diff --git a/.all-contributorsrc b/.all-contributorsrc index aad44dc24..535b18912 100644 --- a/.all-contributorsrc +++ b/.all-contributorsrc @@ -46,16 +46,6 @@ "promotion" ] }, - { - "login": "maggar", - "name": "maggar", - "avatar_url": "https://avatars.githubusercontent.com/u/55561955?v=4", - "profile": "https://github.com/maggar", - "contributions": [ - "leader", - "ideas" - ] - }, { "login": "MSBrett", "name": "Brett Wilson", @@ -68,23 +58,15 @@ ] }, { - "login": "sebassem", - "name": "Seif Bassem", - "avatar_url": "https://avatars.githubusercontent.com/u/38246040?v=4", - "profile": "https://www.seifbassem.com/", - "contributions": [ - "code" - ] - }, - { - "login": "aromano2", - "name": "Anthony Romano", - "avatar_url": "https://avatars.githubusercontent.com/u/26576969?v=4", - "profile": "https://github.com/aromano2", + "login": "helderpinto", + "name": "HΓ©lder Pinto", + "avatar_url": "https://avatars.githubusercontent.com/u/10661605?v=4", + "profile": "https://aka.ms/helderpinto", "contributions": [ "code", "review", - "doc" + "doc", + "bug" ] }, { @@ -97,6 +79,25 @@ "doc" ] }, + { + "login": "bandersmsft", + "name": "Bill Anderson", + "avatar_url": "https://avatars.githubusercontent.com/u/9596428?v=4", + "profile": "https://github.com/bandersmsft", + "contributions": [ + "doc" + ] + }, + { + "login": "ro100e", + "name": "Robel", + "avatar_url": "https://avatars.githubusercontent.com/u/59753782?v=4", + "profile": "https://github.com/ro100e", + "contributions": [ + "code", + "doc" + ] + }, { "login": "Springstone", "name": "Sacha Narinx", @@ -109,21 +110,43 @@ ] }, { - "login": "jamelachahbar", - "name": "jamelachahbar", - "avatar_url": "https://avatars.githubusercontent.com/u/127963872?v=4", - "profile": "https://github.com/jamelachahbar", + "login": "aromano2", + "name": "Anthony Romano", + "avatar_url": "https://avatars.githubusercontent.com/u/26576969?v=4", + "profile": "https://github.com/aromano2", "contributions": [ - "code" + "code", + "review", + "doc" ] }, { - "login": "saadmsft", - "name": "Saad Mahmood", - "avatar_url": "https://avatars.githubusercontent.com/u/66096650?v=4", - "profile": "https://github.com/saadmsft", + "login": "grantxyzou", + "name": "grantxyzou", + "avatar_url": "https://avatars.githubusercontent.com/u/110638253?v=4", + "profile": "https://github.com/grantxyzou", "contributions": [ - "code" + "design" + ] + }, + { + "login": "lmoscinski", + "name": "lmoscinski", + "avatar_url": "https://avatars.githubusercontent.com/u/135173807?v=4", + "profile": "https://github.com/lmoscinski", + "contributions": [ + "design" + ] + }, + { + "login": "RolandKrummenacher", + "name": "Roland Krummenacher", + "avatar_url": "https://avatars.githubusercontent.com/u/1803486?v=4", + "profile": "https://github.com/RolandKrummenacher", + "contributions": [ + "code", + "review", + "bug" ] }, { @@ -136,35 +159,155 @@ ] }, { - "login": "arjenhuitema", - "name": "Arjen Huitema", - "avatar_url": "https://avatars.githubusercontent.com/u/15944031?v=4", - "profile": "https://github.com/arjenhuitema", + "login": "jamelachahbar", + "name": "jamelachahbar", + "avatar_url": "https://avatars.githubusercontent.com/u/127963872?v=4", + "profile": "https://github.com/jamelachahbar", "contributions": [ "code" ] }, { - "login": "bandersmsft", - "name": "Bill Anderson", - "avatar_url": "https://avatars.githubusercontent.com/u/9596428?v=4", - "profile": "https://github.com/bandersmsft", + "login": "akiskips", + "name": "Orthodoxos Kipouridis", + "avatar_url": "https://avatars.githubusercontent.com/u/56831775?v=4", + "profile": "https://github.com/akiskips", + "contributions": [ + "code", + "doc" + ] + }, + { + "login": "BenShy", + "name": "Ben Shy", + "avatar_url": "https://avatars.githubusercontent.com/u/18198475?v=4", + "profile": "https://github.com/BenShy", + "contributions": [ + "code", + "review" + ] + }, + { + "login": "KevDLR", + "name": "Kevin De La Rosa", + "avatar_url": "https://avatars.githubusercontent.com/u/86437159?v=4", + "profile": "https://github.com/KevDLR", "contributions": [ "doc" ] }, { - "login": "helderpinto", - "name": "HΓ©lder Pinto", - "avatar_url": "https://avatars.githubusercontent.com/u/10661605?v=4", - "profile": "https://aka.ms/helderpinto", + "login": "bwatts64", + "name": "bwatts64", + "avatar_url": "https://avatars.githubusercontent.com/u/32721128?v=4", + "profile": "https://github.com/bwatts64", "contributions": [ "code", - "review", + "review" + ] + }, + { + "login": "danyhoterms", + "name": "Dany Hoter", + "avatar_url": "https://avatars.githubusercontent.com/u/155433721?v=4", + "profile": "https://github.com/DanyhoterMS", + "contributions": [ + "code", + "review" + ] + }, + { + "login": "jojohpm", + "name": "Joseph John", + "avatar_url": "https://avatars.githubusercontent.com/u/103460544?v=4", + "profile": "https://github.com/jojohpm", + "contributions": [ "doc", + "review" + ] + }, + { + "login": "ripadrao", + "name": "ripadrao", + "avatar_url": "https://avatars.githubusercontent.com/u/61794401?v=4", + "profile": "https://github.com/ripadrao", + "contributions": [ + "doc" + ] + }, + { + "login": "pedrocsousa", + "name": "Pedro Sousa", + "avatar_url": "https://avatars.githubusercontent.com/u/99349050?v=4", + "profile": "https://github.com/pedrocsousa", + "contributions": [ + "doc" + ] + }, + { + "login": "Zeo-shark", + "name": "Sourav Bera", + "avatar_url": "https://avatars.githubusercontent.com/u/53810519?v=4", + "profile": "https://bento.me/souravbera", + "contributions": [ + "doc" + ] + }, + { + "login": "JayAreP", + "name": "J.R. Phillips", + "avatar_url": "https://avatars.githubusercontent.com/u/43276115?v=4", + "profile": "https://github.com/JayAreP", + "contributions": [ + "code" + ] + }, + { + "login": "saadmsft", + "name": "Saad Mahmood", + "avatar_url": "https://avatars.githubusercontent.com/u/66096650?v=4", + "profile": "https://github.com/saadmsft", + "contributions": [ + "code" + ] + }, + { + "login": "simonarbel", + "name": "simonarbel", + "avatar_url": "https://avatars.githubusercontent.com/u/100203391?v=4", + "profile": "https://github.com/simonarbel", + "contributions": [ + "bug" + ] + }, + { + "login": "DUeffing", + "name": "Daniel Ueffing", + "avatar_url": "https://avatars.githubusercontent.com/u/94981829?v=4", + "profile": "https://github.com/DUeffing", + "contributions": [ + "ideas", "bug" ] }, + { + "login": "sebassem", + "name": "Seif Bassem", + "avatar_url": "https://avatars.githubusercontent.com/u/38246040?v=4", + "profile": "https://www.seifbassem.com/", + "contributions": [ + "code" + ] + }, + { + "login": "arjenhuitema", + "name": "Arjen Huitema", + "avatar_url": "https://avatars.githubusercontent.com/u/15944031?v=4", + "profile": "https://github.com/arjenhuitema", + "contributions": [ + "code" + ] + }, { "login": "yuanzhang9", "name": "Yuan Zhang", @@ -212,25 +355,6 @@ "bug" ] }, - { - "login": "mutansee", - "name": "Mubarak Tanseer", - "avatar_url": "https://avatars.githubusercontent.com/u/64589176?v=4", - "profile": "https://github.com/mutansee", - "contributions": [ - "bug" - ] - }, - { - "login": "BenShy", - "name": "Ben Shy", - "avatar_url": "https://avatars.githubusercontent.com/u/18198475?v=4", - "profile": "https://github.com/BenShy", - "contributions": [ - "code", - "review" - ] - }, { "login": "treymorgan", "name": "Trey Morgan", @@ -285,6 +409,33 @@ "review" ] }, + { + "login": "sreenav", + "name": "SREENADHA REDDY VANKIREDDY", + "avatar_url": "https://avatars.githubusercontent.com/u/57934984?v=4", + "profile": "https://github.com/sreenav", + "contributions": [ + "review" + ] + }, + { + "login": "mutansee", + "name": "Mubarak Tanseer", + "avatar_url": "https://avatars.githubusercontent.com/u/64589176?v=4", + "profile": "https://github.com/mutansee", + "contributions": [ + "bug" + ] + }, + { + "login": "maggar", + "name": "maggar", + "avatar_url": "https://avatars.githubusercontent.com/u/55561955?v=4", + "profile": "https://github.com/maggar", + "contributions": [ + "ideas" + ] + }, { "login": "lkshck", "name": "lkshck", @@ -303,15 +454,6 @@ "review" ] }, - { - "login": "sreenav", - "name": "SREENADHA REDDY VANKIREDDY", - "avatar_url": "https://avatars.githubusercontent.com/u/57934984?v=4", - "profile": "https://github.com/sreenav", - "contributions": [ - "review" - ] - }, { "login": "AdamAndersson", "name": "Adam Andersson", @@ -422,53 +564,6 @@ "bug" ] }, - { - "login": "ripadrao", - "name": "ripadrao", - "avatar_url": "https://avatars.githubusercontent.com/u/61794401?v=4", - "profile": "https://github.com/ripadrao", - "contributions": [ - "doc" - ] - }, - { - "login": "pedrocsousa", - "name": "Pedro Sousa", - "avatar_url": "https://avatars.githubusercontent.com/u/99349050?v=4", - "profile": "https://github.com/pedrocsousa", - "contributions": [ - "doc" - ] - }, - { - "login": "KevDLR", - "name": "Kevin De La Rosa", - "avatar_url": "https://avatars.githubusercontent.com/u/86437159?v=4", - "profile": "https://github.com/KevDLR", - "contributions": [ - "doc" - ] - }, - { - "login": "ro100e", - "name": "Robel", - "avatar_url": "https://avatars.githubusercontent.com/u/59753782?v=4", - "profile": "https://github.com/ro100e", - "contributions": [ - "code", - "doc" - ] - }, - { - "login": "jojohpm", - "name": "Joseph John", - "avatar_url": "https://avatars.githubusercontent.com/u/103460544?v=4", - "profile": "https://github.com/jojohpm", - "contributions": [ - "doc", - "review" - ] - }, { "login": "misba-yousuf", "name": "Misba Yousuf", @@ -478,15 +573,6 @@ "doc" ] }, - { - "login": "simonarbel", - "name": "simonarbel", - "avatar_url": "https://avatars.githubusercontent.com/u/100203391?v=4", - "profile": "https://github.com/simonarbel", - "contributions": [ - "bug" - ] - }, { "login": "wwmurphyAB", "name": "Will Murphy", @@ -496,16 +582,6 @@ "bug" ] }, - { - "login": "DUeffing", - "name": "Daniel Ueffing", - "avatar_url": "https://avatars.githubusercontent.com/u/94981829?v=4", - "profile": "https://github.com/DUeffing", - "contributions": [ - "ideas", - "bug" - ] - }, { "login": "da5is", "name": "Matt Davis", @@ -515,34 +591,6 @@ "bug" ] }, - { - "login": "Zeo-shark", - "name": "Sourav Bera", - "avatar_url": "https://avatars.githubusercontent.com/u/53810519?v=4", - "profile": "https://bento.me/souravbera", - "contributions": [ - "doc" - ] - }, - { - "login": "akiskips", - "name": "Orthodoxos Kipouridis", - "avatar_url": "https://avatars.githubusercontent.com/u/56831775?v=4", - "profile": "https://github.com/akiskips", - "contributions": [ - "code", - "doc" - ] - }, - { - "login": "grantxyzou", - "name": "grantxyzou", - "avatar_url": "https://avatars.githubusercontent.com/u/110638253?v=4", - "profile": "https://github.com/grantxyzou", - "contributions": [ - "design" - ] - }, { "login": "juyamagu", "name": "Junya Yamaguchi", @@ -552,15 +600,6 @@ "code" ] }, - { - "login": "bwatts64", - "name": "bwatts64", - "avatar_url": "https://avatars.githubusercontent.com/u/32721128?v=4", - "profile": "https://github.com/bwatts64", - "contributions": [ - "code" - ] - }, { "login": "claudiazambella", "name": "Claudia Zambella", @@ -581,26 +620,6 @@ "bug" ] }, - { - "login": "RolandKrummenacher", - "name": "Roland Krummenacher", - "avatar_url": "https://avatars.githubusercontent.com/u/1803486?v=4", - "profile": "https://github.com/RolandKrummenacher", - "contributions": [ - "code", - "review", - "bug" - ] - }, - { - "login": "JayAreP", - "name": "J.R. Phillips", - "avatar_url": "https://avatars.githubusercontent.com/u/43276115?v=4", - "profile": "https://github.com/JayAreP", - "contributions": [ - "code" - ] - }, { "login": "ivanboscolo", "name": "ivanboscolo", @@ -627,23 +646,6 @@ "contributions": [ "bug", "question" - }, - { - "login": "danyhoterms", - "name": "Dany Hoter", - "avatar_url": "https://avatars.githubusercontent.com/u/155433721?v=4", - "profile": "https://github.com/DanyhoterMS", - "contributions": [ - "code" - ] - }, - { - "login": "lmoscinski", - "name": "lmoscinski", - "avatar_url": "https://avatars.githubusercontent.com/u/135173807?v=4", - "profile": "https://github.com/lmoscinski", - "contributions": [ - "design" ] } ], diff --git a/.vscode/settings.json b/.vscode/settings.json index 977bb15d4..04355a8c5 100644 --- a/.vscode/settings.json +++ b/.vscode/settings.json @@ -12,6 +12,7 @@ "CostManagement", "deallocate", "deallocated", + "Entra", "FinOps", "hackathon", "interruptible", @@ -21,10 +22,15 @@ "micflan", "MOSA", "msexports", + "Multicloud", + "Multitenant", "PAYG", + "PBIT", "PBIX", + "pricesheet", "Quickstart", "quickstarts", + "reingest", "Roadmap", "showback", "startswith", diff --git a/README.md b/README.md index 464aeb8af..d97ac4e8b 100644 --- a/README.md +++ b/README.md @@ -28,90 +28,92 @@ There are many ways to participate. From reporting bugs and requesting features Michael Flanakin
Michael Flanakin
🌟 πŸ’» πŸ‘€ πŸ“– πŸ§‘β€πŸ« πŸ“£ Arthur Clares
Arthur Clares
🌟 πŸ’» πŸ‘€ πŸ“– πŸ§‘β€πŸ« πŸ“£ Sonia Cuff
Sonia Cuff
🌟 πŸ“£ - maggar
maggar
🌟 πŸ€” Brett Wilson
Brett Wilson
πŸ’» πŸ‘€ πŸ“– - Seif Bassem
Seif Bassem
πŸ’» + HΓ©lder Pinto
HΓ©lder Pinto
πŸ’» πŸ‘€ πŸ“– πŸ› + Nicolas Teyan
Nicolas Teyan
πŸ’» πŸ“– - Anthony Romano
Anthony Romano
πŸ’» πŸ‘€ πŸ“– - Nicolas Teyan
Nicolas Teyan
πŸ’» πŸ“– + Bill Anderson
Bill Anderson
πŸ“– + Robel
Robel
πŸ’» πŸ“– Sacha Narinx
Sacha Narinx
πŸ’» πŸ‘€ πŸ“– - jamelachahbar
jamelachahbar
πŸ’» - Saad Mahmood
Saad Mahmood
πŸ’» + Anthony Romano
Anthony Romano
πŸ’» πŸ‘€ πŸ“– + grantxyzou
grantxyzou
🎨 + lmoscinski
lmoscinski
🎨 + + + Roland Krummenacher
Roland Krummenacher
πŸ’» πŸ‘€ πŸ› Divyadeep Dayal
Divyadeep Dayal
πŸ’» + jamelachahbar
jamelachahbar
πŸ’» + Orthodoxos Kipouridis
Orthodoxos Kipouridis
πŸ’» πŸ“– + Ben Shy
Ben Shy
πŸ’» πŸ‘€ + Kevin De La Rosa
Kevin De La Rosa
πŸ“– + bwatts64
bwatts64
πŸ’» πŸ‘€ + Dany Hoter
Dany Hoter
πŸ’» πŸ‘€ + Joseph John
Joseph John
πŸ“– πŸ‘€ + ripadrao
ripadrao
πŸ“– + Pedro Sousa
Pedro Sousa
πŸ“– + Sourav Bera
Sourav Bera
πŸ“– + + + J.R. Phillips
J.R. Phillips
πŸ’» + Saad Mahmood
Saad Mahmood
πŸ’» + simonarbel
simonarbel
πŸ› + Daniel Ueffing
Daniel Ueffing
πŸ€” πŸ› + Seif Bassem
Seif Bassem
πŸ’» Arjen Huitema
Arjen Huitema
πŸ’» - Bill Anderson
Bill Anderson
πŸ“– - HΓ©lder Pinto
HΓ©lder Pinto
πŸ’» πŸ‘€ πŸ“– πŸ› + + Yuan Zhang
Yuan Zhang
πŸ’» ymehdimsft
ymehdimsft
πŸ’» srilatha inavolu
srilatha inavolu
πŸ’» πŸ‘€ - - soumyananda
soumyananda
πŸ’» πŸ‘€ Chris Bowman
Chris Bowman
πŸ› - Mubarak Tanseer
Mubarak Tanseer
πŸ› - Ben Shy
Ben Shy
πŸ’» πŸ‘€ Trey Morgan
Trey Morgan
πŸ’» - Travis Silvers
Travis Silvers
πŸ‘€ + Travis Silvers
Travis Silvers
πŸ‘€ Travis Silvers
Travis Silvers
πŸ‘€ vijayaj4
vijayaj4
πŸ’» pskulkarni
pskulkarni
πŸ’» Ankur Sharma
Ankur Sharma
πŸ‘€ - lkshck
lkshck
πŸ› - Slavik N
Slavik N
πŸ‘€ + SREENADHA REDDY VANKIREDDY
SREENADHA REDDY VANKIREDDY
πŸ‘€ - SREENADHA REDDY VANKIREDDY
SREENADHA REDDY VANKIREDDY
πŸ‘€ + Mubarak Tanseer
Mubarak Tanseer
πŸ› + maggar
maggar
πŸ€” + lkshck
lkshck
πŸ› + Slavik N
Slavik N
πŸ‘€ Adam Andersson
Adam Andersson
πŸ› Irena Jurica
Irena Jurica
πŸ‘€ + + renanalmeidjr
renanalmeidjr
πŸ› elvismangarae
elvismangarae
πŸ› erincon01
erincon01
πŸ‘€ πŸ’¬ - - NavidKhan8
NavidKhan8
πŸ› Maik van der Gaag
Maik van der Gaag
πŸ› Rodney
Rodney
πŸ‘€ + + Graham
Graham
πŸ› psilantropy
psilantropy
πŸ› Marc Samendinger
Marc Samendinger
πŸ“– - - Patric K.
Patric K.
πŸ’» πŸ› - ripadrao
ripadrao
πŸ“– - Pedro Sousa
Pedro Sousa
πŸ“– - Kevin De La Rosa
Kevin De La Rosa
πŸ“– - Robel
Robel
πŸ’» πŸ“– - Joseph John
Joseph John
πŸ“– πŸ‘€ - - Misba Yousuf
Misba Yousuf
πŸ“– - simonarbel
simonarbel
πŸ› Will Murphy
Will Murphy
πŸ› - Daniel Ueffing
Daniel Ueffing
πŸ€” πŸ› - Matt Davis
Matt Davis
πŸ› - Sourav Bera
Sourav Bera
πŸ“– - Orthodoxos Kipouridis
Orthodoxos Kipouridis
πŸ’» πŸ“– - grantxyzou
grantxyzou
🎨 + Matt Davis
Matt Davis
πŸ› Junya Yamaguchi
Junya Yamaguchi
πŸ’» - bwatts64
bwatts64
πŸ’» Claudia Zambella
Claudia Zambella
πŸ›‘οΈ Brian Wyka
Brian Wyka
πŸ“– πŸ‘€ πŸ› - - - Roland Krummenacher
Roland Krummenacher
πŸ’» πŸ‘€ πŸ› - J.R. Phillips
J.R. Phillips
πŸ’» ivanboscolo
ivanboscolo
πŸ› buxel
buxel
πŸ’¬ + + John Lundell
John Lundell
πŸ› πŸ’¬ - Dany Hoter
Dany Hoter
πŸ’» - lmoscinski
lmoscinski
🎨 diff --git a/docs/README.md b/docs/README.md index 2bab7a692..4c014e5f9 100644 --- a/docs/README.md +++ b/docs/README.md @@ -111,90 +111,92 @@ All the main changes are tracked in the changelog. For additional details, refer Michael Flanakin
Michael Flanakin
🌟 πŸ’» πŸ‘€ πŸ“– πŸ§‘β€πŸ« πŸ“£ Arthur Clares
Arthur Clares
🌟 πŸ’» πŸ‘€ πŸ“– πŸ§‘β€πŸ« πŸ“£ Sonia Cuff
Sonia Cuff
🌟 πŸ“£ - maggar
maggar
🌟 πŸ€” Brett Wilson
Brett Wilson
πŸ’» πŸ‘€ πŸ“– - Seif Bassem
Seif Bassem
πŸ’» + HΓ©lder Pinto
HΓ©lder Pinto
πŸ’» πŸ‘€ πŸ“– πŸ› + Nicolas Teyan
Nicolas Teyan
πŸ’» πŸ“– - Anthony Romano
Anthony Romano
πŸ’» πŸ‘€ πŸ“– - Nicolas Teyan
Nicolas Teyan
πŸ’» πŸ“– + Bill Anderson
Bill Anderson
πŸ“– + Robel
Robel
πŸ’» πŸ“– Sacha Narinx
Sacha Narinx
πŸ’» πŸ‘€ πŸ“– - jamelachahbar
jamelachahbar
πŸ’» - Saad Mahmood
Saad Mahmood
πŸ’» + Anthony Romano
Anthony Romano
πŸ’» πŸ‘€ πŸ“– + grantxyzou
grantxyzou
🎨 + lmoscinski
lmoscinski
🎨 + + + Roland Krummenacher
Roland Krummenacher
πŸ’» πŸ‘€ πŸ› Divyadeep Dayal
Divyadeep Dayal
πŸ’» + jamelachahbar
jamelachahbar
πŸ’» + Orthodoxos Kipouridis
Orthodoxos Kipouridis
πŸ’» πŸ“– + Ben Shy
Ben Shy
πŸ’» πŸ‘€ + Kevin De La Rosa
Kevin De La Rosa
πŸ“– + bwatts64
bwatts64
πŸ’» πŸ‘€ + Dany Hoter
Dany Hoter
πŸ’» πŸ‘€ + Joseph John
Joseph John
πŸ“– πŸ‘€ + ripadrao
ripadrao
πŸ“– + Pedro Sousa
Pedro Sousa
πŸ“– + Sourav Bera
Sourav Bera
πŸ“– + + + J.R. Phillips
J.R. Phillips
πŸ’» + Saad Mahmood
Saad Mahmood
πŸ’» + simonarbel
simonarbel
πŸ› + Daniel Ueffing
Daniel Ueffing
πŸ€” πŸ› + Seif Bassem
Seif Bassem
πŸ’» Arjen Huitema
Arjen Huitema
πŸ’» - Bill Anderson
Bill Anderson
πŸ“– - HΓ©lder Pinto
HΓ©lder Pinto
πŸ’» πŸ‘€ πŸ“– πŸ› + + Yuan Zhang
Yuan Zhang
πŸ’» ymehdimsft
ymehdimsft
πŸ’» srilatha inavolu
srilatha inavolu
πŸ’» πŸ‘€ - - soumyananda
soumyananda
πŸ’» πŸ‘€ Chris Bowman
Chris Bowman
πŸ› - Mubarak Tanseer
Mubarak Tanseer
πŸ› - Ben Shy
Ben Shy
πŸ’» πŸ‘€ Trey Morgan
Trey Morgan
πŸ’» - Travis Silvers
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🎨 diff --git a/docs/_includes/ftkver.txt b/docs/_includes/ftkver.txt index 12f2e5f06..ce609caf8 100644 --- a/docs/_includes/ftkver.txt +++ b/docs/_includes/ftkver.txt @@ -1 +1 @@ -0.8-dev \ No newline at end of file +0.8 \ No newline at end of file diff --git a/docs/_resources/changelog.md b/docs/_resources/changelog.md index 9c8c8dae3..d63946dd6 100644 --- a/docs/_resources/changelog.md +++ b/docs/_resources/changelog.md @@ -71,20 +71,6 @@ Legend: > > 1. Cost Management export modules for subscriptions and resource groups. -πŸ“’ FinOps workbooks -{: .fs-5 .fw-500 .mt-4 mb-0 } - -> βž• Added: -> -> - [Optimization workbook](../_optimize/workbooks/optimization/README.md) -> 1. Azure Arc Windows license management under the **Commitment Discounts** tab. -> -> πŸ› οΈ Fixed: -> -> - [Optimization workbook](../_optimize/workbooks/optimization/README.md) -> 1. Enabled "Export to CSV" option on the **Idle backups** query. -> 1. Corrected VM processor details on the **Compute** tab query. -
## 🚚 v0.8 @@ -101,6 +87,7 @@ Legend: 🏦 FinOps hubs {: .fs-5 .fw-500 .mt-4 mb-0 } + > βž• Added: > > 1. Added Data Explorer dashboard template. @@ -115,12 +102,13 @@ Legend: > 1. Expand details about supported datasets in documentation. > 1. Updated the default setting for Data Explorer trusted external tenants from "All tenants" to "My tenant only". > - This change may cause breaking issues for Data Explorer clusters accessed by users from external tenants. +> 1. Clean up bicep warnings in the FinOps hub deployment template. > > 🚫 Deprecated: > > 1. Deprecated the `daterange()` KQL function. Please use `datestring(datetime, [datetime])` instead. > 1. Deprecated the `monthsago()` KQL function. Please use `startofmonth(datetime, [offset])` instead. -> +> > πŸ› οΈ Fixed: > > 1. Added missing request body to fix the false positive `config_RunExportJobs` pipeline validation errors in Data Factory ([#1250](https://github.com/microsoft/finops-toolkit/issues/1250)) @@ -138,7 +126,7 @@ Legend: > 1. Added the Pricing units open dataset to support price sheet data cleanup. > 1. Added `PricingUnit` and `x_PricingBlockSize` columns to the **Prices** table. > 1. Added Total savings page to the Rate optimization report. -> 1. Added Effective Savings Rate (ESR). +> 1. Added Effective Savings Rate (ESR) to Cost summary and Rate optimization reports. > > ✏️ Changed: > @@ -164,6 +152,7 @@ Legend: 🏦 FinOps hubs {: .fs-5 .fw-500 .mt-4 mb-0 } + > βž• Added: > > 1. Add `resource_type()` KQL function to map internal resource type IDs to display names. @@ -184,6 +173,20 @@ Legend: > - This fix resolves the issue for all newly ingested data. > - To fix historical data, reingest data using the `ingestion_ExecuteETL` Data Factory pipeline. +πŸ“’ FinOps workbooks +{: .fs-5 .fw-500 .mt-4 mb-0 } + +> βž• Added: +> +> - [Optimization workbook](../_optimize/workbooks/optimization/README.md) +> 1. Azure Arc Windows license management under the **Commitment Discounts** tab. +> +> πŸ› οΈ Fixed: +> +> - [Optimization workbook](../_optimize/workbooks/optimization/README.md) +> 1. Enabled "Export to CSV" option on the **Idle backups** query. +> 1. Corrected VM processor details on the **Compute** tab query. + πŸ” Optimization engine {: .fs-5 .fw-500 .mt-4 mb-0 } @@ -200,7 +203,7 @@ Legend: > 1. Added explicit `-SystemAssignedIdentity` switch parameter to the [New-FinOpsCostExport command](../_automation/powershell/cost/New-FinOpsCostExport.md) to enable system-assigned identity. > 1. Updated the [Remove-FinOpsHub command](../_automation/powershell/hubs/Remove-FinOpsHub.md) to show a list of resources before confirming delete. > - The name of each deleted resource is printed for better visibility during the deletion process. -> - Added ability to confirm all deletions using a "Yes to All" option ([#1187](https://github.com/microsoft/finops-toolkit/issues/1187)). +> - Added ability to confirm all deletions using a `-Force` parameter or "Yes to All" option ([#1187](https://github.com/microsoft/finops-toolkit/issues/1187)). > > ✏️ Changed: > @@ -236,23 +239,22 @@ Legend: > βž• Added: > - > - [Regions](../_reporting/data/README.md#️-regions) -> 1. Added the following new region values: "ase", "aue", "southeastus", "taiwannorthwest". +> 1. Added the following new region values: "ase", "aue", "southeastus", "taiwannorthwest". > - [Pricing units](../_reporting/data/README.md#-pricing-units) > 1. Added the "1000 TB" unit of measure ([#1181](https://github.com/microsoft/finops-toolkit/issues/1181)). > - [Resource types](../_reporting/data/README.md#-resource-types) > 1. Added 8 new Microsoft.AzureCIS resource types. -> 1. Added 5 new Commvault.ContentStore resource types. +> 1. Added 5 new Commvault.ContentStore resource types. > 1. Added 6 new Microsoft.ChangeSafety resource types. > 1. Added 2 new Microsoft.DeviceOnboarding resource types. > 1. Added 3 new Microsoft.DurableTask resource types. > 1. Added 2 new Microsoft.Network DNS resolver resource types. > 1. Added 2 new Microsoft.Relationships resource types. > 1. Added 3 new Microsoft.Workloads resource types. -> 1. Added 14 new resource types: microsoft.baremetal/peeringsettings, microsoft.cdn/edgeactions, microsoft.compute/computefleetscalesets, microsoft.compute/virtualmachinescalesetscomputehub, microsoft.liftrpilot/organizations, microsoft.managednetworkfabric/networkmonitors, microsoft.mission/approvals, microsoft.mysqldiscovery/mysqlsites/agents, microsoft.portalservices/settings, microsoft.proposal/proposals, microsoft.zerotrustsegmentation/segmentationmanagers, mongodb.atlas/organizations. +> 1. Added 14 new resource types: microsoft.baremetal/peeringsettings, microsoft.cdn/edgeactions, microsoft.compute/computefleetscalesets, microsoft.compute/virtualmachinescalesetscomputehub, microsoft.liftrpilot/organizations, microsoft.managednetworkfabric/networkmonitors, microsoft.mission/approvals, microsoft.mysqldiscovery/mysqlsites/agents, microsoft.portalservices/settings, microsoft.proposal/proposals, microsoft.zerotrustsegmentation/segmentationmanagers, mongodb.atlas/organizations. > - [Services](../_reporting/data/README.md#-services) -> 1. Added 4 resource types to new services: microsoft.azurefleet/fleets, microsoft.hybridnetwork/sitenetworkservices, microsoft.iotoperations/instances, and microsoft.networkcloud/baremetalmachines. +> 1. Added 4 resource types to new services: microsoft.azurefleet/fleets, microsoft.hybridnetwork/sitenetworkservices, microsoft.iotoperations/instances, and microsoft.networkcloud/baremetalmachines. > > ✏️ Changed: > @@ -263,7 +265,7 @@ Legend: > 1. Updated 7 Microsoft.MobilePacketCore resource types. > 1. Updated 5 Microsoft.StandByPool resource types. > 1. Updated 3 Microsoft.Workloads resource types. -> 1. Updated 17 resource types: arizeai.observabilityeval/organizations, microsoft.azurebusinesscontinuity/deletedunifiedprotecteditems, microsoft.azurelargeinstance/azurelargestorageinstances, microsoft.community/communitytrainings, microsoft.compute/images, microsoft.compute/imagescomputehub, microsoft.deviceonboarding/onboardingservices/policies, microsoft.devopsinfrastructure/pools, microsoft.hybridnetwork/publishers/networkfunctiondefinitiongroups, microsoft.kubernetes/connectedclusters, microsoft.machinelearningservices/aistudio, microsoft.manufacturingplatform/manufacturingdataservices, microsoft.messagingconnectors/connectors, microsoft.network/dnszones, microsoft.network/trafficmanagerprofiles, microsoft.network/virtualnetworktaps, microsoft.servicebus/namespaces. +> 1. Updated 17 resource types: arizeai.observabilityeval/organizations, microsoft.azurebusinesscontinuity/deletedunifiedprotecteditems, microsoft.azurelargeinstance/azurelargestorageinstances, microsoft.community/communitytrainings, microsoft.compute/images, microsoft.compute/imagescomputehub, microsoft.deviceonboarding/onboardingservices/policies, microsoft.devopsinfrastructure/pools, microsoft.hybridnetwork/publishers/networkfunctiondefinitiongroups, microsoft.kubernetes/connectedclusters, microsoft.machinelearningservices/aistudio, microsoft.manufacturingplatform/manufacturingdataservices, microsoft.messagingconnectors/connectors, microsoft.network/dnszones, microsoft.network/trafficmanagerprofiles, microsoft.network/virtualnetworktaps, microsoft.servicebus/namespaces.
@@ -409,15 +411,15 @@ This release is a minor patch to update documentation and fix Power BI storage r > 1. Added 4 new Microsoft.Fabric resource types. > 1. Added 5 new Microsoft.OpenLogisticsPlatform resource types. > 1. Added 3 new Microsoft.Sovereign resource types. -> 1. Added 14 other new resource types: arizeai.observabilityeval/organizations, lambdatest.hyperexecute/organizations, microsoft.azurestackhci/edgedevices/jobs, microsoft.clouddeviceplatform/delegatedidentities, microsoft.compute/capacityreservationgroupscomputehub, microsoft.compute/galleries/imagescomputehub, microsoft.compute/hostgroupscomputehub, microsoft.hybridcompute/machinessoftwareassurance, microsoft.machinelearning/workspaces, microsoft.resources/deletedresources, microsoft.security/defenderforstoragesettings/malwarescans, microsoft.weightsandbiases/instances, neon.postgres/organizations, pinecone.vectordb/organizations. +> 1. Added 14 other new resource types: arizeai.observabilityeval/organizations, lambdatest.hyperexecute/organizations, microsoft.azurestackhci/edgedevices/jobs, microsoft.clouddeviceplatform/delegatedidentities, microsoft.compute/capacityreservationgroupscomputehub, microsoft.compute/galleries/imagescomputehub, microsoft.compute/hostgroupscomputehub, microsoft.hybridcompute/machinessoftwareassurance, microsoft.machinelearning/workspaces, microsoft.resources/deletedresources, microsoft.security/defenderforstoragesettings/malwarescans, microsoft.weightsandbiases/instances, neon.postgres/organizations, pinecone.vectordb/organizations. > - [Services](../_reporting/data/README.md#-services) -> 1. Added 3 resource types to existing services: microsoft.hardwaresecuritymodules/cloudhsmclusters, microsoft.healthdataaiservices/deidservices, microsoft.insights/datacollectionrules. +> 1. Added 3 resource types to existing services: microsoft.hardwaresecuritymodules/cloudhsmclusters, microsoft.healthdataaiservices/deidservices, microsoft.insights/datacollectionrules. > > ✏️ Changed: > > - [Resource types](../_reporting/data/README.md#-resource-types) > 1. Updated 17 new Microsoft.ComputeHub resource types. -> 1. Updated 9 other resource type: microsoft.appsecurity/policies, microsoft.compute/virtualmachines/providers/guestconfigurationassignments, microsoft.dbforpostgresql/flexibleservers, microsoft.deviceregistry/billingcontainers, microsoft.durabletask/namespaces, microsoft.durabletask/namespaces/taskhubs, microsoft.edge/configurations, microsoft.hybridcompute/machines/providers/guestconfigurationassignments, microsoft.securitycopilot/capacities. +> 1. Updated 9 other resource type: microsoft.appsecurity/policies, microsoft.compute/virtualmachines/providers/guestconfigurationassignments, microsoft.dbforpostgresql/flexibleservers, microsoft.deviceregistry/billingcontainers, microsoft.durabletask/namespaces, microsoft.durabletask/namespaces/taskhubs, microsoft.edge/configurations, microsoft.hybridcompute/machines/providers/guestconfigurationassignments, microsoft.securitycopilot/capacities.
@@ -552,7 +554,7 @@ This release is a minor patch to update documentation and fix Rate optimization > 🚫 Deprecated: > > 1. With the deprecation of the legacy Log Analytics agent in August 31, the `Setup-LogAnalyticsWorkspaces` script is no longer being maintained and will be removed in a future update. -> - The script was used to setup performance counters collection for machines connected to Log Analytics workspaces with the legacy agent. +> - The script was used to setup performance counters collection for machines connected to Log Analytics workspaces with the legacy agent. > - We recommend migrating to the [Azure Monitor Agent](https://learn.microsoft.com/azure/azure-monitor/agents/azure-monitor-agent-migration) and use the `Setup-DataCollectionRules` script to [setup performance counters collection with Data Collection Rules](https://aka.ms/AzureOptimizationEngine/workspaces). πŸ–₯️ PowerShell @@ -572,10 +574,10 @@ This release is a minor patch to update documentation and fix Rate optimization > 2. Added 17 new Microsoft.ComputeHub resource types. > 3. Added 2 new Microsoft.DeviceOnboarding resource types. > 4. Added 8 new Microsoft.Edge resource types. -> 5. Added 8 other new resource types: "microsoft.agricultureplatform/agriservices", "microsoft.azurefleet/fleetscomputehub", "microsoft.cloudtest/buildcaches", "microsoft.contoso/employees/desks", "microsoft.databasefleetmanager/fleets", "microsoft.resources/databoundaries", "microsoft.subscription/changetenantrequest", "microsoft.sustainabilityservices/calculations". +> 5. Added 8 other new resource types: "microsoft.agricultureplatform/agriservices", "microsoft.azurefleet/fleetscomputehub", "microsoft.cloudtest/buildcaches", "microsoft.contoso/employees/desks", "microsoft.databasefleetmanager/fleets", "microsoft.resources/databoundaries", "microsoft.subscription/changetenantrequest", "microsoft.sustainabilityservices/calculations". > - [Services](../_reporting/data/README.md#-services) > 1. Added a new ServiceSubcategory column to support FOCUS 1.1 ServiceSubcategory mapping. -> 2. Added the following resource types to existing services: "microsoft.apimanagement/gateways", "microsoft.sql/longtermretentionmanagedinstances", "microsoft.sql/longtermretentionservers", "microsoft.verifiedid/authorities". +> 2. Added the following resource types to existing services: "microsoft.apimanagement/gateways", "microsoft.sql/longtermretentionmanagedinstances", "microsoft.sql/longtermretentionservers", "microsoft.verifiedid/authorities". > > ✏️ Changed: > @@ -583,7 +585,7 @@ This release is a minor patch to update documentation and fix Rate optimization > 1. Updated 2 Microsoft.DurableTask resource types. > 2. Updated 4 Microsoft.SignalRService resource types. > 3. Updated 4 Microsoft.TimeSeriesInsights resource types. -> 4. Updated 4 other resource type: "microsoft.network/dnsresolvers", "microsoft.search/searchservices", "microsoft.storagepool/diskpools/iscsitargets", "oracle.database/oraclesubscriptions". +> 4. Updated 4 other resource type: "microsoft.network/dnsresolvers", "microsoft.search/searchservices", "microsoft.storagepool/diskpools/iscsitargets", "oracle.database/oraclesubscriptions". [Download v0.6](https://github.com/microsoft/finops-toolkit/releases/tag/v0.6){: .btn .mt-2 .mb-4 .mb-md-0 .mr-4 } [Full changelog](https://github.com/microsoft/finops-toolkit/compare/v0.5...v0.6){: .btn .mt-2 .mb-4 .mb-md-0 .mr-4 } @@ -676,7 +678,7 @@ This release is a minor patch to Power BI files. These files were updated in the > > - [Optimization workbook](../_optimize/workbooks/optimization/README.md): > 1. Redesign of the Rate Optimization tab for easier identification of the break-even point for reservations -> 2. Fixed the AHB VMSS query to count the total cores consumed per the entire scale set +> 2. Fixed the AHB VMSS query to count the total cores consumed per the entire scale set > 3. Improved storage idle disks query to ignore disks used by AKS pods > 4. Updated Storage not v2 query to exclude blockBlobStorage accounts from the list > 5. Added export option for the list of idle backups to streamline data extraction @@ -726,21 +728,21 @@ This release is a minor patch to Power BI files. These files were updated in the > - [Pricing units](../_reporting/data/README.md#-pricing-units) > 1. Added handling for the following new UnitOfMeasure values: "1 /Minute", "10 PiB/Hour", "100000 /Month", "Text". > - [Regions](../_reporting/data/README.md#️-regions) -> 1. Added the following new region values: "asiapacific", "australia", "azure stack", "eastsu2", "gbs", germany west "central", "japan", "sweden central", "unitedstates", "us dod central", "us dod east", "us gov iowa", "us gov virginia", "us2", "usa", "usv". +> 1. Added the following new region values: "asiapacific", "australia", "azure stack", "eastsu2", "gbs", germany west "central", "japan", "sweden central", "unitedstates", "us dod central", "us dod east", "us gov iowa", "us gov virginia", "us2", "usa", "usv". > - [Resource types](../_reporting/data/README.md#️-resource-types) -> 1. Added the following new resource types: "microsoft.app/logicapps", "microsoft.app/logicapps/workflows", "microsoft.azurebusinesscontinuity/deletedunifiedprotecteditems", "microsoft.azurebusinesscontinuity/unifiedprotecteditems", "microsoft.azurecis/publishconfigvalues", "microsoft.compositesolutions/compositesolutiondefinitions", "microsoft.compositesolutions/compositesolutions", "microsoft.compute/capacityreservationgroups/capacityreservations", "microsoft.compute/virtualmachinescalesets/virtualmachines", "microsoft.datareplication/replicationvaults/alertsettings", "microsoft.datareplication/replicationvaults/events", "microsoft.datareplication/replicationvaults/jobs", "microsoft.datareplication/replicationvaults/jobs/operations", "microsoft.datareplication/replicationvaults/operations", "microsoft.datareplication/replicationvaults/protecteditems", "microsoft.datareplication/replicationvaults/protecteditems/operations", "microsoft.datareplication/replicationvaults/protecteditems/recoverypoints", "microsoft.datareplication/replicationvaults/replicationextensions", "microsoft.datareplication/replicationvaults/replicationextensions/operations", "microsoft.datareplication/replicationvaults/replicationpolicies", "microsoft.datareplication/replicationvaults/replicationpolicies/operations", "microsoft.deviceregistry/billingcontainers", "microsoft.deviceregistry/discoveredassetendpointprofiles", "microsoft.deviceregistry/discoveredassets", "microsoft.deviceregistry/schemaregistries", "microsoft.deviceregistry/schemaregistries/schemas", "microsoft.deviceregistry/schemaregistries/schemas/schemaversions", "microsoft.eventgrid/systemtopics/eventsubscriptions", "microsoft.hardware/orders", "microsoft.hybridcompute/machines/microsoft.awsconnector/ec2instances", "microsoft.hybridonboarding/extensionmanagers", "microsoft.iotoperations/instances", "microsoft.iotoperations/instances/brokers", "microsoft.iotoperations/instances/brokers/authentications", "microsoft.iotoperations/instances/brokers/authorizations", "microsoft.iotoperations/instances/brokers/listeners", "microsoft.iotoperations/instances/dataflowendpoints", "microsoft.iotoperations/instances/dataflowprofiles", "microsoft.iotoperations/instances/dataflowprofiles/dataflows", "microsoft.messagingconnectors/connectors", "microsoft.mobilepacketcore/networkfunctions", "microsoft.saashub/cloudservices/hidden", "microsoft.secretsynccontroller/azurekeyvaultsecretproviderclasses", "microsoft.secretsynccontroller/secretsyncs", "microsoft.storagepool/diskpools/iscsitargets", "microsoft.usagebilling/accounts/dataexports", "microsoft.usagebilling/accounts/metricexports", "microsoft.windowsesu/multipleactivationkeys". +> 1. Added the following new resource types: "microsoft.app/logicapps", "microsoft.app/logicapps/workflows", "microsoft.azurebusinesscontinuity/deletedunifiedprotecteditems", "microsoft.azurebusinesscontinuity/unifiedprotecteditems", "microsoft.azurecis/publishconfigvalues", "microsoft.compositesolutions/compositesolutiondefinitions", "microsoft.compositesolutions/compositesolutions", "microsoft.compute/capacityreservationgroups/capacityreservations", "microsoft.compute/virtualmachinescalesets/virtualmachines", "microsoft.datareplication/replicationvaults/alertsettings", "microsoft.datareplication/replicationvaults/events", "microsoft.datareplication/replicationvaults/jobs", "microsoft.datareplication/replicationvaults/jobs/operations", "microsoft.datareplication/replicationvaults/operations", "microsoft.datareplication/replicationvaults/protecteditems", "microsoft.datareplication/replicationvaults/protecteditems/operations", "microsoft.datareplication/replicationvaults/protecteditems/recoverypoints", "microsoft.datareplication/replicationvaults/replicationextensions", "microsoft.datareplication/replicationvaults/replicationextensions/operations", "microsoft.datareplication/replicationvaults/replicationpolicies", "microsoft.datareplication/replicationvaults/replicationpolicies/operations", "microsoft.deviceregistry/billingcontainers", "microsoft.deviceregistry/discoveredassetendpointprofiles", "microsoft.deviceregistry/discoveredassets", "microsoft.deviceregistry/schemaregistries", "microsoft.deviceregistry/schemaregistries/schemas", "microsoft.deviceregistry/schemaregistries/schemas/schemaversions", "microsoft.eventgrid/systemtopics/eventsubscriptions", "microsoft.hardware/orders", "microsoft.hybridcompute/machines/microsoft.awsconnector/ec2instances", "microsoft.hybridonboarding/extensionmanagers", "microsoft.iotoperations/instances", "microsoft.iotoperations/instances/brokers", "microsoft.iotoperations/instances/brokers/authentications", "microsoft.iotoperations/instances/brokers/authorizations", "microsoft.iotoperations/instances/brokers/listeners", "microsoft.iotoperations/instances/dataflowendpoints", "microsoft.iotoperations/instances/dataflowprofiles", "microsoft.iotoperations/instances/dataflowprofiles/dataflows", "microsoft.messagingconnectors/connectors", "microsoft.mobilepacketcore/networkfunctions", "microsoft.saashub/cloudservices/hidden", "microsoft.secretsynccontroller/azurekeyvaultsecretproviderclasses", "microsoft.secretsynccontroller/secretsyncs", "microsoft.storagepool/diskpools/iscsitargets", "microsoft.usagebilling/accounts/dataexports", "microsoft.usagebilling/accounts/metricexports", "microsoft.windowsesu/multipleactivationkeys". > - [Services](../_reporting/data/README.md#️-services) > 1. Added the following consumed services: "API Center", "API Management", "Bastion Scale Units", "Microsoft.Community", "Microsoft.DataReplication.Admin", "Microsoft.DevOpsInfrastructure", "Microsoft.Dynamics365FraudProtection", "Microsoft.HybridContainerService", "Microsoft.NetworkFunction", "Microsoft.RecommendationsService", "Microsoft.ServiceNetworking", "Virtual Network". -> 2. Added the following resource types to existing services: "Microsoft.AgFoodPlatform/farmBeats", "Microsoft.App/sessionPools", "Microsoft.AzureActiveDirectory/ciamDirectories", "Microsoft.AzureArcData/sqlServerEsuLicenses", "Microsoft.Graph/accounts", "Microsoft.MachineLearningServices/registries", "Microsoft.Orbital/groundStations", "PlayFabBillingService/partyVoice". +> 2. Added the following resource types to existing services: "Microsoft.AgFoodPlatform/farmBeats", "Microsoft.App/sessionPools", "Microsoft.AzureActiveDirectory/ciamDirectories", "Microsoft.AzureArcData/sqlServerEsuLicenses", "Microsoft.Graph/accounts", "Microsoft.MachineLearningServices/registries", "Microsoft.Orbital/groundStations", "PlayFabBillingService/partyVoice". > > ✏️ Changed: > > - [Pricing units](../_reporting/data/README.md#-pricing-units) > 1. Changed DistinctUnits for the "10000s" UnitOfMeasure from "Units" to "Transactions". > - [Resource types](../_reporting/data/README.md#️-resource-types) -> 1. Updated the following resource types: "microsoft.apimanagement/gateways", "microsoft.azurearcdata/sqlserveresulicenses", "microsoft.azurestackhci/edgenodepools", "microsoft.azurestackhci/galleryimages", "microsoft.azurestackhci/logicalnetworks", "microsoft.azurestackhci/marketplacegalleryimages", "microsoft.azurestackhci/networkinterfaces", "microsoft.azurestackhci/storagecontainers", "microsoft.cache/redisenterprise", "microsoft.cache/redisenterprise/databases", "microsoft.databricks/accessconnectors", "microsoft.datareplication/replicationvaults", "microsoft.devhub/iacprofiles", "microsoft.edge/sites", "microsoft.eventhub/namespaces", "microsoft.hybridcompute/gateways", "microsoft.impact/connectors", "microsoft.iotoperationsorchestrator/instances", "microsoft.iotoperationsorchestrator/solutions", "microsoft.iotoperationsorchestrator/targets", "microsoft.kubernetesruntime/loadbalancers", "microsoft.manufacturingplatform/manufacturingdataservices", "microsoft.network/dnsforwardingrulesets", "microsoft.network/dnsresolvers", "microsoft.network/dnszones", "microsoft.powerbidedicated/capacities", "microsoft.programmableconnectivity/gateways", "microsoft.programmableconnectivity/operatorapiconnections", "microsoft.programmableconnectivity/operatorapiplans", "microsoft.resources/subscriptions/resourcegroups", "microsoft.security/pricings", "microsoft.sovereign/transparencylogs", "microsoft.storagepool/diskpools". -> 2. Updated multiple resource types for the following resource providers: "microsoft.awsconnector". -> 3. Changed the following resource providers to be GA: "microsoft.modsimworkbench". +> 1. Updated the following resource types: "microsoft.apimanagement/gateways", "microsoft.azurearcdata/sqlserveresulicenses", "microsoft.azurestackhci/edgenodepools", "microsoft.azurestackhci/galleryimages", "microsoft.azurestackhci/logicalnetworks", "microsoft.azurestackhci/marketplacegalleryimages", "microsoft.azurestackhci/networkinterfaces", "microsoft.azurestackhci/storagecontainers", "microsoft.cache/redisenterprise", "microsoft.cache/redisenterprise/databases", "microsoft.databricks/accessconnectors", "microsoft.datareplication/replicationvaults", "microsoft.devhub/iacprofiles", "microsoft.edge/sites", "microsoft.eventhub/namespaces", "microsoft.hybridcompute/gateways", "microsoft.impact/connectors", "microsoft.iotoperationsorchestrator/instances", "microsoft.iotoperationsorchestrator/solutions", "microsoft.iotoperationsorchestrator/targets", "microsoft.kubernetesruntime/loadbalancers", "microsoft.manufacturingplatform/manufacturingdataservices", "microsoft.network/dnsforwardingrulesets", "microsoft.network/dnsresolvers", "microsoft.network/dnszones", "microsoft.powerbidedicated/capacities", "microsoft.programmableconnectivity/gateways", "microsoft.programmableconnectivity/operatorapiconnections", "microsoft.programmableconnectivity/operatorapiplans", "microsoft.resources/subscriptions/resourcegroups", "microsoft.security/pricings", "microsoft.sovereign/transparencylogs", "microsoft.storagepool/diskpools". +> 2. Updated multiple resource types for the following resource providers: "microsoft.awsconnector". +> 3. Changed the following resource providers to be GA: "microsoft.modsimworkbench". > - [Services](../_reporting/data/README.md#️-services) > 1. Moved Microsoft Genomics from the "AI and Machine Learning" service category to "Analytics". > 2. Changed Microsoft Genomics from the "SaaS" service model to "PaaS". @@ -754,7 +756,7 @@ This release is a minor patch to Power BI files. These files were updated in the > πŸ—‘οΈ Removed > > - [Resource types](../_reporting/data/README.md#️-resource-types) -> 1. Removed internal "microsoft.cognitiveservices/browse*" resource types. +> 1. Removed internal "microsoft.cognitiveservices/browse*" resource types. [Download v0.5](https://github.com/microsoft/finops-toolkit/releases/tag/v0.5){: .btn .mt-2 .mb-4 .mb-md-0 .mr-4 } [Full changelog](https://github.com/microsoft/finops-toolkit/compare/v0.4...v0.5){: .btn .mt-2 .mb-4 .mb-md-0 .mr-4 } @@ -813,10 +815,10 @@ This release is a minor patch to Power BI files. These files were updated in the > 2. Simplified formatting for the `BillingPeriod` and `ChargePeriod` measures in Power BI. > 3. Improved error handling for derived savings columns in the Costs query. > 4. Simplified queries and improved error handling in the START HERE query for report setup steps. -> 5. Changed internal storage for reports to use [Tabular Model Definition Language (TMDL)](https://learn.microsoft.com/power-bi/developer/projects/projects-dataset#tmdl-format). +> 5. Changed internal storage for reports to use [Tabular Model Definition Language (TMDL)](https://learn.microsoft.com/power-bi/developer/projects/projects-dataset#tmdl-format). > - This change makes it easier to review changes to the data model in Power BI. > - Reports will still be released as PBIX files so this change should not impact end users. -> - Visualizations are not being switched to [Power BI Enhanced Report (PBIR)](https://learn.microsoft.com/power-bi/developer/projects/projects-report#pbir-format) format yet due to functional limitations that would impact end users (as of June 2024). +> - Visualizations are not being switched to [Power BI Enhanced Report (PBIR)](https://learn.microsoft.com/power-bi/developer/projects/projects-report#pbir-format) format yet due to functional limitations that would impact end users (as of June 2024). > - [Cost summary](../_reporting/power-bi/cost-summary.md): > 1. Changed the [Cost summary Purchases page](../_reporting/power-bi/cost-summary.md#purchases) and [Rate optimization Purchases page](../_reporting/power-bi/rate-optimization.md#purchases) to use PricingQuantity instead of Usage/ConsumedQuantity and added the PricingUnit column. > 2. Updated the [DQ page](../_reporting/power-bi/cost-summary.md#dq) to identify empty ChargeDescription rows. @@ -850,10 +852,10 @@ This release is a minor patch to Power BI files. These files were updated in the > 4. Explore commitment discount savings to get a clear overview of rate optimization opportunities. > 5. Quickly view public IP addresses with DDoS protection enabled and compare if it would be cheaper to enable DDoS to the vNet instead. > 6. Identify Azure Hybrid Benefit usage for SQL Database elastic pools to maximize cost efficiency. -> +> > - [Governance workbook](../_optimize/workbooks/governance/README.md): > 1. Added managed disk usage monitoring. - +> > ✏️ Changed: > > - [Optimization workbook](../_optimize/workbooks/optimization/README.md): diff --git a/docs/deploy/finops-hub-0.8.json b/docs/deploy/finops-hub-0.8.json new file mode 100644 index 000000000..a80c857f4 --- /dev/null +++ b/docs/deploy/finops-hub-0.8.json @@ -0,0 +1,8194 @@ +{ + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.93.31351", + "templateHash": "13598346182779466463" + } + }, + "parameters": { + "hubName": { + "type": "string", + "metadata": { + "description": "Optional. Name of the hub. Used to ensure unique resource names. Default: \"finops-hub\"." + } + }, + "location": { + "type": "string", + "defaultValue": "[resourceGroup().location]", + "metadata": { + "description": "Optional. Azure location where all resources should be created. See https://aka.ms/azureregions. Default: Same as deployment." + } + }, + "storageSku": { + "type": "string", + "defaultValue": "Premium_LRS", + "allowedValues": [ + "Premium_LRS", + "Premium_ZRS" + ], + "metadata": { + "description": "Optional. Storage SKU to use. LRS = Lowest cost, ZRS = High availability. Note Standard SKUs are not available for Data Lake gen2 storage. Allowed: Premium_LRS, Premium_ZRS. Default: Premium_LRS." + } + }, + "enableInfrastructureEncryption": { + "type": "bool", + "defaultValue": false, + "metadata": { + "description": "Optional. Enable infrastructure encryption on the storage account. Default = false." + } + }, + "remoteHubStorageUri": { + "type": "string", + "defaultValue": "", + "metadata": { + "description": "Optional. Storage account to push data to for ingestion into a remote hub." + } + }, + "remoteHubStorageKey": { + "type": "securestring", + "defaultValue": "", + "metadata": { + "description": "Optional. Storage account key to use when pushing data to a remote hub." + } + }, + "dataExplorerName": { + "type": "string", + "defaultValue": "", + "metadata": { + "description": "Optional. Name of the Azure Data Explorer cluster to use for advanced analytics. If empty, Azure Data Explorer will not be deployed. Required to use with Power BI if you have more than $2-5M/mo in costs being monitored. Default: \"\" (do not use)." + } + }, + "dataExplorerSku": { + "type": "string", + "defaultValue": "Dev(No SLA)_Standard_D11_v2", + "allowedValues": [ + "Dev(No SLA)_Standard_E2a_v4", + "Dev(No SLA)_Standard_D11_v2", + "Standard_D11_v2", + "Standard_D12_v2", + "Standard_D13_v2", + "Standard_D14_v2", + "Standard_D16d_v5", + "Standard_D32d_v4", + "Standard_D32d_v5", + "Standard_DS13_v2+1TB_PS", + "Standard_DS13_v2+2TB_PS", + "Standard_DS14_v2+3TB_PS", + "Standard_DS14_v2+4TB_PS", + "Standard_E2a_v4", + "Standard_E2ads_v5", + "Standard_E2d_v4", + "Standard_E2d_v5", + "Standard_E4a_v4", + "Standard_E4ads_v5", + "Standard_E4d_v4", + "Standard_E4d_v5", + "Standard_E8a_v4", + "Standard_E8ads_v5", + "Standard_E8as_v4+1TB_PS", + "Standard_E8as_v4+2TB_PS", + "Standard_E8as_v5+1TB_PS", + "Standard_E8as_v5+2TB_PS", + "Standard_E8d_v4", + "Standard_E8d_v5", + "Standard_E8s_v4+1TB_PS", + "Standard_E8s_v4+2TB_PS", + "Standard_E8s_v5+1TB_PS", + "Standard_E8s_v5+2TB_PS", + "Standard_E16a_v4", + "Standard_E16ads_v5", + "Standard_E16as_v4+3TB_PS", + "Standard_E16as_v4+4TB_PS", + "Standard_E16as_v5+3TB_PS", + "Standard_E16as_v5+4TB_PS", + "Standard_E16d_v4", + "Standard_E16d_v5", + "Standard_E16s_v4+3TB_PS", + "Standard_E16s_v4+4TB_PS", + "Standard_E16s_v5+3TB_PS", + "Standard_E16s_v5+4TB_PS", + "Standard_E64i_v3", + "Standard_E80ids_v4", + "Standard_EC8ads_v5", + "Standard_EC8as_v5+1TB_PS", + "Standard_EC8as_v5+2TB_PS", + "Standard_EC16ads_v5", + "Standard_EC16as_v5+3TB_PS", + "Standard_EC16as_v5+4TB_PS", + "Standard_L4s", + "Standard_L8as_v3", + "Standard_L8s", + "Standard_L8s_v2", + "Standard_L8s_v3", + "Standard_L16as_v3", + "Standard_L16s", + "Standard_L16s_v2", + "Standard_L16s_v3", + "Standard_L32as_v3", + "Standard_L32s_v3" + ], + "metadata": { + "description": "Optional. Name of the Azure Data Explorer SKU. Default: \"Dev(No SLA)_Standard_D11_v2\"." + } + }, + "dataExplorerCapacity": { + "type": "int", + "defaultValue": 1, + "minValue": 1, + "maxValue": 1000, + "metadata": { + "description": "Optional. Number of nodes to use in the cluster. Allowed values: 1 for the Basic SKU tier and 2-1000 for Standard. Default: 1 for dev/test SKUs, 2 for standard SKUs." + } + }, + "tags": { + "type": "object", + "defaultValue": {}, + "metadata": { + "description": "Optional. Tags to apply to all resources. We will also add the cm-resource-parent tag for improved cost roll-ups in Cost Management." + } + }, + "tagsByResource": { + "type": "object", + "defaultValue": {}, + "metadata": { + "description": "Optional. Tags to apply to resources based on their resource type. Resource type specific tags will be merged with tags for all resources." + } + }, + "scopesToMonitor": { + "type": "array", + "defaultValue": [], + "metadata": { + "description": "Optional. List of scope IDs to monitor and ingest cost for." + } + }, + "exportRetentionInDays": { + "type": "int", + "defaultValue": 0, + "metadata": { + "description": "Optional. Number of days of data to retain in the msexports container. Default: 0." + } + }, + "ingestionRetentionInMonths": { + "type": "int", + "defaultValue": 13, + "metadata": { + "description": "Optional. Number of months of data to retain in the ingestion container. Default: 13." + } + }, + "dataExplorerRawRetentionInDays": { + "type": "int", + "defaultValue": 0, + "metadata": { + "description": "Optional. Number of days of data to retain in the Data Explorer *_raw tables. Default: 0." + } + }, + "dataExplorerFinalRetentionInMonths": { + "type": "int", + "defaultValue": 13, + "metadata": { + "description": "Optional. Number of months of data to retain in the Data Explorer *_final_v* tables. Default: 13." + } + }, + "enablePublicAccess": { + "type": "bool", + "defaultValue": true, + "metadata": { + "description": "Optional. Enable public access to FinOps hubs resources. Default: true." + } + }, + "virtualNetworkAddressPrefix": { + "type": "string", + "defaultValue": "10.20.30.0/26", + "metadata": { + "description": "Optional. Address space for the workload. A /26 is required for the workload. Default: \"10.20.30.0/26\"." + } + } + }, + "resources": [ + { + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "hub", + "properties": { + "expressionEvaluationOptions": { + "scope": "inner" + }, + "mode": "Incremental", + "parameters": { + "hubName": { + "value": "[parameters('hubName')]" + }, + "location": { + "value": "[parameters('location')]" + }, + "storageSku": { + "value": "[parameters('storageSku')]" + }, + "enableInfrastructureEncryption": { + "value": "[parameters('enableInfrastructureEncryption')]" + }, + "dataExplorerName": { + "value": "[parameters('dataExplorerName')]" + }, + "dataExplorerSku": { + "value": "[parameters('dataExplorerSku')]" + }, + "dataExplorerCapacity": { + "value": "[parameters('dataExplorerCapacity')]" + }, + "tags": { + "value": "[parameters('tags')]" + }, + "tagsByResource": { + "value": "[parameters('tagsByResource')]" + }, + "scopesToMonitor": { + "value": "[parameters('scopesToMonitor')]" + }, + "exportRetentionInDays": { + "value": "[parameters('exportRetentionInDays')]" + }, + "ingestionRetentionInMonths": { + "value": "[parameters('ingestionRetentionInMonths')]" + }, + "dataExplorerRawRetentionInDays": { + "value": "[parameters('dataExplorerRawRetentionInDays')]" + }, + "dataExplorerFinalRetentionInMonths": { + "value": "[parameters('dataExplorerFinalRetentionInMonths')]" + }, + "remoteHubStorageUri": { + "value": "[parameters('remoteHubStorageUri')]" + }, + "remoteHubStorageKey": { + "value": "[parameters('remoteHubStorageKey')]" + }, + "enablePublicAccess": { + "value": "[parameters('enablePublicAccess')]" + }, + "virtualNetworkAddressPrefix": { + "value": "[parameters('virtualNetworkAddressPrefix')]" + } + }, + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "languageVersion": "2.0", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.93.31351", + "templateHash": "4218126733130950078" + } + }, + "parameters": { + "hubName": { + "type": "string", + "metadata": { + "description": "Optional. Name of the hub. Used to ensure unique resource names. Default: \"finops-hub\"." + } + }, + "location": { + "type": "string", + "defaultValue": "[resourceGroup().location]", + "metadata": { + "description": "Optional. Azure location where all resources should be created. See https://aka.ms/azureregions. Default: (resource group location)." + } + }, + "storageSku": { + "type": "string", + "defaultValue": "Premium_LRS", + "allowedValues": [ + "Premium_LRS", + "Premium_ZRS" + ], + "metadata": { + "description": "Optional. Storage SKU to use. LRS = Lowest cost, ZRS = High availability. Note Standard SKUs are not available for Data Lake gen2 storage. Allowed: Premium_LRS, Premium_ZRS. Default: Premium_LRS." + } + }, + "enableInfrastructureEncryption": { + "type": "bool", + "defaultValue": false, + "metadata": { + "description": "Optional. Enable infrastructure encryption on the storage account. Default = false." + } + }, + "remoteHubStorageUri": { + "type": "string", + "defaultValue": "", + "metadata": { + "description": "Optional. Remote storage account for ingestion dataset." + } + }, + "remoteHubStorageKey": { + "type": "securestring", + "defaultValue": "", + "metadata": { + "description": "Optional. Storage account key for remote storage account." + } + }, + "dataExplorerName": { + "type": "string", + "defaultValue": "", + "metadata": { + "description": "Optional. Name of the Azure Data Explorer cluster to use for advanced analytics. If empty, Azure Data Explorer will not be deployed. Required to use with Power BI if you have more than $2-5M/mo in costs being monitored. Default: \"\" (do not use)." + } + }, + "dataExplorerSku": { + "type": "string", + "defaultValue": "Dev(No SLA)_Standard_D11_v2", + "allowedValues": [ + "Dev(No SLA)_Standard_E2a_v4", + "Dev(No SLA)_Standard_D11_v2", + "Standard_D11_v2", + "Standard_D12_v2", + "Standard_D13_v2", + "Standard_D14_v2", + "Standard_D16d_v5", + "Standard_D32d_v4", + "Standard_D32d_v5", + "Standard_DS13_v2+1TB_PS", + "Standard_DS13_v2+2TB_PS", + "Standard_DS14_v2+3TB_PS", + "Standard_DS14_v2+4TB_PS", + "Standard_E2a_v4", + "Standard_E2ads_v5", + "Standard_E2d_v4", + "Standard_E2d_v5", + "Standard_E4a_v4", + "Standard_E4ads_v5", + "Standard_E4d_v4", + "Standard_E4d_v5", + "Standard_E8a_v4", + "Standard_E8ads_v5", + "Standard_E8as_v4+1TB_PS", + "Standard_E8as_v4+2TB_PS", + "Standard_E8as_v5+1TB_PS", + "Standard_E8as_v5+2TB_PS", + "Standard_E8d_v4", + "Standard_E8d_v5", + "Standard_E8s_v4+1TB_PS", + "Standard_E8s_v4+2TB_PS", + "Standard_E8s_v5+1TB_PS", + "Standard_E8s_v5+2TB_PS", + "Standard_E16a_v4", + "Standard_E16ads_v5", + "Standard_E16as_v4+3TB_PS", + "Standard_E16as_v4+4TB_PS", + "Standard_E16as_v5+3TB_PS", + "Standard_E16as_v5+4TB_PS", + "Standard_E16d_v4", + "Standard_E16d_v5", + "Standard_E16s_v4+3TB_PS", + "Standard_E16s_v4+4TB_PS", + "Standard_E16s_v5+3TB_PS", + "Standard_E16s_v5+4TB_PS", + "Standard_E64i_v3", + "Standard_E80ids_v4", + "Standard_EC8ads_v5", + "Standard_EC8as_v5+1TB_PS", + "Standard_EC8as_v5+2TB_PS", + "Standard_EC16ads_v5", + "Standard_EC16as_v5+3TB_PS", + "Standard_EC16as_v5+4TB_PS", + "Standard_L4s", + "Standard_L8as_v3", + "Standard_L8s", + "Standard_L8s_v2", + "Standard_L8s_v3", + "Standard_L16as_v3", + "Standard_L16s", + "Standard_L16s_v2", + "Standard_L16s_v3", + "Standard_L32as_v3", + "Standard_L32s_v3" + ], + "metadata": { + "description": "Optional. Name of the Azure Data Explorer SKU. Default: \"Dev(No SLA)_Standard_D11_v2\"." + } + }, + "dataExplorerCapacity": { + "type": "int", + "defaultValue": 1, + "minValue": 1, + "maxValue": 1000, + "metadata": { + "description": "Optional. Number of nodes to use in the cluster. Allowed values: 1 for the Basic SKU tier and 2-1000 for Standard. Default: 1 for dev/test SKUs, 2 for standard SKUs." + } + }, + "dataExplorerTrustedExternalTenants": { + "type": "array", + "items": { + "type": "string" + }, + "defaultValue": [], + "metadata": { + "description": "Optional. Array of external tenant IDs that should have access to the cluster. Default: empty (no external access)." + } + }, + "tags": { + "type": "object", + "defaultValue": {}, + "metadata": { + "description": "Optional. Tags to apply to all resources. We will also add the cm-resource-parent tag for improved cost roll-ups in Cost Management." + } + }, + "tagsByResource": { + "type": "object", + "defaultValue": {}, + "metadata": { + "description": "Optional. Tags to apply to resources based on their resource type. Resource type specific tags will be merged with tags for all resources." + } + }, + "scopesToMonitor": { + "type": "array", + "defaultValue": [], + "metadata": { + "description": "Optional. List of scope IDs to monitor and ingest cost for." + } + }, + "exportRetentionInDays": { + "type": "int", + "defaultValue": 0, + "metadata": { + "description": "Optional. Number of days of data to retain in the msexports container. Default: 0." + } + }, + "ingestionRetentionInMonths": { + "type": "int", + "defaultValue": 13, + "metadata": { + "description": "Optional. Number of months of data to retain in the ingestion container. Default: 13." + } + }, + "dataExplorerRawRetentionInDays": { + "type": "int", + "defaultValue": 0, + "metadata": { + "description": "Optional. Number of days of data to retain in the Data Explorer *_raw tables. Default: 0." + } + }, + "dataExplorerFinalRetentionInMonths": { + "type": "int", + "defaultValue": 13, + "metadata": { + "description": "Optional. Number of months of data to retain in the Data Explorer *_final_v* tables. Default: 13." + } + }, + "enablePublicAccess": { + "type": "bool", + "defaultValue": true, + "metadata": { + "description": "Optional. Enable public access to the data lake. Default: true." + } + }, + "virtualNetworkAddressPrefix": { + "type": "string", + "defaultValue": "10.20.30.0/26", + "metadata": { + "description": "Optional. Address space for the workload. A /26 is required for the workload. Default: \"10.20.30.0/26\"." + } + }, + "enableDefaultTelemetry": { + "type": "bool", + "defaultValue": true, + "metadata": { + "description": "Optional. Enable telemetry to track anonymous module usage trends, monitor for bugs, and improve future releases." + } + } + }, + "variables": { + "$fxv#0": "0.8", + "finOpsToolkitVersion": "0.8", + "resourceTags": "[union(parameters('tags'), createObject('cm-resource-parent', format('{0}/providers/Microsoft.Cloud/hubs/{1}', resourceGroup().id, parameters('hubName')), 'ftk-version', variables('finOpsToolkitVersion'), 'ftk-tool', 'FinOps hubs'))]", + "uniqueSuffix": "[uniqueString(parameters('hubName'), resourceGroup().id)]", + "dataFactoryPrefix": "[format('{0}-engine', replace(parameters('hubName'), '_', '-'))]", + "dataFactorySuffix": "[format('-{0}', variables('uniqueSuffix'))]", + "dataFactoryName": "[replace(format('{0}{1}', take(variables('dataFactoryPrefix'), sub(63, length(variables('dataFactorySuffix')))), variables('dataFactorySuffix')), '--', '-')]", + "deployDataExplorer": "[not(empty(parameters('dataExplorerName')))]", + "telemetryId": "00f120b5-2007-6120-0000-40b000000000" + }, + "resources": { + "defaultTelemetry": { + "condition": "[parameters('enableDefaultTelemetry')]", + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "[format('pid-{0}-{1}', variables('telemetryId'), uniqueString(deployment().name, parameters('location')))]", + "properties": { + "mode": "Incremental", + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "FinOps toolkit", + "version": "[variables('$fxv#0')]" + } + }, + "resources": [] + } + } + }, + "dataFactory": { + "type": "Microsoft.DataFactory/factories", + "apiVersion": "2018-06-01", + "name": "[variables('dataFactoryName')]", + "location": "[parameters('location')]", + "tags": "[union(variables('resourceTags'), coalesce(tryGet(parameters('tagsByResource'), 'Microsoft.DataFactory/factories'), createObject()))]", + "identity": { + "type": "SystemAssigned" + }, + "properties": { + "globalConfigurations": { + "PipelineBillingEnabled": "true" + } + } + }, + "vnet": { + "condition": "[not(parameters('enablePublicAccess'))]", + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "vnet", + "properties": { + "expressionEvaluationOptions": { + "scope": "inner" + }, + "mode": "Incremental", + "parameters": { + "hubName": { + "value": "[parameters('hubName')]" + }, + "location": { + "value": "[parameters('location')]" + }, + "virtualNetworkAddressPrefix": { + "value": "[parameters('virtualNetworkAddressPrefix')]" + }, + "tags": { + "value": "[variables('resourceTags')]" + }, + "tagsByResource": { + "value": "[parameters('tagsByResource')]" + } + }, + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.93.31351", + "templateHash": "981936302292714375" + } + }, + "parameters": { + "hubName": { + "type": "string", + "metadata": { + "description": "Required. Name of the hub. Used to ensure unique resource names." + } + }, + "virtualNetworkAddressPrefix": { + "type": "string", + "defaultValue": "10.20.30.0/26", + "metadata": { + "description": "Optional. Address space for the workload. A /26 is required for the workload. Default: \"10.20.30.0/26\"." + } + }, + "location": { + "type": "string", + "defaultValue": "[resourceGroup().location]", + "metadata": { + "description": "Optional. Azure location where all resources should be created. See https://aka.ms/azureregions. Default: (resource group location)." + } + }, + "tags": { + "type": "object", + "defaultValue": {}, + "metadata": { + "description": "Optional. Tags to apply to all resources." + } + }, + "tagsByResource": { + "type": "object", + "defaultValue": {}, + "metadata": { + "description": "Optional. Tags to apply to resources based on their resource type. Resource type specific tags will be merged with tags for all resources." + } + } + }, + "variables": { + "safeHubName": "[replace(replace(toLower(parameters('hubName')), '-', ''), '_', '')]", + "vNetName": "[format('{0}-vnet-{1}', variables('safeHubName'), parameters('location'))]", + "nsgName": "[format('{0}-nsg', variables('vNetName'))]", + "subnets": [ + { + "name": "private-endpoint-subnet", + "properties": { + "addressPrefix": "[cidrSubnet(parameters('virtualNetworkAddressPrefix'), 28, 0)]", + "networkSecurityGroup": { + "id": "[resourceId('Microsoft.Network/networkSecurityGroups', variables('nsgName'))]" + }, + "serviceEndpoints": [ + { + "service": "Microsoft.Storage" + } + ] + } + }, + { + "name": "script-subnet", + "properties": { + "addressPrefix": "[cidrSubnet(parameters('virtualNetworkAddressPrefix'), 28, 1)]", + "networkSecurityGroup": { + "id": "[resourceId('Microsoft.Network/networkSecurityGroups', variables('nsgName'))]" + }, + "delegations": [ + { + "name": "Microsoft.ContainerInstance/containerGroups", + "properties": { + "serviceName": "Microsoft.ContainerInstance/containerGroups" + } + } + ], + "serviceEndpoints": [ + { + "service": "Microsoft.Storage" + } + ] + } + }, + { + "name": "dataExplorer-subnet", + "properties": { + "addressPrefix": "[cidrSubnet(parameters('virtualNetworkAddressPrefix'), 27, 1)]", + "networkSecurityGroup": { + "id": "[resourceId('Microsoft.Network/networkSecurityGroups', variables('nsgName'))]" + } + } + } + ] + }, + "resources": [ + { + "type": "Microsoft.Network/networkSecurityGroups", + "apiVersion": "2023-11-01", + "name": "[variables('nsgName')]", + "location": "[parameters('location')]", + "tags": "[union(parameters('tags'), coalesce(tryGet(parameters('tagsByResource'), 'Microsoft.Storage/networkSecurityGroups'), createObject()))]", + "properties": { + "securityRules": [ + { + "name": "AllowVnetInBound", + "properties": { + "priority": 100, + "direction": "Inbound", + "access": "Allow", + "protocol": "*", + "sourcePortRange": "*", + "destinationPortRange": "*", + "sourceAddressPrefix": "VirtualNetwork", + "destinationAddressPrefix": "VirtualNetwork" + } + }, + { + "name": "AllowAzureLoadBalancerInBound", + "properties": { + "priority": 200, + "direction": "Inbound", + "access": "Allow", + "protocol": "*", + "sourcePortRange": "*", + "destinationPortRange": "*", + "sourceAddressPrefix": "AzureLoadBalancer", + "destinationAddressPrefix": "*" + } + }, + { + "name": "DenyAllInBound", + "properties": { + "priority": 4096, + "direction": "Inbound", + "access": "Deny", + "protocol": "*", + "sourcePortRange": "*", + "destinationPortRange": "*", + "sourceAddressPrefix": "*", + "destinationAddressPrefix": "*" + } + }, + { + "name": "AllowVnetOutBound", + "properties": { + "priority": 100, + "direction": "Outbound", + "access": "Allow", + "protocol": "*", + "sourcePortRange": "*", + "destinationPortRange": "*", + "sourceAddressPrefix": "VirtualNetwork", + "destinationAddressPrefix": "VirtualNetwork" + } + }, + { + "name": "AllowInternetOutBound", + "properties": { + "priority": 200, + "direction": "Outbound", + "access": "Allow", + "protocol": "*", + "sourcePortRange": "*", + "destinationPortRange": "*", + "sourceAddressPrefix": "*", + "destinationAddressPrefix": "Internet" + } + }, + { + "name": "DenyAllOutBound", + "properties": { + "priority": 4096, + "direction": "Outbound", + "access": "Deny", + "protocol": "*", + "sourcePortRange": "*", + "destinationPortRange": "*", + "sourceAddressPrefix": "*", + "destinationAddressPrefix": "*" + } + } + ] + } + }, + { + "type": "Microsoft.Network/virtualNetworks", + "apiVersion": "2023-11-01", + "name": "[variables('vNetName')]", + "location": "[parameters('location')]", + "tags": "[union(parameters('tags'), coalesce(tryGet(parameters('tagsByResource'), 'Microsoft.Storage/virtualNetworks'), createObject()))]", + "properties": { + "addressSpace": { + "addressPrefixes": [ + "[parameters('virtualNetworkAddressPrefix')]" + ] + }, + "subnets": "[variables('subnets')]" + }, + "dependsOn": [ + "[resourceId('Microsoft.Network/networkSecurityGroups', variables('nsgName'))]" + ] + } + ], + "outputs": { + "vNetId": { + "type": "string", + "value": "[resourceId('Microsoft.Network/virtualNetworks', variables('vNetName'))]" + }, + "vNetName": { + "type": "string", + "value": "[variables('vNetName')]" + }, + "vNetAddressSpace": { + "type": "array", + "value": "[reference(resourceId('Microsoft.Network/virtualNetworks', variables('vNetName')), '2023-11-01').addressSpace.addressPrefixes]" + }, + "vNetSubnets": { + "type": "array", + "value": "[reference(resourceId('Microsoft.Network/virtualNetworks', variables('vNetName')), '2023-11-01').subnets]" + }, + "finopsHubSubnetId": { + "type": "string", + "value": "[reference(resourceId('Microsoft.Network/virtualNetworks', variables('vNetName')), '2023-11-01').subnets[0].id]" + }, + "scriptSubnetId": { + "type": "string", + "value": "[reference(resourceId('Microsoft.Network/virtualNetworks', variables('vNetName')), '2023-11-01').subnets[1].id]" + }, + "dataExplorerSubnetId": { + "type": "string", + "value": "[reference(resourceId('Microsoft.Network/virtualNetworks', variables('vNetName')), '2023-11-01').subnets[2].id]" + } + } + } + } + }, + "storage": { + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "storage", + "properties": { + "expressionEvaluationOptions": { + "scope": "inner" + }, + "mode": "Incremental", + "parameters": { + "hubName": { + "value": "[parameters('hubName')]" + }, + "uniqueSuffix": { + "value": "[variables('uniqueSuffix')]" + }, + "sku": { + "value": "[parameters('storageSku')]" + }, + "location": { + "value": "[parameters('location')]" + }, + "tags": { + "value": "[variables('resourceTags')]" + }, + "tagsByResource": { + "value": "[parameters('tagsByResource')]" + }, + "enableInfrastructureEncryption": { + "value": "[parameters('enableInfrastructureEncryption')]" + }, + "scopesToMonitor": { + "value": "[parameters('scopesToMonitor')]" + }, + "msexportRetentionInDays": { + "value": "[parameters('exportRetentionInDays')]" + }, + "ingestionRetentionInMonths": { + "value": "[parameters('ingestionRetentionInMonths')]" + }, + "rawRetentionInDays": { + "value": "[parameters('dataExplorerRawRetentionInDays')]" + }, + "finalRetentionInMonths": { + "value": "[parameters('dataExplorerFinalRetentionInMonths')]" + }, + "virtualNetworkId": "[if(parameters('enablePublicAccess'), createObject('value', ''), createObject('value', reference('vnet').outputs.vNetId.value))]", + "privateEndpointSubnetId": "[if(parameters('enablePublicAccess'), createObject('value', ''), createObject('value', reference('vnet').outputs.finopsHubSubnetId.value))]", + "scriptSubnetId": "[if(parameters('enablePublicAccess'), createObject('value', ''), createObject('value', reference('vnet').outputs.scriptSubnetId.value))]", + "enablePublicAccess": { + "value": "[parameters('enablePublicAccess')]" + } + }, + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.93.31351", + "templateHash": "5620729023118426614" + } + }, + "parameters": { + "hubName": { + "type": "string", + "metadata": { + "description": "Required. Name of the FinOps hub instance. Used to ensure unique resource names." + } + }, + "uniqueSuffix": { + "type": "string", + "metadata": { + "description": "Required. Suffix to add to the storage account name to ensure uniqueness." + } + }, + "location": { + "type": "string", + "defaultValue": "[resourceGroup().location]", + "metadata": { + "description": "Optional. Azure location where all resources should be created. See https://aka.ms/azureregions. Default: (resource group location)." + } + }, + "sku": { + "type": "string", + "defaultValue": "Premium_LRS", + "allowedValues": [ + "Premium_LRS", + "Premium_ZRS" + ], + "metadata": { + "description": "Optional. Storage SKU to use. LRS = Lowest cost, ZRS = High availability. Note Standard SKUs are not available for Data Lake gen2 storage. Allowed: Premium_LRS, Premium_ZRS. Default: Premium_LRS." + } + }, + "tags": { + "type": "object", + "defaultValue": {}, + "metadata": { + "description": "Optional. Tags to apply to all resources." + } + }, + "tagsByResource": { + "type": "object", + "defaultValue": {}, + "metadata": { + "description": "Optional. Tags to apply to resources based on their resource type. Resource type specific tags will be merged with tags for all resources." + } + }, + "scopesToMonitor": { + "type": "array", + "metadata": { + "description": "Optional. List of scope IDs to monitor and ingest cost for." + } + }, + "msexportRetentionInDays": { + "type": "int", + "defaultValue": 0, + "metadata": { + "description": "Optional. Number of days of data to retain in the msexports container. Default: 0." + } + }, + "ingestionRetentionInMonths": { + "type": "int", + "defaultValue": 13, + "metadata": { + "description": "Optional. Number of months of data to retain in the ingestion container. Default: 13." + } + }, + "enableInfrastructureEncryption": { + "type": "bool", + "defaultValue": false, + "metadata": { + "description": "Optional. Enable infrastructure encryption on the storage account. Default = false." + } + }, + "rawRetentionInDays": { + "type": "int", + "defaultValue": 0, + "metadata": { + "description": "Optional. Number of days of data to retain in the Data Explorer *_raw tables. Default: 0." + } + }, + "finalRetentionInMonths": { + "type": "int", + "defaultValue": 13, + "metadata": { + "description": "Optional. Number of months of data to retain in the Data Explorer *_final_v* tables. Default: 13." + } + }, + "virtualNetworkId": { + "type": "string", + "metadata": { + "description": "Required. Id of the virtual network for private endpoints." + } + }, + "privateEndpointSubnetId": { + "type": "string", + "metadata": { + "description": "Required. Id of the subnet for private endpoints." + } + }, + "scriptSubnetId": { + "type": "string", + "metadata": { + "description": "Required. Id of the virtual network for running deployment scripts." + } + }, + "enablePublicAccess": { + "type": "bool", + "metadata": { + "description": "Optional. Enable public access to the data lake. Default: false." + } + } + }, + "variables": { + "$fxv#0": "{\r\n \"additionalColumns\": [],\r\n \"translator\": {\r\n \"type\": \"TabularTranslator\",\r\n \"mappings\": [\r\n {\r\n \"source\": { \"name\": \"BilledCost\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"BilledCost\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"BillingAccountId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"BillingAccountId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"BillingAccountName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"BillingAccountName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"BillingAccountType\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"BillingAccountType\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"BillingCurrency\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"BillingCurrency\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"BillingPeriodEnd\", \"type\": \"DateTimeOffset\" },\r\n \"sink\": { \"name\": \"BillingPeriodEnd\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"BillingPeriodStart\", \"type\": \"DateTimeOffset\" },\r\n \"sink\": { \"name\": \"BillingPeriodStart\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ChargeCategory\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ChargeCategory\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ChargeClass\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ChargeClass\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ChargeDescription\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ChargeDescription\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ChargeFrequency\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ChargeFrequency\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ChargePeriodEnd\", \"type\": \"DateTimeOffset\" },\r\n \"sink\": { \"name\": \"ChargePeriodEnd\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ChargePeriodStart\", \"type\": \"DateTimeOffset\" },\r\n \"sink\": { \"name\": \"ChargePeriodStart\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"CommitmentDiscountCategory\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"CommitmentDiscountCategory\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"CommitmentDiscountId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"CommitmentDiscountId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"CommitmentDiscountName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"CommitmentDiscountName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"CommitmentDiscountStatus\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"CommitmentDiscountStatus\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"CommitmentDiscountType\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"CommitmentDiscountType\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ConsumedQuantity\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"ConsumedQuantity\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ConsumedUnit\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ConsumedUnit\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ContractedCost\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"ContractedCost\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ContractedUnitPrice\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"ContractedUnitPrice\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"EffectiveCost\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"EffectiveCost\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"InvoiceIssuerName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"InvoiceIssuerName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ListCost\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"ListCost\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ListUnitPrice\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"ListUnitPrice\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"PricingCategory\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"PricingCategory\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"PricingQuantity\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"PricingQuantity\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"PricingUnit\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"PricingUnit\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ProviderName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ProviderName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"PublisherName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"PublisherName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"RegionId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"RegionId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"RegionName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"RegionName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ResourceId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ResourceId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ResourceName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ResourceName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ResourceType\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ResourceType\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ServiceCategory\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ServiceCategory\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ServiceName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ServiceName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"SkuId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"SkuId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"SkuPriceId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"SkuPriceId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"SubAccountId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"SubAccountId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"SubAccountName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"SubAccountName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"SubAccountType\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"SubAccountType\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"Tags\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"Tags\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_AccountId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_AccountId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_AccountName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_AccountName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_AccountOwnerId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_AccountOwnerId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_BilledCostInUsd\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"x_BilledCostInUsd\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_BilledUnitPrice\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"x_BilledUnitPrice\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_BillingAccountId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_BillingAccountId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_BillingAccountName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_BillingAccountName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_BillingExchangeRate\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"x_BillingExchangeRate\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_BillingExchangeRateDate\", \"type\": \"DateTimeOffset\" },\r\n \"sink\": { \"name\": \"x_BillingExchangeRateDate\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_BillingProfileId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_BillingProfileId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_BillingProfileName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_BillingProfileName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_ContractedCostInUsd\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"x_ContractedCostInUsd\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_CostAllocationRuleName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_CostAllocationRuleName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_CostCenter\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_CostCenter\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_CustomerId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_CustomerId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_CustomerName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_CustomerName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_EffectiveCostInUsd\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"x_EffectiveCostInUsd\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_EffectiveUnitPrice\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"x_EffectiveUnitPrice\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_InvoiceId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_InvoiceId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_InvoiceIssuerId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_InvoiceIssuerId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_InvoiceSectionId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_InvoiceSectionId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_InvoiceSectionName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_InvoiceSectionName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_ListCostInUsd\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"x_ListCostInUsd\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_PartnerCreditApplied\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_PartnerCreditApplied\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_PartnerCreditRate\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_PartnerCreditRate\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_PricingBlockSize\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"x_PricingBlockSize\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_PricingCurrency\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_PricingCurrency\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_PricingSubcategory\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_PricingSubcategory\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_PricingUnitDescription\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_PricingUnitDescription\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_PublisherCategory\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_PublisherCategory\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_PublisherId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_PublisherId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_ResellerId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_ResellerId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_ResellerName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_ResellerName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_ResourceGroupName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_ResourceGroupName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_ResourceType\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_ResourceType\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_ServicePeriodEnd\", \"type\": \"DateTimeOffset\" },\r\n \"sink\": { \"name\": \"x_ServicePeriodEnd\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_ServicePeriodStart\", \"type\": \"DateTimeOffset\" },\r\n \"sink\": { \"name\": \"x_ServicePeriodStart\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuDescription\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuDescription\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuDetails\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuDetails\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuIsCreditEligible\", \"type\": \"Boolean\" },\r\n \"sink\": { \"name\": \"x_SkuIsCreditEligible\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuMeterCategory\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuMeterCategory\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuMeterId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuMeterId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuMeterName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuMeterName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuMeterSubcategory\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuMeterSubcategory\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuOfferId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuOfferId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuOrderId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuOrderId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuOrderName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuOrderName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuPartNumber\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuPartNumber\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuRegion\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuRegion\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuServiceFamily\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuServiceFamily\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuTerm\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuTerm\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuTier\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuTier\" }\r\n }\r\n ]\r\n }\r\n}\r\n", + "$fxv#1": "{\r\n \"additionalColumns\": [],\r\n \"translator\": {\r\n \"type\": \"TabularTranslator\",\r\n \"mappings\": [\r\n {\r\n \"source\": { \"name\": \"BilledCost\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"BilledCost\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"BillingAccountId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"BillingAccountId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"BillingAccountName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"BillingAccountName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"BillingAccountType\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"BillingAccountType\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"BillingCurrency\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"BillingCurrency\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"BillingPeriodEnd\", \"type\": \"DateTimeOffset\" },\r\n \"sink\": { \"name\": \"BillingPeriodEnd\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"BillingPeriodStart\", \"type\": \"DateTimeOffset\" },\r\n \"sink\": { \"name\": \"BillingPeriodStart\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ChargeCategory\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ChargeCategory\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ChargeClass\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ChargeClass\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ChargeDescription\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ChargeDescription\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ChargeFrequency\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ChargeFrequency\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ChargePeriodEnd\", \"type\": \"DateTimeOffset\" },\r\n \"sink\": { \"name\": \"ChargePeriodEnd\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ChargePeriodStart\", \"type\": \"DateTimeOffset\" },\r\n \"sink\": { \"name\": \"ChargePeriodStart\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"CommitmentDiscountCategory\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"CommitmentDiscountCategory\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"CommitmentDiscountId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"CommitmentDiscountId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"CommitmentDiscountName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"CommitmentDiscountName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"CommitmentDiscountStatus\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"CommitmentDiscountStatus\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"CommitmentDiscountType\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"CommitmentDiscountType\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ConsumedQuantity\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"ConsumedQuantity\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ConsumedUnit\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ConsumedUnit\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ContractedCost\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"ContractedCost\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ContractedUnitPrice\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"ContractedUnitPrice\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"EffectiveCost\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"EffectiveCost\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"InvoiceIssuerName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"InvoiceIssuerName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ListCost\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"ListCost\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ListUnitPrice\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"ListUnitPrice\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"PricingCategory\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"PricingCategory\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"PricingQuantity\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"PricingQuantity\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"PricingUnit\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"PricingUnit\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ProviderName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ProviderName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"PublisherName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"PublisherName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"RegionId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"RegionId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"RegionName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"RegionName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ResourceId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ResourceId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ResourceName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ResourceName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ResourceType\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ResourceType\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ServiceCategory\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ServiceCategory\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ServiceName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ServiceName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"SkuId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"SkuId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"SkuPriceId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"SkuPriceId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"SubAccountId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"SubAccountId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"SubAccountName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"SubAccountName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"SubAccountType\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"SubAccountType\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"Tags\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"Tags\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_AccountId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_AccountId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_AccountName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_AccountName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_AccountOwnerId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_AccountOwnerId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_BilledCostInUsd\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"x_BilledCostInUsd\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_BilledUnitPrice\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"x_BilledUnitPrice\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_BillingAccountId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_BillingAccountId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_BillingAccountName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_BillingAccountName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_BillingExchangeRate\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"x_BillingExchangeRate\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_BillingExchangeRateDate\", \"type\": \"DateTimeOffset\" },\r\n \"sink\": { \"name\": \"x_BillingExchangeRateDate\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_BillingProfileId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_BillingProfileId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_BillingProfileName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_BillingProfileName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_ContractedCostInUsd\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"x_ContractedCostInUsd\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_CostAllocationRuleName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_CostAllocationRuleName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_CostCenter\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_CostCenter\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_CustomerId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_CustomerId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_CustomerName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_CustomerName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_EffectiveCostInUsd\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"x_EffectiveCostInUsd\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_EffectiveUnitPrice\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"x_EffectiveUnitPrice\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_InvoiceId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_InvoiceId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_InvoiceIssuerId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_InvoiceIssuerId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_InvoiceSectionId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_InvoiceSectionId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_InvoiceSectionName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_InvoiceSectionName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_ListCostInUsd\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"x_ListCostInUsd\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_PartnerCreditApplied\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_PartnerCreditApplied\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_PartnerCreditRate\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_PartnerCreditRate\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_PricingBlockSize\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"x_PricingBlockSize\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_PricingCurrency\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_PricingCurrency\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_PricingSubcategory\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_PricingSubcategory\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_PricingUnitDescription\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_PricingUnitDescription\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_PublisherCategory\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_PublisherCategory\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_PublisherId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_PublisherId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_ResellerId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_ResellerId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_ResellerName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_ResellerName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_ResourceGroupName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_ResourceGroupName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_ResourceType\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_ResourceType\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_ServicePeriodEnd\", \"type\": \"DateTimeOffset\" },\r\n \"sink\": { \"name\": \"x_ServicePeriodEnd\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_ServicePeriodStart\", \"type\": \"DateTimeOffset\" },\r\n \"sink\": { \"name\": \"x_ServicePeriodStart\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuDescription\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuDescription\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuDetails\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuDetails\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuIsCreditEligible\", \"type\": \"Boolean\" },\r\n \"sink\": { \"name\": \"x_SkuIsCreditEligible\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuMeterCategory\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuMeterCategory\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuMeterId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuMeterId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuMeterName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuMeterName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuMeterSubcategory\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuMeterSubcategory\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuOfferId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuOfferId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuOrderId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuOrderId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuOrderName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuOrderName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuPartNumber\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuPartNumber\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuRegion\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuRegion\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuServiceFamily\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuServiceFamily\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuTerm\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuTerm\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuTier\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuTier\" }\r\n }\r\n ]\r\n }\r\n}\r\n", + "$fxv#10": "0.8", + "$fxv#11": "# Copyright (c) Microsoft Corporation.\r\n# Licensed under the MIT License.\r\n\r\nWrite-Output \"Updating settings.json file...\"\r\nWrite-Output \" Storage account: $env:storageAccountName\"\r\nWrite-Output \" Container: $env:containerName\"\r\n\r\n$validateScopes = { $_.Length -gt 45 }\r\n\r\n# Initialize variables\r\n$fileName = 'settings.json'\r\n$filePath = Join-Path -Path . -ChildPath $fileName\r\n$newScopes = $env:scopes.Split('|') | Where-Object $validateScopes | ForEach-Object { @{ scope = $_ } }\r\n\r\n# Get storage context\r\n$storageContext = @{\r\n Context = New-AzStorageContext -StorageAccountName $env:storageAccountName -UseConnectedAccount\r\n Container = $env:containerName\r\n}\r\n\r\n# Download existing settings, if they exist\r\n$blob = Get-AzStorageBlobContent @storageContext -Blob $fileName -Destination $filePath -Force\r\nif ($blob)\r\n{\r\n $text = Get-Content $filePath -Raw\r\n Write-Output \"---------\"\r\n Write-Output $text\r\n Write-Output \"---------\"\r\n $json = $text | ConvertFrom-Json\r\n Write-Output \"Existing settings.json file found. Updating...\"\r\n # Rename exportScopes to scopes + convert to object array\r\n if ($json.exportScopes)\r\n {\r\n Write-Output \" Updating exportScopes...\"\r\n if ($json.exportScopes[0] -is [string])\r\n {\r\n Write-Output \" Converting string array to object array...\"\r\n $json.exportScopes = $json.exportScopes | Where-Object $validateScopes | ForEach-Object { @{ scope = $_ } }\r\n if (-not ($json.exportScopes -is [array]))\r\n {\r\n Write-Output \" Converting single object to object array...\"\r\n $json.exportScopes = @($json.exportScopes)\r\n }\r\n }\r\n\r\n Write-Output \" Renaming to 'scopes'...\"\r\n $json | Add-Member -MemberType NoteProperty -Name scopes -Value $json.exportScopes\r\n $json.PSObject.Properties.Remove('exportScopes')\r\n }\r\n}\r\n\r\n# Set default if not found\r\nif (!$json)\r\n{\r\n Write-Output \"No existing settings.json file found. Creating new file...\"\r\n $json = [ordered]@{\r\n '$schema' = 'https://aka.ms/finops/hubs/settings-schema'\r\n type = 'HubInstance'\r\n version = ''\r\n learnMore = 'https://aka.ms/finops/hubs'\r\n scopes = @()\r\n retention = @{\r\n 'msexports' = @{\r\n days = 0\r\n }\r\n 'ingestion' = @{\r\n months = 13\r\n }\r\n 'raw' = @{\r\n days = 0\r\n }\r\n 'final' = @{\r\n months = 13\r\n }\r\n }\r\n }\r\n\r\n $text = $json | ConvertTo-Json\r\n Write-Output \"---------\"\r\n Write-Output $text\r\n Write-Output \"---------\"\r\n}\r\n\r\n# Set values from inputs\r\n$json.scopes = $env:scopes.Split('|') | ForEach-Object { @{ 'scope' = $_ } }\r\nif (!($json.retention))\r\n{\r\n # In case the retention object is not present in the settings.json file (versions before 0.4), add it with default values\r\n $retention = @\"\r\n {\r\n \"msexports\": {\r\n \"days\": 0\r\n },\r\n \"ingestion\": {\r\n \"months\": 13\r\n },\r\n \"raw\": {\r\n \"days\": 0\r\n },\r\n \"final\": {\r\n \"months\": 13\r\n }\r\n }\r\n\"@\r\n $json | Add-Member -Name retention -Value (ConvertFrom-Json $retention) -MemberType NoteProperty\r\n}\r\n\r\n# Set or update msexports retention\r\nif (!($json.retention.msexports))\r\n{\r\n $json.retention | Add-Member -Name msexports -Value (ConvertFrom-Json \"{\"\"days\"\":$($env:msexportRetentionInDays)}\") -MemberType NoteProperty\r\n}\r\nelse\r\n{\r\n $json.retention.msexports.days = [Int32]::Parse($env:msexportRetentionInDays)\r\n}\r\n\r\n# Set or update ingestion retention\r\nif (!($json.retention.ingestion))\r\n{\r\n $json.retention | Add-Member -Name ingestion -Value (ConvertFrom-Json \"{\"\"months\"\":$($env:ingestionRetentionInMonths)}\") -MemberType NoteProperty\r\n}\r\nelse\r\n{\r\n $json.retention.ingestion.months = [Int32]::Parse($env:ingestionRetentionInMonths)\r\n}\r\n\r\n# Set or update raw retention\r\nif (!($json.retention.raw))\r\n{\r\n $json.retention | Add-Member -Name raw -Value (ConvertFrom-Json \"{\"\"days\"\":$($env:rawRetentionInDays)}\") -MemberType NoteProperty\r\n}\r\nelse\r\n{\r\n $json.retention.raw.days = [Int32]::Parse($env:rawRetentionInDays)\r\n}\r\n\r\n# Set or update final retention\r\nif (!($json.retention.final))\r\n{\r\n $json.retention | Add-Member -Name final -Value (ConvertFrom-Json \"{\"\"months\"\":$($env:finalRetentionInMonths)}\") -MemberType NoteProperty\r\n}\r\nelse\r\n{\r\n $json.retention.final.months = [Int32]::Parse($env:finalRetentionInMonths)\r\n}\r\n\r\n# Updating settings\r\nWrite-Output \"Updating version to $env:ftkVersion...\"\r\n$json.version = $env:ftkVersion\r\nif ($newScopes)\r\n{\r\n Write-Output \"Merging $($newScopes.Count) scopes...\"\r\n $json.scopes = Compare-Object -ReferenceObject $json.scopes -DifferenceObject $newScopes -Property scope -PassThru -IncludeEqual\r\n\r\n # Remove the SideIndicator property from the Compare-Object output\r\n $json.scopes | ForEach-Object { $_.PSObject.Properties.Remove('SideIndicator') } | ConvertTo-Json\r\n\r\n if (-not ($json.scopes -is [array]))\r\n {\r\n $json.scopes = @($json.scopes)\r\n }\r\n Write-Output \"$($json.scopes.Count) scopes found.\"\r\n}\r\n$text = $json | ConvertTo-Json\r\nWrite-Output \"---------\"\r\nWrite-Output $text\r\nWrite-Output \"---------\"\r\n$text | Out-File $filePath\r\n\r\n# Upload new/updated settings\r\nWrite-Output \"Uploading settings.json file...\"\r\nSet-AzStorageBlobContent @storageContext -File $filePath -Force | Out-Null\r\n\r\n# Save focusSchemaFile file to storage\r\n$schemaFiles = $env:schemaFiles | ConvertFrom-Json -Depth 10\r\nWrite-Output \"Uploading ${$schemaFiles.PSObject.Properties.Count} schema files...\"\r\n$schemaFiles.PSObject.Properties | ForEach-Object {\r\n $fileName = \"$($_.Name).json\"\r\n $tempPath = \"./$fileName\"\r\n Write-Output \" Uploading $($_.Name).json...\"\r\n $_.Value | Out-File $tempPath\r\n Set-AzStorageBlobContent @storageContext -File $tempPath -Blob \"schemas/$fileName\" -Force | Out-Null\r\n}\r\n", + "$fxv#2": "{\r\n \"additionalColumns\": [],\r\n \"translator\": {\r\n \"type\": \"TabularTranslator\",\r\n \"mappings\": [\r\n {\r\n \"source\": { \"name\": \"AvailabilityZone\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"AvailabilityZone\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"BilledCost\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"BilledCost\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"BillingAccountId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"BillingAccountId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"BillingAccountName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"BillingAccountName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"BillingAccountType\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"BillingAccountType\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"BillingCurrency\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"BillingCurrency\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"BillingPeriodEnd\", \"type\": \"DateTimeOffset\" },\r\n \"sink\": { \"name\": \"BillingPeriodEnd\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"BillingPeriodStart\", \"type\": \"DateTimeOffset\" },\r\n \"sink\": { \"name\": \"BillingPeriodStart\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ChargeCategory\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ChargeCategory\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ChargeDescription\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ChargeDescription\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ChargeFrequency\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ChargeFrequency\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ChargePeriodEnd\", \"type\": \"DateTimeOffset\" },\r\n \"sink\": { \"name\": \"ChargePeriodEnd\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ChargePeriodStart\", \"type\": \"DateTimeOffset\" },\r\n \"sink\": { \"name\": \"ChargePeriodStart\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ChargeSubcategory\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ChargeSubcategory\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"CommitmentDiscountCategory\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"CommitmentDiscountCategory\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"CommitmentDiscountId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"CommitmentDiscountId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"CommitmentDiscountName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"CommitmentDiscountName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"CommitmentDiscountType\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"CommitmentDiscountType\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"EffectiveCost\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"EffectiveCost\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"InvoiceIssuerName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"InvoiceIssuerName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ListCost\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"ListCost\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ListUnitPrice\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"ListUnitPrice\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"PricingCategory\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"PricingCategory\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"PricingQuantity\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"PricingQuantity\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"PricingUnit\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"PricingUnit\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ProviderName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ProviderName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"PublisherName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"PublisherName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"Region\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"Region\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ResourceId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ResourceId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ResourceName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ResourceName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ResourceType\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ResourceType\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ServiceCategory\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ServiceCategory\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ServiceName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ServiceName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"SkuId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"SkuId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"SkuPriceId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"SkuPriceId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"SubAccountId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"SubAccountId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"SubAccountName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"SubAccountName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"SubAccountType\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"SubAccountType\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"Tags\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"Tags\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"UsageQuantity\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"UsageQuantity\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"UsageUnit\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"UsageUnit\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_AccountName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_AccountName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_AccountOwnerId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_AccountOwnerId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_BilledCostInUsd\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"x_BilledCostInUsd\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_BilledUnitPrice\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"x_BilledUnitPrice\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_BillingAccountId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_BillingAccountId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_BillingAccountName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_BillingAccountName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_BillingExchangeRate\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"x_BillingExchangeRate\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_BillingExchangeRateDate\", \"type\": \"DateTimeOffset\" },\r\n \"sink\": { \"name\": \"x_BillingExchangeRateDate\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_BillingProfileId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_BillingProfileId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_BillingProfileName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_BillingProfileName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_ChargeId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_ChargeId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_CostAllocationRuleName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_CostAllocationRuleName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_CostCenter\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_CostCenter\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_CustomerId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_CustomerId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_CustomerName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_CustomerName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_EffectiveCostInUsd\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"x_EffectiveCostInUsd\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_EffectiveUnitPrice\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"x_EffectiveUnitPrice\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_InvoiceId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_InvoiceId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_InvoiceIssuerId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_InvoiceIssuerId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_InvoiceSectionId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_InvoiceSectionId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_InvoiceSectionName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_InvoiceSectionName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_OnDemandCost\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"x_OnDemandCost\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_OnDemandCostInUsd\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"x_OnDemandCostInUsd\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_OnDemandUnitPrice\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"x_OnDemandUnitPrice\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_PartnerCreditApplied\", \"type\": \"Boolean\" },\r\n \"sink\": { \"name\": \"x_PartnerCreditApplied\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_PartnerCreditRate\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"x_PartnerCreditRate\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_PricingBlockSize\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"x_PricingBlockSize\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_PricingCurrency\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_PricingCurrency\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_PricingSubcategory\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_PricingSubcategory\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_PricingUnitDescription\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_PricingUnitDescription\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_PublisherCategory\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_PublisherCategory\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_PublisherId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_PublisherId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_ResellerId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_ResellerId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_ResellerName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_ResellerName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_ResourceGroupName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_ResourceGroupName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_ResourceType\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_ResourceType\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_ServicePeriodEnd\", \"type\": \"DateTimeOffset\" },\r\n \"sink\": { \"name\": \"x_ServicePeriodEnd\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_ServicePeriodStart\", \"type\": \"DateTimeOffset\" },\r\n \"sink\": { \"name\": \"x_ServicePeriodStart\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuDescription\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuDescription\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuDetails\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuDetails\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuIsCreditEligible\", \"type\": \"Boolean\" },\r\n \"sink\": { \"name\": \"x_SkuIsCreditEligible\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuMeterCategory\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuMeterCategory\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuMeterId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuMeterId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuMeterName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuMeterName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuMeterSubcategory\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuMeterSubcategory\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuOfferId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuOfferId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuOrderId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuOrderId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuOrderName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuOrderName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuPartNumber\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuPartNumber\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuRegion\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuRegion\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuServiceFamily\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuServiceFamily\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuTerm\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuTerm\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuTier\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuTier\" }\r\n }\r\n ]\r\n }\r\n}\r\n", + "$fxv#3": "{\r\n \"additionalColumns\": [],\r\n \"translator\": {\r\n \"type\": \"TabularTranslator\",\r\n \"mappings\": [\r\n {\r\n \"source\": { \"name\": \"EnrollmentNumber\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"EnrollmentNumber\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"MeterID\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"MeterID\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"MeterName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"MeterName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"MeterType\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"MeterType\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"MeterCategory\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"MeterCategory\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"MeterSubCategory\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"MeterSubCategory\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ServiceFamily\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ServiceFamily\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"Product\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"Product\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"SkuID\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"SkuID\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ProductID\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ProductID\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"MeterRegion\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"MeterRegion\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"UnitOfMeasure\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"UnitOfMeasure\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"PartNumber\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"PartNumber\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"EffectiveStartDate\", \"type\": \"DateTimeOffset\" },\r\n \"sink\": { \"name\": \"EffectiveStartDate\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"EffectiveEndDate\", \"type\": \"DateTimeOffset\" },\r\n \"sink\": { \"name\": \"EffectiveEndDate\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"UnitPrice\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"UnitPrice\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"BasePrice\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"BasePrice\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"MarketPrice\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"MarketPrice\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"CurrencyCode\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"CurrencyCode\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"IncludedQuantity\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"IncludedQuantity\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"OfferID\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"OfferID\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"Term\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"Term\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"PriceType\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"PriceType\" }\r\n }\r\n ]\r\n }\r\n}\r\n", + "$fxv#4": "{\r\n \"additionalColumns\": [],\r\n \"translator\": {\r\n \"type\": \"TabularTranslator\",\r\n \"mappings\": [\r\n {\r\n \"source\": { \"name\": \"BillingAccountId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"BillingAccountId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"BillingAccountName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"BillingAccountName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"BillingProfileId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"BillingProfileId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"BillingProfileName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"BillingProfileName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ServiceFamily\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ServiceFamily\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"Product\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"Product\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ProductId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ProductId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"SkuId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"SkuId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"UnitOfMeasure\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"UnitOfMeasure\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"MeterId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"MeterId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"MeterName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"MeterName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"MeterType\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"MeterType\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"MeterCategory\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"MeterCategory\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"MeterSubCategory\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"MeterSubCategory\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"MeterRegion\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"MeterRegion\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"TierMinimumUnits\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"TierMinimumUnits\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"EffectiveStartDate\", \"type\": \"DateTimeOffset\" },\r\n \"sink\": { \"name\": \"EffectiveStartDate\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"EffectiveEndDate\", \"type\": \"DateTimeOffset\" },\r\n \"sink\": { \"name\": \"EffectiveEndDate\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"UnitPrice\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"UnitPrice\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"BasePrice\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"BasePrice\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"MarketPrice\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"MarketPrice\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"Currency\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"Currency\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"BillingCurrency\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"BillingCurrency\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"Term\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"Term\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"PriceType\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"PriceType\" }\r\n }\r\n ]\r\n }\r\n}\r\n", + "$fxv#5": "{\r\n \"additionalColumns\": [],\r\n \"translator\": {\r\n \"type\": \"TabularTranslator\",\r\n \"mappings\": [\r\n {\r\n \"source\": { \"name\": \"InstanceFlexibilityGroup\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"InstanceFlexibilityGroup\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"InstanceFlexibilityRatio\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"InstanceFlexibilityRatio\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"InstanceId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"InstanceId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"Kind\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"Kind\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ReservationOrderId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ReservationOrderId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ReservationId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ReservationId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ReservedHours\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"ReservedHours\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"SkuName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"SkuName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"TotalReservedQuantity\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"TotalReservedQuantity\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"UsageDate\", \"type\": \"DateTimeOffset\" },\r\n \"sink\": { \"name\": \"UsageDate\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"UsedHours\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"UsedHours\" }\r\n }\r\n ]\r\n }\r\n}\r\n", + "$fxv#6": "{\r\n \"additionalColumns\": [],\r\n \"translator\": {\r\n \"type\": \"TabularTranslator\",\r\n \"mappings\": [\r\n {\r\n \"source\": { \"name\": \"SKU\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"SKU\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"Location\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"Location\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"CostWithNoReservedInstances\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"CostWithNoReservedInstances\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"FirstUsageDate\", \"type\": \"DateTimeOffset\" },\r\n \"sink\": { \"name\": \"FirstUsageDate\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"InstanceFlexibilityRatio\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"InstanceFlexibilityRatio\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"InstanceFlexibilityGroup\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"InstanceFlexibilityGroup\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"LookBackPeriod\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"LookBackPeriod\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"MeterId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"MeterId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"NetSavings\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"NetSavings\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"NormalizedSize\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"NormalizedSize\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"RecommendedQuantity\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"RecommendedQuantity\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"RecommendedQuantityNormalized\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"RecommendedQuantityNormalized\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ResourceType\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ResourceType\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"Scope\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"Scope\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"SkuProperties\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"SkuProperties\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"Term\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"Term\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"TotalCostWithReservedInstances\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"TotalCostWithReservedInstances\" }\r\n }\r\n ]\r\n }\r\n}\r\n", + "$fxv#7": "{\r\n \"additionalColumns\": [],\r\n \"translator\": {\r\n \"type\": \"TabularTranslator\",\r\n \"mappings\": [\r\n {\r\n \"source\": { \"name\": \"Cost With No ReservedInstances\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"Cost With No ReservedInstances\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"First UsageDate\", \"type\": \"DateTimeOffset\" },\r\n \"sink\": { \"name\": \"First UsageDate\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"Instance Flexibility Ratio\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"Instance Flexibility Ratio\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"Instance Flexibility Group\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"Instance Flexibility Group\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"Location\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"Location\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"LookBackPeriod\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"LookBackPeriod\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"MeterID\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"MeterID\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"Net Savings\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"Net Savings\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"Normalized Size\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"Normalized Size\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"Recommended Quantity\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"Recommended Quantity\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"Recommended Quantity Normalized\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"Recommended Quantity Normalized\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ResourceType\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ResourceType\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"scope\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"scope\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"SkuName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"SkuName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"Sku Properties\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"Sku Properties\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"Term\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"Term\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"Total Cost With ReservedInstances\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"Total Cost With ReservedInstances\" }\r\n }\r\n ]\r\n }\r\n}\r\n", + "$fxv#8": "{\r\n \"additionalColumns\": [],\r\n \"translator\": {\r\n \"type\": \"TabularTranslator\",\r\n \"mappings\": [\r\n {\r\n \"source\": { \"name\": \"AccountName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"AccountName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"AccountOwnerEmail\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"AccountOwnerEmail\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"Amount\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"Amount\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ArmSkuName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ArmSkuName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"BillingFrequency\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"BillingFrequency\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"BillingMonth\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"BillingMonth\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"CostCenter\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"CostCenter\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"Currency\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"Currency\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"CurrentEnrollmentId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"CurrentEnrollmentId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"DepartmentName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"DepartmentName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"Description\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"Description\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"EventDate\", \"type\": \"DateTimeOffset\" },\r\n \"sink\": { \"name\": \"EventDate\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"EventType\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"EventType\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"MonetaryCommitment\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"MonetaryCommitment\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"Overage\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"Overage\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"PurchasingSubscriptionGuid\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"PurchasingSubscriptionGuid\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"PurchasingSubscriptionName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"PurchasingSubscriptionName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"PurchasingEnrollment\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"PurchasingEnrollment\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"Quantity\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"Quantity\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"Region\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"Region\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ReservationOrderId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ReservationOrderId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ReservationOrderName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ReservationOrderName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"Term\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"Term\" }\r\n }\r\n ]\r\n }\r\n}\r\n", + "$fxv#9": "{\r\n \"additionalColumns\": [],\r\n \"translator\": {\r\n \"type\": \"TabularTranslator\",\r\n \"mappings\": [\r\n {\r\n \"source\": { \"name\": \"Amount\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"Amount\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ArmSkuName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ArmSkuName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"BillingFrequency\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"BillingFrequency\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"BillingProfileId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"BillingProfileId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"BillingProfileName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"BillingProfileName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"Currency\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"Currency\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"Description\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"Description\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"EventDate\", \"type\": \"DateTimeOffset\" },\r\n \"sink\": { \"name\": \"EventDate\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"EventType\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"EventType\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"Invoice\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"Invoice\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"InvoiceId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"InvoiceId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"InvoiceSectionId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"InvoiceSectionId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"InvoiceSectionName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"InvoiceSectionName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"PurchasingSubscriptionGuid\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"PurchasingSubscriptionGuid\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"PurchasingSubscriptionName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"PurchasingSubscriptionName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"Quantity\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"Quantity\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"Region\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"Region\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ReservationOrderId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ReservationOrderId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ReservationOrderName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ReservationOrderName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"Term\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"Term\" }\r\n }\r\n ]\r\n }\r\n}\r\n", + "safeHubName": "[replace(replace(toLower(parameters('hubName')), '-', ''), '_', '')]", + "storageAccountSuffix": "[parameters('uniqueSuffix')]", + "storageAccountName": "[format('{0}{1}', take(variables('safeHubName'), sub(24, length(variables('storageAccountSuffix')))), variables('storageAccountSuffix'))]", + "scriptStorageAccountName": "[format('{0}script{1}', take(variables('safeHubName'), sub(16, length(variables('storageAccountSuffix')))), variables('storageAccountSuffix'))]", + "schemaFiles": { + "focuscost_1.0r2": "[variables('$fxv#0')]", + "focuscost_1.0": "[variables('$fxv#1')]", + "focuscost_1.0-preview(v1)": "[variables('$fxv#2')]", + "pricesheet_2023-05-01_ea": "[variables('$fxv#3')]", + "pricesheet_2023-05-01_mca": "[variables('$fxv#4')]", + "reservationdetails_2023-03-01": "[variables('$fxv#5')]", + "reservationrecommendations_2023-05-01_ea": "[variables('$fxv#6')]", + "reservationrecommendations_2023-05-01_mca": "[variables('$fxv#7')]", + "reservationtransactions_2023-05-01_ea": "[variables('$fxv#8')]", + "reservationtransactions_2023-05-01_mca": "[variables('$fxv#9')]" + }, + "blobUploadRbacRoles": [ + "ba92f5b4-2d11-453d-a403-e96b0029c9fe", + "e40ec5ca-96e0-45a2-b4ff-59039f2c2b59", + "69566ab7-960f-475b-8e7c-b3118f30c6bd" + ] + }, + "resources": [ + { + "type": "Microsoft.Storage/storageAccounts", + "apiVersion": "2022-09-01", + "name": "[variables('storageAccountName')]", + "location": "[parameters('location')]", + "sku": { + "name": "[parameters('sku')]" + }, + "kind": "BlockBlobStorage", + "tags": "[union(parameters('tags'), coalesce(tryGet(parameters('tagsByResource'), 'Microsoft.Storage/storageAccounts'), createObject()))]", + "properties": "[union(if(not(parameters('enableInfrastructureEncryption')), createObject(), createObject('encryption', createObject('keySource', 'Microsoft.Storage', 'requireInfrastructureEncryption', parameters('enableInfrastructureEncryption')))), createObject('supportsHttpsTrafficOnly', true(), 'allowSharedKeyAccess', true(), 'isHnsEnabled', true(), 'minimumTlsVersion', 'TLS1_2', 'allowBlobPublicAccess', false(), 'publicNetworkAccess', 'Enabled', 'networkAcls', createObject('bypass', 'AzureServices', 'defaultAction', if(parameters('enablePublicAccess'), 'Allow', 'Deny'))))]" + }, + { + "condition": "[not(parameters('enablePublicAccess'))]", + "type": "Microsoft.Storage/storageAccounts", + "apiVersion": "2022-09-01", + "name": "[variables('scriptStorageAccountName')]", + "location": "[parameters('location')]", + "sku": { + "name": "Standard_LRS" + }, + "kind": "StorageV2", + "tags": "[union(parameters('tags'), coalesce(tryGet(parameters('tagsByResource'), 'Microsoft.Storage/storageAccounts'), createObject()))]", + "properties": { + "supportsHttpsTrafficOnly": true, + "allowSharedKeyAccess": true, + "isHnsEnabled": false, + "minimumTlsVersion": "TLS1_2", + "allowBlobPublicAccess": false, + "publicNetworkAccess": "Enabled", + "networkAcls": { + "bypass": "AzureServices", + "defaultAction": "Deny", + "virtualNetworkRules": [ + { + "id": "[parameters('scriptSubnetId')]", + "action": "Allow" + } + ] + } + } + }, + { + "condition": "[not(parameters('enablePublicAccess'))]", + "type": "Microsoft.Network/privateDnsZones", + "apiVersion": "2024-06-01", + "name": "[format('privatelink.blob.{0}', environment().suffixes.storage)]", + "location": "global", + "tags": "[union(parameters('tags'), coalesce(tryGet(parameters('tagsByResource'), 'Microsoft.Storage/privateDnsZones'), createObject()))]", + "properties": {} + }, + { + "condition": "[not(parameters('enablePublicAccess'))]", + "type": "Microsoft.Network/privateDnsZones", + "apiVersion": "2024-06-01", + "name": "[format('privatelink.dfs.{0}', environment().suffixes.storage)]", + "location": "global", + "tags": "[union(parameters('tags'), coalesce(tryGet(parameters('tagsByResource'), 'Microsoft.Storage/privateDnsZones'), createObject()))]", + "properties": {} + }, + { + "condition": "[not(parameters('enablePublicAccess'))]", + "type": "Microsoft.Network/privateDnsZones", + "apiVersion": "2024-06-01", + "name": "[format('privatelink.queue.{0}', environment().suffixes.storage)]", + "location": "global", + "tags": "[union(parameters('tags'), coalesce(tryGet(parameters('tagsByResource'), 'Microsoft.Storage/privateDnsZones'), createObject()))]", + "properties": {} + }, + { + "condition": "[not(parameters('enablePublicAccess'))]", + "type": "Microsoft.Network/privateDnsZones", + "apiVersion": "2024-06-01", + "name": "[format('privatelink.table.{0}', environment().suffixes.storage)]", + "location": "global", + "tags": "[union(parameters('tags'), coalesce(tryGet(parameters('tagsByResource'), 'Microsoft.Storage/privateDnsZones'), createObject()))]", + "properties": {} + }, + { + "condition": "[not(parameters('enablePublicAccess'))]", + "type": "Microsoft.Network/privateDnsZones/virtualNetworkLinks", + "apiVersion": "2024-06-01", + "name": "[format('{0}/{1}', format('privatelink.blob.{0}', environment().suffixes.storage), format('{0}-link', replace(format('privatelink.blob.{0}', environment().suffixes.storage), '.', '-')))]", + "location": "global", + "tags": "[union(parameters('tags'), coalesce(tryGet(parameters('tagsByResource'), 'Microsoft.Network/privateDnsZones/virtualNetworkLinks'), createObject()))]", + "properties": { + "registrationEnabled": false, + "virtualNetwork": { + "id": "[parameters('virtualNetworkId')]" + } + }, + "dependsOn": [ + "[resourceId('Microsoft.Network/privateDnsZones', format('privatelink.blob.{0}', environment().suffixes.storage))]" + ] + }, + { + "condition": "[not(parameters('enablePublicAccess'))]", + "type": "Microsoft.Network/privateDnsZones/virtualNetworkLinks", + "apiVersion": "2024-06-01", + "name": "[format('{0}/{1}', format('privatelink.dfs.{0}', environment().suffixes.storage), format('{0}-link', replace(format('privatelink.dfs.{0}', environment().suffixes.storage), '.', '-')))]", + "location": "global", + "tags": "[union(parameters('tags'), coalesce(tryGet(parameters('tagsByResource'), 'Microsoft.Network/privateDnsZones/virtualNetworkLinks'), createObject()))]", + "properties": { + "registrationEnabled": false, + "virtualNetwork": { + "id": "[parameters('virtualNetworkId')]" + } + }, + "dependsOn": [ + "[resourceId('Microsoft.Network/privateDnsZones', format('privatelink.dfs.{0}', environment().suffixes.storage))]" + ] + }, + { + "condition": "[not(parameters('enablePublicAccess'))]", + "type": "Microsoft.Network/privateDnsZones/virtualNetworkLinks", + "apiVersion": "2024-06-01", + "name": "[format('{0}/{1}', format('privatelink.queue.{0}', environment().suffixes.storage), format('{0}-link', replace(format('privatelink.queue.{0}', environment().suffixes.storage), '.', '-')))]", + "location": "global", + "tags": "[union(parameters('tags'), coalesce(tryGet(parameters('tagsByResource'), 'Microsoft.Network/privateDnsZones/virtualNetworkLinks'), createObject()))]", + "properties": { + "registrationEnabled": false, + "virtualNetwork": { + "id": "[parameters('virtualNetworkId')]" + } + }, + "dependsOn": [ + "[resourceId('Microsoft.Network/privateDnsZones', format('privatelink.queue.{0}', environment().suffixes.storage))]" + ] + }, + { + "condition": "[not(parameters('enablePublicAccess'))]", + "type": "Microsoft.Network/privateDnsZones/virtualNetworkLinks", + "apiVersion": "2024-06-01", + "name": "[format('{0}/{1}', format('privatelink.table.{0}', environment().suffixes.storage), format('{0}-link', replace(format('privatelink.table.{0}', environment().suffixes.storage), '.', '-')))]", + "location": "global", + "tags": "[union(parameters('tags'), coalesce(tryGet(parameters('tagsByResource'), 'Microsoft.Network/privateDnsZones/virtualNetworkLinks'), createObject()))]", + "properties": { + "registrationEnabled": false, + "virtualNetwork": { + "id": "[parameters('virtualNetworkId')]" + } + }, + "dependsOn": [ + "[resourceId('Microsoft.Network/privateDnsZones', format('privatelink.table.{0}', environment().suffixes.storage))]" + ] + }, + { + "condition": "[not(parameters('enablePublicAccess'))]", + "type": "Microsoft.Network/privateEndpoints", + "apiVersion": "2023-11-01", + "name": "[format('{0}-blob-ep', variables('storageAccountName'))]", + "location": "[parameters('location')]", + "tags": "[union(parameters('tags'), coalesce(tryGet(parameters('tagsByResource'), 'Microsoft.Network/privateEndpoints'), createObject()))]", + "properties": { + "subnet": { + "id": "[parameters('privateEndpointSubnetId')]" + }, + "privateLinkServiceConnections": [ + { + "name": "blobLink", + "properties": { + "privateLinkServiceId": "[resourceId('Microsoft.Storage/storageAccounts', variables('storageAccountName'))]", + "groupIds": [ + "blob" + ] + } + } + ] + }, + "dependsOn": [ + "[resourceId('Microsoft.Storage/storageAccounts', variables('storageAccountName'))]" + ] + }, + { + "condition": "[not(parameters('enablePublicAccess'))]", + "type": "Microsoft.Network/privateEndpoints", + "apiVersion": "2023-11-01", + "name": "[format('{0}-blob-ep', variables('scriptStorageAccountName'))]", + "location": "[parameters('location')]", + "tags": "[union(parameters('tags'), coalesce(tryGet(parameters('tagsByResource'), 'Microsoft.Network/privateEndpoints'), createObject()))]", + "properties": { + "subnet": { + "id": "[parameters('privateEndpointSubnetId')]" + }, + "privateLinkServiceConnections": [ + { + "name": "scriptLink", + "properties": { + "privateLinkServiceId": "[resourceId('Microsoft.Storage/storageAccounts', variables('scriptStorageAccountName'))]", + "groupIds": [ + "blob" + ] + } + } + ] + }, + "dependsOn": [ + "[resourceId('Microsoft.Storage/storageAccounts', variables('scriptStorageAccountName'))]" + ] + }, + { + "condition": "[not(parameters('enablePublicAccess'))]", + "type": "Microsoft.Network/privateEndpoints", + "apiVersion": "2023-11-01", + "name": "[format('{0}-dfs-ep', variables('storageAccountName'))]", + "location": "[parameters('location')]", + "tags": "[union(parameters('tags'), coalesce(tryGet(parameters('tagsByResource'), 'Microsoft.Network/privateEndpoints'), createObject()))]", + "properties": { + "subnet": { + "id": "[parameters('privateEndpointSubnetId')]" + }, + "privateLinkServiceConnections": [ + { + "name": "dfsLink", + "properties": { + "privateLinkServiceId": "[resourceId('Microsoft.Storage/storageAccounts', variables('storageAccountName'))]", + "groupIds": [ + "dfs" + ] + } + } + ] + }, + "dependsOn": [ + "[resourceId('Microsoft.Storage/storageAccounts', variables('storageAccountName'))]" + ] + }, + { + "condition": "[not(parameters('enablePublicAccess'))]", + "type": "Microsoft.Network/privateEndpoints/privateDnsZoneGroups", + "apiVersion": "2023-11-01", + "name": "[format('{0}/{1}', format('{0}-blob-ep', variables('storageAccountName')), 'storage-endpoint-zone')]", + "properties": { + "privateDnsZoneConfigs": [ + { + "name": "[format('privatelink.blob.{0}', environment().suffixes.storage)]", + "properties": { + "privateDnsZoneId": "[resourceId('Microsoft.Network/privateDnsZones', format('privatelink.blob.{0}', environment().suffixes.storage))]" + } + } + ] + }, + "dependsOn": [ + "[resourceId('Microsoft.Network/privateEndpoints', format('{0}-blob-ep', variables('storageAccountName')))]", + "[resourceId('Microsoft.Network/privateDnsZones', format('privatelink.blob.{0}', environment().suffixes.storage))]" + ] + }, + { + "condition": "[not(parameters('enablePublicAccess'))]", + "type": "Microsoft.Network/privateEndpoints/privateDnsZoneGroups", + "apiVersion": "2023-11-01", + "name": "[format('{0}/{1}', format('{0}-dfs-ep', variables('storageAccountName')), 'dfs-endpoint-zone')]", + "properties": { + "privateDnsZoneConfigs": [ + { + "name": "[format('privatelink.dfs.{0}', environment().suffixes.storage)]", + "properties": { + "privateDnsZoneId": "[resourceId('Microsoft.Network/privateDnsZones', format('privatelink.dfs.{0}', environment().suffixes.storage))]" + } + } + ] + }, + "dependsOn": [ + "[resourceId('Microsoft.Network/privateEndpoints', format('{0}-dfs-ep', variables('storageAccountName')))]", + "[resourceId('Microsoft.Network/privateDnsZones', format('privatelink.dfs.{0}', environment().suffixes.storage))]" + ] + }, + { + "condition": "[not(parameters('enablePublicAccess'))]", + "type": "Microsoft.Network/privateEndpoints/privateDnsZoneGroups", + "apiVersion": "2023-11-01", + "name": "[format('{0}/{1}', format('{0}-blob-ep', variables('scriptStorageAccountName')), 'blob-endpoint-zone')]", + "properties": { + "privateDnsZoneConfigs": [ + { + "name": "[format('privatelink.blob.{0}', environment().suffixes.storage)]", + "properties": { + "privateDnsZoneId": "[resourceId('Microsoft.Network/privateDnsZones', format('privatelink.blob.{0}', environment().suffixes.storage))]" + } + } + ] + }, + "dependsOn": [ + "[resourceId('Microsoft.Network/privateDnsZones', format('privatelink.blob.{0}', environment().suffixes.storage))]", + "[resourceId('Microsoft.Network/privateEndpoints', format('{0}-blob-ep', variables('scriptStorageAccountName')))]" + ] + }, + { + "type": "Microsoft.Storage/storageAccounts/blobServices", + "apiVersion": "2022-09-01", + "name": "[format('{0}/{1}', variables('storageAccountName'), 'default')]", + "dependsOn": [ + "[resourceId('Microsoft.Storage/storageAccounts', variables('storageAccountName'))]" + ] + }, + { + "type": "Microsoft.Storage/storageAccounts/blobServices/containers", + "apiVersion": "2022-09-01", + "name": "[format('{0}/{1}/{2}', variables('storageAccountName'), 'default', 'config')]", + "properties": { + "publicAccess": "None", + "metadata": {} + }, + "dependsOn": [ + "[resourceId('Microsoft.Storage/storageAccounts/blobServices', variables('storageAccountName'), 'default')]" + ] + }, + { + "type": "Microsoft.Storage/storageAccounts/blobServices/containers", + "apiVersion": "2022-09-01", + "name": "[format('{0}/{1}/{2}', variables('storageAccountName'), 'default', 'msexports')]", + "properties": { + "publicAccess": "None", + "metadata": {} + }, + "dependsOn": [ + "[resourceId('Microsoft.Storage/storageAccounts/blobServices', variables('storageAccountName'), 'default')]" + ] + }, + { + "type": "Microsoft.Storage/storageAccounts/blobServices/containers", + "apiVersion": "2022-09-01", + "name": "[format('{0}/{1}/{2}', variables('storageAccountName'), 'default', 'ingestion')]", + "properties": { + "publicAccess": "None", + "metadata": {} + }, + "dependsOn": [ + "[resourceId('Microsoft.Storage/storageAccounts/blobServices', variables('storageAccountName'), 'default')]" + ] + }, + { + "type": "Microsoft.ManagedIdentity/userAssignedIdentities", + "apiVersion": "2023-01-31", + "name": "[format('{0}_blobManager', variables('storageAccountName'))]", + "tags": "[union(parameters('tags'), coalesce(tryGet(parameters('tagsByResource'), 'Microsoft.ManagedIdentity/userAssignedIdentities'), createObject()))]", + "location": "[parameters('location')]" + }, + { + "copy": { + "name": "identityRoleAssignments", + "count": "[length(variables('blobUploadRbacRoles'))]" + }, + "type": "Microsoft.Authorization/roleAssignments", + "apiVersion": "2022-04-01", + "name": "[guid(resourceId('Microsoft.Storage/storageAccounts', variables('storageAccountName')), variables('blobUploadRbacRoles')[copyIndex()], resourceId('Microsoft.ManagedIdentity/userAssignedIdentities', format('{0}_blobManager', variables('storageAccountName'))))]", + "properties": { + "roleDefinitionId": "[subscriptionResourceId('Microsoft.Authorization/roleDefinitions', variables('blobUploadRbacRoles')[copyIndex()])]", + "principalId": "[reference(resourceId('Microsoft.ManagedIdentity/userAssignedIdentities', format('{0}_blobManager', variables('storageAccountName'))), '2023-01-31').principalId]", + "principalType": "ServicePrincipal" + }, + "dependsOn": [ + "[resourceId('Microsoft.ManagedIdentity/userAssignedIdentities', format('{0}_blobManager', variables('storageAccountName')))]", + "[resourceId('Microsoft.Storage/storageAccounts', variables('storageAccountName'))]" + ] + }, + { + "type": "Microsoft.Resources/deploymentScripts", + "apiVersion": "2023-08-01", + "name": "[format('{0}_uploadSettings', variables('storageAccountName'))]", + "kind": "AzurePowerShell", + "location": "[if(startsWith(parameters('location'), 'china'), 'chinaeast2', parameters('location'))]", + "tags": "[union(parameters('tags'), coalesce(tryGet(parameters('tagsByResource'), 'Microsoft.Resources/deploymentScripts'), createObject()))]", + "identity": { + "type": "UserAssigned", + "userAssignedIdentities": { + "[format('{0}', resourceId('Microsoft.ManagedIdentity/userAssignedIdentities', format('{0}_blobManager', variables('storageAccountName'))))]": {} + } + }, + "properties": "[union(if(parameters('enablePublicAccess'), createObject(), createObject('storageAccountSettings', createObject('storageAccountName', variables('scriptStorageAccountName')), 'containerSettings', createObject('containerGroupName', format('{0}cg', variables('scriptStorageAccountName')), 'subnetIds', createArray(createObject('id', parameters('scriptSubnetId')))))), createObject('azPowerShellVersion', '9.0', 'retentionInterval', 'PT1H', 'environmentVariables', createArray(createObject('name', 'ftkVersion', 'value', variables('$fxv#10')), createObject('name', 'scopes', 'value', join(parameters('scopesToMonitor'), '|')), createObject('name', 'msexportRetentionInDays', 'value', string(parameters('msexportRetentionInDays'))), createObject('name', 'ingestionRetentionInMonths', 'value', string(parameters('ingestionRetentionInMonths'))), createObject('name', 'rawRetentionInDays', 'value', string(parameters('rawRetentionInDays'))), createObject('name', 'finalRetentionInMonths', 'value', string(parameters('finalRetentionInMonths'))), createObject('name', 'storageAccountName', 'value', variables('storageAccountName')), createObject('name', 'containerName', 'value', 'config'), createObject('name', 'schemaFiles', 'value', string(variables('schemaFiles')))), 'scriptContent', variables('$fxv#11')))]", + "dependsOn": [ + "[resourceId('Microsoft.Network/privateEndpoints', format('{0}-blob-ep', variables('storageAccountName')))]", + "[resourceId('Microsoft.Network/privateEndpoints/privateDnsZoneGroups', format('{0}-blob-ep', variables('storageAccountName')), 'storage-endpoint-zone')]", + "[resourceId('Microsoft.Storage/storageAccounts/blobServices/containers', variables('storageAccountName'), 'default', 'config')]", + "[resourceId('Microsoft.ManagedIdentity/userAssignedIdentities', format('{0}_blobManager', variables('storageAccountName')))]", + "identityRoleAssignments", + "[resourceId('Microsoft.Network/privateEndpoints', format('{0}-blob-ep', variables('scriptStorageAccountName')))]", + "[resourceId('Microsoft.Network/privateEndpoints/privateDnsZoneGroups', format('{0}-blob-ep', variables('scriptStorageAccountName')), 'blob-endpoint-zone')]", + "[resourceId('Microsoft.Storage/storageAccounts', variables('scriptStorageAccountName'))]" + ] + } + ], + "outputs": { + "resourceId": { + "type": "string", + "metadata": { + "description": "The resource ID of the storage account." + }, + "value": "[resourceId('Microsoft.Storage/storageAccounts', variables('storageAccountName'))]" + }, + "name": { + "type": "string", + "metadata": { + "description": "The name of the storage account." + }, + "value": "[variables('storageAccountName')]" + }, + "scriptStorageAccountResourceId": { + "type": "string", + "metadata": { + "description": "The resource ID of the storage account." + }, + "value": "[resourceId('Microsoft.Storage/storageAccounts', variables('scriptStorageAccountName'))]" + }, + "scriptStorageAccountName": { + "type": "string", + "metadata": { + "description": "The name of the storage account." + }, + "value": "[variables('scriptStorageAccountName')]" + }, + "configContainer": { + "type": "string", + "metadata": { + "description": "The name of the container used for configuration settings." + }, + "value": "config" + }, + "exportContainer": { + "type": "string", + "metadata": { + "description": "The name of the container used for Cost Management exports." + }, + "value": "msexports" + }, + "ingestionContainer": { + "type": "string", + "metadata": { + "description": "The name of the container used for normalized data ingestion." + }, + "value": "ingestion" + } + } + } + }, + "dependsOn": [ + "vnet" + ] + }, + "dataExplorer": { + "condition": "[variables('deployDataExplorer')]", + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "dataExplorer", + "properties": { + "expressionEvaluationOptions": { + "scope": "inner" + }, + "mode": "Incremental", + "parameters": { + "clusterName": { + "value": "[parameters('dataExplorerName')]" + }, + "clusterSku": { + "value": "[parameters('dataExplorerSku')]" + }, + "clusterCapacity": { + "value": "[parameters('dataExplorerCapacity')]" + }, + "clusterTrustedExternalTenants": { + "value": "[parameters('dataExplorerTrustedExternalTenants')]" + }, + "location": { + "value": "[parameters('location')]" + }, + "tags": { + "value": "[variables('resourceTags')]" + }, + "tagsByResource": { + "value": "[parameters('tagsByResource')]" + }, + "dataFactoryName": { + "value": "[variables('dataFactoryName')]" + }, + "rawRetentionInDays": { + "value": "[parameters('dataExplorerRawRetentionInDays')]" + }, + "virtualNetworkId": "[if(parameters('enablePublicAccess'), createObject('value', ''), createObject('value', reference('vnet').outputs.vNetId.value))]", + "privateEndpointSubnetId": "[if(parameters('enablePublicAccess'), createObject('value', ''), createObject('value', reference('vnet').outputs.dataExplorerSubnetId.value))]", + "enablePublicAccess": { + "value": "[parameters('enablePublicAccess')]" + }, + "storageAccountName": { + "value": "[reference('storage').outputs.name.value]" + } + }, + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "languageVersion": "2.0", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.93.31351", + "templateHash": "4937657351857252728" + } + }, + "parameters": { + "clusterName": { + "type": "string", + "defaultValue": "", + "metadata": { + "description": "Optional. Name of the Azure Data Explorer cluster to use for advanced analytics. If empty, Azure Data Explorer will not be deployed. Required to use with Power BI if you have more than $2-5M/mo in costs being monitored. Default: \"\" (do not use)." + } + }, + "clusterSku": { + "type": "string", + "defaultValue": "Dev(No SLA)_Standard_E2a_v4", + "allowedValues": [ + "Dev(No SLA)_Standard_E2a_v4", + "Dev(No SLA)_Standard_D11_v2", + "Standard_D11_v2", + "Standard_D12_v2", + "Standard_D13_v2", + "Standard_D14_v2", + "Standard_D16d_v5", + "Standard_D32d_v4", + "Standard_D32d_v5", + "Standard_DS13_v2+1TB_PS", + "Standard_DS13_v2+2TB_PS", + "Standard_DS14_v2+3TB_PS", + "Standard_DS14_v2+4TB_PS", + "Standard_E2a_v4", + "Standard_E2ads_v5", + "Standard_E2d_v4", + "Standard_E2d_v5", + "Standard_E4a_v4", + "Standard_E4ads_v5", + "Standard_E4d_v4", + "Standard_E4d_v5", + "Standard_E8a_v4", + "Standard_E8ads_v5", + "Standard_E8as_v4+1TB_PS", + "Standard_E8as_v4+2TB_PS", + "Standard_E8as_v5+1TB_PS", + "Standard_E8as_v5+2TB_PS", + "Standard_E8d_v4", + "Standard_E8d_v5", + "Standard_E8s_v4+1TB_PS", + "Standard_E8s_v4+2TB_PS", + "Standard_E8s_v5+1TB_PS", + "Standard_E8s_v5+2TB_PS", + "Standard_E16a_v4", + "Standard_E16ads_v5", + "Standard_E16as_v4+3TB_PS", + "Standard_E16as_v4+4TB_PS", + "Standard_E16as_v5+3TB_PS", + "Standard_E16as_v5+4TB_PS", + "Standard_E16d_v4", + "Standard_E16d_v5", + "Standard_E16s_v4+3TB_PS", + "Standard_E16s_v4+4TB_PS", + "Standard_E16s_v5+3TB_PS", + "Standard_E16s_v5+4TB_PS", + "Standard_E64i_v3", + "Standard_E80ids_v4", + "Standard_EC8ads_v5", + "Standard_EC8as_v5+1TB_PS", + "Standard_EC8as_v5+2TB_PS", + "Standard_EC16ads_v5", + "Standard_EC16as_v5+3TB_PS", + "Standard_EC16as_v5+4TB_PS", + "Standard_L4s", + "Standard_L8as_v3", + "Standard_L8s", + "Standard_L8s_v2", + "Standard_L8s_v3", + "Standard_L16as_v3", + "Standard_L16s", + "Standard_L16s_v2", + "Standard_L16s_v3", + "Standard_L32as_v3", + "Standard_L32s_v3" + ], + "metadata": { + "description": "Optional. Name of the Azure Data Explorer SKU. Default: \"Dev(No SLA)_Standard_E2a_v4\"." + } + }, + "clusterCapacity": { + "type": "int", + "defaultValue": 1, + "minValue": 1, + "maxValue": 1000, + "metadata": { + "description": "Optional. Number of nodes to use in the cluster. Allowed values: 1 for the Basic SKU tier and 2-1000 for Standard. Default: 1 for dev/test SKUs, 2 for standard SKUs." + } + }, + "clusterTrustedExternalTenants": { + "type": "array", + "items": { + "type": "string" + }, + "defaultValue": [], + "metadata": { + "description": "Optional. Array of external tenant IDs that should have access to the cluster. Default: empty (no external access)." + } + }, + "forceUpdateTag": { + "type": "string", + "defaultValue": "[utcNow()]", + "metadata": { + "description": "Optional. Forces the table to be updated if different from the last time it was deployed." + } + }, + "continueOnErrors": { + "type": "bool", + "defaultValue": false, + "metadata": { + "description": "Optional. If true, ingestion will continue even if some rows fail to ingest. Default: false." + } + }, + "location": { + "type": "string", + "defaultValue": "[resourceGroup().location]", + "metadata": { + "description": "Optional. Azure location to use for the managed identity and deployment script to auto-start triggers. Default: (resource group location)." + } + }, + "tags": { + "type": "object", + "defaultValue": {}, + "metadata": { + "description": "Optional. Tags to apply to all resources." + } + }, + "tagsByResource": { + "type": "object", + "defaultValue": {}, + "metadata": { + "description": "Optional. Tags to apply to resources based on their resource type. Resource type specific tags will be merged with tags for all resources." + } + }, + "dataFactoryName": { + "type": "string", + "metadata": { + "description": "Required. Name of the Data Factory instance." + } + }, + "rawRetentionInDays": { + "type": "int", + "defaultValue": 0, + "metadata": { + "description": "Optional. Number of days of data to retain in the Data Explorer *_raw tables. Default: 0." + } + }, + "storageAccountName": { + "type": "string", + "metadata": { + "description": "Required. Name of the storage account to use for data ingestion." + } + }, + "virtualNetworkId": { + "type": "string", + "metadata": { + "description": "Required. Resource ID of the virtual network for private endpoints." + } + }, + "privateEndpointSubnetId": { + "type": "string", + "metadata": { + "description": "Required. Resource ID of the subnet for private endpoints." + } + }, + "enablePublicAccess": { + "type": "bool", + "metadata": { + "description": "Optional. Enable public access." + } + } + }, + "variables": { + "$fxv#0": "0.8", + "$fxv#1": "// Copyright (c) Microsoft Corporation.\r\n// Licensed under the MIT License.\r\n\r\n.create-or-alter function \r\nwith (docstring = 'Return details about the specified ID.', folder = 'OpenData/Internal')\r\n_resource_type_1(id: string) {\r\n dynamic({\r\n \"arizeai.observabilityeval/organizations\": { \"SingularDisplayName\": \"Azure Native ArizeAi Cloud Service\" }\r\n ,\"astronomer.astro/organizations\": { \"SingularDisplayName\": \"Astro organization\" }\r\n ,\"citrix.services/xenappessentials\": { \"SingularDisplayName\": \"Citrix Virtual Apps Essentials\" }\r\n ,\"citrix.services/xendesktopessentials\": { \"SingularDisplayName\": \"Citrix Virtual Desktops Essentials\" }\r\n ,\"dell.storage/filesystems\": { \"SingularDisplayName\": \"Dell APEX File Storage, An Azure Native Service\" }\r\n ,\"dynatrace.observability/monitors\": { \"SingularDisplayName\": \"Dynatrace\" }\r\n ,\"github.network/networksettings\": { \"SingularDisplayName\": \"GitHub.Network network setting\" }\r\n ,\"informatica.datamanagement/organizations\": { \"SingularDisplayName\": \"Informatica Organization\" }\r\n ,\"lambdatest.hyperexecute/organizations\": { \"SingularDisplayName\": \"Azure Native LambdaTest Cloud Service\" }\r\n ,\"microsoft.aad/domainservices\": { \"SingularDisplayName\": \"Microsoft Entra Domain Services\" }\r\n ,\"microsoft.aadiam/diagnosticsettings\": { \"SingularDisplayName\": \"Microsoft.aadiam diagnostic setting\" }\r\n ,\"microsoft.aadiam/privatelinkforazuread\": { \"SingularDisplayName\": \"Private Link for Microsoft Entra ID\" }\r\n ,\"microsoft.advisor/advisorscore\": { \"SingularDisplayName\": \"Microsoft.Advisor advisor score\" }\r\n ,\"microsoft.advisor/configurations\": { \"SingularDisplayName\": \"Microsoft.Advisor configuration\" }\r\n ,\"microsoft.advisor/generaterecommendations\": { \"SingularDisplayName\": \"Microsoft.Advisor generate recommendation\" }\r\n ,\"microsoft.advisor/metadata\": { \"SingularDisplayName\": \"Microsoft.Advisor metadata\" }\r\n ,\"microsoft.advisor/recommendations\": { \"SingularDisplayName\": \"Microsoft.Advisor recommendation\" }\r\n ,\"microsoft.advisor/recommendations/suppressions\": { \"SingularDisplayName\": \"Microsoft.Advisor recommendations suppression\" }\r\n ,\"microsoft.agfoodplatform/farmbeats\": { \"SingularDisplayName\": \"Azure Data Manager for Agriculture\" }\r\n ,\"microsoft.agfoodplatform/farmbeatsextensiondefinitions\": { \"SingularDisplayName\": \"Microsoft.AgFoodPlatform farm beats extension definition\" }\r\n ,\"microsoft.agfoodplatform/farmbeatssolutiondefinitions\": { \"SingularDisplayName\": \"Microsoft.AgFoodPlatform farm beats solution definition\" }\r\n ,\"microsoft.agricultureplatform/agriservices\": { \"SingularDisplayName\": \"Microsoft.AgriculturePlatform agri service\" }\r\n ,\"microsoft.akshybrid/agentpools\": { \"SingularDisplayName\": \"Microsoft.AksHybrid agent pool\" }\r\n ,\"microsoft.akshybrid/provisionedclusters\": { \"SingularDisplayName\": \"Microsoft.AksHybrid provisioned cluster\" }\r\n ,\"microsoft.akshybrid/upgradeprofiles\": { \"SingularDisplayName\": \"Microsoft.AksHybrid upgrade profile\" }\r\n ,\"microsoft.alertsmanagement/actionrules\": { \"SingularDisplayName\": \"Alert processing rule\" }\r\n ,\"microsoft.alertsmanagement/alerts\": { \"SingularDisplayName\": \"Microsoft.AlertsManagement alert\" }\r\n ,\"microsoft.alertsmanagement/alerts/enrichments\": { \"SingularDisplayName\": \"Microsoft.AlertsManagement alerts enrichment\" }\r\n ,\"microsoft.alertsmanagement/prometheusrulegroups\": { \"SingularDisplayName\": \"Prometheus rule group\" }\r\n ,\"microsoft.alertsmanagement/smartdetectoralertrules\": { \"SingularDisplayName\": \"Smart detector alert rule\" }\r\n ,\"microsoft.alertsmanagement/smartgroups\": { \"SingularDisplayName\": \"Microsoft.AlertsManagement smart group\" }\r\n ,\"microsoft.alertsmanagement/tenantactivitylogalerts\": { \"SingularDisplayName\": \"Microsoft.AlertsManagement tenant activity log alert\" }\r\n ,\"microsoft.all/arcvirtualmachines\": { \"SingularDisplayName\": \"Azure Arc virtual machine\" }\r\n ,\"microsoft.all/hcivirtualmachines\": { \"SingularDisplayName\": \"Azure Stack HCI Virtual Machine - Azure Arc\" }\r\n ,\"microsoft.all/virtualmachines\": { \"SingularDisplayName\": \"Virtual machine\" }\r\n ,\"microsoft.analysisservices/servers\": { \"SingularDisplayName\": \"Analysis Services server\" }\r\n ,\"microsoft.anybuild/clusters\": { \"SingularDisplayName\": \"AnyBuild cluster\" }\r\n ,\"microsoft.apicenter/deletedservices\": { \"SingularDisplayName\": \"Microsoft.ApiCenter deleted service\" }\r\n ,\"microsoft.apicenter/services\": { \"SingularDisplayName\": \"API Center\" }\r\n ,\"microsoft.apicenter/services/workspaces\": { \"SingularDisplayName\": \"Workspace\" }\r\n ,\"microsoft.apimanagement/gateways\": { \"SingularDisplayName\": \"API Management gateway\" }\r\n ,\"microsoft.apimanagement/gateways/configconnections\": { \"SingularDisplayName\": \"Microsoft.ApiManagement gateways config connection\" }\r\n ,\"microsoft.apimanagement/service\": { \"SingularDisplayName\": \"API Management service\" }\r\n ,\"microsoft.apimanagement/service/workspaces\": { \"SingularDisplayName\": \"Workspace\" }\r\n ,\"microsoft.apisecurity/defendersettings\": { \"SingularDisplayName\": \"Microsoft.ApiSecurity defender setting\" }\r\n ,\"microsoft.app/builders\": { \"SingularDisplayName\": \"Microsoft.App builder\" }\r\n ,\"microsoft.app/builders/builds\": { \"SingularDisplayName\": \"Microsoft.App builders build\" }\r\n ,\"microsoft.app/connectedenvironments\": { \"SingularDisplayName\": \"Container Apps Connected Environment\" }\r\n ,\"microsoft.app/containerapps\": { \"SingularDisplayName\": \"Container App\" }\r\n ,\"microsoft.app/jobs\": { \"SingularDisplayName\": \"Container App Job\" }\r\n ,\"microsoft.app/logicapps\": { \"SingularDisplayName\": \"Logic app\" }\r\n ,\"microsoft.app/logicapps/workflows\": { \"SingularDisplayName\": \"Logic app workflow\" }\r\n ,\"microsoft.app/managedenvironments\": { \"SingularDisplayName\": \"Container Apps Environment\" }\r\n ,\"microsoft.app/sessionpools\": { \"SingularDisplayName\": \"Container App Session Pool\" }\r\n ,\"microsoft.app/spaces\": { \"SingularDisplayName\": \"App Space\" }\r\n ,\"microsoft.appassessment/migrateprojects\": { \"SingularDisplayName\": \"Microsoft.AppAssessment migrate project\" }\r\n ,\"microsoft.appassessment/migrateprojects/assessments\": { \"SingularDisplayName\": \"Microsoft.AppAssessment migrate projects assessment\" }\r\n ,\"microsoft.appassessment/migrateprojects/assessments/assessedapplications\": { \"SingularDisplayName\": \"Microsoft.AppAssessment migrate projects assessments assessed application\" }\r\n ,\"microsoft.appassessment/migrateprojects/assessments/assessedmachines\": { \"SingularDisplayName\": \"Microsoft.AppAssessment migrate projects assessments assessed machine\" }\r\n ,\"microsoft.appassessment/migrateprojects/assessments/machinestoassess\": { \"SingularDisplayName\": \"Microsoft.AppAssessment migrate projects assessments machines to asses\" }\r\n ,\"microsoft.appassessment/migrateprojects/sites\": { \"SingularDisplayName\": \"Microsoft.AppAssessment migrate projects site\" }\r\n ,\"microsoft.appassessment/migrateprojects/sites/applianceconfigurations\": { \"SingularDisplayName\": \"Microsoft.AppAssessment migrate projects sites appliance configuration\" }\r\n ,\"microsoft.appcomplianceautomation/reports\": { \"SingularDisplayName\": \"Microsoft.AppComplianceAutomation report\" }\r\n ,\"microsoft.appcomplianceautomation/reports/evidences\": { \"SingularDisplayName\": \"Microsoft.AppComplianceAutomation reports evidence\" }\r\n ,\"microsoft.appcomplianceautomation/reports/scopingconfigurations\": { \"SingularDisplayName\": \"Microsoft.AppComplianceAutomation reports scoping configuration\" }\r\n ,\"microsoft.appcomplianceautomation/reports/snapshots\": { \"SingularDisplayName\": \"Microsoft.AppComplianceAutomation reports snapshot\" }\r\n ,\"microsoft.appcomplianceautomation/reports/webhooks\": { \"SingularDisplayName\": \"Microsoft.AppComplianceAutomation reports webhook\" }\r\n ,\"microsoft.appconfiguration/configurationstores\": { \"SingularDisplayName\": \"App Configuration\" }\r\n ,\"microsoft.appplatform/spring\": { \"SingularDisplayName\": \"Azure Spring Apps\" }\r\n ,\"microsoft.appsecurity/policies\": { \"SingularDisplayName\": \"App Protect Policy\" }\r\n ,\"microsoft.arc/all\": { \"SingularDisplayName\": \"Azure Arc enabled resource\" }\r\n ,\"microsoft.arc/allfairfax\": { \"SingularDisplayName\": \"Azure Arc enabled resource\" }\r\n ,\"microsoft.arc/kubernetesresources\": { \"SingularDisplayName\": \"Azure Arc Kubernetes cluster\" }\r\n ,\"microsoft.arc/kubernetesresourcesfairfax\": { \"SingularDisplayName\": \"Azure Arc Kubernetes cluster\" }\r\n ,\"microsoft.arcnetworking/arcnwloadbalancers\": { \"SingularDisplayName\": \"Microsoft.ArcNetworking arc nw load balancer\" }\r\n ,\"microsoft.attestation/attestationproviders\": { \"SingularDisplayName\": \"Attestation provider\" }\r\n ,\"microsoft.authorization/accessreviewhistorydefinitions\": { \"SingularDisplayName\": \"Microsoft.Authorization access review history definition\" }\r\n ,\"microsoft.authorization/accessreviewscheduledefinitions\": { \"SingularDisplayName\": \"Microsoft.Authorization access review schedule definition\" }\r\n ,\"microsoft.authorization/accessreviewscheduledefinitions/instances\": { \"SingularDisplayName\": \"Microsoft.Authorization access review schedule definitions instance\" }\r\n ,\"microsoft.authorization/accessreviewscheduledefinitions/instances/decisions\": { \"SingularDisplayName\": \"Microsoft.Authorization access review schedule definitions instances decision\" }\r\n ,\"microsoft.authorization/accessreviewschedulesettings\": { \"SingularDisplayName\": \"Microsoft.Authorization access review schedule setting\" }\r\n ,\"microsoft.authorization/datapolicymanifests\": { \"SingularDisplayName\": \"Microsoft.Authorization data policy manifest\" }\r\n ,\"microsoft.authorization/denyassignments\": { \"SingularDisplayName\": \"Microsoft.Authorization deny assignment\" }\r\n ,\"microsoft.authorization/locks\": { \"SingularDisplayName\": \"Microsoft.Authorization lock\" }\r\n ,\"microsoft.authorization/policyassignments\": { \"SingularDisplayName\": \"Microsoft.Authorization policy assignment\" }\r\n ,\"microsoft.authorization/policydefinitions\": { \"SingularDisplayName\": \"Microsoft.Authorization policy definition\" }\r\n ,\"microsoft.authorization/policydefinitions/versions\": { \"SingularDisplayName\": \"Microsoft.Authorization policy definitions version\" }\r\n ,\"microsoft.authorization/policyexemptions\": { \"SingularDisplayName\": \"Microsoft.Authorization policy exemption\" }\r\n ,\"microsoft.authorization/policysetdefinitions\": { \"SingularDisplayName\": \"Microsoft.Authorization policy set definition\" }\r\n ,\"microsoft.authorization/policysetdefinitions/versions\": { \"SingularDisplayName\": \"Microsoft.Authorization policy set definitions version\" }\r\n ,\"microsoft.authorization/privatelinkassociations\": { \"SingularDisplayName\": \"Microsoft.Authorization private link association\" }\r\n ,\"microsoft.authorization/provideroperations\": { \"SingularDisplayName\": \"Microsoft.Authorization provider operation\" }\r\n ,\"microsoft.authorization/resourcemanagementprivatelinks\": { \"SingularDisplayName\": \"Resource management private link\" }\r\n ,\"microsoft.authorization/roleassignmentapprovals\": { \"SingularDisplayName\": \"Microsoft.Authorization role assignment approval\" }\r\n ,\"microsoft.authorization/roleassignmentapprovals/stages\": { \"SingularDisplayName\": \"Microsoft.Authorization role assignment approvals stage\" }\r\n ,\"microsoft.authorization/roleassignments\": { \"SingularDisplayName\": \"Microsoft.Authorization role assignment\" }\r\n ,\"microsoft.authorization/roleassignmentscheduleinstances\": { \"SingularDisplayName\": \"Microsoft.Authorization role assignment schedule instance\" }\r\n ,\"microsoft.authorization/roleassignmentschedulerequests\": { \"SingularDisplayName\": \"Microsoft.Authorization role assignment schedule request\" }\r\n ,\"microsoft.authorization/roleassignmentschedules\": { \"SingularDisplayName\": \"Microsoft.Authorization role assignment schedule\" }\r\n ,\"microsoft.authorization/roledefinitions\": { \"SingularDisplayName\": \"Microsoft.Authorization role definition\" }\r\n ,\"microsoft.authorization/roleeligibilityscheduleinstances\": { \"SingularDisplayName\": \"Microsoft.Authorization role eligibility schedule instance\" }\r\n ,\"microsoft.authorization/roleeligibilityschedulerequests\": { \"SingularDisplayName\": \"Microsoft.Authorization role eligibility schedule request\" }\r\n ,\"microsoft.authorization/roleeligibilityschedules\": { \"SingularDisplayName\": \"Microsoft.Authorization role eligibility schedule\" }\r\n ,\"microsoft.authorization/rolemanagementalertconfigurations\": { \"SingularDisplayName\": \"Microsoft.Authorization role management alert configuration\" }\r\n ,\"microsoft.authorization/rolemanagementalertdefinitions\": { \"SingularDisplayName\": \"Microsoft.Authorization role management alert definition\" }\r\n ,\"microsoft.authorization/rolemanagementalertoperations\": { \"SingularDisplayName\": \"Microsoft.Authorization role management alert operation\" }\r\n ,\"microsoft.authorization/rolemanagementalerts\": { \"SingularDisplayName\": \"Microsoft.Authorization role management alert\" }\r\n ,\"microsoft.authorization/rolemanagementalerts/alertincidents\": { \"SingularDisplayName\": \"Microsoft.Authorization role management alerts alert incident\" }\r\n ,\"microsoft.authorization/rolemanagementpolicies\": { \"SingularDisplayName\": \"Microsoft.Authorization role management policy\" }\r\n ,\"microsoft.authorization/rolemanagementpolicyassignments\": { \"SingularDisplayName\": \"Microsoft.Authorization role management policy assignment\" }\r\n ,\"microsoft.automanage/bestpractices\": { \"SingularDisplayName\": \"Microsoft.Automanage best practice\" }\r\n ,\"microsoft.automanage/bestpractices/versions\": { \"SingularDisplayName\": \"Microsoft.Automanage best practices version\" }\r\n ,\"microsoft.automanage/configurationprofileassignments\": { \"SingularDisplayName\": \"Microsoft.Automanage configuration profile assignment\" }\r\n ,\"microsoft.automanage/configurationprofileassignments/reports\": { \"SingularDisplayName\": \"Microsoft.Automanage configuration profile assignments report\" }\r\n ,\"microsoft.automanage/configurationprofiles\": { \"SingularDisplayName\": \"Microsoft.Automanage configuration profile\" }\r\n ,\"microsoft.automanage/configurationprofiles/versions\": { \"SingularDisplayName\": \"Microsoft.Automanage configuration profiles version\" }\r\n ,\"microsoft.automanage/serviceprincipals\": { \"SingularDisplayName\": \"ServicePrincipals\" }\r\n ,\"microsoft.automation/automationaccounts\": { \"SingularDisplayName\": \"Automation account\" }\r\n ,\"microsoft.automation/automationaccounts/hybridrunbookworkergroups\": { \"SingularDisplayName\": \"Automation hybrid worker group\" }\r\n ,\"microsoft.automation/automationaccounts/runbooks\": { \"SingularDisplayName\": \"Automation runbook\" }\r\n ,\"microsoft.autonomousdevelopmentplatform/accounts\": { \"SingularDisplayName\": \"Microsoft.AutonomousDevelopmentPlatform account\" }\r\n ,\"microsoft.autonomousdevelopmentplatform/accounts/datapools\": { \"SingularDisplayName\": \"Microsoft.AutonomousDevelopmentPlatform accounts data pool\" }\r\n ,\"microsoft.autonomousdevelopmentplatform/workspaces\": { \"SingularDisplayName\": \"Microsoft.AutonomousDevelopmentPlatform workspace\" }\r\n ,\"microsoft.avs/privateclouds\": { \"SingularDisplayName\": \"Azure VMware Solution private cloud\" }\r\n ,\"microsoft.awsconnector/accessanalyzeranalyzers\": { \"SingularDisplayName\": \"Access Analyzer Analyzer\" }\r\n ,\"microsoft.awsconnector/acmcertificatesummaries\": { \"SingularDisplayName\": \"ACM Certificate Summary\" }\r\n ,\"microsoft.awsconnector/apigatewayrestapis\": { \"SingularDisplayName\": \"Api Gateway Rest Api\" }\r\n ,\"microsoft.awsconnector/apigatewaystages\": { \"SingularDisplayName\": \"Api Gateway Stage\" }\r\n ,\"microsoft.awsconnector/applicationautoscalingscalabletargets\": { \"SingularDisplayName\": \"Application Auto Scaling Scalable Target\" }\r\n ,\"microsoft.awsconnector/appsyncgraphqlapis\": { \"SingularDisplayName\": \"App Sync Graphql Api\" }\r\n ,\"microsoft.awsconnector/autoscalingautoscalinggroups\": { \"SingularDisplayName\": \"Auto Scaling Auto Scaling Group\" }\r\n ,\"microsoft.awsconnector/cloudformationstacks\": { \"SingularDisplayName\": \"Cloud Formation Stack\" }\r\n ,\"microsoft.awsconnector/cloudformationstacksets\": { \"SingularDisplayName\": \"Cloud Formation Stack Set\" }\r\n ,\"microsoft.awsconnector/cloudfrontdistributions\": { \"SingularDisplayName\": \"Cloud Front Distribution\" }\r\n ,\"microsoft.awsconnector/cloudtrailtrails\": { \"SingularDisplayName\": \"Cloud Trail Trail\" }\r\n ,\"microsoft.awsconnector/cloudwatchalarms\": { \"SingularDisplayName\": \"Cloud Watch Alarm\" }\r\n ,\"microsoft.awsconnector/codebuildprojects\": { \"SingularDisplayName\": \"Code Build Project\" }\r\n ,\"microsoft.awsconnector/codebuildsourcecredentialsinfos\": { \"SingularDisplayName\": \"Code Build Source Credentials Info\" }\r\n ,\"microsoft.awsconnector/configserviceconfigurationrecorders\": { \"SingularDisplayName\": \"Config Service Configuration Recorder\" }\r\n ,\"microsoft.awsconnector/configserviceconfigurationrecorderstatuses\": { \"SingularDisplayName\": \"Config Service Configuration Recorder Status\" }\r\n ,\"microsoft.awsconnector/configservicedeliverychannels\": { \"SingularDisplayName\": \"Config Service Delivery Channel\" }\r\n ,\"microsoft.awsconnector/databasemigrationservicereplicationinstances\": { \"SingularDisplayName\": \"Database Migration Service Replication Instance\" }\r\n ,\"microsoft.awsconnector/daxclusters\": { \"SingularDisplayName\": \"DAX Cluster\" }\r\n ,\"microsoft.awsconnector/dynamodbcontinuousbackupsdescriptions\": { \"SingularDisplayName\": \"Dynamo DB Continuous Backups Description\" }\r\n ,\"microsoft.awsconnector/dynamodbtables\": { \"SingularDisplayName\": \"Dynamo DB Table\" }\r\n ,\"microsoft.awsconnector/ec2accountattributes\": { \"SingularDisplayName\": \"EC2 Account Attribute\" }\r\n ,\"microsoft.awsconnector/ec2addresses\": { \"SingularDisplayName\": \"EC2 Address\" }\r\n ,\"microsoft.awsconnector/ec2flowlogs\": { \"SingularDisplayName\": \"EC2 Flow Log\" }\r\n ,\"microsoft.awsconnector/ec2images\": { \"SingularDisplayName\": \"EC2 Image\" }\r\n ,\"microsoft.awsconnector/ec2instances\": { \"SingularDisplayName\": \"Microsoft.AwsConnector ec2 instance\" }\r\n ,\"microsoft.awsconnector/ec2instancestatuses\": { \"SingularDisplayName\": \"EC2 Instance Status\" }\r\n ,\"microsoft.awsconnector/ec2ipams\": { \"SingularDisplayName\": \"EC2 Ipam\" }\r\n ,\"microsoft.awsconnector/ec2keypairs\": { \"SingularDisplayName\": \"EC2 Key Pair\" }\r\n ,\"microsoft.awsconnector/ec2networkacls\": { \"SingularDisplayName\": \"EC2 Network Acl\" }\r\n ,\"microsoft.awsconnector/ec2networkinterfaces\": { \"SingularDisplayName\": \"EC2 Network Interface\" }\r\n ,\"microsoft.awsconnector/ec2routetables\": { \"SingularDisplayName\": \"EC2 Route Table\" }\r\n ,\"microsoft.awsconnector/ec2securitygroups\": { \"SingularDisplayName\": \"EC2 Security Group\" }\r\n ,\"microsoft.awsconnector/ec2snapshots\": { \"SingularDisplayName\": \"EC2 Snapshot\" }\r\n ,\"microsoft.awsconnector/ec2subnets\": { \"SingularDisplayName\": \"EC2 Subnet\" }\r\n ,\"microsoft.awsconnector/ec2volumes\": { \"SingularDisplayName\": \"EC2 Volume\" }\r\n ,\"microsoft.awsconnector/ec2vpcendpoints\": { \"SingularDisplayName\": \"EC2 VPCEndpoint\" }\r\n ,\"microsoft.awsconnector/ec2vpcpeeringconnections\": { \"SingularDisplayName\": \"EC2 VPCPeering Connection\" }\r\n ,\"microsoft.awsconnector/ec2vpcs\": { \"SingularDisplayName\": \"EC2 VPC\" }\r\n ,\"microsoft.awsconnector/ecrimagedetails\": { \"SingularDisplayName\": \"ECR Image Detail\" }\r\n ,\"microsoft.awsconnector/ecrrepositories\": { \"SingularDisplayName\": \"ECR Repository\" }\r\n ,\"microsoft.awsconnector/ecsclusters\": { \"SingularDisplayName\": \"ECS Cluster\" }\r\n ,\"microsoft.awsconnector/ecsservices\": { \"SingularDisplayName\": \"ECS Service\" }\r\n ,\"microsoft.awsconnector/ecstaskdefinitions\": { \"SingularDisplayName\": \"ECS Task Definition\" }\r\n ,\"microsoft.awsconnector/efsfilesystems\": { \"SingularDisplayName\": \"EFS File System\" }\r\n ,\"microsoft.awsconnector/efsmounttargets\": { \"SingularDisplayName\": \"EFS Mount Target\" }\r\n ,\"microsoft.awsconnector/eksnodegroups\": { \"SingularDisplayName\": \"EKS Nodegroup\" }\r\n ,\"microsoft.awsconnector/elasticbeanstalkapplications\": { \"SingularDisplayName\": \"Elastic Beanstalk Application\" }\r\n ,\"microsoft.awsconnector/elasticbeanstalkconfigurationtemplates\": { \"SingularDisplayName\": \"Elastic Beanstalk Configuration Template\" }\r\n ,\"microsoft.awsconnector/elasticbeanstalkenvironments\": { \"SingularDisplayName\": \"Elastic Beanstalk Environment\" }\r\n ,\"microsoft.awsconnector/elasticloadbalancingv2listeners\": { \"SingularDisplayName\": \"Elastic Load Balancing V2 Listener\" }\r\n ,\"microsoft.awsconnector/elasticloadbalancingv2loadbalancers\": { \"SingularDisplayName\": \"Elastic Load Balancing V2 Load Balancer\" }\r\n ,\"microsoft.awsconnector/elasticloadbalancingv2targetgroups\": { \"SingularDisplayName\": \"Elastic Load Balancing V2 Target Group\" }\r\n ,\"microsoft.awsconnector/elasticloadbalancingv2targethealthdescriptions\": { \"SingularDisplayName\": \"Elastic Load Balancing v2 Target Health Description\" }\r\n ,\"microsoft.awsconnector/elasticsearchdomains\": { \"SingularDisplayName\": \"Elasticsearch Domain\" }\r\n ,\"microsoft.awsconnector/emrclusters\": { \"SingularDisplayName\": \"EMR Cluster\" }\r\n ,\"microsoft.awsconnector/guarddutydetectors\": { \"SingularDisplayName\": \"Guard Duty Detector\" }\r\n ,\"microsoft.awsconnector/iamaccesskeylastuseds\": { \"SingularDisplayName\": \"IAM Access Key Last Used\" }\r\n ,\"microsoft.awsconnector/iamaccesskeymetadata\": { \"SingularDisplayName\": \"IAM Access Key Metadata\" }\r\n ,\"microsoft.awsconnector/iamgroups\": { \"SingularDisplayName\": \"IAM Group\" }\r\n ,\"microsoft.awsconnector/iaminstanceprofiles\": { \"SingularDisplayName\": \"IAM Instance Profile\" }\r\n ,\"microsoft.awsconnector/iammanagedpolicies\": { \"SingularDisplayName\": \"IAM Managed Policy\" }\r\n ,\"microsoft.awsconnector/iammfadevices\": { \"SingularDisplayName\": \"IAM MFADevice\" }\r\n ,\"microsoft.awsconnector/iampasswordpolicies\": { \"SingularDisplayName\": \"IAM Password Policy\" }\r\n ,\"microsoft.awsconnector/iampolicyversions\": { \"SingularDisplayName\": \"IAM Policy Version\" }\r\n ,\"microsoft.awsconnector/iamroles\": { \"SingularDisplayName\": \"IAM Role\" }\r\n ,\"microsoft.awsconnector/iamservercertificates\": { \"SingularDisplayName\": \"IAM Server Certificate\" }\r\n ,\"microsoft.awsconnector/iamuserpolicies\": { \"SingularDisplayName\": \"IAM User Policy\" }\r\n ,\"microsoft.awsconnector/iamvirtualmfadevices\": { \"SingularDisplayName\": \"IAM Virtual MFADevice\" }\r\n ,\"microsoft.awsconnector/kmsaliases\": { \"SingularDisplayName\": \"KMS Alias\" }\r\n ,\"microsoft.awsconnector/kmskeys\": { \"SingularDisplayName\": \"KMS Key\" }\r\n ,\"microsoft.awsconnector/lambdafunctioncodelocations\": { \"SingularDisplayName\": \"Lambda Function Code Location\" }\r\n ,\"microsoft.awsconnector/lambdafunctionconfigurations\": { \"SingularDisplayName\": \"Microsoft.AwsConnector lambda function configuration\" }\r\n ,\"microsoft.awsconnector/lambdafunctions\": { \"SingularDisplayName\": \"Lambda Function\" }\r\n ,\"microsoft.awsconnector/licensemanagerlicenses\": { \"SingularDisplayName\": \"License Manager License\" }\r\n ,\"microsoft.awsconnector/lightsailbuckets\": { \"SingularDisplayName\": \"Lightsail Bucket\" }\r\n ,\"microsoft.awsconnector/lightsailinstances\": { \"SingularDisplayName\": \"Lightsail Instance\" }\r\n ,\"microsoft.awsconnector/logsloggroups\": { \"SingularDisplayName\": \"Logs Log Group\" }\r\n ,\"microsoft.awsconnector/logslogstreams\": { \"SingularDisplayName\": \"Logs Log Stream\" }\r\n ,\"microsoft.awsconnector/logsmetricfilters\": { \"SingularDisplayName\": \"Logs Metric Filter\" }\r\n ,\"microsoft.awsconnector/logssubscriptionfilters\": { \"SingularDisplayName\": \"Logs Subscription Filter\" }\r\n ,\"microsoft.awsconnector/macie2jobsummaries\": { \"SingularDisplayName\": \"Macie2 Job Summary\" }\r\n ,\"microsoft.awsconnector/macieallowlists\": { \"SingularDisplayName\": \"Macie Allow List\" }\r\n ,\"microsoft.awsconnector/networkfirewallfirewallpolicies\": { \"SingularDisplayName\": \"Network Firewall Firewall Policy\" }\r\n ,\"microsoft.awsconnector/networkfirewallfirewalls\": { \"SingularDisplayName\": \"Network Firewall Firewall\" }\r\n ,\"microsoft.awsconnector/networkfirewallrulegroups\": { \"SingularDisplayName\": \"Network Firewall Rule Group\" }\r\n ,\"microsoft.awsconnector/opensearchdomainstatuses\": { \"SingularDisplayName\": \"Open Search Domain Status\" }\r\n ,\"microsoft.awsconnector/opensearchservicedomains\": { \"SingularDisplayName\": \"Open Search Service Domain\" }\r\n ,\"microsoft.awsconnector/organizationsaccounts\": { \"SingularDisplayName\": \"Organizations Account\" }\r\n ,\"microsoft.awsconnector/organizationsorganizations\": { \"SingularDisplayName\": \"Organizations Organization\" }\r\n ,\"microsoft.awsconnector/rdsdbclusters\": { \"SingularDisplayName\": \"RDS DBCluster\" }\r\n ,\"microsoft.awsconnector/rdsdbinstances\": { \"SingularDisplayName\": \"RDS DBInstance\" }\r\n ,\"microsoft.awsconnector/rdsdbsnapshotattributesresults\": { \"SingularDisplayName\": \"RDS DBSnapshot Attributes Result\" }\r\n ,\"microsoft.awsconnector/rdsdbsnapshots\": { \"SingularDisplayName\": \"RDS DBSnapshot\" }\r\n ,\"microsoft.awsconnector/rdseventsubscriptions\": { \"SingularDisplayName\": \"RDS Event Subscription\" }\r\n ,\"microsoft.awsconnector/rdsexporttasks\": { \"SingularDisplayName\": \"RDS Export Task\" }\r\n ,\"microsoft.awsconnector/redshiftclusterparametergroups\": { \"SingularDisplayName\": \"Redshift Cluster Parameter Group\" }\r\n ,\"microsoft.awsconnector/redshiftclusters\": { \"SingularDisplayName\": \"Redshift Cluster\" }\r\n ,\"microsoft.awsconnector/route53domainsdomainsummaries\": { \"SingularDisplayName\": \"Route 53 Domains Domain Summary\" }\r\n ,\"microsoft.awsconnector/route53hostedzones\": { \"SingularDisplayName\": \"Route53 Hosted Zone\" }\r\n ,\"microsoft.awsconnector/route53resourcerecordsets\": { \"SingularDisplayName\": \"Route 53 Resource Record Set\" }\r\n ,\"microsoft.awsconnector/s3accesscontrolpolicies\": { \"SingularDisplayName\": \"S3 Access Control Policy\" }\r\n ,\"microsoft.awsconnector/s3accesspoints\": { \"SingularDisplayName\": \"S3 Access Point\" }\r\n ,\"microsoft.awsconnector/s3bucketpolicies\": { \"SingularDisplayName\": \"S3 Bucket Policy\" }\r\n ,\"microsoft.awsconnector/s3buckets\": { \"SingularDisplayName\": \"S3 Bucket\" }\r\n ,\"microsoft.awsconnector/s3controlmultiregionaccesspointpolicydocuments\": { \"SingularDisplayName\": \"S3 Control Multi Region Access Point Policy Document\" }\r\n ,\"microsoft.awsconnector/sagemakerapps\": { \"SingularDisplayName\": \"Sage Maker App\" }\r\n ,\"microsoft.awsconnector/sagemakerdevices\": { \"SingularDisplayName\": \"Sage Maker Device\" }\r\n ,\"microsoft.awsconnector/sagemakerimages\": { \"SingularDisplayName\": \"Sage Maker Image\" }\r\n ,\"microsoft.awsconnector/sagemakernotebookinstancesummaries\": { \"SingularDisplayName\": \"Sage Maker Notebook Instance Summary\" }\r\n ,\"microsoft.awsconnector/secretsmanagerresourcepolicies\": { \"SingularDisplayName\": \"Secrets Manager Resource Policy\" }\r\n ,\"microsoft.awsconnector/secretsmanagersecrets\": { \"SingularDisplayName\": \"Secrets Manager Secret\" }\r\n ,\"microsoft.awsconnector/snssubscriptions\": { \"SingularDisplayName\": \"SNS Subscription\" }\r\n ,\"microsoft.awsconnector/snstopics\": { \"SingularDisplayName\": \"SNS Topic\" }\r\n ,\"microsoft.awsconnector/sqsqueues\": { \"SingularDisplayName\": \"SQS Queue\" }\r\n ,\"microsoft.awsconnector/ssminstanceinformations\": { \"SingularDisplayName\": \"SSM Instance Information\" }\r\n 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,\"microsoft.cdn/profiles/endpoints/origins\": { \"SingularDisplayName\": \"CDN origin\" }\r\n ,\"microsoft.cdn/profiles/origingroups\": { \"SingularDisplayName\": \"Origin group\" }\r\n ,\"microsoft.cdn/profiles/origingroups/origins\": { \"SingularDisplayName\": \"Origin\" }\r\n ,\"microsoft.cdn/profiles/rulesets\": { \"SingularDisplayName\": \"Rule set\" }\r\n ,\"microsoft.cdn/profiles/rulesets/rules\": { \"SingularDisplayName\": \"Rule\" }\r\n ,\"microsoft.cdn/profiles/secrets\": { \"SingularDisplayName\": \"Secret\" }\r\n ,\"microsoft.cdn/profiles/securitypolicies\": { \"SingularDisplayName\": \"Security policy\" }\r\n ,\"microsoft.certificateregistration/certificateorders\": { \"SingularDisplayName\": \"App Service certificate\" }\r\n ,\"microsoft.certify/testsuites\": { \"SingularDisplayName\": \"Microsoft.Certify test suite\" }\r\n ,\"microsoft.certify/validationjobs\": { \"SingularDisplayName\": \"Microsoft.Certify validation job\" }\r\n ,\"microsoft.changeanalysis/profile\": { \"SingularDisplayName\": \"Microsoft.ChangeAnalysis profile\" }\r\n ,\"microsoft.chaos/experiments\": { \"SingularDisplayName\": \"Chaos Experiment\" }\r\n ,\"microsoft.chaos/privateaccesses\": { \"SingularDisplayName\": \"Agent Private Access\" }\r\n ,\"microsoft.chaos/targets\": { \"SingularDisplayName\": \"Microsoft.Chaos target\" }\r\n ,\"microsoft.chaos/targets/capabilities\": { \"SingularDisplayName\": \"Microsoft.Chaos targets capability\" }\r\n ,\"microsoft.classiccompute/domainnames\": { \"SingularDisplayName\": \"Cloud service (classic)\" }\r\n ,\"microsoft.classiccompute/domainnames/slots/roles\": { \"SingularDisplayName\": \"Cloud service role (classic)\" }\r\n ,\"microsoft.classiccompute/virtualmachines\": { \"SingularDisplayName\": \"Virtual machine (classic)\" }\r\n ,\"microsoft.classicnetwork/networksecuritygroups\": { \"SingularDisplayName\": \"Network security group (classic)\" }\r\n ,\"microsoft.classicnetwork/reservedips\": { \"SingularDisplayName\": \"Reserved IP address (classic)\" }\r\n ,\"microsoft.classicnetwork/virtualnetworks\": { \"SingularDisplayName\": \"Virtual network (classic)\" }\r\n ,\"microsoft.classicstorage/storageaccounts\": { \"SingularDisplayName\": \"Storage account (classic)\" }\r\n ,\"microsoft.classicstorage/storageaccounts/disks\": { \"SingularDisplayName\": \"Disk (classic)\" }\r\n ,\"microsoft.classicstorage/storageaccounts/osimages\": { \"SingularDisplayName\": \"OS image (classic)\" }\r\n ,\"microsoft.classicstorage/storageaccounts/vmimages\": { \"SingularDisplayName\": \"VM image (classic)\" }\r\n ,\"microsoft.cleanroom/cleanrooms\": { \"SingularDisplayName\": \"Microsoft.CleanRoom cleanroom\" }\r\n ,\"microsoft.cleanroom/microservices\": { \"SingularDisplayName\": \"Microsoft.CleanRoom microservice\" }\r\n ,\"microsoft.cloud/hubs\": { \"SingularDisplayName\": \"FinOps hub\" }\r\n ,\"microsoft.clouddeviceplatform/delegatedidentities\": { \"SingularDisplayName\": \"Microsoft.CloudDevicePlatform delegated identity\" }\r\n ,\"microsoft.cloudhealth/healthmodels\": { \"SingularDisplayName\": \"Health Model\" }\r\n ,\"microsoft.cloudtest/accounts\": { \"SingularDisplayName\": \"CloudTest Account\" }\r\n ,\"microsoft.cloudtest/buildcaches\": { \"SingularDisplayName\": \"1ES Build Cache\" }\r\n ,\"microsoft.cloudtest/hostedpools\": { \"SingularDisplayName\": \"1ES Hosted Pool\" }\r\n ,\"microsoft.cloudtest/images\": { \"SingularDisplayName\": \"1ES Image\" }\r\n ,\"microsoft.cloudtest/pools\": { \"SingularDisplayName\": \"CloudTest Pool\" }\r\n ,\"microsoft.clusterstor/nodes\": { \"SingularDisplayName\": \"ClusterStor\" }\r\n ,\"microsoft.codesigning/codesigningaccounts\": { \"SingularDisplayName\": \"Trusted Signing Account\" }\r\n ,\"microsoft.codespaces/plans\": { \"SingularDisplayName\": \"Microsoft.Codespaces plan\" }\r\n ,\"microsoft.cognitiveservices/accounts\": { \"SingularDisplayName\": \"Azure AI services\" }\r\n ,\"microsoft.cognitiveservices/commitmentplans\": { \"SingularDisplayName\": \"Microsoft.CognitiveServices commitment plan\" }\r\n ,\"microsoft.cognitiveservices/commitmentplans/accountassociations\": { \"SingularDisplayName\": \"Microsoft.CognitiveServices commitment plans account association\" }\r\n ,\"microsoft.communication/communicationservices\": { \"SingularDisplayName\": \"Communication Service\" }\r\n ,\"microsoft.communication/emailservices\": { \"SingularDisplayName\": \"Email Communication Service\" }\r\n ,\"microsoft.communication/emailservices/domains\": { \"SingularDisplayName\": \"Email Communication Services Domain\" }\r\n ,\"microsoft.community/communitytrainings\": { \"SingularDisplayName\": \"Community Training\" }\r\n ,\"microsoft.compositesolutions/compositesolutiondefinitions\": { \"SingularDisplayName\": \"Microsoft.CompositeSolutions composite solution definition\" }\r\n ,\"microsoft.compositesolutions/compositesolutions\": { \"SingularDisplayName\": \"Microsoft.CompositeSolutions composite solution\" }\r\n ,\"microsoft.compute/availabilitysets\": { \"SingularDisplayName\": \"Availability set\" }\r\n ,\"microsoft.compute/capacityreservationgroups\": { \"SingularDisplayName\": \"Capacity Reservation Group\" }\r\n ,\"microsoft.compute/capacityreservationgroups/capacityreservations\": { \"SingularDisplayName\": \"Capacity reservation\" }\r\n ,\"microsoft.compute/capacityreservationgroupscomputehub\": { \"SingularDisplayName\": \"Capacity Reservation Group\" }\r\n ,\"microsoft.compute/cloudservices\": { \"SingularDisplayName\": \"Cloud service (extended support)\" }\r\n ,\"microsoft.compute/computefleetinstances\": { \"SingularDisplayName\": \"Instance\" }\r\n ,\"microsoft.compute/diskaccesses\": { \"SingularDisplayName\": \"Disk Access\" }\r\n ,\"microsoft.compute/diskencryptionsets\": { \"SingularDisplayName\": \"Disk Encryption Set\" }\r\n ,\"microsoft.compute/disks\": { \"SingularDisplayName\": \"Disk\" }\r\n ,\"microsoft.compute/galleries\": { \"SingularDisplayName\": \"Azure compute gallery\" }\r\n ,\"microsoft.compute/galleries/applications\": { \"SingularDisplayName\": \"VM application definition\" }\r\n ,\"microsoft.compute/galleries/applications/versions\": { \"SingularDisplayName\": \"VM application version\" }\r\n ,\"microsoft.compute/galleries/images\": { \"SingularDisplayName\": \"VM image definition\" }\r\n ,\"microsoft.compute/galleries/images/versions\": { \"SingularDisplayName\": \"VM image version\" }\r\n ,\"microsoft.compute/galleries/imagescomputehub\": { \"SingularDisplayName\": \"VM image definition\" }\r\n ,\"microsoft.compute/hostgroups\": { \"SingularDisplayName\": \"Host group\" }\r\n ,\"microsoft.compute/hostgroups/hosts\": { \"SingularDisplayName\": \"Host\" }\r\n ,\"microsoft.compute/hostgroupscomputehub\": { \"SingularDisplayName\": \"Host group\" }\r\n ,\"microsoft.compute/images\": { \"SingularDisplayName\": \"Image\" }\r\n ,\"microsoft.compute/imagescomputehub\": { \"SingularDisplayName\": \"Image\" }\r\n ,\"microsoft.compute/locations/communitygalleries/images\": { \"SingularDisplayName\": \"Community image\" }\r\n ,\"microsoft.compute/locations/communitygalleries/imagescomputehub\": { \"SingularDisplayName\": \"Community image\" }\r\n ,\"microsoft.compute/proximityplacementgroups\": { \"SingularDisplayName\": \"Proximity placement group\" }\r\n ,\"microsoft.compute/proximityplacementgroupscomputehub\": { \"SingularDisplayName\": \"Proximity placement group\" }\r\n ,\"microsoft.compute/restorepointcollections\": { \"SingularDisplayName\": \"Restore Point Collection\" }\r\n })[tolower(id)]\r\n}\r\n", + "$fxv#2": "// Copyright (c) Microsoft Corporation.\r\n// Licensed under the MIT License.\r\n\r\n.create-or-alter function \r\nwith (docstring = 'Return details about the specified ID.', folder = 'OpenData/Internal')\r\n_resource_type_2(id: string) {\r\n dynamic({\r\n \"microsoft.compute/restorepointcollections/restorepoints\": { \"SingularDisplayName\": \"Restore Point\" }\r\n ,\"microsoft.compute/snapshots\": { \"SingularDisplayName\": \"Snapshot\" }\r\n ,\"microsoft.compute/sshpublickeys\": { \"SingularDisplayName\": \"SSH key\" }\r\n ,\"microsoft.compute/standbypoolinstance\": { \"SingularDisplayName\": \"Standby pool\" }\r\n ,\"microsoft.compute/virtualmachinecomputehub\": { \"SingularDisplayName\": \"Virtual machine\" }\r\n ,\"microsoft.compute/virtualmachineflexinstances\": { \"SingularDisplayName\": \"Instance\" }\r\n ,\"microsoft.compute/virtualmachines\": { \"SingularDisplayName\": \"Virtual machine\" }\r\n ,\"microsoft.compute/virtualmachines/providers/guestconfigurationassignments\": { \"SingularDisplayName\": \"Guest Assignment\" }\r\n ,\"microsoft.compute/virtualmachinescalesets\": { \"SingularDisplayName\": \"Virtual machine scale set\" }\r\n ,\"microsoft.compute/virtualmachinescalesets/providers/guestconfigurationassignments\": { \"SingularDisplayName\": \"Guest Assignment\" }\r\n ,\"microsoft.compute/virtualmachinescalesets/virtualmachines\": { \"SingularDisplayName\": \"Virtual machine scale set instance\" }\r\n ,\"microsoft.compute/virtualmachinescalesets/virtualmachines/networkinterfaces/ipconfigurations/publicipaddresses\": { \"SingularDisplayName\": \"Public IP address\" }\r\n ,\"microsoft.computehub/advisorcost\": { \"SingularDisplayName\": \"Recommendations\" }\r\n ,\"microsoft.computehub/advisoroperationalexcellence\": { \"SingularDisplayName\": \"Recommendations\" }\r\n ,\"microsoft.computehub/advisorperformance\": { \"SingularDisplayName\": \"Recommendations\" }\r\n ,\"microsoft.computehub/advisorreliability\": { \"SingularDisplayName\": \"Recommendations\" }\r\n ,\"microsoft.computehub/advisorsecurity\": { \"SingularDisplayName\": \"Recommendations\" }\r\n ,\"microsoft.computehub/all\": { \"SingularDisplayName\": \"All resources\" }\r\n ,\"microsoft.computehub/backup\": { \"SingularDisplayName\": \"Backup job\" }\r\n ,\"microsoft.computehub/computehubmain\": { \"SingularDisplayName\": \"Compute infrastructure\" }\r\n ,\"microsoft.computehub/healthevents\": { \"SingularDisplayName\": \"Health events\" }\r\n ,\"microsoft.computehub/linuxostype\": { \"SingularDisplayName\": \"Linux OS\" }\r\n ,\"microsoft.computehub/microsoftdefenderfreetrialsubscription\": { \"SingularDisplayName\": \"Microsoft defender\" }\r\n ,\"microsoft.computehub/microsoftdefenderstandardsubscription\": { \"SingularDisplayName\": \"Microsoft defender\" }\r\n ,\"microsoft.computehub/outages\": { \"SingularDisplayName\": \"Outages\" }\r\n ,\"microsoft.computehub/powerstatedeallocated\": { \"SingularDisplayName\": \"Power states\" }\r\n ,\"microsoft.computehub/powerstaterunning\": { \"SingularDisplayName\": \"Power states\" }\r\n ,\"microsoft.computehub/powerstatestopped\": { \"SingularDisplayName\": \"Power states\" }\r\n ,\"microsoft.computehub/provisioningstatefailedresources\": { \"SingularDisplayName\": \"Provisioning states\" }\r\n ,\"microsoft.computehub/provisioningstatesucceededresources\": { \"SingularDisplayName\": \"Provisioning states\" }\r\n ,\"microsoft.computehub/windowsostype\": { \"SingularDisplayName\": \"Windows OS\" }\r\n ,\"microsoft.computeschedule/autoactions\": { \"SingularDisplayName\": \"Microsoft.ComputeSchedule auto action\" }\r\n ,\"microsoft.computeschedule/autoactions/occurrences\": { \"SingularDisplayName\": \"Microsoft.ComputeSchedule auto actions occurrence\" }\r\n ,\"microsoft.confidentialledger/ledgers\": { \"SingularDisplayName\": \"Confidential Ledger\" }\r\n ,\"microsoft.confidentialledger/managedccfs\": { \"SingularDisplayName\": \"Managed CCF App\" }\r\n ,\"microsoft.confluent/agreements\": { \"SingularDisplayName\": \"Microsoft.Confluent agreement\" }\r\n ,\"microsoft.confluent/organizations\": { \"SingularDisplayName\": \"Confluent organization\" }\r\n ,\"microsoft.connectedcache/cachenodes\": { \"SingularDisplayName\": \"Connected Cache for ISP (early preview)\" }\r\n ,\"microsoft.connectedcache/enterprisecustomers\": { \"SingularDisplayName\": \"Connected Cache for Enterprise & Education (early preview)\" }\r\n ,\"microsoft.connectedcache/enterprisemcccustomers\": { \"SingularDisplayName\": \"Connected Cache for Enterprise & Education\" }\r\n ,\"microsoft.connectedcache/enterprisemcccustomers/enterprisemcccachenodes\": { \"SingularDisplayName\": \"MCC CacheNode for Enterprise\" }\r\n ,\"microsoft.connectedcache/ispcustomers\": { \"SingularDisplayName\": \"Connected Cache for ISP\" }\r\n ,\"microsoft.connectedcredentials/credentials\": { \"SingularDisplayName\": \"Microsoft.ConnectedCredentials credential\" }\r\n ,\"microsoft.connectedvehicle/platformaccounts\": { \"SingularDisplayName\": \"Microsoft.ConnectedVehicle platform account\" }\r\n ,\"microsoft.connectedvmwarevsphere/clusters\": { \"SingularDisplayName\": \"Microsoft.ConnectedVMwarevSphere cluster\" }\r\n ,\"microsoft.connectedvmwarevsphere/datastores\": { \"SingularDisplayName\": \"Microsoft.ConnectedVMwarevSphere datastore\" }\r\n ,\"microsoft.connectedvmwarevsphere/hosts\": { \"SingularDisplayName\": \"Microsoft.ConnectedVMwarevSphere host\" }\r\n ,\"microsoft.connectedvmwarevsphere/resourcepools\": { \"SingularDisplayName\": \"Microsoft.ConnectedVMwarevSphere resource pool\" }\r\n ,\"microsoft.connectedvmwarevsphere/vcenters\": { \"SingularDisplayName\": \"VMware vCenter\" }\r\n ,\"microsoft.connectedvmwarevsphere/virtualmachineinstances\": { \"SingularDisplayName\": \"Microsoft.ConnectedVMwarevSphere virtual machine instance\" }\r\n ,\"microsoft.connectedvmwarevsphere/virtualmachineinstances/guestagents\": { \"SingularDisplayName\": \"Microsoft.ConnectedVMwarevSphere virtual machine instances guest agent\" }\r\n ,\"microsoft.connectedvmwarevsphere/virtualmachineinstances/hybrididentitymetadata\": { \"SingularDisplayName\": \"Microsoft.ConnectedVMwarevSphere virtual machine instances hybrid identity metadata\" }\r\n ,\"microsoft.connectedvmwarevsphere/virtualmachines\": { \"SingularDisplayName\": \"VMware + AVS virtual machine\" }\r\n ,\"microsoft.connectedvmwarevsphere/virtualmachines/providers/guestconfigurationassignments\": { \"SingularDisplayName\": \"Guest Assignment\" }\r\n ,\"microsoft.connectedvmwarevsphere/virtualmachinetemplates\": { \"SingularDisplayName\": \"Microsoft.ConnectedVMwarevSphere virtual machine template\" }\r\n ,\"microsoft.connectedvmwarevsphere/virtualnetworks\": { \"SingularDisplayName\": \"Microsoft.ConnectedVMwarevSphere virtual network\" }\r\n ,\"microsoft.consumption/budgets\": { \"SingularDisplayName\": \"Microsoft.Consumption budget\" }\r\n ,\"microsoft.consumption/credits\": { \"SingularDisplayName\": \"Microsoft.Consumption credit\" }\r\n ,\"microsoft.consumption/pricesheets\": { \"SingularDisplayName\": \"Microsoft.Consumption pricesheet\" }\r\n ,\"microsoft.containerinstance/containergroupprofiles\": { \"SingularDisplayName\": \"Microsoft.ContainerInstance container group profile\" }\r\n ,\"microsoft.containerinstance/containergroupprofiles/revisions\": { \"SingularDisplayName\": \"Microsoft.ContainerInstance container group profiles revision\" }\r\n ,\"microsoft.containerinstance/containergroups\": { \"SingularDisplayName\": \"Container instances\" }\r\n ,\"microsoft.containerinstance/ngroups\": { \"SingularDisplayName\": \"Microsoft.ContainerInstance ngroup\" }\r\n ,\"microsoft.containerregistry/registries\": { \"SingularDisplayName\": \"Container registry\" }\r\n ,\"microsoft.containerregistry/registries/replications\": { \"SingularDisplayName\": \"Container registry replication\" }\r\n ,\"microsoft.containerregistry/registries/scopemaps\": { \"SingularDisplayName\": \"Container registry scope map\" }\r\n ,\"microsoft.containerregistry/registries/tokens\": { \"SingularDisplayName\": \"Container registry token\" }\r\n ,\"microsoft.containerregistry/registries/webhooks\": { \"SingularDisplayName\": \"Container registry webhook\" }\r\n ,\"microsoft.containerservice/fleets\": { \"SingularDisplayName\": \"Kubernetes fleet manager\" }\r\n ,\"microsoft.containerservice/managedclusters\": { \"SingularDisplayName\": \"Kubernetes service\" }\r\n ,\"microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/extensions\": { \"SingularDisplayName\": \"Kubernetes service extension\" }\r\n ,\"microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/fluxconfigurations\": { \"SingularDisplayName\": \"GitOps configuration\" }\r\n ,\"microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/namespaces\": { \"SingularDisplayName\": \"Kubernetes namespace\" }\r\n ,\"microsoft.containerservice/managedclustersnapshots\": { \"SingularDisplayName\": \"Microsoft.ContainerService managedclustersnapshot\" }\r\n ,\"microsoft.containerservice/snapshots\": { \"SingularDisplayName\": \"Microsoft.ContainerService snapshot\" }\r\n ,\"microsoft.containerstorage/pools\": { \"SingularDisplayName\": \"Container storage\" }\r\n ,\"microsoft.contoso/clusters\": { \"SingularDisplayName\": \"Microsoft.Contoso cluster\" }\r\n ,\"microsoft.contoso/employees\": { \"SingularDisplayName\": \"Microsoft.Contoso employee\" }\r\n ,\"microsoft.contoso/employees/desks\": { \"SingularDisplayName\": \"Microsoft.Contoso employees desk\" }\r\n ,\"microsoft.contoso/employees/nestedresourcetype\": { \"SingularDisplayName\": \"Microsoft.Contoso employees nested resource type\" }\r\n ,\"microsoft.contoso/employees/privateendpointconnections\": { \"SingularDisplayName\": \"Microsoft.Contoso employees private endpoint connection\" }\r\n ,\"microsoft.contoso/employees/privatelinkresources\": { \"SingularDisplayName\": \"Microsoft.Contoso employees private link resource\" }\r\n ,\"microsoft.contoso/extensionresourcetype\": { \"SingularDisplayName\": \"Microsoft.Contoso extension resource type\" }\r\n ,\"microsoft.costmanagement/alerts\": { \"SingularDisplayName\": \"Microsoft.CostManagement alert\" }\r\n ,\"microsoft.costmanagement/budgets\": { \"SingularDisplayName\": \"Microsoft.CostManagement budget\" }\r\n ,\"microsoft.costmanagement/cloudconnectors\": { \"SingularDisplayName\": \"Microsoft.CostManagement cloud connector\" }\r\n ,\"microsoft.costmanagement/connectors\": { \"SingularDisplayName\": \"Microsoft.CostManagement connector\" }\r\n ,\"microsoft.costmanagement/costallocationrules\": { \"SingularDisplayName\": \"Microsoft.CostManagement cost allocation rule\" }\r\n ,\"microsoft.costmanagement/costdetailsoperationresults\": { \"SingularDisplayName\": \"Microsoft.CostManagement cost details operation result\" }\r\n ,\"microsoft.costmanagement/exports\": { \"SingularDisplayName\": \"Microsoft.CostManagement export\" }\r\n ,\"microsoft.costmanagement/externalbillingaccounts\": { \"SingularDisplayName\": \"Microsoft.CostManagement external billing account\" }\r\n ,\"microsoft.costmanagement/externalsubscriptions\": { \"SingularDisplayName\": \"Microsoft.CostManagement external subscription\" }\r\n ,\"microsoft.costmanagement/markuprules\": { \"SingularDisplayName\": \"Microsoft.CostManagement markup rule\" }\r\n ,\"microsoft.costmanagement/operationstatus\": { \"SingularDisplayName\": \"Microsoft.CostManagement operation statu\" }\r\n ,\"microsoft.costmanagement/reportconfigs\": { \"SingularDisplayName\": \"Microsoft.CostManagement reportconfig\" }\r\n ,\"microsoft.costmanagement/reports\": { \"SingularDisplayName\": \"Microsoft.CostManagement report\" }\r\n ,\"microsoft.costmanagement/scheduledactions\": { \"SingularDisplayName\": \"Microsoft.CostManagement scheduled action\" }\r\n ,\"microsoft.costmanagement/settings\": { \"SingularDisplayName\": \"Microsoft.CostManagement setting\" }\r\n ,\"microsoft.costmanagement/views\": { \"SingularDisplayName\": \"Microsoft.CostManagement view\" }\r\n ,\"microsoft.customerlockbox/requests\": { \"SingularDisplayName\": \"Microsoft.CustomerLockbox request\" }\r\n ,\"microsoft.customerlockbox/tenantoptedin\": { \"SingularDisplayName\": \"Microsoft.CustomerLockbox tenant opted in\" }\r\n ,\"microsoft.customproviders/associations\": { \"SingularDisplayName\": \"Microsoft.CustomProviders association\" }\r\n ,\"microsoft.customproviders/resourceproviders\": { \"SingularDisplayName\": \"Microsoft.CustomProviders resource provider\" }\r\n ,\"microsoft.dashboard/grafana\": { \"SingularDisplayName\": \"Azure Managed Grafana\" }\r\n ,\"microsoft.dataaccelerator/indexclusters\": { \"SingularDisplayName\": \"Microsoft.DataAccelerator index cluster\" }\r\n ,\"microsoft.databasefleetmanager/fleets\": { \"SingularDisplayName\": \"Database fleet manager\" }\r\n ,\"microsoft.databasefleetmanager/fleets/fleetspaces\": { \"SingularDisplayName\": \"Fleetspaces\" }\r\n ,\"microsoft.databasefleetmanager/fleets/fleetspaces/databases\": { \"SingularDisplayName\": \"Fleet Managed Database\" }\r\n ,\"microsoft.databasefleetmanager/fleets/tiers\": { \"SingularDisplayName\": \"tier\" }\r\n ,\"microsoft.databasewatcher/watchers\": { \"SingularDisplayName\": \"Database watcher\" }\r\n ,\"microsoft.databox/jobs\": { \"SingularDisplayName\": \"Azure Data Box\" }\r\n ,\"microsoft.databoxedge/databoxedgedevices\": { \"SingularDisplayName\": \"Azure Stack Edge / Data Box Gateway\" }\r\n ,\"microsoft.databricks/accessconnectors\": { \"SingularDisplayName\": \"Access Connector for Azure Databricks\" }\r\n ,\"microsoft.databricks/workspaces\": { \"SingularDisplayName\": \"Azure Databricks Service\" }\r\n ,\"microsoft.datacatalog/catalogs\": { \"SingularDisplayName\": \"Data Catalog\" }\r\n ,\"microsoft.datacollaboration/workspaces\": { \"SingularDisplayName\": \"Project CI\" }\r\n ,\"microsoft.datadog/agreements\": { \"SingularDisplayName\": \"Microsoft.Datadog agreement\" }\r\n ,\"microsoft.datadog/monitors\": { \"SingularDisplayName\": \"Datadog\" }\r\n ,\"microsoft.datadog/subscriptionstatuses\": { \"SingularDisplayName\": \"Microsoft.Datadog subscription statuse\" }\r\n ,\"microsoft.datafactory/datafactories\": { \"SingularDisplayName\": \"Data factory\" }\r\n ,\"microsoft.datafactory/factories\": { \"SingularDisplayName\": \"Data factory (V2)\" }\r\n ,\"microsoft.datafactory/factories/pipelines\": { \"SingularDisplayName\": \"Data Factory pipeline\" }\r\n ,\"microsoft.datafactory/factories/triggers\": { \"SingularDisplayName\": \"Data Factory trigger\" }\r\n ,\"microsoft.datalakeanalytics/accounts\": { \"SingularDisplayName\": \"Data Lake Analytics account\" }\r\n ,\"microsoft.datalakestore/accounts\": { \"SingularDisplayName\": \"Data Lake Storage Gen1\" }\r\n ,\"microsoft.datamigration/databasemigrations\": { \"SingularDisplayName\": \"Microsoft.DataMigration database migration\" }\r\n ,\"microsoft.datamigration/migrationservices\": { \"SingularDisplayName\": \"Microsoft.DataMigration migration service\" }\r\n ,\"microsoft.datamigration/services\": { \"SingularDisplayName\": \"Azure Database Migration Service (classic)\" }\r\n ,\"microsoft.datamigration/services/projects\": { \"SingularDisplayName\": \"Azure Database Migration Project\" }\r\n ,\"microsoft.datamigration/sqlmigrationservices\": { \"SingularDisplayName\": \"Azure Database Migration Service\" }\r\n ,\"microsoft.dataprotection/backupvaults\": { \"SingularDisplayName\": \"Backup vault\" }\r\n ,\"microsoft.dataprotection/resourceguards\": { \"SingularDisplayName\": \"Resource Guard\" }\r\n ,\"microsoft.datareplication/replicationfabrics\": { \"SingularDisplayName\": \"Microsoft.DataReplication replication fabric\" }\r\n ,\"microsoft.datareplication/replicationfabrics/fabricagents\": { \"SingularDisplayName\": \"Microsoft.DataReplication replication fabrics fabric agent\" }\r\n ,\"microsoft.datareplication/replicationfabrics/fabricagents/operations\": { \"SingularDisplayName\": \"Microsoft.DataReplication replication fabrics fabric agents operation\" }\r\n ,\"microsoft.datareplication/replicationfabrics/operations\": { \"SingularDisplayName\": \"Microsoft.DataReplication replication fabrics operation\" }\r\n ,\"microsoft.datareplication/replicationvaults\": { \"SingularDisplayName\": \"Microsoft.DataReplication replication vault\" }\r\n ,\"microsoft.datareplication/replicationvaults/alertsettings\": { \"SingularDisplayName\": \"Microsoft.DataReplication replication vaults alert setting\" }\r\n ,\"microsoft.datareplication/replicationvaults/events\": { \"SingularDisplayName\": \"Microsoft.DataReplication replication vaults event\" }\r\n ,\"microsoft.datareplication/replicationvaults/jobs\": { \"SingularDisplayName\": \"Microsoft.DataReplication replication vaults job\" }\r\n ,\"microsoft.datareplication/replicationvaults/jobs/operations\": { \"SingularDisplayName\": \"Microsoft.DataReplication replication vaults jobs operation\" }\r\n ,\"microsoft.datareplication/replicationvaults/operations\": { \"SingularDisplayName\": \"Microsoft.DataReplication replication vaults operation\" }\r\n ,\"microsoft.datareplication/replicationvaults/protecteditems\": { \"SingularDisplayName\": \"Microsoft.DataReplication replication vaults protected item\" }\r\n ,\"microsoft.datareplication/replicationvaults/protecteditems/operations\": { \"SingularDisplayName\": \"Microsoft.DataReplication replication vaults protected items operation\" }\r\n ,\"microsoft.datareplication/replicationvaults/protecteditems/recoverypoints\": { \"SingularDisplayName\": \"Microsoft.DataReplication replication vaults protected items recovery point\" }\r\n ,\"microsoft.datareplication/replicationvaults/replicationextensions\": { \"SingularDisplayName\": \"Microsoft.DataReplication replication vaults replication extension\" }\r\n ,\"microsoft.datareplication/replicationvaults/replicationextensions/operations\": { \"SingularDisplayName\": \"Microsoft.DataReplication replication vaults replication extensions operation\" }\r\n ,\"microsoft.datareplication/replicationvaults/replicationpolicies\": { \"SingularDisplayName\": \"Microsoft.DataReplication replication vaults replication policy\" }\r\n ,\"microsoft.datareplication/replicationvaults/replicationpolicies/operations\": { \"SingularDisplayName\": \"Microsoft.DataReplication replication vaults replication policies operation\" }\r\n ,\"microsoft.datashare/accounts\": { \"SingularDisplayName\": \"Data Share\" }\r\n ,\"microsoft.dbformariadb/servers\": { \"SingularDisplayName\": \"Azure Database for MariaDB server\" }\r\n ,\"microsoft.dbformysql/flexibleservers\": { \"SingularDisplayName\": \"Azure Database for MySQL flexible server\" }\r\n ,\"microsoft.dbformysql/servers\": { \"SingularDisplayName\": \"MySQL server\" }\r\n ,\"microsoft.dbforpostgresql/flexibleservers\": { \"SingularDisplayName\": \"Azure Database for PostgreSQL - Flexible Server\" }\r\n ,\"microsoft.dbforpostgresql/servergroupsv2\": { \"SingularDisplayName\": \"Azure Cosmos DB for PostgreSQL Cluster\" }\r\n ,\"microsoft.dbforpostgresql/servers\": { \"SingularDisplayName\": \"PostgreSQL server\" }\r\n ,\"microsoft.delegatednetwork/controller\": { \"SingularDisplayName\": \"Microsoft.DelegatedNetwork controller\" }\r\n ,\"microsoft.delegatednetwork/delegatedsubnets\": { \"SingularDisplayName\": \"Microsoft.DelegatedNetwork delegated subnet\" }\r\n ,\"microsoft.delegatednetwork/orchestrators\": { \"SingularDisplayName\": \"Microsoft.DelegatedNetwork orchestrator\" }\r\n ,\"microsoft.dependencymap/maps\": { \"SingularDisplayName\": \"Microsoft.DependencyMap map\" }\r\n ,\"microsoft.dependencymap/maps/discoverysources\": { \"SingularDisplayName\": \"Microsoft.DependencyMap maps discovery source\" }\r\n ,\"microsoft.deploymentmanager/artifactsources\": { \"SingularDisplayName\": \"Microsoft.DeploymentManager artifact source\" }\r\n ,\"microsoft.deploymentmanager/rollouts\": { \"SingularDisplayName\": \"Rollout\" }\r\n ,\"microsoft.deploymentmanager/servicetopologies\": { \"SingularDisplayName\": \"Microsoft.DeploymentManager service topology\" }\r\n ,\"microsoft.deploymentmanager/servicetopologies/services\": { \"SingularDisplayName\": \"Microsoft.DeploymentManager service topologies service\" }\r\n ,\"microsoft.deploymentmanager/servicetopologies/services/serviceunits\": { \"SingularDisplayName\": \"Microsoft.DeploymentManager service topologies services service unit\" }\r\n ,\"microsoft.deploymentmanager/steps\": { \"SingularDisplayName\": \"Microsoft.DeploymentManager step\" }\r\n ,\"microsoft.desktopvirtualization/appattachpackages\": { \"SingularDisplayName\": \"App attach package\" }\r\n ,\"microsoft.desktopvirtualization/applicationgroups\": { \"SingularDisplayName\": \"Application group\" }\r\n ,\"microsoft.desktopvirtualization/hostpools\": { \"SingularDisplayName\": \"Host pool\" }\r\n ,\"microsoft.desktopvirtualization/scalingplans\": { \"SingularDisplayName\": \"Scaling plan\" }\r\n ,\"microsoft.desktopvirtualization/workspaces\": { \"SingularDisplayName\": \"Workspace\" }\r\n ,\"microsoft.devai/instances\": { \"SingularDisplayName\": \"Microsoft.DevAI instance\" }\r\n ,\"microsoft.devai/instances/experiments\": { \"SingularDisplayName\": \"Microsoft.DevAI instances experiment\" }\r\n ,\"microsoft.devai/instances/sandboxes\": { \"SingularDisplayName\": \"Microsoft.DevAI instances sandbox\" }\r\n ,\"microsoft.devai/instances/sandboxes/experiments\": { \"SingularDisplayName\": \"Microsoft.DevAI instances sandboxes experiment\" }\r\n ,\"microsoft.devcenter/devcenters\": { \"SingularDisplayName\": \"Dev center\" }\r\n ,\"microsoft.devcenter/devcenters/devboxdefinitions\": { \"SingularDisplayName\": \"Dev Box definition\" }\r\n ,\"microsoft.devcenter/networkconnections\": { \"SingularDisplayName\": \"Network connection\" }\r\n ,\"microsoft.devcenter/plans\": { \"SingularDisplayName\": \"Dev center plan\" }\r\n ,\"microsoft.devcenter/projects\": { \"SingularDisplayName\": \"Project\" }\r\n ,\"microsoft.devcenter/projects/pools\": { \"SingularDisplayName\": \"Pool\" }\r\n ,\"microsoft.developmentwindows365/developmentcloudpcdelegatedmsis\": { 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,\"microsoft.hybridnetwork/proxypublishers/networkservicedesigngroups\": { \"SingularDisplayName\": \"Microsoft.HybridNetwork proxy publishers network service design group\" }\r\n ,\"microsoft.hybridnetwork/proxypublishers/networkservicedesigngroups/networkservicedesignversions\": { \"SingularDisplayName\": \"Microsoft.HybridNetwork proxy publishers network service design groups network service design version\" }\r\n ,\"microsoft.hybridnetwork/publishers\": { \"SingularDisplayName\": \"Publisher\" }\r\n ,\"microsoft.hybridnetwork/publishers/artifactstores\": { \"SingularDisplayName\": \"Publisher Artifact Store\" }\r\n ,\"microsoft.hybridnetwork/publishers/artifactstores/artifactmanifests\": { \"SingularDisplayName\": \"Publisher Artifact Manifest\" }\r\n ,\"microsoft.hybridnetwork/publishers/configurationgroupschemas\": { \"SingularDisplayName\": \"Configuration Group Schema\" }\r\n ,\"microsoft.hybridnetwork/publishers/networkfunctiondefinitiongroups\": { \"SingularDisplayName\": \"Network Function Definition\" }\r\n ,\"microsoft.hybridnetwork/publishers/networkfunctiondefinitiongroups/networkfunctiondefinitionversions\": { \"SingularDisplayName\": \"Network Function Definition Version\" }\r\n ,\"microsoft.hybridnetwork/publishers/networkservicedesigngroups\": { \"SingularDisplayName\": \"Network Service Design\" }\r\n ,\"microsoft.hybridnetwork/publishers/networkservicedesigngroups/networkservicedesignversions\": { \"SingularDisplayName\": \"Network Service Design Version\" }\r\n ,\"microsoft.hybridnetwork/servicemanagementcontainers\": { \"SingularDisplayName\": \"Microsoft.HybridNetwork service management container\" }\r\n ,\"microsoft.hybridnetwork/servicemanagementcontainers/rolloutsequences\": { \"SingularDisplayName\": \"Microsoft.HybridNetwork service management containers rollout sequence\" }\r\n ,\"microsoft.hybridnetwork/servicemanagementcontainers/rollouttiers\": { \"SingularDisplayName\": \"Microsoft.HybridNetwork service management containers rollout tier\" }\r\n ,\"microsoft.hybridnetwork/servicemanagementcontainers/updatespecifications\": { \"SingularDisplayName\": \"Microsoft.HybridNetwork service management containers update specification\" }\r\n ,\"microsoft.hybridnetwork/servicemanagementcontainers/updatespecifications/rollouts\": { \"SingularDisplayName\": \"Microsoft.HybridNetwork service management containers update specifications rollout\" }\r\n ,\"microsoft.hybridnetwork/servicemanagementcontainers/updatespecifications/rollouts/statuses\": { \"SingularDisplayName\": \"Microsoft.HybridNetwork service management containers update specifications rollouts statuse\" }\r\n ,\"microsoft.hybridnetwork/sitenetworkservices\": { \"SingularDisplayName\": \"Site Network Service\" }\r\n ,\"microsoft.hybridnetwork/sites\": { \"SingularDisplayName\": \"Site\" }\r\n ,\"microsoft.hybridnetwork/vendors\": { \"SingularDisplayName\": \"Azure Network Function Manager ? vendor\" }\r\n ,\"microsoft.hybridonboarding/extensionmanagers\": { \"SingularDisplayName\": \"Microsoft.HybridOnboarding extension manager\" }\r\n ,\"microsoft.impact/connectors\": { \"SingularDisplayName\": \"Impact Reporting Connector\" }\r\n ,\"microsoft.impact/impactcategories\": { \"SingularDisplayName\": \"Microsoft.Impact impact category\" }\r\n ,\"microsoft.impact/topologyimpacts\": { \"SingularDisplayName\": \"Microsoft.Impact topology impact\" }\r\n ,\"microsoft.impact/workloadimpacts\": { \"SingularDisplayName\": \"Microsoft.Impact workload impact\" }\r\n ,\"microsoft.impact/workloadimpacts/insights\": { \"SingularDisplayName\": \"Microsoft.Impact workload impacts insight\" }\r\n ,\"microsoft.importexport/jobs\": { \"SingularDisplayName\": \"Microsoft.ImportExport job\" }\r\n ,\"microsoft.insights/actiongroups\": { \"SingularDisplayName\": \"Action group\" }\r\n ,\"microsoft.insights/activitylogalerts\": { \"SingularDisplayName\": \"Activity log alert rule\" }\r\n ,\"microsoft.insights/alertrules\": { \"SingularDisplayName\": \"Microsoft.Insights alertrule\" }\r\n ,\"microsoft.insights/alertrules/incidents\": { \"SingularDisplayName\": \"Microsoft.insights alertrules incident\" }\r\n ,\"microsoft.insights/autoscalesettings\": { \"SingularDisplayName\": \"Microsoft.Insights autoscalesetting\" }\r\n ,\"microsoft.insights/components\": { \"SingularDisplayName\": \"Application Insights app\" }\r\n ,\"microsoft.insights/datacollectionendpoints\": { \"SingularDisplayName\": \"Data collection endpoint\" }\r\n ,\"microsoft.insights/datacollectionruleassociations\": { \"SingularDisplayName\": \"Microsoft.Insights data collection rule association\" }\r\n ,\"microsoft.insights/datacollectionrules\": { \"SingularDisplayName\": \"Data collection rule\" }\r\n ,\"microsoft.insights/diagnosticsettings\": { \"SingularDisplayName\": \"Diagnostic settings\" }\r\n ,\"microsoft.insights/diagnosticsettingscategories\": { \"SingularDisplayName\": \"Microsoft.Insights diagnostic settings category\" }\r\n ,\"microsoft.insights/guestdiagnosticsettings\": { \"SingularDisplayName\": \"Microsoft.insights guest diagnostic setting\" }\r\n ,\"microsoft.insights/guestdiagnosticsettingsassociation\": { \"SingularDisplayName\": \"Microsoft.insights guest diagnostic settings association\" }\r\n ,\"microsoft.insights/logprofiles\": { \"SingularDisplayName\": \"Microsoft.Insights logprofile\" }\r\n ,\"microsoft.insights/metricalerts\": { \"SingularDisplayName\": \"Metric alert rule\" }\r\n ,\"microsoft.insights/notificationstatus\": { \"SingularDisplayName\": \"Microsoft.Insights notification statu\" }\r\n ,\"microsoft.insights/privatelinkscopeoperationstatuses\": { \"SingularDisplayName\": \"Microsoft.insights private link scope operation statuse\" }\r\n ,\"microsoft.insights/privatelinkscopes\": { \"SingularDisplayName\": \"Azure Monitor Private Link Scope\" }\r\n ,\"microsoft.insights/scheduledqueryrules\": { \"SingularDisplayName\": \"Log search alert rule\" }\r\n ,\"microsoft.insights/tenantactiongroups\": { \"SingularDisplayName\": \"Microsoft.Insights tenant action group\" }\r\n ,\"microsoft.insights/tenantactiongroups/notificationstatus\": { \"SingularDisplayName\": \"Microsoft.Insights tenant action groups notification statu\" }\r\n ,\"microsoft.insights/vminsightsonboardingstatuses\": { \"SingularDisplayName\": \"Microsoft.Insights VM insights onboarding statuse\" }\r\n ,\"microsoft.insights/webtests\": { \"SingularDisplayName\": \"Application Insights availability test\" }\r\n ,\"microsoft.insights/workbooks\": { \"SingularDisplayName\": \"Azure Workbook\" }\r\n ,\"microsoft.insights/workbooktemplates\": { \"SingularDisplayName\": \"Azure Workbook Template\" }\r\n ,\"microsoft.integrationspaces/spaces\": { \"SingularDisplayName\": \"Integration Environment\" }\r\n ,\"microsoft.intelligentitdigitaltwin/digitaltwins\": { \"SingularDisplayName\": \"Microsoft.IntelligentITDigitalTwin digital twin\" }\r\n ,\"microsoft.intelligentitdigitaltwin/digitaltwins/assets\": { \"SingularDisplayName\": \"Microsoft.IntelligentITDigitalTwin digital twins asset\" }\r\n ,\"microsoft.intelligentitdigitaltwin/digitaltwins/executionplans\": { \"SingularDisplayName\": \"Microsoft.IntelligentITDigitalTwin digital twins execution plan\" }\r\n ,\"microsoft.intelligentitdigitaltwin/digitaltwins/testplans\": { \"SingularDisplayName\": \"Microsoft.IntelligentITDigitalTwin digital twins test plan\" }\r\n ,\"microsoft.intelligentitdigitaltwin/digitaltwins/tests\": { \"SingularDisplayName\": \"Microsoft.IntelligentITDigitalTwin digital twins test\" }\r\n ,\"microsoft.inventory/subscriptioninternalproperties\": { \"SingularDisplayName\": \"Microsoft.Inventory subscription internal property\" }\r\n ,\"microsoft.iotcentral/iotapps\": { \"SingularDisplayName\": \"IoT Central Application\" }\r\n ,\"microsoft.iotfirmwaredefense/workspaces\": { \"SingularDisplayName\": \"Microsoft.IoTFirmwareDefense workspace\" }\r\n ,\"microsoft.iotfirmwaredefense/workspaces/firmwares\": { \"SingularDisplayName\": \"Microsoft.IoTFirmwareDefense workspaces firmware\" }\r\n ,\"microsoft.iotfirmwaredefense/workspaces/firmwares/summaries\": { \"SingularDisplayName\": \"Microsoft.IoTFirmwareDefense workspaces firmwares summary\" }\r\n ,\"microsoft.iotoperations/instances\": { \"SingularDisplayName\": \"Azure IoT Operations\" }\r\n ,\"microsoft.iotoperations/instances/brokers\": { \"SingularDisplayName\": \"Microsoft.IoTOperations instances broker\" }\r\n ,\"microsoft.iotoperations/instances/brokers/authentications\": { \"SingularDisplayName\": \"Microsoft.IoTOperations instances brokers authentication\" }\r\n ,\"microsoft.iotoperations/instances/brokers/authorizations\": { \"SingularDisplayName\": \"Microsoft.IoTOperations instances brokers authorization\" }\r\n ,\"microsoft.iotoperations/instances/brokers/listeners\": { \"SingularDisplayName\": \"Microsoft.IoTOperations instances brokers listener\" }\r\n ,\"microsoft.iotoperations/instances/dataflowendpoints\": { \"SingularDisplayName\": \"Microsoft.IoTOperations instances dataflow endpoint\" }\r\n ,\"microsoft.iotoperations/instances/dataflowprofiles\": { \"SingularDisplayName\": \"Microsoft.IoTOperations instances dataflow profile\" }\r\n ,\"microsoft.iotoperations/instances/dataflowprofiles/dataflows\": { \"SingularDisplayName\": \"Microsoft.IoTOperations instances dataflow profiles dataflow\" }\r\n ,\"microsoft.iotoperationsdataprocessor/instances\": { \"SingularDisplayName\": \"Microsoft.IoTOperationsDataProcessor instance\" }\r\n ,\"microsoft.iotoperationsdataprocessor/instances/datasets\": { \"SingularDisplayName\": \"Microsoft.IoTOperationsDataProcessor instances dataset\" }\r\n ,\"microsoft.iotoperationsdataprocessor/instances/pipelines\": { \"SingularDisplayName\": \"Microsoft.IoTOperationsDataProcessor instances pipeline\" }\r\n ,\"microsoft.iotoperationsmq/mq\": { \"SingularDisplayName\": \"IoT Operations Ops MQ\" }\r\n ,\"microsoft.iotoperationsorchestrator/instances\": { \"SingularDisplayName\": \"Microsoft.IoTOperationsOrchestrator instance\" }\r\n ,\"microsoft.iotoperationsorchestrator/solutions\": { \"SingularDisplayName\": \"Microsoft.IoTOperationsOrchestrator solution\" }\r\n ,\"microsoft.iotoperationsorchestrator/targets\": { \"SingularDisplayName\": \"Microsoft.IoTOperationsOrchestrator target\" }\r\n ,\"microsoft.iotsecurity/alerttypes\": { \"SingularDisplayName\": \"Microsoft.IoTSecurity alert type\" }\r\n ,\"microsoft.iotsecurity/defendersettings\": { \"SingularDisplayName\": \"Microsoft.IoTSecurity defender setting\" }\r\n ,\"microsoft.iotsecurity/onpremisesensors\": { \"SingularDisplayName\": \"Microsoft.IoTSecurity on premise sensor\" }\r\n ,\"microsoft.iotsecurity/recommendationtypes\": { \"SingularDisplayName\": \"Microsoft.IoTSecurity recommendation type\" }\r\n ,\"microsoft.iotsecurity/sensors\": { \"SingularDisplayName\": \"Microsoft.IoTSecurity sensor\" }\r\n ,\"microsoft.iotsecurity/sites\": { \"SingularDisplayName\": \"Microsoft.IoTSecurity site\" }\r\n ,\"microsoft.keyvault/managedhsms\": { \"SingularDisplayName\": \"Azure Key Vault Managed HSM\" }\r\n ,\"microsoft.keyvault/vaults\": { \"SingularDisplayName\": \"Key vault\" }\r\n ,\"microsoft.kubernetes/connectedclusters\": { \"SingularDisplayName\": \"kubernetes 1 - Azure Arc\" }\r\n ,\"microsoft.kubernetes/connectedclusters/microsoft.kubernetesconfiguration/extensions\": { \"SingularDisplayName\": \"Kubernetes - Azure Arc extension\" }\r\n ,\"microsoft.kubernetes/connectedclusters/microsoft.kubernetesconfiguration/fluxconfigurations\": { \"SingularDisplayName\": \"GitOps configuration\" }\r\n ,\"microsoft.kubernetes/connectedclusters/microsoft.kubernetesconfiguration/namespaces\": { \"SingularDisplayName\": \"Kubernetes - Azure Arc namespace\" }\r\n ,\"microsoft.kubernetesconfiguration/extensions\": { \"SingularDisplayName\": \"Kubernetes service extension\" }\r\n ,\"microsoft.kubernetesconfiguration/extensiontypes\": { \"SingularDisplayName\": \"Microsoft.KubernetesConfiguration extension type\" }\r\n ,\"microsoft.kubernetesconfiguration/extensiontypes/versions\": { \"SingularDisplayName\": \"Microsoft.KubernetesConfiguration extension types version\" }\r\n ,\"microsoft.kubernetesconfiguration/fluxconfigurations\": { \"SingularDisplayName\": \"Microsoft.KubernetesConfiguration flux configuration\" }\r\n ,\"microsoft.kubernetesconfiguration/fluxconfigurations/operations\": { \"SingularDisplayName\": \"Microsoft.KubernetesConfiguration flux configurations operation\" }\r\n ,\"microsoft.kubernetesconfiguration/privatelinkscopes\": { \"SingularDisplayName\": \"Microsoft.KubernetesConfiguration private link scope\" }\r\n ,\"microsoft.kubernetesconfiguration/privatelinkscopes/privateendpointconnections\": { \"SingularDisplayName\": \"Microsoft.KubernetesConfiguration private link scopes private endpoint connection\" }\r\n ,\"microsoft.kubernetesconfiguration/privatelinkscopes/privatelinkresources\": { \"SingularDisplayName\": \"Microsoft.KubernetesConfiguration private link scopes private link resource\" }\r\n ,\"microsoft.kubernetesconfiguration/sourcecontrolconfigurations\": { \"SingularDisplayName\": \"Microsoft.KubernetesConfiguration source control configuration\" }\r\n ,\"microsoft.kubernetesruntime/bgppeers\": { \"SingularDisplayName\": \"Microsoft.KubernetesRuntime bgp peer\" }\r\n ,\"microsoft.kubernetesruntime/loadbalancers\": { \"SingularDisplayName\": \"Arc Load Balancer\" }\r\n ,\"microsoft.kubernetesruntime/services\": { \"SingularDisplayName\": \"Microsoft.KubernetesRuntime service\" }\r\n ,\"microsoft.kubernetesruntime/storageclasses\": { \"SingularDisplayName\": \"Microsoft.KubernetesRuntime storage class\" }\r\n ,\"microsoft.kusto/clusters\": { \"SingularDisplayName\": \"Azure Data Explorer Cluster\" }\r\n ,\"microsoft.kusto/clusters/databases\": { \"SingularDisplayName\": \"Azure Data Explorer Database\" }\r\n ,\"microsoft.labservices/labaccounts\": { \"SingularDisplayName\": \"Lab account\" }\r\n })[tolower(id)]\r\n}\r\n", + "$fxv#3": "// Copyright (c) Microsoft Corporation.\r\n// Licensed under the MIT License.\r\n\r\n.create-or-alter function \r\nwith (docstring = 'Return details about the specified ID.', folder = 'OpenData/Internal')\r\n_resource_type_3(id: string) {\r\n dynamic({\r\n \"microsoft.labservices/labaccounts/labs\": { \"SingularDisplayName\": \"Lab\" }\r\n ,\"microsoft.labservices/labplans\": { \"SingularDisplayName\": \"Lab plan\" }\r\n ,\"microsoft.labservices/labs\": { \"SingularDisplayName\": \"Lab\" }\r\n ,\"microsoft.loadtestservice/loadtestmappings\": { \"SingularDisplayName\": \"Microsoft.LoadTestService load test mapping\" }\r\n ,\"microsoft.loadtestservice/loadtestprofilemappings\": { \"SingularDisplayName\": \"Microsoft.LoadTestService load test profile mapping\" }\r\n ,\"microsoft.loadtestservice/loadtests\": { \"SingularDisplayName\": \"Azure Load Testing\" }\r\n ,\"microsoft.logic/businessprocesses\": { \"SingularDisplayName\": \"Business Process\" }\r\n ,\"microsoft.logic/integrationaccounts\": { \"SingularDisplayName\": \"Logic app integration account\" }\r\n ,\"microsoft.logic/integrationserviceenvironments\": { \"SingularDisplayName\": \"Integration Service Environment\" }\r\n ,\"microsoft.logic/integrationserviceenvironments/managedapis\": { \"SingularDisplayName\": \"Managed Connector\" }\r\n ,\"microsoft.logic/workflows\": { \"SingularDisplayName\": \"Logic app\" }\r\n ,\"microsoft.logz/monitors\": { \"SingularDisplayName\": \"Logz.io\" }\r\n ,\"microsoft.logz/monitors/accounts\": { \"SingularDisplayName\": \"Logz sub account\" }\r\n ,\"microsoft.m365/m365resources\": { \"SingularDisplayName\": \"Microsoft.M365 m365 resource\" }\r\n ,\"microsoft.m365consumptionservices/services\": { \"SingularDisplayName\": \"Microsoft.M365ConsumptionServices service\" }\r\n ,\"microsoft.machinelearning/commitmentplans\": { \"SingularDisplayName\": \"Microsoft.MachineLearning commitment plan\" }\r\n ,\"microsoft.machinelearning/commitmentplans/commitmentassociations\": { \"SingularDisplayName\": \"Microsoft.MachineLearning commitment plans commitment association\" }\r\n ,\"microsoft.machinelearning/webservices\": { \"SingularDisplayName\": \"Microsoft.MachineLearning web service\" }\r\n ,\"microsoft.machinelearning/workspaces\": { \"SingularDisplayName\": \"Microsoft.MachineLearning workspace\" }\r\n ,\"microsoft.machinelearningexperimentation/accounts\": { \"SingularDisplayName\": \"Microsoft.MachineLearningExperimentation account\" }\r\n ,\"microsoft.machinelearningexperimentation/accounts/workspaces\": { \"SingularDisplayName\": \"Microsoft.MachineLearningExperimentation accounts workspace\" }\r\n ,\"microsoft.machinelearningexperimentation/accounts/workspaces/projects\": { \"SingularDisplayName\": \"Microsoft.MachineLearningExperimentation accounts workspaces project\" }\r\n ,\"microsoft.machinelearningservices/aistudio\": { \"SingularDisplayName\": \"Azure AI Studio\" }\r\n ,\"microsoft.machinelearningservices/registries\": { \"SingularDisplayName\": \"Azure Machine Learning registry\" }\r\n ,\"microsoft.machinelearningservices/workspaces\": { \"SingularDisplayName\": \"Azure Machine Learning workspace\" }\r\n ,\"microsoft.machinelearningservices/workspaces/onlineendpoints\": { \"SingularDisplayName\": \"Machine learning online endpoint\" }\r\n ,\"microsoft.machinelearningservices/workspaces/onlineendpoints/deployments\": { \"SingularDisplayName\": \"Machine learning online deployment\" }\r\n ,\"microsoft.maintenance/configurationassignments\": { \"SingularDisplayName\": \"Microsoft.Maintenance configuration assignment\" }\r\n ,\"microsoft.maintenance/maintenanceconfigurations\": { \"SingularDisplayName\": \"Maintenance Configuration\" }\r\n ,\"microsoft.maintenance/publicmaintenanceconfigurations\": { \"SingularDisplayName\": \"Microsoft.Maintenance public maintenance configuration\" }\r\n ,\"microsoft.managedidentity/identities\": { \"SingularDisplayName\": \"Microsoft.ManagedIdentity identity\" }\r\n ,\"microsoft.managedidentity/userassignedidentities\": { \"SingularDisplayName\": \"Managed Identity\" }\r\n ,\"microsoft.managednetwork/managednetworks\": { \"SingularDisplayName\": \"Microsoft.ManagedNetwork managed network\" }\r\n ,\"microsoft.managednetwork/managednetworks/managednetworkgroups\": { \"SingularDisplayName\": \"Microsoft.ManagedNetwork managed networks managed network group\" }\r\n ,\"microsoft.managednetwork/managednetworks/managednetworkpeeringpolicies\": { \"SingularDisplayName\": \"Microsoft.ManagedNetwork managed networks managed network peering policy\" }\r\n ,\"microsoft.managednetworkfabric/accesscontrollists\": { \"SingularDisplayName\": \"Access Control List (Operator Nexus)\" }\r\n ,\"microsoft.managednetworkfabric/internetgatewayrules\": { \"SingularDisplayName\": \"Internet Gateway Rule (Operator Nexus)\" }\r\n ,\"microsoft.managednetworkfabric/internetgateways\": { \"SingularDisplayName\": \"Internet Gateway (Operator Nexus)\" }\r\n ,\"microsoft.managednetworkfabric/ipcommunities\": { \"SingularDisplayName\": \"IP Community (Operator Nexus)\" }\r\n ,\"microsoft.managednetworkfabric/ipextendedcommunities\": { \"SingularDisplayName\": \"IP Extended Community (Operator Nexus)\" }\r\n ,\"microsoft.managednetworkfabric/ipprefixes\": { \"SingularDisplayName\": \"IP Prefix (Operator Nexus)\" }\r\n ,\"microsoft.managednetworkfabric/l2isolationdomains\": { \"SingularDisplayName\": \"Layer 2 Isolation Domain (Operator Nexus)\" }\r\n ,\"microsoft.managednetworkfabric/l3isolationdomains\": { \"SingularDisplayName\": \"Layer 3 Isolation Domain (Operator Nexus)\" }\r\n ,\"microsoft.managednetworkfabric/l3isolationdomains/externalnetworks\": { \"SingularDisplayName\": \"External Network (Operator Nexus)\" }\r\n ,\"microsoft.managednetworkfabric/l3isolationdomains/internalnetworks\": { \"SingularDisplayName\": \"Internal Network (Operator Nexus)\" }\r\n ,\"microsoft.managednetworkfabric/neighborgroups\": { \"SingularDisplayName\": \"Neighbor Group (Operator Nexus)\" }\r\n ,\"microsoft.managednetworkfabric/networkdevices\": { \"SingularDisplayName\": \"Network Device (Operator Nexus)\" }\r\n ,\"microsoft.managednetworkfabric/networkdevices/networkinterfaces\": { \"SingularDisplayName\": \"Network Interface (Operator Nexus)\" }\r\n ,\"microsoft.managednetworkfabric/networkfabriccontrollers\": { \"SingularDisplayName\": \"Network Fabric Controller (Operator Nexus)\" }\r\n ,\"microsoft.managednetworkfabric/networkfabrics\": { \"SingularDisplayName\": \"Network Fabric (Operator Nexus)\" }\r\n ,\"microsoft.managednetworkfabric/networkfabrics/networktonetworkinterconnects\": { \"SingularDisplayName\": \"Network to Network Interconnect (Operator Nexus)\" }\r\n ,\"microsoft.managednetworkfabric/networkfabricskus\": { \"SingularDisplayName\": \"Network Fabric SKU (Operator Nexus)\" }\r\n ,\"microsoft.managednetworkfabric/networkpacketbrokers\": { \"SingularDisplayName\": \"Network Packet Broker (Operator Nexus)\" }\r\n ,\"microsoft.managednetworkfabric/networkracks\": { \"SingularDisplayName\": \"Network Rack (Operator Nexus)\" }\r\n ,\"microsoft.managednetworkfabric/networktaprules\": { \"SingularDisplayName\": \"Network Tap Rule (Operator Nexus)\" }\r\n ,\"microsoft.managednetworkfabric/networktaps\": { \"SingularDisplayName\": \"Network Tap (Operator Nexus)\" }\r\n ,\"microsoft.managednetworkfabric/routepolicies\": { \"SingularDisplayName\": \"Route Policy (Operator Nexus)\" }\r\n ,\"microsoft.managedservices/marketplaceregistrationdefinitions\": { \"SingularDisplayName\": \"Microsoft.ManagedServices marketplace registration definition\" }\r\n ,\"microsoft.managedservices/registrationassignments\": { \"SingularDisplayName\": \"Microsoft.ManagedServices registration assignment\" }\r\n ,\"microsoft.managedservices/registrationdefinitions\": { \"SingularDisplayName\": \"Azure Lighthouse\" }\r\n ,\"microsoft.management/managementgroups\": { \"SingularDisplayName\": \"Microsoft.Management management group\" }\r\n ,\"microsoft.management/managementgroups/microsoft.resources/deploymentstacks\": { \"SingularDisplayName\": \"Deployment stack\" }\r\n ,\"microsoft.management/managementgroups/providers/privatelinkassociations\": { \"SingularDisplayName\": \"Application Gateway\" }\r\n ,\"microsoft.management/managementgroups/providers/templatespecs\": { \"SingularDisplayName\": \"Template spec\" }\r\n ,\"microsoft.management/managementgroups/settings\": { \"SingularDisplayName\": \"Microsoft.Management management groups setting\" }\r\n ,\"microsoft.management/managementgroups/subscriptions\": { \"SingularDisplayName\": \"Microsoft.Management management groups subscription\" }\r\n ,\"microsoft.managementpartner/partners\": { \"SingularDisplayName\": \"Microsoft.ManagementPartner partner\" }\r\n ,\"microsoft.manufacturingplatform/manufacturingdataservices\": { \"SingularDisplayName\": \"Manufacturing Data Solutions\" }\r\n ,\"microsoft.maps/accounts\": { \"SingularDisplayName\": \"Azure Maps Account\" }\r\n ,\"microsoft.maps/accounts/creators\": { \"SingularDisplayName\": \"Azure Maps Creator Resource\" }\r\n ,\"microsoft.marketplace/privatestores\": { \"SingularDisplayName\": \"Microsoft.Marketplace private store\" }\r\n ,\"microsoft.marketplace/privatestores/adminrequestapprovals\": { \"SingularDisplayName\": \"Microsoft.Marketplace private stores admin request approval\" }\r\n ,\"microsoft.marketplace/privatestores/collections\": { \"SingularDisplayName\": \"Microsoft.Marketplace private stores collection\" }\r\n ,\"microsoft.marketplace/privatestores/collections/offers\": { \"SingularDisplayName\": \"Microsoft.Marketplace private stores collections offer\" }\r\n ,\"microsoft.marketplace/privatestores/offers\": { \"SingularDisplayName\": \"Microsoft.Marketplace private stores offer\" }\r\n ,\"microsoft.marketplace/privatestores/requestapprovals\": { \"SingularDisplayName\": \"Microsoft.Marketplace private stores request approval\" }\r\n ,\"microsoft.media/mediaservices\": { \"SingularDisplayName\": \"Media service\" }\r\n ,\"microsoft.media/mediaservices/liveevents\": { \"SingularDisplayName\": \"Live event\" }\r\n ,\"microsoft.media/mediaservices/streamingendpoints\": { \"SingularDisplayName\": \"Streaming Endpoint\" }\r\n ,\"microsoft.mesh/worlds\": { \"SingularDisplayName\": \"Microsoft.Mesh world\" }\r\n ,\"microsoft.mesh/worlds/events\": { \"SingularDisplayName\": \"Microsoft.Mesh worlds event\" }\r\n ,\"microsoft.mesh/worlds/events/accesspolicies\": { \"SingularDisplayName\": \"Microsoft.Mesh worlds events access policy\" }\r\n ,\"microsoft.mesh/worlds/spaces\": { \"SingularDisplayName\": \"Microsoft.Mesh worlds space\" }\r\n ,\"microsoft.mesh/worlds/spaces/accesspolicies\": { \"SingularDisplayName\": \"Microsoft.Mesh worlds spaces access policy\" }\r\n ,\"microsoft.mesh/worlds/templates\": { \"SingularDisplayName\": \"Microsoft.Mesh worlds template\" }\r\n ,\"microsoft.mesh/worlds/templates/accesspolicies\": { \"SingularDisplayName\": \"Microsoft.Mesh worlds templates access policy\" }\r\n ,\"microsoft.messagingcatalog/catalogs\": { \"SingularDisplayName\": \"Microsoft.MessagingCatalog catalog\" }\r\n ,\"microsoft.messagingconnectors/connectors\": { \"SingularDisplayName\": \"Microsoft.MessagingConnectors connector\" }\r\n ,\"microsoft.metaverse/metaverses\": { \"SingularDisplayName\": \"Microsoft.Metaverse metaverse\" }\r\n ,\"microsoft.metaverse/metaverses/events\": { \"SingularDisplayName\": \"Microsoft.Metaverse metaverses event\" }\r\n ,\"microsoft.metaverse/metaverses/events/accesspolicies\": { \"SingularDisplayName\": \"Microsoft.Metaverse metaverses events access policy\" }\r\n ,\"microsoft.metaverse/metaverses/spaces\": { \"SingularDisplayName\": \"Microsoft.Metaverse metaverses space\" }\r\n ,\"microsoft.metaverse/metaverses/spaces/accesspolicies\": { \"SingularDisplayName\": \"Microsoft.Metaverse metaverses spaces access policy\" }\r\n ,\"microsoft.metaverse/metaverses/templates\": { \"SingularDisplayName\": \"Microsoft.Metaverse metaverses template\" }\r\n ,\"microsoft.metaverse/metaverses/templates/accesspolicies\": { \"SingularDisplayName\": \"Microsoft.Metaverse metaverses templates access policy\" }\r\n ,\"microsoft.migrate/assessmentprojects\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment project\" }\r\n ,\"microsoft.migrate/assessmentprojects/aksassessmentoptions\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects aks assessment option\" }\r\n ,\"microsoft.migrate/assessmentprojects/aksassessments\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects aks assessment\" }\r\n ,\"microsoft.migrate/assessmentprojects/aksassessments/assessedwebapps\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects aks assessments assessed web app\" }\r\n ,\"microsoft.migrate/assessmentprojects/aksassessments/clusters\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects aks assessments cluster\" }\r\n ,\"microsoft.migrate/assessmentprojects/aksassessments/summaries\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects aks assessments summary\" }\r\n ,\"microsoft.migrate/assessmentprojects/assessmentoptions\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects assessment option\" }\r\n ,\"microsoft.migrate/assessmentprojects/avsassessmentoptions\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects avs assessment option\" }\r\n ,\"microsoft.migrate/assessmentprojects/businesscases\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects business case\" }\r\n ,\"microsoft.migrate/assessmentprojects/businesscases/avssummaries\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects business cases avs summary\" }\r\n ,\"microsoft.migrate/assessmentprojects/businesscases/evaluatedavsmachines\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects business cases evaluated avs machine\" }\r\n ,\"microsoft.migrate/assessmentprojects/businesscases/evaluatedmachines\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects business cases evaluated machine\" }\r\n ,\"microsoft.migrate/assessmentprojects/businesscases/evaluatedsqlentities\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects business cases evaluated sql entity\" }\r\n ,\"microsoft.migrate/assessmentprojects/businesscases/evaluatedwebapps\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects business cases evaluated web app\" }\r\n ,\"microsoft.migrate/assessmentprojects/businesscases/iaassummaries\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects business cases iaas summary\" }\r\n ,\"microsoft.migrate/assessmentprojects/businesscases/overviewsummaries\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects business cases overview summary\" }\r\n ,\"microsoft.migrate/assessmentprojects/businesscases/paassummaries\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects business cases paas summary\" }\r\n ,\"microsoft.migrate/assessmentprojects/groups\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects group\" }\r\n ,\"microsoft.migrate/assessmentprojects/groups/assessments\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects groups assessment\" }\r\n ,\"microsoft.migrate/assessmentprojects/groups/assessments/assessedmachines\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects groups assessments assessed machine\" }\r\n ,\"microsoft.migrate/assessmentprojects/groups/avsassessments\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects groups avs assessment\" }\r\n ,\"microsoft.migrate/assessmentprojects/groups/avsassessments/avsassessedmachines\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects groups avs assessments avs assessed machine\" }\r\n ,\"microsoft.migrate/assessmentprojects/groups/sqlassessments\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects groups sql assessment\" }\r\n ,\"microsoft.migrate/assessmentprojects/groups/sqlassessments/assessedsqldatabases\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects groups sql assessments assessed sql database\" }\r\n ,\"microsoft.migrate/assessmentprojects/groups/sqlassessments/assessedsqlinstances\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects groups sql assessments assessed sql instance\" }\r\n ,\"microsoft.migrate/assessmentprojects/groups/sqlassessments/assessedsqlmachines\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects groups sql assessments assessed sql machine\" }\r\n 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,\"microsoft.networkcloud/edgeclusterskus\": { \"SingularDisplayName\": \"Microsoft.NetworkCloud edge cluster SKU\" }\r\n ,\"microsoft.networkcloud/kubernetesclusters\": { \"SingularDisplayName\": \"Kubernetes Cluster (Operator Nexus)\" }\r\n ,\"microsoft.networkcloud/kubernetesclusters/agentpools\": { \"SingularDisplayName\": \"Agent Pool (Operator Nexus)\" }\r\n ,\"microsoft.networkcloud/l2networks\": { \"SingularDisplayName\": \"Layer 2 Network (Operator Nexus)\" }\r\n ,\"microsoft.networkcloud/l3networks\": { \"SingularDisplayName\": \"Layer 3 Network (Operator Nexus)\" }\r\n ,\"microsoft.networkcloud/racks\": { \"SingularDisplayName\": \"Compute Rack (Operator Nexus)\" }\r\n ,\"microsoft.networkcloud/rackskus\": { \"SingularDisplayName\": \"Microsoft.NetworkCloud rack SKU\" }\r\n ,\"microsoft.networkcloud/registrationhubs\": { \"SingularDisplayName\": \"Microsoft.NetworkCloud registration hub\" }\r\n ,\"microsoft.networkcloud/registrationhubs/images\": { \"SingularDisplayName\": \"Microsoft.NetworkCloud registration hubs image\" }\r\n ,\"microsoft.networkcloud/registrationhubs/machines\": { \"SingularDisplayName\": \"Microsoft.NetworkCloud registration hubs machine\" }\r\n ,\"microsoft.networkcloud/storageappliances\": { \"SingularDisplayName\": \"Storage Appliance (Operator Nexus)\" }\r\n ,\"microsoft.networkcloud/trunkednetworks\": { \"SingularDisplayName\": \"Trunked Network (Operator Nexus)\" }\r\n ,\"microsoft.networkcloud/virtualmachines\": { \"SingularDisplayName\": \"Virtual Machine (Operator Nexus)\" }\r\n ,\"microsoft.networkcloud/virtualmachines/consoles\": { \"SingularDisplayName\": \"Virtual Machine Console (Operator Nexus)\" }\r\n ,\"microsoft.networkcloud/volumes\": { \"SingularDisplayName\": \"Volume (Operator Nexus)\" }\r\n ,\"microsoft.networkfunction/azuretrafficcollectors\": { \"SingularDisplayName\": \"ExpressRoute traffic collector\" }\r\n ,\"microsoft.networkfunction/meshvpns\": { \"SingularDisplayName\": \"Mesh VPN\" }\r\n ,\"microsoft.nexusidentity/identitycontrollers\": { \"SingularDisplayName\": \"Microsoft.NexusIdentity identity controller\" }\r\n ,\"microsoft.nexusidentity/identitysets\": { \"SingularDisplayName\": \"Microsoft.NexusIdentity identity set\" }\r\n ,\"microsoft.notebooks/notebookproxies\": { \"SingularDisplayName\": \"Microsoft.Notebooks notebook proxy\" }\r\n ,\"microsoft.notificationhubs/namespaces\": { \"SingularDisplayName\": \"Notification Hub Namespace\" }\r\n ,\"microsoft.notificationhubs/namespaces/notificationhubs\": { \"SingularDisplayName\": \"Notification Hub\" }\r\n ,\"microsoft.objectstore/osnamespaces\": { \"SingularDisplayName\": \"Microsoft.ObjectStore os namespace\" }\r\n ,\"microsoft.offazure/hypervsites\": { \"SingularDisplayName\": \"Microsoft.OffAzure hyperv site\" }\r\n ,\"microsoft.offazure/hypervsites/clusters\": { \"SingularDisplayName\": \"Microsoft.OffAzure hyperv sites cluster\" }\r\n ,\"microsoft.offazure/hypervsites/hosts\": { \"SingularDisplayName\": \"Microsoft.OffAzure hyperv sites host\" }\r\n ,\"microsoft.offazure/hypervsites/jobs\": { \"SingularDisplayName\": \"Microsoft.OffAzure hyperv sites job\" }\r\n ,\"microsoft.offazure/hypervsites/machines\": { \"SingularDisplayName\": \"Microsoft.OffAzure hyperv sites machine\" }\r\n ,\"microsoft.offazure/hypervsites/machines/softwareinventories\": { \"SingularDisplayName\": \"Microsoft.OffAzure hyperv sites machines software inventory\" }\r\n ,\"microsoft.offazure/hypervsites/operationsstatus\": { \"SingularDisplayName\": \"Microsoft.OffAzure hyperv sites operations statu\" }\r\n ,\"microsoft.offazure/hypervsites/runasaccounts\": { \"SingularDisplayName\": \"Microsoft.OffAzure hyperv sites run as account\" }\r\n ,\"microsoft.offazure/importsites\": { \"SingularDisplayName\": \"Microsoft.OffAzure import site\" }\r\n ,\"microsoft.offazure/importsites/deletejobs\": { \"SingularDisplayName\": \"Microsoft.OffAzure import sites delete job\" }\r\n ,\"microsoft.offazure/importsites/exportjobs\": { \"SingularDisplayName\": \"Microsoft.OffAzure import sites export job\" }\r\n ,\"microsoft.offazure/importsites/importjobs\": { \"SingularDisplayName\": \"Microsoft.OffAzure import sites import job\" }\r\n ,\"microsoft.offazure/importsites/jobs\": { \"SingularDisplayName\": \"Microsoft.OffAzure import sites job\" }\r\n ,\"microsoft.offazure/importsites/machines\": { \"SingularDisplayName\": \"Microsoft.OffAzure import sites machine\" }\r\n ,\"microsoft.offazure/mastersites\": { \"SingularDisplayName\": \"Microsoft.OffAzure master site\" }\r\n ,\"microsoft.offazure/mastersites/operationsstatus\": { \"SingularDisplayName\": \"Microsoft.OffAzure master sites operations statu\" }\r\n ,\"microsoft.offazure/mastersites/privateendpointconnections\": { \"SingularDisplayName\": \"Microsoft.OffAzure master sites private endpoint connection\" }\r\n ,\"microsoft.offazure/mastersites/privatelinkresources\": { \"SingularDisplayName\": \"Microsoft.OffAzure master sites private link resource\" }\r\n ,\"microsoft.offazure/mastersites/sqlsites\": { \"SingularDisplayName\": \"Microsoft.OffAzure master sites sql site\" }\r\n ,\"microsoft.offazure/mastersites/sqlsites/discoverysitedatasources\": { \"SingularDisplayName\": \"Microsoft.OffAzure master sites sql sites discovery site data source\" }\r\n ,\"microsoft.offazure/mastersites/sqlsites/jobs\": { \"SingularDisplayName\": \"Microsoft.OffAzure master sites sql sites job\" }\r\n ,\"microsoft.offazure/mastersites/sqlsites/operationsstatus\": { \"SingularDisplayName\": \"Microsoft.OffAzure master sites sql sites operations statu\" }\r\n ,\"microsoft.offazure/mastersites/sqlsites/runasaccounts\": { \"SingularDisplayName\": \"Microsoft.OffAzure master sites sql sites run as account\" }\r\n ,\"microsoft.offazure/mastersites/sqlsites/sqlavailabilitygroups\": { \"SingularDisplayName\": \"Microsoft.OffAzure master sites sql sites sql availability group\" }\r\n ,\"microsoft.offazure/mastersites/sqlsites/sqldatabases\": { \"SingularDisplayName\": \"Microsoft.OffAzure master sites sql sites sql database\" }\r\n ,\"microsoft.offazure/mastersites/sqlsites/sqlservers\": { \"SingularDisplayName\": \"Microsoft.OffAzure master sites sql sites sql server\" }\r\n ,\"microsoft.offazure/mastersites/webappsites\": { \"SingularDisplayName\": \"Microsoft.OffAzure master sites web app site\" }\r\n ,\"microsoft.offazure/mastersites/webappsites/discoverysitedatasources\": { \"SingularDisplayName\": \"Microsoft.OffAzure master sites web app sites discovery site data source\" }\r\n ,\"microsoft.offazure/mastersites/webappsites/extendedmachines\": { \"SingularDisplayName\": \"Microsoft.OffAzure master sites web app sites extended machine\" }\r\n ,\"microsoft.offazure/mastersites/webappsites/iiswebapplications\": { \"SingularDisplayName\": \"Microsoft.OffAzure master sites web app sites iis web application\" }\r\n ,\"microsoft.offazure/mastersites/webappsites/iiswebservers\": { \"SingularDisplayName\": \"Microsoft.OffAzure master sites web app sites iis web server\" }\r\n ,\"microsoft.offazure/mastersites/webappsites/runasaccounts\": { \"SingularDisplayName\": \"Microsoft.OffAzure master sites web app sites runasaccount\" }\r\n ,\"microsoft.offazure/mastersites/webappsites/tomcatwebapplications\": { \"SingularDisplayName\": \"Microsoft.OffAzure master sites web app sites tomcat web application\" }\r\n ,\"microsoft.offazure/mastersites/webappsites/tomcatwebservers\": { \"SingularDisplayName\": \"Microsoft.OffAzure master sites web app sites tomcat web server\" }\r\n ,\"microsoft.offazure/serversites\": { \"SingularDisplayName\": \"Microsoft.OffAzure server site\" }\r\n ,\"microsoft.offazure/serversites/jobs\": { \"SingularDisplayName\": \"Microsoft.OffAzure server sites job\" }\r\n ,\"microsoft.offazure/serversites/machines\": { \"SingularDisplayName\": \"Microsoft.OffAzure server sites machine\" }\r\n ,\"microsoft.offazure/serversites/machines/softwareinventories\": { \"SingularDisplayName\": \"Microsoft.OffAzure server sites machines software inventory\" }\r\n ,\"microsoft.offazure/serversites/operationsstatus\": { \"SingularDisplayName\": \"Microsoft.OffAzure server sites operations statu\" }\r\n ,\"microsoft.offazure/serversites/runasaccounts\": { \"SingularDisplayName\": \"Microsoft.OffAzure server sites run as account\" }\r\n ,\"microsoft.offazure/vmwaresites\": { \"SingularDisplayName\": \"Microsoft.OffAzure vmware site\" }\r\n ,\"microsoft.offazure/vmwaresites/hosts\": { \"SingularDisplayName\": \"Microsoft.OffAzure vmware sites host\" }\r\n ,\"microsoft.offazure/vmwaresites/jobs\": { \"SingularDisplayName\": \"Microsoft.OffAzure vmware sites job\" }\r\n ,\"microsoft.offazure/vmwaresites/machines\": { \"SingularDisplayName\": \"Microsoft.OffAzure vmware sites machine\" }\r\n ,\"microsoft.offazure/vmwaresites/machines/softwareinventories\": { \"SingularDisplayName\": \"Microsoft.OffAzure vmware sites machines software inventory\" }\r\n ,\"microsoft.offazure/vmwaresites/operationsstatus\": { \"SingularDisplayName\": \"Microsoft.OffAzure vmware sites operations statu\" }\r\n ,\"microsoft.offazure/vmwaresites/runasaccounts\": { \"SingularDisplayName\": \"Microsoft.OffAzure vmware sites run as account\" }\r\n ,\"microsoft.offazure/vmwaresites/vcenters\": { \"SingularDisplayName\": \"Microsoft.OffAzure vmware sites vcenter\" }\r\n ,\"microsoft.offazurespringboot/springbootsites\": { \"SingularDisplayName\": \"Microsoft.OffAzureSpringBoot springbootsite\" }\r\n ,\"microsoft.offazurespringboot/springbootsites/errorsummaries\": { \"SingularDisplayName\": \"Microsoft.OffAzureSpringBoot springbootsites error summary\" }\r\n ,\"microsoft.offazurespringboot/springbootsites/springbootapps\": { \"SingularDisplayName\": \"Microsoft.OffAzureSpringBoot springbootsites springbootapp\" }\r\n ,\"microsoft.offazurespringboot/springbootsites/springbootservers\": { \"SingularDisplayName\": \"Microsoft.OffAzureSpringBoot springbootsites springbootserver\" }\r\n ,\"microsoft.offazurespringboot/springbootsites/summaries\": { \"SingularDisplayName\": \"Microsoft.OffAzureSpringBoot springbootsites summary\" }\r\n ,\"microsoft.openenergyplatform/energyservices\": { \"SingularDisplayName\": \"Azure Data Manager for Energy\" }\r\n ,\"microsoft.openlogisticsplatform/workspaces\": { \"SingularDisplayName\": \"Microsoft.OpenLogisticsPlatform workspace\" }\r\n ,\"microsoft.openlogisticsplatform/workspaces/applicationregistrations\": { \"SingularDisplayName\": \"Microsoft.OpenLogisticsPlatform workspaces application registration\" }\r\n ,\"microsoft.openlogisticsplatform/workspaces/applications\": { \"SingularDisplayName\": \"Microsoft.OpenLogisticsPlatform workspaces application\" }\r\n ,\"microsoft.openlogisticsplatform/workspaces/eventgridfilters\": { \"SingularDisplayName\": \"Microsoft.OpenLogisticsPlatform workspaces event grid filter\" }\r\n ,\"microsoft.openlogisticsplatform/workspaces/shares\": { \"SingularDisplayName\": \"Microsoft.OpenLogisticsPlatform workspaces share\" }\r\n ,\"microsoft.openlogisticsplatform/workspaces/sharesubscriptions\": { \"SingularDisplayName\": \"Microsoft.OpenLogisticsPlatform workspaces share subscription\" }\r\n ,\"microsoft.operationalinsights/clusters\": { \"SingularDisplayName\": \"Log Analytics dedicated cluster\" }\r\n ,\"microsoft.operationalinsights/querypacks\": { \"SingularDisplayName\": \"Log Analytics query pack\" }\r\n ,\"microsoft.operationalinsights/workspaces\": { \"SingularDisplayName\": \"Log Analytics workspace\" }\r\n ,\"microsoft.operationsmanagement/managementassociations\": { \"SingularDisplayName\": \"Microsoft.OperationsManagement management association\" }\r\n ,\"microsoft.operationsmanagement/solutions\": { \"SingularDisplayName\": \"Solution\" }\r\n ,\"microsoft.operatorvoicemail/operatorvoicemailinstances\": { \"SingularDisplayName\": \"Microsoft.OperatorVoicemail operator voicemail instance\" }\r\n ,\"microsoft.oraclediscovery/oraclesites\": { \"SingularDisplayName\": \"Microsoft.OracleDiscovery oracle site\" }\r\n ,\"microsoft.oraclediscovery/oraclesites/errorsummaries\": { \"SingularDisplayName\": \"Microsoft.OracleDiscovery oracle sites error summary\" }\r\n ,\"microsoft.oraclediscovery/oraclesites/oracledatabases\": { \"SingularDisplayName\": \"Microsoft.OracleDiscovery oracle sites oracle database\" }\r\n ,\"microsoft.oraclediscovery/oraclesites/oracleservers\": { \"SingularDisplayName\": \"Microsoft.OracleDiscovery oracle sites oracle server\" }\r\n ,\"microsoft.oraclediscovery/oraclesites/summaries\": { \"SingularDisplayName\": \"Microsoft.OracleDiscovery oracle sites summary\" }\r\n ,\"microsoft.orbital/cloudaccessrouters\": { \"SingularDisplayName\": \"Cloud Access Router\" }\r\n ,\"microsoft.orbital/contactprofiles\": { \"SingularDisplayName\": \"Contact Profile\" }\r\n ,\"microsoft.orbital/edgesites\": { \"SingularDisplayName\": \"Edge Site\" }\r\n ,\"microsoft.orbital/geocatalogs\": { \"SingularDisplayName\": \"GeoCatalog\" }\r\n ,\"microsoft.orbital/globalcommunicationssites\": { \"SingularDisplayName\": \"Microsoft.Orbital global communications site\" }\r\n ,\"microsoft.orbital/groundstations\": { \"SingularDisplayName\": \"Ground Station\" }\r\n ,\"microsoft.orbital/l2connections\": { \"SingularDisplayName\": \"L2 Connection\" }\r\n ,\"microsoft.orbital/sdwancontrollers\": { \"SingularDisplayName\": \"SDWAN Controller\" }\r\n ,\"microsoft.orbital/spacecrafts\": { \"SingularDisplayName\": \"Spacecraft\" }\r\n ,\"microsoft.orbital/spacecrafts/contacts\": { \"SingularDisplayName\": \"Contact\" }\r\n ,\"microsoft.orbital/terminals\": { \"SingularDisplayName\": \"Cloud Access Terminal\" }\r\n ,\"microsoft.partnermanagedconsumerrecurrence/recurrences\": { \"SingularDisplayName\": \"Microsoft.PartnerManagedConsumerRecurrence recurrence\" }\r\n ,\"microsoft.partnermanagedconsumerrecurrence/recurrences/operationresult\": { \"SingularDisplayName\": \"Microsoft.PartnerManagedConsumerRecurrence recurrences operation result\" }\r\n ,\"microsoft.peering/peerasns\": { \"SingularDisplayName\": \"Microsoft.Peering peer asn\" }\r\n ,\"microsoft.peering/peerings\": { \"SingularDisplayName\": \"Peering\" }\r\n ,\"microsoft.peering/peerings/registeredasns\": { \"SingularDisplayName\": \"Registered ASN\" }\r\n ,\"microsoft.peering/peerings/registeredprefixes\": { \"SingularDisplayName\": \"Registered prefix\" }\r\n ,\"microsoft.peering/peeringservices\": { \"SingularDisplayName\": \"Peering Service\" }\r\n ,\"microsoft.peering/peeringservices/prefixes\": { \"SingularDisplayName\": \"Peering Service Prefix\" }\r\n ,\"microsoft.pki/pkis\": { \"SingularDisplayName\": \"Microsoft.Pki PKI\" }\r\n ,\"microsoft.pki/pkis/certificateauthorities\": { \"SingularDisplayName\": \"Microsoft.Pki pkis certificate authority\" }\r\n ,\"microsoft.pki/pkis/enrollmentpolicies\": { \"SingularDisplayName\": \"Microsoft.Pki pkis enrollment policy\" }\r\n ,\"microsoft.policyinsights/attestations\": { \"SingularDisplayName\": \"Microsoft.PolicyInsights attestation\" }\r\n ,\"microsoft.policyinsights/policymetadata\": { \"SingularDisplayName\": \"Microsoft.PolicyInsights policy metadata\" }\r\n ,\"microsoft.policyinsights/remediations\": { \"SingularDisplayName\": \"Microsoft.PolicyInsights remediation\" }\r\n ,\"microsoft.portal/consoles\": { \"SingularDisplayName\": \"Microsoft.Portal console\" }\r\n ,\"microsoft.portal/dashboards\": { \"SingularDisplayName\": \"Shared dashboard\" }\r\n ,\"microsoft.portal/tenantconfigurations\": { \"SingularDisplayName\": \"Microsoft.Portal tenant configuration\" }\r\n ,\"microsoft.portal/usersettings\": { \"SingularDisplayName\": \"Microsoft.Portal user setting\" }\r\n ,\"microsoft.portal/virtual-privatedashboards\": { \"SingularDisplayName\": \"Private dashboard\" }\r\n ,\"microsoft.portalservices/copilotsettings\": { \"SingularDisplayName\": \"Microsoft.PortalServices copilot setting\" }\r\n ,\"microsoft.portalservices/dashboards\": { \"SingularDisplayName\": \"Shared dashboard\" }\r\n ,\"microsoft.portalservices/extensions\": { \"SingularDisplayName\": \"Portal Extension\" }\r\n ,\"microsoft.portalservices/extensions/deployments\": { \"SingularDisplayName\": \"Extension Deployment\" }\r\n ,\"microsoft.portalservices/extensions/slots\": { \"SingularDisplayName\": \"Extension Slot\" }\r\n ,\"microsoft.portalservices/extensions/versions\": { \"SingularDisplayName\": \"Extension Version\" }\r\n ,\"microsoft.powerbi/privatelinkservicesforpowerbi\": { \"SingularDisplayName\": \"Microsoft.PowerBI private link services for power bi\" }\r\n ,\"microsoft.powerbi/privatelinkservicesforpowerbi/privateendpointconnections\": { \"SingularDisplayName\": \"Microsoft.PowerBI private link services for power bi private endpoint connection\" }\r\n ,\"microsoft.powerbi/privatelinkservicesforpowerbi/privatelinkresources\": { \"SingularDisplayName\": \"Microsoft.PowerBI private link services for power bi private link resource\" }\r\n ,\"microsoft.powerbi/workspacecollections\": { \"SingularDisplayName\": \"Microsoft.PowerBI workspace collection\" }\r\n ,\"microsoft.powerbidedicated/autoscalevcores\": { \"SingularDisplayName\": \"Microsoft.PowerBIDedicated auto scale vcore\" }\r\n ,\"microsoft.powerbidedicated/capacities\": { \"SingularDisplayName\": \"Power BI Embedded\" }\r\n ,\"microsoft.powerplatform/accounts\": { \"SingularDisplayName\": \"Microsoft.PowerPlatform account\" }\r\n ,\"microsoft.professionalservice/resources\": { \"SingularDisplayName\": \"Professional Service\" }\r\n ,\"microsoft.programmableconnectivity/gateways\": { \"SingularDisplayName\": \"APC Gateway\" }\r\n ,\"microsoft.programmableconnectivity/operatorapiconnections\": { \"SingularDisplayName\": \"APC Operator API Connection\" }\r\n ,\"microsoft.programmableconnectivity/operatorapiplans\": { \"SingularDisplayName\": \"APC Operator API Plan\" }\r\n ,\"microsoft.providerhub/providerregistrations\": { \"SingularDisplayName\": \"Resource Provider as a Service\" }\r\n ,\"microsoft.providerhub/providerregistrations/customrollouts\": { \"SingularDisplayName\": \"Rollout\" }\r\n ,\"microsoft.providerhub/providerregistrations/defaultrollouts\": { \"SingularDisplayName\": \"Rollout\" }\r\n ,\"microsoft.providerhub/providerregistrations/resourcetyperegistrations\": { \"SingularDisplayName\": \"Resource Type\" }\r\n ,\"microsoft.providerhub/providerregistrations/resourcetyperegistrations/resourcetyperegistrations\": { \"SingularDisplayName\": \"Resource Type\" }\r\n ,\"microsoft.providerhubdevtest/regionalstresstests\": { \"SingularDisplayName\": \"Microsoft.ProviderHubDevTest regional stresstest\" }\r\n ,\"microsoft.providerhubdevtest/stresstests\": { \"SingularDisplayName\": \"Microsoft.ProviderHubDevTest stresstest\" }\r\n ,\"microsoft.purview/accounts\": { \"SingularDisplayName\": \"Microsoft Purview account\" }\r\n ,\"microsoft.quantum/workspaces\": { \"SingularDisplayName\": \"Quantum Workspace\" }\r\n ,\"microsoft.quota/groupquotas\": { \"SingularDisplayName\": \"Microsoft.Quota group quota\" }\r\n ,\"microsoft.quota/groupquotas/groupquotarequests\": { \"SingularDisplayName\": \"Microsoft.Quota group quotas group quota request\" }\r\n ,\"microsoft.quota/groupquotas/quotaallocationrequests\": { \"SingularDisplayName\": \"Microsoft.Quota group quotas quota allocation request\" }\r\n ,\"microsoft.quota/groupquotas/quotaallocations\": { \"SingularDisplayName\": \"Microsoft.Quota group quotas quota allocation\" }\r\n ,\"microsoft.quota/groupquotas/subscriptionrequests\": { \"SingularDisplayName\": \"Microsoft.Quota group quotas subscription request\" }\r\n ,\"microsoft.quota/groupquotas/subscriptions\": { \"SingularDisplayName\": \"Microsoft.Quota group quotas subscription\" }\r\n ,\"microsoft.quota/quotarequests\": { \"SingularDisplayName\": \"Microsoft.Quota quota request\" }\r\n ,\"microsoft.quota/quotas\": { \"SingularDisplayName\": \"Microsoft.Quota quota\" }\r\n ,\"microsoft.quota/usages\": { \"SingularDisplayName\": \"Microsoft.Quota usage\" }\r\n ,\"microsoft.recommendationsservice/accounts\": { \"SingularDisplayName\": \"Intelligent Recommendations Account\" }\r\n ,\"microsoft.recommendationsservice/accounts/modeling\": { \"SingularDisplayName\": \"Modeling\" }\r\n ,\"microsoft.recommendationsservice/accounts/serviceendpoints\": { \"SingularDisplayName\": \"Service Endpoint\" }\r\n ,\"microsoft.recoveryservices/replicationeligibilityresults\": { \"SingularDisplayName\": \"Microsoft.RecoveryServices replication eligibility result\" }\r\n ,\"microsoft.recoveryservices/vaults\": { \"SingularDisplayName\": \"Recovery Services vault\" }\r\n ,\"microsoft.recoveryservices/vaults/backupfabrics/protectioncontainers/protecteditems\": { \"SingularDisplayName\": \"Backup Item\" }\r\n ,\"microsoft.redhatopenshift/openshiftclusters\": { \"SingularDisplayName\": \"Azure Red Hat OpenShift cluster\" }\r\n ,\"microsoft.relay/namespaces\": { \"SingularDisplayName\": \"Relay\" }\r\n ,\"microsoft.relay/namespaces/hybridconnections\": { \"SingularDisplayName\": \"Hybrid connection\" }\r\n ,\"microsoft.relay/namespaces/wcfrelays\": { \"SingularDisplayName\": \"WCF relay\" }\r\n ,\"microsoft.resilience/resiliencestates\": { \"SingularDisplayName\": \"Microsoft.Resilience resilience state\" }\r\n ,\"microsoft.resourceconnector/appliances\": { \"SingularDisplayName\": \"Resource bridge\" }\r\n })[tolower(id)]\r\n}\r\n", + "$fxv#4": "// Copyright (c) Microsoft Corporation.\r\n// Licensed under the MIT License.\r\n\r\n.create-or-alter function \r\nwith (docstring = 'Return details about the specified ID.', folder = 'OpenData/Internal')\r\n_resource_type_4(id: string) {\r\n dynamic({\r\n \"microsoft.resourcegraph/queries\": { \"SingularDisplayName\": \"Resource Graph query\" }\r\n ,\"microsoft.resourcehealth/availabilitystatuses\": { \"SingularDisplayName\": \"Microsoft.ResourceHealth availability statuse\" }\r\n ,\"microsoft.resourcehealth/childavailabilitystatuses\": { \"SingularDisplayName\": \"Microsoft.ResourceHealth child availability statuse\" }\r\n ,\"microsoft.resourcehealth/emergingissues\": { \"SingularDisplayName\": \"Microsoft.ResourceHealth emerging issue\" }\r\n ,\"microsoft.resourcehealth/events\": { \"SingularDisplayName\": \"Microsoft.ResourceHealth event\" }\r\n ,\"microsoft.resourcehealth/events/impactedresources\": { \"SingularDisplayName\": \"Microsoft.ResourceHealth events impacted resource\" }\r\n ,\"microsoft.resourcehealth/metadata\": { \"SingularDisplayName\": \"Microsoft.ResourceHealth metadata\" }\r\n ,\"microsoft.resources/builtintemplatespecs\": { \"SingularDisplayName\": \"Built-in template spec\" }\r\n ,\"microsoft.resources/changes\": { \"SingularDisplayName\": \"Microsoft.Resources change\" }\r\n ,\"microsoft.resources/databoundaries\": { \"SingularDisplayName\": \"Microsoft.Resources data boundary\" }\r\n ,\"microsoft.resources/deletedresources\": { \"SingularDisplayName\": \"Recycle Bin\" }\r\n ,\"microsoft.resources/deployments\": { \"SingularDisplayName\": \"Microsoft.Resources deployment\" }\r\n ,\"microsoft.resources/deployments/operations\": { \"SingularDisplayName\": \"Microsoft.Resources deployments operation\" }\r\n ,\"microsoft.resources/deploymentscripts\": { \"SingularDisplayName\": \"Deployment Script\" }\r\n ,\"microsoft.resources/deploymentstacks\": { \"SingularDisplayName\": \"Deployment stack\" }\r\n ,\"microsoft.resources/mobobrokers\": { \"SingularDisplayName\": \"Microsoft.Resources mobo broker\" }\r\n ,\"microsoft.resources/resourcechange\": { \"SingularDisplayName\": \"Change Analysis\" }\r\n ,\"microsoft.resources/resourcechanges\": { \"SingularDisplayName\": \"Resource change\" }\r\n ,\"microsoft.resources/resourcegraphvisualizer\": { \"SingularDisplayName\": \"Resource Graph Visualizer\" }\r\n ,\"microsoft.resources/resourcegroups\": { \"SingularDisplayName\": \"Microsoft.Resources resource group\" }\r\n ,\"microsoft.resources/resources\": { \"SingularDisplayName\": \"Resource\" }\r\n ,\"microsoft.resources/snapshots\": { \"SingularDisplayName\": \"Microsoft.Resources snapshot\" }\r\n ,\"microsoft.resources/subscriptions\": { \"SingularDisplayName\": \"Subscription\" }\r\n ,\"microsoft.resources/subscriptions/resourcegroups\": { \"SingularDisplayName\": \"Resource group\" }\r\n ,\"microsoft.resources/tags\": { \"SingularDisplayName\": \"Microsoft.Resources tag\" }\r\n ,\"microsoft.resources/templatespecs\": { \"SingularDisplayName\": \"Template spec\" }\r\n ,\"microsoft.saas/applications\": { \"SingularDisplayName\": \"Software as a Service (classic)\" }\r\n ,\"microsoft.saas/resources\": { \"SingularDisplayName\": \"SaaS\" }\r\n ,\"microsoft.saas/saasresources\": { \"SingularDisplayName\": \"SaaS (classic)\" }\r\n ,\"microsoft.saashub/cloudservices/hidden\": { \"SingularDisplayName\": \"Microsoft SaaS\" }\r\n ,\"microsoft.salescopilot/conversationintelligencerecordingaccounts\": { \"SingularDisplayName\": \"Microsoft.SalesCopilot conversation intelligence recording account\" }\r\n ,\"microsoft.samplepartner/organizations\": { \"SingularDisplayName\": \"Sample Partner Resource\" }\r\n ,\"microsoft.scheduler/jobcollections\": { \"SingularDisplayName\": \"Scheduler job collection\" }\r\n ,\"microsoft.scheduler/jobcollections/jobs\": { \"SingularDisplayName\": \"Scheduler job\" }\r\n ,\"microsoft.scom/managedinstances\": { \"SingularDisplayName\": \"SCOM managed instance\" }\r\n ,\"microsoft.scvmm/availabilitysets\": { \"SingularDisplayName\": \"Microsoft.ScVmm availability set\" }\r\n ,\"microsoft.scvmm/clouds\": { \"SingularDisplayName\": \"Microsoft.ScVmm cloud\" }\r\n ,\"microsoft.scvmm/virtualmachineinstances\": { \"SingularDisplayName\": \"Microsoft.ScVmm virtual machine instance\" }\r\n ,\"microsoft.scvmm/virtualmachineinstances/guestagents\": { \"SingularDisplayName\": \"Microsoft.ScVmm virtual machine instances guest agent\" }\r\n ,\"microsoft.scvmm/virtualmachineinstances/hybrididentitymetadata\": { \"SingularDisplayName\": \"Microsoft.ScVmm virtual machine instances hybrid identity metadata\" }\r\n ,\"microsoft.scvmm/virtualmachines\": { \"SingularDisplayName\": \"SCVMM virtual machine - Azure Arc\" }\r\n ,\"microsoft.scvmm/virtualmachinetemplates\": { \"SingularDisplayName\": \"Microsoft.ScVmm virtual machine template\" }\r\n ,\"microsoft.scvmm/virtualnetworks\": { \"SingularDisplayName\": \"Microsoft.ScVmm virtual network\" }\r\n ,\"microsoft.scvmm/vmmservers\": { \"SingularDisplayName\": \"SCVMM management server\" }\r\n ,\"microsoft.search/searchservices\": { \"SingularDisplayName\": \"Search service\" }\r\n ,\"microsoft.secretmanagementsampleprovider/forecasts\": { \"SingularDisplayName\": \"Microsoft.SecretManagementSampleProvider forecast\" }\r\n ,\"microsoft.secretsynccontroller/azurekeyvaultsecretproviderclasses\": { \"SingularDisplayName\": \"Microsoft.SecretSyncController Azure key vault secret provider class\" }\r\n ,\"microsoft.secretsynccontroller/secretsyncs\": { \"SingularDisplayName\": \"Microsoft.SecretSyncController secret sync\" }\r\n ,\"microsoft.security/adaptivenetworkhardenings\": { \"SingularDisplayName\": \"Microsoft.Security adaptive network hardening\" }\r\n ,\"microsoft.security/advancedthreatprotectionsettings\": { \"SingularDisplayName\": \"Microsoft.Security advanced threat protection setting\" }\r\n ,\"microsoft.security/alertssuppressionrules\": { \"SingularDisplayName\": \"Microsoft.Security alerts suppression rule\" }\r\n ,\"microsoft.security/apicollections\": { \"SingularDisplayName\": \"Microsoft.Security API collection\" }\r\n ,\"microsoft.security/applications\": { \"SingularDisplayName\": \"Microsoft.Security application\" }\r\n ,\"microsoft.security/assessmentmetadata\": { \"SingularDisplayName\": \"Microsoft.Security assessment metadata\" }\r\n ,\"microsoft.security/assessments\": { \"SingularDisplayName\": \"Microsoft.Security assessment\" }\r\n ,\"microsoft.security/assessments/governanceassignments\": { \"SingularDisplayName\": \"Microsoft.Security assessments governance assignment\" }\r\n ,\"microsoft.security/assessments/subassessments\": { \"SingularDisplayName\": \"Microsoft.Security assessments sub assessment\" }\r\n ,\"microsoft.security/assignments\": { \"SingularDisplayName\": \"Microsoft.Security assignment\" }\r\n ,\"microsoft.security/automations\": { \"SingularDisplayName\": \"Microsoft.Security automation\" }\r\n ,\"microsoft.security/autoprovisioningsettings\": { \"SingularDisplayName\": \"Microsoft.Security auto provisioning setting\" }\r\n ,\"microsoft.security/complianceresults\": { \"SingularDisplayName\": \"Microsoft.Security compliance result\" }\r\n ,\"microsoft.security/compliances\": { \"SingularDisplayName\": \"Microsoft.Security compliance\" }\r\n ,\"microsoft.security/connectors\": { \"SingularDisplayName\": \"Microsoft.Security connector\" }\r\n ,\"microsoft.security/customassessmentautomations\": { \"SingularDisplayName\": \"Microsoft.Security custom assessment automation\" }\r\n ,\"microsoft.security/defenderforstoragesettings\": { \"SingularDisplayName\": \"Microsoft.Security defender for storage setting\" }\r\n ,\"microsoft.security/defenderforstoragesettings/malwarescans\": { \"SingularDisplayName\": \"Microsoft.Security defender for storage settings malware scan\" }\r\n ,\"microsoft.security/devicesecuritygroups\": { \"SingularDisplayName\": \"Microsoft.Security device security group\" }\r\n ,\"microsoft.security/governancerules\": { \"SingularDisplayName\": \"Microsoft.Security governance rule\" }\r\n ,\"microsoft.security/governancerules/operationresults\": { \"SingularDisplayName\": \"Microsoft.Security governance rules operation result\" }\r\n 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,\"microsoft.windowspushnotificationservices/registrations\": { \"SingularDisplayName\": \"Microsoft.WindowsPushNotificationServices registration\" }\r\n ,\"microsoft.workloadmonitor/monitors\": { \"SingularDisplayName\": \"Microsoft.WorkloadMonitor monitor\" }\r\n ,\"microsoft.workloadmonitor/monitors/history\": { \"SingularDisplayName\": \"Microsoft.WorkloadMonitor monitors history\" }\r\n ,\"microsoft.workloads/connectors\": { \"SingularDisplayName\": \"Microsoft.Workloads connector\" }\r\n ,\"microsoft.workloads/connectors/acssbackups\": { \"SingularDisplayName\": \"Microsoft.Workloads connectors acss backup\" }\r\n ,\"microsoft.workloads/connectors/amsinsights\": { \"SingularDisplayName\": \"Microsoft.Workloads connectors ams insight\" }\r\n ,\"microsoft.workloads/connectors/sapvirtualinstancemonitors\": { \"SingularDisplayName\": \"Microsoft.Workloads connectors sap virtual instance monitor\" }\r\n ,\"microsoft.workloads/epicvirtualinstances\": { \"SingularDisplayName\": \"Virtual Instance for Epic solution\" }\r\n ,\"microsoft.workloads/insights\": { \"SingularDisplayName\": \"Microsoft.Workloads insight\" }\r\n ,\"microsoft.workloads/monitors\": { \"SingularDisplayName\": \"Azure Monitor for SAP solutions\" }\r\n ,\"microsoft.workloads/oraclevirtualinstances\": { \"SingularDisplayName\": \"Microsoft.Workloads oracle virtual instance\" }\r\n ,\"microsoft.workloads/oraclevirtualinstances/databaseinstances\": { \"SingularDisplayName\": \"Microsoft.Workloads oracle virtual instances database instance\" }\r\n ,\"microsoft.workloads/phpworkloads\": { \"SingularDisplayName\": \"Microsoft.Workloads php workload\" }\r\n ,\"microsoft.workloads/phpworkloads/wordpressinstances\": { \"SingularDisplayName\": \"Microsoft.Workloads php workloads wordpress instance\" }\r\n ,\"microsoft.workloads/sapdiscoverysites\": { \"SingularDisplayName\": \"Microsoft.Workloads sap discovery site\" }\r\n ,\"microsoft.workloads/sapdiscoverysites/sapinstances\": { \"SingularDisplayName\": \"Microsoft.Workloads sap discovery sites sap instance\" }\r\n ,\"microsoft.workloads/sapdiscoverysites/sapinstances/serverinstances\": { \"SingularDisplayName\": \"Microsoft.Workloads sap discovery sites sap instances server instance\" }\r\n ,\"microsoft.workloads/sapvirtualinstances\": { \"SingularDisplayName\": \"Virtual Instance for SAP solutions\" }\r\n ,\"microsoft.workloads/sapvirtualinstances/applicationinstances\": { \"SingularDisplayName\": \"App server instance for SAP solutions\" }\r\n ,\"microsoft.workloads/sapvirtualinstances/centralinstances\": { \"SingularDisplayName\": \"Central service instance for SAP solutions\" }\r\n ,\"microsoft.workloads/sapvirtualinstances/databaseinstances\": { \"SingularDisplayName\": \"Database for SAP solutions\" }\r\n ,\"neon.postgres/organizations\": { \"SingularDisplayName\": \"Neon Serverless Postgres Resource\" }\r\n ,\"newrelic.observability/monitors\": { \"SingularDisplayName\": \"New Relic\" }\r\n ,\"nginx.nginxplus/nginxdeployments\": { \"SingularDisplayName\": \"NGINXaaS\" }\r\n ,\"oracle.database/autonomousdatabases\": { \"SingularDisplayName\": \"Autonomous Database\" }\r\n ,\"oracle.database/cloudexadatainfrastructures\": { \"SingularDisplayName\": \"Oracle Exadata Infrastructure\" }\r\n ,\"oracle.database/cloudvmclusters\": { \"SingularDisplayName\": \"Oracle Exadata VM Cluster\" }\r\n ,\"oracle.database/oraclesubscriptions\": { \"SingularDisplayName\": \"OracleSubscription\" }\r\n ,\"paloaltonetworks.cloudngfw/firewalls\": { \"SingularDisplayName\": \"Cloud NGFW by Palo Alto Networks\" }\r\n ,\"paloaltonetworks.cloudngfw/globalrulestacks\": { \"SingularDisplayName\": \"Global Rulestack\" }\r\n ,\"paloaltonetworks.cloudngfw/localrulestacks\": { \"SingularDisplayName\": \"Local Rulestack for Cloud NGFW by Palo Alto Networks\" }\r\n ,\"pinecone.vectordb/organizations\": { \"SingularDisplayName\": \"Azure Native Pinecone Cloud Service\" }\r\n ,\"purestorage.block/reservations\": { \"SingularDisplayName\": \"Azure Native Pure Storage Cloud Service\" }\r\n ,\"purestorage.block/storagepools\": { \"SingularDisplayName\": \"Storage pool\" }\r\n ,\"purestorage.block/storagepools/avsstoragecontainers\": { \"SingularDisplayName\": \"PureStorage.Block storage pools avs storage container\" }\r\n ,\"qumulo.qaas/storages\": { \"SingularDisplayName\": \"Qumulo.QaaS storage\" }\r\n ,\"qumulo.storage/filesystems\": { \"SingularDisplayName\": \"Azure Native Qumulo Scalable File Service\" }\r\n ,\"solarwinds.observability/organizations\": { \"SingularDisplayName\": \"SolarWinds Observability\" }\r\n ,\"splitio.experimentation/experimentationworkspaces\": { \"SingularDisplayName\": \"Split Experimentation Workspace\" }\r\n ,\"wandisco.fusion/migrators\": { \"SingularDisplayName\": \"LiveData Migrator\" }\r\n ,\"wandisco.fusion/migrators/datatransferagents\": { \"SingularDisplayName\": \"Data Transfer Agent\" }\r\n ,\"wandisco.fusion/migrators/exclusiontemplates\": { \"SingularDisplayName\": \"Exclusion\" }\r\n ,\"wandisco.fusion/migrators/livedatamigrations\": { \"SingularDisplayName\": \"Migration\" }\r\n ,\"wandisco.fusion/migrators/metadatamigrations\": { \"SingularDisplayName\": \"Metadata Migration\" }\r\n ,\"wandisco.fusion/migrators/metadatatargets\": { \"SingularDisplayName\": \"Metadata Target\" }\r\n ,\"wandisco.fusion/migrators/pathmappings\": { \"SingularDisplayName\": \"Path Mapping\" }\r\n ,\"wandisco.fusion/migrators/targets\": { \"SingularDisplayName\": \"Target\" }\r\n ,\"wandisco.fusion/migrators/verifications\": { \"SingularDisplayName\": \"Verification\" }\r\n })[tolower(id)]\r\n}\r\n", + "$fxv#5": "// Copyright (c) Microsoft Corporation.\r\n// Licensed under the MIT License.\r\n\r\n// resource_type\r\n.create-or-alter function \r\nwith (docstring = 'Return details about the specified ID.', folder = 'OpenData')\r\nresource_type(id: string) {\r\n coalesce(_resource_type_1(id), _resource_type_2(id), _resource_type_3(id), _resource_type_4(id))\r\n}\r\n", + "$fxv#6": "// Copyright (c) Microsoft Corporation.\r\n// Licensed under the MIT License.\r\n\r\n//======================================================================================================================\r\n// Common utility functions\r\n//\r\n// TIP: Use Ctrl+K,Ctrl+0 to collapse all regions in VS Code\r\n//======================================================================================================================\r\n\r\n\r\n//===| Date functions |=================================================================================================\r\n\r\n// monthstring\r\n.create-or-alter function \r\nwith (docstring = @'Returns the name of the month for the specified date (e.g. Jan or January)', folder =@'Common') \r\nmonthstring(['date']: datetime, length: int = 9)\r\n{\r\n substring(dynamic(['January','February','March','April','May','June','July','August','September','October','November','December'])[getmonth(['date']) - 1], 0, length)\r\n}\r\n\r\n// datestring\r\n.create-or-alter function \r\nwith (docstring = @'Converts 2 dates into a simple, user-friendly date range (e.g. Jan 1-Jan 3)', folder =@'Common') \r\ndatestring(start: datetime, end: datetime = datetime('0001-01-01'))\r\n{\r\n let month = (d: datetime) { monthstring(d, 3) };\r\n let endDate = iff(end == datetime('0001-01-01'), start, end);\r\n let sameDate = startofday(start) == startofday(endDate);\r\n let sameMonth = startofmonth(start) == startofmonth(endDate);\r\n let sameYear = startofyear(start) == startofyear(endDate);\r\n let fullMonth = startofday(start) == startofmonth(start) and startofday(endDate) == startofday(endofmonth(endDate));\r\n let fullYear = startofday(start) == startofyear(start) and startofday(endDate) == startofday(endofyear(endDate));\r\n let currentYear = sameYear and startofyear(start) == startofyear(now());\r\n case(\r\n // Full year | yyyy (same year) / yyyy-yyyy (diff years)\r\n fullYear,\r\n strcat(getyear(start), iff(sameYear, '', strcat('-', getyear(endDate)))),\r\n // 1 full mo, same year | Mmm yyyy\r\n fullMonth and sameMonth and sameYear,\r\n strcat(month(start), ' ', getyear(start)),\r\n // 2+ full mo, same year | Mmm-Mmm (current year) / Mmm-Mmm yyyy (other year)\r\n fullMonth and sameYear,\r\n strcat(month(start), '-', month(endDate), iff(currentYear, '', strcat(' ', getyear(endDate)))),\r\n // Full mo, diff year | Mmm yyyy-Mmm yyyy\r\n fullMonth and not(sameYear),\r\n strcat(month(start), ' ', getyear(start), '-', month(endDate), ' ', getyear(endDate)),\r\n // Same date | Mmm d (current year) / Mmm d, yyyy (other year)\r\n sameDate,\r\n strcat(month(start), ' ', dayofmonth(start), iff(currentYear, '', strcat(', ', getyear(endDate)))),\r\n // 1 partial M, same Y | Mmm d-d (current year) / Mmm d-d, yyyy (other year)\r\n not(fullMonth) and sameMonth and sameYear,\r\n strcat(month(start), ' ', dayofmonth(start), '-', dayofmonth(endDate), iff(currentYear, '', strcat(' ', getyear(endDate)))),\r\n // 2+ partial M, same Y | Mmm d-Mmm d (current year) / Mmm d-Mmm d, yyyy (other year)\r\n not(fullMonth) and not(sameMonth) and sameYear,\r\n strcat(month(start), ' ', dayofmonth(start), '-', month(endDate), ' ', dayofmonth(endDate), iff(currentYear, '', strcat(', ', getyear(endDate)))),\r\n // All other cases | Mmm d, yyyy-Mmm d, yyyy\r\n strcat(month(start), ' ', dayofmonth(start), ', ', getyear(start), '-', month(endDate), ' ', dayofmonth(endDate), ', ', getyear(endDate))\r\n )\r\n}\r\n\r\n// daterange\r\n.create-or-alter function \r\nwith (docstring = @'DEPRECATED: Please use datestring(); function will be removed on or after the Jan 2026 release', folder =@'Common') \r\ndaterange(start: datetime, end: datetime = datetime('0001-01-01'))\r\n{\r\n datestring(start, end)\r\n}\r\n\r\n// monthsago\r\n.create-or-alter function \r\nwith (docstring = 'DEPRECATED: Please use startofmonth(now(), -<# of months>); function will be removed on or after the Jan 2026 release', folder = 'Common')\r\nmonthsago(months: int)\r\n{\r\n datetime_add('month', -months, startofmonth(now()))\r\n}\r\n\r\n\r\n//===| Number functions |===============================================================================================\r\n// NOTE: Must be defined before string converters\r\n\r\n// delta\r\n.create-or-alter function \r\nwith (docstring = @'Compares 2 values and returns the percentage change from oldval to newval', folder =@'Common') \r\ndelta(oldval: double, newval: double)\r\n{\r\n (newval - todouble(oldval))/oldval\r\n}\r\n\r\n// percentOfTotal\r\n// NOTE: Must be before percent() function\r\n.create-or-alter function \r\nwith (docstring = @'Calculates the percentage of each record based on a required Count column', folder =@'Common') \r\npercentOfTotal(t: (Count: long), tot: long)\r\n{\r\n let total = todouble(tot);\r\n t \r\n | extend Percent = round(Count / total * 100, 3) \r\n | order by Count desc\r\n}\r\n\r\n// percent\r\n.create-or-alter function \r\nwith (docstring = @'Calculates the percentage of each record based on a required Count column', folder =@'Common') \r\npercent(t: (Count: long))\r\n{\r\n let total = todouble(toscalar(t | summarize sum(Count)));\r\n percentOfTotal(t, total)\r\n}\r\n\r\n// plusminus\r\n.create-or-alter function \r\nwith (docstring = 'Shows a +/- sign based on the direction of the number', folder = 'Common')\r\nplusminus(val: string)\r\n{\r\n let neg = substring(val, 0, 1) == '-';\r\n iff(neg, val, strcat('+', val))\r\n}\r\n\r\n// updown\r\n.create-or-alter function \r\nwith (docstring = 'Shows an up/down arrow based on the direction of the number', folder = 'Common')\r\nupdown(val: string)\r\n{\r\n let neg = substring(val, 0, 1) == '-';\r\n iff(neg, strcat('↓', substring(val, 1)), strcat('↑', val))\r\n}\r\n\r\n\r\n//===| String functions |===============================================================================================\r\n\r\n// percentstring\r\n// NOTE: Must be defined before deltastring\r\n.create-or-alter function \r\nwith (docstring = 'Calculate a percentage and render as a string', folder = 'Common')\r\npercentstring(num: double, total: double = 1.0, places: int = 9)\r\n{\r\n let value = 1.0 * num / total * 100;\r\n strcat(case(\r\n places != 9, round(value, places),\r\n value < 10, round(value, 2),\r\n round(value, 1)\r\n ), '%')\r\n}\r\n\r\n//----------------------------------------------------------------------------------------------------------------------\r\n\r\n// arraystring\r\n.create-or-alter function \r\nwith (docstring = 'Convert an array to a comma-delimited string', folder = 'Common')\r\narraystring(arr: dynamic)\r\n{\r\n replace_string(replace_regex(replace_regex(replace_regex(replace_regex(replace_regex(\r\n tostring(arr)\r\n , @'^\\[\"', '')\r\n , @'\"\\]$', '')\r\n , @'^, ', '')\r\n , @', $', '')\r\n , @'^\\[]$', '')\r\n , '\",\"', ', ')\r\n}\r\n\r\n// deltastring\r\n.create-or-alter function \r\nwith (docstring = 'Calculate a delta percentage and render as a string', folder = 'Common')\r\ndeltastring(oldval: double, newval: double, places: int = 1, useArrows: bool = false)\r\n{\r\n let d = delta(oldval, newval);\r\n strcat(case(useArrows and d > 0, '↑', useArrows and d < 0, '↓', d < 0, '-', ''), percentstring(abs(d), 1, places))\r\n}\r\n\r\n// diffstring\r\n.create-or-alter function \r\nwith (docstring = 'Calculate the difference and render as a string', folder = 'Common')\r\ndiffstring(oldval: double, newval: double, places: int = 1)\r\n{\r\n plusminus(round(newval - oldval, places))\r\n}\r\n\r\n// numberstring\r\n.create-or-alter function \r\nwith (docstring = 'Convert a number to a string', folder = 'Common')\r\nnumberstring(num: double, abbrev: bool = true)\r\n{\r\n replace_regex(case(\r\n num >= 10000000000000, strcat(round(1.0 * num / 1000000000000, 1), 'T'),\r\n num >= 1000000000000, strcat(round(1.0 * num / 1000000000000, 2), 'T'),\r\n num >= 10000000000, strcat(round(1.0 * num / 1000000000, 1), 'B'),\r\n num >= 1000000000, strcat(round(1.0 * num / 1000000000, 2), 'B'),\r\n num >= 10000000, strcat(round(1.0 * num / 1000000, 1), 'M'),\r\n num >= 1000000, strcat(round(1.0 * num / 1000000, 2), 'M'),\r\n num >= 10000, strcat(round(1.0 * num / 1000, 1), 'K'),\r\n // Kusto doesn't support back-refs yet -- num > 1000, replace_regex(tostring(num), @'(\\d)(?=(\\d{3})+\\.)', @'\\1,'), // See https://docs.microsoft.com/en-us/azure/data-explorer/kusto/query/re2-library\r\n num > 1000, replace_regex(tostring(num), @'([0-9]{3})$', @',\\1'), //num / 1000, ',', substring(tostring(num), 0) - (num / 1000 * 1000)),\r\n tostring(num)\r\n ), @'\\.0$', '')\r\n}\r\n\r\n\r\n//===| Other |==========================================================================================================\r\n\r\n// ifempty\r\n.create-or-alter function \r\nwith (docstring = 'Replaces an empty value with the specified default value', folder = 'Common')\r\nifempty(val: dynamic, defaultVal: dynamic)\r\n{\r\n iff(isempty(val), defaultVal, val)\r\n}\r\n", + "$fxv#7": "// Copyright (c) Microsoft Corporation.\r\n// Licensed under the MIT License.\r\n\r\n//======================================================================================================================\r\n// Ingestion database\r\n// Used for data ingestion, normalization, and cleansing.\r\n//\r\n// Data ingestion workflow:\r\n// - All data is ingested into tables named \"*_raw\". These tables have a union schema to support multiple sources and versions.\r\n// - All data is transformed to the latest FOCUS schema using an update policy into a table named after the version (e.g., \"1.0\" = \"_v1_0\").\r\n// - Data ingestion from previous version of hubs will remain in the versioned tables.\r\n// - Data is read from versioned functions in the Hub database. See HubSetup.kql for details.\r\n//\r\n// To add a new FOCUS versions:\r\n// 1. Add new columns to the *_raw tables per dataset\r\n// 2. Add new *_final_vX_Y tables per dataset\r\n// 3. Add new *_transform_vX_Y functions per dataset\r\n// 4. Change the update policy for the *_raw tables to use the new transform functions\r\n// 5. Update HubSetup.kql to read from the new *_final_vX_Y tables\r\n//======================================================================================================================\r\n\r\n// For allowed commands, see https://learn.microsoft.com/azure/data-explorer/database-script\r\n\r\n//===| Settings |=======================================================================================================\r\n\r\n.create-merge table HubSettingsLog (\r\n version: string,\r\n scopes: dynamic,\r\n retention: dynamic\r\n)\r\n\r\n//----------------------------------------------------------------------------------------------------------------------\r\n\r\n// HubSettings function\r\n.create-or-alter function\r\nwith (docstring='Gets the latest version of hub settings.', folder='Settings')\r\nHubSettings()\r\n{\r\n HubSettingsLog\r\n | extend timestamp = ingestion_time()\r\n | summarize arg_max(timestamp, *)\r\n}\r\n\r\n//----------------------------------------------------------------------------------------------------------------------\r\n\r\n// HubScopes function\r\n.create-or-alter function\r\nwith (docstring='Gets the currently configured scopes.', folder='Settings')\r\nHubScopes()\r\n{\r\n HubSettings\r\n | project scopes\r\n | mv-expand scopes\r\n}\r\n\r\n\r\n//===| Open data |======================================================================================================\r\n\r\n// PricingUnits\r\n.create-merge table PricingUnits ( \r\n x_PricingUnitDescription: string,\r\n x_PricingBlockSize: decimal,\r\n PricingUnit: string\r\n)\r\n\r\n// Regions\r\n.create-merge table Regions(\r\n ResourceLocation: string,\r\n RegionId: string,\r\n RegionName: string\r\n)\r\n\r\n// ResourceTypes\r\n.create-merge table ResourceTypes(\r\n x_ResourceType: string,\r\n SingularDisplayName: string,\r\n PluralDisplayName: string,\r\n LowerSingularDisplayName: string,\r\n LowerPluralDisplayName: string,\r\n IsPreview: bool,\r\n Description: string,\r\n IconUri: string\r\n)\r\n\r\n// Services\r\n.create-merge table Services(\r\n x_ConsumedService: string,\r\n x_ResourceType: string,\r\n ServiceName: string,\r\n ServiceCategory: string,\r\n ServiceSubcategory: string,\r\n PublisherName: string,\r\n x_PublisherCategory: string,\r\n x_Environment: string,\r\n x_ServiceModel: string\r\n)\r\n\r\n//----------------------------------------------------------------------------------------------------------------------\r\n\r\n// parse_resourceid\r\n.create-or-alter function \r\nwith (docstring = 'Parses an Azure resource ID to extract resource attributes like the name, type, resource group, and subaccount ID.', folder = 'Common')\r\nparse_resourceid(resourceId: string) {\r\n let ResourceId = tolower(resourceId);\r\n // let ResourceId = tolower('/providers/Microsoft.BillingBenefits/savingsPlanOrders/2d2e284b-0638-427e-b8c6-1b874d4f17c8/sp/xxx');\r\n let SubAccountId = tostring(extract('/subscriptions/[^/]+', 1, ResourceId));\r\n let x_ResourceGroupName = tostring(extract('/resourcegroups/[^/]+', 1, ResourceId));\r\n let providerPath = iff(ResourceId !contains '/providers/', '', split(iff(ResourceId startswith '/subscriptions/', strcat('/providers/microsoft.resources/', ResourceId), ResourceId), '/providers/')[-1]);\r\n let x_ResourceProvider = iff(isempty(providerPath), '', split(providerPath, '/')[0]);\r\n let tmp_ResourceProviderPath = iff(isempty(providerPath), '', substring(providerPath, strlen(x_ResourceProvider) + 1));\r\n let segments = split(tmp_ResourceProviderPath, '/');\r\n let ResourceName = trim(@'/+', replace_string(strcat_array(array_iff(\r\n dynamic([false, true, false, true, false, true, false, true, false, true, false, true, false, true, false, true, false, true]),\r\n segments, dynamic([])), '/'), '//', '/'));\r\n let x_ResourceTypePath = trim(@'/+', replace_string(strcat_array(array_iff(\r\n dynamic([true, false, true, false, true, false, true, false, true, false, true, false, true, false, true, false, true, false]),\r\n segments, dynamic([])), '/'), '//', '/'));\r\n let xRT = iff(isempty(x_ResourceProvider) or isempty(x_ResourceTypePath), '', strcat(x_ResourceProvider, '/', x_ResourceTypePath));\r\n // TODO: Remove ResourceType in 0.9\r\n bag_pack('ResourceId', ResourceId, 'ResourceName', ResourceName, 'ResourceType', xRT, 'SubAccountId', SubAccountId, 'x_ResourceGroupName', x_ResourceGroupName, 'x_ResourceProvider', x_ResourceProvider, 'x_ResourceType', xRT)\r\n}\r\n\r\n\r\n//===| Prices |=========================================================================================================\r\n// NOTE: Must be before cost details.\r\n//\r\n// Supported versions:\r\n// - MS EA 2023-05-01 -- See https://learn.microsoft.com/azure/cost-management-billing/dataset-schema/price-sheet-ea\r\n// - MS MCA 2023-05-01 -- See https://learn.microsoft.com/azure/cost-management-billing/dataset-schema/price-sheet-mca\r\n//======================================================================================================================\r\n\r\n// Prices_raw table\r\n.create-merge table Prices_raw (\r\n BasePrice: decimal, // Azure EA + MCA\r\n BillingAccountId: string, // Azure MCA\r\n BillingAccountName: string, // Azure MCA\r\n BillingCurrency: string, // Azure MCA\r\n BillingProfileId: string, // Azure MCA\r\n BillingProfileName: string, // Azure MCA\r\n Currency: string, // Azure MCA\r\n CurrencyCode: string, // Azure EA \r\n EffectiveEndDate: datetime, // Azure MCA\r\n EffectiveStartDate: datetime, // Azure EA + MCA\r\n EnrollmentNumber: string, // Azure EA \r\n IncludedQuantity: decimal, // Azure EA \r\n MarketPrice: decimal, // Azure EA + MCA\r\n MeterCategory: string, // Azure EA + MCA\r\n MeterId: string, // Azure MCA\r\n MeterID: string, // Azure EA \r\n MeterName: string, // Azure EA + MCA\r\n MeterRegion: string, // Azure EA + MCA\r\n MeterSubCategory: string, // Azure EA + MCA\r\n MeterType: string, // Azure EA + MCA\r\n OfferID: string, // Azure EA \r\n PartNumber: string, // Azure EA\r\n PriceType: string, // Azure EA + MCA\r\n Product: string, // Azure EA + MCA\r\n ProductId: string, // Azure MCA\r\n ProductID: string, // Azure EA \r\n ServiceFamily: string, // Azure EA + MCA\r\n SkuId: string, // Azure MCA\r\n SkuID: string, // Azure EA\r\n Term: string, // Azure EA + MCA\r\n TierMinimumUnits: decimal, // Azure MCA\r\n UnitOfMeasure: string, // Azure EA + MCA\r\n UnitPrice: decimal, // Azure EA + MCA\r\n x_SourceName: string, // Hubs add-on\r\n x_SourceProvider: string, // Hubs add-on\r\n x_SourceType: string, // Hubs add-on\r\n x_SourceVersion: string // Hubs add-on\r\n)\r\n\r\n// Prices_raw ingestion mapping\r\n.create-or-alter table Prices_raw ingestion parquet mapping \"Prices_raw_mapping\"\r\n```\r\n[\r\n { \"Column\": \"BasePrice\", \"Properties\": { \"Field\": \"BasePrice\" } },\r\n { \"Column\": \"BillingAccountId\", \"Properties\": { \"Field\": \"BillingAccountId\" } },\r\n { \"Column\": \"BillingAccountName\", \"Properties\": { \"Field\": \"BillingAccountName\" } },\r\n { \"Column\": \"BillingCurrency\", \"Properties\": { \"Field\": \"BillingCurrency\" } },\r\n { \"Column\": \"BillingProfileId\", \"Properties\": { \"Field\": \"BillingProfileId\" } },\r\n { \"Column\": \"BillingProfileName\", \"Properties\": { \"Field\": \"BillingProfileName\" } },\r\n { \"Column\": \"Currency\", \"Properties\": { \"Field\": \"Currency\" } },\r\n { \"Column\": \"CurrencyCode\", \"Properties\": { \"Field\": \"CurrencyCode\" } },\r\n { \"Column\": \"EffectiveEndDate\", \"Properties\": { \"Field\": \"EffectiveEndDate\" } },\r\n { \"Column\": \"EffectiveStartDate\", \"Properties\": { \"Field\": \"EffectiveStartDate\" } },\r\n { \"Column\": \"EnrollmentNumber\", \"Properties\": { \"Field\": \"EnrollmentNumber\" } },\r\n { \"Column\": \"IncludedQuantity\", \"Properties\": { \"Field\": \"IncludedQuantity\" } },\r\n { \"Column\": \"MarketPrice\", \"Properties\": { \"Field\": \"MarketPrice\" } },\r\n { \"Column\": \"MeterCategory\", \"Properties\": { \"Field\": \"MeterCategory\" } },\r\n { \"Column\": \"MeterId\", \"Properties\": { \"Field\": \"MeterId\" } },\r\n { \"Column\": \"MeterID\", \"Properties\": { \"Field\": \"MeterID\" } },\r\n { \"Column\": \"MeterName\", \"Properties\": { \"Field\": \"MeterName\" } },\r\n { \"Column\": \"MeterRegion\", \"Properties\": { \"Field\": \"MeterRegion\" } },\r\n { \"Column\": \"MeterSubCategory\", \"Properties\": { \"Field\": \"MeterSubCategory\" } },\r\n { \"Column\": \"MeterType\", \"Properties\": { \"Field\": \"MeterType\" } },\r\n { \"Column\": \"OfferID\", \"Properties\": { \"Field\": \"OfferID\" } },\r\n { \"Column\": \"PartNumber\", \"Properties\": { \"Field\": \"PartNumber\" } },\r\n { \"Column\": \"PriceType\", \"Properties\": { \"Field\": \"PriceType\" } },\r\n { \"Column\": \"Product\", \"Properties\": { \"Field\": \"Product\" } },\r\n { \"Column\": \"ProductId\", \"Properties\": { \"Field\": \"ProductId\" } },\r\n { \"Column\": \"ProductID\", \"Properties\": { \"Field\": \"ProductID\" } },\r\n { \"Column\": \"ServiceFamily\", \"Properties\": { \"Field\": \"ServiceFamily\" } },\r\n { \"Column\": \"SkuId\", \"Properties\": { \"Field\": \"SkuId\" } },\r\n { \"Column\": \"SkuID\", \"Properties\": { \"Field\": \"SkuID\" } },\r\n { \"Column\": \"Term\", \"Properties\": { \"Field\": \"Term\" } },\r\n { \"Column\": \"TierMinimumUnits\", \"Properties\": { \"Field\": \"TierMinimumUnits\" } },\r\n { \"Column\": \"UnitOfMeasure\", \"Properties\": { \"Field\": \"UnitOfMeasure\" } },\r\n { \"Column\": \"UnitPrice\", \"Properties\": { \"Field\": \"UnitPrice\" } },\r\n { \"Column\": \"x_SourceName\", \"Properties\": { \"Field\": \"x_SourceName\" } },\r\n { \"Column\": \"x_SourceProvider\", \"Properties\": { \"Field\": \"x_SourceProvider\" } },\r\n { \"Column\": \"x_SourceType\", \"Properties\": { \"Field\": \"x_SourceType\" } },\r\n { \"Column\": \"x_SourceVersion\", \"Properties\": { \"Field\": \"x_SourceVersion\" } }\r\n]\r\n```\r\n\r\n// Prices_raw retention policy\r\n.alter-merge table Prices_raw policy retention softdelete = $$rawRetentionInDays$$d recoverability = disabled\r\n\r\n//----------------------------------------------------------------------------------------------------------------------\r\n\r\n// Prices_transform_v1_0 function\r\n.create-or-alter function\r\nwith (docstring='Transforms Prices_raw into FOCUS 1.0.', folder='Prices')\r\nPrices_transform_v1_0()\r\n{\r\n // NOTE: All open issues and questions are tracked @ https://github.com/microsoft/finops-toolkit/issues/1111\r\n let isoMonths = (duration: string) {\r\n let number = toint(replace_regex(duration, @'[PMY]', ''));\r\n toint(case(\r\n duration == '', toint(''),\r\n duration endswith \"Y\", number * 12,\r\n duration endswith \"M\", number,\r\n -1\r\n ))\r\n };\r\n let prices = materialize(\r\n Prices_raw\r\n | extend x_SkuId = coalesce(SkuId, SkuID)\r\n | extend x_SkuMeterId = coalesce(MeterId, MeterID)\r\n | extend x_SkuProductId = coalesce(ProductId, ProductID)\r\n | extend x_SkuTerm = isoMonths(Term)\r\n | project-rename\r\n x_BaseUnitPrice = BasePrice,\r\n x_EffectivePeriodEnd = EffectiveEndDate,\r\n x_EffectivePeriodStart = EffectiveStartDate,\r\n x_PricingUnitDescription = UnitOfMeasure,\r\n x_SkuIncludedQuantity = IncludedQuantity,\r\n x_SkuMeterCategory = MeterCategory,\r\n x_SkuMeterName = MeterName,\r\n x_SkuMeterSubcategory = MeterSubCategory,\r\n x_SkuMeterType = MeterType,\r\n x_SkuOfferId = OfferID,\r\n x_SkuPartNumber = PartNumber,\r\n x_SkuPriceType = PriceType,\r\n x_SkuRegion = MeterRegion,\r\n x_SkuServiceFamily = ServiceFamily,\r\n x_SkuTier = TierMinimumUnits\r\n | extend ContractedUnitPrice = iff(x_SkuPriceType != 'SavingsPlan', UnitPrice, todecimal('')) // UnitPrice for savings plan is not the on-demand unit price\r\n | extend ListUnitPrice = iff(x_SkuPriceType != 'SavingsPlan', MarketPrice, todecimal('')) // MarketPrice for savings plan is not the list price\r\n | extend ChargeCategory = case(\r\n x_SkuPriceType == 'Consumption', 'Usage',\r\n x_SkuPriceType == 'ReservedInstance', 'Purchase',\r\n x_SkuPriceType == 'SavingsPlan', 'Usage', // Savings plan prices are for committed usage, not the purchase\r\n ''\r\n )\r\n | extend SkuPriceIdv2 = strcat(case(x_SkuPriceType == 'Consumption', 'OD', x_SkuPriceType == 'ReservedInstance', 'RI', x_SkuPriceType == 'SavingsPlan', 'SP', 'XX'), substring(ChargeCategory, 0, 1), x_SkuTerm, '_', x_SkuProductId, '_', x_SkuId, '_', x_SkuMeterType, '_', x_SkuTier, x_SkuOfferId)\r\n | extend x_BillingAccountId = iff(BillingAccountId startswith '/', split(BillingAccountId, '/')[-1], coalesce(BillingAccountId, EnrollmentNumber))\r\n | extend x_BillingProfileId = iff(BillingProfileId startswith '/', split(BillingProfileId, '/')[-1], coalesce(BillingProfileId, EnrollmentNumber))\r\n | extend tmp_SavingsPlanKey = strcat(x_SkuMeterId, x_SkuProductId, x_SkuId, x_SkuTier, x_SkuOfferId)\r\n //\r\n // Get latest ingested row based on the unique ID\r\n | extend x_IngestionTime = ingestion_time()\r\n );\r\n //\r\n // Meters for reservations and savings plans to identify commitment eligibility\r\n let riMeters = prices | where x_SkuPriceType == 'ReservedInstance' | distinct x_SkuMeterId;\r\n let spMeters = prices | where x_SkuPriceType == 'SavingsPlan' | distinct x_SkuMeterId;\r\n // \r\n // Copy list/base/contracted prices from on-demand SKUs\r\n prices\r\n | where x_SkuPriceType == 'SavingsPlan'\r\n // If we use join, specify the shuffle key\r\n // TODO: Compare join vs. lookup perf -- | join kind=leftouter hint.strategy=shuffle (prices | where x_SkuPriceType == 'Consumption' | where x_SkuMeterId in (spMeters) | distinct tmp_SavingsPlanKey, ListUnitPrice, ContractedUnitPrice, x_BaseUnitPrice) on tmp_SavingsPlanKey\r\n | lookup kind=leftouter (prices | where x_SkuPriceType == 'Consumption' | where x_SkuMeterId in (spMeters) | distinct tmp_SavingsPlanKey, ListUnitPrice, ContractedUnitPrice, x_BaseUnitPrice) on tmp_SavingsPlanKey\r\n | extend ListUnitPrice = coalesce(ListUnitPrice, ListUnitPrice1)\r\n | extend ContractedUnitPrice = coalesce(ContractedUnitPrice, ContractedUnitPrice1)\r\n | extend x_BaseUnitPrice = coalesce(x_BaseUnitPrice, x_BaseUnitPrice1)\r\n | project-away ListUnitPrice1, ContractedUnitPrice1, x_BaseUnitPrice1, tmp_SavingsPlanKey\r\n | union ((prices | where x_SkuPriceType != 'SavingsPlan'))\r\n //\r\n // Calculate commitment discount elgibility\r\n // TODO: Would a join be faster?\r\n | extend x_CommitmentDiscountSpendEligibility = iff(x_SkuMeterId in (riMeters) and x_SkuPriceType != 'ReservedInstance', 'Eligible', 'Not Eligible')\r\n | extend x_CommitmentDiscountUsageEligibility = iff(x_SkuMeterId in (spMeters), 'Eligible', 'Not Eligible')\r\n //\r\n // Add PricingUnit and x_PricingBlockSize\r\n // TODO: Compare join vs. lookup perf -- | join kind=leftouter (PricingUnits) on x_PricingUnitDescription | project-away x_PricingUnitDescription1\r\n | lookup kind=leftouter (PricingUnits) on x_PricingUnitDescription\r\n //\r\n | extend x_EffectiveUnitPrice = iff(x_SkuPriceType == 'SavingsPlan', UnitPrice, todecimal('')) // Savings plan prices are for the effective price, not the contracted price\r\n | extend x_EffectiveUnitPriceDiscount = ContractedUnitPrice - x_EffectiveUnitPrice\r\n | extend x_ContractedUnitPriceDiscount = ListUnitPrice - ContractedUnitPrice\r\n | extend x_TotalUnitPriceDiscount = ListUnitPrice - x_EffectiveUnitPrice\r\n | project\r\n BillingAccountId = case(\r\n BillingProfileId startswith '/', BillingProfileId,\r\n BillingAccountId startswith '/', BillingAccountId,\r\n strcat('/providers/Microsoft.Billing/billingAccounts/', x_BillingAccountId, iff(x_BillingProfileId != x_BillingAccountId, '', strcat('/billingProfiles/', x_BillingProfileId)))\r\n ),\r\n BillingAccountName = coalesce(BillingProfileName, BillingAccountName, x_BillingProfileId),\r\n BillingCurrency = coalesce(BillingCurrency, CurrencyCode, Currency), // Currency last as a fallback only\r\n ChargeCategory,\r\n CommitmentDiscountCategory = case(\r\n x_SkuPriceType == 'ReservedInstance', 'Usage',\r\n x_SkuPriceType == 'SavingsPlan', 'Spend',\r\n ''\r\n ),\r\n CommitmentDiscountType = case(\r\n x_SkuPriceType == 'ReservedInstance', 'Reservation',\r\n x_SkuPriceType == 'SavingsPlan', 'Savings plan',\r\n ''\r\n ),\r\n ContractedUnitPrice,\r\n ListUnitPrice,\r\n PricingCategory = case(\r\n x_SkuPriceType == 'Consumption', 'Standard',\r\n x_SkuPriceType == 'ReservedInstance', 'Standard', // Reservation purchases are tracked as \"Standard\"\r\n x_SkuPriceType == 'SavingsPlan', 'Committed',\r\n ''\r\n ),\r\n PricingUnit,\r\n SkuId = coalesce(ProductId, ProductID),\r\n SkuPriceId = strcat(x_SkuProductId, '_', x_SkuId, '_', x_SkuMeterType),\r\n SkuPriceIdv2,\r\n x_BaseUnitPrice,\r\n x_BillingAccountAgreement = case(\r\n strlen(x_BillingAccountId) > 32, 'MCA',\r\n strlen(x_BillingAccountId) < 32, 'EA',\r\n 'Unknown'\r\n ),\r\n x_BillingAccountId,\r\n x_BillingProfileId,\r\n x_CommitmentDiscountSpendEligibility,\r\n x_CommitmentDiscountUsageEligibility,\r\n x_ContractedUnitPriceDiscount,\r\n x_ContractedUnitPriceDiscountPercent = 1.0 * x_ContractedUnitPriceDiscount / ListUnitPrice * 100,\r\n x_EffectivePeriodEnd = startofmonth(x_EffectivePeriodEnd + 1h),\r\n x_EffectivePeriodStart,\r\n x_EffectiveUnitPrice,\r\n x_EffectiveUnitPriceDiscount,\r\n x_EffectiveUnitPriceDiscountPercent = 1.0 * x_EffectiveUnitPriceDiscount / ContractedUnitPrice * 100,\r\n x_IngestionTime,\r\n x_PricingBlockSize,\r\n x_PricingCurrency = coalesce(Currency, CurrencyCode), // CurrencyCode last as a fallback only\r\n x_PricingSubcategory = case(\r\n x_SkuPriceType == 'Consumption' and (x_SkuIncludedQuantity > 0 or x_SkuTier > 0), 'Tiered',\r\n x_SkuPriceType == 'Consumption', 'Standard',\r\n x_SkuPriceType == 'ReservedInstance', 'Standard', // Reservation purchases are tracked as \"Standard\"\r\n x_SkuPriceType == 'SavingsPlan', 'Committed Spend',\r\n ''\r\n ),\r\n x_PricingUnitDescription,\r\n x_SkuDescription = Product,\r\n x_SkuId,\r\n x_SkuIncludedQuantity,\r\n x_SkuMeterCategory,\r\n x_SkuMeterId,\r\n x_SkuMeterName,\r\n x_SkuMeterSubcategory,\r\n x_SkuMeterType,\r\n x_SkuPriceType,\r\n x_SkuProductId,\r\n x_SkuRegion,\r\n x_SkuServiceFamily,\r\n x_SkuOfferId,\r\n x_SkuPartNumber,\r\n x_SkuTerm,\r\n x_SkuTier,\r\n x_SourceName = coalesce(x_SourceName, 'Cost Management'),\r\n x_SourceProvider = coalesce(x_SourceProvider, 'Microsoft'),\r\n x_SourceType = coalesce(x_SourceType, 'PriceSheet'),\r\n x_SourceVersion = coalesce(x_SourceVersion, '2023-05-01'),\r\n x_TotalUnitPriceDiscount,\r\n x_TotalUnitPriceDiscountPercent = 1.0 * x_TotalUnitPriceDiscount / ListUnitPrice * 100\r\n}\r\n\r\n//----------------------------------------------------------------------------------------------------------------------\r\n\r\n// Prices_final_v1_0 table\r\n// FOCUS 1.0 version of the price sheet that covers everything defined in Prices_raw.\r\n.create-merge table Prices_final_v1_0 (\r\n BillingAccountId: string,\r\n BillingAccountName: string,\r\n BillingCurrency: string,\r\n ChargeCategory: string,\r\n CommitmentDiscountCategory: string,\r\n CommitmentDiscountType: string,\r\n ContractedUnitPrice: decimal,\r\n ListUnitPrice: decimal,\r\n PricingCategory: string,\r\n PricingUnit: string,\r\n SkuId: string,\r\n SkuPriceId: string,\r\n SkuPriceIdv2: string, // Hubs add-on\r\n x_BaseUnitPrice: decimal, // Azure\r\n x_BillingAccountAgreement: string, // Hubs add-on\r\n x_BillingAccountId: string, // Azure MCA\r\n x_BillingProfileId: string, // Azure MCA\r\n x_CommitmentDiscountSpendEligibility: string, // Hubs add-on\r\n x_CommitmentDiscountUsageEligibility: string, // Hubs add-on\r\n x_ContractedUnitPriceDiscount: decimal, // Hubs add-on\r\n x_ContractedUnitPriceDiscountPercent: decimal, // Hubs add-on\r\n x_EffectivePeriodEnd: datetime, // Azure\r\n x_EffectivePeriodStart: datetime, // Azure\r\n x_EffectiveUnitPrice: decimal, // Azure\r\n x_EffectiveUnitPriceDiscount: decimal, // Hubs add-on\r\n x_EffectiveUnitPriceDiscountPercent: decimal, // Hubs add-on\r\n x_IngestionTime: datetime, // Hubs add-on\r\n x_PricingBlockSize: decimal, // Hubs add-on\r\n x_PricingCurrency: string, // Azure\r\n x_PricingSubcategory: string, // Hubs add-on\r\n x_PricingUnitDescription: string, // Azure\r\n x_SkuDescription: string, // Azure\r\n x_SkuId: string, // Azure\r\n x_SkuIncludedQuantity: decimal, // Azure EA\r\n x_SkuMeterCategory: string, // Azure\r\n x_SkuMeterId: string, // Azure\r\n x_SkuMeterName: string, // Azure\r\n x_SkuMeterSubcategory: string, // Azure\r\n x_SkuMeterType: string, // Azure\r\n x_SkuPriceType: string, // Azure\r\n x_SkuProductId: string, // Azure\r\n x_SkuRegion: string, // Azure\r\n x_SkuServiceFamily: string, // Azure\r\n x_SkuOfferId: string, // Azure EA\r\n x_SkuPartNumber: string, // Azure EA\r\n x_SkuTerm: int, // Azure\r\n x_SkuTier: decimal, // Azure MCA\r\n x_SourceName: string, // Hubs add-on\r\n x_SourceProvider: string, // Hubs add-on\r\n x_SourceType: string, // Hubs add-on\r\n x_SourceVersion: string, // Hubs add-on\r\n x_TotalUnitPriceDiscount: decimal, // Hubs add-on\r\n x_TotalUnitPriceDiscountPercent: decimal // Hubs add-on\r\n)\r\n\r\n//----------------------------------------------------------------------------------------------------------------------\r\n\r\n// Update policy for Prices_raw -> Prices_final_v1_0\r\n// NOTE: Must be after transform function is defined\r\n.alter table Prices_final_v1_0 policy update\r\n```\r\n[{\r\n \"IsEnabled\": true,\r\n \"Source\": \"Prices_raw\",\r\n \"Query\": \"Prices_transform_v1_0()\",\r\n \"IsTransactional\": true,\r\n \"PropagateIngestionProperties\": true\r\n}]\r\n```\r\n\r\n\r\n//===| Cost and usage |=================================================================================================\r\n// Supported versions:\r\n// - MS: 1.0, 1.0-preview(v1) -- See https://aka.ms/costmgmt/exports/focus\r\n// - AWS: 1.0 -- See https://docs.aws.amazon.com/cur/latest/userguide/table-dictionary-focus-1-0-aws-columns.html\r\n// - GCP: Jan-Jun 2024 -- See https://cloud.google.com/resources/google-cloud-focus?e=48754805&hl=en\r\n// Links to (Aug 2024): https://services.google.com/fh/files/misc/focus_guide_v1.pdf\r\n// See also:\r\n// - https://cloud.google.com/billing/docs/how-to/export-data-bigquery-tables/standard-usage\r\n// - https://cloud.google.com/billing/docs/how-to/export-data-bigquery-tables/detailed-usage\r\n// - OCI: 1.0 -- See https://docs.oracle.com/iaas/Content/Billing/Concepts/costusagereportsoverview.htm#costreports__focus-cost-report-schema\r\n//\r\n// Support for non-Azure data is limited to ingestion only. Data is not transformed across versions.\r\n//======================================================================================================================\r\n\r\n// Costs_raw table\r\n.create-merge table Costs_raw (\r\n AvailabilityZone: string, // FOCUS 0.5+\r\n BilledCost: decimal, // FOCUS 0.5+\r\n BillingAccountId: string, // FOCUS 0.5+\r\n BillingAccountName: string, // FOCUS 0.5+\r\n BillingAccountType: string, // Azure 1.0-preview(v1)+\r\n BillingCurrency: string, // FOCUS 0.5+\r\n BillingPeriodEnd: datetime, // FOCUS 0.5+\r\n BillingPeriodStart: datetime, // FOCUS 0.5+\r\n ChargeCategory: string, // FOCUS 1.0-preview+\r\n ChargeClass: string, // FOCUS 1.0+\r\n ChargeDescription: string, // FOCUS 1.0+\r\n ChargeFrequency: string, // FOCUS 1.0+\r\n ChargePeriodEnd: datetime, // FOCUS 0.5+\r\n ChargePeriodStart: datetime, // FOCUS 0.5+\r\n ChargeSubcategory: string, // FOCUS 1.0-preview only\r\n CommitmentDiscountCategory: string, // FOCUS 1.0-preview+\r\n CommitmentDiscountId: string, // FOCUS 1.0-preview+\r\n CommitmentDiscountName: string, // FOCUS 1.0-preview+\r\n CommitmentDiscountStatus: string, // FOCUS 1.0+\r\n CommitmentDiscountType: string, // FOCUS 1.0-preview+\r\n ConsumedQuantity: decimal, // FOCUS 1.0+\r\n ConsumedUnit: string, // FOCUS 1.0+\r\n ContractedCost: decimal, // FOCUS 1.0+\r\n ContractedUnitPrice: decimal, // FOCUS 1.0+\r\n EffectiveCost: decimal, // FOCUS 1.0-preview+\r\n InvoiceIssuerName: string, // FOCUS 0.5+\r\n ListCost: decimal, // FOCUS 1.0-preview+\r\n ListUnitPrice: decimal, // FOCUS 1.0-preview+\r\n PricingCategory: string, // FOCUS 1.0-preview+\r\n PricingQuantity: decimal, // FOCUS 1.0-preview+\r\n PricingUnit: string, // FOCUS 1.0-preview+\r\n ProviderName: string, // FOCUS 0.5+\r\n PublisherName: string, // FOCUS 0.5+\r\n Region: string, // FOCUS 0.5-1.0-preview (deprecated)\r\n RegionId: string, // FOCUS 1.0+\r\n RegionName: string, // FOCUS 1.0+\r\n ResourceId: string, // FOCUS 0.5+\r\n ResourceName: string, // FOCUS 0.5+\r\n ResourceType: string, // FOCUS 1.0-preview+\r\n ServiceCategory: string, // FOCUS 0.5+\r\n ServiceName: string, // FOCUS 0.5+\r\n SkuId: string, // FOCUS 1.0-preview+\r\n SkuPriceId: string, // FOCUS 1.0-preview+\r\n SubAccountId: string, // FOCUS 0.5+\r\n SubAccountName: string, // FOCUS 0.5+\r\n SubAccountType: string, // Azure 1.0-preview(v1)+\r\n Tags: string, // FOCUS 1.0-preview+\r\n UsageAmount: decimal, // GCP Jan 2024 -- Removed Mar 2024 (UsageQuantity)\r\n UsageQuantity: decimal, // FOCUS 1.0-preview only\r\n UsageUnit: string, // FOCUS 1.0-preview only\r\n x_AccountId: string, // Azure 1.0-preview(v1)+\r\n x_AccountName: string, // Azure 1.0-preview(v1)+\r\n x_AccountOwnerId: string, // Azure 1.0-preview(v1)+\r\n x_BilledCostInUsd: decimal, // Azure 1.0-preview(v1)+\r\n x_BilledUnitPrice: decimal, // Azure 1.0-preview(v1)+\r\n x_BillingAccountId: string, // Azure 1.0-preview(v1)+\r\n x_BillingAccountName: string, // Azure 1.0-preview(v1)+\r\n x_BillingExchangeRate: decimal, // Azure 1.0-preview(v1)+\r\n x_BillingExchangeRateDate: datetime, // Azure 1.0-preview(v1)+\r\n x_BillingProfileId: string, // Azure 1.0-preview(v1)+\r\n x_BillingProfileName: string, // Azure 1.0-preview(v1)+\r\n x_ChargeId: string, // Azure 1.0-preview(v1) only\r\n x_ContractedCostInUsd: decimal, // Azure 1.0+\r\n x_Cost: decimal, // GCP Jan 2024 -- Removed Jun 2024 (ContractedCost)\r\n x_CostAllocationRuleName: string, // Azure 1.0-preview(v1)+\r\n x_CostCategories: string, // AWS 1.0 (JSON)\r\n x_CostCenter: string, // Azure 1.0-preview(v1)+\r\n x_Credits: string, // GCP Jan 2024\r\n x_CostType: string, // GCP Jan 2024\r\n x_CurrencyConversionRate: decimal, // GCP Jun 2024\r\n x_CustomerId: string, // Azure 1.0-preview(v1)+\r\n x_CustomerName: string, // Azure 1.0-preview(v1)+\r\n x_Discount: string, // AWS 1.0 (JSON)\r\n x_EffectiveCostInUsd: decimal, // Azure 1.0-preview(v1)+\r\n x_EffectiveUnitPrice: decimal, // Azure 1.0-preview(v1)+\r\n x_ExportTime: datetime, // GCP Jan 2024\r\n x_InvoiceId: string, // Azure 1.0-preview(v1)+\r\n x_InvoiceIssuerId: string, // Azure 1.0-preview(v1)+\r\n x_InvoiceSectionId: string, // Azure 1.0-preview(v1)+\r\n x_InvoiceSectionName: string, // Azure 1.0-preview(v1)+\r\n x_ListCostInUsd: decimal, // Azure 1.0-preview(v1)+\r\n x_Location: string, // GCP Jan 2024\r\n x_OnDemandCost: decimal, // Azure 1.0-preview(v1) only\r\n x_OnDemandCostInUsd: decimal, // Azure 1.0-preview(v1) only\r\n x_OnDemandUnitPrice: decimal, // Azure 1.0-preview(v1) only\r\n x_Operation: string, // AWS 1.0\r\n x_PartnerCreditApplied: string, // Azure 1.0-preview(v1)+\r\n x_PartnerCreditRate: string, // Azure 1.0-preview(v1)+\r\n x_PricingBlockSize: decimal, // Azure 1.0-preview(v1)+\r\n x_PricingCurrency: string, // Azure 1.0-preview(v1)+\r\n x_PricingSubcategory: string, // Azure 1.0-preview(v1)+\r\n x_PricingUnitDescription: string, // Azure 1.0-preview(v1)+\r\n x_Project: string, // GCP Jan 2024\r\n x_PublisherCategory: string, // Azure 1.0-preview(v1)+\r\n x_PublisherId: string, // Azure 1.0-preview(v1)+\r\n x_ResellerId: string, // Azure 1.0-preview(v1)+\r\n x_ResellerName: string, // Azure 1.0-preview(v1)+\r\n x_ResourceGroupName: string, // Azure 1.0-preview(v1)+\r\n x_ResourceType: string, // Azure 1.0-preview(v1)+\r\n x_ServiceCode: string, // AWS 1.0\r\n x_ServiceId: string, // GCP Jan 2024\r\n x_ServicePeriodEnd: datetime, // Azure 1.0-preview(v1)+\r\n x_ServicePeriodStart: datetime, // Azure 1.0-preview(v1)+\r\n x_SkuDescription: string, // Azure 1.0-preview(v1)+\r\n x_SkuDetails: string, // Azure 1.0-preview(v1)+\r\n x_SkuIsCreditEligible: bool, // Azure 1.0-preview(v1)+ \r\n x_SkuMeterCategory: string, // Azure 1.0-preview(v1)+\r\n x_SkuMeterId: string, // Azure 1.0-preview(v1)+\r\n x_SkuMeterName: string, // Azure 1.0-preview(v1)+\r\n x_SkuMeterSubcategory: string, // Azure 1.0-preview(v1)+\r\n x_SkuOfferId: string, // Azure 1.0-preview(v1)+\r\n x_SkuOrderId: string, // Azure 1.0-preview(v1)+\r\n x_SkuOrderName: string, // Azure 1.0-preview(v1)+\r\n x_SkuPartNumber: string, // Azure 1.0-preview(v1)+\r\n x_SkuRegion: string, // Azure 1.0-preview(v1)+\r\n x_SkuServiceFamily: string, // Azure 1.0-preview(v1)+\r\n x_SkuTerm: int, // Azure 1.0-preview(v1)+\r\n x_SkuTier: string, // Azure 1.0-preview(v1)+ \r\n x_SourceName: string, // Hubs add-on\r\n x_SourceProvider: string, // Hubs add-on\r\n x_SourceType: string, // Hubs add-on\r\n x_SourceVersion: string, // Hubs add-on\r\n x_UsageType: string // AWS 1.0\r\n)\r\n\r\n// Costs_raw ingestion mapping\r\n.create-or-alter table Costs_raw ingestion parquet mapping \"Costs_raw_mapping\"\r\n```\r\n[\r\n { \"Column\": \"AvailabilityZone\", \"Properties\": { \"Field\": \"AvailabilityZone\" } },\r\n { \"Column\": \"BilledCost\", \"Properties\": { \"Field\": \"BilledCost\" } },\r\n { \"Column\": \"BillingAccountId\", \"Properties\": { \"Field\": \"BillingAccountId\" } },\r\n { \"Column\": \"BillingAccountName\", \"Properties\": { \"Field\": \"BillingAccountName\" } },\r\n { \"Column\": \"BillingAccountType\", \"Properties\": { \"Field\": \"BillingAccountType\" } },\r\n { \"Column\": \"BillingCurrency\", \"Properties\": { \"Field\": \"BillingCurrency\" } },\r\n { \"Column\": \"BillingPeriodEnd\", \"Properties\": { \"Field\": \"BillingPeriodEnd\" } },\r\n { \"Column\": \"BillingPeriodStart\", \"Properties\": { \"Field\": \"BillingPeriodStart\" } },\r\n { \"Column\": \"ChargeCategory\", \"Properties\": { \"Field\": \"ChargeCategory\" } },\r\n { \"Column\": \"ChargeClass\", \"Properties\": { \"Field\": \"ChargeClass\" } },\r\n { \"Column\": \"ChargeDescription\", \"Properties\": { \"Field\": \"ChargeDescription\" } },\r\n { \"Column\": \"ChargeFrequency\", \"Properties\": { \"Field\": \"ChargeFrequency\" } },\r\n { \"Column\": \"ChargePeriodEnd\", \"Properties\": { \"Field\": \"ChargePeriodEnd\" } },\r\n { \"Column\": \"ChargePeriodStart\", \"Properties\": { \"Field\": \"ChargePeriodStart\" } },\r\n { \"Column\": \"ChargeSubcategory\", \"Properties\": { \"Field\": \"ChargeSubcategory\" } },\r\n { \"Column\": \"CommitmentDiscountCategory\", \"Properties\": { \"Field\": \"CommitmentDiscountCategory\" } },\r\n { \"Column\": \"CommitmentDiscountId\", \"Properties\": { \"Field\": \"CommitmentDiscountId\" } },\r\n { \"Column\": \"CommitmentDiscountName\", \"Properties\": { \"Field\": \"CommitmentDiscountName\" } },\r\n { \"Column\": \"CommitmentDiscountStatus\", \"Properties\": { \"Field\": \"CommitmentDiscountStatus\" } },\r\n { \"Column\": \"CommitmentDiscountType\", \"Properties\": { \"Field\": \"CommitmentDiscountType\" } },\r\n { \"Column\": \"ConsumedQuantity\", \"Properties\": { \"Field\": \"ConsumedQuantity\" } },\r\n { \"Column\": \"ConsumedUnit\", \"Properties\": { \"Field\": \"ConsumedUnit\" } },\r\n { \"Column\": \"ContractedCost\", \"Properties\": { \"Field\": \"ContractedCost\" } },\r\n { \"Column\": \"ContractedUnitPrice\", \"Properties\": { \"Field\": \"ContractedUnitPrice\" } },\r\n { \"Column\": \"EffectiveCost\", \"Properties\": { \"Field\": \"EffectiveCost\" } },\r\n { \"Column\": \"InvoiceIssuerName\", \"Properties\": { \"Field\": \"InvoiceIssuerName\" } },\r\n { \"Column\": \"ListCost\", \"Properties\": { \"Field\": \"ListCost\" } },\r\n { \"Column\": \"ListUnitPrice\", \"Properties\": { \"Field\": \"ListUnitPrice\" } },\r\n { \"Column\": \"PricingCategory\", \"Properties\": { \"Field\": \"PricingCategory\" } },\r\n { \"Column\": \"PricingQuantity\", \"Properties\": { \"Field\": \"PricingQuantity\" } },\r\n { \"Column\": \"PricingUnit\", \"Properties\": { \"Field\": \"PricingUnit\" } },\r\n { \"Column\": \"ProviderName\", \"Properties\": { \"Field\": \"ProviderName\" } },\r\n { \"Column\": \"PublisherName\", \"Properties\": { \"Field\": \"PublisherName\" } },\r\n { \"Column\": \"Region\", \"Properties\": { \"Field\": \"Region\" } },\r\n { \"Column\": \"RegionId\", \"Properties\": { \"Field\": \"RegionId\" } },\r\n { \"Column\": \"RegionName\", \"Properties\": { \"Field\": \"RegionName\" } },\r\n { \"Column\": \"ResourceId\", \"Properties\": { \"Field\": \"ResourceId\" } },\r\n { \"Column\": \"ResourceName\", \"Properties\": { \"Field\": \"ResourceName\" } },\r\n { \"Column\": \"ResourceType\", \"Properties\": { \"Field\": \"ResourceType\" } },\r\n { \"Column\": \"ServiceCategory\", \"Properties\": { \"Field\": \"ServiceCategory\" } },\r\n { \"Column\": \"ServiceName\", \"Properties\": { \"Field\": \"ServiceName\" } },\r\n { \"Column\": \"SkuId\", \"Properties\": { \"Field\": \"SkuId\" } },\r\n { \"Column\": \"SkuPriceId\", \"Properties\": { \"Field\": \"SkuPriceId\" } },\r\n { \"Column\": \"SubAccountId\", \"Properties\": { \"Field\": \"SubAccountId\" } },\r\n { \"Column\": \"SubAccountName\", \"Properties\": { \"Field\": \"SubAccountName\" } },\r\n { \"Column\": \"SubAccountType\", \"Properties\": { \"Field\": \"SubAccountType\" } },\r\n { \"Column\": \"Tags\", \"Properties\": { \"Field\": \"Tags\" } },\r\n { \"Column\": \"UsageAmount\", \"Properties\": { \"Field\": \"UsageAmount\" } },\r\n { \"Column\": \"UsageQuantity\", \"Properties\": { \"Field\": \"UsageQuantity\" } },\r\n { \"Column\": \"UsageUnit\", \"Properties\": { \"Field\": \"UsageUnit\" } },\r\n { \"Column\": \"x_AccountId\", \"Properties\": { \"Field\": \"x_AccountId\" } },\r\n { \"Column\": \"x_AccountName\", \"Properties\": { \"Field\": \"x_AccountName\" } },\r\n { \"Column\": \"x_AccountOwnerId\", \"Properties\": { \"Field\": \"x_AccountOwnerId\" } },\r\n { \"Column\": \"x_BilledCostInUsd\", \"Properties\": { \"Field\": \"x_BilledCostInUsd\" } },\r\n { \"Column\": \"x_BilledUnitPrice\", \"Properties\": { \"Field\": \"x_BilledUnitPrice\" } },\r\n { \"Column\": \"x_BillingAccountId\", \"Properties\": { \"Field\": \"x_BillingAccountId\" } },\r\n { \"Column\": \"x_BillingAccountName\", \"Properties\": { \"Field\": \"x_BillingAccountName\" } },\r\n { \"Column\": \"x_BillingExchangeRate\", \"Properties\": { \"Field\": \"x_BillingExchangeRate\" } },\r\n { \"Column\": \"x_BillingExchangeRateDate\", \"Properties\": { \"Field\": \"x_BillingExchangeRateDate\" } },\r\n { \"Column\": \"x_BillingProfileId\", \"Properties\": { \"Field\": \"x_BillingProfileId\" } },\r\n { \"Column\": \"x_BillingProfileName\", \"Properties\": { \"Field\": \"x_BillingProfileName\" } },\r\n { \"Column\": \"x_ChargeId\", \"Properties\": { \"Field\": \"x_ChargeId\" } },\r\n { \"Column\": \"x_ContractedCostInUsd\", \"Properties\": { \"Field\": \"x_ContractedCostInUsd\" } },\r\n { \"Column\": \"x_Cost\", \"Properties\": { \"Field\": \"x_Cost\" } },\r\n { \"Column\": \"x_CostAllocationRuleName\", \"Properties\": { \"Field\": \"x_CostAllocationRuleName\" } },\r\n { \"Column\": \"x_CostCategories\", \"Properties\": { \"Field\": \"x_CostCategories\" } },\r\n { \"Column\": \"x_CostCenter\", \"Properties\": { \"Field\": \"x_CostCenter\" } },\r\n { \"Column\": \"x_Credits\", \"Properties\": { \"Field\": \"x_Credits\" } },\r\n { \"Column\": \"x_CostType\", \"Properties\": { \"Field\": \"x_CostType\" } },\r\n { \"Column\": \"x_CurrencyConversionRate\", \"Properties\": { \"Field\": \"x_CurrencyConversionRate\" } },\r\n { \"Column\": \"x_CustomerId\", \"Properties\": { \"Field\": \"x_CustomerId\" } },\r\n { \"Column\": \"x_CustomerName\", \"Properties\": { \"Field\": \"x_CustomerName\" } },\r\n { \"Column\": \"x_Discount\", \"Properties\": { \"Field\": \"x_Discount\" } },\r\n { \"Column\": \"x_EffectiveCostInUsd\", \"Properties\": { \"Field\": \"x_EffectiveCostInUsd\" } },\r\n { \"Column\": \"x_EffectiveUnitPrice\", \"Properties\": { \"Field\": \"x_EffectiveUnitPrice\" } },\r\n { \"Column\": \"x_ExportTime\", \"Properties\": { \"Field\": \"x_ExportTime\" } },\r\n { \"Column\": \"x_InvoiceId\", \"Properties\": { \"Field\": \"x_InvoiceId\" } },\r\n { \"Column\": \"x_InvoiceIssuerId\", \"Properties\": { \"Field\": \"x_InvoiceIssuerId\" } },\r\n { \"Column\": \"x_InvoiceSectionId\", \"Properties\": { \"Field\": \"x_InvoiceSectionId\" } },\r\n { \"Column\": \"x_InvoiceSectionName\", \"Properties\": { \"Field\": \"x_InvoiceSectionName\" } },\r\n { \"Column\": \"x_ListCostInUsd\", \"Properties\": { \"Field\": \"x_ListCostInUsd\" } },\r\n { \"Column\": \"x_Location\", \"Properties\": { \"Field\": \"x_Location\" } },\r\n { \"Column\": \"x_OnDemandCost\", \"Properties\": { \"Field\": \"x_OnDemandCost\" } },\r\n { \"Column\": \"x_OnDemandCostInUsd\", \"Properties\": { \"Field\": \"x_OnDemandCostInUsd\" } },\r\n { \"Column\": \"x_OnDemandUnitPrice\", \"Properties\": { \"Field\": \"x_OnDemandUnitPrice\" } },\r\n { \"Column\": \"x_Operation\", \"Properties\": { \"Field\": \"x_Operation\" } },\r\n { \"Column\": \"x_PartnerCreditApplied\", \"Properties\": { \"Field\": \"x_PartnerCreditApplied\" } },\r\n { \"Column\": \"x_PartnerCreditRate\", \"Properties\": { \"Field\": \"x_PartnerCreditRate\" } },\r\n { \"Column\": \"x_PricingBlockSize\", \"Properties\": { \"Field\": \"x_PricingBlockSize\" } },\r\n { \"Column\": \"x_PricingCurrency\", \"Properties\": { \"Field\": \"x_PricingCurrency\" } },\r\n { \"Column\": \"x_PricingSubcategory\", \"Properties\": { \"Field\": \"x_PricingSubcategory\" } },\r\n { \"Column\": \"x_PricingUnitDescription\", \"Properties\": { \"Field\": \"x_PricingUnitDescription\" } },\r\n { \"Column\": \"x_Project\", \"Properties\": { \"Field\": \"x_Project\" } },\r\n { \"Column\": \"x_PublisherCategory\", \"Properties\": { \"Field\": \"x_PublisherCategory\" } },\r\n { \"Column\": \"x_PublisherId\", \"Properties\": { \"Field\": \"x_PublisherId\" } },\r\n { \"Column\": \"x_ResellerId\", \"Properties\": { \"Field\": \"x_ResellerId\" } },\r\n { \"Column\": \"x_ResellerName\", \"Properties\": { \"Field\": \"x_ResellerName\" } },\r\n { \"Column\": \"x_ResourceGroupName\", \"Properties\": { \"Field\": \"x_ResourceGroupName\" } },\r\n { \"Column\": \"x_ResourceType\", \"Properties\": { \"Field\": \"x_ResourceType\" } },\r\n { \"Column\": \"x_ServiceCode\", \"Properties\": { \"Field\": \"x_ServiceCode\" } },\r\n { \"Column\": \"x_ServiceId\", \"Properties\": { \"Field\": \"x_ServiceId\" } },\r\n { \"Column\": \"x_ServicePeriodEnd\", \"Properties\": { \"Field\": \"x_ServicePeriodEnd\" } },\r\n { \"Column\": \"x_ServicePeriodStart\", \"Properties\": { \"Field\": \"x_ServicePeriodStart\" } },\r\n { \"Column\": \"x_SkuDescription\", \"Properties\": { \"Field\": \"x_SkuDescription\" } },\r\n { \"Column\": \"x_SkuDetails\", \"Properties\": { \"Field\": \"x_SkuDetails\" } },\r\n { \"Column\": \"x_SkuIsCreditEligible\", \"Properties\": { \"Field\": \"x_SkuIsCreditEligible\" } },\r\n { \"Column\": \"x_SkuMeterCategory\", \"Properties\": { \"Field\": \"x_SkuMeterCategory\" } },\r\n { \"Column\": \"x_SkuMeterId\", \"Properties\": { \"Field\": \"x_SkuMeterId\" } },\r\n { \"Column\": \"x_SkuMeterName\", \"Properties\": { \"Field\": \"x_SkuMeterName\" } },\r\n { \"Column\": \"x_SkuMeterSubcategory\", \"Properties\": { \"Field\": \"x_SkuMeterSubcategory\" } },\r\n { \"Column\": \"x_SkuOfferId\", \"Properties\": { \"Field\": \"x_SkuOfferId\" } },\r\n { \"Column\": \"x_SkuOrderId\", \"Properties\": { \"Field\": \"x_SkuOrderId\" } },\r\n { \"Column\": \"x_SkuOrderName\", \"Properties\": { \"Field\": \"x_SkuOrderName\" } },\r\n { \"Column\": \"x_SkuPartNumber\", \"Properties\": { \"Field\": \"x_SkuPartNumber\" } },\r\n { \"Column\": \"x_SkuRegion\", \"Properties\": { \"Field\": \"x_SkuRegion\" } },\r\n { \"Column\": \"x_SkuServiceFamily\", \"Properties\": { \"Field\": \"x_SkuServiceFamily\" } },\r\n { \"Column\": \"x_SkuTerm\", \"Properties\": { \"Field\": \"x_SkuTerm\" } },\r\n { \"Column\": \"x_SkuTier\", \"Properties\": { \"Field\": \"x_SkuTier\" } },\r\n { \"Column\": \"x_SourceName\", \"Properties\": { \"Field\": \"x_SourceName\" } },\r\n { \"Column\": \"x_SourceProvider\", \"Properties\": { \"Field\": \"x_SourceProvider\" } },\r\n { \"Column\": \"x_SourceType\", \"Properties\": { \"Field\": \"x_SourceType\" } },\r\n { \"Column\": \"x_SourceVersion\", \"Properties\": { \"Field\": \"x_SourceVersion\" } },\r\n { \"Column\": \"x_UsageType\", \"Properties\": { \"Field\": \"x_UsageType\" } }\r\n]\r\n```\r\n\r\n// Costs_raw retention policy\r\n.alter-merge table Costs_raw policy retention softdelete = $$rawRetentionInDays$$d recoverability = disabled\r\n\r\n//----------------------------------------------------------------------------------------------------------------------\r\n\r\n// Costs_transform_v1_0 function\r\n.create-or-alter function\r\nwith (docstring='All costs transformed to FOCUS 1.0.', folder='Costs')\r\nCosts_transform_v1_0()\r\n{\r\n // NOTE: All open issues and questions are tracked @ https://github.com/microsoft/finops-toolkit/issues/1111\r\n Costs_raw\r\n //\r\n // Dedupe rows\r\n | extend x_IngestionTime = ingestion_time()\r\n | extend x_ChargeId = ''\r\n // TODO: Consider adding a unique charge ID per row\r\n // hash_sha256(strcat(\r\n // // DO NOT CHANGE COLUMNS OR COLUMN ORDER\r\n // // 1. Resource hierarchy (including resource name), highest to lowest\r\n // BillingAccountId,\r\n // x_InvoiceSectionId,\r\n // x_AccountOwnerId,\r\n // SubAccountId,\r\n // x_ResourceGroupName,\r\n // ResourceName,\r\n // // 2. Resource details\r\n // ResourceId,\r\n // RegionId,\r\n // Tags,\r\n // CommitmentDiscountId,\r\n // x_CostCenter,\r\n // // 4. Meter details\r\n // SkuPriceId,\r\n // x_SkuMeterId,\r\n // x_SkuPartNumber,\r\n // x_SkuOfferId,\r\n // x_SkuDetails,\r\n // // 5. Date\r\n // ChargePeriodStart\r\n // ))\r\n //\r\n // Identify data quality issues\r\n | extend x_SourceChanges = trim_end(',', strcat(\r\n iff(ChargeCategory == 'Purchase' and isnotempty(CommitmentDiscountId) and ChargeFrequency == 'Usage-Based', 'InvalidChargeFrequency,', ''),\r\n iff(ChargeCategory == 'Purchase' and isnotempty(CommitmentDiscountId) and EffectiveCost > 0, 'InvalidEffectiveCost,', ''),\r\n iff((isempty(ContractedCost) or ContractedCost == 0) and EffectiveCost != 0, 'MissingContractedCost,', ''),\r\n iff((isempty(ContractedUnitPrice) or ContractedUnitPrice == 0) and x_EffectiveUnitPrice != 0, 'MissingContractedUnitPrice,', ''),\r\n iff((isempty(ListCost) or ListCost == 0) and (ContractedCost != 0 or EffectiveCost != 0), 'MissingListCost,', ''),\r\n iff((isempty(ListUnitPrice) or ListUnitPrice == 0) and (ContractedUnitPrice != 0 or x_EffectiveUnitPrice != 0), 'MissingListUnitPrice,', ''),\r\n iff(isempty(ProviderName), 'MissingProviderName,', ''),\r\n iff(isempty(PublisherName), 'MissingPublisherName,', ''),\r\n iff(ChargeCategory == 'Purchase' and isnotempty(CommitmentDiscountId) and isempty(ResourceId), 'MissingResourceId,', ''),\r\n iff(ChargeCategory == 'Purchase' and isnotempty(CommitmentDiscountId) and isempty(ResourceName), 'MissingResourceName,', ''),\r\n iff(ChargeCategory == 'Purchase' and isnotempty(CommitmentDiscountId) and isempty(ResourceType), 'MissingResourceType,', ''),\r\n iff(BilledCost > 0 and x_BilledUnitPrice == 0, 'MissingXBilledUnitPrice,', ''),\r\n iff(ChargeCategory == 'Purchase' and isnotempty(CommitmentDiscountId) and isempty(x_ResourceType), 'MissingXResourceType,', ''),\r\n iff(PricingCategory == 'Standard' and isnotempty(CommitmentDiscountId) and ChargeCategory == 'Usage', 'PricingCategoryShouldBeCommitted,', ''),\r\n iff(x_SkuTerm == '1Year' or x_SkuTerm == '3Years' or x_SkuTerm == '5Years', 'SkuTermShouldBeAnInteger,', '')\r\n ))\r\n //\r\n // Fix columns needed in other changes\r\n | extend ProviderName = case(\r\n isnotempty(ProviderName), ProviderName,\r\n isnotempty(coalesce(x_CostCategories, x_Discount, x_Operation, x_ServiceCode, x_UsageType)), 'AWS',\r\n isnotempty(coalesce(tostring(UsageAmount), tostring(x_Cost), x_Credits, x_CostType, tostring(x_CurrencyConversionRate), tostring(x_ExportTime), x_Project, x_ServiceId)), 'GCP',\r\n isnotempty(coalesce(x_BillingProfileId, x_InvoiceSectionId)), 'Microsoft',\r\n ''\r\n )\r\n //\r\n // Identify source\r\n | extend x_SourceName = coalesce(x_SourceName, iff(isnotempty(x_BillingProfileId), 'Cost Management', ProviderName))\r\n | extend x_SourceProvider = coalesce(x_SourceProvider, ProviderName)\r\n | extend x_SourceType = coalesce(x_SourceType, iff(isnotempty(x_BillingProfileId), 'FocusCost', ''))\r\n | extend x_SourceVersion = coalesce(x_SourceVersion, case(\r\n isnotempty(coalesce(ChargeClass, CommitmentDiscountStatus, tostring(ConsumedQuantity), ConsumedUnit, tostring(ContractedCost), tostring(ContractedUnitPrice), RegionId, RegionName)), '1.0',\r\n isnotempty(coalesce(ChargeSubcategory, Region, tostring(UsageQuantity), UsageUnit)), iff(ProviderName == 'Microsoft', '1.0-preview(v1)', '1.0-preview'),\r\n ''\r\n ))\r\n // Append version check error code\r\n | extend x_SourceChanges = iff(x_SourceVersion == '1.0', x_SourceChanges,\r\n strcat(x_SourceChanges, iff(isempty(x_SourceChanges), '', ','), iff(x_SourceVersion == '', 'UnknownFocusVersion', 'LegacyFocusVersion'))\r\n )\r\n //\r\n // Populate missing prices -- mapping to on-demand prices requires meter ID and offer ID\r\n | extend tmp_MissingPrices = ProviderName == 'Microsoft'\r\n and (ListUnitPrice == 0 or ContractedUnitPrice == 0)\r\n and x_EffectiveUnitPrice != 0\r\n and not(CommitmentDiscountCategory == 'Spend' and CommitmentDiscountStatus == 'Unused')\r\n and isnotempty(strcat(x_SkuMeterId, x_SkuOfferId))\r\n | as allCosts\r\n | where tmp_MissingPrices\r\n | extend tmp_ReservationPriceLookupKey = strcat(x_BillingProfileId, substring(ChargePeriodStart, 0, 7), x_SkuMeterId, x_SkuOfferId)\r\n | as costsWithMissingPrices\r\n | join kind=leftouter (\r\n Prices_final_v1_0\r\n | extend tmp_ReservationPriceLookupKey = strcat(x_BillingProfileId, substring(x_EffectivePeriodStart, 0, 7), x_SkuMeterId, x_SkuOfferId)\r\n | where x_SkuPriceType == 'Consumption' and tmp_ReservationPriceLookupKey in ((costsWithMissingPrices | summarize by tmp_ReservationPriceLookupKey))\r\n | summarize ListUnitPrice = min(ListUnitPrice), ContractedUnitPrice = min(ContractedUnitPrice) by tmp_ReservationPriceLookupKey, x_PricingBlockSize, PricingUnit\r\n ) on tmp_ReservationPriceLookupKey\r\n // Select the best price to use for each row\r\n | extend ContractedUnitPrice = case(\r\n // If price is already correct, keep that\r\n ContractedUnitPrice != 0 or x_EffectiveUnitPrice == 0, ContractedUnitPrice,\r\n // If both prices use the same scale, use the new one\r\n PricingUnit == PricingUnit1 and x_PricingBlockSize == x_PricingBlockSize1, ContractedUnitPrice1 * x_BillingExchangeRate,\r\n // If prices are the same unit but not the same scale, use the new one but correct the scale\r\n PricingUnit == PricingUnit1 and x_PricingBlockSize != x_PricingBlockSize1 and isnotempty(x_PricingBlockSize) and isnotempty(x_PricingBlockSize1), ContractedUnitPrice1 * x_BillingExchangeRate / x_PricingBlockSize1 * x_PricingBlockSize,\r\n // If billed price is available, assume the billed price is the same as contracted price to support aggregations\r\n isnotempty(x_BilledUnitPrice) and x_BilledUnitPrice != 0, x_EffectiveUnitPrice,\r\n // Otherwise, assume the effective price is the same as contracted price to support aggregations\r\n x_EffectiveUnitPrice\r\n )\r\n | extend ListUnitPrice = case(\r\n // If price is already correct, keep that\r\n ListUnitPrice != 0 or x_EffectiveUnitPrice == 0, ListUnitPrice,\r\n // If both prices use the same scale, use the new one\r\n PricingUnit == PricingUnit1 and x_PricingBlockSize == x_PricingBlockSize1, ListUnitPrice1 * x_BillingExchangeRate,\r\n // If prices are the same unit but not the same scale, use the new one but correct the scale\r\n PricingUnit == PricingUnit1 and x_PricingBlockSize != x_PricingBlockSize1 and isnotempty(x_PricingBlockSize) and isnotempty(x_PricingBlockSize1), ListUnitPrice1 * x_BillingExchangeRate / x_PricingBlockSize1 * x_PricingBlockSize,\r\n // Otherwise, assume the contracted price is the same as list price to support aggregations\r\n ContractedUnitPrice\r\n )\r\n // Calculate missing costs based on new prices -- If cost is already correct, keep that; if not and price is available, recalculate the cost; otherwise, keep the existing cost\r\n | extend ListCost = case(ListCost != 0 or EffectiveCost == 0, ListCost, ListUnitPrice != 0, ListUnitPrice * PricingQuantity, ListCost)\r\n | extend ContractedCost = case(ContractedCost != 0 or EffectiveCost == 0, ContractedCost, ContractedUnitPrice != 0, ContractedUnitPrice * PricingQuantity, ContractedCost)\r\n // Merge the rest of the unmodified cost records and remove excess columns\r\n | union (allCosts | where not(tmp_MissingPrices))\r\n | project-away x_PricingBlockSize1, PricingUnit1, ListUnitPrice1, ContractedUnitPrice1, tmp_MissingPrices, tmp_ReservationPriceLookupKey, tmp_ReservationPriceLookupKey1\r\n //\r\n // BUG: Fix ContractedCost that has bad values\r\n | extend ContractedCost = iff(ProviderName == 'Microsoft' and isnotempty(PricingQuantity) and isnotempty(x_PricingBlockSize) and ContractedCost != ContractedUnitPrice * PricingQuantity, ContractedUnitPrice * PricingQuantity, ContractedCost)\r\n //\r\n // Handle FOCUS 1.0-preview UsageQuantity/Unit\r\n | extend ConsumedQuantity = iff(ChargeCategory == 'Usage', coalesce(ConsumedQuantity, UsageQuantity, UsageAmount), todecimal(''))\r\n | extend ConsumedUnit = iff(ChargeCategory == 'Usage' and isnotempty(ConsumedQuantity), coalesce(ConsumedUnit, UsageUnit, 'Units'), '')\r\n //\r\n // Convert IDs to lowercase for consistency\r\n | extend CommitmentDiscountId = tolower(CommitmentDiscountId)\r\n //\r\n // BUG: Remove EffectiveCost for commitment discount purchases\r\n | extend EffectiveCost = iff(ChargeCategory == 'Purchase' and isnotempty(CommitmentDiscountId), decimal(0), EffectiveCost)\r\n | extend x_EffectiveCostInUsd = iff(ChargeCategory == 'Purchase' and isnotempty(CommitmentDiscountId), decimal(0), x_EffectiveCostInUsd)\r\n //\r\n // Clean up resource columns\r\n | extend ResourceId = case(\r\n isnotempty(ResourceId), ResourceId,\r\n ChargeCategory == 'Purchase' and isnotempty(CommitmentDiscountId), CommitmentDiscountId,\r\n ResourceId)\r\n | extend ResourceName = tolower(case(\r\n isnotempty(ResourceName), ResourceName,\r\n ChargeCategory == 'Purchase' and isnotempty(CommitmentDiscountName), CommitmentDiscountName,\r\n isnotempty(ResourceId), parse_resourceid(ResourceId).ResourceName,\r\n ResourceName))\r\n | extend x_ResourceType = case(\r\n isnotempty(x_ResourceType), x_ResourceType,\r\n isnotempty(ResourceId), parse_resourceid(ResourceId).x_ResourceType,\r\n x_ResourceType)\r\n | extend ResourceType = case(\r\n // Use existing resource type display name unless it's an internal resource type ID\r\n isnotempty(ResourceType) and tolower(ResourceType) != tolower(x_ResourceType) and ResourceType !contains '/', ResourceType,\r\n // Use CommitmentDisocuntType for commitment discount purchases\r\n ChargeCategory == 'Purchase' and isnotempty(CommitmentDiscountType), CommitmentDiscountType,\r\n // Look up display name from internal type\r\n isnotempty(x_ResourceType), coalesce(resource_type(x_ResourceType).SingularDisplayName, ResourceType, x_ResourceType),\r\n ResourceType)\r\n //\r\n // Sort columns and apply final transforms\r\n | project\r\n AvailabilityZone,\r\n BilledCost,\r\n BillingAccountId,\r\n BillingAccountName,\r\n BillingAccountType,\r\n BillingCurrency,\r\n BillingPeriodEnd,\r\n BillingPeriodStart,\r\n ChargeCategory = case(\r\n // Handle FOCUS 1.0-preview ChargeSubcategory\r\n ChargeSubcategory == 'Credit', 'Credit',\r\n ChargeSubcategory == 'Refund', 'Purchase', // We are assuming purchase refunds since we don't have data to indicate usage refunds\r\n ChargeCategory\r\n ),\r\n ChargeClass = case(ChargeSubcategory == 'Refund', 'Correction', ChargeClass),\r\n ChargeDescription,\r\n // BUG: ChargeFrequency shows \"Usage-Based\" for monthly recurring savings plan purchases\r\n ChargeFrequency = iff(ChargeCategory == 'Purchase' and isnotempty(CommitmentDiscountId) and ChargeFrequency == 'Usage-Based' and ProviderName == 'Microsoft' and x_SourceVersion startswith '1.0', 'Recurring', ChargeFrequency),\r\n ChargePeriodEnd,\r\n ChargePeriodStart,\r\n CommitmentDiscountCategory,\r\n CommitmentDiscountId,\r\n CommitmentDiscountName,\r\n CommitmentDiscountStatus = case(\r\n // Handle FOCUS 1.0-preview ChargeSubcategory\r\n ChargeSubcategory == 'Used Commitment', 'Used',\r\n ChargeSubcategory == 'Unused Commitment', 'Unused',\r\n CommitmentDiscountStatus\r\n ),\r\n CommitmentDiscountType,\r\n ConsumedQuantity,\r\n ConsumedUnit,\r\n ContractedCost = coalesce(ContractedCost, x_OnDemandCost, x_Cost),\r\n ContractedUnitPrice = coalesce(ContractedUnitPrice, x_OnDemandUnitPrice),\r\n EffectiveCost,\r\n InvoiceIssuerName,\r\n ListCost,\r\n ListUnitPrice,\r\n PricingCategory = case(\r\n // Handle FOCUS 1.0-preview PricingCategory values\r\n PricingCategory == 'On-Demand', 'Standard',\r\n PricingCategory == 'Commitment-Based', 'Committed',\r\n PricingCategory\r\n ),\r\n PricingQuantity,\r\n PricingUnit,\r\n ProviderName,\r\n // Handle missing PublisherName values\r\n PublisherName = case(PublisherName == 'Microsoft Corporation', 'Microsoft', isnotempty(PublisherName), PublisherName, x_PublisherCategory == 'Cloud Provider', ProviderName, ''),\r\n // Handle FOCUS 1.0-preview Region column\r\n RegionId = coalesce(RegionId, iff(ProviderName == 'Microsoft', replace_string(tolower(Region), ' ', ''), Region)),\r\n RegionName = coalesce(RegionName, Region),\r\n ResourceId,\r\n ResourceName,\r\n ResourceType,\r\n ServiceCategory,\r\n ServiceName,\r\n SkuId,\r\n SkuPriceId,\r\n SubAccountId,\r\n SubAccountName,\r\n SubAccountType, // Azure 1.0-preview(v1)+\r\n Tags = parse_json(Tags),\r\n x_AccountId, // Azure 1.0-preview(v1)+\r\n x_AccountName, // Azure 1.0-preview(v1)+\r\n x_AccountOwnerId, // Azure 1.0-preview(v1)+\r\n x_BilledCostInUsd, // Azure 1.0-preview(v1)+\r\n x_BilledUnitPrice, // Azure 1.0-preview(v1)+\r\n x_BillingAccountAgreement = case(\r\n ProviderName == 'Microsoft' and x_BillingAccountId == x_BillingProfileId, 'EA',\r\n ProviderName == 'Microsoft' and x_BillingAccountId != x_BillingProfileId, 'MCA',\r\n ProviderName\r\n ), // Hubs add-on\r\n x_BillingAccountId, // Azure 1.0-preview(v1)+\r\n x_BillingAccountName, // Azure 1.0-preview(v1)+\r\n x_BillingExchangeRate, // Azure 1.0-preview(v1)+\r\n x_BillingExchangeRateDate, // Azure 1.0-preview(v1)+\r\n x_BillingProfileId, // Azure 1.0-preview(v1)+\r\n x_BillingProfileName, // Azure 1.0-preview(v1)+\r\n x_ChargeId, // Azure 1.0-preview(v1) only\r\n x_ContractedCostInUsd = coalesce(x_ContractedCostInUsd, x_OnDemandCostInUsd), // Azure 1.0+\r\n x_CostAllocationRuleName, // Azure 1.0-preview(v1)+\r\n x_CostCategories = parse_json(x_CostCategories), // AWS 1.0 (JSON)\r\n x_CostCenter, // Azure 1.0-preview(v1)+\r\n x_Credits = parse_json(x_Credits), // GCP Jan 2024\r\n x_CostType, // GCP Jan 2024\r\n x_CurrencyConversionRate, // GCP Jun 2024\r\n x_CustomerId, // Azure 1.0-preview(v1)+\r\n x_CustomerName, // Azure 1.0-preview(v1)+\r\n x_Discount = parse_json(x_Discount), // AWS 1.0 (JSON)\r\n x_EffectiveCostInUsd, // Azure 1.0-preview(v1)+\r\n x_EffectiveUnitPrice, // Azure 1.0-preview(v1)+\r\n x_ExportTime, // GCP Jan 2024\r\n x_IngestionTime, // Hubs add-on\r\n x_InvoiceId, // Azure 1.0-preview(v1)+\r\n x_InvoiceIssuerId, // Azure 1.0-preview(v1)+\r\n x_InvoiceSectionId, // Azure 1.0-preview(v1)+\r\n x_InvoiceSectionName, // Azure 1.0-preview(v1)+\r\n x_ListCostInUsd, // Azure 1.0-preview(v1)+\r\n x_Location, // GCP Jan 2024\r\n x_Operation, // AWS 1.0\r\n x_PartnerCreditApplied, // Azure 1.0-preview(v1)+\r\n x_PartnerCreditRate, // Azure 1.0-preview(v1)+\r\n x_PricingBlockSize, // Azure 1.0-preview(v1)+\r\n x_PricingCurrency, // Azure 1.0-preview(v1)+\r\n x_PricingSubcategory, // Azure 1.0-preview(v1)+\r\n x_PricingUnitDescription, // Azure 1.0-preview(v1)+\r\n x_Project, // GCP Jan 2024\r\n x_PublisherCategory, // Azure 1.0-preview(v1)+\r\n x_PublisherId, // Azure 1.0-preview(v1)+\r\n x_ResellerId, // Azure 1.0-preview(v1)+\r\n x_ResellerName, // Azure 1.0-preview(v1)+\r\n x_ResourceGroupName = tolower(x_ResourceGroupName), // Azure 1.0-preview(v1)+\r\n x_ResourceType, // Azure 1.0-preview(v1)+\r\n x_ServiceCode, // AWS 1.0\r\n x_ServiceId, // GCP Jan 2024\r\n x_ServicePeriodEnd, // Azure 1.0-preview(v1)+\r\n x_ServicePeriodStart, // Azure 1.0-preview(v1)+\r\n x_SkuDescription, // Azure 1.0-preview(v1)+\r\n x_SkuDetails = parse_json(x_SkuDetails), // Azure 1.0-preview(v1)+\r\n x_SkuIsCreditEligible, // Azure 1.0-preview(v1)+ \r\n x_SkuMeterCategory, // Azure 1.0-preview(v1)+\r\n x_SkuMeterId, // Azure 1.0-preview(v1)+\r\n x_SkuMeterName, // Azure 1.0-preview(v1)+\r\n x_SkuMeterSubcategory, // Azure 1.0-preview(v1)+\r\n x_SkuOfferId, // Azure 1.0-preview(v1)+\r\n x_SkuOrderId, // Azure 1.0-preview(v1)+\r\n x_SkuOrderName, // Azure 1.0-preview(v1)+\r\n x_SkuPartNumber, // Azure 1.0-preview(v1)+\r\n x_SkuRegion, // Azure 1.0-preview(v1)+\r\n x_SkuServiceFamily, // Azure 1.0-preview(v1)+\r\n x_SkuTerm, // Azure 1.0-preview(v1)+\r\n x_SkuTier, // Azure 1.0-preview(v1)+ \r\n x_SourceChanges, // Hubs add-on\r\n x_SourceName, // Hubs add-on\r\n x_SourceProvider, // Hubs add-on\r\n x_SourceType, // Hubs add-on\r\n x_SourceVersion, // Hubs add-on\r\n x_UsageType // AWS 1.0\r\n}\r\n\r\n//----------------------------------------------------------------------------------------------------------------------\r\n\r\n// Costs_final_v1_0 table\r\n.create-merge table Costs_final_v1_0 (\r\n AvailabilityZone: string,\r\n BilledCost: decimal,\r\n BillingAccountId: string,\r\n BillingAccountName: string,\r\n BillingAccountType: string, // Azure 1.0-preview(v1)+\r\n BillingCurrency: string,\r\n BillingPeriodEnd: datetime,\r\n BillingPeriodStart: datetime,\r\n ChargeCategory: string,\r\n ChargeClass: string,\r\n ChargeDescription: string,\r\n ChargeFrequency: string,\r\n ChargePeriodEnd: datetime,\r\n ChargePeriodStart: datetime,\r\n CommitmentDiscountCategory: string, // FOCUS 1.0-preview only\r\n CommitmentDiscountId: string,\r\n CommitmentDiscountName: string,\r\n CommitmentDiscountStatus: string,\r\n CommitmentDiscountType: string,\r\n ConsumedQuantity: decimal,\r\n ConsumedUnit: string,\r\n ContractedCost: decimal,\r\n ContractedUnitPrice: decimal,\r\n EffectiveCost: decimal,\r\n InvoiceIssuerName: string,\r\n ListCost: decimal,\r\n ListUnitPrice: decimal,\r\n PricingCategory: string,\r\n PricingQuantity: decimal,\r\n PricingUnit: string,\r\n ProviderName: string,\r\n PublisherName: string,\r\n RegionId: string,\r\n RegionName: string,\r\n ResourceId: string,\r\n ResourceName: string,\r\n ResourceType: string,\r\n ServiceCategory: string,\r\n ServiceName: string,\r\n SkuId: string,\r\n SkuPriceId: string,\r\n SubAccountId: string,\r\n SubAccountName: string,\r\n SubAccountType: string,\r\n Tags: dynamic,\r\n x_AccountId: string, // Azure 1.0-preview(v1)+\r\n x_AccountName: string, // Azure 1.0-preview(v1)+\r\n x_AccountOwnerId: string, // Azure 1.0-preview(v1)+\r\n x_BilledCostInUsd: decimal, // Azure 1.0-preview(v1)+\r\n x_BilledUnitPrice: decimal, // Azure 1.0-preview(v1)+\r\n x_BillingAccountAgreement: string, // Hubs add-on\r\n x_BillingAccountId: string, // Azure 1.0-preview(v1)+\r\n x_BillingAccountName: string, // Azure 1.0-preview(v1)+\r\n x_BillingExchangeRate: decimal, // Azure 1.0-preview(v1)+\r\n x_BillingExchangeRateDate: datetime, // Azure 1.0-preview(v1)+\r\n x_BillingProfileId: string, // Azure 1.0-preview(v1)+\r\n x_BillingProfileName: string, // Azure 1.0-preview(v1)+\r\n x_ChargeId: string, // Azure 1.0-preview(v1) only\r\n x_ContractedCostInUsd: decimal, // Azure 1.0+\r\n x_CostAllocationRuleName: string, // Azure 1.0-preview(v1)+\r\n x_CostCategories: dynamic, // AWS 1.0 (JSON)\r\n x_CostCenter: string, // Azure 1.0-preview(v1)+\r\n x_Credits: dynamic, // GCP Jan 2024\r\n x_CostType: string, // GCP Jan 2024\r\n x_CurrencyConversionRate: decimal, // GCP Jun 2024\r\n x_CustomerId: string, // Azure 1.0-preview(v1)+\r\n x_CustomerName: string, // Azure 1.0-preview(v1)+\r\n x_Discount: dynamic, // AWS 1.0 (JSON)\r\n x_EffectiveCostInUsd: decimal, // Azure 1.0-preview(v1)+\r\n x_EffectiveUnitPrice: decimal, // Azure 1.0-preview(v1)+\r\n x_ExportTime: datetime, // GCP Jan 2024\r\n x_IngestionTime: datetime, // Hubs add-on\r\n x_InvoiceId: string, // Azure 1.0-preview(v1)+\r\n x_InvoiceIssuerId: string, // Azure 1.0-preview(v1)+\r\n x_InvoiceSectionId: string, // Azure 1.0-preview(v1)+\r\n x_InvoiceSectionName: string, // Azure 1.0-preview(v1)+\r\n x_ListCostInUsd: decimal, // Azure 1.0-preview(v1)+\r\n x_Location: string, // GCP Jan 2024\r\n x_Operation: string, // AWS 1.0\r\n x_PartnerCreditApplied: string, // Azure 1.0-preview(v1)+\r\n x_PartnerCreditRate: string, // Azure 1.0-preview(v1)+\r\n x_PricingBlockSize: decimal, // Azure 1.0-preview(v1)+\r\n x_PricingCurrency: string, // Azure 1.0-preview(v1)+\r\n x_PricingSubcategory: string, // Azure 1.0-preview(v1)+\r\n x_PricingUnitDescription: string, // Azure 1.0-preview(v1)+\r\n x_Project: string, // GCP Jan 2024\r\n x_PublisherCategory: string, // Azure 1.0-preview(v1)+\r\n x_PublisherId: string, // Azure 1.0-preview(v1)+\r\n x_ResellerId: string, // Azure 1.0-preview(v1)+\r\n x_ResellerName: string, // Azure 1.0-preview(v1)+\r\n x_ResourceGroupName: string, // Azure 1.0-preview(v1)+\r\n x_ResourceType: string, // Azure 1.0-preview(v1)+\r\n x_ServiceCode: string, // AWS 1.0\r\n x_ServiceId: string, // GCP Jan 2024\r\n x_ServicePeriodEnd: datetime, // Azure 1.0-preview(v1)+\r\n x_ServicePeriodStart: datetime, // Azure 1.0-preview(v1)+\r\n x_SkuDescription: string, // Azure 1.0-preview(v1)+\r\n x_SkuDetails: dynamic, // Azure 1.0-preview(v1)+\r\n x_SkuIsCreditEligible: bool, // Azure 1.0-preview(v1)+ \r\n x_SkuMeterCategory: string, // Azure 1.0-preview(v1)+\r\n x_SkuMeterId: string, // Azure 1.0-preview(v1)+\r\n x_SkuMeterName: string, // Azure 1.0-preview(v1)+\r\n x_SkuMeterSubcategory: string, // Azure 1.0-preview(v1)+\r\n x_SkuOfferId: string, // Azure 1.0-preview(v1)+\r\n x_SkuOrderId: string, // Azure 1.0-preview(v1)+\r\n x_SkuOrderName: string, // Azure 1.0-preview(v1)+\r\n x_SkuPartNumber: string, // Azure 1.0-preview(v1)+\r\n x_SkuRegion: string, // Azure 1.0-preview(v1)+\r\n x_SkuServiceFamily: string, // Azure 1.0-preview(v1)+\r\n x_SkuTerm: int, // Azure 1.0-preview(v1)+\r\n x_SkuTier: string, // Azure 1.0-preview(v1)+ \r\n x_SourceChanges: string, // Hubs add-on\r\n x_SourceName: string, // Hubs add-on\r\n x_SourceProvider: string, // Hubs add-on\r\n x_SourceType: string, // Hubs add-on\r\n x_SourceVersion: string, // Hubs add-on\r\n x_UsageType: string // AWS 1.0\r\n)\r\n\r\n//----------------------------------------------------------------------------------------------------------------------\r\n\r\n// Update policy for Costs_raw -> Costs_final_v1_0 table\r\n// NOTE: Must be after transform function is defined\r\n.alter table Costs_final_v1_0 policy update\r\n```\r\n[{\r\n \"IsEnabled\": true,\r\n \"Source\": \"Costs_raw\",\r\n \"Query\": \"Costs_transform_v1_0()\",\r\n \"IsTransactional\": true,\r\n \"PropagateIngestionProperties\": true\r\n}]\r\n```\r\n\r\n\r\n//===| CommitmentDiscountUsage |========================================================================================\r\n// Supported versions:\r\n// - MS EA reservation details: 2023-03-01 -- See https://learn.microsoft.com/azure/cost-management-billing/dataset-schema/reservation-details-ea\r\n// - MS MCA reservation details: 2023-03-01 -- See https://learn.microsoft.com/azure/cost-management-billing/dataset-schema/reservation-details-mca\r\n//======================================================================================================================\r\n\r\n// CommitmentDiscountUsage_raw table\r\n.create-merge table CommitmentDiscountUsage_raw (\r\n InstanceFlexibilityGroup: string,\r\n InstanceFlexibilityRatio: decimal,\r\n InstanceId: string,\r\n Kind: string,\r\n ReservationId: string,\r\n ReservationOrderId: string,\r\n ReservedHours: decimal,\r\n SkuName: string,\r\n TotalReservedQuantity: decimal,\r\n UsageDate: datetime,\r\n UsedHours: decimal,\r\n x_SourceName: string, // Hubs add-on\r\n x_SourceProvider: string, // Hubs add-on\r\n x_SourceType: string, // Hubs add-on\r\n x_SourceVersion: string // Hubs add-on\r\n)\r\n\r\n// CommitmentDiscountUsage_raw ingestion mapping\r\n.create-or-alter table CommitmentDiscountUsage_raw ingestion parquet mapping \"CommitmentDiscountUsage_raw_mapping\"\r\n```\r\n[\r\n { \"Column\": \"InstanceFlexibilityGroup\", \"Properties\": { \"Field\": \"InstanceFlexibilityGroup\" } },\r\n { \"Column\": \"InstanceFlexibilityRatio\", \"Properties\": { \"Field\": \"InstanceFlexibilityRatio\" } },\r\n { \"Column\": \"InstanceId\", \"Properties\": { \"Field\": \"InstanceId\" } },\r\n { \"Column\": \"Kind\", \"Properties\": { \"Field\": \"Kind\" } },\r\n { \"Column\": \"ReservationId\", \"Properties\": { \"Field\": \"ReservationId\" } },\r\n { \"Column\": \"ReservationOrderId\", \"Properties\": { \"Field\": \"ReservationOrderId\" } },\r\n { \"Column\": \"ReservedHours\", \"Properties\": { \"Field\": \"ReservedHours\" } },\r\n { \"Column\": \"SkuName\", \"Properties\": { \"Field\": \"SkuName\" } },\r\n { \"Column\": \"TotalReservedQuantity\", \"Properties\": { \"Field\": \"TotalReservedQuantity\" } },\r\n { \"Column\": \"UsageDate\", \"Properties\": { \"Field\": \"UsageDate\" } },\r\n { \"Column\": \"UsedHours\", \"Properties\": { \"Field\": \"UsedHours\" } },\r\n { \"Column\": \"x_SourceName\", \"Properties\": { \"Field\": \"x_SourceName\" } },\r\n { \"Column\": \"x_SourceProvider\", \"Properties\": { \"Field\": \"x_SourceProvider\" } },\r\n { \"Column\": \"x_SourceType\", \"Properties\": { \"Field\": \"x_SourceType\" } },\r\n { \"Column\": \"x_SourceVersion\", \"Properties\": { \"Field\": \"x_SourceVersion\" } }\r\n]\r\n```\r\n\r\n// CommitmentDiscountUsage_raw retention policy\r\n.alter-merge table CommitmentDiscountUsage_raw policy retention softdelete = $$rawRetentionInDays$$d recoverability = disabled\r\n\r\n//----------------------------------------------------------------------------------------------------------------------\r\n\r\n// CommitmentDiscountUsage_transform_v1_0 function\r\n.create-or-alter function\r\nwith (docstring='All commitment discount usage transformed to FOCUS 1.0. This includes reservationdeatils_raw.', folder='Commitment discounts')\r\nCommitmentDiscountUsage_transform_v1_0()\r\n{\r\n // NOTE: All open issues and questions are tracked @ https://github.com/microsoft/finops-toolkit/issues/1111\r\n CommitmentDiscountUsage_raw\r\n //\r\n // Set ProviderName\r\n | extend ProviderName = 'Microsoft'\r\n //\r\n // Handle resource columns\r\n | extend ResourceId = tolower(InstanceId)\r\n | extend tmp_ResourceDetails = parse_resourceid(ResourceId)\r\n | extend ResourceName = tostring(tmp_ResourceDetails.ResourceName)\r\n | extend SubAccountId = tostring(tmp_ResourceDetails.SubAccountId)\r\n | extend x_ResourceGroupName = tostring(tmp_ResourceDetails.x_ResourceGroupName)\r\n | extend x_ResourceType = tostring(tmp_ResourceDetails.x_ResourceType)\r\n | lookup kind=leftouter (ResourceTypes | distinct x_ResourceType, ResourceType = SingularDisplayName) on x_ResourceType\r\n | lookup kind=leftouter (Services | distinct x_ResourceType, ServiceName, ServiceCategory, x_ServiceModel) on x_ResourceType\r\n //\r\n // Sort columns and apply final transforms\r\n | project\r\n ChargePeriodEnd = UsageDate + 1d,\r\n ChargePeriodStart = UsageDate,\r\n CommitmentDiscountCategory = 'Usage',\r\n CommitmentDiscountId = tolower(strcat('/providers/microsoft.capacity/reservationorders/', ReservationOrderId, '/reservations/', ReservationId)),\r\n CommitmentDiscountType = 'Reservation',\r\n ConsumedQuantity = UsedHours,\r\n ProviderName,\r\n ResourceId,\r\n ResourceName,\r\n ResourceType,\r\n ServiceCategory,\r\n ServiceName,\r\n SubAccountId,\r\n x_CommitmentDiscountCommittedCount = TotalReservedQuantity,\r\n x_CommitmentDiscountCommittedAmount = ReservedHours,\r\n // TODO: Is this needed? -- x_CommitmentDiscountKind = Kind,\r\n x_CommitmentDiscountNormalizedGroup = iff(InstanceFlexibilityGroup == 'NA', '', InstanceFlexibilityGroup),\r\n x_CommitmentDiscountNormalizedRatio = InstanceFlexibilityRatio,\r\n x_CommitmentDiscountQuantity = UsedHours * InstanceFlexibilityRatio,\r\n x_IngestionTime = ingestion_time(),\r\n x_ResourceGroupName,\r\n x_ResourceType,\r\n // x_RowId = hash_sha256(strcat(\r\n // // DO NOT CHANGE COLUMNS OR COLUMN ORDER\r\n // CommitmentDiscountId,\r\n // ResourceId,\r\n // ChargePeriodStart\r\n // )),\r\n x_ServiceModel,\r\n x_SkuOrderId = ReservationOrderId,\r\n x_SkuSize = iff(SkuName == 'NA', '', SkuName),\r\n x_SourceName = coalesce(x_SourceName, iff(ProviderName == 'Microsoft', 'Cost Management', ProviderName)),\r\n x_SourceProvider = coalesce(x_SourceProvider, ProviderName),\r\n x_SourceType = coalesce(x_SourceType, iff(ProviderName == 'Microsoft', 'ReservationDetails', '')),\r\n x_SourceVersion = coalesce(x_SourceVersion, iff(ProviderName == 'Microsoft', '2024-03-01', ''))\r\n}\r\n\r\n//----------------------------------------------------------------------------------------------------------------------\r\n\r\n// CommitmentDiscountUsage_final_v1_0 table\r\n.create-merge table CommitmentDiscountUsage_final_v1_0 (\r\n ChargePeriodEnd: datetime, // Hubs add-on\r\n ChargePeriodStart: datetime, // MS 2023-03-01\r\n CommitmentDiscountCategory: string, // Hubs add-on\r\n CommitmentDiscountId: string, // MS 2023-03-01\r\n CommitmentDiscountType: string, // Hubs add-on\r\n ConsumedQuantity: decimal, // MS 2023-03-01\r\n ProviderName: string, // Hubs add-on\r\n ResourceId: string, // MS 2023-03-01\r\n ResourceName: string, // Hubs add-on\r\n ResourceType: string, // Hubs add-on\r\n ServiceCategory: string, // Hubs add-on\r\n ServiceName: string, // Hubs add-on\r\n SubAccountId: string, // Hubs add-on\r\n x_CommitmentDiscountCommittedCount: decimal, // MS 2023-03-01\r\n x_CommitmentDiscountCommittedAmount: decimal, // MS 2023-03-01\r\n x_CommitmentDiscountNormalizedGroup: string, // MS 2023-03-01\r\n x_CommitmentDiscountNormalizedRatio: decimal, // MS 2023-03-01\r\n x_CommitmentDiscountQuantity: decimal, // MS 2023-03-01\r\n x_IngestionTime: datetime, // Hubs add-on\r\n x_ResourceGroupName: string, // Hubs add-on\r\n x_ResourceType: string, // Hubs add-on\r\n x_ServiceModel: string, // Hubs add-on\r\n x_SkuOrderId: string, // MS 2023-03-01\r\n x_SkuSize: string, // MS 2023-03-01\r\n x_SourceName: string, // Hubs add-on\r\n x_SourceProvider: string, // Hubs add-on\r\n x_SourceType: string, // Hubs add-on\r\n x_SourceVersion: string // Hubs add-on\r\n)\r\n\r\n//----------------------------------------------------------------------------------------------------------------------\r\n\r\n// Update policy for CommitmentDiscountUsage_raw -> CommitmentDiscountUsage_final_v1_0 table\r\n// NOTE: Must be after transform function is defined\r\n.alter table CommitmentDiscountUsage_final_v1_0 policy update\r\n```\r\n[{\r\n \"IsEnabled\": true,\r\n \"Source\": \"CommitmentDiscountUsage_raw\",\r\n \"Query\": \"CommitmentDiscountUsage_transform_v1_0()\",\r\n \"IsTransactional\": true,\r\n \"PropagateIngestionProperties\": true\r\n}]\r\n```\r\n\r\n\r\n//===| Recommendations |================================================================================================\r\n// Supported datasets/versions:\r\n// - MS CM EA reservation recommendations: 2023-05-01 -- See https://learn.microsoft.com/en-us/azure/cost-management-billing/dataset-schema/reservation-recommendations-ea\r\n// - MS CM MCA reservation recommendations: 2023-05-01 -- See https://learn.microsoft.com/en-us/azure/cost-management-billing/dataset-schema/reservation-recommendations-mca\r\n//======================================================================================================================\r\n\r\n// Recommendations_raw table\r\n.create-merge table Recommendations_raw (\r\n CostWithNoReservedInstances: decimal, // MS CM EA resv reco 2024-05-01\r\n CostWithNoReservedInstances2: decimal, // MS CM MCA resv reco 2024-05-01 -- Renamed to remove spaces\r\n FirstUsageDate: datetime, // MS CM EA resv reco 2024-05-01\r\n FirstUsageDate2: datetime, // MS CM MCA resv reco 2024-05-01 -- Renamed to remove spaces\r\n InstanceFlexibilityGroup: string, // MS CM EA resv reco 2024-05-01\r\n InstanceFlexibilityGroup2: string, // MS CM MCA resv reco 2024-05-01 -- Renamed to remove spaces\r\n InstanceFlexibilityRatio: decimal, // MS CM EA resv reco 2024-05-01\r\n InstanceFlexibilityRatio2: decimal, // MS CM MCA resv reco 2024-05-01 -- Renamed to remove spaces\r\n Location: string, // MS CM EA+MCA resv reco 2024-05-01\r\n LookBackPeriod: string, // MS CM EA+MCA resv reco 2024-05-01\r\n MeterId: string, // MS CM EA resv reco 2024-05-01\r\n MeterID: string, // MS CM MCA resv reco 2024-05-01\r\n NetSavings: decimal, // MS CM EA resv reco 2024-05-01\r\n NetSavings2: decimal, // MS CM MCA resv reco 2024-05-01 -- Renamed to remove spaces\r\n NormalizedSize: string, // MS CM EA resv reco 2024-05-01\r\n NormalizedSize2: string, // MS CM MCA resv reco 2024-05-01 -- Renamed to remove spaces\r\n RecommendedQuantity: decimal, // MS CM EA resv reco 2024-05-01\r\n RecommendedQuantity2: decimal, // MS CM MCA resv reco 2024-05-01 -- Renamed to remove spaces\r\n RecommendedQuantityNormalized: decimal, // MS CM EA resv reco 2024-05-01\r\n RecommendedQuantityNormalized2: decimal, // MS CM MCA resv reco 2024-05-01 -- Renamed to remove spaces\r\n ResourceType: string, // MS CM EA+MCA resv reco 2024-05-01\r\n Scope: string, // MS CM EA resv reco 2024-05-01\r\n scope: string, // MS CM MCA resv reco 2024-05-01\r\n SKU: string, // MS CM EA resv reco 2024-05-01\r\n SkuName: string, // MS CM MCA resv reco 2024-05-01\r\n SkuProperties: string, // MS CM EA resv reco 2024-05-01\r\n SkuProperties2: string, // MS CM MCA resv reco 2024-05-01 -- Renamed to remove spaces\r\n SubscriptionId: string, // MS CM EA+MCA resv reco 2024-05-01\r\n Term: string, // MS CM EA+MCA resv reco 2024-05-01\r\n TotalCostWithReservedInstances: decimal, // MS CM EA resv reco 2024-05-01\r\n TotalCostWithReservedInstances2: decimal, // MS CM MCA resv reco 2024-05-01 -- Renamed to remove spaces\r\n x_SourceName: string, // Hubs add-on\r\n x_SourceProvider: string, // Hubs add-on\r\n x_SourceType: string, // Hubs add-on\r\n x_SourceVersion: string // Hubs add-on\r\n)\r\n\r\n// Recommendations_raw ingestion mapping\r\n.create-or-alter table Recommendations_raw ingestion parquet mapping \"Recommendations_raw_mapping\"\r\n```\r\n[\r\n { \"Column\": \"CostWithNoReservedInstances\", \"Properties\": { \"Field\": \"CostWithNoReservedInstances\" } },\r\n { \"Column\": \"CostWithNoReservedInstances2\", \"Properties\": { \"Field\": \"Cost With No ReservedInstances\" } },\r\n { \"Column\": \"FirstUsageDate\", \"Properties\": { \"Field\": \"FirstUsageDate\" } },\r\n { \"Column\": \"FirstUsageDate2\", \"Properties\": { \"Field\": \"First UsageDate\" } },\r\n { \"Column\": \"InstanceFlexibilityGroup\", \"Properties\": { \"Field\": \"InstanceFlexibilityGroup\" } },\r\n { \"Column\": \"InstanceFlexibilityGroup2\", \"Properties\": { \"Field\": \"Instance Flexibility Group\" } },\r\n { \"Column\": \"InstanceFlexibilityRatio\", \"Properties\": { \"Field\": \"InstanceFlexibilityRatio\" } },\r\n { \"Column\": \"InstanceFlexibilityRatio2\", \"Properties\": { \"Field\": \"Instance Flexibility Ratio\" } },\r\n { \"Column\": \"Location\", \"Properties\": { \"Field\": \"Location\" } },\r\n { \"Column\": \"LookBackPeriod\", \"Properties\": { \"Field\": \"LookBackPeriod\" } },\r\n { \"Column\": \"MeterId\", \"Properties\": { \"Field\": \"MeterId\" } },\r\n { \"Column\": \"MeterID\", \"Properties\": { \"Field\": \"MeterID\" } },\r\n { \"Column\": \"NetSavings\", \"Properties\": { \"Field\": \"NetSavings\" } },\r\n { \"Column\": \"NetSavings2\", \"Properties\": { \"Field\": \"Net Savings\" } },\r\n { \"Column\": \"NormalizedSize\", \"Properties\": { \"Field\": \"NormalizedSize\" } },\r\n { \"Column\": \"NormalizedSize2\", \"Properties\": { \"Field\": \"Normalized Size\" } },\r\n { \"Column\": \"RecommendedQuantity\", \"Properties\": { \"Field\": \"RecommendedQuantity\" } },\r\n { \"Column\": \"RecommendedQuantity2\", \"Properties\": { \"Field\": \"Recommended Quantity\" } },\r\n { \"Column\": \"RecommendedQuantityNormalized\", \"Properties\": { \"Field\": \"RecommendedQuantityNormalized\" } },\r\n { \"Column\": \"RecommendedQuantityNormalized2\", \"Properties\": { \"Field\": \"Recommended Quantity Normalized\" } },\r\n { \"Column\": \"ResourceType\", \"Properties\": { \"Field\": \"ResourceType\" } },\r\n { \"Column\": \"Scope\", \"Properties\": { \"Field\": \"Scope\" } },\r\n { \"Column\": \"scope\", \"Properties\": { \"Field\": \"scope\" } },\r\n { \"Column\": \"SKU\", \"Properties\": { \"Field\": \"SKU\" } },\r\n { \"Column\": \"SkuName\", \"Properties\": { \"Field\": \"SkuName\" } },\r\n { \"Column\": \"SkuProperties\", \"Properties\": { \"Field\": \"SkuProperties\" } },\r\n { \"Column\": \"SkuProperties2\", \"Properties\": { \"Field\": \"Sku Properties\" } },\r\n { \"Column\": \"SubscriptionId\", \"Properties\": { \"Field\": \"SubscriptionId\" } },\r\n { \"Column\": \"Term\", \"Properties\": { \"Field\": \"Term\" } },\r\n { \"Column\": \"TotalCostWithReservedInstances\", \"Properties\": { \"Field\": \"TotalCostWithReservedInstances\" } },\r\n { \"Column\": \"TotalCostWithReservedInstances2\", \"Properties\": { \"Field\": \"Total Cost With ReservedInstances\" } },\r\n { \"Column\": \"x_SourceName\", \"Properties\": { \"Field\": \"x_SourceName\" } },\r\n { \"Column\": \"x_SourceProvider\", \"Properties\": { \"Field\": \"x_SourceProvider\" } },\r\n { \"Column\": \"x_SourceType\", \"Properties\": { \"Field\": \"x_SourceType\" } },\r\n { \"Column\": \"x_SourceVersion\", \"Properties\": { \"Field\": \"x_SourceVersion\" } }\r\n]\r\n```\r\n\r\n// Recommendations_raw retention policy\r\n.alter-merge table Recommendations_raw policy retention softdelete = $$rawRetentionInDays$$d recoverability = disabled\r\n\r\n//----------------------------------------------------------------------------------------------------------------------\r\n\r\n// Recommendations_transform_v1_0 function\r\n.create-or-alter function\r\nwith (docstring='All recommendations transformed to FOCUS 1.0.', folder='Recommendations')\r\nRecommendations_transform_v1_0()\r\n{\r\n // NOTE: All open issues and questions are tracked @ https://github.com/microsoft/finops-toolkit/issues/1111\r\n let isoMonths = (duration: string) {\r\n let number = toint(replace_regex(duration, @'[PMY]', ''));\r\n toint(case(\r\n duration == '', toint(''),\r\n duration endswith \"Y\", number * 12,\r\n duration endswith \"M\", number,\r\n -1\r\n ))\r\n };\r\n Recommendations_raw\r\n //\r\n // Set ProviderName\r\n | extend ProviderName = 'Microsoft'\r\n //\r\n // Set source columns\r\n | extend x_SourceName = coalesce(x_SourceName, iff(ProviderName == 'Microsoft', 'Cost Management', ProviderName))\r\n | extend x_SourceProvider = coalesce(x_SourceProvider, ProviderName)\r\n | extend x_SourceType = coalesce(x_SourceType, iff(ProviderName == 'Microsoft', 'ReservationRecommendations', ''))\r\n | extend x_SourceVersion = coalesce(x_SourceVersion, iff(ProviderName == 'Microsoft', '2023-05-01', ''))\r\n //\r\n // Handle duplicated columns with spaces\r\n | extend CostWithNoReservedInstances = coalesce(CostWithNoReservedInstances, CostWithNoReservedInstances2)\r\n | extend FirstUsageDate = coalesce(FirstUsageDate, FirstUsageDate2)\r\n | extend InstanceFlexibilityGroup = coalesce(InstanceFlexibilityGroup, InstanceFlexibilityGroup2)\r\n | extend InstanceFlexibilityRatio = coalesce(InstanceFlexibilityRatio, InstanceFlexibilityRatio2)\r\n | extend NetSavings = coalesce(NetSavings, NetSavings2)\r\n | extend NormalizedSize = coalesce(NormalizedSize, NormalizedSize2)\r\n | extend RecommendedQuantity = coalesce(RecommendedQuantity, RecommendedQuantity2)\r\n | extend RecommendedQuantityNormalized = coalesce(RecommendedQuantityNormalized, RecommendedQuantityNormalized2)\r\n | extend SkuProperties = coalesce(SkuProperties, SkuProperties2)\r\n | extend TotalCostWithReservedInstances = coalesce(TotalCostWithReservedInstances, TotalCostWithReservedInstances2)\r\n //\r\n // Build recommendation details\r\n | lookup kind=leftouter (database('Ingestion').Regions | distinct Location = RegionId, RegionName) on Location\r\n | extend x_RecommendationDetails = case(\r\n x_SourceType == 'ReservationRecommendations', bag_pack(\r\n 'CommitmentDiscountNormalizedGroup', InstanceFlexibilityGroup,\r\n 'CommitmentDiscountNormalizedRatio', InstanceFlexibilityRatio,\r\n 'CommitmentDiscountNormalizedSize', NormalizedSize,\r\n 'CommitmentDiscountResourceType', ResourceType,\r\n 'CommitmentDiscountScope', coalesce(Scope, scope),\r\n 'LookbackPeriodDuration', case(\r\n LookBackPeriod matches regex @'^Last([0-9]+)Days$', replace_regex(LookBackPeriod, @'^Last([0-9]+)Days$', @'P\\1D'),\r\n ''\r\n ),\r\n 'LookbackPeriodStart', FirstUsageDate,\r\n 'RecommendedQuantity', RecommendedQuantity,\r\n 'RecommendedQuantityNormalized', RecommendedQuantityNormalized,\r\n 'RegionId', Location,\r\n 'RegionName', RegionName,\r\n 'SkuMeterId', coalesce(MeterId, MeterID),\r\n 'SkuPriceDetails', SkuProperties,\r\n 'SkuSize', coalesce(SKU, SkuName),\r\n 'SkuTerm', isoMonths(Term)\r\n ),\r\n dynamic({})\r\n )\r\n //\r\n // Sort columns and apply final transforms\r\n | project\r\n ProviderName,\r\n SubAccountId = iff(isnotempty(SubscriptionId), strcat('/subscriptions/', SubscriptionId), ''),\r\n x_IngestionTime = ingestion_time(),\r\n x_EffectiveCostAfter = TotalCostWithReservedInstances,\r\n x_EffectiveCostBefore = CostWithNoReservedInstances,\r\n x_EffectiveCostSavings = NetSavings,\r\n x_RecommendationDate = FirstUsageDate + (toint(extract(@'^Last([0-9]+)Days$', 1, LookBackPeriod)) * 1d),\r\n x_RecommendationDetails,\r\n x_SourceName,\r\n x_SourceProvider,\r\n x_SourceType,\r\n x_SourceVersion\r\n}\r\n\r\n//----------------------------------------------------------------------------------------------------------------------\r\n\r\n// Recommendations_final_v1_0 table\r\n.create-merge table Recommendations_final_v1_0 (\r\n ProviderName: string,\r\n SubAccountId: string,\r\n x_IngestionTime: datetime,\r\n x_EffectiveCostAfter: decimal,\r\n x_EffectiveCostBefore: decimal,\r\n x_EffectiveCostSavings: decimal,\r\n x_RecommendationDate: datetime,\r\n x_RecommendationDetails: dynamic,\r\n x_SourceName: string,\r\n x_SourceProvider: string,\r\n x_SourceType: string,\r\n x_SourceVersion: string\r\n)\r\n\r\n//----------------------------------------------------------------------------------------------------------------------\r\n\r\n// Update policy for Recommendations_raw -> Recommendations_final_v1_0 table\r\n// NOTE: Must be after transform function is defined\r\n.alter table Recommendations_final_v1_0 policy update\r\n```\r\n[{\r\n \"IsEnabled\": true,\r\n \"Source\": \"Recommendations_raw\",\r\n \"Query\": \"Recommendations_transform_v1_0()\",\r\n \"IsTransactional\": true,\r\n \"PropagateIngestionProperties\": true\r\n}]\r\n```\r\n\r\n\r\n//===| Transactions |===================================================================================================\r\n// Supported versions:\r\n// - MS CM EA reservation transactions: 2023-05-01 -- See https://learn.microsoft.com/en-us/azure/cost-management-billing/dataset-schema/reservation-transactions-ea\r\n// - MS CM MCA reservation transactions: 2023-05-01 -- See https://learn.microsoft.com/en-us/azure/cost-management-billing/dataset-schema/reservation-transactions-mca\r\n//======================================================================================================================\r\n\r\n// Transactions_raw table\r\n.create-merge table Transactions_raw (\r\n AccountName: string, // MS CM EA resv trans 2023-05-01\r\n AccountOwnerEmail: string, // MS CM EA resv trans 2023-05-01\r\n Amount: decimal, // MS CM EA+MCA resv trans 2023-05-01\r\n ArmSkuName: string, // MS CM EA+MCA resv trans 2023-05-01\r\n BillingFrequency: string, // MS CM EA+MCA resv trans 2023-05-01\r\n BillingMonth: string, // MS CM EA resv trans 2023-05-01\r\n BillingProfileId: string, // MS CM MCA resv trans 2023-05-01\r\n BillingProfileName: string, // MS CM MCA resv trans 2023-05-01\r\n CostCenter: string, // MS CM EA resv trans 2023-05-01\r\n Currency: string, // MS CM EA+MCA resv trans 2023-05-01\r\n CurrentEnrollmentId: string, // MS CM EA resv trans 2023-05-01\r\n DepartmentName: string, // MS CM EA resv trans 2023-05-01\r\n Description: string, // MS CM EA+MCA resv trans 2023-05-01\r\n EventDate: datetime, // MS CM EA+MCA resv trans 2023-05-01\r\n EventType: string, // MS CM EA+MCA resv trans 2023-05-01\r\n Invoice: string, // MS CM EA+MCA resv trans 2023-05-01\r\n InvoiceId: string, // MS CM EA+MCA resv trans 2023-05-01\r\n InvoiceSectionId: string, // MS CM MCA resv trans 2023-05-01\r\n InvoiceSectionName: string, // MS CM MCA resv trans 2023-05-01\r\n MonetaryCommitment: decimal, // MS CM EA resv trans 2023-05-01\r\n Overage: decimal, // MS CM EA resv trans 2023-05-01\r\n PurchasingEnrollment: string, // MS CM EA resv trans 2023-05-01\r\n PurchasingSubscriptionGuid: string, // MS CM EA+MCA resv trans 2023-05-01\r\n PurchasingSubscriptionName: string, // MS CM EA+MCA resv trans 2023-05-01\r\n Quantity: decimal, // MS CM EA+MCA resv trans 2023-05-01\r\n Region: string, // MS CM EA+MCA resv trans 2023-05-01\r\n ReservationOrderId: string, // MS CM EA+MCA resv trans 2023-05-01\r\n ReservationOrderName: string, // MS CM EA+MCA resv trans 2023-05-01\r\n Term: string, // MS CM EA+MCA resv trans 2023-05-01\r\n x_SourceName: string, // Hubs add-on\r\n x_SourceProvider: string, // Hubs add-on\r\n x_SourceType: string, // Hubs add-on\r\n x_SourceVersion: string // Hubs add-on\r\n)\r\n\r\n// Transactions_raw ingestion mapping\r\n.create-or-alter table Transactions_raw ingestion parquet mapping \"Transactions_raw_mapping\"\r\n```\r\n[\r\n { \"Column\": \"AccountName\", \"Properties\": { \"Field\": \"AccountName\" } },\r\n { \"Column\": \"AccountOwnerEmail\", \"Properties\": { \"Field\": \"AccountOwnerEmail\" } },\r\n { \"Column\": \"Amount\", \"Properties\": { \"Field\": \"Amount\" } },\r\n { \"Column\": \"ArmSkuName\", \"Properties\": { \"Field\": \"ArmSkuName\" } },\r\n { \"Column\": \"BillingFrequency\", \"Properties\": { \"Field\": \"BillingFrequency\" } },\r\n { \"Column\": \"BillingMonth\", \"Properties\": { \"Field\": \"BillingMonth\" } },\r\n { \"Column\": \"BillingProfileId\", \"Properties\": { \"Field\": \"BillingProfileId\" } },\r\n { \"Column\": \"BillingProfileName\", \"Properties\": { \"Field\": \"BillingProfileName\" } },\r\n { \"Column\": \"CostCenter\", \"Properties\": { \"Field\": \"CostCenter\" } },\r\n { \"Column\": \"Currency\", \"Properties\": { \"Field\": \"Currency\" } },\r\n { \"Column\": \"CurrentEnrollmentId\", \"Properties\": { \"Field\": \"CurrentEnrollmentId\" } },\r\n { \"Column\": \"DepartmentName\", \"Properties\": { \"Field\": \"DepartmentName\" } },\r\n { \"Column\": \"Description\", \"Properties\": { \"Field\": \"Description\" } },\r\n { \"Column\": \"EventDate\", \"Properties\": { \"Field\": \"EventDate\" } },\r\n { \"Column\": \"EventType\", \"Properties\": { \"Field\": \"EventType\" } },\r\n { \"Column\": \"Invoice\", \"Properties\": { \"Field\": \"Invoice\" } },\r\n { \"Column\": \"InvoiceId\", \"Properties\": { \"Field\": \"InvoiceId\" } },\r\n { \"Column\": \"InvoiceSectionId\", \"Properties\": { \"Field\": \"InvoiceSectionId\" } },\r\n { \"Column\": \"InvoiceSectionName\", \"Properties\": { \"Field\": \"InvoiceSectionName\" } },\r\n { \"Column\": \"MonetaryCommitment\", \"Properties\": { \"Field\": \"MonetaryCommitment\" } },\r\n { \"Column\": \"Overage\", \"Properties\": { \"Field\": \"Overage\" } },\r\n { \"Column\": \"PurchasingEnrollment\", \"Properties\": { \"Field\": \"PurchasingEnrollment\" } },\r\n { \"Column\": \"PurchasingSubscriptionGuid\", \"Properties\": { \"Field\": \"PurchasingSubscriptionGuid\" } },\r\n { \"Column\": \"PurchasingSubscriptionName\", \"Properties\": { \"Field\": \"PurchasingSubscriptionName\" } },\r\n { \"Column\": \"Quantity\", \"Properties\": { \"Field\": \"Quantity\" } },\r\n { \"Column\": \"Region\", \"Properties\": { \"Field\": \"Region\" } },\r\n { \"Column\": \"ReservationOrderId\", \"Properties\": { \"Field\": \"ReservationOrderId\" } },\r\n { \"Column\": \"ReservationOrderName\", \"Properties\": { \"Field\": \"ReservationOrderName\" } },\r\n { \"Column\": \"Term\", \"Properties\": { \"Field\": \"Term\" } },\r\n { \"Column\": \"x_SourceName\", \"Properties\": { \"Field\": \"x_SourceName\" } },\r\n { \"Column\": \"x_SourceProvider\", \"Properties\": { \"Field\": \"x_SourceProvider\" } },\r\n { \"Column\": \"x_SourceType\", \"Properties\": { \"Field\": \"x_SourceType\" } },\r\n { \"Column\": \"x_SourceVersion\", \"Properties\": { \"Field\": \"x_SourceVersion\" } }\r\n]\r\n```\r\n\r\n// Transactions_raw retention policy\r\n.alter-merge table Transactions_raw policy retention softdelete = $$rawRetentionInDays$$d recoverability = disabled\r\n\r\n//----------------------------------------------------------------------------------------------------------------------\r\n\r\n// Transactions_transform_v1_0 function\r\n.create-or-alter function\r\nwith (docstring='All transactions transformed to FOCUS 1.0.', folder='Transactions')\r\nTransactions_transform_v1_0()\r\n{\r\n // NOTE: All open issues and questions are tracked @ https://github.com/microsoft/finops-toolkit/issues/1111\r\n let isoMonths = (duration: string) {\r\n let number = toint(replace_regex(duration, @'[PMY]', ''));\r\n toint(case(\r\n duration == '', toint(''),\r\n duration endswith \"Y\", number * 12,\r\n duration endswith \"M\", number,\r\n -1\r\n ))\r\n };\r\n Transactions_raw\r\n //\r\n // Set ProviderName\r\n | extend ProviderName = 'Microsoft'\r\n //\r\n // Set source columns\r\n | extend x_SourceName = coalesce(x_SourceName, iff(ProviderName == 'Microsoft', 'Cost Management', ProviderName))\r\n | extend x_SourceProvider = coalesce(x_SourceProvider, ProviderName)\r\n | extend x_SourceType = coalesce(x_SourceType, iff(ProviderName == 'Microsoft', 'ReservationTransactions', ''))\r\n | extend x_SourceVersion = coalesce(x_SourceVersion, iff(ProviderName == 'Microsoft', '2023-05-01', ''))\r\n //\r\n // Handle BillingPeriodStart/End\r\n | extend BillingMonth = tostring(BillingMonth)\r\n | extend BillingPeriodStart = iff(isempty(BillingMonth), datetime(null), todatetime(strcat(substring(BillingMonth, 0, 4), \"-\", substring(BillingMonth, 4, 2), \"-\", substring(BillingMonth, 6, 2))))\r\n | extend BillingPeriodEnd = iff(isempty(BillingMonth), datetime(null), startofmonth(endofmonth(BillingPeriodStart) + 1d))\r\n //\r\n // Sort columns and apply final transforms\r\n | project\r\n BilledCost = Amount,\r\n BillingAccountId = case(\r\n BillingProfileId startswith '/', BillingProfileId,\r\n isnotempty(CurrentEnrollmentId), strcat('/providers/Microsoft.Billing/billingAccounts/', CurrentEnrollmentId),\r\n isnotempty(BillingProfileId), strcat('/providers/Microsoft.Billing/billingProfiles/', BillingProfileId),\r\n ''\r\n ),\r\n BillingAccountName = coalesce(BillingProfileName, CurrentEnrollmentId),\r\n BillingCurrency = Currency,\r\n BillingPeriodEnd,\r\n BillingPeriodStart,\r\n ChargeCategory = case(\r\n EventType in ('Cancel', 'Purchase', 'Refund'), 'Purchase',\r\n 'Adjustment'\r\n ),\r\n ChargeClass = case(\r\n EventType == 'Cancel', 'Cancel', // FOCUS does not handle this scenario\r\n EventType == 'Refund', 'Correction',\r\n ''\r\n ),\r\n ChargeDescription = Description,\r\n ChargeFrequency = case(\r\n BillingFrequency == 'OneTime', 'One-Time',\r\n BillingFrequency == 'Recurring', 'Recurring',\r\n BillingFrequency\r\n ),\r\n ChargePeriodStart = EventDate,\r\n PricingQuantity = Quantity,\r\n PricingUnit = 'Reservations',\r\n ProviderName,\r\n RegionId = Region,\r\n RegionName = Region,\r\n SubAccountId = iff(isempty(PurchasingSubscriptionGuid), '', strcat('/subscriptions/', PurchasingSubscriptionGuid)),\r\n SubAccountName = iff(isempty(PurchasingSubscriptionGuid), '', PurchasingSubscriptionName),\r\n x_AccountName = AccountName,\r\n x_AccountOwnerId = AccountOwnerEmail,\r\n x_CostCenter = CostCenter,\r\n x_InvoiceId = InvoiceId,\r\n x_InvoiceNumber = Invoice,\r\n x_InvoiceSectionId = InvoiceSectionId,\r\n x_InvoiceSectionName = coalesce(InvoiceSectionName, DepartmentName),\r\n x_IngestionTime = ingestion_time(),\r\n x_MonetaryCommitment = MonetaryCommitment,\r\n x_Overage = Overage,\r\n x_PurchasingBillingAccountId = PurchasingEnrollment,\r\n x_SkuOrderId = ReservationOrderId,\r\n x_SkuOrderName = ReservationOrderName,\r\n x_SkuSize = ArmSkuName,\r\n x_SkuTerm = isoMonths(Term),\r\n x_SourceName,\r\n x_SourceProvider,\r\n x_SourceType,\r\n x_SourceVersion,\r\n x_SubscriptionId = PurchasingSubscriptionGuid,\r\n x_TransactionType = EventType\r\n}\r\n\r\n//----------------------------------------------------------------------------------------------------------------------\r\n\r\n// Transactions_final_v1_0 table\r\n.create-merge table Transactions_final_v1_0 (\r\n BilledCost: decimal, // MS CM EA+MCA 2023-05-01\r\n BillingAccountId: string, // MS CM EA+MCA 2023-05-01\r\n BillingAccountName: string, // MS CM EA+MCA 2023-05-01\r\n BillingCurrency: string, // MS CM EA+MCA 2023-05-01\r\n BillingPeriodEnd: datetime, // MS CM EA+MCA 2023-05-01\r\n BillingPeriodStart: datetime, // MS CM EA+MCA 2023-05-01\r\n ChargeCategory: string, // Hubs add-on\r\n ChargeClass: string, // Hubs add-on\r\n ChargeDescription: string, // MS CM EA+MCA 2023-05-01\r\n ChargeFrequency: string, // MS CM EA+MCA 2023-05-01\r\n ChargePeriodStart: datetime, // MS CM EA+MCA 2023-05-01\r\n PricingQuantity: decimal, // MS CM EA+MCA 2023-05-01\r\n PricingUnit: string, // Hubs add-on\r\n ProviderName: string, // Hubs add-on\r\n RegionId: string, // MS CM EA+MCA 2023-05-01\r\n RegionName: string, // MS CM EA+MCA 2023-05-01\r\n SubAccountId: string, // MS CM EA+MCA 2023-05-01\r\n SubAccountName: string, // MS CM EA+MCA 2023-05-01\r\n x_AccountName: string, // MS CM EA 2023-05-01\r\n x_AccountOwnerId: string, // MS CM EA 2023-05-01\r\n x_CostCenter: string, // MS CM EA 2023-05-01\r\n x_InvoiceId: string, // MS CM MCA 2023-05-01\r\n x_InvoiceNumber: string, // MS CM MCA 2023-05-01\r\n x_InvoiceSectionId: string, // MS CM MCA 2023-05-01\r\n x_InvoiceSectionName: string, // MS CM MCA 2023-05-01\r\n x_IngestionTime: datetime, // Hubs add-on\r\n x_MonetaryCommitment: decimal, // MS CM EA 2023-05-01\r\n x_Overage: decimal, // MS CM EA 2023-05-01\r\n x_PurchasingBillingAccountId: string, // MS CM EA 2023-05-01\r\n x_SkuOrderId: string, // MS CM EA+MCA 2023-05-01\r\n x_SkuOrderName: string, // MS CM EA+MCA 2023-05-01\r\n x_SkuSize: string, // MS CM EA+MCA 2023-05-01\r\n x_SkuTerm: int, // MS CM EA+MCA 2023-05-01\r\n x_SourceName: string, // Hubs add-on\r\n x_SourceProvider: string, // Hubs add-on\r\n x_SourceType: string, // Hubs add-on\r\n x_SourceVersion: string, // Hubs add-on\r\n x_SubscriptionId: string, // MS CM EA+MCA 2023-05-01\r\n x_TransactionType: string // MS CM EA+MCA 2023-05-01\r\n)\r\n\r\n//----------------------------------------------------------------------------------------------------------------------\r\n\r\n// Update policy for Transactions_raw -> Transactions_final_v1_0 table\r\n// NOTE: Must be after transform function is defined\r\n.alter table Transactions_final_v1_0 policy update\r\n```\r\n[{\r\n \"IsEnabled\": true,\r\n \"Source\": \"Transactions_raw\",\r\n \"Query\": \"Transactions_transform_v1_0()\",\r\n \"IsTransactional\": true,\r\n \"PropagateIngestionProperties\": true\r\n}]\r\n```\r\n", + "$fxv#8": "// Copyright (c) Microsoft Corporation.\r\n// Licensed under the MIT License.\r\n\r\n//======================================================================================================================\r\n// Common utility functions\r\n//\r\n// TIP: Use Ctrl+K,Ctrl+0 to collapse all regions in VS Code\r\n//======================================================================================================================\r\n\r\n\r\n//===| Date functions |=================================================================================================\r\n\r\n// monthstring\r\n.create-or-alter function \r\nwith (docstring = @'Returns the name of the month for the specified date (e.g. Jan or January)', folder =@'Common') \r\nmonthstring(['date']: datetime, length: int = 9)\r\n{\r\n substring(dynamic(['January','February','March','April','May','June','July','August','September','October','November','December'])[getmonth(['date']) - 1], 0, length)\r\n}\r\n\r\n// datestring\r\n.create-or-alter function \r\nwith (docstring = @'Converts 2 dates into a simple, user-friendly date range (e.g. Jan 1-Jan 3)', folder =@'Common') \r\ndatestring(start: datetime, end: datetime = datetime('0001-01-01'))\r\n{\r\n let month = (d: datetime) { monthstring(d, 3) };\r\n let endDate = iff(end == datetime('0001-01-01'), start, end);\r\n let sameDate = startofday(start) == startofday(endDate);\r\n let sameMonth = startofmonth(start) == startofmonth(endDate);\r\n let sameYear = startofyear(start) == startofyear(endDate);\r\n let fullMonth = startofday(start) == startofmonth(start) and startofday(endDate) == startofday(endofmonth(endDate));\r\n let fullYear = startofday(start) == startofyear(start) and startofday(endDate) == startofday(endofyear(endDate));\r\n let currentYear = sameYear and startofyear(start) == startofyear(now());\r\n case(\r\n // Full year | yyyy (same year) / yyyy-yyyy (diff years)\r\n fullYear,\r\n strcat(getyear(start), iff(sameYear, '', strcat('-', getyear(endDate)))),\r\n // 1 full mo, same year | Mmm yyyy\r\n fullMonth and sameMonth and sameYear,\r\n strcat(month(start), ' ', getyear(start)),\r\n // 2+ full mo, same year | Mmm-Mmm (current year) / Mmm-Mmm yyyy (other year)\r\n fullMonth and sameYear,\r\n strcat(month(start), '-', month(endDate), iff(currentYear, '', strcat(' ', getyear(endDate)))),\r\n // Full mo, diff year | Mmm yyyy-Mmm yyyy\r\n fullMonth and not(sameYear),\r\n strcat(month(start), ' ', getyear(start), '-', month(endDate), ' ', getyear(endDate)),\r\n // Same date | Mmm d (current year) / Mmm d, yyyy (other year)\r\n sameDate,\r\n strcat(month(start), ' ', dayofmonth(start), iff(currentYear, '', strcat(', ', getyear(endDate)))),\r\n // 1 partial M, same Y | Mmm d-d (current year) / Mmm d-d, yyyy (other year)\r\n not(fullMonth) and sameMonth and sameYear,\r\n strcat(month(start), ' ', dayofmonth(start), '-', dayofmonth(endDate), iff(currentYear, '', strcat(' ', getyear(endDate)))),\r\n // 2+ partial M, same Y | Mmm d-Mmm d (current year) / Mmm d-Mmm d, yyyy (other year)\r\n not(fullMonth) and not(sameMonth) and sameYear,\r\n strcat(month(start), ' ', dayofmonth(start), '-', month(endDate), ' ', dayofmonth(endDate), iff(currentYear, '', strcat(', ', getyear(endDate)))),\r\n // All other cases | Mmm d, yyyy-Mmm d, yyyy\r\n strcat(month(start), ' ', dayofmonth(start), ', ', getyear(start), '-', month(endDate), ' ', dayofmonth(endDate), ', ', getyear(endDate))\r\n )\r\n}\r\n\r\n// daterange\r\n.create-or-alter function \r\nwith (docstring = @'DEPRECATED: Please use datestring(); function will be removed on or after the Jan 2026 release', folder =@'Common') \r\ndaterange(start: datetime, end: datetime = datetime('0001-01-01'))\r\n{\r\n datestring(start, end)\r\n}\r\n\r\n// monthsago\r\n.create-or-alter function \r\nwith (docstring = 'DEPRECATED: Please use startofmonth(now(), -<# of months>); function will be removed on or after the Jan 2026 release', folder = 'Common')\r\nmonthsago(months: int)\r\n{\r\n datetime_add('month', -months, startofmonth(now()))\r\n}\r\n\r\n\r\n//===| Number functions |===============================================================================================\r\n// NOTE: Must be defined before string converters\r\n\r\n// delta\r\n.create-or-alter function \r\nwith (docstring = @'Compares 2 values and returns the percentage change from oldval to newval', folder =@'Common') \r\ndelta(oldval: double, newval: double)\r\n{\r\n (newval - todouble(oldval))/oldval\r\n}\r\n\r\n// percentOfTotal\r\n// NOTE: Must be before percent() function\r\n.create-or-alter function \r\nwith (docstring = @'Calculates the percentage of each record based on a required Count column', folder =@'Common') \r\npercentOfTotal(t: (Count: long), tot: long)\r\n{\r\n let total = todouble(tot);\r\n t \r\n | extend Percent = round(Count / total * 100, 3) \r\n | order by Count desc\r\n}\r\n\r\n// percent\r\n.create-or-alter function \r\nwith (docstring = @'Calculates the percentage of each record based on a required Count column', folder =@'Common') \r\npercent(t: (Count: long))\r\n{\r\n let total = todouble(toscalar(t | summarize sum(Count)));\r\n percentOfTotal(t, total)\r\n}\r\n\r\n// plusminus\r\n.create-or-alter function \r\nwith (docstring = 'Shows a +/- sign based on the direction of the number', folder = 'Common')\r\nplusminus(val: string)\r\n{\r\n let neg = substring(val, 0, 1) == '-';\r\n iff(neg, val, strcat('+', val))\r\n}\r\n\r\n// updown\r\n.create-or-alter function \r\nwith (docstring = 'Shows an up/down arrow based on the direction of the number', folder = 'Common')\r\nupdown(val: string)\r\n{\r\n let neg = substring(val, 0, 1) == '-';\r\n iff(neg, strcat('↓', substring(val, 1)), strcat('↑', val))\r\n}\r\n\r\n\r\n//===| String functions |===============================================================================================\r\n\r\n// percentstring\r\n// NOTE: Must be defined before deltastring\r\n.create-or-alter function \r\nwith (docstring = 'Calculate a percentage and render as a string', folder = 'Common')\r\npercentstring(num: double, total: double = 1.0, places: int = 9)\r\n{\r\n let value = 1.0 * num / total * 100;\r\n strcat(case(\r\n places != 9, round(value, places),\r\n value < 10, round(value, 2),\r\n round(value, 1)\r\n ), '%')\r\n}\r\n\r\n//----------------------------------------------------------------------------------------------------------------------\r\n\r\n// arraystring\r\n.create-or-alter function \r\nwith (docstring = 'Convert an array to a comma-delimited string', folder = 'Common')\r\narraystring(arr: dynamic)\r\n{\r\n replace_string(replace_regex(replace_regex(replace_regex(replace_regex(replace_regex(\r\n tostring(arr)\r\n , @'^\\[\"', '')\r\n , @'\"\\]$', '')\r\n , @'^, ', '')\r\n , @', $', '')\r\n , @'^\\[]$', '')\r\n , '\",\"', ', ')\r\n}\r\n\r\n// deltastring\r\n.create-or-alter function \r\nwith (docstring = 'Calculate a delta percentage and render as a string', folder = 'Common')\r\ndeltastring(oldval: double, newval: double, places: int = 1, useArrows: bool = false)\r\n{\r\n let d = delta(oldval, newval);\r\n strcat(case(useArrows and d > 0, '↑', useArrows and d < 0, '↓', d < 0, '-', ''), percentstring(abs(d), 1, places))\r\n}\r\n\r\n// diffstring\r\n.create-or-alter function \r\nwith (docstring = 'Calculate the difference and render as a string', folder = 'Common')\r\ndiffstring(oldval: double, newval: double, places: int = 1)\r\n{\r\n plusminus(round(newval - oldval, places))\r\n}\r\n\r\n// numberstring\r\n.create-or-alter function \r\nwith (docstring = 'Convert a number to a string', folder = 'Common')\r\nnumberstring(num: double, abbrev: bool = true)\r\n{\r\n replace_regex(case(\r\n num >= 10000000000000, strcat(round(1.0 * num / 1000000000000, 1), 'T'),\r\n num >= 1000000000000, strcat(round(1.0 * num / 1000000000000, 2), 'T'),\r\n num >= 10000000000, strcat(round(1.0 * num / 1000000000, 1), 'B'),\r\n num >= 1000000000, strcat(round(1.0 * num / 1000000000, 2), 'B'),\r\n num >= 10000000, strcat(round(1.0 * num / 1000000, 1), 'M'),\r\n num >= 1000000, strcat(round(1.0 * num / 1000000, 2), 'M'),\r\n num >= 10000, strcat(round(1.0 * num / 1000, 1), 'K'),\r\n // Kusto doesn't support back-refs yet -- num > 1000, replace_regex(tostring(num), @'(\\d)(?=(\\d{3})+\\.)', @'\\1,'), // See https://docs.microsoft.com/en-us/azure/data-explorer/kusto/query/re2-library\r\n num > 1000, replace_regex(tostring(num), @'([0-9]{3})$', @',\\1'), //num / 1000, ',', substring(tostring(num), 0) - (num / 1000 * 1000)),\r\n tostring(num)\r\n ), @'\\.0$', '')\r\n}\r\n\r\n\r\n//===| Other |==========================================================================================================\r\n\r\n// ifempty\r\n.create-or-alter function \r\nwith (docstring = 'Replaces an empty value with the specified default value', folder = 'Common')\r\nifempty(val: dynamic, defaultVal: dynamic)\r\n{\r\n iff(isempty(val), defaultVal, val)\r\n}\r\n", + "$fxv#9": "// Copyright (c) Microsoft Corporation.\r\n// Licensed under the MIT License.\r\n\r\n//======================================================================================================================\r\n// Hub database\r\n// Used for querying and reporting.\r\n//\r\n// Versioning strategy:\r\n// - Each dataset includes a function that returns the latest version of the data (e.g., \"Costs()\").\r\n// - Every supported version of FOCUS should have a corresponding function (e.g., \"Costs_v1_0\").\r\n// - Each versioned function unions data from versioned tables in the Ingestion database and transforms it to that FOCUS version for back compat.\r\n// - Consumers should use the unversioned function for the latest and the versioned functions for back compat.\r\n//\r\n// To add a new FOCUS versions:\r\n// 1. Add new FOCUS version section after the latest version section and before existing version sections\r\n// 2. Create new *_vX_Y functions per dataset that transforms older data to the new FOCUS version\r\n// 3. Update the unversioned functions to use the new *_vX_Y functions\r\n// 4. Update older versioned functions to also pull from the new *_vX_Y functions and transform to the old schema\r\n//======================================================================================================================\r\n\r\n// For allowed commands, see https://learn.microsoft.com/azure/data-explorer/database-script\r\n\r\n\r\n//======================================================================================================================\r\n// FOCUS 1.0\r\n//======================================================================================================================\r\n\r\n// CommitmentDiscountUsage_final_v1_0\r\n.create-or-alter function\r\nwith (docstring = 'Gets all commitment discount usage records aligned to FOCUS 1.0.', folder = 'CommitmentDiscountUsage')\r\nCommitmentDiscountUsage_v1_0()\r\n{\r\n database('Ingestion').CommitmentDiscountUsage_final_v1_0\r\n}\r\n\r\n\r\n// Costs_final_v1_0\r\n.create-or-alter function\r\nwith (docstring = 'Gets all cost and usage records aligned to FOCUS 1.0.', folder = 'Costs')\r\nCosts_v1_0()\r\n{\r\n database('Ingestion').Costs_final_v1_0\r\n}\r\n\r\n\r\n// Prices_final_v1_0\r\n.create-or-alter function\r\nwith (docstring = 'Gets all prices aligned to FOCUS 1.0.', folder = 'Prices')\r\nPrices_v1_0()\r\n{\r\n database('Ingestion').Prices_final_v1_0\r\n}\r\n\r\n\r\n// Recommendations_final_v1_0\r\n.create-or-alter function\r\nwith (docstring = 'Gets all recommendations aligned to FOCUS 1.0.', folder = 'Recommendations')\r\nRecommendations_v1_0()\r\n{\r\n database('Ingestion').Recommendations_final_v1_0\r\n}\r\n\r\n\r\n// Transactions_final_v1_0\r\n.create-or-alter function\r\nwith (docstring = 'Gets all transactions aligned to FOCUS 1.0.', folder = 'Transactions')\r\nTransactions_v1_0()\r\n{\r\n database('Ingestion').Transactions_final_v1_0\r\n}\r\n\r\n\r\n//======================================================================================================================\r\n// Latest FOCUS version\r\n//======================================================================================================================\r\n\r\n.create-or-alter function\r\nwith (docstring = 'Gets all commitment discount usage records with the latest supported version of the FOCUS schema.', folder = 'CommitmentDiscountUsage')\r\nCommitmentDiscountUsage()\r\n{\r\n CommitmentDiscountUsage_v1_0()\r\n}\r\n\r\n\r\n.create-or-alter function\r\nwith (docstring = 'Gets all cost and usage records with the latest supported version of the FOCUS schema.', folder = 'Costs')\r\nCosts()\r\n{\r\n Costs_v1_0()\r\n}\r\n\r\n\r\n.create-or-alter function\r\nwith (docstring = 'Gets all prices with the latest supported version of the FOCUS schema.', folder = 'Prices')\r\nPrices()\r\n{\r\n Prices_v1_0()\r\n}\r\n\r\n\r\n.create-or-alter function\r\nwith (docstring = 'Gets all recommendations with the latest supported version of the FOCUS schema.', folder = 'Recommendations')\r\nRecommendations()\r\n{\r\n Recommendations_v1_0()\r\n}\r\n\r\n\r\n.create-or-alter function\r\nwith (docstring = 'Gets all transactions with the latest supported version of the FOCUS schema.', folder = 'Transactions')\r\nTransactions()\r\n{\r\n Transactions_v1_0()\r\n}\r\n", + "ftkver": "[variables('$fxv#0')]", + "ftkVersion": "[if(contains(variables('ftkver'), '-'), split(variables('ftkver'), '-')[0], variables('ftkver'))]", + "ftkBranch": "[if(contains(variables('ftkver'), '-'), split(variables('ftkver'), '-')[1], '')]", + "dataExplorerPrivateDnsZoneName": "[replace(format('privatelink.{0}.{1}', parameters('location'), replace(environment().suffixes.storage, 'core', 'kusto')), '..', '.')]", + "ingestionCapacity": { + "Dev(No SLA)_Standard_E2a_v4": 1, + "Dev(No SLA)_Standard_D11_v2": 1, + "Standard_D11_v2": 2, + "Standard_D12_v2": 4, + "Standard_D13_v2": 8, + "Standard_D14_v2": 16, + "Standard_D16d_v5": 16, + "Standard_D32d_v4": 32, + "Standard_D32d_v5": 32, + "Standard_DS13_v2+1TB_PS": 8, + "Standard_DS13_v2+2TB_PS": 8, + "Standard_DS14_v2+3TB_PS": 16, + "Standard_DS14_v2+4TB_PS": 16, + "Standard_E2a_v4": 2, + "Standard_E2ads_v5": 2, + "Standard_E2d_v4": 2, + "Standard_E2d_v5": 2, + "Standard_E4a_v4": 4, + "Standard_E4ads_v5": 4, + "Standard_E4d_v4": 4, + "Standard_E4d_v5": 4, + "Standard_E8a_v4": 8, + "Standard_E8ads_v5": 8, + "Standard_E8as_v4+1TB_PS": 8, + "Standard_E8as_v4+2TB_PS": 8, + "Standard_E8as_v5+1TB_PS": 8, + "Standard_E8as_v5+2TB_PS": 8, + "Standard_E8d_v4": 8, + "Standard_E8d_v5": 8, + "Standard_E8s_v4+1TB_PS": 8, + "Standard_E8s_v4+2TB_PS": 8, + "Standard_E8s_v5+1TB_PS": 8, + "Standard_E8s_v5+2TB_PS": 8, + "Standard_E16a_v4": 16, + "Standard_E16ads_v5": 16, + "Standard_E16as_v4+3TB_PS": 16, + "Standard_E16as_v4+4TB_PS": 16, + "Standard_E16as_v5+3TB_PS": 16, + "Standard_E16as_v5+4TB_PS": 16, + "Standard_E16d_v4": 16, + "Standard_E16d_v5": 16, + "Standard_E16s_v4+3TB_PS": 16, + "Standard_E16s_v4+4TB_PS": 16, + "Standard_E16s_v5+3TB_PS": 16, + "Standard_E16s_v5+4TB_PS": 16, + "Standard_E64i_v3": 64, + "Standard_E80ids_v4": 80, + "Standard_EC8ads_v5": 8, + "Standard_EC8as_v5+1TB_PS": 8, + "Standard_EC8as_v5+2TB_PS": 8, + "Standard_EC16ads_v5": 16, + "Standard_EC16as_v5+3TB_PS": 16, + "Standard_EC16as_v5+4TB_PS": 16, + "Standard_L4s": 4, + "Standard_L8as_v3": 8, + "Standard_L8s": 8, + "Standard_L8s_v2": 8, + "Standard_L8s_v3": 8, + "Standard_L16as_v3": 16, + "Standard_L16s": 16, + "Standard_L16s_v2": 16, + "Standard_L16s_v3": 16, + "Standard_L32as_v3": 32, + "Standard_L32s_v3": 32 + } + }, + "resources": { + "cluster::ingestionDb::OpenDataFunctions_resource_type_1": { + "type": "Microsoft.Kusto/clusters/databases/scripts", + "apiVersion": "2023-08-15", + "name": "[format('{0}/{1}/{2}', parameters('clusterName'), 'Ingestion', 'OpenDataFunctions_resource_type_1')]", + "properties": { + "scriptContent": "[variables('$fxv#1')]", + "continueOnErrors": "[parameters('continueOnErrors')]", + "forceUpdateTag": "[parameters('forceUpdateTag')]" + }, + "dependsOn": [ + "cluster::ingestionDb" + ] + }, + "cluster::ingestionDb::OpenDataFunctions_resource_type_2": { + "type": "Microsoft.Kusto/clusters/databases/scripts", + "apiVersion": "2023-08-15", + "name": "[format('{0}/{1}/{2}', parameters('clusterName'), 'Ingestion', 'OpenDataFunctions_resource_type_2')]", + "properties": { + "scriptContent": "[variables('$fxv#2')]", + "continueOnErrors": "[parameters('continueOnErrors')]", + "forceUpdateTag": "[parameters('forceUpdateTag')]" + }, + "dependsOn": [ + "cluster::ingestionDb" + ] + }, + "cluster::ingestionDb::OpenDataFunctions_resource_type_3": { + "type": "Microsoft.Kusto/clusters/databases/scripts", + "apiVersion": "2023-08-15", + "name": "[format('{0}/{1}/{2}', parameters('clusterName'), 'Ingestion', 'OpenDataFunctions_resource_type_3')]", + "properties": { + "scriptContent": "[variables('$fxv#3')]", + "continueOnErrors": "[parameters('continueOnErrors')]", + "forceUpdateTag": "[parameters('forceUpdateTag')]" + }, + "dependsOn": [ + "cluster::ingestionDb" + ] + }, + "cluster::ingestionDb::OpenDataFunctions_resource_type_4": { + "type": "Microsoft.Kusto/clusters/databases/scripts", + "apiVersion": "2023-08-15", + "name": "[format('{0}/{1}/{2}', parameters('clusterName'), 'Ingestion', 'OpenDataFunctions_resource_type_4')]", + "properties": { + "scriptContent": "[variables('$fxv#4')]", + "continueOnErrors": "[parameters('continueOnErrors')]", + "forceUpdateTag": "[parameters('forceUpdateTag')]" + }, + "dependsOn": [ + "cluster::ingestionDb" + ] + }, + "cluster::ingestionDb::openDataScript": { + "type": "Microsoft.Kusto/clusters/databases/scripts", + "apiVersion": "2023-08-15", + "name": "[format('{0}/{1}/{2}', parameters('clusterName'), 'Ingestion', 'OpenDataFunctions')]", + "properties": { + "scriptContent": "[variables('$fxv#5')]", + "continueOnErrors": "[parameters('continueOnErrors')]", + "forceUpdateTag": "[parameters('forceUpdateTag')]" + }, + "dependsOn": [ + "cluster::ingestionDb", + "cluster::ingestionDb::OpenDataFunctions_resource_type_1", + "cluster::ingestionDb::OpenDataFunctions_resource_type_2", + "cluster::ingestionDb::OpenDataFunctions_resource_type_3", + "cluster::ingestionDb::OpenDataFunctions_resource_type_4" + ] + }, + "cluster::ingestionDb::commonScript": { + "type": "Microsoft.Kusto/clusters/databases/scripts", + "apiVersion": "2023-08-15", + "name": "[format('{0}/{1}/{2}', parameters('clusterName'), 'Ingestion', 'CommonFunctions')]", + "properties": { + "scriptContent": "[variables('$fxv#6')]", + "continueOnErrors": "[parameters('continueOnErrors')]", + "forceUpdateTag": "[parameters('forceUpdateTag')]" + }, + "dependsOn": [ + "cluster::ingestionDb", + "cluster::ingestionDb::openDataScript" + ] + }, + "cluster::ingestionDb::setupScript": { + "type": "Microsoft.Kusto/clusters/databases/scripts", + "apiVersion": "2023-08-15", + "name": "[format('{0}/{1}/{2}', parameters('clusterName'), 'Ingestion', 'SetupScript')]", + "properties": { + "scriptContent": "[replace(replace(replace(replace(variables('$fxv#7'), '$$adfPrincipalId$$', reference('dataFactory', '2018-06-01', 'full').identity.principalId), '$$adfTenantId$$', reference('dataFactory', '2018-06-01', 'full').identity.tenantId), '$$ftkOpenDataFolder$$', if(empty(variables('ftkBranch')), format('https://github.com/microsoft/finops-toolkit/releases/download/v{0}', variables('ftkVersion')), format('https://raw.githubusercontent.com/microsoft/finops-toolkit/{0}/src/open-data', variables('ftkBranch')))), '$$rawRetentionInDays$$', string(parameters('rawRetentionInDays')))]", + "continueOnErrors": "[parameters('continueOnErrors')]", + "forceUpdateTag": "[parameters('forceUpdateTag')]" + }, + "dependsOn": [ + "cluster::ingestionDb::commonScript", + "dataFactory", + "cluster::ingestionDb" + ] + }, + "cluster::hubDb::commonScript": { + "type": "Microsoft.Kusto/clusters/databases/scripts", + "apiVersion": "2023-08-15", + "name": "[format('{0}/{1}/{2}', parameters('clusterName'), 'Hub', 'CommonFunctions')]", + "properties": { + "scriptContent": "[variables('$fxv#8')]", + "continueOnErrors": "[parameters('continueOnErrors')]", + "forceUpdateTag": "[parameters('forceUpdateTag')]" + }, + "dependsOn": [ + "cluster::hubDb" + ] + }, + "cluster::hubDb::setupScript": { + "type": "Microsoft.Kusto/clusters/databases/scripts", + "apiVersion": "2023-08-15", + "name": "[format('{0}/{1}/{2}', parameters('clusterName'), 'Hub', 'SetupScript')]", + "properties": { + "scriptContent": "[replace(replace(variables('$fxv#9'), '$$adfPrincipalId$$', reference('dataFactory', '2018-06-01', 'full').identity.principalId), '$$adfTenantId$$', reference('dataFactory', '2018-06-01', 'full').identity.tenantId)]", + "continueOnErrors": "[parameters('continueOnErrors')]", + "forceUpdateTag": "[parameters('forceUpdateTag')]" + }, + "dependsOn": [ + "cluster::hubDb::commonScript", + "dataFactory", + "cluster::hubDb" + ] + }, + "cluster::adfClusterAdmin": { + "type": "Microsoft.Kusto/clusters/principalAssignments", + "apiVersion": "2023-08-15", + "name": "[format('{0}/{1}', parameters('clusterName'), 'adf-mi-cluster-admin')]", + "properties": { + "principalType": "App", + "principalId": "[reference('dataFactory', '2018-06-01', 'full').identity.principalId]", + "tenantId": "[reference('dataFactory', '2018-06-01', 'full').identity.tenantId]", + "role": "AllDatabasesAdmin" + }, + "dependsOn": [ + "cluster", + "dataFactory" + ] + }, + "cluster::ingestionDb": { + "type": "Microsoft.Kusto/clusters/databases", + "apiVersion": "2023-08-15", + "name": "[format('{0}/{1}', parameters('clusterName'), 'Ingestion')]", + "location": "[parameters('location')]", + "kind": "ReadWrite", + "dependsOn": [ + "cluster" + ] + }, + "cluster::hubDb": { + "type": "Microsoft.Kusto/clusters/databases", + "apiVersion": "2023-08-15", + "name": "[format('{0}/{1}', parameters('clusterName'), 'Hub')]", + "location": "[parameters('location')]", + "kind": "ReadWrite", + "dependsOn": [ + "cluster", + "cluster::ingestionDb::setupScript" + ] + }, + "dataFactory": { + "existing": true, + "type": "Microsoft.DataFactory/factories", + "apiVersion": "2018-06-01", + "name": "[parameters('dataFactoryName')]" + }, + "blobPrivateDnsZone": { + "existing": true, + "type": "Microsoft.Network/privateDnsZones", + "apiVersion": "2024-06-01", + "name": "[format('privatelink.blob.{0}', environment().suffixes.storage)]" + }, + "queuePrivateDnsZone": { + "existing": true, + "type": "Microsoft.Network/privateDnsZones", + "apiVersion": "2024-06-01", + "name": "[format('privatelink.queue.{0}', environment().suffixes.storage)]" + }, + "tablePrivateDnsZone": { + "existing": true, + "type": "Microsoft.Network/privateDnsZones", + "apiVersion": "2024-06-01", + "name": "[format('privatelink.table.{0}', environment().suffixes.storage)]" + }, + "storage": { + "existing": true, + "type": "Microsoft.Storage/storageAccounts", + "apiVersion": "2022-09-01", + "name": "[parameters('storageAccountName')]" + }, + "cluster": { + "type": "Microsoft.Kusto/clusters", + "apiVersion": "2023-08-15", + "name": "[parameters('clusterName')]", + "location": "[parameters('location')]", + "tags": "[union(parameters('tags'), coalesce(tryGet(parameters('tagsByResource'), 'Microsoft.Kusto/clusters'), createObject()))]", + "sku": { + "name": "[parameters('clusterSku')]", + "tier": "[if(startsWith(parameters('clusterSku'), 'Dev(No SLA)_'), 'Basic', 'Standard')]", + "capacity": "[if(startsWith(parameters('clusterSku'), 'Dev(No SLA)_'), 1, if(equals(parameters('clusterCapacity'), 1), 2, parameters('clusterCapacity')))]" + }, + "identity": { + "type": "SystemAssigned" + }, + "properties": { + "copy": [ + { + "name": "trustedExternalTenants", + "count": "[length(parameters('clusterTrustedExternalTenants'))]", + "input": { + "value": "[parameters('clusterTrustedExternalTenants')[copyIndex('trustedExternalTenants')]]" + } + } + ], + "enableStreamingIngest": true, + "enableAutoStop": false, + "publicNetworkAccess": "[if(parameters('enablePublicAccess'), 'Enabled', 'Disabled')]" + } + }, + "clusterStorageAccess": { + "type": "Microsoft.Authorization/roleAssignments", + "apiVersion": "2022-04-01", + "scope": "[format('Microsoft.Storage/storageAccounts/{0}', parameters('storageAccountName'))]", + "name": "[guid(parameters('clusterName'), subscription().id, 'Storage Blob Data Contributor')]", + "properties": { + "description": "Give \"Storage Blob Data Contributor\" to the cluster", + "principalId": "[reference('cluster', '2023-08-15', 'full').identity.principalId]", + "principalType": "ServicePrincipal", + "roleDefinitionId": "[subscriptionResourceId('Microsoft.Authorization/roleDefinitions', 'ba92f5b4-2d11-453d-a403-e96b0029c9fe')]" + }, + "dependsOn": [ + "cluster" + ] + }, + "dataExplorerPrivateDnsZone": { + "condition": "[not(parameters('enablePublicAccess'))]", + "type": "Microsoft.Network/privateDnsZones", + "apiVersion": "2024-06-01", + "name": "[variables('dataExplorerPrivateDnsZoneName')]", + "location": "global", + "tags": "[union(parameters('tags'), coalesce(tryGet(parameters('tagsByResource'), 'Microsoft.Network/privateDnsZones'), createObject()))]", + "properties": {} + }, + "dataExplorerPrivateDnsZoneLink": { + "condition": "[not(parameters('enablePublicAccess'))]", + "type": "Microsoft.Network/privateDnsZones/virtualNetworkLinks", + "apiVersion": "2024-06-01", + "name": "[format('{0}/{1}', variables('dataExplorerPrivateDnsZoneName'), format('{0}-link', replace(variables('dataExplorerPrivateDnsZoneName'), '.', '-')))]", + "location": "global", + "tags": "[union(parameters('tags'), coalesce(tryGet(parameters('tagsByResource'), 'Microsoft.Network/privateDnsZones/virtualNetworkLinks'), createObject()))]", + "properties": { + "virtualNetwork": { + "id": "[parameters('virtualNetworkId')]" + }, + "registrationEnabled": false + }, + "dependsOn": [ + "dataExplorerPrivateDnsZone" + ] + }, + "dataExplorerEndpoint": { + "condition": "[not(parameters('enablePublicAccess'))]", + "type": "Microsoft.Network/privateEndpoints", + "apiVersion": "2023-11-01", + "name": "[format('{0}-ep', parameters('clusterName'))]", + "location": "[parameters('location')]", + "tags": "[union(parameters('tags'), coalesce(tryGet(parameters('tagsByResource'), 'Microsoft.Network/privateEndpoints'), createObject()))]", + "properties": { + "subnet": { + "id": "[parameters('privateEndpointSubnetId')]" + }, + "privateLinkServiceConnections": [ + { + "name": "dataExplorerLink", + "properties": { + "privateLinkServiceId": "[resourceId('Microsoft.Kusto/clusters', parameters('clusterName'))]", + "groupIds": [ + "cluster" + ] + } + } + ] + }, + "dependsOn": [ + "cluster" + ] + }, + "dataExplorerPrivateDnsZoneGroup": { + "condition": "[not(parameters('enablePublicAccess'))]", + "type": "Microsoft.Network/privateEndpoints/privateDnsZoneGroups", + "apiVersion": "2023-11-01", + "name": "[format('{0}/{1}', format('{0}-ep', parameters('clusterName')), 'dataExplorer-endpoint-zone')]", + "properties": { + "privateDnsZoneConfigs": [ + { + "name": "privatelink-westus-kusto-net", + "properties": { + "privateDnsZoneId": "[resourceId('Microsoft.Network/privateDnsZones', variables('dataExplorerPrivateDnsZoneName'))]" + } + }, + { + "name": "privatelink-blob-core-windows-net", + "properties": { + "privateDnsZoneId": "[resourceId('Microsoft.Network/privateDnsZones', format('privatelink.blob.{0}', environment().suffixes.storage))]" + } + }, + { + "name": "privatelink-table-core-windows-net", + "properties": { + "privateDnsZoneId": "[resourceId('Microsoft.Network/privateDnsZones', format('privatelink.table.{0}', environment().suffixes.storage))]" + } + }, + { + "name": "privatelink-queue-core-windows-net", + "properties": { + "privateDnsZoneId": "[resourceId('Microsoft.Network/privateDnsZones', format('privatelink.queue.{0}', environment().suffixes.storage))]" + } + } + ] + }, + "dependsOn": [ + "dataExplorerEndpoint", + "dataExplorerPrivateDnsZone" + ] + } + }, + "outputs": { + "clusterId": { + "type": "string", + "metadata": { + "description": "The resource ID of the cluster." + }, + "value": "[resourceId('Microsoft.Kusto/clusters', parameters('clusterName'))]" + }, + "principalId": { + "type": "string", + "metadata": { + "description": "The ID of the cluster system assigned managed identity." + }, + "value": "[reference('cluster', '2023-08-15', 'full').identity.principalId]" + }, + "clusterName": { + "type": "string", + "metadata": { + "description": "The name of the cluster." + }, + "value": "[parameters('clusterName')]" + }, + "clusterUri": { + "type": "string", + "metadata": { + "description": "The URI of the cluster." + }, + "value": "[reference('cluster').uri]" + }, + "ingestionDbName": { + "type": "string", + "metadata": { + "description": "The name of the database for data ingestion." + }, + "value": "Ingestion" + }, + "hubDbName": { + "type": "string", + "metadata": { + "description": "The name of the database for queries." + }, + "value": "Hub" + }, + "clusterIngestionCapacity": { + "type": "int", + "metadata": { + "description": "Max ingestion capacity of the cluster." + }, + "value": "[coalesce(tryGet(variables('ingestionCapacity'), parameters('clusterSku')), 1)]" + } + } + } + }, + "dependsOn": [ + "dataFactory", + "storage", + "vnet" + ] + }, + "dataFactoryResources": { + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "dataFactoryResources", + "properties": { + "expressionEvaluationOptions": { + "scope": "inner" + }, + "mode": "Incremental", + "parameters": { + "hubName": { + "value": "[parameters('hubName')]" + }, + "dataFactoryName": { + "value": "[variables('dataFactoryName')]" + }, + "location": { + "value": "[parameters('location')]" + }, + "tags": { + "value": "[variables('resourceTags')]" + }, + "tagsByResource": { + "value": "[parameters('tagsByResource')]" + }, + "storageAccountName": { + "value": "[reference('storage').outputs.name.value]" + }, + "exportContainerName": { + "value": "[reference('storage').outputs.exportContainer.value]" + }, + "configContainerName": { + "value": "[reference('storage').outputs.configContainer.value]" + }, + "ingestionContainerName": { + "value": "[reference('storage').outputs.ingestionContainer.value]" + }, + "dataExplorerName": "[if(not(variables('deployDataExplorer')), createObject('value', ''), createObject('value', reference('dataExplorer').outputs.clusterName.value))]", + "dataExplorerPrincipalId": "[if(not(variables('deployDataExplorer')), createObject('value', ''), createObject('value', reference('dataExplorer').outputs.principalId.value))]", + "dataExplorerIngestionDatabase": "[if(not(variables('deployDataExplorer')), createObject('value', ''), createObject('value', reference('dataExplorer').outputs.ingestionDbName.value))]", + "dataExplorerIngestionCapacity": "[if(not(variables('deployDataExplorer')), createObject('value', 1), createObject('value', reference('dataExplorer').outputs.clusterIngestionCapacity.value))]", + "dataExplorerUri": "[if(not(variables('deployDataExplorer')), createObject('value', ''), createObject('value', reference('dataExplorer').outputs.clusterUri.value))]", + "dataExplorerId": "[if(not(variables('deployDataExplorer')), createObject('value', ''), createObject('value', reference('dataExplorer').outputs.clusterId.value))]", + "keyVaultName": { + "value": "[reference('keyVault').outputs.name.value]" + }, + "remoteHubStorageUri": { + "value": "[parameters('remoteHubStorageUri')]" + }, + "enablePublicAccess": { + "value": "[parameters('enablePublicAccess')]" + } + }, + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "languageVersion": "2.0", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.93.31351", + "templateHash": "12735875725202531386" + } + }, + "functions": [ + { + "namespace": "__bicep", + "members": { + "getExportBody": { + "parameters": [ + { + "type": "string", + "name": "exportContainerName" + }, + { + "type": "string", + "name": "datasetType" + }, + { + "type": "string", + "name": "schemaVersion" + }, + { + "type": "bool", + "name": "isMonthly" + }, + { + "type": "string", + "name": "exportFormat" + }, + { + "type": "string", + "name": "compressionMode" + }, + { + "type": "string", + "name": "partitionData" + }, + { + "type": "string", + "name": "dataOverwriteBehavior" + } + ], + "output": { + "type": "string", + "value": "[format('{{ \"properties\": {{ \"definition\": {{ \"dataSet\": {{ \"configuration\": {{ \"dataVersion\": \"{0}\", \"filters\": [] }}, \"granularity\": \"Daily\" }}, \"timeframe\": \"{1}\", \"type\": \"{2}\" }}, \"deliveryInfo\": {{ \"destination\": {{ \"container\": \"{3}\", \"rootFolderPath\": \"@{{if(startswith(item().scope, ''/''), substring(item().scope, 1, sub(length(item().scope), 1)) ,item().scope)}}\", \"type\": \"AzureBlob\", \"resourceId\": \"@{{variables(''storageAccountId'')}}\" }} }}, \"schedule\": {{ \"recurrence\": \"{4}\", \"recurrencePeriod\": {{ \"from\": \"2024-01-01T00:00:00.000Z\", \"to\": \"2050-02-01T00:00:00.000Z\" }}, \"status\": \"Inactive\" }}, \"format\": \"{5}\", \"partitionData\": \"{6}\", \"dataOverwriteBehavior\": \"{7}\", \"compressionMode\": \"{8}\" }}, \"id\": \"@{{variables(''resourceManagementUri'')}}@{{item().scope}}/providers/Microsoft.CostManagement/exports/@{{variables(''exportName'')}}\", \"name\": \"@{{variables(''exportName'')}}\", \"type\": \"Microsoft.CostManagement/reports\", \"identity\": {{ \"type\": \"systemAssigned\" }}, \"location\": \"global\" }}', parameters('schemaVersion'), if(parameters('isMonthly'), 'TheLastMonth', 'MonthToDate'), parameters('datasetType'), parameters('exportContainerName'), if(parameters('isMonthly'), 'Monthly', 'Daily'), parameters('exportFormat'), parameters('partitionData'), parameters('dataOverwriteBehavior'), parameters('compressionMode'))]" + } + } + } + } + ], + "parameters": { + "hubName": { + "type": "string", + "metadata": { + "description": "Required. Name of the FinOps hub instance." + } + }, + "dataFactoryName": { + "type": "string", + "metadata": { + "description": "Required. Name of the Data Factory instance." + } + }, + "keyVaultName": { + "type": "string", + "metadata": { + "description": "Required. The name of the Azure Key Vault instance." + } + }, + "storageAccountName": { + "type": "string", + "metadata": { + "description": "Required. The name of the Azure storage account instance." + } + }, + "exportContainerName": { + "type": "string", + "metadata": { + "description": "Required. The name of the container where Cost Management data is exported." + } + }, + "ingestionContainerName": { + "type": "string", + "metadata": { + "description": "Required. The name of the container where normalized data is ingested." + } + }, + "configContainerName": { + "type": "string", + "metadata": { + "description": "Required. The name of the container where normalized data is ingested." + } + }, + "dataExplorerName": { + "type": "string", + "defaultValue": "", + "metadata": { + "description": "Optional. Name of the Azure Data Explorer cluster to use for advanced analytics, if applicable." + } + }, + "dataExplorerId": { + "type": "string", + "defaultValue": "", + "metadata": { + "description": "Optional. Resource ID of the Azure Data Explorer cluster to use for advanced analytics, if applicable." + } + }, + "dataExplorerPrincipalId": { + "type": "string", + "defaultValue": "", + "metadata": { + "description": "Optional. ID of the Azure Data Explorer cluster system assigned managed identity, if applicable." + } + }, + "dataExplorerUri": { + "type": "string", + "defaultValue": "", + "metadata": { + "description": "Optional. URI of the Azure Data Explorer cluster to use for advanced analytics, if applicable." + } + }, + "dataExplorerIngestionDatabase": { + "type": "string", + "defaultValue": "Ingestion", + "metadata": { + "description": "Optional. Name of the Azure Data Explorer ingestion database. Default: \"ingestion\"." + } + }, + "dataExplorerIngestionCapacity": { + "type": "int", + "defaultValue": 1, + "metadata": { + "description": "Optional. Azure Data Explorer ingestion capacity. Increase for non-dev SKUs. Default: 1" + } + }, + "location": { + "type": "string", + "defaultValue": "[resourceGroup().location]", + "metadata": { + "description": "Optional. The location to use for the managed identity and deployment script to auto-start triggers. Default = (resource group location)." + } + }, + "remoteHubStorageUri": { + "type": "string", + "metadata": { + "description": "Optional. Remote storage account for ingestion dataset." + } + }, + "tags": { + "type": "object", + "defaultValue": {}, + "metadata": { + "description": "Optional. Tags to apply to all resources." + } + }, + "tagsByResource": { + "type": "object", + "defaultValue": {}, + "metadata": { + "description": "Optional. Tags to apply to resources based on their resource type. Resource type specific tags will be merged with tags for all resources." + } + }, + "enablePublicAccess": { + "type": "bool", + "metadata": { + "description": "Optional. Enable public access." + } + } + }, + "variables": { + "$fxv#0": "# Copyright (c) Microsoft Corporation.\r\n# Licensed under the MIT License.\r\n\r\n# Init outputs\r\n$DeploymentScriptOutputs = @{}\r\n\r\n# \r\n$adfParams = @{\r\n ResourceGroupName = $env:DataFactoryResourceGroup\r\n DataFactoryName = $env:DataFactoryName\r\n}\r\n\r\n# Delete old triggers\r\n$triggers = Get-AzDataFactoryV2Trigger @adfParams -ErrorAction SilentlyContinue `\r\n| Where-Object { $_.Name -match '^msexports(_(setup|daily|monthly|extract|FileAdded))?$' }\r\n$DeploymentScriptOutputs[\"stopTriggers\"] = $triggers | Stop-AzDataFactoryV2Trigger -Force -ErrorAction SilentlyContinue\r\n$DeploymentScriptOutputs[\"deleteTriggers\"] = $triggers | Remove-AzDataFactoryV2Trigger -Force -ErrorAction SilentlyContinue\r\n\r\n# Delete old pipelines\r\n$DeploymentScriptOutputs[\"pipelines\"] = Get-AzDataFactoryV2Pipeline @adfParams -ErrorAction SilentlyContinue `\r\n| Where-Object { $_.Name -match '^(msexports_(backfill|extract|fill|get|run|setup|transform)|config_(BackfillData|ExportData|RunBackfill|RunExports))$' } `\r\n| Remove-AzDataFactoryV2Pipeline -Force -ErrorAction SilentlyContinue\r\n", + "$fxv#1": "# Copyright (c) Microsoft Corporation.\r\n# Licensed under the MIT License.\r\n\r\nParam(\r\n [switch] $Stop\r\n)\r\n\r\n# Init outputs\r\n$DeploymentScriptOutputs = @{}\r\n\r\nif (-not $Stop)\r\n{\r\n Start-Sleep -Seconds 10\r\n}\r\n\r\n# Loop thru triggers\r\n$env:Triggers.Split('|') `\r\n| ForEach-Object {\r\n $trigger = $_\r\n if ($Stop)\r\n {\r\n Write-Output \"Stopping trigger $trigger...\"\r\n $triggerOutput = Stop-AzDataFactoryV2Trigger `\r\n -ResourceGroupName $env:DataFactoryResourceGroup `\r\n -DataFactoryName $env:DataFactoryName `\r\n -Name $trigger `\r\n -Force `\r\n -ErrorAction SilentlyContinue # Ignore errors, since the trigger may not exist\r\n }\r\n else\r\n {\r\n Write-Output \"Starting trigger $trigger...\"\r\n $triggerOutput = Start-AzDataFactoryV2Trigger `\r\n -ResourceGroupName $env:DataFactoryResourceGroup `\r\n -DataFactoryName $env:DataFactoryName `\r\n -Name $trigger `\r\n -Force\r\n }\r\n if ($triggerOutput)\r\n {\r\n Write-Output \"done...\"\r\n }\r\n else\r\n {\r\n Write-Output \"failed...\"\r\n }\r\n $DeploymentScriptOutputs[$trigger] = $triggerOutput\r\n}\r\n\r\nif ($Stop)\r\n{\r\n Start-Sleep -Seconds 10\r\n}\r\n\r\nif (-not [string]::IsNullOrWhiteSpace($env:Pipelines))\r\n{\r\n $env:Pipelines.Split('|') `\r\n | ForEach-Object {\r\n Write-Output \"Running the init pipeline...\"\r\n Invoke-AzDataFactoryV2Pipeline `\r\n -ResourceGroupName $env:DataFactoryResourceGroup `\r\n -DataFactoryName $env:DataFactoryName `\r\n -PipelineName $_\r\n }\r\n}\r\n", + "$fxv#2": "# Copyright (c) Microsoft Corporation.\r\n# Licensed under the MIT License.\r\n\r\nParam(\r\n [switch] $Stop\r\n)\r\n\r\n# Init outputs\r\n$DeploymentScriptOutputs = @{}\r\n\r\nif (-not $Stop)\r\n{\r\n Start-Sleep -Seconds 10\r\n}\r\n\r\n# Loop thru triggers\r\n$env:Triggers.Split('|') `\r\n| ForEach-Object {\r\n $trigger = $_\r\n if ($Stop)\r\n {\r\n Write-Output \"Stopping trigger $trigger...\"\r\n $triggerOutput = Stop-AzDataFactoryV2Trigger `\r\n -ResourceGroupName $env:DataFactoryResourceGroup `\r\n -DataFactoryName $env:DataFactoryName `\r\n -Name $trigger `\r\n -Force `\r\n -ErrorAction SilentlyContinue # Ignore errors, since the trigger may not exist\r\n }\r\n else\r\n {\r\n Write-Output \"Starting trigger $trigger...\"\r\n $triggerOutput = Start-AzDataFactoryV2Trigger `\r\n -ResourceGroupName $env:DataFactoryResourceGroup `\r\n -DataFactoryName $env:DataFactoryName `\r\n -Name $trigger `\r\n -Force\r\n }\r\n if ($triggerOutput)\r\n {\r\n Write-Output \"done...\"\r\n }\r\n else\r\n {\r\n Write-Output \"failed...\"\r\n }\r\n $DeploymentScriptOutputs[$trigger] = $triggerOutput\r\n}\r\n\r\nif ($Stop)\r\n{\r\n Start-Sleep -Seconds 10\r\n}\r\n\r\nif (-not [string]::IsNullOrWhiteSpace($env:Pipelines))\r\n{\r\n $env:Pipelines.Split('|') `\r\n | ForEach-Object {\r\n Write-Output \"Running the init pipeline...\"\r\n Invoke-AzDataFactoryV2Pipeline `\r\n -ResourceGroupName $env:DataFactoryResourceGroup `\r\n -DataFactoryName $env:DataFactoryName `\r\n -PipelineName $_\r\n }\r\n}\r\n", + "focusSchemaVersion": "1.0", + "ftkVersion": "0.8", + "exportApiVersion": "2023-07-01-preview", + "hubDataExplorerName": "hubDataExplorer", + "deployDataExplorer": "[not(empty(parameters('dataExplorerId')))]", + "datasetPropsDefault": { + "location": { + "type": "AzureBlobFSLocation", + "fileName": { + "value": "@{dataset().fileName}", + "type": "Expression" + }, + "folderPath": { + "value": "@{dataset().folderPath}", + "type": "Expression" + } + } + }, + "safeExportContainerName": "[replace(format('{0}', parameters('exportContainerName')), '-', '_')]", + "safeIngestionContainerName": "[replace(format('{0}', parameters('ingestionContainerName')), '-', '_')]", + "safeConfigContainerName": "[replace(format('{0}', parameters('configContainerName')), '-', '_')]", + "managedVnetName": "default", + "ingestionIdFileNameSeparator": "__", + "exportManifestAddedTriggerName": "[format('{0}_ManifestAdded', variables('safeExportContainerName'))]", + "ingestionManifestAddedTriggerName": "[format('{0}_ManifestAdded', variables('safeIngestionContainerName'))]", + "updateConfigTriggerName": "[format('{0}_SettingsUpdated', variables('safeConfigContainerName'))]", + "dailyTriggerName": "[format('{0}_DailySchedule', variables('safeConfigContainerName'))]", + "monthlyTriggerName": "[format('{0}_MonthlySchedule', variables('safeConfigContainerName'))]", + "allHubTriggers": [ + "[variables('exportManifestAddedTriggerName')]", + "[variables('ingestionManifestAddedTriggerName')]", + "[variables('updateConfigTriggerName')]", + "[variables('dailyTriggerName')]", + "[variables('monthlyTriggerName')]" + ], + "autoStartRbacRoles": [ + "673868aa-7521-48a0-acc6-0f60742d39f5", + "e40ec5ca-96e0-45a2-b4ff-59039f2c2b59" + ], + "storageRbacRoles": [ + "17d1049b-9a84-46fb-8f53-869881c3d3ab", + "ba92f5b4-2d11-453d-a403-e96b0029c9fe", + "acdd72a7-3385-48ef-bd42-f606fba81ae7", + "18d7d88d-d35e-4fb5-a5c3-7773c20a72d9" + ] + }, + "resources": { + "dataFactory": { + "existing": true, + "type": "Microsoft.DataFactory/factories", + "apiVersion": "2018-06-01", + "name": "[parameters('dataFactoryName')]" + }, + "storageAccount": { + "existing": true, + "type": "Microsoft.Storage/storageAccounts", + "apiVersion": "2022-09-01", + "name": "[parameters('storageAccountName')]" + }, + "keyVault": { + "existing": true, + "type": "Microsoft.KeyVault/vaults", + "apiVersion": "2023-02-01", + "name": "[parameters('keyVaultName')]" + }, + "managedVirtualNetwork": { + "condition": "[not(parameters('enablePublicAccess'))]", + "type": "Microsoft.DataFactory/factories/managedVirtualNetworks", + "apiVersion": "2018-06-01", + "name": "[format('{0}/{1}', parameters('dataFactoryName'), variables('managedVnetName'))]", + "properties": {} + }, + "managedIntegrationRuntime": { + "condition": "[not(parameters('enablePublicAccess'))]", + "type": "Microsoft.DataFactory/factories/integrationRuntimes", + "apiVersion": "2018-06-01", + "name": "[format('{0}/{1}', parameters('dataFactoryName'), 'ManagedIntegrationRuntime')]", + "properties": { + "type": "Managed", + "managedVirtualNetwork": { + "referenceName": "[variables('managedVnetName')]", + "type": "ManagedVirtualNetworkReference" + }, + "typeProperties": { + "computeProperties": { + "location": "[parameters('location')]", + "dataFlowProperties": { + "computeType": "General", + "coreCount": 8, + "timeToLive": 10, + "cleanup": false, + "customProperties": [] + }, + "copyComputeScaleProperties": { + "dataIntegrationUnit": 16, + "timeToLive": 30 + }, + "pipelineExternalComputeScaleProperties": { + "timeToLive": 30, + "numberOfPipelineNodes": 1, + "numberOfExternalNodes": 1 + } + } + } + }, + "dependsOn": [ + "managedVirtualNetwork" + ] + }, + "storageManagedPrivateEndpoint": { + "condition": "[not(parameters('enablePublicAccess'))]", + "type": "Microsoft.DataFactory/factories/managedVirtualNetworks/managedPrivateEndpoints", + "apiVersion": "2018-06-01", + "name": "[format('{0}/{1}/{2}', parameters('dataFactoryName'), variables('managedVnetName'), parameters('storageAccountName'))]", + "properties": { + "name": "[parameters('storageAccountName')]", + "groupId": "dfs", + "privateLinkResourceId": "[resourceId('Microsoft.Storage/storageAccounts', parameters('storageAccountName'))]", + "fqdns": [ + "[reference('storageAccount').primaryEndpoints.dfs]" + ] + }, + "dependsOn": [ + "managedVirtualNetwork", + "storageAccount" + ] + }, + "keyVaultManagedPrivateEndpoint": { + "condition": "[not(parameters('enablePublicAccess'))]", + "type": "Microsoft.DataFactory/factories/managedVirtualNetworks/managedPrivateEndpoints", + "apiVersion": "2018-06-01", + "name": "[format('{0}/{1}/{2}', parameters('dataFactoryName'), variables('managedVnetName'), parameters('keyVaultName'))]", + "properties": { + "name": "[parameters('keyVaultName')]", + "groupId": "vault", + "privateLinkResourceId": "[resourceId('Microsoft.KeyVault/vaults', parameters('keyVaultName'))]", + "fqdns": [ + "[reference('keyVault').vaultUri]" + ] + }, + "dependsOn": [ + "keyVault", + "managedVirtualNetwork" + ] + }, + "dataExplorerManagedPrivateEndpoint": { + "condition": "[and(variables('deployDataExplorer'), not(parameters('enablePublicAccess')))]", + "type": "Microsoft.DataFactory/factories/managedVirtualNetworks/managedPrivateEndpoints", + "apiVersion": "2018-06-01", + "name": "[format('{0}/{1}/{2}', parameters('dataFactoryName'), variables('managedVnetName'), variables('hubDataExplorerName'))]", + "properties": { + "name": "[variables('hubDataExplorerName')]", + "groupId": "cluster", + "privateLinkResourceId": "[parameters('dataExplorerId')]", + "fqdns": [ + "[parameters('dataExplorerUri')]" + ] + }, + "dependsOn": [ + "managedVirtualNetwork" + ] + }, + "triggerManagerIdentity": { + "type": "Microsoft.ManagedIdentity/userAssignedIdentities", + "apiVersion": "2023-01-31", + "name": "[format('{0}_triggerManager', parameters('dataFactoryName'))]", + "location": "[parameters('location')]", + "tags": "[union(parameters('tags'), coalesce(tryGet(parameters('tagsByResource'), 'Microsoft.ManagedIdentity/userAssignedIdentities'), createObject()))]" + }, + "triggerManagerRoleAssignments": { + "copy": { + "name": "triggerManagerRoleAssignments", + "count": "[length(variables('autoStartRbacRoles'))]" + }, + "type": "Microsoft.Authorization/roleAssignments", + "apiVersion": "2022-04-01", + "scope": "[format('Microsoft.DataFactory/factories/{0}', parameters('dataFactoryName'))]", + "name": "[guid(resourceId('Microsoft.DataFactory/factories', parameters('dataFactoryName')), variables('autoStartRbacRoles')[copyIndex()], resourceId('Microsoft.ManagedIdentity/userAssignedIdentities', format('{0}_triggerManager', parameters('dataFactoryName'))))]", + "properties": { + "roleDefinitionId": "[subscriptionResourceId('Microsoft.Authorization/roleDefinitions', variables('autoStartRbacRoles')[copyIndex()])]", + "principalId": "[reference('triggerManagerIdentity').principalId]", + "principalType": "ServicePrincipal" + }, + "dependsOn": [ + "triggerManagerIdentity" + ] + }, + "factoryIdentityStorageRoleAssignments": { + "copy": { + "name": "factoryIdentityStorageRoleAssignments", + "count": "[length(variables('storageRbacRoles'))]" + }, + "type": "Microsoft.Authorization/roleAssignments", + "apiVersion": "2022-04-01", + "scope": "[format('Microsoft.Storage/storageAccounts/{0}', parameters('storageAccountName'))]", + "name": "[guid(resourceId('Microsoft.Storage/storageAccounts', parameters('storageAccountName')), variables('storageRbacRoles')[copyIndex()], resourceId('Microsoft.DataFactory/factories', parameters('dataFactoryName')))]", + "properties": { + "roleDefinitionId": "[subscriptionResourceId('Microsoft.Authorization/roleDefinitions', variables('storageRbacRoles')[copyIndex()])]", + "principalId": "[reference('dataFactory', '2018-06-01', 'full').identity.principalId]", + "principalType": "ServicePrincipal" + }, + "dependsOn": [ + "dataFactory" + ] + }, + "deleteOldResources": { + "type": "Microsoft.Resources/deploymentScripts", + "apiVersion": "2020-10-01", + "name": "[format('{0}_deleteOldResources', parameters('dataFactoryName'))]", + "location": "[if(startsWith(parameters('location'), 'china'), 'chinaeast2', parameters('location'))]", + "identity": { + "type": "UserAssigned", + "userAssignedIdentities": { + "[format('{0}', resourceId('Microsoft.ManagedIdentity/userAssignedIdentities', format('{0}_triggerManager', parameters('dataFactoryName'))))]": {} + } + }, + "kind": "AzurePowerShell", + "tags": "[union(parameters('tags'), coalesce(tryGet(parameters('tagsByResource'), 'Microsoft.Resources/deploymentScripts'), createObject()))]", + "properties": { + "azPowerShellVersion": "8.0", + "retentionInterval": "PT1H", + "cleanupPreference": "OnSuccess", + "scriptContent": "[variables('$fxv#0')]", + "environmentVariables": [ + { + "name": "DataFactorySubscriptionId", + "value": "[subscription().id]" + }, + { + "name": "DataFactoryResourceGroup", + "value": "[resourceGroup().name]" + }, + { + "name": "DataFactoryName", + "value": "[parameters('dataFactoryName')]" + } + ] + }, + "dependsOn": [ + "triggerManagerIdentity", + "triggerManagerRoleAssignments" + ] + }, + "stopTriggers": { + "type": "Microsoft.Resources/deploymentScripts", + "apiVersion": "2020-10-01", + "name": "[format('{0}_stopTriggers', parameters('dataFactoryName'))]", + "location": "[parameters('location')]", + "identity": { + "type": "UserAssigned", + "userAssignedIdentities": { + "[format('{0}', resourceId('Microsoft.ManagedIdentity/userAssignedIdentities', format('{0}_triggerManager', parameters('dataFactoryName'))))]": {} + } + }, + "kind": "AzurePowerShell", + "tags": "[parameters('tags')]", + "properties": { + "azPowerShellVersion": "8.0", + "retentionInterval": "PT1H", + "cleanupPreference": "OnSuccess", + "scriptContent": "[variables('$fxv#1')]", + "arguments": "-Stop", + "environmentVariables": [ + { + "name": "DataFactorySubscriptionId", + "value": "[subscription().id]" + }, + { + "name": "DataFactoryResourceGroup", + "value": "[resourceGroup().name]" + }, + { + "name": "DataFactoryName", + "value": "[parameters('dataFactoryName')]" + }, + { + "name": "Triggers", + "value": "[join(variables('allHubTriggers'), '|')]" + } + ] + }, + "dependsOn": [ + "triggerManagerIdentity", + "triggerManagerRoleAssignments" + ] + }, + "linkedService_keyVault": { + "type": "Microsoft.DataFactory/factories/linkedservices", + "apiVersion": "2018-06-01", + "name": "[format('{0}/{1}', parameters('dataFactoryName'), parameters('keyVaultName'))]", + "properties": { + "annotations": [], + "parameters": {}, + "type": "AzureKeyVault", + "typeProperties": { + "baseUrl": "[reference(format('Microsoft.KeyVault/vaults/{0}', parameters('keyVaultName')), '2023-02-01').vaultUri]" + }, + "connectVia": "[if(parameters('enablePublicAccess'), null(), createObject('referenceName', 'ManagedIntegrationRuntime', 'type', 'IntegrationRuntimeReference'))]" + }, + "dependsOn": [ + "managedIntegrationRuntime" + ] + }, + "linkedService_storageAccount": { + "type": "Microsoft.DataFactory/factories/linkedservices", + "apiVersion": "2018-06-01", + "name": "[format('{0}/{1}', parameters('dataFactoryName'), parameters('storageAccountName'))]", + "properties": { + "annotations": [], + "parameters": {}, + "type": "AzureBlobFS", + "typeProperties": { + "url": "[reference(format('Microsoft.Storage/storageAccounts/{0}', parameters('storageAccountName')), '2021-08-01').primaryEndpoints.dfs]" + }, + "connectVia": "[if(parameters('enablePublicAccess'), null(), createObject('referenceName', 'ManagedIntegrationRuntime', 'type', 'IntegrationRuntimeReference'))]" + }, + "dependsOn": [ + "managedIntegrationRuntime" + ] + }, + "linkedService_dataExplorer": { + "condition": "[variables('deployDataExplorer')]", + "type": "Microsoft.DataFactory/factories/linkedservices", + "apiVersion": "2018-06-01", + "name": "[format('{0}/{1}', parameters('dataFactoryName'), variables('hubDataExplorerName'))]", + "properties": { + "type": "AzureDataExplorer", + "parameters": { + "database": { + "type": "String", + "defaultValue": "[parameters('dataExplorerIngestionDatabase')]" + } + }, + "typeProperties": { + "endpoint": "[parameters('dataExplorerUri')]", + "database": "@{linkedService().database}", + "tenant": "[reference('dataFactory', '2018-06-01', 'full').identity.tenantId]", + "servicePrincipalId": "[reference('dataFactory', '2018-06-01', 'full').identity.principalId]" + }, + "connectVia": "[if(parameters('enablePublicAccess'), null(), createObject('referenceName', 'ManagedIntegrationRuntime', 'type', 'IntegrationRuntimeReference'))]" + }, + "dependsOn": [ + "dataFactory", + "managedIntegrationRuntime" + ] + }, + "linkedService_remoteHubStorage": { + "condition": "[not(empty(parameters('remoteHubStorageUri')))]", + "type": "Microsoft.DataFactory/factories/linkedservices", + "apiVersion": "2018-06-01", + "name": "[format('{0}/{1}', parameters('dataFactoryName'), 'remoteHubStorage')]", + "properties": { + "annotations": [], + "parameters": {}, + "type": "AzureBlobFS", + "typeProperties": { + "url": "[parameters('remoteHubStorageUri')]", + "accountKey": { + "type": "AzureKeyVaultSecret", + "store": { + "referenceName": "[parameters('keyVaultName')]", + "type": "LinkedServiceReference" + }, + "secretName": "[format('{0}-storage-key', toLower(parameters('hubName')))]" + } + }, + "connectVia": "[if(parameters('enablePublicAccess'), null(), createObject('referenceName', 'ManagedIntegrationRuntime', 'type', 'IntegrationRuntimeReference'))]" + }, + "dependsOn": [ + "linkedService_keyVault", + "managedIntegrationRuntime" + ] + }, + "linkedService_ftkRepo": { + "type": "Microsoft.DataFactory/factories/linkedservices", + "apiVersion": "2018-06-01", + "name": "[format('{0}/{1}', parameters('dataFactoryName'), 'ftkRepo')]", + "properties": { + "parameters": { + "filePath": { + "type": "string" + } + }, + "annotations": [], + "type": "HttpServer", + "typeProperties": { + "url": "@concat('https://github.com/microsoft/finops-toolkit/', linkedService().filePath)", + "enableServerCertificateValidation": true, + "authenticationType": "Anonymous" + }, + "connectVia": "[if(parameters('enablePublicAccess'), null(), createObject('referenceName', 'ManagedIntegrationRuntime', 'type', 'IntegrationRuntimeReference'))]" + }, + "dependsOn": [ + "managedIntegrationRuntime" + ] + }, + "dataset_config": { + "type": "Microsoft.DataFactory/factories/datasets", + "apiVersion": "2018-06-01", + "name": "[format('{0}/{1}', parameters('dataFactoryName'), variables('safeConfigContainerName'))]", + "properties": { + "annotations": [], + "parameters": { + "fileName": { + "type": "String", + "defaultValue": "settings.json" + }, + "folderPath": { + "type": "String", + "defaultValue": "[parameters('configContainerName')]" + } + }, + "type": "Json", + "typeProperties": "[variables('datasetPropsDefault')]", + "linkedServiceName": { + "parameters": {}, + "referenceName": "[parameters('storageAccountName')]", + "type": "LinkedServiceReference" + } + }, + "dependsOn": [ + "linkedService_storageAccount" + ] + }, + "dataset_manifest": { + "type": "Microsoft.DataFactory/factories/datasets", + "apiVersion": "2018-06-01", + "name": "[format('{0}/{1}', parameters('dataFactoryName'), 'manifest')]", + "properties": { + "annotations": [], + "parameters": { + "fileName": { + "type": "String", + "defaultValue": "manifest.json" + }, + "folderPath": { + "type": "String", + "defaultValue": "[parameters('exportContainerName')]" + } + }, + "type": "Json", + "typeProperties": "[variables('datasetPropsDefault')]", + "linkedServiceName": { + "parameters": {}, + "referenceName": "[parameters('storageAccountName')]", + "type": "LinkedServiceReference" + } + }, + "dependsOn": [ + "linkedService_storageAccount" + ] + }, + "dataset_msexports": { + "type": "Microsoft.DataFactory/factories/datasets", + "apiVersion": "2018-06-01", + "name": "[format('{0}/{1}', parameters('dataFactoryName'), variables('safeExportContainerName'))]", + "properties": { + "annotations": [], + "parameters": { + "blobPath": { + "type": "String" + } + }, + "type": "DelimitedText", + "typeProperties": { + "location": { + "type": "AzureBlobFSLocation", + "fileName": { + "value": "@{dataset().blobPath}", + "type": "Expression" + }, + "fileSystem": "[variables('safeExportContainerName')]" + }, + "columnDelimiter": ",", + "escapeChar": "\"", + "quoteChar": "\"", + "firstRowAsHeader": true + }, + "linkedServiceName": { + "parameters": {}, + "referenceName": "[parameters('storageAccountName')]", + "type": "LinkedServiceReference" + } + }, + "dependsOn": [ + "linkedService_storageAccount" + ] + }, + "dataset_msexports_gzip": { + "type": "Microsoft.DataFactory/factories/datasets", + "apiVersion": "2018-06-01", + "name": "[format('{0}/{1}', parameters('dataFactoryName'), format('{0}_gzip', variables('safeExportContainerName')))]", + "properties": { + "annotations": [], + "parameters": { + "blobPath": { + "type": "String" + } + }, + "type": "DelimitedText", + "typeProperties": { + "location": { + "type": "AzureBlobFSLocation", + "fileName": { + "value": "@{dataset().blobPath}", + "type": "Expression" + }, + "fileSystem": "[variables('safeExportContainerName')]" + }, + "columnDelimiter": ",", + "escapeChar": "\"", + "quoteChar": "\"", + "firstRowAsHeader": true, + "compressionCodec": "Gzip" + }, + "linkedServiceName": { + "parameters": {}, + "referenceName": "[parameters('storageAccountName')]", + "type": "LinkedServiceReference" + } + }, + "dependsOn": [ + "linkedService_storageAccount" + ] + }, + "dataset_msexports_parquet": { + "type": "Microsoft.DataFactory/factories/datasets", + "apiVersion": "2018-06-01", + "name": "[format('{0}/{1}', parameters('dataFactoryName'), format('{0}_parquet', variables('safeExportContainerName')))]", + "properties": { + "annotations": [], + "parameters": { + "blobPath": { + "type": "String" + } + }, + "type": "Parquet", + "typeProperties": { + "location": { + "type": "AzureBlobFSLocation", + "fileName": { + "value": "@{dataset().blobPath}", + "type": "Expression" + }, + "fileSystem": "[variables('safeExportContainerName')]" + } + }, + "linkedServiceName": { + "parameters": {}, + "referenceName": "[parameters('storageAccountName')]", + "type": "LinkedServiceReference" + } + }, + "dependsOn": [ + "linkedService_storageAccount" + ] + }, + "dataset_ingestion": { + "type": "Microsoft.DataFactory/factories/datasets", + "apiVersion": "2018-06-01", + "name": "[format('{0}/{1}', parameters('dataFactoryName'), variables('safeIngestionContainerName'))]", + "properties": { + "annotations": [], + "parameters": { + "blobPath": { + "type": "String" + } + }, + "type": "Parquet", + "typeProperties": { + "location": { + "type": "AzureBlobFSLocation", + "fileName": { + "value": "@{dataset().blobPath}", + "type": "Expression" + }, + "fileSystem": "[variables('safeIngestionContainerName')]" + } + }, + "linkedServiceName": { + "parameters": {}, + "referenceName": "[if(empty(parameters('remoteHubStorageUri')), parameters('storageAccountName'), 'remoteHubStorage')]", + "type": "LinkedServiceReference" + } + }, + "dependsOn": [ + "linkedService_remoteHubStorage", + "linkedService_storageAccount" + ] + }, + "dataset_ingestion_files": { + "type": "Microsoft.DataFactory/factories/datasets", + "apiVersion": "2018-06-01", + "name": "[format('{0}/{1}', parameters('dataFactoryName'), format('{0}_files', variables('safeIngestionContainerName')))]", + "properties": { + "annotations": [], + "parameters": { + "folderPath": { + "type": "String" + } + }, + "type": "Parquet", + "typeProperties": { + "location": { + "type": "AzureBlobFSLocation", + "fileSystem": "[variables('safeIngestionContainerName')]", + "folderPath": { + "value": "@dataset().folderPath", + "type": "Expression" + } + } + }, + "linkedServiceName": { + "parameters": {}, + "referenceName": "[if(empty(parameters('remoteHubStorageUri')), parameters('storageAccountName'), 'remoteHubStorage')]", + "type": "LinkedServiceReference" + } + }, + "dependsOn": [ + "linkedService_remoteHubStorage", + "linkedService_storageAccount" + ] + }, + "dataset_dataExplorer": { + "condition": "[variables('deployDataExplorer')]", + "type": "Microsoft.DataFactory/factories/datasets", + "apiVersion": "2018-06-01", + "name": "[format('{0}/{1}', parameters('dataFactoryName'), variables('hubDataExplorerName'))]", + "properties": { + "type": "AzureDataExplorerTable", + "linkedServiceName": { + "parameters": { + "database": "@dataset().database" + }, + "referenceName": "[variables('hubDataExplorerName')]", + "type": "LinkedServiceReference" + }, + "parameters": { + "database": { + "type": "String", + "defaultValue": "[parameters('dataExplorerIngestionDatabase')]" + }, + "table": { + "type": "String" + } + }, + "typeProperties": { + "table": { + "value": "@dataset().table", + "type": "Expression" + } + } + }, + "dependsOn": [ + "linkedService_dataExplorer" + ] + }, + "dataset_ftkReleaseFile": { + "type": "Microsoft.DataFactory/factories/datasets", + "apiVersion": "2018-06-01", + "name": "[format('{0}/{1}', parameters('dataFactoryName'), 'ftkReleaseFile')]", + "properties": { + "linkedServiceName": { + "referenceName": "ftkRepo", + "type": "LinkedServiceReference" + }, + "parameters": { + "fileName": { + "type": "string" + }, + "version": { + "type": "string", + "defaultValue": "[variables('ftkVersion')]" + } + }, + "annotations": [], + "type": "DelimitedText", + "typeProperties": { + "location": { + "type": "HttpServerLocation", + "relativeUrl": { + "value": "@concat('releases/download/v', dataset().version, '/', dataset().fileName)", + "type": "Expression" + } + }, + "columnDelimiter": ",", + "escapeChar": "\\", + "firstRowAsHeader": true, + "quoteChar": "\"" + }, + "schema": [] + }, + "dependsOn": [ + "linkedService_ftkRepo" + ] + }, + "trigger_ExportManifestAdded": { + "type": "Microsoft.DataFactory/factories/triggers", + "apiVersion": "2018-06-01", + "name": "[format('{0}/{1}', parameters('dataFactoryName'), variables('exportManifestAddedTriggerName'))]", + "properties": { + "annotations": [], + "pipelines": [ + { + "pipelineReference": { + "referenceName": "[format('{0}_ExecuteETL', variables('safeExportContainerName'))]", + "type": "PipelineReference" + }, + "parameters": { + "folderPath": "@triggerBody().folderPath", + "fileName": "@triggerBody().fileName" + } + } + ], + "type": "BlobEventsTrigger", + "typeProperties": { + "blobPathBeginsWith": "[format('/{0}/blobs/', parameters('exportContainerName'))]", + "blobPathEndsWith": "manifest.json", + "ignoreEmptyBlobs": true, + "scope": "[resourceId('Microsoft.Storage/storageAccounts', parameters('storageAccountName'))]", + "events": [ + "Microsoft.Storage.BlobCreated" + ] + } + }, + "dependsOn": [ + "pipeline_ExecuteExportsETL", + "stopTriggers" + ] + }, + "trigger_IngestionManifestAdded": { + "condition": "[variables('deployDataExplorer')]", + "type": "Microsoft.DataFactory/factories/triggers", + "apiVersion": "2018-06-01", + "name": "[format('{0}/{1}', parameters('dataFactoryName'), variables('ingestionManifestAddedTriggerName'))]", + "properties": { + "annotations": [], + "pipelines": [ + { + "pipelineReference": { + "referenceName": "[format('{0}_ExecuteETL', variables('safeIngestionContainerName'))]", + "type": "PipelineReference" + }, + "parameters": { + "folderPath": "@triggerBody().folderPath" + } + } + ], + "type": "BlobEventsTrigger", + "typeProperties": { + "blobPathBeginsWith": "[format('/{0}/blobs/', parameters('ingestionContainerName'))]", + "blobPathEndsWith": "manifest.json", + "ignoreEmptyBlobs": true, + "scope": "[resourceId('Microsoft.Storage/storageAccounts', parameters('storageAccountName'))]", + "events": [ + "Microsoft.Storage.BlobCreated" + ] + } + }, + "dependsOn": [ + "pipeline_ExecuteIngestionETL", + "stopTriggers" + ] + }, + "trigger_SettingsUpdated": { + "type": "Microsoft.DataFactory/factories/triggers", + "apiVersion": "2018-06-01", + "name": "[format('{0}/{1}', parameters('dataFactoryName'), variables('updateConfigTriggerName'))]", + "properties": { + "annotations": [], + "pipelines": [ + { + "pipelineReference": { + "referenceName": "[format('{0}_ConfigureExports', variables('safeConfigContainerName'))]", + "type": "PipelineReference" + } + } + ], + "type": "BlobEventsTrigger", + "typeProperties": { + "blobPathBeginsWith": "[format('/{0}/blobs/', parameters('configContainerName'))]", + "blobPathEndsWith": "settings.json", + "ignoreEmptyBlobs": true, + "scope": "[resourceId('Microsoft.Storage/storageAccounts', parameters('storageAccountName'))]", + "events": [ + "Microsoft.Storage.BlobCreated" + ] + } + }, + "dependsOn": [ + "pipeline_ConfigureExports", + "stopTriggers" + ] + }, + "trigger_DailySchedule": { + "type": "Microsoft.DataFactory/factories/triggers", + "apiVersion": "2018-06-01", + "name": "[format('{0}/{1}', parameters('dataFactoryName'), variables('dailyTriggerName'))]", + "properties": { + "pipelines": [ + { + "pipelineReference": { + "referenceName": "[format('{0}_StartExportProcess', variables('safeConfigContainerName'))]", + "type": "PipelineReference" + }, + "parameters": { + "Recurrence": "Daily" + } + } + ], + "type": "ScheduleTrigger", + "typeProperties": { + "recurrence": { + "frequency": "Hour", + "interval": 24, + "startTime": "2023-01-01T01:01:00", + "timeZone": "[reference('azuretimezones').outputs.Timezone.value]" + } + } + }, + "dependsOn": [ + "azuretimezones", + "pipeline_StartExportProcess", + "stopTriggers" + ] + }, + "trigger_MonthlySchedule": { + "type": "Microsoft.DataFactory/factories/triggers", + "apiVersion": "2018-06-01", + "name": "[format('{0}/{1}', parameters('dataFactoryName'), variables('monthlyTriggerName'))]", + "properties": { + "pipelines": [ + { + "pipelineReference": { + "referenceName": "[format('{0}_StartExportProcess', variables('safeConfigContainerName'))]", + "type": "PipelineReference" + }, + "parameters": { + "Recurrence": "Monthly" + } + } + ], + "type": "ScheduleTrigger", + "typeProperties": { + "recurrence": { + "frequency": "Month", + "interval": 1, + "startTime": "2023-01-05T01:11:00", + "timeZone": "[reference('azuretimezones').outputs.Timezone.value]", + "schedule": { + "monthDays": [ + 5, + 19 + ] + } + } + } + }, + "dependsOn": [ + "azuretimezones", + "pipeline_StartExportProcess", + "stopTriggers" + ] + }, + "pipeline_InitializeHub": { + "condition": "[variables('deployDataExplorer')]", + "type": "Microsoft.DataFactory/factories/pipelines", + "apiVersion": "2018-06-01", + "name": "[format('{0}/{1}', parameters('dataFactoryName'), format('{0}_InitializeHub', variables('safeConfigContainerName')))]", + "properties": { + "activities": [ + { + "name": "Get Config", + "type": "Lookup", + "dependsOn": [], + "policy": { + "timeout": "0.00:05:00", + "retry": 2, + "retryIntervalInSeconds": 30, + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "source": { + "type": "JsonSource", + "storeSettings": { + "type": "AzureBlobFSReadSettings", + "recursive": true, + "enablePartitionDiscovery": false + }, + "formatSettings": { + "type": "JsonReadSettings" + } + }, + "dataset": { + "referenceName": "[variables('safeConfigContainerName')]", + "type": "DatasetReference" + } + } + }, + { + "name": "Set Version", + "type": "SetVariable", + "dependsOn": [ + { + "activity": "Get Config", + "dependencyConditions": [ + "Succeeded" + ] + } + ], + "userProperties": [], + "typeProperties": { + "variableName": "version", + "value": { + "value": "@activity('Get Config').output.firstRow.version", + "type": "Expression" + } + } + }, + { + "name": "Set Scopes", + "type": "SetVariable", + "dependsOn": [ + { + "activity": "Get Config", + "dependencyConditions": [ + "Succeeded" + ] + } + ], + "userProperties": [], + "typeProperties": { + "variableName": "scopes", + "value": { + "value": "@string(activity('Get Config').output.firstRow.scopes)", + "type": "Expression" + } + } + }, + { + "name": "Set Retention", + "type": "SetVariable", + "dependsOn": [ + { + "activity": "Get Config", + "dependencyConditions": [ + "Succeeded" + ] + } + ], + "userProperties": [], + "typeProperties": { + "variableName": "retention", + "value": { + "value": "@string(activity('Get Config').output.firstRow.retention)", + "type": "Expression" + } + } + }, + { + "name": "Until Capacity Is Available", + "type": "Until", + "dependsOn": [ + { + "activity": "Set Version", + "dependencyConditions": [ + "Succeeded" + ] + }, + { + "activity": "Set Scopes", + "dependencyConditions": [ + "Succeeded" + ] + }, + { + "activity": "Set Retention", + "dependencyConditions": [ + "Succeeded" + ] + } + ], + "userProperties": [], + "typeProperties": { + "expression": { + "value": "@equals(variables('tryAgain'), false)", + "type": "Expression" + }, + "activities": [ + { + "name": "Confirm Ingestion Capacity", + "type": "AzureDataExplorerCommand", + "dependsOn": [], + "policy": { + "timeout": "0.12:00:00", + "retry": 0, + "retryIntervalInSeconds": 30, + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "command": ".show capacity | where Resource == 'Ingestions' | project Remaining", + "commandTimeout": "00:20:00" + }, + "linkedServiceName": { + "referenceName": "[variables('hubDataExplorerName')]", + "type": "LinkedServiceReference", + "parameters": { + "database": "[parameters('dataExplorerIngestionDatabase')]" + } + } + }, + { + "name": "If Has Capacity", + "type": "IfCondition", + "dependsOn": [ + { + "activity": "Confirm Ingestion Capacity", + "dependencyConditions": [ + "Succeeded" + ] + } + ], + "userProperties": [], + "typeProperties": { + "expression": { + "value": "@or(equals(activity('Confirm Ingestion Capacity').output.count, 0), greater(activity('Confirm Ingestion Capacity').output.value[0].Remaining, 0))", + "type": "Expression" + }, + "ifFalseActivities": [ + { + "name": "Wait for Ingestion", + "type": "Wait", + "dependsOn": [], + "userProperties": [], + "typeProperties": { + "waitTimeInSeconds": 15 + } + }, + { + "name": "Try Again", + "type": "SetVariable", + "dependsOn": [ + { + "activity": "Wait for Ingestion", + "dependencyConditions": [ + "Succeeded" + ] + } + ], + "policy": { + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "variableName": "tryAgain", + "value": true + } + } + ], + "ifTrueActivities": [ + { + "name": "Set ingestion policy in ADX", + "type": "AzureDataExplorerCommand", + "dependsOn": [], + "policy": { + "timeout": "0.12:00:00", + "retry": 0, + "retryIntervalInSeconds": 30, + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "command": { + "value": "[format('.alter-merge database {0} policy managed_identity \"[ {{ ''ObjectId'' : ''{1}'', ''AllowedUsages'' : ''NativeIngestion'' }}]\"', parameters('dataExplorerIngestionDatabase'), parameters('dataExplorerPrincipalId'))]", + "type": "Expression" + }, + "commandTimeout": "00:20:00" + }, + "linkedServiceName": { + "referenceName": "[variables('hubDataExplorerName')]", + "type": "LinkedServiceReference", + "parameters": { + "database": "[parameters('dataExplorerIngestionDatabase')]" + } + } + }, + { + "name": "Save Hub Settings in ADX", + "type": "AzureDataExplorerCommand", + "dependsOn": [ + { + "activity": "Set ingestion policy in ADX", + "dependencyConditions": [ + "Succeeded" + ] + } + ], + "policy": { + "timeout": "0.12:00:00", + "retry": 0, + "retryIntervalInSeconds": 30, + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "command": { + "value": "@concat('.append HubSettingsLog <| print version=\"', variables('version'), '\",scopes=dynamic(', variables('scopes'), '),retention=dynamic(', variables('retention'), ') | extend scopes = iff(isnull(scopes[0]), pack_array(scopes), scopes) | mv-apply scopeObj = scopes on (where isnotempty(scopeObj.scope) | summarize scopes = make_set(scopeObj.scope))')", + "type": "Expression" + }, + "commandTimeout": "00:20:00" + }, + "linkedServiceName": { + "referenceName": "[variables('hubDataExplorerName')]", + "type": "LinkedServiceReference", + "parameters": { + "database": "[parameters('dataExplorerIngestionDatabase')]" + } + } + }, + { + "name": "Update PricingUnits in ADX", + "type": "AzureDataExplorerCommand", + "dependsOn": [ + { + "activity": "Save Hub Settings in ADX", + "dependencyConditions": [ + "Succeeded" + ] + } + ], + "policy": { + "timeout": "0.12:00:00", + "retry": 0, + "retryIntervalInSeconds": 30, + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "command": "[format('.set-or-replace PricingUnits <| externaldata(x_PricingUnitDescription: string, AccountTypes: string, x_PricingBlockSize: decimal, PricingUnit: string)[@\"https://github.com/microsoft/finops-toolkit/releases/download/v{0}/PricingUnits.csv\"] with (format=\"csv\", ignoreFirstRecord=true) | project-away AccountTypes', variables('ftkVersion'))]", + "commandTimeout": "00:20:00" + }, + "linkedServiceName": { + "referenceName": "[variables('hubDataExplorerName')]", + "type": "LinkedServiceReference", + "parameters": { + "database": "[parameters('dataExplorerIngestionDatabase')]" + } + } + }, + { + "name": "Update Regions in ADX", + "type": "AzureDataExplorerCommand", + "dependsOn": [ + { + "activity": "Update PricingUnits in ADX", + "dependencyConditions": [ + "Succeeded" + ] + } + ], + "policy": { + "timeout": "0.12:00:00", + "retry": 0, + "retryIntervalInSeconds": 30, + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "command": "[format('.set-or-replace Regions <| externaldata(ResourceLocation: string, RegionId: string, RegionName: string)[@\"https://github.com/microsoft/finops-toolkit/releases/download/v{0}/Regions.csv\"] with (format=\"csv\", ignoreFirstRecord=true)', variables('ftkVersion'))]", + "commandTimeout": "00:20:00" + }, + "linkedServiceName": { + "referenceName": "[variables('hubDataExplorerName')]", + "type": "LinkedServiceReference", + "parameters": { + "database": "[parameters('dataExplorerIngestionDatabase')]" + } + } + }, + { + "name": "Update ResourceTypes in ADX", + "type": "AzureDataExplorerCommand", + "dependsOn": [ + { + "activity": "Update Regions in ADX", + "dependencyConditions": [ + "Succeeded" + ] + } + ], + "policy": { + "timeout": "0.12:00:00", + "retry": 0, + "retryIntervalInSeconds": 30, + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "command": "[format('.set-or-replace ResourceTypes <| externaldata(x_ResourceType: string, SingularDisplayName: string, PluralDisplayName: string, LowerSingularDisplayName: string, LowerPluralDisplayName: string, IsPreview: bool, Description: string, IconUri: string, Links: string)[@\"https://github.com/microsoft/finops-toolkit/releases/download/v{0}/ResourceTypes.csv\"] with (format=\"csv\", ignoreFirstRecord=true) | project-away Links', variables('ftkVersion'))]", + "commandTimeout": "00:20:00" + }, + "linkedServiceName": { + "referenceName": "[variables('hubDataExplorerName')]", + "type": "LinkedServiceReference", + "parameters": { + "database": "[parameters('dataExplorerIngestionDatabase')]" + } + } + }, + { + "name": "Update Services in ADX", + "type": "AzureDataExplorerCommand", + "dependsOn": [ + { + "activity": "Update ResourceTypes in ADX", + "dependencyConditions": [ + "Succeeded" + ] + } + ], + "policy": { + "timeout": "0.12:00:00", + "retry": 0, + "retryIntervalInSeconds": 30, + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "command": "[format('.set-or-replace Services <| externaldata(x_ConsumedService: string, x_ResourceType: string, ServiceName: string, ServiceCategory: string, ServiceSubcategory: string, PublisherName: string, x_PublisherCategory: string, x_Environment: string, x_ServiceModel: string)[@\"https://github.com/microsoft/finops-toolkit/releases/download/v{0}/Services.csv\"] with (format=\"csv\", ignoreFirstRecord=true)', variables('ftkVersion'))]", + "commandTimeout": "00:20:00" + }, + "linkedServiceName": { + "referenceName": "[variables('hubDataExplorerName')]", + "type": "LinkedServiceReference", + "parameters": { + "database": "[parameters('dataExplorerIngestionDatabase')]" + } + } + }, + { + "name": "Ingestion Complete", + "type": "SetVariable", + "dependsOn": [ + { + "activity": "Update Services in ADX", + "dependencyConditions": [ + "Succeeded" + ] + } + ], + "policy": { + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "variableName": "tryAgain", + "value": false + } + } + ] + } + }, + { + "name": "Abort On Error", + "type": "SetVariable", + "dependsOn": [ + { + "activity": "If Has Capacity", + "dependencyConditions": [ + "Failed" + ] + } + ], + "policy": { + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "variableName": "tryAgain", + "value": false + } + } + ], + "timeout": "0.02:00:00" + } + }, + { + "name": "Timeout Error", + "type": "Fail", + "dependsOn": [ + { + "activity": "Until Capacity Is Available", + "dependencyConditions": [ + "Failed" + ] + } + ], + "userProperties": [], + "typeProperties": { + "message": "Data Explorer ingestion timed out after 2 hours while waiting for available capacity. Please re-run this pipeline to re-attempt ingestion. If you continue to see this error, please report an issue at https://aka.ms/ftk/ideas.", + "errorCode": "DataExplorerIngestionTimeout" + } + } + ], + "concurrency": 1, + "variables": { + "version": { + "type": "String" + }, + "scopes": { + "type": "String" + }, + "retention": { + "type": "String" + }, + "tryAgain": { + "type": "Boolean", + "defaultValue": true + } + } + }, + "dependsOn": [ + "dataset_config", + "linkedService_dataExplorer" + ], + "metadata": { + "description": "Initializes the hub instance based on the configuration settings." + } + }, + "pipeline_StartBackfillProcess": { + "type": "Microsoft.DataFactory/factories/pipelines", + "apiVersion": "2018-06-01", + "name": "[format('{0}/{1}', parameters('dataFactoryName'), format('{0}_StartBackfillProcess', variables('safeConfigContainerName')))]", + "properties": { + "activities": [ + { + "name": "Get Config", + "type": "Lookup", + "dependsOn": [], + "policy": { + "timeout": "0.00:05:00", + "retry": 2, + "retryIntervalInSeconds": 30, + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "source": { + "type": "JsonSource", + "storeSettings": { + "type": "AzureBlobFSReadSettings", + "recursive": true, + "enablePartitionDiscovery": false + }, + "formatSettings": { + "type": "JsonReadSettings" + } + }, + "dataset": { + "referenceName": "[variables('safeConfigContainerName')]", + "type": "DatasetReference", + "parameters": { + "fileName": { + "value": "@variables('fileName')", + "type": "Expression" + }, + "folderPath": { + "value": "@variables('folderPath')", + "type": "Expression" + } + } + } + } + }, + { + "name": "Set backfill end date", + "type": "SetVariable", + "dependsOn": [ + { + "activity": "Get Config", + "dependencyConditions": [ + "Succeeded" + ] + } + ], + "userProperties": [], + "typeProperties": { + "variableName": "endDate", + "value": { + "value": "@addDays(startOfMonth(utcNow()), -1)", + "type": "Expression" + } + } + }, + { + "name": "Set backfill start date", + "type": "SetVariable", + "dependsOn": [ + { + "activity": "Get Config", + "dependencyConditions": [ + "Succeeded" + ] + } + ], + "userProperties": [], + "typeProperties": { + "variableName": "startDate", + "value": { + "value": "@subtractFromTime(startOfMonth(utcNow()), activity('Get Config').output.firstRow.retention.ingestion.months, 'Month')", + "type": "Expression" + } + } + }, + { + "name": "Set export start date", + "type": "SetVariable", + "dependsOn": [ + { + "activity": "Set backfill start date", + "dependencyConditions": [ + "Succeeded" + ] + } + ], + "userProperties": [], + "typeProperties": { + "variableName": "thisMonth", + "value": { + "value": "@startOfMonth(variables('endDate'))", + "type": "Expression" + } + } + }, + { + "name": "Set export end date", + "type": "SetVariable", + "dependsOn": [ + { + "activity": "Set export start date", + "dependencyConditions": [ + "Succeeded" + ] + } + ], + "userProperties": [], + "typeProperties": { + "variableName": "nextMonth", + "value": { + "value": "@startOfMonth(subtractFromTime(variables('thisMonth'), 1, 'Month'))", + "type": "Expression" + } + } + }, + { + "name": "Every Month", + "type": "Until", + "dependsOn": [ + { + "activity": "Set export end date", + "dependencyConditions": [ + "Succeeded" + ] + }, + { + "activity": "Set backfill end date", + "dependencyConditions": [ + "Succeeded" + ] + } + ], + "userProperties": [], + "typeProperties": { + "expression": { + "value": "@less(variables('thisMonth'), variables('startDate'))", + "type": "Expression" + }, + "activities": [ + { + "name": "Update export start date", + "type": "SetVariable", + "dependsOn": [ + { + "activity": "Backfill data", + "dependencyConditions": [ + "Completed" + ] + } + ], + "userProperties": [], + "typeProperties": { + "variableName": "thisMonth", + "value": { + "value": "@variables('nextMonth')", + "type": "Expression" + } + } + }, + { + "name": "Update export end date", + "type": "SetVariable", + "dependsOn": [ + { + "activity": "Update export start date", + "dependencyConditions": [ + "Completed" + ] + } + ], + "userProperties": [], + "typeProperties": { + "variableName": "nextMonth", + "value": { + "value": "@subtractFromTime(variables('thisMonth'), 1, 'Month')", + "type": "Expression" + } + } + }, + { + "name": "Backfill data", + "type": "ExecutePipeline", + "dependsOn": [], + "userProperties": [], + "typeProperties": { + "pipeline": { + "referenceName": "[format('{0}_RunBackfillJob', variables('safeConfigContainerName'))]", + "type": "PipelineReference" + }, + "waitOnCompletion": true, + "parameters": { + "StartDate": { + "value": "@variables('thisMonth')", + "type": "Expression" + }, + "EndDate": { + "value": "@addDays(addToTime(variables('thisMonth'), 1, 'Month'), -1)", + "type": "Expression" + } + } + } + } + ], + "timeout": "0.02:00:00" + } + } + ], + "concurrency": 1, + "variables": { + "exportName": { + "type": "String" + }, + "storageAccountId": { + "type": "String", + "defaultValue": "[resourceId('Microsoft.Storage/storageAccounts', parameters('storageAccountName'))]" + }, + "finOpsHub": { + "type": "String", + "defaultValue": "[parameters('hubName')]" + }, + "resourceManagementUri": { + "type": "String", + "defaultValue": "[environment().resourceManager]" + }, + "fileName": { + "type": "String", + "defaultValue": "settings.json" + }, + "folderPath": { + "type": "String", + "defaultValue": "[parameters('configContainerName')]" + }, + "endDate": { + "type": "String" + }, + "startDate": { + "type": "String" + }, + "thisMonth": { + "type": "String" + }, + "nextMonth": { + "type": "String" + } + } + }, + "dependsOn": [ + "dataset_config", + "pipeline_RunBackfillJob" + ], + "metadata": { + "description": "Runs the backfill job for each month based on retention settings." + } + }, + "pipeline_RunBackfillJob": { + "type": "Microsoft.DataFactory/factories/pipelines", + "apiVersion": "2018-06-01", + "name": "[format('{0}/{1}', parameters('dataFactoryName'), format('{0}_RunBackfillJob', variables('safeConfigContainerName')))]", + "properties": { + "activities": [ + { + "name": "Get Config", + "type": "Lookup", + "dependsOn": [], + "policy": { + "timeout": "0.00:05:00", + "retry": 2, + "retryIntervalInSeconds": 30, + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "source": { + "type": "JsonSource", + "storeSettings": { + "type": "AzureBlobFSReadSettings", + "recursive": true, + "enablePartitionDiscovery": false + }, + "formatSettings": { + "type": "JsonReadSettings" + } + }, + "dataset": { + "referenceName": "[variables('safeConfigContainerName')]", + "type": "DatasetReference", + "parameters": { + "fileName": { + "value": "@variables('fileName')", + "type": "Expression" + }, + "folderPath": { + "value": "@variables('folderPath')", + "type": "Expression" + } + } + } + } + }, + { + "name": "Set Scopes", + "description": "Save scopes to test if it is an array", + "type": "SetVariable", + "dependsOn": [ + { + "activity": "Get Config", + "dependencyConditions": [ + "Succeeded" + ] + } + ], + "policy": { + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "variableName": "scopesArray", + "value": { + "value": "@activity('Get Config').output.firstRow.scopes", + "type": "Expression" + } + } + }, + { + "name": "Set Scopes as Array", + "description": "Wraps a single scope object into an array to work around the PowerShell bug where single-item arrays are sometimes written as a single object instead of an array.", + "type": "SetVariable", + "dependsOn": [ + { + "activity": "Set Scopes", + "dependencyConditions": [ + "Failed" + ] + } + ], + "policy": { + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "variableName": "scopesArray", + "value": { + "value": "@createArray(activity('Get Config').output.firstRow.scopes)", + "type": "Expression" + } + } + }, + { + "name": "Filter Invalid Scopes", + "description": "Remove any invalid scopes to avoid errors.", + "type": "Filter", + "dependsOn": [ + { + "activity": "Set Scopes", + "dependencyConditions": [ + "Succeeded" + ] + }, + { + "activity": "Set Scopes as Array", + "dependencyConditions": [ + "Skipped", + "Succeeded" + ] + } + ], + "userProperties": [], + "typeProperties": { + "items": { + "value": "@variables('scopesArray')", + "type": "Expression" + }, + "condition": { + "value": "@and(not(empty(item().scope)), not(equals(item().scope, '/')))", + "type": "Expression" + } + } + }, + { + "name": "ForEach Export Scope", + "type": "ForEach", + "dependsOn": [ + { + "activity": "Filter Invalid Scopes", + "dependencyConditions": [ + "Succeeded" + ] + } + ], + "userProperties": [], + "typeProperties": { + "items": { + "value": "@activity('Filter Invalid Scopes').output.Value", + "type": "Expression" + }, + "isSequential": true, + "activities": [ + { + "name": "Set backfill export name", + "type": "SetVariable", + "dependsOn": [], + "userProperties": [], + "typeProperties": { + "variableName": "exportName", + "value": { + "value": "@toLower(concat(variables('finOpsHub'), '-monthly-costdetails'))", + "type": "Expression" + } + } + }, + { + "name": "Trigger backfill export", + "type": "WebActivity", + "dependsOn": [ + { + "activity": "Set backfill export name", + "dependencyConditions": [ + "Completed" + ] + } + ], + "policy": { + "timeout": "0.00:05:00", + "retry": 1, + "retryIntervalInSeconds": 30, + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "url": { + "value": "[format('@{{variables(''resourceManagementUri'')}}@{{item().scope}}/providers/Microsoft.CostManagement/exports/@{{variables(''exportName'')}}/run?api-version={0}', variables('exportApiVersion'))]", + "type": "Expression" + }, + "method": "POST", + "headers": { + "x-ms-command-name": "[format('FinOpsToolkit.Hubs.config_RunBackfill@{0}', variables('ftkVersion'))]", + "Content-Type": "application/json", + "ClientType": "[format('FinOpsToolkit.Hubs@{0}', variables('ftkVersion'))]" + }, + "body": "{\"timePeriod\" : { \"from\" : \"@{pipeline().parameters.StartDate}\", \"to\" : \"@{pipeline().parameters.EndDate}\" }}", + "authentication": { + "type": "MSI", + "resource": { + "value": "@variables('resourceManagementUri')", + "type": "Expression" + } + } + } + } + ] + } + } + ], + "concurrency": 1, + "parameters": { + "StartDate": { + "type": "string" + }, + "EndDate": { + "type": "string" + } + }, + "variables": { + "exportName": { + "type": "String" + }, + "storageAccountId": { + "type": "String", + "defaultValue": "[resourceId('Microsoft.Storage/storageAccounts', parameters('storageAccountName'))]" + }, + "finOpsHub": { + "type": "String", + "defaultValue": "[parameters('hubName')]" + }, + "resourceManagementUri": { + "type": "String", + "defaultValue": "[environment().resourceManager]" + }, + "fileName": { + "type": "String", + "defaultValue": "settings.json" + }, + "folderPath": { + "type": "String", + "defaultValue": "[parameters('configContainerName')]" + }, + "scopesArray": { + "type": "Array" + } + } + }, + "dependsOn": [ + "dataset_config" + ], + "metadata": { + "description": "Creates and triggers exports for all defined scopes for the specified date range." + } + }, + "pipeline_StartExportProcess": { + "type": "Microsoft.DataFactory/factories/pipelines", + "apiVersion": "2018-06-01", + "name": "[format('{0}/{1}', parameters('dataFactoryName'), format('{0}_StartExportProcess', variables('safeConfigContainerName')))]", + "properties": { + "activities": [ + { + "name": "Get Config", + "type": "Lookup", + "dependsOn": [], + "policy": { + "timeout": "0.00:05:00", + "retry": 2, + "retryIntervalInSeconds": 30, + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "source": { + "type": "JsonSource", + "storeSettings": { + "type": "AzureBlobFSReadSettings", + "recursive": true, + "enablePartitionDiscovery": false + }, + "formatSettings": { + "type": "JsonReadSettings" + } + }, + "dataset": { + "referenceName": "[variables('safeConfigContainerName')]", + "type": "DatasetReference", + "parameters": { + "fileName": { + "value": "@variables('fileName')", + "type": "Expression" + }, + "folderPath": { + "value": "@variables('folderPath')", + "type": "Expression" + } + } + } + } + }, + { + "name": "Set Scopes", + "description": "Save scopes to test if it is an array", + "type": "SetVariable", + "dependsOn": [ + { + "activity": "Get Config", + "dependencyConditions": [ + "Succeeded" + ] + } + ], + "policy": { + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "variableName": "scopesArray", + "value": { + "value": "@activity('Get Config').output.firstRow.scopes", + "type": "Expression" + } + } + }, + { + "name": "Set Scopes as Array", + "description": "Wraps a single scope object into an array to work around the PowerShell bug where single-item arrays are sometimes written as a single object instead of an array.", + "type": "SetVariable", + "dependsOn": [ + { + "activity": "Set Scopes", + "dependencyConditions": [ + "Failed" + ] + } + ], + "policy": { + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "variableName": "scopesArray", + "value": { + "value": "@createArray(activity('Get Config').output.firstRow.scopes)", + "type": "Expression" + } + } + }, + { + "name": "Filter Invalid Scopes", + "description": "Remove any invalid scopes to avoid errors.", + "type": "Filter", + "dependsOn": [ + { + "activity": "Set Scopes", + "dependencyConditions": [ + "Succeeded" + ] + }, + { + "activity": "Set Scopes as Array", + "dependencyConditions": [ + "Succeeded", + "Skipped" + ] + } + ], + "userProperties": [], + "typeProperties": { + "items": { + "value": "@variables('scopesArray')", + "type": "Expression" + }, + "condition": { + "value": "@and(not(empty(item().scope)), not(equals(item().scope, '/')))", + "type": "Expression" + } + } + }, + { + "name": "ForEach Export Scope", + "type": "ForEach", + "dependsOn": [ + { + "activity": "Filter Invalid Scopes", + "dependencyConditions": [ + "Succeeded" + ] + } + ], + "userProperties": [], + "typeProperties": { + "items": { + "value": "@activity('Filter Invalid Scopes').output.Value", + "type": "Expression" + }, + "isSequential": true, + "activities": [ + { + "name": "Get exports for scope", + "type": "WebActivity", + "dependsOn": [], + "policy": { + "timeout": "0.00:05:00", + "retry": 2, + "retryIntervalInSeconds": 30, + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "url": { + "value": "[format('@{{variables(''resourceManagementUri'')}}@{{item().scope}}/providers/Microsoft.CostManagement/exports?api-version={0}', variables('exportApiVersion'))]", + "type": "Expression" + }, + "method": "GET", + "authentication": { + "type": "MSI", + "resource": { + "value": "@variables('resourceManagementUri')", + "type": "Expression" + } + } + } + }, + { + "name": "Run exports for scope", + "type": "ExecutePipeline", + "dependsOn": [ + { + "activity": "Get exports for scope", + "dependencyConditions": [ + "Succeeded" + ] + } + ], + "userProperties": [], + "typeProperties": { + "pipeline": { + "referenceName": "[format('{0}_RunExportJobs', variables('safeConfigContainerName'))]", + "type": "PipelineReference" + }, + "waitOnCompletion": true, + "parameters": { + "ExportScopes": { + "value": "@activity('Get exports for scope').output.value", + "type": "Expression" + }, + "Recurrence": { + "value": "@pipeline().parameters.Recurrence", + "type": "Expression" + } + } + } + } + ] + } + } + ], + "concurrency": 1, + "parameters": { + "Recurrence": { + "type": "string", + "defaultValue": "Daily" + } + }, + "variables": { + "fileName": { + "type": "String", + "defaultValue": "settings.json" + }, + "folderPath": { + "type": "String", + "defaultValue": "[parameters('configContainerName')]" + }, + "finOpsHub": { + "type": "String", + "defaultValue": "[parameters('hubName')]" + }, + "resourceManagementUri": { + "type": "String", + "defaultValue": "[environment().resourceManager]" + }, + "scopesArray": { + "type": "Array" + } + } + }, + "dependsOn": [ + "dataset_config", + "pipeline_RunExportJobs" + ], + "metadata": { + "description": "Gets a list of all Cost Management exports configured for this hub based on the scopes defined in settings.json, then runs each export using the config_RunExportJobs pipeline." + } + }, + "pipeline_RunExportJobs": { + "type": "Microsoft.DataFactory/factories/pipelines", + "apiVersion": "2018-06-01", + "name": "[format('{0}/{1}', parameters('dataFactoryName'), format('{0}_RunExportJobs', variables('safeConfigContainerName')))]", + "properties": { + "activities": [ + { + "name": "ForEach export scope", + "type": "ForEach", + "dependsOn": [], + "userProperties": [], + "typeProperties": { + "items": { + "value": "@pipeline().parameters.exportScopes", + "type": "Expression" + }, + "isSequential": true, + "activities": [ + { + "name": "If scheduled", + "type": "IfCondition", + "dependsOn": [], + "userProperties": [], + "typeProperties": { + "expression": { + "value": "@and(equals(toLower(item().properties.schedule.recurrence), toLower(pipeline().parameters.Recurrence)),startswith(toLower(item().name), toLower(variables('hubName'))))", + "type": "Expression" + }, + "ifTrueActivities": [ + { + "name": "Trigger export", + "type": "WebActivity", + "dependsOn": [], + "policy": { + "timeout": "0.00:05:00", + "retry": 0, + "retryIntervalInSeconds": 30, + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "method": "POST", + "url": { + "value": "[format('@{{replace(toLower(concat(variables(''resourceManagementUri''),item().id)), ''com//'', ''com/'')}}/run?api-version={0}', variables('exportApiVersion'))]", + "type": "Expression" + }, + "headers": { + "x-ms-command-name": "[format('FinOpsToolkit.Hubs.config_RunExportJobs@{0}', variables('ftkVersion'))]", + "ClientType": "[format('FinOpsToolkit.Hubs@{0}', variables('ftkVersion'))]" + }, + "body": "{}", + "authentication": { + "type": "MSI", + "resource": { + "value": "@variables('resourceManagementUri')", + "type": "Expression" + } + } + } + } + ] + } + } + ] + } + } + ], + "concurrency": 1, + "parameters": { + "ExportScopes": { + "type": "array" + }, + "Recurrence": { + "type": "string", + "defaultValue": "Daily" + } + }, + "variables": { + "resourceManagementUri": { + "type": "String", + "defaultValue": "[environment().resourceManager]" + }, + "hubName": { + "type": "String", + "defaultValue": "[parameters('hubName')]" + } + } + }, + "dependsOn": [ + "dataset_config" + ], + "metadata": { + "description": "Runs the specified Cost Management exports." + } + }, + "pipeline_ConfigureExports": { + "type": "Microsoft.DataFactory/factories/pipelines", + "apiVersion": "2018-06-01", + "name": "[format('{0}/{1}', parameters('dataFactoryName'), format('{0}_ConfigureExports', variables('safeConfigContainerName')))]", + "properties": { + "activities": [ + { + "name": "Get Config", + "type": "Lookup", + "dependsOn": [], + "policy": { + "timeout": "0.00:05:00", + "retry": 2, + "retryIntervalInSeconds": 30, + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "source": { + "type": "JsonSource", + "storeSettings": { + "type": "AzureBlobFSReadSettings", + "recursive": true, + "enablePartitionDiscovery": false + }, + "formatSettings": { + "type": "JsonReadSettings" + } + }, + "dataset": { + "referenceName": "[variables('safeConfigContainerName')]", + "type": "DatasetReference", + "parameters": { + "fileName": { + "value": "@variables('fileName')", + "type": "Expression" + }, + "folderPath": { + "value": "@variables('folderPath')", + "type": "Expression" + } + } + } + } + }, + { + "name": "Save Scopes", + "type": "SetVariable", + "dependsOn": [ + { + "activity": "Get Config", + "dependencyConditions": [ + "Succeeded" + ] + } + ], + "policy": { + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "variableName": "scopesArray", + "value": { + "value": "@activity('Get Config').output.firstRow.scopes", + "type": "Expression" + } + } + }, + { + "name": "Save Scopes as Array", + "type": "SetVariable", + "dependsOn": [ + { + "activity": "Save Scopes", + "dependencyConditions": [ + "Failed" + ] + } + ], + "policy": { + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "variableName": "scopesArray", + "value": { + "value": "@array(activity('Get Config').output.firstRow.scopes)", + "type": "Expression" + } + } + }, + { + "name": "Filter Invalid Scopes", + "type": "Filter", + "dependsOn": [ + { + "activity": "Save Scopes", + "dependencyConditions": [ + "Succeeded" + ] + }, + { + "activity": "Save Scopes as Array", + "dependencyConditions": [ + "Skipped", + "Succeeded" + ] + } + ], + "userProperties": [], + "typeProperties": { + "items": { + "value": "@variables('scopesArray')", + "type": "Expression" + }, + "condition": { + "value": "@and(not(empty(item().scope)), not(equals(item().scope, '/')))", + "type": "Expression" + } + } + }, + { + "name": "ForEach Export Scope", + "type": "ForEach", + "dependsOn": [ + { + "activity": "Filter Invalid Scopes", + "dependencyConditions": [ + "Succeeded" + ] + } + ], + "userProperties": [], + "typeProperties": { + "items": { + "value": "@activity('Filter Invalid Scopes').output.value", + "type": "Expression" + }, + "isSequential": true, + "activities": [ + { + "name": "Create or update open month focus export", + "type": "WebActivity", + "dependsOn": [ + { + "activity": "Set open month focus export name", + "dependencyConditions": [ + "Succeeded" + ] + } + ], + "policy": { + "timeout": "0.00:05:00", + "retry": 2, + "retryIntervalInSeconds": 30, + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "url": { + "value": "[format('@{{variables(''resourceManagementUri'')}}@{{item().scope}}/providers/Microsoft.CostManagement/exports/@{{variables(''exportName'')}}?api-version={0}', variables('exportApiVersion'))]", + "type": "Expression" + }, + "method": "PUT", + "body": { + "value": "[__bicep.getExportBody(parameters('exportContainerName'), 'FocusCost', variables('focusSchemaVersion'), false(), 'Parquet', 'Snappy', 'true', 'CreateNewReport')]", + "type": "Expression" + }, + "authentication": { + "type": "MSI", + "resource": { + "value": "@variables('ResourceManagementUri')", + "type": "Expression" + } + } + } + }, + { + "name": "Set open month focus export name", + "type": "SetVariable", + "dependsOn": [], + "policy": { + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "variableName": "exportName", + "value": { + "value": "@toLower(concat(variables('finOpsHub'), '-daily-costdetails'))", + "type": "Expression" + } + } + }, + { + "name": "Create or update closed month focus export", + "type": "WebActivity", + "dependsOn": [ + { + "activity": "Set closed month focus export name", + "dependencyConditions": [ + "Succeeded" + ] + } + ], + "policy": { + "timeout": "0.00:05:00", + "retry": 2, + "retryIntervalInSeconds": 30, + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "url": { + "value": "[format('@{{variables(''ResourceManagementUri'')}}@{{item().scope}}/providers/Microsoft.CostManagement/exports/@{{variables(''exportName'')}}?api-version={0}', variables('exportApiVersion'))]", + "type": "Expression" + }, + "method": "PUT", + "body": { + "value": "[__bicep.getExportBody(parameters('exportContainerName'), 'FocusCost', variables('focusSchemaVersion'), true(), 'Parquet', 'Snappy', 'true', 'CreateNewReport')]", + "type": "Expression" + }, + "authentication": { + "type": "MSI", + "resource": { + "value": "@variables('ResourceManagementUri')", + "type": "Expression" + } + } + } + }, + { + "name": "Set closed month focus export name", + "type": "SetVariable", + "dependsOn": [ + { + "activity": "Create or update open month focus export", + "dependencyConditions": [ + "Succeeded" + ] + } + ], + "policy": { + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "variableName": "exportName", + "value": { + "value": "@toLower(concat(variables('finOpsHub'), '-monthly-costdetails'))", + "type": "Expression" + } + } + } + ] + } + } + ], + "concurrency": 1, + "variables": { + "scopesArray": { + "type": "Array" + }, + "exportName": { + "type": "String" + }, + "exportScope": { + "type": "String" + }, + "storageAccountId": { + "type": "String", + "defaultValue": "[resourceId('Microsoft.Storage/storageAccounts', parameters('storageAccountName'))]" + }, + "finOpsHub": { + "type": "String", + "defaultValue": "[parameters('hubName')]" + }, + "resourceManagementUri": { + "type": "String", + "defaultValue": "[environment().resourceManager]" + }, + "fileName": { + "type": "String", + "defaultValue": "settings.json" + }, + "folderPath": { + "type": "String", + "defaultValue": "[parameters('configContainerName')]" + } + } + }, + "dependsOn": [ + "dataset_config" + ], + "metadata": { + "description": "Creates Cost Management exports for all scopes." + } + }, + "pipeline_ExecuteExportsETL": { + "type": "Microsoft.DataFactory/factories/pipelines", + "apiVersion": "2018-06-01", + "name": "[format('{0}/{1}', parameters('dataFactoryName'), format('{0}_ExecuteETL', variables('safeExportContainerName')))]", + "properties": { + "activities": [ + { + "name": "Wait", + "description": "Files may not be available immediately after being created.", + "type": "Wait", + "dependsOn": [], + "userProperties": [], + "typeProperties": { + "waitTimeInSeconds": 60 + } + }, + { + "name": "Read Manifest", + "description": "Load the export manifest to determine the scope, dataset, and date range.", + "type": "Lookup", + "dependsOn": [ + { + "activity": "Wait", + "dependencyConditions": [ + "Completed" + ] + } + ], + "policy": { + "timeout": "0.12:00:00", + "retry": 0, + "retryIntervalInSeconds": 30, + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "source": { + "type": "JsonSource", + "storeSettings": { + "type": "AzureBlobFSReadSettings", + "recursive": true, + "enablePartitionDiscovery": false + }, + "formatSettings": { + "type": "JsonReadSettings" + } + }, + "dataset": { + "referenceName": "manifest", + "type": "DatasetReference", + "parameters": { + "fileName": { + "value": "@pipeline().parameters.fileName", + "type": "Expression" + }, + "folderPath": { + "value": "@pipeline().parameters.folderPath", + "type": "Expression" + } + } + } + } + }, + { + "name": "Set Has No Rows", + "description": "Check the row count ", + "type": "SetVariable", + "dependsOn": [ + { + "activity": "Read Manifest", + "dependencyConditions": [ + "Succeeded" + ] + } + ], + "policy": { + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "variableName": "hasNoRows", + "value": { + "value": "@or(equals(activity('Read Manifest').output.firstRow.blobCount, null), equals(activity('Read Manifest').output.firstRow.blobCount, 0))", + "type": "Expression" + } + } + }, + { + "name": "Set Export Dataset Type", + "description": "Save the dataset type from the export manifest.", + "type": "SetVariable", + "dependsOn": [ + { + "activity": "Read Manifest", + "dependencyConditions": [ + "Succeeded" + ] + } + ], + "policy": { + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "variableName": "exportDatasetType", + "value": { + "value": "@activity('Read Manifest').output.firstRow.exportConfig.type", + "type": "Expression" + } + } + }, + { + "name": "Set MCA Column", + "description": "Determines if the dataset schema has channel-specific columns and saves the column name that only exists in MCA to determine if it is an MCA dataset.", + "type": "SetVariable", + "dependsOn": [ + { + "activity": "Set Export Dataset Type", + "dependencyConditions": [ + "Succeeded" + ] + } + ], + "policy": { + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "variableName": "mcaColumnToCheck", + "value": { + "value": "@if(contains(createArray('pricesheet', 'reservationtransactions'), toLower(variables('exportDatasetType'))), 'BillingProfileId', if(equals(toLower(variables('exportDatasetType')), 'reservationrecommendations'), 'Net Savings', null))", + "type": "Expression" + } + } + }, + { + "name": "Set Export Dataset Version", + "description": "Save the dataset version from the export manifest.", + "type": "SetVariable", + "dependsOn": [ + { + "activity": "Read Manifest", + "dependencyConditions": [ + "Succeeded" + ] + } + ], + "policy": { + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "variableName": "exportDatasetVersion", + "value": { + "value": "@activity('Read Manifest').output.firstRow.exportConfig.dataVersion", + "type": "Expression" + } + } + }, + { + "name": "Detect Channel", + "description": "Determines what channel this export is from. Switch statement handles the different file types if the mcaColumnToCheck variable is set.", + "type": "Switch", + "dependsOn": [ + { + "activity": "Set Has No Rows", + "dependencyConditions": [ + "Succeeded" + ] + }, + { + "activity": "Set MCA Column", + "dependencyConditions": [ + "Succeeded" + ] + }, + { + "activity": "Set Export Dataset Version", + "dependencyConditions": [ + "Succeeded" + ] + } + ], + "userProperties": [], + "typeProperties": { + "on": { + "value": "@if(or(empty(variables('mcaColumnToCheck')), variables('hasNoRows')), 'ignore', last(array(split(activity('Read Manifest').output.firstRow.blobs[0].blobName, '.'))))", + "type": "Expression" + }, + "cases": [ + { + "value": "csv", + "activities": [ + { + "name": "Check for MCA Column in CSV", + "description": "Checks the dataset to determine if the applicable MCA-specific column exists.", + "type": "Lookup", + "dependsOn": [], + "policy": { + "timeout": "0.12:00:00", + "retry": 0, + "retryIntervalInSeconds": 30, + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "source": { + "type": "DelimitedTextSource", + "storeSettings": { + "type": "AzureBlobFSReadSettings", + "recursive": false, + "enablePartitionDiscovery": false + }, + "formatSettings": { + "type": "DelimitedTextReadSettings" + } + }, + "dataset": { + "referenceName": "[variables('safeExportContainerName')]", + "type": "DatasetReference", + "parameters": { + "blobPath": { + "value": "@activity('Read Manifest').output.firstRow.blobs[0].blobName", + "type": "Expression" + } + } + } + } + }, + { + "name": "Set Schema File with Channel in CSV", + "type": "SetVariable", + "dependsOn": [ + { + "activity": "Check for MCA Column in CSV", + "dependencyConditions": [ + "Succeeded" + ] + } + ], + "policy": { + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "variableName": "schemaFile", + "value": { + "value": "@toLower(concat(variables('exportDatasetType'), '_', variables('exportDatasetVersion'), if(and(contains(activity('Check for MCA Column in CSV').output, 'firstRow'), contains(activity('Check for MCA Column in CSV').output.firstRow, variables('mcaColumnToCheck'))), '_mca', '_ea'), '.json'))", + "type": "Expression" + } + } + } + ] + }, + { + "value": "gz", + "activities": [ + { + "name": "Check for MCA Column in Gzip CSV", + "description": "Checks the dataset to determine if the applicable MCA-specific column exists.", + "type": "Lookup", + "dependsOn": [], + "policy": { + "timeout": "0.12:00:00", + "retry": 0, + "retryIntervalInSeconds": 30, + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "source": { + "type": "DelimitedTextSource", + "storeSettings": { + "type": "AzureBlobFSReadSettings", + "recursive": false, + "enablePartitionDiscovery": false + }, + "formatSettings": { + "type": "DelimitedTextReadSettings" + } + }, + "dataset": { + "referenceName": "[format('{0}_gzip', variables('safeExportContainerName'))]", + "type": "DatasetReference", + "parameters": { + "blobPath": { + "value": "@activity('Read Manifest').output.firstRow.blobs[0].blobName", + "type": "Expression" + } + } + } + } + }, + { + "name": "Set Schema File with Channel in Gzip CSV", + "type": "SetVariable", + "dependsOn": [ + { + "activity": "Check for MCA Column in Gzip CSV", + "dependencyConditions": [ + "Succeeded" + ] + } + ], + "policy": { + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "variableName": "schemaFile", + "value": { + "value": "@toLower(concat(variables('exportDatasetType'), '_', variables('exportDatasetVersion'), if(and(contains(activity('Check for MCA Column in Gzip CSV').output, 'firstRow'), contains(activity('Check for MCA Column in Gzip CSV').output.firstRow, variables('mcaColumnToCheck'))), '_mca', '_ea'), '.json'))", + "type": "Expression" + } + } + } + ] + }, + { + "value": "parquet", + "activities": [ + { + "name": "Check for MCA Column in Parquet", + "description": "Checks the dataset to determine if the applicable MCA-specific column exists.", + "type": "Lookup", + "dependsOn": [], + "policy": { + "timeout": "0.12:00:00", + "retry": 0, + "retryIntervalInSeconds": 30, + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "source": { + "type": "ParquetSource", + "storeSettings": { + "type": "AzureBlobFSReadSettings", + "recursive": false, + "enablePartitionDiscovery": false + }, + "formatSettings": { + "type": "ParquetReadSettings" + } + }, + "dataset": { + "referenceName": "[format('{0}_parquet', variables('safeExportContainerName'))]", + "type": "DatasetReference", + "parameters": { + "blobPath": { + "value": "@activity('Read Manifest').output.firstRow.blobs[0].blobName", + "type": "Expression" + } + } + } + } + }, + { + "name": "Set Schema File with Channel for Parquet", + "type": "SetVariable", + "dependsOn": [ + { + "activity": "Check for MCA Column in Parquet", + "dependencyConditions": [ + "Succeeded" + ] + } + ], + "policy": { + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "variableName": "schemaFile", + "value": { + "value": "@toLower(concat(variables('exportDatasetType'), '_', variables('exportDatasetVersion'), if(and(contains(activity('Check for MCA Column in Parquet').output, 'firstRow'), contains(activity('Check for MCA Column in Parquet').output.firstRow, variables('mcaColumnToCheck'))), '_mca', '_ea'), '.json'))", + "type": "Expression" + } + } + } + ] + } + ], + "defaultActivities": [ + { + "name": "Set Schema File", + "type": "SetVariable", + "dependsOn": [], + "policy": { + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "variableName": "schemaFile", + "value": { + "value": "@toLower(concat(variables('exportDatasetType'), '_', variables('exportDatasetVersion'), '.json'))", + "type": "Expression" + } + } + } + ] + } + }, + { + "name": "Set Scope", + "description": "Save the scope from the export manifest.", + "type": "SetVariable", + "dependsOn": [ + { + "activity": "Read Manifest", + "dependencyConditions": [ + "Succeeded" + ] + } + ], + "policy": { + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "variableName": "scope", + "value": { + "value": "@split(toLower(activity('Read Manifest').output.firstRow.exportConfig.resourceId), '/providers/microsoft.costmanagement/exports/')[0]", + "type": "Expression" + } + } + }, + { + "name": "Set Date", + "description": "Save the exported month from the export manifest.", + "type": "SetVariable", + "dependsOn": [ + { + "activity": "Read Manifest", + "dependencyConditions": [ + "Succeeded" + ] + } + ], + "policy": { + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "variableName": "date", + "value": { + "value": "@replace(substring(activity('Read Manifest').output.firstRow.runInfo.startDate, 0, 7), '-', '')", + "type": "Expression" + } + } + }, + { + "name": "Failed to Read Manifest", + "type": "Fail", + "dependsOn": [ + { + "activity": "Set Date", + "dependencyConditions": [ + "Failed" + ] + }, + { + "activity": "Set Export Dataset Type", + "dependencyConditions": [ + "Failed" + ] + }, + { + "activity": "Set Scope", + "dependencyConditions": [ + "Failed" + ] + }, + { + "activity": "Read Manifest", + "dependencyConditions": [ + "Failed" + ] + }, + { + "activity": "Set Export Dataset Version", + "dependencyConditions": [ + "Failed" + ] + }, + { + "activity": "Detect Channel", + "dependencyConditions": [ + "Failed" + ] + } + ], + "userProperties": [], + "typeProperties": { + "message": { + "value": "@concat('Failed to read the manifest file for this export run. Manifest path: ', pipeline().parameters.folderPath)", + "type": "Expression" + }, + "errorCode": "ManifestReadFailed" + } + }, + { + "name": "Check Schema", + "description": "Verify that the schema file exists in storage.", + "type": "GetMetadata", + "dependsOn": [ + { + "activity": "Set Scope", + "dependencyConditions": [ + "Succeeded" + ] + }, + { + "activity": "Set Date", + "dependencyConditions": [ + "Succeeded" + ] + }, + { + "activity": "Detect Channel", + "dependencyConditions": [ + "Succeeded" + ] + } + ], + "policy": { + "timeout": "0.12:00:00", + "retry": 0, + "retryIntervalInSeconds": 30, + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "dataset": { + "referenceName": "[variables('safeConfigContainerName')]", + "type": "DatasetReference", + "parameters": { + "fileName": { + "value": "@variables('schemaFile')", + "type": "Expression" + }, + "folderPath": "[format('{0}/schemas', parameters('configContainerName'))]" + } + }, + "fieldList": [ + "exists" + ], + "storeSettings": { + "type": "AzureBlobFSReadSettings", + "recursive": true, + "enablePartitionDiscovery": false + }, + "formatSettings": { + "type": "JsonReadSettings" + } + } + }, + { + "name": "Schema Not Found", + "type": "Fail", + "dependsOn": [ + { + "activity": "Check Schema", + "dependencyConditions": [ + "Failed" + ] + } + ], + "userProperties": [], + "typeProperties": { + "message": { + "value": "@concat('The ', variables('schemaFile'), ' schema mapping file was not found. Please confirm version ', variables('exportDatasetVersion'), ' of the ', variables('exportDatasetType'), ' dataset is supported by this version of FinOps hubs. You may need to upgrade to a newer release. To add support for another dataset, you can create a custom mapping file.')", + "type": "Expression" + }, + "errorCode": "SchemaNotFound" + } + }, + { + "name": "Set Hub Dataset", + "type": "SetVariable", + "dependsOn": [ + { + "activity": "Set Export Dataset Type", + "dependencyConditions": [ + "Succeeded" + ] + } + ], + "policy": { + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "variableName": "hubDataset", + "value": { + "value": "@if(equals(toLower(variables('exportDatasetType')), 'focuscost'), 'Costs', if(equals(toLower(variables('exportDatasetType')), 'pricesheet'), 'Prices', if(equals(toLower(variables('exportDatasetType')), 'reservationdetails'), 'CommitmentDiscountUsage', if(equals(toLower(variables('exportDatasetType')), 'reservationrecommendations'), 'Recommendations', if(equals(toLower(variables('exportDatasetType')), 'reservationtransactions'), 'Transactions', toLower(variables('exportDatasetType')))))))", + "type": "Expression" + } + } + }, + { + "name": "Set Destination Folder", + "type": "SetVariable", + "dependsOn": [ + { + "activity": "Check Schema", + "dependencyConditions": [ + "Succeeded" + ] + }, + { + "activity": "Set Hub Dataset", + "dependencyConditions": [ + "Succeeded" + ] + } + ], + "policy": { + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "variableName": "destinationFolder", + "value": { + "value": "@replace(concat(variables('hubDataset'),'/',substring(variables('date'), 0, 4),'/',substring(variables('date'), 4, 2),'/',toLower(variables('scope'))),'//','/')", + "type": "Expression" + } + } + }, + { + "name": "For Each Blob", + "description": "Loop thru each exported file listed in the manifest.", + "type": "ForEach", + "dependsOn": [ + { + "activity": "Set Destination Folder", + "dependencyConditions": [ + "Succeeded" + ] + } + ], + "userProperties": [], + "typeProperties": { + "items": { + "value": "@if(variables('hasNoRows'), json('[]'), activity('Read Manifest').output.firstRow.blobs)", + "type": "Expression" + }, + "batchCount": "[if(parameters('enablePublicAccess'), 30, 4)]", + "isSequential": false, + "activities": [ + { + "name": "Execute", + "description": "Run the ingestion ETL pipeline.", + "type": "ExecutePipeline", + "dependsOn": [], + "policy": { + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "pipeline": { + "referenceName": "[format('{0}_ETL_{1}', variables('safeExportContainerName'), variables('safeIngestionContainerName'))]", + "type": "PipelineReference" + }, + "waitOnCompletion": true, + "parameters": { + "blobPath": { + "value": "@item().blobName", + "type": "Expression" + }, + "destinationFolder": { + "value": "@variables('destinationFolder')", + "type": "Expression" + }, + "destinationFile": { + "value": "@last(array(split(replace(replace(item().blobName, '.gz', ''), '.csv', '.parquet'), '/')))", + "type": "Expression" + }, + "ingestionId": { + "value": "@activity('Read Manifest').output.firstRow.runInfo.runId", + "type": "Expression" + }, + "schemaFile": { + "value": "@variables('schemaFile')", + "type": "Expression" + }, + "exportDatasetType": { + "value": "@variables('exportDatasetType')", + "type": "Expression" + }, + "exportDatasetVersion": { + "value": "@variables('exportDatasetVersion')", + "type": "Expression" + } + } + } + } + ] + } + }, + { + "name": "Copy Manifest", + "description": "Copy the manifest to the ingestion container to trigger ADX ingestion", + "type": "Copy", + "dependsOn": [ + { + "activity": "For Each Blob", + "dependencyConditions": [ + "Succeeded" + ] + } + ], + "policy": { + "timeout": "0.12:00:00", + "retry": 0, + "retryIntervalInSeconds": 30, + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "source": { + "type": "JsonSource", + "storeSettings": { + "type": "AzureBlobFSReadSettings", + "recursive": true, + "enablePartitionDiscovery": false + }, + "formatSettings": { + "type": "JsonReadSettings" + } + }, + "sink": { + "type": "JsonSink", + "storeSettings": { + "type": "AzureBlobFSWriteSettings" + }, + "formatSettings": { + "type": "JsonWriteSettings" + } + }, + "enableStaging": false + }, + "inputs": [ + { + "referenceName": "manifest", + "type": "DatasetReference", + "parameters": { + "fileName": "manifest.json", + "folderPath": { + "value": "@pipeline().parameters.folderPath", + "type": "Expression" + } + } + } + ], + "outputs": [ + { + "referenceName": "manifest", + "type": "DatasetReference", + "parameters": { + "fileName": "manifest.json", + "folderPath": { + "value": "[format('@concat(''{0}/'', variables(''destinationFolder''))', parameters('ingestionContainerName'))]", + "type": "Expression" + } + } + } + ] + } + ], + "parameters": { + "folderPath": { + "type": "string" + }, + "fileName": { + "type": "string" + } + }, + "variables": { + "date": { + "type": "String" + }, + "destinationFolder": { + "type": "String" + }, + "exportDatasetType": { + "type": "String" + }, + "exportDatasetVersion": { + "type": "String" + }, + "hasNoRows": { + "type": "Boolean" + }, + "hubDataset": { + "type": "String" + }, + "mcaColumnToCheck": { + "type": "String" + }, + "schemaFile": { + "type": "String" + }, + "scope": { + "type": "String" + } + }, + "annotations": [ + "New export" + ] + }, + "dependsOn": [ + "dataset_config", + "dataset_manifest", + "dataset_msexports", + "dataset_msexports_gzip", + "dataset_msexports_parquet", + "pipeline_ToIngestion" + ], + "metadata": { + "description": "Queues the msexports_ETL_ingestion pipeline." + } + }, + "pipeline_ToIngestion": { + "type": "Microsoft.DataFactory/factories/pipelines", + "apiVersion": "2018-06-01", + "name": "[format('{0}/{1}', parameters('dataFactoryName'), format('{0}_ETL_{1}', variables('safeExportContainerName'), variables('safeIngestionContainerName')))]", + "properties": { + "activities": [ + { + "name": "Get Existing Parquet Files", + "description": "Get the previously ingested files so we can remove any older data. This is necessary to avoid data duplication in reports.", + "type": "GetMetadata", + "dependsOn": [], + "policy": { + "timeout": "0.12:00:00", + "retry": 0, + "retryIntervalInSeconds": 30, + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "dataset": { + "referenceName": "[format('{0}_files', variables('safeIngestionContainerName'))]", + "type": "DatasetReference", + "parameters": { + "folderPath": "@pipeline().parameters.destinationFolder" + } + }, + "fieldList": [ + "childItems" + ], + "storeSettings": { + "type": "AzureBlobFSReadSettings", + "enablePartitionDiscovery": false + }, + "formatSettings": { + "type": "ParquetReadSettings" + } + } + }, + { + "name": "Filter Out Current Exports", + "description": "Remove existing files from the current export so those files do not get deleted.", + "type": "Filter", + "dependsOn": [ + { + "activity": "Get Existing Parquet Files", + "dependencyConditions": [ + "Completed" + ] + } + ], + "userProperties": [], + "typeProperties": { + "items": { + "value": "@if(contains(activity('Get Existing Parquet Files').output, 'childItems'), activity('Get Existing Parquet Files').output.childItems, json('[]'))", + "type": "Expression" + }, + "condition": { + "value": "[format('@and(endswith(item().name, ''.parquet''), not(startswith(item().name, concat(pipeline().parameters.ingestionId, ''{0}''))))', variables('ingestionIdFileNameSeparator'))]", + "type": "Expression" + } + } + }, + { + "name": "Load Schema Mappings", + "description": "Get schema mapping file to use for the CSV to parquet conversion.", + "type": "Lookup", + "dependsOn": [], + "policy": { + "timeout": "0.12:00:00", + "retry": 0, + "retryIntervalInSeconds": 30, + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "source": { + "type": "JsonSource", + "storeSettings": { + "type": "AzureBlobFSReadSettings", + "recursive": true, + "enablePartitionDiscovery": false + }, + "formatSettings": { + "type": "JsonReadSettings" + } + }, + "dataset": { + "referenceName": "[variables('safeConfigContainerName')]", + "type": "DatasetReference", + "parameters": { + "fileName": { + "value": "@toLower(pipeline().parameters.schemaFile)", + "type": "Expression" + }, + "folderPath": "[format('{0}/schemas', parameters('configContainerName'))]" + } + } + } + }, + { + "name": "Failed to Load Schema", + "type": "Fail", + "dependsOn": [ + { + "activity": "Load Schema Mappings", + "dependencyConditions": [ + "Failed" + ] + } + ], + "userProperties": [], + "typeProperties": { + "message": { + "value": "@concat('Unable to load the ', pipeline().parameters.schemaFile, ' schema file. Please confirm the schema and version are supported for FinOps hubs ingestion. Unsupported files will remain in the msexports container.')", + "type": "Expression" + }, + "errorCode": "SchemaLoadFailed" + } + }, + { + "name": "Set Additional Columns", + "type": "SetVariable", + "dependsOn": [ + { + "activity": "Load Schema Mappings", + "dependencyConditions": [ + "Succeeded" + ] + } + ], + "policy": { + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "variableName": "additionalColumns", + "value": { + "value": "@intersection(array(json(concat('[{\"name\":\"x_SourceProvider\",\"value\":\"Microsoft\"},{\"name\":\"x_SourceName\",\"value\":\"Cost Management\"},{\"name\":\"x_SourceType\",\"value\":\"', pipeline().parameters.exportDatasetVersion, '\"},{\"name\":\"x_SourceVersion\",\"value\":\"', pipeline().parameters.exportDatasetVersion, '\"}'))), activity('Load Schema Mappings').output.firstRow.additionalColumns)", + "type": "Expression" + } + } + }, + { + "name": "For Each Old File", + "description": "Loop thru each of the existing files from previous exports.", + "type": "ForEach", + "dependsOn": [ + { + "activity": "Convert to Parquet", + "dependencyConditions": [ + "Succeeded" + ] + }, + { + "activity": "Filter Out Current Exports", + "dependencyConditions": [ + "Succeeded" + ] + } + ], + "userProperties": [], + "typeProperties": { + "items": { + "value": "@activity('Filter Out Current Exports').output.Value", + "type": "Expression" + }, + "activities": [ + { + "name": "Delete Old Ingested File", + "description": "Delete the previously ingested files from older exports.", + "type": "Delete", + "dependsOn": [], + "policy": { + "timeout": "0.12:00:00", + "retry": 0, + "retryIntervalInSeconds": 30, + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "dataset": { + "referenceName": "[variables('safeIngestionContainerName')]", + "type": "DatasetReference", + "parameters": { + "blobPath": { + "value": "@concat(pipeline().parameters.destinationFolder, '/', item().name)", + "type": "Expression" + } + } + }, + "enableLogging": false, + "storeSettings": { + "type": "AzureBlobFSReadSettings", + "recursive": false, + "enablePartitionDiscovery": false + } + } + } + ] + } + }, + { + "name": "Set Destination Path", + "type": "SetVariable", + "dependsOn": [], + "policy": { + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "variableName": "destinationPath", + "value": { + "value": "[format('@concat(pipeline().parameters.destinationFolder, ''/'', pipeline().parameters.ingestionId, ''{0}'', pipeline().parameters.destinationFile)', variables('ingestionIdFileNameSeparator'))]", + "type": "Expression" + } + } + }, + { + "name": "Convert to Parquet", + "description": "[format('Convert CSV to parquet and move the file to the {0} container.', parameters('ingestionContainerName'))]", + "type": "Switch", + "dependsOn": [ + { + "activity": "Set Destination Path", + "dependencyConditions": [ + "Succeeded" + ] + }, + { + "activity": "Load Schema Mappings", + "dependencyConditions": [ + "Succeeded" + ] + }, + { + "activity": "Set Additional Columns", + "dependencyConditions": [ + "Succeeded" + ] + } + ], + "userProperties": [], + "typeProperties": { + "on": { + "value": "@last(array(split(pipeline().parameters.blobPath, '.')))", + "type": "Expression" + }, + "cases": [ + { + "value": "csv", + "activities": [ + { + "name": "Convert CSV File", + "type": "Copy", + "dependsOn": [], + "policy": { + "timeout": "0.00:10:00", + "retry": 0, + "retryIntervalInSeconds": 30, + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "source": { + "type": "DelimitedTextSource", + "additionalColumns": { + "value": "@variables('additionalColumns')", + "type": "Expression" + }, + "storeSettings": { + "type": "AzureBlobFSReadSettings", + "recursive": true, + "enablePartitionDiscovery": false + }, + "formatSettings": { + "type": "DelimitedTextReadSettings" + } + }, + "sink": { + "type": "ParquetSink", + "storeSettings": { + "type": "AzureBlobFSWriteSettings" + }, + "formatSettings": { + "type": "ParquetWriteSettings", + "fileExtension": ".parquet" + } + }, + "enableStaging": false, + "parallelCopies": 1, + "validateDataConsistency": false, + "translator": { + "value": "@activity('Load Schema Mappings').output.firstRow.translator", + "type": "Expression" + } + }, + "inputs": [ + { + "referenceName": "[variables('safeExportContainerName')]", + "type": "DatasetReference", + "parameters": { + "blobPath": { + "value": "@pipeline().parameters.blobPath", + "type": "Expression" + } + } + } + ], + "outputs": [ + { + "referenceName": "[variables('safeIngestionContainerName')]", + "type": "DatasetReference", + "parameters": { + "blobPath": { + "value": "@variables('destinationPath')", + "type": "Expression" + } + } + } + ] + } + ] + }, + { + "value": "gz", + "activities": [ + { + "name": "Convert GZip CSV File", + "type": "Copy", + "dependsOn": [], + "policy": { + "timeout": "0.00:10:00", + "retry": 0, + "retryIntervalInSeconds": 30, + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "source": { + "type": "DelimitedTextSource", + "additionalColumns": { + "value": "@variables('additionalColumns')", + "type": "Expression" + }, + "storeSettings": { + "type": "AzureBlobFSReadSettings", + "recursive": true, + "enablePartitionDiscovery": false + }, + "formatSettings": { + "type": "DelimitedTextReadSettings" + } + }, + "sink": { + "type": "ParquetSink", + "storeSettings": { + "type": "AzureBlobFSWriteSettings" + }, + "formatSettings": { + "type": "ParquetWriteSettings", + "fileExtension": ".parquet" + } + }, + "enableStaging": false, + "parallelCopies": 1, + "validateDataConsistency": false, + "translator": { + "value": "@activity('Load Schema Mappings').output.firstRow.translator", + "type": "Expression" + } + }, + "inputs": [ + { + "referenceName": "[format('{0}_gzip', variables('safeExportContainerName'))]", + "type": "DatasetReference", + "parameters": { + "blobPath": { + "value": "@pipeline().parameters.blobPath", + "type": "Expression" + } + } + } + ], + "outputs": [ + { + "referenceName": "[variables('safeIngestionContainerName')]", + "type": "DatasetReference", + "parameters": { + "blobPath": { + "value": "@variables('destinationPath')", + "type": "Expression" + } + } + } + ] + } + ] + }, + { + "value": "parquet", + "activities": [ + { + "name": "Move Parquet File", + "type": "Copy", + "dependsOn": [], + "policy": { + "timeout": "0.00:05:00", + "retry": 0, + "retryIntervalInSeconds": 30, + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "source": { + "type": "ParquetSource", + "additionalColumns": { + "value": "@variables('additionalColumns')", + "type": "Expression" + }, + "storeSettings": { + "type": "AzureBlobFSReadSettings", + "recursive": true, + "enablePartitionDiscovery": false + }, + "formatSettings": { + "type": "ParquetReadSettings" + } + }, + "sink": { + "type": "ParquetSink", + "storeSettings": { + "type": "AzureBlobFSWriteSettings" + }, + "formatSettings": { + "type": "ParquetWriteSettings", + "fileExtension": ".parquet" + } + }, + "enableStaging": false, + "parallelCopies": 1, + "validateDataConsistency": false + }, + "inputs": [ + { + "referenceName": "[format('{0}_parquet', variables('safeExportContainerName'))]", + "type": "DatasetReference", + "parameters": { + "blobPath": { + "value": "@pipeline().parameters.blobPath", + "type": "Expression" + } + } + } + ], + "outputs": [ + { + "referenceName": "[variables('safeIngestionContainerName')]", + "type": "DatasetReference", + "parameters": { + "blobPath": { + "value": "@variables('destinationPath')", + "type": "Expression" + } + } + } + ] + } + ] + } + ], + "defaultActivities": [ + { + "name": "Unsupported File Type", + "type": "Fail", + "dependsOn": [], + "userProperties": [], + "typeProperties": { + "message": { + "value": "@concat('Unable to ingest the specified export file because the file type is not supported. File: ', pipeline().parameters.blobPath)", + "type": "Expression" + }, + "errorCode": "UnsupportedExportFileType" + } + } + ] + } + }, + { + "name": "Read Hub Config", + "description": "Read the hub config to determine if the export should be retained.", + "type": "Lookup", + "dependsOn": [], + "policy": { + "timeout": "0.12:00:00", + "retry": 0, + "retryIntervalInSeconds": 30, + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "source": { + "type": "JsonSource", + "storeSettings": { + "type": "AzureBlobFSReadSettings", + "recursive": false, + "enablePartitionDiscovery": false + }, + "formatSettings": { + "type": "JsonReadSettings" + } + }, + "dataset": { + "referenceName": "[variables('safeConfigContainerName')]", + "type": "DatasetReference", + "parameters": { + "fileName": "settings.json", + "folderPath": "[parameters('configContainerName')]" + } + } + } + }, + { + "name": "If Not Retaining Exports", + "description": "If the msexports retention period <= 0, delete the source file. The main reason to keep the source file is to allow for troubleshooting and reprocessing in the future.", + "type": "IfCondition", + "dependsOn": [ + { + "activity": "Convert to Parquet", + "dependencyConditions": [ + "Succeeded" + ] + }, + { + "activity": "Read Hub Config", + "dependencyConditions": [ + "Completed" + ] + } + ], + "userProperties": [], + "typeProperties": { + "expression": { + "value": "@lessOrEquals(coalesce(activity('Read Hub Config').output.firstRow.retention.msexports.days, 0), 0)", + "type": "Expression" + }, + "ifTrueActivities": [ + { + "name": "Delete Source File", + "description": "Delete the exported data file to keep storage costs down. This file is not referenced by any reporting systems.", + "type": "Delete", + "dependsOn": [], + "policy": { + "timeout": "0.12:00:00", + "retry": 0, + "retryIntervalInSeconds": 30, + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "dataset": { + "referenceName": "[format('{0}_parquet', variables('safeExportContainerName'))]", + "type": "DatasetReference", + "parameters": { + "blobPath": { + "value": "@pipeline().parameters.blobPath", + "type": "Expression" + } + } + }, + "enableLogging": false, + "storeSettings": { + "type": "AzureBlobFSReadSettings", + "recursive": true, + "enablePartitionDiscovery": false + } + } + } + ] + } + } + ], + "parameters": { + "blobPath": { + "type": "String" + }, + "destinationFile": { + "type": "string" + }, + "destinationFolder": { + "type": "string" + }, + "ingestionId": { + "type": "string" + }, + "schemaFile": { + "type": "string" + }, + "exportDatasetType": { + "type": "string" + }, + "exportDatasetVersion": { + "type": "string" + } + }, + "variables": { + "additionalColumns": { + "type": "Array" + }, + "destinationPath": { + "type": "String" + } + }, + "annotations": [] + }, + "dependsOn": [ + "dataset_config", + "dataset_ingestion", + "dataset_ingestion_files", + "dataset_msexports", + "dataset_msexports_gzip", + "dataset_msexports_parquet" + ], + "metadata": { + "description": "Transforms CSV data to a standard schema and converts to Parquet." + } + }, + "pipeline_ToDataExplorer": { + "condition": "[variables('deployDataExplorer')]", + "type": "Microsoft.DataFactory/factories/pipelines", + "apiVersion": "2018-06-01", + "name": "[format('{0}/{1}', parameters('dataFactoryName'), format('{0}_ETL_dataExplorer', variables('safeIngestionContainerName')))]", + "properties": { + "activities": [ + { + "name": "Read Hub Config", + "description": "Read the hub config to determine how long data should be retained.", + "type": "Lookup", + "dependsOn": [], + "policy": { + "timeout": "0.12:00:00", + "retry": 0, + "retryIntervalInSeconds": 30, + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "source": { + "type": "JsonSource", + "storeSettings": { + "type": "AzureBlobFSReadSettings", + "recursive": false, + "enablePartitionDiscovery": false + }, + "formatSettings": { + "type": "JsonReadSettings" + } + }, + "dataset": { + "referenceName": "[variables('safeConfigContainerName')]", + "type": "DatasetReference", + "parameters": { + "fileName": "settings.json", + "folderPath": "[parameters('configContainerName')]" + } + } + } + }, + { + "name": "Set Final Retention Months", + "type": "SetVariable", + "dependsOn": [ + { + "activity": "Read Hub Config", + "dependencyConditions": [ + "Succeeded" + ] + } + ], + "policy": { + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "variableName": "finalRetentionMonths", + "value": { + "value": "@coalesce(activity('Read Hub Config').output.firstRow.retention.final.months, 999)", + "type": "Expression" + } + } + }, + { + "name": "Until Capacity Is Available", + "type": "Until", + "dependsOn": [ + { + "activity": "Set Final Retention Months", + "dependencyConditions": [ + "Completed", + "Skipped" + ] + } + ], + "userProperties": [], + "typeProperties": { + "expression": { + "value": "@equals(variables('tryAgain'), false)", + "type": "Expression" + }, + "activities": [ + { + "name": "Confirm Ingestion Capacity", + "type": "AzureDataExplorerCommand", + "dependsOn": [], + "policy": { + "timeout": "0.12:00:00", + "retry": 0, + "retryIntervalInSeconds": 30, + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "command": ".show capacity | where Resource == 'Ingestions' | project Remaining", + "commandTimeout": "00:20:00" + }, + "linkedServiceName": { + "referenceName": "[variables('hubDataExplorerName')]", + "type": "LinkedServiceReference" + } + }, + { + "name": "If Has Capacity", + "type": "IfCondition", + "dependsOn": [ + { + "activity": "Confirm Ingestion Capacity", + "dependencyConditions": [ + "Succeeded" + ] + } + ], + "userProperties": [], + "typeProperties": { + "expression": { + "value": "@or(equals(activity('Confirm Ingestion Capacity').output.count, 0), greater(activity('Confirm Ingestion Capacity').output.value[0].Remaining, 0))", + "type": "Expression" + }, + "ifFalseActivities": [ + { + "name": "Wait for Ingestion", + "type": "Wait", + "dependsOn": [], + "userProperties": [], + "typeProperties": { + "waitTimeInSeconds": 15 + } + }, + { + "name": "Try Again", + "type": "SetVariable", + "dependsOn": [ + { + "activity": "Wait for Ingestion", + "dependencyConditions": [ + "Succeeded" + ] + } + ], + "policy": { + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "variableName": "tryAgain", + "value": true + } + } + ], + "ifTrueActivities": [ + { + "name": "Pre-Ingest Cleanup", + "description": "Cost Management exports include all month-to-date data from the previous export run. To ensure data is not double-reported, it must be dropped from the raw table before ingestion completes. Remove previous ingestions into the raw table for the month and any previous runs of the current ingestion month file in any table.", + "type": "AzureDataExplorerCommand", + "dependsOn": [], + "policy": { + "timeout": "0.12:00:00", + "retry": 0, + "retryIntervalInSeconds": 30, + "secureOutput": false, + "secureInput": false + }, + "typeProperties": { + "command": { + "value": "@concat('.drop extents <| .show extents | where (TableName == \"', pipeline().parameters.table, '\" and Tags !has \"drop-by:', pipeline().parameters.ingestionId, '\" and Tags has \"drop-by:', pipeline().parameters.folderPath, '\") or (Tags has \"drop-by:', pipeline().parameters.ingestionId, '\" and Tags has \"drop-by:', pipeline().parameters.folderPath, '/', pipeline().parameters.originalFileName, '\")')", + "type": "Expression" + }, + "commandTimeout": "00:20:00" + }, + "linkedServiceName": { + "referenceName": "[variables('hubDataExplorerName')]", + "type": "LinkedServiceReference", + "parameters": { + "database": "[parameters('dataExplorerIngestionDatabase')]" + } + } + }, + { + "name": "Ingest Data", + "type": "AzureDataExplorerCommand", + "dependsOn": [ + { + "activity": "Pre-Ingest Cleanup", + "dependencyConditions": [ + "Succeeded" + ] + } + ], + "policy": { + "timeout": "0.12:00:00", + "retry": 3, + "retryIntervalInSeconds": 120, + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "command": { + "value": "[format('@concat(''.ingest into table '', pipeline().parameters.table, '' (\"abfss://{0}@{1}.dfs.{2}/'', pipeline().parameters.folderPath, ''/'', pipeline().parameters.fileName, '';managed_identity=system\") with (format=\"parquet\", ingestionMappingReference=\"'', pipeline().parameters.table, ''_mapping\", tags=\"[\\\"drop-by:'', pipeline().parameters.ingestionId, ''\\\", \\\"drop-by:'', pipeline().parameters.folderPath, ''/'', pipeline().parameters.originalFileName, ''\\\", \\\"drop-by:ftk-version-{3}\\\"]\"); print Success = assert(iff(toscalar($command_results | project-keep HasErrors) == false, true, false), \"Ingestion Failed\")'')', parameters('ingestionContainerName'), parameters('storageAccountName'), environment().suffixes.storage, variables('ftkVersion'))]", + "type": "Expression" + }, + "commandTimeout": "01:00:00" + }, + "linkedServiceName": { + "referenceName": "[variables('hubDataExplorerName')]", + "type": "LinkedServiceReference", + "parameters": { + "database": "[parameters('dataExplorerIngestionDatabase')]" + } + } + }, + { + "name": "Post-Ingest Cleanup", + "description": "Cost Management exports include all month-to-date data from the previous export run. To ensure data is not double-reported, it must be dropped after ingestion completes. Remove the current ingestion month file from raw and any old ingestions for the month from the final table.", + "type": "AzureDataExplorerCommand", + "dependsOn": [ + { + "activity": "Ingest Data", + "dependencyConditions": [ + "Completed" + ] + } + ], + "policy": { + "timeout": "0.12:00:00", + "retry": 0, + "retryIntervalInSeconds": 30, + "secureOutput": false, + "secureInput": false + }, + "typeProperties": { + "command": { + "value": "@concat('.drop extents <| .show extents | extend isOldFinalData = (TableName startswith \"', replace(pipeline().parameters.table, '_raw', '_final_v'), '\" and Tags !has \"drop-by:', pipeline().parameters.ingestionId, '\" and Tags has \"drop-by:', pipeline().parameters.folderPath, '\") | extend isPastFinalRetention = (TableName startswith \"', replace(pipeline().parameters.table, '_raw', '_final_v'), '\" and todatetime(substring(strcat(replace_string(extract(\"drop-by:[A-Za-z]+/(\\\\d{4}/\\\\d{2}(/\\\\d{2})?)\", 1, Tags), \"/\", \"-\"), \"-01\"), 0, 10)) < datetime_add(\"month\", -', if(lessOrEquals(variables('finalRetentionMonths'), 0), 0, variables('finalRetentionMonths')), ', startofmonth(now()))) | where isOldFinalData or isPastFinalRetention')", + "type": "Expression" + }, + "commandTimeout": "00:20:00" + }, + "linkedServiceName": { + "referenceName": "[variables('hubDataExplorerName')]", + "type": "LinkedServiceReference", + "parameters": { + "database": "[parameters('dataExplorerIngestionDatabase')]" + } + } + }, + { + "name": "Ingestion Complete", + "type": "SetVariable", + "dependsOn": [ + { + "activity": "Post-Ingest Cleanup", + "dependencyConditions": [ + "Succeeded" + ] + } + ], + "policy": { + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "variableName": "tryAgain", + "value": false + } + }, + { + "name": "Abort On Ingestion Error", + "type": "SetVariable", + "dependsOn": [ + { + "activity": "Ingest Data", + "dependencyConditions": [ + "Failed" + ] + } + ], + "policy": { + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "variableName": "tryAgain", + "value": false + } + }, + { + "name": "Ingestion Failed Error", + "type": "Fail", + "dependsOn": [ + { + "activity": "Abort On Ingestion Error", + "dependencyConditions": [ + "Succeeded" + ] + } + ], + "userProperties": [], + "typeProperties": { + "message": { + "value": "@concat('Data Explorer ingestion into the ', pipeline().parameters.table, ' table failed. Please fix the error and rerun ingestion for the following folder path: \"', pipeline().parameters.folderPath, '\". File: ', pipeline().parameters.originalFileName, '. Error: ', if(greater(length(activity('Ingest Data').output.errors), 0), activity('Ingest Data').output.errors[0].Message, 'Unknown'), ' (Code: ', if(greater(length(activity('Ingest Data').output.errors), 0), activity('Ingest Data').output.errors[0].Code, 'None'), ')')", + "type": "Expression" + }, + "errorCode": "DataExplorerIngestionFailed" + } + }, + { + "name": "Abort On Pre-Ingest Drop Error", + "type": "SetVariable", + "dependsOn": [ + { + "activity": "Pre-Ingest Cleanup", + "dependencyConditions": [ + "Failed" + ] + } + ], + "policy": { + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "variableName": "tryAgain", + "value": false + } + }, + { + "name": "Pre-Ingest Drop Failed Error", + "type": "Fail", + "dependsOn": [ + { + "activity": "Abort On Pre-Ingest Drop Error", + "dependencyConditions": [ + "Succeeded" + ] + } + ], + "userProperties": [], + "typeProperties": { + "message": { + "value": "@concat('Data Explorer pre-ingestion cleanup (drop extents from raw table) for the ', pipeline().parameters.table, ' table failed. Ingestion was not completed. Please fix the error and rerun ingestion for the following folder path: \"', pipeline().parameters.folderPath, '\". File: ', pipeline().parameters.originalFileName, '. Error: ', if(greater(length(activity('Pre-Ingest Cleanup').output.errors), 0), activity('Pre-Ingest Cleanup').output.errors[0].Message, 'Unknown'), ' (Code: ', if(greater(length(activity('Pre-Ingest Cleanup').output.errors), 0), activity('Pre-Ingest Cleanup').output.errors[0].Code, 'None'), ')')", + "type": "Expression" + }, + "errorCode": "DataExplorerPreIngestionDropFailed" + } + }, + { + "name": "Abort On Post-Ingest Drop Error", + "type": "SetVariable", + "dependsOn": [ + { + "activity": "Post-Ingest Cleanup", + "dependencyConditions": [ + "Failed" + ] + } + ], + "policy": { + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "variableName": "tryAgain", + "value": false + } + }, + { + "name": "Post-Ingest Drop Failed Error", + "type": "Fail", + "dependsOn": [ + { + "activity": "Abort On Post-Ingest Drop Error", + "dependencyConditions": [ + "Succeeded" + ] + } + ], + "userProperties": [], + "typeProperties": { + "message": { + "value": "@concat('Data Explorer post-ingestion cleanup (drop extents from final tables) for the ', replace(pipeline().parameters.table, '_raw', '_final_*'), ' table failed. Please fix the error and rerun ingestion for the following folder path: \"', pipeline().parameters.folderPath, '\". File: ', pipeline().parameters.originalFileName, '. Error: ', if(greater(length(activity('Post-Ingest Cleanup').output.errors), 0), activity('Post-Ingest Cleanup').output.errors[0].Message, 'Unknown'), ' (Code: ', if(greater(length(activity('Post-Ingest Cleanup').output.errors), 0), activity('Post-Ingest Cleanup').output.errors[0].Code, 'None'), ')')", + "type": "Expression" + }, + "errorCode": "DataExplorerPostIngestionDropFailed" + } + } + ] + } + } + ], + "timeout": "0.02:00:00" + } + } + ], + "parameters": { + "folderPath": { + "type": "string" + }, + "fileName": { + "type": "string" + }, + "originalFileName": { + "type": "string" + }, + "ingestionId": { + "type": "string" + }, + "table": { + "type": "string" + } + }, + "variables": { + "tryAgain": { + "type": "Boolean", + "defaultValue": true + }, + "logRetentionDays": { + "type": "Integer", + "defaultValue": 0 + }, + "finalRetentionMonths": { + "type": "Integer", + "defaultValue": 999 + } + }, + "annotations": [] + }, + "dependsOn": [ + "dataset_config", + "linkedService_dataExplorer" + ], + "metadata": { + "description": "Ingests parquet data into an Azure Data Explorer cluster." + } + }, + "pipeline_ExecuteIngestionETL": { + "condition": "[variables('deployDataExplorer')]", + "type": "Microsoft.DataFactory/factories/pipelines", + "apiVersion": "2018-06-01", + "name": "[format('{0}/{1}', parameters('dataFactoryName'), format('{0}_ExecuteETL', variables('safeIngestionContainerName')))]", + "properties": { + "concurrency": 1, + "activities": [ + { + "name": "Wait", + "description": "Files may not be available immediately after being created.", + "type": "Wait", + "dependsOn": [], + "userProperties": [], + "typeProperties": { + "waitTimeInSeconds": 60 + } + }, + { + "name": "Set Container Folder Path", + "type": "SetVariable", + "dependsOn": [ + { + "activity": "Wait", + "dependencyConditions": [ + "Succeeded" + ] + } + ], + "policy": { + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "variableName": "containerFolderPath", + "value": { + "value": "@join(skip(array(split(pipeline().parameters.folderPath, '/')), 1), '/')", + "type": "Expression" + } + } + }, + { + "name": "Get Existing Parquet Files", + "description": "Get the previously ingested files so we can get file paths.", + "type": "GetMetadata", + "dependsOn": [ + { + "activity": "Set Container Folder Path", + "dependencyConditions": [ + "Succeeded" + ] + } + ], + "policy": { + "timeout": "0.12:00:00", + "retry": 0, + "retryIntervalInSeconds": 30, + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "dataset": { + "referenceName": "[format('{0}_files', variables('safeIngestionContainerName'))]", + "type": "DatasetReference", + "parameters": { + "folderPath": "@variables('containerFolderPath')" + } + }, + "fieldList": [ + "childItems" + ], + "storeSettings": { + "type": "AzureBlobFSReadSettings", + "enablePartitionDiscovery": false + }, + "formatSettings": { + "type": "ParquetReadSettings" + } + } + }, + { + "name": "Filter Out Folders", + "description": "Remove any folders or manifest files.", + "type": "Filter", + "dependsOn": [ + { + "activity": "Get Existing Parquet Files", + "dependencyConditions": [ + "Succeeded" + ] + } + ], + "userProperties": [], + "typeProperties": { + "items": { + "value": "@if(contains(activity('Get Existing Parquet Files').output, 'childItems'), activity('Get Existing Parquet Files').output.childItems, json('[]'))", + "type": "Expression" + }, + "condition": { + "value": "@and(equals(item().type, 'File'), not(contains(toLower(item().name), 'manifest.json')))", + "type": "Expression" + } + } + }, + { + "name": "Set Ingestion Timestamp", + "type": "SetVariable", + "dependsOn": [ + { + "activity": "Wait", + "dependencyConditions": [ + "Succeeded" + ] + } + ], + "policy": { + "secureOutput": false, + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "variableName": "timestamp", + "value": { + "value": "@utcNow()", + "type": "Expression" + } + } + }, + { + "name": "For Each Old File", + "description": "Loop thru each of the existing files.", + "type": "ForEach", + "dependsOn": [ + { + "activity": "Filter Out Folders", + "dependencyConditions": [ + "Succeeded" + ] + }, + { + "activity": "Set Ingestion Timestamp", + "dependencyConditions": [ + "Succeeded" + ] + } + ], + "userProperties": [], + "typeProperties": { + "batchCount": "[parameters('dataExplorerIngestionCapacity')]", + "items": { + "value": "@activity('Filter Out Folders').output.Value", + "type": "Expression" + }, + "activities": [ + { + "name": "Execute", + "description": "Run the ADX ETL pipeline.", + "type": "ExecutePipeline", + "dependsOn": [], + "policy": { + "secureInput": false + }, + "userProperties": [], + "typeProperties": { + "pipeline": { + "referenceName": "[format('{0}_ETL_dataExplorer', variables('safeIngestionContainerName'))]", + "type": "PipelineReference" + }, + "waitOnCompletion": true, + "parameters": { + "folderPath": { + "value": "@variables('containerFolderPath')", + "type": "Expression" + }, + "fileName": { + "value": "@item().name", + "type": "Expression" + }, + "originalFileName": { + "value": "[format('@last(array(split(item().name, ''{0}'')))', variables('ingestionIdFileNameSeparator'))]", + "type": "Expression" + }, + "ingestionId": { + "value": "[format('@concat(first(array(split(item().name, ''{0}''))), ''_'', variables(''timestamp''))', variables('ingestionIdFileNameSeparator'))]", + "type": "Expression" + }, + "table": { + "value": "@concat(first(array(split(variables('containerFolderPath'), '/'))), '_raw')", + "type": "Expression" + } + } + } + } + ] + } + }, + { + "name": "If No Files", + "description": "If there are no files found, fail the pipeline.", + "type": "IfCondition", + "dependsOn": [ + { + "activity": "Filter Out Folders", + "dependencyConditions": [ + "Succeeded" + ] + } + ], + "userProperties": [], + "typeProperties": { + "expression": { + "value": "@equals(length(activity('Filter Out Folders').output.Value), 0)", + "type": "Expression" + }, + "ifTrueActivities": [ + { + "name": "Files Not Found", + "type": "Fail", + "dependsOn": [], + "userProperties": [], + "typeProperties": { + "message": { + "value": "@concat('Unable to locate parquet files to ingest from the ', pipeline().parameters.folderPath, ' path. Please confirm the folder path is the full path, including the \"ingestion\" container and not starting with or ending with a slash (\"/\").')", + "type": "Expression" + }, + "errorCode": "IngestionFilesNotFound" + } + } + ] + } + } + ], + "parameters": { + "folderPath": { + "type": "string" + } + }, + "variables": { + "containerFolderPath": { + "type": "string" + }, + "timestamp": { + "type": "string" + } + }, + "annotations": [ + "New ingestion" + ] + }, + "dependsOn": [ + "dataset_ingestion_files", + "pipeline_ToDataExplorer" + ], + "metadata": { + "description": "Queues the ingestion_ETL_dataExplorer pipeline to account for Data Factory pipeline trigger limits." + } + }, + "startTriggers": { + "type": "Microsoft.Resources/deploymentScripts", + "apiVersion": "2020-10-01", + "name": "[format('{0}_startTriggers', parameters('dataFactoryName'))]", + "location": "[if(startsWith(parameters('location'), 'china'), 'chinaeast2', parameters('location'))]", + "tags": "[union(parameters('tags'), coalesce(tryGet(parameters('tagsByResource'), 'Microsoft.Resources/deploymentScripts'), createObject()))]", + "identity": { + "type": "UserAssigned", + "userAssignedIdentities": { + "[format('{0}', resourceId('Microsoft.ManagedIdentity/userAssignedIdentities', format('{0}_triggerManager', parameters('dataFactoryName'))))]": {} + } + }, + "kind": "AzurePowerShell", + "properties": { + "azPowerShellVersion": "8.0", + "retentionInterval": "PT1H", + "cleanupPreference": "OnSuccess", + "scriptContent": "[variables('$fxv#2')]", + "environmentVariables": [ + { + "name": "DataFactorySubscriptionId", + "value": "[subscription().id]" + }, + { + "name": "DataFactoryResourceGroup", + "value": "[resourceGroup().name]" + }, + { + "name": "DataFactoryName", + "value": "[parameters('dataFactoryName')]" + }, + { + "name": "Triggers", + "value": "[join(variables('allHubTriggers'), '|')]" + }, + { + "name": "Pipelines", + "value": "[join(createArray(format('{0}_InitializeHub', variables('safeConfigContainerName'))), '|')]" + } + ] + }, + "dependsOn": [ + "pipeline_InitializeHub", + "trigger_DailySchedule", + "trigger_ExportManifestAdded", + "trigger_IngestionManifestAdded", + "trigger_MonthlySchedule", + "trigger_SettingsUpdated", + "triggerManagerIdentity", + "triggerManagerRoleAssignments" + ] + }, + "azuretimezones": { + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "azuretimezones", + "properties": { + "expressionEvaluationOptions": { + "scope": "inner" + }, + "mode": "Incremental", + "parameters": { + "location": { + "value": "[parameters('location')]" + } + }, + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.93.31351", + "templateHash": "246200639922867735" + } + }, + "parameters": { + "location": { + "type": "string", + "defaultValue": "[resourceGroup().location]", + "metadata": { + "description": "Optional. The location to use for the managed identity and deployment script to auto-start triggers. Default = (resource group location)." + } + }, + "timezoneobject": { + "type": "object", + "defaultValue": { + "australiaeast": "AUS Eastern Standard Time", + "australiacentral": "AUS Eastern Standard Time", + "australiacentral2": "AUS Eastern Standard Time", + "australiasoutheast": "AUS Eastern Standard Time", + "brazilsouth": "E. South America Standard Time", + "canadacentral": "Central Standard Time", + "canadaeast": "Eastern Standard Time", + "centralindia": "India Standard Time", + "centralus": "Central Standard Time", + "eastasia": "China Standard Time", + "eastus": "Eastern Standard Time", + "eastus2": "Eastern Standard Time", + "francecentral": "W. Europe Standard Time", + "germanynorth": "W. Europe Standard Time", + "germanywestcentral": "W. Europe Standard Time", + "japaneast": "Japan Standard Time", + "japanwest": "Japan Standard Time", + "koreacentral": "Korea Standard Time", + "koreasouth": "Korea Standard Time", + "northcentralus": "Central Standard Time", + "northeurope": "GMT Standard Time", + "norwayeast": "W. Europe Standard Time", + "norwaywest": "W. Europe Standard Time", + "southcentralus": "Central Standard Time", + "southindia": "India Standard Time", + "southeastasia": "Singapore Standard Time", + "switzerlandnorth": "W. Europe Standard Time", + "switzerlandwest": "W. Europe Standard Time", + "uksouth": "GMT Standard Time", + "ukwest": "GMT Standard Time", + "westcentralus": "Central Standard Time", + "westeurope": "W. Europe Standard Time", + "westindia": "India Standard Time", + "westus": "Pacific Standard Time", + "westus2": "Pacific Standard Time" + } + }, + "utchrs": { + "type": "string", + "defaultValue": "[utcNow('hh')]" + }, + "utcmins": { + "type": "string", + "defaultValue": "[utcNow('mm')]" + }, + "utcsecs": { + "type": "string", + "defaultValue": "[utcNow('ss')]" + } + }, + "variables": { + "loc": "[toLower(replace(parameters('location'), ' ', ''))]", + "timezone": "[coalesce(tryGet(parameters('timezoneobject'), variables('loc')), 'Universal Coordinated Time')]" + }, + "resources": [], + "outputs": { + "AzureRegion": { + "type": "string", + "value": "[parameters('location')]" + }, + "Timezone": { + "type": "string", + "value": "[variables('timezone')]" + }, + "UtcHours": { + "type": "string", + "value": "[parameters('utchrs')]" + }, + "UtcMinutes": { + "type": "string", + "value": "[parameters('utcmins')]" + }, + "UtcSeconds": { + "type": "string", + "value": "[parameters('utcsecs')]" + } + } + } + } + }, + "getStoragePrivateEndpointConnections": { + "condition": "[not(parameters('enablePublicAccess'))]", + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "GetStoragePrivateEndpointConnections", + "properties": { + "expressionEvaluationOptions": { + "scope": "inner" + }, + "mode": "Incremental", + "parameters": { + "storageAccountName": { + "value": "[parameters('storageAccountName')]" + } + }, + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.93.31351", + "templateHash": "6596647335910944068" + } + }, + "parameters": { + "privateEndpointConnections": { + "type": "array", + "defaultValue": [], + "metadata": { + "description": "Optional. Array of private endpoint connections. Pending ones will be approved." + } + }, + "storageAccountName": { + "type": "string", + "metadata": { + "description": "Required. Name of the storage account." + } + } + }, + "resources": [ + { + "copy": { + "name": "privateEndpointConnection", + "count": "[length(parameters('privateEndpointConnections'))]" + }, + "condition": "[equals(parameters('privateEndpointConnections')[copyIndex()].properties.privateLinkServiceConnectionState.status, 'Pending')]", + "type": "Microsoft.Storage/storageAccounts/privateEndpointConnections", + "apiVersion": "2023-04-01", + "name": "[format('{0}/{1}', parameters('storageAccountName'), last(array(split(parameters('privateEndpointConnections')[copyIndex()].id, '/'))))]", + "properties": { + "privateLinkServiceConnectionState": { + "status": "Approved", + "description": "Approved-by-pipeline", + "actionRequired": "None" + } + } + } + ], + "outputs": { + "privateEndpointConnections": { + "type": "array", + "value": "[reference(resourceId('Microsoft.Storage/storageAccounts', parameters('storageAccountName')), '2023-04-01').privateEndpointConnections]" + } + } + } + }, + "dependsOn": [ + "storageManagedPrivateEndpoint" + ] + }, + "approveStoragePrivateEndpointConnections": { + "condition": "[not(parameters('enablePublicAccess'))]", + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "ApproveStoragePrivateEndpointConnections", + "properties": { + "expressionEvaluationOptions": { + "scope": "inner" + }, + "mode": "Incremental", + "parameters": { + "storageAccountName": { + "value": "[parameters('storageAccountName')]" + }, + "privateEndpointConnections": { + "value": "[reference('getStoragePrivateEndpointConnections').outputs.privateEndpointConnections.value]" + } + }, + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.93.31351", + "templateHash": "6596647335910944068" + } + }, + "parameters": { + "privateEndpointConnections": { + "type": "array", + "defaultValue": [], + "metadata": { + "description": "Optional. Array of private endpoint connections. Pending ones will be approved." + } + }, + "storageAccountName": { + "type": "string", + "metadata": { + "description": "Required. Name of the storage account." + } + } + }, + "resources": [ + { + "copy": { + "name": "privateEndpointConnection", + "count": "[length(parameters('privateEndpointConnections'))]" + }, + "condition": "[equals(parameters('privateEndpointConnections')[copyIndex()].properties.privateLinkServiceConnectionState.status, 'Pending')]", + "type": "Microsoft.Storage/storageAccounts/privateEndpointConnections", + "apiVersion": "2023-04-01", + "name": "[format('{0}/{1}', parameters('storageAccountName'), last(array(split(parameters('privateEndpointConnections')[copyIndex()].id, '/'))))]", + "properties": { + "privateLinkServiceConnectionState": { + "status": "Approved", + "description": "Approved-by-pipeline", + "actionRequired": "None" + } + } + } + ], + "outputs": { + "privateEndpointConnections": { + "type": "array", + "value": "[reference(resourceId('Microsoft.Storage/storageAccounts', parameters('storageAccountName')), '2023-04-01').privateEndpointConnections]" + } + } + } + }, + "dependsOn": [ + "getStoragePrivateEndpointConnections" + ] + }, + "getKeyVaultPrivateEndpointConnections": { + "condition": "[not(parameters('enablePublicAccess'))]", + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "GetKeyVaultPrivateEndpointConnections", + "properties": { + "expressionEvaluationOptions": { + "scope": "inner" + }, + "mode": "Incremental", + "parameters": { + "keyVaultName": { + "value": "[parameters('keyVaultName')]" + } + }, + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.93.31351", + "templateHash": "1305728532573520518" + } + }, + "parameters": { + "privateEndpointConnections": { + "type": "array", + "defaultValue": [], + "metadata": { + "description": "Optional. Array of private endpoint connections. Pending ones will be approved." + } + }, + "keyVaultName": { + "type": "string", + "metadata": { + "description": "Required. Name of the KeyVault." + } + } + }, + "resources": [ + { + "copy": { + "name": "privateEndpointConnection", + "count": "[length(parameters('privateEndpointConnections'))]" + }, + "condition": "[equals(parameters('privateEndpointConnections')[copyIndex()].properties.privateLinkServiceConnectionState.status, 'Pending')]", + "type": "Microsoft.KeyVault/vaults/privateEndpointConnections", + "apiVersion": "2023-07-01", + "name": "[format('{0}/{1}', parameters('keyVaultName'), last(array(split(parameters('privateEndpointConnections')[copyIndex()].id, '/'))))]", + "properties": { + "privateLinkServiceConnectionState": { + "status": "Approved", + "description": "Approved-by-pipeline" + } + } + } + ], + "outputs": { + "privateEndpointConnections": { + "type": "array", + "value": "[reference(resourceId('Microsoft.KeyVault/vaults', parameters('keyVaultName')), '2023-07-01').privateEndpointConnections]" + } + } + } + }, + "dependsOn": [ + "keyVaultManagedPrivateEndpoint" + ] + }, + "approveKeyVaultPrivateEndpointConnections": { + "condition": "[not(parameters('enablePublicAccess'))]", + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "ApproveKeyVaultPrivateEndpointConnections", + "properties": { + "expressionEvaluationOptions": { + "scope": "inner" + }, + "mode": "Incremental", + "parameters": { + "keyVaultName": { + "value": "[parameters('keyVaultName')]" + }, + "privateEndpointConnections": { + "value": "[reference('getKeyVaultPrivateEndpointConnections').outputs.privateEndpointConnections.value]" + } + }, + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.93.31351", + "templateHash": "1305728532573520518" + } + }, + "parameters": { + "privateEndpointConnections": { + "type": "array", + "defaultValue": [], + "metadata": { + "description": "Optional. Array of private endpoint connections. Pending ones will be approved." + } + }, + "keyVaultName": { + "type": "string", + "metadata": { + "description": "Required. Name of the KeyVault." + } + } + }, + "resources": [ + { + "copy": { + "name": "privateEndpointConnection", + "count": "[length(parameters('privateEndpointConnections'))]" + }, + "condition": "[equals(parameters('privateEndpointConnections')[copyIndex()].properties.privateLinkServiceConnectionState.status, 'Pending')]", + "type": "Microsoft.KeyVault/vaults/privateEndpointConnections", + "apiVersion": "2023-07-01", + "name": "[format('{0}/{1}', parameters('keyVaultName'), last(array(split(parameters('privateEndpointConnections')[copyIndex()].id, '/'))))]", + "properties": { + "privateLinkServiceConnectionState": { + "status": "Approved", + "description": "Approved-by-pipeline" + } + } + } + ], + "outputs": { + "privateEndpointConnections": { + "type": "array", + "value": "[reference(resourceId('Microsoft.KeyVault/vaults', parameters('keyVaultName')), '2023-07-01').privateEndpointConnections]" + } + } + } + }, + "dependsOn": [ + "getKeyVaultPrivateEndpointConnections" + ] + }, + "getDataExplorerPrivateEndpointConnections": { + "condition": "[and(variables('deployDataExplorer'), not(parameters('enablePublicAccess')))]", + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "GetDataExplorerPrivateEndpointConnections", + "properties": { + "expressionEvaluationOptions": { + "scope": "inner" + }, + "mode": "Incremental", + "parameters": { + "dataExplorerName": { + "value": "[parameters('dataExplorerName')]" + } + }, + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.93.31351", + "templateHash": "12156003319680015068" + } + }, + "parameters": { + "privateEndpointConnections": { + "type": "array", + "defaultValue": [], + "metadata": { + "description": "Optional. Array of private endpoint connections. Pending ones will be approved." + } + }, + "dataExplorerName": { + "type": "string", + "metadata": { + "description": "Required. Name of the ADX cluster." + } + } + }, + "resources": [ + { + "copy": { + "name": "privateEndpointConnection", + "count": "[length(parameters('privateEndpointConnections'))]" + }, + "condition": "[equals(parameters('privateEndpointConnections')[copyIndex()].properties.privateLinkServiceConnectionState.status, 'Pending')]", + "type": "Microsoft.Kusto/clusters/privateEndpointConnections", + "apiVersion": "2023-08-15", + "name": "[format('{0}/{1}', parameters('dataExplorerName'), last(array(split(parameters('privateEndpointConnections')[copyIndex()].id, '/'))))]", + "properties": { + "privateLinkServiceConnectionState": { + "status": "Approved", + "description": "Approved-by-pipeline" + } + } + } + ], + "outputs": { + "privateEndpointConnections": { + "type": "array", + "value": "[reference(resourceId('Microsoft.Kusto/clusters', parameters('dataExplorerName')), '2023-08-15').privateEndpointConnections]" + } + } + } + }, + "dependsOn": [ + "dataExplorerManagedPrivateEndpoint" + ] + }, + "approveDataExplorerPrivateEndpointConnections": { + "condition": "[and(variables('deployDataExplorer'), not(parameters('enablePublicAccess')))]", + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "ApproveDataExplorerPrivateEndpointConnections", + "properties": { + "expressionEvaluationOptions": { + "scope": "inner" + }, + "mode": "Incremental", + "parameters": { + "dataExplorerName": { + "value": "[parameters('dataExplorerName')]" + }, + "privateEndpointConnections": { + "value": "[reference('getDataExplorerPrivateEndpointConnections').outputs.privateEndpointConnections.value]" + } + }, + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.93.31351", + "templateHash": "12156003319680015068" + } + }, + "parameters": { + "privateEndpointConnections": { + "type": "array", + "defaultValue": [], + "metadata": { + "description": "Optional. Array of private endpoint connections. Pending ones will be approved." + } + }, + "dataExplorerName": { + "type": "string", + "metadata": { + "description": "Required. Name of the ADX cluster." + } + } + }, + "resources": [ + { + "copy": { + "name": "privateEndpointConnection", + "count": "[length(parameters('privateEndpointConnections'))]" + }, + "condition": "[equals(parameters('privateEndpointConnections')[copyIndex()].properties.privateLinkServiceConnectionState.status, 'Pending')]", + "type": "Microsoft.Kusto/clusters/privateEndpointConnections", + "apiVersion": "2023-08-15", + "name": "[format('{0}/{1}', parameters('dataExplorerName'), last(array(split(parameters('privateEndpointConnections')[copyIndex()].id, '/'))))]", + "properties": { + "privateLinkServiceConnectionState": { + "status": "Approved", + "description": "Approved-by-pipeline" + } + } + } + ], + "outputs": { + "privateEndpointConnections": { + "type": "array", + "value": "[reference(resourceId('Microsoft.Kusto/clusters', parameters('dataExplorerName')), '2023-08-15').privateEndpointConnections]" + } + } + } + }, + "dependsOn": [ + "getDataExplorerPrivateEndpointConnections" + ] + } + }, + "outputs": { + "resourceId": { + "type": "string", + "metadata": { + "description": "The Resource ID of the Data factory." + }, + "value": "[resourceId('Microsoft.DataFactory/factories', parameters('dataFactoryName'))]" + }, + "name": { + "type": "string", + "metadata": { + "description": "The Name of the Azure Data Factory instance." + }, + "value": "[parameters('dataFactoryName')]" + } + } + } + }, + "dependsOn": [ + "dataExplorer", + "dataFactory", + "keyVault", + "storage" + ] + }, + "keyVault": { + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "keyVault", + "properties": { + "expressionEvaluationOptions": { + "scope": "inner" + }, + "mode": "Incremental", + "parameters": { + "hubName": { + "value": "[parameters('hubName')]" + }, + "uniqueSuffix": { + "value": "[variables('uniqueSuffix')]" + }, + "location": { + "value": "[parameters('location')]" + }, + "tags": { + "value": "[variables('resourceTags')]" + }, + "tagsByResource": { + "value": "[parameters('tagsByResource')]" + }, + "storageAccountKey": { + "value": "[parameters('remoteHubStorageKey')]" + }, + "enablePublicAccess": { + "value": "[parameters('enablePublicAccess')]" + }, + "virtualNetworkId": "[if(parameters('enablePublicAccess'), createObject('value', ''), createObject('value', reference('vnet').outputs.vNetId.value))]", + "privateEndpointSubnetId": "[if(parameters('enablePublicAccess'), createObject('value', ''), createObject('value', reference('vnet').outputs.finopsHubSubnetId.value))]", + "accessPolicies": { + "value": [ + { + "objectId": "[reference('dataFactory', '2018-06-01', 'full').identity.principalId]", + "tenantId": "[subscription().tenantId]", + "permissions": { + "secrets": [ + "get" + ] + } + } + ] + } + }, + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.93.31351", + "templateHash": "1357795720924997394" + } + }, + "parameters": { + "hubName": { + "type": "string", + "metadata": { + "description": "Required. Name of the hub. Used to ensure unique resource names." + } + }, + "uniqueSuffix": { + "type": "string", + "metadata": { + "description": "Required. Suffix to add to the KeyVault instance name to ensure uniqueness." + } + }, + "location": { + "type": "string", + "defaultValue": "[resourceGroup().location]", + "metadata": { + "description": "Optional. Location for all resources." + } + }, + "accessPolicies": { + "type": "array", + "defaultValue": [], + "metadata": { + "description": "Optional. Array of access policies object." + } + }, + "storageAccountKey": { + "type": "securestring", + "metadata": { + "description": "Optional. Create and store a key for a remote storage account." + } + }, + "sku": { + "type": "string", + "defaultValue": "premium", + "allowedValues": [ + "premium", + "standard" + ], + "metadata": { + "description": "Optional. Specifies the SKU for the vault." + } + }, + "tags": { + "type": "object", + "defaultValue": {}, + "metadata": { + "description": "Optional. Resource tags." + } + }, + "tagsByResource": { + "type": "object", + "defaultValue": {}, + "metadata": { + "description": "Optional. Tags to apply to resources based on their resource type. Resource type specific tags will be merged with tags for all resources." + } + }, + "virtualNetworkId": { + "type": "string", + "metadata": { + "description": "Required. Resource ID of the virtual network for private endpoints." + } + }, + "privateEndpointSubnetId": { + "type": "string", + "metadata": { + "description": "Required. Resource ID of the subnet for private endpoints." + } + }, + "enablePublicAccess": { + "type": "bool", + "metadata": { + "description": "Optional. Enable public access to the data lake. Default: false." + } + } + }, + "variables": { + "copy": [ + { + "name": "formattedAccessPolicies", + "count": "[length(parameters('accessPolicies'))]", + "input": { + "applicationId": "[coalesce(tryGet(parameters('accessPolicies')[copyIndex('formattedAccessPolicies')], 'applicationId'), '')]", + "objectId": "[coalesce(tryGet(parameters('accessPolicies')[copyIndex('formattedAccessPolicies')], 'objectId'), '')]", + "permissions": "[parameters('accessPolicies')[copyIndex('formattedAccessPolicies')].permissions]", + "tenantId": "[coalesce(tryGet(parameters('accessPolicies')[copyIndex('formattedAccessPolicies')], 'tenantId'), tenant().tenantId)]" + } + } + ], + "keyVaultPrefix": "[format('{0}-vault', replace(parameters('hubName'), '_', '-'))]", + "keyVaultSuffix": "[format('-{0}', parameters('uniqueSuffix'))]", + "keyVaultName": "[replace(format('{0}{1}', take(variables('keyVaultPrefix'), sub(24, length(variables('keyVaultSuffix')))), variables('keyVaultSuffix')), '--', '-')]", + "keyVaultSecretName": "[format('{0}-storage-key', toLower(parameters('hubName')))]", + "keyVaultPrivateDnsZoneName": "[format('privatelink{0}', replace(environment().suffixes.keyvaultDns, 'vault', 'vaultcore'))]" + }, + "resources": [ + { + "type": "Microsoft.KeyVault/vaults", + "apiVersion": "2023-02-01", + "name": "[variables('keyVaultName')]", + "location": "[parameters('location')]", + "tags": "[union(parameters('tags'), coalesce(tryGet(parameters('tagsByResource'), 'Microsoft.KeyVault/vaults'), createObject()))]", + "properties": { + "enabledForDeployment": true, + "enabledForTemplateDeployment": true, + "enabledForDiskEncryption": true, + "enableSoftDelete": true, + "softDeleteRetentionInDays": 90, + "enableRbacAuthorization": false, + "createMode": "default", + "tenantId": "[subscription().tenantId]", + "accessPolicies": "[variables('formattedAccessPolicies')]", + "sku": { + "name": "[if(startsWith(parameters('location'), 'china'), 'standard', parameters('sku'))]", + "family": "A" + }, + "networkAcls": { + "bypass": "AzureServices", + "defaultAction": "[if(parameters('enablePublicAccess'), 'Allow', 'Deny')]" + } + } + }, + { + "condition": "[not(empty(parameters('accessPolicies')))]", + "type": "Microsoft.KeyVault/vaults/accessPolicies", + "apiVersion": "2023-02-01", + "name": "[format('{0}/{1}', variables('keyVaultName'), 'add')]", + "properties": { + "accessPolicies": "[variables('formattedAccessPolicies')]" + }, + "dependsOn": [ + "[resourceId('Microsoft.KeyVault/vaults', variables('keyVaultName'))]" + ] + }, + { + "condition": "[not(empty(parameters('storageAccountKey')))]", + "type": "Microsoft.KeyVault/vaults/secrets", + "apiVersion": "2023-02-01", + "name": "[format('{0}/{1}', variables('keyVaultName'), variables('keyVaultSecretName'))]", + "properties": { + "attributes": { + "enabled": true, + "exp": 1702648632, + "nbf": 10000 + }, + "value": "[parameters('storageAccountKey')]" + }, + "dependsOn": [ + "[resourceId('Microsoft.KeyVault/vaults', variables('keyVaultName'))]" + ] + }, + { + "condition": "[not(parameters('enablePublicAccess'))]", + "type": "Microsoft.Network/privateDnsZones", + "apiVersion": "2024-06-01", + "name": "[variables('keyVaultPrivateDnsZoneName')]", + "location": "global", + "tags": "[union(parameters('tags'), coalesce(tryGet(parameters('tagsByResource'), 'Microsoft.KeyVault/privateDnsZones'), createObject()))]", + "properties": {} + }, + { + "condition": "[not(parameters('enablePublicAccess'))]", + "type": "Microsoft.Network/privateDnsZones/virtualNetworkLinks", + "apiVersion": "2024-06-01", + "name": "[format('{0}/{1}', variables('keyVaultPrivateDnsZoneName'), format('{0}-link', replace(variables('keyVaultPrivateDnsZoneName'), '.', '-')))]", + "location": "global", + "tags": "[union(parameters('tags'), coalesce(tryGet(parameters('tagsByResource'), 'Microsoft.Network/privateDnsZones/virtualNetworkLinks'), createObject()))]", + "properties": { + "virtualNetwork": { + "id": "[parameters('virtualNetworkId')]" + }, + "registrationEnabled": false + }, + "dependsOn": [ + "[resourceId('Microsoft.Network/privateDnsZones', variables('keyVaultPrivateDnsZoneName'))]" + ] + }, + { + "condition": "[not(parameters('enablePublicAccess'))]", + "type": "Microsoft.Network/privateEndpoints", + "apiVersion": "2023-11-01", + "name": "[format('{0}-ep', variables('keyVaultName'))]", + "location": "[parameters('location')]", + "tags": "[union(parameters('tags'), coalesce(tryGet(parameters('tagsByResource'), 'Microsoft.Network/privateEndpoints'), createObject()))]", + "properties": { + "subnet": { + "id": "[parameters('privateEndpointSubnetId')]" + }, + "privateLinkServiceConnections": [ + { + "name": "keyVaultLink", + "properties": { + "privateLinkServiceId": "[resourceId('Microsoft.KeyVault/vaults', variables('keyVaultName'))]", + "groupIds": [ + "vault" + ] + } + } + ] + }, + "dependsOn": [ + "[resourceId('Microsoft.KeyVault/vaults', variables('keyVaultName'))]" + ] + }, + { + "condition": "[not(parameters('enablePublicAccess'))]", + "type": "Microsoft.Network/privateEndpoints/privateDnsZoneGroups", + "apiVersion": "2023-11-01", + "name": "[format('{0}/{1}', format('{0}-ep', variables('keyVaultName')), 'keyvault-endpoint-zone')]", + "properties": { + "privateDnsZoneConfigs": [ + { + "name": "[variables('keyVaultPrivateDnsZoneName')]", + "properties": { + "privateDnsZoneId": "[resourceId('Microsoft.Network/privateDnsZones', variables('keyVaultPrivateDnsZoneName'))]" + } + } + ] + }, + "dependsOn": [ + "[resourceId('Microsoft.Network/privateEndpoints', format('{0}-ep', variables('keyVaultName')))]", + "[resourceId('Microsoft.Network/privateDnsZones', variables('keyVaultPrivateDnsZoneName'))]" + ] + } + ], + "outputs": { + "resourceId": { + "type": "string", + "metadata": { + "description": "The resource ID of the key vault." + }, + "value": "[resourceId('Microsoft.KeyVault/vaults', variables('keyVaultName'))]" + }, + "name": { + "type": "string", + "metadata": { + "description": "The name of the key vault." + }, + "value": "[variables('keyVaultName')]" + }, + "uri": { + "type": "string", + "metadata": { + "description": "The URI of the key vault." + }, + "value": "[reference(resourceId('Microsoft.KeyVault/vaults', variables('keyVaultName')), '2023-02-01').vaultUri]" + } + } + } + }, + "dependsOn": [ + "dataFactory", + "vnet" + ] + } + }, + "outputs": { + "name": { + "type": "string", + "metadata": { + "description": "Name of the deployed hub instance." + }, + "value": "[parameters('hubName')]" + }, + "location": { + "type": "string", + "metadata": { + "description": "Azure resource location resources were deployed to." + }, + "value": "[parameters('location')]" + }, + "dataFactoryName": { + "type": "string", + "metadata": { + "description": "Name of the Data Factory." + }, + "value": "[variables('dataFactoryName')]" + }, + "storageAccountId": { + "type": "string", + "metadata": { + "description": "Resource ID of the storage account created for the hub instance. This must be used when creating the Cost Management export." + }, + "value": "[reference('storage').outputs.resourceId.value]" + }, + "storageAccountName": { + "type": "string", + "metadata": { + "description": "Name of the storage account created for the hub instance. This must be used when connecting FinOps toolkit Power BI reports to your data." + }, + "value": "[reference('storage').outputs.name.value]" + }, + "storageUrlForPowerBI": { + "type": "string", + "metadata": { + "description": "URL to use when connecting custom Power BI reports to your data." + }, + "value": "[format('https://{0}.dfs.{1}/{2}', reference('storage').outputs.name.value, environment().suffixes.storage, reference('storage').outputs.ingestionContainer.value)]" + }, + "clusterId": { + "type": "string", + "metadata": { + "description": "The resource ID of the Data Explorer cluster." + }, + "value": "[if(not(variables('deployDataExplorer')), '', reference('dataExplorer').outputs.clusterId.value)]" + }, + "clusterUri": { + "type": "string", + "metadata": { + "description": "The URI of the Data Explorer cluster." + }, + "value": "[if(not(variables('deployDataExplorer')), '', reference('dataExplorer').outputs.clusterUri.value)]" + }, + "ingestionDbName": { + "type": "string", + "metadata": { + "description": "The name of the Data Explorer database used for ingesting data." + }, + "value": "[if(not(variables('deployDataExplorer')), '', reference('dataExplorer').outputs.ingestionDbName.value)]" + }, + "hubDbName": { + "type": "string", + "metadata": { + "description": "The name of the Data Explorer database used for querying data." + }, + "value": "[if(not(variables('deployDataExplorer')), '', reference('dataExplorer').outputs.hubDbName.value)]" + }, + "managedIdentityId": { + "type": "string", + "metadata": { + "description": "Object ID of the Data Factory managed identity. This will be needed when configuring managed exports." + }, + "value": "[reference('dataFactory', '2018-06-01', 'full').identity.principalId]" + }, + "managedIdentityTenantId": { + "type": "string", + "metadata": { + "description": "Azure AD tenant ID. This will be needed when configuring managed exports." + }, + "value": "[tenant().tenantId]" + } + } + } + } + } + ], + "outputs": { + "name": { + "type": "string", + "metadata": { + "description": "The name of the resource group." + }, + "value": "[parameters('hubName')]" + }, + "location": { + "type": "string", + "metadata": { + "description": "The location the resources wer deployed to." + }, + "value": "[parameters('location')]" + }, + "dataFactoryName": { + "type": "string", + "metadata": { + "description": "Name of the Data Factory." + }, + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'hub'), '2022-09-01').outputs.dataFactoryName.value]" + }, + "storageAccountId": { + "type": "string", + "metadata": { + "description": "The resource ID of the deployed storage account." + }, + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'hub'), '2022-09-01').outputs.storageAccountId.value]" + }, + "storageAccountName": { + "type": "string", + "metadata": { + "description": "Name of the storage account created for the hub instance. This must be used when connecting FinOps toolkit Power BI reports to your data." + }, + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'hub'), '2022-09-01').outputs.storageAccountName.value]" + }, + "storageUrlForPowerBI": { + "type": "string", + "metadata": { + "description": "URL to use when connecting custom Power BI reports to your data." + }, + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'hub'), '2022-09-01').outputs.storageUrlForPowerBI.value]" + }, + "clusterId": { + "type": "string", + "metadata": { + "description": "The resource ID of the Data Explorer cluster." + }, + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'hub'), '2022-09-01').outputs.clusterId.value]" + }, + "clusterUri": { + "type": "string", + "metadata": { + "description": "The URI of the Data Explorer cluster." + }, + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'hub'), '2022-09-01').outputs.clusterUri.value]" + }, + "ingestionDbName": { + "type": "string", + "metadata": { + "description": "The name of the Data Explorer database used for ingesting data." + }, + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'hub'), '2022-09-01').outputs.ingestionDbName.value]" + }, + "hubDbName": { + "type": "string", + "metadata": { + "description": "The name of the Data Explorer database used for querying data." + }, + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'hub'), '2022-09-01').outputs.hubDbName.value]" + }, + "managedIdentityId": { + "type": "string", + "metadata": { + "description": "Object ID of the Data Factory managed identity. This will be needed when configuring managed exports." + }, + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'hub'), '2022-09-01').outputs.managedIdentityId.value]" + }, + "managedIdentityTenantId": { + "type": "string", + "metadata": { + "description": "Azure AD tenant ID. This will be needed when configuring managed exports." + }, + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'hub'), '2022-09-01').outputs.managedIdentityTenantId.value]" + } + } +} \ No newline at end of file diff --git a/docs/deploy/finops-hub-0.8.ui.json b/docs/deploy/finops-hub-0.8.ui.json new file mode 100644 index 000000000..3b92b3ba0 --- /dev/null +++ b/docs/deploy/finops-hub-0.8.ui.json @@ -0,0 +1,667 @@ +{ + "$schema": "https://schema.management.azure.com/schemas/0.1.2-preview/CreateUIDefinition.MultiVm.json#", + "handler": "Microsoft.Azure.CreateUIDef", + "version": "0.1.2-preview", + "parameters": { + "config": { + "basics": { + "description": "FinOps hubs are a reliable, trustworthy platform for cost analytics, insights, and optimization. Connect your hub to one or more billing accounts and subscriptions and build custom reports in Power BI or other tools. [Learn more](https://aka.ms/finops/hubs)", + "location": { + "label": "Location", + "resourceTypes": [ + "Microsoft.DataFactory/factories", + "Microsoft.KeyVault/vaults", + "Microsoft.Kusto/clusters", + "Microsoft.ManagedIdentity/userAssignedIdentities", + "Microsoft.Network/privateDnsZones", + "Microsoft.Network/privateDnsZones/virtualNetworkLinks", + "Microsoft.Network/privateEndpoints", + "Microsoft.Resources/deploymentScripts", + "Microsoft.Storage/storageAccounts" + ] + } + } + }, + "resourceTypes": [ + "Microsoft.DataFactory/factories", + "Microsoft.KeyVault/vaults", + "Microsoft.Kusto/clusters", + "Microsoft.ManagedIdentity/userAssignedIdentities", + "Microsoft.Network/privateDnsZones", + "Microsoft.Network/privateDnsZones/virtualNetworkLinks", + "Microsoft.Network/privateEndpoints", + "Microsoft.Resources/deploymentScripts", + "Microsoft.Storage/storageAccounts" + ], + "basics": [ + { + "name": "hubName", + "type": "Microsoft.Common.TextBox", + "label": "Hub name", + "defaultValue": "finops-hub", + "toolTip": "Name of the FinOps hub instance. Used to ensure unique resource names.", + "constraints": { + "required": true, + "regex": "^[a-zA-Z0-9][a-zA-Z0-9\\-]{0,61}[a-zA-Z0-9]$", + "validationMessage": "Name must be between 3 and 63 characters long and can contain only lowercase letters, numbers, and hyphens. The first and last characters in the name must be alphanumeric." + }, + "visible": true + }, + { + "name": "dataExplorer", + "type": "Microsoft.Common.Section", + "label": "Azure Data Explorer (optional)", + "elements": [ + { + "name": "dataExplorerIntro", + "type": "Microsoft.Common.TextBlock", + "visible": true, + "options": { + "text": "Azure Data Explorer is a fast, scalable service for advanced, big data analytics. Data Explorer is optional but recommended when monitoring more than $1 million in spend. FinOps hubs with Data Explorer starts at $120 for a single node cluster plus $10 per million in monitored spend (<0.02% of annual spend)." + } + }, + { + "name": "dataExplorerName", + "type": "Microsoft.Common.TextBox", + "label": "Cluster name", + "toolTip": "Name of the Azure Data Explorer cluster, if desired. If not specified, Data Explorer will not be deployed.", + "constraints": { + "required": false, + "regex": "^[a-zA-Z0-9][a-zA-Z0-9\\-]{0,20}[a-z0-9]$", + "validationMessage": "Name must be between 4 and 22 characters long and can contain only lowercase letters, numbers, and hyphens. The first and last characters in the name must be alphanumeric." + }, + "visible": true + } + ], + "visible": true + } + ], + "steps": [ + { + "name": "pricing", + "label": "Pricing", + "elements": [ + { + "name": "pricingIntro", + "type": "Microsoft.Common.TextBlock", + "visible": true, + "options": { + "text": "Estimated costs below are based on list prices for the default settings. Refer to the Azure pricing calculator for the most accurate pricing based on your discounts. Learn more @ https://aka.ms/finops/hubs/calculator" + } + }, + { + "name": "storage", + "type": "Microsoft.Common.Section", + "label": "Data Factory + storage", + "elements": [ + { + "name": "storagePricingIntro", + "type": "Microsoft.Common.TextBlock", + "visible": true, + "options": { + "text": "FinOps hubs utilize Azure Data Factory for data processing and Azure Data Lake Storage Gen2 for staging during data ingestion." + } + }, + { + "name": "storageEstimate", + "type": "Microsoft.Common.TextBlock", + "visible": true, + "options": { + "text": "Estimated cost: Starts at ~$5/mo per million in monitored spend*." + } + }, + { + "name": "storageSku", + "type": "Microsoft.Common.DropDown", + "label": "Storage redundancy", + "defaultValue": "Locally-redundant (LRS) - Lowest cost", + "toolTip": "The data in your storage account is always replicated to ensure durability and high availability. Choose a replication strategy that matches your durability requirements. [Learn more](https://go.microsoft.com/fwlink/?linkid=2163103)", + "constraints": { + "required": false, + "allowedValues": [ + { + "label": "Locally-redundant (LRS) - Lowest cost", + "value": "Premium_LRS" + }, + { + "label": "Zone-redundant (ZRS) - High availability", + "value": "Premium_ZRS" + } + ] + }, + "visible": true + } + ], + "visible": true + }, + { + "name": "dataExplorer", + "type": "Microsoft.Common.Section", + "label": "Data Explorer (optional)", + "elements": [ + { + "name": "dataExplorerPricingIntro", + "type": "Microsoft.Common.TextBlock", + "visible": true, + "options": { + "text": "Azure Data Explorer is optional. If a cluster name is not specified on the Basics tab, this setting is ignored." + } + }, + { + "name": "dataExplorerEstimate", + "type": "Microsoft.Common.TextBlock", + "visible": true, + "options": { + "text": "Added cost: Starts at $120/mo plus another ~$5/mo per million in monitored spend* (<0.02% of annual spend)." + } + }, + { + "name": "dataExplorerSku", + "type": "Microsoft.Common.DropDown", + "label": "Data Explorer SKU", + "defaultValue": "Dev/test: D11_v2 (no SLA) - Extra small, 78GB cache (~$121/mo)", + "toolTip": "Select an Azure Data Explorer SKU based on your needs. Consider how many accounts and datasets that are required for your needs. We recommend starting small and scaling up based on performance. [Learn more](https://learn.microsoft.com/azure/data-explorer/manage-cluster-choose-sku)", + "constraints": { + "required": false, + "allowedValues": [ + { + "label": "Dev/test: E2a_v4 (no SLA) - Extra small, 24GB cache (~$110/mo)", + "value": "Dev(No SLA)_Standard_E2a_v4" + }, + { + "label": "Dev/test: D11_v2 (no SLA) - Extra small, 78GB cache (~$121/mo)", + "value": "Dev(No SLA)_Standard_D11_v2" + }, + { + "label": "D11_v2 - Extra small, 78GB cache (~$245/mo)", + "value": "Standard_D11_v2" + }, + { + "label": "D12_v2 - Small, 162GB cache", + "value": "Standard_D12_v2" + }, + { + "label": "D13_v2 - Medium, 335GB cache", + "value": "Standard_D13_v2" + }, + { + "label": "D14_v2 - Large, 680GB cache", + "value": "Standard_D14_v2" + }, + { + "label": "D16d_v5 - Large, 485GB cache", + "value": "Standard_D16d_v5" + }, + { + "label": "D32d_v4 - Extra large, 976GB cache", + "value": "Standard_D32d_v4" + }, + { + "label": "D32d_v5 - Extra large, 976GB cache", + "value": "Standard_D32d_v5" + }, + { + "label": "DS13_v2+1TB_PS - Medium", + "value": "Standard_DS13_v2+1TB_PS" + }, + { + "label": "DS13_v2+2TB_PS - Medium", + "value": "Standard_DS13_v2+2TB_PS" + }, + { + "label": "DS14_v2+3TB_PS - Large", + "value": "Standard_DS14_v2+3TB_PS" + }, + { + "label": "DS14_v2+4TB_PS - Large", + "value": "Standard_DS14_v2+4TB_PS" + }, + { + "label": "E2a_v4 - Extra small, 30GB cache (~$220/mo)", + "value": "Standard_E2a_v4" + }, + { + "label": "E2ads_v5 - Extra small", + "value": "Standard_E2ads_v5" + }, + { + "label": "E2d_v4 - Extra small", + "value": "Standard_E2d_v4" + }, + { + "label": "E2d_v5 - Extra small", + "value": "Standard_E2d_v5" + }, + { + "label": "E4a_v4 - Small", + "value": "Standard_E4a_v4" + }, + { + "label": "E4ads_v5 - Small", + "value": "Standard_E4ads_v5" + }, + { + "label": "E4d_v4 - Small", + "value": "Standard_E4d_v4" + }, + { + "label": "E4d_v5 - Small", + "value": "Standard_E4d_v5" + }, + { + "label": "E8a_v4 - Medium", + "value": "Standard_E8a_v4" + }, + { + "label": "E8ads_v5 - Medium", + "value": "Standard_E8ads_v5" + }, + { + "label": "E8as_v4+1TB_PS - Medium", + "value": "Standard_E8as_v4+1TB_PS" + }, + { + "label": "E8as_v4+2TB_PS - Medium", + "value": "Standard_E8as_v4+2TB_PS" + }, + { + "label": "E8as_v5+1TB_PS - Medium", + "value": "Standard_E8as_v5+1TB_PS" + }, + { + "label": "E8as_v5+2TB_PS - Medium", + "value": "Standard_E8as_v5+2TB_PS" + }, + { + "label": "E8d_v4 - Medium", + "value": "Standard_E8d_v4" + }, + { + "label": "E8d_v5 - Medium", + "value": "Standard_E8d_v5" + }, + { + "label": "E8s_v4+1TB_PS - Medium", + "value": "Standard_E8s_v4+1TB_PS" + }, + { + "label": "E8s_v4+2TB_PS - Medium", + "value": "Standard_E8s_v4+2TB_PS" + }, + { + "label": "E8s_v5+1TB_PS - Medium", + "value": "Standard_E8s_v5+1TB_PS" + }, + { + "label": "E8s_v5+2TB_PS - Medium", + "value": "Standard_E8s_v5+2TB_PS" + }, + { + "label": "E16a_v4 - Large", + "value": "Standard_E16a_v4" + }, + { + "label": "E16ads_v5 - Large", + "value": "Standard_E16ads_v5" + }, + { + "label": "E16as_v4+3TB_PS - Large", + "value": "Standard_E16as_v4+3TB_PS" + }, + { + "label": "E16as_v4+4TB_PS - Large", + "value": "Standard_E16as_v4+4TB_PS" + }, + { + "label": "E16as_v5+3TB_PS - Large", + "value": "Standard_E16as_v5+3TB_PS" + }, + { + "label": "E16as_v5+4TB_PS - Large", + "value": "Standard_E16as_v5+4TB_PS" + }, + { + "label": "E16d_v4 - Large", + "value": "Standard_E16d_v4" + }, + { + "label": "E16d_v5 - Large", + "value": "Standard_E16d_v5" + }, + { + "label": "E16s_v4+3TB_PS - Large", + "value": "Standard_E16s_v4+3TB_PS" + }, + { + "label": "E16s_v4+4TB_PS - Large", + "value": "Standard_E16s_v4+4TB_PS" + }, + { + "label": "E16s_v5+3TB_PS - Large", + "value": "Standard_E16s_v5+3TB_PS" + }, + { + "label": "E16s_v5+4TB_PS - Large", + "value": "Standard_E16s_v5+4TB_PS" + }, + { + "label": "E64i_v3 - Extra large", + "value": "Standard_E64i_v3" + }, + { + "label": "E80ids_v4 - Extra large", + "value": "Standard_E80ids_v4" + }, + { + "label": "EC8ads_v5 - Medium", + "value": "Standard_EC8ads_v5" + }, + { + "label": "EC8as_v5+1TB_PS - Medium", + "value": "Standard_EC8as_v5+1TB_PS" + }, + { + "label": "EC8as_v5+2TB_PS - Medium", + "value": "Standard_EC8as_v5+2TB_PS" + }, + { + "label": "EC16ads_v5 - Large", + "value": "Standard_EC16ads_v5" + }, + { + "label": "EC16as_v5+3TB_PS - Large", + "value": "Standard_EC16as_v5+3TB_PS" + }, + { + "label": "EC16as_v5+4TB_PS - Large", + "value": "Standard_EC16as_v5+4TB_PS" + }, + { + "label": "L4s - Small", + "value": "Standard_L4s" + }, + { + "label": "L8as_v3 - Medium", + "value": "Standard_L8as_v3" + }, + { + "label": "L8s - Medium", + "value": "Standard_L8s" + }, + { + "label": "L8s_v2 - Medium", + "value": "Standard_L8s_v2" + }, + { + "label": "L8s_v3 - Medium", + "value": "Standard_L8s_v3" + }, + { + "label": "L16as_v3 - Large", + "value": "Standard_L16as_v3" + }, + { + "label": "L16s - Large", + "value": "Standard_L16s" + }, + { + "label": "L16s_v2 - Large", + "value": "Standard_L16s_v2" + }, + { + "label": "L16s_v3 - Large", + "value": "Standard_L16s_v3" + }, + { + "label": "L32as_v3 - Extra large", + "value": "Standard_L32as_v3" + }, + { + "label": "L32s_v3 - Extra large", + "value": "Standard_L32s_v3" + } + ] + }, + "visible": true + } + ], + "visible": true + }, + { + "name": "spacer", + "type": "Microsoft.Common.TextBlock", + "visible": true, + "options": { + "text": "" + } + }, + { + "name": "monitoredSpendNote", + "type": "Microsoft.Common.TextBlock", + "visible": true, + "options": { + "text": "* Monitored spend refers to how much cost data is stored based on desired retention. For instance, $1 million per month in spend for 13 months is $13 million in monitored spend. The basic deployment with Data Explorer would be $250/mo - $120/mo for a single node cluster plus $10 times 13 for Data Factory and storage costs." + } + } + ] + }, + { + "name": "retention", + "label": "Data retention", + "elements": [ + { + "name": "retentionIntro", + "type": "Microsoft.Common.TextBlock", + "visible": true, + "options": { + "text": "Data retention settings indicate how long to keep data available for reporting or additional processing. Retained data contributes to monitored spend and the total storage costs for the hub instance." + } + }, + { + "name": "storage", + "type": "Microsoft.Common.Section", + "label": "Storage", + "visible": false, + "elements": [ + { + "name": "storageIntro", + "type": "Microsoft.Common.TextBlock", + "visible": true, + "options": { + "text": "Storage retention is not implemented yet. You can set the retention period but files will not be automatically removed." + } + }, + { + "name": "msexportsDays", + "type": "Microsoft.Common.TextBox", + "label": "Export retention (days)", + "defaultValue": "0", + "toolTip": "Indicates how many days Cost Management exports are kept in the msexports container. If 0, exported data will be deleted after ingestion. Manifest files are always retained for troubleshooting. If set to any higher value, exported data will be retained indefinitely. This retention setting has not been implemented yet.", + "constraints": { + "required": false, + "regex": "^[0-9]{1,4}$", + "validationMessage": "Number of days must be between 0 and 9999." + }, + "visible": true + }, + { + "name": "ingestionMonths", + "type": "Microsoft.Common.TextBox", + "label": "Ingestion retention (months)", + "defaultValue": "13", + "toolTip": "Indicates how many months exported data is kept in the ingestion container. This retention setting has not been implemented yet.", + "constraints": { + "required": false, + "regex": "^[0-9]{1,2}$", + "validationMessage": "Number of months must be between 0 and 99." + }, + "visible": true + } + ] + }, + { + "name": "dataExplorer", + "type": "Microsoft.Common.Section", + "label": "Data Explorer (optional)", + "visible": true, + "elements": [ + { + "name": "dataExplorerIntro", + "type": "Microsoft.Common.TextBlock", + "visible": true, + "options": { + "text": "Azure Data Explorer is optional. If a cluster name is not specified on the Basics tab, this setting is ignored." + } + }, + { + "name": "rawDays", + "type": "Microsoft.Common.TextBox", + "label": "Raw data retention (days)", + "defaultValue": "0", + "toolTip": "Indicates how many days ingested data should be retained in 'raw' tables. If 0, ingested data is deleted immediately after ingested into 'final' (normalized) tables.", + "constraints": { + "required": false, + "regex": "^[0-9]{1,4}$", + "validationMessage": "Number of days must be between 0 and 9999." + }, + "visible": true + }, + { + "name": "finalMonths", + "type": "Microsoft.Common.TextBox", + "label": "Normalized data retention (months)", + "defaultValue": "13", + "toolTip": "Indicates how many closed (complete) months data should be retained in 'final' (normalized) tables. If 0, ingested data is deleted on the first of the next month. This retention setting is only enforced when new data is ingested. If data ingestion stops, historical data will be retained indefinitely.", + "constraints": { + "required": false, + "regex": "^[0-9]{1,2}$", + "validationMessage": "Number of months must be between 0 and 99." + }, + "visible": true + } + ] + } + ] + }, + { + "name": "advanced", + "label": "Advanced", + "elements": [ + { + "name": "storage", + "type": "Microsoft.Common.Section", + "label": "Infrastructure encryption", + "elements": [ + { + "name": "infraEncryptionIntro", + "type": "Microsoft.Common.TextBlock", + "visible": true, + "options": { + "text": "Infrastructure encryption can be enabled for the entire storage account. To enable infrastructure encryption for this storage account, you must check this box at the time that you deploy this template. Learn more. To learn about pricing for encryption scopes, see Blob Storage pricing." + } + }, + { + "name": "enableInfrastructureEncryption", + "type": "Microsoft.Common.CheckBox", + "label": "Enable Infrastructure Encryption", + "toolTip": "Infrastructure encryption is recommended for scenarios where doubly encrypting data is necessary for compliance requirements. For most other scenarios, Azure Storage encryption provides a sufficiently powerful encryption algorithm, and there is unlikely to be a benefit to using infrastructure encryption unless for compliance requirements." + } + ], + "visible": true + }, + { + "name": "networking", + "type": "Microsoft.Common.Section", + "label": "Networking", + "elements": [ + { + "name": "infraEncryptionIntro", + "type": "Microsoft.Common.TextBlock", + "visible": true, + "options": { + "text": "For enhanced security, consider blocking external access to your FinOps hub instance to enable secure, private connectivity to your cloud resources by eliminating exposure to the public internet. Private endpoints can incur significant additional cost. Please understand the cost impact before selecting this option." + } + }, + { + "name": "enablePublicAccess", + "type": "Microsoft.Common.DropDown", + "label": "Access", + "toolTip": "Indicate whether FinOps hubs resources should be accessible by the internet or not. If set to private, all resources will be hidden behind a virtual network private endpoint. This will incur additional costs for data crossing virtual network boundaries and for virtual network peering, if configured.", + "defaultValue": "Public", + "multiLine": true, + "constraints": { + "allowedValues": [ + { + "label": "Public", + "description": "Allow external access to storage and Data Explorer.", + "value": true + }, + { + "label": "Private", + "description": "Block all external access. This will incur additional charges.", + "value": false + } + ] + } + }, + { + "name": "virtualNetworkAddressPrefix", + "type": "Microsoft.Common.TextBox", + "label": "Address prefix", + "toolTip": "Address space for the workload. A /26 is required for the workload.", + "defaultValue": "10.20.30.0/26", + "constraints": { + "validations": [ + { + "regex": "^[0-9]{1,3}\\.[0-9]{1,3}\\.[0-9]{1,3}\\.[0-9]{1,3}\\/26$", + "message": "Address prefix must be a valid IPv4 address in the format 'XXX.XXX.XXX.XXX/26'. The '/26' is required." + } + ] + } + } + ], + "visible": true + } + ] + }, + { + "name": "tags", + "label": "Tags", + "elements": [ + { + "name": "tagsByResource", + "label": "Tags", + "toolTip": "Tags to apply to resources.", + "type": "Microsoft.Common.TagsByResource", + "resources": [ + "Microsoft.DataFactory/factories", + "Microsoft.KeyVault/vaults", + "Microsoft.Kusto/clusters", + "Microsoft.ManagedIdentity/userAssignedIdentities", + "Microsoft.Network/privateDnsZones", + "Microsoft.Network/privateDnsZones/virtualNetworkLinks", + "Microsoft.Network/privateEndpoints", + "Microsoft.Resources/deploymentScripts", + "Microsoft.Storage/storageAccounts" + ] + } + ] + } + ], + "outputs": { + "hubName": "[basics('hubName')]", + "location": "[location()]", + "storageSku": "[steps('pricing').storage.storageSku]", + "dataExplorerName": "[basics('dataExplorer').dataExplorerName]", + "enableInfrastructureEncryption": "[steps('advanced').storage.enableInfrastructureEncryption]", + "enablePublicAccess": "[steps('advanced').networking.enablePublicAccess]", + "virtualNetworkAddressPrefix": "[steps('advanced').networking.virtualNetworkAddressPrefix]", + "dataExplorerSku": "[steps('pricing').dataExplorer.dataExplorerSku]", + "exportRetentionInDays": "[steps('retention').storage.msexportsDays]", + "ingestionRetentionInMonths": "[steps('retention').storage.ingestionMonths]", + "dataExplorerRawRetentionInDays": "[steps('retention').dataExplorer.rawDays]", + "dataExplorerFinalRetentionInMonths": "[steps('retention').dataExplorer.finalMonths]", + "tagsByResource": "[steps('tags').tagsByResource]" + } + } +} diff --git a/docs/deploy/finops-hub-latest.json b/docs/deploy/finops-hub-latest.json index 5e767e413..a80c857f4 100644 --- a/docs/deploy/finops-hub-latest.json +++ b/docs/deploy/finops-hub-latest.json @@ -4,8 +4,8 @@ "metadata": { "_generator": { "name": "bicep", - "version": "0.24.24.22086", - "templateHash": "17613145791432772933" + "version": "0.33.93.31351", + "templateHash": "13598346182779466463" } }, "parameters": { @@ -275,12 +275,13 @@ }, "template": { "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "languageVersion": "2.0", "contentVersion": "1.0.0.0", "metadata": { "_generator": { "name": "bicep", - "version": "0.24.24.22086", - "templateHash": "8625046668927457222" + "version": "0.33.93.31351", + "templateHash": "4218126733130950078" } }, "parameters": { @@ -418,6 +419,16 @@ "description": "Optional. Number of nodes to use in the cluster. Allowed values: 1 for the Basic SKU tier and 2-1000 for Standard. Default: 1 for dev/test SKUs, 2 for standard SKUs." } }, + "dataExplorerTrustedExternalTenants": { + "type": "array", + "items": { + "type": "string" + }, + "defaultValue": [], + "metadata": { + "description": "Optional. Array of external tenant IDs that should have access to the cluster. Default: empty (no external access)." + } + }, "tags": { "type": "object", "defaultValue": {}, @@ -434,6 +445,7 @@ }, "scopesToMonitor": { "type": "array", + "defaultValue": [], "metadata": { "description": "Optional. List of scope IDs to monitor and ingest cost for." } @@ -489,7 +501,8 @@ } }, "variables": { - "finOpsToolkitVersion": "0.7", + "$fxv#0": "0.8", + "finOpsToolkitVersion": "0.8", "resourceTags": "[union(parameters('tags'), createObject('cm-resource-parent', format('{0}/providers/Microsoft.Cloud/hubs/{1}', resourceGroup().id, parameters('hubName')), 'ftk-version', variables('finOpsToolkitVersion'), 'ftk-tool', 'FinOps hubs'))]", "uniqueSuffix": "[uniqueString(parameters('hubName'), resourceGroup().id)]", "dataFactoryPrefix": "[format('{0}-engine', replace(parameters('hubName'), '_', '-'))]", @@ -498,8 +511,8 @@ "deployDataExplorer": "[not(empty(parameters('dataExplorerName')))]", "telemetryId": "00f120b5-2007-6120-0000-40b000000000" }, - "resources": [ - { + "resources": { + "defaultTelemetry": { "condition": "[parameters('enableDefaultTelemetry')]", "type": "Microsoft.Resources/deployments", "apiVersion": "2022-09-01", @@ -512,19 +525,19 @@ "metadata": { "_generator": { "name": "FinOps toolkit", - "version": "[variables('finOpsToolkitVersion')]" + "version": "[variables('$fxv#0')]" } }, "resources": [] } } }, - { + "dataFactory": { "type": "Microsoft.DataFactory/factories", "apiVersion": "2018-06-01", "name": "[variables('dataFactoryName')]", "location": "[parameters('location')]", - "tags": "[union(variables('resourceTags'), if(contains(parameters('tagsByResource'), 'Microsoft.DataFactory/factories'), parameters('tagsByResource')['Microsoft.DataFactory/factories'], createObject()))]", + "tags": "[union(variables('resourceTags'), coalesce(tryGet(parameters('tagsByResource'), 'Microsoft.DataFactory/factories'), createObject()))]", "identity": { "type": "SystemAssigned" }, @@ -534,7 +547,8 @@ } } }, - { + "vnet": { + "condition": "[not(parameters('enablePublicAccess'))]", "type": "Microsoft.Resources/deployments", "apiVersion": "2022-09-01", "name": "vnet", @@ -566,8 +580,8 @@ "metadata": { "_generator": { "name": "bicep", - "version": "0.24.24.22086", - "templateHash": "6928837763288466791" + "version": "0.33.93.31351", + "templateHash": "981936302292714375" } }, "parameters": { @@ -664,7 +678,7 @@ "apiVersion": "2023-11-01", "name": "[variables('nsgName')]", "location": "[parameters('location')]", - "tags": "[union(parameters('tags'), if(contains(parameters('tagsByResource'), 'Microsoft.Storage/networkSecurityGroups'), parameters('tagsByResource')['Microsoft.Storage/networkSecurityGroups'], createObject()))]", + "tags": "[union(parameters('tags'), coalesce(tryGet(parameters('tagsByResource'), 'Microsoft.Storage/networkSecurityGroups'), createObject()))]", "properties": { "securityRules": [ { @@ -753,7 +767,7 @@ "apiVersion": "2023-11-01", "name": "[variables('vNetName')]", "location": "[parameters('location')]", - "tags": "[union(parameters('tags'), if(contains(parameters('tagsByResource'), 'Microsoft.Storage/virtualNetworks'), parameters('tagsByResource')['Microsoft.Storage/virtualNetworks'], createObject()))]", + "tags": "[union(parameters('tags'), coalesce(tryGet(parameters('tagsByResource'), 'Microsoft.Storage/virtualNetworks'), createObject()))]", "properties": { "addressSpace": { "addressPrefixes": [ @@ -800,7 +814,7 @@ } } }, - { + "storage": { "type": "Microsoft.Resources/deployments", "apiVersion": "2022-09-01", "name": "storage", @@ -846,15 +860,9 @@ "finalRetentionInMonths": { "value": "[parameters('dataExplorerFinalRetentionInMonths')]" }, - "virtualNetworkId": { - "value": "[reference(resourceId('Microsoft.Resources/deployments', 'vnet'), '2022-09-01').outputs.vNetId.value]" - }, - "privateEndpointSubnetId": { - "value": "[reference(resourceId('Microsoft.Resources/deployments', 'vnet'), '2022-09-01').outputs.finopsHubSubnetId.value]" - }, - "scriptSubnetId": { - "value": "[reference(resourceId('Microsoft.Resources/deployments', 'vnet'), '2022-09-01').outputs.scriptSubnetId.value]" - }, + "virtualNetworkId": "[if(parameters('enablePublicAccess'), createObject('value', ''), createObject('value', reference('vnet').outputs.vNetId.value))]", + "privateEndpointSubnetId": "[if(parameters('enablePublicAccess'), createObject('value', ''), createObject('value', reference('vnet').outputs.finopsHubSubnetId.value))]", + "scriptSubnetId": "[if(parameters('enablePublicAccess'), createObject('value', ''), createObject('value', reference('vnet').outputs.scriptSubnetId.value))]", "enablePublicAccess": { "value": "[parameters('enablePublicAccess')]" } @@ -865,8 +873,8 @@ "metadata": { "_generator": { "name": "bicep", - "version": "0.24.24.22086", - "templateHash": "11825572491650981768" + "version": "0.33.93.31351", + "templateHash": "5620729023118426614" } }, "parameters": { @@ -983,7 +991,7 @@ "variables": { "$fxv#0": "{\r\n \"additionalColumns\": [],\r\n \"translator\": {\r\n \"type\": \"TabularTranslator\",\r\n \"mappings\": [\r\n {\r\n \"source\": { \"name\": \"BilledCost\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"BilledCost\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"BillingAccountId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"BillingAccountId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"BillingAccountName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"BillingAccountName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"BillingAccountType\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"BillingAccountType\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"BillingCurrency\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"BillingCurrency\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"BillingPeriodEnd\", \"type\": \"DateTimeOffset\" },\r\n \"sink\": { \"name\": \"BillingPeriodEnd\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"BillingPeriodStart\", \"type\": \"DateTimeOffset\" },\r\n \"sink\": { \"name\": \"BillingPeriodStart\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ChargeCategory\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ChargeCategory\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ChargeClass\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ChargeClass\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ChargeDescription\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ChargeDescription\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ChargeFrequency\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ChargeFrequency\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ChargePeriodEnd\", \"type\": \"DateTimeOffset\" },\r\n \"sink\": { \"name\": \"ChargePeriodEnd\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ChargePeriodStart\", \"type\": \"DateTimeOffset\" },\r\n \"sink\": { \"name\": \"ChargePeriodStart\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"CommitmentDiscountCategory\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"CommitmentDiscountCategory\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"CommitmentDiscountId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"CommitmentDiscountId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"CommitmentDiscountName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"CommitmentDiscountName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"CommitmentDiscountStatus\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"CommitmentDiscountStatus\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"CommitmentDiscountType\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"CommitmentDiscountType\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ConsumedQuantity\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"ConsumedQuantity\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ConsumedUnit\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ConsumedUnit\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ContractedCost\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"ContractedCost\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ContractedUnitPrice\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"ContractedUnitPrice\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"EffectiveCost\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"EffectiveCost\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"InvoiceIssuerName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"InvoiceIssuerName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ListCost\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"ListCost\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ListUnitPrice\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"ListUnitPrice\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"PricingCategory\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"PricingCategory\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"PricingQuantity\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"PricingQuantity\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"PricingUnit\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"PricingUnit\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ProviderName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ProviderName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"PublisherName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"PublisherName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"RegionId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"RegionId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"RegionName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"RegionName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ResourceId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ResourceId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ResourceName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ResourceName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ResourceType\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ResourceType\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ServiceCategory\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ServiceCategory\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ServiceName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ServiceName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"SkuId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"SkuId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"SkuPriceId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"SkuPriceId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"SubAccountId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"SubAccountId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"SubAccountName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"SubAccountName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"SubAccountType\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"SubAccountType\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"Tags\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"Tags\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_AccountId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_AccountId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_AccountName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_AccountName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_AccountOwnerId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_AccountOwnerId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_BilledCostInUsd\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"x_BilledCostInUsd\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_BilledUnitPrice\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"x_BilledUnitPrice\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_BillingAccountId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_BillingAccountId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_BillingAccountName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_BillingAccountName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_BillingExchangeRate\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"x_BillingExchangeRate\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_BillingExchangeRateDate\", \"type\": \"DateTimeOffset\" },\r\n \"sink\": { \"name\": \"x_BillingExchangeRateDate\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_BillingProfileId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_BillingProfileId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_BillingProfileName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_BillingProfileName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_ContractedCostInUsd\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"x_ContractedCostInUsd\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_CostAllocationRuleName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_CostAllocationRuleName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_CostCenter\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_CostCenter\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_CustomerId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_CustomerId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_CustomerName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_CustomerName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_EffectiveCostInUsd\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"x_EffectiveCostInUsd\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_EffectiveUnitPrice\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"x_EffectiveUnitPrice\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_InvoiceId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_InvoiceId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_InvoiceIssuerId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_InvoiceIssuerId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_InvoiceSectionId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_InvoiceSectionId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_InvoiceSectionName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_InvoiceSectionName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_ListCostInUsd\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"x_ListCostInUsd\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_PartnerCreditApplied\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_PartnerCreditApplied\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_PartnerCreditRate\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_PartnerCreditRate\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_PricingBlockSize\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"x_PricingBlockSize\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_PricingCurrency\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_PricingCurrency\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_PricingSubcategory\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_PricingSubcategory\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_PricingUnitDescription\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_PricingUnitDescription\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_PublisherCategory\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_PublisherCategory\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_PublisherId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_PublisherId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_ResellerId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_ResellerId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_ResellerName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_ResellerName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_ResourceGroupName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_ResourceGroupName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_ResourceType\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_ResourceType\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_ServicePeriodEnd\", \"type\": \"DateTimeOffset\" },\r\n \"sink\": { \"name\": \"x_ServicePeriodEnd\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_ServicePeriodStart\", \"type\": \"DateTimeOffset\" },\r\n \"sink\": { \"name\": \"x_ServicePeriodStart\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuDescription\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuDescription\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuDetails\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuDetails\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuIsCreditEligible\", \"type\": \"Boolean\" },\r\n \"sink\": { \"name\": \"x_SkuIsCreditEligible\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuMeterCategory\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuMeterCategory\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuMeterId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuMeterId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuMeterName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuMeterName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuMeterSubcategory\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuMeterSubcategory\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuOfferId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuOfferId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuOrderId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuOrderId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuOrderName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuOrderName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuPartNumber\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuPartNumber\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuRegion\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuRegion\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuServiceFamily\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuServiceFamily\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuTerm\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuTerm\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuTier\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuTier\" }\r\n }\r\n ]\r\n }\r\n}\r\n", "$fxv#1": "{\r\n \"additionalColumns\": [],\r\n \"translator\": {\r\n \"type\": \"TabularTranslator\",\r\n \"mappings\": [\r\n {\r\n \"source\": { \"name\": \"BilledCost\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"BilledCost\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"BillingAccountId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"BillingAccountId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"BillingAccountName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"BillingAccountName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"BillingAccountType\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"BillingAccountType\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"BillingCurrency\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"BillingCurrency\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"BillingPeriodEnd\", \"type\": \"DateTimeOffset\" },\r\n \"sink\": { \"name\": \"BillingPeriodEnd\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"BillingPeriodStart\", \"type\": \"DateTimeOffset\" },\r\n \"sink\": { \"name\": \"BillingPeriodStart\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ChargeCategory\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ChargeCategory\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ChargeClass\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ChargeClass\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ChargeDescription\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ChargeDescription\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ChargeFrequency\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ChargeFrequency\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ChargePeriodEnd\", \"type\": \"DateTimeOffset\" },\r\n \"sink\": { \"name\": \"ChargePeriodEnd\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ChargePeriodStart\", \"type\": \"DateTimeOffset\" },\r\n \"sink\": { \"name\": \"ChargePeriodStart\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"CommitmentDiscountCategory\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"CommitmentDiscountCategory\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"CommitmentDiscountId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"CommitmentDiscountId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"CommitmentDiscountName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"CommitmentDiscountName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"CommitmentDiscountStatus\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"CommitmentDiscountStatus\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"CommitmentDiscountType\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"CommitmentDiscountType\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ConsumedQuantity\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"ConsumedQuantity\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ConsumedUnit\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ConsumedUnit\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ContractedCost\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"ContractedCost\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ContractedUnitPrice\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"ContractedUnitPrice\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"EffectiveCost\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"EffectiveCost\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"InvoiceIssuerName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"InvoiceIssuerName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ListCost\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"ListCost\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ListUnitPrice\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"ListUnitPrice\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"PricingCategory\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"PricingCategory\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"PricingQuantity\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"PricingQuantity\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"PricingUnit\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"PricingUnit\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ProviderName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ProviderName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"PublisherName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"PublisherName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"RegionId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"RegionId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"RegionName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"RegionName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ResourceId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ResourceId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ResourceName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ResourceName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ResourceType\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ResourceType\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ServiceCategory\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ServiceCategory\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ServiceName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ServiceName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"SkuId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"SkuId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"SkuPriceId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"SkuPriceId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"SubAccountId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"SubAccountId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"SubAccountName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"SubAccountName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"SubAccountType\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"SubAccountType\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"Tags\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"Tags\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_AccountId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_AccountId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_AccountName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_AccountName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_AccountOwnerId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_AccountOwnerId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_BilledCostInUsd\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"x_BilledCostInUsd\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_BilledUnitPrice\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"x_BilledUnitPrice\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_BillingAccountId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_BillingAccountId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_BillingAccountName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_BillingAccountName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_BillingExchangeRate\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"x_BillingExchangeRate\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_BillingExchangeRateDate\", \"type\": \"DateTimeOffset\" },\r\n \"sink\": { \"name\": \"x_BillingExchangeRateDate\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_BillingProfileId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_BillingProfileId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_BillingProfileName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_BillingProfileName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_ContractedCostInUsd\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"x_ContractedCostInUsd\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_CostAllocationRuleName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_CostAllocationRuleName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_CostCenter\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_CostCenter\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_CustomerId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_CustomerId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_CustomerName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_CustomerName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_EffectiveCostInUsd\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"x_EffectiveCostInUsd\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_EffectiveUnitPrice\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"x_EffectiveUnitPrice\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_InvoiceId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_InvoiceId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_InvoiceIssuerId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_InvoiceIssuerId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_InvoiceSectionId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_InvoiceSectionId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_InvoiceSectionName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_InvoiceSectionName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_ListCostInUsd\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"x_ListCostInUsd\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_PartnerCreditApplied\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_PartnerCreditApplied\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_PartnerCreditRate\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_PartnerCreditRate\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_PricingBlockSize\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"x_PricingBlockSize\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_PricingCurrency\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_PricingCurrency\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_PricingSubcategory\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_PricingSubcategory\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_PricingUnitDescription\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_PricingUnitDescription\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_PublisherCategory\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_PublisherCategory\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_PublisherId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_PublisherId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_ResellerId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_ResellerId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_ResellerName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_ResellerName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_ResourceGroupName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_ResourceGroupName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_ResourceType\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_ResourceType\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_ServicePeriodEnd\", \"type\": \"DateTimeOffset\" },\r\n \"sink\": { \"name\": \"x_ServicePeriodEnd\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_ServicePeriodStart\", \"type\": \"DateTimeOffset\" },\r\n \"sink\": { \"name\": \"x_ServicePeriodStart\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuDescription\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuDescription\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuDetails\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuDetails\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuIsCreditEligible\", \"type\": \"Boolean\" },\r\n \"sink\": { \"name\": \"x_SkuIsCreditEligible\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuMeterCategory\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuMeterCategory\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuMeterId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuMeterId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuMeterName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuMeterName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuMeterSubcategory\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuMeterSubcategory\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuOfferId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuOfferId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuOrderId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuOrderId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuOrderName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuOrderName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuPartNumber\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuPartNumber\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuRegion\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuRegion\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuServiceFamily\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuServiceFamily\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuTerm\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuTerm\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuTier\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuTier\" }\r\n }\r\n ]\r\n }\r\n}\r\n", - "$fxv#10": "0.7", + "$fxv#10": "0.8", "$fxv#11": "# Copyright (c) Microsoft Corporation.\r\n# Licensed under the MIT License.\r\n\r\nWrite-Output \"Updating settings.json file...\"\r\nWrite-Output \" Storage account: $env:storageAccountName\"\r\nWrite-Output \" Container: $env:containerName\"\r\n\r\n$validateScopes = { $_.Length -gt 45 }\r\n\r\n# Initialize variables\r\n$fileName = 'settings.json'\r\n$filePath = Join-Path -Path . -ChildPath $fileName\r\n$newScopes = $env:scopes.Split('|') | Where-Object $validateScopes | ForEach-Object { @{ scope = $_ } }\r\n\r\n# Get storage context\r\n$storageContext = @{\r\n Context = New-AzStorageContext -StorageAccountName $env:storageAccountName -UseConnectedAccount\r\n Container = $env:containerName\r\n}\r\n\r\n# Download existing settings, if they exist\r\n$blob = Get-AzStorageBlobContent @storageContext -Blob $fileName -Destination $filePath -Force\r\nif ($blob)\r\n{\r\n $text = Get-Content $filePath -Raw\r\n Write-Output \"---------\"\r\n Write-Output $text\r\n Write-Output \"---------\"\r\n $json = $text | ConvertFrom-Json\r\n Write-Output \"Existing settings.json file found. Updating...\"\r\n # Rename exportScopes to scopes + convert to object array\r\n if ($json.exportScopes)\r\n {\r\n Write-Output \" Updating exportScopes...\"\r\n if ($json.exportScopes[0] -is [string])\r\n {\r\n Write-Output \" Converting string array to object array...\"\r\n $json.exportScopes = $json.exportScopes | Where-Object $validateScopes | ForEach-Object { @{ scope = $_ } }\r\n if (-not ($json.exportScopes -is [array]))\r\n {\r\n Write-Output \" Converting single object to object array...\"\r\n $json.exportScopes = @($json.exportScopes)\r\n }\r\n }\r\n\r\n Write-Output \" Renaming to 'scopes'...\"\r\n $json | Add-Member -MemberType NoteProperty -Name scopes -Value $json.exportScopes\r\n $json.PSObject.Properties.Remove('exportScopes')\r\n }\r\n}\r\n\r\n# Set default if not found\r\nif (!$json)\r\n{\r\n Write-Output \"No existing settings.json file found. Creating new file...\"\r\n $json = [ordered]@{\r\n '$schema' = 'https://aka.ms/finops/hubs/settings-schema'\r\n type = 'HubInstance'\r\n version = ''\r\n learnMore = 'https://aka.ms/finops/hubs'\r\n scopes = @()\r\n retention = @{\r\n 'msexports' = @{\r\n days = 0\r\n }\r\n 'ingestion' = @{\r\n months = 13\r\n }\r\n 'raw' = @{\r\n days = 0\r\n }\r\n 'final' = @{\r\n months = 13\r\n }\r\n }\r\n }\r\n\r\n $text = $json | ConvertTo-Json\r\n Write-Output \"---------\"\r\n Write-Output $text\r\n Write-Output \"---------\"\r\n}\r\n\r\n# Set values from inputs\r\n$json.scopes = $env:scopes.Split('|') | ForEach-Object { @{ 'scope' = $_ } }\r\nif (!($json.retention))\r\n{\r\n # In case the retention object is not present in the settings.json file (versions before 0.4), add it with default values\r\n $retention = @\"\r\n {\r\n \"msexports\": {\r\n \"days\": 0\r\n },\r\n \"ingestion\": {\r\n \"months\": 13\r\n },\r\n \"raw\": {\r\n \"days\": 0\r\n },\r\n \"final\": {\r\n \"months\": 13\r\n }\r\n }\r\n\"@\r\n $json | Add-Member -Name retention -Value (ConvertFrom-Json $retention) -MemberType NoteProperty\r\n}\r\n\r\n# Set or update msexports retention\r\nif (!($json.retention.msexports))\r\n{\r\n $json.retention | Add-Member -Name msexports -Value (ConvertFrom-Json \"{\"\"days\"\":$($env:msexportRetentionInDays)}\") -MemberType NoteProperty\r\n}\r\nelse\r\n{\r\n $json.retention.msexports.days = [Int32]::Parse($env:msexportRetentionInDays)\r\n}\r\n\r\n# Set or update ingestion retention\r\nif (!($json.retention.ingestion))\r\n{\r\n $json.retention | Add-Member -Name ingestion -Value (ConvertFrom-Json \"{\"\"months\"\":$($env:ingestionRetentionInMonths)}\") -MemberType NoteProperty\r\n}\r\nelse\r\n{\r\n $json.retention.ingestion.months = [Int32]::Parse($env:ingestionRetentionInMonths)\r\n}\r\n\r\n# Set or update raw retention\r\nif (!($json.retention.raw))\r\n{\r\n $json.retention | Add-Member -Name raw -Value (ConvertFrom-Json \"{\"\"days\"\":$($env:rawRetentionInDays)}\") -MemberType NoteProperty\r\n}\r\nelse\r\n{\r\n $json.retention.raw.days = [Int32]::Parse($env:rawRetentionInDays)\r\n}\r\n\r\n# Set or update final retention\r\nif (!($json.retention.final))\r\n{\r\n $json.retention | Add-Member -Name final -Value (ConvertFrom-Json \"{\"\"months\"\":$($env:finalRetentionInMonths)}\") -MemberType NoteProperty\r\n}\r\nelse\r\n{\r\n $json.retention.final.months = [Int32]::Parse($env:finalRetentionInMonths)\r\n}\r\n\r\n# Updating settings\r\nWrite-Output \"Updating version to $env:ftkVersion...\"\r\n$json.version = $env:ftkVersion\r\nif ($newScopes)\r\n{\r\n Write-Output \"Merging $($newScopes.Count) scopes...\"\r\n $json.scopes = Compare-Object -ReferenceObject $json.scopes -DifferenceObject $newScopes -Property scope -PassThru -IncludeEqual\r\n\r\n # Remove the SideIndicator property from the Compare-Object output\r\n $json.scopes | ForEach-Object { $_.PSObject.Properties.Remove('SideIndicator') } | ConvertTo-Json\r\n\r\n if (-not ($json.scopes -is [array]))\r\n {\r\n $json.scopes = @($json.scopes)\r\n }\r\n Write-Output \"$($json.scopes.Count) scopes found.\"\r\n}\r\n$text = $json | ConvertTo-Json\r\nWrite-Output \"---------\"\r\nWrite-Output $text\r\nWrite-Output \"---------\"\r\n$text | Out-File $filePath\r\n\r\n# Upload new/updated settings\r\nWrite-Output \"Uploading settings.json file...\"\r\nSet-AzStorageBlobContent @storageContext -File $filePath -Force | Out-Null\r\n\r\n# Save focusSchemaFile file to storage\r\n$schemaFiles = $env:schemaFiles | ConvertFrom-Json -Depth 10\r\nWrite-Output \"Uploading ${$schemaFiles.PSObject.Properties.Count} schema files...\"\r\n$schemaFiles.PSObject.Properties | ForEach-Object {\r\n $fileName = \"$($_.Name).json\"\r\n $tempPath = \"./$fileName\"\r\n Write-Output \" Uploading $($_.Name).json...\"\r\n $_.Value | Out-File $tempPath\r\n Set-AzStorageBlobContent @storageContext -File $tempPath -Blob \"schemas/$fileName\" -Force | Out-Null\r\n}\r\n", "$fxv#2": "{\r\n \"additionalColumns\": [],\r\n \"translator\": {\r\n \"type\": \"TabularTranslator\",\r\n \"mappings\": [\r\n {\r\n \"source\": { \"name\": \"AvailabilityZone\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"AvailabilityZone\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"BilledCost\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"BilledCost\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"BillingAccountId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"BillingAccountId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"BillingAccountName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"BillingAccountName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"BillingAccountType\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"BillingAccountType\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"BillingCurrency\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"BillingCurrency\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"BillingPeriodEnd\", \"type\": \"DateTimeOffset\" },\r\n \"sink\": { \"name\": \"BillingPeriodEnd\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"BillingPeriodStart\", \"type\": \"DateTimeOffset\" },\r\n \"sink\": { \"name\": \"BillingPeriodStart\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ChargeCategory\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ChargeCategory\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ChargeDescription\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ChargeDescription\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ChargeFrequency\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ChargeFrequency\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ChargePeriodEnd\", \"type\": \"DateTimeOffset\" },\r\n \"sink\": { \"name\": \"ChargePeriodEnd\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ChargePeriodStart\", \"type\": \"DateTimeOffset\" },\r\n \"sink\": { \"name\": \"ChargePeriodStart\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ChargeSubcategory\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ChargeSubcategory\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"CommitmentDiscountCategory\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"CommitmentDiscountCategory\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"CommitmentDiscountId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"CommitmentDiscountId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"CommitmentDiscountName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"CommitmentDiscountName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"CommitmentDiscountType\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"CommitmentDiscountType\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"EffectiveCost\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"EffectiveCost\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"InvoiceIssuerName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"InvoiceIssuerName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ListCost\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"ListCost\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ListUnitPrice\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"ListUnitPrice\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"PricingCategory\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"PricingCategory\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"PricingQuantity\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"PricingQuantity\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"PricingUnit\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"PricingUnit\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ProviderName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ProviderName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"PublisherName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"PublisherName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"Region\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"Region\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ResourceId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ResourceId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ResourceName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ResourceName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ResourceType\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ResourceType\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ServiceCategory\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ServiceCategory\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ServiceName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ServiceName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"SkuId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"SkuId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"SkuPriceId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"SkuPriceId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"SubAccountId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"SubAccountId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"SubAccountName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"SubAccountName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"SubAccountType\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"SubAccountType\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"Tags\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"Tags\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"UsageQuantity\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"UsageQuantity\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"UsageUnit\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"UsageUnit\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_AccountName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_AccountName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_AccountOwnerId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_AccountOwnerId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_BilledCostInUsd\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"x_BilledCostInUsd\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_BilledUnitPrice\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"x_BilledUnitPrice\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_BillingAccountId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_BillingAccountId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_BillingAccountName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_BillingAccountName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_BillingExchangeRate\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"x_BillingExchangeRate\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_BillingExchangeRateDate\", \"type\": \"DateTimeOffset\" },\r\n \"sink\": { \"name\": \"x_BillingExchangeRateDate\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_BillingProfileId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_BillingProfileId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_BillingProfileName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_BillingProfileName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_ChargeId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_ChargeId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_CostAllocationRuleName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_CostAllocationRuleName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_CostCenter\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_CostCenter\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_CustomerId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_CustomerId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_CustomerName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_CustomerName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_EffectiveCostInUsd\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"x_EffectiveCostInUsd\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_EffectiveUnitPrice\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"x_EffectiveUnitPrice\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_InvoiceId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_InvoiceId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_InvoiceIssuerId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_InvoiceIssuerId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_InvoiceSectionId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_InvoiceSectionId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_InvoiceSectionName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_InvoiceSectionName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_OnDemandCost\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"x_OnDemandCost\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_OnDemandCostInUsd\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"x_OnDemandCostInUsd\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_OnDemandUnitPrice\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"x_OnDemandUnitPrice\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_PartnerCreditApplied\", \"type\": \"Boolean\" },\r\n \"sink\": { \"name\": \"x_PartnerCreditApplied\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_PartnerCreditRate\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"x_PartnerCreditRate\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_PricingBlockSize\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"x_PricingBlockSize\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_PricingCurrency\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_PricingCurrency\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_PricingSubcategory\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_PricingSubcategory\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_PricingUnitDescription\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_PricingUnitDescription\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_PublisherCategory\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_PublisherCategory\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_PublisherId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_PublisherId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_ResellerId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_ResellerId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_ResellerName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_ResellerName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_ResourceGroupName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_ResourceGroupName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_ResourceType\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_ResourceType\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_ServicePeriodEnd\", \"type\": \"DateTimeOffset\" },\r\n \"sink\": { \"name\": \"x_ServicePeriodEnd\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_ServicePeriodStart\", \"type\": \"DateTimeOffset\" },\r\n \"sink\": { \"name\": \"x_ServicePeriodStart\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuDescription\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuDescription\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuDetails\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuDetails\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuIsCreditEligible\", \"type\": \"Boolean\" },\r\n \"sink\": { \"name\": \"x_SkuIsCreditEligible\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuMeterCategory\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuMeterCategory\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuMeterId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuMeterId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuMeterName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuMeterName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuMeterSubcategory\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuMeterSubcategory\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuOfferId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuOfferId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuOrderId\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuOrderId\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuOrderName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuOrderName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuPartNumber\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuPartNumber\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuRegion\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuRegion\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuServiceFamily\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuServiceFamily\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuTerm\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuTerm\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"x_SkuTier\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"x_SkuTier\" }\r\n }\r\n ]\r\n }\r\n}\r\n", "$fxv#3": "{\r\n \"additionalColumns\": [],\r\n \"translator\": {\r\n \"type\": \"TabularTranslator\",\r\n \"mappings\": [\r\n {\r\n \"source\": { \"name\": \"EnrollmentNumber\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"EnrollmentNumber\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"MeterID\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"MeterID\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"MeterName\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"MeterName\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"MeterType\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"MeterType\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"MeterCategory\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"MeterCategory\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"MeterSubCategory\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"MeterSubCategory\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ServiceFamily\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ServiceFamily\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"Product\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"Product\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"SkuID\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"SkuID\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"ProductID\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"ProductID\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"MeterRegion\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"MeterRegion\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"UnitOfMeasure\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"UnitOfMeasure\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"PartNumber\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"PartNumber\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"EffectiveStartDate\", \"type\": \"DateTimeOffset\" },\r\n \"sink\": { \"name\": \"EffectiveStartDate\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"EffectiveEndDate\", \"type\": \"DateTimeOffset\" },\r\n \"sink\": { \"name\": \"EffectiveEndDate\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"UnitPrice\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"UnitPrice\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"BasePrice\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"BasePrice\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"MarketPrice\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"MarketPrice\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"CurrencyCode\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"CurrencyCode\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"IncludedQuantity\", \"type\": \"Decimal\" },\r\n \"sink\": { \"name\": \"IncludedQuantity\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"OfferID\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"OfferID\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"Term\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"Term\" }\r\n },\r\n {\r\n \"source\": { \"name\": \"PriceType\", \"type\": \"String\" },\r\n \"sink\": { \"name\": \"PriceType\" }\r\n }\r\n ]\r\n }\r\n}\r\n", @@ -1025,10 +1033,11 @@ "name": "[parameters('sku')]" }, "kind": "BlockBlobStorage", - "tags": "[union(parameters('tags'), if(contains(parameters('tagsByResource'), 'Microsoft.Storage/storageAccounts'), parameters('tagsByResource')['Microsoft.Storage/storageAccounts'], createObject()))]", + "tags": "[union(parameters('tags'), coalesce(tryGet(parameters('tagsByResource'), 'Microsoft.Storage/storageAccounts'), createObject()))]", "properties": "[union(if(not(parameters('enableInfrastructureEncryption')), createObject(), createObject('encryption', createObject('keySource', 'Microsoft.Storage', 'requireInfrastructureEncryption', parameters('enableInfrastructureEncryption')))), createObject('supportsHttpsTrafficOnly', true(), 'allowSharedKeyAccess', true(), 'isHnsEnabled', true(), 'minimumTlsVersion', 'TLS1_2', 'allowBlobPublicAccess', false(), 'publicNetworkAccess', 'Enabled', 'networkAcls', createObject('bypass', 'AzureServices', 'defaultAction', if(parameters('enablePublicAccess'), 'Allow', 'Deny'))))]" }, { + "condition": "[not(parameters('enablePublicAccess'))]", "type": "Microsoft.Storage/storageAccounts", "apiVersion": "2022-09-01", "name": "[variables('scriptStorageAccountName')]", @@ -1037,7 +1046,7 @@ "name": "Standard_LRS" }, "kind": "StorageV2", - "tags": "[union(parameters('tags'), if(contains(parameters('tagsByResource'), 'Microsoft.Storage/storageAccounts'), parameters('tagsByResource')['Microsoft.Storage/storageAccounts'], createObject()))]", + "tags": "[union(parameters('tags'), coalesce(tryGet(parameters('tagsByResource'), 'Microsoft.Storage/storageAccounts'), createObject()))]", "properties": { "supportsHttpsTrafficOnly": true, "allowSharedKeyAccess": true, @@ -1058,43 +1067,48 @@ } }, { + "condition": "[not(parameters('enablePublicAccess'))]", "type": "Microsoft.Network/privateDnsZones", "apiVersion": "2024-06-01", "name": "[format('privatelink.blob.{0}', environment().suffixes.storage)]", "location": "global", - "tags": "[union(parameters('tags'), if(contains(parameters('tagsByResource'), 'Microsoft.Storage/privateDnsZones'), parameters('tagsByResource')['Microsoft.Storage/privateDnsZones'], createObject()))]", + "tags": "[union(parameters('tags'), coalesce(tryGet(parameters('tagsByResource'), 'Microsoft.Storage/privateDnsZones'), createObject()))]", "properties": {} }, { + "condition": "[not(parameters('enablePublicAccess'))]", "type": "Microsoft.Network/privateDnsZones", "apiVersion": "2024-06-01", "name": "[format('privatelink.dfs.{0}', environment().suffixes.storage)]", "location": "global", - "tags": "[union(parameters('tags'), if(contains(parameters('tagsByResource'), 'Microsoft.Storage/privateDnsZones'), parameters('tagsByResource')['Microsoft.Storage/privateDnsZones'], createObject()))]", + "tags": "[union(parameters('tags'), coalesce(tryGet(parameters('tagsByResource'), 'Microsoft.Storage/privateDnsZones'), createObject()))]", "properties": {} }, { + "condition": "[not(parameters('enablePublicAccess'))]", "type": "Microsoft.Network/privateDnsZones", "apiVersion": "2024-06-01", "name": "[format('privatelink.queue.{0}', environment().suffixes.storage)]", "location": "global", - "tags": "[union(parameters('tags'), if(contains(parameters('tagsByResource'), 'Microsoft.Storage/privateDnsZones'), parameters('tagsByResource')['Microsoft.Storage/privateDnsZones'], createObject()))]", + "tags": "[union(parameters('tags'), coalesce(tryGet(parameters('tagsByResource'), 'Microsoft.Storage/privateDnsZones'), createObject()))]", "properties": {} }, { + "condition": "[not(parameters('enablePublicAccess'))]", "type": "Microsoft.Network/privateDnsZones", "apiVersion": "2024-06-01", "name": "[format('privatelink.table.{0}', environment().suffixes.storage)]", "location": "global", - "tags": "[union(parameters('tags'), if(contains(parameters('tagsByResource'), 'Microsoft.Storage/privateDnsZones'), parameters('tagsByResource')['Microsoft.Storage/privateDnsZones'], createObject()))]", + "tags": "[union(parameters('tags'), coalesce(tryGet(parameters('tagsByResource'), 'Microsoft.Storage/privateDnsZones'), createObject()))]", "properties": {} }, { + "condition": "[not(parameters('enablePublicAccess'))]", "type": "Microsoft.Network/privateDnsZones/virtualNetworkLinks", "apiVersion": "2024-06-01", "name": "[format('{0}/{1}', format('privatelink.blob.{0}', environment().suffixes.storage), format('{0}-link', replace(format('privatelink.blob.{0}', environment().suffixes.storage), '.', '-')))]", "location": "global", - "tags": "[union(parameters('tags'), if(contains(parameters('tagsByResource'), 'Microsoft.Network/privateDnsZones/virtualNetworkLinks'), parameters('tagsByResource')['Microsoft.Network/privateDnsZones/virtualNetworkLinks'], createObject()))]", + "tags": "[union(parameters('tags'), coalesce(tryGet(parameters('tagsByResource'), 'Microsoft.Network/privateDnsZones/virtualNetworkLinks'), createObject()))]", "properties": { "registrationEnabled": false, "virtualNetwork": { @@ -1106,11 +1120,12 @@ ] }, { + "condition": "[not(parameters('enablePublicAccess'))]", "type": "Microsoft.Network/privateDnsZones/virtualNetworkLinks", "apiVersion": "2024-06-01", "name": "[format('{0}/{1}', format('privatelink.dfs.{0}', environment().suffixes.storage), format('{0}-link', replace(format('privatelink.dfs.{0}', environment().suffixes.storage), '.', '-')))]", "location": "global", - "tags": "[union(parameters('tags'), if(contains(parameters('tagsByResource'), 'Microsoft.Network/privateDnsZones/virtualNetworkLinks'), parameters('tagsByResource')['Microsoft.Network/privateDnsZones/virtualNetworkLinks'], createObject()))]", + "tags": "[union(parameters('tags'), coalesce(tryGet(parameters('tagsByResource'), 'Microsoft.Network/privateDnsZones/virtualNetworkLinks'), createObject()))]", "properties": { "registrationEnabled": false, "virtualNetwork": { @@ -1122,11 +1137,12 @@ ] }, { + "condition": "[not(parameters('enablePublicAccess'))]", "type": "Microsoft.Network/privateDnsZones/virtualNetworkLinks", "apiVersion": "2024-06-01", "name": "[format('{0}/{1}', format('privatelink.queue.{0}', environment().suffixes.storage), format('{0}-link', replace(format('privatelink.queue.{0}', environment().suffixes.storage), '.', '-')))]", "location": "global", - "tags": "[union(parameters('tags'), if(contains(parameters('tagsByResource'), 'Microsoft.Network/privateDnsZones/virtualNetworkLinks'), parameters('tagsByResource')['Microsoft.Network/privateDnsZones/virtualNetworkLinks'], createObject()))]", + "tags": "[union(parameters('tags'), coalesce(tryGet(parameters('tagsByResource'), 'Microsoft.Network/privateDnsZones/virtualNetworkLinks'), createObject()))]", "properties": { "registrationEnabled": false, "virtualNetwork": { @@ -1138,11 +1154,12 @@ ] }, { + "condition": "[not(parameters('enablePublicAccess'))]", "type": "Microsoft.Network/privateDnsZones/virtualNetworkLinks", "apiVersion": "2024-06-01", "name": "[format('{0}/{1}', format('privatelink.table.{0}', environment().suffixes.storage), format('{0}-link', replace(format('privatelink.table.{0}', environment().suffixes.storage), '.', '-')))]", "location": "global", - "tags": "[union(parameters('tags'), if(contains(parameters('tagsByResource'), 'Microsoft.Network/privateDnsZones/virtualNetworkLinks'), parameters('tagsByResource')['Microsoft.Network/privateDnsZones/virtualNetworkLinks'], createObject()))]", + "tags": "[union(parameters('tags'), coalesce(tryGet(parameters('tagsByResource'), 'Microsoft.Network/privateDnsZones/virtualNetworkLinks'), createObject()))]", "properties": { "registrationEnabled": false, "virtualNetwork": { @@ -1154,11 +1171,12 @@ ] }, { + "condition": "[not(parameters('enablePublicAccess'))]", "type": "Microsoft.Network/privateEndpoints", "apiVersion": "2023-11-01", "name": "[format('{0}-blob-ep', variables('storageAccountName'))]", "location": "[parameters('location')]", - "tags": "[union(parameters('tags'), if(contains(parameters('tagsByResource'), 'Microsoft.Network/privateEndpoints'), parameters('tagsByResource')['Microsoft.Network/privateEndpoints'], createObject()))]", + "tags": "[union(parameters('tags'), coalesce(tryGet(parameters('tagsByResource'), 'Microsoft.Network/privateEndpoints'), createObject()))]", "properties": { "subnet": { "id": "[parameters('privateEndpointSubnetId')]" @@ -1180,11 +1198,12 @@ ] }, { + "condition": "[not(parameters('enablePublicAccess'))]", "type": "Microsoft.Network/privateEndpoints", "apiVersion": "2023-11-01", "name": "[format('{0}-blob-ep', variables('scriptStorageAccountName'))]", "location": "[parameters('location')]", - "tags": "[union(parameters('tags'), if(contains(parameters('tagsByResource'), 'Microsoft.Network/privateEndpoints'), parameters('tagsByResource')['Microsoft.Network/privateEndpoints'], createObject()))]", + "tags": "[union(parameters('tags'), coalesce(tryGet(parameters('tagsByResource'), 'Microsoft.Network/privateEndpoints'), createObject()))]", "properties": { "subnet": { "id": "[parameters('privateEndpointSubnetId')]" @@ -1206,11 +1225,12 @@ ] }, { + "condition": "[not(parameters('enablePublicAccess'))]", "type": "Microsoft.Network/privateEndpoints", "apiVersion": "2023-11-01", "name": "[format('{0}-dfs-ep', variables('storageAccountName'))]", "location": "[parameters('location')]", - "tags": "[union(parameters('tags'), if(contains(parameters('tagsByResource'), 'Microsoft.Network/privateEndpoints'), parameters('tagsByResource')['Microsoft.Network/privateEndpoints'], createObject()))]", + "tags": "[union(parameters('tags'), coalesce(tryGet(parameters('tagsByResource'), 'Microsoft.Network/privateEndpoints'), createObject()))]", "properties": { "subnet": { "id": "[parameters('privateEndpointSubnetId')]" @@ -1232,6 +1252,7 @@ ] }, { + "condition": "[not(parameters('enablePublicAccess'))]", "type": "Microsoft.Network/privateEndpoints/privateDnsZoneGroups", "apiVersion": "2023-11-01", "name": "[format('{0}/{1}', format('{0}-blob-ep', variables('storageAccountName')), 'storage-endpoint-zone')]", @@ -1251,6 +1272,7 @@ ] }, { + "condition": "[not(parameters('enablePublicAccess'))]", "type": "Microsoft.Network/privateEndpoints/privateDnsZoneGroups", "apiVersion": "2023-11-01", "name": "[format('{0}/{1}', format('{0}-dfs-ep', variables('storageAccountName')), 'dfs-endpoint-zone')]", @@ -1270,6 +1292,7 @@ ] }, { + "condition": "[not(parameters('enablePublicAccess'))]", "type": "Microsoft.Network/privateEndpoints/privateDnsZoneGroups", "apiVersion": "2023-11-01", "name": "[format('{0}/{1}', format('{0}-blob-ep', variables('scriptStorageAccountName')), 'blob-endpoint-zone')]", @@ -1336,7 +1359,7 @@ "type": "Microsoft.ManagedIdentity/userAssignedIdentities", "apiVersion": "2023-01-31", "name": "[format('{0}_blobManager', variables('storageAccountName'))]", - "tags": "[union(parameters('tags'), if(contains(parameters('tagsByResource'), 'Microsoft.ManagedIdentity/userAssignedIdentities'), parameters('tagsByResource')['Microsoft.ManagedIdentity/userAssignedIdentities'], createObject()))]", + "tags": "[union(parameters('tags'), coalesce(tryGet(parameters('tagsByResource'), 'Microsoft.ManagedIdentity/userAssignedIdentities'), createObject()))]", "location": "[parameters('location')]" }, { @@ -1363,67 +1386,14 @@ "name": "[format('{0}_uploadSettings', variables('storageAccountName'))]", "kind": "AzurePowerShell", "location": "[if(startsWith(parameters('location'), 'china'), 'chinaeast2', parameters('location'))]", - "tags": "[union(parameters('tags'), if(contains(parameters('tagsByResource'), 'Microsoft.Resources/deploymentScripts'), parameters('tagsByResource')['Microsoft.Resources/deploymentScripts'], createObject()))]", + "tags": "[union(parameters('tags'), coalesce(tryGet(parameters('tagsByResource'), 'Microsoft.Resources/deploymentScripts'), createObject()))]", "identity": { "type": "UserAssigned", "userAssignedIdentities": { "[format('{0}', resourceId('Microsoft.ManagedIdentity/userAssignedIdentities', format('{0}_blobManager', variables('storageAccountName'))))]": {} } }, - "properties": { - "azPowerShellVersion": "9.0", - "retentionInterval": "PT1H", - "environmentVariables": [ - { - "name": "ftkVersion", - "value": "[variables('$fxv#10')]" - }, - { - "name": "scopes", - "value": "[join(parameters('scopesToMonitor'), '|')]" - }, - { - "name": "msexportRetentionInDays", - "value": "[string(parameters('msexportRetentionInDays'))]" - }, - { - "name": "ingestionRetentionInMonths", - "value": "[string(parameters('ingestionRetentionInMonths'))]" - }, - { - "name": "rawRetentionInDays", - "value": "[string(parameters('rawRetentionInDays'))]" - }, - { - "name": "finalRetentionInMonths", - "value": "[string(parameters('finalRetentionInMonths'))]" - }, - { - "name": "storageAccountName", - "value": "[variables('storageAccountName')]" - }, - { - "name": "containerName", - "value": "config" - }, - { - "name": "schemaFiles", - "value": "[string(variables('schemaFiles'))]" - } - ], - "scriptContent": "[variables('$fxv#11')]", - "storageAccountSettings": { - "storageAccountName": "[variables('scriptStorageAccountName')]" - }, - "containerSettings": { - "containerGroupName": "[format('{0}cg', variables('scriptStorageAccountName'))]", - "subnetIds": [ - { - "id": "[parameters('scriptSubnetId')]" - } - ] - } - }, + "properties": "[union(if(parameters('enablePublicAccess'), createObject(), createObject('storageAccountSettings', createObject('storageAccountName', variables('scriptStorageAccountName')), 'containerSettings', createObject('containerGroupName', format('{0}cg', variables('scriptStorageAccountName')), 'subnetIds', createArray(createObject('id', parameters('scriptSubnetId')))))), createObject('azPowerShellVersion', '9.0', 'retentionInterval', 'PT1H', 'environmentVariables', createArray(createObject('name', 'ftkVersion', 'value', variables('$fxv#10')), createObject('name', 'scopes', 'value', join(parameters('scopesToMonitor'), '|')), createObject('name', 'msexportRetentionInDays', 'value', string(parameters('msexportRetentionInDays'))), createObject('name', 'ingestionRetentionInMonths', 'value', string(parameters('ingestionRetentionInMonths'))), createObject('name', 'rawRetentionInDays', 'value', string(parameters('rawRetentionInDays'))), createObject('name', 'finalRetentionInMonths', 'value', string(parameters('finalRetentionInMonths'))), createObject('name', 'storageAccountName', 'value', variables('storageAccountName')), createObject('name', 'containerName', 'value', 'config'), createObject('name', 'schemaFiles', 'value', string(variables('schemaFiles')))), 'scriptContent', variables('$fxv#11')))]", "dependsOn": [ "[resourceId('Microsoft.Network/privateEndpoints', format('{0}-blob-ep', variables('storageAccountName')))]", "[resourceId('Microsoft.Network/privateEndpoints/privateDnsZoneGroups', format('{0}-blob-ep', variables('storageAccountName')), 'storage-endpoint-zone')]", @@ -1490,10 +1460,10 @@ } }, "dependsOn": [ - "[resourceId('Microsoft.Resources/deployments', 'vnet')]" + "vnet" ] }, - { + "dataExplorer": { "condition": "[variables('deployDataExplorer')]", "type": "Microsoft.Resources/deployments", "apiVersion": "2022-09-01", @@ -1513,6 +1483,9 @@ "clusterCapacity": { "value": "[parameters('dataExplorerCapacity')]" }, + "clusterTrustedExternalTenants": { + "value": "[parameters('dataExplorerTrustedExternalTenants')]" + }, "location": { "value": "[parameters('location')]" }, @@ -1528,27 +1501,24 @@ "rawRetentionInDays": { "value": "[parameters('dataExplorerRawRetentionInDays')]" }, - "virtualNetworkId": { - "value": "[reference(resourceId('Microsoft.Resources/deployments', 'vnet'), '2022-09-01').outputs.vNetId.value]" - }, - "privateEndpointSubnetId": { - "value": "[reference(resourceId('Microsoft.Resources/deployments', 'vnet'), '2022-09-01').outputs.dataExplorerSubnetId.value]" - }, + "virtualNetworkId": "[if(parameters('enablePublicAccess'), createObject('value', ''), createObject('value', reference('vnet').outputs.vNetId.value))]", + "privateEndpointSubnetId": "[if(parameters('enablePublicAccess'), createObject('value', ''), createObject('value', reference('vnet').outputs.dataExplorerSubnetId.value))]", "enablePublicAccess": { "value": "[parameters('enablePublicAccess')]" }, "storageAccountName": { - "value": "[reference(resourceId('Microsoft.Resources/deployments', 'storage'), '2022-09-01').outputs.name.value]" + "value": "[reference('storage').outputs.name.value]" } }, "template": { "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "languageVersion": "2.0", "contentVersion": "1.0.0.0", "metadata": { "_generator": { "name": "bicep", - "version": "0.24.24.22086", - "templateHash": "17413093305589876592" + "version": "0.33.93.31351", + "templateHash": "4937657351857252728" } }, "parameters": { @@ -1641,6 +1611,16 @@ "description": "Optional. Number of nodes to use in the cluster. Allowed values: 1 for the Basic SKU tier and 2-1000 for Standard. Default: 1 for dev/test SKUs, 2 for standard SKUs." } }, + "clusterTrustedExternalTenants": { + "type": "array", + "items": { + "type": "string" + }, + "defaultValue": [], + "metadata": { + "description": "Optional. Array of external tenant IDs that should have access to the cluster. Default: empty (no external access)." + } + }, "forceUpdateTag": { "type": "string", "defaultValue": "[utcNow()]", @@ -1715,11 +1695,16 @@ } }, "variables": { - "$fxv#0": "0.7", - "$fxv#1": "//======================================================================================================================\r\n// Common utility functions\r\n//\r\n// TIP: Use Ctrl+K,Ctrl+0 to collapse all regions in VS Code\r\n//======================================================================================================================\r\n\r\n\r\n//===| Date functions |=================================================================================================\r\n\r\n// daterange\r\n.create-or-alter function \r\nwith (docstring = @'Converts 2 dates into a simple, user-friendly date range (e.g. Jan 1-Jan 3)', folder =@'Common') \r\ndaterange(start: datetime, end: datetime = datetime('0001-01-01'))\r\n{\r\n let month = (d: datetime) { let mo = toint(substring(d, 5, 2)) - 1; dynamic(['Jan','Feb','Mar','Apr','May','Jun','Jul','Aug','Sep','Oct','Nov','Dec'])[mo] };\r\n let day = (d: datetime) { toint(substring(d, 8, 2)) };\r\n let endDate = iff(end == datetime('0001-01-01'), start, end);\r\n let sameDay = startofday(start) == startofday(endDate);\r\n let sameMonth = startofmonth(start) == startofmonth(endDate);\r\n strcat(month(start), ' ', day(start), iff(sameDay, '', strcat('-', iff(sameMonth, '', strcat(month(endDate), ' ')), day(endDate))))\r\n}\r\n\r\n// monthsago\r\n.create-or-alter function \r\nwith (docstring = 'Gets the date that is the specified number of months ago', folder = 'Common')\r\nmonthsago(months: int)\r\n{\r\n datetime_add('month', -months, startofmonth(now()))\r\n}\r\n\r\n\r\n//===| Number comparisons |=============================================================================================\r\n// NOTE: Must be defined before string converters\r\n\r\n// delta\r\n.create-or-alter function \r\nwith (docstring = @'Compares 2 values and returns the percentage change from oldval to newval', folder =@'Common') \r\ndelta(oldval: double, newval: double)\r\n{\r\n (newval - todouble(oldval))/oldval\r\n}\r\n\r\n// percentOfTotal\r\n// NOTE: Must be before percent() function\r\n.create-or-alter function \r\nwith (docstring = @'Calculates the percentage of each record based on a required Count column', folder =@'Common') \r\npercentOfTotal(t: (Count: long), tot: long)\r\n{\r\n let total = todouble(tot);\r\n t \r\n | extend Percent = round(Count / total * 100, 3) \r\n | order by Count desc\r\n}\r\n\r\n// percent\r\n.create-or-alter function \r\nwith (docstring = @'Calculates the percentage of each record based on a required Count column', folder =@'Common') \r\npercent(t: (Count: long))\r\n{\r\n let total = todouble(toscalar(t | summarize sum(Count)));\r\n percentOfTotal(t, total)\r\n}\r\n\r\n// plusminus\r\n.create-or-alter function \r\nwith (docstring = 'Shows a +/- sign based on the direction of the number', folder = 'Common')\r\nplusminus(val: string)\r\n{\r\n let neg = substring(val, 0, 1) == '-';\r\n iff(neg, val, strcat('+', val))\r\n}\r\n\r\n// updown\r\n.create-or-alter function \r\nwith (docstring = 'Shows an up/down arrow based on the direction of the number', folder = 'Common')\r\nupdown(val: string)\r\n{\r\n let neg = substring(val, 0, 1) == '-';\r\n iff(neg, strcat('↓', substring(val, 1)), strcat('↑', val))\r\n}\r\n\r\n\r\n//===| String comparisons |=============================================================================================\r\n\r\n// percentstring\r\n// NOTE: Must be defined before deltastring\r\n.create-or-alter function \r\nwith (docstring = 'Calculate a percentage and render as a string', folder = 'Common')\r\npercentstring(num: double, total: double = 1.0, places: int = 9)\r\n{\r\n let value = 1.0 * num / total * 100;\r\n strcat(case(\r\n places != 9, round(value, places),\r\n value < 10, round(value, 2),\r\n round(value, 1)\r\n ), '%')\r\n}\r\n\r\n//----------------------------------------------------------------------------------------------------------------------\r\n\r\n// arraystring\r\n.create-or-alter function \r\nwith (docstring = 'Convert an array to a comma-delimited string', folder = 'Common')\r\narraystring(arr: dynamic)\r\n{\r\n replace_string(replace_regex(replace_regex(replace_regex(replace_regex(replace_regex(\r\n tostring(arr)\r\n , @'^\\[\"', '')\r\n , @'\"\\]$', '')\r\n , @'^, ', '')\r\n , @', $', '')\r\n , @'^\\[]$', '')\r\n , '\",\"', ', ')\r\n}\r\n\r\n// deltastring\r\n.create-or-alter function \r\nwith (docstring = 'Calculate a delta percentage and render as a string', folder = 'Common')\r\ndeltastring(oldval: double, newval: double, places: int = 1, useArrows: bool = false)\r\n{\r\n let d = delta(oldval, newval);\r\n strcat(case(useArrows and d > 0, '↑', useArrows and d < 0, '↓', d < 0, '-', ''), percentstring(abs(d), 1, places))\r\n}\r\n\r\n// diffstring\r\n.create-or-alter function \r\nwith (docstring = 'Calculate the difference and render as a string', folder = 'Common')\r\ndiffstring(oldval: double, newval: double, places: int = 1)\r\n{\r\n plusminus(round(newval - oldval, places))\r\n}\r\n\r\n// numberstring\r\n.create-or-alter function \r\nwith (docstring = 'Convert a number to a string', folder = 'Common')\r\nnumberstring(num: long, abbrev: bool = true)\r\n{\r\n case(\r\n num >= 10000000000000, strcat(round(1.0 * num / 1000000000000, 1), 'T'),\r\n num >= 1000000000000, strcat(round(1.0 * num / 1000000000000, 2), 'T'),\r\n num >= 10000000000, strcat(round(1.0 * num / 1000000000, 1), 'B'),\r\n num >= 1000000000, strcat(round(1.0 * num / 1000000000, 2), 'B'),\r\n num >= 10000000, strcat(round(1.0 * num / 1000000, 1), 'M'),\r\n num >= 1000000, strcat(round(1.0 * num / 1000000, 2), 'M'),\r\n num >= 10000, strcat(round(1.0 * num / 1000, 1), 'K'),\r\n // Kusto doesn't support back-refs yet -- num > 1000, replace_regex(tostring(num), @'(\\d)(?=(\\d{3})+\\.)', @'\\1,'), // See https://docs.microsoft.com/en-us/azure/data-explorer/kusto/query/re2-library\r\n num > 1000, replace_regex(tostring(num), @'([0-9]{3})$', @',\\1'), //num / 1000, ',', substring(tostring(num), 0) - (num / 1000 * 1000)),\r\n tostring(num))\r\n}\r\n\r\n\r\n//===| Other |==========================================================================================================\r\n\r\n// ifempty\r\n.create-or-alter function \r\nwith (docstring = 'Replaces an empty value with the specified default value', folder = 'Common')\r\nifempty(val: dynamic, defaultVal: dynamic)\r\n{\r\n iff(isempty(val), defaultVal, val)\r\n}\r\n", - "$fxv#2": "//======================================================================================================================\r\n// Ingestion database\r\n// Used for data ingestion, normalization, and cleansing.\r\n//\r\n// Data ingestion workflow:\r\n// - All data is ingested into tables named \"*_raw\". These tables have a union schema to support multiple sources and versions.\r\n// - All data is transformed to the latest FOCUS schema using an update policy into a table named after the version (e.g., \"1.0\" = \"_v1_0\").\r\n// - Data ingestion from previous version of hubs will remain in the versioned tables.\r\n// - Data is read from versioned functions in the Hub database. See HubSetup.kql for details.\r\n//\r\n// To add a new FOCUS versions:\r\n// 1. Add new columns to the *_raw tables per dataset\r\n// 2. Add new *_final_vX_Y tables per dataset\r\n// 3. Add new *_transform_vX_Y functions per dataset\r\n// 4. Change the update policy for the *_raw tables to use the new transform functions\r\n// 5. Update HubSetup.kql to read from the new *_final_vX_Y tables\r\n//======================================================================================================================\r\n\r\n// For allowed commands, see https://learn.microsoft.com/azure/data-explorer/database-script\r\n\r\n//===| Settings |=======================================================================================================\r\n\r\n.create-merge table HubSettingsLog (\r\n version: string,\r\n scopes: dynamic,\r\n retention: dynamic\r\n)\r\n\r\n//----------------------------------------------------------------------------------------------------------------------\r\n\r\n// HubSettings function\r\n.create-or-alter function\r\nwith (docstring='Gets the latest version of hub settings.', folder='Settings')\r\nHubSettings()\r\n{\r\n HubSettingsLog\r\n | extend timestamp = ingestion_time()\r\n | summarize arg_max(timestamp, *)\r\n}\r\n\r\n//----------------------------------------------------------------------------------------------------------------------\r\n\r\n// HubScopes function\r\n.create-or-alter function\r\nwith (docstring='Gets the currently configured scopes.', folder='Settings')\r\nHubScopes()\r\n{\r\n HubSettings\r\n | project scopes\r\n | mv-expand scopes\r\n}\r\n\r\n\r\n//===| Open data |======================================================================================================\r\n\r\n// PricingUnits\r\n.create-merge table PricingUnits ( \r\n x_PricingUnitDescription: string,\r\n x_PricingBlockSize: decimal,\r\n PricingUnit: string\r\n)\r\n\r\n// Regions\r\n.create-merge table Regions(\r\n ResourceLocation: string,\r\n RegionId: string,\r\n RegionName: string\r\n)\r\n\r\n// ResourceTypes\r\n.create-merge table ResourceTypes(\r\n x_ResourceType: string,\r\n SingularDisplayName: string,\r\n PluralDisplayName: string,\r\n LowerSingularDisplayName: string,\r\n LowerPluralDisplayName: string,\r\n IsPreview: bool,\r\n Description: string,\r\n IconUri: string\r\n)\r\n\r\n// Services\r\n.create-merge table Services(\r\n x_ConsumedService: string,\r\n x_ResourceType: string,\r\n ServiceName: string,\r\n ServiceCategory: string,\r\n ServiceSubcategory: string,\r\n PublisherName: string,\r\n x_PublisherCategory: string,\r\n x_Environment: string,\r\n x_ServiceModel: string\r\n)\r\n\r\n//----------------------------------------------------------------------------------------------------------------------\r\n\r\n// parse_resourceid\r\n.create-or-alter function \r\nwith (docstring = 'Parses an Azure resource ID to extract resource attributes like the name, type, resource group, and subaccount ID.', folder = 'Common')\r\nparse_resourceid(resourceId: string) {\r\n let ResourceId = tolower(resourceId);\r\n // let ResourceId = tolower('/providers/Microsoft.BillingBenefits/savingsPlanOrders/2d2e284b-0638-427e-b8c6-1b874d4f17c8/sp/xxx');\r\n let SubAccountId = tostring(extract('/subscriptions/[^/]+', 1, ResourceId));\r\n let x_ResourceGroupName = tostring(extract('/resourcegroups/[^/]+', 1, ResourceId));\r\n let providerPath = iff(ResourceId !contains '/providers/', '', split(iff(ResourceId startswith '/subscriptions/', strcat('/providers/microsoft.resources/', ResourceId), ResourceId), '/providers/')[-1]);\r\n let x_ResourceProvider = iff(isempty(providerPath), '', split(providerPath, '/')[0]);\r\n let tmp_ResourceProviderPath = iff(isempty(providerPath), '', substring(providerPath, strlen(x_ResourceProvider) + 1));\r\n let segments = split(tmp_ResourceProviderPath, '/');\r\n let ResourceName = trim(@'/+', replace_string(strcat_array(array_iff(\r\n dynamic([false, true, false, true, false, true, false, true, false, true, false, true, false, true, false, true, false, true]),\r\n segments, dynamic([])), '/'), '//', '/'));\r\n let x_ResourceTypePath = trim(@'/+', replace_string(strcat_array(array_iff(\r\n dynamic([true, false, true, false, true, false, true, false, true, false, true, false, true, false, true, false, true, false]),\r\n segments, dynamic([])), '/'), '//', '/'));\r\n let xRT = iff(isempty(x_ResourceProvider) or isempty(x_ResourceTypePath), '', strcat(x_ResourceProvider, '/', x_ResourceTypePath));\r\n let types = split(toscalar(database('Ingestion').ResourceTypes | summarize types = make_set(strcat(x_ResourceType, '=', SingularDisplayName)) | extend types = strcat('||', strcat_array(types, '||')), '||'), strcat('||', xRT, '='));\r\n let ResourceType = iff(array_length(types) < 2, '', split(types[1], '||')[0]);\r\n bag_pack('ResourceId', ResourceId, 'ResourceName', ResourceName, 'ResourceType', coalesce(ResourceType, xRT), 'SubAccountId', SubAccountId, 'x_ResourceGroupName', x_ResourceGroupName, 'x_ResourceProvider', x_ResourceProvider, 'x_ResourceType', xRT)\r\n}\r\n\r\n\r\n//===| Prices |=========================================================================================================\r\n// NOTE: Must be before cost details.\r\n//\r\n// Supported versions:\r\n// - MS EA 2023-05-01 -- See https://learn.microsoft.com/azure/cost-management-billing/dataset-schema/price-sheet-ea\r\n// - MS MCA 2023-05-01 -- See https://learn.microsoft.com/azure/cost-management-billing/dataset-schema/price-sheet-mca\r\n//======================================================================================================================\r\n\r\n// Prices_raw table\r\n.create-merge table Prices_raw (\r\n BasePrice: decimal, // Azure EA + MCA\r\n BillingAccountId: string, // Azure MCA\r\n BillingAccountName: string, // Azure MCA\r\n BillingCurrency: string, // Azure MCA\r\n BillingProfileId: string, // Azure MCA\r\n BillingProfileName: string, // Azure MCA\r\n Currency: string, // Azure MCA\r\n CurrencyCode: string, // Azure EA \r\n EffectiveEndDate: datetime, // Azure MCA\r\n EffectiveStartDate: datetime, // Azure EA + MCA\r\n EnrollmentNumber: string, // Azure EA \r\n IncludedQuantity: decimal, // Azure EA \r\n MarketPrice: decimal, // Azure EA + MCA\r\n MeterCategory: string, // Azure EA + MCA\r\n MeterId: string, // Azure MCA\r\n MeterID: string, // Azure EA \r\n MeterName: string, // Azure EA + MCA\r\n MeterRegion: string, // Azure EA + MCA\r\n MeterSubCategory: string, // Azure EA + MCA\r\n MeterType: string, // Azure EA + MCA\r\n OfferID: string, // Azure EA \r\n PartNumber: string, // Azure EA\r\n PriceType: string, // Azure EA + MCA\r\n Product: string, // Azure EA + MCA\r\n ProductId: string, // Azure MCA\r\n ProductID: string, // Azure EA \r\n ServiceFamily: string, // Azure EA + MCA\r\n SkuId: string, // Azure MCA\r\n SkuID: string, // Azure EA\r\n Term: string, // Azure EA + MCA\r\n TierMinimumUnits: decimal, // Azure MCA\r\n UnitOfMeasure: string, // Azure EA + MCA\r\n UnitPrice: decimal, // Azure EA + MCA\r\n x_SourceName: string, // Hubs add-on\r\n x_SourceProvider: string, // Hubs add-on\r\n x_SourceType: string, // Hubs add-on\r\n x_SourceVersion: string // Hubs add-on\r\n)\r\n\r\n// Prices_raw ingestion mapping\r\n.create-or-alter table Prices_raw ingestion parquet mapping \"Prices_raw_mapping\"\r\n```\r\n[\r\n { \"Column\": \"BasePrice\", \"Properties\": { \"Field\": \"BasePrice\" } },\r\n { \"Column\": \"BillingAccountId\", \"Properties\": { \"Field\": \"BillingAccountId\" } },\r\n { \"Column\": \"BillingAccountName\", \"Properties\": { \"Field\": \"BillingAccountName\" } },\r\n { \"Column\": \"BillingCurrency\", \"Properties\": { \"Field\": \"BillingCurrency\" } },\r\n { \"Column\": \"BillingProfileId\", \"Properties\": { \"Field\": \"BillingProfileId\" } },\r\n { \"Column\": \"BillingProfileName\", \"Properties\": { \"Field\": \"BillingProfileName\" } },\r\n { \"Column\": \"Currency\", \"Properties\": { \"Field\": \"Currency\" } },\r\n { \"Column\": \"CurrencyCode\", \"Properties\": { \"Field\": \"CurrencyCode\" } },\r\n { \"Column\": \"EffectiveEndDate\", \"Properties\": { \"Field\": \"EffectiveEndDate\" } },\r\n { \"Column\": \"EffectiveStartDate\", \"Properties\": { \"Field\": \"EffectiveStartDate\" } },\r\n { \"Column\": \"EnrollmentNumber\", \"Properties\": { \"Field\": \"EnrollmentNumber\" } },\r\n { \"Column\": \"IncludedQuantity\", \"Properties\": { \"Field\": \"IncludedQuantity\" } },\r\n { \"Column\": \"MarketPrice\", \"Properties\": { \"Field\": \"MarketPrice\" } },\r\n { \"Column\": \"MeterCategory\", \"Properties\": { \"Field\": \"MeterCategory\" } },\r\n { \"Column\": \"MeterId\", \"Properties\": { \"Field\": \"MeterId\" } },\r\n { \"Column\": \"MeterID\", \"Properties\": { \"Field\": \"MeterID\" } },\r\n { \"Column\": \"MeterName\", \"Properties\": { \"Field\": \"MeterName\" } },\r\n { \"Column\": \"MeterRegion\", \"Properties\": { \"Field\": \"MeterRegion\" } },\r\n { \"Column\": \"MeterSubCategory\", \"Properties\": { \"Field\": \"MeterSubCategory\" } },\r\n { \"Column\": \"MeterType\", \"Properties\": { \"Field\": \"MeterType\" } },\r\n { \"Column\": \"OfferID\", \"Properties\": { \"Field\": \"OfferID\" } },\r\n { \"Column\": \"PartNumber\", \"Properties\": { \"Field\": \"PartNumber\" } },\r\n { \"Column\": \"PriceType\", \"Properties\": { \"Field\": \"PriceType\" } },\r\n { \"Column\": \"Product\", \"Properties\": { \"Field\": \"Product\" } },\r\n { \"Column\": \"ProductId\", \"Properties\": { \"Field\": \"ProductId\" } },\r\n { \"Column\": \"ProductID\", \"Properties\": { \"Field\": \"ProductID\" } },\r\n { \"Column\": \"ServiceFamily\", \"Properties\": { \"Field\": \"ServiceFamily\" } },\r\n { \"Column\": \"SkuId\", \"Properties\": { \"Field\": \"SkuId\" } },\r\n { \"Column\": \"SkuID\", \"Properties\": { \"Field\": \"SkuID\" } },\r\n { \"Column\": \"Term\", \"Properties\": { \"Field\": \"Term\" } },\r\n { \"Column\": \"TierMinimumUnits\", \"Properties\": { \"Field\": \"TierMinimumUnits\" } },\r\n { \"Column\": \"UnitOfMeasure\", \"Properties\": { \"Field\": \"UnitOfMeasure\" } },\r\n { \"Column\": \"UnitPrice\", \"Properties\": { \"Field\": \"UnitPrice\" } },\r\n { \"Column\": \"x_SourceName\", \"Properties\": { \"Field\": \"x_SourceName\" } },\r\n { \"Column\": \"x_SourceProvider\", \"Properties\": { \"Field\": \"x_SourceProvider\" } },\r\n { \"Column\": \"x_SourceType\", \"Properties\": { \"Field\": \"x_SourceType\" } },\r\n { \"Column\": \"x_SourceVersion\", \"Properties\": { \"Field\": \"x_SourceVersion\" } }\r\n]\r\n```\r\n\r\n// Prices_raw retention policy\r\n.alter-merge table Prices_raw policy retention softdelete = $$rawRetentionInDays$$d recoverability = disabled\r\n\r\n//----------------------------------------------------------------------------------------------------------------------\r\n\r\n// Prices_transform_v1_0 function\r\n.create-or-alter function\r\nwith (docstring='Transforms Prices_raw into FOCUS 1.0.', folder='Prices')\r\nPrices_transform_v1_0()\r\n{\r\n // NOTE: All open issues and questions are tracked @ https://github.com/microsoft/finops-toolkit/issues/1111\r\n let isoMonths = (duration: string) {\r\n let number = toint(replace_regex(duration, @'[PMY]', ''));\r\n toint(case(\r\n duration == '', toint(''),\r\n duration endswith \"Y\", number * 12,\r\n duration endswith \"M\", number,\r\n -1\r\n ))\r\n };\r\n let prices = materialize(\r\n Prices_raw\r\n | extend x_SkuId = coalesce(SkuId, SkuID)\r\n | extend x_SkuMeterId = coalesce(MeterId, MeterID)\r\n | extend x_SkuProductId = coalesce(ProductId, ProductID)\r\n | extend x_SkuTerm = isoMonths(Term)\r\n | project-rename\r\n x_BaseUnitPrice = BasePrice,\r\n x_EffectivePeriodEnd = EffectiveEndDate,\r\n x_EffectivePeriodStart = EffectiveStartDate,\r\n x_PricingUnitDescription = UnitOfMeasure,\r\n x_SkuIncludedQuantity = IncludedQuantity,\r\n x_SkuMeterCategory = MeterCategory,\r\n x_SkuMeterName = MeterName,\r\n x_SkuMeterSubcategory = MeterSubCategory,\r\n x_SkuMeterType = MeterType,\r\n x_SkuOfferId = OfferID,\r\n x_SkuPartNumber = PartNumber,\r\n x_SkuPriceType = PriceType,\r\n x_SkuRegion = MeterRegion,\r\n x_SkuServiceFamily = ServiceFamily,\r\n x_SkuTier = TierMinimumUnits\r\n | extend ContractedUnitPrice = iff(x_SkuPriceType != 'SavingsPlan', UnitPrice, todecimal('')) // UnitPrice for savings plan is not the on-demand unit price\r\n | extend ListUnitPrice = iff(x_SkuPriceType != 'SavingsPlan', MarketPrice, todecimal('')) // MarketPrice for savings plan is not the list price\r\n | extend ChargeCategory = case(\r\n x_SkuPriceType == 'Consumption', 'Usage',\r\n x_SkuPriceType == 'ReservedInstance', 'Purchase',\r\n x_SkuPriceType == 'SavingsPlan', 'Usage', // Savings plan prices are for committed usage, not the purchase\r\n ''\r\n )\r\n | extend SkuPriceIdv2 = strcat(case(x_SkuPriceType == 'Consumption', 'OD', x_SkuPriceType == 'ReservedInstance', 'RI', x_SkuPriceType == 'SavingsPlan', 'SP', 'XX'), substring(ChargeCategory, 0, 1), x_SkuTerm, '_', x_SkuProductId, '_', x_SkuId, '_', x_SkuMeterType, '_', x_SkuTier, x_SkuOfferId)\r\n | extend x_BillingAccountId = iff(BillingAccountId startswith '/', split(BillingAccountId, '/')[-1], coalesce(BillingAccountId, EnrollmentNumber))\r\n | extend x_BillingProfileId = iff(BillingProfileId startswith '/', split(BillingProfileId, '/')[-1], coalesce(BillingProfileId, EnrollmentNumber))\r\n | extend tmp_SavingsPlanKey = strcat(x_SkuMeterId, x_SkuProductId, x_SkuId, x_SkuTier, x_SkuOfferId)\r\n //\r\n // Get latest ingested row based on the unique ID\r\n | extend x_IngestionTime = ingestion_time()\r\n );\r\n //\r\n // Meters for reservations and savings plans to identify commitment eligibility\r\n let riMeters = prices | where x_SkuPriceType == 'ReservedInstance' | distinct x_SkuMeterId;\r\n let spMeters = prices | where x_SkuPriceType == 'SavingsPlan' | distinct x_SkuMeterId;\r\n // \r\n // Copy list/base/contracted prices from on-demand SKUs\r\n prices\r\n | where x_SkuPriceType == 'SavingsPlan'\r\n // If we use join, specify the shuffle key\r\n // TODO: Compare join vs. lookup perf -- | join kind=leftouter hint.strategy=shuffle (prices | where x_SkuPriceType == 'Consumption' | where x_SkuMeterId in (spMeters) | distinct tmp_SavingsPlanKey, ListUnitPrice, ContractedUnitPrice, x_BaseUnitPrice) on tmp_SavingsPlanKey\r\n | lookup kind=leftouter (prices | where x_SkuPriceType == 'Consumption' | where x_SkuMeterId in (spMeters) | distinct tmp_SavingsPlanKey, ListUnitPrice, ContractedUnitPrice, x_BaseUnitPrice) on tmp_SavingsPlanKey\r\n | extend ListUnitPrice = coalesce(ListUnitPrice, ListUnitPrice1)\r\n | extend ContractedUnitPrice = coalesce(ContractedUnitPrice, ContractedUnitPrice1)\r\n | extend x_BaseUnitPrice = coalesce(x_BaseUnitPrice, x_BaseUnitPrice1)\r\n | project-away ListUnitPrice1, ContractedUnitPrice1, x_BaseUnitPrice1, tmp_SavingsPlanKey\r\n | union ((prices | where x_SkuPriceType != 'SavingsPlan'))\r\n //\r\n // Calculate commitment discount elgibility\r\n // TODO: Would a join be faster?\r\n | extend x_CommitmentDiscountSpendEligibility = iff(x_SkuMeterId in (riMeters) and x_SkuPriceType != 'ReservedInstance', 'Eligible', 'Not Eligible')\r\n | extend x_CommitmentDiscountUsageEligibility = iff(x_SkuMeterId in (spMeters), 'Eligible', 'Not Eligible')\r\n //\r\n // Add PricingUnit and x_PricingBlockSize\r\n // TODO: Compare join vs. lookup perf -- | join kind=leftouter (PricingUnits) on x_PricingUnitDescription | project-away x_PricingUnitDescription1\r\n | lookup kind=leftouter (PricingUnits) on x_PricingUnitDescription\r\n //\r\n | extend x_EffectiveUnitPrice = iff(x_SkuPriceType == 'SavingsPlan', UnitPrice, todecimal('')) // Savings plan prices are for the effective price, not the contracted price\r\n | extend x_EffectiveUnitPriceDiscount = ContractedUnitPrice - x_EffectiveUnitPrice\r\n | extend x_ContractedUnitPriceDiscount = ListUnitPrice - ContractedUnitPrice\r\n | extend x_TotalUnitPriceDiscount = ListUnitPrice - x_EffectiveUnitPrice\r\n | project\r\n BillingAccountId = case(\r\n BillingProfileId startswith '/', BillingProfileId,\r\n BillingAccountId startswith '/', BillingAccountId,\r\n strcat('/providers/Microsoft.Billing/billingAccounts/', x_BillingAccountId, iff(x_BillingProfileId != x_BillingAccountId, '', strcat('/billingProfiles/', x_BillingProfileId)))\r\n ),\r\n BillingAccountName = coalesce(BillingProfileName, BillingAccountName, x_BillingProfileId),\r\n BillingCurrency = coalesce(BillingCurrency, CurrencyCode, Currency), // Currency last as a fallback only\r\n ChargeCategory,\r\n CommitmentDiscountCategory = case(\r\n x_SkuPriceType == 'ReservedInstance', 'Usage',\r\n x_SkuPriceType == 'SavingsPlan', 'Spend',\r\n ''\r\n ),\r\n CommitmentDiscountType = case(\r\n x_SkuPriceType == 'ReservedInstance', 'Reservation',\r\n x_SkuPriceType == 'SavingsPlan', 'Savings plan',\r\n ''\r\n ),\r\n ContractedUnitPrice,\r\n ListUnitPrice,\r\n PricingCategory = case(\r\n x_SkuPriceType == 'Consumption', 'Standard',\r\n x_SkuPriceType == 'ReservedInstance', 'Standard', // Reservation purchases are tracked as \"Standard\"\r\n x_SkuPriceType == 'SavingsPlan', 'Committed',\r\n ''\r\n ),\r\n PricingUnit,\r\n SkuId = coalesce(ProductId, ProductID),\r\n SkuPriceId = strcat(x_SkuProductId, '_', x_SkuId, '_', x_SkuMeterType),\r\n SkuPriceIdv2,\r\n x_BaseUnitPrice,\r\n x_BillingAccountAgreement = case(\r\n strlen(x_BillingAccountId) > 32, 'MCA',\r\n strlen(x_BillingAccountId) < 32, 'EA',\r\n 'Unknown'\r\n ),\r\n x_BillingAccountId,\r\n x_BillingProfileId,\r\n x_CommitmentDiscountSpendEligibility,\r\n x_CommitmentDiscountUsageEligibility,\r\n x_ContractedUnitPriceDiscount,\r\n x_ContractedUnitPriceDiscountPercent = 1.0 * x_ContractedUnitPriceDiscount / ListUnitPrice * 100,\r\n x_EffectivePeriodEnd = startofmonth(x_EffectivePeriodEnd + 1h),\r\n x_EffectivePeriodStart,\r\n x_EffectiveUnitPrice,\r\n x_EffectiveUnitPriceDiscount,\r\n x_EffectiveUnitPriceDiscountPercent = 1.0 * x_EffectiveUnitPriceDiscount / ContractedUnitPrice * 100,\r\n x_IngestionTime,\r\n x_PricingBlockSize,\r\n x_PricingCurrency = coalesce(Currency, CurrencyCode), // CurrencyCode last as a fallback only\r\n x_PricingSubcategory = case(\r\n x_SkuPriceType == 'Consumption' and (x_SkuIncludedQuantity > 0 or x_SkuTier > 0), 'Tiered',\r\n x_SkuPriceType == 'Consumption', 'Standard',\r\n x_SkuPriceType == 'ReservedInstance', 'Standard', // Reservation purchases are tracked as \"Standard\"\r\n x_SkuPriceType == 'SavingsPlan', 'Committed Spend',\r\n ''\r\n ),\r\n x_PricingUnitDescription,\r\n x_SkuDescription = Product,\r\n x_SkuId,\r\n x_SkuIncludedQuantity,\r\n x_SkuMeterCategory,\r\n x_SkuMeterId,\r\n x_SkuMeterName,\r\n x_SkuMeterSubcategory,\r\n x_SkuMeterType,\r\n x_SkuPriceType,\r\n x_SkuProductId,\r\n x_SkuRegion,\r\n x_SkuServiceFamily,\r\n x_SkuOfferId,\r\n x_SkuPartNumber,\r\n x_SkuTerm,\r\n x_SkuTier,\r\n x_SourceName = coalesce(x_SourceName, 'Cost Management'),\r\n x_SourceProvider = coalesce(x_SourceProvider, 'Microsoft'),\r\n x_SourceType = coalesce(x_SourceType, 'PriceSheet'),\r\n x_SourceVersion = coalesce(x_SourceVersion, '2023-05-01'),\r\n x_TotalUnitPriceDiscount,\r\n x_TotalUnitPriceDiscountPercent = 1.0 * x_TotalUnitPriceDiscount / ListUnitPrice * 100\r\n}\r\n\r\n//----------------------------------------------------------------------------------------------------------------------\r\n\r\n// Prices_final_v1_0 table\r\n// FOCUS 1.0 version of the price sheet that covers everything defined in Prices_raw.\r\n.create-merge table Prices_final_v1_0 (\r\n BillingAccountId: string,\r\n BillingAccountName: string,\r\n BillingCurrency: string,\r\n ChargeCategory: string,\r\n CommitmentDiscountCategory: string,\r\n CommitmentDiscountType: string,\r\n ContractedUnitPrice: decimal,\r\n ListUnitPrice: decimal,\r\n PricingCategory: string,\r\n PricingUnit: string,\r\n SkuId: string,\r\n SkuPriceId: string,\r\n SkuPriceIdv2: string, // Hubs add-on\r\n x_BaseUnitPrice: decimal, // Azure\r\n x_BillingAccountAgreement: string, // Hubs add-on\r\n x_BillingAccountId: string, // Azure MCA\r\n x_BillingProfileId: string, // Azure MCA\r\n x_CommitmentDiscountSpendEligibility: string, // Hubs add-on\r\n x_CommitmentDiscountUsageEligibility: string, // Hubs add-on\r\n x_ContractedUnitPriceDiscount: decimal, // Hubs add-on\r\n x_ContractedUnitPriceDiscountPercent: decimal, // Hubs add-on\r\n x_EffectivePeriodEnd: datetime, // Azure\r\n x_EffectivePeriodStart: datetime, // Azure\r\n x_EffectiveUnitPrice: decimal, // Azure\r\n x_EffectiveUnitPriceDiscount: decimal, // Hubs add-on\r\n x_EffectiveUnitPriceDiscountPercent: decimal, // Hubs add-on\r\n x_IngestionTime: datetime, // Hubs add-on\r\n x_PricingBlockSize: decimal, // Hubs add-on\r\n x_PricingCurrency: string, // Azure\r\n x_PricingSubcategory: string, // Hubs add-on\r\n x_PricingUnitDescription: string, // Azure\r\n x_SkuDescription: string, // Azure\r\n x_SkuId: string, // Azure\r\n x_SkuIncludedQuantity: decimal, // Azure EA\r\n x_SkuMeterCategory: string, // Azure\r\n x_SkuMeterId: string, // Azure\r\n x_SkuMeterName: string, // Azure\r\n x_SkuMeterSubcategory: string, // Azure\r\n x_SkuMeterType: string, // Azure\r\n x_SkuPriceType: string, // Azure\r\n x_SkuProductId: string, // Azure\r\n x_SkuRegion: string, // Azure\r\n x_SkuServiceFamily: string, // Azure\r\n x_SkuOfferId: string, // Azure EA\r\n x_SkuPartNumber: string, // Azure EA\r\n x_SkuTerm: int, // Azure\r\n x_SkuTier: decimal, // Azure MCA\r\n x_SourceName: string, // Hubs add-on\r\n x_SourceProvider: string, // Hubs add-on\r\n x_SourceType: string, // Hubs add-on\r\n x_SourceVersion: string, // Hubs add-on\r\n x_TotalUnitPriceDiscount: decimal, // Hubs add-on\r\n x_TotalUnitPriceDiscountPercent: decimal // Hubs add-on\r\n)\r\n\r\n//----------------------------------------------------------------------------------------------------------------------\r\n\r\n// Update policy for Prices_raw -> Prices_final_v1_0\r\n// NOTE: Must be after transform function is defined\r\n.alter table Prices_final_v1_0 policy update\r\n```\r\n[{\r\n \"IsEnabled\": true,\r\n \"Source\": \"Prices_raw\",\r\n \"Query\": \"Prices_transform_v1_0()\",\r\n \"IsTransactional\": true,\r\n \"PropagateIngestionProperties\": true\r\n}]\r\n```\r\n\r\n\r\n//===| Cost and usage |=================================================================================================\r\n// Supported versions:\r\n// - MS: 1.0, 1.0-preview(v1) -- See https://aka.ms/costmgmt/exports/focus\r\n// - AWS: 1.0 -- See https://docs.aws.amazon.com/cur/latest/userguide/table-dictionary-focus-1-0-aws-columns.html\r\n// - GCP: Jan-Jun 2024 -- See https://cloud.google.com/resources/google-cloud-focus?e=48754805&hl=en\r\n// Links to (Aug 2024): https://services.google.com/fh/files/misc/focus_guide_v1.pdf\r\n// See also:\r\n// - https://cloud.google.com/billing/docs/how-to/export-data-bigquery-tables/standard-usage\r\n// - https://cloud.google.com/billing/docs/how-to/export-data-bigquery-tables/detailed-usage\r\n// - OCI: 1.0 -- See https://docs.oracle.com/iaas/Content/Billing/Concepts/costusagereportsoverview.htm#costreports__focus-cost-report-schema\r\n//\r\n// Support for non-Azure data is limited to ingestion only. Data is not transformed across versions.\r\n//======================================================================================================================\r\n\r\n// Costs_raw table\r\n.create-merge table Costs_raw (\r\n AvailabilityZone: string, // FOCUS 0.5+\r\n BilledCost: decimal, // FOCUS 0.5+\r\n BillingAccountId: string, // FOCUS 0.5+\r\n BillingAccountName: string, // FOCUS 0.5+\r\n BillingAccountType: string, // Azure 1.0-preview(v1)+\r\n BillingCurrency: string, // FOCUS 0.5+\r\n BillingPeriodEnd: datetime, // FOCUS 0.5+\r\n BillingPeriodStart: datetime, // FOCUS 0.5+\r\n ChargeCategory: string, // FOCUS 1.0-preview+\r\n ChargeClass: string, // FOCUS 1.0+\r\n ChargeDescription: string, // FOCUS 1.0+\r\n ChargeFrequency: string, // FOCUS 1.0+\r\n ChargePeriodEnd: datetime, // FOCUS 0.5+\r\n ChargePeriodStart: datetime, // FOCUS 0.5+\r\n ChargeSubcategory: string, // FOCUS 1.0-preview only\r\n CommitmentDiscountCategory: string, // FOCUS 1.0-preview+\r\n CommitmentDiscountId: string, // FOCUS 1.0-preview+\r\n CommitmentDiscountName: string, // FOCUS 1.0-preview+\r\n CommitmentDiscountStatus: string, // FOCUS 1.0+\r\n CommitmentDiscountType: string, // FOCUS 1.0-preview+\r\n ConsumedQuantity: decimal, // FOCUS 1.0+\r\n ConsumedUnit: string, // FOCUS 1.0+\r\n ContractedCost: decimal, // FOCUS 1.0+\r\n ContractedUnitPrice: decimal, // FOCUS 1.0+\r\n EffectiveCost: decimal, // FOCUS 1.0-preview+\r\n InvoiceIssuerName: string, // FOCUS 0.5+\r\n ListCost: decimal, // FOCUS 1.0-preview+\r\n ListUnitPrice: decimal, // FOCUS 1.0-preview+\r\n PricingCategory: string, // FOCUS 1.0-preview+\r\n PricingQuantity: decimal, // FOCUS 1.0-preview+\r\n PricingUnit: string, // FOCUS 1.0-preview+\r\n ProviderName: string, // FOCUS 0.5+\r\n PublisherName: string, // FOCUS 0.5+\r\n Region: string, // FOCUS 0.5-1.0-preview (deprecated)\r\n RegionId: string, // FOCUS 1.0+\r\n RegionName: string, // FOCUS 1.0+\r\n ResourceId: string, // FOCUS 0.5+\r\n ResourceName: string, // FOCUS 0.5+\r\n ResourceType: string, // FOCUS 1.0-preview+\r\n ServiceCategory: string, // FOCUS 0.5+\r\n ServiceName: string, // FOCUS 0.5+\r\n SkuId: string, // FOCUS 1.0-preview+\r\n SkuPriceId: string, // FOCUS 1.0-preview+\r\n SubAccountId: string, // FOCUS 0.5+\r\n SubAccountName: string, // FOCUS 0.5+\r\n SubAccountType: string, // Azure 1.0-preview(v1)+\r\n Tags: string, // FOCUS 1.0-preview+\r\n UsageAmount: decimal, // GCP Jan 2024 -- Removed Mar 2024 (UsageQuantity)\r\n UsageQuantity: decimal, // FOCUS 1.0-preview only\r\n UsageUnit: string, // FOCUS 1.0-preview only\r\n x_AccountId: string, // Azure 1.0-preview(v1)+\r\n x_AccountName: string, // Azure 1.0-preview(v1)+\r\n x_AccountOwnerId: string, // Azure 1.0-preview(v1)+\r\n x_BilledCostInUsd: decimal, // Azure 1.0-preview(v1)+\r\n x_BilledUnitPrice: decimal, // Azure 1.0-preview(v1)+\r\n x_BillingAccountId: string, // Azure 1.0-preview(v1)+\r\n x_BillingAccountName: string, // Azure 1.0-preview(v1)+\r\n x_BillingExchangeRate: decimal, // Azure 1.0-preview(v1)+\r\n x_BillingExchangeRateDate: datetime, // Azure 1.0-preview(v1)+\r\n x_BillingProfileId: string, // Azure 1.0-preview(v1)+\r\n x_BillingProfileName: string, // Azure 1.0-preview(v1)+\r\n x_ChargeId: string, // Azure 1.0-preview(v1) only\r\n x_ContractedCostInUsd: decimal, // Azure 1.0+\r\n x_Cost: decimal, // GCP Jan 2024 -- Removed Jun 2024 (ContractedCost)\r\n x_CostAllocationRuleName: string, // Azure 1.0-preview(v1)+\r\n x_CostCategories: string, // AWS 1.0 (JSON)\r\n x_CostCenter: string, // Azure 1.0-preview(v1)+\r\n x_Credits: string, // GCP Jan 2024\r\n x_CostType: string, // GCP Jan 2024\r\n x_CurrencyConversionRate: decimal, // GCP Jun 2024\r\n x_CustomerId: string, // Azure 1.0-preview(v1)+\r\n x_CustomerName: string, // Azure 1.0-preview(v1)+\r\n x_Discount: string, // AWS 1.0 (JSON)\r\n x_EffectiveCostInUsd: decimal, // Azure 1.0-preview(v1)+\r\n x_EffectiveUnitPrice: decimal, // Azure 1.0-preview(v1)+\r\n x_ExportTime: datetime, // GCP Jan 2024\r\n x_InvoiceId: string, // Azure 1.0-preview(v1)+\r\n x_InvoiceIssuerId: string, // Azure 1.0-preview(v1)+\r\n x_InvoiceSectionId: string, // Azure 1.0-preview(v1)+\r\n x_InvoiceSectionName: string, // Azure 1.0-preview(v1)+\r\n x_ListCostInUsd: decimal, // Azure 1.0-preview(v1)+\r\n x_Location: string, // GCP Jan 2024\r\n x_OnDemandCost: decimal, // Azure 1.0-preview(v1) only\r\n x_OnDemandCostInUsd: decimal, // Azure 1.0-preview(v1) only\r\n x_OnDemandUnitPrice: decimal, // Azure 1.0-preview(v1) only\r\n x_Operation: string, // AWS 1.0\r\n x_PartnerCreditApplied: string, // Azure 1.0-preview(v1)+\r\n x_PartnerCreditRate: string, // Azure 1.0-preview(v1)+\r\n x_PricingBlockSize: decimal, // Azure 1.0-preview(v1)+\r\n x_PricingCurrency: string, // Azure 1.0-preview(v1)+\r\n x_PricingSubcategory: string, // Azure 1.0-preview(v1)+\r\n x_PricingUnitDescription: string, // Azure 1.0-preview(v1)+\r\n x_Project: string, // GCP Jan 2024\r\n x_PublisherCategory: string, // Azure 1.0-preview(v1)+\r\n x_PublisherId: string, // Azure 1.0-preview(v1)+\r\n x_ResellerId: string, // Azure 1.0-preview(v1)+\r\n x_ResellerName: string, // Azure 1.0-preview(v1)+\r\n x_ResourceGroupName: string, // Azure 1.0-preview(v1)+\r\n x_ResourceType: string, // Azure 1.0-preview(v1)+\r\n x_ServiceCode: string, // AWS 1.0\r\n x_ServiceId: string, // GCP Jan 2024\r\n x_ServicePeriodEnd: datetime, // Azure 1.0-preview(v1)+\r\n x_ServicePeriodStart: datetime, // Azure 1.0-preview(v1)+\r\n x_SkuDescription: string, // Azure 1.0-preview(v1)+\r\n x_SkuDetails: string, // Azure 1.0-preview(v1)+\r\n x_SkuIsCreditEligible: bool, // Azure 1.0-preview(v1)+ \r\n x_SkuMeterCategory: string, // Azure 1.0-preview(v1)+\r\n x_SkuMeterId: string, // Azure 1.0-preview(v1)+\r\n x_SkuMeterName: string, // Azure 1.0-preview(v1)+\r\n x_SkuMeterSubcategory: string, // Azure 1.0-preview(v1)+\r\n x_SkuOfferId: string, // Azure 1.0-preview(v1)+\r\n x_SkuOrderId: string, // Azure 1.0-preview(v1)+\r\n x_SkuOrderName: string, // Azure 1.0-preview(v1)+\r\n x_SkuPartNumber: string, // Azure 1.0-preview(v1)+\r\n x_SkuRegion: string, // Azure 1.0-preview(v1)+\r\n x_SkuServiceFamily: string, // Azure 1.0-preview(v1)+\r\n x_SkuTerm: int, // Azure 1.0-preview(v1)+\r\n x_SkuTier: string, // Azure 1.0-preview(v1)+ \r\n x_SourceName: string, // Hubs add-on\r\n x_SourceProvider: string, // Hubs add-on\r\n x_SourceType: string, // Hubs add-on\r\n x_SourceVersion: string, // Hubs add-on\r\n x_UsageType: string // AWS 1.0\r\n)\r\n\r\n// Costs_raw ingestion mapping\r\n.create-or-alter table Costs_raw ingestion parquet mapping \"Costs_raw_mapping\"\r\n```\r\n[\r\n { \"Column\": \"AvailabilityZone\", \"Properties\": { \"Field\": \"AvailabilityZone\" } },\r\n { \"Column\": \"BilledCost\", \"Properties\": { \"Field\": \"BilledCost\" } },\r\n { \"Column\": \"BillingAccountId\", \"Properties\": { \"Field\": \"BillingAccountId\" } },\r\n { \"Column\": \"BillingAccountName\", \"Properties\": { \"Field\": \"BillingAccountName\" } },\r\n { \"Column\": \"BillingAccountType\", \"Properties\": { \"Field\": \"BillingAccountType\" } },\r\n { \"Column\": \"BillingCurrency\", \"Properties\": { \"Field\": \"BillingCurrency\" } },\r\n { \"Column\": \"BillingPeriodEnd\", \"Properties\": { \"Field\": \"BillingPeriodEnd\" } },\r\n { \"Column\": \"BillingPeriodStart\", \"Properties\": { \"Field\": \"BillingPeriodStart\" } },\r\n { \"Column\": \"ChargeCategory\", \"Properties\": { \"Field\": \"ChargeCategory\" } },\r\n { \"Column\": \"ChargeClass\", \"Properties\": { \"Field\": \"ChargeClass\" } },\r\n { \"Column\": \"ChargeDescription\", \"Properties\": { \"Field\": \"ChargeDescription\" } },\r\n { \"Column\": \"ChargeFrequency\", \"Properties\": { \"Field\": \"ChargeFrequency\" } },\r\n { \"Column\": \"ChargePeriodEnd\", \"Properties\": { \"Field\": \"ChargePeriodEnd\" } },\r\n { \"Column\": \"ChargePeriodStart\", \"Properties\": { \"Field\": \"ChargePeriodStart\" } },\r\n { \"Column\": \"ChargeSubcategory\", \"Properties\": { \"Field\": \"ChargeSubcategory\" } },\r\n { \"Column\": \"CommitmentDiscountCategory\", \"Properties\": { \"Field\": \"CommitmentDiscountCategory\" } },\r\n { \"Column\": \"CommitmentDiscountId\", \"Properties\": { \"Field\": \"CommitmentDiscountId\" } },\r\n { \"Column\": \"CommitmentDiscountName\", \"Properties\": { \"Field\": \"CommitmentDiscountName\" } },\r\n { \"Column\": \"CommitmentDiscountStatus\", \"Properties\": { \"Field\": \"CommitmentDiscountStatus\" } },\r\n { \"Column\": \"CommitmentDiscountType\", \"Properties\": { \"Field\": \"CommitmentDiscountType\" } },\r\n { \"Column\": \"ConsumedQuantity\", \"Properties\": { \"Field\": \"ConsumedQuantity\" } },\r\n { \"Column\": \"ConsumedUnit\", \"Properties\": { \"Field\": \"ConsumedUnit\" } },\r\n { \"Column\": \"ContractedCost\", \"Properties\": { \"Field\": \"ContractedCost\" } },\r\n { \"Column\": \"ContractedUnitPrice\", \"Properties\": { \"Field\": \"ContractedUnitPrice\" } },\r\n { \"Column\": \"EffectiveCost\", \"Properties\": { \"Field\": \"EffectiveCost\" } },\r\n { \"Column\": \"InvoiceIssuerName\", \"Properties\": { \"Field\": \"InvoiceIssuerName\" } },\r\n { \"Column\": \"ListCost\", \"Properties\": { \"Field\": \"ListCost\" } },\r\n { \"Column\": \"ListUnitPrice\", \"Properties\": { \"Field\": \"ListUnitPrice\" } },\r\n { \"Column\": \"PricingCategory\", \"Properties\": { \"Field\": \"PricingCategory\" } },\r\n { \"Column\": \"PricingQuantity\", \"Properties\": { \"Field\": \"PricingQuantity\" } },\r\n { \"Column\": \"PricingUnit\", \"Properties\": { \"Field\": \"PricingUnit\" } },\r\n { \"Column\": \"ProviderName\", \"Properties\": { \"Field\": \"ProviderName\" } },\r\n { \"Column\": \"PublisherName\", \"Properties\": { \"Field\": \"PublisherName\" } },\r\n { \"Column\": \"Region\", \"Properties\": { \"Field\": \"Region\" } },\r\n { \"Column\": \"RegionId\", \"Properties\": { \"Field\": \"RegionId\" } },\r\n { \"Column\": \"RegionName\", \"Properties\": { \"Field\": \"RegionName\" } },\r\n { \"Column\": \"ResourceId\", \"Properties\": { \"Field\": \"ResourceId\" } },\r\n { \"Column\": \"ResourceName\", \"Properties\": { \"Field\": \"ResourceName\" } },\r\n { \"Column\": \"ResourceType\", \"Properties\": { \"Field\": \"ResourceType\" } },\r\n { \"Column\": \"ServiceCategory\", \"Properties\": { \"Field\": \"ServiceCategory\" } },\r\n { \"Column\": \"ServiceName\", \"Properties\": { \"Field\": \"ServiceName\" } },\r\n { \"Column\": \"SkuId\", \"Properties\": { \"Field\": \"SkuId\" } },\r\n { \"Column\": \"SkuPriceId\", \"Properties\": { \"Field\": \"SkuPriceId\" } },\r\n { \"Column\": \"SubAccountId\", \"Properties\": { \"Field\": \"SubAccountId\" } },\r\n { \"Column\": \"SubAccountName\", \"Properties\": { \"Field\": \"SubAccountName\" } },\r\n { \"Column\": \"SubAccountType\", \"Properties\": { \"Field\": \"SubAccountType\" } },\r\n { \"Column\": \"Tags\", \"Properties\": { \"Field\": \"Tags\" } },\r\n { \"Column\": \"UsageAmount\", \"Properties\": { \"Field\": \"UsageAmount\" } },\r\n { \"Column\": \"UsageQuantity\", \"Properties\": { \"Field\": \"UsageQuantity\" } },\r\n { \"Column\": \"UsageUnit\", \"Properties\": { \"Field\": \"UsageUnit\" } },\r\n { \"Column\": \"x_AccountId\", \"Properties\": { \"Field\": \"x_AccountId\" } },\r\n { \"Column\": \"x_AccountName\", \"Properties\": { \"Field\": \"x_AccountName\" } },\r\n { \"Column\": \"x_AccountOwnerId\", \"Properties\": { \"Field\": \"x_AccountOwnerId\" } },\r\n { \"Column\": \"x_BilledCostInUsd\", \"Properties\": { \"Field\": \"x_BilledCostInUsd\" } },\r\n { \"Column\": \"x_BilledUnitPrice\", \"Properties\": { \"Field\": \"x_BilledUnitPrice\" } },\r\n { \"Column\": \"x_BillingAccountId\", \"Properties\": { \"Field\": \"x_BillingAccountId\" } },\r\n { \"Column\": \"x_BillingAccountName\", \"Properties\": { \"Field\": \"x_BillingAccountName\" } },\r\n { \"Column\": \"x_BillingExchangeRate\", \"Properties\": { \"Field\": \"x_BillingExchangeRate\" } },\r\n { \"Column\": \"x_BillingExchangeRateDate\", \"Properties\": { \"Field\": \"x_BillingExchangeRateDate\" } },\r\n { \"Column\": \"x_BillingProfileId\", \"Properties\": { \"Field\": \"x_BillingProfileId\" } },\r\n { \"Column\": \"x_BillingProfileName\", \"Properties\": { \"Field\": \"x_BillingProfileName\" } },\r\n { \"Column\": \"x_ChargeId\", \"Properties\": { \"Field\": \"x_ChargeId\" } },\r\n { \"Column\": \"x_ContractedCostInUsd\", \"Properties\": { \"Field\": \"x_ContractedCostInUsd\" } },\r\n { \"Column\": \"x_Cost\", \"Properties\": { \"Field\": \"x_Cost\" } },\r\n { \"Column\": \"x_CostAllocationRuleName\", \"Properties\": { \"Field\": \"x_CostAllocationRuleName\" } },\r\n { \"Column\": \"x_CostCategories\", \"Properties\": { \"Field\": \"x_CostCategories\" } },\r\n { \"Column\": \"x_CostCenter\", \"Properties\": { \"Field\": \"x_CostCenter\" } },\r\n { \"Column\": \"x_Credits\", \"Properties\": { \"Field\": \"x_Credits\" } },\r\n { \"Column\": \"x_CostType\", \"Properties\": { \"Field\": \"x_CostType\" } },\r\n { \"Column\": \"x_CurrencyConversionRate\", \"Properties\": { \"Field\": \"x_CurrencyConversionRate\" } },\r\n { \"Column\": \"x_CustomerId\", \"Properties\": { \"Field\": \"x_CustomerId\" } },\r\n { \"Column\": \"x_CustomerName\", \"Properties\": { \"Field\": \"x_CustomerName\" } },\r\n { \"Column\": \"x_Discount\", \"Properties\": { \"Field\": \"x_Discount\" } },\r\n { \"Column\": \"x_EffectiveCostInUsd\", \"Properties\": { \"Field\": \"x_EffectiveCostInUsd\" } },\r\n { \"Column\": \"x_EffectiveUnitPrice\", \"Properties\": { \"Field\": \"x_EffectiveUnitPrice\" } },\r\n { \"Column\": \"x_ExportTime\", \"Properties\": { \"Field\": \"x_ExportTime\" } },\r\n { \"Column\": \"x_InvoiceId\", \"Properties\": { \"Field\": \"x_InvoiceId\" } },\r\n { \"Column\": \"x_InvoiceIssuerId\", \"Properties\": { \"Field\": \"x_InvoiceIssuerId\" } },\r\n { \"Column\": \"x_InvoiceSectionId\", \"Properties\": { \"Field\": \"x_InvoiceSectionId\" } },\r\n { \"Column\": \"x_InvoiceSectionName\", \"Properties\": { \"Field\": \"x_InvoiceSectionName\" } },\r\n { \"Column\": \"x_ListCostInUsd\", \"Properties\": { \"Field\": \"x_ListCostInUsd\" } },\r\n { \"Column\": \"x_Location\", \"Properties\": { \"Field\": \"x_Location\" } },\r\n { \"Column\": \"x_OnDemandCost\", \"Properties\": { \"Field\": \"x_OnDemandCost\" } },\r\n { \"Column\": \"x_OnDemandCostInUsd\", \"Properties\": { \"Field\": \"x_OnDemandCostInUsd\" } },\r\n { \"Column\": \"x_OnDemandUnitPrice\", \"Properties\": { \"Field\": \"x_OnDemandUnitPrice\" } },\r\n { \"Column\": \"x_Operation\", \"Properties\": { \"Field\": \"x_Operation\" } },\r\n { \"Column\": \"x_PartnerCreditApplied\", \"Properties\": { \"Field\": \"x_PartnerCreditApplied\" } },\r\n { \"Column\": \"x_PartnerCreditRate\", \"Properties\": { \"Field\": \"x_PartnerCreditRate\" } },\r\n { \"Column\": \"x_PricingBlockSize\", \"Properties\": { \"Field\": \"x_PricingBlockSize\" } },\r\n { \"Column\": \"x_PricingCurrency\", \"Properties\": { \"Field\": \"x_PricingCurrency\" } },\r\n { \"Column\": \"x_PricingSubcategory\", \"Properties\": { \"Field\": \"x_PricingSubcategory\" } },\r\n { \"Column\": \"x_PricingUnitDescription\", \"Properties\": { \"Field\": \"x_PricingUnitDescription\" } },\r\n { \"Column\": \"x_Project\", \"Properties\": { \"Field\": \"x_Project\" } },\r\n { \"Column\": \"x_PublisherCategory\", \"Properties\": { \"Field\": \"x_PublisherCategory\" } },\r\n { \"Column\": \"x_PublisherId\", \"Properties\": { \"Field\": \"x_PublisherId\" } },\r\n { \"Column\": \"x_ResellerId\", \"Properties\": { \"Field\": \"x_ResellerId\" } },\r\n { \"Column\": \"x_ResellerName\", \"Properties\": { \"Field\": \"x_ResellerName\" } },\r\n { \"Column\": \"x_ResourceGroupName\", \"Properties\": { \"Field\": \"x_ResourceGroupName\" } },\r\n { \"Column\": \"x_ResourceType\", \"Properties\": { \"Field\": \"x_ResourceType\" } },\r\n { \"Column\": \"x_ServiceCode\", \"Properties\": { \"Field\": \"x_ServiceCode\" } },\r\n { \"Column\": \"x_ServiceId\", \"Properties\": { \"Field\": \"x_ServiceId\" } },\r\n { \"Column\": \"x_ServicePeriodEnd\", \"Properties\": { \"Field\": \"x_ServicePeriodEnd\" } },\r\n { \"Column\": \"x_ServicePeriodStart\", \"Properties\": { \"Field\": \"x_ServicePeriodStart\" } },\r\n { \"Column\": \"x_SkuDescription\", \"Properties\": { \"Field\": \"x_SkuDescription\" } },\r\n { \"Column\": \"x_SkuDetails\", \"Properties\": { \"Field\": \"x_SkuDetails\" } },\r\n { \"Column\": \"x_SkuIsCreditEligible\", \"Properties\": { \"Field\": \"x_SkuIsCreditEligible\" } },\r\n { \"Column\": \"x_SkuMeterCategory\", \"Properties\": { \"Field\": \"x_SkuMeterCategory\" } },\r\n { \"Column\": \"x_SkuMeterId\", \"Properties\": { \"Field\": \"x_SkuMeterId\" } },\r\n { \"Column\": \"x_SkuMeterName\", \"Properties\": { \"Field\": \"x_SkuMeterName\" } },\r\n { \"Column\": \"x_SkuMeterSubcategory\", \"Properties\": { \"Field\": \"x_SkuMeterSubcategory\" } },\r\n { \"Column\": \"x_SkuOfferId\", \"Properties\": { \"Field\": \"x_SkuOfferId\" } },\r\n { \"Column\": \"x_SkuOrderId\", \"Properties\": { \"Field\": \"x_SkuOrderId\" } },\r\n { \"Column\": \"x_SkuOrderName\", \"Properties\": { \"Field\": \"x_SkuOrderName\" } },\r\n { \"Column\": \"x_SkuPartNumber\", \"Properties\": { \"Field\": \"x_SkuPartNumber\" } },\r\n { \"Column\": \"x_SkuRegion\", \"Properties\": { \"Field\": \"x_SkuRegion\" } },\r\n { \"Column\": \"x_SkuServiceFamily\", \"Properties\": { \"Field\": \"x_SkuServiceFamily\" } },\r\n { \"Column\": \"x_SkuTerm\", \"Properties\": { \"Field\": \"x_SkuTerm\" } },\r\n { \"Column\": \"x_SkuTier\", \"Properties\": { \"Field\": \"x_SkuTier\" } },\r\n { \"Column\": \"x_SourceName\", \"Properties\": { \"Field\": \"x_SourceName\" } },\r\n { \"Column\": \"x_SourceProvider\", \"Properties\": { \"Field\": \"x_SourceProvider\" } },\r\n { \"Column\": \"x_SourceType\", \"Properties\": { \"Field\": \"x_SourceType\" } },\r\n { \"Column\": \"x_SourceVersion\", \"Properties\": { \"Field\": \"x_SourceVersion\" } },\r\n { \"Column\": \"x_UsageType\", \"Properties\": { \"Field\": \"x_UsageType\" } }\r\n]\r\n```\r\n\r\n// Costs_raw retention policy\r\n.alter-merge table Costs_raw policy retention softdelete = $$rawRetentionInDays$$d recoverability = disabled\r\n\r\n//----------------------------------------------------------------------------------------------------------------------\r\n\r\n// Costs_transform_v1_0 function\r\n.create-or-alter function\r\nwith (docstring='All costs transformed to FOCUS 1.0.', folder='Costs')\r\nCosts_transform_v1_0()\r\n{\r\n // NOTE: All open issues and questions are tracked @ https://github.com/microsoft/finops-toolkit/issues/1111\r\n Costs_raw\r\n //\r\n // Dedupe rows\r\n | extend x_IngestionTime = ingestion_time()\r\n | extend x_ChargeId = ''\r\n // TODO: Consider adding a unique charge ID per row\r\n // hash_sha256(strcat(\r\n // // DO NOT CHANGE COLUMNS OR COLUMN ORDER\r\n // // 1. Resource hierarchy (including resource name), highest to lowest\r\n // BillingAccountId,\r\n // x_InvoiceSectionId,\r\n // x_AccountOwnerId,\r\n // SubAccountId,\r\n // x_ResourceGroupName,\r\n // ResourceName,\r\n // // 2. Resource details\r\n // ResourceId,\r\n // RegionId,\r\n // Tags,\r\n // CommitmentDiscountId,\r\n // x_CostCenter,\r\n // // 4. Meter details\r\n // SkuPriceId,\r\n // x_SkuMeterId,\r\n // x_SkuPartNumber,\r\n // x_SkuOfferId,\r\n // x_SkuDetails,\r\n // // 5. Date\r\n // ChargePeriodStart\r\n // ))\r\n //\r\n // Identify data quality issues\r\n | extend x_SourceChanges = trim_end(',', strcat(\r\n iff(ChargeCategory == 'Purchase' and isnotempty(CommitmentDiscountId) and ChargeFrequency == 'Usage-Based', 'InvalidChargeFrequency,', ''),\r\n iff(ChargeCategory == 'Purchase' and isnotempty(CommitmentDiscountId) and EffectiveCost > 0, 'InvalidEffectiveCost,', ''),\r\n iff((isempty(ContractedCost) or ContractedCost == 0) and EffectiveCost != 0, 'MissingContractedCost,', ''),\r\n iff((isempty(ContractedUnitPrice) or ContractedUnitPrice == 0) and x_EffectiveUnitPrice != 0, 'MissingContractedUnitPrice,', ''),\r\n iff((isempty(ListCost) or ListCost == 0) and (ContractedCost != 0 or EffectiveCost != 0), 'MissingListCost,', ''),\r\n iff((isempty(ListUnitPrice) or ListUnitPrice == 0) and (ContractedUnitPrice != 0 or x_EffectiveUnitPrice != 0), 'MissingListUnitPrice,', ''),\r\n iff(isempty(ProviderName), 'MissingProviderName,', ''),\r\n iff(isempty(PublisherName), 'MissingPublisherName,', ''),\r\n iff(ChargeCategory == 'Purchase' and isnotempty(CommitmentDiscountId) and isempty(ResourceId), 'MissingResourceId,', ''),\r\n iff(ChargeCategory == 'Purchase' and isnotempty(CommitmentDiscountId) and isempty(ResourceName), 'MissingResourceName,', ''),\r\n iff(ChargeCategory == 'Purchase' and isnotempty(CommitmentDiscountId) and isempty(ResourceType), 'MissingResourceType,', ''),\r\n iff(BilledCost > 0 and x_BilledUnitPrice == 0, 'MissingXBilledUnitPrice,', ''),\r\n iff(ChargeCategory == 'Purchase' and isnotempty(CommitmentDiscountId) and isempty(x_ResourceType), 'MissingXResourceType,', ''),\r\n iff(PricingCategory == 'Standard' and isnotempty(CommitmentDiscountId) and ChargeCategory == 'Usage', 'PricingCategoryShouldBeCommitted,', ''),\r\n iff(x_SkuTerm == '1Year' or x_SkuTerm == '3Years' or x_SkuTerm == '5Years', 'SkuTermShouldBeAnInteger,', '')\r\n ))\r\n //\r\n // Fix columns needed in other changes\r\n | extend ProviderName = case(\r\n isnotempty(ProviderName), ProviderName,\r\n isnotempty(coalesce(x_CostCategories, x_Discount, x_Operation, x_ServiceCode, x_UsageType)), 'AWS',\r\n isnotempty(coalesce(tostring(UsageAmount), tostring(x_Cost), x_Credits, x_CostType, tostring(x_CurrencyConversionRate), tostring(x_ExportTime), x_Project, x_ServiceId)), 'GCP',\r\n isnotempty(coalesce(x_BillingProfileId, x_InvoiceSectionId)), 'Microsoft',\r\n ''\r\n )\r\n //\r\n // Identify source\r\n | extend x_SourceName = coalesce(x_SourceName, iff(isnotempty(x_BillingProfileId), 'Cost Management', ProviderName))\r\n | extend x_SourceProvider = coalesce(x_SourceProvider, ProviderName)\r\n | extend x_SourceType = coalesce(x_SourceType, iff(isnotempty(x_BillingProfileId), 'FocusCost', ''))\r\n | extend x_SourceVersion = coalesce(x_SourceVersion, case(\r\n isnotempty(coalesce(ChargeClass, CommitmentDiscountStatus, tostring(ConsumedQuantity), ConsumedUnit, tostring(ContractedCost), tostring(ContractedUnitPrice), RegionId, RegionName)), '1.0',\r\n isnotempty(coalesce(ChargeSubcategory, Region, tostring(UsageQuantity), UsageUnit)), iff(ProviderName == 'Microsoft', '1.0-preview(v1)', '1.0-preview'),\r\n ''\r\n ))\r\n // Append version check error code\r\n | extend x_SourceChanges = iff(x_SourceVersion == '1.0', x_SourceChanges,\r\n strcat(x_SourceChanges, iff(isempty(x_SourceChanges), '', ','), iff(x_SourceVersion == '', 'UnknownFocusVersion', 'LegacyFocusVersion'))\r\n )\r\n //\r\n // Populate missing prices -- mapping to on-demand prices requires meter ID and offer ID\r\n | extend tmp_MissingPrices = ProviderName == 'Microsoft'\r\n and (ListUnitPrice == 0 or ContractedUnitPrice == 0)\r\n and x_EffectiveUnitPrice != 0\r\n and not(CommitmentDiscountCategory == 'Spend' and CommitmentDiscountStatus == 'Unused')\r\n and isnotempty(strcat(x_SkuMeterId, x_SkuOfferId))\r\n | as allCosts\r\n | where tmp_MissingPrices\r\n | extend tmp_ReservationPriceLookupKey = strcat(x_BillingProfileId, substring(ChargePeriodStart, 0, 7), x_SkuMeterId, x_SkuOfferId)\r\n | as costsWithMissingPrices\r\n | join kind=leftouter (\r\n Prices_final_v1_0\r\n | extend tmp_ReservationPriceLookupKey = strcat(x_BillingProfileId, substring(x_EffectivePeriodStart, 0, 7), x_SkuMeterId, x_SkuOfferId)\r\n | where x_SkuPriceType == 'Consumption' and tmp_ReservationPriceLookupKey in ((costsWithMissingPrices | summarize by tmp_ReservationPriceLookupKey))\r\n | summarize ListUnitPrice = min(ListUnitPrice), ContractedUnitPrice = min(ContractedUnitPrice) by tmp_ReservationPriceLookupKey, x_PricingBlockSize, PricingUnit\r\n ) on tmp_ReservationPriceLookupKey\r\n // Select the best price to use for each row\r\n | extend ContractedUnitPrice = case(\r\n // If price is already correct, keep that\r\n ContractedUnitPrice != 0 or x_EffectiveUnitPrice == 0, ContractedUnitPrice,\r\n // If both prices use the same scale, use the new one\r\n PricingUnit == PricingUnit1 and x_PricingBlockSize == x_PricingBlockSize1, ContractedUnitPrice1 * x_BillingExchangeRate,\r\n // If prices are the same unit but not the same scale, use the new one but correct the scale\r\n PricingUnit == PricingUnit1 and x_PricingBlockSize != x_PricingBlockSize1 and isnotempty(x_PricingBlockSize) and isnotempty(x_PricingBlockSize1), ContractedUnitPrice1 * x_BillingExchangeRate / x_PricingBlockSize1 * x_PricingBlockSize,\r\n // If billed price is available, assume the billed price is the same as contracted price to support aggregations\r\n isnotempty(x_BilledUnitPrice) and x_BilledUnitPrice != 0, x_EffectiveUnitPrice,\r\n // Otherwise, assume the effective price is the same as contracted price to support aggregations\r\n x_EffectiveUnitPrice\r\n )\r\n | extend ListUnitPrice = case(\r\n // If price is already correct, keep that\r\n ListUnitPrice != 0 or x_EffectiveUnitPrice == 0, ListUnitPrice,\r\n // If both prices use the same scale, use the new one\r\n PricingUnit == PricingUnit1 and x_PricingBlockSize == x_PricingBlockSize1, ListUnitPrice1 * x_BillingExchangeRate,\r\n // If prices are the same unit but not the same scale, use the new one but correct the scale\r\n PricingUnit == PricingUnit1 and x_PricingBlockSize != x_PricingBlockSize1 and isnotempty(x_PricingBlockSize) and isnotempty(x_PricingBlockSize1), ListUnitPrice1 * x_BillingExchangeRate / x_PricingBlockSize1 * x_PricingBlockSize,\r\n // Otherwise, assume the contracted price is the same as list price to support aggregations\r\n ContractedUnitPrice\r\n )\r\n // Calculate missing costs based on new prices -- If cost is already correct, keep that; if not and price is available, recalculate the cost; otherwise, keep the existing cost\r\n | extend ListCost = case(ListCost != 0 or EffectiveCost == 0, ListCost, ListUnitPrice != 0, ListUnitPrice * PricingQuantity, ListCost)\r\n | extend ContractedCost = case(ContractedCost != 0 or EffectiveCost == 0, ContractedCost, ContractedUnitPrice != 0, ContractedUnitPrice * PricingQuantity, ContractedCost)\r\n // Merge the rest of the unmodified cost records and remove excess columns\r\n | union (allCosts | where not(tmp_MissingPrices))\r\n | project-away x_PricingBlockSize1, PricingUnit1, ListUnitPrice1, ContractedUnitPrice1, tmp_MissingPrices, tmp_ReservationPriceLookupKey, tmp_ReservationPriceLookupKey1\r\n //\r\n // BUG: Fix ContractedCost that has bad values\r\n | extend ContractedCost = iff(ProviderName == 'Microsoft' and isnotempty(PricingQuantity) and isnotempty(x_PricingBlockSize) and ContractedCost != ContractedUnitPrice * PricingQuantity, ContractedUnitPrice * PricingQuantity, ContractedCost)\r\n //\r\n // Handle FOCUS 1.0-preview UsageQuantity/Unit\r\n | extend ConsumedQuantity = iff(ChargeCategory == 'Usage', coalesce(ConsumedQuantity, UsageQuantity, UsageAmount), todecimal(''))\r\n | extend ConsumedUnit = iff(ChargeCategory == 'Usage' and isnotempty(ConsumedQuantity), coalesce(ConsumedUnit, UsageUnit, 'Units'), '')\r\n //\r\n // Convert IDs to lowercase for consistency\r\n | extend CommitmentDiscountId = tolower(CommitmentDiscountId)\r\n //\r\n // BUG: Remove EffectiveCost for commitment discount purchases\r\n | extend EffectiveCost = iff(ChargeCategory == 'Purchase' and isnotempty(CommitmentDiscountId), decimal(0), EffectiveCost)\r\n | extend x_EffectiveCostInUsd = iff(ChargeCategory == 'Purchase' and isnotempty(CommitmentDiscountId), decimal(0), x_EffectiveCostInUsd)\r\n //\r\n // Clean up resource columns\r\n | extend ResourceId = case(\r\n isnotempty(ResourceId), ResourceId,\r\n ChargeCategory == 'Purchase' and isnotempty(CommitmentDiscountId), CommitmentDiscountId,\r\n ResourceId)\r\n | extend tmp_ResourceDetails = parse_resourceid(ResourceId)\r\n | extend ResourceName = tolower(case(\r\n isnotempty(ResourceName), ResourceName,\r\n ChargeCategory == 'Purchase' and isnotempty(CommitmentDiscountName), CommitmentDiscountName,\r\n isnotempty(ResourceId), tmp_ResourceDetails.ResourceName,\r\n ResourceName))\r\n | extend ResourceType = case(\r\n isnotempty(ResourceType), ResourceType,\r\n isnotempty(ResourceId) and isnotempty(tmp_ResourceDetails.ResourceType), tmp_ResourceDetails.ResourceType,\r\n ChargeCategory == 'Purchase' and isnotempty(CommitmentDiscountType), CommitmentDiscountType,\r\n ResourceType)\r\n | extend x_ResourceType = case(\r\n isnotempty(x_ResourceType), x_ResourceType,\r\n isnotempty(ResourceId) and isnotempty(tmp_ResourceDetails.x_ResourceType), tmp_ResourceDetails.x_ResourceType,\r\n x_ResourceType)\r\n //\r\n // Sort columns and apply final transforms\r\n | project\r\n AvailabilityZone,\r\n BilledCost,\r\n BillingAccountId,\r\n BillingAccountName,\r\n BillingAccountType, // Azure 1.0-preview(v1)+\r\n BillingCurrency,\r\n BillingPeriodEnd,\r\n BillingPeriodStart,\r\n ChargeCategory = case(\r\n // Handle FOCUS 1.0-preview ChargeSubcategory\r\n ChargeSubcategory == 'Credit', 'Credit',\r\n ChargeSubcategory == 'Refund', 'Purchase', // We are assuming purchase refunds since we don't have data to indicate usage refunds\r\n ChargeCategory\r\n ),\r\n ChargeClass = case(ChargeSubcategory == 'Refund', 'Correction', ChargeClass),\r\n ChargeDescription,\r\n // BUG: ChargeFrequency shows \"Usage-Based\" for monthly recurring savings plan purchases\r\n ChargeFrequency = iff(ChargeCategory == 'Purchase' and isnotempty(CommitmentDiscountId) and ChargeFrequency == 'Usage-Based' and ProviderName == 'Microsoft' and x_SourceVersion startswith '1.0', 'Recurring', ChargeFrequency),\r\n ChargePeriodEnd,\r\n ChargePeriodStart,\r\n CommitmentDiscountCategory,\r\n CommitmentDiscountId,\r\n CommitmentDiscountName,\r\n CommitmentDiscountStatus = case(\r\n // Handle FOCUS 1.0-preview ChargeSubcategory\r\n ChargeSubcategory == 'Used Commitment', 'Used',\r\n ChargeSubcategory == 'Unused Commitment', 'Unused',\r\n CommitmentDiscountStatus\r\n ),\r\n CommitmentDiscountType,\r\n ConsumedQuantity,\r\n ConsumedUnit,\r\n ContractedCost = coalesce(ContractedCost, x_OnDemandCost, x_Cost),\r\n ContractedUnitPrice = coalesce(ContractedUnitPrice, x_OnDemandUnitPrice),\r\n EffectiveCost,\r\n InvoiceIssuerName,\r\n ListCost,\r\n ListUnitPrice,\r\n PricingCategory = case(\r\n // Handle FOCUS 1.0-preview PricingCategory values\r\n PricingCategory == 'On-Demand', 'Standard',\r\n PricingCategory == 'Commitment-Based', 'Committed',\r\n PricingCategory\r\n ),\r\n PricingQuantity,\r\n PricingUnit,\r\n ProviderName,\r\n // Handle missing PublisherName values\r\n PublisherName = case(PublisherName == 'Microsoft Corporation', 'Microsoft', isnotempty(PublisherName), PublisherName, x_PublisherCategory == 'Cloud Provider', ProviderName, ''),\r\n // Handle FOCUS 1.0-preview Region column\r\n RegionId = coalesce(RegionId, iff(ProviderName == 'Microsoft', replace_string(tolower(Region), ' ', ''), Region)),\r\n RegionName = coalesce(RegionName, Region),\r\n ResourceId,\r\n ResourceName,\r\n ResourceType,\r\n ServiceCategory,\r\n ServiceName,\r\n SkuId,\r\n SkuPriceId,\r\n SubAccountId,\r\n SubAccountName,\r\n SubAccountType, // Azure 1.0-preview(v1)+\r\n Tags = parse_json(Tags),\r\n x_AccountId, // Azure 1.0-preview(v1)+\r\n x_AccountName, // Azure 1.0-preview(v1)+\r\n x_AccountOwnerId, // Azure 1.0-preview(v1)+\r\n x_BilledCostInUsd, // Azure 1.0-preview(v1)+\r\n x_BilledUnitPrice, // Azure 1.0-preview(v1)+\r\n x_BillingAccountAgreement = case(\r\n ProviderName == 'Microsoft' and x_BillingAccountId == x_BillingProfileId, 'EA',\r\n ProviderName == 'Microsoft' and x_BillingAccountId != x_BillingProfileId, 'MCA',\r\n ProviderName\r\n ), // Hubs add-on\r\n x_BillingAccountId, // Azure 1.0-preview(v1)+\r\n x_BillingAccountName, // Azure 1.0-preview(v1)+\r\n x_BillingExchangeRate, // Azure 1.0-preview(v1)+\r\n x_BillingExchangeRateDate, // Azure 1.0-preview(v1)+\r\n x_BillingProfileId, // Azure 1.0-preview(v1)+\r\n x_BillingProfileName, // Azure 1.0-preview(v1)+\r\n x_ChargeId, // Azure 1.0-preview(v1) only\r\n x_ContractedCostInUsd = coalesce(x_ContractedCostInUsd, x_OnDemandCostInUsd), // Azure 1.0+\r\n x_CostAllocationRuleName, // Azure 1.0-preview(v1)+\r\n x_CostCategories = parse_json(x_CostCategories), // AWS 1.0 (JSON)\r\n x_CostCenter, // Azure 1.0-preview(v1)+\r\n x_Credits = parse_json(x_Credits), // GCP Jan 2024\r\n x_CostType, // GCP Jan 2024\r\n x_CurrencyConversionRate, // GCP Jun 2024\r\n x_CustomerId, // Azure 1.0-preview(v1)+\r\n x_CustomerName, // Azure 1.0-preview(v1)+\r\n x_Discount = parse_json(x_Discount), // AWS 1.0 (JSON)\r\n x_EffectiveCostInUsd, // Azure 1.0-preview(v1)+\r\n x_EffectiveUnitPrice, // Azure 1.0-preview(v1)+\r\n x_ExportTime, // GCP Jan 2024\r\n x_IngestionTime, // Hubs add-on\r\n x_InvoiceId, // Azure 1.0-preview(v1)+\r\n x_InvoiceIssuerId, // Azure 1.0-preview(v1)+\r\n x_InvoiceSectionId, // Azure 1.0-preview(v1)+\r\n x_InvoiceSectionName, // Azure 1.0-preview(v1)+\r\n x_ListCostInUsd, // Azure 1.0-preview(v1)+\r\n x_Location, // GCP Jan 2024\r\n x_Operation, // AWS 1.0\r\n x_PartnerCreditApplied, // Azure 1.0-preview(v1)+\r\n x_PartnerCreditRate, // Azure 1.0-preview(v1)+\r\n x_PricingBlockSize, // Azure 1.0-preview(v1)+\r\n x_PricingCurrency, // Azure 1.0-preview(v1)+\r\n x_PricingSubcategory, // Azure 1.0-preview(v1)+\r\n x_PricingUnitDescription, // Azure 1.0-preview(v1)+\r\n x_Project, // GCP Jan 2024\r\n x_PublisherCategory, // Azure 1.0-preview(v1)+\r\n x_PublisherId, // Azure 1.0-preview(v1)+\r\n x_ResellerId, // Azure 1.0-preview(v1)+\r\n x_ResellerName, // Azure 1.0-preview(v1)+\r\n x_ResourceGroupName = tolower(x_ResourceGroupName), // Azure 1.0-preview(v1)+\r\n x_ResourceType = tolower(case(\r\n isnotempty(ResourceType), ResourceType,\r\n ChargeCategory == 'Purchase' and CommitmentDiscountType == 'Reservation', '',\r\n ResourceType)), // Azure 1.0-preview(v1)+\r\n x_ServiceCode, // AWS 1.0\r\n x_ServiceId, // GCP Jan 2024\r\n x_ServicePeriodEnd, // Azure 1.0-preview(v1)+\r\n x_ServicePeriodStart, // Azure 1.0-preview(v1)+\r\n x_SkuDescription, // Azure 1.0-preview(v1)+\r\n x_SkuDetails = parse_json(x_SkuDetails), // Azure 1.0-preview(v1)+\r\n x_SkuIsCreditEligible, // Azure 1.0-preview(v1)+ \r\n x_SkuMeterCategory, // Azure 1.0-preview(v1)+\r\n x_SkuMeterId, // Azure 1.0-preview(v1)+\r\n x_SkuMeterName, // Azure 1.0-preview(v1)+\r\n x_SkuMeterSubcategory, // Azure 1.0-preview(v1)+\r\n x_SkuOfferId, // Azure 1.0-preview(v1)+\r\n x_SkuOrderId, // Azure 1.0-preview(v1)+\r\n x_SkuOrderName, // Azure 1.0-preview(v1)+\r\n x_SkuPartNumber, // Azure 1.0-preview(v1)+\r\n x_SkuRegion, // Azure 1.0-preview(v1)+\r\n x_SkuServiceFamily, // Azure 1.0-preview(v1)+\r\n x_SkuTerm, // Azure 1.0-preview(v1)+\r\n x_SkuTier, // Azure 1.0-preview(v1)+ \r\n x_SourceChanges, // Hubs add-on\r\n x_SourceName, // Hubs add-on\r\n x_SourceProvider, // Hubs add-on\r\n x_SourceType, // Hubs add-on\r\n x_SourceVersion, // Hubs add-on\r\n x_UsageType // AWS 1.0\r\n}\r\n\r\n//----------------------------------------------------------------------------------------------------------------------\r\n\r\n// Costs_final_v1_0 table\r\n.create-merge table Costs_final_v1_0 (\r\n AvailabilityZone: string,\r\n BilledCost: decimal,\r\n BillingAccountId: string,\r\n BillingAccountName: string,\r\n BillingAccountType: string, // Azure 1.0-preview(v1)+\r\n BillingCurrency: string,\r\n BillingPeriodEnd: datetime,\r\n BillingPeriodStart: datetime,\r\n ChargeCategory: string,\r\n ChargeClass: string,\r\n ChargeDescription: string,\r\n ChargeFrequency: string,\r\n ChargePeriodEnd: datetime,\r\n ChargePeriodStart: datetime,\r\n CommitmentDiscountCategory: string, // FOCUS 1.0-preview only\r\n CommitmentDiscountId: string,\r\n CommitmentDiscountName: string,\r\n CommitmentDiscountStatus: string,\r\n CommitmentDiscountType: string,\r\n ConsumedQuantity: decimal,\r\n ConsumedUnit: string,\r\n ContractedCost: decimal,\r\n ContractedUnitPrice: decimal,\r\n EffectiveCost: decimal,\r\n InvoiceIssuerName: string,\r\n ListCost: decimal,\r\n ListUnitPrice: decimal,\r\n PricingCategory: string,\r\n PricingQuantity: decimal,\r\n PricingUnit: string,\r\n ProviderName: string,\r\n PublisherName: string,\r\n RegionId: string,\r\n RegionName: string,\r\n ResourceId: string,\r\n ResourceName: string,\r\n ResourceType: string,\r\n ServiceCategory: string,\r\n ServiceName: string,\r\n SkuId: string,\r\n SkuPriceId: string,\r\n SubAccountId: string,\r\n SubAccountName: string,\r\n SubAccountType: string,\r\n Tags: dynamic,\r\n x_AccountId: string, // Azure 1.0-preview(v1)+\r\n x_AccountName: string, // Azure 1.0-preview(v1)+\r\n x_AccountOwnerId: string, // Azure 1.0-preview(v1)+\r\n x_BilledCostInUsd: decimal, // Azure 1.0-preview(v1)+\r\n x_BilledUnitPrice: decimal, // Azure 1.0-preview(v1)+\r\n x_BillingAccountAgreement: string, // Hubs add-on\r\n x_BillingAccountId: string, // Azure 1.0-preview(v1)+\r\n x_BillingAccountName: string, // Azure 1.0-preview(v1)+\r\n x_BillingExchangeRate: decimal, // Azure 1.0-preview(v1)+\r\n x_BillingExchangeRateDate: datetime, // Azure 1.0-preview(v1)+\r\n x_BillingProfileId: string, // Azure 1.0-preview(v1)+\r\n x_BillingProfileName: string, // Azure 1.0-preview(v1)+\r\n x_ChargeId: string, // Azure 1.0-preview(v1) only\r\n x_ContractedCostInUsd: decimal, // Azure 1.0+\r\n x_CostAllocationRuleName: string, // Azure 1.0-preview(v1)+\r\n x_CostCategories: dynamic, // AWS 1.0 (JSON)\r\n x_CostCenter: string, // Azure 1.0-preview(v1)+\r\n x_Credits: dynamic, // GCP Jan 2024\r\n x_CostType: string, // GCP Jan 2024\r\n x_CurrencyConversionRate: decimal, // GCP Jun 2024\r\n x_CustomerId: string, // Azure 1.0-preview(v1)+\r\n x_CustomerName: string, // Azure 1.0-preview(v1)+\r\n x_Discount: dynamic, // AWS 1.0 (JSON)\r\n x_EffectiveCostInUsd: decimal, // Azure 1.0-preview(v1)+\r\n x_EffectiveUnitPrice: decimal, // Azure 1.0-preview(v1)+\r\n x_ExportTime: datetime, // GCP Jan 2024\r\n x_IngestionTime: datetime, // Hubs add-on\r\n x_InvoiceId: string, // Azure 1.0-preview(v1)+\r\n x_InvoiceIssuerId: string, // Azure 1.0-preview(v1)+\r\n x_InvoiceSectionId: string, // Azure 1.0-preview(v1)+\r\n x_InvoiceSectionName: string, // Azure 1.0-preview(v1)+\r\n x_ListCostInUsd: decimal, // Azure 1.0-preview(v1)+\r\n x_Location: string, // GCP Jan 2024\r\n x_Operation: string, // AWS 1.0\r\n x_PartnerCreditApplied: string, // Azure 1.0-preview(v1)+\r\n x_PartnerCreditRate: string, // Azure 1.0-preview(v1)+\r\n x_PricingBlockSize: decimal, // Azure 1.0-preview(v1)+\r\n x_PricingCurrency: string, // Azure 1.0-preview(v1)+\r\n x_PricingSubcategory: string, // Azure 1.0-preview(v1)+\r\n x_PricingUnitDescription: string, // Azure 1.0-preview(v1)+\r\n x_Project: string, // GCP Jan 2024\r\n x_PublisherCategory: string, // Azure 1.0-preview(v1)+\r\n x_PublisherId: string, // Azure 1.0-preview(v1)+\r\n x_ResellerId: string, // Azure 1.0-preview(v1)+\r\n x_ResellerName: string, // Azure 1.0-preview(v1)+\r\n x_ResourceGroupName: string, // Azure 1.0-preview(v1)+\r\n x_ResourceType: string, // Azure 1.0-preview(v1)+\r\n x_ServiceCode: string, // AWS 1.0\r\n x_ServiceId: string, // GCP Jan 2024\r\n x_ServicePeriodEnd: datetime, // Azure 1.0-preview(v1)+\r\n x_ServicePeriodStart: datetime, // Azure 1.0-preview(v1)+\r\n x_SkuDescription: string, // Azure 1.0-preview(v1)+\r\n x_SkuDetails: dynamic, // Azure 1.0-preview(v1)+\r\n x_SkuIsCreditEligible: bool, // Azure 1.0-preview(v1)+ \r\n x_SkuMeterCategory: string, // Azure 1.0-preview(v1)+\r\n x_SkuMeterId: string, // Azure 1.0-preview(v1)+\r\n x_SkuMeterName: string, // Azure 1.0-preview(v1)+\r\n x_SkuMeterSubcategory: string, // Azure 1.0-preview(v1)+\r\n x_SkuOfferId: string, // Azure 1.0-preview(v1)+\r\n x_SkuOrderId: string, // Azure 1.0-preview(v1)+\r\n x_SkuOrderName: string, // Azure 1.0-preview(v1)+\r\n x_SkuPartNumber: string, // Azure 1.0-preview(v1)+\r\n x_SkuRegion: string, // Azure 1.0-preview(v1)+\r\n x_SkuServiceFamily: string, // Azure 1.0-preview(v1)+\r\n x_SkuTerm: int, // Azure 1.0-preview(v1)+\r\n x_SkuTier: string, // Azure 1.0-preview(v1)+ \r\n x_SourceChanges: string, // Hubs add-on\r\n x_SourceName: string, // Hubs add-on\r\n x_SourceProvider: string, // Hubs add-on\r\n x_SourceType: string, // Hubs add-on\r\n x_SourceVersion: string, // Hubs add-on\r\n x_UsageType: string // AWS 1.0\r\n)\r\n\r\n//----------------------------------------------------------------------------------------------------------------------\r\n\r\n// Update policy for Costs_raw -> Costs_final_v1_0 table\r\n// NOTE: Must be after transform function is defined\r\n.alter table Costs_final_v1_0 policy update\r\n```\r\n[{\r\n \"IsEnabled\": true,\r\n \"Source\": \"Costs_raw\",\r\n \"Query\": \"Costs_transform_v1_0()\",\r\n \"IsTransactional\": true,\r\n \"PropagateIngestionProperties\": true\r\n}]\r\n```\r\n\r\n\r\n//===| CommitmentDiscountUsage |========================================================================================\r\n// Supported versions:\r\n// - MS EA reservation details: 2023-03-01 -- See https://learn.microsoft.com/azure/cost-management-billing/dataset-schema/reservation-details-ea\r\n// - MS MCA reservation details: 2023-03-01 -- See https://learn.microsoft.com/azure/cost-management-billing/dataset-schema/reservation-details-mca\r\n//======================================================================================================================\r\n\r\n// CommitmentDiscountUsage_raw table\r\n.create-merge table CommitmentDiscountUsage_raw (\r\n InstanceFlexibilityGroup: string,\r\n InstanceFlexibilityRatio: decimal,\r\n InstanceId: string,\r\n Kind: string,\r\n ReservationId: string,\r\n ReservationOrderId: string,\r\n ReservedHours: decimal,\r\n SkuName: string,\r\n TotalReservedQuantity: decimal,\r\n UsageDate: datetime,\r\n UsedHours: decimal,\r\n x_SourceName: string, // Hubs add-on\r\n x_SourceProvider: string, // Hubs add-on\r\n x_SourceType: string, // Hubs add-on\r\n x_SourceVersion: string // Hubs add-on\r\n)\r\n\r\n// CommitmentDiscountUsage_raw ingestion mapping\r\n.create-or-alter table CommitmentDiscountUsage_raw ingestion parquet mapping \"CommitmentDiscountUsage_raw_mapping\"\r\n```\r\n[\r\n { \"Column\": \"InstanceFlexibilityGroup\", \"Properties\": { \"Field\": \"InstanceFlexibilityGroup\" } },\r\n { \"Column\": \"InstanceFlexibilityRatio\", \"Properties\": { \"Field\": \"InstanceFlexibilityRatio\" } },\r\n { \"Column\": \"InstanceId\", \"Properties\": { \"Field\": \"InstanceId\" } },\r\n { \"Column\": \"Kind\", \"Properties\": { \"Field\": \"Kind\" } },\r\n { \"Column\": \"ReservationId\", \"Properties\": { \"Field\": \"ReservationId\" } },\r\n { \"Column\": \"ReservationOrderId\", \"Properties\": { \"Field\": \"ReservationOrderId\" } },\r\n { \"Column\": \"ReservedHours\", \"Properties\": { \"Field\": \"ReservedHours\" } },\r\n { \"Column\": \"SkuName\", \"Properties\": { \"Field\": \"SkuName\" } },\r\n { \"Column\": \"TotalReservedQuantity\", \"Properties\": { \"Field\": \"TotalReservedQuantity\" } },\r\n { \"Column\": \"UsageDate\", \"Properties\": { \"Field\": \"UsageDate\" } },\r\n { \"Column\": \"UsedHours\", \"Properties\": { \"Field\": \"UsedHours\" } },\r\n { \"Column\": \"x_SourceName\", \"Properties\": { \"Field\": \"x_SourceName\" } },\r\n { \"Column\": \"x_SourceProvider\", \"Properties\": { \"Field\": \"x_SourceProvider\" } },\r\n { \"Column\": \"x_SourceType\", \"Properties\": { \"Field\": \"x_SourceType\" } },\r\n { \"Column\": \"x_SourceVersion\", \"Properties\": { \"Field\": \"x_SourceVersion\" } }\r\n]\r\n```\r\n\r\n// CommitmentDiscountUsage_raw retention policy\r\n.alter-merge table CommitmentDiscountUsage_raw policy retention softdelete = $$rawRetentionInDays$$d recoverability = disabled\r\n\r\n//----------------------------------------------------------------------------------------------------------------------\r\n\r\n// CommitmentDiscountUsage_transform_v1_0 function\r\n.create-or-alter function\r\nwith (docstring='All commitment discount usage transformed to FOCUS 1.0. This includes reservationdeatils_raw.', folder='Commitment discounts')\r\nCommitmentDiscountUsage_transform_v1_0()\r\n{\r\n // NOTE: All open issues and questions are tracked @ https://github.com/microsoft/finops-toolkit/issues/1111\r\n CommitmentDiscountUsage_raw\r\n //\r\n // Set ProviderName\r\n | extend ProviderName = 'Microsoft'\r\n //\r\n // Handle resource columns\r\n | extend ResourceId = tolower(InstanceId)\r\n // TODO: Switch to use parse_resourceid()\r\n | parse ResourceId with \"/subscriptions/\" SubAccountId \"/resourcegroups/\" x_ResourceGroupName \"/providers/\" tmp_ResourceProvider \"/\" tmp_ResourceProviderPath\r\n | extend segments = split(tmp_ResourceProviderPath, '/')\r\n | mv-apply element = segments on (extend index = row_number() | where index % 2 == 0 | summarize ResourceName = strcat_array(make_list(element), '/'))\r\n | mv-apply element = segments on (extend index = row_number() | where index % 2 == 1 | summarize x_ResourceType = strcat_array(make_list(element), '/'))\r\n | extend x_ResourceType = strcat(tmp_ResourceProvider, '/', x_ResourceType)\r\n | lookup kind=leftouter (ResourceTypes | distinct x_ResourceType, ResourceType = SingularDisplayName) on x_ResourceType\r\n | lookup kind=leftouter (Services | distinct x_ResourceType, ServiceName, ServiceCategory, x_ServiceModel) on x_ResourceType\r\n //\r\n // Sort columns and apply final transforms\r\n | project\r\n ChargePeriodEnd = UsageDate + 1d,\r\n ChargePeriodStart = UsageDate,\r\n CommitmentDiscountCategory = 'Usage',\r\n CommitmentDiscountId = tolower(strcat('/providers/microsoft.capacity/reservationorders/', ReservationOrderId, '/reservations/', ReservationId)),\r\n CommitmentDiscountType = 'Reservation',\r\n ConsumedQuantity = UsedHours,\r\n ProviderName,\r\n ResourceId,\r\n ResourceName,\r\n ResourceType,\r\n ServiceCategory,\r\n ServiceName,\r\n SubAccountId,\r\n x_CommitmentDiscountCommittedCount = TotalReservedQuantity,\r\n x_CommitmentDiscountCommittedAmount = ReservedHours,\r\n // TODO: Is this needed? -- x_CommitmentDiscountKind = Kind,\r\n x_CommitmentDiscountNormalizedGroup = iff(InstanceFlexibilityGroup == 'NA', '', InstanceFlexibilityGroup),\r\n x_CommitmentDiscountNormalizedRatio = InstanceFlexibilityRatio,\r\n x_CommitmentDiscountQuantity = UsedHours * InstanceFlexibilityRatio,\r\n x_IngestionTime = ingestion_time(), // Hubs add-on\r\n x_ResourceGroupName = extract('/resourcegroups/([^/]+)/', 1, ResourceId),\r\n x_ResourceType,\r\n // x_RowId = hash_sha256(strcat(\r\n // // DO NOT CHANGE COLUMNS OR COLUMN ORDER\r\n // CommitmentDiscountId,\r\n // ResourceId,\r\n // ChargePeriodStart\r\n // )),\r\n x_ServiceModel,\r\n x_SkuOrderId = ReservationOrderId,\r\n x_SkuSize = iff(SkuName == 'NA', '', SkuName),\r\n x_SourceName = coalesce(x_SourceName, iff(ProviderName == 'Microsoft', 'Cost Management', ProviderName)),\r\n x_SourceProvider = coalesce(x_SourceProvider, ProviderName),\r\n x_SourceType = coalesce(x_SourceType, iff(ProviderName == 'Microsoft', 'ReservationDetails', '')),\r\n x_SourceVersion = coalesce(x_SourceVersion, iff(ProviderName == 'Microsoft', '2024-03-01', ''))\r\n}\r\n\r\n//----------------------------------------------------------------------------------------------------------------------\r\n\r\n// CommitmentDiscountUsage_final_v1_0 table\r\n.create-merge table CommitmentDiscountUsage_final_v1_0 (\r\n ChargePeriodEnd: datetime, // Hubs add-on\r\n ChargePeriodStart: datetime, // MS 2023-03-01\r\n CommitmentDiscountCategory: string, // Hubs add-on\r\n CommitmentDiscountId: string, // MS 2023-03-01\r\n CommitmentDiscountType: string, // Hubs add-on\r\n ConsumedQuantity: decimal, // MS 2023-03-01\r\n ProviderName: string, // Hubs add-on\r\n ResourceId: string, // MS 2023-03-01\r\n ResourceName: string, // Hubs add-on\r\n ResourceType: string, // Hubs add-on\r\n ServiceCategory: string, // Hubs add-on\r\n ServiceName: string, // Hubs add-on\r\n SubAccountId: string, // Hubs add-on\r\n x_CommitmentDiscountCommittedCount: decimal, // MS 2023-03-01\r\n x_CommitmentDiscountCommittedAmount: decimal, // MS 2023-03-01\r\n x_CommitmentDiscountNormalizedGroup: string, // MS 2023-03-01\r\n x_CommitmentDiscountNormalizedRatio: decimal, // MS 2023-03-01\r\n x_CommitmentDiscountQuantity: decimal, // MS 2023-03-01\r\n x_IngestionTime: datetime, // Hubs add-on\r\n x_ResourceGroupName: string, // Hubs add-on\r\n x_ResourceType: string, // Hubs add-on\r\n x_ServiceModel: string, // Hubs add-on\r\n x_SkuOrderId: string, // MS 2023-03-01\r\n x_SkuSize: string, // MS 2023-03-01\r\n x_SourceName: string, // Hubs add-on\r\n x_SourceProvider: string, // Hubs add-on\r\n x_SourceType: string, // Hubs add-on\r\n x_SourceVersion: string // Hubs add-on\r\n)\r\n\r\n//----------------------------------------------------------------------------------------------------------------------\r\n\r\n// Update policy for CommitmentDiscountUsage_raw -> CommitmentDiscountUsage_final_v1_0 table\r\n// NOTE: Must be after transform function is defined\r\n.alter table CommitmentDiscountUsage_final_v1_0 policy update\r\n```\r\n[{\r\n \"IsEnabled\": true,\r\n \"Source\": \"CommitmentDiscountUsage_raw\",\r\n \"Query\": \"CommitmentDiscountUsage_transform_v1_0()\",\r\n \"IsTransactional\": true,\r\n \"PropagateIngestionProperties\": true\r\n}]\r\n```\r\n\r\n\r\n//===| Recommendations |================================================================================================\r\n// Supported datasets/versions:\r\n// - MS CM EA reservation recommendations: 2023-05-01 -- See https://learn.microsoft.com/en-us/azure/cost-management-billing/dataset-schema/reservation-recommendations-ea\r\n// - MS CM MCA reservation recommendations: 2023-05-01 -- See https://learn.microsoft.com/en-us/azure/cost-management-billing/dataset-schema/reservation-recommendations-mca\r\n//======================================================================================================================\r\n\r\n// Recommendations_raw table\r\n.create-merge table Recommendations_raw (\r\n CostWithNoReservedInstances: decimal, // MS CM EA resv reco 2024-05-01\r\n CostWithNoReservedInstances2: decimal, // MS CM MCA resv reco 2024-05-01 -- Renamed to remove spaces\r\n FirstUsageDate: datetime, // MS CM EA resv reco 2024-05-01\r\n FirstUsageDate2: datetime, // MS CM MCA resv reco 2024-05-01 -- Renamed to remove spaces\r\n InstanceFlexibilityGroup: string, // MS CM EA resv reco 2024-05-01\r\n InstanceFlexibilityGroup2: string, // MS CM MCA resv reco 2024-05-01 -- Renamed to remove spaces\r\n InstanceFlexibilityRatio: decimal, // MS CM EA resv reco 2024-05-01\r\n InstanceFlexibilityRatio2: decimal, // MS CM MCA resv reco 2024-05-01 -- Renamed to remove spaces\r\n Location: string, // MS CM EA+MCA resv reco 2024-05-01\r\n LookBackPeriod: string, // MS CM EA+MCA resv reco 2024-05-01\r\n MeterId: string, // MS CM EA resv reco 2024-05-01\r\n MeterID: string, // MS CM MCA resv reco 2024-05-01\r\n NetSavings: decimal, // MS CM EA resv reco 2024-05-01\r\n NetSavings2: decimal, // MS CM MCA resv reco 2024-05-01 -- Renamed to remove spaces\r\n NormalizedSize: string, // MS CM EA resv reco 2024-05-01\r\n NormalizedSize2: string, // MS CM MCA resv reco 2024-05-01 -- Renamed to remove spaces\r\n RecommendedQuantity: decimal, // MS CM EA resv reco 2024-05-01\r\n RecommendedQuantity2: decimal, // MS CM MCA resv reco 2024-05-01 -- Renamed to remove spaces\r\n RecommendedQuantityNormalized: decimal, // MS CM EA resv reco 2024-05-01\r\n RecommendedQuantityNormalized2: decimal, // MS CM MCA resv reco 2024-05-01 -- Renamed to remove spaces\r\n ResourceType: string, // MS CM EA+MCA resv reco 2024-05-01\r\n Scope: string, // MS CM EA resv reco 2024-05-01\r\n scope: string, // MS CM MCA resv reco 2024-05-01\r\n SKU: string, // MS CM EA resv reco 2024-05-01\r\n SkuName: string, // MS CM MCA resv reco 2024-05-01\r\n SkuProperties: string, // MS CM EA resv reco 2024-05-01\r\n SkuProperties2: string, // MS CM MCA resv reco 2024-05-01 -- Renamed to remove spaces\r\n SubscriptionId: string, // MS CM EA+MCA resv reco 2024-05-01\r\n Term: string, // MS CM EA+MCA resv reco 2024-05-01\r\n TotalCostWithReservedInstances: decimal, // MS CM EA resv reco 2024-05-01\r\n TotalCostWithReservedInstances2: decimal, // MS CM MCA resv reco 2024-05-01 -- Renamed to remove spaces\r\n x_SourceName: string, // Hubs add-on\r\n x_SourceProvider: string, // Hubs add-on\r\n x_SourceType: string, // Hubs add-on\r\n x_SourceVersion: string // Hubs add-on\r\n)\r\n\r\n// Recommendations_raw ingestion mapping\r\n.create-or-alter table Recommendations_raw ingestion parquet mapping \"Recommendations_raw_mapping\"\r\n```\r\n[\r\n { \"Column\": \"CostWithNoReservedInstances\", \"Properties\": { \"Field\": \"CostWithNoReservedInstances\" } },\r\n { \"Column\": \"CostWithNoReservedInstances2\", \"Properties\": { \"Field\": \"Cost With No ReservedInstances\" } },\r\n { \"Column\": \"FirstUsageDate\", \"Properties\": { \"Field\": \"FirstUsageDate\" } },\r\n { \"Column\": \"FirstUsageDate2\", \"Properties\": { \"Field\": \"First UsageDate\" } },\r\n { \"Column\": \"InstanceFlexibilityGroup\", \"Properties\": { \"Field\": \"InstanceFlexibilityGroup\" } },\r\n { \"Column\": \"InstanceFlexibilityGroup2\", \"Properties\": { \"Field\": \"Instance Flexibility Group\" } },\r\n { \"Column\": \"InstanceFlexibilityRatio\", \"Properties\": { \"Field\": \"InstanceFlexibilityRatio\" } },\r\n { \"Column\": \"InstanceFlexibilityRatio2\", \"Properties\": { \"Field\": \"Instance Flexibility Ratio\" } },\r\n { \"Column\": \"Location\", \"Properties\": { \"Field\": \"Location\" } },\r\n { \"Column\": \"LookBackPeriod\", \"Properties\": { \"Field\": \"LookBackPeriod\" } },\r\n { \"Column\": \"MeterId\", \"Properties\": { \"Field\": \"MeterId\" } },\r\n { \"Column\": \"MeterID\", \"Properties\": { \"Field\": \"MeterID\" } },\r\n { \"Column\": \"NetSavings\", \"Properties\": { \"Field\": \"NetSavings\" } },\r\n { \"Column\": \"NetSavings2\", \"Properties\": { \"Field\": \"Net Savings\" } },\r\n { \"Column\": \"NormalizedSize\", \"Properties\": { \"Field\": \"NormalizedSize\" } },\r\n { \"Column\": \"NormalizedSize2\", \"Properties\": { \"Field\": \"Normalized Size\" } },\r\n { \"Column\": \"RecommendedQuantity\", \"Properties\": { \"Field\": \"RecommendedQuantity\" } },\r\n { \"Column\": \"RecommendedQuantity2\", \"Properties\": { \"Field\": \"Recommended Quantity\" } },\r\n { \"Column\": \"RecommendedQuantityNormalized\", \"Properties\": { \"Field\": \"RecommendedQuantityNormalized\" } },\r\n { \"Column\": \"RecommendedQuantityNormalized2\", \"Properties\": { \"Field\": \"Recommended Quantity Normalized\" } },\r\n { \"Column\": \"ResourceType\", \"Properties\": { \"Field\": \"ResourceType\" } },\r\n { \"Column\": \"Scope\", \"Properties\": { \"Field\": \"Scope\" } },\r\n { \"Column\": \"scope\", \"Properties\": { \"Field\": \"scope\" } },\r\n { \"Column\": \"SKU\", \"Properties\": { \"Field\": \"SKU\" } },\r\n { \"Column\": \"SkuName\", \"Properties\": { \"Field\": \"SkuName\" } },\r\n { \"Column\": \"SkuProperties\", \"Properties\": { \"Field\": \"SkuProperties\" } },\r\n { \"Column\": \"SkuProperties2\", \"Properties\": { \"Field\": \"Sku Properties\" } },\r\n { \"Column\": \"SubscriptionId\", \"Properties\": { \"Field\": \"SubscriptionId\" } },\r\n { \"Column\": \"Term\", \"Properties\": { \"Field\": \"Term\" } },\r\n { \"Column\": \"TotalCostWithReservedInstances\", \"Properties\": { \"Field\": \"TotalCostWithReservedInstances\" } },\r\n { \"Column\": \"TotalCostWithReservedInstances2\", \"Properties\": { \"Field\": \"Total Cost With ReservedInstances\" } },\r\n { \"Column\": \"x_SourceName\", \"Properties\": { \"Field\": \"x_SourceName\" } },\r\n { \"Column\": \"x_SourceProvider\", \"Properties\": { \"Field\": \"x_SourceProvider\" } },\r\n { \"Column\": \"x_SourceType\", \"Properties\": { \"Field\": \"x_SourceType\" } },\r\n { \"Column\": \"x_SourceVersion\", \"Properties\": { \"Field\": \"x_SourceVersion\" } }\r\n]\r\n```\r\n\r\n// Recommendations_raw retention policy\r\n.alter-merge table Recommendations_raw policy retention softdelete = $$rawRetentionInDays$$d recoverability = disabled\r\n\r\n//----------------------------------------------------------------------------------------------------------------------\r\n\r\n// Recommendations_transform_v1_0 function\r\n.create-or-alter function\r\nwith (docstring='All recommendations transformed to FOCUS 1.0.', folder='Recommendations')\r\nRecommendations_transform_v1_0()\r\n{\r\n // NOTE: All open issues and questions are tracked @ https://github.com/microsoft/finops-toolkit/issues/1111\r\n let isoMonths = (duration: string) {\r\n let number = toint(replace_regex(duration, @'[PMY]', ''));\r\n toint(case(\r\n duration == '', toint(''),\r\n duration endswith \"Y\", number * 12,\r\n duration endswith \"M\", number,\r\n -1\r\n ))\r\n };\r\n Recommendations_raw\r\n //\r\n // Set ProviderName\r\n | extend ProviderName = 'Microsoft'\r\n //\r\n // Set source columns\r\n | extend x_SourceName = coalesce(x_SourceName, iff(ProviderName == 'Microsoft', 'Cost Management', ProviderName))\r\n | extend x_SourceProvider = coalesce(x_SourceProvider, ProviderName)\r\n | extend x_SourceType = coalesce(x_SourceType, iff(ProviderName == 'Microsoft', 'ReservationRecommendations', ''))\r\n | extend x_SourceVersion = coalesce(x_SourceVersion, iff(ProviderName == 'Microsoft', '2023-05-01', ''))\r\n //\r\n // Handle duplicated columns with spaces\r\n | extend CostWithNoReservedInstances = coalesce(CostWithNoReservedInstances, CostWithNoReservedInstances2)\r\n | extend FirstUsageDate = coalesce(FirstUsageDate, FirstUsageDate2)\r\n | extend InstanceFlexibilityGroup = coalesce(InstanceFlexibilityGroup, InstanceFlexibilityGroup2)\r\n | extend InstanceFlexibilityRatio = coalesce(InstanceFlexibilityRatio, InstanceFlexibilityRatio2)\r\n | extend NetSavings = coalesce(NetSavings, NetSavings2)\r\n | extend NormalizedSize = coalesce(NormalizedSize, NormalizedSize2)\r\n | extend RecommendedQuantity = coalesce(RecommendedQuantity, RecommendedQuantity2)\r\n | extend RecommendedQuantityNormalized = coalesce(RecommendedQuantityNormalized, RecommendedQuantityNormalized2)\r\n | extend SkuProperties = coalesce(SkuProperties, SkuProperties2)\r\n | extend TotalCostWithReservedInstances = coalesce(TotalCostWithReservedInstances, TotalCostWithReservedInstances2)\r\n //\r\n // Build recommendation details\r\n | lookup kind=leftouter (database('Ingestion').Regions | distinct Location = RegionId, RegionName) on Location\r\n | extend x_RecommendationDetails = case(\r\n x_SourceType == 'ReservationRecommendations', bag_pack(\r\n 'CommitmentDiscountNormalizedGroup', InstanceFlexibilityGroup,\r\n 'CommitmentDiscountNormalizedRatio', InstanceFlexibilityRatio,\r\n 'CommitmentDiscountNormalizedSize', NormalizedSize,\r\n 'CommitmentDiscountResourceType', ResourceType,\r\n 'CommitmentDiscountScope', coalesce(Scope, scope),\r\n 'LookbackPeriodDuration', case(\r\n LookBackPeriod matches regex @'^Last([0-9]+)Days$', replace_regex(LookBackPeriod, @'^Last([0-9]+)Days$', @'P\\1D'),\r\n ''\r\n ),\r\n 'LookbackPeriodStart', FirstUsageDate,\r\n 'RecommendedQuantity', RecommendedQuantity,\r\n 'RecommendedQuantityNormalized', RecommendedQuantityNormalized,\r\n 'RegionId', Location,\r\n 'RegionName', RegionName,\r\n 'SkuMeterId', coalesce(MeterId, MeterID),\r\n 'SkuPriceDetails', SkuProperties,\r\n 'SkuSize', coalesce(SKU, SkuName),\r\n 'SkuTerm', isoMonths(Term)\r\n ),\r\n dynamic({})\r\n )\r\n //\r\n // Sort columns and apply final transforms\r\n | project\r\n ProviderName,\r\n SubAccountId = iff(isnotempty(SubscriptionId), strcat('/subscriptions/', SubscriptionId), ''),\r\n x_IngestionTime = ingestion_time(),\r\n x_EffectiveCostAfter = TotalCostWithReservedInstances,\r\n x_EffectiveCostBefore = CostWithNoReservedInstances,\r\n x_EffectiveCostSavings = NetSavings,\r\n x_RecommendationDate = FirstUsageDate + (toint(extract(@'^Last([0-9]+)Days$', 1, LookBackPeriod)) * 1d),\r\n x_RecommendationDetails,\r\n x_SourceName,\r\n x_SourceProvider,\r\n x_SourceType,\r\n x_SourceVersion\r\n}\r\n\r\n//----------------------------------------------------------------------------------------------------------------------\r\n\r\n// Recommendations_final_v1_0 table\r\n.create-merge table Recommendations_final_v1_0 (\r\n ProviderName: string,\r\n SubAccountId: string,\r\n x_IngestionTime: datetime,\r\n x_EffectiveCostAfter: decimal,\r\n x_EffectiveCostBefore: decimal,\r\n x_EffectiveCostSavings: decimal,\r\n x_RecommendationDate: datetime,\r\n x_RecommendationDetails: dynamic,\r\n x_SourceName: string,\r\n x_SourceProvider: string,\r\n x_SourceType: string,\r\n x_SourceVersion: string\r\n)\r\n\r\n//----------------------------------------------------------------------------------------------------------------------\r\n\r\n// Update policy for Recommendations_raw -> Recommendations_final_v1_0 table\r\n// NOTE: Must be after transform function is defined\r\n.alter table Recommendations_final_v1_0 policy update\r\n```\r\n[{\r\n \"IsEnabled\": true,\r\n \"Source\": \"Recommendations_raw\",\r\n \"Query\": \"Recommendations_transform_v1_0()\",\r\n \"IsTransactional\": true,\r\n \"PropagateIngestionProperties\": true\r\n}]\r\n```\r\n\r\n\r\n//===| Transactions |===================================================================================================\r\n// Supported versions:\r\n// - MS CM EA reservation transactions: 2023-05-01 -- See https://learn.microsoft.com/en-us/azure/cost-management-billing/dataset-schema/reservation-transactions-ea\r\n// - MS CM MCA reservation transactions: 2023-05-01 -- See https://learn.microsoft.com/en-us/azure/cost-management-billing/dataset-schema/reservation-transactions-mca\r\n//======================================================================================================================\r\n\r\n// Transactions_raw table\r\n.create-merge table Transactions_raw (\r\n AccountName: string, // MS CM EA resv trans 2023-05-01\r\n AccountOwnerEmail: string, // MS CM EA resv trans 2023-05-01\r\n Amount: decimal, // MS CM EA+MCA resv trans 2023-05-01\r\n ArmSkuName: string, // MS CM EA+MCA resv trans 2023-05-01\r\n BillingFrequency: string, // MS CM EA+MCA resv trans 2023-05-01\r\n BillingMonth: string, // MS CM EA resv trans 2023-05-01\r\n BillingProfileId: string, // MS CM MCA resv trans 2023-05-01\r\n BillingProfileName: string, // MS CM MCA resv trans 2023-05-01\r\n CostCenter: string, // MS CM EA resv trans 2023-05-01\r\n Currency: string, // MS CM EA+MCA resv trans 2023-05-01\r\n CurrentEnrollmentId: string, // MS CM EA resv trans 2023-05-01\r\n DepartmentName: string, // MS CM EA resv trans 2023-05-01\r\n Description: string, // MS CM EA+MCA resv trans 2023-05-01\r\n EventDate: datetime, // MS CM EA+MCA resv trans 2023-05-01\r\n EventType: string, // MS CM EA+MCA resv trans 2023-05-01\r\n Invoice: string, // MS CM EA+MCA resv trans 2023-05-01\r\n InvoiceId: string, // MS CM EA+MCA resv trans 2023-05-01\r\n InvoiceSectionId: string, // MS CM MCA resv trans 2023-05-01\r\n InvoiceSectionName: string, // MS CM MCA resv trans 2023-05-01\r\n MonetaryCommitment: decimal, // MS CM EA resv trans 2023-05-01\r\n Overage: decimal, // MS CM EA resv trans 2023-05-01\r\n PurchasingEnrollment: string, // MS CM EA resv trans 2023-05-01\r\n PurchasingSubscriptionGuid: string, // MS CM EA+MCA resv trans 2023-05-01\r\n PurchasingSubscriptionName: string, // MS CM EA+MCA resv trans 2023-05-01\r\n Quantity: decimal, // MS CM EA+MCA resv trans 2023-05-01\r\n Region: string, // MS CM EA+MCA resv trans 2023-05-01\r\n ReservationOrderId: string, // MS CM EA+MCA resv trans 2023-05-01\r\n ReservationOrderName: string, // MS CM EA+MCA resv trans 2023-05-01\r\n Term: string, // MS CM EA+MCA resv trans 2023-05-01\r\n x_SourceName: string, // Hubs add-on\r\n x_SourceProvider: string, // Hubs add-on\r\n x_SourceType: string, // Hubs add-on\r\n x_SourceVersion: string // Hubs add-on\r\n)\r\n\r\n// Transactions_raw ingestion mapping\r\n.create-or-alter table Transactions_raw ingestion parquet mapping \"Transactions_raw_mapping\"\r\n```\r\n[\r\n { \"Column\": \"AccountName\", \"Properties\": { \"Field\": \"AccountName\" } },\r\n { \"Column\": \"AccountOwnerEmail\", \"Properties\": { \"Field\": \"AccountOwnerEmail\" } },\r\n { \"Column\": \"Amount\", \"Properties\": { \"Field\": \"Amount\" } },\r\n { \"Column\": \"ArmSkuName\", \"Properties\": { \"Field\": \"ArmSkuName\" } },\r\n { \"Column\": \"BillingFrequency\", \"Properties\": { \"Field\": \"BillingFrequency\" } },\r\n { \"Column\": \"BillingMonth\", \"Properties\": { \"Field\": \"BillingMonth\" } },\r\n { \"Column\": \"BillingProfileId\", \"Properties\": { \"Field\": \"BillingProfileId\" } },\r\n { \"Column\": \"BillingProfileName\", \"Properties\": { \"Field\": \"BillingProfileName\" } },\r\n { \"Column\": \"CostCenter\", \"Properties\": { \"Field\": \"CostCenter\" } },\r\n { \"Column\": \"Currency\", \"Properties\": { \"Field\": \"Currency\" } },\r\n { \"Column\": \"CurrentEnrollmentId\", \"Properties\": { \"Field\": \"CurrentEnrollmentId\" } },\r\n { \"Column\": \"DepartmentName\", \"Properties\": { \"Field\": \"DepartmentName\" } },\r\n { \"Column\": \"Description\", \"Properties\": { \"Field\": \"Description\" } },\r\n { \"Column\": \"EventDate\", \"Properties\": { \"Field\": \"EventDate\" } },\r\n { \"Column\": \"EventType\", \"Properties\": { \"Field\": \"EventType\" } },\r\n { \"Column\": \"Invoice\", \"Properties\": { \"Field\": \"Invoice\" } },\r\n { \"Column\": \"InvoiceId\", \"Properties\": { \"Field\": \"InvoiceId\" } },\r\n { \"Column\": \"InvoiceSectionId\", \"Properties\": { \"Field\": \"InvoiceSectionId\" } },\r\n { \"Column\": \"InvoiceSectionName\", \"Properties\": { \"Field\": \"InvoiceSectionName\" } },\r\n { \"Column\": \"MonetaryCommitment\", \"Properties\": { \"Field\": \"MonetaryCommitment\" } },\r\n { \"Column\": \"Overage\", \"Properties\": { \"Field\": \"Overage\" } },\r\n { \"Column\": \"PurchasingEnrollment\", \"Properties\": { \"Field\": \"PurchasingEnrollment\" } },\r\n { \"Column\": \"PurchasingSubscriptionGuid\", \"Properties\": { \"Field\": \"PurchasingSubscriptionGuid\" } },\r\n { \"Column\": \"PurchasingSubscriptionName\", \"Properties\": { \"Field\": \"PurchasingSubscriptionName\" } },\r\n { \"Column\": \"Quantity\", \"Properties\": { \"Field\": \"Quantity\" } },\r\n { \"Column\": \"Region\", \"Properties\": { \"Field\": \"Region\" } },\r\n { \"Column\": \"ReservationOrderId\", \"Properties\": { \"Field\": \"ReservationOrderId\" } },\r\n { \"Column\": \"ReservationOrderName\", \"Properties\": { \"Field\": \"ReservationOrderName\" } },\r\n { \"Column\": \"Term\", \"Properties\": { \"Field\": \"Term\" } },\r\n { \"Column\": \"x_SourceName\", \"Properties\": { \"Field\": \"x_SourceName\" } },\r\n { \"Column\": \"x_SourceProvider\", \"Properties\": { \"Field\": \"x_SourceProvider\" } },\r\n { \"Column\": \"x_SourceType\", \"Properties\": { \"Field\": \"x_SourceType\" } },\r\n { \"Column\": \"x_SourceVersion\", \"Properties\": { \"Field\": \"x_SourceVersion\" } }\r\n]\r\n```\r\n\r\n// Transactions_raw retention policy\r\n.alter-merge table Transactions_raw policy retention softdelete = $$rawRetentionInDays$$d recoverability = disabled\r\n\r\n//----------------------------------------------------------------------------------------------------------------------\r\n\r\n// Transactions_transform_v1_0 function\r\n.create-or-alter function\r\nwith (docstring='All transactions transformed to FOCUS 1.0.', folder='Transactions')\r\nTransactions_transform_v1_0()\r\n{\r\n // NOTE: All open issues and questions are tracked @ https://github.com/microsoft/finops-toolkit/issues/1111\r\n let isoMonths = (duration: string) {\r\n let number = toint(replace_regex(duration, @'[PMY]', ''));\r\n toint(case(\r\n duration == '', toint(''),\r\n duration endswith \"Y\", number * 12,\r\n duration endswith \"M\", number,\r\n -1\r\n ))\r\n };\r\n Transactions_raw\r\n //\r\n // Set ProviderName\r\n | extend ProviderName = 'Microsoft'\r\n //\r\n // Set source columns\r\n | extend x_SourceName = coalesce(x_SourceName, iff(ProviderName == 'Microsoft', 'Cost Management', ProviderName))\r\n | extend x_SourceProvider = coalesce(x_SourceProvider, ProviderName)\r\n | extend x_SourceType = coalesce(x_SourceType, iff(ProviderName == 'Microsoft', 'ReservationTransactions', ''))\r\n | extend x_SourceVersion = coalesce(x_SourceVersion, iff(ProviderName == 'Microsoft', '2023-05-01', ''))\r\n //\r\n // Handle BillingPeriodStart/End\r\n | extend BillingMonth = tostring(BillingMonth)\r\n | extend BillingPeriodStart = iff(isempty(BillingMonth), datetime(null), todatetime(strcat(substring(BillingMonth, 0, 4), \"-\", substring(BillingMonth, 4, 2), \"-\", substring(BillingMonth, 6, 2))))\r\n | extend BillingPeriodEnd = iff(isempty(BillingMonth), datetime(null), startofmonth(endofmonth(BillingPeriodStart) + 1d))\r\n //\r\n // Sort columns and apply final transforms\r\n | project\r\n BilledCost = Amount,\r\n BillingAccountId = case(\r\n BillingProfileId startswith '/', BillingProfileId,\r\n isnotempty(CurrentEnrollmentId), strcat('/providers/Microsoft.Billing/billingAccounts/', CurrentEnrollmentId),\r\n isnotempty(BillingProfileId), strcat('/providers/Microsoft.Billing/billingProfiles/', BillingProfileId),\r\n ''\r\n ),\r\n BillingAccountName = coalesce(BillingProfileName, CurrentEnrollmentId),\r\n BillingCurrency = Currency,\r\n BillingPeriodEnd,\r\n BillingPeriodStart,\r\n ChargeCategory = case(\r\n EventType in ('Cancel', 'Purchase', 'Refund'), 'Purchase',\r\n 'Adjustment'\r\n ),\r\n ChargeClass = case(\r\n EventType == 'Cancel', 'Cancel', // FOCUS does not handle this scenario\r\n EventType == 'Refund', 'Correction',\r\n ''\r\n ),\r\n ChargeDescription = Description,\r\n ChargeFrequency = case(\r\n BillingFrequency == 'OneTime', 'One-Time',\r\n BillingFrequency == 'Recurring', 'Recurring',\r\n BillingFrequency\r\n ),\r\n ChargePeriodStart = EventDate,\r\n PricingQuantity = Quantity,\r\n PricingUnit = 'Reservations',\r\n ProviderName,\r\n RegionId = Region,\r\n RegionName = Region,\r\n SubAccountId = iff(isempty(PurchasingSubscriptionGuid), '', strcat('/subscriptions/', PurchasingSubscriptionGuid)),\r\n SubAccountName = iff(isempty(PurchasingSubscriptionGuid), '', PurchasingSubscriptionName),\r\n x_AccountName = AccountName,\r\n x_AccountOwnerId = AccountOwnerEmail,\r\n x_CostCenter = CostCenter,\r\n x_InvoiceId = InvoiceId,\r\n x_InvoiceNumber = Invoice,\r\n x_InvoiceSectionId = InvoiceSectionId,\r\n x_InvoiceSectionName = coalesce(InvoiceSectionName, DepartmentName),\r\n x_IngestionTime = ingestion_time(),\r\n x_MonetaryCommitment = MonetaryCommitment,\r\n x_Overage = Overage,\r\n x_PurchasingBillingAccountId = PurchasingEnrollment,\r\n x_SkuOrderId = ReservationOrderId,\r\n x_SkuOrderName = ReservationOrderName,\r\n x_SkuSize = ArmSkuName,\r\n x_SkuTerm = isoMonths(Term),\r\n x_SourceName,\r\n x_SourceProvider,\r\n x_SourceType,\r\n x_SourceVersion,\r\n x_SubscriptionId = PurchasingSubscriptionGuid,\r\n x_TransactionType = EventType\r\n}\r\n\r\n//----------------------------------------------------------------------------------------------------------------------\r\n\r\n// Transactions_final_v1_0 table\r\n.create-merge table Transactions_final_v1_0 (\r\n BilledCost: decimal, // MS CM EA+MCA 2023-05-01\r\n BillingAccountId: string, // MS CM EA+MCA 2023-05-01\r\n BillingAccountName: string, // MS CM EA+MCA 2023-05-01\r\n BillingCurrency: string, // MS CM EA+MCA 2023-05-01\r\n BillingPeriodEnd: datetime, // MS CM EA+MCA 2023-05-01\r\n BillingPeriodStart: datetime, // MS CM EA+MCA 2023-05-01\r\n ChargeCategory: string, // Hubs add-on\r\n ChargeClass: string, // Hubs add-on\r\n ChargeDescription: string, // MS CM EA+MCA 2023-05-01\r\n ChargeFrequency: string, // MS CM EA+MCA 2023-05-01\r\n ChargePeriodStart: datetime, // MS CM EA+MCA 2023-05-01\r\n PricingQuantity: decimal, // MS CM EA+MCA 2023-05-01\r\n PricingUnit: string, // Hubs add-on\r\n ProviderName: string, // Hubs add-on\r\n RegionId: string, // MS CM EA+MCA 2023-05-01\r\n RegionName: string, // MS CM EA+MCA 2023-05-01\r\n SubAccountId: string, // MS CM EA+MCA 2023-05-01\r\n SubAccountName: string, // MS CM EA+MCA 2023-05-01\r\n x_AccountName: string, // MS CM EA 2023-05-01\r\n x_AccountOwnerId: string, // MS CM EA 2023-05-01\r\n x_CostCenter: string, // MS CM EA 2023-05-01\r\n x_InvoiceId: string, // MS CM MCA 2023-05-01\r\n x_InvoiceNumber: string, // MS CM MCA 2023-05-01\r\n x_InvoiceSectionId: string, // MS CM MCA 2023-05-01\r\n x_InvoiceSectionName: string, // MS CM MCA 2023-05-01\r\n x_IngestionTime: datetime, // Hubs add-on\r\n x_MonetaryCommitment: decimal, // MS CM EA 2023-05-01\r\n x_Overage: decimal, // MS CM EA 2023-05-01\r\n x_PurchasingBillingAccountId: string, // MS CM EA 2023-05-01\r\n x_SkuOrderId: string, // MS CM EA+MCA 2023-05-01\r\n x_SkuOrderName: string, // MS CM EA+MCA 2023-05-01\r\n x_SkuSize: string, // MS CM EA+MCA 2023-05-01\r\n x_SkuTerm: int, // MS CM EA+MCA 2023-05-01\r\n x_SourceName: string, // Hubs add-on\r\n x_SourceProvider: string, // Hubs add-on\r\n x_SourceType: string, // Hubs add-on\r\n x_SourceVersion: string, // Hubs add-on\r\n x_SubscriptionId: string, // MS CM EA+MCA 2023-05-01\r\n x_TransactionType: string // MS CM EA+MCA 2023-05-01\r\n)\r\n\r\n//----------------------------------------------------------------------------------------------------------------------\r\n\r\n// Update policy for Transactions_raw -> Transactions_final_v1_0 table\r\n// NOTE: Must be after transform function is defined\r\n.alter table Transactions_final_v1_0 policy update\r\n```\r\n[{\r\n \"IsEnabled\": true,\r\n \"Source\": \"Transactions_raw\",\r\n \"Query\": \"Transactions_transform_v1_0()\",\r\n \"IsTransactional\": true,\r\n \"PropagateIngestionProperties\": true\r\n}]\r\n```\r\n", - "$fxv#3": "//======================================================================================================================\r\n// Common utility functions\r\n//\r\n// TIP: Use Ctrl+K,Ctrl+0 to collapse all regions in VS Code\r\n//======================================================================================================================\r\n\r\n\r\n//===| Date functions |=================================================================================================\r\n\r\n// daterange\r\n.create-or-alter function \r\nwith (docstring = @'Converts 2 dates into a simple, user-friendly date range (e.g. Jan 1-Jan 3)', folder =@'Common') \r\ndaterange(start: datetime, end: datetime = datetime('0001-01-01'))\r\n{\r\n let month = (d: datetime) { let mo = toint(substring(d, 5, 2)) - 1; dynamic(['Jan','Feb','Mar','Apr','May','Jun','Jul','Aug','Sep','Oct','Nov','Dec'])[mo] };\r\n let day = (d: datetime) { toint(substring(d, 8, 2)) };\r\n let endDate = iff(end == datetime('0001-01-01'), start, end);\r\n let sameDay = startofday(start) == startofday(endDate);\r\n let sameMonth = startofmonth(start) == startofmonth(endDate);\r\n strcat(month(start), ' ', day(start), iff(sameDay, '', strcat('-', iff(sameMonth, '', strcat(month(endDate), ' ')), day(endDate))))\r\n}\r\n\r\n// monthsago\r\n.create-or-alter function \r\nwith (docstring = 'Gets the date that is the specified number of months ago', folder = 'Common')\r\nmonthsago(months: int)\r\n{\r\n datetime_add('month', -months, startofmonth(now()))\r\n}\r\n\r\n\r\n//===| Number comparisons |=============================================================================================\r\n// NOTE: Must be defined before string converters\r\n\r\n// delta\r\n.create-or-alter function \r\nwith (docstring = @'Compares 2 values and returns the percentage change from oldval to newval', folder =@'Common') \r\ndelta(oldval: double, newval: double)\r\n{\r\n (newval - todouble(oldval))/oldval\r\n}\r\n\r\n// percentOfTotal\r\n// NOTE: Must be before percent() function\r\n.create-or-alter function \r\nwith (docstring = @'Calculates the percentage of each record based on a required Count column', folder =@'Common') \r\npercentOfTotal(t: (Count: long), tot: long)\r\n{\r\n let total = todouble(tot);\r\n t \r\n | extend Percent = round(Count / total * 100, 3) \r\n | order by Count desc\r\n}\r\n\r\n// percent\r\n.create-or-alter function \r\nwith (docstring = @'Calculates the percentage of each record based on a required Count column', folder =@'Common') \r\npercent(t: (Count: long))\r\n{\r\n let total = todouble(toscalar(t | summarize sum(Count)));\r\n percentOfTotal(t, total)\r\n}\r\n\r\n// plusminus\r\n.create-or-alter function \r\nwith (docstring = 'Shows a +/- sign based on the direction of the number', folder = 'Common')\r\nplusminus(val: string)\r\n{\r\n let neg = substring(val, 0, 1) == '-';\r\n iff(neg, val, strcat('+', val))\r\n}\r\n\r\n// updown\r\n.create-or-alter function \r\nwith (docstring = 'Shows an up/down arrow based on the direction of the number', folder = 'Common')\r\nupdown(val: string)\r\n{\r\n let neg = substring(val, 0, 1) == '-';\r\n iff(neg, strcat('↓', substring(val, 1)), strcat('↑', val))\r\n}\r\n\r\n\r\n//===| String comparisons |=============================================================================================\r\n\r\n// percentstring\r\n// NOTE: Must be defined before deltastring\r\n.create-or-alter function \r\nwith (docstring = 'Calculate a percentage and render as a string', folder = 'Common')\r\npercentstring(num: double, total: double = 1.0, places: int = 9)\r\n{\r\n let value = 1.0 * num / total * 100;\r\n strcat(case(\r\n places != 9, round(value, places),\r\n value < 10, round(value, 2),\r\n round(value, 1)\r\n ), '%')\r\n}\r\n\r\n//----------------------------------------------------------------------------------------------------------------------\r\n\r\n// arraystring\r\n.create-or-alter function \r\nwith (docstring = 'Convert an array to a comma-delimited string', folder = 'Common')\r\narraystring(arr: dynamic)\r\n{\r\n replace_string(replace_regex(replace_regex(replace_regex(replace_regex(replace_regex(\r\n tostring(arr)\r\n , @'^\\[\"', '')\r\n , @'\"\\]$', '')\r\n , @'^, ', '')\r\n , @', $', '')\r\n , @'^\\[]$', '')\r\n , '\",\"', ', ')\r\n}\r\n\r\n// deltastring\r\n.create-or-alter function \r\nwith (docstring = 'Calculate a delta percentage and render as a string', folder = 'Common')\r\ndeltastring(oldval: double, newval: double, places: int = 1, useArrows: bool = false)\r\n{\r\n let d = delta(oldval, newval);\r\n strcat(case(useArrows and d > 0, '↑', useArrows and d < 0, '↓', d < 0, '-', ''), percentstring(abs(d), 1, places))\r\n}\r\n\r\n// diffstring\r\n.create-or-alter function \r\nwith (docstring = 'Calculate the difference and render as a string', folder = 'Common')\r\ndiffstring(oldval: double, newval: double, places: int = 1)\r\n{\r\n plusminus(round(newval - oldval, places))\r\n}\r\n\r\n// numberstring\r\n.create-or-alter function \r\nwith (docstring = 'Convert a number to a string', folder = 'Common')\r\nnumberstring(num: long, abbrev: bool = true)\r\n{\r\n case(\r\n num >= 10000000000000, strcat(round(1.0 * num / 1000000000000, 1), 'T'),\r\n num >= 1000000000000, strcat(round(1.0 * num / 1000000000000, 2), 'T'),\r\n num >= 10000000000, strcat(round(1.0 * num / 1000000000, 1), 'B'),\r\n num >= 1000000000, strcat(round(1.0 * num / 1000000000, 2), 'B'),\r\n num >= 10000000, strcat(round(1.0 * num / 1000000, 1), 'M'),\r\n num >= 1000000, strcat(round(1.0 * num / 1000000, 2), 'M'),\r\n num >= 10000, strcat(round(1.0 * num / 1000, 1), 'K'),\r\n // Kusto doesn't support back-refs yet -- num > 1000, replace_regex(tostring(num), @'(\\d)(?=(\\d{3})+\\.)', @'\\1,'), // See https://docs.microsoft.com/en-us/azure/data-explorer/kusto/query/re2-library\r\n num > 1000, replace_regex(tostring(num), @'([0-9]{3})$', @',\\1'), //num / 1000, ',', substring(tostring(num), 0) - (num / 1000 * 1000)),\r\n tostring(num))\r\n}\r\n\r\n\r\n//===| Other |==========================================================================================================\r\n\r\n// ifempty\r\n.create-or-alter function \r\nwith (docstring = 'Replaces an empty value with the specified default value', folder = 'Common')\r\nifempty(val: dynamic, defaultVal: dynamic)\r\n{\r\n iff(isempty(val), defaultVal, val)\r\n}\r\n", - "$fxv#4": "//======================================================================================================================\r\n// Hub database\r\n// Used for querying and reporting.\r\n//\r\n// Versioning strategy:\r\n// - Each dataset includes a function that returns the latest version of the data (e.g., \"Costs()\").\r\n// - Every supported version of FOCUS should have a corresponding function (e.g., \"Costs_v1_0\").\r\n// - Each versioned function unions data from versioned tables in the Ingestion database and transforms it to that FOCUS version for back compat.\r\n// - Consumers should use the unversioned function for the latest and the versioned functions for back compat.\r\n//\r\n// To add a new FOCUS versions:\r\n// 1. Add new FOCUS version section after the latest version section and before existing version sections\r\n// 2. Create new *_vX_Y functions per dataset that transforms older data to the new FOCUS version\r\n// 3. Update the unversioned functions to use the new *_vX_Y functions\r\n// 4. Update older versioned functions to also pull from the new *_vX_Y functions and transform to the old schema\r\n//======================================================================================================================\r\n\r\n// For allowed commands, see https://learn.microsoft.com/azure/data-explorer/database-script\r\n\r\n\r\n//======================================================================================================================\r\n// FOCUS 1.0\r\n//======================================================================================================================\r\n\r\n// CommitmentDiscountUsage_final_v1_0\r\n.create-or-alter function\r\nwith (docstring = 'Gets all commitment discount usage records aligned to FOCUS 1.0.', folder = 'CommitmentDiscountUsage')\r\nCommitmentDiscountUsage_v1_0()\r\n{\r\n database('Ingestion').CommitmentDiscountUsage_final_v1_0\r\n}\r\n\r\n\r\n// Costs_final_v1_0\r\n.create-or-alter function\r\nwith (docstring = 'Gets all cost and usage records aligned to FOCUS 1.0.', folder = 'Costs')\r\nCosts_v1_0()\r\n{\r\n database('Ingestion').Costs_final_v1_0\r\n}\r\n\r\n\r\n// Prices_final_v1_0\r\n.create-or-alter function\r\nwith (docstring = 'Gets all prices aligned to FOCUS 1.0.', folder = 'Prices')\r\nPrices_v1_0()\r\n{\r\n database('Ingestion').Prices_final_v1_0\r\n}\r\n\r\n\r\n// Recommendations_final_v1_0\r\n.create-or-alter function\r\nwith (docstring = 'Gets all recommendations aligned to FOCUS 1.0.', folder = 'Recommendations')\r\nRecommendations_v1_0()\r\n{\r\n database('Ingestion').Recommendations_final_v1_0\r\n}\r\n\r\n\r\n// Transactions_final_v1_0\r\n.create-or-alter function\r\nwith (docstring = 'Gets all transactions aligned to FOCUS 1.0.', folder = 'Transactions')\r\nTransactions_v1_0()\r\n{\r\n database('Ingestion').Transactions_final_v1_0\r\n}\r\n\r\n\r\n//======================================================================================================================\r\n// Latest FOCUS version\r\n//======================================================================================================================\r\n\r\n.create-or-alter function\r\nwith (docstring = 'Gets all commitment discount usage records with the latest supported version of the FOCUS schema.', folder = 'CommitmentDiscountUsage')\r\nCommitmentDiscountUsage()\r\n{\r\n CommitmentDiscountUsage_v1_0()\r\n}\r\n\r\n\r\n.create-or-alter function\r\nwith (docstring = 'Gets all cost and usage records with the latest supported version of the FOCUS schema.', folder = 'Costs')\r\nCosts()\r\n{\r\n Costs_v1_0()\r\n}\r\n\r\n\r\n.create-or-alter function\r\nwith (docstring = 'Gets all prices with the latest supported version of the FOCUS schema.', folder = 'Prices')\r\nPrices()\r\n{\r\n Prices_v1_0()\r\n}\r\n\r\n\r\n.create-or-alter function\r\nwith (docstring = 'Gets all recommendations with the latest supported version of the FOCUS schema.', folder = 'Recommendations')\r\nRecommendations()\r\n{\r\n Recommendations_v1_0()\r\n}\r\n\r\n\r\n.create-or-alter function\r\nwith (docstring = 'Gets all transactions with the latest supported version of the FOCUS schema.', folder = 'Transactions')\r\nTransactions()\r\n{\r\n Transactions_v1_0()\r\n}\r\n", + "$fxv#0": "0.8", + "$fxv#1": "// Copyright (c) Microsoft Corporation.\r\n// Licensed under the MIT License.\r\n\r\n.create-or-alter function \r\nwith (docstring = 'Return details about the specified ID.', folder = 'OpenData/Internal')\r\n_resource_type_1(id: string) {\r\n dynamic({\r\n \"arizeai.observabilityeval/organizations\": { \"SingularDisplayName\": \"Azure Native ArizeAi Cloud Service\" }\r\n ,\"astronomer.astro/organizations\": { \"SingularDisplayName\": \"Astro organization\" }\r\n ,\"citrix.services/xenappessentials\": { \"SingularDisplayName\": \"Citrix Virtual Apps Essentials\" }\r\n ,\"citrix.services/xendesktopessentials\": { \"SingularDisplayName\": \"Citrix Virtual Desktops Essentials\" }\r\n ,\"dell.storage/filesystems\": { \"SingularDisplayName\": \"Dell APEX File Storage, An Azure Native Service\" }\r\n ,\"dynatrace.observability/monitors\": { \"SingularDisplayName\": \"Dynatrace\" }\r\n ,\"github.network/networksettings\": { \"SingularDisplayName\": \"GitHub.Network network setting\" }\r\n ,\"informatica.datamanagement/organizations\": { \"SingularDisplayName\": \"Informatica Organization\" }\r\n ,\"lambdatest.hyperexecute/organizations\": { \"SingularDisplayName\": \"Azure Native LambdaTest Cloud Service\" }\r\n ,\"microsoft.aad/domainservices\": { \"SingularDisplayName\": \"Microsoft Entra Domain Services\" }\r\n ,\"microsoft.aadiam/diagnosticsettings\": { \"SingularDisplayName\": \"Microsoft.aadiam diagnostic setting\" }\r\n ,\"microsoft.aadiam/privatelinkforazuread\": { \"SingularDisplayName\": \"Private Link for Microsoft Entra ID\" }\r\n ,\"microsoft.advisor/advisorscore\": { \"SingularDisplayName\": \"Microsoft.Advisor advisor score\" }\r\n ,\"microsoft.advisor/configurations\": { \"SingularDisplayName\": \"Microsoft.Advisor configuration\" }\r\n ,\"microsoft.advisor/generaterecommendations\": { \"SingularDisplayName\": \"Microsoft.Advisor generate recommendation\" }\r\n ,\"microsoft.advisor/metadata\": { \"SingularDisplayName\": \"Microsoft.Advisor metadata\" }\r\n ,\"microsoft.advisor/recommendations\": { \"SingularDisplayName\": \"Microsoft.Advisor recommendation\" }\r\n ,\"microsoft.advisor/recommendations/suppressions\": { \"SingularDisplayName\": \"Microsoft.Advisor recommendations suppression\" }\r\n ,\"microsoft.agfoodplatform/farmbeats\": { \"SingularDisplayName\": \"Azure Data Manager for Agriculture\" }\r\n ,\"microsoft.agfoodplatform/farmbeatsextensiondefinitions\": { \"SingularDisplayName\": \"Microsoft.AgFoodPlatform farm beats extension definition\" }\r\n ,\"microsoft.agfoodplatform/farmbeatssolutiondefinitions\": { \"SingularDisplayName\": \"Microsoft.AgFoodPlatform farm beats solution definition\" }\r\n ,\"microsoft.agricultureplatform/agriservices\": { \"SingularDisplayName\": \"Microsoft.AgriculturePlatform agri service\" }\r\n ,\"microsoft.akshybrid/agentpools\": { \"SingularDisplayName\": \"Microsoft.AksHybrid agent pool\" }\r\n ,\"microsoft.akshybrid/provisionedclusters\": { \"SingularDisplayName\": \"Microsoft.AksHybrid provisioned cluster\" }\r\n ,\"microsoft.akshybrid/upgradeprofiles\": { \"SingularDisplayName\": \"Microsoft.AksHybrid upgrade profile\" }\r\n ,\"microsoft.alertsmanagement/actionrules\": { \"SingularDisplayName\": \"Alert processing rule\" }\r\n ,\"microsoft.alertsmanagement/alerts\": { \"SingularDisplayName\": \"Microsoft.AlertsManagement alert\" }\r\n ,\"microsoft.alertsmanagement/alerts/enrichments\": { \"SingularDisplayName\": \"Microsoft.AlertsManagement alerts enrichment\" }\r\n ,\"microsoft.alertsmanagement/prometheusrulegroups\": { \"SingularDisplayName\": \"Prometheus rule group\" }\r\n ,\"microsoft.alertsmanagement/smartdetectoralertrules\": { \"SingularDisplayName\": \"Smart detector alert rule\" }\r\n ,\"microsoft.alertsmanagement/smartgroups\": { \"SingularDisplayName\": \"Microsoft.AlertsManagement smart group\" }\r\n ,\"microsoft.alertsmanagement/tenantactivitylogalerts\": { \"SingularDisplayName\": \"Microsoft.AlertsManagement tenant activity log alert\" }\r\n ,\"microsoft.all/arcvirtualmachines\": { \"SingularDisplayName\": \"Azure Arc virtual machine\" }\r\n ,\"microsoft.all/hcivirtualmachines\": { \"SingularDisplayName\": \"Azure Stack HCI Virtual Machine - Azure Arc\" }\r\n ,\"microsoft.all/virtualmachines\": { \"SingularDisplayName\": \"Virtual machine\" }\r\n ,\"microsoft.analysisservices/servers\": { \"SingularDisplayName\": \"Analysis Services server\" }\r\n ,\"microsoft.anybuild/clusters\": { \"SingularDisplayName\": \"AnyBuild cluster\" }\r\n ,\"microsoft.apicenter/deletedservices\": { \"SingularDisplayName\": \"Microsoft.ApiCenter deleted service\" }\r\n ,\"microsoft.apicenter/services\": { 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,\"microsoft.compute/availabilitysets\": { \"SingularDisplayName\": \"Availability set\" }\r\n ,\"microsoft.compute/capacityreservationgroups\": { \"SingularDisplayName\": \"Capacity Reservation Group\" }\r\n ,\"microsoft.compute/capacityreservationgroups/capacityreservations\": { \"SingularDisplayName\": \"Capacity reservation\" }\r\n ,\"microsoft.compute/capacityreservationgroupscomputehub\": { \"SingularDisplayName\": \"Capacity Reservation Group\" }\r\n ,\"microsoft.compute/cloudservices\": { \"SingularDisplayName\": \"Cloud service (extended support)\" }\r\n ,\"microsoft.compute/computefleetinstances\": { \"SingularDisplayName\": \"Instance\" }\r\n ,\"microsoft.compute/diskaccesses\": { \"SingularDisplayName\": \"Disk Access\" }\r\n ,\"microsoft.compute/diskencryptionsets\": { \"SingularDisplayName\": \"Disk Encryption Set\" }\r\n ,\"microsoft.compute/disks\": { \"SingularDisplayName\": \"Disk\" }\r\n ,\"microsoft.compute/galleries\": { \"SingularDisplayName\": \"Azure compute gallery\" }\r\n ,\"microsoft.compute/galleries/applications\": { \"SingularDisplayName\": \"VM application definition\" }\r\n ,\"microsoft.compute/galleries/applications/versions\": { \"SingularDisplayName\": \"VM application version\" }\r\n ,\"microsoft.compute/galleries/images\": { \"SingularDisplayName\": \"VM image definition\" }\r\n ,\"microsoft.compute/galleries/images/versions\": { \"SingularDisplayName\": \"VM image version\" }\r\n ,\"microsoft.compute/galleries/imagescomputehub\": { \"SingularDisplayName\": \"VM image definition\" }\r\n ,\"microsoft.compute/hostgroups\": { \"SingularDisplayName\": \"Host group\" }\r\n ,\"microsoft.compute/hostgroups/hosts\": { \"SingularDisplayName\": \"Host\" }\r\n ,\"microsoft.compute/hostgroupscomputehub\": { \"SingularDisplayName\": \"Host group\" }\r\n ,\"microsoft.compute/images\": { \"SingularDisplayName\": \"Image\" }\r\n ,\"microsoft.compute/imagescomputehub\": { \"SingularDisplayName\": \"Image\" }\r\n ,\"microsoft.compute/locations/communitygalleries/images\": { \"SingularDisplayName\": \"Community image\" }\r\n ,\"microsoft.compute/locations/communitygalleries/imagescomputehub\": { \"SingularDisplayName\": \"Community image\" }\r\n ,\"microsoft.compute/proximityplacementgroups\": { \"SingularDisplayName\": \"Proximity placement group\" }\r\n ,\"microsoft.compute/proximityplacementgroupscomputehub\": { \"SingularDisplayName\": \"Proximity placement group\" }\r\n ,\"microsoft.compute/restorepointcollections\": { \"SingularDisplayName\": \"Restore Point Collection\" }\r\n })[tolower(id)]\r\n}\r\n", + "$fxv#2": "// Copyright (c) Microsoft Corporation.\r\n// Licensed under the MIT License.\r\n\r\n.create-or-alter function \r\nwith (docstring = 'Return details about the specified ID.', folder = 'OpenData/Internal')\r\n_resource_type_2(id: string) {\r\n dynamic({\r\n \"microsoft.compute/restorepointcollections/restorepoints\": { \"SingularDisplayName\": \"Restore Point\" }\r\n ,\"microsoft.compute/snapshots\": { \"SingularDisplayName\": \"Snapshot\" }\r\n ,\"microsoft.compute/sshpublickeys\": { \"SingularDisplayName\": \"SSH key\" }\r\n ,\"microsoft.compute/standbypoolinstance\": { \"SingularDisplayName\": \"Standby pool\" }\r\n ,\"microsoft.compute/virtualmachinecomputehub\": { \"SingularDisplayName\": \"Virtual machine\" }\r\n ,\"microsoft.compute/virtualmachineflexinstances\": { \"SingularDisplayName\": \"Instance\" }\r\n ,\"microsoft.compute/virtualmachines\": { \"SingularDisplayName\": \"Virtual machine\" }\r\n ,\"microsoft.compute/virtualmachines/providers/guestconfigurationassignments\": { \"SingularDisplayName\": \"Guest Assignment\" }\r\n ,\"microsoft.compute/virtualmachinescalesets\": { \"SingularDisplayName\": \"Virtual machine scale set\" }\r\n ,\"microsoft.compute/virtualmachinescalesets/providers/guestconfigurationassignments\": { \"SingularDisplayName\": \"Guest Assignment\" }\r\n ,\"microsoft.compute/virtualmachinescalesets/virtualmachines\": { \"SingularDisplayName\": \"Virtual machine scale set instance\" }\r\n ,\"microsoft.compute/virtualmachinescalesets/virtualmachines/networkinterfaces/ipconfigurations/publicipaddresses\": { \"SingularDisplayName\": \"Public IP address\" }\r\n ,\"microsoft.computehub/advisorcost\": { \"SingularDisplayName\": \"Recommendations\" }\r\n ,\"microsoft.computehub/advisoroperationalexcellence\": { \"SingularDisplayName\": \"Recommendations\" }\r\n ,\"microsoft.computehub/advisorperformance\": { \"SingularDisplayName\": \"Recommendations\" }\r\n ,\"microsoft.computehub/advisorreliability\": { \"SingularDisplayName\": \"Recommendations\" }\r\n ,\"microsoft.computehub/advisorsecurity\": { \"SingularDisplayName\": \"Recommendations\" }\r\n ,\"microsoft.computehub/all\": { \"SingularDisplayName\": \"All resources\" }\r\n ,\"microsoft.computehub/backup\": { \"SingularDisplayName\": \"Backup job\" }\r\n ,\"microsoft.computehub/computehubmain\": { \"SingularDisplayName\": \"Compute infrastructure\" }\r\n ,\"microsoft.computehub/healthevents\": { \"SingularDisplayName\": \"Health events\" }\r\n ,\"microsoft.computehub/linuxostype\": { \"SingularDisplayName\": \"Linux OS\" }\r\n ,\"microsoft.computehub/microsoftdefenderfreetrialsubscription\": { \"SingularDisplayName\": \"Microsoft defender\" }\r\n ,\"microsoft.computehub/microsoftdefenderstandardsubscription\": { \"SingularDisplayName\": \"Microsoft defender\" }\r\n ,\"microsoft.computehub/outages\": { \"SingularDisplayName\": \"Outages\" }\r\n ,\"microsoft.computehub/powerstatedeallocated\": { \"SingularDisplayName\": \"Power states\" }\r\n ,\"microsoft.computehub/powerstaterunning\": { \"SingularDisplayName\": \"Power states\" }\r\n ,\"microsoft.computehub/powerstatestopped\": { \"SingularDisplayName\": \"Power states\" }\r\n ,\"microsoft.computehub/provisioningstatefailedresources\": { \"SingularDisplayName\": \"Provisioning states\" }\r\n ,\"microsoft.computehub/provisioningstatesucceededresources\": { \"SingularDisplayName\": \"Provisioning states\" }\r\n ,\"microsoft.computehub/windowsostype\": { \"SingularDisplayName\": \"Windows OS\" }\r\n ,\"microsoft.computeschedule/autoactions\": { \"SingularDisplayName\": \"Microsoft.ComputeSchedule auto action\" }\r\n ,\"microsoft.computeschedule/autoactions/occurrences\": { \"SingularDisplayName\": \"Microsoft.ComputeSchedule auto actions occurrence\" }\r\n ,\"microsoft.confidentialledger/ledgers\": { \"SingularDisplayName\": \"Confidential Ledger\" }\r\n ,\"microsoft.confidentialledger/managedccfs\": { \"SingularDisplayName\": \"Managed CCF App\" }\r\n ,\"microsoft.confluent/agreements\": { \"SingularDisplayName\": \"Microsoft.Confluent agreement\" }\r\n ,\"microsoft.confluent/organizations\": { \"SingularDisplayName\": \"Confluent organization\" }\r\n ,\"microsoft.connectedcache/cachenodes\": { \"SingularDisplayName\": \"Connected Cache for ISP (early preview)\" }\r\n ,\"microsoft.connectedcache/enterprisecustomers\": { \"SingularDisplayName\": \"Connected Cache for Enterprise & Education (early preview)\" }\r\n ,\"microsoft.connectedcache/enterprisemcccustomers\": { \"SingularDisplayName\": \"Connected Cache for Enterprise & Education\" }\r\n ,\"microsoft.connectedcache/enterprisemcccustomers/enterprisemcccachenodes\": { \"SingularDisplayName\": \"MCC CacheNode for Enterprise\" }\r\n ,\"microsoft.connectedcache/ispcustomers\": { \"SingularDisplayName\": \"Connected Cache for ISP\" }\r\n ,\"microsoft.connectedcredentials/credentials\": { \"SingularDisplayName\": \"Microsoft.ConnectedCredentials credential\" }\r\n ,\"microsoft.connectedvehicle/platformaccounts\": { \"SingularDisplayName\": \"Microsoft.ConnectedVehicle platform account\" }\r\n ,\"microsoft.connectedvmwarevsphere/clusters\": { \"SingularDisplayName\": \"Microsoft.ConnectedVMwarevSphere cluster\" }\r\n ,\"microsoft.connectedvmwarevsphere/datastores\": { \"SingularDisplayName\": \"Microsoft.ConnectedVMwarevSphere datastore\" }\r\n ,\"microsoft.connectedvmwarevsphere/hosts\": { \"SingularDisplayName\": \"Microsoft.ConnectedVMwarevSphere host\" }\r\n ,\"microsoft.connectedvmwarevsphere/resourcepools\": { \"SingularDisplayName\": \"Microsoft.ConnectedVMwarevSphere resource pool\" }\r\n ,\"microsoft.connectedvmwarevsphere/vcenters\": { \"SingularDisplayName\": \"VMware vCenter\" }\r\n ,\"microsoft.connectedvmwarevsphere/virtualmachineinstances\": { \"SingularDisplayName\": \"Microsoft.ConnectedVMwarevSphere virtual machine instance\" }\r\n ,\"microsoft.connectedvmwarevsphere/virtualmachineinstances/guestagents\": { \"SingularDisplayName\": \"Microsoft.ConnectedVMwarevSphere virtual machine instances guest agent\" }\r\n ,\"microsoft.connectedvmwarevsphere/virtualmachineinstances/hybrididentitymetadata\": { \"SingularDisplayName\": \"Microsoft.ConnectedVMwarevSphere virtual machine instances hybrid identity metadata\" }\r\n ,\"microsoft.connectedvmwarevsphere/virtualmachines\": { \"SingularDisplayName\": \"VMware + AVS virtual machine\" }\r\n ,\"microsoft.connectedvmwarevsphere/virtualmachines/providers/guestconfigurationassignments\": { \"SingularDisplayName\": \"Guest Assignment\" }\r\n ,\"microsoft.connectedvmwarevsphere/virtualmachinetemplates\": { \"SingularDisplayName\": \"Microsoft.ConnectedVMwarevSphere virtual machine template\" }\r\n ,\"microsoft.connectedvmwarevsphere/virtualnetworks\": { \"SingularDisplayName\": \"Microsoft.ConnectedVMwarevSphere virtual network\" }\r\n ,\"microsoft.consumption/budgets\": { \"SingularDisplayName\": \"Microsoft.Consumption budget\" }\r\n ,\"microsoft.consumption/credits\": { \"SingularDisplayName\": \"Microsoft.Consumption credit\" }\r\n ,\"microsoft.consumption/pricesheets\": { \"SingularDisplayName\": \"Microsoft.Consumption pricesheet\" }\r\n ,\"microsoft.containerinstance/containergroupprofiles\": { \"SingularDisplayName\": \"Microsoft.ContainerInstance container group profile\" }\r\n ,\"microsoft.containerinstance/containergroupprofiles/revisions\": { \"SingularDisplayName\": \"Microsoft.ContainerInstance container group profiles revision\" }\r\n ,\"microsoft.containerinstance/containergroups\": { \"SingularDisplayName\": \"Container instances\" }\r\n ,\"microsoft.containerinstance/ngroups\": { \"SingularDisplayName\": \"Microsoft.ContainerInstance ngroup\" }\r\n ,\"microsoft.containerregistry/registries\": { \"SingularDisplayName\": \"Container registry\" }\r\n ,\"microsoft.containerregistry/registries/replications\": { \"SingularDisplayName\": \"Container registry replication\" }\r\n ,\"microsoft.containerregistry/registries/scopemaps\": { \"SingularDisplayName\": \"Container registry scope map\" }\r\n ,\"microsoft.containerregistry/registries/tokens\": { \"SingularDisplayName\": \"Container registry token\" }\r\n ,\"microsoft.containerregistry/registries/webhooks\": { \"SingularDisplayName\": \"Container registry webhook\" }\r\n ,\"microsoft.containerservice/fleets\": { \"SingularDisplayName\": \"Kubernetes fleet manager\" }\r\n ,\"microsoft.containerservice/managedclusters\": { \"SingularDisplayName\": \"Kubernetes service\" }\r\n ,\"microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/extensions\": { \"SingularDisplayName\": \"Kubernetes service extension\" }\r\n ,\"microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/fluxconfigurations\": { \"SingularDisplayName\": \"GitOps configuration\" }\r\n ,\"microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/namespaces\": { \"SingularDisplayName\": \"Kubernetes namespace\" }\r\n ,\"microsoft.containerservice/managedclustersnapshots\": { \"SingularDisplayName\": \"Microsoft.ContainerService managedclustersnapshot\" }\r\n ,\"microsoft.containerservice/snapshots\": { \"SingularDisplayName\": \"Microsoft.ContainerService snapshot\" }\r\n ,\"microsoft.containerstorage/pools\": { \"SingularDisplayName\": \"Container storage\" }\r\n ,\"microsoft.contoso/clusters\": { \"SingularDisplayName\": \"Microsoft.Contoso cluster\" }\r\n ,\"microsoft.contoso/employees\": { \"SingularDisplayName\": \"Microsoft.Contoso employee\" }\r\n ,\"microsoft.contoso/employees/desks\": { \"SingularDisplayName\": \"Microsoft.Contoso employees desk\" }\r\n ,\"microsoft.contoso/employees/nestedresourcetype\": { \"SingularDisplayName\": \"Microsoft.Contoso employees nested resource type\" }\r\n ,\"microsoft.contoso/employees/privateendpointconnections\": { \"SingularDisplayName\": \"Microsoft.Contoso employees private endpoint connection\" }\r\n ,\"microsoft.contoso/employees/privatelinkresources\": { \"SingularDisplayName\": \"Microsoft.Contoso employees private link resource\" }\r\n ,\"microsoft.contoso/extensionresourcetype\": { \"SingularDisplayName\": \"Microsoft.Contoso extension resource type\" }\r\n ,\"microsoft.costmanagement/alerts\": { \"SingularDisplayName\": \"Microsoft.CostManagement alert\" }\r\n ,\"microsoft.costmanagement/budgets\": { \"SingularDisplayName\": \"Microsoft.CostManagement budget\" }\r\n ,\"microsoft.costmanagement/cloudconnectors\": { \"SingularDisplayName\": \"Microsoft.CostManagement cloud connector\" }\r\n ,\"microsoft.costmanagement/connectors\": { \"SingularDisplayName\": \"Microsoft.CostManagement connector\" }\r\n ,\"microsoft.costmanagement/costallocationrules\": { \"SingularDisplayName\": \"Microsoft.CostManagement cost allocation rule\" }\r\n ,\"microsoft.costmanagement/costdetailsoperationresults\": { \"SingularDisplayName\": \"Microsoft.CostManagement cost details operation result\" }\r\n ,\"microsoft.costmanagement/exports\": { \"SingularDisplayName\": \"Microsoft.CostManagement export\" }\r\n ,\"microsoft.costmanagement/externalbillingaccounts\": { \"SingularDisplayName\": \"Microsoft.CostManagement external billing account\" }\r\n ,\"microsoft.costmanagement/externalsubscriptions\": { \"SingularDisplayName\": \"Microsoft.CostManagement external subscription\" }\r\n ,\"microsoft.costmanagement/markuprules\": { \"SingularDisplayName\": \"Microsoft.CostManagement markup rule\" }\r\n ,\"microsoft.costmanagement/operationstatus\": { \"SingularDisplayName\": \"Microsoft.CostManagement operation statu\" }\r\n ,\"microsoft.costmanagement/reportconfigs\": { \"SingularDisplayName\": \"Microsoft.CostManagement reportconfig\" }\r\n ,\"microsoft.costmanagement/reports\": { \"SingularDisplayName\": \"Microsoft.CostManagement report\" }\r\n ,\"microsoft.costmanagement/scheduledactions\": { \"SingularDisplayName\": \"Microsoft.CostManagement scheduled action\" }\r\n ,\"microsoft.costmanagement/settings\": { \"SingularDisplayName\": \"Microsoft.CostManagement setting\" }\r\n ,\"microsoft.costmanagement/views\": { \"SingularDisplayName\": \"Microsoft.CostManagement view\" }\r\n ,\"microsoft.customerlockbox/requests\": { \"SingularDisplayName\": \"Microsoft.CustomerLockbox request\" }\r\n ,\"microsoft.customerlockbox/tenantoptedin\": { \"SingularDisplayName\": \"Microsoft.CustomerLockbox tenant opted in\" }\r\n ,\"microsoft.customproviders/associations\": { \"SingularDisplayName\": \"Microsoft.CustomProviders association\" }\r\n ,\"microsoft.customproviders/resourceproviders\": { \"SingularDisplayName\": \"Microsoft.CustomProviders resource provider\" }\r\n ,\"microsoft.dashboard/grafana\": { \"SingularDisplayName\": \"Azure Managed Grafana\" }\r\n ,\"microsoft.dataaccelerator/indexclusters\": { \"SingularDisplayName\": \"Microsoft.DataAccelerator index cluster\" }\r\n ,\"microsoft.databasefleetmanager/fleets\": { \"SingularDisplayName\": \"Database fleet manager\" }\r\n ,\"microsoft.databasefleetmanager/fleets/fleetspaces\": { \"SingularDisplayName\": \"Fleetspaces\" }\r\n ,\"microsoft.databasefleetmanager/fleets/fleetspaces/databases\": { \"SingularDisplayName\": \"Fleet Managed Database\" }\r\n ,\"microsoft.databasefleetmanager/fleets/tiers\": { \"SingularDisplayName\": \"tier\" }\r\n ,\"microsoft.databasewatcher/watchers\": { \"SingularDisplayName\": \"Database watcher\" }\r\n ,\"microsoft.databox/jobs\": { \"SingularDisplayName\": \"Azure Data Box\" }\r\n ,\"microsoft.databoxedge/databoxedgedevices\": { \"SingularDisplayName\": \"Azure Stack Edge / Data Box Gateway\" }\r\n ,\"microsoft.databricks/accessconnectors\": { \"SingularDisplayName\": \"Access Connector for Azure Databricks\" }\r\n ,\"microsoft.databricks/workspaces\": { \"SingularDisplayName\": \"Azure Databricks Service\" }\r\n ,\"microsoft.datacatalog/catalogs\": { \"SingularDisplayName\": \"Data Catalog\" }\r\n ,\"microsoft.datacollaboration/workspaces\": { \"SingularDisplayName\": \"Project CI\" }\r\n ,\"microsoft.datadog/agreements\": { \"SingularDisplayName\": \"Microsoft.Datadog agreement\" }\r\n ,\"microsoft.datadog/monitors\": { \"SingularDisplayName\": \"Datadog\" }\r\n ,\"microsoft.datadog/subscriptionstatuses\": { \"SingularDisplayName\": \"Microsoft.Datadog subscription statuse\" }\r\n ,\"microsoft.datafactory/datafactories\": { \"SingularDisplayName\": \"Data factory\" }\r\n ,\"microsoft.datafactory/factories\": { \"SingularDisplayName\": \"Data factory (V2)\" }\r\n ,\"microsoft.datafactory/factories/pipelines\": { \"SingularDisplayName\": \"Data Factory pipeline\" }\r\n ,\"microsoft.datafactory/factories/triggers\": { \"SingularDisplayName\": \"Data Factory trigger\" }\r\n ,\"microsoft.datalakeanalytics/accounts\": { \"SingularDisplayName\": \"Data Lake Analytics account\" }\r\n ,\"microsoft.datalakestore/accounts\": { \"SingularDisplayName\": \"Data Lake Storage Gen1\" }\r\n ,\"microsoft.datamigration/databasemigrations\": { \"SingularDisplayName\": \"Microsoft.DataMigration database migration\" }\r\n ,\"microsoft.datamigration/migrationservices\": { \"SingularDisplayName\": \"Microsoft.DataMigration migration service\" }\r\n ,\"microsoft.datamigration/services\": { \"SingularDisplayName\": \"Azure Database Migration Service (classic)\" }\r\n ,\"microsoft.datamigration/services/projects\": { \"SingularDisplayName\": \"Azure Database Migration Project\" }\r\n ,\"microsoft.datamigration/sqlmigrationservices\": { \"SingularDisplayName\": \"Azure Database Migration Service\" }\r\n ,\"microsoft.dataprotection/backupvaults\": { \"SingularDisplayName\": \"Backup vault\" }\r\n ,\"microsoft.dataprotection/resourceguards\": { \"SingularDisplayName\": \"Resource Guard\" }\r\n ,\"microsoft.datareplication/replicationfabrics\": { \"SingularDisplayName\": \"Microsoft.DataReplication replication fabric\" }\r\n ,\"microsoft.datareplication/replicationfabrics/fabricagents\": { \"SingularDisplayName\": \"Microsoft.DataReplication replication fabrics fabric agent\" }\r\n ,\"microsoft.datareplication/replicationfabrics/fabricagents/operations\": { \"SingularDisplayName\": \"Microsoft.DataReplication replication fabrics fabric agents operation\" }\r\n ,\"microsoft.datareplication/replicationfabrics/operations\": { \"SingularDisplayName\": \"Microsoft.DataReplication replication fabrics operation\" }\r\n ,\"microsoft.datareplication/replicationvaults\": { \"SingularDisplayName\": \"Microsoft.DataReplication replication vault\" }\r\n ,\"microsoft.datareplication/replicationvaults/alertsettings\": { \"SingularDisplayName\": \"Microsoft.DataReplication replication vaults alert setting\" }\r\n ,\"microsoft.datareplication/replicationvaults/events\": { \"SingularDisplayName\": \"Microsoft.DataReplication replication vaults event\" }\r\n ,\"microsoft.datareplication/replicationvaults/jobs\": { \"SingularDisplayName\": \"Microsoft.DataReplication replication vaults job\" }\r\n ,\"microsoft.datareplication/replicationvaults/jobs/operations\": { \"SingularDisplayName\": \"Microsoft.DataReplication replication vaults jobs operation\" }\r\n ,\"microsoft.datareplication/replicationvaults/operations\": { \"SingularDisplayName\": \"Microsoft.DataReplication replication vaults operation\" }\r\n ,\"microsoft.datareplication/replicationvaults/protecteditems\": { \"SingularDisplayName\": \"Microsoft.DataReplication replication vaults protected item\" }\r\n ,\"microsoft.datareplication/replicationvaults/protecteditems/operations\": { \"SingularDisplayName\": \"Microsoft.DataReplication replication vaults protected items operation\" }\r\n ,\"microsoft.datareplication/replicationvaults/protecteditems/recoverypoints\": { \"SingularDisplayName\": \"Microsoft.DataReplication replication vaults protected items recovery point\" }\r\n ,\"microsoft.datareplication/replicationvaults/replicationextensions\": { \"SingularDisplayName\": \"Microsoft.DataReplication replication vaults replication extension\" }\r\n ,\"microsoft.datareplication/replicationvaults/replicationextensions/operations\": { \"SingularDisplayName\": \"Microsoft.DataReplication replication vaults replication extensions operation\" }\r\n ,\"microsoft.datareplication/replicationvaults/replicationpolicies\": { \"SingularDisplayName\": \"Microsoft.DataReplication replication vaults replication policy\" }\r\n ,\"microsoft.datareplication/replicationvaults/replicationpolicies/operations\": { \"SingularDisplayName\": \"Microsoft.DataReplication replication vaults replication policies operation\" }\r\n ,\"microsoft.datashare/accounts\": { \"SingularDisplayName\": \"Data Share\" }\r\n ,\"microsoft.dbformariadb/servers\": { \"SingularDisplayName\": \"Azure Database for MariaDB server\" }\r\n ,\"microsoft.dbformysql/flexibleservers\": { \"SingularDisplayName\": \"Azure Database for MySQL flexible server\" }\r\n ,\"microsoft.dbformysql/servers\": { \"SingularDisplayName\": \"MySQL server\" }\r\n ,\"microsoft.dbforpostgresql/flexibleservers\": { \"SingularDisplayName\": \"Azure Database for PostgreSQL - Flexible Server\" }\r\n ,\"microsoft.dbforpostgresql/servergroupsv2\": { \"SingularDisplayName\": \"Azure Cosmos DB for PostgreSQL Cluster\" }\r\n ,\"microsoft.dbforpostgresql/servers\": { \"SingularDisplayName\": \"PostgreSQL server\" }\r\n ,\"microsoft.delegatednetwork/controller\": { \"SingularDisplayName\": \"Microsoft.DelegatedNetwork controller\" }\r\n ,\"microsoft.delegatednetwork/delegatedsubnets\": { \"SingularDisplayName\": \"Microsoft.DelegatedNetwork delegated subnet\" }\r\n ,\"microsoft.delegatednetwork/orchestrators\": { \"SingularDisplayName\": \"Microsoft.DelegatedNetwork orchestrator\" }\r\n ,\"microsoft.dependencymap/maps\": { \"SingularDisplayName\": \"Microsoft.DependencyMap map\" }\r\n ,\"microsoft.dependencymap/maps/discoverysources\": { \"SingularDisplayName\": \"Microsoft.DependencyMap maps discovery source\" }\r\n ,\"microsoft.deploymentmanager/artifactsources\": { \"SingularDisplayName\": \"Microsoft.DeploymentManager artifact source\" }\r\n ,\"microsoft.deploymentmanager/rollouts\": { \"SingularDisplayName\": \"Rollout\" }\r\n ,\"microsoft.deploymentmanager/servicetopologies\": { \"SingularDisplayName\": \"Microsoft.DeploymentManager service topology\" }\r\n ,\"microsoft.deploymentmanager/servicetopologies/services\": { \"SingularDisplayName\": \"Microsoft.DeploymentManager service topologies service\" }\r\n ,\"microsoft.deploymentmanager/servicetopologies/services/serviceunits\": { \"SingularDisplayName\": \"Microsoft.DeploymentManager service topologies services service unit\" }\r\n ,\"microsoft.deploymentmanager/steps\": { \"SingularDisplayName\": \"Microsoft.DeploymentManager step\" }\r\n ,\"microsoft.desktopvirtualization/appattachpackages\": { \"SingularDisplayName\": \"App attach package\" }\r\n ,\"microsoft.desktopvirtualization/applicationgroups\": { \"SingularDisplayName\": \"Application group\" }\r\n ,\"microsoft.desktopvirtualization/hostpools\": { \"SingularDisplayName\": \"Host pool\" }\r\n ,\"microsoft.desktopvirtualization/scalingplans\": { \"SingularDisplayName\": \"Scaling plan\" }\r\n ,\"microsoft.desktopvirtualization/workspaces\": { \"SingularDisplayName\": \"Workspace\" }\r\n ,\"microsoft.devai/instances\": { \"SingularDisplayName\": \"Microsoft.DevAI instance\" }\r\n ,\"microsoft.devai/instances/experiments\": { \"SingularDisplayName\": \"Microsoft.DevAI instances experiment\" }\r\n ,\"microsoft.devai/instances/sandboxes\": { \"SingularDisplayName\": \"Microsoft.DevAI instances sandbox\" }\r\n ,\"microsoft.devai/instances/sandboxes/experiments\": { \"SingularDisplayName\": \"Microsoft.DevAI instances sandboxes experiment\" }\r\n ,\"microsoft.devcenter/devcenters\": { \"SingularDisplayName\": \"Dev center\" }\r\n ,\"microsoft.devcenter/devcenters/devboxdefinitions\": { \"SingularDisplayName\": \"Dev Box definition\" }\r\n ,\"microsoft.devcenter/networkconnections\": { \"SingularDisplayName\": \"Network connection\" }\r\n ,\"microsoft.devcenter/plans\": { \"SingularDisplayName\": \"Dev center plan\" }\r\n ,\"microsoft.devcenter/projects\": { \"SingularDisplayName\": \"Project\" }\r\n ,\"microsoft.devcenter/projects/pools\": { \"SingularDisplayName\": \"Pool\" }\r\n ,\"microsoft.developmentwindows365/developmentcloudpcdelegatedmsis\": { \"SingularDisplayName\": \"Microsoft.DevelopmentWindows365 development cloud pc delegated msi\" }\r\n ,\"microsoft.devhub/iacprofiles\": { \"SingularDisplayName\": \"Infrastructure as Code Automation\" }\r\n ,\"microsoft.devhub/workflows\": { \"SingularDisplayName\": \"Microsoft.DevHub workflow\" }\r\n ,\"microsoft.deviceonboarding/onboardingservices\": { \"SingularDisplayName\": \"Microsoft.DeviceOnboarding onboarding service\" }\r\n ,\"microsoft.deviceonboarding/onboardingservices/policies\": { \"SingularDisplayName\": \"Microsoft.DeviceOnboarding onboarding services policy\" }\r\n ,\"microsoft.deviceregistry/assetendpointprofiles\": { \"SingularDisplayName\": \"Microsoft.DeviceRegistry asset endpoint profile\" }\r\n ,\"microsoft.deviceregistry/assets\": { \"SingularDisplayName\": \"IoT Asset\" }\r\n ,\"microsoft.deviceregistry/billingcontainers\": { \"SingularDisplayName\": \"Microsoft.DeviceRegistry billing container\" }\r\n ,\"microsoft.deviceregistry/devices\": { \"SingularDisplayName\": \"IoT Device\" }\r\n ,\"microsoft.deviceregistry/discoveredassetendpointprofiles\": { \"SingularDisplayName\": \"Microsoft.DeviceRegistry discovered asset endpoint profile\" }\r\n ,\"microsoft.deviceregistry/discoveredassets\": { \"SingularDisplayName\": \"Microsoft.DeviceRegistry discovered asset\" }\r\n ,\"microsoft.deviceregistry/schemaregistries\": { \"SingularDisplayName\": \"Microsoft.DeviceRegistry schema registry\" }\r\n ,\"microsoft.deviceregistry/schemaregistries/schemas\": { \"SingularDisplayName\": \"Microsoft.DeviceRegistry schema registries schema\" }\r\n ,\"microsoft.deviceregistry/schemaregistries/schemas/schemaversions\": { \"SingularDisplayName\": \"Microsoft.DeviceRegistry schema registries schemas schema version\" }\r\n ,\"microsoft.devices/iothubs\": { \"SingularDisplayName\": \"IoT hub\" }\r\n ,\"microsoft.devices/provisioningservices\": { \"SingularDisplayName\": \"Azure IoT Hub Device Provisioning Service (DPS)\" }\r\n ,\"microsoft.deviceupdate/accounts\": { \"SingularDisplayName\": \"Device Update for IoT Hub\" }\r\n ,\"microsoft.deviceupdate/updateaccounts\": { \"SingularDisplayName\": \"Device Update Account\" }\r\n ,\"microsoft.deviceupdate/updateaccounts/activedeployments\": { \"SingularDisplayName\": \"Device Update Active Deployment\" }\r\n ,\"microsoft.deviceupdate/updateaccounts/agents\": { \"SingularDisplayName\": \"Device Update Agent\" }\r\n ,\"microsoft.deviceupdate/updateaccounts/deployments\": { \"SingularDisplayName\": \"Device Update Deployment\" }\r\n ,\"microsoft.deviceupdate/updateaccounts/deviceclasses\": { \"SingularDisplayName\": \"Device Update Device Class\" }\r\n ,\"microsoft.deviceupdate/updateaccounts/updates\": { \"SingularDisplayName\": \"Device Update\" }\r\n ,\"microsoft.devops/pipelines\": { \"SingularDisplayName\": \"Microsoft.DevOps pipeline\" }\r\n ,\"microsoft.devopsinfrastructure/pools\": { \"SingularDisplayName\": \"Managed DevOps Pool\" }\r\n ,\"microsoft.devspaces/controllers\": { \"SingularDisplayName\": \"Microsoft.DevSpaces controller\" }\r\n ,\"microsoft.devtestlab/labs\": { \"SingularDisplayName\": \"DevTest lab\" }\r\n ,\"microsoft.devtestlab/labs/virtualmachines\": { \"SingularDisplayName\": \"DevTest Lab virtual machine\" }\r\n ,\"microsoft.devtestlab/schedules\": { \"SingularDisplayName\": \"Microsoft.DevTestLab schedule\" }\r\n ,\"microsoft.devtunnels/tunnelplans\": { \"SingularDisplayName\": \"Dev Tunnels Domain\" }\r\n ,\"microsoft.diagnostics/apollo\": { \"SingularDisplayName\": \"Microsoft.Diagnostics apollo\" }\r\n ,\"microsoft.digitaltwins/digitaltwinsinstances\": { \"SingularDisplayName\": \"Azure Digital Twins\" }\r\n ,\"microsoft.documentdb/cassandraclusters\": { \"SingularDisplayName\": \"Azure Managed Instance for Apache Cassandra\" }\r\n ,\"microsoft.documentdb/databaseaccounts\": { \"SingularDisplayName\": \"Cosmos DB account\" }\r\n ,\"microsoft.documentdb/mongoclusters\": { \"SingularDisplayName\": \"Azure Cosmos DB for MongoDB (vCore)\" }\r\n ,\"microsoft.documentdb/throughputpools\": { \"SingularDisplayName\": \"Microsoft.DocumentDB throughput pool\" }\r\n ,\"microsoft.documentdb/throughputpools/throughputpoolaccounts\": { \"SingularDisplayName\": \"Microsoft.DocumentDB throughput pools throughput pool account\" }\r\n ,\"microsoft.domainregistration/domains\": { \"SingularDisplayName\": \"App Service Domain\" }\r\n ,\"microsoft.domainregistration/topleveldomains\": { \"SingularDisplayName\": \"Microsoft.DomainRegistration top level domain\" }\r\n ,\"microsoft.durabletask/namespaces\": { \"SingularDisplayName\": \"Durable Task Scheduler\" }\r\n ,\"microsoft.durabletask/namespaces/taskhubs\": { \"SingularDisplayName\": \"Task Hub\" }\r\n ,\"microsoft.dynamics365fraudprotection/instances\": { \"SingularDisplayName\": \"Microsoft.Dynamics365FraudProtection instance\" }\r\n ,\"microsoft.easm/workspaces\": { \"SingularDisplayName\": \"Microsoft Defender EASM\" }\r\n 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,\"microsoft.insights/guestdiagnosticsettings\": { \"SingularDisplayName\": \"Microsoft.insights guest diagnostic setting\" }\r\n ,\"microsoft.insights/guestdiagnosticsettingsassociation\": { \"SingularDisplayName\": \"Microsoft.insights guest diagnostic settings association\" }\r\n ,\"microsoft.insights/logprofiles\": { \"SingularDisplayName\": \"Microsoft.Insights logprofile\" }\r\n ,\"microsoft.insights/metricalerts\": { \"SingularDisplayName\": \"Metric alert rule\" }\r\n ,\"microsoft.insights/notificationstatus\": { \"SingularDisplayName\": \"Microsoft.Insights notification statu\" }\r\n ,\"microsoft.insights/privatelinkscopeoperationstatuses\": { \"SingularDisplayName\": \"Microsoft.insights private link scope operation statuse\" }\r\n ,\"microsoft.insights/privatelinkscopes\": { \"SingularDisplayName\": \"Azure Monitor Private Link Scope\" }\r\n ,\"microsoft.insights/scheduledqueryrules\": { \"SingularDisplayName\": \"Log search alert rule\" }\r\n 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,\"microsoft.intelligentitdigitaltwin/digitaltwins/assets\": { \"SingularDisplayName\": \"Microsoft.IntelligentITDigitalTwin digital twins asset\" }\r\n ,\"microsoft.intelligentitdigitaltwin/digitaltwins/executionplans\": { \"SingularDisplayName\": \"Microsoft.IntelligentITDigitalTwin digital twins execution plan\" }\r\n ,\"microsoft.intelligentitdigitaltwin/digitaltwins/testplans\": { \"SingularDisplayName\": \"Microsoft.IntelligentITDigitalTwin digital twins test plan\" }\r\n ,\"microsoft.intelligentitdigitaltwin/digitaltwins/tests\": { \"SingularDisplayName\": \"Microsoft.IntelligentITDigitalTwin digital twins test\" }\r\n ,\"microsoft.inventory/subscriptioninternalproperties\": { \"SingularDisplayName\": \"Microsoft.Inventory subscription internal property\" }\r\n ,\"microsoft.iotcentral/iotapps\": { \"SingularDisplayName\": \"IoT Central Application\" }\r\n ,\"microsoft.iotfirmwaredefense/workspaces\": { \"SingularDisplayName\": \"Microsoft.IoTFirmwareDefense workspace\" }\r\n ,\"microsoft.iotfirmwaredefense/workspaces/firmwares\": { \"SingularDisplayName\": \"Microsoft.IoTFirmwareDefense workspaces firmware\" }\r\n ,\"microsoft.iotfirmwaredefense/workspaces/firmwares/summaries\": { \"SingularDisplayName\": \"Microsoft.IoTFirmwareDefense workspaces firmwares summary\" }\r\n ,\"microsoft.iotoperations/instances\": { \"SingularDisplayName\": \"Azure IoT Operations\" }\r\n ,\"microsoft.iotoperations/instances/brokers\": { \"SingularDisplayName\": \"Microsoft.IoTOperations instances broker\" }\r\n ,\"microsoft.iotoperations/instances/brokers/authentications\": { \"SingularDisplayName\": \"Microsoft.IoTOperations instances brokers authentication\" }\r\n ,\"microsoft.iotoperations/instances/brokers/authorizations\": { \"SingularDisplayName\": \"Microsoft.IoTOperations instances brokers authorization\" }\r\n ,\"microsoft.iotoperations/instances/brokers/listeners\": { \"SingularDisplayName\": \"Microsoft.IoTOperations instances brokers listener\" }\r\n ,\"microsoft.iotoperations/instances/dataflowendpoints\": { \"SingularDisplayName\": \"Microsoft.IoTOperations instances dataflow endpoint\" }\r\n ,\"microsoft.iotoperations/instances/dataflowprofiles\": { \"SingularDisplayName\": \"Microsoft.IoTOperations instances dataflow profile\" }\r\n ,\"microsoft.iotoperations/instances/dataflowprofiles/dataflows\": { \"SingularDisplayName\": \"Microsoft.IoTOperations instances dataflow profiles dataflow\" }\r\n ,\"microsoft.iotoperationsdataprocessor/instances\": { \"SingularDisplayName\": \"Microsoft.IoTOperationsDataProcessor instance\" }\r\n ,\"microsoft.iotoperationsdataprocessor/instances/datasets\": { \"SingularDisplayName\": \"Microsoft.IoTOperationsDataProcessor instances dataset\" }\r\n ,\"microsoft.iotoperationsdataprocessor/instances/pipelines\": { \"SingularDisplayName\": \"Microsoft.IoTOperationsDataProcessor instances pipeline\" }\r\n ,\"microsoft.iotoperationsmq/mq\": { \"SingularDisplayName\": \"IoT Operations Ops MQ\" }\r\n ,\"microsoft.iotoperationsorchestrator/instances\": { \"SingularDisplayName\": \"Microsoft.IoTOperationsOrchestrator instance\" }\r\n ,\"microsoft.iotoperationsorchestrator/solutions\": { \"SingularDisplayName\": \"Microsoft.IoTOperationsOrchestrator solution\" }\r\n ,\"microsoft.iotoperationsorchestrator/targets\": { \"SingularDisplayName\": \"Microsoft.IoTOperationsOrchestrator target\" }\r\n ,\"microsoft.iotsecurity/alerttypes\": { \"SingularDisplayName\": \"Microsoft.IoTSecurity alert type\" }\r\n ,\"microsoft.iotsecurity/defendersettings\": { \"SingularDisplayName\": \"Microsoft.IoTSecurity defender setting\" }\r\n ,\"microsoft.iotsecurity/onpremisesensors\": { \"SingularDisplayName\": \"Microsoft.IoTSecurity on premise sensor\" }\r\n ,\"microsoft.iotsecurity/recommendationtypes\": { \"SingularDisplayName\": \"Microsoft.IoTSecurity recommendation type\" }\r\n ,\"microsoft.iotsecurity/sensors\": { \"SingularDisplayName\": \"Microsoft.IoTSecurity sensor\" }\r\n ,\"microsoft.iotsecurity/sites\": { \"SingularDisplayName\": \"Microsoft.IoTSecurity site\" }\r\n ,\"microsoft.keyvault/managedhsms\": { \"SingularDisplayName\": \"Azure Key Vault Managed HSM\" }\r\n ,\"microsoft.keyvault/vaults\": { \"SingularDisplayName\": \"Key vault\" }\r\n ,\"microsoft.kubernetes/connectedclusters\": { \"SingularDisplayName\": \"kubernetes 1 - Azure Arc\" }\r\n ,\"microsoft.kubernetes/connectedclusters/microsoft.kubernetesconfiguration/extensions\": { \"SingularDisplayName\": \"Kubernetes - Azure Arc extension\" }\r\n ,\"microsoft.kubernetes/connectedclusters/microsoft.kubernetesconfiguration/fluxconfigurations\": { \"SingularDisplayName\": \"GitOps configuration\" }\r\n ,\"microsoft.kubernetes/connectedclusters/microsoft.kubernetesconfiguration/namespaces\": { \"SingularDisplayName\": \"Kubernetes - Azure Arc namespace\" }\r\n ,\"microsoft.kubernetesconfiguration/extensions\": { \"SingularDisplayName\": \"Kubernetes service extension\" }\r\n ,\"microsoft.kubernetesconfiguration/extensiontypes\": { \"SingularDisplayName\": \"Microsoft.KubernetesConfiguration extension type\" }\r\n ,\"microsoft.kubernetesconfiguration/extensiontypes/versions\": { \"SingularDisplayName\": \"Microsoft.KubernetesConfiguration extension types version\" }\r\n ,\"microsoft.kubernetesconfiguration/fluxconfigurations\": { \"SingularDisplayName\": \"Microsoft.KubernetesConfiguration flux configuration\" }\r\n ,\"microsoft.kubernetesconfiguration/fluxconfigurations/operations\": { \"SingularDisplayName\": \"Microsoft.KubernetesConfiguration flux configurations operation\" }\r\n ,\"microsoft.kubernetesconfiguration/privatelinkscopes\": { \"SingularDisplayName\": \"Microsoft.KubernetesConfiguration private link scope\" }\r\n ,\"microsoft.kubernetesconfiguration/privatelinkscopes/privateendpointconnections\": { \"SingularDisplayName\": \"Microsoft.KubernetesConfiguration private link scopes private endpoint connection\" }\r\n ,\"microsoft.kubernetesconfiguration/privatelinkscopes/privatelinkresources\": { \"SingularDisplayName\": \"Microsoft.KubernetesConfiguration private link scopes private link resource\" }\r\n ,\"microsoft.kubernetesconfiguration/sourcecontrolconfigurations\": { \"SingularDisplayName\": \"Microsoft.KubernetesConfiguration source control configuration\" }\r\n ,\"microsoft.kubernetesruntime/bgppeers\": { \"SingularDisplayName\": \"Microsoft.KubernetesRuntime bgp peer\" }\r\n ,\"microsoft.kubernetesruntime/loadbalancers\": { \"SingularDisplayName\": \"Arc Load Balancer\" }\r\n ,\"microsoft.kubernetesruntime/services\": { \"SingularDisplayName\": \"Microsoft.KubernetesRuntime service\" }\r\n ,\"microsoft.kubernetesruntime/storageclasses\": { \"SingularDisplayName\": \"Microsoft.KubernetesRuntime storage class\" }\r\n ,\"microsoft.kusto/clusters\": { \"SingularDisplayName\": \"Azure Data Explorer Cluster\" }\r\n ,\"microsoft.kusto/clusters/databases\": { \"SingularDisplayName\": \"Azure Data Explorer Database\" }\r\n ,\"microsoft.labservices/labaccounts\": { \"SingularDisplayName\": \"Lab account\" }\r\n })[tolower(id)]\r\n}\r\n", + "$fxv#3": "// Copyright (c) Microsoft Corporation.\r\n// Licensed under the MIT License.\r\n\r\n.create-or-alter function \r\nwith (docstring = 'Return details about the specified ID.', folder = 'OpenData/Internal')\r\n_resource_type_3(id: string) {\r\n dynamic({\r\n \"microsoft.labservices/labaccounts/labs\": { \"SingularDisplayName\": \"Lab\" }\r\n ,\"microsoft.labservices/labplans\": { \"SingularDisplayName\": \"Lab plan\" }\r\n ,\"microsoft.labservices/labs\": { \"SingularDisplayName\": \"Lab\" }\r\n ,\"microsoft.loadtestservice/loadtestmappings\": { \"SingularDisplayName\": \"Microsoft.LoadTestService load test mapping\" }\r\n ,\"microsoft.loadtestservice/loadtestprofilemappings\": { \"SingularDisplayName\": \"Microsoft.LoadTestService load test profile mapping\" }\r\n ,\"microsoft.loadtestservice/loadtests\": { \"SingularDisplayName\": \"Azure Load Testing\" }\r\n ,\"microsoft.logic/businessprocesses\": { \"SingularDisplayName\": \"Business Process\" }\r\n ,\"microsoft.logic/integrationaccounts\": { \"SingularDisplayName\": \"Logic app integration account\" }\r\n ,\"microsoft.logic/integrationserviceenvironments\": { \"SingularDisplayName\": \"Integration Service Environment\" }\r\n ,\"microsoft.logic/integrationserviceenvironments/managedapis\": { \"SingularDisplayName\": \"Managed Connector\" }\r\n ,\"microsoft.logic/workflows\": { \"SingularDisplayName\": \"Logic app\" }\r\n ,\"microsoft.logz/monitors\": { \"SingularDisplayName\": \"Logz.io\" }\r\n ,\"microsoft.logz/monitors/accounts\": { \"SingularDisplayName\": \"Logz sub account\" }\r\n ,\"microsoft.m365/m365resources\": { \"SingularDisplayName\": \"Microsoft.M365 m365 resource\" }\r\n ,\"microsoft.m365consumptionservices/services\": { \"SingularDisplayName\": \"Microsoft.M365ConsumptionServices service\" }\r\n ,\"microsoft.machinelearning/commitmentplans\": { \"SingularDisplayName\": \"Microsoft.MachineLearning commitment plan\" }\r\n ,\"microsoft.machinelearning/commitmentplans/commitmentassociations\": { \"SingularDisplayName\": \"Microsoft.MachineLearning commitment plans commitment association\" }\r\n ,\"microsoft.machinelearning/webservices\": { \"SingularDisplayName\": \"Microsoft.MachineLearning web service\" }\r\n ,\"microsoft.machinelearning/workspaces\": { \"SingularDisplayName\": \"Microsoft.MachineLearning workspace\" }\r\n ,\"microsoft.machinelearningexperimentation/accounts\": { \"SingularDisplayName\": \"Microsoft.MachineLearningExperimentation account\" }\r\n ,\"microsoft.machinelearningexperimentation/accounts/workspaces\": { \"SingularDisplayName\": \"Microsoft.MachineLearningExperimentation accounts workspace\" }\r\n ,\"microsoft.machinelearningexperimentation/accounts/workspaces/projects\": { \"SingularDisplayName\": \"Microsoft.MachineLearningExperimentation accounts workspaces project\" }\r\n ,\"microsoft.machinelearningservices/aistudio\": { \"SingularDisplayName\": \"Azure AI Studio\" }\r\n ,\"microsoft.machinelearningservices/registries\": { \"SingularDisplayName\": \"Azure Machine Learning registry\" }\r\n ,\"microsoft.machinelearningservices/workspaces\": { \"SingularDisplayName\": \"Azure Machine Learning workspace\" }\r\n ,\"microsoft.machinelearningservices/workspaces/onlineendpoints\": { \"SingularDisplayName\": \"Machine learning online endpoint\" }\r\n ,\"microsoft.machinelearningservices/workspaces/onlineendpoints/deployments\": { \"SingularDisplayName\": \"Machine learning online deployment\" }\r\n ,\"microsoft.maintenance/configurationassignments\": { \"SingularDisplayName\": \"Microsoft.Maintenance configuration assignment\" }\r\n ,\"microsoft.maintenance/maintenanceconfigurations\": { \"SingularDisplayName\": \"Maintenance Configuration\" }\r\n ,\"microsoft.maintenance/publicmaintenanceconfigurations\": { \"SingularDisplayName\": \"Microsoft.Maintenance public maintenance configuration\" }\r\n ,\"microsoft.managedidentity/identities\": { \"SingularDisplayName\": \"Microsoft.ManagedIdentity identity\" }\r\n ,\"microsoft.managedidentity/userassignedidentities\": { \"SingularDisplayName\": \"Managed Identity\" }\r\n ,\"microsoft.managednetwork/managednetworks\": { \"SingularDisplayName\": \"Microsoft.ManagedNetwork managed network\" }\r\n ,\"microsoft.managednetwork/managednetworks/managednetworkgroups\": { \"SingularDisplayName\": \"Microsoft.ManagedNetwork managed networks managed network group\" }\r\n ,\"microsoft.managednetwork/managednetworks/managednetworkpeeringpolicies\": { \"SingularDisplayName\": \"Microsoft.ManagedNetwork managed networks managed network peering policy\" }\r\n ,\"microsoft.managednetworkfabric/accesscontrollists\": { \"SingularDisplayName\": \"Access Control List (Operator Nexus)\" }\r\n ,\"microsoft.managednetworkfabric/internetgatewayrules\": { \"SingularDisplayName\": \"Internet Gateway Rule (Operator Nexus)\" }\r\n ,\"microsoft.managednetworkfabric/internetgateways\": { \"SingularDisplayName\": \"Internet Gateway (Operator Nexus)\" }\r\n ,\"microsoft.managednetworkfabric/ipcommunities\": { \"SingularDisplayName\": \"IP Community (Operator Nexus)\" }\r\n ,\"microsoft.managednetworkfabric/ipextendedcommunities\": { \"SingularDisplayName\": \"IP Extended Community (Operator Nexus)\" }\r\n ,\"microsoft.managednetworkfabric/ipprefixes\": { \"SingularDisplayName\": \"IP Prefix (Operator Nexus)\" }\r\n ,\"microsoft.managednetworkfabric/l2isolationdomains\": { \"SingularDisplayName\": \"Layer 2 Isolation Domain (Operator Nexus)\" }\r\n ,\"microsoft.managednetworkfabric/l3isolationdomains\": { \"SingularDisplayName\": \"Layer 3 Isolation Domain (Operator Nexus)\" }\r\n ,\"microsoft.managednetworkfabric/l3isolationdomains/externalnetworks\": { \"SingularDisplayName\": \"External Network (Operator Nexus)\" }\r\n ,\"microsoft.managednetworkfabric/l3isolationdomains/internalnetworks\": { \"SingularDisplayName\": \"Internal Network (Operator Nexus)\" }\r\n ,\"microsoft.managednetworkfabric/neighborgroups\": { \"SingularDisplayName\": \"Neighbor Group (Operator Nexus)\" }\r\n ,\"microsoft.managednetworkfabric/networkdevices\": { \"SingularDisplayName\": \"Network Device (Operator Nexus)\" }\r\n ,\"microsoft.managednetworkfabric/networkdevices/networkinterfaces\": { \"SingularDisplayName\": \"Network Interface (Operator Nexus)\" }\r\n ,\"microsoft.managednetworkfabric/networkfabriccontrollers\": { \"SingularDisplayName\": \"Network Fabric Controller (Operator Nexus)\" }\r\n ,\"microsoft.managednetworkfabric/networkfabrics\": { \"SingularDisplayName\": \"Network Fabric (Operator Nexus)\" }\r\n ,\"microsoft.managednetworkfabric/networkfabrics/networktonetworkinterconnects\": { \"SingularDisplayName\": \"Network to Network Interconnect (Operator Nexus)\" }\r\n ,\"microsoft.managednetworkfabric/networkfabricskus\": { \"SingularDisplayName\": \"Network Fabric SKU (Operator Nexus)\" }\r\n ,\"microsoft.managednetworkfabric/networkpacketbrokers\": { \"SingularDisplayName\": \"Network Packet Broker (Operator Nexus)\" }\r\n ,\"microsoft.managednetworkfabric/networkracks\": { \"SingularDisplayName\": \"Network Rack (Operator Nexus)\" }\r\n ,\"microsoft.managednetworkfabric/networktaprules\": { \"SingularDisplayName\": \"Network Tap Rule (Operator Nexus)\" }\r\n ,\"microsoft.managednetworkfabric/networktaps\": { \"SingularDisplayName\": \"Network Tap (Operator Nexus)\" }\r\n ,\"microsoft.managednetworkfabric/routepolicies\": { \"SingularDisplayName\": \"Route Policy (Operator Nexus)\" }\r\n ,\"microsoft.managedservices/marketplaceregistrationdefinitions\": { \"SingularDisplayName\": \"Microsoft.ManagedServices marketplace registration definition\" }\r\n ,\"microsoft.managedservices/registrationassignments\": { \"SingularDisplayName\": \"Microsoft.ManagedServices registration assignment\" }\r\n ,\"microsoft.managedservices/registrationdefinitions\": { \"SingularDisplayName\": \"Azure Lighthouse\" }\r\n ,\"microsoft.management/managementgroups\": { \"SingularDisplayName\": \"Microsoft.Management management group\" }\r\n ,\"microsoft.management/managementgroups/microsoft.resources/deploymentstacks\": { \"SingularDisplayName\": \"Deployment stack\" }\r\n ,\"microsoft.management/managementgroups/providers/privatelinkassociations\": { \"SingularDisplayName\": \"Application Gateway\" }\r\n ,\"microsoft.management/managementgroups/providers/templatespecs\": { \"SingularDisplayName\": \"Template spec\" }\r\n ,\"microsoft.management/managementgroups/settings\": { \"SingularDisplayName\": \"Microsoft.Management management groups setting\" }\r\n ,\"microsoft.management/managementgroups/subscriptions\": { \"SingularDisplayName\": \"Microsoft.Management management groups subscription\" }\r\n ,\"microsoft.managementpartner/partners\": { \"SingularDisplayName\": \"Microsoft.ManagementPartner partner\" }\r\n ,\"microsoft.manufacturingplatform/manufacturingdataservices\": { \"SingularDisplayName\": \"Manufacturing Data Solutions\" }\r\n ,\"microsoft.maps/accounts\": { \"SingularDisplayName\": \"Azure Maps Account\" }\r\n ,\"microsoft.maps/accounts/creators\": { \"SingularDisplayName\": \"Azure Maps Creator Resource\" }\r\n ,\"microsoft.marketplace/privatestores\": { \"SingularDisplayName\": \"Microsoft.Marketplace private store\" }\r\n ,\"microsoft.marketplace/privatestores/adminrequestapprovals\": { \"SingularDisplayName\": \"Microsoft.Marketplace private stores admin request approval\" }\r\n ,\"microsoft.marketplace/privatestores/collections\": { \"SingularDisplayName\": \"Microsoft.Marketplace private stores collection\" }\r\n ,\"microsoft.marketplace/privatestores/collections/offers\": { \"SingularDisplayName\": \"Microsoft.Marketplace private stores collections offer\" }\r\n ,\"microsoft.marketplace/privatestores/offers\": { \"SingularDisplayName\": \"Microsoft.Marketplace private stores offer\" }\r\n ,\"microsoft.marketplace/privatestores/requestapprovals\": { \"SingularDisplayName\": \"Microsoft.Marketplace private stores request approval\" }\r\n ,\"microsoft.media/mediaservices\": { \"SingularDisplayName\": \"Media service\" }\r\n ,\"microsoft.media/mediaservices/liveevents\": { \"SingularDisplayName\": \"Live event\" }\r\n ,\"microsoft.media/mediaservices/streamingendpoints\": { \"SingularDisplayName\": \"Streaming Endpoint\" }\r\n ,\"microsoft.mesh/worlds\": { \"SingularDisplayName\": \"Microsoft.Mesh world\" }\r\n ,\"microsoft.mesh/worlds/events\": { \"SingularDisplayName\": \"Microsoft.Mesh worlds event\" }\r\n ,\"microsoft.mesh/worlds/events/accesspolicies\": { \"SingularDisplayName\": \"Microsoft.Mesh worlds events access policy\" }\r\n ,\"microsoft.mesh/worlds/spaces\": { \"SingularDisplayName\": \"Microsoft.Mesh worlds space\" }\r\n ,\"microsoft.mesh/worlds/spaces/accesspolicies\": { \"SingularDisplayName\": \"Microsoft.Mesh worlds spaces access policy\" }\r\n ,\"microsoft.mesh/worlds/templates\": { \"SingularDisplayName\": \"Microsoft.Mesh worlds template\" }\r\n ,\"microsoft.mesh/worlds/templates/accesspolicies\": { \"SingularDisplayName\": \"Microsoft.Mesh worlds templates access policy\" }\r\n ,\"microsoft.messagingcatalog/catalogs\": { \"SingularDisplayName\": \"Microsoft.MessagingCatalog catalog\" }\r\n ,\"microsoft.messagingconnectors/connectors\": { \"SingularDisplayName\": \"Microsoft.MessagingConnectors connector\" }\r\n ,\"microsoft.metaverse/metaverses\": { \"SingularDisplayName\": \"Microsoft.Metaverse metaverse\" }\r\n ,\"microsoft.metaverse/metaverses/events\": { \"SingularDisplayName\": \"Microsoft.Metaverse metaverses event\" }\r\n ,\"microsoft.metaverse/metaverses/events/accesspolicies\": { \"SingularDisplayName\": \"Microsoft.Metaverse metaverses events access policy\" }\r\n ,\"microsoft.metaverse/metaverses/spaces\": { \"SingularDisplayName\": \"Microsoft.Metaverse metaverses space\" }\r\n ,\"microsoft.metaverse/metaverses/spaces/accesspolicies\": { \"SingularDisplayName\": \"Microsoft.Metaverse metaverses spaces access policy\" }\r\n ,\"microsoft.metaverse/metaverses/templates\": { \"SingularDisplayName\": \"Microsoft.Metaverse metaverses template\" }\r\n ,\"microsoft.metaverse/metaverses/templates/accesspolicies\": { \"SingularDisplayName\": \"Microsoft.Metaverse metaverses templates access policy\" }\r\n ,\"microsoft.migrate/assessmentprojects\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment project\" }\r\n ,\"microsoft.migrate/assessmentprojects/aksassessmentoptions\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects aks assessment option\" }\r\n ,\"microsoft.migrate/assessmentprojects/aksassessments\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects aks assessment\" }\r\n ,\"microsoft.migrate/assessmentprojects/aksassessments/assessedwebapps\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects aks assessments assessed web app\" }\r\n ,\"microsoft.migrate/assessmentprojects/aksassessments/clusters\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects aks assessments cluster\" }\r\n ,\"microsoft.migrate/assessmentprojects/aksassessments/summaries\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects aks assessments summary\" }\r\n ,\"microsoft.migrate/assessmentprojects/assessmentoptions\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects assessment option\" }\r\n ,\"microsoft.migrate/assessmentprojects/avsassessmentoptions\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects avs assessment option\" }\r\n ,\"microsoft.migrate/assessmentprojects/businesscases\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects business case\" }\r\n ,\"microsoft.migrate/assessmentprojects/businesscases/avssummaries\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects business cases avs summary\" }\r\n ,\"microsoft.migrate/assessmentprojects/businesscases/evaluatedavsmachines\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects business cases evaluated avs machine\" }\r\n ,\"microsoft.migrate/assessmentprojects/businesscases/evaluatedmachines\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects business cases evaluated machine\" }\r\n ,\"microsoft.migrate/assessmentprojects/businesscases/evaluatedsqlentities\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects business cases evaluated sql entity\" }\r\n ,\"microsoft.migrate/assessmentprojects/businesscases/evaluatedwebapps\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects business cases evaluated web app\" }\r\n ,\"microsoft.migrate/assessmentprojects/businesscases/iaassummaries\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects business cases iaas summary\" }\r\n ,\"microsoft.migrate/assessmentprojects/businesscases/overviewsummaries\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects business cases overview summary\" }\r\n ,\"microsoft.migrate/assessmentprojects/businesscases/paassummaries\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects business cases paas summary\" }\r\n ,\"microsoft.migrate/assessmentprojects/groups\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects group\" }\r\n ,\"microsoft.migrate/assessmentprojects/groups/assessments\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects groups assessment\" }\r\n ,\"microsoft.migrate/assessmentprojects/groups/assessments/assessedmachines\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects groups assessments assessed machine\" }\r\n ,\"microsoft.migrate/assessmentprojects/groups/avsassessments\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects groups avs assessment\" }\r\n ,\"microsoft.migrate/assessmentprojects/groups/avsassessments/avsassessedmachines\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects groups avs assessments avs assessed machine\" }\r\n ,\"microsoft.migrate/assessmentprojects/groups/sqlassessments\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects groups sql assessment\" }\r\n ,\"microsoft.migrate/assessmentprojects/groups/sqlassessments/assessedsqldatabases\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects groups sql assessments assessed sql database\" }\r\n ,\"microsoft.migrate/assessmentprojects/groups/sqlassessments/assessedsqlinstances\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects groups sql assessments assessed sql instance\" }\r\n ,\"microsoft.migrate/assessmentprojects/groups/sqlassessments/assessedsqlmachines\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects groups sql assessments assessed sql machine\" }\r\n ,\"microsoft.migrate/assessmentprojects/groups/sqlassessments/recommendedassessedentities\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects groups sql assessments recommended assessed entity\" }\r\n ,\"microsoft.migrate/assessmentprojects/groups/sqlassessments/summaries\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects groups sql assessments summary\" }\r\n ,\"microsoft.migrate/assessmentprojects/groups/webappassessments\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects groups web app assessment\" }\r\n ,\"microsoft.migrate/assessmentprojects/groups/webappassessments/assessedwebapps\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects groups web app assessments assessed web app\" }\r\n ,\"microsoft.migrate/assessmentprojects/groups/webappassessments/summaries\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects groups web app assessments summary\" }\r\n ,\"microsoft.migrate/assessmentprojects/groups/webappassessments/webappserviceplans\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects groups web app assessments web app service plan\" }\r\n ,\"microsoft.migrate/assessmentprojects/hypervcollectors\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects hypervcollector\" }\r\n ,\"microsoft.migrate/assessmentprojects/importcollectors\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects importcollector\" }\r\n ,\"microsoft.migrate/assessmentprojects/machines\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects machine\" }\r\n ,\"microsoft.migrate/assessmentprojects/privateendpointconnections\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects private endpoint connection\" }\r\n ,\"microsoft.migrate/assessmentprojects/privatelinkresources\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects private link resource\" }\r\n ,\"microsoft.migrate/assessmentprojects/projectsummary\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects project summary\" }\r\n ,\"microsoft.migrate/assessmentprojects/servercollectors\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects servercollector\" }\r\n ,\"microsoft.migrate/assessmentprojects/sqlassessmentoptions\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects sql assessment option\" }\r\n ,\"microsoft.migrate/assessmentprojects/sqlcollectors\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects sqlcollector\" }\r\n ,\"microsoft.migrate/assessmentprojects/vmwarecollectors\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects vmwarecollector\" }\r\n ,\"microsoft.migrate/assessmentprojects/webappassessmentoptions\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects web app assessment option\" }\r\n ,\"microsoft.migrate/assessmentprojects/webappcollectors\": { \"SingularDisplayName\": \"Microsoft.Migrate assessment projects web app collector\" }\r\n ,\"microsoft.migrate/migrateprojects\": { \"SingularDisplayName\": \"Microsoft.Migrate migrate project\" }\r\n ,\"microsoft.migrate/migrateprojects/databaseinstances\": { \"SingularDisplayName\": \"Microsoft.Migrate migrate projects database instance\" }\r\n ,\"microsoft.migrate/migrateprojects/databases\": { \"SingularDisplayName\": \"Microsoft.Migrate migrate projects database\" }\r\n ,\"microsoft.migrate/migrateprojects/machines\": { \"SingularDisplayName\": \"Microsoft.Migrate migrate projects machine\" }\r\n ,\"microsoft.migrate/migrateprojects/migrateevents\": { \"SingularDisplayName\": \"Microsoft.Migrate migrate projects migrate event\" }\r\n ,\"microsoft.migrate/migrateprojects/solutions\": { \"SingularDisplayName\": \"Microsoft.Migrate migrate projects solution\" }\r\n ,\"microsoft.migrate/modernizeprojects\": { \"SingularDisplayName\": \"Microsoft.Migrate modernize project\" }\r\n ,\"microsoft.migrate/modernizeprojects/deployedresources\": { \"SingularDisplayName\": \"Microsoft.Migrate modernize projects deployed resource\" }\r\n ,\"microsoft.migrate/modernizeprojects/jobs\": { \"SingularDisplayName\": \"Microsoft.Migrate modernize projects job\" }\r\n ,\"microsoft.migrate/modernizeprojects/jobs/operations\": { \"SingularDisplayName\": \"Microsoft.Migrate modernize projects jobs operation\" }\r\n ,\"microsoft.migrate/modernizeprojects/migrateagents\": { \"SingularDisplayName\": \"Microsoft.Migrate modernize projects migrate agent\" }\r\n ,\"microsoft.migrate/modernizeprojects/migrateagents/operations\": { \"SingularDisplayName\": \"Microsoft.Migrate modernize projects migrate agents operation\" }\r\n ,\"microsoft.migrate/modernizeprojects/operations\": { \"SingularDisplayName\": \"Microsoft.Migrate modernize projects operation\" }\r\n ,\"microsoft.migrate/modernizeprojects/workloaddeployments\": { \"SingularDisplayName\": \"Microsoft.Migrate modernize projects 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\"Microsoft.OffAzure master sites private link resource\" }\r\n ,\"microsoft.offazure/mastersites/sqlsites\": { \"SingularDisplayName\": \"Microsoft.OffAzure master sites sql site\" }\r\n ,\"microsoft.offazure/mastersites/sqlsites/discoverysitedatasources\": { \"SingularDisplayName\": \"Microsoft.OffAzure master sites sql sites discovery site data source\" }\r\n ,\"microsoft.offazure/mastersites/sqlsites/jobs\": { \"SingularDisplayName\": \"Microsoft.OffAzure master sites sql sites job\" }\r\n ,\"microsoft.offazure/mastersites/sqlsites/operationsstatus\": { \"SingularDisplayName\": \"Microsoft.OffAzure master sites sql sites operations statu\" }\r\n ,\"microsoft.offazure/mastersites/sqlsites/runasaccounts\": { \"SingularDisplayName\": \"Microsoft.OffAzure master sites sql sites run as account\" }\r\n ,\"microsoft.offazure/mastersites/sqlsites/sqlavailabilitygroups\": { \"SingularDisplayName\": \"Microsoft.OffAzure master sites sql sites sql availability group\" }\r\n ,\"microsoft.offazure/mastersites/sqlsites/sqldatabases\": { \"SingularDisplayName\": \"Microsoft.OffAzure master sites sql sites sql database\" }\r\n ,\"microsoft.offazure/mastersites/sqlsites/sqlservers\": { \"SingularDisplayName\": \"Microsoft.OffAzure master sites sql sites sql server\" }\r\n ,\"microsoft.offazure/mastersites/webappsites\": { \"SingularDisplayName\": \"Microsoft.OffAzure master sites web app site\" }\r\n ,\"microsoft.offazure/mastersites/webappsites/discoverysitedatasources\": { \"SingularDisplayName\": \"Microsoft.OffAzure master sites web app sites discovery site data source\" }\r\n ,\"microsoft.offazure/mastersites/webappsites/extendedmachines\": { \"SingularDisplayName\": \"Microsoft.OffAzure master sites web app sites extended machine\" }\r\n ,\"microsoft.offazure/mastersites/webappsites/iiswebapplications\": { \"SingularDisplayName\": \"Microsoft.OffAzure master sites web app sites iis web application\" }\r\n ,\"microsoft.offazure/mastersites/webappsites/iiswebservers\": { \"SingularDisplayName\": \"Microsoft.OffAzure master sites web app sites iis web server\" }\r\n ,\"microsoft.offazure/mastersites/webappsites/runasaccounts\": { \"SingularDisplayName\": \"Microsoft.OffAzure master sites web app sites runasaccount\" }\r\n ,\"microsoft.offazure/mastersites/webappsites/tomcatwebapplications\": { \"SingularDisplayName\": \"Microsoft.OffAzure master sites web app sites tomcat web application\" }\r\n ,\"microsoft.offazure/mastersites/webappsites/tomcatwebservers\": { \"SingularDisplayName\": \"Microsoft.OffAzure master sites web app sites tomcat web server\" }\r\n ,\"microsoft.offazure/serversites\": { \"SingularDisplayName\": \"Microsoft.OffAzure server site\" }\r\n ,\"microsoft.offazure/serversites/jobs\": { \"SingularDisplayName\": \"Microsoft.OffAzure server sites job\" }\r\n ,\"microsoft.offazure/serversites/machines\": { \"SingularDisplayName\": \"Microsoft.OffAzure server sites machine\" }\r\n ,\"microsoft.offazure/serversites/machines/softwareinventories\": { \"SingularDisplayName\": \"Microsoft.OffAzure server sites machines software inventory\" }\r\n ,\"microsoft.offazure/serversites/operationsstatus\": { \"SingularDisplayName\": \"Microsoft.OffAzure server sites operations statu\" }\r\n ,\"microsoft.offazure/serversites/runasaccounts\": { \"SingularDisplayName\": \"Microsoft.OffAzure server sites run as account\" }\r\n ,\"microsoft.offazure/vmwaresites\": { \"SingularDisplayName\": \"Microsoft.OffAzure vmware site\" }\r\n ,\"microsoft.offazure/vmwaresites/hosts\": { \"SingularDisplayName\": \"Microsoft.OffAzure vmware sites host\" }\r\n ,\"microsoft.offazure/vmwaresites/jobs\": { \"SingularDisplayName\": \"Microsoft.OffAzure vmware sites job\" }\r\n ,\"microsoft.offazure/vmwaresites/machines\": { \"SingularDisplayName\": \"Microsoft.OffAzure vmware sites machine\" }\r\n ,\"microsoft.offazure/vmwaresites/machines/softwareinventories\": { \"SingularDisplayName\": \"Microsoft.OffAzure vmware sites machines software inventory\" }\r\n ,\"microsoft.offazure/vmwaresites/operationsstatus\": { \"SingularDisplayName\": \"Microsoft.OffAzure vmware sites operations statu\" }\r\n ,\"microsoft.offazure/vmwaresites/runasaccounts\": { \"SingularDisplayName\": \"Microsoft.OffAzure vmware sites run as account\" }\r\n ,\"microsoft.offazure/vmwaresites/vcenters\": { \"SingularDisplayName\": \"Microsoft.OffAzure vmware sites vcenter\" }\r\n ,\"microsoft.offazurespringboot/springbootsites\": { \"SingularDisplayName\": \"Microsoft.OffAzureSpringBoot springbootsite\" }\r\n ,\"microsoft.offazurespringboot/springbootsites/errorsummaries\": { \"SingularDisplayName\": \"Microsoft.OffAzureSpringBoot springbootsites error summary\" }\r\n ,\"microsoft.offazurespringboot/springbootsites/springbootapps\": { \"SingularDisplayName\": \"Microsoft.OffAzureSpringBoot springbootsites springbootapp\" }\r\n ,\"microsoft.offazurespringboot/springbootsites/springbootservers\": { \"SingularDisplayName\": \"Microsoft.OffAzureSpringBoot springbootsites springbootserver\" }\r\n ,\"microsoft.offazurespringboot/springbootsites/summaries\": { \"SingularDisplayName\": \"Microsoft.OffAzureSpringBoot springbootsites summary\" }\r\n ,\"microsoft.openenergyplatform/energyservices\": { \"SingularDisplayName\": \"Azure Data Manager for Energy\" }\r\n ,\"microsoft.openlogisticsplatform/workspaces\": { \"SingularDisplayName\": \"Microsoft.OpenLogisticsPlatform workspace\" }\r\n ,\"microsoft.openlogisticsplatform/workspaces/applicationregistrations\": { \"SingularDisplayName\": \"Microsoft.OpenLogisticsPlatform workspaces application registration\" }\r\n ,\"microsoft.openlogisticsplatform/workspaces/applications\": { \"SingularDisplayName\": \"Microsoft.OpenLogisticsPlatform workspaces application\" }\r\n ,\"microsoft.openlogisticsplatform/workspaces/eventgridfilters\": { \"SingularDisplayName\": \"Microsoft.OpenLogisticsPlatform workspaces event grid filter\" }\r\n ,\"microsoft.openlogisticsplatform/workspaces/shares\": { \"SingularDisplayName\": \"Microsoft.OpenLogisticsPlatform workspaces share\" }\r\n ,\"microsoft.openlogisticsplatform/workspaces/sharesubscriptions\": { \"SingularDisplayName\": \"Microsoft.OpenLogisticsPlatform workspaces share subscription\" }\r\n ,\"microsoft.operationalinsights/clusters\": { \"SingularDisplayName\": \"Log Analytics dedicated cluster\" }\r\n ,\"microsoft.operationalinsights/querypacks\": { \"SingularDisplayName\": \"Log Analytics query pack\" }\r\n ,\"microsoft.operationalinsights/workspaces\": { \"SingularDisplayName\": \"Log Analytics workspace\" }\r\n ,\"microsoft.operationsmanagement/managementassociations\": { \"SingularDisplayName\": \"Microsoft.OperationsManagement management association\" }\r\n ,\"microsoft.operationsmanagement/solutions\": { \"SingularDisplayName\": \"Solution\" }\r\n ,\"microsoft.operatorvoicemail/operatorvoicemailinstances\": { \"SingularDisplayName\": \"Microsoft.OperatorVoicemail operator voicemail instance\" }\r\n ,\"microsoft.oraclediscovery/oraclesites\": { \"SingularDisplayName\": \"Microsoft.OracleDiscovery oracle site\" }\r\n ,\"microsoft.oraclediscovery/oraclesites/errorsummaries\": { \"SingularDisplayName\": \"Microsoft.OracleDiscovery oracle sites error summary\" }\r\n ,\"microsoft.oraclediscovery/oraclesites/oracledatabases\": { \"SingularDisplayName\": \"Microsoft.OracleDiscovery oracle sites oracle database\" }\r\n ,\"microsoft.oraclediscovery/oraclesites/oracleservers\": { \"SingularDisplayName\": \"Microsoft.OracleDiscovery oracle sites oracle server\" }\r\n ,\"microsoft.oraclediscovery/oraclesites/summaries\": { \"SingularDisplayName\": \"Microsoft.OracleDiscovery oracle sites summary\" }\r\n ,\"microsoft.orbital/cloudaccessrouters\": { \"SingularDisplayName\": \"Cloud Access Router\" }\r\n ,\"microsoft.orbital/contactprofiles\": { \"SingularDisplayName\": \"Contact Profile\" }\r\n ,\"microsoft.orbital/edgesites\": { \"SingularDisplayName\": \"Edge Site\" }\r\n ,\"microsoft.orbital/geocatalogs\": { \"SingularDisplayName\": \"GeoCatalog\" }\r\n ,\"microsoft.orbital/globalcommunicationssites\": { \"SingularDisplayName\": \"Microsoft.Orbital global communications site\" }\r\n ,\"microsoft.orbital/groundstations\": { \"SingularDisplayName\": \"Ground Station\" }\r\n ,\"microsoft.orbital/l2connections\": { \"SingularDisplayName\": \"L2 Connection\" }\r\n ,\"microsoft.orbital/sdwancontrollers\": { \"SingularDisplayName\": \"SDWAN Controller\" }\r\n ,\"microsoft.orbital/spacecrafts\": { \"SingularDisplayName\": \"Spacecraft\" }\r\n ,\"microsoft.orbital/spacecrafts/contacts\": { \"SingularDisplayName\": \"Contact\" }\r\n ,\"microsoft.orbital/terminals\": { \"SingularDisplayName\": \"Cloud Access Terminal\" }\r\n ,\"microsoft.partnermanagedconsumerrecurrence/recurrences\": { \"SingularDisplayName\": \"Microsoft.PartnerManagedConsumerRecurrence recurrence\" }\r\n ,\"microsoft.partnermanagedconsumerrecurrence/recurrences/operationresult\": { \"SingularDisplayName\": \"Microsoft.PartnerManagedConsumerRecurrence recurrences operation result\" }\r\n ,\"microsoft.peering/peerasns\": { \"SingularDisplayName\": \"Microsoft.Peering peer asn\" }\r\n ,\"microsoft.peering/peerings\": { \"SingularDisplayName\": \"Peering\" }\r\n ,\"microsoft.peering/peerings/registeredasns\": { \"SingularDisplayName\": \"Registered ASN\" }\r\n ,\"microsoft.peering/peerings/registeredprefixes\": { \"SingularDisplayName\": \"Registered prefix\" }\r\n ,\"microsoft.peering/peeringservices\": { \"SingularDisplayName\": \"Peering Service\" }\r\n ,\"microsoft.peering/peeringservices/prefixes\": { \"SingularDisplayName\": \"Peering Service Prefix\" }\r\n ,\"microsoft.pki/pkis\": { \"SingularDisplayName\": \"Microsoft.Pki PKI\" }\r\n ,\"microsoft.pki/pkis/certificateauthorities\": { \"SingularDisplayName\": \"Microsoft.Pki pkis certificate authority\" }\r\n ,\"microsoft.pki/pkis/enrollmentpolicies\": { \"SingularDisplayName\": \"Microsoft.Pki pkis enrollment policy\" }\r\n ,\"microsoft.policyinsights/attestations\": { \"SingularDisplayName\": \"Microsoft.PolicyInsights attestation\" }\r\n ,\"microsoft.policyinsights/policymetadata\": { \"SingularDisplayName\": \"Microsoft.PolicyInsights policy metadata\" }\r\n ,\"microsoft.policyinsights/remediations\": { \"SingularDisplayName\": \"Microsoft.PolicyInsights remediation\" }\r\n ,\"microsoft.portal/consoles\": { \"SingularDisplayName\": \"Microsoft.Portal console\" }\r\n ,\"microsoft.portal/dashboards\": { \"SingularDisplayName\": \"Shared dashboard\" }\r\n ,\"microsoft.portal/tenantconfigurations\": { \"SingularDisplayName\": \"Microsoft.Portal tenant configuration\" }\r\n ,\"microsoft.portal/usersettings\": { \"SingularDisplayName\": \"Microsoft.Portal user setting\" }\r\n ,\"microsoft.portal/virtual-privatedashboards\": { \"SingularDisplayName\": \"Private dashboard\" }\r\n ,\"microsoft.portalservices/copilotsettings\": { \"SingularDisplayName\": \"Microsoft.PortalServices copilot setting\" }\r\n ,\"microsoft.portalservices/dashboards\": { \"SingularDisplayName\": \"Shared dashboard\" }\r\n ,\"microsoft.portalservices/extensions\": { \"SingularDisplayName\": \"Portal Extension\" }\r\n ,\"microsoft.portalservices/extensions/deployments\": { \"SingularDisplayName\": \"Extension Deployment\" }\r\n ,\"microsoft.portalservices/extensions/slots\": { \"SingularDisplayName\": \"Extension Slot\" }\r\n ,\"microsoft.portalservices/extensions/versions\": { \"SingularDisplayName\": \"Extension Version\" }\r\n ,\"microsoft.powerbi/privatelinkservicesforpowerbi\": { \"SingularDisplayName\": \"Microsoft.PowerBI private link services for power bi\" }\r\n ,\"microsoft.powerbi/privatelinkservicesforpowerbi/privateendpointconnections\": { \"SingularDisplayName\": \"Microsoft.PowerBI private link services for power bi private endpoint connection\" }\r\n ,\"microsoft.powerbi/privatelinkservicesforpowerbi/privatelinkresources\": { \"SingularDisplayName\": \"Microsoft.PowerBI private link services for power bi private link resource\" }\r\n ,\"microsoft.powerbi/workspacecollections\": { \"SingularDisplayName\": \"Microsoft.PowerBI workspace collection\" }\r\n ,\"microsoft.powerbidedicated/autoscalevcores\": { \"SingularDisplayName\": \"Microsoft.PowerBIDedicated auto scale vcore\" }\r\n ,\"microsoft.powerbidedicated/capacities\": { \"SingularDisplayName\": \"Power BI Embedded\" }\r\n ,\"microsoft.powerplatform/accounts\": { \"SingularDisplayName\": \"Microsoft.PowerPlatform account\" }\r\n ,\"microsoft.professionalservice/resources\": { \"SingularDisplayName\": \"Professional Service\" }\r\n ,\"microsoft.programmableconnectivity/gateways\": { \"SingularDisplayName\": \"APC Gateway\" }\r\n ,\"microsoft.programmableconnectivity/operatorapiconnections\": { \"SingularDisplayName\": \"APC Operator API Connection\" }\r\n ,\"microsoft.programmableconnectivity/operatorapiplans\": { \"SingularDisplayName\": \"APC Operator API Plan\" }\r\n ,\"microsoft.providerhub/providerregistrations\": { \"SingularDisplayName\": \"Resource Provider as a Service\" }\r\n ,\"microsoft.providerhub/providerregistrations/customrollouts\": { \"SingularDisplayName\": \"Rollout\" }\r\n ,\"microsoft.providerhub/providerregistrations/defaultrollouts\": { \"SingularDisplayName\": \"Rollout\" }\r\n ,\"microsoft.providerhub/providerregistrations/resourcetyperegistrations\": { \"SingularDisplayName\": \"Resource Type\" }\r\n ,\"microsoft.providerhub/providerregistrations/resourcetyperegistrations/resourcetyperegistrations\": { \"SingularDisplayName\": \"Resource Type\" }\r\n ,\"microsoft.providerhubdevtest/regionalstresstests\": { \"SingularDisplayName\": \"Microsoft.ProviderHubDevTest regional stresstest\" }\r\n ,\"microsoft.providerhubdevtest/stresstests\": { \"SingularDisplayName\": \"Microsoft.ProviderHubDevTest stresstest\" }\r\n ,\"microsoft.purview/accounts\": { \"SingularDisplayName\": \"Microsoft Purview account\" }\r\n ,\"microsoft.quantum/workspaces\": { \"SingularDisplayName\": \"Quantum Workspace\" }\r\n ,\"microsoft.quota/groupquotas\": { \"SingularDisplayName\": \"Microsoft.Quota group quota\" }\r\n ,\"microsoft.quota/groupquotas/groupquotarequests\": { \"SingularDisplayName\": \"Microsoft.Quota group quotas group quota request\" }\r\n ,\"microsoft.quota/groupquotas/quotaallocationrequests\": { \"SingularDisplayName\": \"Microsoft.Quota group quotas quota allocation request\" }\r\n ,\"microsoft.quota/groupquotas/quotaallocations\": { \"SingularDisplayName\": \"Microsoft.Quota group quotas quota allocation\" }\r\n ,\"microsoft.quota/groupquotas/subscriptionrequests\": { \"SingularDisplayName\": \"Microsoft.Quota group quotas subscription request\" }\r\n ,\"microsoft.quota/groupquotas/subscriptions\": { \"SingularDisplayName\": \"Microsoft.Quota group quotas subscription\" }\r\n ,\"microsoft.quota/quotarequests\": { \"SingularDisplayName\": \"Microsoft.Quota quota request\" }\r\n ,\"microsoft.quota/quotas\": { \"SingularDisplayName\": \"Microsoft.Quota quota\" }\r\n ,\"microsoft.quota/usages\": { \"SingularDisplayName\": \"Microsoft.Quota usage\" }\r\n ,\"microsoft.recommendationsservice/accounts\": { \"SingularDisplayName\": \"Intelligent Recommendations Account\" }\r\n ,\"microsoft.recommendationsservice/accounts/modeling\": { \"SingularDisplayName\": \"Modeling\" }\r\n ,\"microsoft.recommendationsservice/accounts/serviceendpoints\": { \"SingularDisplayName\": \"Service Endpoint\" }\r\n ,\"microsoft.recoveryservices/replicationeligibilityresults\": { \"SingularDisplayName\": \"Microsoft.RecoveryServices replication eligibility result\" }\r\n ,\"microsoft.recoveryservices/vaults\": { \"SingularDisplayName\": \"Recovery Services vault\" }\r\n ,\"microsoft.recoveryservices/vaults/backupfabrics/protectioncontainers/protecteditems\": { \"SingularDisplayName\": \"Backup Item\" }\r\n ,\"microsoft.redhatopenshift/openshiftclusters\": { \"SingularDisplayName\": \"Azure Red Hat OpenShift cluster\" }\r\n ,\"microsoft.relay/namespaces\": { \"SingularDisplayName\": \"Relay\" }\r\n ,\"microsoft.relay/namespaces/hybridconnections\": { \"SingularDisplayName\": \"Hybrid connection\" }\r\n ,\"microsoft.relay/namespaces/wcfrelays\": { \"SingularDisplayName\": \"WCF relay\" }\r\n ,\"microsoft.resilience/resiliencestates\": { \"SingularDisplayName\": \"Microsoft.Resilience resilience state\" }\r\n ,\"microsoft.resourceconnector/appliances\": { \"SingularDisplayName\": \"Resource bridge\" }\r\n })[tolower(id)]\r\n}\r\n", + "$fxv#4": "// Copyright (c) Microsoft Corporation.\r\n// Licensed under the MIT License.\r\n\r\n.create-or-alter function \r\nwith (docstring = 'Return details about the specified ID.', folder = 'OpenData/Internal')\r\n_resource_type_4(id: string) {\r\n dynamic({\r\n \"microsoft.resourcegraph/queries\": { \"SingularDisplayName\": \"Resource Graph query\" }\r\n ,\"microsoft.resourcehealth/availabilitystatuses\": { \"SingularDisplayName\": \"Microsoft.ResourceHealth availability statuse\" }\r\n ,\"microsoft.resourcehealth/childavailabilitystatuses\": { \"SingularDisplayName\": \"Microsoft.ResourceHealth child availability statuse\" }\r\n ,\"microsoft.resourcehealth/emergingissues\": { \"SingularDisplayName\": \"Microsoft.ResourceHealth emerging issue\" }\r\n ,\"microsoft.resourcehealth/events\": { \"SingularDisplayName\": \"Microsoft.ResourceHealth event\" }\r\n ,\"microsoft.resourcehealth/events/impactedresources\": { \"SingularDisplayName\": \"Microsoft.ResourceHealth events impacted resource\" }\r\n ,\"microsoft.resourcehealth/metadata\": { \"SingularDisplayName\": \"Microsoft.ResourceHealth metadata\" }\r\n ,\"microsoft.resources/builtintemplatespecs\": { \"SingularDisplayName\": \"Built-in template spec\" }\r\n ,\"microsoft.resources/changes\": { \"SingularDisplayName\": \"Microsoft.Resources change\" }\r\n ,\"microsoft.resources/databoundaries\": { \"SingularDisplayName\": \"Microsoft.Resources data boundary\" }\r\n ,\"microsoft.resources/deletedresources\": { \"SingularDisplayName\": \"Recycle Bin\" }\r\n ,\"microsoft.resources/deployments\": { \"SingularDisplayName\": \"Microsoft.Resources deployment\" }\r\n ,\"microsoft.resources/deployments/operations\": { \"SingularDisplayName\": \"Microsoft.Resources deployments operation\" }\r\n ,\"microsoft.resources/deploymentscripts\": { \"SingularDisplayName\": \"Deployment Script\" }\r\n ,\"microsoft.resources/deploymentstacks\": { \"SingularDisplayName\": \"Deployment stack\" }\r\n ,\"microsoft.resources/mobobrokers\": { \"SingularDisplayName\": \"Microsoft.Resources mobo broker\" }\r\n ,\"microsoft.resources/resourcechange\": { \"SingularDisplayName\": \"Change Analysis\" }\r\n ,\"microsoft.resources/resourcechanges\": { \"SingularDisplayName\": \"Resource change\" }\r\n ,\"microsoft.resources/resourcegraphvisualizer\": { \"SingularDisplayName\": \"Resource Graph Visualizer\" }\r\n ,\"microsoft.resources/resourcegroups\": { \"SingularDisplayName\": \"Microsoft.Resources resource group\" }\r\n ,\"microsoft.resources/resources\": { \"SingularDisplayName\": \"Resource\" }\r\n ,\"microsoft.resources/snapshots\": { \"SingularDisplayName\": \"Microsoft.Resources snapshot\" }\r\n ,\"microsoft.resources/subscriptions\": { \"SingularDisplayName\": \"Subscription\" }\r\n ,\"microsoft.resources/subscriptions/resourcegroups\": { \"SingularDisplayName\": \"Resource group\" }\r\n ,\"microsoft.resources/tags\": { \"SingularDisplayName\": \"Microsoft.Resources tag\" }\r\n ,\"microsoft.resources/templatespecs\": { \"SingularDisplayName\": \"Template spec\" }\r\n ,\"microsoft.saas/applications\": { \"SingularDisplayName\": \"Software as a Service (classic)\" }\r\n ,\"microsoft.saas/resources\": { \"SingularDisplayName\": \"SaaS\" }\r\n ,\"microsoft.saas/saasresources\": { \"SingularDisplayName\": \"SaaS (classic)\" }\r\n ,\"microsoft.saashub/cloudservices/hidden\": { \"SingularDisplayName\": \"Microsoft SaaS\" }\r\n ,\"microsoft.salescopilot/conversationintelligencerecordingaccounts\": { \"SingularDisplayName\": \"Microsoft.SalesCopilot conversation intelligence recording account\" }\r\n ,\"microsoft.samplepartner/organizations\": { \"SingularDisplayName\": \"Sample Partner Resource\" }\r\n ,\"microsoft.scheduler/jobcollections\": { \"SingularDisplayName\": \"Scheduler job collection\" }\r\n ,\"microsoft.scheduler/jobcollections/jobs\": { \"SingularDisplayName\": \"Scheduler job\" }\r\n ,\"microsoft.scom/managedinstances\": { \"SingularDisplayName\": \"SCOM managed instance\" }\r\n ,\"microsoft.scvmm/availabilitysets\": { \"SingularDisplayName\": \"Microsoft.ScVmm availability set\" }\r\n ,\"microsoft.scvmm/clouds\": { \"SingularDisplayName\": \"Microsoft.ScVmm cloud\" }\r\n ,\"microsoft.scvmm/virtualmachineinstances\": { \"SingularDisplayName\": \"Microsoft.ScVmm virtual machine instance\" }\r\n ,\"microsoft.scvmm/virtualmachineinstances/guestagents\": { \"SingularDisplayName\": \"Microsoft.ScVmm virtual machine instances guest agent\" }\r\n ,\"microsoft.scvmm/virtualmachineinstances/hybrididentitymetadata\": { \"SingularDisplayName\": \"Microsoft.ScVmm virtual machine instances hybrid identity metadata\" }\r\n ,\"microsoft.scvmm/virtualmachines\": { \"SingularDisplayName\": \"SCVMM virtual machine - Azure Arc\" }\r\n ,\"microsoft.scvmm/virtualmachinetemplates\": { \"SingularDisplayName\": \"Microsoft.ScVmm virtual machine template\" }\r\n ,\"microsoft.scvmm/virtualnetworks\": { \"SingularDisplayName\": \"Microsoft.ScVmm virtual network\" }\r\n ,\"microsoft.scvmm/vmmservers\": { \"SingularDisplayName\": \"SCVMM management server\" }\r\n ,\"microsoft.search/searchservices\": { \"SingularDisplayName\": \"Search service\" }\r\n ,\"microsoft.secretmanagementsampleprovider/forecasts\": { \"SingularDisplayName\": \"Microsoft.SecretManagementSampleProvider forecast\" }\r\n ,\"microsoft.secretsynccontroller/azurekeyvaultsecretproviderclasses\": { \"SingularDisplayName\": \"Microsoft.SecretSyncController Azure key vault secret provider class\" }\r\n ,\"microsoft.secretsynccontroller/secretsyncs\": { \"SingularDisplayName\": \"Microsoft.SecretSyncController secret sync\" }\r\n ,\"microsoft.security/adaptivenetworkhardenings\": { \"SingularDisplayName\": \"Microsoft.Security adaptive network hardening\" }\r\n ,\"microsoft.security/advancedthreatprotectionsettings\": { \"SingularDisplayName\": \"Microsoft.Security advanced threat protection setting\" }\r\n ,\"microsoft.security/alertssuppressionrules\": { \"SingularDisplayName\": \"Microsoft.Security alerts suppression rule\" }\r\n ,\"microsoft.security/apicollections\": { \"SingularDisplayName\": \"Microsoft.Security API collection\" }\r\n ,\"microsoft.security/applications\": { \"SingularDisplayName\": \"Microsoft.Security application\" }\r\n ,\"microsoft.security/assessmentmetadata\": { \"SingularDisplayName\": \"Microsoft.Security assessment metadata\" }\r\n ,\"microsoft.security/assessments\": { \"SingularDisplayName\": \"Microsoft.Security assessment\" }\r\n ,\"microsoft.security/assessments/governanceassignments\": { \"SingularDisplayName\": \"Microsoft.Security assessments governance assignment\" }\r\n ,\"microsoft.security/assessments/subassessments\": { \"SingularDisplayName\": \"Microsoft.Security assessments sub assessment\" }\r\n ,\"microsoft.security/assignments\": { \"SingularDisplayName\": \"Microsoft.Security assignment\" }\r\n ,\"microsoft.security/automations\": { \"SingularDisplayName\": \"Microsoft.Security automation\" }\r\n ,\"microsoft.security/autoprovisioningsettings\": { \"SingularDisplayName\": \"Microsoft.Security auto provisioning setting\" }\r\n ,\"microsoft.security/complianceresults\": { \"SingularDisplayName\": \"Microsoft.Security compliance result\" }\r\n ,\"microsoft.security/compliances\": { \"SingularDisplayName\": \"Microsoft.Security compliance\" }\r\n ,\"microsoft.security/connectors\": { \"SingularDisplayName\": \"Microsoft.Security connector\" }\r\n ,\"microsoft.security/customassessmentautomations\": { \"SingularDisplayName\": \"Microsoft.Security custom assessment automation\" }\r\n ,\"microsoft.security/defenderforstoragesettings\": { \"SingularDisplayName\": \"Microsoft.Security defender for storage setting\" }\r\n ,\"microsoft.security/defenderforstoragesettings/malwarescans\": { \"SingularDisplayName\": \"Microsoft.Security defender for storage settings malware scan\" }\r\n ,\"microsoft.security/devicesecuritygroups\": { \"SingularDisplayName\": \"Microsoft.Security device security group\" }\r\n ,\"microsoft.security/governancerules\": { \"SingularDisplayName\": \"Microsoft.Security governance rule\" }\r\n ,\"microsoft.security/governancerules/operationresults\": { \"SingularDisplayName\": \"Microsoft.Security governance rules operation result\" }\r\n ,\"microsoft.security/healthreports\": { \"SingularDisplayName\": \"Microsoft.Security health report\" }\r\n ,\"microsoft.security/informationprotectionpolicies\": { \"SingularDisplayName\": \"Microsoft.Security information protection policy\" }\r\n ,\"microsoft.security/iotsecuritysolutions\": { \"SingularDisplayName\": \"Microsoft.Security IoT security solution\" }\r\n ,\"microsoft.security/iotsecuritysolutions/analyticsmodels\": { \"SingularDisplayName\": \"Microsoft.Security IoT security solutions analytics model\" }\r\n ,\"microsoft.security/iotsecuritysolutions/analyticsmodels/aggregatedalerts\": { \"SingularDisplayName\": \"Microsoft.Security IoT security solutions analytics models aggregated alert\" }\r\n ,\"microsoft.security/iotsecuritysolutions/analyticsmodels/aggregatedrecommendations\": { \"SingularDisplayName\": \"Microsoft.Security IoT security solutions analytics models aggregated recommendation\" }\r\n ,\"microsoft.security/iotsecuritysolutions/iotalerts\": { \"SingularDisplayName\": \"Microsoft.Security IoT security solutions IoT alert\" }\r\n ,\"microsoft.security/iotsecuritysolutions/iotalerttypes\": { \"SingularDisplayName\": \"Microsoft.Security IoT security solutions IoT alert type\" }\r\n ,\"microsoft.security/iotsecuritysolutions/iotrecommendations\": { \"SingularDisplayName\": \"Microsoft.Security IoT security solutions IoT recommendation\" }\r\n ,\"microsoft.security/iotsecuritysolutions/iotrecommendationtypes\": { \"SingularDisplayName\": \"Microsoft.Security IoT security solutions IoT recommendation type\" }\r\n ,\"microsoft.security/locations/alerts\": { \"SingularDisplayName\": \"Security Alert\" }\r\n ,\"microsoft.security/mdeonboardings\": { \"SingularDisplayName\": \"Microsoft.Security mde onboarding\" }\r\n ,\"microsoft.security/pricings\": { \"SingularDisplayName\": \"Defender for Cloud\" }\r\n ,\"microsoft.security/pricings/securityoperators\": { \"SingularDisplayName\": \"Microsoft.Security pricings security operator\" }\r\n ,\"microsoft.security/regulatorycompliancestandards\": { \"SingularDisplayName\": \"Microsoft.Security regulatory compliance standard\" }\r\n ,\"microsoft.security/regulatorycompliancestandards/regulatorycompliancecontrols\": { \"SingularDisplayName\": \"Microsoft.Security regulatory compliance standards regulatory compliance control\" }\r\n ,\"microsoft.security/regulatorycompliancestandards/regulatorycompliancecontrols/regulatorycomplianceassessments\": { \"SingularDisplayName\": \"Microsoft.Security regulatory compliance standards regulatory compliance controls regulatory compliance assessment\" }\r\n ,\"microsoft.security/securescores\": { \"SingularDisplayName\": \"Microsoft.Security secure score\" }\r\n ,\"microsoft.security/securityconnectors\": { \"SingularDisplayName\": \"Microsoft.Security security connector\" }\r\n ,\"microsoft.security/securityconnectors/devops\": { \"SingularDisplayName\": \"Microsoft.Security security connectors devop\" }\r\n ,\"microsoft.security/securitycontacts\": { \"SingularDisplayName\": \"Microsoft.Security security contact\" }\r\n ,\"microsoft.security/sensitivitysettings\": { \"SingularDisplayName\": \"Microsoft.Security sensitivity setting\" }\r\n ,\"microsoft.security/servervulnerabilityassessments\": { \"SingularDisplayName\": \"Microsoft.Security server vulnerability assessment\" }\r\n ,\"microsoft.security/servervulnerabilityassessmentssettings\": { \"SingularDisplayName\": \"Microsoft.Security server vulnerability assessments setting\" }\r\n ,\"microsoft.security/settings\": { \"SingularDisplayName\": \"Microsoft.Security setting\" }\r\n ,\"microsoft.security/standards\": { \"SingularDisplayName\": \"Microsoft.Security standard\" }\r\n ,\"microsoft.security/workspacesettings\": { \"SingularDisplayName\": \"Microsoft.Security workspace setting\" }\r\n ,\"microsoft.securitycopilot/capacities\": { \"SingularDisplayName\": \"Microsoft Security Copilot compute capacity\" }\r\n ,\"microsoft.securitydetonation/chambers\": { \"SingularDisplayName\": \"Security Detonation Chamber\" }\r\n ,\"microsoft.securityinsightsarg/sentinel\": { \"SingularDisplayName\": \"Microsoft Sentinel\" }\r\n ,\"microsoft.serialconsole/consoleservices\": { \"SingularDisplayName\": \"Microsoft.SerialConsole console service\" }\r\n ,\"microsoft.serialconsole/serialports\": { \"SingularDisplayName\": \"Microsoft.SerialConsole serial port\" }\r\n ,\"microsoft.servicebus/namespaces\": { \"SingularDisplayName\": \"Service Bus namespace\" }\r\n ,\"microsoft.servicebus/namespaces/disasterrecoveryconfigs\": { \"SingularDisplayName\": \"Service Bus Geo-DR Alias\" }\r\n ,\"microsoft.servicebus/namespaces/queues\": { \"SingularDisplayName\": \"Service Bus queue\" }\r\n ,\"microsoft.servicebus/namespaces/topics\": { \"SingularDisplayName\": \"Service Bus topic\" }\r\n ,\"microsoft.servicebus/namespaces/topics/subscriptions\": { \"SingularDisplayName\": \"Service Bus Subscription\" }\r\n ,\"microsoft.servicefabric/clusters\": { \"SingularDisplayName\": \"Service Fabric cluster\" }\r\n ,\"microsoft.servicefabric/managedclusters\": { \"SingularDisplayName\": \"Service Fabric managed cluster\" }\r\n ,\"microsoft.servicefabricmesh/applications\": { \"SingularDisplayName\": \"Microsoft.ServiceFabricMesh application\" }\r\n ,\"microsoft.servicefabricmesh/applications/services\": { \"SingularDisplayName\": \"Microsoft.ServiceFabricMesh applications service\" }\r\n ,\"microsoft.servicefabricmesh/applications/services/replicas\": { \"SingularDisplayName\": \"Microsoft.ServiceFabricMesh applications services replica\" }\r\n ,\"microsoft.servicefabricmesh/gateways\": { \"SingularDisplayName\": \"Microsoft.ServiceFabricMesh gateway\" }\r\n ,\"microsoft.servicefabricmesh/networks\": { \"SingularDisplayName\": \"Microsoft.ServiceFabricMesh network\" }\r\n ,\"microsoft.servicefabricmesh/secrets\": { \"SingularDisplayName\": \"Microsoft.ServiceFabricMesh secret\" }\r\n ,\"microsoft.servicefabricmesh/secrets/values\": { \"SingularDisplayName\": \"Microsoft.ServiceFabricMesh secrets value\" }\r\n ,\"microsoft.servicefabricmesh/volumes\": { \"SingularDisplayName\": \"Microsoft.ServiceFabricMesh volume\" }\r\n ,\"microsoft.servicelinker/dryruns\": { \"SingularDisplayName\": \"Microsoft.ServiceLinker dryrun\" }\r\n ,\"microsoft.servicelinker/linkers\": { \"SingularDisplayName\": \"Microsoft.ServiceLinker linker\" }\r\n ,\"microsoft.servicenetworking/trafficcontrollers\": { \"SingularDisplayName\": \"Application Gateway for Containers\" }\r\n ,\"microsoft.serviceshub/connectors\": { \"SingularDisplayName\": \"Services Hub Connector\" }\r\n ,\"microsoft.signalrservice/signalr\": { \"SingularDisplayName\": \"SignalR\" }\r\n ,\"microsoft.signalrservice/signalr/replicas\": { \"SingularDisplayName\": \"SignalR Replica\" }\r\n ,\"microsoft.signalrservice/webpubsub\": { \"SingularDisplayName\": \"Web PubSub Service\" }\r\n ,\"microsoft.signalrservice/webpubsub/replicas\": { \"SingularDisplayName\": \"Web PubSub Service Replica\" }\r\n ,\"microsoft.skytap/billingnodes\": { \"SingularDisplayName\": \"Microsoft.Skytap billing node\" }\r\n ,\"microsoft.skytap/interfaces\": { \"SingularDisplayName\": \"Microsoft.Skytap interface\" }\r\n ,\"microsoft.skytap/nodes\": { \"SingularDisplayName\": \"Microsoft.Skytap node\" }\r\n ,\"microsoft.softwareplan/hybridusebenefits\": { \"SingularDisplayName\": \"Microsoft.SoftwarePlan hybrid use benefit\" }\r\n ,\"microsoft.solutions/applicationdefinitions\": { \"SingularDisplayName\": \"Service catalog managed application definition\" }\r\n ,\"microsoft.solutions/applications\": { \"SingularDisplayName\": \"Managed application\" }\r\n ,\"microsoft.solutions/jitrequests\": { \"SingularDisplayName\": \"Microsoft.Solutions JIT request\" }\r\n ,\"microsoft.sovereign/landingzoneaccounts\": { \"SingularDisplayName\": \"Landing zone accounts\" }\r\n ,\"microsoft.sovereign/landingzoneaccounts/landingzoneconfigurations\": { \"SingularDisplayName\": \"Landing Zone Configuration\" }\r\n ,\"microsoft.sovereign/landingzoneaccounts/landingzoneregistrations\": { \"SingularDisplayName\": \"Landing Zone Registration\" }\r\n ,\"microsoft.sovereign/landingzoneconfigurations\": { \"SingularDisplayName\": \"Landing Zone Configuration\" }\r\n ,\"microsoft.sovereign/landingzoneregistrations\": { \"SingularDisplayName\": \"Landing Zone Registration\" }\r\n ,\"microsoft.sovereign/transparencylogs\": { \"SingularDisplayName\": \"Transparency log\" }\r\n ,\"microsoft.sql/azuresql\": { \"SingularDisplayName\": \"Azure SQL resource\" }\r\n ,\"microsoft.sql/instancepools\": { \"SingularDisplayName\": \"Instance pool\" }\r\n ,\"microsoft.sql/managedinstances\": { \"SingularDisplayName\": \"SQL managed instance\" }\r\n ,\"microsoft.sql/managedinstances/databases\": { \"SingularDisplayName\": \"Managed database\" }\r\n ,\"microsoft.sql/servers\": { \"SingularDisplayName\": \"SQL server\" }\r\n ,\"microsoft.sql/servers/databases\": { \"SingularDisplayName\": \"SQL database\" }\r\n ,\"microsoft.sql/servers/elasticpools\": { \"SingularDisplayName\": \"SQL elastic pool\" }\r\n ,\"microsoft.sql/servers/jobagents\": { \"SingularDisplayName\": \"Elastic Job agent\" }\r\n ,\"microsoft.sql/virtualclusters\": { \"SingularDisplayName\": \"Virtual cluster\" }\r\n ,\"microsoft.sqlvirtualmachine/sqlvirtualmachinegroups\": { \"SingularDisplayName\": \"Microsoft.SqlVirtualMachine sql virtual machine group\" }\r\n ,\"microsoft.sqlvirtualmachine/sqlvirtualmachinegroups/availabilitygrouplisteners\": { \"SingularDisplayName\": \"Microsoft.SqlVirtualMachine sql virtual machine groups availability group listener\" }\r\n ,\"microsoft.sqlvirtualmachine/sqlvirtualmachines\": { \"SingularDisplayName\": \"SQL virtual machine\" }\r\n ,\"microsoft.standbypool/standbycontainergrouppools\": { \"SingularDisplayName\": \"Microsoft.StandbyPool standby container group pool\" }\r\n ,\"microsoft.standbypool/standbycontainergrouppools/runtimeviews\": { \"SingularDisplayName\": \"Microsoft.StandbyPool standby container group pools runtime view\" }\r\n ,\"microsoft.standbypool/standbyvirtualmachinepools\": { \"SingularDisplayName\": \"Microsoft.StandbyPool standby virtual machine pool\" }\r\n ,\"microsoft.standbypool/standbyvirtualmachinepools/runtimeviews\": { \"SingularDisplayName\": \"Microsoft.StandbyPool standby virtual machine pools runtime view\" }\r\n ,\"microsoft.standbypool/standbyvirtualmachinepools/standbyvirtualmachines\": { \"SingularDisplayName\": \"Microsoft.StandbyPool standby virtual machine pools standby virtual machine\" }\r\n ,\"microsoft.storage/storageaccounts\": { \"SingularDisplayName\": \"Storage account\" }\r\n ,\"microsoft.storageactions/storagetasks\": { \"SingularDisplayName\": \"Storage task - Azure Storage Actions\" }\r\n ,\"microsoft.storagecache/amlfilesystems\": { \"SingularDisplayName\": \"Azure Managed Lustre\" }\r\n ,\"microsoft.storagecache/caches\": { \"SingularDisplayName\": \"HPC cache\" }\r\n ,\"microsoft.storageinsights/storagecollectionrules\": { \"SingularDisplayName\": \"Microsoft.StorageInsights storage collection rule\" }\r\n ,\"microsoft.storagemover/storagemovers\": { \"SingularDisplayName\": \"Storage mover\" }\r\n ,\"microsoft.storagepool/diskpools\": { \"SingularDisplayName\": \"Microsoft.StoragePool disk pool\" }\r\n ,\"microsoft.storagepool/diskpools/iscsitargets\": { \"SingularDisplayName\": \"Microsoft.StoragePool disk pools iscsi target\" }\r\n ,\"microsoft.storagesync/storagesyncservices\": { \"SingularDisplayName\": \"Storage Sync Service\" }\r\n ,\"microsoft.storagetasks/storagetasks\": { \"SingularDisplayName\": \"Microsoft.StorageTasks storage task\" }\r\n ,\"microsoft.storsimple/managers\": { \"SingularDisplayName\": \"StorSimple device manager\" }\r\n ,\"microsoft.storsimple/managers/accesscontrolrecords\": { \"SingularDisplayName\": \"Microsoft.StorSimple managers access control record\" }\r\n ,\"microsoft.storsimple/managers/bandwidthsettings\": { \"SingularDisplayName\": \"Microsoft.StorSimple managers bandwidth setting\" }\r\n ,\"microsoft.storsimple/managers/certificates\": { \"SingularDisplayName\": \"Microsoft.StorSimple managers certificate\" }\r\n ,\"microsoft.storsimple/managers/devices\": { \"SingularDisplayName\": \"Microsoft.StorSimple managers device\" }\r\n ,\"microsoft.storsimple/managers/devices/alertsettings\": { \"SingularDisplayName\": \"Microsoft.StorSimple managers devices alert setting\" }\r\n ,\"microsoft.storsimple/managers/devices/backuppolicies\": { \"SingularDisplayName\": \"Microsoft.StorSimple managers devices backup policy\" }\r\n ,\"microsoft.storsimple/managers/devices/backuppolicies/schedules\": { \"SingularDisplayName\": \"Microsoft.StorSimple managers devices backup policies schedule\" }\r\n ,\"microsoft.storsimple/managers/devices/backupschedulegroups\": { \"SingularDisplayName\": \"Microsoft.StorSimple managers devices backup schedule group\" }\r\n ,\"microsoft.storsimple/managers/devices/chapsettings\": { \"SingularDisplayName\": \"Microsoft.StorSimple managers devices chap setting\" }\r\n ,\"microsoft.storsimple/managers/devices/fileservers\": { \"SingularDisplayName\": \"Microsoft.StorSimple managers devices fileserver\" }\r\n ,\"microsoft.storsimple/managers/devices/fileservers/shares\": { \"SingularDisplayName\": \"Microsoft.StorSimple managers devices fileservers share\" }\r\n ,\"microsoft.storsimple/managers/devices/iscsiservers\": { \"SingularDisplayName\": \"Microsoft.StorSimple managers devices iscsiserver\" }\r\n ,\"microsoft.storsimple/managers/devices/iscsiservers/disks\": { \"SingularDisplayName\": \"Microsoft.StorSimple managers devices iscsiservers disk\" }\r\n ,\"microsoft.storsimple/managers/devices/jobs\": { \"SingularDisplayName\": \"Microsoft.StorSimple managers devices job\" }\r\n ,\"microsoft.storsimple/managers/devices/networksettings\": { \"SingularDisplayName\": \"Microsoft.StorSimple managers devices network setting\" }\r\n ,\"microsoft.storsimple/managers/devices/securitysettings\": { \"SingularDisplayName\": \"Microsoft.StorSimple managers devices security setting\" }\r\n ,\"microsoft.storsimple/managers/devices/timesettings\": { \"SingularDisplayName\": \"Microsoft.StorSimple managers devices time setting\" }\r\n ,\"microsoft.storsimple/managers/devices/updatesummary\": { \"SingularDisplayName\": \"Microsoft.StorSimple managers devices update summary\" }\r\n ,\"microsoft.storsimple/managers/devices/volumecontainers\": { \"SingularDisplayName\": \"Microsoft.StorSimple managers devices volume container\" }\r\n ,\"microsoft.storsimple/managers/devices/volumecontainers/volumes\": { \"SingularDisplayName\": \"Microsoft.StorSimple managers devices volume containers volume\" }\r\n ,\"microsoft.storsimple/managers/encryptionsettings\": { \"SingularDisplayName\": \"Microsoft.StorSimple managers encryption setting\" }\r\n ,\"microsoft.storsimple/managers/extendedinformation\": { \"SingularDisplayName\": \"Microsoft.StorSimple managers extended information\" }\r\n ,\"microsoft.storsimple/managers/storageaccountcredentials\": { \"SingularDisplayName\": \"Microsoft.StorSimple managers storage account credential\" }\r\n ,\"microsoft.storsimple/managers/storagedomains\": { \"SingularDisplayName\": \"Microsoft.StorSimple managers storage domain\" }\r\n ,\"microsoft.streamanalytics/clusters\": { \"SingularDisplayName\": \"Stream Analytics cluster\" }\r\n ,\"microsoft.streamanalytics/streamingjobs\": { \"SingularDisplayName\": \"Stream Analytics job\" }\r\n ,\"microsoft.subscription/aliases\": { \"SingularDisplayName\": \"Microsoft.Subscription aliase\" }\r\n ,\"microsoft.subscription/changetenantrequest\": { \"SingularDisplayName\": \"Microsoft.Subscription change tenant request\" }\r\n ,\"microsoft.subscription/policies\": { \"SingularDisplayName\": \"Microsoft.Subscription policy\" }\r\n ,\"microsoft.subscription/subscriptiondefinitions\": { \"SingularDisplayName\": \"Microsoft.Subscription subscription definition\" }\r\n ,\"microsoft.subscription/subscriptionoperations\": { \"SingularDisplayName\": \"Microsoft.Subscription subscription operation\" }\r\n ,\"microsoft.support/fileworkspaces\": { \"SingularDisplayName\": \"Microsoft.Support file workspace\" }\r\n ,\"microsoft.support/fileworkspaces/files\": { \"SingularDisplayName\": \"Microsoft.Support file workspaces file\" }\r\n ,\"microsoft.support/services\": { \"SingularDisplayName\": \"Microsoft.Support service\" }\r\n ,\"microsoft.support/services/problemclassifications\": { \"SingularDisplayName\": \"Microsoft.Support services problem classification\" }\r\n ,\"microsoft.support/supporttickets\": { \"SingularDisplayName\": \"Support Request\" }\r\n ,\"microsoft.sustainabilityservices/calculations\": { \"SingularDisplayName\": \"Microsoft.SustainabilityServices calculation\" }\r\n ,\"microsoft.symphony/instances\": { \"SingularDisplayName\": \"Microsoft.Symphony instance\" }\r\n ,\"microsoft.symphony/solutions\": { \"SingularDisplayName\": \"Microsoft.Symphony solution\" }\r\n ,\"microsoft.symphony/targets\": { \"SingularDisplayName\": \"Microsoft.Symphony target\" }\r\n ,\"microsoft.synapse/privatelinkhubs\": { \"SingularDisplayName\": \"Synapse private link hub\" }\r\n ,\"microsoft.synapse/workspaces\": { \"SingularDisplayName\": \"Synapse workspace\" }\r\n ,\"microsoft.synapse/workspaces/bigdatapools\": { \"SingularDisplayName\": \"Apache Spark pool\" }\r\n ,\"microsoft.synapse/workspaces/kustopools\": { \"SingularDisplayName\": \"Data Explorer pool\" }\r\n ,\"microsoft.synapse/workspaces/kustopools/databases\": { \"SingularDisplayName\": \"Data Explorer Database\" }\r\n ,\"microsoft.synapse/workspaces/scopepools\": { \"SingularDisplayName\": \"SCOPE pool\" }\r\n ,\"microsoft.synapse/workspaces/sqlpools\": { \"SingularDisplayName\": \"Dedicated SQL pool\" }\r\n ,\"microsoft.syntex/accounts\": { \"SingularDisplayName\": \"Microsoft.Syntex account\" }\r\n ,\"microsoft.syntex/documentprocessors\": { \"SingularDisplayName\": \"Microsoft.Syntex document processor\" }\r\n ,\"microsoft.test/healthdataaiservices\": { \"SingularDisplayName\": \"Azure Health Data and AI Services\" }\r\n ,\"microsoft.timeseriesinsights/environments\": { \"SingularDisplayName\": \"Microsoft.TimeSeriesInsights environment\" }\r\n ,\"microsoft.timeseriesinsights/environments/accesspolicies\": { \"SingularDisplayName\": \"Microsoft.TimeSeriesInsights environments access policy\" }\r\n ,\"microsoft.timeseriesinsights/environments/eventsources\": { \"SingularDisplayName\": \"Microsoft.TimeSeriesInsights environments event source\" }\r\n ,\"microsoft.timeseriesinsights/environments/referencedatasets\": { \"SingularDisplayName\": \"Microsoft.TimeSeriesInsights environments reference data set\" }\r\n ,\"microsoft.toolchainorchestrator/activations\": { \"SingularDisplayName\": \"Microsoft.ToolchainOrchestrator activation\" }\r\n ,\"microsoft.toolchainorchestrator/campaigns\": { \"SingularDisplayName\": \"Microsoft.ToolchainOrchestrator campaign\" }\r\n ,\"microsoft.toolchainorchestrator/campaigns/versions\": { \"SingularDisplayName\": \"Microsoft.ToolchainOrchestrator campaigns version\" }\r\n ,\"microsoft.toolchainorchestrator/catalogs\": { \"SingularDisplayName\": \"Microsoft.ToolchainOrchestrator catalog\" }\r\n ,\"microsoft.toolchainorchestrator/catalogs/versions\": { \"SingularDisplayName\": \"Microsoft.ToolchainOrchestrator catalogs version\" }\r\n ,\"microsoft.toolchainorchestrator/instances\": { \"SingularDisplayName\": \"Microsoft.ToolchainOrchestrator instance\" }\r\n ,\"microsoft.toolchainorchestrator/instances/versions\": { \"SingularDisplayName\": \"Microsoft.ToolchainOrchestrator instances version\" }\r\n ,\"microsoft.toolchainorchestrator/solutions\": { \"SingularDisplayName\": \"Microsoft.ToolchainOrchestrator solution\" }\r\n ,\"microsoft.toolchainorchestrator/solutions/versions\": { \"SingularDisplayName\": \"Microsoft.ToolchainOrchestrator solutions version\" }\r\n ,\"microsoft.toolchainorchestrator/targets\": { \"SingularDisplayName\": \"Microsoft.ToolchainOrchestrator target\" }\r\n ,\"microsoft.toolchainorchestrator/targets/versions\": { \"SingularDisplayName\": \"Microsoft.ToolchainOrchestrator targets version\" }\r\n ,\"microsoft.usagebilling/accounts\": { \"SingularDisplayName\": \"Microsoft.UsageBilling account\" }\r\n ,\"microsoft.usagebilling/accounts/dataexports\": { \"SingularDisplayName\": \"Microsoft.UsageBilling accounts data export\" }\r\n ,\"microsoft.usagebilling/accounts/inputs\": { \"SingularDisplayName\": \"Microsoft.UsageBilling accounts input\" }\r\n ,\"microsoft.usagebilling/accounts/metricexports\": { \"SingularDisplayName\": \"Microsoft.UsageBilling accounts metric export\" }\r\n ,\"microsoft.usagebilling/accounts/pav2outputs\": { \"SingularDisplayName\": \"Microsoft.UsageBilling accounts pav2output\" }\r\n ,\"microsoft.usagebilling/accounts/pipelines\": { \"SingularDisplayName\": \"Microsoft.UsageBilling accounts pipeline\" }\r\n ,\"microsoft.usagebilling/accounts/pipelines/outputselectors\": { \"SingularDisplayName\": \"Microsoft.UsageBilling accounts pipelines output selector\" }\r\n ,\"microsoft.verifiedid/authorities\": { \"SingularDisplayName\": \"Microsoft.VerifiedId authority\" }\r\n ,\"microsoft.videoindexer/accounts\": { \"SingularDisplayName\": \"Azure AI Video Indexer\" }\r\n ,\"microsoft.virtualmachineimages/imagetemplates\": { \"SingularDisplayName\": \"Image template\" }\r\n ,\"microsoft.visualstudio/account\": { \"SingularDisplayName\": \"Azure DevOps organization\" }\r\n ,\"microsoft.vmware/resourcepools\": { \"SingularDisplayName\": \"Microsoft.VMware resource pool\" }\r\n ,\"microsoft.vmware/vcenters\": { \"SingularDisplayName\": \"Microsoft.VMware vcenter\" }\r\n ,\"microsoft.vmware/vcenters/inventoryitems\": { \"SingularDisplayName\": \"Microsoft.VMware vcenters inventory item\" }\r\n ,\"microsoft.vmware/virtualmachines\": { \"SingularDisplayName\": \"Microsoft.VMware virtual machine\" }\r\n ,\"microsoft.vmware/virtualmachinetemplates\": { \"SingularDisplayName\": \"Microsoft.VMware virtual machine template\" }\r\n ,\"microsoft.vmware/virtualnetworks\": { \"SingularDisplayName\": \"Microsoft.VMware virtual network\" }\r\n ,\"microsoft.vmwarecloudsimple/dedicatedcloudnodes\": { \"SingularDisplayName\": \"Microsoft.VMwareCloudSimple dedicated cloud node\" }\r\n ,\"microsoft.vmwarecloudsimple/dedicatedcloudservices\": { \"SingularDisplayName\": \"Microsoft.VMwareCloudSimple dedicated cloud service\" }\r\n ,\"microsoft.vmwarecloudsimple/virtualmachines\": { \"SingularDisplayName\": \"Microsoft.VMwareCloudSimple virtual machine\" }\r\n ,\"microsoft.vnfmanager/devices\": { \"SingularDisplayName\": \"Microsoft.VnfManager device\" }\r\n ,\"microsoft.vnfmanager/vendors\": { \"SingularDisplayName\": \"Microsoft.VnfManager vendor\" }\r\n ,\"microsoft.vnfmanager/vendors/skus\": { \"SingularDisplayName\": \"Microsoft.VnfManager vendors SKU\" }\r\n ,\"microsoft.vnfmanager/vnfs\": { \"SingularDisplayName\": \"Microsoft.VnfManager vnf\" }\r\n ,\"microsoft.voiceservices/communicationsgateways\": { \"SingularDisplayName\": \"Communications Gateway\" }\r\n ,\"microsoft.voiceservices/communicationsgateways/testlines\": { \"SingularDisplayName\": \"Communications Gateway Test Line\" }\r\n ,\"microsoft.vsonline/accounts\": { \"SingularDisplayName\": \"Microsoft.VSOnline account\" }\r\n ,\"microsoft.vsonline/plans\": { \"SingularDisplayName\": \"Visual Studio Online Plan\" }\r\n ,\"microsoft.web/certificates\": { \"SingularDisplayName\": \"Microsoft.Web certificate\" }\r\n ,\"microsoft.web/connectiongateways\": { \"SingularDisplayName\": \"App Service on-premises data gateway\" }\r\n ,\"microsoft.web/connections\": { \"SingularDisplayName\": \"App Service API connection\" }\r\n ,\"microsoft.web/containerapps\": { \"SingularDisplayName\": \"Microsoft.Web container app\" }\r\n ,\"microsoft.web/containerapps/revisions\": { \"SingularDisplayName\": \"Microsoft.Web container apps revision\" }\r\n ,\"microsoft.web/customapis\": { \"SingularDisplayName\": \"Logic apps custom connector\" }\r\n ,\"microsoft.web/deletedsites\": { \"SingularDisplayName\": \"Microsoft.Web deleted site\" }\r\n ,\"microsoft.web/hostingenvironments\": { \"SingularDisplayName\": \"App Service Environment\" }\r\n ,\"microsoft.web/ishostingenvironmentnameavailable\": { \"SingularDisplayName\": \"Microsoft.Web ishostingenvironmentnameavailable\" }\r\n ,\"microsoft.web/kubeenvironments\": { \"SingularDisplayName\": \"App Service Kubernetes Environment\" }\r\n ,\"microsoft.web/publishingusers\": { \"SingularDisplayName\": \"Microsoft.Web publishing user\" }\r\n ,\"microsoft.web/serverfarms\": { \"SingularDisplayName\": \"App Service plan\" }\r\n ,\"microsoft.web/sites\": { \"SingularDisplayName\": \"App Service web app\" }\r\n ,\"microsoft.web/sites/slots\": { \"SingularDisplayName\": \"App Service deployment slot\" }\r\n ,\"microsoft.web/sourcecontrols\": { \"SingularDisplayName\": \"Microsoft.Web sourcecontrol\" }\r\n ,\"microsoft.web/staticsites\": { \"SingularDisplayName\": \"Static Web App\" }\r\n ,\"microsoft.weightsandbiases/instances\": { \"SingularDisplayName\": \"Azure Native WeightsAndBiases Cloud Service\" }\r\n ,\"microsoft.whiteboxcadlprovider/whiteboxresources\": { \"SingularDisplayName\": \"Microsoft.WhiteBoxCadlProvider white box resource\" }\r\n ,\"microsoft.windows365/cloudpcdelegatedmsis\": { \"SingularDisplayName\": \"Microsoft.Windows365 cloud pc delegated msi\" }\r\n ,\"microsoft.windowsesu/multipleactivationkeys\": { \"SingularDisplayName\": \"Microsoft.WindowsESU multiple activation key\" }\r\n ,\"microsoft.windowsiot/deviceservices\": { \"SingularDisplayName\": \"Microsoft.WindowsIoT device service\" }\r\n ,\"microsoft.windowspushnotificationservices/registrations\": { \"SingularDisplayName\": \"Microsoft.WindowsPushNotificationServices registration\" }\r\n ,\"microsoft.workloadmonitor/monitors\": { \"SingularDisplayName\": \"Microsoft.WorkloadMonitor monitor\" }\r\n ,\"microsoft.workloadmonitor/monitors/history\": { \"SingularDisplayName\": \"Microsoft.WorkloadMonitor monitors history\" }\r\n ,\"microsoft.workloads/connectors\": { \"SingularDisplayName\": \"Microsoft.Workloads connector\" }\r\n ,\"microsoft.workloads/connectors/acssbackups\": { \"SingularDisplayName\": \"Microsoft.Workloads connectors acss backup\" }\r\n ,\"microsoft.workloads/connectors/amsinsights\": { \"SingularDisplayName\": \"Microsoft.Workloads connectors ams insight\" }\r\n ,\"microsoft.workloads/connectors/sapvirtualinstancemonitors\": { \"SingularDisplayName\": \"Microsoft.Workloads connectors sap virtual instance monitor\" }\r\n ,\"microsoft.workloads/epicvirtualinstances\": { \"SingularDisplayName\": \"Virtual Instance for Epic solution\" }\r\n ,\"microsoft.workloads/insights\": { \"SingularDisplayName\": \"Microsoft.Workloads insight\" }\r\n ,\"microsoft.workloads/monitors\": { \"SingularDisplayName\": \"Azure Monitor for SAP solutions\" }\r\n ,\"microsoft.workloads/oraclevirtualinstances\": { \"SingularDisplayName\": \"Microsoft.Workloads oracle virtual instance\" }\r\n ,\"microsoft.workloads/oraclevirtualinstances/databaseinstances\": { \"SingularDisplayName\": \"Microsoft.Workloads oracle virtual instances database instance\" }\r\n ,\"microsoft.workloads/phpworkloads\": { \"SingularDisplayName\": \"Microsoft.Workloads php workload\" }\r\n ,\"microsoft.workloads/phpworkloads/wordpressinstances\": { \"SingularDisplayName\": \"Microsoft.Workloads php workloads wordpress instance\" }\r\n ,\"microsoft.workloads/sapdiscoverysites\": { \"SingularDisplayName\": \"Microsoft.Workloads sap discovery site\" }\r\n ,\"microsoft.workloads/sapdiscoverysites/sapinstances\": { \"SingularDisplayName\": \"Microsoft.Workloads sap discovery sites sap instance\" }\r\n ,\"microsoft.workloads/sapdiscoverysites/sapinstances/serverinstances\": { \"SingularDisplayName\": \"Microsoft.Workloads sap discovery sites sap instances server instance\" }\r\n ,\"microsoft.workloads/sapvirtualinstances\": { \"SingularDisplayName\": \"Virtual Instance for SAP solutions\" }\r\n ,\"microsoft.workloads/sapvirtualinstances/applicationinstances\": { \"SingularDisplayName\": \"App server instance for SAP solutions\" }\r\n ,\"microsoft.workloads/sapvirtualinstances/centralinstances\": { \"SingularDisplayName\": \"Central service instance for SAP solutions\" }\r\n ,\"microsoft.workloads/sapvirtualinstances/databaseinstances\": { \"SingularDisplayName\": \"Database for SAP solutions\" }\r\n ,\"neon.postgres/organizations\": { \"SingularDisplayName\": \"Neon Serverless Postgres Resource\" }\r\n ,\"newrelic.observability/monitors\": { \"SingularDisplayName\": \"New Relic\" }\r\n ,\"nginx.nginxplus/nginxdeployments\": { \"SingularDisplayName\": \"NGINXaaS\" }\r\n ,\"oracle.database/autonomousdatabases\": { \"SingularDisplayName\": \"Autonomous Database\" }\r\n ,\"oracle.database/cloudexadatainfrastructures\": { \"SingularDisplayName\": \"Oracle Exadata Infrastructure\" }\r\n ,\"oracle.database/cloudvmclusters\": { \"SingularDisplayName\": \"Oracle Exadata VM Cluster\" }\r\n ,\"oracle.database/oraclesubscriptions\": { \"SingularDisplayName\": \"OracleSubscription\" }\r\n ,\"paloaltonetworks.cloudngfw/firewalls\": { \"SingularDisplayName\": \"Cloud NGFW by Palo Alto Networks\" }\r\n ,\"paloaltonetworks.cloudngfw/globalrulestacks\": { \"SingularDisplayName\": \"Global Rulestack\" }\r\n ,\"paloaltonetworks.cloudngfw/localrulestacks\": { \"SingularDisplayName\": \"Local Rulestack for Cloud NGFW by Palo Alto Networks\" }\r\n ,\"pinecone.vectordb/organizations\": { \"SingularDisplayName\": \"Azure Native Pinecone Cloud Service\" }\r\n ,\"purestorage.block/reservations\": { \"SingularDisplayName\": \"Azure Native Pure Storage Cloud Service\" }\r\n ,\"purestorage.block/storagepools\": { \"SingularDisplayName\": \"Storage pool\" }\r\n ,\"purestorage.block/storagepools/avsstoragecontainers\": { \"SingularDisplayName\": \"PureStorage.Block storage pools avs storage container\" }\r\n ,\"qumulo.qaas/storages\": { \"SingularDisplayName\": \"Qumulo.QaaS storage\" }\r\n ,\"qumulo.storage/filesystems\": { \"SingularDisplayName\": \"Azure Native Qumulo Scalable File Service\" }\r\n ,\"solarwinds.observability/organizations\": { \"SingularDisplayName\": \"SolarWinds Observability\" }\r\n ,\"splitio.experimentation/experimentationworkspaces\": { \"SingularDisplayName\": \"Split Experimentation Workspace\" }\r\n ,\"wandisco.fusion/migrators\": { \"SingularDisplayName\": \"LiveData Migrator\" }\r\n ,\"wandisco.fusion/migrators/datatransferagents\": { \"SingularDisplayName\": \"Data Transfer Agent\" }\r\n ,\"wandisco.fusion/migrators/exclusiontemplates\": { \"SingularDisplayName\": \"Exclusion\" }\r\n ,\"wandisco.fusion/migrators/livedatamigrations\": { \"SingularDisplayName\": \"Migration\" }\r\n ,\"wandisco.fusion/migrators/metadatamigrations\": { \"SingularDisplayName\": \"Metadata Migration\" }\r\n ,\"wandisco.fusion/migrators/metadatatargets\": { \"SingularDisplayName\": \"Metadata Target\" }\r\n ,\"wandisco.fusion/migrators/pathmappings\": { \"SingularDisplayName\": \"Path Mapping\" }\r\n ,\"wandisco.fusion/migrators/targets\": { \"SingularDisplayName\": \"Target\" }\r\n ,\"wandisco.fusion/migrators/verifications\": { \"SingularDisplayName\": \"Verification\" }\r\n })[tolower(id)]\r\n}\r\n", + "$fxv#5": "// Copyright (c) Microsoft Corporation.\r\n// Licensed under the MIT License.\r\n\r\n// resource_type\r\n.create-or-alter function \r\nwith (docstring = 'Return details about the specified ID.', folder = 'OpenData')\r\nresource_type(id: string) {\r\n coalesce(_resource_type_1(id), _resource_type_2(id), _resource_type_3(id), _resource_type_4(id))\r\n}\r\n", + "$fxv#6": "// Copyright (c) Microsoft Corporation.\r\n// Licensed under the MIT License.\r\n\r\n//======================================================================================================================\r\n// Common utility functions\r\n//\r\n// TIP: Use Ctrl+K,Ctrl+0 to collapse all regions in VS Code\r\n//======================================================================================================================\r\n\r\n\r\n//===| Date functions |=================================================================================================\r\n\r\n// monthstring\r\n.create-or-alter function \r\nwith (docstring = @'Returns the name of the month for the specified date (e.g. Jan or January)', folder =@'Common') \r\nmonthstring(['date']: datetime, length: int = 9)\r\n{\r\n substring(dynamic(['January','February','March','April','May','June','July','August','September','October','November','December'])[getmonth(['date']) - 1], 0, length)\r\n}\r\n\r\n// datestring\r\n.create-or-alter function \r\nwith (docstring = @'Converts 2 dates into a simple, user-friendly date range (e.g. Jan 1-Jan 3)', folder =@'Common') \r\ndatestring(start: datetime, end: datetime = datetime('0001-01-01'))\r\n{\r\n let month = (d: datetime) { monthstring(d, 3) };\r\n let endDate = iff(end == datetime('0001-01-01'), start, end);\r\n let sameDate = startofday(start) == startofday(endDate);\r\n let sameMonth = startofmonth(start) == startofmonth(endDate);\r\n let sameYear = startofyear(start) == startofyear(endDate);\r\n let fullMonth = startofday(start) == startofmonth(start) and startofday(endDate) == startofday(endofmonth(endDate));\r\n let fullYear = startofday(start) == startofyear(start) and startofday(endDate) == startofday(endofyear(endDate));\r\n let currentYear = sameYear and startofyear(start) == startofyear(now());\r\n case(\r\n // Full year | yyyy (same year) / yyyy-yyyy (diff years)\r\n fullYear,\r\n strcat(getyear(start), iff(sameYear, '', strcat('-', getyear(endDate)))),\r\n // 1 full mo, same year | Mmm yyyy\r\n fullMonth and sameMonth and sameYear,\r\n strcat(month(start), ' ', getyear(start)),\r\n // 2+ full mo, same year | Mmm-Mmm (current year) / Mmm-Mmm yyyy (other year)\r\n fullMonth and sameYear,\r\n strcat(month(start), '-', month(endDate), iff(currentYear, '', strcat(' ', getyear(endDate)))),\r\n // Full mo, diff year | Mmm yyyy-Mmm yyyy\r\n fullMonth and not(sameYear),\r\n strcat(month(start), ' ', getyear(start), '-', month(endDate), ' ', getyear(endDate)),\r\n // Same date | Mmm d (current year) / Mmm d, yyyy (other year)\r\n sameDate,\r\n strcat(month(start), ' ', dayofmonth(start), iff(currentYear, '', strcat(', ', getyear(endDate)))),\r\n // 1 partial M, same Y | Mmm d-d (current year) / Mmm d-d, yyyy (other year)\r\n not(fullMonth) and sameMonth and sameYear,\r\n strcat(month(start), ' ', dayofmonth(start), '-', dayofmonth(endDate), iff(currentYear, '', strcat(' ', getyear(endDate)))),\r\n // 2+ partial M, same Y | Mmm d-Mmm d (current year) / Mmm d-Mmm d, yyyy (other year)\r\n not(fullMonth) and not(sameMonth) and sameYear,\r\n strcat(month(start), ' ', dayofmonth(start), '-', month(endDate), ' ', dayofmonth(endDate), iff(currentYear, '', strcat(', ', getyear(endDate)))),\r\n // All other cases | Mmm d, yyyy-Mmm d, yyyy\r\n strcat(month(start), ' ', dayofmonth(start), ', ', getyear(start), '-', month(endDate), ' ', dayofmonth(endDate), ', ', getyear(endDate))\r\n )\r\n}\r\n\r\n// daterange\r\n.create-or-alter function \r\nwith (docstring = @'DEPRECATED: Please use datestring(); function will be removed on or after the Jan 2026 release', folder =@'Common') \r\ndaterange(start: datetime, end: datetime = datetime('0001-01-01'))\r\n{\r\n datestring(start, end)\r\n}\r\n\r\n// monthsago\r\n.create-or-alter function \r\nwith (docstring = 'DEPRECATED: Please use startofmonth(now(), -<# of months>); function will be removed on or after the Jan 2026 release', folder = 'Common')\r\nmonthsago(months: int)\r\n{\r\n datetime_add('month', -months, startofmonth(now()))\r\n}\r\n\r\n\r\n//===| Number functions |===============================================================================================\r\n// NOTE: Must be defined before string converters\r\n\r\n// delta\r\n.create-or-alter function \r\nwith (docstring = @'Compares 2 values and returns the percentage change from oldval to newval', folder =@'Common') \r\ndelta(oldval: double, newval: double)\r\n{\r\n (newval - todouble(oldval))/oldval\r\n}\r\n\r\n// percentOfTotal\r\n// NOTE: Must be before percent() function\r\n.create-or-alter function \r\nwith (docstring = @'Calculates the percentage of each record based on a required Count column', folder =@'Common') \r\npercentOfTotal(t: (Count: long), tot: long)\r\n{\r\n let total = todouble(tot);\r\n t \r\n | extend Percent = round(Count / total * 100, 3) \r\n | order by Count desc\r\n}\r\n\r\n// percent\r\n.create-or-alter function \r\nwith (docstring = @'Calculates the percentage of each record based on a required Count column', folder =@'Common') \r\npercent(t: (Count: long))\r\n{\r\n let total = todouble(toscalar(t | summarize sum(Count)));\r\n percentOfTotal(t, total)\r\n}\r\n\r\n// plusminus\r\n.create-or-alter function \r\nwith (docstring = 'Shows a +/- sign based on the direction of the number', folder = 'Common')\r\nplusminus(val: string)\r\n{\r\n let neg = substring(val, 0, 1) == '-';\r\n iff(neg, val, strcat('+', val))\r\n}\r\n\r\n// updown\r\n.create-or-alter function \r\nwith (docstring = 'Shows an up/down arrow based on the direction of the number', folder = 'Common')\r\nupdown(val: string)\r\n{\r\n let neg = substring(val, 0, 1) == '-';\r\n iff(neg, strcat('↓', substring(val, 1)), strcat('↑', val))\r\n}\r\n\r\n\r\n//===| String functions |===============================================================================================\r\n\r\n// percentstring\r\n// NOTE: Must be defined before deltastring\r\n.create-or-alter function \r\nwith (docstring = 'Calculate a percentage and render as a string', folder = 'Common')\r\npercentstring(num: double, total: double = 1.0, places: int = 9)\r\n{\r\n let value = 1.0 * num / total * 100;\r\n strcat(case(\r\n places != 9, round(value, places),\r\n value < 10, round(value, 2),\r\n round(value, 1)\r\n ), '%')\r\n}\r\n\r\n//----------------------------------------------------------------------------------------------------------------------\r\n\r\n// arraystring\r\n.create-or-alter function \r\nwith (docstring = 'Convert an array to a comma-delimited string', folder = 'Common')\r\narraystring(arr: dynamic)\r\n{\r\n replace_string(replace_regex(replace_regex(replace_regex(replace_regex(replace_regex(\r\n tostring(arr)\r\n , @'^\\[\"', '')\r\n , @'\"\\]$', '')\r\n , @'^, ', '')\r\n , @', $', '')\r\n , @'^\\[]$', '')\r\n , '\",\"', ', ')\r\n}\r\n\r\n// deltastring\r\n.create-or-alter function \r\nwith (docstring = 'Calculate a delta percentage and render as a string', folder = 'Common')\r\ndeltastring(oldval: double, newval: double, places: int = 1, useArrows: bool = false)\r\n{\r\n let d = delta(oldval, newval);\r\n strcat(case(useArrows and d > 0, '↑', useArrows and d < 0, '↓', d < 0, '-', ''), percentstring(abs(d), 1, places))\r\n}\r\n\r\n// diffstring\r\n.create-or-alter function \r\nwith (docstring = 'Calculate the difference and render as a string', folder = 'Common')\r\ndiffstring(oldval: double, newval: double, places: int = 1)\r\n{\r\n plusminus(round(newval - oldval, places))\r\n}\r\n\r\n// numberstring\r\n.create-or-alter function \r\nwith (docstring = 'Convert a number to a string', folder = 'Common')\r\nnumberstring(num: double, abbrev: bool = true)\r\n{\r\n replace_regex(case(\r\n num >= 10000000000000, strcat(round(1.0 * num / 1000000000000, 1), 'T'),\r\n num >= 1000000000000, strcat(round(1.0 * num / 1000000000000, 2), 'T'),\r\n num >= 10000000000, strcat(round(1.0 * num / 1000000000, 1), 'B'),\r\n num >= 1000000000, strcat(round(1.0 * num / 1000000000, 2), 'B'),\r\n num >= 10000000, strcat(round(1.0 * num / 1000000, 1), 'M'),\r\n num >= 1000000, strcat(round(1.0 * num / 1000000, 2), 'M'),\r\n num >= 10000, strcat(round(1.0 * num / 1000, 1), 'K'),\r\n // Kusto doesn't support back-refs yet -- num > 1000, replace_regex(tostring(num), @'(\\d)(?=(\\d{3})+\\.)', @'\\1,'), // See https://docs.microsoft.com/en-us/azure/data-explorer/kusto/query/re2-library\r\n num > 1000, replace_regex(tostring(num), @'([0-9]{3})$', @',\\1'), //num / 1000, ',', substring(tostring(num), 0) - (num / 1000 * 1000)),\r\n tostring(num)\r\n ), @'\\.0$', '')\r\n}\r\n\r\n\r\n//===| Other |==========================================================================================================\r\n\r\n// ifempty\r\n.create-or-alter function \r\nwith (docstring = 'Replaces an empty value with the specified default value', folder = 'Common')\r\nifempty(val: dynamic, defaultVal: dynamic)\r\n{\r\n iff(isempty(val), defaultVal, val)\r\n}\r\n", + "$fxv#7": "// Copyright (c) Microsoft Corporation.\r\n// Licensed under the MIT License.\r\n\r\n//======================================================================================================================\r\n// Ingestion database\r\n// Used for data ingestion, normalization, and cleansing.\r\n//\r\n// Data ingestion workflow:\r\n// - All data is ingested into tables named \"*_raw\". These tables have a union schema to support multiple sources and versions.\r\n// - All data is transformed to the latest FOCUS schema using an update policy into a table named after the version (e.g., \"1.0\" = \"_v1_0\").\r\n// - Data ingestion from previous version of hubs will remain in the versioned tables.\r\n// - Data is read from versioned functions in the Hub database. See HubSetup.kql for details.\r\n//\r\n// To add a new FOCUS versions:\r\n// 1. Add new columns to the *_raw tables per dataset\r\n// 2. Add new *_final_vX_Y tables per dataset\r\n// 3. Add new *_transform_vX_Y functions per dataset\r\n// 4. Change the update policy for the *_raw tables to use the new transform functions\r\n// 5. Update HubSetup.kql to read from the new *_final_vX_Y tables\r\n//======================================================================================================================\r\n\r\n// For allowed commands, see https://learn.microsoft.com/azure/data-explorer/database-script\r\n\r\n//===| Settings |=======================================================================================================\r\n\r\n.create-merge table HubSettingsLog (\r\n version: string,\r\n scopes: dynamic,\r\n retention: dynamic\r\n)\r\n\r\n//----------------------------------------------------------------------------------------------------------------------\r\n\r\n// HubSettings function\r\n.create-or-alter function\r\nwith (docstring='Gets the latest version of hub settings.', folder='Settings')\r\nHubSettings()\r\n{\r\n HubSettingsLog\r\n | extend timestamp = ingestion_time()\r\n | summarize arg_max(timestamp, *)\r\n}\r\n\r\n//----------------------------------------------------------------------------------------------------------------------\r\n\r\n// HubScopes function\r\n.create-or-alter function\r\nwith (docstring='Gets the currently configured scopes.', folder='Settings')\r\nHubScopes()\r\n{\r\n HubSettings\r\n | project scopes\r\n | mv-expand scopes\r\n}\r\n\r\n\r\n//===| Open data |======================================================================================================\r\n\r\n// PricingUnits\r\n.create-merge table PricingUnits ( \r\n x_PricingUnitDescription: string,\r\n x_PricingBlockSize: decimal,\r\n PricingUnit: string\r\n)\r\n\r\n// Regions\r\n.create-merge table Regions(\r\n ResourceLocation: string,\r\n RegionId: string,\r\n RegionName: string\r\n)\r\n\r\n// ResourceTypes\r\n.create-merge table ResourceTypes(\r\n x_ResourceType: string,\r\n SingularDisplayName: string,\r\n PluralDisplayName: string,\r\n LowerSingularDisplayName: string,\r\n LowerPluralDisplayName: string,\r\n IsPreview: bool,\r\n Description: string,\r\n IconUri: string\r\n)\r\n\r\n// Services\r\n.create-merge table Services(\r\n x_ConsumedService: string,\r\n x_ResourceType: string,\r\n ServiceName: string,\r\n ServiceCategory: string,\r\n ServiceSubcategory: string,\r\n PublisherName: string,\r\n x_PublisherCategory: string,\r\n x_Environment: string,\r\n x_ServiceModel: string\r\n)\r\n\r\n//----------------------------------------------------------------------------------------------------------------------\r\n\r\n// parse_resourceid\r\n.create-or-alter function \r\nwith (docstring = 'Parses an Azure resource ID to extract resource attributes like the name, type, resource group, and subaccount ID.', folder = 'Common')\r\nparse_resourceid(resourceId: string) {\r\n let ResourceId = tolower(resourceId);\r\n // let ResourceId = tolower('/providers/Microsoft.BillingBenefits/savingsPlanOrders/2d2e284b-0638-427e-b8c6-1b874d4f17c8/sp/xxx');\r\n let SubAccountId = tostring(extract('/subscriptions/[^/]+', 1, ResourceId));\r\n let x_ResourceGroupName = tostring(extract('/resourcegroups/[^/]+', 1, ResourceId));\r\n let providerPath = iff(ResourceId !contains '/providers/', '', split(iff(ResourceId startswith '/subscriptions/', strcat('/providers/microsoft.resources/', ResourceId), ResourceId), '/providers/')[-1]);\r\n let x_ResourceProvider = iff(isempty(providerPath), '', split(providerPath, '/')[0]);\r\n let tmp_ResourceProviderPath = iff(isempty(providerPath), '', substring(providerPath, strlen(x_ResourceProvider) + 1));\r\n let segments = split(tmp_ResourceProviderPath, '/');\r\n let ResourceName = trim(@'/+', replace_string(strcat_array(array_iff(\r\n dynamic([false, true, false, true, false, true, false, true, false, true, false, true, false, true, false, true, false, true]),\r\n segments, dynamic([])), '/'), '//', '/'));\r\n let x_ResourceTypePath = trim(@'/+', replace_string(strcat_array(array_iff(\r\n dynamic([true, false, true, false, true, false, true, false, true, false, true, false, true, false, true, false, true, false]),\r\n segments, dynamic([])), '/'), '//', '/'));\r\n let xRT = iff(isempty(x_ResourceProvider) or isempty(x_ResourceTypePath), '', strcat(x_ResourceProvider, '/', x_ResourceTypePath));\r\n // TODO: Remove ResourceType in 0.9\r\n bag_pack('ResourceId', ResourceId, 'ResourceName', ResourceName, 'ResourceType', xRT, 'SubAccountId', SubAccountId, 'x_ResourceGroupName', x_ResourceGroupName, 'x_ResourceProvider', x_ResourceProvider, 'x_ResourceType', xRT)\r\n}\r\n\r\n\r\n//===| Prices |=========================================================================================================\r\n// NOTE: Must be before cost details.\r\n//\r\n// Supported versions:\r\n// - MS EA 2023-05-01 -- See https://learn.microsoft.com/azure/cost-management-billing/dataset-schema/price-sheet-ea\r\n// - MS MCA 2023-05-01 -- See https://learn.microsoft.com/azure/cost-management-billing/dataset-schema/price-sheet-mca\r\n//======================================================================================================================\r\n\r\n// Prices_raw table\r\n.create-merge table Prices_raw (\r\n BasePrice: decimal, // Azure EA + MCA\r\n BillingAccountId: string, // Azure MCA\r\n BillingAccountName: string, // Azure MCA\r\n BillingCurrency: string, // Azure MCA\r\n BillingProfileId: string, // Azure MCA\r\n BillingProfileName: string, // Azure MCA\r\n Currency: string, // Azure MCA\r\n CurrencyCode: string, // Azure EA \r\n EffectiveEndDate: datetime, // Azure MCA\r\n EffectiveStartDate: datetime, // Azure EA + MCA\r\n EnrollmentNumber: string, // Azure EA \r\n IncludedQuantity: decimal, // Azure EA \r\n MarketPrice: decimal, // Azure EA + MCA\r\n MeterCategory: string, // Azure EA + MCA\r\n MeterId: string, // Azure MCA\r\n MeterID: string, // Azure EA \r\n MeterName: string, // Azure EA + MCA\r\n MeterRegion: string, // Azure EA + MCA\r\n MeterSubCategory: string, // Azure EA + MCA\r\n MeterType: string, // Azure EA + MCA\r\n OfferID: string, // Azure EA \r\n PartNumber: string, // Azure EA\r\n PriceType: string, // Azure EA + MCA\r\n Product: string, // Azure EA + MCA\r\n ProductId: string, // Azure MCA\r\n ProductID: string, // Azure EA \r\n ServiceFamily: string, // Azure EA + MCA\r\n SkuId: string, // Azure MCA\r\n SkuID: string, // Azure EA\r\n Term: string, // Azure EA + MCA\r\n TierMinimumUnits: decimal, // Azure MCA\r\n UnitOfMeasure: string, // Azure EA + MCA\r\n UnitPrice: decimal, // Azure EA + MCA\r\n x_SourceName: string, // Hubs add-on\r\n x_SourceProvider: string, // Hubs add-on\r\n x_SourceType: string, // Hubs add-on\r\n x_SourceVersion: string // Hubs add-on\r\n)\r\n\r\n// Prices_raw ingestion mapping\r\n.create-or-alter table Prices_raw ingestion parquet mapping \"Prices_raw_mapping\"\r\n```\r\n[\r\n { \"Column\": \"BasePrice\", \"Properties\": { \"Field\": \"BasePrice\" } },\r\n { \"Column\": \"BillingAccountId\", \"Properties\": { \"Field\": \"BillingAccountId\" } },\r\n { \"Column\": \"BillingAccountName\", \"Properties\": { \"Field\": \"BillingAccountName\" } },\r\n { \"Column\": \"BillingCurrency\", \"Properties\": { \"Field\": \"BillingCurrency\" } },\r\n { \"Column\": \"BillingProfileId\", \"Properties\": { \"Field\": \"BillingProfileId\" } },\r\n { \"Column\": \"BillingProfileName\", \"Properties\": { \"Field\": \"BillingProfileName\" } },\r\n { \"Column\": \"Currency\", \"Properties\": { \"Field\": \"Currency\" } },\r\n { \"Column\": \"CurrencyCode\", \"Properties\": { \"Field\": \"CurrencyCode\" } },\r\n { \"Column\": \"EffectiveEndDate\", \"Properties\": { \"Field\": \"EffectiveEndDate\" } },\r\n { \"Column\": \"EffectiveStartDate\", \"Properties\": { \"Field\": \"EffectiveStartDate\" } },\r\n { \"Column\": \"EnrollmentNumber\", \"Properties\": { \"Field\": \"EnrollmentNumber\" } },\r\n { \"Column\": \"IncludedQuantity\", \"Properties\": { \"Field\": \"IncludedQuantity\" } },\r\n { \"Column\": \"MarketPrice\", \"Properties\": { \"Field\": \"MarketPrice\" } },\r\n { \"Column\": \"MeterCategory\", \"Properties\": { \"Field\": \"MeterCategory\" } },\r\n { \"Column\": \"MeterId\", \"Properties\": { \"Field\": \"MeterId\" } },\r\n { \"Column\": \"MeterID\", \"Properties\": { \"Field\": \"MeterID\" } },\r\n { \"Column\": \"MeterName\", \"Properties\": { \"Field\": \"MeterName\" } },\r\n { \"Column\": \"MeterRegion\", \"Properties\": { \"Field\": \"MeterRegion\" } },\r\n { \"Column\": \"MeterSubCategory\", \"Properties\": { \"Field\": \"MeterSubCategory\" } },\r\n { \"Column\": \"MeterType\", \"Properties\": { \"Field\": \"MeterType\" } },\r\n { \"Column\": \"OfferID\", \"Properties\": { \"Field\": \"OfferID\" } },\r\n { \"Column\": \"PartNumber\", \"Properties\": { \"Field\": \"PartNumber\" } },\r\n { \"Column\": \"PriceType\", \"Properties\": { \"Field\": \"PriceType\" } },\r\n { \"Column\": \"Product\", \"Properties\": { \"Field\": \"Product\" } },\r\n { \"Column\": \"ProductId\", \"Properties\": { \"Field\": \"ProductId\" } },\r\n { \"Column\": \"ProductID\", \"Properties\": { \"Field\": \"ProductID\" } },\r\n { \"Column\": \"ServiceFamily\", \"Properties\": { \"Field\": \"ServiceFamily\" } },\r\n { \"Column\": \"SkuId\", \"Properties\": { \"Field\": \"SkuId\" } },\r\n { \"Column\": \"SkuID\", \"Properties\": { \"Field\": \"SkuID\" } },\r\n { \"Column\": \"Term\", \"Properties\": { \"Field\": \"Term\" } },\r\n { \"Column\": \"TierMinimumUnits\", \"Properties\": { \"Field\": \"TierMinimumUnits\" } },\r\n { \"Column\": \"UnitOfMeasure\", \"Properties\": { \"Field\": \"UnitOfMeasure\" } },\r\n { \"Column\": \"UnitPrice\", \"Properties\": { \"Field\": \"UnitPrice\" } },\r\n { \"Column\": \"x_SourceName\", \"Properties\": { \"Field\": \"x_SourceName\" } },\r\n { \"Column\": \"x_SourceProvider\", \"Properties\": { \"Field\": \"x_SourceProvider\" } },\r\n { \"Column\": \"x_SourceType\", \"Properties\": { \"Field\": \"x_SourceType\" } },\r\n { \"Column\": \"x_SourceVersion\", \"Properties\": { \"Field\": \"x_SourceVersion\" } }\r\n]\r\n```\r\n\r\n// Prices_raw retention policy\r\n.alter-merge table Prices_raw policy retention softdelete = $$rawRetentionInDays$$d recoverability = disabled\r\n\r\n//----------------------------------------------------------------------------------------------------------------------\r\n\r\n// Prices_transform_v1_0 function\r\n.create-or-alter function\r\nwith (docstring='Transforms Prices_raw into FOCUS 1.0.', folder='Prices')\r\nPrices_transform_v1_0()\r\n{\r\n // NOTE: All open issues and questions are tracked @ https://github.com/microsoft/finops-toolkit/issues/1111\r\n let isoMonths = (duration: string) {\r\n let number = toint(replace_regex(duration, @'[PMY]', ''));\r\n toint(case(\r\n duration == '', toint(''),\r\n duration endswith \"Y\", number * 12,\r\n duration endswith \"M\", number,\r\n -1\r\n ))\r\n };\r\n let prices = materialize(\r\n Prices_raw\r\n | extend x_SkuId = coalesce(SkuId, SkuID)\r\n | extend x_SkuMeterId = coalesce(MeterId, MeterID)\r\n | extend x_SkuProductId = coalesce(ProductId, ProductID)\r\n | extend x_SkuTerm = isoMonths(Term)\r\n | project-rename\r\n x_BaseUnitPrice = BasePrice,\r\n x_EffectivePeriodEnd = EffectiveEndDate,\r\n x_EffectivePeriodStart = EffectiveStartDate,\r\n x_PricingUnitDescription = UnitOfMeasure,\r\n x_SkuIncludedQuantity = IncludedQuantity,\r\n x_SkuMeterCategory = MeterCategory,\r\n x_SkuMeterName = MeterName,\r\n x_SkuMeterSubcategory = MeterSubCategory,\r\n x_SkuMeterType = MeterType,\r\n x_SkuOfferId = OfferID,\r\n x_SkuPartNumber = PartNumber,\r\n x_SkuPriceType = PriceType,\r\n x_SkuRegion = MeterRegion,\r\n x_SkuServiceFamily = ServiceFamily,\r\n x_SkuTier = TierMinimumUnits\r\n | extend ContractedUnitPrice = iff(x_SkuPriceType != 'SavingsPlan', UnitPrice, todecimal('')) // UnitPrice for savings plan is not the on-demand unit price\r\n | extend ListUnitPrice = iff(x_SkuPriceType != 'SavingsPlan', MarketPrice, todecimal('')) // MarketPrice for savings plan is not the list price\r\n | extend ChargeCategory = case(\r\n x_SkuPriceType == 'Consumption', 'Usage',\r\n x_SkuPriceType == 'ReservedInstance', 'Purchase',\r\n x_SkuPriceType == 'SavingsPlan', 'Usage', // Savings plan prices are for committed usage, not the purchase\r\n ''\r\n )\r\n | extend SkuPriceIdv2 = strcat(case(x_SkuPriceType == 'Consumption', 'OD', x_SkuPriceType == 'ReservedInstance', 'RI', x_SkuPriceType == 'SavingsPlan', 'SP', 'XX'), substring(ChargeCategory, 0, 1), x_SkuTerm, '_', x_SkuProductId, '_', x_SkuId, '_', x_SkuMeterType, '_', x_SkuTier, x_SkuOfferId)\r\n | extend x_BillingAccountId = iff(BillingAccountId startswith '/', split(BillingAccountId, '/')[-1], coalesce(BillingAccountId, EnrollmentNumber))\r\n | extend x_BillingProfileId = iff(BillingProfileId startswith '/', split(BillingProfileId, '/')[-1], coalesce(BillingProfileId, EnrollmentNumber))\r\n | extend tmp_SavingsPlanKey = strcat(x_SkuMeterId, x_SkuProductId, x_SkuId, x_SkuTier, x_SkuOfferId)\r\n //\r\n // Get latest ingested row based on the unique ID\r\n | extend x_IngestionTime = ingestion_time()\r\n );\r\n //\r\n // Meters for reservations and savings plans to identify commitment eligibility\r\n let riMeters = prices | where x_SkuPriceType == 'ReservedInstance' | distinct x_SkuMeterId;\r\n let spMeters = prices | where x_SkuPriceType == 'SavingsPlan' | distinct x_SkuMeterId;\r\n // \r\n // Copy list/base/contracted prices from on-demand SKUs\r\n prices\r\n | where x_SkuPriceType == 'SavingsPlan'\r\n // If we use join, specify the shuffle key\r\n // TODO: Compare join vs. lookup perf -- | join kind=leftouter hint.strategy=shuffle (prices | where x_SkuPriceType == 'Consumption' | where x_SkuMeterId in (spMeters) | distinct tmp_SavingsPlanKey, ListUnitPrice, ContractedUnitPrice, x_BaseUnitPrice) on tmp_SavingsPlanKey\r\n | lookup kind=leftouter (prices | where x_SkuPriceType == 'Consumption' | where x_SkuMeterId in (spMeters) | distinct tmp_SavingsPlanKey, ListUnitPrice, ContractedUnitPrice, x_BaseUnitPrice) on tmp_SavingsPlanKey\r\n | extend ListUnitPrice = coalesce(ListUnitPrice, ListUnitPrice1)\r\n | extend ContractedUnitPrice = coalesce(ContractedUnitPrice, ContractedUnitPrice1)\r\n | extend x_BaseUnitPrice = coalesce(x_BaseUnitPrice, x_BaseUnitPrice1)\r\n | project-away ListUnitPrice1, ContractedUnitPrice1, x_BaseUnitPrice1, tmp_SavingsPlanKey\r\n | union ((prices | where x_SkuPriceType != 'SavingsPlan'))\r\n //\r\n // Calculate commitment discount elgibility\r\n // TODO: Would a join be faster?\r\n | extend x_CommitmentDiscountSpendEligibility = iff(x_SkuMeterId in (riMeters) and x_SkuPriceType != 'ReservedInstance', 'Eligible', 'Not Eligible')\r\n | extend x_CommitmentDiscountUsageEligibility = iff(x_SkuMeterId in (spMeters), 'Eligible', 'Not Eligible')\r\n //\r\n // Add PricingUnit and x_PricingBlockSize\r\n // TODO: Compare join vs. lookup perf -- | join kind=leftouter (PricingUnits) on x_PricingUnitDescription | project-away x_PricingUnitDescription1\r\n | lookup kind=leftouter (PricingUnits) on x_PricingUnitDescription\r\n //\r\n | extend x_EffectiveUnitPrice = iff(x_SkuPriceType == 'SavingsPlan', UnitPrice, todecimal('')) // Savings plan prices are for the effective price, not the contracted price\r\n | extend x_EffectiveUnitPriceDiscount = ContractedUnitPrice - x_EffectiveUnitPrice\r\n | extend x_ContractedUnitPriceDiscount = ListUnitPrice - ContractedUnitPrice\r\n | extend x_TotalUnitPriceDiscount = ListUnitPrice - x_EffectiveUnitPrice\r\n | project\r\n BillingAccountId = case(\r\n BillingProfileId startswith '/', BillingProfileId,\r\n BillingAccountId startswith '/', BillingAccountId,\r\n strcat('/providers/Microsoft.Billing/billingAccounts/', x_BillingAccountId, iff(x_BillingProfileId != x_BillingAccountId, '', strcat('/billingProfiles/', x_BillingProfileId)))\r\n ),\r\n BillingAccountName = coalesce(BillingProfileName, BillingAccountName, x_BillingProfileId),\r\n BillingCurrency = coalesce(BillingCurrency, CurrencyCode, Currency), // Currency last as a fallback only\r\n ChargeCategory,\r\n CommitmentDiscountCategory = case(\r\n x_SkuPriceType == 'ReservedInstance', 'Usage',\r\n x_SkuPriceType == 'SavingsPlan', 'Spend',\r\n ''\r\n ),\r\n CommitmentDiscountType = case(\r\n x_SkuPriceType == 'ReservedInstance', 'Reservation',\r\n x_SkuPriceType == 'SavingsPlan', 'Savings plan',\r\n ''\r\n ),\r\n ContractedUnitPrice,\r\n ListUnitPrice,\r\n PricingCategory = case(\r\n x_SkuPriceType == 'Consumption', 'Standard',\r\n x_SkuPriceType == 'ReservedInstance', 'Standard', // Reservation purchases are tracked as \"Standard\"\r\n x_SkuPriceType == 'SavingsPlan', 'Committed',\r\n ''\r\n ),\r\n PricingUnit,\r\n SkuId = coalesce(ProductId, ProductID),\r\n SkuPriceId = strcat(x_SkuProductId, '_', x_SkuId, '_', x_SkuMeterType),\r\n SkuPriceIdv2,\r\n x_BaseUnitPrice,\r\n x_BillingAccountAgreement = case(\r\n strlen(x_BillingAccountId) > 32, 'MCA',\r\n strlen(x_BillingAccountId) < 32, 'EA',\r\n 'Unknown'\r\n ),\r\n x_BillingAccountId,\r\n x_BillingProfileId,\r\n x_CommitmentDiscountSpendEligibility,\r\n x_CommitmentDiscountUsageEligibility,\r\n x_ContractedUnitPriceDiscount,\r\n x_ContractedUnitPriceDiscountPercent = 1.0 * x_ContractedUnitPriceDiscount / ListUnitPrice * 100,\r\n x_EffectivePeriodEnd = startofmonth(x_EffectivePeriodEnd + 1h),\r\n x_EffectivePeriodStart,\r\n x_EffectiveUnitPrice,\r\n x_EffectiveUnitPriceDiscount,\r\n x_EffectiveUnitPriceDiscountPercent = 1.0 * x_EffectiveUnitPriceDiscount / ContractedUnitPrice * 100,\r\n x_IngestionTime,\r\n x_PricingBlockSize,\r\n x_PricingCurrency = coalesce(Currency, CurrencyCode), // CurrencyCode last as a fallback only\r\n x_PricingSubcategory = case(\r\n x_SkuPriceType == 'Consumption' and (x_SkuIncludedQuantity > 0 or x_SkuTier > 0), 'Tiered',\r\n x_SkuPriceType == 'Consumption', 'Standard',\r\n x_SkuPriceType == 'ReservedInstance', 'Standard', // Reservation purchases are tracked as \"Standard\"\r\n x_SkuPriceType == 'SavingsPlan', 'Committed Spend',\r\n ''\r\n ),\r\n x_PricingUnitDescription,\r\n x_SkuDescription = Product,\r\n x_SkuId,\r\n x_SkuIncludedQuantity,\r\n x_SkuMeterCategory,\r\n x_SkuMeterId,\r\n x_SkuMeterName,\r\n x_SkuMeterSubcategory,\r\n x_SkuMeterType,\r\n x_SkuPriceType,\r\n x_SkuProductId,\r\n x_SkuRegion,\r\n x_SkuServiceFamily,\r\n x_SkuOfferId,\r\n x_SkuPartNumber,\r\n x_SkuTerm,\r\n x_SkuTier,\r\n x_SourceName = coalesce(x_SourceName, 'Cost Management'),\r\n x_SourceProvider = coalesce(x_SourceProvider, 'Microsoft'),\r\n x_SourceType = coalesce(x_SourceType, 'PriceSheet'),\r\n x_SourceVersion = coalesce(x_SourceVersion, '2023-05-01'),\r\n x_TotalUnitPriceDiscount,\r\n x_TotalUnitPriceDiscountPercent = 1.0 * x_TotalUnitPriceDiscount / ListUnitPrice * 100\r\n}\r\n\r\n//----------------------------------------------------------------------------------------------------------------------\r\n\r\n// Prices_final_v1_0 table\r\n// FOCUS 1.0 version of the price sheet that covers everything defined in Prices_raw.\r\n.create-merge table Prices_final_v1_0 (\r\n BillingAccountId: string,\r\n BillingAccountName: string,\r\n BillingCurrency: string,\r\n ChargeCategory: string,\r\n CommitmentDiscountCategory: string,\r\n CommitmentDiscountType: string,\r\n ContractedUnitPrice: decimal,\r\n ListUnitPrice: decimal,\r\n PricingCategory: string,\r\n PricingUnit: string,\r\n SkuId: string,\r\n SkuPriceId: string,\r\n SkuPriceIdv2: string, // Hubs add-on\r\n x_BaseUnitPrice: decimal, // Azure\r\n x_BillingAccountAgreement: string, // Hubs add-on\r\n x_BillingAccountId: string, // Azure MCA\r\n x_BillingProfileId: string, // Azure MCA\r\n x_CommitmentDiscountSpendEligibility: string, // Hubs add-on\r\n x_CommitmentDiscountUsageEligibility: string, // Hubs add-on\r\n x_ContractedUnitPriceDiscount: decimal, // Hubs add-on\r\n x_ContractedUnitPriceDiscountPercent: decimal, // Hubs add-on\r\n x_EffectivePeriodEnd: datetime, // Azure\r\n x_EffectivePeriodStart: datetime, // Azure\r\n x_EffectiveUnitPrice: decimal, // Azure\r\n x_EffectiveUnitPriceDiscount: decimal, // Hubs add-on\r\n x_EffectiveUnitPriceDiscountPercent: decimal, // Hubs add-on\r\n x_IngestionTime: datetime, // Hubs add-on\r\n x_PricingBlockSize: decimal, // Hubs add-on\r\n x_PricingCurrency: string, // Azure\r\n x_PricingSubcategory: string, // Hubs add-on\r\n x_PricingUnitDescription: string, // Azure\r\n x_SkuDescription: string, // Azure\r\n x_SkuId: string, // Azure\r\n x_SkuIncludedQuantity: decimal, // Azure EA\r\n x_SkuMeterCategory: string, // Azure\r\n x_SkuMeterId: string, // Azure\r\n x_SkuMeterName: string, // Azure\r\n x_SkuMeterSubcategory: string, // Azure\r\n x_SkuMeterType: string, // Azure\r\n x_SkuPriceType: string, // Azure\r\n x_SkuProductId: string, // Azure\r\n x_SkuRegion: string, // Azure\r\n x_SkuServiceFamily: string, // Azure\r\n x_SkuOfferId: string, // Azure EA\r\n x_SkuPartNumber: string, // Azure EA\r\n x_SkuTerm: int, // Azure\r\n x_SkuTier: decimal, // Azure MCA\r\n x_SourceName: string, // Hubs add-on\r\n x_SourceProvider: string, // Hubs add-on\r\n x_SourceType: string, // Hubs add-on\r\n x_SourceVersion: string, // Hubs add-on\r\n x_TotalUnitPriceDiscount: decimal, // Hubs add-on\r\n x_TotalUnitPriceDiscountPercent: decimal // Hubs add-on\r\n)\r\n\r\n//----------------------------------------------------------------------------------------------------------------------\r\n\r\n// Update policy for Prices_raw -> Prices_final_v1_0\r\n// NOTE: Must be after transform function is defined\r\n.alter table Prices_final_v1_0 policy update\r\n```\r\n[{\r\n \"IsEnabled\": true,\r\n \"Source\": \"Prices_raw\",\r\n \"Query\": \"Prices_transform_v1_0()\",\r\n \"IsTransactional\": true,\r\n \"PropagateIngestionProperties\": true\r\n}]\r\n```\r\n\r\n\r\n//===| Cost and usage |=================================================================================================\r\n// Supported versions:\r\n// - MS: 1.0, 1.0-preview(v1) -- See https://aka.ms/costmgmt/exports/focus\r\n// - AWS: 1.0 -- See https://docs.aws.amazon.com/cur/latest/userguide/table-dictionary-focus-1-0-aws-columns.html\r\n// - GCP: Jan-Jun 2024 -- See https://cloud.google.com/resources/google-cloud-focus?e=48754805&hl=en\r\n// Links to (Aug 2024): https://services.google.com/fh/files/misc/focus_guide_v1.pdf\r\n// See also:\r\n// - https://cloud.google.com/billing/docs/how-to/export-data-bigquery-tables/standard-usage\r\n// - https://cloud.google.com/billing/docs/how-to/export-data-bigquery-tables/detailed-usage\r\n// - OCI: 1.0 -- See https://docs.oracle.com/iaas/Content/Billing/Concepts/costusagereportsoverview.htm#costreports__focus-cost-report-schema\r\n//\r\n// Support for non-Azure data is limited to ingestion only. Data is not transformed across versions.\r\n//======================================================================================================================\r\n\r\n// Costs_raw table\r\n.create-merge table Costs_raw (\r\n AvailabilityZone: string, // FOCUS 0.5+\r\n BilledCost: decimal, // FOCUS 0.5+\r\n BillingAccountId: string, // FOCUS 0.5+\r\n BillingAccountName: string, // FOCUS 0.5+\r\n BillingAccountType: string, // Azure 1.0-preview(v1)+\r\n BillingCurrency: string, // FOCUS 0.5+\r\n BillingPeriodEnd: datetime, // FOCUS 0.5+\r\n BillingPeriodStart: datetime, // FOCUS 0.5+\r\n ChargeCategory: string, // FOCUS 1.0-preview+\r\n ChargeClass: string, // FOCUS 1.0+\r\n ChargeDescription: string, // FOCUS 1.0+\r\n ChargeFrequency: string, // FOCUS 1.0+\r\n ChargePeriodEnd: datetime, // FOCUS 0.5+\r\n ChargePeriodStart: datetime, // FOCUS 0.5+\r\n ChargeSubcategory: string, // FOCUS 1.0-preview only\r\n CommitmentDiscountCategory: string, // FOCUS 1.0-preview+\r\n CommitmentDiscountId: string, // FOCUS 1.0-preview+\r\n CommitmentDiscountName: string, // FOCUS 1.0-preview+\r\n CommitmentDiscountStatus: string, // FOCUS 1.0+\r\n CommitmentDiscountType: string, // FOCUS 1.0-preview+\r\n ConsumedQuantity: decimal, // FOCUS 1.0+\r\n ConsumedUnit: string, // FOCUS 1.0+\r\n ContractedCost: decimal, // FOCUS 1.0+\r\n ContractedUnitPrice: decimal, // FOCUS 1.0+\r\n EffectiveCost: decimal, // FOCUS 1.0-preview+\r\n InvoiceIssuerName: string, // FOCUS 0.5+\r\n ListCost: decimal, // FOCUS 1.0-preview+\r\n ListUnitPrice: decimal, // FOCUS 1.0-preview+\r\n PricingCategory: string, // FOCUS 1.0-preview+\r\n PricingQuantity: decimal, // FOCUS 1.0-preview+\r\n PricingUnit: string, // FOCUS 1.0-preview+\r\n ProviderName: string, // FOCUS 0.5+\r\n PublisherName: string, // FOCUS 0.5+\r\n Region: string, // FOCUS 0.5-1.0-preview (deprecated)\r\n RegionId: string, // FOCUS 1.0+\r\n RegionName: string, // FOCUS 1.0+\r\n ResourceId: string, // FOCUS 0.5+\r\n ResourceName: string, // FOCUS 0.5+\r\n ResourceType: string, // FOCUS 1.0-preview+\r\n ServiceCategory: string, // FOCUS 0.5+\r\n ServiceName: string, // FOCUS 0.5+\r\n SkuId: string, // FOCUS 1.0-preview+\r\n SkuPriceId: string, // FOCUS 1.0-preview+\r\n SubAccountId: string, // FOCUS 0.5+\r\n SubAccountName: string, // FOCUS 0.5+\r\n SubAccountType: string, // Azure 1.0-preview(v1)+\r\n Tags: string, // FOCUS 1.0-preview+\r\n UsageAmount: decimal, // GCP Jan 2024 -- Removed Mar 2024 (UsageQuantity)\r\n UsageQuantity: decimal, // FOCUS 1.0-preview only\r\n UsageUnit: string, // FOCUS 1.0-preview only\r\n x_AccountId: string, // Azure 1.0-preview(v1)+\r\n x_AccountName: string, // Azure 1.0-preview(v1)+\r\n x_AccountOwnerId: string, // Azure 1.0-preview(v1)+\r\n x_BilledCostInUsd: decimal, // Azure 1.0-preview(v1)+\r\n x_BilledUnitPrice: decimal, // Azure 1.0-preview(v1)+\r\n x_BillingAccountId: string, // Azure 1.0-preview(v1)+\r\n x_BillingAccountName: string, // Azure 1.0-preview(v1)+\r\n x_BillingExchangeRate: decimal, // Azure 1.0-preview(v1)+\r\n x_BillingExchangeRateDate: datetime, // Azure 1.0-preview(v1)+\r\n x_BillingProfileId: string, // Azure 1.0-preview(v1)+\r\n x_BillingProfileName: string, // Azure 1.0-preview(v1)+\r\n x_ChargeId: string, // Azure 1.0-preview(v1) only\r\n x_ContractedCostInUsd: decimal, // Azure 1.0+\r\n x_Cost: decimal, // GCP Jan 2024 -- Removed Jun 2024 (ContractedCost)\r\n x_CostAllocationRuleName: string, // Azure 1.0-preview(v1)+\r\n x_CostCategories: string, // AWS 1.0 (JSON)\r\n x_CostCenter: string, // Azure 1.0-preview(v1)+\r\n x_Credits: string, // GCP Jan 2024\r\n x_CostType: string, // GCP Jan 2024\r\n x_CurrencyConversionRate: decimal, // GCP Jun 2024\r\n x_CustomerId: string, // Azure 1.0-preview(v1)+\r\n x_CustomerName: string, // Azure 1.0-preview(v1)+\r\n x_Discount: string, // AWS 1.0 (JSON)\r\n x_EffectiveCostInUsd: decimal, // Azure 1.0-preview(v1)+\r\n x_EffectiveUnitPrice: decimal, // Azure 1.0-preview(v1)+\r\n x_ExportTime: datetime, // GCP Jan 2024\r\n x_InvoiceId: string, // Azure 1.0-preview(v1)+\r\n x_InvoiceIssuerId: string, // Azure 1.0-preview(v1)+\r\n x_InvoiceSectionId: string, // Azure 1.0-preview(v1)+\r\n x_InvoiceSectionName: string, // Azure 1.0-preview(v1)+\r\n x_ListCostInUsd: decimal, // Azure 1.0-preview(v1)+\r\n x_Location: string, // GCP Jan 2024\r\n x_OnDemandCost: decimal, // Azure 1.0-preview(v1) only\r\n x_OnDemandCostInUsd: decimal, // Azure 1.0-preview(v1) only\r\n x_OnDemandUnitPrice: decimal, // Azure 1.0-preview(v1) only\r\n x_Operation: string, // AWS 1.0\r\n x_PartnerCreditApplied: string, // Azure 1.0-preview(v1)+\r\n x_PartnerCreditRate: string, // Azure 1.0-preview(v1)+\r\n x_PricingBlockSize: decimal, // Azure 1.0-preview(v1)+\r\n x_PricingCurrency: string, // Azure 1.0-preview(v1)+\r\n x_PricingSubcategory: string, // Azure 1.0-preview(v1)+\r\n x_PricingUnitDescription: string, // Azure 1.0-preview(v1)+\r\n x_Project: string, // GCP Jan 2024\r\n x_PublisherCategory: string, // Azure 1.0-preview(v1)+\r\n x_PublisherId: string, // Azure 1.0-preview(v1)+\r\n x_ResellerId: string, // Azure 1.0-preview(v1)+\r\n x_ResellerName: string, // Azure 1.0-preview(v1)+\r\n x_ResourceGroupName: string, // Azure 1.0-preview(v1)+\r\n x_ResourceType: string, // Azure 1.0-preview(v1)+\r\n x_ServiceCode: string, // AWS 1.0\r\n x_ServiceId: string, // GCP Jan 2024\r\n x_ServicePeriodEnd: datetime, // Azure 1.0-preview(v1)+\r\n x_ServicePeriodStart: datetime, // Azure 1.0-preview(v1)+\r\n x_SkuDescription: string, // Azure 1.0-preview(v1)+\r\n x_SkuDetails: string, // Azure 1.0-preview(v1)+\r\n x_SkuIsCreditEligible: bool, // Azure 1.0-preview(v1)+ \r\n x_SkuMeterCategory: string, // Azure 1.0-preview(v1)+\r\n x_SkuMeterId: string, // Azure 1.0-preview(v1)+\r\n x_SkuMeterName: string, // Azure 1.0-preview(v1)+\r\n x_SkuMeterSubcategory: string, // Azure 1.0-preview(v1)+\r\n x_SkuOfferId: string, // Azure 1.0-preview(v1)+\r\n x_SkuOrderId: string, // Azure 1.0-preview(v1)+\r\n x_SkuOrderName: string, // Azure 1.0-preview(v1)+\r\n x_SkuPartNumber: string, // Azure 1.0-preview(v1)+\r\n x_SkuRegion: string, // Azure 1.0-preview(v1)+\r\n x_SkuServiceFamily: string, // Azure 1.0-preview(v1)+\r\n x_SkuTerm: int, // Azure 1.0-preview(v1)+\r\n x_SkuTier: string, // Azure 1.0-preview(v1)+ \r\n x_SourceName: string, // Hubs add-on\r\n x_SourceProvider: string, // Hubs add-on\r\n x_SourceType: string, // Hubs add-on\r\n x_SourceVersion: string, // Hubs add-on\r\n x_UsageType: string // AWS 1.0\r\n)\r\n\r\n// Costs_raw ingestion mapping\r\n.create-or-alter table Costs_raw ingestion parquet mapping \"Costs_raw_mapping\"\r\n```\r\n[\r\n { \"Column\": \"AvailabilityZone\", \"Properties\": { \"Field\": \"AvailabilityZone\" } },\r\n { \"Column\": \"BilledCost\", \"Properties\": { \"Field\": \"BilledCost\" } },\r\n { \"Column\": \"BillingAccountId\", \"Properties\": { \"Field\": \"BillingAccountId\" } },\r\n { \"Column\": \"BillingAccountName\", \"Properties\": { \"Field\": \"BillingAccountName\" } },\r\n { \"Column\": \"BillingAccountType\", \"Properties\": { \"Field\": \"BillingAccountType\" } },\r\n { \"Column\": \"BillingCurrency\", \"Properties\": { \"Field\": \"BillingCurrency\" } },\r\n { \"Column\": \"BillingPeriodEnd\", \"Properties\": { \"Field\": \"BillingPeriodEnd\" } },\r\n { \"Column\": \"BillingPeriodStart\", \"Properties\": { \"Field\": \"BillingPeriodStart\" } },\r\n { \"Column\": \"ChargeCategory\", \"Properties\": { \"Field\": \"ChargeCategory\" } },\r\n { \"Column\": \"ChargeClass\", \"Properties\": { \"Field\": \"ChargeClass\" } },\r\n { \"Column\": \"ChargeDescription\", \"Properties\": { \"Field\": \"ChargeDescription\" } },\r\n { \"Column\": \"ChargeFrequency\", \"Properties\": { \"Field\": \"ChargeFrequency\" } },\r\n { \"Column\": \"ChargePeriodEnd\", \"Properties\": { \"Field\": \"ChargePeriodEnd\" } },\r\n { \"Column\": \"ChargePeriodStart\", \"Properties\": { \"Field\": \"ChargePeriodStart\" } },\r\n { \"Column\": \"ChargeSubcategory\", \"Properties\": { \"Field\": \"ChargeSubcategory\" } },\r\n { \"Column\": \"CommitmentDiscountCategory\", \"Properties\": { \"Field\": \"CommitmentDiscountCategory\" } },\r\n { \"Column\": \"CommitmentDiscountId\", \"Properties\": { \"Field\": \"CommitmentDiscountId\" } },\r\n { \"Column\": \"CommitmentDiscountName\", \"Properties\": { \"Field\": \"CommitmentDiscountName\" } },\r\n { \"Column\": \"CommitmentDiscountStatus\", \"Properties\": { \"Field\": \"CommitmentDiscountStatus\" } },\r\n { \"Column\": \"CommitmentDiscountType\", \"Properties\": { \"Field\": \"CommitmentDiscountType\" } },\r\n { \"Column\": \"ConsumedQuantity\", \"Properties\": { \"Field\": \"ConsumedQuantity\" } },\r\n { \"Column\": \"ConsumedUnit\", \"Properties\": { \"Field\": \"ConsumedUnit\" } },\r\n { \"Column\": \"ContractedCost\", \"Properties\": { \"Field\": \"ContractedCost\" } },\r\n { \"Column\": \"ContractedUnitPrice\", \"Properties\": { \"Field\": \"ContractedUnitPrice\" } },\r\n { \"Column\": \"EffectiveCost\", \"Properties\": { \"Field\": \"EffectiveCost\" } },\r\n { \"Column\": \"InvoiceIssuerName\", \"Properties\": { \"Field\": \"InvoiceIssuerName\" } },\r\n { \"Column\": \"ListCost\", \"Properties\": { \"Field\": \"ListCost\" } },\r\n { \"Column\": \"ListUnitPrice\", \"Properties\": { \"Field\": \"ListUnitPrice\" } },\r\n { \"Column\": \"PricingCategory\", \"Properties\": { \"Field\": \"PricingCategory\" } },\r\n { \"Column\": \"PricingQuantity\", \"Properties\": { \"Field\": \"PricingQuantity\" } },\r\n { \"Column\": \"PricingUnit\", \"Properties\": { \"Field\": \"PricingUnit\" } },\r\n { \"Column\": \"ProviderName\", \"Properties\": { \"Field\": \"ProviderName\" } },\r\n { \"Column\": \"PublisherName\", \"Properties\": { \"Field\": \"PublisherName\" } },\r\n { \"Column\": \"Region\", \"Properties\": { \"Field\": \"Region\" } },\r\n { \"Column\": \"RegionId\", \"Properties\": { \"Field\": \"RegionId\" } },\r\n { \"Column\": \"RegionName\", \"Properties\": { \"Field\": \"RegionName\" } },\r\n { \"Column\": \"ResourceId\", \"Properties\": { \"Field\": \"ResourceId\" } },\r\n { \"Column\": \"ResourceName\", \"Properties\": { \"Field\": \"ResourceName\" } },\r\n { \"Column\": \"ResourceType\", \"Properties\": { \"Field\": \"ResourceType\" } },\r\n { \"Column\": \"ServiceCategory\", \"Properties\": { \"Field\": \"ServiceCategory\" } },\r\n { \"Column\": \"ServiceName\", \"Properties\": { \"Field\": \"ServiceName\" } },\r\n { \"Column\": \"SkuId\", \"Properties\": { \"Field\": \"SkuId\" } },\r\n { \"Column\": \"SkuPriceId\", \"Properties\": { \"Field\": \"SkuPriceId\" } },\r\n { \"Column\": \"SubAccountId\", \"Properties\": { \"Field\": \"SubAccountId\" } },\r\n { \"Column\": \"SubAccountName\", \"Properties\": { \"Field\": \"SubAccountName\" } },\r\n { \"Column\": \"SubAccountType\", \"Properties\": { \"Field\": \"SubAccountType\" } },\r\n { \"Column\": \"Tags\", \"Properties\": { \"Field\": \"Tags\" } },\r\n { \"Column\": \"UsageAmount\", \"Properties\": { \"Field\": \"UsageAmount\" } },\r\n { \"Column\": \"UsageQuantity\", \"Properties\": { \"Field\": \"UsageQuantity\" } },\r\n { \"Column\": \"UsageUnit\", \"Properties\": { \"Field\": \"UsageUnit\" } },\r\n { \"Column\": \"x_AccountId\", \"Properties\": { \"Field\": \"x_AccountId\" } },\r\n { \"Column\": \"x_AccountName\", \"Properties\": { \"Field\": \"x_AccountName\" } },\r\n { \"Column\": \"x_AccountOwnerId\", \"Properties\": { \"Field\": \"x_AccountOwnerId\" } },\r\n { \"Column\": \"x_BilledCostInUsd\", \"Properties\": { \"Field\": \"x_BilledCostInUsd\" } },\r\n { \"Column\": \"x_BilledUnitPrice\", \"Properties\": { \"Field\": \"x_BilledUnitPrice\" } },\r\n { \"Column\": \"x_BillingAccountId\", \"Properties\": { \"Field\": \"x_BillingAccountId\" } },\r\n { \"Column\": \"x_BillingAccountName\", \"Properties\": { \"Field\": \"x_BillingAccountName\" } },\r\n { \"Column\": \"x_BillingExchangeRate\", \"Properties\": { \"Field\": \"x_BillingExchangeRate\" } },\r\n { \"Column\": \"x_BillingExchangeRateDate\", \"Properties\": { \"Field\": \"x_BillingExchangeRateDate\" } },\r\n { \"Column\": \"x_BillingProfileId\", \"Properties\": { \"Field\": \"x_BillingProfileId\" } },\r\n { \"Column\": \"x_BillingProfileName\", \"Properties\": { \"Field\": \"x_BillingProfileName\" } },\r\n { \"Column\": \"x_ChargeId\", \"Properties\": { \"Field\": \"x_ChargeId\" } },\r\n { \"Column\": \"x_ContractedCostInUsd\", \"Properties\": { \"Field\": \"x_ContractedCostInUsd\" } },\r\n { \"Column\": \"x_Cost\", \"Properties\": { \"Field\": \"x_Cost\" } },\r\n { \"Column\": \"x_CostAllocationRuleName\", \"Properties\": { \"Field\": \"x_CostAllocationRuleName\" } },\r\n { \"Column\": \"x_CostCategories\", \"Properties\": { \"Field\": \"x_CostCategories\" } },\r\n { \"Column\": \"x_CostCenter\", \"Properties\": { \"Field\": \"x_CostCenter\" } },\r\n { \"Column\": \"x_Credits\", \"Properties\": { \"Field\": \"x_Credits\" } },\r\n { \"Column\": \"x_CostType\", \"Properties\": { \"Field\": \"x_CostType\" } },\r\n { \"Column\": \"x_CurrencyConversionRate\", \"Properties\": { \"Field\": \"x_CurrencyConversionRate\" } },\r\n { \"Column\": \"x_CustomerId\", \"Properties\": { \"Field\": \"x_CustomerId\" } },\r\n { \"Column\": \"x_CustomerName\", \"Properties\": { \"Field\": \"x_CustomerName\" } },\r\n { \"Column\": \"x_Discount\", \"Properties\": { \"Field\": \"x_Discount\" } },\r\n { \"Column\": \"x_EffectiveCostInUsd\", \"Properties\": { \"Field\": \"x_EffectiveCostInUsd\" } },\r\n { \"Column\": \"x_EffectiveUnitPrice\", \"Properties\": { \"Field\": \"x_EffectiveUnitPrice\" } },\r\n { \"Column\": \"x_ExportTime\", \"Properties\": { \"Field\": \"x_ExportTime\" } },\r\n { \"Column\": \"x_InvoiceId\", \"Properties\": { \"Field\": \"x_InvoiceId\" } },\r\n { \"Column\": \"x_InvoiceIssuerId\", \"Properties\": { \"Field\": \"x_InvoiceIssuerId\" } },\r\n { \"Column\": \"x_InvoiceSectionId\", \"Properties\": { \"Field\": \"x_InvoiceSectionId\" } },\r\n { \"Column\": \"x_InvoiceSectionName\", \"Properties\": { \"Field\": \"x_InvoiceSectionName\" } },\r\n { \"Column\": \"x_ListCostInUsd\", \"Properties\": { \"Field\": \"x_ListCostInUsd\" } },\r\n { \"Column\": \"x_Location\", \"Properties\": { \"Field\": \"x_Location\" } },\r\n { \"Column\": \"x_OnDemandCost\", \"Properties\": { \"Field\": \"x_OnDemandCost\" } },\r\n { \"Column\": \"x_OnDemandCostInUsd\", \"Properties\": { \"Field\": \"x_OnDemandCostInUsd\" } },\r\n { \"Column\": \"x_OnDemandUnitPrice\", \"Properties\": { \"Field\": \"x_OnDemandUnitPrice\" } },\r\n { \"Column\": \"x_Operation\", \"Properties\": { \"Field\": \"x_Operation\" } },\r\n { \"Column\": \"x_PartnerCreditApplied\", \"Properties\": { \"Field\": \"x_PartnerCreditApplied\" } },\r\n { \"Column\": \"x_PartnerCreditRate\", \"Properties\": { \"Field\": \"x_PartnerCreditRate\" } },\r\n { \"Column\": \"x_PricingBlockSize\", \"Properties\": { \"Field\": \"x_PricingBlockSize\" } },\r\n { \"Column\": \"x_PricingCurrency\", \"Properties\": { \"Field\": \"x_PricingCurrency\" } },\r\n { \"Column\": \"x_PricingSubcategory\", \"Properties\": { \"Field\": \"x_PricingSubcategory\" } },\r\n { \"Column\": \"x_PricingUnitDescription\", \"Properties\": { \"Field\": \"x_PricingUnitDescription\" } },\r\n { \"Column\": \"x_Project\", \"Properties\": { \"Field\": \"x_Project\" } },\r\n { \"Column\": \"x_PublisherCategory\", \"Properties\": { \"Field\": \"x_PublisherCategory\" } },\r\n { \"Column\": \"x_PublisherId\", \"Properties\": { \"Field\": \"x_PublisherId\" } },\r\n { \"Column\": \"x_ResellerId\", \"Properties\": { \"Field\": \"x_ResellerId\" } },\r\n { \"Column\": \"x_ResellerName\", \"Properties\": { \"Field\": \"x_ResellerName\" } },\r\n { \"Column\": \"x_ResourceGroupName\", \"Properties\": { \"Field\": \"x_ResourceGroupName\" } },\r\n { \"Column\": \"x_ResourceType\", \"Properties\": { \"Field\": \"x_ResourceType\" } },\r\n { \"Column\": \"x_ServiceCode\", \"Properties\": { \"Field\": \"x_ServiceCode\" } },\r\n { \"Column\": \"x_ServiceId\", \"Properties\": { \"Field\": \"x_ServiceId\" } },\r\n { \"Column\": \"x_ServicePeriodEnd\", \"Properties\": { \"Field\": \"x_ServicePeriodEnd\" } },\r\n { \"Column\": \"x_ServicePeriodStart\", \"Properties\": { \"Field\": \"x_ServicePeriodStart\" } },\r\n { \"Column\": \"x_SkuDescription\", \"Properties\": { \"Field\": \"x_SkuDescription\" } },\r\n { \"Column\": \"x_SkuDetails\", \"Properties\": { \"Field\": \"x_SkuDetails\" } },\r\n { \"Column\": \"x_SkuIsCreditEligible\", \"Properties\": { \"Field\": \"x_SkuIsCreditEligible\" } },\r\n { \"Column\": \"x_SkuMeterCategory\", \"Properties\": { \"Field\": \"x_SkuMeterCategory\" } },\r\n { \"Column\": \"x_SkuMeterId\", \"Properties\": { \"Field\": \"x_SkuMeterId\" } },\r\n { \"Column\": \"x_SkuMeterName\", \"Properties\": { \"Field\": \"x_SkuMeterName\" } },\r\n { \"Column\": \"x_SkuMeterSubcategory\", \"Properties\": { \"Field\": \"x_SkuMeterSubcategory\" } },\r\n { \"Column\": \"x_SkuOfferId\", \"Properties\": { \"Field\": \"x_SkuOfferId\" } },\r\n { \"Column\": \"x_SkuOrderId\", \"Properties\": { \"Field\": \"x_SkuOrderId\" } },\r\n { \"Column\": \"x_SkuOrderName\", \"Properties\": { \"Field\": \"x_SkuOrderName\" } },\r\n { \"Column\": \"x_SkuPartNumber\", \"Properties\": { \"Field\": \"x_SkuPartNumber\" } },\r\n { \"Column\": \"x_SkuRegion\", \"Properties\": { \"Field\": \"x_SkuRegion\" } },\r\n { \"Column\": \"x_SkuServiceFamily\", \"Properties\": { \"Field\": \"x_SkuServiceFamily\" } },\r\n { \"Column\": \"x_SkuTerm\", \"Properties\": { \"Field\": \"x_SkuTerm\" } },\r\n { \"Column\": \"x_SkuTier\", \"Properties\": { \"Field\": \"x_SkuTier\" } },\r\n { \"Column\": \"x_SourceName\", \"Properties\": { \"Field\": \"x_SourceName\" } },\r\n { \"Column\": \"x_SourceProvider\", \"Properties\": { \"Field\": \"x_SourceProvider\" } },\r\n { \"Column\": \"x_SourceType\", \"Properties\": { \"Field\": \"x_SourceType\" } },\r\n { \"Column\": \"x_SourceVersion\", \"Properties\": { \"Field\": \"x_SourceVersion\" } },\r\n { \"Column\": \"x_UsageType\", \"Properties\": { \"Field\": \"x_UsageType\" } }\r\n]\r\n```\r\n\r\n// Costs_raw retention policy\r\n.alter-merge table Costs_raw policy retention softdelete = $$rawRetentionInDays$$d recoverability = disabled\r\n\r\n//----------------------------------------------------------------------------------------------------------------------\r\n\r\n// Costs_transform_v1_0 function\r\n.create-or-alter function\r\nwith (docstring='All costs transformed to FOCUS 1.0.', folder='Costs')\r\nCosts_transform_v1_0()\r\n{\r\n // NOTE: All open issues and questions are tracked @ https://github.com/microsoft/finops-toolkit/issues/1111\r\n Costs_raw\r\n //\r\n // Dedupe rows\r\n | extend x_IngestionTime = ingestion_time()\r\n | extend x_ChargeId = ''\r\n // TODO: Consider adding a unique charge ID per row\r\n // hash_sha256(strcat(\r\n // // DO NOT CHANGE COLUMNS OR COLUMN ORDER\r\n // // 1. Resource hierarchy (including resource name), highest to lowest\r\n // BillingAccountId,\r\n // x_InvoiceSectionId,\r\n // x_AccountOwnerId,\r\n // SubAccountId,\r\n // x_ResourceGroupName,\r\n // ResourceName,\r\n // // 2. Resource details\r\n // ResourceId,\r\n // RegionId,\r\n // Tags,\r\n // CommitmentDiscountId,\r\n // x_CostCenter,\r\n // // 4. Meter details\r\n // SkuPriceId,\r\n // x_SkuMeterId,\r\n // x_SkuPartNumber,\r\n // x_SkuOfferId,\r\n // x_SkuDetails,\r\n // // 5. Date\r\n // ChargePeriodStart\r\n // ))\r\n //\r\n // Identify data quality issues\r\n | extend x_SourceChanges = trim_end(',', strcat(\r\n iff(ChargeCategory == 'Purchase' and isnotempty(CommitmentDiscountId) and ChargeFrequency == 'Usage-Based', 'InvalidChargeFrequency,', ''),\r\n iff(ChargeCategory == 'Purchase' and isnotempty(CommitmentDiscountId) and EffectiveCost > 0, 'InvalidEffectiveCost,', ''),\r\n iff((isempty(ContractedCost) or ContractedCost == 0) and EffectiveCost != 0, 'MissingContractedCost,', ''),\r\n iff((isempty(ContractedUnitPrice) or ContractedUnitPrice == 0) and x_EffectiveUnitPrice != 0, 'MissingContractedUnitPrice,', ''),\r\n iff((isempty(ListCost) or ListCost == 0) and (ContractedCost != 0 or EffectiveCost != 0), 'MissingListCost,', ''),\r\n iff((isempty(ListUnitPrice) or ListUnitPrice == 0) and (ContractedUnitPrice != 0 or x_EffectiveUnitPrice != 0), 'MissingListUnitPrice,', ''),\r\n iff(isempty(ProviderName), 'MissingProviderName,', ''),\r\n iff(isempty(PublisherName), 'MissingPublisherName,', ''),\r\n iff(ChargeCategory == 'Purchase' and isnotempty(CommitmentDiscountId) and isempty(ResourceId), 'MissingResourceId,', ''),\r\n iff(ChargeCategory == 'Purchase' and isnotempty(CommitmentDiscountId) and isempty(ResourceName), 'MissingResourceName,', ''),\r\n iff(ChargeCategory == 'Purchase' and isnotempty(CommitmentDiscountId) and isempty(ResourceType), 'MissingResourceType,', ''),\r\n iff(BilledCost > 0 and x_BilledUnitPrice == 0, 'MissingXBilledUnitPrice,', ''),\r\n iff(ChargeCategory == 'Purchase' and isnotempty(CommitmentDiscountId) and isempty(x_ResourceType), 'MissingXResourceType,', ''),\r\n iff(PricingCategory == 'Standard' and isnotempty(CommitmentDiscountId) and ChargeCategory == 'Usage', 'PricingCategoryShouldBeCommitted,', ''),\r\n iff(x_SkuTerm == '1Year' or x_SkuTerm == '3Years' or x_SkuTerm == '5Years', 'SkuTermShouldBeAnInteger,', '')\r\n ))\r\n //\r\n // Fix columns needed in other changes\r\n | extend ProviderName = case(\r\n isnotempty(ProviderName), ProviderName,\r\n isnotempty(coalesce(x_CostCategories, x_Discount, x_Operation, x_ServiceCode, x_UsageType)), 'AWS',\r\n isnotempty(coalesce(tostring(UsageAmount), tostring(x_Cost), x_Credits, x_CostType, tostring(x_CurrencyConversionRate), tostring(x_ExportTime), x_Project, x_ServiceId)), 'GCP',\r\n isnotempty(coalesce(x_BillingProfileId, x_InvoiceSectionId)), 'Microsoft',\r\n ''\r\n )\r\n //\r\n // Identify source\r\n | extend x_SourceName = coalesce(x_SourceName, iff(isnotempty(x_BillingProfileId), 'Cost Management', ProviderName))\r\n | extend x_SourceProvider = coalesce(x_SourceProvider, ProviderName)\r\n | extend x_SourceType = coalesce(x_SourceType, iff(isnotempty(x_BillingProfileId), 'FocusCost', ''))\r\n | extend x_SourceVersion = coalesce(x_SourceVersion, case(\r\n isnotempty(coalesce(ChargeClass, CommitmentDiscountStatus, tostring(ConsumedQuantity), ConsumedUnit, tostring(ContractedCost), tostring(ContractedUnitPrice), RegionId, RegionName)), '1.0',\r\n isnotempty(coalesce(ChargeSubcategory, Region, tostring(UsageQuantity), UsageUnit)), iff(ProviderName == 'Microsoft', '1.0-preview(v1)', '1.0-preview'),\r\n ''\r\n ))\r\n // Append version check error code\r\n | extend x_SourceChanges = iff(x_SourceVersion == '1.0', x_SourceChanges,\r\n strcat(x_SourceChanges, iff(isempty(x_SourceChanges), '', ','), iff(x_SourceVersion == '', 'UnknownFocusVersion', 'LegacyFocusVersion'))\r\n )\r\n //\r\n // Populate missing prices -- mapping to on-demand prices requires meter ID and offer ID\r\n | extend tmp_MissingPrices = ProviderName == 'Microsoft'\r\n and (ListUnitPrice == 0 or ContractedUnitPrice == 0)\r\n and x_EffectiveUnitPrice != 0\r\n and not(CommitmentDiscountCategory == 'Spend' and CommitmentDiscountStatus == 'Unused')\r\n and isnotempty(strcat(x_SkuMeterId, x_SkuOfferId))\r\n | as allCosts\r\n | where tmp_MissingPrices\r\n | extend tmp_ReservationPriceLookupKey = strcat(x_BillingProfileId, substring(ChargePeriodStart, 0, 7), x_SkuMeterId, x_SkuOfferId)\r\n | as costsWithMissingPrices\r\n | join kind=leftouter (\r\n Prices_final_v1_0\r\n | extend tmp_ReservationPriceLookupKey = strcat(x_BillingProfileId, substring(x_EffectivePeriodStart, 0, 7), x_SkuMeterId, x_SkuOfferId)\r\n | where x_SkuPriceType == 'Consumption' and tmp_ReservationPriceLookupKey in ((costsWithMissingPrices | summarize by tmp_ReservationPriceLookupKey))\r\n | summarize ListUnitPrice = min(ListUnitPrice), ContractedUnitPrice = min(ContractedUnitPrice) by tmp_ReservationPriceLookupKey, x_PricingBlockSize, PricingUnit\r\n ) on tmp_ReservationPriceLookupKey\r\n // Select the best price to use for each row\r\n | extend ContractedUnitPrice = case(\r\n // If price is already correct, keep that\r\n ContractedUnitPrice != 0 or x_EffectiveUnitPrice == 0, ContractedUnitPrice,\r\n // If both prices use the same scale, use the new one\r\n PricingUnit == PricingUnit1 and x_PricingBlockSize == x_PricingBlockSize1, ContractedUnitPrice1 * x_BillingExchangeRate,\r\n // If prices are the same unit but not the same scale, use the new one but correct the scale\r\n PricingUnit == PricingUnit1 and x_PricingBlockSize != x_PricingBlockSize1 and isnotempty(x_PricingBlockSize) and isnotempty(x_PricingBlockSize1), ContractedUnitPrice1 * x_BillingExchangeRate / x_PricingBlockSize1 * x_PricingBlockSize,\r\n // If billed price is available, assume the billed price is the same as contracted price to support aggregations\r\n isnotempty(x_BilledUnitPrice) and x_BilledUnitPrice != 0, x_EffectiveUnitPrice,\r\n // Otherwise, assume the effective price is the same as contracted price to support aggregations\r\n x_EffectiveUnitPrice\r\n )\r\n | extend ListUnitPrice = case(\r\n // If price is already correct, keep that\r\n ListUnitPrice != 0 or x_EffectiveUnitPrice == 0, ListUnitPrice,\r\n // If both prices use the same scale, use the new one\r\n PricingUnit == PricingUnit1 and x_PricingBlockSize == x_PricingBlockSize1, ListUnitPrice1 * x_BillingExchangeRate,\r\n // If prices are the same unit but not the same scale, use the new one but correct the scale\r\n PricingUnit == PricingUnit1 and x_PricingBlockSize != x_PricingBlockSize1 and isnotempty(x_PricingBlockSize) and isnotempty(x_PricingBlockSize1), ListUnitPrice1 * x_BillingExchangeRate / x_PricingBlockSize1 * x_PricingBlockSize,\r\n // Otherwise, assume the contracted price is the same as list price to support aggregations\r\n ContractedUnitPrice\r\n )\r\n // Calculate missing costs based on new prices -- If cost is already correct, keep that; if not and price is available, recalculate the cost; otherwise, keep the existing cost\r\n | extend ListCost = case(ListCost != 0 or EffectiveCost == 0, ListCost, ListUnitPrice != 0, ListUnitPrice * PricingQuantity, ListCost)\r\n | extend ContractedCost = case(ContractedCost != 0 or EffectiveCost == 0, ContractedCost, ContractedUnitPrice != 0, ContractedUnitPrice * PricingQuantity, ContractedCost)\r\n // Merge the rest of the unmodified cost records and remove excess columns\r\n | union (allCosts | where not(tmp_MissingPrices))\r\n | project-away x_PricingBlockSize1, PricingUnit1, ListUnitPrice1, ContractedUnitPrice1, tmp_MissingPrices, tmp_ReservationPriceLookupKey, tmp_ReservationPriceLookupKey1\r\n //\r\n // BUG: Fix ContractedCost that has bad values\r\n | extend ContractedCost = iff(ProviderName == 'Microsoft' and isnotempty(PricingQuantity) and isnotempty(x_PricingBlockSize) and ContractedCost != ContractedUnitPrice * PricingQuantity, ContractedUnitPrice * PricingQuantity, ContractedCost)\r\n //\r\n // Handle FOCUS 1.0-preview UsageQuantity/Unit\r\n | extend ConsumedQuantity = iff(ChargeCategory == 'Usage', coalesce(ConsumedQuantity, UsageQuantity, UsageAmount), todecimal(''))\r\n | extend ConsumedUnit = iff(ChargeCategory == 'Usage' and isnotempty(ConsumedQuantity), coalesce(ConsumedUnit, UsageUnit, 'Units'), '')\r\n //\r\n // Convert IDs to lowercase for consistency\r\n | extend CommitmentDiscountId = tolower(CommitmentDiscountId)\r\n //\r\n // BUG: Remove EffectiveCost for commitment discount purchases\r\n | extend EffectiveCost = iff(ChargeCategory == 'Purchase' and isnotempty(CommitmentDiscountId), decimal(0), EffectiveCost)\r\n | extend x_EffectiveCostInUsd = iff(ChargeCategory == 'Purchase' and isnotempty(CommitmentDiscountId), decimal(0), x_EffectiveCostInUsd)\r\n //\r\n // Clean up resource columns\r\n | extend ResourceId = case(\r\n isnotempty(ResourceId), ResourceId,\r\n ChargeCategory == 'Purchase' and isnotempty(CommitmentDiscountId), CommitmentDiscountId,\r\n ResourceId)\r\n | extend ResourceName = tolower(case(\r\n isnotempty(ResourceName), ResourceName,\r\n ChargeCategory == 'Purchase' and isnotempty(CommitmentDiscountName), CommitmentDiscountName,\r\n isnotempty(ResourceId), parse_resourceid(ResourceId).ResourceName,\r\n ResourceName))\r\n | extend x_ResourceType = case(\r\n isnotempty(x_ResourceType), x_ResourceType,\r\n isnotempty(ResourceId), parse_resourceid(ResourceId).x_ResourceType,\r\n x_ResourceType)\r\n | extend ResourceType = case(\r\n // Use existing resource type display name unless it's an internal resource type ID\r\n isnotempty(ResourceType) and tolower(ResourceType) != tolower(x_ResourceType) and ResourceType !contains '/', ResourceType,\r\n // Use CommitmentDisocuntType for commitment discount purchases\r\n ChargeCategory == 'Purchase' and isnotempty(CommitmentDiscountType), CommitmentDiscountType,\r\n // Look up display name from internal type\r\n isnotempty(x_ResourceType), coalesce(resource_type(x_ResourceType).SingularDisplayName, ResourceType, x_ResourceType),\r\n ResourceType)\r\n //\r\n // Sort columns and apply final transforms\r\n | project\r\n AvailabilityZone,\r\n BilledCost,\r\n BillingAccountId,\r\n BillingAccountName,\r\n BillingAccountType,\r\n BillingCurrency,\r\n BillingPeriodEnd,\r\n BillingPeriodStart,\r\n ChargeCategory = case(\r\n // Handle FOCUS 1.0-preview ChargeSubcategory\r\n ChargeSubcategory == 'Credit', 'Credit',\r\n ChargeSubcategory == 'Refund', 'Purchase', // We are assuming purchase refunds since we don't have data to indicate usage refunds\r\n ChargeCategory\r\n ),\r\n ChargeClass = case(ChargeSubcategory == 'Refund', 'Correction', ChargeClass),\r\n ChargeDescription,\r\n // BUG: ChargeFrequency shows \"Usage-Based\" for monthly recurring savings plan purchases\r\n ChargeFrequency = iff(ChargeCategory == 'Purchase' and isnotempty(CommitmentDiscountId) and ChargeFrequency == 'Usage-Based' and ProviderName == 'Microsoft' and x_SourceVersion startswith '1.0', 'Recurring', ChargeFrequency),\r\n ChargePeriodEnd,\r\n ChargePeriodStart,\r\n CommitmentDiscountCategory,\r\n CommitmentDiscountId,\r\n CommitmentDiscountName,\r\n CommitmentDiscountStatus = case(\r\n // Handle FOCUS 1.0-preview ChargeSubcategory\r\n ChargeSubcategory == 'Used Commitment', 'Used',\r\n ChargeSubcategory == 'Unused Commitment', 'Unused',\r\n CommitmentDiscountStatus\r\n ),\r\n CommitmentDiscountType,\r\n ConsumedQuantity,\r\n ConsumedUnit,\r\n ContractedCost = coalesce(ContractedCost, x_OnDemandCost, x_Cost),\r\n ContractedUnitPrice = coalesce(ContractedUnitPrice, x_OnDemandUnitPrice),\r\n EffectiveCost,\r\n InvoiceIssuerName,\r\n ListCost,\r\n ListUnitPrice,\r\n PricingCategory = case(\r\n // Handle FOCUS 1.0-preview PricingCategory values\r\n PricingCategory == 'On-Demand', 'Standard',\r\n PricingCategory == 'Commitment-Based', 'Committed',\r\n PricingCategory\r\n ),\r\n PricingQuantity,\r\n PricingUnit,\r\n ProviderName,\r\n // Handle missing PublisherName values\r\n PublisherName = case(PublisherName == 'Microsoft Corporation', 'Microsoft', isnotempty(PublisherName), PublisherName, x_PublisherCategory == 'Cloud Provider', ProviderName, ''),\r\n // Handle FOCUS 1.0-preview Region column\r\n RegionId = coalesce(RegionId, iff(ProviderName == 'Microsoft', replace_string(tolower(Region), ' ', ''), Region)),\r\n RegionName = coalesce(RegionName, Region),\r\n ResourceId,\r\n ResourceName,\r\n ResourceType,\r\n ServiceCategory,\r\n ServiceName,\r\n SkuId,\r\n SkuPriceId,\r\n SubAccountId,\r\n SubAccountName,\r\n SubAccountType, // Azure 1.0-preview(v1)+\r\n Tags = parse_json(Tags),\r\n x_AccountId, // Azure 1.0-preview(v1)+\r\n x_AccountName, // Azure 1.0-preview(v1)+\r\n x_AccountOwnerId, // Azure 1.0-preview(v1)+\r\n x_BilledCostInUsd, // Azure 1.0-preview(v1)+\r\n x_BilledUnitPrice, // Azure 1.0-preview(v1)+\r\n x_BillingAccountAgreement = case(\r\n ProviderName == 'Microsoft' and x_BillingAccountId == x_BillingProfileId, 'EA',\r\n ProviderName == 'Microsoft' and x_BillingAccountId != x_BillingProfileId, 'MCA',\r\n ProviderName\r\n ), // Hubs add-on\r\n x_BillingAccountId, // Azure 1.0-preview(v1)+\r\n x_BillingAccountName, // Azure 1.0-preview(v1)+\r\n x_BillingExchangeRate, // Azure 1.0-preview(v1)+\r\n x_BillingExchangeRateDate, // Azure 1.0-preview(v1)+\r\n x_BillingProfileId, // Azure 1.0-preview(v1)+\r\n x_BillingProfileName, // Azure 1.0-preview(v1)+\r\n x_ChargeId, // Azure 1.0-preview(v1) only\r\n x_ContractedCostInUsd = coalesce(x_ContractedCostInUsd, x_OnDemandCostInUsd), // Azure 1.0+\r\n x_CostAllocationRuleName, // Azure 1.0-preview(v1)+\r\n x_CostCategories = parse_json(x_CostCategories), // AWS 1.0 (JSON)\r\n x_CostCenter, // Azure 1.0-preview(v1)+\r\n x_Credits = parse_json(x_Credits), // GCP Jan 2024\r\n x_CostType, // GCP Jan 2024\r\n x_CurrencyConversionRate, // GCP Jun 2024\r\n x_CustomerId, // Azure 1.0-preview(v1)+\r\n x_CustomerName, // Azure 1.0-preview(v1)+\r\n x_Discount = parse_json(x_Discount), // AWS 1.0 (JSON)\r\n x_EffectiveCostInUsd, // Azure 1.0-preview(v1)+\r\n x_EffectiveUnitPrice, // Azure 1.0-preview(v1)+\r\n x_ExportTime, // GCP Jan 2024\r\n x_IngestionTime, // Hubs add-on\r\n x_InvoiceId, // Azure 1.0-preview(v1)+\r\n x_InvoiceIssuerId, // Azure 1.0-preview(v1)+\r\n x_InvoiceSectionId, // Azure 1.0-preview(v1)+\r\n x_InvoiceSectionName, // Azure 1.0-preview(v1)+\r\n x_ListCostInUsd, // Azure 1.0-preview(v1)+\r\n x_Location, // GCP Jan 2024\r\n x_Operation, // AWS 1.0\r\n x_PartnerCreditApplied, // Azure 1.0-preview(v1)+\r\n x_PartnerCreditRate, // Azure 1.0-preview(v1)+\r\n x_PricingBlockSize, // Azure 1.0-preview(v1)+\r\n x_PricingCurrency, // Azure 1.0-preview(v1)+\r\n x_PricingSubcategory, // Azure 1.0-preview(v1)+\r\n x_PricingUnitDescription, // Azure 1.0-preview(v1)+\r\n x_Project, // GCP Jan 2024\r\n x_PublisherCategory, // Azure 1.0-preview(v1)+\r\n x_PublisherId, // Azure 1.0-preview(v1)+\r\n x_ResellerId, // Azure 1.0-preview(v1)+\r\n x_ResellerName, // Azure 1.0-preview(v1)+\r\n x_ResourceGroupName = tolower(x_ResourceGroupName), // Azure 1.0-preview(v1)+\r\n x_ResourceType, // Azure 1.0-preview(v1)+\r\n x_ServiceCode, // AWS 1.0\r\n x_ServiceId, // GCP Jan 2024\r\n x_ServicePeriodEnd, // Azure 1.0-preview(v1)+\r\n x_ServicePeriodStart, // Azure 1.0-preview(v1)+\r\n x_SkuDescription, // Azure 1.0-preview(v1)+\r\n x_SkuDetails = parse_json(x_SkuDetails), // Azure 1.0-preview(v1)+\r\n x_SkuIsCreditEligible, // Azure 1.0-preview(v1)+ \r\n x_SkuMeterCategory, // Azure 1.0-preview(v1)+\r\n x_SkuMeterId, // Azure 1.0-preview(v1)+\r\n x_SkuMeterName, // Azure 1.0-preview(v1)+\r\n x_SkuMeterSubcategory, // Azure 1.0-preview(v1)+\r\n x_SkuOfferId, // Azure 1.0-preview(v1)+\r\n x_SkuOrderId, // Azure 1.0-preview(v1)+\r\n x_SkuOrderName, // Azure 1.0-preview(v1)+\r\n x_SkuPartNumber, // Azure 1.0-preview(v1)+\r\n x_SkuRegion, // Azure 1.0-preview(v1)+\r\n x_SkuServiceFamily, // Azure 1.0-preview(v1)+\r\n x_SkuTerm, // Azure 1.0-preview(v1)+\r\n x_SkuTier, // Azure 1.0-preview(v1)+ \r\n x_SourceChanges, // Hubs add-on\r\n x_SourceName, // Hubs add-on\r\n x_SourceProvider, // Hubs add-on\r\n x_SourceType, // Hubs add-on\r\n x_SourceVersion, // Hubs add-on\r\n x_UsageType // AWS 1.0\r\n}\r\n\r\n//----------------------------------------------------------------------------------------------------------------------\r\n\r\n// Costs_final_v1_0 table\r\n.create-merge table Costs_final_v1_0 (\r\n AvailabilityZone: string,\r\n BilledCost: decimal,\r\n BillingAccountId: string,\r\n BillingAccountName: string,\r\n BillingAccountType: string, // Azure 1.0-preview(v1)+\r\n BillingCurrency: string,\r\n BillingPeriodEnd: datetime,\r\n BillingPeriodStart: datetime,\r\n ChargeCategory: string,\r\n ChargeClass: string,\r\n ChargeDescription: string,\r\n ChargeFrequency: string,\r\n ChargePeriodEnd: datetime,\r\n ChargePeriodStart: datetime,\r\n CommitmentDiscountCategory: string, // FOCUS 1.0-preview only\r\n CommitmentDiscountId: string,\r\n CommitmentDiscountName: string,\r\n CommitmentDiscountStatus: string,\r\n CommitmentDiscountType: string,\r\n ConsumedQuantity: decimal,\r\n ConsumedUnit: string,\r\n ContractedCost: decimal,\r\n ContractedUnitPrice: decimal,\r\n EffectiveCost: decimal,\r\n InvoiceIssuerName: string,\r\n ListCost: decimal,\r\n ListUnitPrice: decimal,\r\n PricingCategory: string,\r\n PricingQuantity: decimal,\r\n PricingUnit: string,\r\n ProviderName: string,\r\n PublisherName: string,\r\n RegionId: string,\r\n RegionName: string,\r\n ResourceId: string,\r\n ResourceName: string,\r\n ResourceType: string,\r\n ServiceCategory: string,\r\n ServiceName: string,\r\n SkuId: string,\r\n SkuPriceId: string,\r\n SubAccountId: string,\r\n SubAccountName: string,\r\n SubAccountType: string,\r\n Tags: dynamic,\r\n x_AccountId: string, // Azure 1.0-preview(v1)+\r\n x_AccountName: string, // Azure 1.0-preview(v1)+\r\n x_AccountOwnerId: string, // Azure 1.0-preview(v1)+\r\n x_BilledCostInUsd: decimal, // Azure 1.0-preview(v1)+\r\n x_BilledUnitPrice: decimal, // Azure 1.0-preview(v1)+\r\n x_BillingAccountAgreement: string, // Hubs add-on\r\n x_BillingAccountId: string, // Azure 1.0-preview(v1)+\r\n x_BillingAccountName: string, // Azure 1.0-preview(v1)+\r\n x_BillingExchangeRate: decimal, // Azure 1.0-preview(v1)+\r\n x_BillingExchangeRateDate: datetime, // Azure 1.0-preview(v1)+\r\n x_BillingProfileId: string, // Azure 1.0-preview(v1)+\r\n x_BillingProfileName: string, // Azure 1.0-preview(v1)+\r\n x_ChargeId: string, // Azure 1.0-preview(v1) only\r\n x_ContractedCostInUsd: decimal, // Azure 1.0+\r\n x_CostAllocationRuleName: string, // Azure 1.0-preview(v1)+\r\n x_CostCategories: dynamic, // AWS 1.0 (JSON)\r\n x_CostCenter: string, // Azure 1.0-preview(v1)+\r\n x_Credits: dynamic, // GCP Jan 2024\r\n x_CostType: string, // GCP Jan 2024\r\n x_CurrencyConversionRate: decimal, // GCP Jun 2024\r\n x_CustomerId: string, // Azure 1.0-preview(v1)+\r\n x_CustomerName: string, // Azure 1.0-preview(v1)+\r\n x_Discount: dynamic, // AWS 1.0 (JSON)\r\n x_EffectiveCostInUsd: decimal, // Azure 1.0-preview(v1)+\r\n x_EffectiveUnitPrice: decimal, // Azure 1.0-preview(v1)+\r\n x_ExportTime: datetime, // GCP Jan 2024\r\n x_IngestionTime: datetime, // Hubs add-on\r\n x_InvoiceId: string, // Azure 1.0-preview(v1)+\r\n x_InvoiceIssuerId: string, // Azure 1.0-preview(v1)+\r\n x_InvoiceSectionId: string, // Azure 1.0-preview(v1)+\r\n x_InvoiceSectionName: string, // Azure 1.0-preview(v1)+\r\n x_ListCostInUsd: decimal, // Azure 1.0-preview(v1)+\r\n x_Location: string, // GCP Jan 2024\r\n x_Operation: string, // AWS 1.0\r\n x_PartnerCreditApplied: string, // Azure 1.0-preview(v1)+\r\n x_PartnerCreditRate: string, // Azure 1.0-preview(v1)+\r\n x_PricingBlockSize: decimal, // Azure 1.0-preview(v1)+\r\n x_PricingCurrency: string, // Azure 1.0-preview(v1)+\r\n x_PricingSubcategory: string, // Azure 1.0-preview(v1)+\r\n x_PricingUnitDescription: string, // Azure 1.0-preview(v1)+\r\n x_Project: string, // GCP Jan 2024\r\n x_PublisherCategory: string, // Azure 1.0-preview(v1)+\r\n x_PublisherId: string, // Azure 1.0-preview(v1)+\r\n x_ResellerId: string, // Azure 1.0-preview(v1)+\r\n x_ResellerName: string, // Azure 1.0-preview(v1)+\r\n x_ResourceGroupName: string, // Azure 1.0-preview(v1)+\r\n x_ResourceType: string, // Azure 1.0-preview(v1)+\r\n x_ServiceCode: string, // AWS 1.0\r\n x_ServiceId: string, // GCP Jan 2024\r\n x_ServicePeriodEnd: datetime, // Azure 1.0-preview(v1)+\r\n x_ServicePeriodStart: datetime, // Azure 1.0-preview(v1)+\r\n x_SkuDescription: string, // Azure 1.0-preview(v1)+\r\n x_SkuDetails: dynamic, // Azure 1.0-preview(v1)+\r\n x_SkuIsCreditEligible: bool, // Azure 1.0-preview(v1)+ \r\n x_SkuMeterCategory: string, // Azure 1.0-preview(v1)+\r\n x_SkuMeterId: string, // Azure 1.0-preview(v1)+\r\n x_SkuMeterName: string, // Azure 1.0-preview(v1)+\r\n x_SkuMeterSubcategory: string, // Azure 1.0-preview(v1)+\r\n x_SkuOfferId: string, // Azure 1.0-preview(v1)+\r\n x_SkuOrderId: string, // Azure 1.0-preview(v1)+\r\n x_SkuOrderName: string, // Azure 1.0-preview(v1)+\r\n x_SkuPartNumber: string, // Azure 1.0-preview(v1)+\r\n x_SkuRegion: string, // Azure 1.0-preview(v1)+\r\n x_SkuServiceFamily: string, // Azure 1.0-preview(v1)+\r\n x_SkuTerm: int, // Azure 1.0-preview(v1)+\r\n x_SkuTier: string, // Azure 1.0-preview(v1)+ \r\n x_SourceChanges: string, // Hubs add-on\r\n x_SourceName: string, // Hubs add-on\r\n x_SourceProvider: string, // Hubs add-on\r\n x_SourceType: string, // Hubs add-on\r\n x_SourceVersion: string, // Hubs add-on\r\n x_UsageType: string // AWS 1.0\r\n)\r\n\r\n//----------------------------------------------------------------------------------------------------------------------\r\n\r\n// Update policy for Costs_raw -> Costs_final_v1_0 table\r\n// NOTE: Must be after transform function is defined\r\n.alter table Costs_final_v1_0 policy update\r\n```\r\n[{\r\n \"IsEnabled\": true,\r\n \"Source\": \"Costs_raw\",\r\n \"Query\": \"Costs_transform_v1_0()\",\r\n \"IsTransactional\": true,\r\n \"PropagateIngestionProperties\": true\r\n}]\r\n```\r\n\r\n\r\n//===| CommitmentDiscountUsage |========================================================================================\r\n// Supported versions:\r\n// - MS EA reservation details: 2023-03-01 -- See https://learn.microsoft.com/azure/cost-management-billing/dataset-schema/reservation-details-ea\r\n// - MS MCA reservation details: 2023-03-01 -- See https://learn.microsoft.com/azure/cost-management-billing/dataset-schema/reservation-details-mca\r\n//======================================================================================================================\r\n\r\n// CommitmentDiscountUsage_raw table\r\n.create-merge table CommitmentDiscountUsage_raw (\r\n InstanceFlexibilityGroup: string,\r\n InstanceFlexibilityRatio: decimal,\r\n InstanceId: string,\r\n Kind: string,\r\n ReservationId: string,\r\n ReservationOrderId: string,\r\n ReservedHours: decimal,\r\n SkuName: string,\r\n TotalReservedQuantity: decimal,\r\n UsageDate: datetime,\r\n UsedHours: decimal,\r\n x_SourceName: string, // Hubs add-on\r\n x_SourceProvider: string, // Hubs add-on\r\n x_SourceType: string, // Hubs add-on\r\n x_SourceVersion: string // Hubs add-on\r\n)\r\n\r\n// CommitmentDiscountUsage_raw ingestion mapping\r\n.create-or-alter table CommitmentDiscountUsage_raw ingestion parquet mapping \"CommitmentDiscountUsage_raw_mapping\"\r\n```\r\n[\r\n { \"Column\": \"InstanceFlexibilityGroup\", \"Properties\": { \"Field\": \"InstanceFlexibilityGroup\" } },\r\n { \"Column\": \"InstanceFlexibilityRatio\", \"Properties\": { \"Field\": \"InstanceFlexibilityRatio\" } },\r\n { \"Column\": \"InstanceId\", \"Properties\": { \"Field\": \"InstanceId\" } },\r\n { \"Column\": \"Kind\", \"Properties\": { \"Field\": \"Kind\" } },\r\n { \"Column\": \"ReservationId\", \"Properties\": { \"Field\": \"ReservationId\" } },\r\n { \"Column\": \"ReservationOrderId\", \"Properties\": { \"Field\": \"ReservationOrderId\" } },\r\n { \"Column\": \"ReservedHours\", \"Properties\": { \"Field\": \"ReservedHours\" } },\r\n { \"Column\": \"SkuName\", \"Properties\": { \"Field\": \"SkuName\" } },\r\n { \"Column\": \"TotalReservedQuantity\", \"Properties\": { \"Field\": \"TotalReservedQuantity\" } },\r\n { \"Column\": \"UsageDate\", \"Properties\": { \"Field\": \"UsageDate\" } },\r\n { \"Column\": \"UsedHours\", \"Properties\": { \"Field\": \"UsedHours\" } },\r\n { \"Column\": \"x_SourceName\", \"Properties\": { \"Field\": \"x_SourceName\" } },\r\n { \"Column\": \"x_SourceProvider\", \"Properties\": { \"Field\": \"x_SourceProvider\" } },\r\n { \"Column\": \"x_SourceType\", \"Properties\": { \"Field\": \"x_SourceType\" } },\r\n { \"Column\": \"x_SourceVersion\", \"Properties\": { \"Field\": \"x_SourceVersion\" } }\r\n]\r\n```\r\n\r\n// CommitmentDiscountUsage_raw retention policy\r\n.alter-merge table CommitmentDiscountUsage_raw policy retention softdelete = $$rawRetentionInDays$$d recoverability = disabled\r\n\r\n//----------------------------------------------------------------------------------------------------------------------\r\n\r\n// CommitmentDiscountUsage_transform_v1_0 function\r\n.create-or-alter function\r\nwith (docstring='All commitment discount usage transformed to FOCUS 1.0. This includes reservationdeatils_raw.', folder='Commitment discounts')\r\nCommitmentDiscountUsage_transform_v1_0()\r\n{\r\n // NOTE: All open issues and questions are tracked @ https://github.com/microsoft/finops-toolkit/issues/1111\r\n CommitmentDiscountUsage_raw\r\n //\r\n // Set ProviderName\r\n | extend ProviderName = 'Microsoft'\r\n //\r\n // Handle resource columns\r\n | extend ResourceId = tolower(InstanceId)\r\n | extend tmp_ResourceDetails = parse_resourceid(ResourceId)\r\n | extend ResourceName = tostring(tmp_ResourceDetails.ResourceName)\r\n | extend SubAccountId = tostring(tmp_ResourceDetails.SubAccountId)\r\n | extend x_ResourceGroupName = tostring(tmp_ResourceDetails.x_ResourceGroupName)\r\n | extend x_ResourceType = tostring(tmp_ResourceDetails.x_ResourceType)\r\n | lookup kind=leftouter (ResourceTypes | distinct x_ResourceType, ResourceType = SingularDisplayName) on x_ResourceType\r\n | lookup kind=leftouter (Services | distinct x_ResourceType, ServiceName, ServiceCategory, x_ServiceModel) on x_ResourceType\r\n //\r\n // Sort columns and apply final transforms\r\n | project\r\n ChargePeriodEnd = UsageDate + 1d,\r\n ChargePeriodStart = UsageDate,\r\n CommitmentDiscountCategory = 'Usage',\r\n CommitmentDiscountId = tolower(strcat('/providers/microsoft.capacity/reservationorders/', ReservationOrderId, '/reservations/', ReservationId)),\r\n CommitmentDiscountType = 'Reservation',\r\n ConsumedQuantity = UsedHours,\r\n ProviderName,\r\n ResourceId,\r\n ResourceName,\r\n ResourceType,\r\n ServiceCategory,\r\n ServiceName,\r\n SubAccountId,\r\n x_CommitmentDiscountCommittedCount = TotalReservedQuantity,\r\n x_CommitmentDiscountCommittedAmount = ReservedHours,\r\n // TODO: Is this needed? -- x_CommitmentDiscountKind = Kind,\r\n x_CommitmentDiscountNormalizedGroup = iff(InstanceFlexibilityGroup == 'NA', '', InstanceFlexibilityGroup),\r\n x_CommitmentDiscountNormalizedRatio = InstanceFlexibilityRatio,\r\n x_CommitmentDiscountQuantity = UsedHours * InstanceFlexibilityRatio,\r\n x_IngestionTime = ingestion_time(),\r\n x_ResourceGroupName,\r\n x_ResourceType,\r\n // x_RowId = hash_sha256(strcat(\r\n // // DO NOT CHANGE COLUMNS OR COLUMN ORDER\r\n // CommitmentDiscountId,\r\n // ResourceId,\r\n // ChargePeriodStart\r\n // )),\r\n x_ServiceModel,\r\n x_SkuOrderId = ReservationOrderId,\r\n x_SkuSize = iff(SkuName == 'NA', '', SkuName),\r\n x_SourceName = coalesce(x_SourceName, iff(ProviderName == 'Microsoft', 'Cost Management', ProviderName)),\r\n x_SourceProvider = coalesce(x_SourceProvider, ProviderName),\r\n x_SourceType = coalesce(x_SourceType, iff(ProviderName == 'Microsoft', 'ReservationDetails', '')),\r\n x_SourceVersion = coalesce(x_SourceVersion, iff(ProviderName == 'Microsoft', '2024-03-01', ''))\r\n}\r\n\r\n//----------------------------------------------------------------------------------------------------------------------\r\n\r\n// CommitmentDiscountUsage_final_v1_0 table\r\n.create-merge table CommitmentDiscountUsage_final_v1_0 (\r\n ChargePeriodEnd: datetime, // Hubs add-on\r\n ChargePeriodStart: datetime, // MS 2023-03-01\r\n CommitmentDiscountCategory: string, // Hubs add-on\r\n CommitmentDiscountId: string, // MS 2023-03-01\r\n CommitmentDiscountType: string, // Hubs add-on\r\n ConsumedQuantity: decimal, // MS 2023-03-01\r\n ProviderName: string, // Hubs add-on\r\n ResourceId: string, // MS 2023-03-01\r\n ResourceName: string, // Hubs add-on\r\n ResourceType: string, // Hubs add-on\r\n ServiceCategory: string, // Hubs add-on\r\n ServiceName: string, // Hubs add-on\r\n SubAccountId: string, // Hubs add-on\r\n x_CommitmentDiscountCommittedCount: decimal, // MS 2023-03-01\r\n x_CommitmentDiscountCommittedAmount: decimal, // MS 2023-03-01\r\n x_CommitmentDiscountNormalizedGroup: string, // MS 2023-03-01\r\n x_CommitmentDiscountNormalizedRatio: decimal, // MS 2023-03-01\r\n x_CommitmentDiscountQuantity: decimal, // MS 2023-03-01\r\n x_IngestionTime: datetime, // Hubs add-on\r\n x_ResourceGroupName: string, // Hubs add-on\r\n x_ResourceType: string, // Hubs add-on\r\n x_ServiceModel: string, // Hubs add-on\r\n x_SkuOrderId: string, // MS 2023-03-01\r\n x_SkuSize: string, // MS 2023-03-01\r\n x_SourceName: string, // Hubs add-on\r\n x_SourceProvider: string, // Hubs add-on\r\n x_SourceType: string, // Hubs add-on\r\n x_SourceVersion: string // Hubs add-on\r\n)\r\n\r\n//----------------------------------------------------------------------------------------------------------------------\r\n\r\n// Update policy for CommitmentDiscountUsage_raw -> CommitmentDiscountUsage_final_v1_0 table\r\n// NOTE: Must be after transform function is defined\r\n.alter table CommitmentDiscountUsage_final_v1_0 policy update\r\n```\r\n[{\r\n \"IsEnabled\": true,\r\n \"Source\": \"CommitmentDiscountUsage_raw\",\r\n \"Query\": \"CommitmentDiscountUsage_transform_v1_0()\",\r\n \"IsTransactional\": true,\r\n \"PropagateIngestionProperties\": true\r\n}]\r\n```\r\n\r\n\r\n//===| Recommendations |================================================================================================\r\n// Supported datasets/versions:\r\n// - MS CM EA reservation recommendations: 2023-05-01 -- See https://learn.microsoft.com/en-us/azure/cost-management-billing/dataset-schema/reservation-recommendations-ea\r\n// - MS CM MCA reservation recommendations: 2023-05-01 -- See https://learn.microsoft.com/en-us/azure/cost-management-billing/dataset-schema/reservation-recommendations-mca\r\n//======================================================================================================================\r\n\r\n// Recommendations_raw table\r\n.create-merge table Recommendations_raw (\r\n CostWithNoReservedInstances: decimal, // MS CM EA resv reco 2024-05-01\r\n CostWithNoReservedInstances2: decimal, // MS CM MCA resv reco 2024-05-01 -- Renamed to remove spaces\r\n FirstUsageDate: datetime, // MS CM EA resv reco 2024-05-01\r\n FirstUsageDate2: datetime, // MS CM MCA resv reco 2024-05-01 -- Renamed to remove spaces\r\n InstanceFlexibilityGroup: string, // MS CM EA resv reco 2024-05-01\r\n InstanceFlexibilityGroup2: string, // MS CM MCA resv reco 2024-05-01 -- Renamed to remove spaces\r\n InstanceFlexibilityRatio: decimal, // MS CM EA resv reco 2024-05-01\r\n InstanceFlexibilityRatio2: decimal, // MS CM MCA resv reco 2024-05-01 -- Renamed to remove spaces\r\n Location: string, // MS CM EA+MCA resv reco 2024-05-01\r\n LookBackPeriod: string, // MS CM EA+MCA resv reco 2024-05-01\r\n MeterId: string, // MS CM EA resv reco 2024-05-01\r\n MeterID: string, // MS CM MCA resv reco 2024-05-01\r\n NetSavings: decimal, // MS CM EA resv reco 2024-05-01\r\n NetSavings2: decimal, // MS CM MCA resv reco 2024-05-01 -- Renamed to remove spaces\r\n NormalizedSize: string, // MS CM EA resv reco 2024-05-01\r\n NormalizedSize2: string, // MS CM MCA resv reco 2024-05-01 -- Renamed to remove spaces\r\n RecommendedQuantity: decimal, // MS CM EA resv reco 2024-05-01\r\n RecommendedQuantity2: decimal, // MS CM MCA resv reco 2024-05-01 -- Renamed to remove spaces\r\n RecommendedQuantityNormalized: decimal, // MS CM EA resv reco 2024-05-01\r\n RecommendedQuantityNormalized2: decimal, // MS CM MCA resv reco 2024-05-01 -- Renamed to remove spaces\r\n ResourceType: string, // MS CM EA+MCA resv reco 2024-05-01\r\n Scope: string, // MS CM EA resv reco 2024-05-01\r\n scope: string, // MS CM MCA resv reco 2024-05-01\r\n SKU: string, // MS CM EA resv reco 2024-05-01\r\n SkuName: string, // MS CM MCA resv reco 2024-05-01\r\n SkuProperties: string, // MS CM EA resv reco 2024-05-01\r\n SkuProperties2: string, // MS CM MCA resv reco 2024-05-01 -- Renamed to remove spaces\r\n SubscriptionId: string, // MS CM EA+MCA resv reco 2024-05-01\r\n Term: string, // MS CM EA+MCA resv reco 2024-05-01\r\n TotalCostWithReservedInstances: decimal, // MS CM EA resv reco 2024-05-01\r\n TotalCostWithReservedInstances2: decimal, // MS CM MCA resv reco 2024-05-01 -- Renamed to remove spaces\r\n x_SourceName: string, // Hubs add-on\r\n x_SourceProvider: string, // Hubs add-on\r\n x_SourceType: string, // Hubs add-on\r\n x_SourceVersion: string // Hubs add-on\r\n)\r\n\r\n// Recommendations_raw ingestion mapping\r\n.create-or-alter table Recommendations_raw ingestion parquet mapping \"Recommendations_raw_mapping\"\r\n```\r\n[\r\n { \"Column\": \"CostWithNoReservedInstances\", \"Properties\": { \"Field\": \"CostWithNoReservedInstances\" } },\r\n { \"Column\": \"CostWithNoReservedInstances2\", \"Properties\": { \"Field\": \"Cost With No ReservedInstances\" } },\r\n { \"Column\": \"FirstUsageDate\", \"Properties\": { \"Field\": \"FirstUsageDate\" } },\r\n { \"Column\": \"FirstUsageDate2\", \"Properties\": { \"Field\": \"First UsageDate\" } },\r\n { \"Column\": \"InstanceFlexibilityGroup\", \"Properties\": { \"Field\": \"InstanceFlexibilityGroup\" } },\r\n { \"Column\": \"InstanceFlexibilityGroup2\", \"Properties\": { \"Field\": \"Instance Flexibility Group\" } },\r\n { \"Column\": \"InstanceFlexibilityRatio\", \"Properties\": { \"Field\": \"InstanceFlexibilityRatio\" } },\r\n { \"Column\": \"InstanceFlexibilityRatio2\", \"Properties\": { \"Field\": \"Instance Flexibility Ratio\" } },\r\n { \"Column\": \"Location\", \"Properties\": { \"Field\": \"Location\" } },\r\n { \"Column\": \"LookBackPeriod\", \"Properties\": { \"Field\": \"LookBackPeriod\" } },\r\n { \"Column\": \"MeterId\", \"Properties\": { \"Field\": \"MeterId\" } },\r\n { \"Column\": \"MeterID\", \"Properties\": { \"Field\": \"MeterID\" } },\r\n { \"Column\": \"NetSavings\", \"Properties\": { \"Field\": \"NetSavings\" } },\r\n { \"Column\": \"NetSavings2\", \"Properties\": { \"Field\": \"Net Savings\" } },\r\n { \"Column\": \"NormalizedSize\", \"Properties\": { \"Field\": \"NormalizedSize\" } },\r\n { \"Column\": \"NormalizedSize2\", \"Properties\": { \"Field\": \"Normalized Size\" } },\r\n { \"Column\": \"RecommendedQuantity\", \"Properties\": { \"Field\": \"RecommendedQuantity\" } },\r\n { \"Column\": \"RecommendedQuantity2\", \"Properties\": { \"Field\": \"Recommended Quantity\" } },\r\n { \"Column\": \"RecommendedQuantityNormalized\", \"Properties\": { \"Field\": \"RecommendedQuantityNormalized\" } },\r\n { \"Column\": \"RecommendedQuantityNormalized2\", \"Properties\": { \"Field\": \"Recommended Quantity Normalized\" } },\r\n { \"Column\": \"ResourceType\", \"Properties\": { \"Field\": \"ResourceType\" } },\r\n { \"Column\": \"Scope\", \"Properties\": { \"Field\": \"Scope\" } },\r\n { \"Column\": \"scope\", \"Properties\": { \"Field\": \"scope\" } },\r\n { \"Column\": \"SKU\", \"Properties\": { \"Field\": \"SKU\" } },\r\n { \"Column\": \"SkuName\", \"Properties\": { \"Field\": \"SkuName\" } },\r\n { \"Column\": \"SkuProperties\", \"Properties\": { \"Field\": \"SkuProperties\" } },\r\n { \"Column\": \"SkuProperties2\", \"Properties\": { \"Field\": \"Sku Properties\" } },\r\n { \"Column\": \"SubscriptionId\", \"Properties\": { \"Field\": \"SubscriptionId\" } },\r\n { \"Column\": \"Term\", \"Properties\": { \"Field\": \"Term\" } },\r\n { \"Column\": \"TotalCostWithReservedInstances\", \"Properties\": { \"Field\": \"TotalCostWithReservedInstances\" } },\r\n { \"Column\": \"TotalCostWithReservedInstances2\", \"Properties\": { \"Field\": \"Total Cost With ReservedInstances\" } },\r\n { \"Column\": \"x_SourceName\", \"Properties\": { \"Field\": \"x_SourceName\" } },\r\n { \"Column\": \"x_SourceProvider\", \"Properties\": { \"Field\": \"x_SourceProvider\" } },\r\n { \"Column\": \"x_SourceType\", \"Properties\": { \"Field\": \"x_SourceType\" } },\r\n { \"Column\": \"x_SourceVersion\", \"Properties\": { \"Field\": \"x_SourceVersion\" } }\r\n]\r\n```\r\n\r\n// Recommendations_raw retention policy\r\n.alter-merge table Recommendations_raw policy retention softdelete = $$rawRetentionInDays$$d recoverability = disabled\r\n\r\n//----------------------------------------------------------------------------------------------------------------------\r\n\r\n// Recommendations_transform_v1_0 function\r\n.create-or-alter function\r\nwith (docstring='All recommendations transformed to FOCUS 1.0.', folder='Recommendations')\r\nRecommendations_transform_v1_0()\r\n{\r\n // NOTE: All open issues and questions are tracked @ https://github.com/microsoft/finops-toolkit/issues/1111\r\n let isoMonths = (duration: string) {\r\n let number = toint(replace_regex(duration, @'[PMY]', ''));\r\n toint(case(\r\n duration == '', toint(''),\r\n duration endswith \"Y\", number * 12,\r\n duration endswith \"M\", number,\r\n -1\r\n ))\r\n };\r\n Recommendations_raw\r\n //\r\n // Set ProviderName\r\n | extend ProviderName = 'Microsoft'\r\n //\r\n // Set source columns\r\n | extend x_SourceName = coalesce(x_SourceName, iff(ProviderName == 'Microsoft', 'Cost Management', ProviderName))\r\n | extend x_SourceProvider = coalesce(x_SourceProvider, ProviderName)\r\n | extend x_SourceType = coalesce(x_SourceType, iff(ProviderName == 'Microsoft', 'ReservationRecommendations', ''))\r\n | extend x_SourceVersion = coalesce(x_SourceVersion, iff(ProviderName == 'Microsoft', '2023-05-01', ''))\r\n //\r\n // Handle duplicated columns with spaces\r\n | extend CostWithNoReservedInstances = coalesce(CostWithNoReservedInstances, CostWithNoReservedInstances2)\r\n | extend FirstUsageDate = coalesce(FirstUsageDate, FirstUsageDate2)\r\n | extend InstanceFlexibilityGroup = coalesce(InstanceFlexibilityGroup, InstanceFlexibilityGroup2)\r\n | extend InstanceFlexibilityRatio = coalesce(InstanceFlexibilityRatio, InstanceFlexibilityRatio2)\r\n | extend NetSavings = coalesce(NetSavings, NetSavings2)\r\n | extend NormalizedSize = coalesce(NormalizedSize, NormalizedSize2)\r\n | extend RecommendedQuantity = coalesce(RecommendedQuantity, RecommendedQuantity2)\r\n | extend RecommendedQuantityNormalized = coalesce(RecommendedQuantityNormalized, RecommendedQuantityNormalized2)\r\n | extend SkuProperties = coalesce(SkuProperties, SkuProperties2)\r\n | extend TotalCostWithReservedInstances = coalesce(TotalCostWithReservedInstances, TotalCostWithReservedInstances2)\r\n //\r\n // Build recommendation details\r\n | lookup kind=leftouter (database('Ingestion').Regions | distinct Location = RegionId, RegionName) on Location\r\n | extend x_RecommendationDetails = case(\r\n x_SourceType == 'ReservationRecommendations', bag_pack(\r\n 'CommitmentDiscountNormalizedGroup', InstanceFlexibilityGroup,\r\n 'CommitmentDiscountNormalizedRatio', InstanceFlexibilityRatio,\r\n 'CommitmentDiscountNormalizedSize', NormalizedSize,\r\n 'CommitmentDiscountResourceType', ResourceType,\r\n 'CommitmentDiscountScope', coalesce(Scope, scope),\r\n 'LookbackPeriodDuration', case(\r\n LookBackPeriod matches regex @'^Last([0-9]+)Days$', replace_regex(LookBackPeriod, @'^Last([0-9]+)Days$', @'P\\1D'),\r\n ''\r\n ),\r\n 'LookbackPeriodStart', FirstUsageDate,\r\n 'RecommendedQuantity', RecommendedQuantity,\r\n 'RecommendedQuantityNormalized', RecommendedQuantityNormalized,\r\n 'RegionId', Location,\r\n 'RegionName', RegionName,\r\n 'SkuMeterId', coalesce(MeterId, MeterID),\r\n 'SkuPriceDetails', SkuProperties,\r\n 'SkuSize', coalesce(SKU, SkuName),\r\n 'SkuTerm', isoMonths(Term)\r\n ),\r\n dynamic({})\r\n )\r\n //\r\n // Sort columns and apply final transforms\r\n | project\r\n ProviderName,\r\n SubAccountId = iff(isnotempty(SubscriptionId), strcat('/subscriptions/', SubscriptionId), ''),\r\n x_IngestionTime = ingestion_time(),\r\n x_EffectiveCostAfter = TotalCostWithReservedInstances,\r\n x_EffectiveCostBefore = CostWithNoReservedInstances,\r\n x_EffectiveCostSavings = NetSavings,\r\n x_RecommendationDate = FirstUsageDate + (toint(extract(@'^Last([0-9]+)Days$', 1, LookBackPeriod)) * 1d),\r\n x_RecommendationDetails,\r\n x_SourceName,\r\n x_SourceProvider,\r\n x_SourceType,\r\n x_SourceVersion\r\n}\r\n\r\n//----------------------------------------------------------------------------------------------------------------------\r\n\r\n// Recommendations_final_v1_0 table\r\n.create-merge table Recommendations_final_v1_0 (\r\n ProviderName: string,\r\n SubAccountId: string,\r\n x_IngestionTime: datetime,\r\n x_EffectiveCostAfter: decimal,\r\n x_EffectiveCostBefore: decimal,\r\n x_EffectiveCostSavings: decimal,\r\n x_RecommendationDate: datetime,\r\n x_RecommendationDetails: dynamic,\r\n x_SourceName: string,\r\n x_SourceProvider: string,\r\n x_SourceType: string,\r\n x_SourceVersion: string\r\n)\r\n\r\n//----------------------------------------------------------------------------------------------------------------------\r\n\r\n// Update policy for Recommendations_raw -> Recommendations_final_v1_0 table\r\n// NOTE: Must be after transform function is defined\r\n.alter table Recommendations_final_v1_0 policy update\r\n```\r\n[{\r\n \"IsEnabled\": true,\r\n \"Source\": \"Recommendations_raw\",\r\n \"Query\": \"Recommendations_transform_v1_0()\",\r\n \"IsTransactional\": true,\r\n \"PropagateIngestionProperties\": true\r\n}]\r\n```\r\n\r\n\r\n//===| Transactions |===================================================================================================\r\n// Supported versions:\r\n// - MS CM EA reservation transactions: 2023-05-01 -- See https://learn.microsoft.com/en-us/azure/cost-management-billing/dataset-schema/reservation-transactions-ea\r\n// - MS CM MCA reservation transactions: 2023-05-01 -- See https://learn.microsoft.com/en-us/azure/cost-management-billing/dataset-schema/reservation-transactions-mca\r\n//======================================================================================================================\r\n\r\n// Transactions_raw table\r\n.create-merge table Transactions_raw (\r\n AccountName: string, // MS CM EA resv trans 2023-05-01\r\n AccountOwnerEmail: string, // MS CM EA resv trans 2023-05-01\r\n Amount: decimal, // MS CM EA+MCA resv trans 2023-05-01\r\n ArmSkuName: string, // MS CM EA+MCA resv trans 2023-05-01\r\n BillingFrequency: string, // MS CM EA+MCA resv trans 2023-05-01\r\n BillingMonth: string, // MS CM EA resv trans 2023-05-01\r\n BillingProfileId: string, // MS CM MCA resv trans 2023-05-01\r\n BillingProfileName: string, // MS CM MCA resv trans 2023-05-01\r\n CostCenter: string, // MS CM EA resv trans 2023-05-01\r\n Currency: string, // MS CM EA+MCA resv trans 2023-05-01\r\n CurrentEnrollmentId: string, // MS CM EA resv trans 2023-05-01\r\n DepartmentName: string, // MS CM EA resv trans 2023-05-01\r\n Description: string, // MS CM EA+MCA resv trans 2023-05-01\r\n EventDate: datetime, // MS CM EA+MCA resv trans 2023-05-01\r\n EventType: string, // MS CM EA+MCA resv trans 2023-05-01\r\n Invoice: string, // MS CM EA+MCA resv trans 2023-05-01\r\n InvoiceId: string, // MS CM EA+MCA resv trans 2023-05-01\r\n InvoiceSectionId: string, // MS CM MCA resv trans 2023-05-01\r\n InvoiceSectionName: string, // MS CM MCA resv trans 2023-05-01\r\n MonetaryCommitment: decimal, // MS CM EA resv trans 2023-05-01\r\n Overage: decimal, // MS CM EA resv trans 2023-05-01\r\n PurchasingEnrollment: string, // MS CM EA resv trans 2023-05-01\r\n PurchasingSubscriptionGuid: string, // MS CM EA+MCA resv trans 2023-05-01\r\n PurchasingSubscriptionName: string, // MS CM EA+MCA resv trans 2023-05-01\r\n Quantity: decimal, // MS CM EA+MCA resv trans 2023-05-01\r\n Region: string, // MS CM EA+MCA resv trans 2023-05-01\r\n ReservationOrderId: string, // MS CM EA+MCA resv trans 2023-05-01\r\n ReservationOrderName: string, // MS CM EA+MCA resv trans 2023-05-01\r\n Term: string, // MS CM EA+MCA resv trans 2023-05-01\r\n x_SourceName: string, // Hubs add-on\r\n x_SourceProvider: string, // Hubs add-on\r\n x_SourceType: string, // Hubs add-on\r\n x_SourceVersion: string // Hubs add-on\r\n)\r\n\r\n// Transactions_raw ingestion mapping\r\n.create-or-alter table Transactions_raw ingestion parquet mapping \"Transactions_raw_mapping\"\r\n```\r\n[\r\n { \"Column\": \"AccountName\", \"Properties\": { \"Field\": \"AccountName\" } },\r\n { \"Column\": \"AccountOwnerEmail\", \"Properties\": { \"Field\": \"AccountOwnerEmail\" } },\r\n { \"Column\": \"Amount\", \"Properties\": { \"Field\": \"Amount\" } },\r\n { \"Column\": \"ArmSkuName\", \"Properties\": { \"Field\": \"ArmSkuName\" } },\r\n { \"Column\": \"BillingFrequency\", \"Properties\": { \"Field\": \"BillingFrequency\" } },\r\n { \"Column\": \"BillingMonth\", \"Properties\": { \"Field\": \"BillingMonth\" } },\r\n { \"Column\": \"BillingProfileId\", \"Properties\": { \"Field\": \"BillingProfileId\" } },\r\n { \"Column\": \"BillingProfileName\", \"Properties\": { \"Field\": \"BillingProfileName\" } },\r\n { \"Column\": \"CostCenter\", \"Properties\": { \"Field\": \"CostCenter\" } },\r\n { \"Column\": \"Currency\", \"Properties\": { \"Field\": \"Currency\" } },\r\n { \"Column\": \"CurrentEnrollmentId\", \"Properties\": { \"Field\": \"CurrentEnrollmentId\" } },\r\n { \"Column\": \"DepartmentName\", \"Properties\": { \"Field\": \"DepartmentName\" } },\r\n { \"Column\": \"Description\", \"Properties\": { \"Field\": \"Description\" } },\r\n { \"Column\": \"EventDate\", \"Properties\": { \"Field\": \"EventDate\" } },\r\n { \"Column\": \"EventType\", \"Properties\": { \"Field\": \"EventType\" } },\r\n { \"Column\": \"Invoice\", \"Properties\": { \"Field\": \"Invoice\" } },\r\n { \"Column\": \"InvoiceId\", \"Properties\": { \"Field\": \"InvoiceId\" } },\r\n { \"Column\": \"InvoiceSectionId\", \"Properties\": { \"Field\": \"InvoiceSectionId\" } },\r\n { \"Column\": \"InvoiceSectionName\", \"Properties\": { \"Field\": \"InvoiceSectionName\" } },\r\n { \"Column\": \"MonetaryCommitment\", \"Properties\": { \"Field\": \"MonetaryCommitment\" } },\r\n { \"Column\": \"Overage\", \"Properties\": { \"Field\": \"Overage\" } },\r\n { \"Column\": \"PurchasingEnrollment\", \"Properties\": { \"Field\": \"PurchasingEnrollment\" } },\r\n { \"Column\": \"PurchasingSubscriptionGuid\", \"Properties\": { \"Field\": \"PurchasingSubscriptionGuid\" } },\r\n { \"Column\": \"PurchasingSubscriptionName\", \"Properties\": { \"Field\": \"PurchasingSubscriptionName\" } },\r\n { \"Column\": \"Quantity\", \"Properties\": { \"Field\": \"Quantity\" } },\r\n { \"Column\": \"Region\", \"Properties\": { \"Field\": \"Region\" } },\r\n { \"Column\": \"ReservationOrderId\", \"Properties\": { \"Field\": \"ReservationOrderId\" } },\r\n { \"Column\": \"ReservationOrderName\", \"Properties\": { \"Field\": \"ReservationOrderName\" } },\r\n { \"Column\": \"Term\", \"Properties\": { \"Field\": \"Term\" } },\r\n { \"Column\": \"x_SourceName\", \"Properties\": { \"Field\": \"x_SourceName\" } },\r\n { \"Column\": \"x_SourceProvider\", \"Properties\": { \"Field\": \"x_SourceProvider\" } },\r\n { \"Column\": \"x_SourceType\", \"Properties\": { \"Field\": \"x_SourceType\" } },\r\n { \"Column\": \"x_SourceVersion\", \"Properties\": { \"Field\": \"x_SourceVersion\" } }\r\n]\r\n```\r\n\r\n// Transactions_raw retention policy\r\n.alter-merge table Transactions_raw policy retention softdelete = $$rawRetentionInDays$$d recoverability = disabled\r\n\r\n//----------------------------------------------------------------------------------------------------------------------\r\n\r\n// Transactions_transform_v1_0 function\r\n.create-or-alter function\r\nwith (docstring='All transactions transformed to FOCUS 1.0.', folder='Transactions')\r\nTransactions_transform_v1_0()\r\n{\r\n // NOTE: All open issues and questions are tracked @ https://github.com/microsoft/finops-toolkit/issues/1111\r\n let isoMonths = (duration: string) {\r\n let number = toint(replace_regex(duration, @'[PMY]', ''));\r\n toint(case(\r\n duration == '', toint(''),\r\n duration endswith \"Y\", number * 12,\r\n duration endswith \"M\", number,\r\n -1\r\n ))\r\n };\r\n Transactions_raw\r\n //\r\n // Set ProviderName\r\n | extend ProviderName = 'Microsoft'\r\n //\r\n // Set source columns\r\n | extend x_SourceName = coalesce(x_SourceName, iff(ProviderName == 'Microsoft', 'Cost Management', ProviderName))\r\n | extend x_SourceProvider = coalesce(x_SourceProvider, ProviderName)\r\n | extend x_SourceType = coalesce(x_SourceType, iff(ProviderName == 'Microsoft', 'ReservationTransactions', ''))\r\n | extend x_SourceVersion = coalesce(x_SourceVersion, iff(ProviderName == 'Microsoft', '2023-05-01', ''))\r\n //\r\n // Handle BillingPeriodStart/End\r\n | extend BillingMonth = tostring(BillingMonth)\r\n | extend BillingPeriodStart = iff(isempty(BillingMonth), datetime(null), todatetime(strcat(substring(BillingMonth, 0, 4), \"-\", substring(BillingMonth, 4, 2), \"-\", substring(BillingMonth, 6, 2))))\r\n | extend BillingPeriodEnd = iff(isempty(BillingMonth), datetime(null), startofmonth(endofmonth(BillingPeriodStart) + 1d))\r\n //\r\n // Sort columns and apply final transforms\r\n | project\r\n BilledCost = Amount,\r\n BillingAccountId = case(\r\n BillingProfileId startswith '/', BillingProfileId,\r\n isnotempty(CurrentEnrollmentId), strcat('/providers/Microsoft.Billing/billingAccounts/', CurrentEnrollmentId),\r\n isnotempty(BillingProfileId), strcat('/providers/Microsoft.Billing/billingProfiles/', BillingProfileId),\r\n ''\r\n ),\r\n BillingAccountName = coalesce(BillingProfileName, CurrentEnrollmentId),\r\n BillingCurrency = Currency,\r\n BillingPeriodEnd,\r\n BillingPeriodStart,\r\n ChargeCategory = case(\r\n EventType in ('Cancel', 'Purchase', 'Refund'), 'Purchase',\r\n 'Adjustment'\r\n ),\r\n ChargeClass = case(\r\n EventType == 'Cancel', 'Cancel', // FOCUS does not handle this scenario\r\n EventType == 'Refund', 'Correction',\r\n ''\r\n ),\r\n ChargeDescription = Description,\r\n ChargeFrequency = case(\r\n BillingFrequency == 'OneTime', 'One-Time',\r\n BillingFrequency == 'Recurring', 'Recurring',\r\n BillingFrequency\r\n ),\r\n ChargePeriodStart = EventDate,\r\n PricingQuantity = Quantity,\r\n PricingUnit = 'Reservations',\r\n ProviderName,\r\n RegionId = Region,\r\n RegionName = Region,\r\n SubAccountId = iff(isempty(PurchasingSubscriptionGuid), '', strcat('/subscriptions/', PurchasingSubscriptionGuid)),\r\n SubAccountName = iff(isempty(PurchasingSubscriptionGuid), '', PurchasingSubscriptionName),\r\n x_AccountName = AccountName,\r\n x_AccountOwnerId = AccountOwnerEmail,\r\n x_CostCenter = CostCenter,\r\n x_InvoiceId = InvoiceId,\r\n x_InvoiceNumber = Invoice,\r\n x_InvoiceSectionId = InvoiceSectionId,\r\n x_InvoiceSectionName = coalesce(InvoiceSectionName, DepartmentName),\r\n x_IngestionTime = ingestion_time(),\r\n x_MonetaryCommitment = MonetaryCommitment,\r\n x_Overage = Overage,\r\n x_PurchasingBillingAccountId = PurchasingEnrollment,\r\n x_SkuOrderId = ReservationOrderId,\r\n x_SkuOrderName = ReservationOrderName,\r\n x_SkuSize = ArmSkuName,\r\n x_SkuTerm = isoMonths(Term),\r\n x_SourceName,\r\n x_SourceProvider,\r\n x_SourceType,\r\n x_SourceVersion,\r\n x_SubscriptionId = PurchasingSubscriptionGuid,\r\n x_TransactionType = EventType\r\n}\r\n\r\n//----------------------------------------------------------------------------------------------------------------------\r\n\r\n// Transactions_final_v1_0 table\r\n.create-merge table Transactions_final_v1_0 (\r\n BilledCost: decimal, // MS CM EA+MCA 2023-05-01\r\n BillingAccountId: string, // MS CM EA+MCA 2023-05-01\r\n BillingAccountName: string, // MS CM EA+MCA 2023-05-01\r\n BillingCurrency: string, // MS CM EA+MCA 2023-05-01\r\n BillingPeriodEnd: datetime, // MS CM EA+MCA 2023-05-01\r\n BillingPeriodStart: datetime, // MS CM EA+MCA 2023-05-01\r\n ChargeCategory: string, // Hubs add-on\r\n ChargeClass: string, // Hubs add-on\r\n ChargeDescription: string, // MS CM EA+MCA 2023-05-01\r\n ChargeFrequency: string, // MS CM EA+MCA 2023-05-01\r\n ChargePeriodStart: datetime, // MS CM EA+MCA 2023-05-01\r\n PricingQuantity: decimal, // MS CM EA+MCA 2023-05-01\r\n PricingUnit: string, // Hubs add-on\r\n ProviderName: string, // Hubs add-on\r\n RegionId: string, // MS CM EA+MCA 2023-05-01\r\n RegionName: string, // MS CM EA+MCA 2023-05-01\r\n SubAccountId: string, // MS CM EA+MCA 2023-05-01\r\n SubAccountName: string, // MS CM EA+MCA 2023-05-01\r\n x_AccountName: string, // MS CM EA 2023-05-01\r\n x_AccountOwnerId: string, // MS CM EA 2023-05-01\r\n x_CostCenter: string, // MS CM EA 2023-05-01\r\n x_InvoiceId: string, // MS CM MCA 2023-05-01\r\n x_InvoiceNumber: string, // MS CM MCA 2023-05-01\r\n x_InvoiceSectionId: string, // MS CM MCA 2023-05-01\r\n x_InvoiceSectionName: string, // MS CM MCA 2023-05-01\r\n x_IngestionTime: datetime, // Hubs add-on\r\n x_MonetaryCommitment: decimal, // MS CM EA 2023-05-01\r\n x_Overage: decimal, // MS CM EA 2023-05-01\r\n x_PurchasingBillingAccountId: string, // MS CM EA 2023-05-01\r\n x_SkuOrderId: string, // MS CM EA+MCA 2023-05-01\r\n x_SkuOrderName: string, // MS CM EA+MCA 2023-05-01\r\n x_SkuSize: string, // MS CM EA+MCA 2023-05-01\r\n x_SkuTerm: int, // MS CM EA+MCA 2023-05-01\r\n x_SourceName: string, // Hubs add-on\r\n x_SourceProvider: string, // Hubs add-on\r\n x_SourceType: string, // Hubs add-on\r\n x_SourceVersion: string, // Hubs add-on\r\n x_SubscriptionId: string, // MS CM EA+MCA 2023-05-01\r\n x_TransactionType: string // MS CM EA+MCA 2023-05-01\r\n)\r\n\r\n//----------------------------------------------------------------------------------------------------------------------\r\n\r\n// Update policy for Transactions_raw -> Transactions_final_v1_0 table\r\n// NOTE: Must be after transform function is defined\r\n.alter table Transactions_final_v1_0 policy update\r\n```\r\n[{\r\n \"IsEnabled\": true,\r\n \"Source\": \"Transactions_raw\",\r\n \"Query\": \"Transactions_transform_v1_0()\",\r\n \"IsTransactional\": true,\r\n \"PropagateIngestionProperties\": true\r\n}]\r\n```\r\n", + "$fxv#8": "// Copyright (c) Microsoft Corporation.\r\n// Licensed under the MIT License.\r\n\r\n//======================================================================================================================\r\n// Common utility functions\r\n//\r\n// TIP: Use Ctrl+K,Ctrl+0 to collapse all regions in VS Code\r\n//======================================================================================================================\r\n\r\n\r\n//===| Date functions |=================================================================================================\r\n\r\n// monthstring\r\n.create-or-alter function \r\nwith (docstring = @'Returns the name of the month for the specified date (e.g. Jan or January)', folder =@'Common') \r\nmonthstring(['date']: datetime, length: int = 9)\r\n{\r\n substring(dynamic(['January','February','March','April','May','June','July','August','September','October','November','December'])[getmonth(['date']) - 1], 0, length)\r\n}\r\n\r\n// datestring\r\n.create-or-alter function \r\nwith (docstring = @'Converts 2 dates into a simple, user-friendly date range (e.g. Jan 1-Jan 3)', folder =@'Common') \r\ndatestring(start: datetime, end: datetime = datetime('0001-01-01'))\r\n{\r\n let month = (d: datetime) { monthstring(d, 3) };\r\n let endDate = iff(end == datetime('0001-01-01'), start, end);\r\n let sameDate = startofday(start) == startofday(endDate);\r\n let sameMonth = startofmonth(start) == startofmonth(endDate);\r\n let sameYear = startofyear(start) == startofyear(endDate);\r\n let fullMonth = startofday(start) == startofmonth(start) and startofday(endDate) == startofday(endofmonth(endDate));\r\n let fullYear = startofday(start) == startofyear(start) and startofday(endDate) == startofday(endofyear(endDate));\r\n let currentYear = sameYear and startofyear(start) == startofyear(now());\r\n case(\r\n // Full year | yyyy (same year) / yyyy-yyyy (diff years)\r\n fullYear,\r\n strcat(getyear(start), iff(sameYear, '', strcat('-', getyear(endDate)))),\r\n // 1 full mo, same year | Mmm yyyy\r\n fullMonth and sameMonth and sameYear,\r\n strcat(month(start), ' ', getyear(start)),\r\n // 2+ full mo, same year | Mmm-Mmm (current year) / Mmm-Mmm yyyy (other year)\r\n fullMonth and sameYear,\r\n strcat(month(start), '-', month(endDate), iff(currentYear, '', strcat(' ', getyear(endDate)))),\r\n // Full mo, diff year | Mmm yyyy-Mmm yyyy\r\n fullMonth and not(sameYear),\r\n strcat(month(start), ' ', getyear(start), '-', month(endDate), ' ', getyear(endDate)),\r\n // Same date | Mmm d (current year) / Mmm d, yyyy (other year)\r\n sameDate,\r\n strcat(month(start), ' ', dayofmonth(start), iff(currentYear, '', strcat(', ', getyear(endDate)))),\r\n // 1 partial M, same Y | Mmm d-d (current year) / Mmm d-d, yyyy (other year)\r\n not(fullMonth) and sameMonth and sameYear,\r\n strcat(month(start), ' ', dayofmonth(start), '-', dayofmonth(endDate), iff(currentYear, '', strcat(' ', getyear(endDate)))),\r\n // 2+ partial M, same Y | Mmm d-Mmm d (current year) / Mmm d-Mmm d, yyyy (other year)\r\n not(fullMonth) and not(sameMonth) and sameYear,\r\n strcat(month(start), ' ', dayofmonth(start), '-', month(endDate), ' ', dayofmonth(endDate), iff(currentYear, '', strcat(', ', getyear(endDate)))),\r\n // All other cases | Mmm d, yyyy-Mmm d, yyyy\r\n strcat(month(start), ' ', dayofmonth(start), ', ', getyear(start), '-', month(endDate), ' ', dayofmonth(endDate), ', ', getyear(endDate))\r\n )\r\n}\r\n\r\n// daterange\r\n.create-or-alter function \r\nwith (docstring = @'DEPRECATED: Please use datestring(); function will be removed on or after the Jan 2026 release', folder =@'Common') \r\ndaterange(start: datetime, end: datetime = datetime('0001-01-01'))\r\n{\r\n datestring(start, end)\r\n}\r\n\r\n// monthsago\r\n.create-or-alter function \r\nwith (docstring = 'DEPRECATED: Please use startofmonth(now(), -<# of months>); function will be removed on or after the Jan 2026 release', folder = 'Common')\r\nmonthsago(months: int)\r\n{\r\n datetime_add('month', -months, startofmonth(now()))\r\n}\r\n\r\n\r\n//===| Number functions |===============================================================================================\r\n// NOTE: Must be defined before string converters\r\n\r\n// delta\r\n.create-or-alter function \r\nwith (docstring = @'Compares 2 values and returns the percentage change from oldval to newval', folder =@'Common') \r\ndelta(oldval: double, newval: double)\r\n{\r\n (newval - todouble(oldval))/oldval\r\n}\r\n\r\n// percentOfTotal\r\n// NOTE: Must be before percent() function\r\n.create-or-alter function \r\nwith (docstring = @'Calculates the percentage of each record based on a required Count column', folder =@'Common') \r\npercentOfTotal(t: (Count: long), tot: long)\r\n{\r\n let total = todouble(tot);\r\n t \r\n | extend Percent = round(Count / total * 100, 3) \r\n | order by Count desc\r\n}\r\n\r\n// percent\r\n.create-or-alter function \r\nwith (docstring = @'Calculates the percentage of each record based on a required Count column', folder =@'Common') \r\npercent(t: (Count: long))\r\n{\r\n let total = todouble(toscalar(t | summarize sum(Count)));\r\n percentOfTotal(t, total)\r\n}\r\n\r\n// plusminus\r\n.create-or-alter function \r\nwith (docstring = 'Shows a +/- sign based on the direction of the number', folder = 'Common')\r\nplusminus(val: string)\r\n{\r\n let neg = substring(val, 0, 1) == '-';\r\n iff(neg, val, strcat('+', val))\r\n}\r\n\r\n// updown\r\n.create-or-alter function \r\nwith (docstring = 'Shows an up/down arrow based on the direction of the number', folder = 'Common')\r\nupdown(val: string)\r\n{\r\n let neg = substring(val, 0, 1) == '-';\r\n iff(neg, strcat('↓', substring(val, 1)), strcat('↑', val))\r\n}\r\n\r\n\r\n//===| String functions |===============================================================================================\r\n\r\n// percentstring\r\n// NOTE: Must be defined before deltastring\r\n.create-or-alter function \r\nwith (docstring = 'Calculate a percentage and render as a string', folder = 'Common')\r\npercentstring(num: double, total: double = 1.0, places: int = 9)\r\n{\r\n let value = 1.0 * num / total * 100;\r\n strcat(case(\r\n places != 9, round(value, places),\r\n value < 10, round(value, 2),\r\n round(value, 1)\r\n ), '%')\r\n}\r\n\r\n//----------------------------------------------------------------------------------------------------------------------\r\n\r\n// arraystring\r\n.create-or-alter function \r\nwith (docstring = 'Convert an array to a comma-delimited string', folder = 'Common')\r\narraystring(arr: dynamic)\r\n{\r\n replace_string(replace_regex(replace_regex(replace_regex(replace_regex(replace_regex(\r\n tostring(arr)\r\n , @'^\\[\"', '')\r\n , @'\"\\]$', '')\r\n , @'^, ', '')\r\n , @', $', '')\r\n , @'^\\[]$', '')\r\n , '\",\"', ', ')\r\n}\r\n\r\n// deltastring\r\n.create-or-alter function \r\nwith (docstring = 'Calculate a delta percentage and render as a string', folder = 'Common')\r\ndeltastring(oldval: double, newval: double, places: int = 1, useArrows: bool = false)\r\n{\r\n let d = delta(oldval, newval);\r\n strcat(case(useArrows and d > 0, '↑', useArrows and d < 0, '↓', d < 0, '-', ''), percentstring(abs(d), 1, places))\r\n}\r\n\r\n// diffstring\r\n.create-or-alter function \r\nwith (docstring = 'Calculate the difference and render as a string', folder = 'Common')\r\ndiffstring(oldval: double, newval: double, places: int = 1)\r\n{\r\n plusminus(round(newval - oldval, places))\r\n}\r\n\r\n// numberstring\r\n.create-or-alter function \r\nwith (docstring = 'Convert a number to a string', folder = 'Common')\r\nnumberstring(num: double, abbrev: bool = true)\r\n{\r\n replace_regex(case(\r\n num >= 10000000000000, strcat(round(1.0 * num / 1000000000000, 1), 'T'),\r\n num >= 1000000000000, strcat(round(1.0 * num / 1000000000000, 2), 'T'),\r\n num >= 10000000000, strcat(round(1.0 * num / 1000000000, 1), 'B'),\r\n num >= 1000000000, strcat(round(1.0 * num / 1000000000, 2), 'B'),\r\n num >= 10000000, strcat(round(1.0 * num / 1000000, 1), 'M'),\r\n num >= 1000000, strcat(round(1.0 * num / 1000000, 2), 'M'),\r\n num >= 10000, strcat(round(1.0 * num / 1000, 1), 'K'),\r\n // Kusto doesn't support back-refs yet -- num > 1000, replace_regex(tostring(num), @'(\\d)(?=(\\d{3})+\\.)', @'\\1,'), // See https://docs.microsoft.com/en-us/azure/data-explorer/kusto/query/re2-library\r\n num > 1000, replace_regex(tostring(num), @'([0-9]{3})$', @',\\1'), //num / 1000, ',', substring(tostring(num), 0) - (num / 1000 * 1000)),\r\n tostring(num)\r\n ), @'\\.0$', '')\r\n}\r\n\r\n\r\n//===| Other |==========================================================================================================\r\n\r\n// ifempty\r\n.create-or-alter function \r\nwith (docstring = 'Replaces an empty value with the specified default value', folder = 'Common')\r\nifempty(val: dynamic, defaultVal: dynamic)\r\n{\r\n iff(isempty(val), defaultVal, val)\r\n}\r\n", + "$fxv#9": "// Copyright (c) Microsoft Corporation.\r\n// Licensed under the MIT License.\r\n\r\n//======================================================================================================================\r\n// Hub database\r\n// Used for querying and reporting.\r\n//\r\n// Versioning strategy:\r\n// - Each dataset includes a function that returns the latest version of the data (e.g., \"Costs()\").\r\n// - Every supported version of FOCUS should have a corresponding function (e.g., \"Costs_v1_0\").\r\n// - Each versioned function unions data from versioned tables in the Ingestion database and transforms it to that FOCUS version for back compat.\r\n// - Consumers should use the unversioned function for the latest and the versioned functions for back compat.\r\n//\r\n// To add a new FOCUS versions:\r\n// 1. Add new FOCUS version section after the latest version section and before existing version sections\r\n// 2. Create new *_vX_Y functions per dataset that transforms older data to the new FOCUS version\r\n// 3. Update the unversioned functions to use the new *_vX_Y functions\r\n// 4. Update older versioned functions to also pull from the new *_vX_Y functions and transform to the old schema\r\n//======================================================================================================================\r\n\r\n// For allowed commands, see https://learn.microsoft.com/azure/data-explorer/database-script\r\n\r\n\r\n//======================================================================================================================\r\n// FOCUS 1.0\r\n//======================================================================================================================\r\n\r\n// CommitmentDiscountUsage_final_v1_0\r\n.create-or-alter function\r\nwith (docstring = 'Gets all commitment discount usage records aligned to FOCUS 1.0.', folder = 'CommitmentDiscountUsage')\r\nCommitmentDiscountUsage_v1_0()\r\n{\r\n database('Ingestion').CommitmentDiscountUsage_final_v1_0\r\n}\r\n\r\n\r\n// Costs_final_v1_0\r\n.create-or-alter function\r\nwith (docstring = 'Gets all cost and usage records aligned to FOCUS 1.0.', folder = 'Costs')\r\nCosts_v1_0()\r\n{\r\n database('Ingestion').Costs_final_v1_0\r\n}\r\n\r\n\r\n// Prices_final_v1_0\r\n.create-or-alter function\r\nwith (docstring = 'Gets all prices aligned to FOCUS 1.0.', folder = 'Prices')\r\nPrices_v1_0()\r\n{\r\n database('Ingestion').Prices_final_v1_0\r\n}\r\n\r\n\r\n// Recommendations_final_v1_0\r\n.create-or-alter function\r\nwith (docstring = 'Gets all recommendations aligned to FOCUS 1.0.', folder = 'Recommendations')\r\nRecommendations_v1_0()\r\n{\r\n database('Ingestion').Recommendations_final_v1_0\r\n}\r\n\r\n\r\n// Transactions_final_v1_0\r\n.create-or-alter function\r\nwith (docstring = 'Gets all transactions aligned to FOCUS 1.0.', folder = 'Transactions')\r\nTransactions_v1_0()\r\n{\r\n database('Ingestion').Transactions_final_v1_0\r\n}\r\n\r\n\r\n//======================================================================================================================\r\n// Latest FOCUS version\r\n//======================================================================================================================\r\n\r\n.create-or-alter function\r\nwith (docstring = 'Gets all commitment discount usage records with the latest supported version of the FOCUS schema.', folder = 'CommitmentDiscountUsage')\r\nCommitmentDiscountUsage()\r\n{\r\n CommitmentDiscountUsage_v1_0()\r\n}\r\n\r\n\r\n.create-or-alter function\r\nwith (docstring = 'Gets all cost and usage records with the latest supported version of the FOCUS schema.', folder = 'Costs')\r\nCosts()\r\n{\r\n Costs_v1_0()\r\n}\r\n\r\n\r\n.create-or-alter function\r\nwith (docstring = 'Gets all prices with the latest supported version of the FOCUS schema.', folder = 'Prices')\r\nPrices()\r\n{\r\n Prices_v1_0()\r\n}\r\n\r\n\r\n.create-or-alter function\r\nwith (docstring = 'Gets all recommendations with the latest supported version of the FOCUS schema.', folder = 'Recommendations')\r\nRecommendations()\r\n{\r\n Recommendations_v1_0()\r\n}\r\n\r\n\r\n.create-or-alter function\r\nwith (docstring = 'Gets all transactions with the latest supported version of the FOCUS schema.', folder = 'Transactions')\r\nTransactions()\r\n{\r\n Transactions_v1_0()\r\n}\r\n", "ftkver": "[variables('$fxv#0')]", "ftkVersion": "[if(contains(variables('ftkver'), '-'), split(variables('ftkver'), '-')[0], variables('ftkver'))]", "ftkBranch": "[if(contains(variables('ftkver'), '-'), split(variables('ftkver'), '-')[1], '')]", @@ -1791,102 +1776,205 @@ "Standard_L32s_v3": 32 } }, - "resources": [ - { + "resources": { + "cluster::ingestionDb::OpenDataFunctions_resource_type_1": { "type": "Microsoft.Kusto/clusters/databases/scripts", "apiVersion": "2023-08-15", - "name": "[format('{0}/{1}/{2}', parameters('clusterName'), 'Ingestion', 'CommonFunctions')]", + "name": "[format('{0}/{1}/{2}', parameters('clusterName'), 'Ingestion', 'OpenDataFunctions_resource_type_1')]", "properties": { "scriptContent": "[variables('$fxv#1')]", "continueOnErrors": "[parameters('continueOnErrors')]", "forceUpdateTag": "[parameters('forceUpdateTag')]" }, "dependsOn": [ - "[resourceId('Microsoft.Kusto/clusters/databases', parameters('clusterName'), 'Ingestion')]" + "cluster::ingestionDb" ] }, - { + "cluster::ingestionDb::OpenDataFunctions_resource_type_2": { + "type": "Microsoft.Kusto/clusters/databases/scripts", + "apiVersion": "2023-08-15", + "name": "[format('{0}/{1}/{2}', parameters('clusterName'), 'Ingestion', 'OpenDataFunctions_resource_type_2')]", + "properties": { + "scriptContent": "[variables('$fxv#2')]", + "continueOnErrors": "[parameters('continueOnErrors')]", + "forceUpdateTag": "[parameters('forceUpdateTag')]" + }, + "dependsOn": [ + "cluster::ingestionDb" + ] + }, + "cluster::ingestionDb::OpenDataFunctions_resource_type_3": { + "type": "Microsoft.Kusto/clusters/databases/scripts", + "apiVersion": "2023-08-15", + "name": "[format('{0}/{1}/{2}', parameters('clusterName'), 'Ingestion', 'OpenDataFunctions_resource_type_3')]", + "properties": { + "scriptContent": "[variables('$fxv#3')]", + "continueOnErrors": "[parameters('continueOnErrors')]", + "forceUpdateTag": "[parameters('forceUpdateTag')]" + }, + "dependsOn": [ + "cluster::ingestionDb" + ] + }, + "cluster::ingestionDb::OpenDataFunctions_resource_type_4": { + "type": "Microsoft.Kusto/clusters/databases/scripts", + "apiVersion": "2023-08-15", + "name": "[format('{0}/{1}/{2}', parameters('clusterName'), 'Ingestion', 'OpenDataFunctions_resource_type_4')]", + "properties": { + "scriptContent": "[variables('$fxv#4')]", + "continueOnErrors": "[parameters('continueOnErrors')]", + "forceUpdateTag": "[parameters('forceUpdateTag')]" + }, + "dependsOn": [ + "cluster::ingestionDb" + ] + }, + "cluster::ingestionDb::openDataScript": { + "type": "Microsoft.Kusto/clusters/databases/scripts", + "apiVersion": "2023-08-15", + "name": "[format('{0}/{1}/{2}', parameters('clusterName'), 'Ingestion', 'OpenDataFunctions')]", + "properties": { + "scriptContent": "[variables('$fxv#5')]", + "continueOnErrors": "[parameters('continueOnErrors')]", + "forceUpdateTag": "[parameters('forceUpdateTag')]" + }, + "dependsOn": [ + "cluster::ingestionDb", + "cluster::ingestionDb::OpenDataFunctions_resource_type_1", + "cluster::ingestionDb::OpenDataFunctions_resource_type_2", + "cluster::ingestionDb::OpenDataFunctions_resource_type_3", + "cluster::ingestionDb::OpenDataFunctions_resource_type_4" + ] + }, + "cluster::ingestionDb::commonScript": { + "type": "Microsoft.Kusto/clusters/databases/scripts", + "apiVersion": "2023-08-15", + "name": "[format('{0}/{1}/{2}', parameters('clusterName'), 'Ingestion', 'CommonFunctions')]", + "properties": { + "scriptContent": "[variables('$fxv#6')]", + "continueOnErrors": "[parameters('continueOnErrors')]", + "forceUpdateTag": "[parameters('forceUpdateTag')]" + }, + "dependsOn": [ + "cluster::ingestionDb", + "cluster::ingestionDb::openDataScript" + ] + }, + "cluster::ingestionDb::setupScript": { "type": "Microsoft.Kusto/clusters/databases/scripts", "apiVersion": "2023-08-15", "name": "[format('{0}/{1}/{2}', parameters('clusterName'), 'Ingestion', 'SetupScript')]", "properties": { - "scriptContent": "[replace(replace(replace(replace(variables('$fxv#2'), '$$adfPrincipalId$$', reference(resourceId('Microsoft.DataFactory/factories', parameters('dataFactoryName')), '2018-06-01', 'full').identity.principalId), '$$adfTenantId$$', reference(resourceId('Microsoft.DataFactory/factories', parameters('dataFactoryName')), '2018-06-01', 'full').identity.tenantId), '$$ftkOpenDataFolder$$', if(empty(variables('ftkBranch')), format('https://github.com/microsoft/finops-toolkit/releases/download/v{0}', variables('ftkVersion')), format('https://raw.githubusercontent.com/microsoft/finops-toolkit/{0}/src/open-data', variables('ftkBranch')))), '$$rawRetentionInDays$$', string(parameters('rawRetentionInDays')))]", + "scriptContent": "[replace(replace(replace(replace(variables('$fxv#7'), '$$adfPrincipalId$$', reference('dataFactory', '2018-06-01', 'full').identity.principalId), '$$adfTenantId$$', reference('dataFactory', '2018-06-01', 'full').identity.tenantId), '$$ftkOpenDataFolder$$', if(empty(variables('ftkBranch')), format('https://github.com/microsoft/finops-toolkit/releases/download/v{0}', variables('ftkVersion')), format('https://raw.githubusercontent.com/microsoft/finops-toolkit/{0}/src/open-data', variables('ftkBranch')))), '$$rawRetentionInDays$$', string(parameters('rawRetentionInDays')))]", "continueOnErrors": "[parameters('continueOnErrors')]", "forceUpdateTag": "[parameters('forceUpdateTag')]" }, "dependsOn": [ - "[resourceId('Microsoft.Kusto/clusters/databases/scripts', parameters('clusterName'), 'Ingestion', 'CommonFunctions')]", - "[resourceId('Microsoft.Kusto/clusters/databases', parameters('clusterName'), 'Ingestion')]" + "cluster::ingestionDb::commonScript", + "dataFactory", + "cluster::ingestionDb" ] }, - { + "cluster::hubDb::commonScript": { "type": "Microsoft.Kusto/clusters/databases/scripts", "apiVersion": "2023-08-15", "name": "[format('{0}/{1}/{2}', parameters('clusterName'), 'Hub', 'CommonFunctions')]", "properties": { - "scriptContent": "[variables('$fxv#3')]", + "scriptContent": "[variables('$fxv#8')]", "continueOnErrors": "[parameters('continueOnErrors')]", "forceUpdateTag": "[parameters('forceUpdateTag')]" }, "dependsOn": [ - "[resourceId('Microsoft.Kusto/clusters/databases', parameters('clusterName'), 'Hub')]" + "cluster::hubDb" ] }, - { + "cluster::hubDb::setupScript": { "type": "Microsoft.Kusto/clusters/databases/scripts", "apiVersion": "2023-08-15", "name": "[format('{0}/{1}/{2}', parameters('clusterName'), 'Hub', 'SetupScript')]", "properties": { - "scriptContent": "[replace(replace(variables('$fxv#4'), '$$adfPrincipalId$$', reference(resourceId('Microsoft.DataFactory/factories', parameters('dataFactoryName')), '2018-06-01', 'full').identity.principalId), '$$adfTenantId$$', reference(resourceId('Microsoft.DataFactory/factories', parameters('dataFactoryName')), '2018-06-01', 'full').identity.tenantId)]", + "scriptContent": "[replace(replace(variables('$fxv#9'), '$$adfPrincipalId$$', reference('dataFactory', '2018-06-01', 'full').identity.principalId), '$$adfTenantId$$', reference('dataFactory', '2018-06-01', 'full').identity.tenantId)]", "continueOnErrors": "[parameters('continueOnErrors')]", "forceUpdateTag": "[parameters('forceUpdateTag')]" }, "dependsOn": [ - "[resourceId('Microsoft.Kusto/clusters/databases/scripts', parameters('clusterName'), 'Hub', 'CommonFunctions')]", - "[resourceId('Microsoft.Kusto/clusters/databases', parameters('clusterName'), 'Hub')]" + "cluster::hubDb::commonScript", + "dataFactory", + "cluster::hubDb" ] }, - { + "cluster::adfClusterAdmin": { "type": "Microsoft.Kusto/clusters/principalAssignments", "apiVersion": "2023-08-15", "name": "[format('{0}/{1}', parameters('clusterName'), 'adf-mi-cluster-admin')]", "properties": { "principalType": "App", - "principalId": "[reference(resourceId('Microsoft.DataFactory/factories', parameters('dataFactoryName')), '2018-06-01', 'full').identity.principalId]", - "tenantId": "[reference(resourceId('Microsoft.DataFactory/factories', parameters('dataFactoryName')), '2018-06-01', 'full').identity.tenantId]", + "principalId": "[reference('dataFactory', '2018-06-01', 'full').identity.principalId]", + "tenantId": "[reference('dataFactory', '2018-06-01', 'full').identity.tenantId]", "role": "AllDatabasesAdmin" }, "dependsOn": [ - "[resourceId('Microsoft.Kusto/clusters', parameters('clusterName'))]" + "cluster", + "dataFactory" ] }, - { + "cluster::ingestionDb": { "type": "Microsoft.Kusto/clusters/databases", "apiVersion": "2023-08-15", "name": "[format('{0}/{1}', parameters('clusterName'), 'Ingestion')]", "location": "[parameters('location')]", "kind": "ReadWrite", "dependsOn": [ - "[resourceId('Microsoft.Kusto/clusters', parameters('clusterName'))]" + "cluster" ] }, - { + "cluster::hubDb": { "type": "Microsoft.Kusto/clusters/databases", "apiVersion": "2023-08-15", "name": "[format('{0}/{1}', parameters('clusterName'), 'Hub')]", "location": "[parameters('location')]", "kind": "ReadWrite", "dependsOn": [ - "[resourceId('Microsoft.Kusto/clusters', parameters('clusterName'))]", - "[resourceId('Microsoft.Kusto/clusters/databases/scripts', parameters('clusterName'), 'Ingestion', 'SetupScript')]" + "cluster", + "cluster::ingestionDb::setupScript" ] }, - { + "dataFactory": { + "existing": true, + "type": "Microsoft.DataFactory/factories", + "apiVersion": "2018-06-01", + "name": "[parameters('dataFactoryName')]" + }, + "blobPrivateDnsZone": { + "existing": true, + "type": "Microsoft.Network/privateDnsZones", + "apiVersion": "2024-06-01", + "name": "[format('privatelink.blob.{0}', environment().suffixes.storage)]" + }, + "queuePrivateDnsZone": { + "existing": true, + "type": "Microsoft.Network/privateDnsZones", + "apiVersion": "2024-06-01", + "name": "[format('privatelink.queue.{0}', environment().suffixes.storage)]" + }, + "tablePrivateDnsZone": { + "existing": true, + "type": "Microsoft.Network/privateDnsZones", + "apiVersion": "2024-06-01", + "name": "[format('privatelink.table.{0}', environment().suffixes.storage)]" + }, + "storage": { + "existing": true, + "type": "Microsoft.Storage/storageAccounts", + "apiVersion": "2022-09-01", + "name": "[parameters('storageAccountName')]" + }, + "cluster": { "type": "Microsoft.Kusto/clusters", "apiVersion": "2023-08-15", "name": "[parameters('clusterName')]", "location": "[parameters('location')]", - "tags": "[union(parameters('tags'), if(contains(parameters('tagsByResource'), 'Microsoft.Kusto/clusters'), parameters('tagsByResource')['Microsoft.Kusto/clusters'], createObject()))]", + "tags": "[union(parameters('tags'), coalesce(tryGet(parameters('tagsByResource'), 'Microsoft.Kusto/clusters'), createObject()))]", "sku": { "name": "[parameters('clusterSku')]", "tier": "[if(startsWith(parameters('clusterSku'), 'Dev(No SLA)_'), 'Basic', 'Standard')]", @@ -1896,40 +1984,51 @@ "type": "SystemAssigned" }, "properties": { + "copy": [ + { + "name": "trustedExternalTenants", + "count": "[length(parameters('clusterTrustedExternalTenants'))]", + "input": { + "value": "[parameters('clusterTrustedExternalTenants')[copyIndex('trustedExternalTenants')]]" + } + } + ], "enableStreamingIngest": true, "enableAutoStop": false, "publicNetworkAccess": "[if(parameters('enablePublicAccess'), 'Enabled', 'Disabled')]" } }, - { + "clusterStorageAccess": { "type": "Microsoft.Authorization/roleAssignments", "apiVersion": "2022-04-01", "scope": "[format('Microsoft.Storage/storageAccounts/{0}', parameters('storageAccountName'))]", "name": "[guid(parameters('clusterName'), subscription().id, 'Storage Blob Data Contributor')]", "properties": { "description": "Give \"Storage Blob Data Contributor\" to the cluster", - "principalId": "[reference(resourceId('Microsoft.Kusto/clusters', parameters('clusterName')), '2023-08-15', 'full').identity.principalId]", + "principalId": "[reference('cluster', '2023-08-15', 'full').identity.principalId]", "principalType": "ServicePrincipal", "roleDefinitionId": "[subscriptionResourceId('Microsoft.Authorization/roleDefinitions', 'ba92f5b4-2d11-453d-a403-e96b0029c9fe')]" }, "dependsOn": [ - "[resourceId('Microsoft.Kusto/clusters', parameters('clusterName'))]" + "cluster" ] }, - { + "dataExplorerPrivateDnsZone": { + "condition": "[not(parameters('enablePublicAccess'))]", "type": "Microsoft.Network/privateDnsZones", "apiVersion": "2024-06-01", "name": "[variables('dataExplorerPrivateDnsZoneName')]", "location": "global", - "tags": "[union(parameters('tags'), if(contains(parameters('tagsByResource'), 'Microsoft.Network/privateDnsZones'), parameters('tagsByResource')['Microsoft.Network/privateDnsZones'], createObject()))]", + "tags": "[union(parameters('tags'), coalesce(tryGet(parameters('tagsByResource'), 'Microsoft.Network/privateDnsZones'), createObject()))]", "properties": {} }, - { + "dataExplorerPrivateDnsZoneLink": { + "condition": "[not(parameters('enablePublicAccess'))]", "type": "Microsoft.Network/privateDnsZones/virtualNetworkLinks", "apiVersion": "2024-06-01", "name": "[format('{0}/{1}', variables('dataExplorerPrivateDnsZoneName'), format('{0}-link', replace(variables('dataExplorerPrivateDnsZoneName'), '.', '-')))]", "location": "global", - "tags": "[union(parameters('tags'), if(contains(parameters('tagsByResource'), 'Microsoft.Network/privateDnsZones/virtualNetworkLinks'), parameters('tagsByResource')['Microsoft.Network/privateDnsZones/virtualNetworkLinks'], createObject()))]", + "tags": "[union(parameters('tags'), coalesce(tryGet(parameters('tagsByResource'), 'Microsoft.Network/privateDnsZones/virtualNetworkLinks'), createObject()))]", "properties": { "virtualNetwork": { "id": "[parameters('virtualNetworkId')]" @@ -1937,15 +2036,16 @@ "registrationEnabled": false }, "dependsOn": [ - "[resourceId('Microsoft.Network/privateDnsZones', variables('dataExplorerPrivateDnsZoneName'))]" + "dataExplorerPrivateDnsZone" ] }, - { + "dataExplorerEndpoint": { + "condition": "[not(parameters('enablePublicAccess'))]", "type": "Microsoft.Network/privateEndpoints", "apiVersion": "2023-11-01", "name": "[format('{0}-ep', parameters('clusterName'))]", "location": "[parameters('location')]", - "tags": "[union(parameters('tags'), if(contains(parameters('tagsByResource'), 'Microsoft.Network/privateEndpoints'), parameters('tagsByResource')['Microsoft.Network/privateEndpoints'], createObject()))]", + "tags": "[union(parameters('tags'), coalesce(tryGet(parameters('tagsByResource'), 'Microsoft.Network/privateEndpoints'), createObject()))]", "properties": { "subnet": { "id": "[parameters('privateEndpointSubnetId')]" @@ -1963,10 +2063,11 @@ ] }, "dependsOn": [ - "[resourceId('Microsoft.Kusto/clusters', parameters('clusterName'))]" + "cluster" ] }, - { + "dataExplorerPrivateDnsZoneGroup": { + "condition": "[not(parameters('enablePublicAccess'))]", "type": "Microsoft.Network/privateEndpoints/privateDnsZoneGroups", "apiVersion": "2023-11-01", "name": "[format('{0}/{1}', format('{0}-ep', parameters('clusterName')), 'dataExplorer-endpoint-zone')]", @@ -1999,11 +2100,11 @@ ] }, "dependsOn": [ - "[resourceId('Microsoft.Network/privateEndpoints', format('{0}-ep', parameters('clusterName')))]", - "[resourceId('Microsoft.Network/privateDnsZones', variables('dataExplorerPrivateDnsZoneName'))]" + "dataExplorerEndpoint", + "dataExplorerPrivateDnsZone" ] } - ], + }, "outputs": { "clusterId": { "type": "string", @@ -2017,7 +2118,7 @@ "metadata": { "description": "The ID of the cluster system assigned managed identity." }, - "value": "[reference(resourceId('Microsoft.Kusto/clusters', parameters('clusterName')), '2023-08-15', 'full').identity.principalId]" + "value": "[reference('cluster', '2023-08-15', 'full').identity.principalId]" }, "clusterName": { "type": "string", @@ -2031,7 +2132,7 @@ "metadata": { "description": "The URI of the cluster." }, - "value": "[reference(resourceId('Microsoft.Kusto/clusters', parameters('clusterName')), '2023-08-15').uri]" + "value": "[reference('cluster').uri]" }, "ingestionDbName": { "type": "string", @@ -2058,12 +2159,12 @@ } }, "dependsOn": [ - "[resourceId('Microsoft.DataFactory/factories', variables('dataFactoryName'))]", - "[resourceId('Microsoft.Resources/deployments', 'storage')]", - "[resourceId('Microsoft.Resources/deployments', 'vnet')]" + "dataFactory", + "storage", + "vnet" ] }, - { + "dataFactoryResources": { "type": "Microsoft.Resources/deployments", "apiVersion": "2022-09-01", "name": "dataFactoryResources", @@ -2089,25 +2190,25 @@ "value": "[parameters('tagsByResource')]" }, "storageAccountName": { - "value": "[reference(resourceId('Microsoft.Resources/deployments', 'storage'), '2022-09-01').outputs.name.value]" + "value": "[reference('storage').outputs.name.value]" }, "exportContainerName": { - "value": "[reference(resourceId('Microsoft.Resources/deployments', 'storage'), '2022-09-01').outputs.exportContainer.value]" + "value": "[reference('storage').outputs.exportContainer.value]" }, "configContainerName": { - "value": "[reference(resourceId('Microsoft.Resources/deployments', 'storage'), '2022-09-01').outputs.configContainer.value]" + "value": "[reference('storage').outputs.configContainer.value]" }, "ingestionContainerName": { - "value": "[reference(resourceId('Microsoft.Resources/deployments', 'storage'), '2022-09-01').outputs.ingestionContainer.value]" + "value": "[reference('storage').outputs.ingestionContainer.value]" }, - "dataExplorerName": "[if(not(variables('deployDataExplorer')), createObject('value', ''), createObject('value', reference(resourceId('Microsoft.Resources/deployments', 'dataExplorer'), '2022-09-01').outputs.clusterName.value))]", - "dataExplorerPrincipalId": "[if(not(variables('deployDataExplorer')), createObject('value', ''), createObject('value', reference(resourceId('Microsoft.Resources/deployments', 'dataExplorer'), '2022-09-01').outputs.principalId.value))]", - "dataExplorerIngestionDatabase": "[if(not(variables('deployDataExplorer')), createObject('value', ''), createObject('value', reference(resourceId('Microsoft.Resources/deployments', 'dataExplorer'), '2022-09-01').outputs.ingestionDbName.value))]", - "dataExplorerIngestionCapacity": "[if(not(variables('deployDataExplorer')), createObject('value', 1), createObject('value', reference(resourceId('Microsoft.Resources/deployments', 'dataExplorer'), '2022-09-01').outputs.clusterIngestionCapacity.value))]", - "dataExplorerUri": "[if(not(variables('deployDataExplorer')), createObject('value', ''), createObject('value', reference(resourceId('Microsoft.Resources/deployments', 'dataExplorer'), '2022-09-01').outputs.clusterUri.value))]", - "dataExplorerId": "[if(not(variables('deployDataExplorer')), createObject('value', ''), createObject('value', reference(resourceId('Microsoft.Resources/deployments', 'dataExplorer'), '2022-09-01').outputs.clusterId.value))]", + "dataExplorerName": "[if(not(variables('deployDataExplorer')), createObject('value', ''), createObject('value', reference('dataExplorer').outputs.clusterName.value))]", + "dataExplorerPrincipalId": "[if(not(variables('deployDataExplorer')), createObject('value', ''), createObject('value', reference('dataExplorer').outputs.principalId.value))]", + "dataExplorerIngestionDatabase": "[if(not(variables('deployDataExplorer')), createObject('value', ''), createObject('value', reference('dataExplorer').outputs.ingestionDbName.value))]", + "dataExplorerIngestionCapacity": "[if(not(variables('deployDataExplorer')), createObject('value', 1), createObject('value', reference('dataExplorer').outputs.clusterIngestionCapacity.value))]", + "dataExplorerUri": "[if(not(variables('deployDataExplorer')), createObject('value', ''), createObject('value', reference('dataExplorer').outputs.clusterUri.value))]", + "dataExplorerId": "[if(not(variables('deployDataExplorer')), createObject('value', ''), createObject('value', reference('dataExplorer').outputs.clusterId.value))]", "keyVaultName": { - "value": "[reference(resourceId('Microsoft.Resources/deployments', 'keyVault'), '2022-09-01').outputs.name.value]" + "value": "[reference('keyVault').outputs.name.value]" }, "remoteHubStorageUri": { "value": "[parameters('remoteHubStorageUri')]" @@ -2118,12 +2219,13 @@ }, "template": { "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "languageVersion": "2.0", "contentVersion": "1.0.0.0", "metadata": { "_generator": { "name": "bicep", - "version": "0.24.24.22086", - "templateHash": "5255016477364452066" + "version": "0.33.93.31351", + "templateHash": "12735875725202531386" } }, "functions": [ @@ -2297,7 +2399,7 @@ "$fxv#1": "# Copyright (c) Microsoft Corporation.\r\n# Licensed under the MIT License.\r\n\r\nParam(\r\n [switch] $Stop\r\n)\r\n\r\n# Init outputs\r\n$DeploymentScriptOutputs = @{}\r\n\r\nif (-not $Stop)\r\n{\r\n Start-Sleep -Seconds 10\r\n}\r\n\r\n# Loop thru triggers\r\n$env:Triggers.Split('|') `\r\n| ForEach-Object {\r\n $trigger = $_\r\n if ($Stop)\r\n {\r\n Write-Output \"Stopping trigger $trigger...\"\r\n $triggerOutput = Stop-AzDataFactoryV2Trigger `\r\n -ResourceGroupName $env:DataFactoryResourceGroup `\r\n -DataFactoryName $env:DataFactoryName `\r\n -Name $trigger `\r\n -Force `\r\n -ErrorAction SilentlyContinue # Ignore errors, since the trigger may not exist\r\n }\r\n else\r\n {\r\n Write-Output \"Starting trigger $trigger...\"\r\n $triggerOutput = Start-AzDataFactoryV2Trigger `\r\n -ResourceGroupName $env:DataFactoryResourceGroup `\r\n -DataFactoryName $env:DataFactoryName `\r\n -Name $trigger `\r\n -Force\r\n }\r\n if ($triggerOutput)\r\n {\r\n Write-Output \"done...\"\r\n }\r\n else\r\n {\r\n Write-Output \"failed...\"\r\n }\r\n $DeploymentScriptOutputs[$trigger] = $triggerOutput\r\n}\r\n\r\nif ($Stop)\r\n{\r\n Start-Sleep -Seconds 10\r\n}\r\n\r\nif (-not [string]::IsNullOrWhiteSpace($env:Pipelines))\r\n{\r\n $env:Pipelines.Split('|') `\r\n | ForEach-Object {\r\n Write-Output \"Running the init pipeline...\"\r\n Invoke-AzDataFactoryV2Pipeline `\r\n -ResourceGroupName $env:DataFactoryResourceGroup `\r\n -DataFactoryName $env:DataFactoryName `\r\n -PipelineName $_\r\n }\r\n}\r\n", "$fxv#2": "# Copyright (c) Microsoft Corporation.\r\n# Licensed under the MIT License.\r\n\r\nParam(\r\n [switch] $Stop\r\n)\r\n\r\n# Init outputs\r\n$DeploymentScriptOutputs = @{}\r\n\r\nif (-not $Stop)\r\n{\r\n Start-Sleep -Seconds 10\r\n}\r\n\r\n# Loop thru triggers\r\n$env:Triggers.Split('|') `\r\n| ForEach-Object {\r\n $trigger = $_\r\n if ($Stop)\r\n {\r\n Write-Output \"Stopping trigger $trigger...\"\r\n $triggerOutput = Stop-AzDataFactoryV2Trigger `\r\n -ResourceGroupName $env:DataFactoryResourceGroup `\r\n -DataFactoryName $env:DataFactoryName `\r\n -Name $trigger `\r\n -Force `\r\n -ErrorAction SilentlyContinue # Ignore errors, since the trigger may not exist\r\n }\r\n else\r\n {\r\n Write-Output \"Starting trigger $trigger...\"\r\n $triggerOutput = Start-AzDataFactoryV2Trigger `\r\n -ResourceGroupName $env:DataFactoryResourceGroup `\r\n -DataFactoryName $env:DataFactoryName `\r\n -Name $trigger `\r\n -Force\r\n }\r\n if ($triggerOutput)\r\n {\r\n Write-Output \"done...\"\r\n }\r\n else\r\n {\r\n Write-Output \"failed...\"\r\n }\r\n $DeploymentScriptOutputs[$trigger] = $triggerOutput\r\n}\r\n\r\nif ($Stop)\r\n{\r\n Start-Sleep -Seconds 10\r\n}\r\n\r\nif (-not [string]::IsNullOrWhiteSpace($env:Pipelines))\r\n{\r\n $env:Pipelines.Split('|') `\r\n | ForEach-Object {\r\n Write-Output \"Running the init pipeline...\"\r\n Invoke-AzDataFactoryV2Pipeline `\r\n -ResourceGroupName $env:DataFactoryResourceGroup `\r\n -DataFactoryName $env:DataFactoryName `\r\n -PipelineName $_\r\n }\r\n}\r\n", "focusSchemaVersion": "1.0", - "ftkVersion": "0.7", + "ftkVersion": "0.8", "exportApiVersion": "2023-07-01-preview", "hubDataExplorerName": "hubDataExplorer", "deployDataExplorer": "[not(empty(parameters('dataExplorerId')))]", @@ -2342,15 +2444,33 @@ "18d7d88d-d35e-4fb5-a5c3-7773c20a72d9" ] }, - "resources": [ - { + "resources": { + "dataFactory": { + "existing": true, + "type": "Microsoft.DataFactory/factories", + "apiVersion": "2018-06-01", + "name": "[parameters('dataFactoryName')]" + }, + "storageAccount": { + "existing": true, + "type": "Microsoft.Storage/storageAccounts", + "apiVersion": "2022-09-01", + "name": "[parameters('storageAccountName')]" + }, + "keyVault": { + "existing": true, + "type": "Microsoft.KeyVault/vaults", + "apiVersion": "2023-02-01", + "name": "[parameters('keyVaultName')]" + }, + "managedVirtualNetwork": { "condition": "[not(parameters('enablePublicAccess'))]", "type": "Microsoft.DataFactory/factories/managedVirtualNetworks", "apiVersion": "2018-06-01", "name": "[format('{0}/{1}', parameters('dataFactoryName'), variables('managedVnetName'))]", "properties": {} }, - { + "managedIntegrationRuntime": { "condition": "[not(parameters('enablePublicAccess'))]", "type": "Microsoft.DataFactory/factories/integrationRuntimes", "apiVersion": "2018-06-01", @@ -2384,10 +2504,10 @@ } }, "dependsOn": [ - "[resourceId('Microsoft.DataFactory/factories/managedVirtualNetworks', parameters('dataFactoryName'), variables('managedVnetName'))]" + "managedVirtualNetwork" ] }, - { + "storageManagedPrivateEndpoint": { "condition": "[not(parameters('enablePublicAccess'))]", "type": "Microsoft.DataFactory/factories/managedVirtualNetworks/managedPrivateEndpoints", "apiVersion": "2018-06-01", @@ -2397,14 +2517,15 @@ "groupId": "dfs", "privateLinkResourceId": "[resourceId('Microsoft.Storage/storageAccounts', parameters('storageAccountName'))]", "fqdns": [ - "[reference(resourceId('Microsoft.Storage/storageAccounts', parameters('storageAccountName')), '2022-09-01').primaryEndpoints.dfs]" + "[reference('storageAccount').primaryEndpoints.dfs]" ] }, "dependsOn": [ - "[resourceId('Microsoft.DataFactory/factories/managedVirtualNetworks', parameters('dataFactoryName'), variables('managedVnetName'))]" + "managedVirtualNetwork", + "storageAccount" ] }, - { + "keyVaultManagedPrivateEndpoint": { "condition": "[not(parameters('enablePublicAccess'))]", "type": "Microsoft.DataFactory/factories/managedVirtualNetworks/managedPrivateEndpoints", "apiVersion": "2018-06-01", @@ -2414,14 +2535,15 @@ "groupId": "vault", "privateLinkResourceId": "[resourceId('Microsoft.KeyVault/vaults', parameters('keyVaultName'))]", "fqdns": [ - "[reference(resourceId('Microsoft.KeyVault/vaults', parameters('keyVaultName')), '2023-02-01').vaultUri]" + "[reference('keyVault').vaultUri]" ] }, "dependsOn": [ - "[resourceId('Microsoft.DataFactory/factories/managedVirtualNetworks', parameters('dataFactoryName'), variables('managedVnetName'))]" + "keyVault", + "managedVirtualNetwork" ] }, - { + "dataExplorerManagedPrivateEndpoint": { "condition": "[and(variables('deployDataExplorer'), not(parameters('enablePublicAccess')))]", "type": "Microsoft.DataFactory/factories/managedVirtualNetworks/managedPrivateEndpoints", "apiVersion": "2018-06-01", @@ -2435,17 +2557,17 @@ ] }, "dependsOn": [ - "[resourceId('Microsoft.DataFactory/factories/managedVirtualNetworks', parameters('dataFactoryName'), variables('managedVnetName'))]" + "managedVirtualNetwork" ] }, - { + "triggerManagerIdentity": { "type": "Microsoft.ManagedIdentity/userAssignedIdentities", "apiVersion": "2023-01-31", "name": "[format('{0}_triggerManager', parameters('dataFactoryName'))]", "location": "[parameters('location')]", - "tags": "[union(parameters('tags'), if(contains(parameters('tagsByResource'), 'Microsoft.ManagedIdentity/userAssignedIdentities'), parameters('tagsByResource')['Microsoft.ManagedIdentity/userAssignedIdentities'], createObject()))]" + "tags": "[union(parameters('tags'), coalesce(tryGet(parameters('tagsByResource'), 'Microsoft.ManagedIdentity/userAssignedIdentities'), createObject()))]" }, - { + "triggerManagerRoleAssignments": { "copy": { "name": "triggerManagerRoleAssignments", "count": "[length(variables('autoStartRbacRoles'))]" @@ -2456,14 +2578,14 @@ "name": "[guid(resourceId('Microsoft.DataFactory/factories', parameters('dataFactoryName')), variables('autoStartRbacRoles')[copyIndex()], resourceId('Microsoft.ManagedIdentity/userAssignedIdentities', format('{0}_triggerManager', parameters('dataFactoryName'))))]", "properties": { "roleDefinitionId": "[subscriptionResourceId('Microsoft.Authorization/roleDefinitions', variables('autoStartRbacRoles')[copyIndex()])]", - "principalId": "[reference(resourceId('Microsoft.ManagedIdentity/userAssignedIdentities', format('{0}_triggerManager', parameters('dataFactoryName'))), '2023-01-31').principalId]", + "principalId": "[reference('triggerManagerIdentity').principalId]", "principalType": "ServicePrincipal" }, "dependsOn": [ - "[resourceId('Microsoft.ManagedIdentity/userAssignedIdentities', format('{0}_triggerManager', parameters('dataFactoryName')))]" + "triggerManagerIdentity" ] }, - { + "factoryIdentityStorageRoleAssignments": { "copy": { "name": "factoryIdentityStorageRoleAssignments", "count": "[length(variables('storageRbacRoles'))]" @@ -2474,11 +2596,14 @@ "name": "[guid(resourceId('Microsoft.Storage/storageAccounts', parameters('storageAccountName')), variables('storageRbacRoles')[copyIndex()], resourceId('Microsoft.DataFactory/factories', parameters('dataFactoryName')))]", "properties": { "roleDefinitionId": "[subscriptionResourceId('Microsoft.Authorization/roleDefinitions', variables('storageRbacRoles')[copyIndex()])]", - "principalId": "[reference(resourceId('Microsoft.DataFactory/factories', parameters('dataFactoryName')), '2018-06-01', 'full').identity.principalId]", + "principalId": "[reference('dataFactory', '2018-06-01', 'full').identity.principalId]", "principalType": "ServicePrincipal" - } + }, + "dependsOn": [ + "dataFactory" + ] }, - { + "deleteOldResources": { "type": "Microsoft.Resources/deploymentScripts", "apiVersion": "2020-10-01", "name": "[format('{0}_deleteOldResources', parameters('dataFactoryName'))]", @@ -2490,7 +2615,7 @@ } }, "kind": "AzurePowerShell", - "tags": "[union(parameters('tags'), if(contains(parameters('tagsByResource'), 'Microsoft.Resources/deploymentScripts'), parameters('tagsByResource')['Microsoft.Resources/deploymentScripts'], createObject()))]", + "tags": "[union(parameters('tags'), coalesce(tryGet(parameters('tagsByResource'), 'Microsoft.Resources/deploymentScripts'), createObject()))]", "properties": { "azPowerShellVersion": "8.0", "retentionInterval": "PT1H", @@ -2512,11 +2637,11 @@ ] }, "dependsOn": [ - "[resourceId('Microsoft.ManagedIdentity/userAssignedIdentities', format('{0}_triggerManager', parameters('dataFactoryName')))]", + "triggerManagerIdentity", "triggerManagerRoleAssignments" ] }, - { + "stopTriggers": { "type": "Microsoft.Resources/deploymentScripts", "apiVersion": "2020-10-01", "name": "[format('{0}_stopTriggers', parameters('dataFactoryName'))]", @@ -2555,11 +2680,11 @@ ] }, "dependsOn": [ - "[resourceId('Microsoft.ManagedIdentity/userAssignedIdentities', format('{0}_triggerManager', parameters('dataFactoryName')))]", + "triggerManagerIdentity", "triggerManagerRoleAssignments" ] }, - { + "linkedService_keyVault": { "type": "Microsoft.DataFactory/factories/linkedservices", "apiVersion": "2018-06-01", "name": "[format('{0}/{1}', parameters('dataFactoryName'), parameters('keyVaultName'))]", @@ -2573,10 +2698,10 @@ "connectVia": "[if(parameters('enablePublicAccess'), null(), createObject('referenceName', 'ManagedIntegrationRuntime', 'type', 'IntegrationRuntimeReference'))]" }, "dependsOn": [ - "[resourceId('Microsoft.DataFactory/factories/integrationRuntimes', parameters('dataFactoryName'), 'ManagedIntegrationRuntime')]" + "managedIntegrationRuntime" ] }, - { + "linkedService_storageAccount": { "type": "Microsoft.DataFactory/factories/linkedservices", "apiVersion": "2018-06-01", "name": "[format('{0}/{1}', parameters('dataFactoryName'), parameters('storageAccountName'))]", @@ -2590,10 +2715,10 @@ "connectVia": "[if(parameters('enablePublicAccess'), null(), createObject('referenceName', 'ManagedIntegrationRuntime', 'type', 'IntegrationRuntimeReference'))]" }, "dependsOn": [ - "[resourceId('Microsoft.DataFactory/factories/integrationRuntimes', parameters('dataFactoryName'), 'ManagedIntegrationRuntime')]" + "managedIntegrationRuntime" ] }, - { + "linkedService_dataExplorer": { "condition": "[variables('deployDataExplorer')]", "type": "Microsoft.DataFactory/factories/linkedservices", "apiVersion": "2018-06-01", @@ -2609,16 +2734,17 @@ "typeProperties": { "endpoint": "[parameters('dataExplorerUri')]", "database": "@{linkedService().database}", - "tenant": "[reference(resourceId('Microsoft.DataFactory/factories', parameters('dataFactoryName')), '2018-06-01', 'full').identity.tenantId]", - "servicePrincipalId": "[reference(resourceId('Microsoft.DataFactory/factories', parameters('dataFactoryName')), '2018-06-01', 'full').identity.principalId]" + "tenant": "[reference('dataFactory', '2018-06-01', 'full').identity.tenantId]", + "servicePrincipalId": "[reference('dataFactory', '2018-06-01', 'full').identity.principalId]" }, "connectVia": "[if(parameters('enablePublicAccess'), null(), createObject('referenceName', 'ManagedIntegrationRuntime', 'type', 'IntegrationRuntimeReference'))]" }, "dependsOn": [ - "[resourceId('Microsoft.DataFactory/factories/integrationRuntimes', parameters('dataFactoryName'), 'ManagedIntegrationRuntime')]" + "dataFactory", + "managedIntegrationRuntime" ] }, - { + "linkedService_remoteHubStorage": { "condition": "[not(empty(parameters('remoteHubStorageUri')))]", "type": "Microsoft.DataFactory/factories/linkedservices", "apiVersion": "2018-06-01", @@ -2641,11 +2767,11 @@ "connectVia": "[if(parameters('enablePublicAccess'), null(), createObject('referenceName', 'ManagedIntegrationRuntime', 'type', 'IntegrationRuntimeReference'))]" }, "dependsOn": [ - "[resourceId('Microsoft.DataFactory/factories/linkedservices', parameters('dataFactoryName'), parameters('keyVaultName'))]", - "[resourceId('Microsoft.DataFactory/factories/integrationRuntimes', parameters('dataFactoryName'), 'ManagedIntegrationRuntime')]" + "linkedService_keyVault", + "managedIntegrationRuntime" ] }, - { + "linkedService_ftkRepo": { "type": "Microsoft.DataFactory/factories/linkedservices", "apiVersion": "2018-06-01", "name": "[format('{0}/{1}', parameters('dataFactoryName'), 'ftkRepo')]", @@ -2665,10 +2791,10 @@ "connectVia": "[if(parameters('enablePublicAccess'), null(), createObject('referenceName', 'ManagedIntegrationRuntime', 'type', 'IntegrationRuntimeReference'))]" }, "dependsOn": [ - "[resourceId('Microsoft.DataFactory/factories/integrationRuntimes', parameters('dataFactoryName'), 'ManagedIntegrationRuntime')]" + "managedIntegrationRuntime" ] }, - { + "dataset_config": { "type": "Microsoft.DataFactory/factories/datasets", "apiVersion": "2018-06-01", "name": "[format('{0}/{1}', parameters('dataFactoryName'), variables('safeConfigContainerName'))]", @@ -2693,10 +2819,10 @@ } }, "dependsOn": [ - "[resourceId('Microsoft.DataFactory/factories/linkedservices', parameters('dataFactoryName'), parameters('storageAccountName'))]" + "linkedService_storageAccount" ] }, - { + "dataset_manifest": { "type": "Microsoft.DataFactory/factories/datasets", "apiVersion": "2018-06-01", "name": "[format('{0}/{1}', parameters('dataFactoryName'), 'manifest')]", @@ -2721,10 +2847,10 @@ } }, "dependsOn": [ - "[resourceId('Microsoft.DataFactory/factories/linkedservices', parameters('dataFactoryName'), parameters('storageAccountName'))]" + "linkedService_storageAccount" ] }, - { + "dataset_msexports": { "type": "Microsoft.DataFactory/factories/datasets", "apiVersion": "2018-06-01", "name": "[format('{0}/{1}', parameters('dataFactoryName'), variables('safeExportContainerName'))]", @@ -2757,10 +2883,10 @@ } }, "dependsOn": [ - "[resourceId('Microsoft.DataFactory/factories/linkedservices', parameters('dataFactoryName'), parameters('storageAccountName'))]" + "linkedService_storageAccount" ] }, - { + "dataset_msexports_gzip": { "type": "Microsoft.DataFactory/factories/datasets", "apiVersion": "2018-06-01", "name": "[format('{0}/{1}', parameters('dataFactoryName'), format('{0}_gzip', variables('safeExportContainerName')))]", @@ -2794,10 +2920,10 @@ } }, "dependsOn": [ - "[resourceId('Microsoft.DataFactory/factories/linkedservices', parameters('dataFactoryName'), parameters('storageAccountName'))]" + "linkedService_storageAccount" ] }, - { + "dataset_msexports_parquet": { "type": "Microsoft.DataFactory/factories/datasets", "apiVersion": "2018-06-01", "name": "[format('{0}/{1}', parameters('dataFactoryName'), format('{0}_parquet', variables('safeExportContainerName')))]", @@ -2826,10 +2952,10 @@ } }, "dependsOn": [ - "[resourceId('Microsoft.DataFactory/factories/linkedservices', parameters('dataFactoryName'), parameters('storageAccountName'))]" + "linkedService_storageAccount" ] }, - { + "dataset_ingestion": { "type": "Microsoft.DataFactory/factories/datasets", "apiVersion": "2018-06-01", "name": "[format('{0}/{1}', parameters('dataFactoryName'), variables('safeIngestionContainerName'))]", @@ -2858,11 +2984,11 @@ } }, "dependsOn": [ - "[resourceId('Microsoft.DataFactory/factories/linkedservices', parameters('dataFactoryName'), 'remoteHubStorage')]", - "[resourceId('Microsoft.DataFactory/factories/linkedservices', parameters('dataFactoryName'), parameters('storageAccountName'))]" + "linkedService_remoteHubStorage", + "linkedService_storageAccount" ] }, - { + "dataset_ingestion_files": { "type": "Microsoft.DataFactory/factories/datasets", "apiVersion": "2018-06-01", "name": "[format('{0}/{1}', parameters('dataFactoryName'), format('{0}_files', variables('safeIngestionContainerName')))]", @@ -2891,11 +3017,11 @@ } }, "dependsOn": [ - "[resourceId('Microsoft.DataFactory/factories/linkedservices', parameters('dataFactoryName'), 'remoteHubStorage')]", - "[resourceId('Microsoft.DataFactory/factories/linkedservices', parameters('dataFactoryName'), parameters('storageAccountName'))]" + "linkedService_remoteHubStorage", + "linkedService_storageAccount" ] }, - { + "dataset_dataExplorer": { "condition": "[variables('deployDataExplorer')]", "type": "Microsoft.DataFactory/factories/datasets", "apiVersion": "2018-06-01", @@ -2926,10 +3052,10 @@ } }, "dependsOn": [ - "[resourceId('Microsoft.DataFactory/factories/linkedservices', parameters('dataFactoryName'), variables('hubDataExplorerName'))]" + "linkedService_dataExplorer" ] }, - { + "dataset_ftkReleaseFile": { "type": "Microsoft.DataFactory/factories/datasets", "apiVersion": "2018-06-01", "name": "[format('{0}/{1}', parameters('dataFactoryName'), 'ftkReleaseFile')]", @@ -2965,10 +3091,10 @@ "schema": [] }, "dependsOn": [ - "[resourceId('Microsoft.DataFactory/factories/linkedservices', parameters('dataFactoryName'), 'ftkRepo')]" + "linkedService_ftkRepo" ] }, - { + "trigger_ExportManifestAdded": { "type": "Microsoft.DataFactory/factories/triggers", "apiVersion": "2018-06-01", "name": "[format('{0}/{1}', parameters('dataFactoryName'), variables('exportManifestAddedTriggerName'))]", @@ -2998,11 +3124,11 @@ } }, "dependsOn": [ - "[resourceId('Microsoft.DataFactory/factories/pipelines', parameters('dataFactoryName'), format('{0}_ExecuteETL', variables('safeExportContainerName')))]", - "[resourceId('Microsoft.Resources/deploymentScripts', format('{0}_stopTriggers', parameters('dataFactoryName')))]" + "pipeline_ExecuteExportsETL", + "stopTriggers" ] }, - { + "trigger_IngestionManifestAdded": { "condition": "[variables('deployDataExplorer')]", "type": "Microsoft.DataFactory/factories/triggers", "apiVersion": "2018-06-01", @@ -3032,11 +3158,11 @@ } }, "dependsOn": [ - "[resourceId('Microsoft.DataFactory/factories/pipelines', parameters('dataFactoryName'), format('{0}_ExecuteETL', variables('safeIngestionContainerName')))]", - "[resourceId('Microsoft.Resources/deploymentScripts', format('{0}_stopTriggers', parameters('dataFactoryName')))]" + "pipeline_ExecuteIngestionETL", + "stopTriggers" ] }, - { + "trigger_SettingsUpdated": { "type": "Microsoft.DataFactory/factories/triggers", "apiVersion": "2018-06-01", "name": "[format('{0}/{1}', parameters('dataFactoryName'), variables('updateConfigTriggerName'))]", @@ -3062,11 +3188,11 @@ } }, "dependsOn": [ - "[resourceId('Microsoft.DataFactory/factories/pipelines', parameters('dataFactoryName'), format('{0}_ConfigureExports', variables('safeConfigContainerName')))]", - "[resourceId('Microsoft.Resources/deploymentScripts', format('{0}_stopTriggers', parameters('dataFactoryName')))]" + "pipeline_ConfigureExports", + "stopTriggers" ] }, - { + "trigger_DailySchedule": { "type": "Microsoft.DataFactory/factories/triggers", "apiVersion": "2018-06-01", "name": "[format('{0}/{1}', parameters('dataFactoryName'), variables('dailyTriggerName'))]", @@ -3088,17 +3214,17 @@ "frequency": "Hour", "interval": 24, "startTime": "2023-01-01T01:01:00", - "timeZone": "[reference(resourceId('Microsoft.Resources/deployments', 'azuretimezones'), '2022-09-01').outputs.Timezone.value]" + "timeZone": "[reference('azuretimezones').outputs.Timezone.value]" } } }, "dependsOn": [ - "[resourceId('Microsoft.Resources/deployments', 'azuretimezones')]", - "[resourceId('Microsoft.DataFactory/factories/pipelines', parameters('dataFactoryName'), format('{0}_StartExportProcess', variables('safeConfigContainerName')))]", - "[resourceId('Microsoft.Resources/deploymentScripts', format('{0}_stopTriggers', parameters('dataFactoryName')))]" + "azuretimezones", + "pipeline_StartExportProcess", + "stopTriggers" ] }, - { + "trigger_MonthlySchedule": { "type": "Microsoft.DataFactory/factories/triggers", "apiVersion": "2018-06-01", "name": "[format('{0}/{1}', parameters('dataFactoryName'), variables('monthlyTriggerName'))]", @@ -3120,7 +3246,7 @@ "frequency": "Month", "interval": 1, "startTime": "2023-01-05T01:11:00", - "timeZone": "[reference(resourceId('Microsoft.Resources/deployments', 'azuretimezones'), '2022-09-01').outputs.Timezone.value]", + "timeZone": "[reference('azuretimezones').outputs.Timezone.value]", "schedule": { "monthDays": [ 5, @@ -3131,12 +3257,12 @@ } }, "dependsOn": [ - "[resourceId('Microsoft.Resources/deployments', 'azuretimezones')]", - "[resourceId('Microsoft.DataFactory/factories/pipelines', parameters('dataFactoryName'), format('{0}_StartExportProcess', variables('safeConfigContainerName')))]", - "[resourceId('Microsoft.Resources/deploymentScripts', format('{0}_stopTriggers', parameters('dataFactoryName')))]" + "azuretimezones", + "pipeline_StartExportProcess", + "stopTriggers" ] }, - { + "pipeline_InitializeHub": { "condition": "[variables('deployDataExplorer')]", "type": "Microsoft.DataFactory/factories/pipelines", "apiVersion": "2018-06-01", @@ -3607,14 +3733,14 @@ } }, "dependsOn": [ - "[resourceId('Microsoft.DataFactory/factories/datasets', parameters('dataFactoryName'), variables('safeConfigContainerName'))]", - "[resourceId('Microsoft.DataFactory/factories/linkedservices', parameters('dataFactoryName'), variables('hubDataExplorerName'))]" + "dataset_config", + "linkedService_dataExplorer" ], "metadata": { "description": "Initializes the hub instance based on the configuration settings." } }, - { + "pipeline_StartBackfillProcess": { "type": "Microsoft.DataFactory/factories/pipelines", "apiVersion": "2018-06-01", "name": "[format('{0}/{1}', parameters('dataFactoryName'), format('{0}_StartBackfillProcess', variables('safeConfigContainerName')))]", @@ -3872,14 +3998,14 @@ } }, "dependsOn": [ - "[resourceId('Microsoft.DataFactory/factories/datasets', parameters('dataFactoryName'), variables('safeConfigContainerName'))]", - "[resourceId('Microsoft.DataFactory/factories/pipelines', parameters('dataFactoryName'), format('{0}_RunBackfillJob', variables('safeConfigContainerName')))]" + "dataset_config", + "pipeline_RunBackfillJob" ], "metadata": { "description": "Runs the backfill job for each month based on retention settings." } }, - { + "pipeline_RunBackfillJob": { "type": "Microsoft.DataFactory/factories/pipelines", "apiVersion": "2018-06-01", "name": "[format('{0}/{1}', parameters('dataFactoryName'), format('{0}_RunBackfillJob', variables('safeConfigContainerName')))]", @@ -4121,13 +4247,13 @@ } }, "dependsOn": [ - "[resourceId('Microsoft.DataFactory/factories/datasets', parameters('dataFactoryName'), variables('safeConfigContainerName'))]" + "dataset_config" ], "metadata": { "description": "Creates and triggers exports for all defined scopes for the specified date range." } }, - { + "pipeline_StartExportProcess": { "type": "Microsoft.DataFactory/factories/pipelines", "apiVersion": "2018-06-01", "name": "[format('{0}/{1}', parameters('dataFactoryName'), format('{0}_StartExportProcess', variables('safeConfigContainerName')))]", @@ -4364,14 +4490,14 @@ } }, "dependsOn": [ - "[resourceId('Microsoft.DataFactory/factories/datasets', parameters('dataFactoryName'), variables('safeConfigContainerName'))]", - "[resourceId('Microsoft.DataFactory/factories/pipelines', parameters('dataFactoryName'), format('{0}_RunExportJobs', variables('safeConfigContainerName')))]" + "dataset_config", + "pipeline_RunExportJobs" ], "metadata": { "description": "Gets a list of all Cost Management exports configured for this hub based on the scopes defined in settings.json, then runs each export using the config_RunExportJobs pipeline." } }, - { + "pipeline_RunExportJobs": { "type": "Microsoft.DataFactory/factories/pipelines", "apiVersion": "2018-06-01", "name": "[format('{0}/{1}', parameters('dataFactoryName'), format('{0}_RunExportJobs', variables('safeConfigContainerName')))]", @@ -4413,15 +4539,16 @@ }, "userProperties": [], "typeProperties": { + "method": "POST", "url": { "value": "[format('@{{replace(toLower(concat(variables(''resourceManagementUri''),item().id)), ''com//'', ''com/'')}}/run?api-version={0}', variables('exportApiVersion'))]", "type": "Expression" }, - "method": "POST", "headers": { "x-ms-command-name": "[format('FinOpsToolkit.Hubs.config_RunExportJobs@{0}', variables('ftkVersion'))]", "ClientType": "[format('FinOpsToolkit.Hubs@{0}', variables('ftkVersion'))]" }, + "body": "{}", "authentication": { "type": "MSI", "resource": { @@ -4460,13 +4587,13 @@ } }, "dependsOn": [ - "[resourceId('Microsoft.DataFactory/factories/datasets', parameters('dataFactoryName'), variables('safeConfigContainerName'))]" + "dataset_config" ], "metadata": { "description": "Runs the specified Cost Management exports." } }, - { + "pipeline_ConfigureExports": { "type": "Microsoft.DataFactory/factories/pipelines", "apiVersion": "2018-06-01", "name": "[format('{0}/{1}', parameters('dataFactoryName'), format('{0}_ConfigureExports', variables('safeConfigContainerName')))]", @@ -4764,13 +4891,13 @@ } }, "dependsOn": [ - "[resourceId('Microsoft.DataFactory/factories/datasets', parameters('dataFactoryName'), variables('safeConfigContainerName'))]" + "dataset_config" ], "metadata": { "description": "Creates Cost Management exports for all scopes." } }, - { + "pipeline_ExecuteExportsETL": { "type": "Microsoft.DataFactory/factories/pipelines", "apiVersion": "2018-06-01", "name": "[format('{0}/{1}', parameters('dataFactoryName'), format('{0}_ExecuteETL', variables('safeExportContainerName')))]", @@ -5600,18 +5727,18 @@ ] }, "dependsOn": [ - "[resourceId('Microsoft.DataFactory/factories/datasets', parameters('dataFactoryName'), variables('safeConfigContainerName'))]", - "[resourceId('Microsoft.DataFactory/factories/datasets', parameters('dataFactoryName'), 'manifest')]", - "[resourceId('Microsoft.DataFactory/factories/datasets', parameters('dataFactoryName'), variables('safeExportContainerName'))]", - "[resourceId('Microsoft.DataFactory/factories/datasets', parameters('dataFactoryName'), format('{0}_gzip', variables('safeExportContainerName')))]", - "[resourceId('Microsoft.DataFactory/factories/datasets', parameters('dataFactoryName'), format('{0}_parquet', variables('safeExportContainerName')))]", - "[resourceId('Microsoft.DataFactory/factories/pipelines', parameters('dataFactoryName'), format('{0}_ETL_{1}', variables('safeExportContainerName'), variables('safeIngestionContainerName')))]" + "dataset_config", + "dataset_manifest", + "dataset_msexports", + "dataset_msexports_gzip", + "dataset_msexports_parquet", + "pipeline_ToIngestion" ], "metadata": { "description": "Queues the msexports_ETL_ingestion pipeline." } }, - { + "pipeline_ToIngestion": { "type": "Microsoft.DataFactory/factories/pipelines", "apiVersion": "2018-06-01", "name": "[format('{0}/{1}', parameters('dataFactoryName'), format('{0}_ETL_{1}', variables('safeExportContainerName'), variables('safeIngestionContainerName')))]", @@ -6236,18 +6363,18 @@ "annotations": [] }, "dependsOn": [ - "[resourceId('Microsoft.DataFactory/factories/datasets', parameters('dataFactoryName'), variables('safeConfigContainerName'))]", - "[resourceId('Microsoft.DataFactory/factories/datasets', parameters('dataFactoryName'), variables('safeIngestionContainerName'))]", - "[resourceId('Microsoft.DataFactory/factories/datasets', parameters('dataFactoryName'), format('{0}_files', variables('safeIngestionContainerName')))]", - "[resourceId('Microsoft.DataFactory/factories/datasets', parameters('dataFactoryName'), variables('safeExportContainerName'))]", - "[resourceId('Microsoft.DataFactory/factories/datasets', parameters('dataFactoryName'), format('{0}_gzip', variables('safeExportContainerName')))]", - "[resourceId('Microsoft.DataFactory/factories/datasets', parameters('dataFactoryName'), format('{0}_parquet', variables('safeExportContainerName')))]" + "dataset_config", + "dataset_ingestion", + "dataset_ingestion_files", + "dataset_msexports", + "dataset_msexports_gzip", + "dataset_msexports_parquet" ], "metadata": { "description": "Transforms CSV data to a standard schema and converts to Parquet." } }, - { + "pipeline_ToDataExplorer": { "condition": "[variables('deployDataExplorer')]", "type": "Microsoft.DataFactory/factories/pipelines", "apiVersion": "2018-06-01", @@ -6684,14 +6811,14 @@ "annotations": [] }, "dependsOn": [ - "[resourceId('Microsoft.DataFactory/factories/datasets', parameters('dataFactoryName'), variables('safeConfigContainerName'))]", - "[resourceId('Microsoft.DataFactory/factories/linkedservices', parameters('dataFactoryName'), variables('hubDataExplorerName'))]" + "dataset_config", + "linkedService_dataExplorer" ], "metadata": { "description": "Ingests parquet data into an Azure Data Explorer cluster." } }, - { + "pipeline_ExecuteIngestionETL": { "condition": "[variables('deployDataExplorer')]", "type": "Microsoft.DataFactory/factories/pipelines", "apiVersion": "2018-06-01", @@ -6943,19 +7070,19 @@ ] }, "dependsOn": [ - "[resourceId('Microsoft.DataFactory/factories/datasets', parameters('dataFactoryName'), format('{0}_files', variables('safeIngestionContainerName')))]", - "[resourceId('Microsoft.DataFactory/factories/pipelines', parameters('dataFactoryName'), format('{0}_ETL_dataExplorer', variables('safeIngestionContainerName')))]" + "dataset_ingestion_files", + "pipeline_ToDataExplorer" ], "metadata": { "description": "Queues the ingestion_ETL_dataExplorer pipeline to account for Data Factory pipeline trigger limits." } }, - { + "startTriggers": { "type": "Microsoft.Resources/deploymentScripts", "apiVersion": "2020-10-01", "name": "[format('{0}_startTriggers', parameters('dataFactoryName'))]", "location": "[if(startsWith(parameters('location'), 'china'), 'chinaeast2', parameters('location'))]", - "tags": "[union(parameters('tags'), if(contains(parameters('tagsByResource'), 'Microsoft.Resources/deploymentScripts'), parameters('tagsByResource')['Microsoft.Resources/deploymentScripts'], createObject()))]", + "tags": "[union(parameters('tags'), coalesce(tryGet(parameters('tagsByResource'), 'Microsoft.Resources/deploymentScripts'), createObject()))]", "identity": { "type": "UserAssigned", "userAssignedIdentities": { @@ -6992,17 +7119,17 @@ ] }, "dependsOn": [ - "[resourceId('Microsoft.DataFactory/factories/pipelines', parameters('dataFactoryName'), format('{0}_InitializeHub', variables('safeConfigContainerName')))]", - "[resourceId('Microsoft.DataFactory/factories/triggers', parameters('dataFactoryName'), variables('dailyTriggerName'))]", - "[resourceId('Microsoft.DataFactory/factories/triggers', parameters('dataFactoryName'), variables('exportManifestAddedTriggerName'))]", - "[resourceId('Microsoft.DataFactory/factories/triggers', parameters('dataFactoryName'), variables('ingestionManifestAddedTriggerName'))]", - "[resourceId('Microsoft.DataFactory/factories/triggers', parameters('dataFactoryName'), variables('monthlyTriggerName'))]", - "[resourceId('Microsoft.DataFactory/factories/triggers', parameters('dataFactoryName'), variables('updateConfigTriggerName'))]", - "[resourceId('Microsoft.ManagedIdentity/userAssignedIdentities', format('{0}_triggerManager', parameters('dataFactoryName')))]", + "pipeline_InitializeHub", + "trigger_DailySchedule", + "trigger_ExportManifestAdded", + "trigger_IngestionManifestAdded", + "trigger_MonthlySchedule", + "trigger_SettingsUpdated", + "triggerManagerIdentity", "triggerManagerRoleAssignments" ] }, - { + "azuretimezones": { "type": "Microsoft.Resources/deployments", "apiVersion": "2022-09-01", "name": "azuretimezones", @@ -7022,8 +7149,8 @@ "metadata": { "_generator": { "name": "bicep", - "version": "0.24.24.22086", - "templateHash": "8239930466136045181" + "version": "0.33.93.31351", + "templateHash": "246200639922867735" } }, "parameters": { @@ -7037,9 +7164,11 @@ "timezoneobject": { "type": "object", "defaultValue": { - "australiaeast": "Australian Eastern Standard Time", - "australiasoutheast": "Australian Eastern Standard Time", - "brazilsouth": "Brasil Standard Time", + "australiaeast": "AUS Eastern Standard Time", + "australiacentral": "AUS Eastern Standard Time", + "australiacentral2": "AUS Eastern Standard Time", + "australiasoutheast": "AUS Eastern Standard Time", + "brazilsouth": "E. South America Standard Time", "canadacentral": "Central Standard Time", "canadaeast": "Eastern Standard Time", "centralindia": "India Standard Time", @@ -7047,26 +7176,26 @@ "eastasia": "China Standard Time", "eastus": "Eastern Standard Time", "eastus2": "Eastern Standard Time", - "francecentral": "Central European Time", - "germanynorth": "Central European Time", - "germanywestcentral": "Central European Time", + "francecentral": "W. Europe Standard Time", + "germanynorth": "W. Europe Standard Time", + "germanywestcentral": "W. Europe Standard Time", "japaneast": "Japan Standard Time", "japanwest": "Japan Standard Time", "koreacentral": "Korea Standard Time", "koreasouth": "Korea Standard Time", "northcentralus": "Central Standard Time", - "northeurope": "Central European Time", - "norwayeast": "Central European Time", - "norwaywest": "Central European Time", + "northeurope": "GMT Standard Time", + "norwayeast": "W. Europe Standard Time", + "norwaywest": "W. Europe Standard Time", "southcentralus": "Central Standard Time", "southindia": "India Standard Time", "southeastasia": "Singapore Standard Time", - "switzerlandnorth": "Central European Time", - "switzerlandwest": "Central European Time", - "uksouth": "Greenwich Mean Time", - "ukwest": "Greenwich Mean Time", + "switzerlandnorth": "W. Europe Standard Time", + "switzerlandwest": "W. Europe Standard Time", + "uksouth": "GMT Standard Time", + "ukwest": "GMT Standard Time", "westcentralus": "Central Standard Time", - "westeurope": "Central European Time", + "westeurope": "W. Europe Standard Time", "westindia": "India Standard Time", "westus": "Pacific Standard Time", "westus2": "Pacific Standard Time" @@ -7115,7 +7244,7 @@ } } }, - { + "getStoragePrivateEndpointConnections": { "condition": "[not(parameters('enablePublicAccess'))]", "type": "Microsoft.Resources/deployments", "apiVersion": "2022-09-01", @@ -7136,8 +7265,8 @@ "metadata": { "_generator": { "name": "bicep", - "version": "0.24.24.22086", - "templateHash": "7643328362319067965" + "version": "0.33.93.31351", + "templateHash": "6596647335910944068" } }, "parameters": { @@ -7183,10 +7312,10 @@ } }, "dependsOn": [ - "[resourceId('Microsoft.DataFactory/factories/managedVirtualNetworks/managedPrivateEndpoints', parameters('dataFactoryName'), variables('managedVnetName'), parameters('storageAccountName'))]" + "storageManagedPrivateEndpoint" ] }, - { + "approveStoragePrivateEndpointConnections": { "condition": "[not(parameters('enablePublicAccess'))]", "type": "Microsoft.Resources/deployments", "apiVersion": "2022-09-01", @@ -7201,7 +7330,7 @@ "value": "[parameters('storageAccountName')]" }, "privateEndpointConnections": { - "value": "[reference(resourceId('Microsoft.Resources/deployments', 'GetStoragePrivateEndpointConnections'), '2022-09-01').outputs.privateEndpointConnections.value]" + "value": "[reference('getStoragePrivateEndpointConnections').outputs.privateEndpointConnections.value]" } }, "template": { @@ -7210,8 +7339,8 @@ "metadata": { "_generator": { "name": "bicep", - "version": "0.24.24.22086", - "templateHash": "7643328362319067965" + "version": "0.33.93.31351", + "templateHash": "6596647335910944068" } }, "parameters": { @@ -7257,10 +7386,10 @@ } }, "dependsOn": [ - "[resourceId('Microsoft.Resources/deployments', 'GetStoragePrivateEndpointConnections')]" + "getStoragePrivateEndpointConnections" ] }, - { + "getKeyVaultPrivateEndpointConnections": { "condition": "[not(parameters('enablePublicAccess'))]", "type": "Microsoft.Resources/deployments", "apiVersion": "2022-09-01", @@ -7281,8 +7410,8 @@ "metadata": { "_generator": { "name": "bicep", - "version": "0.24.24.22086", - "templateHash": "16000160238296855001" + "version": "0.33.93.31351", + "templateHash": "1305728532573520518" } }, "parameters": { @@ -7327,10 +7456,10 @@ } }, "dependsOn": [ - "[resourceId('Microsoft.DataFactory/factories/managedVirtualNetworks/managedPrivateEndpoints', parameters('dataFactoryName'), variables('managedVnetName'), parameters('keyVaultName'))]" + "keyVaultManagedPrivateEndpoint" ] }, - { + "approveKeyVaultPrivateEndpointConnections": { "condition": "[not(parameters('enablePublicAccess'))]", "type": "Microsoft.Resources/deployments", "apiVersion": "2022-09-01", @@ -7345,7 +7474,7 @@ "value": "[parameters('keyVaultName')]" }, "privateEndpointConnections": { - "value": "[reference(resourceId('Microsoft.Resources/deployments', 'GetKeyVaultPrivateEndpointConnections'), '2022-09-01').outputs.privateEndpointConnections.value]" + "value": "[reference('getKeyVaultPrivateEndpointConnections').outputs.privateEndpointConnections.value]" } }, "template": { @@ -7354,8 +7483,8 @@ "metadata": { "_generator": { "name": "bicep", - "version": "0.24.24.22086", - "templateHash": "16000160238296855001" + "version": "0.33.93.31351", + "templateHash": "1305728532573520518" } }, "parameters": { @@ -7400,10 +7529,10 @@ } }, "dependsOn": [ - "[resourceId('Microsoft.Resources/deployments', 'GetKeyVaultPrivateEndpointConnections')]" + "getKeyVaultPrivateEndpointConnections" ] }, - { + "getDataExplorerPrivateEndpointConnections": { "condition": "[and(variables('deployDataExplorer'), not(parameters('enablePublicAccess')))]", "type": "Microsoft.Resources/deployments", "apiVersion": "2022-09-01", @@ -7424,8 +7553,8 @@ "metadata": { "_generator": { "name": "bicep", - "version": "0.24.24.22086", - "templateHash": "11613917961554262427" + "version": "0.33.93.31351", + "templateHash": "12156003319680015068" } }, "parameters": { @@ -7470,10 +7599,10 @@ } }, "dependsOn": [ - "[resourceId('Microsoft.DataFactory/factories/managedVirtualNetworks/managedPrivateEndpoints', parameters('dataFactoryName'), variables('managedVnetName'), variables('hubDataExplorerName'))]" + "dataExplorerManagedPrivateEndpoint" ] }, - { + "approveDataExplorerPrivateEndpointConnections": { "condition": "[and(variables('deployDataExplorer'), not(parameters('enablePublicAccess')))]", "type": "Microsoft.Resources/deployments", "apiVersion": "2022-09-01", @@ -7488,7 +7617,7 @@ "value": "[parameters('dataExplorerName')]" }, "privateEndpointConnections": { - "value": "[reference(resourceId('Microsoft.Resources/deployments', 'GetDataExplorerPrivateEndpointConnections'), '2022-09-01').outputs.privateEndpointConnections.value]" + "value": "[reference('getDataExplorerPrivateEndpointConnections').outputs.privateEndpointConnections.value]" } }, "template": { @@ -7497,8 +7626,8 @@ "metadata": { "_generator": { "name": "bicep", - "version": "0.24.24.22086", - "templateHash": "11613917961554262427" + "version": "0.33.93.31351", + "templateHash": "12156003319680015068" } }, "parameters": { @@ -7543,10 +7672,10 @@ } }, "dependsOn": [ - "[resourceId('Microsoft.Resources/deployments', 'GetDataExplorerPrivateEndpointConnections')]" + "getDataExplorerPrivateEndpointConnections" ] } - ], + }, "outputs": { "resourceId": { "type": "string", @@ -7566,13 +7695,13 @@ } }, "dependsOn": [ - "[resourceId('Microsoft.Resources/deployments', 'dataExplorer')]", - "[resourceId('Microsoft.DataFactory/factories', variables('dataFactoryName'))]", - "[resourceId('Microsoft.Resources/deployments', 'keyVault')]", - "[resourceId('Microsoft.Resources/deployments', 'storage')]" + "dataExplorer", + "dataFactory", + "keyVault", + "storage" ] }, - { + "keyVault": { "type": "Microsoft.Resources/deployments", "apiVersion": "2022-09-01", "name": "keyVault", @@ -7600,16 +7729,15 @@ "storageAccountKey": { "value": "[parameters('remoteHubStorageKey')]" }, - "virtualNetworkId": { - "value": "[reference(resourceId('Microsoft.Resources/deployments', 'vnet'), '2022-09-01').outputs.vNetId.value]" - }, - "privateEndpointSubnetId": { - "value": "[reference(resourceId('Microsoft.Resources/deployments', 'vnet'), '2022-09-01').outputs.finopsHubSubnetId.value]" + "enablePublicAccess": { + "value": "[parameters('enablePublicAccess')]" }, + "virtualNetworkId": "[if(parameters('enablePublicAccess'), createObject('value', ''), createObject('value', reference('vnet').outputs.vNetId.value))]", + "privateEndpointSubnetId": "[if(parameters('enablePublicAccess'), createObject('value', ''), createObject('value', reference('vnet').outputs.finopsHubSubnetId.value))]", "accessPolicies": { "value": [ { - "objectId": "[reference(resourceId('Microsoft.DataFactory/factories', variables('dataFactoryName')), '2018-06-01', 'full').identity.principalId]", + "objectId": "[reference('dataFactory', '2018-06-01', 'full').identity.principalId]", "tenantId": "[subscription().tenantId]", "permissions": { "secrets": [ @@ -7626,8 +7754,8 @@ "metadata": { "_generator": { "name": "bicep", - "version": "0.24.24.22086", - "templateHash": "1467534751337746235" + "version": "0.33.93.31351", + "templateHash": "1357795720924997394" } }, "parameters": { @@ -7699,6 +7827,12 @@ "metadata": { "description": "Required. Resource ID of the subnet for private endpoints." } + }, + "enablePublicAccess": { + "type": "bool", + "metadata": { + "description": "Optional. Enable public access to the data lake. Default: false." + } } }, "variables": { @@ -7707,10 +7841,10 @@ "name": "formattedAccessPolicies", "count": "[length(parameters('accessPolicies'))]", "input": { - "applicationId": "[if(contains(parameters('accessPolicies')[copyIndex('formattedAccessPolicies')], 'applicationId'), parameters('accessPolicies')[copyIndex('formattedAccessPolicies')].applicationId, '')]", - "objectId": "[if(contains(parameters('accessPolicies')[copyIndex('formattedAccessPolicies')], 'objectId'), parameters('accessPolicies')[copyIndex('formattedAccessPolicies')].objectId, '')]", + "applicationId": "[coalesce(tryGet(parameters('accessPolicies')[copyIndex('formattedAccessPolicies')], 'applicationId'), '')]", + "objectId": "[coalesce(tryGet(parameters('accessPolicies')[copyIndex('formattedAccessPolicies')], 'objectId'), '')]", "permissions": "[parameters('accessPolicies')[copyIndex('formattedAccessPolicies')].permissions]", - "tenantId": "[if(contains(parameters('accessPolicies')[copyIndex('formattedAccessPolicies')], 'tenantId'), parameters('accessPolicies')[copyIndex('formattedAccessPolicies')].tenantId, tenant().tenantId)]" + "tenantId": "[coalesce(tryGet(parameters('accessPolicies')[copyIndex('formattedAccessPolicies')], 'tenantId'), tenant().tenantId)]" } } ], @@ -7726,7 +7860,7 @@ "apiVersion": "2023-02-01", "name": "[variables('keyVaultName')]", "location": "[parameters('location')]", - "tags": "[union(parameters('tags'), if(contains(parameters('tagsByResource'), 'Microsoft.KeyVault/vaults'), parameters('tagsByResource')['Microsoft.KeyVault/vaults'], createObject()))]", + "tags": "[union(parameters('tags'), coalesce(tryGet(parameters('tagsByResource'), 'Microsoft.KeyVault/vaults'), createObject()))]", "properties": { "enabledForDeployment": true, "enabledForTemplateDeployment": true, @@ -7743,7 +7877,7 @@ }, "networkAcls": { "bypass": "AzureServices", - "defaultAction": "Deny" + "defaultAction": "[if(parameters('enablePublicAccess'), 'Allow', 'Deny')]" } } }, @@ -7777,19 +7911,21 @@ ] }, { + "condition": "[not(parameters('enablePublicAccess'))]", "type": "Microsoft.Network/privateDnsZones", "apiVersion": "2024-06-01", "name": "[variables('keyVaultPrivateDnsZoneName')]", "location": "global", - "tags": "[union(parameters('tags'), if(contains(parameters('tagsByResource'), 'Microsoft.KeyVault/privateDnsZones'), parameters('tagsByResource')['Microsoft.KeyVault/privateDnsZones'], createObject()))]", + "tags": "[union(parameters('tags'), coalesce(tryGet(parameters('tagsByResource'), 'Microsoft.KeyVault/privateDnsZones'), createObject()))]", "properties": {} }, { + "condition": "[not(parameters('enablePublicAccess'))]", "type": "Microsoft.Network/privateDnsZones/virtualNetworkLinks", "apiVersion": "2024-06-01", "name": "[format('{0}/{1}', variables('keyVaultPrivateDnsZoneName'), format('{0}-link', replace(variables('keyVaultPrivateDnsZoneName'), '.', '-')))]", "location": "global", - "tags": "[union(parameters('tags'), if(contains(parameters('tagsByResource'), 'Microsoft.Network/privateDnsZones/virtualNetworkLinks'), parameters('tagsByResource')['Microsoft.Network/privateDnsZones/virtualNetworkLinks'], createObject()))]", + "tags": "[union(parameters('tags'), coalesce(tryGet(parameters('tagsByResource'), 'Microsoft.Network/privateDnsZones/virtualNetworkLinks'), createObject()))]", "properties": { "virtualNetwork": { "id": "[parameters('virtualNetworkId')]" @@ -7801,11 +7937,12 @@ ] }, { + "condition": "[not(parameters('enablePublicAccess'))]", "type": "Microsoft.Network/privateEndpoints", "apiVersion": "2023-11-01", "name": "[format('{0}-ep', variables('keyVaultName'))]", "location": "[parameters('location')]", - "tags": "[union(parameters('tags'), if(contains(parameters('tagsByResource'), 'Microsoft.Network/privateEndpoints'), parameters('tagsByResource')['Microsoft.Network/privateEndpoints'], createObject()))]", + "tags": "[union(parameters('tags'), coalesce(tryGet(parameters('tagsByResource'), 'Microsoft.Network/privateEndpoints'), createObject()))]", "properties": { "subnet": { "id": "[parameters('privateEndpointSubnetId')]" @@ -7827,6 +7964,7 @@ ] }, { + "condition": "[not(parameters('enablePublicAccess'))]", "type": "Microsoft.Network/privateEndpoints/privateDnsZoneGroups", "apiVersion": "2023-11-01", "name": "[format('{0}/{1}', format('{0}-ep', variables('keyVaultName')), 'keyvault-endpoint-zone')]", @@ -7872,11 +8010,11 @@ } }, "dependsOn": [ - "[resourceId('Microsoft.DataFactory/factories', variables('dataFactoryName'))]", - "[resourceId('Microsoft.Resources/deployments', 'vnet')]" + "dataFactory", + "vnet" ] } - ], + }, "outputs": { "name": { "type": "string", @@ -7892,7 +8030,7 @@ }, "value": "[parameters('location')]" }, - "dataFactorytName": { + "dataFactoryName": { "type": "string", "metadata": { "description": "Name of the Data Factory." @@ -7904,56 +8042,56 @@ "metadata": { "description": "Resource ID of the storage account created for the hub instance. This must be used when creating the Cost Management export." }, - "value": "[reference(resourceId('Microsoft.Resources/deployments', 'storage'), '2022-09-01').outputs.resourceId.value]" + "value": "[reference('storage').outputs.resourceId.value]" }, "storageAccountName": { "type": "string", "metadata": { "description": "Name of the storage account created for the hub instance. This must be used when connecting FinOps toolkit Power BI reports to your data." }, - "value": "[reference(resourceId('Microsoft.Resources/deployments', 'storage'), '2022-09-01').outputs.name.value]" + "value": "[reference('storage').outputs.name.value]" }, "storageUrlForPowerBI": { "type": "string", "metadata": { "description": "URL to use when connecting custom Power BI reports to your data." }, - "value": "[format('https://{0}.dfs.{1}/{2}', reference(resourceId('Microsoft.Resources/deployments', 'storage'), '2022-09-01').outputs.name.value, environment().suffixes.storage, reference(resourceId('Microsoft.Resources/deployments', 'storage'), '2022-09-01').outputs.ingestionContainer.value)]" + "value": "[format('https://{0}.dfs.{1}/{2}', reference('storage').outputs.name.value, environment().suffixes.storage, reference('storage').outputs.ingestionContainer.value)]" }, "clusterId": { "type": "string", "metadata": { "description": "The resource ID of the Data Explorer cluster." }, - "value": "[if(not(variables('deployDataExplorer')), '', reference(resourceId('Microsoft.Resources/deployments', 'dataExplorer'), '2022-09-01').outputs.clusterId.value)]" + "value": "[if(not(variables('deployDataExplorer')), '', reference('dataExplorer').outputs.clusterId.value)]" }, "clusterUri": { "type": "string", "metadata": { "description": "The URI of the Data Explorer cluster." }, - "value": "[if(not(variables('deployDataExplorer')), '', reference(resourceId('Microsoft.Resources/deployments', 'dataExplorer'), '2022-09-01').outputs.clusterUri.value)]" + "value": "[if(not(variables('deployDataExplorer')), '', reference('dataExplorer').outputs.clusterUri.value)]" }, "ingestionDbName": { "type": "string", "metadata": { "description": "The name of the Data Explorer database used for ingesting data." }, - "value": "[if(not(variables('deployDataExplorer')), '', reference(resourceId('Microsoft.Resources/deployments', 'dataExplorer'), '2022-09-01').outputs.ingestionDbName.value)]" + "value": "[if(not(variables('deployDataExplorer')), '', reference('dataExplorer').outputs.ingestionDbName.value)]" }, "hubDbName": { "type": "string", "metadata": { "description": "The name of the Data Explorer database used for querying data." }, - "value": "[if(not(variables('deployDataExplorer')), '', reference(resourceId('Microsoft.Resources/deployments', 'dataExplorer'), '2022-09-01').outputs.hubDbName.value)]" + "value": "[if(not(variables('deployDataExplorer')), '', reference('dataExplorer').outputs.hubDbName.value)]" }, "managedIdentityId": { "type": "string", "metadata": { "description": "Object ID of the Data Factory managed identity. This will be needed when configuring managed exports." }, - "value": "[reference(resourceId('Microsoft.DataFactory/factories', variables('dataFactoryName')), '2018-06-01', 'full').identity.principalId]" + "value": "[reference('dataFactory', '2018-06-01', 'full').identity.principalId]" }, "managedIdentityTenantId": { "type": "string", @@ -7982,12 +8120,12 @@ }, "value": "[parameters('location')]" }, - "dataFactorytName": { + "dataFactoryName": { "type": "string", "metadata": { "description": "Name of the Data Factory." }, - "value": "[reference(resourceId('Microsoft.Resources/deployments', 'hub'), '2022-09-01').outputs.dataFactorytName.value]" + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'hub'), '2022-09-01').outputs.dataFactoryName.value]" }, "storageAccountId": { "type": "string", diff --git a/docs/deploy/finops-workbooks-0.8.json b/docs/deploy/finops-workbooks-0.8.json new file mode 100644 index 000000000..a55d7e08f --- /dev/null +++ b/docs/deploy/finops-workbooks-0.8.json @@ -0,0 +1,20933 @@ +{ + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.93.31351", + "templateHash": "12338140091055370020" + } + }, + "parameters": { + "displayNamePrefix": { + "type": "string", + "defaultValue": "FinOps", + "metadata": { + "description": "Optional. Display name prefix to use for all workbooks. Default: \"FinOps\"." + } + }, + "includeOptimization": { + "type": "bool", + "defaultValue": true, + "metadata": { + "description": "Optional. Indicates whether to deploy the optimization workbook. Default: true." + } + }, + "includeGovernance": { + "type": "bool", + "defaultValue": true, + "metadata": { + "description": "Optional. Indicates whether to deploy the governance workbook. Default: true." + } + }, + "location": { + "type": "string", + "defaultValue": "[resourceGroup().location]", + "metadata": { + "description": "Optional. Location of the resources. Default: Same as deployment. See https://aka.ms/azureregions." + } + }, + "tags": { + "type": "object", + "defaultValue": {}, + "metadata": { + "description": "Optional. Tags for all resources." + } + }, + "tagsByResource": { + "type": "object", + "defaultValue": {}, + "metadata": { + "description": "Optional. Tags to apply to resources based on their resource type. Resource type specific tags will be merged with tags for all resources." + } + }, + "enableDefaultTelemetry": { + "type": "bool", + "defaultValue": true, + "metadata": { + "description": "Optional. Enable telemetry to track anonymous module usage trends, monitor for bugs, and improve future releases." + } + } + }, + "variables": { + "telemetryId": "00f120b5-2007-6120-0000-a7730126b006", + "finOpsToolkitVersion": "0.8", + "resourceTags": "[union(parameters('tags'), coalesce(tryGet(parameters('tagsByResource'), 'Microsoft.Insights/workbooks'), createObject()), createObject('ftk-version', variables('finOpsToolkitVersion'), 'ftk-tool', 'FinOps workbooks'))]" + }, + "resources": [ + { + "condition": "[parameters('enableDefaultTelemetry')]", + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "[format('pid-{0}-{1}', variables('telemetryId'), uniqueString(deployment().name, parameters('location')))]", + "properties": { + "mode": "Incremental", + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "FinOps toolkit", + "version": "[variables('finOpsToolkitVersion')]" + } + }, + "resources": [] + } + } + }, + { + "condition": "[parameters('includeOptimization')]", + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "[format('{0}-Optimization', parameters('displayNamePrefix'))]", + "properties": { + "expressionEvaluationOptions": { + "scope": "inner" + }, + "mode": "Incremental", + "parameters": { + "displayName": { + "value": "[format('{0} - Optimization', parameters('displayNamePrefix'))]" + }, + "location": { + "value": "[parameters('location')]" + }, + "tags": { + "value": "[variables('resourceTags')]" + }, + "enableDefaultTelemetry": { + "value": false + } + }, + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.93.31351", + "templateHash": "10544991197071991923" + } + }, + "parameters": { + "displayName": { + "type": "string", + "defaultValue": "Cost optimization", + "metadata": { + "description": "Optional. Display name for the workbook used in the Gallery. Must be unique in the resource group." + } + }, + "location": { + "type": "string", + "defaultValue": "[resourceGroup().location]", + "metadata": { + "description": "Optional. Location of the resources. Default: Same as deployment. See https://aka.ms/azureregions." + } + }, + "description": { + "type": "string", + "defaultValue": "Reports to help you optimize your cost.", + "metadata": { + "description": "Optional. Workbook description." + } + }, + "tags": { + "type": "object", + "defaultValue": {}, + "metadata": { + "description": "Optional. Tags for all resources." + } + }, + "enableDefaultTelemetry": { + "type": "bool", + "defaultValue": true, + "metadata": { + "description": "Optional. Enable telemetry to track anonymous module usage trends, monitor for bugs, and improve future releases." + } + } + }, + "variables": { + "$fxv#0": { + "version": "Notebook/1.0", + "items": [ + { + "type": 11, + "content": { + "version": "LinkItem/1.0", + "style": "tabs", + "links": [ + { + "id": "ca40468d-4518-43bf-ac6e-0a11d7331e12", + "cellValue": "SelectedTab", + "linkTarget": "parameter", + "linkLabel": "Overview", + "subTarget": "Welcome", + "style": "link" + }, + { + "id": "f280fc2a-f42a-42a4-ad4b-be37ab3e8b48", + "cellValue": "SelectedTab", + "linkTarget": "parameter", + "linkLabel": "Rate optimization", + "subTarget": "RateOptimization", + "style": "link" + }, + { + "id": "26b3c7ef-1a00-4a3f-a773-677f00db9343", + "cellValue": "SelectedTab", + "linkTarget": "parameter", + "linkLabel": "Usage optimization", + "subTarget": "UsageOptimization", + "style": "link" + } + ] + }, + "name": "links - MainTabs" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 11, + "content": { + "version": "LinkItem/1.0", + "style": "tabs", + "links": [ + { + "id": "28fdc6e9-2946-4016-8e75-b812ff8f853d", + "cellValue": "SelectedRateOptimizationTab", + "linkTarget": "parameter", + "linkLabel": "Compute", + "subTarget": "Compute", + "style": "link" + }, + { + "id": "4e0a0d2d-1d61-4d04-a35d-93e38d1bac29", + "cellValue": "SelectedRateOptimizationTab", + "linkTarget": "parameter", + "linkLabel": "Storage", + "subTarget": "Storage", + "style": "link" + }, + { + "id": "22d04714-50f4-4d72-baec-e8ccddddc7f3", + "cellValue": "SelectedRateOptimizationTab", + "linkTarget": "parameter", + "linkLabel": "Networking", + "subTarget": "Networking", + "style": "link" + }, + { + "id": "eaedbb0e-e895-4940-80ad-f743c3ab1041", + "cellValue": "SelectedRateOptimizationTab", + "linkTarget": "parameter", + "linkLabel": "Top 10 services", + "subTarget": "Top10Services", + "style": "link" + } + ] + }, + "name": "links - UsageOptimization tabs" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "parameters": [ + { + "id": "51aa3a9b-14e0-4c22-a60d-abdbf8813f00", + "version": "KqlParameterItem/1.0", + "name": "Subscription", + "type": 6, + "isRequired": true, + "multiSelect": true, + "quote": "'", + "delimiter": ",", + "typeSettings": { + "additionalResourceOptions": [ + "value::all" + ], + "includeAll": false, + "showDefault": false + }, + "timeContext": { + "durationMs": 86400000 + }, + "defaultValue": "value::all", + "label": " Subscription", + "value": [ + "value::all" + ] + }, + { + "id": "f342a111-002a-47fd-807f-0d4ccac0618a", + "version": "KqlParameterItem/1.0", + "name": "ResourceGroup", + "label": "Resource Group", + "type": 2, + "isRequired": true, + "multiSelect": true, + "quote": "'", + "delimiter": ",", + "query": "resources\r\n| distinct resourceGroup", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [ + "value::all" + ], + "showDefault": false + }, + "defaultValue": "value::all", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + }, + { + "id": "2336f06b-ddaa-4a9e-b72f-a2bec1ea84a9", + "version": "KqlParameterItem/1.0", + "name": "SingleSubHidden", + "type": 1, + "isRequired": true, + "query": "resourcecontainers\r\n| where type==\"microsoft.resources/subscriptions\"\r\n| take 1\r\n| project subscriptionId", + "crossComponentResources": [ + "{Subscription}" + ], + "isHiddenWhenLocked": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "label": "Hidden Subscription" + }, + { + "id": "d6776ffe-e4f6-4c08-8f9e-a2fe2b3b6634", + "version": "KqlParameterItem/1.0", + "name": "TagName", + "type": 2, + "query": "Resources\r\n| where tags != '' and tags != '[]'\r\n| mvexpand tags\r\n| extend tagName = tostring(bag_keys(tags)[0])\r\n| distinct tagName\r\n| sort by tagName asc", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [] + }, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "value": null, + "label": "Tag Name" + }, + { + "id": "f73dc4a1-ef8b-45c5-a30b-a11bb077a3cc", + "version": "KqlParameterItem/1.0", + "name": "TagValue", + "type": 2, + "query": "Resources\r\n| mvexpand tags\r\n| extend tagName = tostring(bag_keys(tags)[0])\r\n| extend tagValue = tostring(tags[tagName])\r\n| where tags != '' and tags != '[]' and tostring(bag_keys(tags)[0]) == '{TagName}'\r\n| distinct tagValue\r\n| sort by tagValue asc", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [] + }, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "value": null, + "label": "Tag Value" + } + ], + "style": "pills", + "queryType": 0, + "resourceType": "microsoft.resourcegraph/resources" + }, + "customWidth": "75", + "conditionalVisibility": { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "UsageOptimization" + }, + "name": "parameters - Filters" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "template", + "loadFromTemplateId": "", + "items": [ + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "crossComponentResources": [ + "{Subscription}" + ], + "parameters": [ + { + "id": "37ceb1c3-3930-4689-a90b-22f26e42bd81", + "version": "KqlParameterItem/1.0", + "name": "Subscription", + "type": 6, + "isRequired": true, + "multiSelect": true, + "quote": "'", + "delimiter": ",", + "typeSettings": { + "additionalResourceOptions": [ + "value::all" + ], + "includeAll": false, + "showDefault": false + }, + "timeContext": { + "durationMs": 86400000 + }, + "defaultValue": "value::all", + "label": " Subscription" + }, + { + "id": "08f5fe68-c2e3-4882-9300-b3e33f572dfe", + "version": "KqlParameterItem/1.0", + "name": "ResourceGroup", + "label": "Resource Group", + "type": 2, + "isRequired": true, + "multiSelect": true, + "quote": "'", + "delimiter": ",", + "query": "resources\r\n| distinct resourceGroup", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [ + "value::all" + ], + "showDefault": false + }, + "defaultValue": "value::all", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + }, + { + "id": "4fea3013-df84-4930-a453-8a6bd0375130", + "version": "KqlParameterItem/1.0", + "name": "SingleSubHidden", + "type": 1, + "isRequired": true, + "query": "resourcecontainers\r\n| where type==\"microsoft.resources/subscriptions\"\r\n| take 1\r\n| project subscriptionId", + "crossComponentResources": [ + "{Subscription}" + ], + "isHiddenWhenLocked": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "label": "Hidden Subscription" + }, + { + "id": "8412f39d-ee67-4979-b887-47463b8848c2", + "version": "KqlParameterItem/1.0", + "name": "TagName", + "type": 2, + "query": "Resources\r\n| where tags != '' and tags != '[]'\r\n| mvexpand tags\r\n| extend tagName = tostring(bag_keys(tags)[0])\r\n| distinct tagName\r\n| sort by tagName asc", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [] + }, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "value": null, + "label": "Tag Name" + }, + { + "id": "50c68f38-13a0-4aff-a259-4426c83b7cc0", + "version": "KqlParameterItem/1.0", + "name": "TagValue", + "type": 2, + "query": "Resources\r\n| mvexpand tags\r\n| extend tagName = tostring(bag_keys(tags)[0])\r\n| extend tagValue = tostring(tags[tagName])\r\n| where tags != '' and tags != '[]' and tostring(bag_keys(tags)[0]) == '{TagName}'\r\n| distinct tagValue\r\n| sort by tagValue asc", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [] + }, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "value": null, + "label": "Tag Value" + } + ], + "style": "pills", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + }, + "customWidth": "75", + "conditionalVisibilities": [ + { + "parameterName": "SelectedTab", + "comparison": "isNotEqualTo", + "value": "CostInformation" + }, + { + "parameterName": "SelectedTab", + "comparison": "isNotEqualTo", + "value": "Welcome" + } + ], + "name": "parameters - Filters" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "crossComponentResources": [ + "{Subscription}" + ], + "parameters": [ + { + "id": "eae8a0d2-14e6-4cd1-a2d2-fd6b207cf517", + "version": "KqlParameterItem/1.0", + "name": "Location", + "type": 2, + "query": "Resources\r\n| where type =~ 'Microsoft.Compute/virtualMachines'\r\n| project name, location\r\n| summarize count () by location\r\n| project location", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [ + "value::1" + ] + }, + "timeContext": { + "durationMs": 86400000 + }, + "defaultValue": "value::1", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "label": "Resource Location" + } + ], + "style": "pills", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + }, + "customWidth": "25", + "conditionalVisibility": { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "AHB" + }, + "name": "parameters - location" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "crossComponentResources": [ + "{Subscription}" + ], + "parameters": [ + { + "id": "eae8a0d2-14e6-4cd1-a2d2-fd6b207cf517", + "version": "KqlParameterItem/1.0", + "name": "Location", + "type": 2, + "query": "Resources\r\n| where type =~ 'Microsoft.Compute/virtualMachines'\r\n| project name, location\r\n| summarize count () by location\r\n| project location", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [ + "value::1" + ] + }, + "timeContext": { + "durationMs": 86400000 + }, + "defaultValue": "value::1", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "label": "Resource Location" + } + ], + "style": "pills", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + }, + "customWidth": "25", + "conditionalVisibility": { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "AHB" + }, + "name": "parameters - location" + }, + { + "type": 11, + "content": { + "version": "LinkItem/1.0", + "style": "tabs", + "links": [ + { + "id": "6d563f46-7150-458c-9ee4-0558abe8e29b", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "Azure App Service", + "subTarget": "webapp", + "style": "link" + }, + { + "id": "dbe9a7fb-6ab1-4de1-a98b-4ec8a9af906c", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "Azure Kubernetes Service", + "subTarget": "AKS", + "style": "link" + }, + { + "id": "0211f413-9f36-4750-9ef2-d382ba30ba6c", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "Azure Synapse", + "subTarget": "Synapse", + "preText": "VM", + "style": "link" + }, + { + "id": "820d600c-8ab3-4622-ba5a-52f60574d111", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "Monitoring", + "subTarget": "Monitoring", + "style": "link" + } + ] + }, + "name": "links - Storage" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 1, + "content": { + "json": "# Synapse\r\nA Synapse Workspace is considered unused if it doesn't have any SQL pools attached to it\r\n", + "style": "upsell" + }, + "name": "Synapse" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "Resources\r\n| where type =~ 'Microsoft.Synapse/workspaces'\r\n| join kind=leftouter (\r\n Resources\r\n | where type =~ 'Microsoft.Synapse/workspaces/sqlPools'\r\n | extend SynapseWorkspaceResourceId = substring(id, 0, indexof(id, '/sqlPools/'))\r\n | summarize sqlpoolCount = count() by SynapseWorkspaceResourceId\r\n) on $left.id == $right.SynapseWorkspaceResourceId\r\n| join kind=leftouter (\r\n Resources\r\n | where type =~ 'Microsoft.Synapse/workspaces/bigDataPools'\r\n | extend SynapseWorkspaceResourceId = substring(id, 0, indexof(id, '/bigDataPools/'))\r\n | summarize bigdatapoolCount = count() by SynapseWorkspaceResourceId\r\n) on $left.id == $right.SynapseWorkspaceResourceId\r\n| where (isnull(sqlpoolCount) or sqlpoolCount == 0) and (isnull(bigdatapoolCount) or bigdatapoolCount == 0)\r\n| project id, resourceGroup, subscriptionId, location\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}'])\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct id\r\n )\r\n on id", + "size": 0, + "title": "Unused Synapase workspace", + "noDataMessage": "All of your Synapse workspaces have SQL pools.", + "noDataMessageStyle": 3, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "id1", + "formatter": 5 + }, + { + "columnMatch": "storageaccount", + "formatter": 13, + "formatOptions": { + "linkTarget": "Resource", + "subTarget": "insights", + "linkIsContextBlade": true, + "showIcon": true + } + } + ], + "labelSettings": [ + { + "columnId": "id", + "label": "Resource ID" + }, + { + "columnId": "resourceGroup", + "label": "Resource Group" + }, + { + "columnId": "subscriptionId", + "label": "Subscription Name" + } + ] + } + }, + "name": "Get-Synapse1" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "Synapse" + }, + "name": "SynapseGroup" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 1, + "content": { + "json": "# Azure Kubernetes Service\r\n- Enable cluster autoscaler to automatically adjust the number of agent nodes in response to resource constraints\r\n\r\n- Consider using Azure Spot VMs for workloads that can handle interruptions, early terminations, or evictions. For example, workloads such as batch processing jobs, development and testing environments, and large compute workloads may be good candidates to be scheduled on a spot node pool.\r\n\r\n- Utilize the Horizontal pod autoscaler to adjust the number of pods in a deployment depending on CPU utilization or other select metrics.\r\n\r\n- Use the Start/Stop feature in Azure Kubernetes Services (AKS).\r\n\r\n", + "style": "upsell" + }, + "name": "Azure Kubernetes Service" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "\tresources\r\n | where resourceGroup in ({ResourceGroup})\r\n\t| where type == \"microsoft.containerservice/managedclusters\"\r\n\t| extend AKSname=name,location=location,Sku=tostring(sku.name),Tier=tostring(sku.tier),AgentPoolProfiles=properties.agentPoolProfiles\r\n | project id,AKSname,resourceGroup,subscriptionId,Sku,Tier,AgentPoolProfiles,location\r\n | join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}'])\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct id\r\n )\r\n on id\r\n\t| mvexpand AgentPoolProfiles\r\n\t| extend ProfileName = tostring(AgentPoolProfiles.name) ,mode=AgentPoolProfiles.mode,AutoScaleEnabled = AgentPoolProfiles.enableAutoScaling ,SpotVM=AgentPoolProfiles.scaleSetPriority, VMSize=tostring(AgentPoolProfiles.vmSize),minCount=tostring(AgentPoolProfiles.minCount),maxCount=tostring(AgentPoolProfiles.maxCount) , nodeCount=tostring(AgentPoolProfiles.['count'])\r\n | project id,ProfileName,Sku,Tier,mode,AutoScaleEnabled,SpotVM, VMSize,nodeCount,minCount,maxCount,location,resourceGroup,subscriptionId,AKSname\r\n \r\n", + "size": 0, + "noDataMessage": "You have no AKS clusters!", + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "AKS Name", + "formatter": 1 + }, + { + "columnMatch": "id", + "formatter": 13, + "formatOptions": { + "linkTarget": "Resource", + "subTarget": "Insights", + "showIcon": true + } + }, + { + "columnMatch": "mode", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "System", + "representation": "Gear", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "User", + "representation": "Person", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "success", + "text": "{0}{1}" + } + ] + } + }, + { + "columnMatch": "AutoScaleEnabled", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "true", + "representation": "success", + "text": "Enabled" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "disabled", + "text": "Disabled" + } + ] + } + }, + { + "columnMatch": "SpotVM", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "is Empty", + "representation": "2", + "text": "{0}{1}Not Spot VM" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "success", + "text": "{0}{1}" + } + ] + } + }, + { + "columnMatch": "Group", + "formatter": 1 + }, + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "AKSname", + "formatter": 5 + } + ], + "filter": true, + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "AKSname" + ], + "expandTopLevel": true + }, + "labelSettings": [ + { + "columnId": "id", + "label": "ID" + }, + { + "columnId": "ProfileName", + "label": "Profile Name" + }, + { + "columnId": "Sku", + "label": "SKU" + }, + { + "columnId": "Tier", + "label": "SKU Tier" + }, + { + "columnId": "mode", + "label": "Mode" + }, + { + "columnId": "AutoScaleEnabled", + "label": "Autoscale enabled?" + }, + { + "columnId": "SpotVM", + "label": "Spot VM?" + }, + { + "columnId": "VMSize", + "label": "VM SKU" + }, + { + "columnId": "nodeCount", + "label": "Number of nodes" + }, + { + "columnId": "minCount", + "label": "Minimum nodes" + }, + { + "columnId": "maxCount", + "label": "Maximum nodes" + }, + { + "columnId": "location", + "label": "Location" + }, + { + "columnId": "resourceGroup", + "label": "Resource Group" + }, + { + "columnId": "subscriptionId", + "label": "Subscription Name" + }, + { + "columnId": "AKSname", + "label": "AKS Name" + } + ] + } + }, + "name": "Get-All-AKS" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "AKS" + }, + "name": "AKSGroup" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 1, + "content": { + "json": "# Azure App Service\r\n## Save with Premium v3 reserved instances\r\nWhen you commit to an Azure App Service Premium v3 reserved instance you can save money. The reservation discount is applied automatically to the number of running instances that match the reservation scope and attributes - you don't need to assign a reservation to a specific instance to get the discounts.\r\n\r\n## Determine the right reserved instance size before you buy\r\nBefore you buy a reservation, you should determine the size of the Premium v3 reserved instance that you need. The following sections will help you determine the right Premium v3 reserved instance size.\r\n\r\n## Use Autoscale appropriately\r\nAutoscale can be used to provision resources for when they're needed or on demand, which allows you to minimize costs when your environment is idle.\r\n", + "style": "upsell" + }, + "name": "Azure App Service" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources\r\n| where resourceGroup in ({ResourceGroup})\r\n| where type =~ 'Microsoft.Web/sites'\r\n| extend WebAppRG=resourceGroup, WebAppName=name, AppServicePlan=tostring(properties.serverFarmId), SKU=tostring(properties.sku), Type=kind, Status=tostring(properties.state), WebAppLocation=location, SubscriptionName=subscriptionId\r\n| project id,WebAppName, Type, Status, WebAppLocation, AppServicePlan, WebAppRG,SubscriptionName\r\n| order by id asc\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}'])\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct id\r\n )\r\n on id", + "size": 0, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ] + }, + "conditionalVisibility": { + "parameterName": "isVisible", + "comparison": "isEqualTo", + "value": "Never" + }, + "name": "query - WebFunctionStatus" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources\r\n| where resourceGroup in ({ResourceGroup})\r\n| where type == \"microsoft.web/serverfarms\" and sku.tier !~ 'Free'\r\n| extend planId=tolower(tostring(id)),skuname = tostring(sku.name) , skutier = tostring(sku.tier), workers=tostring(properties.numberOfWorkers),webRG=resourceGroup,maxworkers=tostring(properties.maximumNumberOfWorkers), Sites=tostring(properties.numberOfSites), SubscriptionName=subscriptionId\r\n| project planId, name, skuname, skutier, workers, maxworkers, webRG, Sites, SubscriptionName\r\n| join kind=leftouter (resources | where type ==\"microsoft.insights/autoscalesettings\" | project planId=tolower(tostring(properties.targetResourceUri)), PredictiveAutoscale=properties.predictiveAutoscalePolicy.scaleMode, AutoScaleProfiles=properties.profiles,resourceGroup) on planId\r\n", + "size": 0, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ] + }, + "conditionalVisibility": { + "parameterName": "isVisible", + "comparison": "isEqualTo", + "value": "Never" + }, + "name": "query - AppServiceplandetails" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"3fddbdd9-c4eb-46ae-b6b0-654c0da7b1a8\",\"mergeType\":\"inner\",\"leftTable\":\"query - AppServiceplandetails\",\"rightTable\":\"query - WebFunctionStatus\",\"leftColumn\":\"planId\",\"rightColumn\":\"AppServicePlan\"}],\"projectRename\":[{\"originalName\":\"[query - AppServiceplandetails].type\",\"mergedName\":\"type\",\"fromId\":\"unknown\"},{\"originalName\":\"[query - AppServiceplandetails].tenantId\",\"mergedName\":\"tenantId\",\"fromId\":\"unknown\"},{\"originalName\":\"[query - AppServiceplandetails].kind\",\"mergedName\":\"kind\",\"fromId\":\"unknown\"},{\"originalName\":\"[query - AppServiceplandetails].location\",\"mergedName\":\"location\",\"fromId\":\"unknown\"},{\"originalName\":\"[query - AppServiceplandetails].managedBy\",\"mergedName\":\"managedBy\",\"fromId\":\"unknown\"},{\"originalName\":\"[query - AppServiceplandetails].subscriptionId\",\"mergedName\":\"subscriptionId\",\"fromId\":\"unknown\"},{\"originalName\":\"[query - AppServiceplandetails].sku\",\"mergedName\":\"sku\",\"fromId\":\"unknown\"},{\"originalName\":\"[query - AppServiceplandetails].SubscriptionName\",\"mergedName\":\"SubscriptionName\",\"fromId\":\"unknown\"},{\"originalName\":\"[query - AppServiceplandetails].plan\",\"mergedName\":\"plan\",\"fromId\":\"unknown\"},{\"originalName\":\"[query - AppServiceplandetails].properties\",\"mergedName\":\"properties\",\"fromId\":\"unknown\"},{\"originalName\":\"[query - AppServiceplandetails].tags\",\"mergedName\":\"tags\",\"fromId\":\"unknown\"},{\"originalName\":\"[query - AppServiceplandetails].identity\",\"mergedName\":\"identity\",\"fromId\":\"unknown\"},{\"originalName\":\"[query - AppServiceplandetails].zones\",\"mergedName\":\"zones\",\"fromId\":\"unknown\"},{\"originalName\":\"[query - AppServiceplandetails].extendedLocation\",\"mergedName\":\"extendedLocation\",\"fromId\":\"unknown\"},{\"originalName\":\"[query - AppServiceplandetails].planId\",\"mergedName\":\"planId\",\"fromId\":\"unknown\"},{\"originalName\":\"[query - WebFunctionStatus].id\",\"mergedName\":\"id\",\"fromId\":\"unknown\"},{\"originalName\":\"[query - AppServiceplandetails].name\",\"mergedName\":\"name\",\"fromId\":\"3fddbdd9-c4eb-46ae-b6b0-654c0da7b1a8\"},{\"originalName\":\"[query - WebFunctionStatus].Status\",\"mergedName\":\"Status\",\"fromId\":\"3fddbdd9-c4eb-46ae-b6b0-654c0da7b1a8\"},{\"originalName\":\"[query - WebFunctionStatus].Type\",\"mergedName\":\"Type\",\"fromId\":\"3fddbdd9-c4eb-46ae-b6b0-654c0da7b1a8\"},{\"originalName\":\"[query - AppServiceplandetails].skuname\",\"mergedName\":\"skuname\",\"fromId\":\"3fddbdd9-c4eb-46ae-b6b0-654c0da7b1a8\"},{\"originalName\":\"[query - AppServiceplandetails].skutier\",\"mergedName\":\"skutier\",\"fromId\":\"3fddbdd9-c4eb-46ae-b6b0-654c0da7b1a8\"},{\"originalName\":\"[query - AppServiceplandetails].PredictiveAutoscale\",\"mergedName\":\"PredictiveAutoscale\",\"fromId\":\"unknown\"},{\"originalName\":\"[query - AppServiceplandetails].AutoScaleProfiles\",\"mergedName\":\"AutoScaleProfiles\",\"fromId\":\"unknown\"},{\"originalName\":\"[query - AppServiceplandetails].workers\",\"mergedName\":\"workers\",\"fromId\":\"3fddbdd9-c4eb-46ae-b6b0-654c0da7b1a8\"},{\"originalName\":\"[query - AppServiceplandetails].maxworkers\",\"mergedName\":\"maxworkers\",\"fromId\":\"3fddbdd9-c4eb-46ae-b6b0-654c0da7b1a8\"},{\"originalName\":\"[query - AppServiceplandetails].webRG\",\"mergedName\":\"webRG\",\"fromId\":\"3fddbdd9-c4eb-46ae-b6b0-654c0da7b1a8\"},{\"originalName\":\"[query - AppServiceplandetails].planId1\",\"mergedName\":\"planId1\",\"fromId\":\"3fddbdd9-c4eb-46ae-b6b0-654c0da7b1a8\"},{\"originalName\":\"[query - AppServiceplandetails].resourceGroup\",\"mergedName\":\"resourceGroup\",\"fromId\":\"3fddbdd9-c4eb-46ae-b6b0-654c0da7b1a8\"},{\"originalName\":\"[query - WebFunctionStatus].WebAppName\",\"mergedName\":\"WebAppName\",\"fromId\":\"3fddbdd9-c4eb-46ae-b6b0-654c0da7b1a8\"},{\"originalName\":\"[query - WebFunctionStatus].WebAppLocation\",\"mergedName\":\"WebAppLocation\",\"fromId\":\"3fddbdd9-c4eb-46ae-b6b0-654c0da7b1a8\"},{\"originalName\":\"[query - WebFunctionStatus].AppServicePlan\",\"mergedName\":\"AppServicePlan\",\"fromId\":\"3fddbdd9-c4eb-46ae-b6b0-654c0da7b1a8\"},{\"originalName\":\"[query - WebFunctionStatus].WebAppRG\",\"mergedName\":\"WebAppRG\",\"fromId\":\"3fddbdd9-c4eb-46ae-b6b0-654c0da7b1a8\"},{\"originalName\":\"[query - AppServiceplandetails].Sites\",\"mergedName\":\"Sites\",\"fromId\":\"unknown\"},{\"originalName\":\"[query - WebFunctionStatus].SubscriptionName\"},{\"originalName\":\"[query - WebFunctionStatus].id1\"},{\"originalName\":\"[query - AppServiceplandetails].resourceGroup1\"}]}", + "size": 0, + "title": "Web Apps", + "noDataMessage": "You have no WebApps!", + "showExportToExcel": true, + "queryType": 7, + "gridSettings": { + "formatters": [ + { + "columnMatch": "Name", + "formatter": 1 + }, + { + "columnMatch": "SubscriptionName", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "name", + "formatter": 5 + }, + { + "columnMatch": "Status", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "Running", + "representation": "success", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "Stopped", + "representation": "disabled", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "success", + "text": "{0}{1}" + } + ] + } + }, + { + "columnMatch": "webRG", + "formatter": 5 + }, + { + "columnMatch": "planId1", + "formatter": 5 + }, + { + "columnMatch": "resourceGroup", + "formatter": 5 + }, + { + "columnMatch": "WebAppName", + "formatter": 5 + }, + { + "columnMatch": "AppServicePlan", + "formatter": 5 + }, + { + "columnMatch": "WebAppRG", + "formatter": 14, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "Group", + "formatter": 1 + } + ], + "rowLimit": 1000, + "filter": true, + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "name" + ], + "expandTopLevel": true + }, + "labelSettings": [ + { + "columnId": "SubscriptionName", + "label": "Subscription Name" + }, + { + "columnId": "planId", + "label": "Plan ID" + }, + { + "columnId": "id", + "label": "ID" + }, + { + "columnId": "name", + "label": "Name" + }, + { + "columnId": "skuname", + "label": "SKU" + }, + { + "columnId": "skutier", + "label": "SKU Tier" + }, + { + "columnId": "PredictiveAutoscale", + "label": "Autoscale Enabled?" + }, + { + "columnId": "AutoScaleProfiles", + "label": "Autoscale Profile" + }, + { + "columnId": "workers", + "label": "Workers" + }, + { + "columnId": "maxworkers", + "label": "Max. Workers" + }, + { + "columnId": "webRG", + "label": "Application Resource Group" + }, + { + "columnId": "WebAppName", + "label": "Application Name" + }, + { + "columnId": "WebAppLocation", + "label": "Application Location" + }, + { + "columnId": "AppServicePlan", + "label": "App Service Plan" + }, + { + "columnId": "WebAppRG", + "label": "Application Resource Group" + } + ] + } + }, + "name": "Get-Idle-WebApp" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources\r\n| where resourceGroup in ({ResourceGroup})\r\n| where type == \"microsoft.web/serverfarms\" and properties.numberOfSites == \"0\"\r\n| extend id, planId=tolower(tostring(id)),skuname = tostring(sku.name) , skutier = tostring(sku.tier), workers=tostring(properties.numberOfWorkers),webRG=resourceGroup,maxworkers=tostring(properties.maximumNumberOfWorkers), Sites=tostring(properties.numberOfSites), SubscriptionName=subscriptionId\r\n| project id, planId, name, skuname, skutier, workers, maxworkers, webRG, Sites, SubscriptionName\r\n| join kind=leftouter (resources | where type ==\"microsoft.insights/autoscalesettings\" | project planId=tolower(tostring(properties.targetResourceUri)), PredictiveAutoscale=properties.predictiveAutoscalePolicy.scaleMode, AutoScaleProfiles=properties.profiles,resourceGroup) on planId\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}'])\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct id\r\n ) on id", + "size": 0, + "noDataMessage": "All of your App Service's plan have at least one website.", + "noDataMessageStyle": 3, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "id", + "formatter": 5 + }, + { + "columnMatch": "name", + "formatter": 5 + }, + { + "columnMatch": "maxworkers", + "formatter": 5 + }, + { + "columnMatch": "SubscriptionName", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "planId1", + "formatter": 5 + }, + { + "columnMatch": "PredictiveAutoscale", + "formatter": 5 + }, + { + "columnMatch": "AutoScaleProfiles", + "formatter": 5 + }, + { + "columnMatch": "resourceGroup", + "formatter": 5 + }, + { + "columnMatch": "id1", + "formatter": 5 + } + ], + "labelSettings": [ + { + "columnId": "planId", + "label": "App Service Plan " + }, + { + "columnId": "name", + "label": "SKU Name" + }, + { + "columnId": "skuname", + "label": "SKU Name" + }, + { + "columnId": "skutier", + "label": "SKU Tier" + }, + { + "columnId": "workers", + "label": "Number of Workers " + }, + { + "columnId": "maxworkers", + "label": "Number of websites" + }, + { + "columnId": "webRG", + "label": "Resource Group " + }, + { + "columnId": "Sites", + "label": "Number of websites" + }, + { + "columnId": "SubscriptionName", + "label": "Subscription Name" + } + ] + } + }, + "name": "query - IdleServicePlans" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "webapp" + }, + "name": "WebAppGroup" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 1, + "content": { + "json": "## Log Analytics workspace\r\nA [Log Analytics workspace](https://learn.microsoft.com/azure/azure-monitor/logs/log-analytics-workspace-overview) is a unique environment for log data from Azure Monitor and other Azure services, such as Microsoft Sentinel and Microsoft Defender for Cloud. Each workspace has its own data repository and configuration but might combine data from multiple services. The following advices could be of help in cost optimization:\r\n\r\n1. Adopt [commitment tiers](https://learn.microsoft.com/azure/azure-monitor/logs/cost-logs#commitment-tiers) where applicable.\r\n2. Adopt [Azure Monitor Logs dedicated cluster](https://learn.microsoft.com/azure/azure-monitor/logs/cost-logs#dedicated-clusters) if a single workspace does not ingest enough data as per the minimum commitment tier (100 GB/day) or if it is possible to aggregate ingestion costs from more than one workspace in the same region.\r\n3. Convert the free tier based workspace to **Pay-as-you-go** model and add them to an Azure Monitor Logs dedicated cluster where possible.", + "style": "upsell" + }, + "name": "MonitoringRecommendations" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources\r\n| where type =~ 'microsoft.operationalinsights/workspaces'\r\n| where resourceGroup in ({ResourceGroup})\r\n| extend \r\n state = trim(' ', tostring(properties.provisioningState)),\r\n sku = trim(' ', tostring(properties.sku.name)),\r\n skuUpdate = trim(' ', tostring(properties.sku.lastSkuUpdate)),\r\n retentionDays = toint(properties.retentionInDays),\r\n dailyquotaGB = trim(' ', tostring(properties.workspaceCapping.dailyQuotaGb))\r\n| extend dailyquotaGB = iif(dailyquotaGB !=-1.0, dailyquotaGB,\"--\")\r\n| project id, resourceGroup, location, retentionDays, dailyquotaGB, sku, subscriptionId\r\n| join kind = inner (\r\n resources\r\n | where type =~ 'microsoft.operationalinsights/workspaces'\r\n | where resourceGroup in ({ResourceGroup})\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags[tagName])\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | summarize arg_max(tagName, tagValue) by id\r\n) on id\r\n| extend resourceGroup = tostring(split(id,'/providers/')[0])\r\n| project-away id1", + "size": 0, + "title": "Log Analytics Workspaces", + "showRefreshButton": true, + "exportMultipleValues": true, + "exportedParameters": [ + { + "fieldName": "id", + "parameterName": "selectedWorkspaceId", + "parameterType": 1 + } + ], + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "id", + "formatter": 13, + "formatOptions": { + "linkTarget": "Resource", + "subTarget": "insights", + "linkIsContextBlade": true, + "showIcon": true + } + }, + { + "columnMatch": "resourceGroup", + "formatter": 14, + "formatOptions": { + "linkTarget": "Resource", + "linkIsContextBlade": true, + "showIcon": true + } + }, + { + "columnMatch": "retentionDays", + "formatter": 4, + "formatOptions": { + "min": 1, + "max": 730, + "palette": "blue", + "customColumnWidthSetting": "10%" + } + }, + { + "columnMatch": "dailyquotaGB", + "formatter": 0, + "formatOptions": { + "customColumnWidthSetting": "10%" + } + }, + { + "columnMatch": "sku", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "colors", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "lacluster", + "representation": "green", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "free", + "representation": "gray", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "capacityreservation", + "representation": "green", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "red", + "text": "{0}{1}" + } + ] + } + }, + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": "Resource", + "linkIsContextBlade": true, + "showIcon": true + } + }, + { + "columnMatch": "tagName", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "is Empty", + "representation": "Blank", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "Tags", + "text": "{0}{1}" + } + ] + } + }, + { + "columnMatch": "tagValue", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "is Empty", + "representation": "Blank", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "Tags", + "text": "{0}{1}" + } + ] + } + } + ], + "rowLimit": 10000, + "filter": true, + "labelSettings": [ + { + "columnId": "id", + "label": "Workspace" + }, + { + "columnId": "resourceGroup", + "label": "Resource Group" + }, + { + "columnId": "location", + "label": "Location" + }, + { + "columnId": "retentionDays", + "label": "Retention (days)" + }, + { + "columnId": "dailyquotaGB", + "label": "Daily Cap (GB)" + }, + { + "columnId": "sku", + "label": "Pricing Tier" + }, + { + "columnId": "subscriptionId", + "label": "Subscription" + }, + { + "columnId": "tagName", + "label": "Tag Name" + }, + { + "columnId": "tagValue", + "label": "Tag Value" + } + ] + }, + "sortBy": [] + }, + "name": "logAnalyticsWorkspaces", + "styleSettings": { + "showBorder": true + } + }, + { + "type": 1, + "content": { + "json": "πŸ’‘_Select one or more workspaces from the list above to see daily ingestion trend_" + }, + "conditionalVisibility": { + "parameterName": "selectedWorkspaceId", + "comparison": "isEqualTo" + }, + "name": "text - 3", + "styleSettings": { + "showBorder": true + } + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "crossComponentResources": [ + "{Subscription}" + ], + "parameters": [ + { + "id": "d9c04e61-453f-4f85-8d7e-1a34037d836b", + "version": "KqlParameterItem/1.0", + "name": "selectedWorkspaces", + "type": 5, + "isRequired": true, + "multiSelect": true, + "quote": "'", + "delimiter": ",", + "query": "where type =~ 'microsoft.operationalinsights/workspaces'\r\n| where id in ({selectedWorkspaceId})", + "crossComponentResources": [ + "{Subscription}" + ], + "isHiddenWhenLocked": true, + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "timeContext": { + "durationMs": 2592000000 + }, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "value": null + }, + { + "id": "2108523c-fb80-49b3-9ff1-ea5e5eca2091", + "version": "KqlParameterItem/1.0", + "name": "TimeRange", + "label": "Time range", + "type": 4, + "isRequired": true, + "typeSettings": { + "selectableValues": [ + { + "durationMs": 172800000 + }, + { + "durationMs": 604800000 + }, + { + "durationMs": 1209600000 + }, + { + "durationMs": 2592000000 + } + ] + }, + "timeContext": { + "durationMs": 2592000000 + }, + "value": { + "durationMs": 2592000000 + } + } + ], + "style": "pills", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + }, + "conditionalVisibility": { + "parameterName": "_", + "comparison": "isEqualTo", + "value": "_" + }, + "name": "parameters - 2" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "Usage\r\n| where StartTime >= startofday({TimeRange:start}) and EndTime < startofday(now())\r\n| where IsBillable == true\r\n| project Quantity, ResourceUri, TimeGenerated\r\n| summarize BillableDataGB = sum(Quantity / 1024.) by bin(TimeGenerated, 1d)\r\n| project TimeGenerated, BillableDataGB", + "size": 0, + "aggregation": 5, + "title": "Total Daily Ingestion for selected workspaces - Trend by {TimeRange:label}", + "timeContextFromParameter": "TimeRange", + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces", + "crossComponentResources": [ + "{selectedWorkspaces}" + ], + "visualization": "barchart", + "chartSettings": { + "seriesLabelSettings": [ + { + "seriesName": "BillableDataGB", + "label": "Ingested data" + } + ], + "ySettings": { + "numberFormatSettings": { + "unit": 39, + "options": { + "style": "decimal", + "useGrouping": true, + "maximumFractionDigits": 2 + } + } + } + } + }, + "conditionalVisibility": { + "parameterName": "selectedWorkspaceId", + "comparison": "isNotEqualTo" + }, + "name": "dailyIngestionTrend", + "styleSettings": { + "showBorder": true + } + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "Monitoring" + }, + "name": "MonitoringGroup" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "advisorresources\r\n| where type =~ 'microsoft.advisor/recommendations'\r\n| where resourceGroup in ({ResourceGroup})\r\n| where properties.category == 'Cost' and properties.lastUpdated >= ago(1d)\r\n| where properties.impactedField has \"Workspaces\"\r\n| extend AffectedResource=tostring(properties.resourceMetadata.resourceId), Category=properties.category, SubCategory=properties.impactedField, Impact=properties.impact,resourceGroup,subscriptionId,Recommendation=tostring(properties.shortDescription.problem), id, stableId = name, recommendationTypeId = tostring(properties.recommendationTypeId), maxCpuP95 = properties.extendedProperties.MaxCpuP95\r\n| join kind = leftouter\r\n(advisorresources | where type=~'microsoft.advisor/suppressions'\r\n| extend tokens = split(id, '/')\r\n| extend stableId = iff(array_length(tokens) > 3, tokens[(array_length(tokens)-3)], '')\r\n| extend expirationTimeStamp = todatetime(iff(strcmp(tostring(properties.ttl), '-1') == 0, '9999-12-31', properties.expirationTimeStamp))\r\n| where expirationTimeStamp > now()\r\n| project stableId, expirationTimeStamp)\r\non stableId\r\n| where isempty(expirationTimeStamp)\r\n| project AffectedResource=tostring(properties.resourceMetadata.resourceId), Category=properties.category, SubCategory=properties.impactedField, Recommendation=tostring(properties.shortDescription.problem), Impact=properties.impact,resourceGroup,subscriptionId, id, stableId = name, recommendationTypeId = tostring(properties.recommendationTypeId), maxCpuP95 = properties.extendedProperties.MaxCpuP95\r\n| join kind = leftouter\r\n(advisorresources | where type =~ 'microsoft.advisor/configurations' | where isempty(resourceGroup) == true\r\n| project subscriptionId, excludeRecomm = properties.exclude, lowCpuThreshold = properties.lowCpuThreshold, AffectedResource=tostring(properties.resourceMetadata.resourceId),Impact=properties.impact,resourceGroup,AdditionaInfo=properties.extendedProperties,Recommendation=tostring(properties.shortDescription.problem))\r\non subscriptionId\r\n| extend isActive1 = iff(isnull(excludeRecomm), true, tobool(excludeRecomm) == false)\r\n| extend isActive2 = iff(recommendationTypeId == 'e10b1381-5f0a-47ff-8c7b-37bd13d7c974', iff((isnotempty(lowCpuThreshold) and isnotempty(maxCpuP95)), toint(maxCpuP95) < toint(lowCpuThreshold), iff((isempty(maxCpuP95) or toint(maxCpuP95) < 5), true, false)), true)\r\n| where isActive1 == true and isActive2 == true\r\n| join kind = leftouter\r\n(advisorresources | where type =~ 'microsoft.advisor/configurations' | where isnotempty(resourceGroup) == true\r\n| project subscriptionId, resourceGroup, excludeProperty = properties.exclude)\r\non subscriptionId, resourceGroup\r\n| extend isActive3 = iff(isnull(excludeProperty), true, tobool(excludeProperty) == false)\r\n| where isActive3 == true\r\n| where Category == 'Cost' \r\n| where SubCategory has \"Workspaces\"\r\n| project-away subscriptionId1, subscriptionId2, AffectedResource1, isActive2, isActive3, Impact1, Recommendation1, resourceGroup1, resourceGroup2", + "size": 0, + "title": "Azure Advisor Cost recommendations", + "noDataMessage": "You are following all of our cost recommendations for Monitoring", + "noDataMessageStyle": 3, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "Group", + "formatter": 1 + }, + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "id", + "formatter": 5 + }, + { + "columnMatch": "stableId", + "formatter": 5 + }, + { + "columnMatch": "recommendationTypeId", + "formatter": 5 + }, + { + "columnMatch": "maxCpuP95", + "formatter": 5 + }, + { + "columnMatch": "excludeRecomm", + "formatter": 5 + }, + { + "columnMatch": "lowCpuThreshold", + "formatter": 5 + }, + { + "columnMatch": "AdditionaInfo", + "formatter": 5, + "formatOptions": { + "customColumnWidthSetting": "19ch" + } + }, + { + "columnMatch": "isActive1", + "formatter": 5 + }, + { + "columnMatch": "excludeProperty", + "formatter": 5 + } + ], + "rowLimit": 1000, + "filter": true, + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "Recommendation" + ], + "expandTopLevel": true + }, + "labelSettings": [ + { + "columnId": "AffectedResource", + "label": "Affected Resource" + }, + { + "columnId": "Category", + "label": "Recommendation Category" + }, + { + "columnId": "SubCategory", + "label": "Affected Resource Type" + }, + { + "columnId": "Recommendation", + "label": "Recommendation" + }, + { + "columnId": "Impact", + "label": "Impact" + }, + { + "columnId": "resourceGroup", + "label": "Resource Group" + }, + { + "columnId": "subscriptionId", + "label": "Subscription ID" + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "isVisible", + "comparison": "isEqualTo", + "value": "true" + }, + "name": "Get-AdvisorRecommendations-Monitoring" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": " resources\r\n | where resourceGroup in ({ResourceGroup})\r\n | where type has \"microsoft.operationalinsights/workspaces\"\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend AffectedResource=id,ResourceRG=resourceGroup\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}'])\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct id\r\n | project id", + "size": 0, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "rowLimit": 10000 + } + }, + "conditionalVisibility": { + "parameterName": "isVisible", + "comparison": "isEqualTo", + "value": "true" + }, + "name": "query - tags - list all network resources" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"d446799d-b1af-4bca-9d72-84ba2d87008d\",\"mergeType\":\"innerunique\",\"leftTable\":\"Get-AdvisorRecommendations-Monitoring\",\"rightTable\":\"query - tags - list all network resources\",\"leftColumn\":\"AffectedResource\",\"rightColumn\":\"id\"}],\"projectRename\":[{\"originalName\":\"[Get-AdvisorRecommendations-Monitoring].AffectedResource\",\"mergedName\":\"Affected Resource\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d87008d\"},{\"originalName\":\"[Get-AdvisorRecommendations-Monitoring].Category\",\"mergedName\":\"Recommendation Category\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d87008d\"},{\"originalName\":\"[Get-AdvisorRecommendations-Monitoring].SubCategory\",\"mergedName\":\"Affected Resource Type\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d87008d\"},{\"originalName\":\"[Get-AdvisorRecommendations-Monitoring].Recommendation\",\"mergedName\":\"Recommendation\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d87008d\"},{\"originalName\":\"[Get-AdvisorRecommendations-Monitoring].Impact\",\"mergedName\":\"Impact\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d87008d\"},{\"originalName\":\"[Get-AdvisorRecommendations-Monitoring].resourceGroup\",\"mergedName\":\"Resource Group\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d87008d\"},{\"originalName\":\"[Get-AdvisorRecommendations-Monitoring].subscriptionId\",\"mergedName\":\"Subscription ID\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d87008d\"},{\"originalName\":\"[Get-AdvisorRecommendations-Monitoring].id\",\"mergedName\":\"id\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d87008d\"},{\"originalName\":\"[Get-AdvisorRecommendations-Monitoring].stableId\",\"mergedName\":\"stableId\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d87008d\"},{\"originalName\":\"[Get-AdvisorRecommendations-Monitoring].recommendationTypeId\",\"mergedName\":\"recommendationTypeId\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d87008d\"},{\"originalName\":\"[Get-AdvisorRecommendations-Monitoring].maxCpuP95\",\"mergedName\":\"maxCpuP95\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d87008d\"},{\"originalName\":\"[Get-AdvisorRecommendations-Monitoring].excludeRecomm\",\"mergedName\":\"excludeRecomm\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d87008d\"},{\"originalName\":\"[Get-AdvisorRecommendations-Monitoring].lowCpuThreshold\",\"mergedName\":\"lowCpuThreshold\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d87008d\"},{\"originalName\":\"[Get-AdvisorRecommendations-Monitoring].AdditionaInfo\",\"mergedName\":\"AdditionaInfo\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d87008d\"},{\"originalName\":\"[Get-AdvisorRecommendations-Monitoring].isActive1\",\"mergedName\":\"isActive1\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d87008d\"},{\"originalName\":\"[Get-AdvisorRecommendations-Monitoring].excludeProperty\",\"mergedName\":\"excludeProperty\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d87008d\"},{\"originalName\":\"[query - tags - list all network resources].id\",\"mergedName\":\"id1\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d87008d\"},{\"originalName\":\"[Get-AdvisorRecommendations-Networking].excludeProperty\"},{\"originalName\":\"[Get-AdvisorRecommendations-Networking].isActive1\"},{\"originalName\":\"[Get-AdvisorRecommendations-Networking].AdditionaInfo\"},{\"originalName\":\"[Get-AdvisorRecommendations-Networking].lowCpuThreshold\"},{\"originalName\":\"[Get-AdvisorRecommendations-Networking].excludeRecomm\"},{\"originalName\":\"[Get-AdvisorRecommendations-Networking].maxCpuP95\"},{\"originalName\":\"[Get-AdvisorRecommendations-Networking].recommendationTypeId\"},{\"originalName\":\"[Get-AdvisorRecommendations-Networking].stableId\"},{\"originalName\":\"[query - tags - list all network resources].id\"},{\"originalName\":\"[Get-AdvisorRecommendations-Networking].id\"}]}", + "size": 0, + "title": "Azure Advisor Cost recommendations", + "noDataMessage": "You are following all of our cost recommendations for Monitoring", + "noDataMessageStyle": 3, + "queryType": 7 + }, + "showPin": false, + "name": "query - Merge - Monitoring Advisor recommendations" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "Monitoring" + }, + "name": "AdvisorGroupMonitoring" + } + ] + }, + "name": "group - 0 " + } + ] + }, + "conditionalVisibilities": [ + { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "UsageOptimization" + }, + { + "parameterName": "SelectedRateOptimizationTab", + "comparison": "isEqualTo", + "value": "Top10Services" + } + ], + "name": "group - Top10Services" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "template", + "loadFromTemplateId": "", + "items": [ + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "crossComponentResources": [ + "{Subscription}" + ], + "parameters": [ + { + "id": "7a720abf-5b4a-4fb1-adaf-2383e70f625d", + "version": "KqlParameterItem/1.0", + "name": "Subscription", + "type": 6, + "isRequired": true, + "multiSelect": true, + "quote": "'", + "delimiter": ",", + "typeSettings": { + "additionalResourceOptions": [ + "value::all" + ], + "includeAll": false, + "showDefault": false + }, + "timeContext": { + "durationMs": 86400000 + }, + "defaultValue": "value::all", + "label": " Subscription" + }, + { + "id": "a29babbc-5092-46c5-b03b-932c90aa61c9", + "version": "KqlParameterItem/1.0", + "name": "ResourceGroup", + "label": "Resource Group", + "type": 2, + "isRequired": true, + "multiSelect": true, + "quote": "'", + "delimiter": ",", + "query": "resources\r\n| distinct resourceGroup", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [ + "value::all" + ], + "showDefault": false + }, + "defaultValue": "value::all", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + }, + { + "id": "4b9c84b6-14ab-4663-b8b7-8bf0c351bbb5", + "version": "KqlParameterItem/1.0", + "name": "SingleSubHidden", + "type": 1, + "isRequired": true, + "query": "resourcecontainers\r\n| where type==\"microsoft.resources/subscriptions\"\r\n| take 1\r\n| project subscriptionId", + "crossComponentResources": [ + "{Subscription}" + ], + "isHiddenWhenLocked": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "label": "Hidden Subscription" + }, + { + "id": "6637e003-5323-4c6d-9990-426388c833e9", + "version": "KqlParameterItem/1.0", + "name": "TagName", + "type": 2, + "query": "Resources\r\n| where tags != '' and tags != '[]'\r\n| mvexpand tags\r\n| extend tagName = tostring(bag_keys(tags)[0])\r\n| distinct tagName\r\n| sort by tagName asc", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [] + }, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "value": null, + "label": "Tag Name" + }, + { + "id": "d390e2b5-aa2f-494b-bbb8-0b18c8de9063", + "version": "KqlParameterItem/1.0", + "name": "TagValue", + "type": 2, + "query": "Resources\r\n| mvexpand tags\r\n| extend tagName = tostring(bag_keys(tags)[0])\r\n| extend tagValue = tostring(tags[tagName])\r\n| where tags != '' and tags != '[]' and tostring(bag_keys(tags)[0]) == '{TagName}'\r\n| distinct tagValue\r\n| sort by tagValue asc", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [] + }, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "value": null, + "label": "Tag Value" + } + ], + "style": "pills", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + }, + "customWidth": "75", + "conditionalVisibilities": [ + { + "parameterName": "SelectedTab", + "comparison": "isNotEqualTo", + "value": "CostInformation" + }, + { + "parameterName": "SelectedTab", + "comparison": "isNotEqualTo", + "value": "Welcome" + } + ], + "name": "parameters - Filters" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "crossComponentResources": [ + "{Subscription}" + ], + "parameters": [ + { + "id": "ae7eb928-8873-46f8-a3ff-77f45c207fb3", + "version": "KqlParameterItem/1.0", + "name": "Location", + "type": 2, + "query": "Resources\r\n| where type =~ 'Microsoft.Compute/virtualMachines'\r\n| project name, location\r\n| summarize count () by location\r\n| project location", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [ + "value::1" + ] + }, + "timeContext": { + "durationMs": 86400000 + }, + "defaultValue": "value::1", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "label": "Resource Location" + } + ], + "style": "pills", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + }, + "customWidth": "25", + "conditionalVisibility": { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "AHB" + }, + "name": "parameters - location" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "title": "Networking cost optimization recommendations", + "items": [ + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "crossComponentResources": [ + "{Subscription}" + ], + "parameters": [ + { + "id": "ae7eb928-8873-46f8-a3ff-77f45c207fb3", + "version": "KqlParameterItem/1.0", + "name": "Location", + "type": 2, + "query": "Resources\r\n| where type =~ 'Microsoft.Compute/virtualMachines'\r\n| project name, location\r\n| summarize count () by location\r\n| project location", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [ + "value::1" + ] + }, + "timeContext": { + "durationMs": 86400000 + }, + "defaultValue": "value::1", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "label": "Resource Location" + } + ], + "style": "pills", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + }, + "customWidth": "25", + "conditionalVisibility": { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "AHB" + }, + "name": "parameters - location" + }, + { + "type": 11, + "content": { + "version": "LinkItem/1.0", + "style": "tabs", + "links": [ + { + "id": "e5d97e9d-97e6-45f2-871c-376799213b6a", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "Azure Firewall", + "subTarget": "firewall", + "style": "link" + }, + { + "id": "0211f413-9f36-4750-9ef2-d382ba30ba6c", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "Application Gateway", + "subTarget": "appGateway", + "preText": "VM", + "style": "link" + }, + { + "id": "61595d5e-9f25-4919-95a6-1462739f4657", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "Load Balancer", + "subTarget": "loadBalancer", + "style": "link" + }, + { + "id": "dbe9a7fb-6ab1-4de1-a98b-4ec8a9af906c", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "Public IP Address", + "subTarget": "publicIP", + "style": "link" + }, + { + "id": "79e7a97a-1413-41e8-b4c6-ebd1d0a45e2e", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "Virtual Network Gateway", + "subTarget": "vpnGw", + "style": "link" + }, + { + "id": "5655ef75-a5ec-4f4b-badf-a99191a0493f", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "NAT Gateway", + "subTarget": "natgw", + "style": "link" + }, + { + "id": "68a77162-06c2-4648-83e0-f8f41c4fbda7", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "ExpressRoute", + "subTarget": "ER", + "style": "link" + }, + { + "id": "5dd4cb39-5aa1-4de9-bc4c-338e15b8d389", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "Private DNS & Private Endpoint", + "subTarget": "privatedns", + "style": "link" + }, + { + "id": "6d563f46-7150-458c-9ee4-0558abe8e29b", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "Advisor recommendations", + "subTarget": "advisorNetworking", + "style": "link" + } + ] + }, + "name": "links - Networking" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 1, + "content": { + "json": "# Recommendations for Application Gateways\r\nReview Application Gateways which include backend pools with no targets. Resources listed with 2 red signs are considered idle.", + "style": "upsell" + }, + "name": "Recommendations for Application Gateways" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources\r\n| where type =~ 'Microsoft.Network/applicationGateways' and resourceGroup in ({ResourceGroup})\r\n| extend backendPoolsCount = array_length(properties.backendAddressPools),SKUName= tostring(properties.sku.name), SKUTier= tostring(properties.sku.tier),SKUCapacity=properties.sku.capacity,backendPools=properties.backendAddressPools,resourceGroup=strcat('/subscriptions/',subscriptionId,'/resourceGroups/',resourceGroup)\r\n| project id, name, SKUName, SKUTier, SKUCapacity,resourceGroup,subscriptionId\r\n| join (\r\n resources\r\n | where type =~ 'Microsoft.Network/applicationGateways' and resourceGroup in ({ResourceGroup})\r\n | mvexpand backendPools = properties.backendAddressPools\r\n | extend backendIPCount = array_length(backendPools.properties.backendIPConfigurations)\r\n | extend backendAddressesCount = array_length(backendPools.properties.backendAddresses)\r\n | extend backendPoolName = backendPools.properties.backendAddressPools.name\r\n | summarize backendIPCount = sum(backendIPCount) ,backendAddressesCount=sum(backendAddressesCount) by id\r\n) on id\r\n| project-away id1\r\n| where (backendIPCount == 0 or isempty(backendIPCount)) and (backendAddressesCount==0 or isempty(backendAddressesCount))\r\n| order by id asc\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}'])\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct id\r\n )\r\n on id", + "size": 0, + "title": "Application gateways with empty backend pools", + "noDataMessage": "You don't have any Application Gateways with empty backendpools", + "noDataMessageStyle": 3, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "SKUCapacity", + "formatter": 1 + }, + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "backendIPCount", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "0", + "representation": "disabled", + "text": "No Backend IPs" + }, + { + "operator": ">", + "thresholdValue": "0", + "representation": "success", + "text": "Backend IP configured" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "success", + "text": "{0}{1}" + } + ] + } + }, + { + "columnMatch": "backendAddressesCount", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "0", + "representation": "disabled", + "text": "No Backend targets" + }, + { + "operator": ">", + "thresholdValue": "0", + "representation": "success", + "text": "Backend targets available" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "success", + "text": "{0}{1}" + } + ] + } + }, + { + "columnMatch": "id1", + "formatter": 5 + }, + { + "columnMatch": "Recommendation", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "colors", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "No Backend targets", + "representation": "redBright", + "text": "No Backend targets" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "green", + "text": "Backend targets enabled" + } + ] + } + }, + { + "columnMatch": "backendPoolIPTarget", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": ">", + "thresholdValue": "0", + "representation": "success", + "text": "" + }, + { + "operator": "==", + "thresholdValue": "0", + "representation": "disabled", + "text": "" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "success", + "text": "{0}{1}" + } + ] + } + }, + { + "columnMatch": "backendPoolVMTarget", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "is Empty", + "representation": "disabled", + "text": "" + }, + { + "operator": ">", + "thresholdValue": "0", + "representation": "success", + "text": "" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "success", + "text": "{0}{1}" + } + ] + } + }, + { + "columnMatch": "Recommednation", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "colors", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "No Backend targets", + "representation": "redBright", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "green", + "text": "{0}{1}" + } + ] + } + } + ], + "labelSettings": [ + { + "columnId": "id", + "label": "ID" + }, + { + "columnId": "name", + "label": "Name" + }, + { + "columnId": "SKUName", + "label": "SKU" + }, + { + "columnId": "SKUTier", + "label": "SKU Tier" + }, + { + "columnId": "SKUCapacity", + "label": "Capacity" + }, + { + "columnId": "resourceGroup", + "label": "Resource Group" + }, + { + "columnId": "subscriptionId", + "label": "Subscription ID" + }, + { + "columnId": "backendIPCount", + "label": "Has backend pool for IPs?" + }, + { + "columnId": "backendAddressesCount", + "label": "Has backend pool for VMs?" + }, + { + "columnId": "id1", + "label": "ResourceID" + } + ] + } + }, + "name": "Get-Idle-AppGW" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "appGateway" + }, + "name": "NetworkingAppGateway" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 1, + "content": { + "json": "# Recommendations for Load Balancers\r\nReview Load balancers with no backend pools, and remove them if not needed.", + "style": "upsell" + }, + "name": "Recommendations for Load Balancers" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources \r\n| where resourceGroup in ({ResourceGroup})\r\n| extend resourceGroup=strcat('/subscriptions/',subscriptionId,'/resourceGroups/',resourceGroup), SKUName=tostring(sku.name),SKUTier=tostring(sku.tier),location,backendAddressPools = properties.backendAddressPools\r\n| where type =~ 'microsoft.network/loadbalancers' and array_length(backendAddressPools) == 0 and sku.name!='Basic'\r\n| order by id asc\r\n| project id,name, SKUName,SKUTier,backendAddressPools, location,resourceGroup, subscriptionId\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}'])\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct id\r\n )\r\n on id", + "size": 0, + "title": "Load Balancers with empty backend pools", + "noDataMessage": "You don't have any Load Balancers with empty backendpools", + "noDataMessageStyle": 3, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "backendAddressPools", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "0", + "representation": "disabled", + "text": "Empty Backend Pool" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "success", + "text": "" + } + ] + } + }, + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "id1", + "formatter": 5 + } + ], + "labelSettings": [ + { + "columnId": "id", + "label": "Resource ID" + }, + { + "columnId": "name", + "label": "Name" + }, + { + "columnId": "SKUName", + "label": "SKU" + }, + { + "columnId": "SKUTier", + "label": "SKU Tier" + }, + { + "columnId": "backendAddressPools", + "label": "Has backend pool?" + }, + { + "columnId": "location", + "label": "Location" + }, + { + "columnId": "resourceGroup", + "label": "Resource Group" + }, + { + "columnId": "subscriptionId", + "label": "Subscription Name" + }, + { + "columnId": "id1", + "label": "ResourceID" + } + ] + } + }, + "name": "Get-Idle-LB" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "loadBalancer" + }, + "name": "LoadBalancerGroup" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 1, + "content": { + "json": "# Recommendations for Public IP Addresses\r\nReview unattached Public IP addresses, as they may represent additional cost.\r\n
This query will also show Public IPs attached to Idle network cards.\r\n", + "style": "upsell" + }, + "name": "Recommendations for PIP" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources \r\n| where resourceGroup in ({ResourceGroup})\r\n| where type =~ 'Microsoft.Network/publicIPAddresses' and isempty(properties.ipConfiguration) and isempty(properties.natGateway) and properties.publicIPAllocationMethod =~ 'Static'\r\n| extend PublicIpId=id, IPName=name, AllocationMethod=tostring(properties.publicIPAllocationMethod), SKUName=sku.name, Location=location ,resourceGroup=strcat('/subscriptions/',subscriptionId,'/resourceGroups/',resourceGroup)\r\n| project PublicIpId,IPName, SKUName, resourceGroup, Location, AllocationMethod, subscriptionId\r\n| union (\r\n Resources \r\n | where type =~ 'microsoft.network/networkinterfaces' and isempty(properties.virtualMachine) and isnull(properties.privateEndpoint) and isnotempty(properties.ipConfigurations) \r\n | extend IPconfig = properties.ipConfigurations \r\n | mv-expand IPconfig \r\n | extend PublicIpId= tostring(IPconfig.properties.publicIPAddress.id)\r\n | project PublicIpId\r\n | join ( \r\n resources \r\n | where type =~ 'Microsoft.Network/publicIPAddresses'\r\n | extend PublicIpId=id, IPName=name, AllocationMethod=tostring(properties.publicIPAllocationMethod), SKUName=sku.name, resourceGroup, Location=location \r\n ) on PublicIpId\r\n | project PublicIpId,IPName, SKUName, resourceGroup, Location, AllocationMethod, subscriptionId\r\n)\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}'])\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | extend PublicIpId=id\r\n | distinct PublicIpId\r\n )\r\n on PublicIpId\r\n", + "size": 0, + "title": "Unattached Public IPs", + "noDataMessage": "You have no unattached Public IPs", + "noDataMessageStyle": 3, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "PublicIpId1", + "formatter": 5 + } + ], + "labelSettings": [ + { + "columnId": "PublicIpId", + "label": "ID" + }, + { + "columnId": "IPName", + "label": "Name" + }, + { + "columnId": "SKUName", + "label": "SKU" + }, + { + "columnId": "resourceGroup", + "label": "Resource Group" + }, + { + "columnId": "AllocationMethod", + "label": "Allocation Method" + }, + { + "columnId": "subscriptionId", + "label": "Subscription Name" + }, + { + "columnId": "PublicIpId1", + "label": "Resource ID" + } + ] + } + }, + "name": "Get-Idle-PIP" + }, + { + "type": 1, + "content": { + "json": "# Routing Preference\r\n\r\nAzure routing preference enables you to choose how your traffic routes between Azure and the Internet. You can choose to route traffic either via the Microsoft network or via the ISP network (public internet). By default, traffic is routed via the Microsoft global network for all Azure services.\r\n\r\nRouting preference choices include:\r\n\r\n- **Microsoft Network**: Both ingress and egress traffic stays bulk of the travel on the Microsoft global network. This routing is also known as cold potato routing. This option has a higher ingress/egress cost.\r\n\r\n- **Public Internet (ISP network)**: The new routing choice Internet routing minimizes travel on the Microsoft global network and uses the transit ISP network to route your traffic. This routing is also known as hot potato routing.\r\n\r\nFor more information about routing preference, see [What is routing preference?](https://learn.microsoft.com/azure/virtual-network/ip-services/ip-services-overview#routing-preference).\r\n\r\n", + "style": "upsell" + }, + "name": "text - 3" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources\r\n| where resourceGroup in ({ResourceGroup})\r\n| where type =~ 'Microsoft.Network/publicIPAddresses' and isnotempty(properties.ipConfiguration)\r\n| where tostring(properties.ipTags)== \"[]\"\r\n| extend PublicIpId=id, RoutingMethod=id, IPName=name, AllocationMethod=tostring(properties.publicIPAllocationMethod), SKUName=sku.name, Location=location ,resourceGroup=strcat('/subscriptions/',subscriptionId,'/resourceGroups/',resourceGroup)\r\n| project PublicIpId,IPName, RoutingMethod,SKUName, resourceGroup, Location, AllocationMethod, subscriptionId\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}'])\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | extend PublicIpId=id\r\n | distinct PublicIpId\r\n )\r\n on PublicIpId", + "size": 0, + "title": "Public IP Addresses ", + "noDataMessageStyle": 3, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "RoutingMethod", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "Default", + "thresholdValue": null, + "representation": "info", + "text": "Microsoft Network" + } + ] + } + }, + { + "columnMatch": "PublicIpId1", + "formatter": 5 + } + ], + "labelSettings": [ + { + "columnId": "PublicIpId", + "label": "ID" + }, + { + "columnId": "IPName", + "label": "Name" + }, + { + "columnId": "RoutingMethod", + "label": "Routing Method" + }, + { + "columnId": "SKUName", + "label": "SKU Name" + }, + { + "columnId": "resourceGroup", + "label": "Resource Group" + }, + { + "columnId": "Location", + "label": "Location" + }, + { + "columnId": "AllocationMethod", + "label": "Allocation Method" + }, + { + "columnId": "subscriptionId", + "label": "SubscriptionId" + }, + { + "columnId": "PublicIpId1", + "label": "Resource ID" + } + ] + } + }, + "name": "Query-PIP-RoutingPreference" + }, + { + "type": 1, + "content": { + "json": "# DDoS IP Protection\r\nIf you need to protect fewer than 15 public IP resources, the IP Protection tier is the more cost-effective option. However, if you have more than 15 public IP resources to protect, then the Network Protection tier becomes more cost-effective. \r\n\r\nThis query will surface all Public IP (PIP) addressess with the DDoS Protection enabled. If there are more than 15 Public IP Addresses with DDoS protection in the same virtual network, then it is cheaper to enable DDoS Network protection.\r\n\r\nThe Network Protection tier also provides additional features, including:\r\n\r\n- DDoS Protection Rapid Response (DRR)\r\n- Cost protection guarantees\r\n- Web Application Firewall (WAF) discounts\r\n\r\nFor more information about DDoS protection, see [Which Azure DDoS Protection tier should I choose?](https://learn.microsoft.com/azure/ddos-protection/ddos-faq?source=recommendations#which-azure-ddos-protection-tier-should-i-choose-).", + "style": "upsell" + }, + "name": "text - 5" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources\r\n| where type == \"microsoft.network/publicipaddresses\"\r\n| project ddosProtection=tostring(properties.ddosSettings), name\r\n| where ddosProtection has \"Enabled\"\r\n| count\r\n| project TotalIpsProtected = Count\r\n| extend CheckIpsProtected = iff(TotalIpsProtected >= 15,\"Enable Network Protection tier\", \"Enable PIP DDoS Protection\")", + "size": 0, + "title": "Public IP Addresses DDoS Protection", + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "RoutingMethod", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "Default", + "thresholdValue": null, + "representation": "info", + "text": "Microsoft Network" + } + ] + } + }, + { + "columnMatch": "PublicIpId1", + "formatter": 5 + } + ] + } + }, + "name": "Query-PIP-DDoSProtection" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "publicIP" + }, + "name": "PIPGroup" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 1, + "content": { + "json": "# Recommendations for Virtual Network Gateways\r\nReview idle Virtual Network Gateways that have no connections defined, as they may represent additional cost.\r\n", + "style": "upsell" + }, + "name": "Recommendations for idle virtualNetworkGateways" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources\r\n| where type == \"microsoft.network/virtualnetworkgateways\"\r\n| extend resourceGroup =strcat('/subscriptions/',subscriptionId,'/resourceGroups/',resourceGroup)\r\n| project id, GWName=name,resourceGroup,location,subscriptionId\r\n| join kind = leftouter(\r\n resources\r\n | where type == \"microsoft.network/connections\"\r\n | extend id = tostring(properties.virtualNetworkGateway1.id)\r\n | project id\r\n | union (\r\n resources\r\n | where type == \"microsoft.network/connections\"\r\n | extend id = tostring(properties.virtualNetworkGateway2.id)\r\n | project id\r\n )\r\n) on id\r\n| where isempty(id1)\r\n| project id, GWName,resourceGroup,location,subscriptionId,status=id", + "size": 0, + "title": "Idle Virtual Network Gateways", + "noDataMessage": "No Idle Virtual Network Gateways found", + "noDataMessageStyle": 3, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "status", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "Default", + "thresholdValue": null, + "representation": "warning", + "text": "Error-Connection not configured" + } + ] + } + } + ], + "filter": true, + "labelSettings": [ + { + "columnId": "id", + "label": "Resource ID" + }, + { + "columnId": "GWName", + "label": "VPN Gateway Name" + }, + { + "columnId": "status", + "label": "Is connected?" + } + ] + } + }, + "name": "query - Idle Virtual Network gateways" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "vpnGw" + }, + "name": "VPNGW Group" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "advisorresources\r\n| where type =~ 'microsoft.advisor/recommendations'\r\n| where resourceGroup in ({ResourceGroup})\r\n| where properties.category == 'Cost' and properties.lastUpdated >= ago(1d)\r\n| where properties.impactedField has \"Network\"\r\n| extend AffectedResource=tostring(properties.resourceMetadata.resourceId), Category=properties.category, SubCategory=properties.impactedField, Impact=properties.impact,resourceGroup,subscriptionId,Recommendation=tostring(properties.shortDescription.problem), id, stableId = name, recommendationTypeId = tostring(properties.recommendationTypeId), maxCpuP95 = properties.extendedProperties.MaxCpuP95\r\n| join kind = leftouter\r\n(advisorresources | where type=~'microsoft.advisor/suppressions'\r\n| extend tokens = split(id, '/')\r\n| extend stableId = iff(array_length(tokens) > 3, tokens[(array_length(tokens)-3)], '')\r\n| extend expirationTimeStamp = todatetime(iff(strcmp(tostring(properties.ttl), '-1') == 0, '9999-12-31', properties.expirationTimeStamp))\r\n| where expirationTimeStamp > now()\r\n| project stableId, expirationTimeStamp)\r\non stableId\r\n| where isempty(expirationTimeStamp)\r\n| project AffectedResource=tostring(properties.resourceMetadata.resourceId), Category=properties.category, SubCategory=properties.impactedField, Recommendation=tostring(properties.shortDescription.problem), Impact=properties.impact,resourceGroup,subscriptionId, id, stableId = name, recommendationTypeId = tostring(properties.recommendationTypeId), maxCpuP95 = properties.extendedProperties.MaxCpuP95\r\n| join kind = leftouter\r\n(advisorresources | where type =~ 'microsoft.advisor/configurations' | where isempty(resourceGroup) == true\r\n| project subscriptionId, excludeRecomm = properties.exclude, lowCpuThreshold = properties.lowCpuThreshold, AffectedResource=tostring(properties.resourceMetadata.resourceId),Impact=properties.impact,resourceGroup,AdditionaInfo=properties.extendedProperties,Recommendation=tostring(properties.shortDescription.problem))\r\non subscriptionId\r\n| extend isActive1 = iff(isnull(excludeRecomm), true, tobool(excludeRecomm) == false)\r\n| extend isActive2 = iff(recommendationTypeId == 'e10b1381-5f0a-47ff-8c7b-37bd13d7c974', iff((isnotempty(lowCpuThreshold) and isnotempty(maxCpuP95)), toint(maxCpuP95) < toint(lowCpuThreshold), iff((isempty(maxCpuP95) or toint(maxCpuP95) < 5), true, false)), true)\r\n| where isActive1 == true and isActive2 == true\r\n| join kind = leftouter\r\n(advisorresources | where type =~ 'microsoft.advisor/configurations' | where isnotempty(resourceGroup) == true\r\n| project subscriptionId, resourceGroup, excludeProperty = properties.exclude)\r\non subscriptionId, resourceGroup\r\n| extend isActive3 = iff(isnull(excludeProperty), true, tobool(excludeProperty) == false)\r\n| where isActive3 == true\r\n| where Category == 'Cost' \r\n| where SubCategory has \"Network\"\r\n| project-away subscriptionId1, subscriptionId2, AffectedResource1, isActive2, isActive3, Impact1, Recommendation1, resourceGroup1, resourceGroup2", + "size": 0, + "title": "Azure Advisor Cost recommendations", + "noDataMessage": "You are following all of our cost recommendations for Networking", + "noDataMessageStyle": 3, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "Group", + "formatter": 1 + }, + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "id", + "formatter": 5 + }, + { + "columnMatch": "stableId", + "formatter": 5 + }, + { + "columnMatch": "recommendationTypeId", + "formatter": 5 + }, + { + "columnMatch": "maxCpuP95", + "formatter": 5 + }, + { + "columnMatch": "excludeRecomm", + "formatter": 5 + }, + { + "columnMatch": "lowCpuThreshold", + "formatter": 5 + }, + { + "columnMatch": "AdditionaInfo", + "formatter": 5, + "formatOptions": { + "customColumnWidthSetting": "19ch" + } + }, + { + "columnMatch": "isActive1", + "formatter": 5 + }, + { + "columnMatch": "excludeProperty", + "formatter": 5 + } + ], + "rowLimit": 1000, + "filter": true, + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "Recommendation" + ], + "expandTopLevel": true + }, + "labelSettings": [ + { + "columnId": "AffectedResource", + "label": "Affected Resource" + }, + { + "columnId": "Category", + "label": "Recommendation Category" + }, + { + "columnId": "SubCategory", + "label": "Affected Resource Type" + }, + { + "columnId": "Recommendation", + "label": "Recommendation" + }, + { + "columnId": "Impact", + "label": "Impact" + }, + { + "columnId": "resourceGroup", + "label": "Resource Group" + }, + { + "columnId": "subscriptionId", + "label": "Subscription ID" + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "isVisible", + "comparison": "isEqualTo", + "value": "true" + }, + "name": "Get-AdvisorRecommendations-Networking" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": " resources\r\n | where resourceGroup in ({ResourceGroup})\r\n | where type has \"Microsoft.Network\"\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend AffectedResource=id,ResourceRG=resourceGroup\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}'])\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct id\r\n | project id", + "size": 0, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ] + }, + "conditionalVisibility": { + "parameterName": "isVisible", + "comparison": "isEqualTo", + "value": "true" + }, + "name": "query - tags - list all network resources" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"d446799d-b1af-4bca-9d72-84ba2d87008d\",\"mergeType\":\"innerunique\",\"leftTable\":\"Get-AdvisorRecommendations-Networking\",\"rightTable\":\"query - tags - list all network resources\",\"leftColumn\":\"AffectedResource\",\"rightColumn\":\"id\"}],\"projectRename\":[{\"originalName\":\"[Get-AdvisorRecommendations-Networking].AffectedResource\",\"mergedName\":\"AffectedResource\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d87008d\"},{\"originalName\":\"[Get-AdvisorRecommendations-Networking].Category\",\"mergedName\":\"Category\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d87008d\"},{\"originalName\":\"[Get-AdvisorRecommendations-Networking].SubCategory\",\"mergedName\":\"SubCategory\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d87008d\"},{\"originalName\":\"[Get-AdvisorRecommendations-Networking].Recommendation\",\"mergedName\":\"Recommendation\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d87008d\"},{\"originalName\":\"[Get-AdvisorRecommendations-Networking].Impact\",\"mergedName\":\"Impact\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d87008d\"},{\"originalName\":\"[Get-AdvisorRecommendations-Networking].resourceGroup\",\"mergedName\":\"resourceGroup\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d87008d\"},{\"originalName\":\"[Get-AdvisorRecommendations-Networking].subscriptionId\",\"mergedName\":\"subscriptionId\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d87008d\"},{\"originalName\":\"[Get-AdvisorRecommendations-Networking].excludeProperty\"},{\"originalName\":\"[Get-AdvisorRecommendations-Networking].isActive1\"},{\"originalName\":\"[Get-AdvisorRecommendations-Networking].AdditionaInfo\"},{\"originalName\":\"[Get-AdvisorRecommendations-Networking].lowCpuThreshold\"},{\"originalName\":\"[Get-AdvisorRecommendations-Networking].excludeRecomm\"},{\"originalName\":\"[Get-AdvisorRecommendations-Networking].maxCpuP95\"},{\"originalName\":\"[Get-AdvisorRecommendations-Networking].recommendationTypeId\"},{\"originalName\":\"[Get-AdvisorRecommendations-Networking].stableId\"},{\"originalName\":\"[query - tags - list all network resources].id\"},{\"originalName\":\"[Get-AdvisorRecommendations-Networking].id\"}]}", + "size": 0, + "title": "Azure Advisor Cost recommendations", + "noDataMessage": "You are following all of our cost recommendations for Networking", + "noDataMessageStyle": 3, + "showExportToExcel": true, + "queryType": 7 + }, + "showPin": false, + "name": "query - Merge - Network Advisor recommendations" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "advisorNetworking" + }, + "name": "AdvisorGroupNetworking" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 1, + "content": { + "json": "# Recommendations for NAT Gateways\r\nReview idle NAT Gateways that have no subnet defined, as they may represent additional cost.\r\n", + "style": "upsell" + }, + "name": "Recommendations for idle NAT Gateway" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources\r\n| where type == \"microsoft.network/natgateways\" and isnull(properties.subnets)\r\n| project id, GWName=name, SKUName=tostring(sku.name), SKUTier=tostring(sku.tier), Location=location ,resourceGroup=tostring(strcat('/subscriptions/',subscriptionId,'/resourceGroups/',resourceGroup)),subnet=tostring(properties.subnet), subscriptionId\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}'])\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct id\r\n )\r\n on id", + "size": 0, + "title": "Idle NAT Gateways", + "noDataMessage": "No idle NAT gateways found", + "noDataMessageStyle": 3, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "subnet", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "Default", + "thresholdValue": null, + "representation": "warning", + "text": "Not associated." + } + ] + } + }, + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "id1", + "formatter": 5 + } + ], + "filter": true, + "labelSettings": [ + { + "columnId": "id", + "label": "Resource ID" + }, + { + "columnId": "GWName", + "label": "NAT Gateway Name" + }, + { + "columnId": "SKUName", + "label": "SKU Name" + }, + { + "columnId": "SKUTier", + "label": "SKU Tier" + }, + { + "columnId": "Location", + "label": "Location" + }, + { + "columnId": "resourceGroup", + "label": "Resource Group" + }, + { + "columnId": "subnet", + "label": "Subnet" + }, + { + "columnId": "subscriptionId", + "label": "Subscription" + } + ] + } + }, + "name": "query - Idle NAT gateways" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "natgw" + }, + "name": "NATGW Group" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 1, + "content": { + "json": "# Recommendations for Private DNS\r\nReview private DNS without [Virtual Network Links](https://learn.microsoft.com/azure/dns/private-dns-virtual-network-links).\r\n", + "style": "upsell" + }, + "name": "Recommendations for idle private dns" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources\r\n| where type == \"microsoft.network/privatednszones\" and properties.numberOfVirtualNetworkLinks == 0\r\n| project id, PrivateDNSName=name, NumberOfRecordSets=tostring(properties.numberOfRecordSets),resourceGroup=tostring(strcat('/subscriptions/',subscriptionId,'/resourceGroups/',resourceGroup)),vNets=tostring(properties.properties.numberOfVirtualNetworkLinks), subscriptionId\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}'])\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct id\r\n )\r\n on id", + "size": 0, + "title": "Idle private DNS ", + "noDataMessage": "No idle private DNS found", + "noDataMessageStyle": 3, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "vNets", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "0", + "representation": "2", + "text": "Not associated to any vNET" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "warning", + "text": "Not associated to any vNET" + } + ] + } + }, + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "id1", + "formatter": 5 + }, + { + "columnMatch": "subnet", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "Default", + "thresholdValue": null, + "representation": "warning", + "text": "Not associated." + } + ] + } + } + ], + "filter": true, + "labelSettings": [ + { + "columnId": "id", + "label": "Resource ID" + }, + { + "columnId": "PrivateDNSName", + "label": "Private DNS name" + }, + { + "columnId": "NumberOfRecordSets", + "label": "Number of DNS records" + }, + { + "columnId": "resourceGroup", + "label": "Resource Group" + }, + { + "columnId": "vNets", + "label": "vNETs associated" + }, + { + "columnId": "subscriptionId", + "label": "Subscription" + } + ] + } + }, + "name": "query - Idle private DNS" + }, + { + "type": 1, + "content": { + "json": "# Recommendations for Private endpoints\r\nReview [Private Endpoints](https://learn.microsoft.com/azure/private-link/private-endpoint-overview) that are not connected to any resource.", + "style": "upsell" + }, + "name": "Recommendations for idle private endpoints" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources\r\n| where type =~ \"microsoft.network/privateendpoints\"\r\n| extend connection = iff(array_length(properties.manualPrivateLinkServiceConnections) > 0, properties.manualPrivateLinkServiceConnections[0], properties.privateLinkServiceConnections[0])\r\n| extend subnetId = properties.subnet.id\r\n| extend subnetIdSplit = split(subnetId, \"/\")\r\n| extend vnetId = strcat_array(array_slice(subnetIdSplit,0,8), \"/\")\r\n| extend serviceId = tostring(connection.properties.privateLinkServiceId)\r\n| extend serviceIdSplit = split(serviceId, \"/\")\r\n| extend serviceName = tostring(serviceIdSplit[8])\r\n| extend serviceTypeEnum = iff(isnotnull(serviceIdSplit[6]), tolower(strcat(serviceIdSplit[6], \"/\", serviceIdSplit[7])), \"microsoft.network/privatelinkservices\")\r\n| extend stateEnum = tostring(connection.properties.privateLinkServiceConnectionState.status)\r\n| extend stateDescription = tostring(connection.properties.privateLinkServiceConnectionState.description)\r\n| extend groupIds = tostring(connection.properties.groupIds[0])\r\n| where stateEnum == \"Disconnected\"\r\n| extend Details = pack_all()\r\n| project id, PrivateDNSName=name, stateEnum, stateDescription, resourceGroup=tostring(strcat('/subscriptions/',subscriptionId,'/resourceGroups/',resourceGroup)),serviceName, serviceTypeEnum, groupIds, vnetId, subnetId,subscriptionId\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}'])\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct id\r\n )\r\n on id", + "size": 0, + "title": "Idle private endpoints", + "noDataMessage": "No idle private endpoints found", + "noDataMessageStyle": 3, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "serviceTypeEnum", + "formatter": 16, + "formatOptions": { + "showIcon": true + } + }, + { + "columnMatch": "vnetId", + "formatter": 13, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "subnetId", + "formatter": 13, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "id1", + "formatter": 5 + } + ], + "filter": true, + "labelSettings": [ + { + "columnId": "id", + "label": "Resource ID" + }, + { + "columnId": "PrivateDNSName", + "label": "Private Endpoint name" + }, + { + "columnId": "stateEnum", + "label": "State" + }, + { + "columnId": "stateDescription", + "label": "State description" + }, + { + "columnId": "resourceGroup", + "label": "Resource Group" + }, + { + "columnId": "serviceName", + "label": "Resource Name" + }, + { + "columnId": "serviceTypeEnum", + "label": "Service Type" + }, + { + "columnId": "groupIds", + "label": "Resource Sub-type" + }, + { + "columnId": "vnetId", + "label": "Subnet" + }, + { + "columnId": "subnetId", + "label": "Subscription" + } + ] + } + }, + "name": "query - Idle private endpoint" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "privatedns" + }, + "name": "Private DNS and Private Endpoints Group" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 1, + "content": { + "json": "# Recommendations for Azure Firewall\r\n\r\n## Azure Firewall Premium SKU\r\nThis table identifies Azure Firewalls with Premium SKU and evaluates whether the associated policy incorporates premium-only features or not. If a Premium SKU Firewall lacks a policy with premium features, such as TLS or intrusion detection it will be shown here. To learn more about Azure Firewall skus, check this [SKU comparison table](https://learn.microsoft.com/azure/firewall/choose-firewall-sku). ", + "style": "upsell" + }, + "name": "Recommendations for premium Firewall" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources \r\n| where type =~ 'Microsoft.Network/azureFirewalls' and properties.sku.tier==\"Premium\"\r\n| project FWID=id, firewallName = name, SkuTier = tostring(properties.sku.tier), resourceGroup, location\r\n| join kind=inner (\r\n resources\r\n | where type =~ 'microsoft.network/firewallpolicies'\r\n | mv-expand properties.firewalls\r\n | extend intrusionDetection = tostring(properties.intrusionDetection contains \"Alert\" or properties.intrusionDetection contains \"Deny\"), transportSecurity = tostring(properties.transportSecurity contains \"keyVaultSecretId\")\r\n | extend FWID=tostring(properties_firewalls.id)\r\n | where intrusionDetection == \"False\" and transportSecurity == \"False\"\r\n | project PolicyName = name, PolicySKU=tostring(properties.sku.tier), intrusionDetection, transportSecurity, FWID\r\n) on FWID", + "size": 0, + "title": "Azure Firewall Premium", + "noDataMessage": "No Azure Firewall Premium found", + "noDataMessageStyle": 3, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "firewallName", + "formatter": 5 + }, + { + "columnMatch": "FWID1", + "formatter": 5 + }, + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "status", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "Default", + "thresholdValue": null, + "representation": "warning", + "text": "Error-Connection not configured" + } + ] + } + } + ], + "filter": true, + "labelSettings": [ + { + "columnId": "FWID", + "label": "Firewall Name" + }, + { + "columnId": "firewallName", + "label": "FWName" + }, + { + "columnId": "SkuTier", + "label": "SKU" + }, + { + "columnId": "resourceGroup", + "label": "Resource Group" + }, + { + "columnId": "location", + "label": "Location" + }, + { + "columnId": "PolicyName", + "label": "Policy Name" + }, + { + "columnId": "PolicySKU", + "label": "Policy SKU" + }, + { + "columnId": "intrusionDetection", + "label": "Is Intrusion Detection enabled?" + }, + { + "columnId": "transportSecurity", + "label": "Is TLS enabled?" + } + ] + } + }, + "name": "query - Optimize Premium AZ Firewall" + }, + { + "type": 1, + "content": { + "json": "## Avoid multiple Firewall instances in the same region\r\nOptimize the use of Azure Firewall by having a central instance of Azure Firewall in the hub virtual network or Virtual WAN secure hub and share the same firewall across many spoke virtual networks that are connected to the same hub from the same region. Ensure there's no unexpected cross-region traffic as part of the hub-spoke topology nor multiple Azure firewall instances deployed to the same region. To learn more about Azure Firewall design principles, check [Azure Well-Architected Framework review - Azure Firewall](https://learn.microsoft.com/azure/well-architected/service-guides/azure-firewall#cost-optimization).", + "style": "upsell" + }, + "name": "text - 3" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources \r\n| where type =~ 'Microsoft.Network/azureFirewalls'\r\n| mv-expand properties.ipConfigurations\r\n| project FWID=id, firewallName = name, SkuTier = tostring(properties.sku.tier), FWRG=resourceGroup, FWLocation=location, SubnetID=tostring(properties_ipConfigurations.properties.subnet.id)\r\n| join (\r\nresources\r\n| where type =~ 'Microsoft.Network/virtualNetworks' \r\n| mv-expand properties.subnets\r\n| where properties_subnets.id has 'AzureFirewallSubnet'\r\n| extend SubnetID=tostring(properties_subnets.id), SubnetName=name, SubnetLocation=location, SubnetRG=resourceGroup) on SubnetID\r\n| project FWID, FWRG,FWLocation, SubnetID,SubnetName, SubnetRG, SubnetLocation\r\n", + "size": 0, + "title": "Azure Firewall per location", + "noDataMessage": "No Firewall deployed", + "noDataMessageStyle": 3, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "SubnetName", + "formatter": 5 + }, + { + "columnMatch": "firewallName", + "formatter": 5 + }, + { + "columnMatch": "FWID1", + "formatter": 5 + }, + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "status", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "Default", + "thresholdValue": null, + "representation": "warning", + "text": "Error-Connection not configured" + } + ] + } + } + ], + "filter": true, + "labelSettings": [ + { + "columnId": "FWID", + "label": "Firewall Name" + }, + { + "columnId": "FWRG", + "label": "Firewall Resource Group" + }, + { + "columnId": "FWLocation", + "label": "Firewall Location" + }, + { + "columnId": "SubnetID", + "label": "Vnet / Subnet Name" + }, + { + "columnId": "SubnetName", + "label": "Subnet extended Name" + }, + { + "columnId": "SubnetRG", + "label": "Subnet Resource Group" + }, + { + "columnId": "SubnetLocation", + "label": "Subnet Location" + } + ] + } + }, + "name": "query - Firewall per Location" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "firewall" + }, + "name": "Firewall Group" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 1, + "content": { + "json": "# Recommendations for ExpressRoute\r\n\r\nReview idle ExpressRoute circuits that has not been provisioned (service provider has not completed provisioning or has deprovisioned), as they may represent additional cost.", + "style": "upsell" + }, + "name": "Recommendations for ExpressRoute" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources\r\n| where type =~ 'Microsoft.Network/expressRouteCircuits' and properties.serviceProviderProvisioningState == \"NotProvisioned\"\r\n| extend ServiceLocation=tostring(properties.serviceProviderProperties.peeringLocation), ServiceProvider=tostring(properties.serviceProviderProperties.serviceProviderName), BandwidthInMbps=tostring(properties.serviceProviderProperties.bandwidthInMbps)\r\n| project ERId=id,ERName = name, ERRG = resourceGroup, SKUName=tostring(sku.name), SKUTier=tostring(sku.tier), SKUFamily=tostring(sku.family), ERLocation = location, ServiceLocation, ServiceProvider, BandwidthInMbps\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}'])\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | extend ERId=id\r\n | distinct ERId\r\n )\r\n on ERId\r\n\r\n", + "size": 0, + "title": "Idle ExpressRoute circuits", + "noDataMessage": "No idle ExpressRoute circuits found", + "noDataMessageStyle": 3, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "ERId1", + "formatter": 5 + } + ], + "labelSettings": [ + { + "columnId": "ERId", + "label": "ExpressRoute ID" + }, + { + "columnId": "ERName", + "label": "ER Name" + }, + { + "columnId": "ERRG", + "label": "Resource Group" + }, + { + "columnId": "SKUName", + "label": "SKU Name" + }, + { + "columnId": "SKUTier", + "label": "SKU Tier" + }, + { + "columnId": "SKUFamily", + "label": "SKU Family" + }, + { + "columnId": "ERLocation", + "label": "Location" + }, + { + "columnId": "ServiceLocation", + "label": "Service Location" + }, + { + "columnId": "ServiceProvider", + "label": "Service Provider" + }, + { + "columnId": "BandwidthInMbps", + "label": "Bandwidth in Mbps" + } + ] + } + }, + "name": "Idle ExpressRoute circuits" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "ER" + }, + "name": "ExpressRoute Group" + } + ] + }, + "name": "networking - Subscription" + } + ] + }, + "name": "group - 0" + } + ] + }, + "conditionalVisibilities": [ + { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "UsageOptimization" + }, + { + "parameterName": "SelectedRateOptimizationTab", + "comparison": "isEqualTo", + "value": "Networking" + } + ], + "name": "NetworkingGroup", + "styleSettings": { + "showBorder": true + } + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "template", + "title": "Storage cost optimization recommendations", + "loadFromTemplateId": "", + "items": [ + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "crossComponentResources": [ + "{Subscription}" + ], + "parameters": [ + { + "id": "37ceb1c3-3930-4689-a90b-22f26e42bd81", + "version": "KqlParameterItem/1.0", + "name": "Subscription", + "type": 6, + "isRequired": true, + "multiSelect": true, + "quote": "'", + "delimiter": ",", + "typeSettings": { + "additionalResourceOptions": [ + "value::all" + ], + "includeAll": false, + "showDefault": false + }, + "timeContext": { + "durationMs": 86400000 + }, + "defaultValue": "value::all", + "label": " Subscription" + }, + { + "id": "08f5fe68-c2e3-4882-9300-b3e33f572dfe", + "version": "KqlParameterItem/1.0", + "name": "ResourceGroup", + "label": "Resource Group", + "type": 2, + "isRequired": true, + "multiSelect": true, + "quote": "'", + "delimiter": ",", + "query": "resources\r\n| distinct resourceGroup", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [ + "value::all" + ], + "showDefault": false + }, + "defaultValue": "value::all", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + }, + { + "id": "4fea3013-df84-4930-a453-8a6bd0375130", + "version": "KqlParameterItem/1.0", + "name": "SingleSubHidden", + "type": 1, + "isRequired": true, + "query": "resourcecontainers\r\n| where type==\"microsoft.resources/subscriptions\"\r\n| take 1\r\n| project subscriptionId", + "crossComponentResources": [ + "{Subscription}" + ], + "isHiddenWhenLocked": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "label": "Hidden Subscription" + }, + { + "id": "8412f39d-ee67-4979-b887-47463b8848c2", + "version": "KqlParameterItem/1.0", + "name": "TagName", + "type": 2, + "query": "Resources\r\n| where tags != '' and tags != '[]'\r\n| mvexpand tags\r\n| extend tagName = tostring(bag_keys(tags)[0])\r\n| distinct tagName\r\n| sort by tagName asc", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [] + }, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "value": null, + "label": "Tag Name" + }, + { + "id": "50c68f38-13a0-4aff-a259-4426c83b7cc0", + "version": "KqlParameterItem/1.0", + "name": "TagValue", + "type": 2, + "query": "Resources\r\n| mvexpand tags\r\n| extend tagName = tostring(bag_keys(tags)[0])\r\n| extend tagValue = tostring(tags[tagName])\r\n| where tags != '' and tags != '[]' and tostring(bag_keys(tags)[0]) == '{TagName}'\r\n| distinct tagValue\r\n| sort by tagValue asc", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [] + }, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "value": null, + "label": "Tag Value" + } + ], + "style": "pills", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + }, + "customWidth": "75", + "conditionalVisibilities": [ + { + "parameterName": "SelectedTab", + "comparison": "isNotEqualTo", + "value": "CostInformation" + }, + { + "parameterName": "SelectedTab", + "comparison": "isNotEqualTo", + "value": "Welcome" + } + ], + "name": "parameters - Filters" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "crossComponentResources": [ + "{Subscription}" + ], + "parameters": [ + { + "id": "eae8a0d2-14e6-4cd1-a2d2-fd6b207cf517", + "version": "KqlParameterItem/1.0", + "name": "Location", + "type": 2, + "query": "Resources\r\n| where type =~ 'Microsoft.Compute/virtualMachines'\r\n| project name, location\r\n| summarize count () by location\r\n| project location", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [ + "value::1" + ] + }, + "timeContext": { + "durationMs": 86400000 + }, + "defaultValue": "value::1", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "label": "Resource Location" + } + ], + "style": "pills", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + }, + "customWidth": "25", + "conditionalVisibility": { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "AHB" + }, + "name": "parameters - location" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "crossComponentResources": [ + "{Subscription}" + ], + "parameters": [ + { + "id": "eae8a0d2-14e6-4cd1-a2d2-fd6b207cf517", + "version": "KqlParameterItem/1.0", + "name": "Location", + "type": 2, + "query": "Resources\r\n| where type =~ 'Microsoft.Compute/virtualMachines'\r\n| project name, location\r\n| summarize count () by location\r\n| project location", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [ + "value::1" + ] + }, + "timeContext": { + "durationMs": 86400000 + }, + "defaultValue": "value::1", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "label": "Resource Location" + } + ], + "style": "pills", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + }, + "customWidth": "25", + "conditionalVisibility": { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "AHB" + }, + "name": "parameters - location" + }, + { + "type": 11, + "content": { + "version": "LinkItem/1.0", + "style": "tabs", + "links": [ + { + "id": "0211f413-9f36-4750-9ef2-d382ba30ba6c", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "Storage Accounts", + "subTarget": "Storage", + "preText": "VM", + "style": "link" + }, + { + "id": "dbe9a7fb-6ab1-4de1-a98b-4ec8a9af906c", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "Managed Disks", + "subTarget": "Disks", + "style": "link" + }, + { + "id": "86ff248b-1ce4-4194-8cd4-b1e0a9956b5d", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "Backup", + "subTarget": "Backup", + "style": "link" + }, + { + "id": "6d563f46-7150-458c-9ee4-0558abe8e29b", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "Advisor recommendations", + "subTarget": "advisorStorage", + "style": "link" + } + ] + }, + "name": "links - Storage" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 1, + "content": { + "json": "## Idle backups\r\n\r\nReview protected items backup activity to determine if there are items that have not been backed up in the last 90 days. This could either mean that the underlying resource that's being backed up doesn't exist anymore or there's some issue with the resource that's preventing backups from being taken reliably.\r\n", + "style": "upsell" + }, + "name": "text - idleBackup" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "recoveryservicesresources\r\n| where type =~ 'microsoft.recoveryservices/vaults/backupfabrics/protectioncontainers/protecteditems'\r\n| extend vaultId = tostring(properties.vaultId),resourceId = tostring(properties.sourceResourceId),idleBackup= datetime_diff('day', now(), todatetime(properties.lastBackupTime)) > 90, resourceType=tostring(properties.workloadType), protectionState=tostring(properties.protectionState),lastBackupTime=tostring(properties.lastBackupTime), resourceGroup=strcat('/subscriptions/',subscriptionId,'/resourceGroups/',resourceGroup),lastBackupDate=todatetime(properties.lastBackupTime)\r\n| where idleBackup != 0\r\n| project resourceId,vaultId,idleBackup,lastBackupDate,resourceType,protectionState,lastBackupTime,location,resourceGroup,subscriptionId\r\n| join kind = inner(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}'])\r\n | extend vaultId = id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | project vaultId\r\n )\r\n on vaultId\r\n | project-away vaultId1", + "size": 0, + "title": "Idle backups", + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "idleBackup", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": ">", + "thresholdValue": "0", + "representation": "2", + "text": "No backup in the last 90 days" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "success", + "text": "" + } + ] + } + }, + { + "columnMatch": "resourceGroup", + "formatter": 14, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + } + ], + "labelSettings": [ + { + "columnId": "resourceId", + "label": "Resource ID" + }, + { + "columnId": "idleBackup", + "label": "Backup activity" + }, + { + "columnId": "lastBackupDate", + "label": "Last backup date" + }, + { + "columnId": "resourceType", + "label": "Resource type" + }, + { + "columnId": "protectionState", + "label": "Protection state" + }, + { + "columnId": "lastBackupTime", + "label": "Last backup time" + }, + { + "columnId": "location", + "label": "Location" + }, + { + "columnId": "resourceGroup", + "label": "Resource group" + }, + { + "columnId": "subscriptionId", + "label": "Subscription ID" + } + ] + }, + "sortBy": [] + }, + "name": "query - idleBackups" + }, + { + "type": 1, + "content": { + "json": "## Backup storage redundancy settings\r\n\r\nBy default, when you configure backup for resources, geo-redundant storage (GRS) replication is applied to these backups. While this is the recommended storage replication option as it creates more redundancy for your critical data, you can choose to protect items using locally-redundant storage (LRS) if that meets your backup availability needs for dev-test workloads. Using LRS instead of GRS halves the cost of your backup storage. \r\n\r\nπŸ–±οΈClick on each vault to see the configured storage replication\r\n", + "style": "upsell" + }, + "name": "text - backupReplication" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "Resources\r\n| where type == 'microsoft.recoveryservices/vaults'\r\n| where resourceGroup in ({ResourceGroup})\r\n| extend skuTier = tostring(sku['tier']), skuName = tostring(sku['name']), resourceGroup=strcat('/subscriptions/',subscriptionId,'/resourceGroups/',resourceGroup),redundancySettings = tostring(properties.redundancySettings['standardTierStorageRedundancy'])\r\n| order by id asc\r\n| project id,redundancySettings, resourceGroup, location,subscriptionId, skuTier, skuName\r\n| join kind = innerunique (\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}'])\r\n | extend vaultId = id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | project id\r\n)\r\non id\r\n| project-away id1\r\n", + "size": 0, + "title": "Recovery vaults storage replication ", + "exportedParameters": [ + { + "fieldName": "RGVault", + "parameterName": "resourceGroupVault", + "parameterType": 1 + }, + { + "fieldName": "subscriptionId", + "parameterName": "subscriptionId", + "parameterType": 1 + }, + { + "fieldName": "name", + "parameterName": "vaultName", + "parameterType": 1 + } + ], + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "redundancySettings", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "GeoRedundant", + "representation": "Globe", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "ResourceFlat", + "text": "{0}{1}" + } + ] + } + }, + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "RGVault", + "formatter": 5 + }, + { + "columnMatch": "name", + "formatter": 5 + } + ] + } + }, + "name": "query - backupStorageReplication" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "Backup" + }, + "name": "group - Backup" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 1, + "content": { + "json": "# Storage accounts\r\nGeneral-purpose v2 storage accounts support the latest Azure Storage features and incorporate all of the functionality of general-purpose v1 and Blob storage accounts. General-purpose v2 accounts are recommended for most storage scenarios.\r\n\r\n1. General-purpose v2 accounts deliver the lowest per-gigabyte capacity prices for Azure Storage, as well as industry-competitive transaction prices.\r\n2. General-purpose v2 accounts support default account access tiers of hot or cool and blob level tiering between hot, cool, or archive.\r\n3. General-purpose v2 accounts allows you to also use lifecycle management to optimize your storage cost", + "style": "upsell" + }, + "name": "Storage accounts" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources \r\n| where type =~ 'Microsoft.Storage/StorageAccounts' and kind !='StorageV2' and kind !='FileStorage' and kind != 'BlockBlobStorage'\r\n| where resourceGroup in ({ResourceGroup})\r\n| extend StorageAccountName=name, SAKind=kind,AccessTier=tostring(properties.accessTier),SKUName=sku.name, SKUTier=sku.tier, Location=location\r\n| order by id asc\r\n| project id,StorageAccountName, SKUName, SKUTier, SAKind,AccessTier, resourceGroup, Location, subscriptionId\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}'])\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct id\r\n )\r\n on id", + "size": 0, + "title": "Storage accounts which are not v2", + "noDataMessage": "All storage accounts are General-purpose v2", + "noDataMessageStyle": 3, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "SKUName", + "formatter": 1 + }, + { + "columnMatch": "SKUTier", + "formatter": 1 + }, + { + "columnMatch": "SAKind", + "formatter": 1 + }, + { + "columnMatch": "AccessTier", + "formatter": 1 + }, + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "id1", + "formatter": 5 + }, + { + "columnMatch": "storageaccount", + "formatter": 13, + "formatOptions": { + "linkTarget": "Resource", + "subTarget": "insights", + "linkIsContextBlade": true, + "showIcon": true + } + } + ], + "sortBy": [ + { + "itemKey": "$gen_link_id_0", + "sortOrder": 1 + } + ], + "labelSettings": [ + { + "columnId": "id", + "label": "Resource ID" + }, + { + "columnId": "StorageAccountName", + "label": "Name" + }, + { + "columnId": "SKUName", + "label": "SKU" + }, + { + "columnId": "SKUTier", + "label": "SKU Tier" + }, + { + "columnId": "SAKind", + "label": "Kind" + }, + { + "columnId": "AccessTier", + "label": "Access Tier" + }, + { + "columnId": "resourceGroup", + "label": "Resource Group" + }, + { + "columnId": "Location", + "label": "Location" + }, + { + "columnId": "subscriptionId", + "label": "Subscription Name" + } + ] + }, + "sortBy": [ + { + "itemKey": "$gen_link_id_0", + "sortOrder": 1 + } + ] + }, + "name": "Get-Storagev1" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "Storage" + }, + "name": "group - StorageAccount" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 1, + "content": { + "json": "## Unattached Managed Disks\r\n\r\nReview Managed Disks that are not attached to any Virtual machine.\r\n\r\n## Last Modified Date\r\nClick on a cell in the specified row to view the last modified date. This may help identify when the disk became idle.\r\n\r\n", + "style": "upsell" + }, + "name": "text - 3" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources \r\n| where type =~ 'microsoft.compute/disks' and managedBy == \"\"\r\n| extend diskState = tostring(properties.diskState)\r\n| where (tags !contains \"kubernetes.io-created-for-pvc\") and tags !contains \"ASR-ReplicaDisk\" and tags !contains \"asrseeddisk\" and tags !contains \"RSVaultBackup\"\r\n| where (managedBy == \"\" and diskState != 'ActiveSAS')\r\nor (diskState == 'Unattached' and diskState != 'ActiveSAS')\r\n| extend DiskId=id, DiskIDfull=id, DiskName=name, SKUName=sku.name, SKUTier=sku.tier, DiskSizeGB=tostring(properties.diskSizeGB), Location=location, TimeCreated=tostring(properties.timeCreated), QuickFix=id, SubId=subscriptionId\r\n| order by DiskId asc \r\n| project DiskId,DiskIDfull, DiskName, DiskSizeGB, SKUName, SKUTier, resourceGroup, QuickFix, Location, TimeCreated, subscriptionId,SubId\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}'])\r\n | extend DiskId = id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct DiskId\r\n )\r\n on DiskId", + "size": 0, + "title": "Unattached disks", + "noDataMessage": "There aren't any unattached disks!", + "noDataMessageStyle": 3, + "exportedParameters": [ + { + "fieldName": "DiskIDfull", + "parameterName": "DiskID" + }, + { + "fieldName": "DiskName", + "parameterName": "DiskName", + "parameterType": 1 + }, + { + "fieldName": "resourceGroup", + "parameterName": "ResourceGroup", + "parameterType": 1 + }, + { + "fieldName": "SubId", + "parameterName": "subscriptionId", + "parameterType": 1 + } + ], + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "table", + "gridSettings": { + "formatters": [ + { + "columnMatch": "DiskIDfull", + "formatter": 5 + }, + { + "columnMatch": "QuickFix", + "formatter": 7, + "formatOptions": { + "linkTarget": "ArmAction", + "linkLabel": "Remove Idle Disk", + "linkIsContextBlade": true, + "templateRunContext": { + "componentIdSource": "column", + "componentId": "DiskId", + "templateUriSource": "static", + "templateUri": "https://raw.githubusercontent.com/sebassem/MS-learn-Workbooks/main/Deploy-Tag.json", + "templateParameters": [ + { + "name": "DiskID", + "source": "static", + "value": "DiskId", + "kind": "stringValue" + } + ], + "titleSource": "static", + "title": "Remove Idle Disk", + "descriptionSource": "static", + "description": "# Description\r\nThis ARM Template will remove the selected disk.\r\n\r\n# Actions:\r\n- Click \"Remove Idle Disk\" to remove the selected item.\r\n- Click View Template to examine the template and parameters used during deployment\r\n\r\n\r\n\r\n", + "runLabelSource": "static", + "runLabel": "Remove Idle Disk" + }, + "armActionContext": { + "path": "/{DiskID}?api-version=2021-04-01", + "headers": [], + "params": [ + { + "key": "DiskID", + "value": "" + } + ], + "httpMethod": "DELETE", + "title": "Remove Idle Disks", + "description": "# Disk Deletion Warning: {DiskName}\r\n\r\n**Attention!**\r\n\r\nThis action will permanently remove the disk with the name **{DiskName}**. Please ensure that this disk is not currently in use and that you are deleting the correct disk.\r\n\r\n**Resource Details:**\r\n\r\n- Disk Name: {DiskName}\r\n- Resource Group: {ResourceGroup}\r\n\r\n### Required RBAC Permissions\r\n\r\nTo perform this action, you need to have **Contributor** permissions on the Resource Group where the disk is located.\r\n\r\nPlease review the information carefully before proceeding with the deletion.\r\n", + "actionName": "Removing Idle Dsk", + "runLabel": "I understand, remove disk {DiskName}" + } + } + }, + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + } + ], + "rowLimit": 1000, + "labelSettings": [ + { + "columnId": "DiskId", + "label": "Resource ID" + }, + { + "columnId": "DiskName", + "label": "Name" + }, + { + "columnId": "DiskSizeGB", + "label": "Disk Size (GB)" + }, + { + "columnId": "SKUName", + "label": "SKU" + }, + { + "columnId": "SKUTier", + "label": "SKU Tier" + }, + { + "columnId": "resourceGroup", + "label": "Resource Group" + }, + { + "columnId": "QuickFix", + "label": "Delete disk?" + }, + { + "columnId": "Location", + "label": "Location" + }, + { + "columnId": "TimeCreated", + "label": "Time Created" + }, + { + "columnId": "subscriptionId", + "label": "Subscription Name" + } + ] + }, + "sortBy": [] + }, + "customWidth": "80", + "name": "Get-Idle-Disk" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"ARMEndpoint/1.0\",\"data\":null,\"headers\":[],\"method\":\"GET\",\"path\":\"/subscriptions/{subscriptionId}/resources?\",\"urlParams\":[{\"key\":\"api-version\",\"value\":\"2021-04-01\"},{\"key\":\"$expand\",\"value\":\"createdTime,changedTime,provisioningState\"},{\"key\":\"$filter\",\"value\":\"name eq '{DiskName}' and resourceGroup eq'{ResourceGroup}'\"}],\"batchDisabled\":false,\"transformers\":[{\"type\":\"jsonpath\",\"settings\":{\"tablePath\":\"$.value\",\"columns\":[{\"path\":\"$..id\",\"columnid\":\"id\"},{\"path\":\"$..createdTime\",\"columnid\":\"createdTime\"},{\"path\":\"$..changedTime\",\"columnid\":\"changedTime\"},{\"path\":\"$.name\",\"columnid\":\"name\"}]}}]}", + "size": 0, + "title": "Disk last modified date", + "showExportToExcel": true, + "queryType": 12, + "gridSettings": { + "formatters": [ + { + "columnMatch": "id", + "formatter": 5 + }, + { + "columnMatch": "createdTime", + "formatter": 5 + }, + { + "columnMatch": "name", + "formatter": 5 + } + ], + "labelSettings": [ + { + "columnId": "id", + "label": "Name" + }, + { + "columnId": "createdTime", + "label": "Created time" + }, + { + "columnId": "changedTime", + "label": "Last change time" + } + ] + } + }, + "customWidth": "20", + "conditionalVisibility": { + "parameterName": "DiskID", + "comparison": "isNotEqualTo", + "value": "" + }, + "name": "IdleDisk date" + } + ] + }, + "name": "Idle Disks Group" + }, + { + "type": 1, + "content": { + "json": "# Premium disks attached to powered off virtual machines\r\nIf the VM associated with these premium disks has been deallocated for an extended period, consider changing the disk SKU to a less expensive option to save on costs. Premium disks are typically used for high-performance workloads, and if the VM is not in use, it might be more economical to downgrade the disk.", + "style": "upsell" + }, + "name": "text - premiumAttachedToPoweredOffVMs" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources\r\n| where type == \"microsoft.compute/virtualmachines\"\r\n| extend vmId = tolower(tostring(id)), vmName = name, vmState = tostring(properties.extended.instanceView.powerState.displayStatus),VMRG=resourceGroup\r\n| where vmState == \"VM stopped\" or vmState == \"VM deallocated\"\r\n| extend storageProfile = parse_json(tostring(properties.storageProfile.osDisk))\r\n| extend managedDiskId = tolower(tostring(storageProfile.managedDisk.id))\r\n| join kind=inner (\r\n resources\r\n | where type == \"microsoft.compute/disks\"\r\n | where sku.name == \"Premium_LRS\" or sku.name == \"Premium_ZRS\"\r\n | extend diskId = tolower(tostring(id)), diskName = name, diskSKU=tostring(sku.name), diskTier=tostring(sku.tier)\r\n) on $left.managedDiskId == $right.diskId\r\n| project vmId, vmName, vmState, diskName,VMRG, diskId, diskSKU,diskTier\r\n", + "size": 0, + "title": "Premium disks attached to powered off VMs", + "noDataMessage": "None of your deallocated VMs have premium disks", + "noDataMessageStyle": 3, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "vmName", + "formatter": 5 + } + ], + "labelSettings": [ + { + "columnId": "vmId", + "label": "VM ID" + }, + { + "columnId": "vmName", + "label": "VM name" + }, + { + "columnId": "vmState", + "label": "VM state" + }, + { + "columnId": "diskName", + "label": "Disk name" + }, + { + "columnId": "VMRG", + "label": "VM RG" + }, + { + "columnId": "diskId", + "label": "Disk ID" + }, + { + "columnId": "diskSKU", + "label": "Disk SKU" + }, + { + "columnId": "diskTier", + "label": "Disk Tier" + } + ] + } + }, + "name": "query-PremiumDiskDeallocatedVM" + }, + { + "type": 1, + "content": { + "json": "## Old Managed Disks snapshots\r\n\r\nReview Managed Disks snapshots that are older than 30 days\r\n", + "style": "upsell" + }, + "name": "text - 4" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources\r\n| where type == 'microsoft.compute/snapshots'\r\n| where resourceGroup in ({ResourceGroup})\r\n| extend TimeCreated = properties.timeCreated\r\n| extend resourceGroup=strcat(\"/subscriptions/\",subscriptionId,\"/resourceGroups/\",resourceGroup)\r\n| where TimeCreated < ago(30d)\r\n| order by id asc \r\n| project id, resourceGroup, location, TimeCreated ,subscriptionId\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}'])\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct id\r\n )\r\n on id", + "size": 0, + "title": "Disk Snapshots with + 30 Days", + "noDataMessage": "No Snapshots with more than 30 days.", + "noDataMessageStyle": 3, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "resourceGroup", + "formatter": 14, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "TimeCreated", + "formatter": 1 + }, + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "id1", + "formatter": 5 + } + ], + "labelSettings": [ + { + "columnId": "id", + "label": "Name" + }, + { + "columnId": "resourceGroup", + "label": "Resource Group" + }, + { + "columnId": "location", + "label": "Location" + }, + { + "columnId": "TimeCreated", + "label": "Time Created" + }, + { + "columnId": "subscriptionId", + "label": "Subscription Name" + } + ] + } + }, + "name": "Get-Old-Snapshots" + }, + { + "type": 1, + "content": { + "json": "## Managed Disks snapshots using Premium storage\r\n\r\nTo save 60% of cost, we recommend storing your snapshots in Standard Storage, regardless of the storage type of the parent disk. It is the default option for Managed Disks snapshots. Migrate your snapshot from Premium to Standard Storage.\r\n", + "style": "upsell" + }, + "name": "text - 5" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources\r\n| where type == 'microsoft.compute/snapshots'\r\n| where resourceGroup in ({ResourceGroup})\r\n| extend StorageSku = tostring(sku.tier), resourceGroup=strcat('/subscriptions/',subscriptionId,'/resourceGroups/',resourceGroup),diskSize=tostring(properties.diskSizeGB)\r\n| where StorageSku == \"Premium\"\r\n| project id,name,StorageSku,diskSize,location,resourceGroup,subscriptionId\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}'])\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct id\r\n )\r\n on id\r\n", + "size": 0, + "title": "Snapshots using premium storage", + "noDataMessage": "No snapshots are using Premium storage", + "noDataMessageStyle": 3, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "resourceGroup", + "formatter": 14, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "id1", + "formatter": 5 + } + ], + "labelSettings": [ + { + "columnId": "id", + "label": "Resource Id" + }, + { + "columnId": "name", + "label": "Name" + }, + { + "columnId": "StorageSku", + "label": "SKU" + }, + { + "columnId": "diskSize", + "label": "Disk Size (GB)" + }, + { + "columnId": "location", + "label": "Location" + }, + { + "columnId": "resourceGroup", + "label": "Resource Group" + }, + { + "columnId": "subscriptionId", + "label": "Subscription Id" + } + ] + } + }, + "name": "query - Snapshots using premium storage" + }, + { + "type": 1, + "content": { + "json": "## Orphaned Managed Disks snapshots\r\n\r\nReview snapshots with deleted source disks.\r\n", + "style": "upsell" + }, + "name": "text - 6" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources\r\n| where type == 'microsoft.compute/snapshots'\r\n| where resourceGroup in ({ResourceGroup})\r\n| extend parentDisk = properties.creationData.sourceResourceId, diskSize=tostring(properties.diskSizeGB),resourceGroup=strcat('/subscriptions/',subscriptionId,'/resourceGroups/',resourceGroup)\r\n| project id,parentDisk,diskSize,location,resourceGroup,subscriptionId\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}'])\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct id\r\n )\r\n on id\r\n", + "size": 0, + "title": "All Managed Disks snapshots", + "noDataMessage": "No snapshots found", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "labelSettings": [ + { + "columnId": "id", + "label": "Resource Id" + }, + { + "columnId": "parentDisk", + "label": "Parent Disk Resource Id" + }, + { + "columnId": "diskSize", + "label": "Disk size (GB)" + }, + { + "columnId": "location", + "label": "Location" + }, + { + "columnId": "resourceGroup", + "label": "Resource Group" + }, + { + "columnId": "subscriptionId", + "label": "Subscription Id" + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "IsVisible", + "comparison": "isEqualTo", + "value": "true" + }, + "name": "query - Retrieve all snapshots" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources\r\n| where type == 'microsoft.compute/disks'\r\n| project id\r\n", + "size": 0, + "title": "All managed disks", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "labelSettings": [ + { + "columnId": "id", + "label": "Resource Id" + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "isVisible", + "comparison": "isEqualTo", + "value": "True" + }, + "name": "query - Retrieve all managed disks" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"d0a11ffb-579b-4259-827d-7ea62e3021fe\",\"mergeType\":\"leftanti\",\"leftTable\":\"query - Retrieve all snapshots\",\"rightTable\":\"query - Retrieve all managed disks\",\"leftColumn\":\"parentDisk\",\"rightColumn\":\"id\"}],\"projectRename\":[{\"originalName\":\"[query - Retrieve all snapshots].id\",\"mergedName\":\"Resource Id\",\"fromId\":\"d0a11ffb-579b-4259-827d-7ea62e3021fe\"},{\"originalName\":\"[query - Retrieve all snapshots].parentDisk\",\"mergedName\":\"Parent Disk Resource Id\",\"fromId\":\"d0a11ffb-579b-4259-827d-7ea62e3021fe\"},{\"originalName\":\"[query - Retrieve all snapshots].diskSize\",\"mergedName\":\"Disk size (GB)\",\"fromId\":\"d0a11ffb-579b-4259-827d-7ea62e3021fe\"},{\"originalName\":\"[query - Retrieve all snapshots].location\",\"mergedName\":\"Location\",\"fromId\":\"d0a11ffb-579b-4259-827d-7ea62e3021fe\"},{\"originalName\":\"[query - Retrieve all snapshots].resourceGroup\",\"mergedName\":\"Resource Group\",\"fromId\":\"d0a11ffb-579b-4259-827d-7ea62e3021fe\"},{\"originalName\":\"[query - Retrieve all snapshots].subscriptionId\",\"mergedName\":\"Subscription Id\",\"fromId\":\"d0a11ffb-579b-4259-827d-7ea62e3021fe\"},{\"originalName\":\"[query - Retrieve all snapshots].id1\",\"mergedName\":\"id1\",\"fromId\":\"d0a11ffb-579b-4259-827d-7ea62e3021fe\"}]}", + "size": 0, + "title": "Snapshots with deleted source disk", + "noDataMessage": "No orphaned snapshots found", + "noDataMessageStyle": 3, + "queryType": 7, + "gridSettings": { + "formatters": [ + { + "columnMatch": "Parent Disk Resource Id", + "formatter": 5 + }, + { + "columnMatch": "Subscription Id", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "id1", + "formatter": 5 + } + ], + "labelSettings": [ + { + "columnId": "Resource Id", + "label": "Resource Id" + }, + { + "columnId": "Parent Disk Resource Id", + "label": "Parent Disk resource Id" + }, + { + "columnId": "Disk size (GB)", + "label": "Disk size (GB)" + }, + { + "columnId": "Location", + "label": "Location" + }, + { + "columnId": "Resource Group", + "label": "Resource Group" + }, + { + "columnId": "Subscription Id", + "label": "Subscription Id" + } + ] + } + }, + "showPin": false, + "name": "query - orphaned snapshots" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "Disks" + }, + "name": "Managed Disks Group" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "advisorresources\r\n| where type =~ 'microsoft.advisor/recommendations'\r\n| where resourceGroup in ({ResourceGroup})\r\n| where properties.category == 'Cost' and properties.lastUpdated >= ago(1d)\r\n| extend AffectedResource=tostring(properties.resourceMetadata.resourceId), Category=tostring(properties.category), SubCategory=tostring(properties.impactedField), Impact=tostring(properties.impact),resourceGroup,subscriptionId,Recommendation=tostring(properties.shortDescription.problem), id, stableId = name, recommendationTypeId = tostring(properties.recommendationTypeId), maxCpuP95 = properties.extendedProperties.MaxCpuP95\r\n| where SubCategory has \"Microsoft.Storage\"\r\n| join kind = leftouter\r\n(advisorresources | where type=~'microsoft.advisor/suppressions'\r\n| extend tokens = split(id, '/')\r\n| extend stableId = iff(array_length(tokens) > 3, tokens[(array_length(tokens)-3)], '')\r\n| extend expirationTimeStamp = todatetime(iff(strcmp(tostring(properties.ttl), '-1') == 0, '9999-12-31', properties.expirationTimeStamp))\r\n| where expirationTimeStamp > now()\r\n| project stableId, expirationTimeStamp)\r\non stableId\r\n| where isempty(expirationTimeStamp)\r\n| project AffectedResource=tostring(properties.resourceMetadata.resourceId), Category=tostring(properties.category), SubCategory=tostring(properties.impactedField), Recommendation=tostring(properties.shortDescription.problem), Impact=tostring(properties.impact),resourceGroup,subscriptionId, id, stableId = name, recommendationTypeId = tostring(properties.recommendationTypeId), maxCpuP95 = properties.extendedProperties.MaxCpuP95\r\n| join kind = leftouter\r\n(advisorresources | where type =~ 'microsoft.advisor/configurations' | where isempty(resourceGroup) == true\r\n| project subscriptionId, excludeRecomm = properties.exclude, lowCpuThreshold = properties.lowCpuThreshold, AffectedResource=tostring(properties.resourceMetadata.resourceId),Impact=properties.impact,resourceGroup,AdditionaInfo=properties.extendedProperties,Recommendation=tostring(properties.shortDescription.problem))\r\non subscriptionId\r\n| extend isActive1 = iff(isnull(excludeRecomm), true, tobool(excludeRecomm) == false)\r\n| extend isActive2 = iff(recommendationTypeId == 'e10b1381-5f0a-47ff-8c7b-37bd13d7c974', iff((isnotempty(lowCpuThreshold) and isnotempty(maxCpuP95)), toint(maxCpuP95) < toint(lowCpuThreshold), iff((isempty(maxCpuP95) or toint(maxCpuP95) < 5), true, false)), true)\r\n| where isActive1 == true and isActive2 == true\r\n| join kind = leftouter\r\n(advisorresources | where type =~ 'microsoft.advisor/configurations' | where isnotempty(resourceGroup) == true\r\n| project subscriptionId, resourceGroup, excludeProperty = properties.exclude)\r\non subscriptionId, resourceGroup\r\n| extend isActive3 = iff(isnull(excludeProperty), true, tobool(excludeProperty) == false)\r\n| where isActive3 == true\r\n| project-away subscriptionId1, subscriptionId2, AffectedResource1, isActive2, isActive3, Impact1, Recommendation1, resourceGroup1, resourceGroup2\r\n| where resourceGroup in ({ResourceGroup})", + "size": 0, + "title": "Azure Advisor Cost recommendations", + "noDataMessage": "You are following all of our cost recommendations for Storage", + "noDataMessageStyle": 3, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "Group", + "formatter": 1 + }, + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "id", + "formatter": 5 + }, + { + "columnMatch": "stableId", + "formatter": 5 + }, + { + "columnMatch": "recommendationTypeId", + "formatter": 5 + }, + { + "columnMatch": "maxCpuP95", + "formatter": 5 + }, + { + "columnMatch": "excludeRecomm", + "formatter": 5 + }, + { + "columnMatch": "lowCpuThreshold", + "formatter": 5 + }, + { + "columnMatch": "AdditionaInfo", + "formatter": 5, + "formatOptions": { + "customColumnWidthSetting": "19ch" + } + }, + { + "columnMatch": "isActive1", + "formatter": 5 + }, + { + "columnMatch": "excludeProperty", + "formatter": 5 + } + ], + "rowLimit": 1000, + "filter": true, + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "Recommendation" + ], + "expandTopLevel": true + }, + "labelSettings": [ + { + "columnId": "AffectedResource", + "label": "Affected Resource" + }, + { + "columnId": "Category", + "label": "Recommendation Category" + }, + { + "columnId": "SubCategory", + "label": "Affected Resource Type" + }, + { + "columnId": "Recommendation", + "label": "Recommendation" + }, + { + "columnId": "Impact", + "label": "Impact" + }, + { + "columnId": "resourceGroup", + "label": "Resource Group" + }, + { + "columnId": "subscriptionId", + "label": "Subscription ID" + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "isVisible", + "comparison": "isEqualTo", + "value": "true" + }, + "name": "Get-AdvisorRecommendations-Storage" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": " resources\r\n | where resourceGroup in ({ResourceGroup})\r\n | where type has \"Microsoft.Storage\"\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend AffectedResource=id,ResourceRG=resourceGroup\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}'])\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct id\r\n | project id", + "size": 0, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ] + }, + "conditionalVisibility": { + "parameterName": "isVisible", + "comparison": "isEqualTo", + "value": "true" + }, + "name": "query - tags - list all storageresources" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"e84cba0d-e501-4f55-a761-9126fb305030\",\"mergeType\":\"innerunique\",\"leftTable\":\"Get-AdvisorRecommendations-Storage\",\"rightTable\":\"query - tags - list all storageresources\",\"leftColumn\":\"AffectedResource\",\"rightColumn\":\"id\"}],\"projectRename\":[{\"originalName\":\"[Get-AdvisorRecommendations-Storage].AffectedResource\",\"mergedName\":\"Affected Resource\",\"fromId\":\"e84cba0d-e501-4f55-a761-9126fb305030\"},{\"originalName\":\"[Get-AdvisorRecommendations-Storage].Category\",\"mergedName\":\"Recommendation Category\",\"fromId\":\"e84cba0d-e501-4f55-a761-9126fb305030\"},{\"originalName\":\"[Get-AdvisorRecommendations-Storage].SubCategory\",\"mergedName\":\"Affected Resource Type\",\"fromId\":\"e84cba0d-e501-4f55-a761-9126fb305030\"},{\"originalName\":\"[Get-AdvisorRecommendations-Storage].Recommendation\",\"mergedName\":\"Recommendation\",\"fromId\":\"e84cba0d-e501-4f55-a761-9126fb305030\"},{\"originalName\":\"[Get-AdvisorRecommendations-Storage].Impact\",\"mergedName\":\"Impact\",\"fromId\":\"e84cba0d-e501-4f55-a761-9126fb305030\"},{\"originalName\":\"[Get-AdvisorRecommendations-Storage].resourceGroup\",\"mergedName\":\"Resource Group\",\"fromId\":\"e84cba0d-e501-4f55-a761-9126fb305030\"},{\"originalName\":\"[Get-AdvisorRecommendations-Storage].subscriptionId\",\"mergedName\":\"Subscription ID\",\"fromId\":\"e84cba0d-e501-4f55-a761-9126fb305030\"},{\"originalName\":\"[query - tags - list all storageresources].id\"},{\"originalName\":\"[Get-AdvisorRecommendations-Storage].excludeProperty\"},{\"originalName\":\"[Get-AdvisorRecommendations-Storage].isActive1\"},{\"originalName\":\"[Get-AdvisorRecommendations-Storage].AdditionaInfo\"},{\"originalName\":\"[Get-AdvisorRecommendations-Storage].lowCpuThreshold\"},{\"originalName\":\"[Get-AdvisorRecommendations-Storage].excludeRecomm\"},{\"originalName\":\"[Get-AdvisorRecommendations-Storage].recommendationTypeId\"},{\"originalName\":\"[Get-AdvisorRecommendations-Storage].maxCpuP95\"},{\"originalName\":\"[Get-AdvisorRecommendations-Storage].stableId\"},{\"originalName\":\"[Get-AdvisorRecommendations-Storage].id\"}]}", + "size": 0, + "title": "Azure Advisor Cost recommendations", + "noDataMessage": "You are following all of our cost recommendations for Storage", + "noDataMessageStyle": 3, + "queryType": 7, + "gridSettings": { + "formatters": [ + { + "columnMatch": "Affected Resource Type", + "formatter": 5 + }, + { + "columnMatch": "Subscription ID", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + } + ], + "rowLimit": 1000, + "filter": true, + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "Recommendation" + ] + } + } + }, + "showPin": false, + "name": "query - Merge - Storage Advisor recommendations" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "advisorStorage" + }, + "name": "AdvisorGroupStorage" + } + ] + }, + "name": "group - 0" + } + ] + }, + "conditionalVisibilities": [ + { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "UsageOptimization" + }, + { + "parameterName": "SelectedRateOptimizationTab", + "comparison": "isEqualTo", + "value": "Storage" + } + ], + "name": "StorageGroup", + "styleSettings": { + "showBorder": true + } + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "template", + "loadFromTemplateId": "", + "items": [ + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "crossComponentResources": [ + "{Subscription}" + ], + "parameters": [ + { + "id": "94bd2bd0-5aa8-4df6-8cf7-603407f4e2d8", + "version": "KqlParameterItem/1.0", + "name": "Subscription", + "type": 6, + "isRequired": true, + "multiSelect": true, + "quote": "'", + "delimiter": ",", + "typeSettings": { + "additionalResourceOptions": [ + "value::all" + ], + "includeAll": false, + "showDefault": false + }, + "timeContext": { + "durationMs": 86400000 + }, + "defaultValue": "value::all", + "label": " Subscription" + }, + { + "id": "faa42c49-ab77-42a1-9aaf-d8508b9408af", + "version": "KqlParameterItem/1.0", + "name": "ResourceGroup", + "label": "Resource Group", + "type": 2, + "isRequired": true, + "multiSelect": true, + "quote": "'", + "delimiter": ",", + "query": "resources\r\n| distinct resourceGroup", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [ + "value::all" + ], + "showDefault": false + }, + "defaultValue": "value::all", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + }, + { + "id": "99a44dfa-30e2-4b2e-80a8-e05d2daab672", + "version": "KqlParameterItem/1.0", + "name": "SingleSubHidden", + "type": 1, + "isRequired": true, + "query": "resourcecontainers\r\n| where type==\"microsoft.resources/subscriptions\"\r\n| take 1\r\n| project subscriptionId", + "crossComponentResources": [ + "{Subscription}" + ], + "isHiddenWhenLocked": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "label": "Hidden Subscription" + }, + { + "id": "a02c21a6-cd5e-4e02-bb87-00993a06d8e8", + "version": "KqlParameterItem/1.0", + "name": "TagName", + "type": 2, + "query": "Resources\r\n| where tags != '' and tags != '[]'\r\n| mvexpand tags\r\n| extend tagName = tostring(bag_keys(tags)[0])\r\n| distinct tagName\r\n| sort by tagName asc", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [] + }, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "value": null, + "label": "Tag Name" + }, + { + "id": "add52b5b-2e8d-45d3-a304-f6d8f4b205f7", + "version": "KqlParameterItem/1.0", + "name": "TagValue", + "type": 2, + "query": "Resources\r\n| mvexpand tags\r\n| extend tagName = tostring(bag_keys(tags)[0])\r\n| extend tagValue = tostring(tags[tagName])\r\n| where tags != '' and tags != '[]' and tostring(bag_keys(tags)[0]) == '{TagName}'\r\n| distinct tagValue\r\n| sort by tagValue asc", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [] + }, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "value": null, + "label": "Tag Value" + } + ], + "style": "pills", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + }, + "customWidth": "75", + "conditionalVisibilities": [ + { + "parameterName": "SelectedTab", + "comparison": "isNotEqualTo", + "value": "CostInformation" + }, + { + "parameterName": "SelectedTab", + "comparison": "isNotEqualTo", + "value": "Welcome" + } + ], + "name": "parameters - Filters" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "crossComponentResources": [ + "{Subscription}" + ], + "parameters": [ + { + "id": "1fc44b9a-2dd3-4b1f-bebd-b89d4ba6dfec", + "version": "KqlParameterItem/1.0", + "name": "Location", + "type": 2, + "query": "Resources\r\n| where type =~ 'Microsoft.Compute/virtualMachines'\r\n| project name, location\r\n| summarize count () by location\r\n| project location", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [ + "value::1" + ] + }, + "timeContext": { + "durationMs": 86400000 + }, + "defaultValue": "value::1", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "label": "Resource Location" + } + ], + "style": "pills", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + }, + "customWidth": "25", + "conditionalVisibility": { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "AHB" + }, + "name": "parameters - location" + }, + { + "type": 11, + "content": { + "version": "LinkItem/1.0", + "style": "tabs", + "links": [ + { + "id": "0211f413-9f36-4750-9ef2-d382ba30ba6c", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "Virtual machines", + "subTarget": "VM", + "preText": "VM", + "style": "link" + }, + { + "id": "8a2fa734-a30e-404e-bf99-927c1891d4b9", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "Virtual machine scale sets", + "subTarget": "VMSS", + "style": "link" + }, + { + "id": "6d563f46-7150-458c-9ee4-0558abe8e29b", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "Advisor recommendations", + "subTarget": "advisorCompute", + "style": "link" + } + ] + }, + "name": "links - Compute" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 1, + "content": { + "json": "# Virtual Machines\r\n## Stopped virtual machines\r\nA virtual machine in a stopped state is still allocated the resources it was assigned, such as CPU and memory, but the VM itself is powered off. This allows for a quick startup when needed, but you are still billed for the allocated resources.", + "style": "upsell" + }, + "name": "text - StoppedVM" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources \r\n| where type =~ 'microsoft.compute/virtualmachines' and tostring(properties.extended.instanceView.powerState.displayStatus) != 'VM deallocated' and tostring(properties.extended.instanceView.powerState.displayStatus) != 'VM running'\r\n| where resourceGroup in ({ResourceGroup})\r\n| extend PowerState=tostring(properties.extended.instanceView.powerState.displayStatus), VMLocation=location, resourceGroup=strcat('/subscriptions/',subscriptionId,'/resourceGroups/',resourceGroup)\r\n| order by id asc\r\n| project id, PowerState, VMLocation, resourceGroup, subscriptionId\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}'])\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct id\r\n )\r\n on id\r\n | project-away id1", + "size": 0, + "title": "Virtual Machines in a Stopped State", + "noDataMessage": "You have no VMs in a stopped state", + "noDataMessageStyle": 3, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + } + ] + } + }, + "name": "Get-StoppedVM" + }, + { + "type": 1, + "content": { + "json": "## Deallocated virtual machines\r\nA virtual machine in a deallocated state is not only powered off, but the underlying host infrastructure is also released, resulting in no charges for the allocated resources while the VM is in this state. However, some Azure resources such as disks and networking continue to incur charges.", + "style": "upsell" + }, + "name": "text - DeallocatedVM" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources \r\n| where type =~ 'microsoft.compute/virtualmachines' and tostring(properties.extended.instanceView.powerState.displayStatus) == 'VM deallocated'\r\n| where resourceGroup in ({ResourceGroup})\r\n| extend PowerState=tostring(properties.extended.instanceView.powerState.displayStatus), VMLocation=location, resourceGroup=strcat('/subscriptions/',subscriptionId,'/resourceGroups/',resourceGroup)\r\n| order by id asc\r\n| project id, PowerState, VMLocation, resourceGroup, subscriptionId\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}'])\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct id\r\n )\r\n on id\r\n | project-away id1", + "size": 0, + "title": "Virtual Machines in a deallocated State", + "noDataMessage": "You have no VMs in a deallocated state", + "noDataMessageStyle": 3, + "showRefreshButton": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + } + ], + "filter": true + } + }, + "name": "query - vmDeallocatedState" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 1, + "content": { + "json": "### Explore Different Processor Architectures to Optimize Costs\r\n\r\nDifferent processor architectures may offer cost advantages depending on your workload requirements. By exploring various processor types, you may find opportunities to reduce compute costs.\r\n\r\nConsider evaluating different architectures to determine the best fit for your needs.\r\n", + "style": "info" + }, + "name": "Text Processor type" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources\r\n| where type == 'microsoft.compute/virtualmachines'\r\n| extend vmSize = properties.hardwareProfile.vmSize\r\n| extend processorType = case(\r\n // ARM Processors\r\n vmSize has \"Epsv5\" or vmSize has \"Epdsv5\" or vmSize has \"Dpsv5\" or vmSize has \"Dpdsv\", \"ARM\",\r\n // AMD Processors\r\n vmSize has \"Standard_D2a\" or vmSize has \"Standard_D4a\" or vmSize has \"Standard_D8a\" or vmSize has \"Standard_D16a\" or vmSize has \"Standard_D32a\" or vmSize has \"Standard_D48a\" or vmSize has \"Standard_D64a\" or vmSize has \"Standard_D96a\" or vmSize has \"Standard_D2as\" or vmSize has \"Standard_D4as\" or vmSize has \"Standard_D8as\" or vmSize has \"Standard_D16as\" or vmSize has \"Standard_D32as\" or vmSize has \"Standard_D48as\" or vmSize has \"Standard_D64as\" or vmSize has \"Standard_D96as\", \"AMD\",\r\n \"Intel\"\r\n)\r\n| summarize count() by processorType\r\n", + "size": 0, + "title": "ProcessorType per VM", + "noDataMessage": "There are no VMs in your environment.", + "noDataMessageStyle": 5, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "piechart", + "tileSettings": { + "showBorder": false + } + }, + "customWidth": "50", + "name": "ProcessorType per VM" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources\r\n| where type == 'microsoft.compute/virtualmachines'\r\n| extend vmSize = properties.hardwareProfile.vmSize\r\n| extend processorType = case(\r\n // ARM Processors\r\n vmSize has \"Epsv5\" or vmSize has \"Epdsv5\" or vmSize has \"Dpsv5\" or vmSize has \"Dpdsv\", \"ARM\",\r\n // AMD Processors\r\n vmSize has \"Standard_D2a\" or vmSize has \"Standard_D4a\" or vmSize has \"Standard_D8a\" or vmSize has \"Standard_D16a\" or vmSize has \"Standard_D32a\" or vmSize has \"Standard_D48a\" or vmSize has \"Standard_D64a\" or vmSize has \"Standard_D96a\" or vmSize has \"Standard_D2as\" or vmSize has \"Standard_D4as\" or vmSize has \"Standard_D8as\" or vmSize has \"Standard_D16as\" or vmSize has \"Standard_D32as\" or vmSize has \"Standard_D48as\" or vmSize has \"Standard_D64as\" or vmSize has \"Standard_D96as\" or vmSize has \"Standard_D2ads\" or vmSize has \"Standard_D4ads\"or vmSize has \"Standard_D8ads\" or vmSize has \"Standard_D16ads\" or vmSize has \"Standard_D32ads\"or vmSize has \"Standard_D48ads\"or vmSize has \"Standard_D64ads\"or vmSize has \"Standard_D96ads\", \"AMD\",\r\n \"Intel\"\r\n)\r\n| project vmName = name, processorType, vmSize, resourceGroup\r\n", + "size": 0, + "title": "List of VMs per processor type", + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ] + }, + "customWidth": "50", + "name": "query - 1" + } + ] + }, + "name": "Group VM per Processor Type" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "VM" + }, + "name": "group - VMs" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "advisorresources\r\n| where type =~ 'microsoft.advisor/recommendations'\r\n| where resourceGroup in ({ResourceGroup})\r\n| where properties.category == 'Cost' and properties.lastUpdated >= ago(1d)\r\n| extend AffectedResource=tostring(properties.resourceMetadata.resourceId), Category=tostring(properties.category), SubCategory=tostring(properties.impactedField), Impact=tostring(properties.impact),subscriptionId,Recommendation=tostring(properties.shortDescription.problem), id, stableId = name, recommendationTypeId = tostring(properties.recommendationTypeId), maxCpuP95 = properties.extendedProperties.MaxCpuP95,resourceGroup=strcat('/subscriptions/',subscriptionId,'/resourceGroups/',resourceGroup)\r\n| join kind = leftouter\r\n(advisorresources | where type=~'microsoft.advisor/suppressions'\r\n| extend tokens = split(id, '/')\r\n| extend stableId = iff(array_length(tokens) > 3, tokens[(array_length(tokens)-3)], '')\r\n| extend expirationTimeStamp = todatetime(iff(strcmp(tostring(properties.ttl), '-1') == 0, '9999-12-31', properties.expirationTimeStamp))\r\n| where expirationTimeStamp > now()\r\n| project stableId, expirationTimeStamp)\r\non stableId\r\n| where isempty(expirationTimeStamp)\r\n| project AffectedResource=tostring(properties.resourceMetadata.resourceId), Category=tostring(properties.category), SubCategory=tostring(properties.impactedField), Recommendation=tostring(properties.shortDescription.problem), Impact=tostring(properties.impact),resourceGroup,subscriptionId, id, stableId = name, recommendationTypeId = tostring(properties.recommendationTypeId), maxCpuP95 = properties.extendedProperties.MaxCpuP95\r\n| join kind = leftouter\r\n(advisorresources | where type =~ 'microsoft.advisor/configurations' | where isempty(resourceGroup) == true\r\n| project subscriptionId, excludeRecomm = properties.exclude, lowCpuThreshold = properties.lowCpuThreshold, AffectedResource=tostring(properties.resourceMetadata.resourceId),Impact=tostring(properties.impact),resourceGroup,AdditionaInfo=properties.extendedProperties,Recommendation=tostring(properties.shortDescription.problem))\r\non subscriptionId\r\n| extend isActive1 = iff(isnull(excludeRecomm), true, tobool(excludeRecomm) == false)\r\n| extend isActive2 = iff(recommendationTypeId == 'e10b1381-5f0a-47ff-8c7b-37bd13d7c974', iff((isnotempty(lowCpuThreshold) and isnotempty(maxCpuP95)), toint(maxCpuP95) < toint(lowCpuThreshold), iff((isempty(maxCpuP95) or toint(maxCpuP95) < 5), true, false)), true)\r\n| where isActive1 == true and isActive2 == true\r\n| join kind = leftouter\r\n(advisorresources | where type =~ 'microsoft.advisor/configurations' | where isnotempty(resourceGroup) == true\r\n| project subscriptionId, resourceGroup, excludeProperty = properties.exclude)\r\non subscriptionId, resourceGroup\r\n| extend isActive3 = iff(isnull(excludeProperty), true, tobool(excludeProperty) == false)\r\n| where isActive3 == true\r\n| where Category == 'Cost' \r\n| where SubCategory has \"Microsoft.Compute\" or SubCategory has \"Container\" or SubCategory has \"Web\"\r\n| where SubCategory !has \"Microsoft.Compute/disks\"\r\n| project-away subscriptionId1, subscriptionId2, AffectedResource1, isActive2, isActive3, Impact1, Recommendation1, resourceGroup1, resourceGroup2", + "size": 0, + "title": "Azure Advisor Cost recommendations", + "noDataMessage": "You are following all of our cost recommendations for Compute", + "noDataMessageStyle": 3, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "Group", + "formatter": 1 + }, + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "id", + "formatter": 5 + }, + { + "columnMatch": "stableId", + "formatter": 5 + }, + { + "columnMatch": "recommendationTypeId", + "formatter": 5 + }, + { + "columnMatch": "maxCpuP95", + "formatter": 5 + }, + { + "columnMatch": "excludeRecomm", + "formatter": 5 + }, + { + "columnMatch": "lowCpuThreshold", + "formatter": 5 + }, + { + "columnMatch": "AdditionaInfo", + "formatter": 5, + "formatOptions": { + "customColumnWidthSetting": "19ch" + } + }, + { + "columnMatch": "isActive1", + "formatter": 5 + }, + { + "columnMatch": "excludeProperty", + "formatter": 5 + } + ], + "rowLimit": 1000, + "filter": true, + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "Recommendation" + ], + "expandTopLevel": true + }, + "labelSettings": [ + { + "columnId": "AffectedResource", + "label": "Affected Resource" + }, + { + "columnId": "Category", + "label": "Recommendation Category" + }, + { + "columnId": "SubCategory", + "label": "Affected Resource Type" + }, + { + "columnId": "Recommendation", + "label": "Recommendation" + }, + { + "columnId": "Impact", + "label": "Impact" + }, + { + "columnId": "resourceGroup", + "label": "Resource Group" + }, + { + "columnId": "subscriptionId", + "label": "Subscription ID" + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "IsVisible", + "comparison": "isEqualTo", + "value": "true" + }, + "name": "Get-AdvisorRecommendations-Compute" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": " resources\r\n | where resourceGroup in ({ResourceGroup})\r\n | where (type has \"Microsoft.Compute\" or type has \"Microsoft.ContainerService\" or type has \"serverfarms\") and type !has \"Disks\"\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend AffectedResource=id,ResourceRG=resourceGroup\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}'])\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct id\r\n | project id", + "size": 0, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ] + }, + "conditionalVisibility": { + "parameterName": "isVisible", + "comparison": "isEqualTo", + "value": "true" + }, + "name": "query - tags - list all compute resources" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"d446799d-b1af-4bca-9d72-84ba2d870039\",\"mergeType\":\"innerunique\",\"leftTable\":\"Get-AdvisorRecommendations-Compute\",\"rightTable\":\"query - tags - list all compute resources\",\"leftColumn\":\"AffectedResource\",\"rightColumn\":\"id\"}],\"projectRename\":[{\"originalName\":\"[Get-AdvisorRecommendations-Compute].AffectedResource\",\"mergedName\":\"Affected Resource\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d870039\"},{\"originalName\":\"[Get-AdvisorRecommendations-Compute].Category\",\"mergedName\":\"Recommendation Category\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d870039\"},{\"originalName\":\"[Get-AdvisorRecommendations-Compute].SubCategory\",\"mergedName\":\"Affected Resource Type\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d870039\"},{\"originalName\":\"[Get-AdvisorRecommendations-Compute].Recommendation\",\"mergedName\":\"Recommendation\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d870039\"},{\"originalName\":\"[Get-AdvisorRecommendations-Compute].Impact\",\"mergedName\":\"Impact\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d870039\"},{\"originalName\":\"[Get-AdvisorRecommendations-Compute].resourceGroup\",\"mergedName\":\"Resource Group\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d870039\"},{\"originalName\":\"[Get-AdvisorRecommendations-Compute].subscriptionId\",\"mergedName\":\"Subscription ID\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d870039\"},{\"originalName\":\"[Get-AdvisorRecommendations-Compute].id\",\"mergedName\":\"id\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d870039\"},{\"originalName\":\"[Get-AdvisorRecommendations-Compute].stableId\",\"mergedName\":\"stableId\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d870039\"},{\"originalName\":\"[Get-AdvisorRecommendations-Compute].recommendationTypeId\",\"mergedName\":\"recommendationTypeId\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d870039\"},{\"originalName\":\"[Get-AdvisorRecommendations-Compute].maxCpuP95\",\"mergedName\":\"maxCpuP95\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d870039\"},{\"originalName\":\"[Get-AdvisorRecommendations-Compute].excludeRecomm\",\"mergedName\":\"excludeRecomm\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d870039\"},{\"originalName\":\"[Get-AdvisorRecommendations-Compute].lowCpuThreshold\",\"mergedName\":\"lowCpuThreshold\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d870039\"},{\"originalName\":\"[Get-AdvisorRecommendations-Compute].AdditionaInfo\",\"mergedName\":\"AdditionaInfo\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d870039\"},{\"originalName\":\"[Get-AdvisorRecommendations-Compute].isActive1\",\"mergedName\":\"isActive1\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d870039\"},{\"originalName\":\"[Get-AdvisorRecommendations-Compute].excludeProperty\",\"mergedName\":\"excludeProperty\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d870039\"},{\"originalName\":\"[query - tags - list all compute resources].id\",\"mergedName\":\"id1\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d870039\"},{\"originalName\":\"[Get-AdvisorRecommendations-Compute].location\",\"mergedName\":\"location\",\"fromId\":\"unknown\"}]}", + "size": 0, + "title": "Azure Advisor Cost recommendations", + "noDataMessage": "You are following all of our cost recommendations for Compute", + "noDataMessageStyle": 3, + "queryType": 7, + "gridSettings": { + "formatters": [ + { + "columnMatch": "Group", + "formatter": 1 + }, + { + "columnMatch": "Affected Resource Type", + "formatter": 5 + }, + { + "columnMatch": "Resource Group", + "formatter": 14, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "Subscription ID", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "id", + "formatter": 5 + }, + { + "columnMatch": "stableId", + "formatter": 5 + }, + { + "columnMatch": "recommendationTypeId", + "formatter": 5 + }, + { + "columnMatch": "maxCpuP95", + "formatter": 5 + }, + { + "columnMatch": "excludeRecomm", + "formatter": 5 + }, + { + "columnMatch": "lowCpuThreshold", + "formatter": 5 + }, + { + "columnMatch": "AdditionaInfo", + "formatter": 5 + }, + { + "columnMatch": "isActive1", + "formatter": 5 + }, + { + "columnMatch": "excludeProperty", + "formatter": 5 + }, + { + "columnMatch": "id1", + "formatter": 5 + } + ], + "rowLimit": 1000, + "filter": true, + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "Recommendation" + ] + } + } + }, + "showPin": false, + "name": "query - Merge - Compute Advisor recommendations" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "advisorCompute" + }, + "name": "AdvisorGroup" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 1, + "content": { + "json": "# Virtual Machine Scale Sets\r\n## Save with Azure Spot VMs on Virtual Machine Scale Sets\r\nUsing Azure Spot Virtual Machines on scale sets allows you to take advantage of our unused capacity at a significant cost savings. At any point in time when Azure needs the capacity back, the Azure infrastructure will evict Azure Spot Virtual Machine instances. Therefore, Azure Spot Virtual Machine instances are great for workloads that can handle interruptions like batch processing jobs, dev/test environments, large compute workloads, and more.\r\n\r\n## Spot Priority Mix\r\nAzure allows you to have the flexibility of running a mix of uninterruptible standard VMs and interruptible Spot VMs for Virtual Machine Scale Set deployments. You're able to deploy this Spot Priority Mix using Flexible orchestration to easily balance between high-capacity availability and lower infrastructure costs according to your workload requirements\r\n", + "style": "upsell" + }, + "name": "text - 8" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources \r\n| where type =~ 'microsoft.compute/virtualmachinescalesets'\r\n| where resourceGroup in ({ResourceGroup})\r\n| extend SpotVMs=tostring(properties.virtualMachineProfile.priority), SpotPriorityMix=tostring(properties.priorityMixPolicy), SKU=tostring(sku.name), resourceGroup=strcat('/subscriptions/',subscriptionId,'/resourceGroups/',resourceGroup)\r\n| project id, SKU, SpotVMs,SpotPriorityMix,subscriptionId,resourceGroup, location\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}'])\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct id\r\n )\r\n on id", + "size": 0, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "SpotVMs", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "Spot", + "representation": "success", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "warning", + "text": "Not using Spot VMs" + } + ] + } + }, + { + "columnMatch": "SpotPriorityMix", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "is Empty", + "representation": "2", + "text": "Not using Spot Priority Mix" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "success", + "text": "{0}{1}" + } + ] + } + }, + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "resourceGroup", + "formatter": 14, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "id1", + "formatter": 5 + } + ], + "labelSettings": [ + { + "columnId": "id", + "label": "ID" + }, + { + "columnId": "SKU", + "label": "SKU" + }, + { + "columnId": "SpotVMs", + "label": "Spot VMs" + }, + { + "columnId": "SpotPriorityMix", + "label": "Spot Priority Mix" + }, + { + "columnId": "subscriptionId", + "label": "Subscription Name" + }, + { + "columnId": "resourceGroup", + "label": "Resource Group" + }, + { + "columnId": "location", + "label": "Location" + } + ] + } + }, + "name": "query - 9" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "VMSS" + }, + "name": "group - VMSS" + } + ] + }, + "name": "Compute - Subscription" + } + ] + }, + "conditionalVisibilities": [ + { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "UsageOptimization" + }, + { + "parameterName": "SelectedRateOptimizationTab", + "comparison": "isEqualTo", + "value": "Compute" + } + ], + "name": "ComputeGroup", + "styleSettings": { + "showBorder": true + } + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "UsageOptimization" + }, + "name": "group - usage optimization" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 1, + "content": { + "json": "## Commitment-based savings\r\nTo maximize your Azure savings, consider savings plans for flexible usage and reserved instances for persistent needs. Azure Savings plans offer reduced rates with a fixed hourly spend and reserved instances allow pre-purchasing VM base price. Both options provide discounts and adapt to your usage patterns, helping you manage costs effectively. Below is an estimate of how much you can potentially save with 1-Year commitment for each option based on your usage pattern for the last 30 days.​", + "style": "upsell" + }, + "customWidth": "50", + "name": "text - P1YTotalSavings" + }, + { + "type": 1, + "content": { + "json": "## Commitment-based savings\r\nTo maximize your Azure savings, consider savings plans for flexible usage and reserved instances for persistent needs. Savings plans offer reduced rates with a fixed hourly spend, while reserved instances allow pre-purchasing VM base price. Both options provide discounts and adapt to your usage patterns, helping you manage costs effectively. Below is an estimate of how much you can save with 3-Year commitment for each option based on your usage pattern for the last 30 days.​", + "style": "upsell" + }, + "customWidth": "50", + "name": "text - P3YTotalSavings - Copy" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "AdvisorResources \r\n| where type == 'microsoft.advisor/recommendations' \r\n| where properties.category == 'Cost' and (properties.shortDescription.solution contains \"Reserved Instance\" or properties.shortDescription.solution contains \"savings plan\")\r\n| extend\r\nrecommendationTypeId = tostring(properties.recommendationTypeId),\r\nreservedResourceType=tostring(properties.extendedProperties.reservedResourceType),\r\nlookbackPeriod=tostring(strcat(\"Last \",properties.extendedProperties.lookbackPeriod,\" days\")),\r\nterm=tostring(properties.extendedProperties.term),\r\nstableId = name,\r\nsubscriptionId = tostring(properties.extendedProperties.subId)\r\n| where term == \"P1Y\" and lookbackPeriod == \"Last 30 days\"\r\n| extend subscriptionId,stableId\r\n| join kind = leftouter\r\n(advisorresources | where type=~'microsoft.advisor/suppressions'\r\n| extend tokens = split(id, '/')\r\n| extend stableId = iff(array_length(tokens) > 3, tokens[(array_length(tokens)-3)], '')\r\n| extend expirationTimeStamp = todatetime(iff(strcmp(tostring(properties.ttl), '-1') == 0, '9999-12-31', properties.expirationTimeStamp))\r\n| where expirationTimeStamp > now()\r\n| project stableId, expirationTimeStamp)\r\non stableId\r\n| where isempty(expirationTimeStamp)\r\n| extend subscriptionId,stableId\r\n| join kind = leftouter\r\n(advisorresources \r\n| where type =~ 'microsoft.advisor/configurations'\r\n| where isempty(resourceGroup) == true\r\n| extend\r\nmaxCpuP95 = properties.extendedProperties.MaxCpuP95,\r\nlowCpuThreshold = properties.lowCpuThreshold,\r\nexcludeRecomm = properties.exclude,\r\nreservedResourceType=tostring(properties.extendedProperties.reservedResourceType),\r\nlookbackPeriod=tostring(strcat(\"Last \",properties.extendedProperties.lookbackPeriod,\" days\")),\r\nscope=tostring(properties.extendedProperties.scope),\r\nterm=tostring(properties.extendedProperties.term),\r\nsavings=todouble(properties.extendedProperties.annualSavingsAmount),\r\nsavingsAmount = todouble(properties.extendedProperties.savingsAmount),\r\nRecommendation=tostring(properties.shortDescription.solution), \r\ncurrency = tostring(properties.extendedProperties.savingsCurrency),\r\ndisplayQty = tostring(properties.extendedProperties.displayQty),\r\ndisplaySKU = tostring(properties.extendedProperties.displaySKU),\r\nregion = tostring(properties.extendedProperties.region),\r\nstableId = name,\r\nsubscriptionId = tostring(properties.extendedProperties.subId))\r\non subscriptionId\r\n| extend isActive1 = iff(isnull(excludeRecomm), true, tobool(excludeRecomm) == false)\r\n| extend isActive2 = iff(recommendationTypeId == 'e10b1381-5f0a-47ff-8c7b-37bd13d7c974', iff((isnotempty(lowCpuThreshold) and isnotempty(maxCpuP95)), toint(maxCpuP95) < toint(lowCpuThreshold), iff((isempty(maxCpuP95) or toint(maxCpuP95) < 5), true, false)), true)\r\n| where isActive1 == true and isActive2 == true\r\n| join kind = leftouter\r\n(advisorresources | where type =~ 'microsoft.advisor/configurations' | where isnotempty(resourceGroup) == true\r\n| project subscriptionId, resourceGroup, excludeProperty = properties.exclude)\r\non subscriptionId, resourceGroup\r\n| extend isActive3 = iff(isnull(excludeProperty), true, tobool(excludeProperty) == false)\r\n| where isActive3 == true\r\n| extend reservedResourceType=tostring(properties.extendedProperties.reservedResourceType),\r\nlookbackPeriod=tostring(strcat(\"Last \",properties.extendedProperties.lookbackPeriod,\" days\")),\r\nscope=tostring(properties.extendedProperties.scope),\r\nterm=tostring(properties.extendedProperties.term),\r\nsavings=todouble(properties.extendedProperties.annualSavingsAmount),\r\nsavingsAmount = todouble(properties.extendedProperties.savingsAmount),\r\nRecommendation=tostring(properties.shortDescription.solution), \r\ncurrency = tostring(properties.extendedProperties.savingsCurrency),\r\ndisplayQty = tostring(properties.extendedProperties.displayQty),\r\ndisplaySKU = tostring(properties.extendedProperties.displaySKU),\r\nregion = tostring(properties.extendedProperties.region),\r\nresources=tostring(properties.resourceMetadata.resourceId), \r\nsubscription = tostring(properties.extendedProperties.subId),\r\ntypeOfRecommendation = iif(properties.shortDescription.solution contains \"Reserved Instance\", \"Reservations\", \"Savings plan\")\r\n| where term == \"P1Y\" and lookbackPeriod == \"Last 30 days\"\r\n| summarize bin (sum(savings), 0.01) by typeOfRecommendation,currency\r\n| order by sum_savings desc\r\n", + "size": 0, + "title": "1 year total commitment-based savings", + "noDataMessage": "There are no commitment-based recommendations", + "noDataMessageStyle": 3, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "value::all" + ], + "visualization": "piechart", + "chartSettings": { + "seriesLabelSettings": [ + { + "seriesName": "Reservations", + "label": "Azure Reservations" + }, + { + "seriesName": "Savings plan", + "label": "Azure Savings Plan for Compute" + } + ] + } + }, + "customWidth": "50", + "name": "query - CommitmentBasedSavingsP1Y" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "AdvisorResources \r\n| where type == 'microsoft.advisor/recommendations' \r\n| where properties.category == 'Cost' and (properties.shortDescription.solution contains \"Reserved Instance\" or properties.shortDescription.solution contains \"savings plan\")\r\n| extend\r\nrecommendationTypeId = tostring(properties.recommendationTypeId),\r\nreservedResourceType=tostring(properties.extendedProperties.reservedResourceType),\r\nlookbackPeriod=tostring(strcat(\"Last \",properties.extendedProperties.lookbackPeriod,\" days\")),\r\nterm=tostring(properties.extendedProperties.term),\r\nstableId = name,\r\nsubscriptionId = tostring(properties.extendedProperties.subId)\r\n| where term == \"P3Y\" and lookbackPeriod == \"Last 30 days\"\r\n| extend subscriptionId,stableId\r\n| join kind = leftouter\r\n(advisorresources | where type=~'microsoft.advisor/suppressions'\r\n| extend tokens = split(id, '/')\r\n| extend stableId = iff(array_length(tokens) > 3, tokens[(array_length(tokens)-3)], '')\r\n| extend expirationTimeStamp = todatetime(iff(strcmp(tostring(properties.ttl), '-1') == 0, '9999-12-31', properties.expirationTimeStamp))\r\n| where expirationTimeStamp > now()\r\n| project stableId, expirationTimeStamp)\r\non stableId\r\n| where isempty(expirationTimeStamp)\r\n| extend subscriptionId,stableId\r\n| join kind = leftouter\r\n(advisorresources \r\n| where type =~ 'microsoft.advisor/configurations'\r\n| where isempty(resourceGroup) == true\r\n| extend\r\nmaxCpuP95 = properties.extendedProperties.MaxCpuP95,\r\nlowCpuThreshold = properties.lowCpuThreshold,\r\nexcludeRecomm = properties.exclude,\r\nreservedResourceType=tostring(properties.extendedProperties.reservedResourceType),\r\nlookbackPeriod=tostring(strcat(\"Last \",properties.extendedProperties.lookbackPeriod,\" days\")),\r\nscope=tostring(properties.extendedProperties.scope),\r\nterm=tostring(properties.extendedProperties.term),\r\nsavings=todouble(properties.extendedProperties.annualSavingsAmount),\r\nsavingsAmount = todouble(properties.extendedProperties.savingsAmount),\r\nRecommendation=tostring(properties.shortDescription.solution), \r\ncurrency = tostring(properties.extendedProperties.savingsCurrency),\r\ndisplayQty = tostring(properties.extendedProperties.displayQty),\r\ndisplaySKU = tostring(properties.extendedProperties.displaySKU),\r\nregion = tostring(properties.extendedProperties.region),\r\nstableId = name,\r\nsubscriptionId = tostring(properties.extendedProperties.subId))\r\non subscriptionId\r\n| extend isActive1 = iff(isnull(excludeRecomm), true, tobool(excludeRecomm) == false)\r\n| extend isActive2 = iff(recommendationTypeId == 'e10b1381-5f0a-47ff-8c7b-37bd13d7c974', iff((isnotempty(lowCpuThreshold) and isnotempty(maxCpuP95)), toint(maxCpuP95) < toint(lowCpuThreshold), iff((isempty(maxCpuP95) or toint(maxCpuP95) < 5), true, false)), true)\r\n| where isActive1 == true and isActive2 == true\r\n| join kind = leftouter\r\n(advisorresources | where type =~ 'microsoft.advisor/configurations' | where isnotempty(resourceGroup) == true\r\n| project subscriptionId, resourceGroup, excludeProperty = properties.exclude)\r\non subscriptionId, resourceGroup\r\n| extend isActive3 = iff(isnull(excludeProperty), true, tobool(excludeProperty) == false)\r\n| where isActive3 == true\r\n| extend reservedResourceType=tostring(properties.extendedProperties.reservedResourceType),\r\nlookbackPeriod=tostring(strcat(\"Last \",properties.extendedProperties.lookbackPeriod,\" days\")),\r\nscope=tostring(properties.extendedProperties.scope),\r\nterm=tostring(properties.extendedProperties.term),\r\nsavings=todouble(properties.extendedProperties.annualSavingsAmount),\r\nsavingsAmount = todouble(properties.extendedProperties.savingsAmount),\r\nRecommendation=tostring(properties.shortDescription.solution), \r\ncurrency = tostring(properties.extendedProperties.savingsCurrency),\r\ndisplayQty = tostring(properties.extendedProperties.displayQty),\r\ndisplaySKU = tostring(properties.extendedProperties.displaySKU),\r\nregion = tostring(properties.extendedProperties.region),\r\nresources=tostring(properties.resourceMetadata.resourceId), \r\nsubscription = tostring(properties.extendedProperties.subId),\r\ntypeOfRecommendation = iif(properties.shortDescription.solution contains \"Reserved Instance\", \"Reservations\", \"Savings plan\")\r\n| where term == \"P3Y\" and lookbackPeriod == \"Last 30 days\"\r\n| summarize bin (sum(savings), 0.01) by typeOfRecommendation,currency\r\n| order by sum_savings desc\r\n", + "size": 0, + "title": "3 years total commitment-based savings", + "noDataMessage": "There are no commitment-based recommendations", + "noDataMessageStyle": 3, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "value::all" + ], + "visualization": "piechart", + "chartSettings": { + "seriesLabelSettings": [ + { + "seriesName": "Reservations", + "label": "Azure Reservations" + }, + { + "seriesName": "Savings plan", + "label": "Azure Savings Plan for Compute" + } + ] + } + }, + "customWidth": "50", + "name": "query - CommitmentBasedSavingsP3Y" + }, + { + "type": 11, + "content": { + "version": "LinkItem/1.0", + "style": "tabs", + "links": [ + { + "id": "792df0b2-35da-403d-999d-ff81ea8d4f56", + "cellValue": "selectedRateOptimizationTab", + "linkTarget": "parameter", + "linkLabel": "Azure Hybrid Benefit", + "subTarget": "AHB", + "style": "link" + }, + { + "id": "56eb4166-cb7c-4384-94a9-c5f201e1316d", + "cellValue": "selectedRateOptimizationTab", + "linkTarget": "parameter", + "linkLabel": "Azure Reservations", + "subTarget": "Reservations", + "style": "link" + }, + { + "id": "799d4fc7-5790-467c-84cc-ce4b4cc34a3f", + "cellValue": "selectedRateOptimizationTab", + "linkTarget": "parameter", + "linkLabel": "Azure savings plan for compute", + "subTarget": "SavingsPlan", + "style": "link" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "RateOptimization" + }, + "name": "links - rate optimization tabs" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "template", + "loadFromTemplateId": "", + "items": [ + { + "type": 1, + "content": { + "json": "**Reserved instances** can provide a significant discount over on-demand prices. With reserved instances, you can pre-purchase the base costs for your virtual machines. \r\n
Discounts will automatically apply to new or existing VMs that have the same size and region as your reserved instance.
We analyzed your usage over selected Term, look-back period and recommend money-saving reserved instances​.\r\n
This query will only provide you recommendations for single scope reserved instances. *To learn more about Reserved Instances, go to this [link.](https://learn.microsoft.com/azure/cost-management-billing/manage/understand-vm-reservation-charges)*", + "style": "info" + }, + "name": "text - advisorReservationdDisclaimer" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "parameters": [ + { + "id": "a1960768-9da4-455d-b6f6-6d43098cff76", + "version": "KqlParameterItem/1.0", + "name": "Subscription", + "type": 6, + "isRequired": true, + "multiSelect": true, + "quote": "'", + "delimiter": ",", + "typeSettings": { + "additionalResourceOptions": [ + "value::all" + ], + "includeAll": false, + "showDefault": false + }, + "timeContext": { + "durationMs": 86400000 + }, + "defaultValue": "value::all", + "label": " Subscription", + "value": [ + "value::all" + ] + } + ], + "style": "pills", + "queryType": 0, + "resourceType": "microsoft.resourcegraph/resources" + }, + "customWidth": "75", + "name": "parameters - Filters" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "crossComponentResources": [ + "{Subscription}" + ], + "parameters": [ + { + "id": "2b8ca845-75ba-4f4b-acad-54ee50d66d54", + "version": "KqlParameterItem/1.0", + "name": "LookBackPeriod", + "label": "Look back period", + "type": 2, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "jsonData": "[[\r\n {\"value\": \"Last 7 days\"},\r\n {\"value\": \"Last 30 days\"},\r\n {\"value\": \"Last 60 days\"}\r\n]", + "timeContext": { + "durationMs": 86400000 + }, + "value": "Last 60 days" + }, + { + "id": "953c9e4c-af03-4fb7-bf30-3f1bfdf09199", + "version": "KqlParameterItem/1.0", + "name": "term", + "label": "Term", + "type": 2, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [] + }, + "jsonData": "[[\r\n {\r\n \"value\": \"P1Y\",\r\n \"Selected\": \"true\"\r\n },\r\n {\r\n \"value\": \"P3Y\"\r\n }\r\n]", + "timeContext": { + "durationMs": 86400000 + }, + "value": "P3Y" + }, + { + "id": "c46193fe-f1b2-49d1-a9bc-c9f5149f0194", + "version": "KqlParameterItem/1.0", + "name": "resourceType", + "label": "Resource type", + "type": 2, + "isRequired": true, + "multiSelect": true, + "quote": "'", + "delimiter": ",", + "query": "AdvisorResources \r\n| where type == 'microsoft.advisor/recommendations' \r\n| where properties.category == 'Cost' and properties.shortDescription.solution contains \"Reserved Instance\"\r\n| extend reservedResourceType=tostring(properties.extendedProperties.reservedResourceType)\r\n| distinct reservedResourceType", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [ + "value::all" + ], + "showDefault": false + }, + "defaultValue": "value::all", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "value": [ + "value::all" + ] + } + ], + "style": "pills", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + }, + "name": "parameters - reservationsParams" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "AdvisorResources \r\n| where type == 'microsoft.advisor/recommendations' \r\n| where properties.category == 'Cost' and properties.shortDescription.solution contains \"Reserved Instance\" \r\n| extend\r\nrecommendationTypeId = tostring(properties.recommendationTypeId),\r\nreservedResourceType=tostring(properties.extendedProperties.reservedResourceType),\r\nlookbackPeriod=tostring(strcat(\"Last \",properties.extendedProperties.lookbackPeriod,\" days\")),\r\nterm=tostring(properties.extendedProperties.term),\r\nstableId = name,\r\nsubscriptionId = tostring(properties.extendedProperties.subId)\r\n| where term == \"{term}\" and lookbackPeriod == \"{LookBackPeriod}\" and reservedResourceType in ({resourceType})\r\n| extend subscriptionId,stableId\r\n| join kind = leftouter\r\n(advisorresources | where type=~'microsoft.advisor/suppressions'\r\n| extend tokens = split(id, '/')\r\n| extend stableId = iff(array_length(tokens) > 3, tokens[(array_length(tokens)-3)], '')\r\n| extend expirationTimeStamp = todatetime(iff(strcmp(tostring(properties.ttl), '-1') == 0, '9999-12-31', properties.expirationTimeStamp))\r\n| where expirationTimeStamp > now()\r\n| project stableId, expirationTimeStamp)\r\non stableId\r\n| where isempty(expirationTimeStamp)\r\n| extend subscriptionId,stableId\r\n| join kind = leftouter\r\n(advisorresources \r\n| where type =~ 'microsoft.advisor/configurations'\r\n| where isempty(resourceGroup) == true\r\n| extend\r\nmaxCpuP95 = properties.extendedProperties.MaxCpuP95,\r\nlowCpuThreshold = properties.lowCpuThreshold,\r\nexcludeRecomm = properties.exclude,\r\nreservedResourceType=tostring(properties.extendedProperties.reservedResourceType),\r\nlookbackPeriod=tostring(strcat(\"Last \",properties.extendedProperties.lookbackPeriod,\" days\")),\r\nscope=tostring(properties.extendedProperties.scope),\r\nterm=tostring(properties.extendedProperties.term),\r\nsavings=todouble(properties.extendedProperties.annualSavingsAmount),\r\nsavingsAmount = todouble(properties.extendedProperties.savingsAmount),\r\nRecommendation=tostring(properties.shortDescription.solution), \r\ncurrency = tostring(properties.extendedProperties.savingsCurrency),\r\ndisplayQty = tostring(properties.extendedProperties.displayQty),\r\ndisplaySKU = tostring(properties.extendedProperties.displaySKU),\r\nregion = tostring(properties.extendedProperties.region),\r\nstableId = name,\r\nsubscriptionId = tostring(properties.extendedProperties.subId))\r\non subscriptionId\r\n| extend isActive1 = iff(isnull(excludeRecomm), true, tobool(excludeRecomm) == false)\r\n| extend isActive2 = iff(recommendationTypeId == 'e10b1381-5f0a-47ff-8c7b-37bd13d7c974', iff((isnotempty(lowCpuThreshold) and isnotempty(maxCpuP95)), toint(maxCpuP95) < toint(lowCpuThreshold), iff((isempty(maxCpuP95) or toint(maxCpuP95) < 5), true, false)), true)\r\n| where isActive1 == true and isActive2 == true\r\n| join kind = leftouter\r\n(advisorresources | where type =~ 'microsoft.advisor/configurations' | where isnotempty(resourceGroup) == true\r\n| project subscriptionId, resourceGroup, excludeProperty = properties.exclude)\r\non subscriptionId, resourceGroup\r\n| extend isActive3 = iff(isnull(excludeProperty), true, tobool(excludeProperty) == false)\r\n| where isActive3 == true\r\n| extend reservedResourceType=tostring(properties.extendedProperties.reservedResourceType),\r\nlookbackPeriod=tostring(strcat(\"Last \",properties.extendedProperties.lookbackPeriod,\" days\")),\r\nscope=tostring(properties.extendedProperties.scope),\r\nterm=tostring(properties.extendedProperties.term),\r\nsavings=todouble(properties.extendedProperties.annualSavingsAmount),\r\nsavingsAmount = todouble(properties.extendedProperties.savingsAmount),\r\nRecommendation=tostring(properties.shortDescription.solution), \r\ncurrency = tostring(properties.extendedProperties.savingsCurrency),\r\ndisplayQty = tostring(properties.extendedProperties.displayQty),\r\ndisplaySKU = tostring(properties.extendedProperties.displaySKU),\r\nregion = tostring(properties.extendedProperties.region),\r\nresources=tostring(properties.resourceMetadata.resourceId), \r\nsubscription = tostring(properties.extendedProperties.subId)\r\n| where term == \"{term}\" and lookbackPeriod == \"{LookBackPeriod}\" and reservedResourceType in ({resourceType})\r\n| summarize Subscriptions=dcount(resources), \r\n bin (sum(savings), 0.01) by Recommendation ,reservedResourceType ,lookbackPeriod,scope,term ,currency\r\n| order by sum_savings desc\r\n", + "size": 0, + "title": "Reservations Summary", + "noDataMessage": "No reservations recommendations found!", + "noDataMessageStyle": 3, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "categoricalbar", + "gridSettings": { + "filter": true, + "labelSettings": [ + { + "columnId": "reservedResourceType", + "label": "Resource type" + }, + { + "columnId": "lookbackPeriod", + "label": "Look back period" + }, + { + "columnId": "scope", + "label": "Scope" + }, + { + "columnId": "term", + "label": "Term" + }, + { + "columnId": "currency", + "label": "Currency" + }, + { + "columnId": "sum_savings", + "label": "Total annual savings" + } + ] + }, + "chartSettings": { + "xAxis": "reservedResourceType", + "yAxis": [ + "sum_savings" + ], + "group": "reservedResourceType", + "createOtherGroup": 0, + "showLegend": true, + "ySettings": { + "numberFormatSettings": { + "unit": 0, + "options": { + "style": "decimal", + "useGrouping": true + } + } + } + } + }, + "name": "query - Reservations Summary" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "AdvisorResources \r\n| where type == 'microsoft.advisor/recommendations' \r\n| where properties.category == 'Cost' and properties.shortDescription.solution contains \"Reserved Instance\" \r\n| extend\r\nrecommendationTypeId = tostring(properties.recommendationTypeId),\r\nreservedResourceType=tostring(properties.extendedProperties.reservedResourceType),\r\nlookbackPeriod=tostring(strcat(\"Last \",properties.extendedProperties.lookbackPeriod,\" days\")),\r\nterm=tostring(properties.extendedProperties.term),\r\nstableId = name,\r\nsubscriptionId = tostring(properties.extendedProperties.subId)\r\n| where term == \"{term}\" and lookbackPeriod == \"{LookBackPeriod}\" and reservedResourceType in ({resourceType})\r\n| extend subscriptionId,stableId\r\n| join kind = leftouter\r\n(advisorresources | where type=~'microsoft.advisor/suppressions'\r\n| extend tokens = split(id, '/')\r\n| extend stableId = iff(array_length(tokens) > 3, tokens[(array_length(tokens)-3)], '')\r\n| extend expirationTimeStamp = todatetime(iff(strcmp(tostring(properties.ttl), '-1') == 0, '9999-12-31', properties.expirationTimeStamp))\r\n| where expirationTimeStamp > now()\r\n| project stableId, expirationTimeStamp)\r\non stableId\r\n| where isempty(expirationTimeStamp)\r\n| extend subscriptionId,stableId\r\n| join kind = leftouter\r\n(advisorresources \r\n| where type =~ 'microsoft.advisor/configurations'\r\n| where isempty(resourceGroup) == true\r\n| extend\r\nmaxCpuP95 = properties.extendedProperties.MaxCpuP95,\r\nlowCpuThreshold = properties.lowCpuThreshold,\r\nexcludeRecomm = properties.exclude,\r\nreservedResourceType=tostring(properties.extendedProperties.reservedResourceType),\r\nlookbackPeriod=tostring(strcat(\"Last \",properties.extendedProperties.lookbackPeriod,\" days\")),\r\nscope=tostring(properties.extendedProperties.scope),\r\nterm=tostring(properties.extendedProperties.term),\r\nRecommendation=tostring(properties.shortDescription.solution), \r\nstableId = name,\r\nsubscriptionId = tostring(properties.extendedProperties.subId))\r\non subscriptionId\r\n| extend isActive1 = iff(isnull(excludeRecomm), true, tobool(excludeRecomm) == false)\r\n| extend isActive2 = iff(recommendationTypeId == 'e10b1381-5f0a-47ff-8c7b-37bd13d7c974', iff((isnotempty(lowCpuThreshold) and isnotempty(maxCpuP95)), toint(maxCpuP95) < toint(lowCpuThreshold), iff((isempty(maxCpuP95) or toint(maxCpuP95) < 5), true, false)), true)\r\n| where isActive1 == true and isActive2 == true\r\n| join kind = leftouter\r\n(advisorresources | where type =~ 'microsoft.advisor/configurations' | where isnotempty(resourceGroup) == true\r\n| project subscriptionId, resourceGroup, excludeProperty = properties.exclude)\r\non subscriptionId, resourceGroup\r\n| extend isActive3 = iff(isnull(excludeProperty), true, tobool(excludeProperty) == false)\r\n| where isActive3 == true\r\n| extend reservedResourceType=tostring(properties.extendedProperties.reservedResourceType),\r\nlookbackPeriod=tostring(strcat(\"Last \",properties.extendedProperties.lookbackPeriod,\" days\")),\r\nscope=tostring(properties.extendedProperties.scope),\r\nterm=tostring(properties.extendedProperties.term),\r\nsavings=todouble(properties.extendedProperties.annualSavingsAmount),\r\nsavingsAmount = todouble(properties.extendedProperties.savingsAmount),\r\nRecommendation=tostring(properties.shortDescription.solution), \r\ncurrency = tostring(properties.extendedProperties.savingsCurrency),\r\ndisplayQty = tostring(properties.extendedProperties.displayQty),\r\ndisplaySKU = tostring(properties.extendedProperties.displaySKU),\r\nregion = tostring(properties.extendedProperties.region),\r\nsubscription = tostring(properties.extendedProperties.subId)\r\n| where term == \"{term}\" and lookbackPeriod == \"{LookBackPeriod}\" and reservedResourceType in ({resourceType})\r\n| project Recommendation,reservedResourceType,displaySKU,displayQty,savings,currency,lookbackPeriod,term,region,subscription\r\n| order by savings desc\r\n", + "size": 0, + "title": "Reservations details", + "noDataMessage": "No reservations recommendations found!", + "noDataMessageStyle": 3, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "$gen_group", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "Recommendation", + "formatter": 5 + }, + { + "columnMatch": "reservedResourceType", + "formatter": 5 + }, + { + "columnMatch": "subscription", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + } + ], + "filter": true, + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "subscription", + "reservedResourceType" + ], + "expandTopLevel": false + }, + "labelSettings": [ + { + "columnId": "displaySKU", + "label": "SKU" + }, + { + "columnId": "displayQty", + "label": "Quantity" + }, + { + "columnId": "savings", + "label": "Total annual savings" + }, + { + "columnId": "currency", + "label": "Currency" + }, + { + "columnId": "lookbackPeriod", + "label": "Look back period" + }, + { + "columnId": "term", + "label": "Term" + }, + { + "columnId": "region", + "label": "Region" + }, + { + "columnId": "subscription", + "label": "Subscription" + } + ] + }, + "chartSettings": { + "xAxis": "reservedResourceType", + "yAxis": [ + "sum_savings" + ], + "group": "reservedResourceType", + "createOtherGroup": 0, + "showLegend": true, + "ySettings": { + "numberFormatSettings": { + "unit": 0, + "options": { + "style": "decimal", + "useGrouping": true + } + } + } + } + }, + "name": "query - Reservations details" + } + ] + }, + "conditionalVisibilities": [ + { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "RateOptimization" + }, + { + "parameterName": "selectedRateOptimizationTab", + "comparison": "isEqualTo", + "value": "Reservations" + } + ], + "name": "group - Reservations" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "template", + "loadFromTemplateId": "", + "items": [ + { + "type": 1, + "content": { + "json": "We analyzed your compute usage over the last 30 days and recommend adding a savings plan to increase your savings.
The savings plan unlocks lower prices on select compute services when you commit to spend a fixed hourly amount for 1 or 3 years.
As you use select compute services globally, your usage is covered by the plan at reduced prices. During the times when your usage is above your hourly commitment, you’ll simply be billed at your regular pay-as-you-go prices. With savings automatically applying across compute usage globally, you’ll continue saving even as your usage needs change over time.
Savings plan are more suited for dynamic workloads while accommodating for planned or unplanned changes while reservations are more suited for stable, predictable workloads with no planned changes.
Saving estimates are calculated for individual subscriptions and the usage pattern observed over last 30 days. **Shared scope savings plans are available in purchase experience and can further increase savings.**
\r\nTo learn more about Savings Plan, check out this [link.](https://learn.microsoft.com/azure/cost-management-billing/savings-plan/purchase-recommendations)​", + "style": "info" + }, + "name": "text - advisorSavingsPlanDisclaimer" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "parameters": [ + { + "id": "a1960768-9da4-455d-b6f6-6d43098cff76", + "version": "KqlParameterItem/1.0", + "name": "Subscription", + "type": 6, + "isRequired": true, + "multiSelect": true, + "quote": "'", + "delimiter": ",", + "typeSettings": { + "additionalResourceOptions": [ + "value::all" + ], + "includeAll": false, + "showDefault": false + }, + "timeContext": { + "durationMs": 86400000 + }, + "defaultValue": "value::all", + "label": " Subscription", + "value": [ + "value::all" + ] + } + ], + "style": "pills", + "queryType": 0, + "resourceType": "microsoft.resourcegraph/resources" + }, + "customWidth": "75", + "name": "parameters - Filters" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "crossComponentResources": [ + "{Subscription}" + ], + "parameters": [ + { + "id": "2b8ca845-75ba-4f4b-acad-54ee50d66d54", + "version": "KqlParameterItem/1.0", + "name": "LookBackPeriod", + "label": "Look back period", + "type": 2, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "jsonData": "[[\r\n {\"value\": \"Last 7 days\"},\r\n {\"value\": \"Last 30 days\"},\r\n {\"value\": \"Last 60 days\"}\r\n]", + "timeContext": { + "durationMs": 86400000 + }, + "value": "Last 30 days" + }, + { + "id": "953c9e4c-af03-4fb7-bf30-3f1bfdf09199", + "version": "KqlParameterItem/1.0", + "name": "term", + "label": "Term", + "type": 2, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [] + }, + "jsonData": "[[\r\n {\r\n \"value\": \"P1Y\",\r\n \"Selected\": \"true\"\r\n },\r\n {\r\n \"value\": \"P3Y\"\r\n }\r\n]", + "timeContext": { + "durationMs": 86400000 + }, + "value": "P1Y" + } + ], + "style": "pills", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + }, + "name": "parameters - savingsPlanParams" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "AdvisorResources \r\n| where type == 'microsoft.advisor/recommendations' \r\n| where properties.category == 'Cost' and properties.shortDescription.solution contains \"savings plan\"\r\n| extend recommendationTypeId = tostring(properties.recommendationTypeId),\r\nlookbackPeriod=tostring(strcat(\"Last \",properties.extendedProperties.lookbackPeriod,\" days\")),\r\nterm=tostring(properties.extendedProperties.term),\r\nstableId = name,\r\nsubscriptionId = tostring(properties.extendedProperties.subId),\r\ncommitment = tostring(properties.extendedProperties.commitment)\r\n| where term == \"{term}\" and lookbackPeriod == \"{LookBackPeriod}\"\r\n| extend subscriptionId,stableId\r\n| join kind = leftouter\r\n(advisorresources | where type=~'microsoft.advisor/suppressions'\r\n| extend tokens = split(id, '/')\r\n| extend stableId = iff(array_length(tokens) > 3, tokens[(array_length(tokens)-3)], '')\r\n| extend expirationTimeStamp = todatetime(iff(strcmp(tostring(properties.ttl), '-1') == 0, '9999-12-31', properties.expirationTimeStamp))\r\n| where expirationTimeStamp > now()\r\n| project stableId, expirationTimeStamp)\r\non stableId\r\n| where isempty(expirationTimeStamp)\r\n| extend subscriptionId,stableId\r\n| join kind = leftouter\r\n(advisorresources \r\n| where type =~ 'microsoft.advisor/configurations'\r\n| where isempty(resourceGroup) == true\r\n| extend\r\nmaxCpuP95 = properties.extendedProperties.MaxCpuP95,\r\nlowCpuThreshold = properties.lowCpuThreshold,\r\nexcludeRecomm = properties.exclude,\r\nlookbackPeriod=tostring(strcat(\"Last \",properties.extendedProperties.lookbackPeriod,\" days\")),\r\nscope=tostring(properties.extendedProperties.scope),\r\nterm=tostring(properties.extendedProperties.term),\r\nsavings=todouble(properties.extendedProperties.annualSavingsAmount),\r\nsavingsAmount = todouble(properties.extendedProperties.savingsAmount),\r\nRecommendation=tostring(properties.shortDescription.solution), \r\ncurrency = tostring(properties.extendedProperties.savingsCurrency),\r\ndisplayQty = tostring(properties.extendedProperties.displayQty),\r\ndisplaySKU = tostring(properties.extendedProperties.displaySKU),\r\nregion = tostring(properties.extendedProperties.region),\r\nstableId = name,\r\ncommitment = tostring(properties.extendedProperties.commitment),\r\nsubscriptionId = tostring(properties.extendedProperties.subId))\r\non subscriptionId\r\n| extend isActive1 = iff(isnull(excludeRecomm), true, tobool(excludeRecomm) == false)\r\n| extend isActive2 = iff(recommendationTypeId == 'e10b1381-5f0a-47ff-8c7b-37bd13d7c974', iff((isnotempty(lowCpuThreshold) and isnotempty(maxCpuP95)), toint(maxCpuP95) < toint(lowCpuThreshold), iff((isempty(maxCpuP95) or toint(maxCpuP95) < 5), true, false)), true)\r\n| where isActive1 == true and isActive2 == true\r\n| join kind = leftouter\r\n(advisorresources | where type =~ 'microsoft.advisor/configurations' | where isnotempty(resourceGroup) == true\r\n| project subscriptionId, resourceGroup, excludeProperty = properties.exclude)\r\non subscriptionId, resourceGroup\r\n| extend isActive3 = iff(isnull(excludeProperty), true, tobool(excludeProperty) == false)\r\n| where isActive3 == true\r\n| extend lookbackPeriod=tostring(strcat(\"Last \",properties.extendedProperties.lookbackPeriod,\" days\")),\r\nscope=tostring(properties.extendedProperties.scope),\r\nterm=tostring(properties.extendedProperties.term),\r\nsavings=todouble(properties.extendedProperties.annualSavingsAmount),\r\nsavingsAmount = todouble(properties.extendedProperties.savingsAmount),\r\nRecommendation=tostring(properties.shortDescription.solution), \r\ncurrency = tostring(properties.extendedProperties.savingsCurrency),\r\ndisplayQty = tostring(properties.extendedProperties.displayQty),\r\ndisplaySKU = tostring(properties.extendedProperties.displaySKU),\r\nregion = tostring(properties.extendedProperties.region),\r\nresources=tostring(properties.resourceMetadata.resourceId), \r\nsubscription = tostring(properties.extendedProperties.subId),\r\ncommitment = tostring(properties.extendedProperties.commitment)\r\n| where term == \"{term}\" and lookbackPeriod == \"{LookBackPeriod}\"\r\n| summarize Subscriptions=dcount(resources), \r\n bin (sum(savings), 0.01) by subscription ,commitment ,lookbackPeriod,scope,term ,currency\r\n| order by sum_savings desc\r\n| join (\r\nresourcecontainers\r\n| where type == 'microsoft.resources/subscriptions'\r\n| extend subscription = subscriptionId\r\n| project name,subscription\r\n) on subscription\r\n| project-away subscription1,subscription\r\n", + "size": 0, + "title": "Savings plan Summary", + "noDataMessage": "No savings plan recommendations found!", + "noDataMessageStyle": 3, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "categoricalbar", + "gridSettings": { + "filter": true + }, + "chartSettings": { + "xAxis": "name", + "yAxis": [ + "sum_savings" + ], + "group": "reservedResourceType", + "createOtherGroup": 0, + "showLegend": true, + "ySettings": { + "numberFormatSettings": { + "unit": 0, + "options": { + "style": "decimal", + "useGrouping": true + } + } + } + } + }, + "name": "query - Saving plan Summary" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "AdvisorResources \r\n| where type == 'microsoft.advisor/recommendations' \r\n| where properties.category == 'Cost' and properties.shortDescription.solution contains \"savings plan\"\r\n| extend\r\nrecommendationTypeId = tostring(properties.recommendationTypeId),\r\nlookbackPeriod=tostring(strcat(\"Last \",properties.extendedProperties.lookbackPeriod,\" days\")),\r\nterm=tostring(properties.extendedProperties.term),\r\nstableId = name,\r\nsubscriptionId = tostring(properties.extendedProperties.subId),\r\ncommitment = tostring(properties.extendedProperties.commitment)\r\n| where term == \"{term}\" and lookbackPeriod == \"{LookBackPeriod}\"\r\n| extend subscriptionId,stableId\r\n| join kind = leftouter\r\n(advisorresources | where type=~'microsoft.advisor/suppressions'\r\n| extend tokens = split(id, '/')\r\n| extend stableId = iff(array_length(tokens) > 3, tokens[(array_length(tokens)-3)], '')\r\n| extend expirationTimeStamp = todatetime(iff(strcmp(tostring(properties.ttl), '-1') == 0, '9999-12-31', properties.expirationTimeStamp))\r\n| where expirationTimeStamp > now()\r\n| project stableId, expirationTimeStamp)\r\non stableId\r\n| where isempty(expirationTimeStamp)\r\n| extend subscriptionId,stableId\r\n| join kind = leftouter\r\n(advisorresources \r\n| where type =~ 'microsoft.advisor/configurations'\r\n| where isempty(resourceGroup) == true\r\n| extend\r\nmaxCpuP95 = properties.extendedProperties.MaxCpuP95,\r\nlowCpuThreshold = properties.lowCpuThreshold,\r\nexcludeRecomm = properties.exclude,\r\nlookbackPeriod=tostring(strcat(\"Last \",properties.extendedProperties.lookbackPeriod,\" days\")),\r\nscope=tostring(properties.extendedProperties.scope),\r\nterm=tostring(properties.extendedProperties.term),\r\nRecommendation=tostring(properties.shortDescription.solution), \r\nstableId = name,\r\ncommitment = tostring(properties.extendedProperties.commitment),\r\nsubscriptionId = tostring(properties.extendedProperties.subId))\r\non subscriptionId\r\n| extend isActive1 = iff(isnull(excludeRecomm), true, tobool(excludeRecomm) == false)\r\n| extend isActive2 = iff(recommendationTypeId == 'e10b1381-5f0a-47ff-8c7b-37bd13d7c974', iff((isnotempty(lowCpuThreshold) and isnotempty(maxCpuP95)), toint(maxCpuP95) < toint(lowCpuThreshold), iff((isempty(maxCpuP95) or toint(maxCpuP95) < 5), true, false)), true)\r\n| where isActive1 == true and isActive2 == true\r\n| join kind = leftouter\r\n(advisorresources | where type =~ 'microsoft.advisor/configurations' | where isnotempty(resourceGroup) == true\r\n| project subscriptionId, resourceGroup, excludeProperty = properties.exclude)\r\non subscriptionId, resourceGroup\r\n| extend isActive3 = iff(isnull(excludeProperty), true, tobool(excludeProperty) == false)\r\n| where isActive3 == true\r\n| extend lookbackPeriod=tostring(strcat(\"Last \",properties.extendedProperties.lookbackPeriod,\" days\")),\r\nscope=tostring(properties.extendedProperties.scope),\r\nterm=tostring(properties.extendedProperties.term),\r\nsavings=todouble(properties.extendedProperties.annualSavingsAmount),\r\nsavingsAmount = todouble(properties.extendedProperties.savingsAmount),\r\nRecommendation=tostring(properties.shortDescription.solution), \r\ncurrency = tostring(properties.extendedProperties.savingsCurrency),\r\ndisplayQty = tostring(properties.extendedProperties.displayQty),\r\ndisplaySKU = tostring(properties.extendedProperties.displaySKU),\r\ncommitment = tostring(properties.extendedProperties.commitment),\r\nregion = tostring(properties.extendedProperties.region),\r\nsubscription = tostring(properties.extendedProperties.subId)\r\n| where term == \"{term}\" and lookbackPeriod == \"{LookBackPeriod}\"\r\n| project Recommendation,savings,commitment,currency,lookbackPeriod,term,subscription\r\n| order by savings desc\r\n| join (\r\nresourcecontainers\r\n| where type == 'microsoft.resources/subscriptions'\r\n| extend subscription = subscriptionId\r\n| project id,name,subscription\r\n) on subscription\r\n| project-away subscription1,subscription\r\n", + "size": 0, + "title": "Savings plan details", + "noDataMessage": "No savings plan recommendations found!", + "noDataMessageStyle": 3, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "$gen_group", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "Recommendation", + "formatter": 5 + }, + { + "columnMatch": "id", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "name", + "formatter": 5 + }, + { + "columnMatch": "reservedResourceType", + "formatter": 5 + }, + { + "columnMatch": "subscription", + "formatter": 5 + } + ], + "filter": true, + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "id" + ] + }, + "labelSettings": [ + { + "columnId": "savings", + "label": "Total annual savings" + }, + { + "columnId": "commitment", + "label": "Commitment" + }, + { + "columnId": "currency", + "label": "Currency" + }, + { + "columnId": "lookbackPeriod", + "label": "Look back period" + }, + { + "columnId": "term", + "label": "Term" + } + ] + }, + "chartSettings": { + "xAxis": "reservedResourceType", + "yAxis": [ + "sum_savings" + ], + "group": "reservedResourceType", + "createOtherGroup": 0, + "showLegend": true, + "ySettings": { + "numberFormatSettings": { + "unit": 0, + "options": { + "style": "decimal", + "useGrouping": true + } + } + } + } + }, + "name": "query - Savings plan details" + } + ] + }, + "conditionalVisibilities": [ + { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "RateOptimization" + }, + { + "parameterName": "selectedRateOptimizationTab", + "comparison": "isEqualTo", + "value": "SavingsPlan" + } + ], + "name": "group - SavingsPlan" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "parameters": [ + { + "id": "2b43eb64-bca3-444a-8003-003554236fe7", + "version": "KqlParameterItem/1.0", + "name": "Subscription", + "type": 6, + "isRequired": true, + "multiSelect": true, + "quote": "'", + "delimiter": ",", + "typeSettings": { + "additionalResourceOptions": [ + "value::all" + ], + "includeAll": false, + "showDefault": false + }, + "timeContext": { + "durationMs": 86400000 + }, + "defaultValue": "value::all", + "label": " Subscription", + "value": [ + "value::all" + ] + }, + { + "id": "03fbf28a-892d-4b68-929c-3ba5056f4b94", + "version": "KqlParameterItem/1.0", + "name": "ResourceGroup", + "label": "Resource Group", + "type": 2, + "isRequired": true, + "multiSelect": true, + "quote": "'", + "delimiter": ",", + "query": "resources\r\n| distinct resourceGroup", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [ + "value::all" + ], + "showDefault": false + }, + "defaultValue": "value::all", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + }, + { + "id": "566c43ae-f300-43be-aa0d-61d92ba8da87", + "version": "KqlParameterItem/1.0", + "name": "SingleSubHidden", + "type": 1, + "isRequired": true, + "query": "resourcecontainers\r\n| where type==\"microsoft.resources/subscriptions\"\r\n| take 1\r\n| project subscriptionId", + "crossComponentResources": [ + "{Subscription}" + ], + "isHiddenWhenLocked": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "label": "Hidden Subscription" + }, + { + "id": "a9df02ed-7100-4130-952f-a3d9d5d364af", + "version": "KqlParameterItem/1.0", + "name": "TagName", + "type": 2, + "query": "Resources\r\n| where tags != '' and tags != '[]'\r\n| mvexpand tags\r\n| extend tagName = tostring(bag_keys(tags)[0])\r\n| distinct tagName\r\n| sort by tagName asc", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [] + }, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "value": null, + "label": "Tag Name" + }, + { + "id": "66406915-1f07-448f-8170-2f3b0dc6dc00", + "version": "KqlParameterItem/1.0", + "name": "TagValue", + "type": 2, + "query": "Resources\r\n| mvexpand tags\r\n| extend tagName = tostring(bag_keys(tags)[0])\r\n| extend tagValue = tostring(tags[tagName])\r\n| where tags != '' and tags != '[]' and tostring(bag_keys(tags)[0]) == '{TagName}'\r\n| distinct tagValue\r\n| sort by tagValue asc", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [] + }, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "value": null, + "label": "Tag Value" + } + ], + "style": "pills", + "queryType": 0, + "resourceType": "microsoft.resourcegraph/resources" + }, + "customWidth": "75", + "conditionalVisibility": { + "parameterName": "selectedRateOptimizationTab", + "comparison": "isEqualTo", + "value": "AHB" + }, + "name": "parameters - Filters" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "crossComponentResources": [ + "{Subscription}" + ], + "parameters": [ + { + "id": "f74bc7f5-2b16-4440-8053-106e040b73b6", + "version": "KqlParameterItem/1.0", + "name": "Location", + "type": 2, + "query": "Resources\r\n| where type =~ 'Microsoft.Compute/virtualMachines'\r\n| project name, location\r\n| summarize count () by location\r\n| project location", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [ + "value::1" + ] + }, + "timeContext": { + "durationMs": 86400000 + }, + "defaultValue": "value::1", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "label": "Resource Location" + } + ], + "style": "pills", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + }, + "customWidth": "25", + "conditionalVisibility": { + "parameterName": "selectedRateOptimizationTab", + "comparison": "isEqualTo", + "value": "AHB" + }, + "name": "parameters - location" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "template", + "loadType": "always", + "loadFromTemplateId": "", + "items": [ + { + "type": 1, + "content": { + "json": "# Azure Hybrid Benefit\r\nFor customers with Software Assurance, Azure Hybrid Benefit for Windows Server allows you to use your on-premises Windows Server licenses to run Windows virtual machines on Azure at a reduced cost. This article discusses how to deploy new VMs with Azure Hybrid Benefit for Windows Server enabled, and how you can update any existing running VMs. For more information about Azure Hybrid Benefit for Windows Server licensing and cost savings, see the [Azure Hybrid Benefit for Windows Server licensing page](https://azure.microsoft.com/pricing/hybrid-use-benefit/)\r\n\r\n", + "style": "upsell" + }, + "name": "Azure Hybrid Benefit" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"ARMEndpoint/1.0\",\"data\":null,\"headers\":[],\"method\":\"GET\",\"path\":\"/subscriptions/{SingleSubHidden}/providers/Microsoft.Compute/skus?$filter=location eq '{Location}'\",\"urlParams\":[{\"key\":\"api-version\",\"value\":\"2021-07-01\"}],\"batchDisabled\":false,\"transformers\":[{\"type\":\"jsonpath\",\"settings\":{\"tablePath\":\"$.*[?(@.resourceType=='virtualMachines')]\",\"columns\":[{\"path\":\"name\",\"columnid\":\"Name\"},{\"path\":\"capabilities[?(@.name=='vCPUs')].value\",\"columnid\":\"vCPUs\"},{\"path\":\"capabilities[?(@.name=='MemoryGB')].value\",\"columnid\":\"MemoryGB\"},{\"path\":\"capabilities[?(@.name=='MaxNetworkInterfaces')].value\",\"columnid\":\"MaxNetworkInterfaces\"},{\"path\":\"capabilities[?(@.name=='HyperVGenerations')].value\",\"columnid\":\"HyperVGenerations\"},{\"path\":\"capabilities[?(@.name=='vCPUsPerCore')].value\",\"columnid\":\"vCPUsPerCore\"}]}}]}", + "size": 0, + "title": "Get VM vCPU", + "exportParameterName": "ResourceSKU", + "showExportToExcel": true, + "queryType": 12, + "gridSettings": { + "rowLimit": 5000 + } + }, + "conditionalVisibility": { + "parameterName": "AlwaysHidden", + "comparison": "isEqualTo", + "value": "true" + }, + "name": "API-Get_VM_SKU" + }, + { + "type": 11, + "content": { + "version": "LinkItem/1.0", + "style": "tabs", + "links": [ + { + "id": "3f12a4b6-b18d-4191-8c1c-6045a7edcb6b", + "cellValue": "SelectedTab", + "linkTarget": "parameter", + "linkLabel": "VM/VMSS", + "subTarget": "VM", + "style": "link" + }, + { + "id": "78ac1878-4b69-4f32-af1f-a8f095afbed5", + "cellValue": "SelectedTab", + "linkTarget": "parameter", + "linkLabel": "SQL", + "subTarget": "SQL", + "style": "link" + } + ] + }, + "name": "links - 1" + }, + { + "type": 11, + "content": { + "version": "LinkItem/1.0", + "style": "tabs", + "links": [ + { + "id": "0211f413-9f36-4750-9ef2-d382ba30ba6c", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "Windows Virtual Machines", + "subTarget": "VM", + "preText": "VM", + "style": "link" + }, + { + "id": "dbe9a7fb-6ab1-4de1-a98b-4ec8a9af906c", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "Linux Virtual Machines", + "subTarget": "LinuxVM", + "style": "link" + }, + { + "id": "79e7a97a-1413-41e8-b4c6-ebd1d0a45e2e", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "VM Scale Set", + "subTarget": "VMSS", + "style": "link" + }, + { + "id": "be820ada-a0f4-4c51-b17b-3e506edd1410", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "Custom Images", + "subTarget": "CustomImages", + "style": "link" + }, + { + "id": "1dda3cc4-59ba-4758-9c51-d6c9fab18647", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "Azure Arc", + "subTarget": "arc", + "style": "link" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "VM" + }, + "name": "links - 4" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\" | extend SubscriptionName=name \r\n| join (\r\nresources \r\n| where resourceGroup in ({ResourceGroup})\r\n| where type has \"microsoft.compute/virtualmachines\" or type =~ 'microsoft.compute/virtualMachineScaleSets'\r\n| where properties.storageProfile.osDisk.osType == \"Windows\"\r\n| extend OS=properties.storageProfile.imageReference.id\r\n| where isnotnull(OS)\r\n| extend ActualCores = toint(extract(\".[A-Z]([0-9]+)\", 1, tostring(properties.hardwareProfile.vmSize)))\r\n| where tostring(properties.['licenseType']) has 'Windows'\r\n| extend WindowsId=id, VMIDFull=id, VMName=name, VMLocation=location, VMRG=resourceGroup, OSType=tostring(properties.storageProfile.osDisk.osType), VMSize=tostring (properties.hardwareProfile.vmSize), ActualCores, LicenseType = tostring(properties.['licenseType']), VMSSize=tostring(sku.name), QuickFix=id\r\n ) on subscriptionId \r\n| order by type asc \r\n| project WindowsId,VMName,VMRG,VMSize, ActualCores,VMLocation,OSType, LicenseType, subscriptionId, QuickFix, VMIDFull\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), WindowsId=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct WindowsId\r\n )\r\n on WindowsId", + "size": 0, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ] + }, + "conditionalVisibility": { + "parameterName": "AlwaysHidden", + "comparison": "isEqualTo", + "value": "true" + }, + "name": "CustomImageAHBEnabled" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\" | extend SubscriptionName=name \r\n| join (\r\nresources \r\n| where resourceGroup in ({ResourceGroup})\r\n| where type has \"microsoft.compute/virtualmachines\" or type =~ 'microsoft.compute/virtualMachineScaleSets'\r\n| where properties.storageProfile.osDisk.osType != \"Windows\"\r\n| extend ActualCores = toint(extract(\".[A-Z]([0-9]+)\", 1, tostring(properties.hardwareProfile.vmSize)))\r\n| extend OS=properties.storageProfile.imageReference.id\r\n| where isnotnull(OS)\r\n| where tostring(properties.['licenseType']) has 'Windows'\r\n| extend WindowsId=id, VMIDFull=id, VMName=name, VMLocation=location, VMRG=resourceGroup, OSType=tostring(properties.storageProfile.osDisk.osType), VMSize=tostring (properties.hardwareProfile.vmSize), ActualCores, LicenseType = tostring(properties.['licenseType']), VMSSize=tostring(sku.name), QuickFix=id\r\n ) on subscriptionId \r\n| order by type asc \r\n| project WindowsId,VMName,VMRG,VMSize, ActualCores,VMLocation,OSType, LicenseType, subscriptionId, QuickFix, VMIDFull\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), WindowsId=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct WindowsId\r\n )\r\n on WindowsId", + "size": 0, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ] + }, + "conditionalVisibility": { + "parameterName": "AlwaysHidden", + "comparison": "isEqualTo", + "value": "True" + }, + "name": "CustomImageAHBDisabled" + }, + { + "type": 1, + "content": { + "json": "## Custom Images - Windows Azure Hybrid Benefit (AHB) Overview\r\n#### Note: This tab contains information only about Custom Images where the OS is Windows." + }, + "name": "AHB Overview" + }, + { + "type": 1, + "content": { + "json": "Each two-processor license or each set of 16-core licenses, either Datacenter or Standard editions, are entitled to two instances of up to 8 cores, or one instance of up to 16 cores.\r\n\r\nThe virtual machines (VMs) with less than 8 cores are categorized as **Low Priority**, while those with 8 or more cores are classified as **High Priority**. In situations where there are insufficient Azure Hybrid benefit licenses to cover all the VMs in the environment, it is recommended to prioritize the High Priority VMs.", + "style": "info" + }, + "name": "NUmber of Processors-CustomImages", + "styleSettings": { + "margin": "10px", + "showBorder": true + } + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\" | extend SubscriptionName=name, SubId=id\r\n| join (\r\nresources \r\n| where resourceGroup in ({ResourceGroup})\r\n| where type has \"microsoft.compute/virtualmachines\" or type =~ 'microsoft.compute/virtualMachineScaleSets'\r\n| where properties.storageProfile.osDisk.osType == \"Windows\"\r\n| extend OS=properties.storageProfile.imageReference.id\r\n| where isnotnull(OS)\r\n| extend WindowsId=id\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), WindowsId=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct WindowsId\r\n )\r\n on WindowsId\r\n| extend LicenseType = tostring(properties.['licenseType'])\r\n| extend CheckAHBWindows = case(\r\n type == 'microsoft.compute/virtualmachines' or type =~ 'microsoft.compute/virtualMachineScaleSets', iif((properties.['licenseType'])\r\n !has 'Windows' and (properties.virtualMachineProfile.['licenseType']) !has 'Windows' , \"AHB Not Enabled\", \"AHB Enabled\"),\r\n \"Not Windows\"\r\n )\r\n) on subscriptionId \r\n| summarize count() by CheckAHBWindows, SubId, SubscriptionName\r\n", + "size": 0, + "title": "Summary of Windows VMs with or without AHB per Subscription", + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "table", + "gridSettings": { + "formatters": [ + { + "columnMatch": "SubId", + "formatter": 5 + }, + { + "columnMatch": "SubscriptionName", + "formatter": 5 + } + ], + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "SubscriptionName" + ], + "finalBy": "SubscriptionName" + }, + "labelSettings": [ + { + "columnId": "CheckAHBWindows", + "label": "Is AHB enabled?" + }, + { + "columnId": "SubscriptionName", + "label": "Subscription Name" + }, + { + "columnId": "count_", + "label": "Number of resources" + } + ] + }, + "sortBy": [], + "tileSettings": { + "titleContent": { + "columnMatch": "CheckAHBWindows", + "formatter": 1 + }, + "subtitleContent": { + "columnMatch": "SubscriptionName", + "formatter": 1 + }, + "leftContent": { + "columnMatch": "count_", + "formatter": 12, + "formatOptions": { + "palette": "auto" + } + }, + "showBorder": false, + "size": "auto" + }, + "chartSettings": { + "xAxis": "SubscriptionName" + } + }, + "customWidth": "50", + "name": "Summary of Windows VMs with or without AHB per Subscription - Custom Images" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\" | extend SubscriptionName=name \r\n| join (\r\nresources \r\n| where resourceGroup in ({ResourceGroup})\r\n| where type has \"microsoft.compute/virtualmachines\" or type =~ 'microsoft.compute/virtualMachineScaleSets'\r\n| where properties.storageProfile.osDisk.osType == \"Windows\"\r\n| extend OS=properties.storageProfile.imageReference.id\r\n| where isnotnull(OS)\r\n| extend WindowsId=id\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), WindowsId=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct WindowsId\r\n )\r\n on WindowsId\r\n| extend LicenseType = tostring(properties.['licenseType'])\r\n| extend CheckAHBWindows = case(\r\n type == 'microsoft.compute/virtualmachines' or type =~ 'microsoft.compute/virtualMachineScaleSets', iif((properties.['licenseType'])\r\n !has 'Windows' and (properties.virtualMachineProfile.['licenseType']) !has 'Windows' , \"AHB Not Enabled\", \"AHB Enabled\"),\r\n \"Not Windows\"\r\n )\r\n) on subscriptionId \r\n| summarize count() by CheckAHBWindows", + "size": 0, + "title": "Summary of Windows VMs with or without AHB", + "showRefreshButton": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "piechart" + }, + "customWidth": "50", + "name": "Summary of Windows VMs with or without AHB-CustomImages" + }, + { + "type": 1, + "content": { + "json": "### Consumed Licenses\r\nTotal number of Windows licenses cores consumed by all Windows virtual machines.\r\n", + "style": "info" + }, + "customWidth": "50", + "name": "Consumed Licenses-CustomImages" + }, + { + "type": 1, + "content": { + "json": "### Number of required Cores to enable Windows Azure Hybrid Benefit\r\nNumber of cores required to enable AHB across the entire environment.", + "style": "info" + }, + "customWidth": "50", + "name": "Number of required Cores-CustomImages" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\",\"mergeType\":\"table\",\"leftTable\":\"CustomImageAHBEnabled\"}],\"projectRename\":[{\"originalName\":\"[CustomImageAHBEnabled].WindowsId\",\"mergedName\":\"WindowsId\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].VMName\",\"mergedName\":\"VMName\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].VMRG\",\"mergedName\":\"VMRG\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].VMSize\",\"mergedName\":\"VMSize\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].ActualCores\",\"mergedName\":\"ActualCores\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].VMLocation\",\"mergedName\":\"VMLocation\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].OSType\",\"mergedName\":\"OSType\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].subscriptionId\",\"mergedName\":\"subscriptionId\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].QuickFix\",\"mergedName\":\"QuickFix\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].VMIDFull\",\"mergedName\":\"VMIDFull\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].WindowsId1\",\"mergedName\":\"WindowsId1\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[Added column]\",\"mergedName\":\"Prioritize AHB\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"ActualCores\",\"operator\":\"<=\",\"rightValType\":\"static\",\"rightVal\":\"8\",\"resultValType\":\"static\",\"resultVal\":\"Low Priority\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"static\",\"resultVal\":\"High Priority\"}}]},{\"originalName\":\"[Added column]\",\"mergedName\":\"ConsumedCores\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"ActualCores\",\"operator\":\"<=\",\"rightValType\":\"static\",\"rightVal\":\"8\",\"resultValType\":\"expression\",\"resultVal\":\"8\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"column\",\"resultVal\":\"ActualCores\"}}]}]}", + "size": 0, + "title": "Consumed Cores per AHB Priority", + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 7, + "visualization": "piechart", + "chartSettings": { + "yAxis": [ + "ConsumedCores" + ], + "group": "Prioritize AHB", + "createOtherGroup": null + } + }, + "customWidth": "33", + "showPin": false, + "name": "ConsumedCoresPerAhubpriority-CustomImages" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\",\"mergeType\":\"table\",\"leftTable\":\"CustomImageAHBEnabled\"}],\"projectRename\":[{\"originalName\":\"[CustomImageAHBEnabled].WindowsId\",\"mergedName\":\"WindowsId\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].VMName\",\"mergedName\":\"VMName\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].VMRG\",\"mergedName\":\"VMRG\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].VMSize\",\"mergedName\":\"VMSize\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].ActualCores\",\"mergedName\":\"ActualCores\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].VMLocation\",\"mergedName\":\"VMLocation\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].OSType\",\"mergedName\":\"OSType\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].subscriptionId\",\"mergedName\":\"subscriptionId\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].QuickFix\",\"mergedName\":\"QuickFix\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].VMIDFull\",\"mergedName\":\"VMIDFull\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].WindowsId1\",\"mergedName\":\"WindowsId1\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[Added column]\",\"mergedName\":\"Prioritize AHB\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"ActualCores\",\"operator\":\"<=\",\"rightValType\":\"static\",\"rightVal\":\"8\",\"resultValType\":\"static\",\"resultVal\":\"Low Priority\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"static\",\"resultVal\":\"High Priority\"}}]},{\"originalName\":\"[Added column]\",\"mergedName\":\"ConsumedCores\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"ActualCores\",\"operator\":\"<=\",\"rightValType\":\"static\",\"rightVal\":\"8\",\"resultValType\":\"expression\",\"resultVal\":\"8\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"column\",\"resultVal\":\"ActualCores\"}}]}]}", + "size": 0, + "title": "Consumed Cores per VM", + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 7, + "visualization": "piechart", + "chartSettings": { + "yAxis": [ + "ConsumedCores" + ], + "group": "VMName", + "createOtherGroup": null + } + }, + "customWidth": "30", + "showPin": false, + "name": "ConsumedCoresPerVM-CustomImages" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\",\"mergeType\":\"table\",\"leftTable\":\"CustomImageAHBDisabled\"}],\"projectRename\":[{\"originalName\":\"[Added column]\",\"mergedName\":\"Prioritize AHB\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"ActualCores\",\"operator\":\"<=\",\"rightValType\":\"static\",\"rightVal\":\"8\",\"resultValType\":\"static\",\"resultVal\":\"Low Priority\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"static\",\"resultVal\":\"High Priority\"}}]},{\"originalName\":\"[Added column]\",\"mergedName\":\"ConsumedCores\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"ActualCores\",\"operator\":\"<=\",\"rightValType\":\"static\",\"rightVal\":\"8\",\"resultValType\":\"expression\",\"resultVal\":\"8\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"column\",\"resultVal\":\"ActualCores\"}}]},{\"originalName\":\"[CustomImageAHBDisabled].WindowsId\",\"mergedName\":\"WindowsId\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBDisabled].VMName\",\"mergedName\":\"VMName\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBDisabled].VMRG\",\"mergedName\":\"VMRG\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBDisabled].VMSize\",\"mergedName\":\"VMSize\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBDisabled].ActualCores\",\"mergedName\":\"ActualCores\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBDisabled].VMLocation\",\"mergedName\":\"VMLocation\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBDisabled].OSType\",\"mergedName\":\"OSType\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBDisabled].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBDisabled].subscriptionId\",\"mergedName\":\"subscriptionId\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBDisabled].QuickFix\",\"mergedName\":\"QuickFix\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBDisabled].VMIDFull\",\"mergedName\":\"VMIDFull\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBDisabled].WindowsId1\",\"mergedName\":\"WindowsId1\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"}]}", + "size": 0, + "title": "Required CPU cores for AHB activation on remaining VMs", + "noDataMessage": "All VMs within the current scope have AHB enabled", + "noDataMessageStyle": 3, + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 7, + "visualization": "piechart", + "chartSettings": { + "yAxis": [ + "ConsumedCores" + ], + "group": "VMName", + "createOtherGroup": null + } + }, + "customWidth": "36", + "showPin": false, + "name": "CoresNotEnabledperAHBPriority-CustomImages" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "parameters": [ + { + "id": "ae5e8765-47ef-46a6-803b-6b7124c098d2", + "version": "KqlParameterItem/1.0", + "name": "AHBEnabled", + "label": "See VMs with AHB", + "type": 2, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "jsonData": "[\r\n {\"value\":\"Yes\"},\r\n {\"value\":\"No\", \"selected\":true}\r\n]\r\n\r\n", + "timeContext": { + "durationMs": 86400000 + } + }, + { + "id": "f1ac5e53-253c-4afb-8bc5-b1ba2efea3eb", + "version": "KqlParameterItem/1.0", + "name": "AHBDisabled", + "label": "See VMs without AHB", + "type": 2, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "jsonData": "[\r\n {\"value\":\"Yes\"},\r\n {\"value\":\"No\", \"selected\":true}\r\n]\r\n\r\n" + } + ], + "style": "pills", + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces" + }, + "name": "VM AHB Enabled - CustomImages" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\",\"mergeType\":\"table\",\"leftTable\":\"ConsumedCoresPerAhubpriority-CustomImages\"}],\"projectRename\":[{\"originalName\":\"[ConsumedCoresPerAhubpriority-CustomImages].WindowsId\",\"mergedName\":\"WindowsId\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[ConsumedCoresPerAhubpriority-CustomImages].VMName\",\"mergedName\":\"VMName\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[ConsumedCoresPerAhubpriority-CustomImages].VMRG\",\"mergedName\":\"VMRG\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[ConsumedCoresPerAhubpriority-CustomImages].VMSize\",\"mergedName\":\"VMSize\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[ConsumedCoresPerAhubpriority-CustomImages].ActualCores\",\"mergedName\":\"ActualCores\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[ConsumedCoresPerAhubpriority-CustomImages].ConsumedCores\",\"mergedName\":\"ConsumedCores\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[ConsumedCoresPerAhubpriority-CustomImages].Prioritize AHB\",\"mergedName\":\"Prioritize AHB\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[ConsumedCoresPerAhubpriority-CustomImages].VMLocation\",\"mergedName\":\"VMLocation\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[ConsumedCoresPerAhubpriority-CustomImages].OSType\",\"mergedName\":\"OSType\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[ConsumedCoresPerAhubpriority-CustomImages].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[ConsumedCoresPerAhubpriority-CustomImages].subscriptionId\",\"mergedName\":\"subscriptionId\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[ConsumedCoresPerAhubpriority-CustomImages].QuickFix\",\"mergedName\":\"QuickFix\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[ConsumedCoresPerAhubpriority-CustomImages].VMIDFull\",\"mergedName\":\"VMIDFull\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[ConsumedCoresPerAhubpriority-CustomImages].WindowsId1\",\"mergedName\":\"WindowsId1\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"}]}", + "size": 0, + "title": "VMs with Azure Hybrid Benefit enabled", + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 7, + "gridSettings": { + "formatters": [ + { + "columnMatch": "WindowsId", + "formatter": 13, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "Prioritize AHB", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "Low Priority", + "representation": "2", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "High Priority", + "representation": "success", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "unknown", + "text": "{0}{1}" + } + ] + } + }, + { + "columnMatch": "subscriptionId", + "formatter": 5 + }, + { + "columnMatch": "QuickFix", + "formatter": 5 + }, + { + "columnMatch": "VMIDFull", + "formatter": 5 + }, + { + "columnMatch": "WindowsId1", + "formatter": 5 + } + ], + "labelSettings": [ + { + "columnId": "WindowsId", + "label": "ResourceId" + }, + { + "columnId": "VMName", + "label": "VM name" + }, + { + "columnId": "VMRG", + "label": "Resource group" + }, + { + "columnId": "VMSize", + "label": "SKU" + }, + { + "columnId": "ActualCores", + "label": "Number of cores" + }, + { + "columnId": "ConsumedCores", + "label": "Consumed cores" + }, + { + "columnId": "Prioritize AHB", + "label": "AHB priority" + }, + { + "columnId": "VMLocation", + "label": "Location" + }, + { + "columnId": "OSType", + "label": "OS" + }, + { + "columnId": "LicenseType", + "label": "License" + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "AHBEnabled", + "comparison": "isEqualTo", + "value": "Yes" + }, + "showPin": false, + "name": "VmsAHBEnabeld-CustomImages" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\",\"mergeType\":\"table\",\"leftTable\":\"CoresNotEnabledperAHBPriority-CustomImages\"}],\"projectRename\":[{\"originalName\":\"[CoresNotEnabledperAHBPriority-CustomImages].WindowsId\",\"mergedName\":\"WindowsId\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[CoresNotEnabledperAHBPriority-CustomImages].VMName\",\"mergedName\":\"VMName\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[CoresNotEnabledperAHBPriority-CustomImages].VMRG\",\"mergedName\":\"VMRG\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[CoresNotEnabledperAHBPriority-CustomImages].VMSize\",\"mergedName\":\"VMSize\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[CoresNotEnabledperAHBPriority-CustomImages].ActualCores\",\"mergedName\":\"ActualCores\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[CoresNotEnabledperAHBPriority-CustomImages].ConsumedCores\",\"mergedName\":\"ConsumedCores\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[CoresNotEnabledperAHBPriority-CustomImages].Prioritize AHB\",\"mergedName\":\"Prioritize AHB\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[CoresNotEnabledperAHBPriority-CustomImages].VMLocation\",\"mergedName\":\"VMLocation\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[CoresNotEnabledperAHBPriority-CustomImages].OSType\",\"mergedName\":\"OSType\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[CoresNotEnabledperAHBPriority-CustomImages].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[CoresNotEnabledperAHBPriority-CustomImages].subscriptionId\",\"mergedName\":\"subscriptionId\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[CoresNotEnabledperAHBPriority-CustomImages].QuickFix\",\"mergedName\":\"QuickFix\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[CoresNotEnabledperAHBPriority-CustomImages].VMIDFull\",\"mergedName\":\"VMIDFull\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[CoresNotEnabledperAHBPriority-CustomImages].WindowsId1\",\"mergedName\":\"WindowsId1\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"}]}", + "size": 0, + "title": "VMs with Azure Hybrid Benefit not enabled", + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 7, + "gridSettings": { + "formatters": [ + { + "columnMatch": "WindowsId", + "formatter": 13, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "Prioritize AHB", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "Low Priority", + "representation": "2", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "High Priority", + "representation": "success", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "unknown", + "text": "{0}{1}" + } + ] + } + }, + { + "columnMatch": "subscriptionId", + "formatter": 5 + }, + { + "columnMatch": "QuickFix", + "formatter": 5 + }, + { + "columnMatch": "VMIDFull", + "formatter": 5 + }, + { + "columnMatch": "WindowsId1", + "formatter": 5 + } + ], + "labelSettings": [ + { + "columnId": "WindowsId", + "label": "ResourceId" + }, + { + "columnId": "VMName", + "label": "VM name" + }, + { + "columnId": "VMRG", + "label": "Resource group" + }, + { + "columnId": "VMSize", + "label": "SKU" + }, + { + "columnId": "ActualCores", + "label": "Number of cores" + }, + { + "columnId": "ConsumedCores", + "label": "Consumed cores" + }, + { + "columnId": "Prioritize AHB", + "label": "AHB priority" + }, + { + "columnId": "VMLocation", + "label": "Location" + }, + { + "columnId": "OSType", + "label": "OS" + }, + { + "columnId": "LicenseType", + "label": "License" + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "AHBDisabled", + "comparison": "isEqualTo", + "value": "Yes" + }, + "showPin": false, + "name": "VmsAHBDisabled-CustomImages" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "CustomImages" + }, + "name": "CustomImages" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 11, + "content": { + "version": "LinkItem/1.0", + "style": "tabs", + "links": [ + { + "id": "3f12a4b6-b18d-4191-8c1c-6045a7edcb6b", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "Windows Server ESU licenses", + "subTarget": "windowsEsu", + "style": "link" + }, + { + "id": "0ca197b7-6f96-4def-9be4-dc26bb09538a", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "Windows Server Management enabled by Azure Arc", + "subTarget": "arcAHB", + "style": "link" + } + ] + }, + "name": "links - 1" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "title": "Windows Server ESU licenses", + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "// Run query to see results.\r\nresources\r\n| where type =~ 'microsoft.hybridcompute/machines'\r\n| extend esuEligibility = properties.licenseProfile.esuProfile.esuEligibility\r\n| where esuEligibility =~ \"Eligible\"\r\n| extend agentVersion = tostring(properties.agentVersion)\r\n| extend parsedAgentVersion = parse_version(agentVersion)\r\n| where parsedAgentVersion >= parse_version(\"1.34\")\r\n| extend machineId = tolower(id)\r\n| join kind=leftouter(\r\n resources\r\n | where type =~ \"microsoft.hybridcompute/machines/licenseProfiles\"\r\n | extend machineId = tolower(tostring(trim_end(@\"\\/\\w+\\/(\\w|\\.)+\", id)))\r\n | extend licenseId = tolower(tostring(properties.esuProfile.assignedLicense))\r\n) on $left.machineId == $right.machineId\r\n| join kind=leftouter (\r\n resources\r\n | where type =~ \"microsoft.hybridcompute/licenses\"\r\n | extend licenseId = tolower(id)\r\n) on licenseId\r\n| extend status = case(\r\n properties.status =~ 'Connected', 'Connected',\r\n properties.status =~ 'Disconnected', 'Offline',\r\n properties.status =~ 'Error', 'Error',\r\n properties.status =~ 'Expired', 'Expired',\r\n 'Unknown')\r\n| extend operatingSystem = properties.osSku\r\n| extend esuStatus = case(\r\n (properties.licenseProfile.esuProfile.licenseAssignmentState =~ 'Assigned' and properties2.licenseDetails.state =~ 'Activated'), 'Enabled',\r\n properties.licenseProfile.esuProfile.licenseAssignmentState =~ 'NotAssigned' and properties.licenseProfile.esuProfile.esuKeyState =~ 'Active', 'Enabled by Volume License',\r\n properties.licenseProfile.esuProfile.licenseAssignmentState =~ 'Assigned' and properties2.licenseDetails.state =~ 'Deactivated' and properties.licenseProfile.esuProfile.esuKeyState =~ 'Inactive', 'License deactivated',\r\n properties.licenseProfile.esuProfile.licenseAssignmentState =~ 'NotAssigned' and properties.licenseProfile.esuProfile.esuKeyState =~ 'Inactive', 'Not enabled',\r\n 'Unknown'\r\n)\r\n| project name, status, operatingSystem, esuStatus\r\n| summarize count() by esuStatus", + "size": 0, + "title": "Coverage Summary", + "showRefreshButton": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "piechart", + "chartSettings": { + "yAxis": [ + "count_" + ], + "showLegend": true, + "seriesLabelSettings": [ + { + "seriesName": "Not enabled", + "color": "red" + }, + { + "seriesName": "Enabled", + "color": "green" + }, + { + "seriesName": "Enabled by Volume License", + "color": "greenDarkDark" + }, + { + "seriesName": "License deactivated", + "color": "yellow" + } + ] + } + }, + "name": "coverageSummary" + }, + { + "type": 1, + "content": { + "json": "## Review Your Current License Usage\r\n\r\nTo review your current license usage, go to the [Azure Arc](https://ms.portal.azure.com/#view/Microsoft_Azure_ArcCenterUX/ArcCenterMenuBlade/~/usageOverview) resource blade.\r\n\r\n", + "style": "info" + }, + "name": "text - 5" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "parameters": [ + { + "id": "16791a28-f78e-4b26-a2e9-a9fbbda915df", + "version": "KqlParameterItem/1.0", + "name": "eligibleResources", + "label": "View eligible resources?", + "type": 2, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "jsonData": "[\r\n {\"value\":\"Yes\"},\r\n {\"value\":\"No\", \"selected\":true}\r\n]\r\n\r\n", + "timeContext": { + "durationMs": 86400000 + } + }, + { + "id": "e24ddae0-37c5-46a7-b52f-b307baaa6f51", + "version": "KqlParameterItem/1.0", + "name": "eligibleLicenses", + "label": "View eligible licenses?", + "type": 2, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "jsonData": "[\r\n {\"value\":\"Yes\"},\r\n {\"value\":\"No\", \"selected\":true}\r\n]\r\n\r\n", + "timeContext": { + "durationMs": 86400000 + } + } + ], + "style": "pills", + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces" + }, + "name": "parameters - 5" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "title": "Eligible Resources", + "items": [ + { + "type": 1, + "content": { + "json": "Windows Server 2012 or 2012 R2 machines running Arc agent version below 1.34 are ineligible for Extended Security Updates (ESUs). Upgrade to the latest version of the Azure Arc agent to allow enabling ESU on these machines.\r\n\r\n", + "style": "info" + }, + "name": "txtEligibleResources" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "// Run query to see results.\r\nresources\r\n| where type =~ 'microsoft.hybridcompute/machines'\r\n| extend esuEligibility = properties.licenseProfile.esuProfile.esuEligibility\r\n| where esuEligibility =~ \"Eligible\"\r\n| extend agentVersion = tostring(properties.agentVersion)\r\n| extend parsedAgentVersion = parse_version(agentVersion)\r\n| where parsedAgentVersion >= parse_version(\"1.34\")\r\n| extend machineId = tolower(id)\r\n| join kind=leftouter(\r\n resources\r\n | where type =~ \"microsoft.hybridcompute/machines/licenseProfiles\"\r\n | extend machineId = tolower(tostring(trim_end(@\"\\/\\w+\\/(\\w|\\.)+\", id)))\r\n | extend licenseId = tolower(tostring(properties.esuProfile.assignedLicense))\r\n) on $left.machineId == $right.machineId\r\n| join kind=leftouter (\r\n resources\r\n | where type =~ \"microsoft.hybridcompute/licenses\"\r\n | extend licenseId = tolower(id)\r\n) on licenseId\r\n| extend status = case(\r\n properties.status =~ 'Connected', 'Connected',\r\n properties.status =~ 'Disconnected', 'Offline',\r\n properties.status =~ 'Error', 'Error',\r\n properties.status =~ 'Expired', 'Expired',\r\n 'Unknown')\r\n| extend operatingSystem = properties.osSku\r\n| extend esuStatus = case(\r\n (properties.licenseProfile.esuProfile.licenseAssignmentState =~ 'Assigned' and properties2.licenseDetails.state =~ 'Activated'), 'Enabled',\r\n properties.licenseProfile.esuProfile.licenseAssignmentState =~ 'NotAssigned' and properties.licenseProfile.esuProfile.esuKeyState =~ 'Active', 'Enabled by Volume License',\r\n properties.licenseProfile.esuProfile.licenseAssignmentState =~ 'Assigned' and properties2.licenseDetails.state =~ 'Deactivated' and properties.licenseProfile.esuProfile.esuKeyState =~ 'Inactive', 'License deactivated',\r\n properties.licenseProfile.esuProfile.licenseAssignmentState =~ 'NotAssigned' and properties.licenseProfile.esuProfile.esuKeyState =~ 'Inactive', 'Not enabled',\r\n 'Unknown'\r\n)\r\n| extend esuStatusIcon = case(\r\n (properties.licenseProfile.esuProfile.licenseAssignmentState =~ 'Assigned' and properties2.licenseDetails.state =~ 'Activated'), '8',\r\n properties.licenseProfile.esuProfile.licenseAssignmentState =~ 'NotAssigned' and properties.licenseProfile.esuProfile.esuKeyState =~ 'Active', '9',\r\n properties.licenseProfile.esuProfile.licenseAssignmentState =~ 'Assigned' and properties2.licenseDetails.state =~ 'Deactivated' and properties.licenseProfile.esuProfile.esuKeyState =~ 'Inactive', '9',\r\n properties.licenseProfile.esuProfile.licenseAssignmentState =~ 'NotAssigned' or properties.licenseProfile.esuProfile.esuKeyState =~ 'Inactive', '7',\r\n '91'\r\n)\r\n| project name, status, resourceGroup, subscriptionId, operatingSystem, id, type, location, kind, tags, esuStatus, esuStatusIcon, agentVersion\r\n| extend subscriptionDisplayName=case(subscriptionId =~ 'e75c95f3-27b4-410f-a40e-2b9153a807dd','AEther Dev',subscriptionId =~ '823ca539-d44d-43ee-8dc8-023fd4f27396','AIOps_FailureSimulation_DevTest',subscriptionId =~ 'b2a328a7-ffff-4c09-b643-a4758cf170bc','AISC-DEV-02',subscriptionId =~ 'eef8b6d5-94da-4b36-9327-a662f2674efb','AISC-EngSys-01',subscriptionId =~ 'e0fd569c-e34a-4249-8c24-e8d723c7f054','AML - Responsible AI R&D',subscriptionId =~ 'f1d79e73-f8e3-4b10-bfdb-4207ca0723ed','AML Infra - Engineering System',subscriptionId =~ 'dad45786-32e5-4ef3-b90e-8e0838fbadb6','AnE.ExP.NonProduction',subscriptionId =~ '017ad81c-b730-4564-9109-9b763243a9a6','Anomaly Real Time-DevTest',subscriptionId =~ 'e686ef8c-d35d-4e9b-92f8-caaaa7948c0a','Applied Sciences Group Dev',subscriptionId =~ '6e967edb-425b-4a33-ae98-f1d2c509dda3','Arc enabled Infrastructure - Demo',subscriptionId =~ '710c6ed8-d8d9-4c51-b100-dc4d9e10dd18','ARC-ESU-TESTING-03',subscriptionId =~ '2145a411-d149-4010-84d4-40fe8a55db44','ARM Test Environment',subscriptionId =~ 'e2a8a7b3-cb7a-4930-9c79-2b0eb7bf843c','ASZ_Lab_Hardware_Dev_1',subscriptionId =~ '4c33a6bb-d566-4d0b-8951-00b55a91fba8','AzPIESecurity-DEV-Apple',subscriptionId =~ 'b65b516b-415b-4c68-a254-bfa7411275f8','Azure CloudES CDP ER - Test',subscriptionId =~ '6785ea1f-ac40-4244-a9ce-94b12fd832ca','Azure Migrate Demo Subscription',subscriptionId =~ '8c3c936a-c09b-4de3-830b-3f5f244d72e9','Azure Migrate Program Management Team',subscriptionId =~ '432a7068-99ae-4975-ad38-d96b71172cdf','Azure Profiler - Testing',subscriptionId =~ 'caffe3c0-acbd-4d01-af76-a45f421bfb64','Azure_Base_LivesiteArmory_test',subscriptionId =~ 'a1920ebd-59b7-4f19-af9f-5e80599e88e4','Babel',subscriptionId =~ 'b43a6159-1bea-4fa2-9407-e875fdc0ff55','BAP IA EU Schrems (P)',subscriptionId =~ 'ae71ef11-a03f-4b4f-a0e6-ef144727c711','Bing MM Measurement',subscriptionId =~ '8ef80208-601f-4c83-802e-751d211745f9','CloudAnalytics_Prod1',subscriptionId =~ 'f7b4a5ce-d3bd-4a03-84fe-8bcad772c8c1','Cog Services Computer Vision',subscriptionId =~ '38dbd059-bd26-4172-af17-bcc5a00744de','Core-ES-STREAM-DeXDI',subscriptionId =~ '87e8a61c-4832-4cfe-8b72-c12554f2309a','Cosmos_C&E_Azure_Azure Resource Manager_100424',subscriptionId =~ '8c4b5b03-3b24-4ed0-91f5-a703cd91b412','Cosmos_C&E_Azure_AzureEngineeringSystems_100200',subscriptionId =~ 'b988efc7-1bc8-4a73-b4a2-5ad864580250','Cosmos_C&E_DPG_Big Data_100036',subscriptionId =~ '6121bf73-2dc9-47ac-8b6a-c6ae4b88ef39','Cost Management PM',subscriptionId =~ '44074499-ad9f-45b9-9b0b-f594f8736a45','CSX-WSD-CFE-TNT-QPP',subscriptionId =~ '3cd01953-be46-4f9b-a4e0-26f19f428765','CSX-WSD-CFE-TNT-TOOLKITHUB',subscriptionId =~ '60214a3c-65a2-46f8-8b32-f959f2454106','Data Pillar Security Tooling',subscriptionId =~ 'f7c445af-a4de-4264-9e87-3196d6bc384d','Efficiency Pack Services (MSIT)',subscriptionId =~ '86f010b8-6473-4cb9-90c1-671c74faa4ee','emilyzhu dev subscription',subscriptionId =~ 'f3326bfd-5406-4136-a835-f64ccbfd9050','FTK @ MS',subscriptionId =~ 'd2c9544f-4329-4642-b73d-020e7fef844f','HPCScrub1',subscriptionId =~ 'bac420ed-c6fc-4a05-8ac1-8c0c52da1d6e','IDEAs MS Reporting',subscriptionId =~ '3cd95ff9-ac62-4b5c-8240-0cd046687ea0','Internal App Insights Resources for Perflens',subscriptionId =~ 'a386d5ea-ea90-441a-8263-d816368c84a1','IOT_PLATFORM_UPX_TEST',subscriptionId =~ '6a0ab98c-24d4-4131-8cd7-0a78bfce58f5','ITSM Integration - Production - New',subscriptionId =~ '13723929-6644-4060-a50a-cc38ebc5e8b1','LinuxMdsd Test',subscriptionId =~ '98b02a69-28a5-4ee7-a622-cd69c7a59c4e','Marvel Intelligence Model Training Subscription',subscriptionId =~ '1278a874-89fc-418c-b6b9-ac763b000415','Microsoft Azure Internal Consumption (nbrady)',subscriptionId =~ '29de2cfc-f00a-43bb-bdc8-3108795bd282','MSFT-Modern Device-Modern Mgmt-Imaging00',subscriptionId =~ '54b875cc-a81a-4914-8bfd-1a36bc7ddf4d','MSFT-WindowsVirtualDesktop-01',subscriptionId =~ '4dc2cd39-7a89-43d8-bebe-8bb501359891','Observability_AzMon_Grafana_Dev',subscriptionId =~ 'a471d615-ff98-4e80-b375-a19543d4691e','ODC-OneBox-Resources',subscriptionId =~ '1163fbbe-27e7-4b0f-8466-195fe5417043','Python_AI_Tools_PM_Team_Sub (jbinder)',subscriptionId =~ '3905431d-c062-4c17-8fd9-c51f89f334c4','Pytorch Build',subscriptionId =~ '3f577935-3138-4d07-86b3-75651b696483','Responsible & OpenAi Research',subscriptionId =~ '0f301386-8979-4981-acca-973d553078e7','Scope Team Test Subscription',subscriptionId =~ '1b0a5c20-7373-41a2-8fec-7364cceb7bbf','Services Hub Demo Open',subscriptionId =~ 'e72e5254-f265-4e95-9bd2-9ee8e7329051','Speech Services - DEV - SDK (carbon)',subscriptionId =~ 'a1c3dc6b-8630-4bb7-a29e-4ed4407c329b','Speech Services - EXP2',subscriptionId =~ '736af2bf-9fcb-4145-a19b-5b30b2b8949d','Trey International UK',subscriptionId =~ '51f73f67-1f29-4120-863e-dd315f743fc1','Trey Partner Lab 2',subscriptionId =~ '9ec51cfd-5ca7-4d76-8101-dd0a4abc5674','Trey Research Corporate',subscriptionId =~ '73c0021f-a37d-433f-8baa-7450cb54eea6','Trey Research Finance',subscriptionId =~ 'ed570627-0265-4620-bb42-bae06bcfa914','Trey Research IT',subscriptionId =~ '64e355d7-997c-491d-b0c1-8414dccfcf42','Trey Research R&D Playground',subscriptionId =~ '586f1d47-9dd9-43d5-b196-6e28f8405ff8','Trey Research R&D Production',subscriptionId =~ '9ec1d932-0f3f-486c-acc6-e7d78b358f9b','TScience',subscriptionId =~ '79f57c16-00fe-48da-87d4-5192e86cd047','TScienceGPU',subscriptionId =~ 'bac044cf-49e1-4843-8dda-1ce9662606c8','UI Fabric',subscriptionId =~ '6760347d-9ffe-41a9-ba11-c139dcea5ce6','xt-teams-migration-dev',subscriptionId =~ '45f9252d-e27e-4ed8-ab4e-dc5054de13fa','Contoso IT - Retail - Prod',subscriptionId)\r\n| where (type !~ ('dell.storage/filesystems'))\r\n| where (type !~ ('arizeai.observabilityeval/organizations'))\r\n| where (type !~ ('lambdatest.hyperexecute/organizations'))\r\n| where (type !~ ('pinecone.vectordb/organizations'))\r\n| where (type !~ ('microsoft.weightsandbiases/instances'))\r\n| where (type !~ ('purestorage.block/storagepools/avsstoragecontainers'))\r\n| where (type !~ ('purestorage.block/reservations'))\r\n| where (type !~ ('purestorage.block/storagepools'))\r\n| where (type !~ ('solarwinds.observability/organizations'))\r\n| where (type !~ ('splitio.experimentation/experimentationworkspaces'))\r\n| where (type !~ ('microsoft.agfoodplatform/farmbeats'))\r\n| where (type !~ ('microsoft.appsecurity/policies'))\r\n| where (type !~ ('microsoft.arc/all'))\r\n| where (type !~ ('microsoft.arc/allfairfax'))\r\n| where (type !~ ('microsoft.cdn/profiles/customdomains'))\r\n| where (type !~ ('microsoft.cdn/profiles/afdendpoints'))\r\n| where (type !~ ('microsoft.cdn/profiles/origingroups/origins'))\r\n| where (type !~ ('microsoft.cdn/profiles/origingroups'))\r\n| where (type !~ ('microsoft.cdn/profiles/afdendpoints/routes'))\r\n| where (type !~ ('microsoft.cdn/profiles/rulesets/rules'))\r\n| where (type !~ ('microsoft.cdn/profiles/rulesets'))\r\n| where (type !~ ('microsoft.cdn/profiles/secrets'))\r\n| where (type !~ ('microsoft.cdn/profiles/securitypolicies'))\r\n| where (type !~ ('microsoft.chaos/privateaccesses'))\r\n| where (type !~ ('microsoft.sovereign/transparencylogs'))\r\n| where (type !~ ('microsoft.sovereign/landingzoneconfigurations'))\r\n| where (type !~ ('microsoft.hardwaresecuritymodules/cloudhsmclusters'))\r\n| where (type !~ ('microsoft.compute/computefleetinstances'))\r\n| where (type !~ ('microsoft.compute/standbypoolinstance'))\r\n| where (type !~ ('microsoft.compute/virtualmachineflexinstances'))\r\n| where (type !~ ('microsoft.kubernetesconfiguration/extensions'))\r\n| where (type !~ ('microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/extensions'))\r\n| where (type !~ ('microsoft.kubernetes/connectedclusters/microsoft.kubernetesconfiguration/namespaces'))\r\n| where (type !~ ('microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/namespaces'))\r\n| where (type !~ ('microsoft.kubernetes/connectedclusters/microsoft.kubernetesconfiguration/fluxconfigurations'))\r\n| where (type !~ ('microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/fluxconfigurations'))\r\n| where (type !~ ('microsoft.portalservices/extensions/deployments'))\r\n| where (type !~ ('microsoft.portalservices/extensions'))\r\n| where (type !~ ('microsoft.portalservices/extensions/slots'))\r\n| where (type !~ ('microsoft.portalservices/extensions/versions'))\r\n| where (type !~ ('microsoft.datacollaboration/workspaces'))\r\n| where (type !~ ('microsoft.deviceregistry/devices'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/activedeployments'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/agents'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/deployments'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/deviceclasses'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/updates'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts'))\r\n| where (type !~ ('private.devtunnels/tunnelplans'))\r\n| where (type !~ ('private.easm/workspaces'))\r\n| where (type !~ ('microsoft.edgeorder/virtual_orderitems'))\r\n| where (type !~ ('microsoft.workloads/epicvirtualinstances'))\r\n| where (type !~ ('microsoft.fairfieldgardens/provisioningresources/provisioningpolicies'))\r\n| where (type !~ ('microsoft.fairfieldgardens/provisioningresources'))\r\n| where (type !~ ('microsoft.healthmodel/healthmodels'))\r\n| where (type !~ ('microsoft.hybridcompute/arcserverwithwac'))\r\n| where (type !~ ('microsoft.hybridcompute/machinessovereign'))\r\n| where (type !~ ('microsoft.hybridcompute/machinespaygo'))\r\n| where (type !~ ('microsoft.hybridcompute/machinessoftwareassurance'))\r\n| where (type !~ ('microsoft.network/virtualhubs')) or ((kind =~ ('routeserver')))\r\n| where (type !~ ('microsoft.network/networkvirtualappliances'))\r\n| where (type !~ ('microsoft.devhub/iacprofiles'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/files'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/filerequests'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/licenses'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/connectors'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/sharedstorages'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/storages'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/workloads'))\r\n| where (type !~ ('microsoft.insights/diagnosticsettings'))\r\n| where not((type =~ ('microsoft.network/serviceendpointpolicies')) and ((kind =~ ('internal'))))\r\n| where (type !~ ('microsoft.resources/resourcegraphvisualizer'))\r\n| where (type !~ ('microsoft.iotoperationsmq/mq'))\r\n| where (type !~ ('microsoft.orbital/cloudaccessrouters'))\r\n| where (type !~ ('microsoft.orbital/terminals'))\r\n| where (type !~ ('microsoft.orbital/sdwancontrollers'))\r\n| where (type !~ ('microsoft.orbital/geocatalogs'))\r\n| where (type !~ ('microsoft.recommendationsservice/accounts/modeling'))\r\n| where (type !~ ('microsoft.recommendationsservice/accounts/serviceendpoints'))\r\n| where (type !~ ('microsoft.recoveryservicesbvtd/vaults'))\r\n| where (type !~ ('microsoft.recoveryservicesbvtd2/vaults'))\r\n| where (type !~ ('microsoft.recoveryservicesintd/vaults'))\r\n| where (type !~ ('microsoft.recoveryservicesintd2/vaults'))\r\n| where (type !~ ('microsoft.resources/deletedresources'))\r\n| where (type !~ ('microsoft.deploymentmanager/rollouts'))\r\n| where (type !~ ('microsoft.features/featureprovidernamespaces/featureconfigurations'))\r\n| where (type !~ ('microsoft.saashub/cloudservices/hidden'))\r\n| where (type !~ ('microsoft.providerhub/providerregistrations'))\r\n| where (type !~ ('microsoft.providerhub/providerregistrations/customrollouts'))\r\n| where (type !~ ('microsoft.providerhub/providerregistrations/defaultrollouts'))\r\n| where (type !~ ('microsoft.edge/configurations'))\r\n| where not((type =~ ('microsoft.synapse/workspaces/sqlpools')) and ((kind =~ ('v3'))))\r\n| where (type !~ ('microsoft.mission/approvals'))\r\n| where (type !~ ('microsoft.mission/catalogs'))\r\n| where (type !~ ('microsoft.mission/communities'))\r\n| where (type !~ ('microsoft.mission/communities/communityendpoints'))\r\n| where (type !~ ('microsoft.mission/enclaveconnections'))\r\n| where (type !~ ('microsoft.mission/virtualenclaves/enclaveendpoints'))\r\n| where (type !~ ('microsoft.mission/communities/transithubs'))\r\n| where (type !~ ('microsoft.mission/virtualenclaves'))\r\n| where (type !~ ('microsoft.mission/virtualenclaves/workloads'))\r\n| where (type !~ ('microsoft.workloads/insights'))\r\n| where (type !~ ('microsoft.hanaonazure/sapmonitors'))\r\n| where (type !~ ('microsoft.cloudhealth/healthmodels'))\r\n| where (type !~ ('microsoft.connectedcache/enterprisemcccustomers/enterprisemcccachenodes'))\r\n| where not((type =~ ('microsoft.sql/servers/databases')) and ((kind in~ ('system','v2.0,system','v12.0,system','v12.0,system,serverless','v12.0,user,datawarehouse,gen2,analytics'))))\r\n| where not((type =~ ('microsoft.sql/servers')) and ((kind =~ ('v12.0,analytics'))))\r\n| where (type in~ ('Microsoft.HybridCompute/machinesEsu','Microsoft.HybridCompute/machines'))\r\n| project name,esuStatus,esuStatusIcon,operatingSystem,resourceGroup,subscriptionDisplayName,status,type,id,kind,location,subscriptionId,tags\r\n| sort by (tolower(tostring(name))) asc", + "size": 0, + "title": "Eligible resources", + "noDataMessage": "There are no eligible resources.", + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "esuStatusIcon", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "7", + "representation": "4", + "text": "" + }, + { + "operator": "==", + "thresholdValue": "9", + "representation": "warning", + "text": "" + }, + { + "operator": "==", + "thresholdValue": "8", + "representation": "success", + "text": "" + }, + { + "operator": "==", + "thresholdValue": "91", + "representation": "unknown", + "text": "{0}{1}" + }, + { + "sourceColumn": "esuStatus", + "operator": "Default", + "thresholdValue": null, + "representation": "unknown", + "text": "" + } + ] + } + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "eligibleResources", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "arcResources" + } + ] + }, + "conditionalVisibility": { + "parameterName": "eligibleResources", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "group-eligibleResources" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "title": "Eligible licenses", + "items": [ + { + "type": 1, + "content": { + "json": "Keep in mind, subscription read permissions are required to give accurate core count and usage information for your ESU licenses. Physical core based licenses are subject to different licensing guidelines and are excluded from this view.[Learn more.](https://learn.microsoft.com/azure/azure-arc/servers/license-extended-security-updates)", + "style": "info" + }, + "name": "txtLearnMoreLicense" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "// Run query to see results.\r\nresources\r\n| where type =~ \"microsoft.hybridcompute/licenses\"\r\n| extend sku = properties.licenseDetails.edition\r\n| extend totalCores = properties.licenseDetails.processors\r\n| extend coreType = case(\r\n properties.licenseDetails.type =~ 'vCore','Virtual core',\r\n properties.licenseDetails.type =~ 'pCore','Physical core',\r\n 'Unknown'\r\n)\r\n| extend statusIcon = case(\r\n properties.licenseDetails.state =~ 'Activated', '8',\r\n properties.licenseDetails.state =~ 'Deactivated', '7',\r\n '91'\r\n)\r\n| extend status = case(\r\n properties.licenseDetails.state =~ 'Activated', 'Activated',\r\n properties.licenseDetails.state =~ 'Deactivated','Deactivated',\r\n 'Unknown'\r\n)\r\n| extend licenseId = tolower(tostring(id)) // Depending on what is stored in license profile, might have to get the immutableId instead\r\n| join kind=leftouter(\r\n resources\r\n | where type =~ \"microsoft.hybridcompute/machines/licenseProfiles\"\r\n | extend machineId = tolower(tostring(trim_end(@\"\\/\\w+\\/(\\w|\\.)+\", id)))\r\n | extend licenseId = tolower(tostring(properties.esuProfile.assignedLicense))\r\n | summarize resources = count() by licenseId\r\n) on licenseId // Get count of license profile per license, a license profile is created for each machine that is assigned a license\r\n| extend resources = iff(isnull(resources), 0, resources)\r\n| project id, name, type, location, subscriptionId, resourceGroup, kind, tags, extendedLocation, sku, totalCores, coreType, status, statusIcon, resources\r\n| extend subscriptionDisplayName=case(subscriptionId =~ 'e75c95f3-27b4-410f-a40e-2b9153a807dd','AEther Dev',subscriptionId =~ '823ca539-d44d-43ee-8dc8-023fd4f27396','AIOps_FailureSimulation_DevTest',subscriptionId =~ 'b2a328a7-ffff-4c09-b643-a4758cf170bc','AISC-DEV-02',subscriptionId =~ 'eef8b6d5-94da-4b36-9327-a662f2674efb','AISC-EngSys-01',subscriptionId =~ 'e0fd569c-e34a-4249-8c24-e8d723c7f054','AML - Responsible AI R&D',subscriptionId =~ 'f1d79e73-f8e3-4b10-bfdb-4207ca0723ed','AML Infra - Engineering System',subscriptionId =~ 'dad45786-32e5-4ef3-b90e-8e0838fbadb6','AnE.ExP.NonProduction',subscriptionId =~ '017ad81c-b730-4564-9109-9b763243a9a6','Anomaly Real Time-DevTest',subscriptionId =~ 'e686ef8c-d35d-4e9b-92f8-caaaa7948c0a','Applied Sciences Group Dev',subscriptionId =~ '6e967edb-425b-4a33-ae98-f1d2c509dda3','Arc enabled Infrastructure - Demo',subscriptionId =~ '710c6ed8-d8d9-4c51-b100-dc4d9e10dd18','ARC-ESU-TESTING-03',subscriptionId =~ '2145a411-d149-4010-84d4-40fe8a55db44','ARM Test Environment',subscriptionId =~ 'e2a8a7b3-cb7a-4930-9c79-2b0eb7bf843c','ASZ_Lab_Hardware_Dev_1',subscriptionId =~ '4c33a6bb-d566-4d0b-8951-00b55a91fba8','AzPIESecurity-DEV-Apple',subscriptionId =~ 'b65b516b-415b-4c68-a254-bfa7411275f8','Azure CloudES CDP ER - Test',subscriptionId =~ '6785ea1f-ac40-4244-a9ce-94b12fd832ca','Azure Migrate Demo Subscription',subscriptionId =~ '8c3c936a-c09b-4de3-830b-3f5f244d72e9','Azure Migrate Program Management Team',subscriptionId =~ '432a7068-99ae-4975-ad38-d96b71172cdf','Azure Profiler - Testing',subscriptionId =~ 'caffe3c0-acbd-4d01-af76-a45f421bfb64','Azure_Base_LivesiteArmory_test',subscriptionId =~ 'a1920ebd-59b7-4f19-af9f-5e80599e88e4','Babel',subscriptionId =~ 'b43a6159-1bea-4fa2-9407-e875fdc0ff55','BAP IA EU Schrems (P)',subscriptionId =~ 'ae71ef11-a03f-4b4f-a0e6-ef144727c711','Bing MM Measurement',subscriptionId =~ '8ef80208-601f-4c83-802e-751d211745f9','CloudAnalytics_Prod1',subscriptionId =~ 'f7b4a5ce-d3bd-4a03-84fe-8bcad772c8c1','Cog Services Computer Vision',subscriptionId =~ '38dbd059-bd26-4172-af17-bcc5a00744de','Core-ES-STREAM-DeXDI',subscriptionId =~ '87e8a61c-4832-4cfe-8b72-c12554f2309a','Cosmos_C&E_Azure_Azure Resource Manager_100424',subscriptionId =~ '8c4b5b03-3b24-4ed0-91f5-a703cd91b412','Cosmos_C&E_Azure_AzureEngineeringSystems_100200',subscriptionId =~ 'b988efc7-1bc8-4a73-b4a2-5ad864580250','Cosmos_C&E_DPG_Big Data_100036',subscriptionId =~ '6121bf73-2dc9-47ac-8b6a-c6ae4b88ef39','Cost Management PM',subscriptionId =~ '44074499-ad9f-45b9-9b0b-f594f8736a45','CSX-WSD-CFE-TNT-QPP',subscriptionId =~ '3cd01953-be46-4f9b-a4e0-26f19f428765','CSX-WSD-CFE-TNT-TOOLKITHUB',subscriptionId =~ '60214a3c-65a2-46f8-8b32-f959f2454106','Data Pillar Security Tooling',subscriptionId =~ 'f7c445af-a4de-4264-9e87-3196d6bc384d','Efficiency Pack Services (MSIT)',subscriptionId =~ '86f010b8-6473-4cb9-90c1-671c74faa4ee','emilyzhu dev subscription',subscriptionId =~ 'f3326bfd-5406-4136-a835-f64ccbfd9050','FTK @ MS',subscriptionId =~ 'd2c9544f-4329-4642-b73d-020e7fef844f','HPCScrub1',subscriptionId =~ 'bac420ed-c6fc-4a05-8ac1-8c0c52da1d6e','IDEAs MS Reporting',subscriptionId =~ '3cd95ff9-ac62-4b5c-8240-0cd046687ea0','Internal App Insights Resources for Perflens',subscriptionId =~ 'a386d5ea-ea90-441a-8263-d816368c84a1','IOT_PLATFORM_UPX_TEST',subscriptionId =~ '6a0ab98c-24d4-4131-8cd7-0a78bfce58f5','ITSM Integration - Production - New',subscriptionId =~ '13723929-6644-4060-a50a-cc38ebc5e8b1','LinuxMdsd Test',subscriptionId =~ '98b02a69-28a5-4ee7-a622-cd69c7a59c4e','Marvel Intelligence Model Training Subscription',subscriptionId =~ '1278a874-89fc-418c-b6b9-ac763b000415','Microsoft Azure Internal Consumption (nbrady)',subscriptionId =~ '29de2cfc-f00a-43bb-bdc8-3108795bd282','MSFT-Modern Device-Modern Mgmt-Imaging00',subscriptionId =~ '54b875cc-a81a-4914-8bfd-1a36bc7ddf4d','MSFT-WindowsVirtualDesktop-01',subscriptionId =~ '4dc2cd39-7a89-43d8-bebe-8bb501359891','Observability_AzMon_Grafana_Dev',subscriptionId =~ 'a471d615-ff98-4e80-b375-a19543d4691e','ODC-OneBox-Resources',subscriptionId =~ '1163fbbe-27e7-4b0f-8466-195fe5417043','Python_AI_Tools_PM_Team_Sub (jbinder)',subscriptionId =~ '3905431d-c062-4c17-8fd9-c51f89f334c4','Pytorch Build',subscriptionId =~ '3f577935-3138-4d07-86b3-75651b696483','Responsible & OpenAi Research',subscriptionId =~ '0f301386-8979-4981-acca-973d553078e7','Scope Team Test Subscription',subscriptionId =~ '1b0a5c20-7373-41a2-8fec-7364cceb7bbf','Services Hub Demo Open',subscriptionId =~ 'e72e5254-f265-4e95-9bd2-9ee8e7329051','Speech Services - DEV - SDK (carbon)',subscriptionId =~ 'a1c3dc6b-8630-4bb7-a29e-4ed4407c329b','Speech Services - EXP2',subscriptionId =~ '736af2bf-9fcb-4145-a19b-5b30b2b8949d','Trey International UK',subscriptionId =~ '51f73f67-1f29-4120-863e-dd315f743fc1','Trey Partner Lab 2',subscriptionId =~ '9ec51cfd-5ca7-4d76-8101-dd0a4abc5674','Trey Research Corporate',subscriptionId =~ '73c0021f-a37d-433f-8baa-7450cb54eea6','Trey Research Finance',subscriptionId =~ 'ed570627-0265-4620-bb42-bae06bcfa914','Trey Research IT',subscriptionId =~ '64e355d7-997c-491d-b0c1-8414dccfcf42','Trey Research R&D Playground',subscriptionId =~ '586f1d47-9dd9-43d5-b196-6e28f8405ff8','Trey Research R&D Production',subscriptionId =~ '9ec1d932-0f3f-486c-acc6-e7d78b358f9b','TScience',subscriptionId =~ '79f57c16-00fe-48da-87d4-5192e86cd047','TScienceGPU',subscriptionId =~ 'bac044cf-49e1-4843-8dda-1ce9662606c8','UI Fabric',subscriptionId =~ '6760347d-9ffe-41a9-ba11-c139dcea5ce6','xt-teams-migration-dev',subscriptionId =~ '45f9252d-e27e-4ed8-ab4e-dc5054de13fa','Contoso IT - Retail - Prod',subscriptionId)\r\n| where (type !~ ('dell.storage/filesystems'))\r\n| where (type !~ ('arizeai.observabilityeval/organizations'))\r\n| where (type !~ ('lambdatest.hyperexecute/organizations'))\r\n| where (type !~ ('pinecone.vectordb/organizations'))\r\n| where (type !~ ('microsoft.weightsandbiases/instances'))\r\n| where (type !~ ('purestorage.block/storagepools/avsstoragecontainers'))\r\n| where (type !~ ('purestorage.block/reservations'))\r\n| where (type !~ ('purestorage.block/storagepools'))\r\n| where (type !~ ('solarwinds.observability/organizations'))\r\n| where (type !~ ('splitio.experimentation/experimentationworkspaces'))\r\n| where (type !~ ('microsoft.agfoodplatform/farmbeats'))\r\n| where (type !~ ('microsoft.appsecurity/policies'))\r\n| where (type !~ ('microsoft.arc/all'))\r\n| where (type !~ ('microsoft.arc/allfairfax'))\r\n| where (type !~ ('microsoft.cdn/profiles/customdomains'))\r\n| where (type !~ ('microsoft.cdn/profiles/afdendpoints'))\r\n| where (type !~ ('microsoft.cdn/profiles/origingroups/origins'))\r\n| where (type !~ ('microsoft.cdn/profiles/origingroups'))\r\n| where (type !~ ('microsoft.cdn/profiles/afdendpoints/routes'))\r\n| where (type !~ ('microsoft.cdn/profiles/rulesets/rules'))\r\n| where (type !~ ('microsoft.cdn/profiles/rulesets'))\r\n| where (type !~ ('microsoft.cdn/profiles/secrets'))\r\n| where (type !~ ('microsoft.cdn/profiles/securitypolicies'))\r\n| where (type !~ ('microsoft.chaos/privateaccesses'))\r\n| where (type !~ ('microsoft.sovereign/transparencylogs'))\r\n| where (type !~ ('microsoft.sovereign/landingzoneconfigurations'))\r\n| where (type !~ ('microsoft.hardwaresecuritymodules/cloudhsmclusters'))\r\n| where (type !~ ('microsoft.compute/computefleetinstances'))\r\n| where (type !~ ('microsoft.compute/standbypoolinstance'))\r\n| where (type !~ ('microsoft.compute/virtualmachineflexinstances'))\r\n| where (type !~ ('microsoft.kubernetesconfiguration/extensions'))\r\n| where (type !~ ('microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/extensions'))\r\n| where (type !~ ('microsoft.kubernetes/connectedclusters/microsoft.kubernetesconfiguration/namespaces'))\r\n| where (type !~ ('microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/namespaces'))\r\n| where (type !~ ('microsoft.kubernetes/connectedclusters/microsoft.kubernetesconfiguration/fluxconfigurations'))\r\n| where (type !~ ('microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/fluxconfigurations'))\r\n| where (type !~ ('microsoft.portalservices/extensions/deployments'))\r\n| where (type !~ ('microsoft.portalservices/extensions'))\r\n| where (type !~ ('microsoft.portalservices/extensions/slots'))\r\n| where (type !~ ('microsoft.portalservices/extensions/versions'))\r\n| where (type !~ ('microsoft.datacollaboration/workspaces'))\r\n| where (type !~ ('microsoft.deviceregistry/devices'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/activedeployments'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/agents'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/deployments'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/deviceclasses'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/updates'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts'))\r\n| where (type !~ ('private.devtunnels/tunnelplans'))\r\n| where (type !~ ('private.easm/workspaces'))\r\n| where (type !~ ('microsoft.edgeorder/virtual_orderitems'))\r\n| where (type !~ ('microsoft.workloads/epicvirtualinstances'))\r\n| where (type !~ ('microsoft.fairfieldgardens/provisioningresources/provisioningpolicies'))\r\n| where (type !~ ('microsoft.fairfieldgardens/provisioningresources'))\r\n| where (type !~ ('microsoft.healthmodel/healthmodels'))\r\n| where (type !~ ('microsoft.hybridcompute/arcserverwithwac'))\r\n| where (type !~ ('microsoft.hybridcompute/machinessovereign'))\r\n| where (type !~ ('microsoft.hybridcompute/machinesesu'))\r\n| where (type !~ ('microsoft.hybridcompute/machinespaygo'))\r\n| where (type !~ ('microsoft.hybridcompute/machinessoftwareassurance'))\r\n| where (type !~ ('microsoft.network/virtualhubs')) or ((kind =~ ('routeserver')))\r\n| where (type !~ ('microsoft.network/networkvirtualappliances'))\r\n| where (type !~ ('microsoft.devhub/iacprofiles'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/files'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/filerequests'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/licenses'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/connectors'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/sharedstorages'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/storages'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/workloads'))\r\n| where (type !~ ('microsoft.insights/diagnosticsettings'))\r\n| where not((type =~ ('microsoft.network/serviceendpointpolicies')) and ((kind =~ ('internal'))))\r\n| where (type !~ ('microsoft.resources/resourcegraphvisualizer'))\r\n| where (type !~ ('microsoft.iotoperationsmq/mq'))\r\n| where (type !~ ('microsoft.orbital/cloudaccessrouters'))\r\n| where (type !~ ('microsoft.orbital/terminals'))\r\n| where (type !~ ('microsoft.orbital/sdwancontrollers'))\r\n| where (type !~ ('microsoft.orbital/geocatalogs'))\r\n| where (type !~ ('microsoft.recommendationsservice/accounts/modeling'))\r\n| where (type !~ ('microsoft.recommendationsservice/accounts/serviceendpoints'))\r\n| where (type !~ ('microsoft.recoveryservicesbvtd/vaults'))\r\n| where (type !~ ('microsoft.recoveryservicesbvtd2/vaults'))\r\n| where (type !~ ('microsoft.recoveryservicesintd/vaults'))\r\n| where (type !~ ('microsoft.recoveryservicesintd2/vaults'))\r\n| where (type !~ ('microsoft.resources/deletedresources'))\r\n| where (type !~ ('microsoft.deploymentmanager/rollouts'))\r\n| where (type !~ ('microsoft.features/featureprovidernamespaces/featureconfigurations'))\r\n| where (type !~ ('microsoft.saashub/cloudservices/hidden'))\r\n| where (type !~ ('microsoft.providerhub/providerregistrations'))\r\n| where (type !~ ('microsoft.providerhub/providerregistrations/customrollouts'))\r\n| where (type !~ ('microsoft.providerhub/providerregistrations/defaultrollouts'))\r\n| where (type !~ ('microsoft.edge/configurations'))\r\n| where not((type =~ ('microsoft.synapse/workspaces/sqlpools')) and ((kind =~ ('v3'))))\r\n| where (type !~ ('microsoft.mission/approvals'))\r\n| where (type !~ ('microsoft.mission/catalogs'))\r\n| where (type !~ ('microsoft.mission/communities'))\r\n| where (type !~ ('microsoft.mission/communities/communityendpoints'))\r\n| where (type !~ ('microsoft.mission/enclaveconnections'))\r\n| where (type !~ ('microsoft.mission/virtualenclaves/enclaveendpoints'))\r\n| where (type !~ ('microsoft.mission/communities/transithubs'))\r\n| where (type !~ ('microsoft.mission/virtualenclaves'))\r\n| where (type !~ ('microsoft.mission/virtualenclaves/workloads'))\r\n| where (type !~ ('microsoft.workloads/insights'))\r\n| where (type !~ ('microsoft.hanaonazure/sapmonitors'))\r\n| where (type !~ ('microsoft.cloudhealth/healthmodels'))\r\n| where (type !~ ('microsoft.connectedcache/enterprisemcccustomers/enterprisemcccachenodes'))\r\n| where not((type =~ ('microsoft.sql/servers/databases')) and ((kind in~ ('system','v2.0,system','v12.0,system','v12.0,system,serverless','v12.0,user,datawarehouse,gen2,analytics'))))\r\n| where not((type =~ ('microsoft.sql/servers')) and ((kind =~ ('v12.0,analytics'))))\r\n| project name,sku,totalCores,coreType,status,statusIcon,resources,id,resourceGroup,subscriptionDisplayName,type,kind,location,subscriptionId,tags\r\n| sort by (tolower(tostring(name))) asc", + "size": 0, + "title": "Eligible licenses", + "noDataMessage": "There are no eligible licenses.", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ] + }, + "conditionalVisibility": { + "parameterName": "eligibleLicenses", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "arclicenses" + } + ] + }, + "conditionalVisibility": { + "parameterName": "eligibleLicenses", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "group-eligibleLicenses" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "windowsEsu" + }, + "name": "group-Esu" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "title": "Windows Server Management enabled by Azure Arc", + "items": [ + { + "type": 1, + "content": { + "json": "## Benefits of Windows Server Management with Azure Arc\r\n\r\nWindows Server Management enabled by Azure Arc offers customers with Windows Server licenses that have active Software Assurances or Windows Server licenses that are active subscription licenses a few benefits, including access to Azure Update Management, Azure Change Tracking and Inventory and Windwos best practices assessment. FOr the full list of benefits, visit [Windows Server Management enabled by Azure Arc.](https://learn.microsoft.com/azure/azure-arc/servers/windows-server-management-overview?tabs=portal)\r\n\r\n", + "style": "info" + }, + "name": "text - 5" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "// Run query to see results.\r\nresources\r\n| where type =~ \"microsoft.hybridcompute/machines\" and isempty(kind)\r\n| extend status = properties.status\r\n| extend operatingSystem = properties.osSku\r\n| where properties.osType =~ 'windows'\r\n| extend licenseProfile = properties.licenseProfile\r\n| extend licenseStatus = tostring(licenseProfile.licenseStatus)\r\n| extend licenseChannel = tostring(licenseProfile.licenseChannel)\r\n| extend productSubscriptionStatus = tostring(licenseProfile.productProfile.subscriptionStatus)\r\n| extend softwareAssurance = licenseProfile.softwareAssurance\r\n| extend softwareAssuranceCustomer = licenseProfile.softwareAssurance.softwareAssuranceCustomer\r\n| extend benefitsStatus = case(\r\n softwareAssuranceCustomer == true, \"Activated\",\r\n (licenseStatus =~ \"Licensed\" and licenseChannel =~ \"PGS:TB\") or productSubscriptionStatus =~ \"Enabled\", \"Activated via Pay-as-you-go\",\r\n isnull(softwareAssurance) or isnull(softwareAssuranceCustomer) or softwareAssuranceCustomer == false, \"Not activated\",\r\n \"Not activated\")\r\n| extend benefitsStatusIcon = case(\r\n softwareAssuranceCustomer == true, \"8\",\r\n softwareAssuranceCustomer == true, \"8\",\r\n (licenseStatus =~ \"Licensed\" and licenseChannel =~ \"PGS:TB\") or productSubscriptionStatus =~ \"Enabled\", \"8\",\r\n isnull(softwareAssurance) or isnull(softwareAssuranceCustomer) or softwareAssuranceCustomer == false, \"7\",\r\n \"7\")\r\n| project name, status, benefitsStatus, benefitsStatusIcon, resourceGroup, subscriptionId, operatingSystem, id, type, location, kind, tags\r\n| where (type !~ ('dell.storage/filesystems'))\r\n| where (type !~ ('arizeai.observabilityeval/organizations'))\r\n| where (type !~ ('lambdatest.hyperexecute/organizations'))\r\n| where (type !~ ('pinecone.vectordb/organizations'))\r\n| where (type !~ ('microsoft.weightsandbiases/instances'))\r\n| where (type !~ ('purestorage.block/storagepools/avsstoragecontainers'))\r\n| where (type !~ ('purestorage.block/reservations'))\r\n| where (type !~ ('purestorage.block/storagepools'))\r\n| where (type !~ ('solarwinds.observability/organizations'))\r\n| where (type !~ ('splitio.experimentation/experimentationworkspaces'))\r\n| where (type !~ ('microsoft.agfoodplatform/farmbeats'))\r\n| where (type !~ ('microsoft.appsecurity/policies'))\r\n| where (type !~ ('microsoft.arc/all'))\r\n| where (type !~ ('microsoft.arc/allfairfax'))\r\n| where (type !~ ('microsoft.cdn/profiles/customdomains'))\r\n| where (type !~ ('microsoft.cdn/profiles/afdendpoints'))\r\n| where (type !~ ('microsoft.cdn/profiles/origingroups/origins'))\r\n| where (type !~ ('microsoft.cdn/profiles/origingroups'))\r\n| where (type !~ ('microsoft.cdn/profiles/afdendpoints/routes'))\r\n| where (type !~ ('microsoft.cdn/profiles/rulesets/rules'))\r\n| where (type !~ ('microsoft.cdn/profiles/rulesets'))\r\n| where (type !~ ('microsoft.cdn/profiles/secrets'))\r\n| where (type !~ ('microsoft.cdn/profiles/securitypolicies'))\r\n| where (type !~ ('microsoft.chaos/privateaccesses'))\r\n| where (type !~ ('microsoft.sovereign/transparencylogs'))\r\n| where (type !~ ('microsoft.sovereign/landingzoneconfigurations'))\r\n| where (type !~ ('microsoft.hardwaresecuritymodules/cloudhsmclusters'))\r\n| where (type !~ ('microsoft.compute/computefleetinstances'))\r\n| where (type !~ ('microsoft.compute/standbypoolinstance'))\r\n| where (type !~ ('microsoft.compute/virtualmachineflexinstances'))\r\n| where (type !~ ('microsoft.kubernetesconfiguration/extensions'))\r\n| where (type !~ ('microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/extensions'))\r\n| where (type !~ ('microsoft.kubernetes/connectedclusters/microsoft.kubernetesconfiguration/namespaces'))\r\n| where (type !~ ('microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/namespaces'))\r\n| where (type !~ ('microsoft.kubernetes/connectedclusters/microsoft.kubernetesconfiguration/fluxconfigurations'))\r\n| where (type !~ ('microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/fluxconfigurations'))\r\n| where (type !~ ('microsoft.portalservices/extensions/deployments'))\r\n| where (type !~ ('microsoft.portalservices/extensions'))\r\n| where (type !~ ('microsoft.portalservices/extensions/slots'))\r\n| where (type !~ ('microsoft.portalservices/extensions/versions'))\r\n| where (type !~ ('microsoft.datacollaboration/workspaces'))\r\n| where (type !~ ('microsoft.deviceregistry/devices'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/activedeployments'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/agents'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/deployments'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/deviceclasses'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/updates'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts'))\r\n| where (type !~ ('private.devtunnels/tunnelplans'))\r\n| where (type !~ ('private.easm/workspaces'))\r\n| where (type !~ ('microsoft.edgeorder/virtual_orderitems'))\r\n| where (type !~ ('microsoft.workloads/epicvirtualinstances'))\r\n| where (type !~ ('microsoft.fairfieldgardens/provisioningresources/provisioningpolicies'))\r\n| where (type !~ ('microsoft.fairfieldgardens/provisioningresources'))\r\n| where (type !~ ('microsoft.healthmodel/healthmodels'))\r\n| where (type !~ ('microsoft.hybridcompute/arcserverwithwac'))\r\n| where (type !~ ('microsoft.hybridcompute/machinessovereign'))\r\n| where (type !~ ('microsoft.hybridcompute/machinesesu'))\r\n| where (type !~ ('microsoft.hybridcompute/machinespaygo'))\r\n| where (type !~ ('microsoft.network/virtualhubs')) or ((kind =~ ('routeserver')))\r\n| where (type !~ ('microsoft.network/networkvirtualappliances'))\r\n| where (type !~ ('microsoft.devhub/iacprofiles'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/files'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/filerequests'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/licenses'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/connectors'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/sharedstorages'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/storages'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/workloads'))\r\n| where (type !~ ('microsoft.insights/diagnosticsettings'))\r\n| where not((type =~ ('microsoft.network/serviceendpointpolicies')) and ((kind =~ ('internal'))))\r\n| where (type !~ ('microsoft.resources/resourcegraphvisualizer'))\r\n| where (type !~ ('microsoft.iotoperationsmq/mq'))\r\n| where (type !~ ('microsoft.orbital/cloudaccessrouters'))\r\n| where (type !~ ('microsoft.orbital/terminals'))\r\n| where (type !~ ('microsoft.orbital/sdwancontrollers'))\r\n| where (type !~ ('microsoft.orbital/geocatalogs'))\r\n| where (type !~ ('microsoft.recommendationsservice/accounts/modeling'))\r\n| where (type !~ ('microsoft.recommendationsservice/accounts/serviceendpoints'))\r\n| where (type !~ ('microsoft.recoveryservicesbvtd/vaults'))\r\n| where (type !~ ('microsoft.recoveryservicesbvtd2/vaults'))\r\n| where (type !~ ('microsoft.recoveryservicesintd/vaults'))\r\n| where (type !~ ('microsoft.recoveryservicesintd2/vaults'))\r\n| where (type !~ ('microsoft.resources/deletedresources'))\r\n| where (type !~ ('microsoft.deploymentmanager/rollouts'))\r\n| where (type !~ ('microsoft.features/featureprovidernamespaces/featureconfigurations'))\r\n| where (type !~ ('microsoft.saashub/cloudservices/hidden'))\r\n| where (type !~ ('microsoft.providerhub/providerregistrations'))\r\n| where (type !~ ('microsoft.providerhub/providerregistrations/customrollouts'))\r\n| where (type !~ ('microsoft.providerhub/providerregistrations/defaultrollouts'))\r\n| where (type !~ ('microsoft.edge/configurations'))\r\n| where not((type =~ ('microsoft.synapse/workspaces/sqlpools')) and ((kind =~ ('v3'))))\r\n| where (type !~ ('microsoft.mission/approvals'))\r\n| where (type !~ ('microsoft.mission/catalogs'))\r\n| where (type !~ ('microsoft.mission/communities'))\r\n| where (type !~ ('microsoft.mission/communities/communityendpoints'))\r\n| where (type !~ ('microsoft.mission/enclaveconnections'))\r\n| where (type !~ ('microsoft.mission/virtualenclaves/enclaveendpoints'))\r\n| where (type !~ ('microsoft.mission/communities/transithubs'))\r\n| where (type !~ ('microsoft.mission/virtualenclaves'))\r\n| where (type !~ ('microsoft.mission/virtualenclaves/workloads'))\r\n| where (type !~ ('microsoft.workloads/insights'))\r\n| where (type !~ ('microsoft.hanaonazure/sapmonitors'))\r\n| where (type !~ ('microsoft.cloudhealth/healthmodels'))\r\n| where (type !~ ('microsoft.connectedcache/enterprisemcccustomers/enterprisemcccachenodes'))\r\n| where not((type =~ ('microsoft.sql/servers/databases')) and ((kind in~ ('system','v2.0,system','v12.0,system','v12.0,system,serverless','v12.0,user,datawarehouse,gen2,analytics'))))\r\n| where not((type =~ ('microsoft.sql/servers')) and ((kind =~ ('v12.0,analytics'))))\r\n| where (type in~ ('Microsoft.HybridCompute/machinesSoftwareAssurance','Microsoft.HybridCompute/machines'))\r\n| project name,benefitsStatus,benefitsStatusIcon,status,resourceGroup,operatingSystem,id,type,kind,location,subscriptionId\r\n| summarize count() by benefitsStatus", + "size": 0, + "title": "Coverage Summary", + "showRefreshButton": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "piechart", + "chartSettings": { + "yAxis": [ + "count_" + ], + "showLegend": true, + "seriesLabelSettings": [ + { + "seriesName": "Not activated", + "color": "red" + }, + { + "seriesName": "Activated", + "color": "green" + }, + { + "seriesName": "Activated via Pay-as-you-go", + "color": "greenDarkDark" + } + ] + } + }, + "name": "coverageSummary" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "parameters": [ + { + "id": "16791a28-f78e-4b26-a2e9-a9fbbda915df", + "version": "KqlParameterItem/1.0", + "name": "eligibleResources", + "label": "View eligible resources?", + "type": 2, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "jsonData": "[\r\n {\"value\":\"Yes\"},\r\n {\"value\":\"No\", \"selected\":true}\r\n]\r\n\r\n", + "timeContext": { + "durationMs": 86400000 + }, + "value": "Yes" + } + ], + "style": "pills", + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces" + }, + "name": "parameters - 5" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "title": "Eligible Resources", + "items": [ + { + "type": 1, + "content": { + "json": "To enable Windows Server Management with Azure Arc, visit the [Arc service blade.](https://ms.portal.azure.com/#view/Microsoft_Azure_ArcCenterUX/ArcCenterMenuBlade/~/softwareAssurance)\r\n\r\n", + "style": "info" + }, + "name": "txtEligibleAHBResources" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "// Run query to see results.\r\nresources\r\n| where type =~ \"microsoft.hybridcompute/machines\" and isempty(kind)\r\n| extend status = properties.status\r\n| extend operatingSystem = properties.osSku\r\n| where properties.osType =~ 'windows'\r\n| extend licenseProfile = properties.licenseProfile\r\n| extend licenseStatus = tostring(licenseProfile.licenseStatus)\r\n| extend licenseChannel = tostring(licenseProfile.licenseChannel)\r\n| extend productSubscriptionStatus = tostring(licenseProfile.productProfile.subscriptionStatus)\r\n| extend softwareAssurance = licenseProfile.softwareAssurance\r\n| extend softwareAssuranceCustomer = licenseProfile.softwareAssurance.softwareAssuranceCustomer\r\n| extend benefitsStatus = case(\r\n softwareAssuranceCustomer == true, \"Activated\",\r\n (licenseStatus =~ \"Licensed\" and licenseChannel =~ \"PGS:TB\") or productSubscriptionStatus =~ \"Enabled\", \"Activated via Pay-as-you-go\",\r\n isnull(softwareAssurance) or isnull(softwareAssuranceCustomer) or softwareAssuranceCustomer == false, \"Not activated\",\r\n \"Not activated\")\r\n| extend benefitsStatusIcon = case(\r\n softwareAssuranceCustomer == true, \"8\",\r\n softwareAssuranceCustomer == true, \"8\",\r\n (licenseStatus =~ \"Licensed\" and licenseChannel =~ \"PGS:TB\") or productSubscriptionStatus =~ \"Enabled\", \"8\",\r\n isnull(softwareAssurance) or isnull(softwareAssuranceCustomer) or softwareAssuranceCustomer == false, \"7\",\r\n \"7\")\r\n| project name, status, benefitsStatus, benefitsStatusIcon, resourceGroup, subscriptionId, operatingSystem, id, type, location, kind, tags\r\n| where (type !~ ('dell.storage/filesystems'))\r\n| where (type !~ ('arizeai.observabilityeval/organizations'))\r\n| where (type !~ ('lambdatest.hyperexecute/organizations'))\r\n| where (type !~ ('pinecone.vectordb/organizations'))\r\n| where (type !~ ('microsoft.weightsandbiases/instances'))\r\n| where (type !~ ('purestorage.block/storagepools/avsstoragecontainers'))\r\n| where (type !~ ('purestorage.block/reservations'))\r\n| where (type !~ ('purestorage.block/storagepools'))\r\n| where (type !~ ('solarwinds.observability/organizations'))\r\n| where (type !~ ('splitio.experimentation/experimentationworkspaces'))\r\n| where (type !~ ('microsoft.agfoodplatform/farmbeats'))\r\n| where (type !~ ('microsoft.appsecurity/policies'))\r\n| where (type !~ ('microsoft.arc/all'))\r\n| where (type !~ ('microsoft.arc/allfairfax'))\r\n| where (type !~ ('microsoft.cdn/profiles/customdomains'))\r\n| where (type !~ ('microsoft.cdn/profiles/afdendpoints'))\r\n| where (type !~ ('microsoft.cdn/profiles/origingroups/origins'))\r\n| where (type !~ ('microsoft.cdn/profiles/origingroups'))\r\n| where (type !~ ('microsoft.cdn/profiles/afdendpoints/routes'))\r\n| where (type !~ ('microsoft.cdn/profiles/rulesets/rules'))\r\n| where (type !~ ('microsoft.cdn/profiles/rulesets'))\r\n| where (type !~ ('microsoft.cdn/profiles/secrets'))\r\n| where (type !~ ('microsoft.cdn/profiles/securitypolicies'))\r\n| where (type !~ ('microsoft.chaos/privateaccesses'))\r\n| where (type !~ ('microsoft.sovereign/transparencylogs'))\r\n| where (type !~ ('microsoft.sovereign/landingzoneconfigurations'))\r\n| where (type !~ ('microsoft.hardwaresecuritymodules/cloudhsmclusters'))\r\n| where (type !~ ('microsoft.compute/computefleetinstances'))\r\n| where (type !~ ('microsoft.compute/standbypoolinstance'))\r\n| where (type !~ ('microsoft.compute/virtualmachineflexinstances'))\r\n| where (type !~ ('microsoft.kubernetesconfiguration/extensions'))\r\n| where (type !~ ('microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/extensions'))\r\n| where (type !~ ('microsoft.kubernetes/connectedclusters/microsoft.kubernetesconfiguration/namespaces'))\r\n| where (type !~ ('microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/namespaces'))\r\n| where (type !~ ('microsoft.kubernetes/connectedclusters/microsoft.kubernetesconfiguration/fluxconfigurations'))\r\n| where (type !~ ('microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/fluxconfigurations'))\r\n| where (type !~ ('microsoft.portalservices/extensions/deployments'))\r\n| where (type !~ ('microsoft.portalservices/extensions'))\r\n| where (type !~ ('microsoft.portalservices/extensions/slots'))\r\n| where (type !~ ('microsoft.portalservices/extensions/versions'))\r\n| where (type !~ ('microsoft.datacollaboration/workspaces'))\r\n| where (type !~ ('microsoft.deviceregistry/devices'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/activedeployments'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/agents'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/deployments'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/deviceclasses'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/updates'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts'))\r\n| where (type !~ ('private.devtunnels/tunnelplans'))\r\n| where (type !~ ('private.easm/workspaces'))\r\n| where (type !~ ('microsoft.edgeorder/virtual_orderitems'))\r\n| where (type !~ ('microsoft.workloads/epicvirtualinstances'))\r\n| where (type !~ ('microsoft.fairfieldgardens/provisioningresources/provisioningpolicies'))\r\n| where (type !~ ('microsoft.fairfieldgardens/provisioningresources'))\r\n| where (type !~ ('microsoft.healthmodel/healthmodels'))\r\n| where (type !~ ('microsoft.hybridcompute/arcserverwithwac'))\r\n| where (type !~ ('microsoft.hybridcompute/machinessovereign'))\r\n| where (type !~ ('microsoft.hybridcompute/machinesesu'))\r\n| where (type !~ ('microsoft.hybridcompute/machinespaygo'))\r\n| where (type !~ ('microsoft.network/virtualhubs')) or ((kind =~ ('routeserver')))\r\n| where (type !~ ('microsoft.network/networkvirtualappliances'))\r\n| where (type !~ ('microsoft.devhub/iacprofiles'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/files'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/filerequests'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/licenses'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/connectors'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/sharedstorages'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/storages'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/workloads'))\r\n| where (type !~ ('microsoft.insights/diagnosticsettings'))\r\n| where not((type =~ ('microsoft.network/serviceendpointpolicies')) and ((kind =~ ('internal'))))\r\n| where (type !~ ('microsoft.resources/resourcegraphvisualizer'))\r\n| where (type !~ ('microsoft.iotoperationsmq/mq'))\r\n| where (type !~ ('microsoft.orbital/cloudaccessrouters'))\r\n| where (type !~ ('microsoft.orbital/terminals'))\r\n| where (type !~ ('microsoft.orbital/sdwancontrollers'))\r\n| where (type !~ ('microsoft.orbital/geocatalogs'))\r\n| where (type !~ ('microsoft.recommendationsservice/accounts/modeling'))\r\n| where (type !~ ('microsoft.recommendationsservice/accounts/serviceendpoints'))\r\n| where (type !~ ('microsoft.recoveryservicesbvtd/vaults'))\r\n| where (type !~ ('microsoft.recoveryservicesbvtd2/vaults'))\r\n| where (type !~ ('microsoft.recoveryservicesintd/vaults'))\r\n| where (type !~ ('microsoft.recoveryservicesintd2/vaults'))\r\n| where (type !~ ('microsoft.resources/deletedresources'))\r\n| where (type !~ ('microsoft.deploymentmanager/rollouts'))\r\n| where (type !~ ('microsoft.features/featureprovidernamespaces/featureconfigurations'))\r\n| where (type !~ ('microsoft.saashub/cloudservices/hidden'))\r\n| where (type !~ ('microsoft.providerhub/providerregistrations'))\r\n| where (type !~ ('microsoft.providerhub/providerregistrations/customrollouts'))\r\n| where (type !~ ('microsoft.providerhub/providerregistrations/defaultrollouts'))\r\n| where (type !~ ('microsoft.edge/configurations'))\r\n| where not((type =~ ('microsoft.synapse/workspaces/sqlpools')) and ((kind =~ ('v3'))))\r\n| where (type !~ ('microsoft.mission/approvals'))\r\n| where (type !~ ('microsoft.mission/catalogs'))\r\n| where (type !~ ('microsoft.mission/communities'))\r\n| where (type !~ ('microsoft.mission/communities/communityendpoints'))\r\n| where (type !~ ('microsoft.mission/enclaveconnections'))\r\n| where (type !~ ('microsoft.mission/virtualenclaves/enclaveendpoints'))\r\n| where (type !~ ('microsoft.mission/communities/transithubs'))\r\n| where (type !~ ('microsoft.mission/virtualenclaves'))\r\n| where (type !~ ('microsoft.mission/virtualenclaves/workloads'))\r\n| where (type !~ ('microsoft.workloads/insights'))\r\n| where (type !~ ('microsoft.hanaonazure/sapmonitors'))\r\n| where (type !~ ('microsoft.cloudhealth/healthmodels'))\r\n| where (type !~ ('microsoft.connectedcache/enterprisemcccustomers/enterprisemcccachenodes'))\r\n| where not((type =~ ('microsoft.sql/servers/databases')) and ((kind in~ ('system','v2.0,system','v12.0,system','v12.0,system,serverless','v12.0,user,datawarehouse,gen2,analytics'))))\r\n| where not((type =~ ('microsoft.sql/servers')) and ((kind =~ ('v12.0,analytics'))))\r\n| where (type in~ ('Microsoft.HybridCompute/machinesSoftwareAssurance','Microsoft.HybridCompute/machines'))\r\n| project name,benefitsStatus,benefitsStatusIcon,status,resourceGroup,operatingSystem,id,type,kind,location,subscriptionId\r\n| sort by (tolower(tostring(name))) asc", + "size": 0, + "title": "Eligible resources", + "noDataMessage": "There are no eligible resources.", + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "benefitsStatusIcon", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "7", + "representation": "3", + "text": "" + }, + { + "operator": "==", + "thresholdValue": "8", + "representation": "success", + "text": "" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "unknown", + "text": "" + } + ] + } + }, + { + "columnMatch": "esuStatusIcon", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "7", + "representation": "4", + "text": "" + }, + { + "operator": "==", + "thresholdValue": "9", + "representation": "warning", + "text": "" + }, + { + "operator": "==", + "thresholdValue": "8", + "representation": "success", + "text": "" + }, + { + "operator": "==", + "thresholdValue": "91", + "representation": "unknown", + "text": "{0}{1}" + }, + { + "sourceColumn": "esuStatus", + "operator": "Default", + "thresholdValue": null, + "representation": "unknown", + "text": "" + } + ] + } + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "eligibleResources", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "arcAHBResources" + } + ] + }, + "conditionalVisibility": { + "parameterName": "eligibleResources", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "group-eligibleResources" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "title": "Eligible licenses", + "items": [ + { + "type": 1, + "content": { + "json": "Keep in mind, subscription read permissions are required to give accurate core count and usage information for your ESU licenses. Physical core based licenses are subject to different licensing guidelines and are excluded from this view.[Learn more.](https://learn.microsoft.com/azure/azure-arc/servers/license-extended-security-updates)", + "style": "info" + }, + "name": "txtLearnMoreLicense" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "// Run query to see results.\r\nresources\r\n| where type =~ \"microsoft.hybridcompute/licenses\"\r\n| extend sku = properties.licenseDetails.edition\r\n| extend totalCores = properties.licenseDetails.processors\r\n| extend coreType = case(\r\n properties.licenseDetails.type =~ 'vCore','Virtual core',\r\n properties.licenseDetails.type =~ 'pCore','Physical core',\r\n 'Unknown'\r\n)\r\n| extend statusIcon = case(\r\n properties.licenseDetails.state =~ 'Activated', '8',\r\n properties.licenseDetails.state =~ 'Deactivated', '7',\r\n '91'\r\n)\r\n| extend status = case(\r\n properties.licenseDetails.state =~ 'Activated', 'Activated',\r\n properties.licenseDetails.state =~ 'Deactivated','Deactivated',\r\n 'Unknown'\r\n)\r\n| extend licenseId = tolower(tostring(id)) // Depending on what is stored in license profile, might have to get the immutableId instead\r\n| join kind=leftouter(\r\n resources\r\n | where type =~ \"microsoft.hybridcompute/machines/licenseProfiles\"\r\n | extend machineId = tolower(tostring(trim_end(@\"\\/\\w+\\/(\\w|\\.)+\", id)))\r\n | extend licenseId = tolower(tostring(properties.esuProfile.assignedLicense))\r\n | summarize resources = count() by licenseId\r\n) on licenseId // Get count of license profile per license, a license profile is created for each machine that is assigned a license\r\n| extend resources = iff(isnull(resources), 0, resources)\r\n| project id, name, type, location, subscriptionId, resourceGroup, kind, tags, extendedLocation, sku, totalCores, coreType, status, statusIcon, resources\r\n| extend subscriptionDisplayName=case(subscriptionId =~ 'e75c95f3-27b4-410f-a40e-2b9153a807dd','AEther Dev',subscriptionId =~ '823ca539-d44d-43ee-8dc8-023fd4f27396','AIOps_FailureSimulation_DevTest',subscriptionId =~ 'b2a328a7-ffff-4c09-b643-a4758cf170bc','AISC-DEV-02',subscriptionId =~ 'eef8b6d5-94da-4b36-9327-a662f2674efb','AISC-EngSys-01',subscriptionId =~ 'e0fd569c-e34a-4249-8c24-e8d723c7f054','AML - Responsible AI R&D',subscriptionId =~ 'f1d79e73-f8e3-4b10-bfdb-4207ca0723ed','AML Infra - Engineering System',subscriptionId =~ 'dad45786-32e5-4ef3-b90e-8e0838fbadb6','AnE.ExP.NonProduction',subscriptionId =~ '017ad81c-b730-4564-9109-9b763243a9a6','Anomaly Real Time-DevTest',subscriptionId =~ 'e686ef8c-d35d-4e9b-92f8-caaaa7948c0a','Applied Sciences Group Dev',subscriptionId =~ '6e967edb-425b-4a33-ae98-f1d2c509dda3','Arc enabled Infrastructure - Demo',subscriptionId =~ '710c6ed8-d8d9-4c51-b100-dc4d9e10dd18','ARC-ESU-TESTING-03',subscriptionId =~ '2145a411-d149-4010-84d4-40fe8a55db44','ARM Test Environment',subscriptionId =~ 'e2a8a7b3-cb7a-4930-9c79-2b0eb7bf843c','ASZ_Lab_Hardware_Dev_1',subscriptionId =~ '4c33a6bb-d566-4d0b-8951-00b55a91fba8','AzPIESecurity-DEV-Apple',subscriptionId =~ 'b65b516b-415b-4c68-a254-bfa7411275f8','Azure CloudES CDP ER - Test',subscriptionId =~ '6785ea1f-ac40-4244-a9ce-94b12fd832ca','Azure Migrate Demo Subscription',subscriptionId =~ '8c3c936a-c09b-4de3-830b-3f5f244d72e9','Azure Migrate Program Management Team',subscriptionId =~ '432a7068-99ae-4975-ad38-d96b71172cdf','Azure Profiler - Testing',subscriptionId =~ 'caffe3c0-acbd-4d01-af76-a45f421bfb64','Azure_Base_LivesiteArmory_test',subscriptionId =~ 'a1920ebd-59b7-4f19-af9f-5e80599e88e4','Babel',subscriptionId =~ 'b43a6159-1bea-4fa2-9407-e875fdc0ff55','BAP IA EU Schrems (P)',subscriptionId =~ 'ae71ef11-a03f-4b4f-a0e6-ef144727c711','Bing MM Measurement',subscriptionId =~ '8ef80208-601f-4c83-802e-751d211745f9','CloudAnalytics_Prod1',subscriptionId =~ 'f7b4a5ce-d3bd-4a03-84fe-8bcad772c8c1','Cog Services Computer Vision',subscriptionId =~ '38dbd059-bd26-4172-af17-bcc5a00744de','Core-ES-STREAM-DeXDI',subscriptionId =~ '87e8a61c-4832-4cfe-8b72-c12554f2309a','Cosmos_C&E_Azure_Azure Resource Manager_100424',subscriptionId =~ '8c4b5b03-3b24-4ed0-91f5-a703cd91b412','Cosmos_C&E_Azure_AzureEngineeringSystems_100200',subscriptionId =~ 'b988efc7-1bc8-4a73-b4a2-5ad864580250','Cosmos_C&E_DPG_Big Data_100036',subscriptionId =~ '6121bf73-2dc9-47ac-8b6a-c6ae4b88ef39','Cost Management PM',subscriptionId =~ '44074499-ad9f-45b9-9b0b-f594f8736a45','CSX-WSD-CFE-TNT-QPP',subscriptionId =~ '3cd01953-be46-4f9b-a4e0-26f19f428765','CSX-WSD-CFE-TNT-TOOLKITHUB',subscriptionId =~ '60214a3c-65a2-46f8-8b32-f959f2454106','Data Pillar Security Tooling',subscriptionId =~ 'f7c445af-a4de-4264-9e87-3196d6bc384d','Efficiency Pack Services (MSIT)',subscriptionId =~ '86f010b8-6473-4cb9-90c1-671c74faa4ee','emilyzhu dev subscription',subscriptionId =~ 'f3326bfd-5406-4136-a835-f64ccbfd9050','FTK @ MS',subscriptionId =~ 'd2c9544f-4329-4642-b73d-020e7fef844f','HPCScrub1',subscriptionId =~ 'bac420ed-c6fc-4a05-8ac1-8c0c52da1d6e','IDEAs MS Reporting',subscriptionId =~ '3cd95ff9-ac62-4b5c-8240-0cd046687ea0','Internal App Insights Resources for Perflens',subscriptionId =~ 'a386d5ea-ea90-441a-8263-d816368c84a1','IOT_PLATFORM_UPX_TEST',subscriptionId =~ '6a0ab98c-24d4-4131-8cd7-0a78bfce58f5','ITSM Integration - Production - New',subscriptionId =~ '13723929-6644-4060-a50a-cc38ebc5e8b1','LinuxMdsd Test',subscriptionId =~ '98b02a69-28a5-4ee7-a622-cd69c7a59c4e','Marvel Intelligence Model Training Subscription',subscriptionId =~ '1278a874-89fc-418c-b6b9-ac763b000415','Microsoft Azure Internal Consumption (nbrady)',subscriptionId =~ '29de2cfc-f00a-43bb-bdc8-3108795bd282','MSFT-Modern Device-Modern Mgmt-Imaging00',subscriptionId =~ '54b875cc-a81a-4914-8bfd-1a36bc7ddf4d','MSFT-WindowsVirtualDesktop-01',subscriptionId =~ '4dc2cd39-7a89-43d8-bebe-8bb501359891','Observability_AzMon_Grafana_Dev',subscriptionId =~ 'a471d615-ff98-4e80-b375-a19543d4691e','ODC-OneBox-Resources',subscriptionId =~ '1163fbbe-27e7-4b0f-8466-195fe5417043','Python_AI_Tools_PM_Team_Sub (jbinder)',subscriptionId =~ '3905431d-c062-4c17-8fd9-c51f89f334c4','Pytorch Build',subscriptionId =~ '3f577935-3138-4d07-86b3-75651b696483','Responsible & OpenAi Research',subscriptionId =~ '0f301386-8979-4981-acca-973d553078e7','Scope Team Test Subscription',subscriptionId =~ '1b0a5c20-7373-41a2-8fec-7364cceb7bbf','Services Hub Demo Open',subscriptionId =~ 'e72e5254-f265-4e95-9bd2-9ee8e7329051','Speech Services - DEV - SDK (carbon)',subscriptionId =~ 'a1c3dc6b-8630-4bb7-a29e-4ed4407c329b','Speech Services - EXP2',subscriptionId =~ '736af2bf-9fcb-4145-a19b-5b30b2b8949d','Trey International UK',subscriptionId =~ '51f73f67-1f29-4120-863e-dd315f743fc1','Trey Partner Lab 2',subscriptionId =~ '9ec51cfd-5ca7-4d76-8101-dd0a4abc5674','Trey Research Corporate',subscriptionId =~ '73c0021f-a37d-433f-8baa-7450cb54eea6','Trey Research Finance',subscriptionId =~ 'ed570627-0265-4620-bb42-bae06bcfa914','Trey Research IT',subscriptionId =~ '64e355d7-997c-491d-b0c1-8414dccfcf42','Trey Research R&D Playground',subscriptionId =~ '586f1d47-9dd9-43d5-b196-6e28f8405ff8','Trey Research R&D Production',subscriptionId =~ '9ec1d932-0f3f-486c-acc6-e7d78b358f9b','TScience',subscriptionId =~ '79f57c16-00fe-48da-87d4-5192e86cd047','TScienceGPU',subscriptionId =~ 'bac044cf-49e1-4843-8dda-1ce9662606c8','UI Fabric',subscriptionId =~ '6760347d-9ffe-41a9-ba11-c139dcea5ce6','xt-teams-migration-dev',subscriptionId =~ '45f9252d-e27e-4ed8-ab4e-dc5054de13fa','Contoso IT - Retail - Prod',subscriptionId)\r\n| where (type !~ ('dell.storage/filesystems'))\r\n| where (type !~ ('arizeai.observabilityeval/organizations'))\r\n| where (type !~ ('lambdatest.hyperexecute/organizations'))\r\n| where (type !~ ('pinecone.vectordb/organizations'))\r\n| where (type !~ ('microsoft.weightsandbiases/instances'))\r\n| where (type !~ ('purestorage.block/storagepools/avsstoragecontainers'))\r\n| where (type !~ ('purestorage.block/reservations'))\r\n| where (type !~ ('purestorage.block/storagepools'))\r\n| where (type !~ ('solarwinds.observability/organizations'))\r\n| where (type !~ ('splitio.experimentation/experimentationworkspaces'))\r\n| where (type !~ ('microsoft.agfoodplatform/farmbeats'))\r\n| where (type !~ ('microsoft.appsecurity/policies'))\r\n| where (type !~ ('microsoft.arc/all'))\r\n| where (type !~ ('microsoft.arc/allfairfax'))\r\n| where (type !~ ('microsoft.cdn/profiles/customdomains'))\r\n| where (type !~ ('microsoft.cdn/profiles/afdendpoints'))\r\n| where (type !~ ('microsoft.cdn/profiles/origingroups/origins'))\r\n| where (type !~ ('microsoft.cdn/profiles/origingroups'))\r\n| where (type !~ ('microsoft.cdn/profiles/afdendpoints/routes'))\r\n| where (type !~ ('microsoft.cdn/profiles/rulesets/rules'))\r\n| where (type !~ ('microsoft.cdn/profiles/rulesets'))\r\n| where (type !~ ('microsoft.cdn/profiles/secrets'))\r\n| where (type !~ ('microsoft.cdn/profiles/securitypolicies'))\r\n| where (type !~ ('microsoft.chaos/privateaccesses'))\r\n| where (type !~ ('microsoft.sovereign/transparencylogs'))\r\n| where (type !~ ('microsoft.sovereign/landingzoneconfigurations'))\r\n| where (type !~ ('microsoft.hardwaresecuritymodules/cloudhsmclusters'))\r\n| where (type !~ ('microsoft.compute/computefleetinstances'))\r\n| where (type !~ ('microsoft.compute/standbypoolinstance'))\r\n| where (type !~ ('microsoft.compute/virtualmachineflexinstances'))\r\n| where (type !~ ('microsoft.kubernetesconfiguration/extensions'))\r\n| where (type !~ ('microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/extensions'))\r\n| where (type !~ ('microsoft.kubernetes/connectedclusters/microsoft.kubernetesconfiguration/namespaces'))\r\n| where (type !~ ('microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/namespaces'))\r\n| where (type !~ ('microsoft.kubernetes/connectedclusters/microsoft.kubernetesconfiguration/fluxconfigurations'))\r\n| where (type !~ ('microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/fluxconfigurations'))\r\n| where (type !~ ('microsoft.portalservices/extensions/deployments'))\r\n| where (type !~ ('microsoft.portalservices/extensions'))\r\n| where (type !~ ('microsoft.portalservices/extensions/slots'))\r\n| where (type !~ ('microsoft.portalservices/extensions/versions'))\r\n| where (type !~ ('microsoft.datacollaboration/workspaces'))\r\n| where (type !~ ('microsoft.deviceregistry/devices'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/activedeployments'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/agents'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/deployments'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/deviceclasses'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/updates'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts'))\r\n| where (type !~ ('private.devtunnels/tunnelplans'))\r\n| where (type !~ ('private.easm/workspaces'))\r\n| where (type !~ ('microsoft.edgeorder/virtual_orderitems'))\r\n| where (type !~ ('microsoft.workloads/epicvirtualinstances'))\r\n| where (type !~ ('microsoft.fairfieldgardens/provisioningresources/provisioningpolicies'))\r\n| where (type !~ ('microsoft.fairfieldgardens/provisioningresources'))\r\n| where (type !~ ('microsoft.healthmodel/healthmodels'))\r\n| where (type !~ ('microsoft.hybridcompute/arcserverwithwac'))\r\n| where (type !~ ('microsoft.hybridcompute/machinessovereign'))\r\n| where (type !~ ('microsoft.hybridcompute/machinesesu'))\r\n| where (type !~ ('microsoft.hybridcompute/machinespaygo'))\r\n| where (type !~ ('microsoft.hybridcompute/machinessoftwareassurance'))\r\n| where (type !~ ('microsoft.network/virtualhubs')) or ((kind =~ ('routeserver')))\r\n| where (type !~ ('microsoft.network/networkvirtualappliances'))\r\n| where (type !~ ('microsoft.devhub/iacprofiles'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/files'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/filerequests'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/licenses'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/connectors'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/sharedstorages'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/storages'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/workloads'))\r\n| where (type !~ ('microsoft.insights/diagnosticsettings'))\r\n| where not((type =~ ('microsoft.network/serviceendpointpolicies')) and ((kind =~ ('internal'))))\r\n| where (type !~ ('microsoft.resources/resourcegraphvisualizer'))\r\n| where (type !~ ('microsoft.iotoperationsmq/mq'))\r\n| where (type !~ ('microsoft.orbital/cloudaccessrouters'))\r\n| where (type !~ ('microsoft.orbital/terminals'))\r\n| where (type !~ ('microsoft.orbital/sdwancontrollers'))\r\n| where (type !~ ('microsoft.orbital/geocatalogs'))\r\n| where (type !~ ('microsoft.recommendationsservice/accounts/modeling'))\r\n| where (type !~ ('microsoft.recommendationsservice/accounts/serviceendpoints'))\r\n| where (type !~ ('microsoft.recoveryservicesbvtd/vaults'))\r\n| where (type !~ ('microsoft.recoveryservicesbvtd2/vaults'))\r\n| where (type !~ ('microsoft.recoveryservicesintd/vaults'))\r\n| where (type !~ ('microsoft.recoveryservicesintd2/vaults'))\r\n| where (type !~ ('microsoft.resources/deletedresources'))\r\n| where (type !~ ('microsoft.deploymentmanager/rollouts'))\r\n| where (type !~ ('microsoft.features/featureprovidernamespaces/featureconfigurations'))\r\n| where (type !~ ('microsoft.saashub/cloudservices/hidden'))\r\n| where (type !~ ('microsoft.providerhub/providerregistrations'))\r\n| where (type !~ ('microsoft.providerhub/providerregistrations/customrollouts'))\r\n| where (type !~ ('microsoft.providerhub/providerregistrations/defaultrollouts'))\r\n| where (type !~ ('microsoft.edge/configurations'))\r\n| where not((type =~ ('microsoft.synapse/workspaces/sqlpools')) and ((kind =~ ('v3'))))\r\n| where (type !~ ('microsoft.mission/approvals'))\r\n| where (type !~ ('microsoft.mission/catalogs'))\r\n| where (type !~ ('microsoft.mission/communities'))\r\n| where (type !~ ('microsoft.mission/communities/communityendpoints'))\r\n| where (type !~ ('microsoft.mission/enclaveconnections'))\r\n| where (type !~ ('microsoft.mission/virtualenclaves/enclaveendpoints'))\r\n| where (type !~ ('microsoft.mission/communities/transithubs'))\r\n| where (type !~ ('microsoft.mission/virtualenclaves'))\r\n| where (type !~ ('microsoft.mission/virtualenclaves/workloads'))\r\n| where (type !~ ('microsoft.workloads/insights'))\r\n| where (type !~ ('microsoft.hanaonazure/sapmonitors'))\r\n| where (type !~ ('microsoft.cloudhealth/healthmodels'))\r\n| where (type !~ ('microsoft.connectedcache/enterprisemcccustomers/enterprisemcccachenodes'))\r\n| where not((type =~ ('microsoft.sql/servers/databases')) and ((kind in~ ('system','v2.0,system','v12.0,system','v12.0,system,serverless','v12.0,user,datawarehouse,gen2,analytics'))))\r\n| where not((type =~ ('microsoft.sql/servers')) and ((kind =~ ('v12.0,analytics'))))\r\n| project name,sku,totalCores,coreType,status,statusIcon,resources,id,resourceGroup,subscriptionDisplayName,type,kind,location,subscriptionId,tags\r\n| sort by (tolower(tostring(name))) asc", + "size": 0, + "title": "Eligible licenses", + "noDataMessage": "There are no eligible licenses.", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ] + }, + "conditionalVisibility": { + "parameterName": "eligibleLicenses", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "arclicenses" + } + ] + }, + "conditionalVisibility": { + "parameterName": "eligibleLicenses", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "group-eligibleLicenses" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "arcAHB" + }, + "name": "group-ahbArc" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "arc" + }, + "name": "Arc" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "title": "Virtual Machines", + "loadType": "always", + "items": [ + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "loadType": "always", + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\" | extend SubscriptionName=name \r\n| join (\r\nresources \r\n| where resourceGroup in ({ResourceGroup})\r\n| where type =~ 'microsoft.compute/virtualmachines' or type =~ 'microsoft.compute/virtualMachineScaleSets'\r\n| where tostring(properties.storageProfile.imageReference.publisher ) == \"MicrosoftWindowsServer\" or tostring(properties.virtualMachineProfile.storageProfile.osDisk.osType) == 'Windows' or tostring(properties.storageProfile.imageReference.publisher ) == \"microsoftsqlserver\"\r\n| extend OS=properties.storageProfile.imageReference.id \r\n| where isnull(OS)\r\n| where tostring(properties.['licenseType']) !has 'Windows' and tostring(properties.virtualMachineProfile.['licenseType']) != 'Windows_Server'\r\n| extend WindowsId=id, VMIDFull=id, VMName=name, VMLocation=location, VMRG=resourceGroup, OSType=tostring(properties.storageProfile.imageReference.offer), OsVersion = tostring(properties.storageProfile.imageReference.sku), VMSize=tostring (properties.hardwareProfile.vmSize), LicenseType = tostring(properties.['licenseType']), VMSSize=tostring(sku.name), QuickFix=id\r\n ) on subscriptionId \r\n| order by type asc \r\n| project WindowsId,VMName,VMRG,VMSize, VMSSize, VMLocation,OSType, OsVersion,LicenseType, subscriptionId, QuickFix, VMIDFull\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), WindowsId=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct WindowsId\r\n )\r\n on WindowsId", + "size": 0, + "title": "AHB Disabled", + "noDataMessage": "All of your VMs have AHB enabled.", + "noDataMessageStyle": 3, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "AlwaysHidden", + "comparison": "isEqualTo", + "value": "true" + }, + "name": "AHB Disabled" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\" | extend SubscriptionName=name \r\n| join (\r\nresources \r\n| where resourceGroup in ({ResourceGroup})\r\n| where type =~ 'microsoft.compute/virtualmachines'\r\n| where tostring(properties.storageProfile.imageReference.publisher ) == \"MicrosoftWindowsServer\" or tostring(properties.virtualMachineProfile.storageProfile.osDisk.osType) == 'Windows' or tostring(properties.storageProfile.imageReference.publisher ) == \"microsoftsqlserver\"\r\n| extend OS=properties.storageProfile.imageReference.id \r\n| where isnull(OS)\r\n| where tostring(properties.['licenseType']) has \"Windows\"\r\n| extend WindowsId=id, VMName=name, VMLocation=location, VMRG=resourceGroup, OSType=tostring(properties.storageProfile.imageReference.offer), OsVersion = tostring(properties.storageProfile.imageReference.sku), VMSize=tostring (properties.hardwareProfile.vmSize), LicenseType = tostring(properties.['licenseType']), VMSSize=tostring(sku.name)\r\n) on subscriptionId \r\n| order by type asc \r\n| project WindowsId,VMName,VMRG,VMSize, VMSSize, VMLocation,OSType, OsVersion,LicenseType, subscriptionId\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), WindowsId=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct WindowsId\r\n )\r\n on WindowsId", + "size": 0, + "title": "AHB Enabled", + "noDataMessage": "None of your VMs have AHB enabled.", + "noDataMessageStyle": 4, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "VMRG", + "formatter": 0, + "tooltipFormat": { + "tooltip": "test" + } + }, + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "AlwaysHidden", + "comparison": "isEqualTo", + "value": "true" + }, + "name": "WindowsAHBEnabled" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resourcechanges\r\n| where properties.changeType == \"Update\" and properties.targetResourceType == \"microsoft.compute/virtualmachines\"\r\n| mv-expand changes = properties.changes\r\n| mv-expand LicenseChanges=changes.['properties.licenseType']\r\n| extend WindowsId=id\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), WindowsId=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct WindowsId\r\n )\r\n on WindowsId\r\n| where isnotnull(LicenseChanges)\r\n| where tostring(LicenseChanges.newValue) has \"Windows\"\r\n| project VMID=properties.targetResourceId, NewLicense=tostring(LicenseChanges.newValue), DateofChange=todatetime(properties.changeAttributes.timestamp)\r\n", + "size": 0, + "title": "VM Latest Change Last 7 days", + "noDataMessage": "AHB was not enabled in the last 7 days.", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ] + }, + "conditionalVisibility": { + "parameterName": "AlwaysHidden", + "comparison": "isEqualTo", + "value": "true" + }, + "name": "VM Latest Change Last 7 days" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"ARMEndpoint/1.0\",\"data\":null,\"headers\":[],\"method\":\"GET\",\"path\":\"/subscriptions/{SingleSubHidden}/providers/Microsoft.Compute/skus?$filter=location eq '{Location}'\",\"urlParams\":[{\"key\":\"api-version\",\"value\":\"2021-07-01\"}],\"batchDisabled\":false,\"transformers\":[{\"type\":\"jsonpath\",\"settings\":{\"tablePath\":\"$.*[?(@.resourceType=='virtualMachines')]\",\"columns\":[{\"path\":\"name\",\"columnid\":\"Name\"},{\"path\":\"capabilities[?(@.name=='vCPUs')].value\",\"columnid\":\"vCPUs\"},{\"path\":\"capabilities[?(@.name=='MemoryGB')].value\",\"columnid\":\"MemoryGB\"},{\"path\":\"capabilities[?(@.name=='MaxNetworkInterfaces')].value\",\"columnid\":\"MaxNetworkInterfaces\"},{\"path\":\"capabilities[?(@.name=='HyperVGenerations')].value\",\"columnid\":\"HyperVGenerations\"},{\"path\":\"capabilities[?(@.name=='vCPUsPerCore')].value\",\"columnid\":\"vCPUsPerCore\"}]}}]}", + "size": 0, + "title": "Get VM vCPU", + "exportParameterName": "ResourceSKU", + "showExportToExcel": true, + "queryType": 12, + "gridSettings": { + "rowLimit": 5000 + } + }, + "conditionalVisibility": { + "parameterName": "AlwaysHidden", + "comparison": "isEqualTo", + "value": "true" + }, + "name": "query - Get VM vCPU" + }, + { + "type": 1, + "content": { + "json": "## Windows Azure Hybrid Benefit (AHB) Overview" + }, + "name": "AHB Overview" + }, + { + "type": 1, + "content": { + "json": "Each two-processor license or each set of 16-core licenses, either Datacenter or Standard editions, are entitled to two instances of up to 8 cores, or one instance of up to 16 cores.\r\n\r\nThe virtual machines (VMs) with less than 8 cores are categorized as **Low Priority**, while those with 8 or more cores are classified as **High Priority**. In situations where there are insufficient Azure Hybrid benefit licenses to cover all the VMs in the environment, it is recommended to prioritize the High Priority VMs.", + "style": "info" + }, + "name": "NUmber of Processors", + "styleSettings": { + "margin": "10px", + "showBorder": true + } + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\" | extend SubscriptionName=name \r\n| join (\r\nresources \r\n| where resourceGroup in ({ResourceGroup})\r\n| where type =~ 'microsoft.compute/virtualmachines'\r\n| where tostring(properties.storageProfile.imageReference.publisher ) == \"MicrosoftWindowsServer\" or tostring(properties.virtualMachineProfile.storageProfile.osDisk.osType) == 'Windows' or tostring(properties.storageProfile.imageReference.publisher ) == \"microsoftsqlserver\"\r\n| extend OS=properties.storageProfile.imageReference.id \r\n| where isnull(OS)\r\n| extend WindowsId=id\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), WindowsId=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct WindowsId\r\n )\r\n on WindowsId\r\n| extend LicenseType = tostring(properties.['licenseType'])\r\n| extend CheckAHBWindows = case(\r\n type == 'microsoft.compute/virtualmachines' or type =~ 'microsoft.compute/virtualMachineScaleSets', iif((properties.['licenseType'])\r\n !has 'Windows' and (properties.virtualMachineProfile.['licenseType']) !has 'Windows' , \"AHB Not Enabled\", \"AHB Enabled\"),\r\n \"Not Windows\"\r\n )\r\n) on subscriptionId \r\n| summarize count() by SubscriptionName, CheckAHBWindows\r\n", + "size": 0, + "title": "Summary of Windows VMs with or without AHB per Subscription", + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "table", + "gridSettings": { + "sortBy": [ + { + "itemKey": "SubscriptionName", + "sortOrder": 1 + } + ], + "labelSettings": [ + { + "columnId": "SubscriptionName", + "label": "Subscription Name" + }, + { + "columnId": "CheckAHBWindows", + "label": "Is AHB enabled?" + }, + { + "columnId": "count_", + "label": "Number of resources" + } + ] + }, + "sortBy": [ + { + "itemKey": "SubscriptionName", + "sortOrder": 1 + } + ], + "tileSettings": { + "titleContent": { + "columnMatch": "CheckAHBWindows", + "formatter": 1 + }, + "subtitleContent": { + "columnMatch": "SubscriptionName", + "formatter": 1 + }, + "leftContent": { + "columnMatch": "count_", + "formatter": 12, + "formatOptions": { + "palette": "auto" + } + }, + "showBorder": false, + "size": "auto" + }, + "chartSettings": { + "xAxis": "SubscriptionName" + } + }, + "customWidth": "50", + "name": "Summary of Windows VMs with or without AHB per Subscription" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\" | extend SubscriptionName=name \r\n| join (\r\nresources \r\n| where resourceGroup in ({ResourceGroup})\r\n| where tostring(properties.storageProfile.imageReference.publisher ) == \"MicrosoftWindowsServer\" or tostring(properties.virtualMachineProfile.storageProfile.osDisk.osType) == 'Windows' or tostring(properties.storageProfile.imageReference.publisher ) == \"microsoftsqlserver\"\r\n| where tostring(properties.storageProfile.osDisk.osType) == 'Windows'\r\n| extend OS=properties.storageProfile.imageReference.id \r\n| where isnull(OS)\r\n| extend WindowsId=id\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), WindowsId=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct WindowsId\r\n )\r\n on WindowsId\r\n| extend LicenseType = tostring(properties.['licenseType'])\r\n| extend CheckAHBWindows = case(\r\n type == 'microsoft.compute/virtualmachines' or type =~ 'microsoft.compute/virtualMachineScaleSets', iif((properties.['licenseType'])\r\n !has 'Windows' and (properties.virtualMachineProfile.['licenseType']) !has 'Windows' , \"AHB Not Enabled\", \"AHB Enabled\"),\r\n \"Not Windows\"\r\n )\r\n) on subscriptionId \r\n| summarize count() by CheckAHBWindows", + "size": 0, + "title": "Summary of Windows VMs with or without AHB", + "showRefreshButton": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "piechart" + }, + "customWidth": "50", + "name": "Summary of Windows VMs with or without AHB" + }, + { + "type": 1, + "content": { + "json": "### Consumed Licenses\r\nTotal number of Windows licenses cores consumed by all Windows virtual machines.\r\n", + "style": "info" + }, + "customWidth": "50", + "name": "Consumed Licenses" + }, + { + "type": 1, + "content": { + "json": "### Number of required Cores to enable Windows Azure Hybrid Benefit\r\nNumber of cores required to enable AHB across the entire environment.", + "style": "info" + }, + "customWidth": "50", + "name": "Number of required Cores" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"50d79765-aad4-437e-a90b-8cc7865e7081\",\"mergeType\":\"inner\",\"leftTable\":\"WindowsAHBEnabled\",\"rightTable\":\"query - Get VM vCPU\",\"leftColumn\":\"VMSize\",\"rightColumn\":\"Name\"}],\"projectRename\":[{\"originalName\":\"[WindowsAHBEnabled].VMName\",\"mergedName\":\"VMName\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[WindowsAHBEnabled].VMSize\",\"mergedName\":\"VMSize\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[query - Get VM vCPU].vCPUs\",\"mergedName\":\"vCPUs\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[Added column]\",\"mergedName\":\"Prioritize AHB?\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCPUs\",\"operator\":\">=\",\"rightValType\":\"static\",\"rightVal\":\"8\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"High Priority\\\"\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"Low Priority\\\"\"}}]},{\"originalName\":\"[Added column]\",\"mergedName\":\"Consumed Cores per VM\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCPUs\",\"operator\":\"<=\",\"rightValType\":\"static\",\"rightVal\":\"8\",\"resultValType\":\"expression\",\"resultVal\":\"8\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"[\\\"vCPUs\\\"]\"}}]},{\"originalName\":\"[WindowsAHBEnabled].subscriptionId\",\"mergedName\":\"subscriptionId\",\"fromId\":\"unknown\"},{\"originalName\":\"[WindowsAHBEnabled].WindowsId1\",\"mergedName\":\"WindowsId1\",\"fromId\":\"unknown\"},{\"originalName\":\"[WindowsAHBEnabled].WindowsId\"},{\"originalName\":\"[WindowsAHBEnabled].VMRG\"},{\"originalName\":\"[WindowsAHBEnabled].VMLocation\"},{\"originalName\":\"[WindowsAHBEnabled].OSType\"},{\"originalName\":\"[WindowsAHBEnabled].OsVersion\"},{\"originalName\":\"[WindowsAHBEnabled].LicenseType\"},{\"originalName\":\"[query - Get VM vCPU].Name\"},{\"originalName\":\"[query - Get VM vCPU].MemoryGB\"},{\"originalName\":\"[query - Get VM vCPU].MaxNetworkInterfaces\"},{\"originalName\":\"[query - Get VM vCPU].HyperVGenerations\"},{\"originalName\":\"[query - Get VM vCPU].vCPUsPerCore\"},{\"originalName\":\"[WindowsAHBEnabled].VMSSize\"}]}", + "size": 0, + "title": "Consumed Cores per AHB Priority", + "noDataMessage": "None of your VMs have AHB enabled", + "noDataMessageStyle": 4, + "showRefreshButton": true, + "queryType": 7, + "visualization": "piechart", + "gridSettings": { + "formatters": [ + { + "columnMatch": "Prioritize AHB?", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "High Priority", + "representation": "Sev0", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "Sev4", + "text": "{0}{1}" + } + ] + }, + "numberFormat": { + "unit": 17, + "options": { + "style": "decimal" + } + } + } + ] + }, + "chartSettings": { + "yAxis": [ + "Consumed Cores per VM" + ], + "group": "Prioritize AHB?", + "createOtherGroup": null + } + }, + "customWidth": "33", + "name": "Consumed Cores per AHB Priority" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"d8deb22b-a596-43ee-acc4-180849d26130\",\"mergeType\":\"inner\",\"leftTable\":\"WindowsAHBEnabled\",\"rightTable\":\"query - Get VM vCPU\",\"leftColumn\":\"VMSize\",\"rightColumn\":\"Name\"}],\"projectRename\":[{\"originalName\":\"[Added column]\",\"mergedName\":\"ConsumedCores\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCPUs\",\"operator\":\"<=\",\"rightValType\":\"static\",\"rightVal\":\"8\",\"resultValType\":\"expression\",\"resultVal\":\"8\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"[\\\"vCPUs\\\"]\"}}]},{\"originalName\":\"[WindowsAHBEnabled].WindowsId\",\"mergedName\":\"WindowsId\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[WindowsAHBEnabled].VMName\",\"mergedName\":\"VMName\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[WindowsAHBEnabled].VMRG\",\"mergedName\":\"VMRG\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[WindowsAHBEnabled].VMSize\",\"mergedName\":\"VMSize\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[WindowsAHBEnabled].VMSSize\",\"mergedName\":\"VMSSize\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[WindowsAHBEnabled].VMLocation\",\"mergedName\":\"VMLocation\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[WindowsAHBEnabled].OSType\",\"mergedName\":\"OSType\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[WindowsAHBEnabled].OsVersion\",\"mergedName\":\"OsVersion\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[WindowsAHBEnabled].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[query - Get VM vCPU].Name\",\"mergedName\":\"Name\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[query - Get VM vCPU].vCPUs\",\"mergedName\":\"vCPUs\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[query - Get VM vCPU].MemoryGB\",\"mergedName\":\"MemoryGB\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[query - Get VM vCPU].MaxNetworkInterfaces\",\"mergedName\":\"MaxNetworkInterfaces\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[query - Get VM vCPU].HyperVGenerations\",\"mergedName\":\"HyperVGenerations\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[query - Get VM vCPU].vCPUsPerCore\",\"mergedName\":\"vCPUsPerCore\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[WindowsAHBEnabled].subscriptionId\",\"mergedName\":\"subscriptionId\",\"fromId\":\"unknown\"},{\"originalName\":\"[WindowsAHBEnabled].WindowsId1\",\"mergedName\":\"WindowsId1\",\"fromId\":\"unknown\"}]}", + "size": 0, + "title": "Consumed Cores per VM", + "showRefreshButton": true, + "queryType": 7, + "visualization": "piechart", + "gridSettings": { + "formatters": [ + { + "columnMatch": "ConsumedCores", + "formatter": 0, + "formatOptions": { + "aggregation": "Sum" + } + } + ] + }, + "tileSettings": { + "titleContent": {}, + "leftContent": { + "columnMatch": "ConsumedCores", + "formatter": 12, + "formatOptions": { + "palette": "blue" + } + }, + "showBorder": false + }, + "graphSettings": { + "type": 0 + }, + "chartSettings": { + "yAxis": [ + "ConsumedCores" + ], + "group": "VMName", + "createOtherGroup": null + } + }, + "customWidth": "33", + "name": "Consumed Cores per VM" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"50d79765-aad4-437e-a90b-8cc7865e7081\",\"mergeType\":\"inner\",\"leftTable\":\"AHB Disabled\",\"rightTable\":\"query - Get VM vCPU\",\"leftColumn\":\"VMSize\",\"rightColumn\":\"Name\"}],\"projectRename\":[{\"originalName\":\"[Added column]\",\"mergedName\":\"Prioritize AHB?\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCPUs\",\"operator\":\">=\",\"rightValType\":\"static\",\"rightVal\":\"8\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"High Priority\\\"\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"Low Priority\\\"\"}}]},{\"originalName\":\"[Added column]\",\"mergedName\":\"Consumed Cores per VM\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCPUs\",\"operator\":\"<=\",\"rightValType\":\"static\",\"rightVal\":\"8\",\"resultValType\":\"expression\",\"resultVal\":\"8\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"[\\\"vCPUs\\\"]\"}}]},{\"originalName\":\"[query - 0].subscriptionId\",\"mergedName\":\"subscriptionId\",\"fromId\":\"unknown\"},{\"originalName\":\"[query - 0].WindowsId1\",\"mergedName\":\"WindowsId1\",\"fromId\":\"unknown\"},{\"originalName\":\"[AHB Disabled].WindowsId\",\"mergedName\":\"WindowsId\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[AHB Disabled].VMName\",\"mergedName\":\"VMName\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[AHB Disabled].VMRG\",\"mergedName\":\"VMRG\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[AHB Disabled].VMSize\",\"mergedName\":\"VMSize\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[AHB Disabled].VMSSize\",\"mergedName\":\"VMSSize\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[AHB Disabled].VMLocation\",\"mergedName\":\"VMLocation\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[AHB Disabled].OSType\",\"mergedName\":\"OSType\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[AHB Disabled].OsVersion\",\"mergedName\":\"OsVersion\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[AHB Disabled].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[AHB Disabled].subscriptionId\",\"mergedName\":\"subscriptionId\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[AHB Disabled].WindowsId1\",\"mergedName\":\"WindowsId1\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[query - Get VM vCPU].Name\",\"mergedName\":\"Name\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[query - Get VM vCPU].vCPUs\",\"mergedName\":\"vCPUs\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[query - Get VM vCPU].MemoryGB\",\"mergedName\":\"MemoryGB\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[query - Get VM vCPU].MaxNetworkInterfaces\",\"mergedName\":\"MaxNetworkInterfaces\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[query - Get VM vCPU].HyperVGenerations\",\"mergedName\":\"HyperVGenerations\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[query - Get VM vCPU].vCPUsPerCore\",\"mergedName\":\"vCPUsPerCore\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[AHB Disabled].QuickFix\",\"mergedName\":\"QuickFix\",\"fromId\":\"unknown\"},{\"originalName\":\"[AHB Disabled].VMIDFull\",\"mergedName\":\"VMIDFull\",\"fromId\":\"unknown\"},{\"originalName\":\"[WindowsAHBEnabled].WindowsId\"},{\"originalName\":\"[WindowsAHBEnabled].VMRG\"},{\"originalName\":\"[WindowsAHBEnabled].VMLocation\"},{\"originalName\":\"[WindowsAHBEnabled].OSType\"},{\"originalName\":\"[WindowsAHBEnabled].OsVersion\"},{\"originalName\":\"[WindowsAHBEnabled].LicenseType\"},{\"originalName\":\"[query - Get VM vCPU].Name\"},{\"originalName\":\"[query - Get VM vCPU].MemoryGB\"},{\"originalName\":\"[query - Get VM vCPU].MaxNetworkInterfaces\"},{\"originalName\":\"[query - Get VM vCPU].HyperVGenerations\"},{\"originalName\":\"[query - Get VM vCPU].vCPUsPerCore\"},{\"originalName\":\"[WindowsAHBEnabled].VMSSize\"}]}", + "size": 0, + "title": "Cores not enabled per AHB Priority", + "noDataMessage": "All of your VMs have AHB enabled", + "noDataMessageStyle": 4, + "showRefreshButton": true, + "queryType": 7, + "visualization": "piechart", + "gridSettings": { + "formatters": [ + { + "columnMatch": "Prioritize AHB?", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "High Priority", + "representation": "Sev0", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "Sev4", + "text": "{0}{1}" + } + ] + }, + "numberFormat": { + "unit": 17, + "options": { + "style": "decimal" + } + } + } + ] + }, + "chartSettings": { + "yAxis": [ + "Consumed Cores per VM" + ], + "group": "Prioritize AHB?", + "createOtherGroup": null + } + }, + "customWidth": "33", + "name": "Cores NOT enabled per AHB Priority" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "parameters": [ + { + "id": "ae5e8765-47ef-46a6-803b-6b7124c098d2", + "version": "KqlParameterItem/1.0", + "name": "AHBEnabled", + "label": "See VMs with AHB", + "type": 2, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "jsonData": "[\r\n {\"value\":\"Yes\"},\r\n {\"value\":\"No\", \"selected\":true}\r\n]\r\n\r\n", + "timeContext": { + "durationMs": 86400000 + } + }, + { + "id": "f1ac5e53-253c-4afb-8bc5-b1ba2efea3eb", + "version": "KqlParameterItem/1.0", + "name": "AHBDisabled", + "label": "See VMs without AHB", + "type": 2, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "jsonData": "[\r\n {\"value\":\"Yes\"},\r\n {\"value\":\"No\", \"selected\":true}\r\n]\r\n\r\n" + }, + { + "id": "20a00706-a89b-42aa-8dea-9c44c93e8014", + "version": "KqlParameterItem/1.0", + "name": "LastAHB", + "label": "See VMs AHB enabled in the last 7 days", + "type": 2, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "jsonData": "[\r\n {\"value\":\"Yes\"},\r\n {\"value\":\"No\", \"selected\":true}\r\n]\r\n\r\n" + } + ], + "style": "pills", + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces" + }, + "name": "VM AHB Enabled" + }, + { + "type": 1, + "content": { + "json": "List of Windows VMs without Hybrid Benefit groupped by Subscription.", + "style": "info" + }, + "conditionalVisibility": { + "parameterName": "AHBDisabled", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "List of Windows VMs without AHB" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"50d79765-aad4-437e-a90b-8cc7865e7081\",\"mergeType\":\"inner\",\"leftTable\":\"AHB Disabled\",\"rightTable\":\"query - Get VM vCPU\",\"leftColumn\":\"VMSize\",\"rightColumn\":\"Name\"}],\"projectRename\":[{\"originalName\":\"[query - 0].subscriptionId\",\"mergedName\":\"subscriptionId\",\"fromId\":\"unknown\"},{\"originalName\":\"[query - 0].subscriptionId\",\"mergedName\":\"subscriptionId\",\"fromId\":\"unknown\"},{\"originalName\":\"[AHB Disabled].VMName\",\"mergedName\":\"VM Name\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[AHB Disabled].VMRG\",\"mergedName\":\"VMRG\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[Added column]\",\"mergedName\":\"Prioritize AHB?\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCPUs\",\"operator\":\">=\",\"rightValType\":\"static\",\"rightVal\":\"8\",\"resultValType\":\"static\",\"resultVal\":\"High Priority\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"static\",\"resultVal\":\"Low Priority\"}}]},{\"originalName\":\"[AHB Disabled].VMLocation\",\"mergedName\":\"VMLocation\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[AHB 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"columnMatch": "$gen_group", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "Group", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "QuickFix", + "formatter": 7, + "formatOptions": { + "linkTarget": "ArmAction", + "linkLabel": "Apply Hybrid Benefit", + "linkIsContextBlade": true, + "armActionContext": { + "path": "/{WindowsID}?api-version=2023-03-01", + "headers": [], + "params": [], + "body": "{\r\n \"properties\": {\r\n \"licenseType\": \"Windows_Server\"\r\n }\r\n}\r\n\r\n", + "httpMethod": "PATCH", + "title": "Apply Hybrid Benefit to VM {VMName}", + "description": "# Windows Hybrid Benefit Application Information: VM \"{VMName}\"\n\n\n{WindowsID}\n\n**Attention!**\n\nThis action will apply the Windows Hybrid Benefit to the virtual machine with the name **{VMName}**. Please ensure that you are applying the benefit to the correct VM.\n\n**Resource Details:**\n\n- VM Name: {VMName}\n- Resource Group: {ResourceGroup}\n- Prioritize AHB: {AHBPriority}\n\n### Required RBAC Permissions\n\nTo perform this action, you need to have **Contributor** permissions on the Resource Group where the VM is located.\n\nPlease review the information carefully before proceeding with applying the Windows Hybrid Benefit.\n", + "actionName": "Applying Hybrid benefit to VM {VMName}", + "runLabel": "Apply Hybrid Benefit to VM: \"{VMName}\"" + } + } + }, + { + "columnMatch": "Prioritize AHB?", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "High Priority", + "representation": "Sev0", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "Sev4", + "text": "{0}{1}" + } + ] + }, + "numberFormat": { + "unit": 17, + "options": { + "style": "decimal" + } + }, + "tooltipFormat": { + "tooltip": "The virtual machines (VMs) with less than 8 cores are categorized as Low Priority, while those with 8 or more cores are classified as High Priority. " + } + }, + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "WindowsId1", + "formatter": 5 + }, + { + "columnMatch": "Name", + "formatter": 5 + }, + { + "columnMatch": "HyperVGenerations", + "formatter": 5 + }, + { + "columnMatch": "vCPUsPerCore", + "formatter": 5 + }, + { + "columnMatch": "VMIDFull", + "formatter": 5 + } + ], + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "subscriptionId" + ], + "expandTopLevel": true + }, + "labelSettings": [ + { + "columnId": "VM Name", + "label": "VM Name" + }, + { + "columnId": "VMRG", + "label": "Resource Group" + }, + { + "columnId": "VMLocation", + "label": "Location" + }, + { + "columnId": "QuickFix", + "label": "Enable AHB" + }, + { + "columnId": "Prioritize AHB?", + "label": "AHB Priority" + }, + { + "columnId": "VMSize", + "label": "SKU" + }, + { + "columnId": "OSType", + "label": "OS Type" + }, + { + "columnId": "OsVersion", + "label": "OS Version" + }, + { + "columnId": "LicenseType", + "label": "License Type" + }, + { + "columnId": "subscriptionId", + "label": "Subscription Name" + }, + { + "columnId": "MemoryGB", + "label": "Memory" + }, + { + "columnId": "MaxNetworkInterfaces", + "label": "Max. NICs" + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "AHBDisabled", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "VM+SKU+vCores" + }, + { + "type": 1, + "content": { + "json": "List of Windows VMs with Hybrid Benefit groupped by Subscription.", + "style": "info" + }, + "conditionalVisibility": { + "parameterName": "AHBEnabled", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "AHB By SUbscription" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"50d79765-aad4-437e-a90b-8cc7865e7081\",\"mergeType\":\"inner\",\"leftTable\":\"WindowsAHBEnabled\",\"rightTable\":\"query - Get VM vCPU\",\"leftColumn\":\"VMSize\",\"rightColumn\":\"Name\"}],\"projectRename\":[{\"originalName\":\"[WindowsAHBEnabled].WindowsId\",\"mergedName\":\"VM Name\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[WindowsAHBEnabled].VMRG\",\"mergedName\":\"Resource 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+ "expandTopLevel": true + }, + "labelSettings": [ + { + "columnId": "WindowsId1", + "label": "VM ID" + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "AHBEnabled", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "VM+SKU+vCores-AHB" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"d8deb22b-a596-43ee-acc4-180849d26168\",\"mergeType\":\"inner\",\"leftTable\":\"VM Latest Change Last 7 days\",\"rightTable\":\"VM+SKU+vCores-AHB\",\"leftColumn\":\"VMID\",\"rightColumn\":\"VM Name\"}],\"projectRename\":[{\"originalName\":\"[VM Latest Change Last 7 days].VMID\",\"mergedName\":\"VMID\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26168\"},{\"originalName\":\"[VM Latest Change Last 7 days].NewLicense\",\"mergedName\":\"NewLicense\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26168\"},{\"originalName\":\"[VM Latest Change Last 7 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VM\",\"mergedName\":\"Consumed Cores per VM\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26168\"},{\"originalName\":\"[VM+SKU+vCores-AHB].Location\",\"mergedName\":\"Location\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26168\"},{\"originalName\":\"[VM+SKU+vCores-AHB].OS Type\",\"mergedName\":\"OS Type\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26168\"},{\"originalName\":\"[VM+SKU+vCores-AHB].OS Version\",\"mergedName\":\"OS Version\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26168\"},{\"originalName\":\"[VM+SKU+vCores-AHB].subscriptionId\",\"mergedName\":\"subscriptionId\",\"fromId\":\"unknown\"},{\"originalName\":\"[VM+SKU+vCores-AHB].WindowsId1\",\"mergedName\":\"WindowsId1\",\"fromId\":\"unknown\"}]}", + "size": 0, + "title": "Total Cores Enabled last 7 Days", + "noDataMessage": "Windows AHB hasn't been enabled in the last 7 days", + "showRefreshButton": true, + "queryType": 7, + "visualization": "barchart", + "tileSettings": { + "showBorder": false, + "titleContent": { + "columnMatch": "NewLicense", + "formatter": 1 + }, + "leftContent": { + "columnMatch": "vCPUs", + "formatter": 12, + "formatOptions": { + "palette": "auto" + }, + "numberFormat": { + "unit": 17, + "options": { + "maximumSignificantDigits": 3, + "maximumFractionDigits": 2 + } + } + } + }, + "chartSettings": { + "xAxis": "VM Name", + "yAxis": [ + "Consumed Cores per VM" + ], + "group": null, + "createOtherGroup": 0, + "seriesLabelSettings": [ + { + "seriesName": "Consumed Cores per VM", + "color": "grayBlue" + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "LastAHB", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "Total Cores Enabled last 7 Days" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"d8deb22b-a596-43ee-acc4-180849d26168\",\"mergeType\":\"inner\",\"leftTable\":\"VM Latest Change Last 7 days\",\"rightTable\":\"VM+SKU+vCores-AHB\",\"leftColumn\":\"VMID\",\"rightColumn\":\"VM Name\"}],\"projectRename\":[{\"originalName\":\"[VM+SKU+vCores-AHB].VM Name\",\"mergedName\":\"VM Name\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26168\"},{\"originalName\":\"[VM+SKU+vCores-AHB].Resource Group\",\"mergedName\":\"Resource Group\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26168\"},{\"originalName\":\"[VM Latest Change Last 7 days].NewLicense\",\"mergedName\":\"NewLicense\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26168\"},{\"originalName\":\"[VM Latest Change Last 7 days].DateofChange\",\"mergedName\":\"DateofChange\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26168\"},{\"originalName\":\"[VM+SKU+vCores-AHB].VM SKU\",\"mergedName\":\"VM SKU\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26168\"},{\"originalName\":\"[VM+SKU+vCores-AHB].vCPUs\",\"mergedName\":\"vCPUs\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26168\"},{\"originalName\":\"[VM+SKU+vCores-AHB].Consumed Cores per VM\",\"mergedName\":\"Consumed Cores per 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"tileSettings": { + "showBorder": false, + "titleContent": { + "columnMatch": "NewLicense", + "formatter": 1 + }, + "leftContent": { + "columnMatch": "vCPUs", + "formatter": 12, + "formatOptions": { + "palette": "auto" + }, + "numberFormat": { + "unit": 17, + "options": { + "maximumSignificantDigits": 3, + "maximumFractionDigits": 2 + } + } + } + }, + "chartSettings": { + "xAxis": "VM Name", + "yAxis": [ + "Consumed Cores per VM" + ], + "group": null, + "createOtherGroup": 0, + "seriesLabelSettings": [ + { + "seriesName": "Consumed Cores per VM", + "color": "grayBlue" + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "LastAHB", + "comparison": "isEqualTo", + "value": "Yes" + }, + "showPin": false, + "name": "Total Cores Enabled last 7 Days - Details" + } + ] + }, + "name": "VM" + } + ] + }, + "conditionalVisibilities": [ + { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "VM" + }, + { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "VM" + } + ], + "name": "VM/VMSS-RGFilter" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 11, + "content": { + "version": "LinkItem/1.0", + "style": "tabs", + "links": [ + { + "id": "0211f413-9f36-4750-9ef2-d382ba30ba6c", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "SQL Server VMs", + "subTarget": "SQLVM", + "preText": "VM", + "style": "link" + }, + { + "id": "79e7a97a-1413-41e8-b4c6-ebd1d0a45e2e", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "SQL DB", + "subTarget": "SQLDB", + "style": "link" + }, + { + "id": "1f381e5b-7071-41ce-a354-c2df93445cae", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "SQL Managed Instances", + "subTarget": "SQLMI", + "style": "link" + } + ] + }, + "name": "links - 4" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\" | extend SubscriptionName=name \r\n| join (\r\n resources | where type =~ 'Microsoft.SqlVirtualMachine/SqlVirtualMachines' and tostring(properties.['sqlServerLicenseType']) != 'AHUB' and resourceGroup in ({ResourceGroup})\r\n | extend SQLID=id, VMName = name, VMRG = resourceGroup, VMLocation = location, LicenseType = tostring(properties.['sqlServerLicenseType']), OSType=tostring(properties.storageProfile.imageReference.offer), SQLAgentType = tostring(properties.['sqlManagement']), SQLVersion = tostring(properties.['sqlImageOffer']), SQLSKU=tostring(properties.['sqlImageSku'])\r\n ) on subscriptionId \r\n| join (\r\n resources\r\n | where type =~ 'Microsoft.Compute/virtualmachines'\r\n | project VMName = tolower(name), VMSize = tostring(properties.hardwareProfile.vmSize)\r\n ) on VMName\r\n| order by id asc \r\n| project SQLID,VMName,VMRG, VMLocation, VMSize, SQLVersion, SQLSKU, SQLAgentType, LicenseType, SubscriptionName\r\n| where SQLSKU != \"Developer\" and SQLSKU != \"Express\"\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), SQLID=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct SQLID\r\n )\r\n on SQLID", + "size": 0, + "title": "SQL VM AHB Disabled", + "noDataMessage": "All of your VMs have AHB enabled.", + "noDataMessageStyle": 3, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ] + }, + "conditionalVisibility": { + "parameterName": "AlwaysHidden", + "comparison": "isEqualTo", + "value": "true" + }, + "name": "Get-SQL-AHB-Disabled" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\" | extend SubscriptionName=name \r\n| join (\r\n resources | where type =~ 'Microsoft.SqlVirtualMachine/SqlVirtualMachines' and tostring(properties.['sqlServerLicenseType']) == 'AHUB' and resourceGroup in ({ResourceGroup})\r\n | extend SQLID=id, VMName = name, VMRG = resourceGroup, VMLocation = location, LicenseType = tostring(properties.['sqlServerLicenseType']), OSType=tostring(properties.storageProfile.imageReference.offer), SQLAgentType = tostring(properties.['sqlManagement']), SQLVersion = tostring(properties.['sqlImageOffer']), SQLSKU=tostring(properties.['sqlImageSku'])\r\n ) on subscriptionId \r\n| join (\r\n resources\r\n | where type =~ 'Microsoft.Compute/virtualmachines'\r\n | project VMName = tolower(name), VMSize = tostring(properties.hardwareProfile.vmSize)\r\n ) on VMName\r\n| order by id asc \r\n| project SQLID,VMName,VMRG, VMLocation, VMSize, SQLVersion, SQLSKU, SQLAgentType, LicenseType, SubscriptionName\r\n| where SQLSKU != \"Developer\" and SQLSKU != \"Express\"\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), SQLID=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct SQLID\r\n )\r\n on SQLID", + "size": 0, + "title": "SQL VM AHB Enabled", + "noDataMessage": "None of your VMs have AHB enabled.", + "noDataMessageStyle": 5, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ] + }, + "conditionalVisibility": { + "parameterName": "AlwaysHidden", + "comparison": "isEqualTo", + "value": "true" + }, + "name": "Get-SQL-AHB-Enabled" + }, + { + "type": 1, + "content": { + "json": "## SQL Virtual Machines Azure Hybrid Benefit (AHB) Overview" + }, + "name": "SQL Text" + }, + { + "type": 1, + "content": { + "json": "Apply to SQL Server 1 to 4 vCPUs exchange: For every 1 core of SQL Server Enterprise Edition, you get 4 vCPUs of SQL Managed Instance or Azure SQL Database general purpose and Hyperscale tiers, or 4 vCPUs of SQL Server Standard edition on Azure VMs.\r\n\r\nThe SQL virtual machines (VMs) with less than 4 cores are categorized as **Low Priority**, while those with 8 or more cores are classified as **High Priority**. In situations where there are insufficient Azure Hybrid benefit licenses to cover all the VMs in the environment, it is recommended to prioritize the High Priority VMs.", + "style": "info" + }, + "name": "SQL License Info", + "styleSettings": { + "margin": "10px", + "showBorder": true + } + }, + { + "type": 1, + "content": { + "json": "### AHB Overview\r\nSummary of all SQL on VMs with and without SQL AHB.", + "style": "info" + }, + "name": "AHB Overview21" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "loadType": "explicit", + "loadButtonText": "Load SQL Info", + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\" | extend SubscriptionName=name \r\n| join (\r\n resources | where type =~ 'Microsoft.SqlVirtualMachine/SqlVirtualMachines' and resourceGroup in ({ResourceGroup})\r\n | extend SQLID=id, VMName = name, VMRG = resourceGroup, VMLocation = location, LicenseType = tostring(properties.['sqlServerLicenseType']), OSType=tostring(properties.storageProfile.imageReference.offer), SQLAgentType = tostring(properties.['sqlManagement']), SQLVersion = tostring(properties.['sqlImageOffer']), SQLSKU=tostring(properties.['sqlImageSku'])\r\n | where SQLSKU != \"Developer\" and SQLSKU != \"Express\"\r\n | join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), SQLID=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct SQLID\r\n )\r\n on SQLID\r\n | extend CheckSQLVMAHB = case(\r\n type =~ 'Microsoft.SqlVirtualMachine/SqlVirtualMachines', iif((properties.['sqlServerLicenseType'])\r\n !has 'AHUB', \"AHB Not Enabled\", \"AHB Enabled\"),\r\n \"Not SQL\"\r\n )\r\n ) on subscriptionId \r\n| summarize count() by SubscriptionName, CheckSQLVMAHB", + "size": 0, + "title": "Summary of SQL on VMs with or without AHB per Subscription", + "showRefreshButton": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "table", + "gridSettings": { + "formatters": [ + { + "columnMatch": "Prioritize AHB?", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "High Priority", + "representation": "Sev0", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "Low Priority", + "representation": "2", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "unknown", + "text": "{0}{1}" + } + ] + } + } + ], + "labelSettings": [ + { + "columnId": "SubscriptionName", + "label": "Subscription Name" + }, + { + "columnId": "CheckSQLVMAHB", + "label": "Is AHB enabled?" + }, + { + "columnId": "count_", + "label": "Number of Resources" + } + ] + }, + "tileSettings": { + "titleContent": { + "columnMatch": "CheckSQLVMAHB", + "formatter": 1 + }, + "subtitleContent": { + "columnMatch": "SubscriptionName", + "formatter": 1 + }, + "leftContent": { + "columnMatch": "count_", + "formatter": 12, + "formatOptions": { + "palette": "auto" + } + }, + "showBorder": false, + "size": "auto" + }, + "chartSettings": { + "xAxis": "SubscriptionName" + } + }, + "customWidth": "50", + "name": "Summary of SQL on VMs with or without AHB" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\" | extend SubscriptionName=name \r\n| join (\r\n resources | where type =~ 'Microsoft.SqlVirtualMachine/SqlVirtualMachines' and resourceGroup in ({ResourceGroup})\r\n | extend SQLID=id, VMName = name, VMRG = resourceGroup, VMLocation = location, LicenseType = tostring(properties.['sqlServerLicenseType']), OSType=tostring(properties.storageProfile.imageReference.offer), SQLAgentType = tostring(properties.['sqlManagement']), SQLVersion = tostring(properties.['sqlImageOffer']), SQLSKU=tostring(properties.['sqlImageSku'])\r\n | where SQLSKU != \"Developer\" and SQLSKU != \"Express\"\r\n | join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), SQLID=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct SQLID\r\n )\r\n on SQLID\r\n | extend CheckSQLVMAHB = case(\r\n type =~ 'Microsoft.SqlVirtualMachine/SqlVirtualMachines', iif((properties.['sqlServerLicenseType'])\r\n !has 'AHUB', \"AHB Not Enabled\", \"AHB Enabled\"),\r\n \"Not SQL\"\r\n )\r\n ) on subscriptionId \r\n| summarize count() by CheckSQLVMAHB", + "size": 0, + "title": "Summary SQL Enabled and Disabled", + "noDataMessage": "You don't have any SQL VM", + "showRefreshButton": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "piechart" + }, + "customWidth": "50", + "name": "Summary SQL Enabled and Disabled" + }, + { + "type": 1, + "content": { + "json": "### Consumed Licenses\r\nTotal number of SQL licenses cores consumed by all SQL running on Virtual Machines.\r\n", + "style": "info" + }, + "customWidth": "50", + "name": "Consumed Licenses123" + }, + { + "type": 1, + "content": { + "json": "### Number of required Cores to enable SQL Azure Hybrid Benefit\r\nNumber of cores required to enable SQL AHB across the entire environment.\r\n\r\n\r\n", + "style": "info" + }, + "customWidth": "50", + "name": "Number of required Cores to enable SQL AHB" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"cd7477ac-acd6-4894-b929-53348c7640e8\",\"mergeType\":\"inner\",\"leftTable\":\"API-Get_VM_SKU\",\"rightTable\":\"Get-SQL-AHB-Enabled\",\"leftColumn\":\"Name\",\"rightColumn\":\"VMSize\"}],\"projectRename\":[{\"originalName\":\"[Get-SQL-AHB-Enabled].SQLID\",\"mergedName\":\"SQLID\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[Get-SQL-AHB-Enabled].VMRG\",\"mergedName\":\"VMRG\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[Get-SQL-AHB-Enabled].VMLocation\",\"mergedName\":\"VMLocation\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[Get-SQL-AHB-Enabled].VMSize\",\"mergedName\":\"VMSize\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[API-Get_VM_SKU].vCPUs\",\"mergedName\":\"vCPUs\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[Added column]\",\"mergedName\":\"Consumed Cores\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCPUs\",\"operator\":\"<\",\"rightValType\":\"static\",\"rightVal\":\"4\",\"resultValType\":\"expression\",\"resultVal\":\"4\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"round([\\\"vCPUs\\\"] / 4) * 4\"}}]},{\"originalName\":\"[Added column]\",\"mergedName\":\"Prioritize AHB?\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCPUs\",\"operator\":\"<\",\"rightValType\":\"static\",\"rightVal\":\"4\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"Low Priority\\\"\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"High Priority\\\"\"}}]},{\"originalName\":\"[Get-SQL-AHB-Enabled].SQLVersion\",\"mergedName\":\"SQLVersion\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[Get-SQL-AHB-Enabled].SQLSKU\",\"mergedName\":\"SQLSKU\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[Get-SQL-AHB-Enabled].SQLAgentType\",\"mergedName\":\"SQLAgentType\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[Get-SQL-AHB-Enabled].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[Get-SQL-AHB-Enabled].SubscriptionName\",\"mergedName\":\"SubscriptionName\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[API-Get_VM_SKU].Name\",\"mergedName\":\"Name\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[API-Get_VM_SKU].MemoryGB\",\"mergedName\":\"MemoryGB\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[API-Get_VM_SKU].MaxNetworkInterfaces\",\"mergedName\":\"MaxNetworkInterfaces\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[API-Get_VM_SKU].HyperVGenerations\",\"mergedName\":\"HyperVGenerations\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[API-Get_VM_SKU].vCPUsPerCore\",\"mergedName\":\"vCPUsPerCore\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[Get-SQL-AHB-Enabled].VMName\",\"mergedName\":\"VMName\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[Get-SQL-AHB-Enabled].SQLID1\",\"mergedName\":\"SQLID1\",\"fromId\":\"unknown\"}]}", + "size": 0, + "title": "SQL VM AHB Consumed Cores per VM", + "noDataMessage": "None of your VMs have AHB enabled.", + "noDataMessageStyle": 4, + "showRefreshButton": true, + "queryType": 7, + "visualization": "piechart", + "gridSettings": { + "formatters": [ + { + "columnMatch": "Prioritize AHB?", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "High Priority", + "representation": "Sev0", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "Low Priority", + "representation": "2", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "unknown", + "text": "{0}{1}" + } + ] + } + } + ] + }, + "chartSettings": { + "yAxis": [ + "Consumed Cores" + ], + "group": "VMName", + "createOtherGroup": null + } + }, + "customWidth": "33", + "name": "Summary SQL+SKU AHB Enabled - per VM" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"cd7477ac-acd6-4894-b929-53348c7640e8\",\"mergeType\":\"inner\",\"leftTable\":\"API-Get_VM_SKU\",\"rightTable\":\"Get-SQL-AHB-Enabled\",\"leftColumn\":\"Name\",\"rightColumn\":\"VMSize\"}],\"projectRename\":[{\"originalName\":\"[Get-SQL-AHB-Enabled].SQLID\",\"mergedName\":\"SQLID\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[Get-SQL-AHB-Enabled].VMRG\",\"mergedName\":\"VMRG\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[Get-SQL-AHB-Enabled].VMLocation\",\"mergedName\":\"VMLocation\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[Get-SQL-AHB-Enabled].VMSize\",\"mergedName\":\"VMSize\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[API-Get_VM_SKU].vCPUs\",\"mergedName\":\"vCPUs\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[Added column]\",\"mergedName\":\"Consumed Cores\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCPUs\",\"operator\":\"<\",\"rightValType\":\"static\",\"rightVal\":\"4\",\"resultValType\":\"expression\",\"resultVal\":\"4\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"round([\\\"vCPUs\\\"] / 4) * 4\"}}]},{\"originalName\":\"[Added column]\",\"mergedName\":\"Prioritize AHB?\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCPUs\",\"operator\":\"<\",\"rightValType\":\"static\",\"rightVal\":\"4\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"Low Priority\\\"\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"High Priority\\\"\"}}]},{\"originalName\":\"[Get-SQL-AHB-Enabled].SQLVersion\",\"mergedName\":\"SQLVersion\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[Get-SQL-AHB-Enabled].SQLSKU\",\"mergedName\":\"SQLSKU\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[Get-SQL-AHB-Enabled].SQLAgentType\",\"mergedName\":\"SQLAgentType\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[Get-SQL-AHB-Enabled].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[Get-SQL-AHB-Enabled].SubscriptionName\",\"mergedName\":\"SubscriptionName\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[Get-SQL-AHB-Enabled].SQLID1\",\"mergedName\":\"SQLID1\",\"fromId\":\"unknown\"},{\"originalName\":\"[API-Get_VM_SKU].Name\"},{\"originalName\":\"[API-Get_VM_SKU].MemoryGB\"},{\"originalName\":\"[API-Get_VM_SKU].MaxNetworkInterfaces\"},{\"originalName\":\"[API-Get_VM_SKU].HyperVGenerations\"},{\"originalName\":\"[API-Get_VM_SKU].vCPUsPerCore\"},{\"originalName\":\"[Get-SQL-AHB-Enabled].VMName\"}]}", + "size": 0, + "title": "SQL VM AHB Consumed Cores per Priority", + "noDataMessage": "None of your VMs have AHB enabled.", + "noDataMessageStyle": 4, + "showRefreshButton": true, + "queryType": 7, + "visualization": "piechart", + "gridSettings": { + "formatters": [ + { + "columnMatch": "Prioritize AHB?", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "High Priority", + "representation": "Sev0", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "Low Priority", + "representation": "2", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "unknown", + "text": "{0}{1}" + } + ] + } + } + ] + }, + "chartSettings": { + "group": "Prioritize AHB?", + "createOtherGroup": null + } + }, + "customWidth": "33", + "showPin": false, + "name": "Summary SQL+SKU AHB Enabled -" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"cd7477ac-acd6-4894-b929-53348c7640b5\",\"mergeType\":\"inner\",\"leftTable\":\"API-Get_VM_SKU\",\"rightTable\":\"Get-SQL-AHB-Disabled\",\"leftColumn\":\"Name\",\"rightColumn\":\"VMSize\"}],\"projectRename\":[{\"originalName\":\"[Added column]\",\"mergedName\":\"Consumed Cores\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCPUs\",\"operator\":\"<\",\"rightValType\":\"static\",\"rightVal\":\"4\",\"resultValType\":\"expression\",\"resultVal\":\"4\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"([\\\"vCPUs\\\"] +3) & ~3\"}}]},{\"originalName\":\"[Added column]\",\"mergedName\":\"Prioritize AHB?\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCPUs\",\"operator\":\"<\",\"rightValType\":\"static\",\"rightVal\":\"4\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"Low Priority\\\"\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"High Priority\\\"\"}}]},{\"originalName\":\"[API-Get_VM_SKU].Name\",\"mergedName\":\"Name\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640b5\"},{\"originalName\":\"[API-Get_VM_SKU].vCPUs\",\"mergedName\":\"vCPUs\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640b5\"},{\"originalName\":\"[API-Get_VM_SKU].MemoryGB\",\"mergedName\":\"MemoryGB\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640b5\"},{\"originalName\":\"[API-Get_VM_SKU].MaxNetworkInterfaces\",\"mergedName\":\"MaxNetworkInterfaces\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640b5\"},{\"originalName\":\"[API-Get_VM_SKU].HyperVGenerations\",\"mergedName\":\"HyperVGenerations\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640b5\"},{\"originalName\":\"[API-Get_VM_SKU].vCPUsPerCore\",\"mergedName\":\"vCPUsPerCore\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640b5\"},{\"originalName\":\"[Get-SQL-AHB-Disabled].SQLID\",\"mergedName\":\"SQLID\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640b5\"},{\"originalName\":\"[Get-SQL-AHB-Disabled].VMName\",\"mergedName\":\"VMName\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640b5\"},{\"originalName\":\"[Get-SQL-AHB-Disabled].VMRG\",\"mergedName\":\"VMRG\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640b5\"},{\"originalName\":\"[Get-SQL-AHB-Disabled].VMLocation\",\"mergedName\":\"VMLocation\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640b5\"},{\"originalName\":\"[Get-SQL-AHB-Disabled].VMSize\",\"mergedName\":\"VMSize\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640b5\"},{\"originalName\":\"[Get-SQL-AHB-Disabled].SQLVersion\",\"mergedName\":\"SQLVersion\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640b5\"},{\"originalName\":\"[Get-SQL-AHB-Disabled].SQLSKU\",\"mergedName\":\"SQLSKU\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640b5\"},{\"originalName\":\"[Get-SQL-AHB-Disabled].SQLAgentType\",\"mergedName\":\"SQLAgentType\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640b5\"},{\"originalName\":\"[Get-SQL-AHB-Disabled].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640b5\"},{\"originalName\":\"[Get-SQL-AHB-Disabled].SubscriptionName\",\"mergedName\":\"SubscriptionName\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640b5\"},{\"originalName\":\"[Get-SQL-AHB-Disabled].SQLID1\",\"mergedName\":\"SQLID1\",\"fromId\":\"unknown\"}]}", 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"microsoft.operationalinsights/workspaces" + }, + "name": "SQL AHB Disabled" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"cd7477ac-acd6-4894-b929-53348c7640b5\",\"mergeType\":\"inner\",\"leftTable\":\"API-Get_VM_SKU\",\"rightTable\":\"Get-SQL-AHB-Disabled\",\"leftColumn\":\"Name\",\"rightColumn\":\"VMSize\"}],\"projectRename\":[{\"originalName\":\"[Get-SQL-AHB-Disabled].SQLID\",\"mergedName\":\"VM 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+ "size": 0, + "title": "SQL VM AHB Disabled", + "noDataMessage": "All of your VMs have AHB enabled.", + "noDataMessageStyle": 3, + "showExportToExcel": true, + "queryType": 7, + "gridSettings": { + "formatters": [ + { + "columnMatch": "$gen_group", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "Group", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "Prioritize AHB?", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "High Priority", + "representation": "Sev0", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "Low Priority", + "representation": "warning", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "success", + "text": "{0}{1}" + } + ] + } + } + ], + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "SubscriptionName" + ], + "expandTopLevel": true + }, + "labelSettings": [ + { + "columnId": "VM Name", + "label": "Name" + }, + { + "columnId": "VMRG", + "label": "Resource Group" + }, + { + "columnId": "VMLocation", + "label": "Location" + }, + { + "columnId": "VMSize", + "label": "SKU" + }, + { + "columnId": "vCPUs", + "label": "Number of vCPU" + }, + { + "columnId": "Consumed Cores", + "label": "Consumed Cores" + }, + { + "columnId": "SQLVersion", + "label": "SQL Version" + }, + { + "columnId": "SQLSKU", + "label": "SQL SKU" + }, + { + "columnId": "SQLAgentType", + "label": "SQL Agent" + }, + { + "columnId": "LicenseType", + "label": "License Type" + }, + { + "columnId": "SubscriptionName", + "label": "Subscription Name" + }, + { + "columnId": "SQLID1", + "label": "Resource ID" + } + ] + }, + "sortBy": [] + }, + "conditionalVisibility": { + "parameterName": "SQLVMAHBDisabled", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "SQL+SKU AHB Disabled" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"cd7477ac-acd6-4894-b929-53348c7640e8\",\"mergeType\":\"inner\",\"leftTable\":\"API-Get_VM_SKU\",\"rightTable\":\"Get-SQL-AHB-Enabled\",\"leftColumn\":\"Name\",\"rightColumn\":\"VMSize\"}],\"projectRename\":[{\"originalName\":\"[Get-SQL-AHB-Enabled].SQLID\",\"mergedName\":\"SQLID\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[Get-SQL-AHB-Enabled].VMRG\",\"mergedName\":\"VMRG\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[Get-SQL-AHB-Enabled].VMLocation\",\"mergedName\":\"VMLocation\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[Get-SQL-AHB-Enabled].VMSize\",\"mergedName\":\"VMSize\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[API-Get_VM_SKU].vCPUs\",\"mergedName\":\"vCPUs\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[Added 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+ "size": 0, + "title": "SQL VM AHB Enabled", + "noDataMessage": "None of your VMs have AHB enabled.", + "noDataMessageStyle": 4, + "showExportToExcel": true, + "queryType": 7, + "gridSettings": { + "formatters": [ + { + "columnMatch": "$gen_group", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "Group", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "Prioritize AHB?", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "High Priority", + "representation": "Sev0", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "Low Priority", + "representation": "2", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "unknown", + "text": "{0}{1}" + } + ] + } + }, + { + "columnMatch": "Subscription", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + } + ], + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "SubscriptionName" + ], + "expandTopLevel": true + }, + "labelSettings": [ + { + "columnId": "SQLID", + "label": "Name" + }, + { + "columnId": "VMRG", + "label": "Resource Group" + }, + { + "columnId": "VMLocation", + "label": "Location" + }, + { + "columnId": "VMSize", + "label": "SKU" + }, + { + "columnId": "vCPUs", + "label": "Number of vCPU" + }, + { + "columnId": "Consumed Cores", + "label": "Consumed Cores" + }, + { + "columnId": "SQLVersion", + "label": "SQL Version" + }, + { + "columnId": "SQLSKU", + "label": "SQL SKU" + }, + { + "columnId": "SQLAgentType", + "label": "SQL Agent" + }, + { + "columnId": "LicenseType", + "label": "License Type" + }, + { + "columnId": "SubscriptionName", + "label": "Subscription Name" + }, + { + "columnId": "SQLID1", + "label": "Resource ID" + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "SQLAVMHUBEnabled", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "SQL+SKU AHB Enabled" + } + ] + }, + "name": "SQL Detailed Info" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "SQLVM" + }, + "name": "SQL VM" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "title": "SQL Database", + "items": [ + { + "type": 1, + "content": { + "json": "## SQL Databases Azure Hybrid Benefit (AHB) Overview" + }, + "name": "SQL Databases AHB" + }, + { + "type": 11, + "content": { + "version": "LinkItem/1.0", + "style": "tabs", + "links": [ + { + "id": "e4aa368f-dcf2-44a6-88f9-a395c04eb21f", + "cellValue": "SQLType", + "linkTarget": "parameter", + "linkLabel": "SQL Database", + "subTarget": "SQLDatabase", + "style": "link" + }, + { + "id": "a94e8dc2-34be-4d97-934d-c27e1816c4fe", + "cellValue": "SQLType", + "linkTarget": "parameter", + "linkLabel": "SQL ElasticPool", + "subTarget": "SQLElastic", + "style": "link" + } + ] + }, + "name": "links - 8" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 1, + "content": { + "json": "SQLDB" + }, + "name": "text - 0" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\"\r\n| extend SubscriptionName=name | join (resources | where type =~ 'Microsoft.Sql/servers/databases' and name != 'master' and tostring(properties.['licenseType']) == 'LicenseIncluded' and kind contains 'vcore' and kind !contains \"serverless\" and tostring(sku.name) != \"ElasticPool\"\r\n| extend SQLDBID=id,SQLName = name, SQLRG = resourceGroup, SKUName=tostring(sku.name), SKUTier=tostring(sku.tier), vCores=tostring(sku.capacity), SQLLocation = location, LicenseType = tostring(properties.['licenseType']), StorageAccountType=tostring(properties.['storageAccountType'])\r\n| extend CheckSQLDBAHB = case(\r\n type =~ 'Microsoft.Sql/servers/databases', iif((properties.['licenseType'])\r\n has 'LicenseIncluded', \"AHB Not Enabled\", \"AHB Enabled\"),\r\n\"Not SQL DB\"\r\n )\r\n) on subscriptionId \r\n| project SQLDBID,SQLName,SQLRG, SKUName, SKUTier, vCores, CheckSQLDBAHB,SQLLocation, LicenseType, StorageAccountType, SubscriptionName\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), SQLDBID=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct SQLDBID\r\n )\r\n on SQLDBID\r\n", + "size": 0, + "title": "AHB Disabled", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ] + }, + "conditionalVisibility": { + "parameterName": "AlwaysHidden", + "comparison": "isEqualTo", + "value": "true" + }, + "name": "SQLDB AHB Disabled" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\"\r\n| extend SubscriptionName=name | join (resources | where type =~ 'Microsoft.Sql/servers/databases' and name != 'master' and tostring(properties.['licenseType']) != 'LicenseIncluded' and kind contains 'vcore' and kind !contains \"serverless\" and tostring(sku.name) != \"ElasticPool\"\r\n| extend SQLDBID=id,SQLName = name, SQLRG = resourceGroup, SKUName=sku.name, SKUTier=sku.tier, SQLLocation = location, vCores=tostring(sku.capacity), LicenseType = tostring(properties.['licenseType']), StorageAccountType=tostring(properties.['storageAccountType'])) on subscriptionId \r\n| project SQLDBID,SQLName,SQLRG, SKUName, SKUTier, vCores, SQLLocation, LicenseType, StorageAccountType, SubscriptionName\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), SQLDBID=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct SQLDBID\r\n )\r\n on SQLDBID\r\n\r\n", + "size": 0, + "title": "AHB Enabled", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ] + }, + "conditionalVisibility": { + "parameterName": "AlwaysHidden", + "comparison": "isEqualTo", + "value": "true" + }, + "name": "SQLDB AHB Enabled" + }, + { + "type": 1, + "content": { + "json": "Apply to SQL Server 1 to 4 vCPUs exchange: For every 1 core of SQL Server Enterprise Edition, you get 4 vCPUs of SQL Managed Instance or Azure SQL Database general purpose and Hyperscale tiers, or 4 vCPUs of SQL Server Standard edition on Azure VMs.\r\n\r\nThe SQL virtual machines (VMs) with less than 4 cores are categorized as **Low Priority**, while those with 8 or more cores are classified as **High Priority**. In situations where there are insufficient Azure Hybrid benefit licenses to cover all the VMs in the environment, it is recommended to prioritize the High Priority VMs.\r\n\r\nFor Azure SQL Database, Azure Hybrid Benefit is only available when using the provisioned compute tier of the vCore-based purchasing model. Azure Hybrid Benefit doesn't apply to DTU-based purchasing models or the serverless compute tier.", + "style": "info" + }, + "name": "Apply to SQL Server 1 to 4 vCPUs " + }, + { + "type": 1, + "content": { + "json": "### AHB Overview\r\nSummary of all SQL Databases with and without SQL AHB.", + "style": "info" + }, + "name": " AHB Overview SQL DB" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "loadType": "explicit", + "loadButtonText": "Load SQL DB Info", + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\" | extend SubscriptionName=name \r\n| join (\r\n resources | where type =~ 'Microsoft.Sql/servers/databases' and name != 'master' and kind contains 'vcore' and kind !contains \"serverless\" and tostring(sku.name) != \"ElasticPool\"\r\n | extend SQLDBID=id,SQLName = name, SQLRG = resourceGroup, SKUName=sku.name, SKUTier=sku.tier, SQLLocation = location, LicenseType = tostring(properties.['licenseType']), StorageAccountType=tostring(properties.['storageAccountType'])\r\n | join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), SQLDBID=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct SQLDBID\r\n )\r\n on SQLDBID\r\n | extend CheckSQLDBAHB = case(\r\n type =~ 'Microsoft.Sql/servers/databases', iif((properties.['licenseType'])\r\n has 'LicenseIncluded', \"AHB Not Enabled\", \"AHB Enabled\"),\r\n \"Not SQL DB\"\r\n )\r\n ) on subscriptionId \r\n| summarize count() by SubscriptionName, CheckSQLDBAHB", + "size": 0, + "title": "Summary of SQL Databases with or without AHB per Subscription", + "showRefreshButton": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "table", + "gridSettings": { + "formatters": [ + { + "columnMatch": "Prioritize AHB?", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "High Priority", + "representation": "Sev0", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "Low Priority", + "representation": "2", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "unknown", + "text": "{0}{1}" + } + ] + } + } + ], + "labelSettings": [ + { + "columnId": "SubscriptionName", + "label": "Subscription Name" + }, + { + "columnId": "CheckSQLDBAHB", + "label": "Is AHB enabled?" + }, + { + "columnId": "count_", + "label": "Number of resources" + } + ] + }, + "tileSettings": { + "titleContent": { + "columnMatch": "CheckSQLDBAHB", + "formatter": 1 + }, + "subtitleContent": { + "columnMatch": "SubscriptionName", + "formatter": 1 + }, + "leftContent": { + "columnMatch": "count_", + "formatter": 12, + "formatOptions": { + "palette": "auto" + } + }, + "showBorder": false, + "size": "auto" + }, + "chartSettings": { + "xAxis": "SubscriptionName" + } + }, + "customWidth": "50", + "name": "Summary of SQL DBs with or without AHB per subs" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\" | extend SubscriptionName=name \r\n| join (\r\n resources | where type =~ 'Microsoft.Sql/servers/databases' and name != 'master' and kind contains 'vcore' and kind !contains \"serverless\" and tostring(sku.name) != \"ElasticPool\"\r\n | extend SQLDBID=id,SQLName = name, SQLRG = resourceGroup, SKUName=sku.name, SKUTier=sku.tier, SQLLocation = location, LicenseType = tostring(properties.['licenseType']), StorageAccountType=tostring(properties.['storageAccountType'])\r\n | join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), SQLDBID=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct SQLDBID\r\n )\r\n on SQLDBID\r\n | extend CheckSQLDBAHB = case(\r\n type =~ 'Microsoft.Sql/servers/databases', iif((properties.['licenseType'])\r\n has 'LicenseIncluded', \"AHB Not Enabled\", \"AHB Enabled\"),\r\n \"Not SQL DB\"\r\n )\r\n ) on subscriptionId \r\n| summarize count() by CheckSQLDBAHB", + "size": 0, + "title": "Summary of SQL Databases with or without AHB", + "showRefreshButton": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "piechart", + "gridSettings": { + "formatters": [ + { + "columnMatch": "Prioritize AHB?", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "High Priority", + "representation": "Sev0", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "Low Priority", + "representation": "2", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "unknown", + "text": "{0}{1}" + } + ] + } + } + ] + }, + "tileSettings": { + "titleContent": { + "columnMatch": "CheckSQLDBAHB", + "formatter": 1 + }, + "subtitleContent": { + "columnMatch": "SubscriptionName", + "formatter": 1 + }, + "leftContent": { + "columnMatch": "count_", + "formatter": 12, + "formatOptions": { + "palette": "auto" + } + }, + "showBorder": false, + "size": "auto" + }, + "chartSettings": { + "xAxis": "SubscriptionName" + } + }, + "customWidth": "50", + "name": "Summary of SQL DBs with or without AHB " + }, + { + "type": 1, + "content": { + "json": "### Consumed Licenses\r\nTotal number of SQL licenses cores consumed by all SQL Databases\r\n", + "style": "info" + }, + "customWidth": "50", + "name": "Total number of SQL licenses cores consumed" + }, + { + "type": 1, + "content": { + "json": "### Number of required Cores to enable SQL Azure Hybrid Benefit\r\nNumber of cores required to enable SQL AHB across the entire environment.\r\n\r\n\r\n", + "style": "info" + }, + "customWidth": "50", + "name": "Text SQL DB" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"f65bea23-bb49-4498-b331-c20c618071c2\",\"mergeType\":\"table\",\"leftTable\":\"SQLDB AHB Enabled\"}],\"projectRename\":[{\"originalName\":\"[Added column]\",\"mergedName\":\"Consumed Cores\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCores\",\"operator\":\"<\",\"rightValType\":\"static\",\"rightVal\":\"4\",\"resultValType\":\"expression\",\"resultVal\":\"4\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"round([\\\"vCPUs\\\"] / 4) * 4\"}}]},{\"originalName\":\"[Added column]\",\"mergedName\":\"Prioritize AHB?\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCores\",\"operator\":\"<\",\"rightValType\":\"static\",\"rightVal\":\"4\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"Low Priority\\\"\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"High Priority\\\"\"}}]},{\"originalName\":\"[SQLDB AHB Enabled].SQLDBID\",\"mergedName\":\"SQLDBID\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLDB AHB Enabled].SQLName\",\"mergedName\":\"SQLName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLDB AHB Enabled].SQLRG\",\"mergedName\":\"SQLRG\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLDB AHB Enabled].SKUName\",\"mergedName\":\"SKUName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLDB AHB Enabled].SKUTier\",\"mergedName\":\"SKUTier\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLDB AHB Enabled].SQLLocation\",\"mergedName\":\"SQLLocation\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLDB AHB Enabled].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLDB AHB Enabled].StorageAccountType\",\"mergedName\":\"StorageAccountType\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLDB AHB Enabled].SubscriptionName\",\"mergedName\":\"SubscriptionName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLDB AHB Enabled].vCores\",\"mergedName\":\"vCores\",\"fromId\":\"unknown\"},{\"originalName\":\"[SQLDB AHB Enabled].SQLDBID1\",\"mergedName\":\"SQLDBID1\",\"fromId\":\"unknown\"}]}", + "size": 0, + "title": "SQL DB AHB Consumed Cores per VM", + "noDataMessage": "None of your SQL DB have AHB enabled.", + "noDataMessageStyle": 4, + "showRefreshButton": true, + "queryType": 7, + "visualization": "piechart", + "gridSettings": { + "formatters": [ + { + "columnMatch": "Prioritize AHB?", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "High Priority", + "representation": "Sev0", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "Low Priority", + "representation": "2", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "unknown", + "text": "{0}{1}" + } + ] + } + } + ] + }, + "chartSettings": { + "yAxis": [ + "Consumed Cores" + ], + "group": "SQLName", + "createOtherGroup": null + } + }, + "customWidth": "33", + "name": "Summary SQLDB+SKU AHB Enabled - per VM" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"f65bea23-bb49-4498-b331-c20c618071c2\",\"mergeType\":\"table\",\"leftTable\":\"SQLDB AHB Enabled\"}],\"projectRename\":[{\"originalName\":\"[Added column]\",\"mergedName\":\"Consumed Cores\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCores\",\"operator\":\"<\",\"rightValType\":\"static\",\"rightVal\":\"4\",\"resultValType\":\"expression\",\"resultVal\":\"4\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"round([\\\"vCPUs\\\"] / 4) * 4\"}}]},{\"originalName\":\"[Added column]\",\"mergedName\":\"Prioritize AHB?\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCores\",\"operator\":\"<\",\"rightValType\":\"static\",\"rightVal\":\"4\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"Low Priority\\\"\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"High Priority\\\"\"}}]},{\"originalName\":\"[SQLDB AHB Enabled].SQLDBID\",\"mergedName\":\"SQLDBID\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLDB AHB Enabled].SQLName\",\"mergedName\":\"SQLName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLDB AHB Enabled].SQLRG\",\"mergedName\":\"SQLRG\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLDB AHB Enabled].SKUName\",\"mergedName\":\"SKUName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLDB AHB Enabled].SKUTier\",\"mergedName\":\"SKUTier\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLDB AHB Enabled].SQLLocation\",\"mergedName\":\"SQLLocation\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLDB AHB Enabled].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLDB AHB Enabled].StorageAccountType\",\"mergedName\":\"StorageAccountType\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLDB AHB Enabled].SubscriptionName\",\"mergedName\":\"SubscriptionName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLDB AHB Enabled].vCores\",\"mergedName\":\"vCores\",\"fromId\":\"unknown\"},{\"originalName\":\"[SQLDB AHB Enabled].SQLDBID1\",\"mergedName\":\"SQLDBID1\",\"fromId\":\"unknown\"}]}", + "size": 0, + "title": "SQL DB AHB Consumed Cores per Priority", + "noDataMessage": "None of your SQL DB have AHB enabled.", + "noDataMessageStyle": 4, + "showRefreshButton": true, + "queryType": 7, + "visualization": "piechart", + "gridSettings": { + "formatters": [ + { + "columnMatch": "Prioritize AHB?", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "High Priority", + "representation": "Sev0", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "Low Priority", + "representation": "2", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "unknown", + "text": "{0}{1}" + } + ] + } + } + ] + }, + "chartSettings": { + "yAxis": [ + "Consumed Cores" + ], + "group": "Prioritize AHB?", + "createOtherGroup": null + } + }, + "customWidth": "33", + "name": "Summary SQLDB+SKU AHB Enabled - per Priority" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"f65bea23-bb49-4498-b331-c20c618071c2\",\"mergeType\":\"table\",\"leftTable\":\"SQLDB AHB Disabled\"}],\"projectRename\":[{\"originalName\":\"[Added column]\",\"mergedName\":\"Consumed Cores\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCores\",\"operator\":\"<\",\"rightValType\":\"static\",\"rightVal\":\"4\",\"resultValType\":\"expression\",\"resultVal\":\"4\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"round([\\\"vCPUs\\\"] / 4) * 4\"}}]},{\"originalName\":\"[Added column]\",\"mergedName\":\"Prioritize AHB?\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCores\",\"operator\":\"<\",\"rightValType\":\"static\",\"rightVal\":\"4\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"Low Priority\\\"\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"High Priority\\\"\"}}]},{\"originalName\":\"[SQLDB AHB Disabled].SQLDBID\",\"mergedName\":\"SQLDBID\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLDB AHB Disabled].SQLName\",\"mergedName\":\"SQLName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLDB AHB Disabled].SQLRG\",\"mergedName\":\"SQLRG\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLDB AHB Disabled].SKUName\",\"mergedName\":\"SKUName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLDB AHB Disabled].SKUTier\",\"mergedName\":\"SKUTier\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLDB AHB Disabled].vCores\",\"mergedName\":\"vCores\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLDB AHB Disabled].CheckSQLDBAHB\",\"mergedName\":\"CheckSQLDBAHB\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLDB AHB Disabled].SQLLocation\",\"mergedName\":\"SQLLocation\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLDB AHB Disabled].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLDB AHB Disabled].StorageAccountType\",\"mergedName\":\"StorageAccountType\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLDB AHB Disabled].SubscriptionName\",\"mergedName\":\"SubscriptionName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLDB AHB Disabled].SQLDBID1\",\"mergedName\":\"SQLDBID1\",\"fromId\":\"unknown\"}]}", + "size": 0, + "title": "SQL DB AHB Cores not enabled per AHB Priority", + "noDataMessage": "All of your SQL DB have AHB enabled.", + "noDataMessageStyle": 3, + "showRefreshButton": true, + "queryType": 7, + "visualization": "piechart", + "gridSettings": { + "formatters": [ + { + "columnMatch": "Prioritize AHB?", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "High Priority", + "representation": "Sev0", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "Low Priority", + "representation": "2", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "unknown", + "text": "{0}{1}" + } + ] + } + } + ] + }, + "chartSettings": { + "yAxis": [ + "Consumed Cores" + ], + "group": "Prioritize AHB?", + "createOtherGroup": null + } + }, + "customWidth": "33", + "name": "Summary SQLDB+SKU AHB Disabled - per Priority" + } + ] + }, + "name": "SQL DB Info" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "parameters": [ + { + "id": "ae5e8765-47ef-46a6-803b-6b7124c098d2", + "version": "KqlParameterItem/1.0", + "name": "SQLDBHUBEnabled", + "label": "See SQL DBs with AHB", + "type": 2, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "jsonData": "[\r\n {\"value\":\"Yes\"},\r\n {\"value\":\"No\", \"selected\":true}\r\n]\r\n\r\n", + "timeContext": { + "durationMs": 86400000 + } + }, + { + "id": "f1ac5e53-253c-4afb-8bc5-b1ba2efea3eb", + "version": "KqlParameterItem/1.0", + "name": "SQLDBAHBDisabled", + "label": "See SQL DBs without AHB", + "type": 2, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "jsonData": "[\r\n {\"value\":\"Yes\"},\r\n {\"value\":\"No\", \"selected\":true}\r\n]\r\n\r\n" + } + ], + "style": "pills", + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces" + }, + "name": "SQL DB Without AHB" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"f65bea23-bb49-4498-b331-c20c618071ed\",\"mergeType\":\"table\",\"leftTable\":\"SQLDB AHB Disabled\"}],\"projectRename\":[{\"originalName\":\"[SQLDB AHB Disabled].SQLDBID\",\"mergedName\":\"SQLDBID\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071ed\"},{\"originalName\":\"[SQLDB AHB Disabled].SQLName\",\"mergedName\":\"SQLName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071ed\"},{\"originalName\":\"[SQLDB AHB Disabled].SQLRG\",\"mergedName\":\"SQLRG\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071ed\"},{\"originalName\":\"[SQLDB AHB Disabled].SKUName\",\"mergedName\":\"SKUName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071ed\"},{\"originalName\":\"[SQLDB AHB Disabled].SKUTier\",\"mergedName\":\"SKUTier\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071ed\"},{\"originalName\":\"[SQLDB AHB Disabled].vCores\",\"mergedName\":\"vCores\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071ed\"},{\"originalName\":\"[SQLDB AHB Disabled].CheckSQLDBAHB\",\"mergedName\":\"CheckSQLDBAHB\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071ed\"},{\"originalName\":\"[SQLDB AHB Disabled].SQLLocation\",\"mergedName\":\"SQLLocation\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071ed\"},{\"originalName\":\"[SQLDB AHB Disabled].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071ed\"},{\"originalName\":\"[SQLDB AHB Disabled].StorageAccountType\",\"mergedName\":\"StorageAccountType\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071ed\"},{\"originalName\":\"[SQLDB AHB Disabled].SubscriptionName\",\"mergedName\":\"SubscriptionName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071ed\"},{\"originalName\":\"[SQLDB AHB Disabled].SQLDBID1\",\"mergedName\":\"SQLDBID1\",\"fromId\":\"unknown\"}]}", + "size": 0, + "title": "SQL DB AHB Disabled", + "noDataMessage": "All of your SQL DBs have AHB enabled.", + "showExportToExcel": true, + "queryType": 7, + "gridSettings": { + "formatters": [ + { + "columnMatch": "$gen_group", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "Group", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "SubscriptionName", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + } + ], + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "SubscriptionName" + ], + "expandTopLevel": true + }, + "labelSettings": [ + { + "columnId": "SQLDBID", + "label": "Database Name" + }, + { + "columnId": "SQLName", + "label": "Server Name" + }, + { + "columnId": "SQLRG", + "label": "Resource Group" + }, + { + "columnId": "SKUName", + "label": "SKU" + }, + { + "columnId": "SKUTier", + "label": "SKU Tier" + }, + { + "columnId": "vCores", + "label": "Number of vCore" + }, + { + "columnId": "CheckSQLDBAHB", + "label": "Is AHB enabled?" + }, + { + "columnId": "SQLLocation", + "label": "Location" + }, + { + "columnId": "LicenseType", + "label": "License Type" + }, + { + "columnId": "StorageAccountType", + "label": "Storage Account Type" + }, + { + "columnId": "SubscriptionName", + "label": "Subscription Name" + }, + { + "columnId": "SQLDBID1", + "label": "Resource ID" + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "SQLDBAHBDisabled", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "SQL DB Disabled" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"f65bea23-bb49-4498-b331-c20c618071f9\",\"mergeType\":\"table\",\"leftTable\":\"SQLDB AHB Enabled\"}],\"projectRename\":[{\"originalName\":\"[SQLDB AHB Enabled].SQLDBID\",\"mergedName\":\"SQLDBID\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071f9\"},{\"originalName\":\"[SQLDB AHB Enabled].SQLName\",\"mergedName\":\"SQLName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071f9\"},{\"originalName\":\"[SQLDB AHB Enabled].SQLRG\",\"mergedName\":\"SQLRG\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071f9\"},{\"originalName\":\"[SQLDB AHB Enabled].SKUName\",\"mergedName\":\"SKUName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071f9\"},{\"originalName\":\"[SQLDB AHB Enabled].SKUTier\",\"mergedName\":\"SKUTier\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071f9\"},{\"originalName\":\"[SQLDB AHB Enabled].SQLLocation\",\"mergedName\":\"SQLLocation\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071f9\"},{\"originalName\":\"[SQLDB AHB Enabled].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071f9\"},{\"originalName\":\"[SQLDB AHB Enabled].StorageAccountType\",\"mergedName\":\"StorageAccountType\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071f9\"},{\"originalName\":\"[SQLDB AHB Enabled].SubscriptionName\",\"mergedName\":\"SubscriptionName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071f9\"},{\"originalName\":\"[SQLDB AHB Enabled].vCores\",\"mergedName\":\"vCores\",\"fromId\":\"unknown\"},{\"originalName\":\"[SQLDB AHB Enabled].SQLDBID1\",\"mergedName\":\"SQLDBID1\",\"fromId\":\"unknown\"}]}", + "size": 0, + "title": "SQL DB AHB Enabled", + "noDataMessage": "None of you SQL DBs have AHB enabled.", + "noDataMessageStyle": 4, + "showExportToExcel": true, + "queryType": 7, + "gridSettings": { + "labelSettings": [ + { + "columnId": "SQLDBID", + "label": "Name" + }, + { + "columnId": "SQLName", + "label": "Database Name" + }, + { + "columnId": "SQLRG", + "label": "Resource Group" + }, + { + "columnId": "SKUName", + "label": "SKU" + }, + { + "columnId": "SKUTier", + "label": "SKU Tier" + }, + { + "columnId": "SQLLocation", + "label": "Location" + }, + { + "columnId": "LicenseType", + "label": "License Type" + }, + { + "columnId": "StorageAccountType", + "label": "Storage Account Type" + }, + { + "columnId": "SubscriptionName", + "label": "Subscription Name" + }, + { + "columnId": "vCores", + "label": "Number of vCore" + }, + { + "columnId": "SQLDBID1", + "label": "Resource ID" + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "SQLDBHUBEnabled", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "SQL DB AHB Enabled" + } + ] + }, + "name": "Load SQL DB Detailed Info" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SQLType", + "comparison": "isEqualTo", + "value": "SQLDatabase" + }, + "name": "SQLDatabase" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 1, + "content": { + "json": "SQL Elastic Pool" + }, + "name": "text - 0" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\"\r\n| extend SubscriptionName=name | join (resources\r\n| where type =~ 'Microsoft.Sql/servers/elasticPools' and tostring(properties.['licenseType']) == 'LicenseIncluded' and kind contains 'vcore' and kind !contains \"serverless\"\r\n| extend SQLDBID=id,SQLName = name, SQLRG = resourceGroup, SKUName=tostring(sku.name), SKUTier=tostring(sku.tier), vCores=tostring(sku.capacity), SQLLocation = location, LicenseType = tostring(properties.['licenseType'])\r\n| extend CheckSQLDBAHB = case(\r\n type =~ 'Microsoft.Sql/servers/elasticPools', iif((properties.['licenseType'])\r\n has 'LicenseIncluded', \"AHB Not Enabled\", \"AHB Enabled\"),\r\n\"Not SQL DB\"\r\n )\r\n) on subscriptionId \r\n| project SQLDBID,SQLName,SQLRG, SKUName, SKUTier, vCores, CheckSQLDBAHB,SQLLocation, LicenseType, SubscriptionName\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), SQLDBID=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct SQLDBID\r\n )\r\n on SQLDBID\r\n", + "size": 0, + "title": "AHB Disabled", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ] + }, + "conditionalVisibility": { + "parameterName": "AlwaysHidden", + "comparison": "isEqualTo", + "value": "true" + }, + "name": "SQLElastic AHB Disabled" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\"\r\n| extend SubscriptionName=name | join (resources\r\n| where type =~ 'Microsoft.Sql/servers/elasticPools' and tostring(properties.['licenseType']) != 'LicenseIncluded' and kind contains 'vcore' and kind !contains \"serverless\"\r\n| extend SQLDBID=id,SQLName = name, SQLRG = resourceGroup, SKUName=tostring(sku.name), SKUTier=tostring(sku.tier), vCores=tostring(sku.capacity), SQLLocation = location, LicenseType = tostring(properties.['licenseType'])\r\n| extend CheckSQLDBAHB = case(\r\n type =~ 'Microsoft.Sql/servers/elasticPools', iif((properties.['licenseType'])\r\n has 'LicenseIncluded', \"AHB Not Enabled\", \"AHB Enabled\"),\r\n\"Not SQL DB\"\r\n ) \r\n ) on subscriptionId \r\n| project SQLDBID,SQLName,SQLRG, SKUName, SKUTier, vCores, SQLLocation, LicenseType, CheckSQLDBAHB, SubscriptionName\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), SQLDBID=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct SQLDBID\r\n )\r\n on SQLDBID\r\n\r\n", + "size": 0, + "title": "AHB Enabled", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ] + }, + "conditionalVisibility": { + "parameterName": "AlwaysHidden", + "comparison": "isEqualTo", + "value": "true" + }, + "name": "SQLElastic AHB Enabled" + }, + { + "type": 1, + "content": { + "json": "Apply to SQL Server 1 to 4 vCPUs exchange: For every 1 core of SQL Server Enterprise Edition, you get 4 vCPUs of SQL Managed Instance or Azure SQL Database general purpose and Hyperscale tiers, or 4 vCPUs of SQL Server Standard edition on Azure VMs.\r\n\r\nThe SQL virtual machines (VMs) with less than 4 cores are categorized as **Low Priority**, while those with 8 or more cores are classified as **High Priority**. In situations where there are insufficient Azure Hybrid benefit licenses to cover all the VMs in the environment, it is recommended to prioritize the High Priority VMs.\r\n\r\nFor Azure SQL Database, Azure Hybrid Benefit is only available when using the provisioned compute tier of the vCore-based purchasing model. Azure Hybrid Benefit doesn't apply to DTU-based purchasing models or the serverless compute tier.", + "style": "info" + }, + "name": "Apply to SQL Elastic Server 1 to 4 vCPUs " + }, + { + "type": 1, + "content": { + "json": "### AHB Overview\r\nSummary of all SQL Databases with and without SQL AHB.", + "style": "info" + }, + "name": " AHB Overview SQL Elastic" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "loadType": "explicit", + "loadButtonText": "Load SQL DB Info", + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\" | extend SubscriptionName=name \r\n| join (\r\nresources\r\n| where type =~ 'Microsoft.Sql/servers/elasticPools' and kind contains 'vcore' and kind !contains \"serverless\"\r\n| extend SQLDBID=id,SQLName = name, SQLRG = resourceGroup, SKUName=tostring(sku.name), SKUTier=tostring(sku.tier), vCores=tostring(sku.capacity), SQLLocation = location, LicenseType = tostring(properties.['licenseType'])\r\n | join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), SQLDBID=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct SQLDBID\r\n )\r\n on SQLDBID\r\n | extend CheckSQLDBAHB = case(\r\n type =~ 'Microsoft.Sql/servers/elasticPools', iif((properties.['licenseType'])\r\n has 'LicenseIncluded', \"AHB Not Enabled\", \"AHB Enabled\"),\r\n \"Not SQL DB\"\r\n )\r\n ) on subscriptionId \r\n| summarize count() by SubscriptionName, CheckSQLDBAHB", + "size": 0, + "title": "Summary of SQL Databases with or without AHB per Subscription", + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "table", + "gridSettings": { + "formatters": [ + { + "columnMatch": "Prioritize AHB?", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "High Priority", + "representation": "Sev0", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "Low Priority", + "representation": "2", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "unknown", + "text": "{0}{1}" + } + ] + } + } + ], + "labelSettings": [ + { + "columnId": "SubscriptionName", + "label": "Subscription Name" + }, + { + "columnId": "CheckSQLDBAHB", + "label": "Is AHB enabled?" + }, + { + "columnId": "count_", + "label": "Number of resources" + } + ] + }, + "tileSettings": { + "titleContent": { + "columnMatch": "CheckSQLDBAHB", + "formatter": 1 + }, + "subtitleContent": { + "columnMatch": "SubscriptionName", + "formatter": 1 + }, + "leftContent": { + "columnMatch": "count_", + "formatter": 12, + "formatOptions": { + "palette": "auto" + } + }, + "showBorder": false, + "size": "auto" + }, + "chartSettings": { + "xAxis": "SubscriptionName" + } + }, + "customWidth": "50", + "name": "Summary of SQL Elastic with or without AHB per subs" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\" | extend SubscriptionName=name \r\n| join (\r\nresources\r\n| where type =~ 'Microsoft.Sql/servers/elasticPools' and kind contains 'vcore' and kind !contains \"serverless\"\r\n| extend SQLDBID=id,SQLName = name, SQLRG = resourceGroup, SKUName=tostring(sku.name), SKUTier=tostring(sku.tier), vCores=tostring(sku.capacity), SQLLocation = location, LicenseType = tostring(properties.['licenseType'])\r\n | join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), SQLDBID=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct SQLDBID\r\n )\r\n on SQLDBID\r\n | extend CheckSQLDBAHB = case(\r\n type =~ 'Microsoft.Sql/servers/elasticPools', iif((properties.['licenseType'])\r\n has 'LicenseIncluded', \"AHB Not Enabled\", \"AHB Enabled\"),\r\n \"Not SQL DB\"\r\n )\r\n ) on subscriptionId \r\n| summarize count() by CheckSQLDBAHB", + "size": 0, + "title": "Summary of SQL Databases with or without AHB", + "showRefreshButton": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "piechart", + "gridSettings": { + "formatters": [ + { + "columnMatch": "Prioritize AHB?", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "High Priority", + "representation": "Sev0", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "Low Priority", + "representation": "2", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "unknown", + "text": "{0}{1}" + } + ] + } + } + ] + }, + "tileSettings": { + "titleContent": { + "columnMatch": "CheckSQLDBAHB", + "formatter": 1 + }, + "subtitleContent": { + "columnMatch": "SubscriptionName", + "formatter": 1 + }, + "leftContent": { + "columnMatch": "count_", + "formatter": 12, + "formatOptions": { + "palette": "auto" + } + }, + "showBorder": false, + "size": "auto" + }, + "chartSettings": { + "xAxis": "SubscriptionName" + } + }, + "customWidth": "50", + "name": "Summary of SQL DBs with or without AHB " + }, + { + "type": 1, + "content": { + "json": "### Consumed Licenses\r\nTotal number of SQL licenses cores consumed by all SQL Databases\r\n", + "style": "info" + }, + "customWidth": "50", + "name": "Total number of SQL licenses cores consumed" + }, + { + "type": 1, + "content": { + "json": "### Number of required Cores to enable SQL Azure Hybrid Benefit\r\nNumber of cores required to enable SQL AHB across the entire environment.\r\n\r\n\r\n", + "style": "info" + }, + "customWidth": "50", + "name": "Text SQL DB" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"f65bea23-bb49-4498-b331-c20c618071c2\",\"mergeType\":\"table\",\"leftTable\":\"SQLElastic AHB Enabled\"}],\"projectRename\":[{\"originalName\":\"[Added column]\",\"mergedName\":\"Consumed Cores\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCores\",\"operator\":\"<\",\"rightValType\":\"static\",\"rightVal\":\"4\",\"resultValType\":\"expression\",\"resultVal\":\"4\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"round([\\\"vCPUs\\\"] / 4) * 4\"}}]},{\"originalName\":\"[Added column]\",\"mergedName\":\"Prioritize AHB?\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCores\",\"operator\":\"<\",\"rightValType\":\"static\",\"rightVal\":\"4\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"Low Priority\\\"\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"High Priority\\\"\"}}]},{\"originalName\":\"[SQLElastic AHB Enabled].SQLDBID\",\"mergedName\":\"SQLDBID\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLElastic AHB Enabled].SQLName\",\"mergedName\":\"SQLName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLElastic AHB Enabled].SQLRG\",\"mergedName\":\"SQLRG\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLElastic AHB Enabled].SKUName\",\"mergedName\":\"SKUName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLElastic AHB Enabled].SKUTier\",\"mergedName\":\"SKUTier\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLElastic AHB Enabled].vCores\",\"mergedName\":\"vCores\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLElastic AHB Enabled].SQLLocation\",\"mergedName\":\"SQLLocation\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLElastic AHB Enabled].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLElastic AHB Enabled].CheckSQLDBAHB\",\"mergedName\":\"CheckSQLDBAHB\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLElastic AHB Enabled].SubscriptionName\",\"mergedName\":\"SubscriptionName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLElastic AHB Enabled].SQLDBID1\",\"mergedName\":\"SQLDBID1\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"}]}", + "size": 0, + "title": "SQL DB Elastic Pools AHB Consumed Cores per VM", + "noDataMessage": "None of your SQL DB Elastic Pools have AHB enabled.", + "noDataMessageStyle": 4, + "showRefreshButton": true, + "queryType": 7, + "visualization": "piechart", + "gridSettings": { + "formatters": [ + { + "columnMatch": "Prioritize AHB?", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "High Priority", + "representation": "Sev0", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "Low Priority", + "representation": "2", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "unknown", + "text": "{0}{1}" + } + ] + } + } + ] + }, + "chartSettings": { + "yAxis": [ + "vCores" + ], + "group": "SQLName", + "createOtherGroup": null + } + }, + "customWidth": "33", + "name": "Summary SQLElastic+SKU AHB Enabled - per VM" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"f65bea23-bb49-4498-b331-c20c618071c2\",\"mergeType\":\"table\",\"leftTable\":\"SQLElastic AHB Enabled\"}],\"projectRename\":[{\"originalName\":\"[Added column]\",\"mergedName\":\"Consumed Cores\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCores\",\"operator\":\"<\",\"rightValType\":\"static\",\"rightVal\":\"4\",\"resultValType\":\"expression\",\"resultVal\":\"4\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"round([\\\"vCPUs\\\"] / 4) * 4\"}}]},{\"originalName\":\"[Added column]\",\"mergedName\":\"Prioritize AHB?\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCores\",\"operator\":\"<\",\"rightValType\":\"static\",\"rightVal\":\"4\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"Low Priority\\\"\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"High Priority\\\"\"}}]},{\"originalName\":\"[SQLElastic AHB Enabled].SQLDBID\",\"mergedName\":\"SQLDBID\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLElastic AHB Enabled].SQLName\",\"mergedName\":\"SQLName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLElastic AHB Enabled].SQLRG\",\"mergedName\":\"SQLRG\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLElastic AHB Enabled].SKUName\",\"mergedName\":\"SKUName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLElastic AHB Enabled].SKUTier\",\"mergedName\":\"SKUTier\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLElastic AHB Enabled].vCores\",\"mergedName\":\"vCores\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLElastic AHB Enabled].SQLLocation\",\"mergedName\":\"SQLLocation\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLElastic AHB Enabled].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLElastic AHB Enabled].CheckSQLDBAHB\",\"mergedName\":\"CheckSQLDBAHB\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLElastic AHB Enabled].SubscriptionName\",\"mergedName\":\"SubscriptionName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLElastic AHB Enabled].SQLDBID1\",\"mergedName\":\"SQLDBID1\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"}]}", + "size": 0, + "title": "SQL Elastic AHB Consumed Cores per Priority", + "noDataMessage": "None of your SQL DB Elastic Pools have AHB enabled.", + "noDataMessageStyle": 4, + "showRefreshButton": true, + "queryType": 7, + "visualization": "piechart", + "gridSettings": { + "formatters": [ + { + "columnMatch": "Prioritize AHB?", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "High Priority", + "representation": "Sev0", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "Low Priority", + "representation": "2", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "unknown", + "text": "{0}{1}" + } + ] + } + } + ] + }, + "chartSettings": { + "yAxis": [ + "vCores" + ], + "group": "Prioritize AHB?", + "createOtherGroup": null + } + }, + "customWidth": "33", + "name": "Summary SQLElastic+SKU AHB Enabled - per Priority" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"f65bea23-bb49-4498-b331-c20c618071c2\",\"mergeType\":\"table\",\"leftTable\":\"SQLElastic AHB Disabled\"}],\"projectRename\":[{\"originalName\":\"[Added column]\",\"mergedName\":\"Consumed Cores\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCores\",\"operator\":\"<\",\"rightValType\":\"static\",\"rightVal\":\"4\",\"resultValType\":\"expression\",\"resultVal\":\"4\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"round([\\\"vCPUs\\\"] / 4) * 4\"}}]},{\"originalName\":\"[Added column]\",\"mergedName\":\"Prioritize AHB?\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCores\",\"operator\":\"<\",\"rightValType\":\"static\",\"rightVal\":\"4\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"Low Priority\\\"\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"High Priority\\\"\"}}]},{\"originalName\":\"[SQLElastic AHB Disabled].SQLDBID\",\"mergedName\":\"SQLDBID\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLElastic AHB Disabled].SQLName\",\"mergedName\":\"SQLName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLElastic AHB Disabled].SQLRG\",\"mergedName\":\"SQLRG\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLElastic AHB Disabled].SKUName\",\"mergedName\":\"SKUName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLElastic AHB Disabled].SKUTier\",\"mergedName\":\"SKUTier\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLElastic AHB Disabled].vCores\",\"mergedName\":\"vCores\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLElastic AHB Disabled].CheckSQLDBAHB\",\"mergedName\":\"CheckSQLDBAHB\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLElastic AHB Disabled].SQLLocation\",\"mergedName\":\"SQLLocation\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLElastic AHB Disabled].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLElastic AHB Disabled].SubscriptionName\",\"mergedName\":\"SubscriptionName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLElastic AHB Disabled].SQLDBID1\",\"mergedName\":\"SQLDBID1\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"}]}", + "size": 0, + "title": "SQL DB AHB Cores not enabled per AHB Priority", + "noDataMessage": "All of your SQL DB have AHB enabled.", + "noDataMessageStyle": 3, + "showRefreshButton": true, + "queryType": 7, + "visualization": "piechart", + "gridSettings": { + "formatters": [ + { + "columnMatch": "Prioritize AHB?", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "High Priority", + "representation": "Sev0", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "Low Priority", + "representation": "2", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "unknown", + "text": "{0}{1}" + } + ] + } + } + ] + }, + "chartSettings": { + "yAxis": [ + "vCores" + ], + "group": "Prioritize AHB?", + "createOtherGroup": null + } + }, + "customWidth": "33", + "name": "Summary SQLDB+SKU AHB Disabled - per Priority" + } + ] + }, + "name": "SQL Elastic Info" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "parameters": [ + { + "id": "ae5e8765-47ef-46a6-803b-6b7124c098d2", + "version": "KqlParameterItem/1.0", + "name": "SQLDBHUBEnabled", + "label": "See SQL DBs with AHB", + "type": 2, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "jsonData": "[\r\n {\"value\":\"Yes\"},\r\n {\"value\":\"No\", \"selected\":true}\r\n]\r\n\r\n", + "timeContext": { + "durationMs": 86400000 + } + }, + { + "id": "f1ac5e53-253c-4afb-8bc5-b1ba2efea3eb", + "version": "KqlParameterItem/1.0", + "name": "SQLDBAHBDisabled", + "label": "See SQL DBs without AHB", + "type": 2, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "jsonData": "[\r\n {\"value\":\"Yes\"},\r\n {\"value\":\"No\", \"selected\":true}\r\n]\r\n\r\n" + } + ], + "style": "pills", + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces" + }, + "name": "SQL DB Without AHB" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"f65bea23-bb49-4498-b331-c20c618071ed\",\"mergeType\":\"table\",\"leftTable\":\"SQLElastic AHB Disabled\"}],\"projectRename\":[{\"originalName\":\"[SQLDB AHB Disabled].SQLDBID1\",\"mergedName\":\"SQLDBID1\",\"fromId\":\"unknown\"},{\"originalName\":\"[SQLElastic AHB Disabled].SQLDBID\",\"mergedName\":\"SQLDBID\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071ed\"},{\"originalName\":\"[SQLElastic AHB Disabled].SQLName\",\"mergedName\":\"SQLName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071ed\"},{\"originalName\":\"[SQLElastic AHB Disabled].SQLRG\",\"mergedName\":\"SQLRG\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071ed\"},{\"originalName\":\"[SQLElastic AHB Disabled].SKUName\",\"mergedName\":\"SKUName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071ed\"},{\"originalName\":\"[SQLElastic AHB Disabled].SKUTier\",\"mergedName\":\"SKUTier\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071ed\"},{\"originalName\":\"[SQLElastic AHB Disabled].vCores\",\"mergedName\":\"vCores\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071ed\"},{\"originalName\":\"[SQLElastic AHB Disabled].CheckSQLDBAHB\",\"mergedName\":\"CheckSQLDBAHB\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071ed\"},{\"originalName\":\"[SQLElastic AHB Disabled].SQLLocation\",\"mergedName\":\"SQLLocation\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071ed\"},{\"originalName\":\"[SQLElastic AHB Disabled].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071ed\"},{\"originalName\":\"[SQLElastic AHB Disabled].SubscriptionName\",\"mergedName\":\"SubscriptionName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071ed\"},{\"originalName\":\"[SQLElastic AHB Disabled].SQLDBID1\",\"mergedName\":\"SQLDBID1\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071ed\"}]}", + "size": 0, + "title": "SQL DB AHB Disabled", + "noDataMessage": "All of your SQL DBs have AHB enabled.", + "showExportToExcel": true, + "queryType": 7, + "gridSettings": { + "formatters": [ + { + "columnMatch": "$gen_group", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "Group", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "SubscriptionName", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + } + ], + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "SubscriptionName" + ], + "expandTopLevel": true + }, + "labelSettings": [ + { + "columnId": "SQLDBID", + "label": "Database Name" + }, + { + "columnId": "SQLName", + "label": "Server Name" + }, + { + "columnId": "SQLRG", + "label": "Resource Group" + }, + { + "columnId": "SKUName", + "label": "SKU" + }, + { + "columnId": "SKUTier", + "label": "SKU Tier" + }, + { + "columnId": "vCores", + "label": "Number of vCore" + }, + { + "columnId": "CheckSQLDBAHB", + "label": "Is AHB enabled?" + }, + { + "columnId": "SQLLocation", + "label": "Location" + }, + { + "columnId": "LicenseType", + "label": "License Type" + }, + { + "columnId": "SubscriptionName", + "label": "Subscription Name" + }, + { + "columnId": "SQLDBID1", + "label": "Resource ID" + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "SQLDBAHBDisabled", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "SQL DB Disabled" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"f65bea23-bb49-4498-b331-c20c618071f9\",\"mergeType\":\"table\",\"leftTable\":\"SQLElastic AHB Enabled\"}],\"projectRename\":[{\"originalName\":\"[SQLDB AHB Enabled].vCores\",\"mergedName\":\"vCores\",\"fromId\":\"unknown\"},{\"originalName\":\"[SQLDB AHB Enabled].SQLDBID1\",\"mergedName\":\"SQLDBID1\",\"fromId\":\"unknown\"},{\"originalName\":\"[SQLElastic AHB Enabled].SQLDBID\",\"mergedName\":\"SQLDBID\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071f9\"},{\"originalName\":\"[SQLElastic AHB Enabled].SQLName\",\"mergedName\":\"SQLName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071f9\"},{\"originalName\":\"[SQLElastic AHB Enabled].SQLRG\",\"mergedName\":\"SQLRG\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071f9\"},{\"originalName\":\"[SQLElastic AHB Enabled].SKUName\",\"mergedName\":\"SKUName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071f9\"},{\"originalName\":\"[SQLElastic AHB Enabled].SKUTier\",\"mergedName\":\"SKUTier\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071f9\"},{\"originalName\":\"[SQLElastic AHB Enabled].vCores\",\"mergedName\":\"vCores\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071f9\"},{\"originalName\":\"[SQLElastic AHB Enabled].SQLLocation\",\"mergedName\":\"SQLLocation\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071f9\"},{\"originalName\":\"[SQLElastic AHB Enabled].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071f9\"},{\"originalName\":\"[SQLElastic AHB Enabled].CheckSQLDBAHB\",\"mergedName\":\"CheckSQLDBAHB\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071f9\"},{\"originalName\":\"[SQLElastic AHB Enabled].SubscriptionName\",\"mergedName\":\"SubscriptionName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071f9\"},{\"originalName\":\"[SQLElastic AHB Enabled].SQLDBID1\",\"mergedName\":\"SQLDBID1\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071f9\"}]}", + "size": 0, + "title": "SQL DB AHB Enabled", + "noDataMessage": "None of you SQL DBs have AHB enabled.", + "noDataMessageStyle": 4, + "showExportToExcel": true, + "queryType": 7, + "gridSettings": { + "labelSettings": [ + { + "columnId": "SQLDBID", + "label": "Name" + }, + { + "columnId": "SQLName", + "label": "Database Name" + }, + { + "columnId": "SQLRG", + "label": "Resource Group" + }, + { + "columnId": "SKUName", + "label": "SKU" + }, + { + "columnId": "SKUTier", + "label": "SKU Tier" + }, + { + "columnId": "vCores", + "label": "Number of vCore" + }, + { + "columnId": "SQLLocation", + "label": "Location" + }, + { + "columnId": "LicenseType", + "label": "License Type" + }, + { + "columnId": "SubscriptionName", + "label": "Subscription Name" + }, + { + "columnId": "SQLDBID1", + "label": "Resource ID" + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "SQLDBHUBEnabled", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "SQL DB AHB Enabled" + } + ] + }, + "name": "Load SQL DB Detailed Info" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SQLType", + "comparison": "isEqualTo", + "value": "SQLElastic" + }, + "name": "SQLElasticPool" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "SQLDB" + }, + "name": "SQLDBGroup" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "title": "SQL Managed Instance", + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\"\r\n | extend SubscriptionName=name \r\n | join (resources | where type =~ 'Microsoft.Sql/managedInstances' and tostring(properties.['licenseType']) == 'LicenseIncluded'\r\n | extend ManagedInstance=id, SQLRG=resourceGroup, SQLLocation=location, vCores=tostring(sku.capacity),LicenseType = tostring(properties.['licenseType'])\r\n | extend CheckSQLMIAHB = case(\r\n type =~ 'Microsoft.Sql/managedInstances', iif((properties.['licenseType'])\r\n has 'LicenseIncluded', \"AHB Not Enabled\", \"AHB Enabled\"),\r\n\"Not SQL DB\"\r\n ) \r\n ) on subscriptionId \r\n | project ManagedInstance,SQLRG, SQLLocation, CheckSQLMIAHB, vCores, LicenseType, SubscriptionName\r\n | where SQLRG in ({ResourceGroup})\r\n | join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), ManagedInstance=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct ManagedInstance\r\n )\r\n on ManagedInstance", + "size": 0, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ] + }, + "conditionalVisibility": { + "parameterName": "AlwaysHidden", + "comparison": "isEqualTo", + "value": "true" + }, + "name": "SQLMIAHBDisabled" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\"\r\n | extend SubscriptionName=name \r\n | join (resources | where type =~ 'Microsoft.Sql/managedInstances' and tostring(properties.['licenseType']) != 'LicenseIncluded'\r\n | extend ManagedInstance=id, SQLName=name, SQLRG=resourceGroup, SQLLocation=location, vCores=tostring(sku.capacity),LicenseType = tostring(properties.['licenseType'])\r\n | extend CheckSQLMIAHB = case(\r\n type =~ 'Microsoft.Sql/managedInstances', iif((properties.['licenseType'])\r\n has 'LicenseIncluded', \"AHB Not Enabled\", \"AHB Enabled\"),\r\n\"Not SQL DB\"\r\n ) \r\n ) on subscriptionId \r\n | project ManagedInstance, SQLName, SQLRG, SQLLocation, CheckSQLMIAHB, vCores, LicenseType, SubscriptionName\r\n | where SQLRG in ({ResourceGroup})\r\n | join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), ManagedInstance=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct ManagedInstance\r\n )\r\n on ManagedInstance\r\n ", + "size": 0, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ] + }, + "conditionalVisibility": { + "parameterName": "AlwaysHidden", + "comparison": "isEqualTo", + "value": "true" + }, + "name": "SQLMIAHBEnabled" + }, + { + "type": 1, + "content": { + "json": "# SQL Managed Instances Azure Hybrid Benefit (AHB) Overview\r\n" + }, + "name": "SQL Managed Instances AHB" + }, + { + "type": 1, + "content": { + "json": "Apply to SQL Server 1 to 4 vCPUs exchange: For every 1 core of SQL Server Enterprise Edition, you get 4 vCPUs of SQL Managed Instance or Azure SQL Database general purpose and Hyperscale tiers, or 4 vCPUs of SQL Server Standard edition on Azure VMs.\r\n\r\nThe SQL virtual machines (VMs) with less than 4 cores are categorized as **Low Priority**, while those with 8 or more cores are classified as **High Priority**. In situations where there are insufficient Azure Hybrid benefit licenses to cover all the VMs in the environment, it is recommended to prioritize the High Priority VMs.", + "style": "info" + }, + "name": "Apply to SQL Server 1 to 4 vCPUs exchange" + }, + { + "type": 1, + "content": { + "json": "### AHB Overview\r\nSummary of all SQL Databases with and without SQL AHB.", + "style": "info" + }, + "name": "SQL Databases with and without SQL AHB." + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "loadType": "explicit", + "loadButtonText": "Load SQL MI Info", + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\"\r\n | extend SubscriptionName=name \r\n | join (resources | where type =~ 'Microsoft.Sql/managedInstances' \r\n | extend ManagedInstance=id, SQLRG=resourceGroup, SQLLocation=location, vCores=tostring(sku.capacity),LicenseType = tostring(properties.['licenseType'])\r\n | join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), ManagedInstance=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct ManagedInstance\r\n )\r\n on ManagedInstance\r\n | extend CheckSQLMIAHB = case(\r\n type =~ 'Microsoft.Sql/managedInstances', iif((properties.['licenseType'])\r\n has 'LicenseIncluded', \"AHB Not Enabled\", \"AHB Enabled\"),\r\n\"Not SQL DB\"\r\n ) \r\n ) on subscriptionId \r\n| project ManagedInstance,SQLRG, SQLLocation, CheckSQLMIAHB, vCores, LicenseType, SubscriptionName\r\n| summarize count() by SubscriptionName, CheckSQLMIAHB", + "size": 0, + "title": "Summary of SQL MI with or without AHB per Subscription", + "showRefreshButton": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "table", + "tileSettings": { + "titleContent": { + "columnMatch": "CheckSQLMIAHB", + "formatter": 1 + }, + "subtitleContent": { + "columnMatch": "SubscriptionName" + }, + "leftContent": { + "columnMatch": "count_", + "formatter": 12, + "formatOptions": { + "palette": "auto" + }, + "numberFormat": { + "unit": 17, + "options": { + "maximumSignificantDigits": 3, + "maximumFractionDigits": 2 + } + } + }, + "showBorder": false + }, + "chartSettings": { + "yAxis": [ + "count_" + ], + "group": "CheckSQLMIAHB", + "createOtherGroup": null + } + }, + "customWidth": "50", + "name": "Summary of SQL MI with or without AHB per subs" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\" \r\n | extend SubscriptionName=name \r\n | join (resources | where type =~ 'Microsoft.Sql/managedInstances'\r\n | extend ManagedInstance=id, SQLRG=resourceGroup, SQLLocation=location, vCores=tostring(sku.capacity),LicenseType = tostring(properties.['licenseType'])\r\n | join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), ManagedInstance=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct ManagedInstance\r\n )\r\n on ManagedInstance\r\n | extend CheckSQLMIAHB = case(\r\n type =~ 'Microsoft.Sql/managedInstances', iif((properties.['licenseType'])\r\n has 'LicenseIncluded', \"AHB Not Enabled\", \"AHB Enabled\"),\r\n\"Not SQL DB\"\r\n ) \r\n ) on subscriptionId \r\n| project ManagedInstance,SQLRG, SQLLocation, CheckSQLMIAHB, vCores, LicenseType, SubscriptionName\r\n| summarize count() by SubscriptionName, CheckSQLMIAHB", + "size": 0, + "title": "Summary of SQL Managed Instance with or without AHB", + "showRefreshButton": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "piechart", + "chartSettings": { + "yAxis": [ + "count_" + ], + "group": "CheckSQLMIAHB", + "createOtherGroup": null + } + }, + "customWidth": "50", + "name": "Summary of SQL MI with or without AHB " + }, + { + "type": 1, + "content": { + "json": "### Consumed Licenses\r\nTotal number of SQL licenses cores consumed by all SQL Managed Instances.\r\n", + "style": "info" + }, + "customWidth": "50", + "name": "Consumed Licenses" + }, + { + "type": 1, + "content": { + "json": "### Number of required Cores to enable SQL Azure Hybrid Benefit\r\nNumber of cores required to enable SQL AHB across the entire environment.\r\n\r\n\r\n", + "style": "info" + }, + "customWidth": "50", + "name": "Number of required Cores to enable SQL " + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"f65bea23-bb49-4498-b331-c20c618071c2\",\"mergeType\":\"table\",\"leftTable\":\"SQLMIAHBEnabled\"}],\"projectRename\":[{\"originalName\":\"[Added column]\",\"mergedName\":\"Consumed Cores\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCores\",\"operator\":\"<\",\"rightValType\":\"static\",\"rightVal\":\"4\",\"resultValType\":\"expression\",\"resultVal\":\"4\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"round([\\\"vCPUs\\\"] / 4) * 4\"}}]},{\"originalName\":\"[Added column]\",\"mergedName\":\"Prioritize AHB?\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCores\",\"operator\":\"<\",\"rightValType\":\"static\",\"rightVal\":\"4\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"Low Priority\\\"\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"High Priority\\\"\"}}]},{\"originalName\":\"[SQLDB AHB Enabled].vCores\",\"mergedName\":\"vCores\",\"fromId\":\"unknown\"},{\"originalName\":\"[SQLMIAHBEnabled].ManagedInstance\",\"mergedName\":\"ManagedInstance\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLMIAHBEnabled].SQLRG\",\"mergedName\":\"SQLRG\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLMIAHBEnabled].SQLLocation\",\"mergedName\":\"SQLLocation\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLMIAHBEnabled].CheckSQLMIAHB\",\"mergedName\":\"CheckSQLMIAHB\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLMIAHBEnabled].vCores\",\"mergedName\":\"vCores\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLMIAHBEnabled].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLMIAHBEnabled].SubscriptionName\",\"mergedName\":\"SubscriptionName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLMIAHBEnabled].ManagedInstance1\",\"mergedName\":\"ManagedInstance1\",\"fromId\":\"unknown\"},{\"originalName\":\"[SQLMIAHBEnabled].SQLName\",\"mergedName\":\"SQLName\",\"fromId\":\"unknown\"}]}", + "size": 0, + "title": "SQL Managed Instance AHB Consumed Cores per VM", + "noDataMessage": "None of your SQL MI have AHB enabled.", + "noDataMessageStyle": 4, + "showRefreshButton": true, + "queryType": 7, + "visualization": "piechart", + "gridSettings": { + "formatters": [ + { + "columnMatch": "Prioritize AHB?", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "High Priority", + "representation": "Sev0", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "Low Priority", + "representation": "2", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "unknown", + "text": "{0}{1}" + } + ] + } + } + ] + }, + "chartSettings": { + "yAxis": [ + "vCores" + ], + "group": "SQLName", + "createOtherGroup": null + } + }, + "customWidth": "33", + "name": "Summary SQLMI+SKU AHB Enabled - per VM" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"f65bea23-bb49-4498-b331-c20c618071c2\",\"mergeType\":\"table\",\"leftTable\":\"SQLMIAHBEnabled\"}],\"projectRename\":[{\"originalName\":\"[Added column]\",\"mergedName\":\"Consumed Cores\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCores\",\"operator\":\"<\",\"rightValType\":\"static\",\"rightVal\":\"4\",\"resultValType\":\"expression\",\"resultVal\":\"4\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"round([\\\"vCPUs\\\"] / 4) * 4\"}}]},{\"originalName\":\"[Added column]\",\"mergedName\":\"Prioritize AHB?\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCores\",\"operator\":\"<\",\"rightValType\":\"static\",\"rightVal\":\"4\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"Low Priority\\\"\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"High Priority\\\"\"}}]},{\"originalName\":\"[SQLDB AHB Enabled].vCores\",\"mergedName\":\"vCores\",\"fromId\":\"unknown\"},{\"originalName\":\"[SQLMIAHBEnabled].ManagedInstance\",\"mergedName\":\"ManagedInstance\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLMIAHBEnabled].SQLRG\",\"mergedName\":\"SQLRG\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLMIAHBEnabled].SQLLocation\",\"mergedName\":\"SQLLocation\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLMIAHBEnabled].CheckSQLMIAHB\",\"mergedName\":\"CheckSQLMIAHB\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLMIAHBEnabled].vCores\",\"mergedName\":\"vCores\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLMIAHBEnabled].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLMIAHBEnabled].SubscriptionName\",\"mergedName\":\"SubscriptionName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLMIAHBEnabled].ManagedInstance1\",\"mergedName\":\"ManagedInstance1\",\"fromId\":\"unknown\"},{\"originalName\":\"[SQLMIAHBEnabled].SQLName\",\"mergedName\":\"SQLName\",\"fromId\":\"unknown\"}]}", + "size": 0, + "title": "SQL Managed Instance AHB Consumed Cores per Priority", + "noDataMessage": "None of your SQL MI have AHB enabled.", + "noDataMessageStyle": 4, + "showRefreshButton": true, + "queryType": 7, + "visualization": "piechart", + "gridSettings": { + "formatters": [ + { + "columnMatch": "Prioritize AHB?", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "High Priority", + "representation": "Sev0", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "Low Priority", + "representation": "2", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "unknown", + "text": "{0}{1}" + } + ] + } + } + ] + }, + "chartSettings": { + "yAxis": [ + "vCores" + ], + "group": "Prioritize AHB?", + "createOtherGroup": null + } + }, + "customWidth": "33", + "name": "Summary SQLMI+SKU AHB Enabled - per Priority" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"f65bea23-bb49-4498-b331-c20c618071c2\",\"mergeType\":\"table\",\"leftTable\":\"SQLMIAHBDisabled\"}],\"projectRename\":[{\"originalName\":\"[Added column]\",\"mergedName\":\"Consumed Cores\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCores\",\"operator\":\"<\",\"rightValType\":\"static\",\"rightVal\":\"4\",\"resultValType\":\"expression\",\"resultVal\":\"4\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"round([\\\"vCPUs\\\"] / 4) * 4\"}}]},{\"originalName\":\"[Added column]\",\"mergedName\":\"Prioritize AHB?\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCores\",\"operator\":\"<\",\"rightValType\":\"static\",\"rightVal\":\"4\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"Low Priority\\\"\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"High Priority\\\"\"}}]},{\"originalName\":\"[SQLMIAHBDisabled].ManagedInstance\",\"mergedName\":\"ManagedInstance\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLMIAHBDisabled].SQLRG\",\"mergedName\":\"SQLRG\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLMIAHBDisabled].SQLLocation\",\"mergedName\":\"SQLLocation\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLMIAHBDisabled].CheckSQLMIAHB\",\"mergedName\":\"CheckSQLMIAHB\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLMIAHBDisabled].vCores\",\"mergedName\":\"vCores\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLMIAHBDisabled].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLMIAHBDisabled].SubscriptionName\",\"mergedName\":\"SubscriptionName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLMIAHBDisabled].ManagedInstance1\",\"mergedName\":\"ManagedInstance1\",\"fromId\":\"unknown\"}]}", + "size": 0, + "title": "SQL Managed Instances AHB Cores not enabled per AHB Priority", + "noDataMessage": "All of your SQL MI have AHB enabled.", + "noDataMessageStyle": 3, + "showRefreshButton": true, + "queryType": 7, + "visualization": "piechart", + "gridSettings": { + "formatters": [ + { + "columnMatch": "Prioritize AHB?", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "High Priority", + "representation": "Sev0", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "Low Priority", + "representation": "2", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "unknown", + "text": "{0}{1}" + } + ] + } + } + ] + }, + "chartSettings": { + "yAxis": [ + "vCores" + ], + "group": "Prioritize AHB?", + "createOtherGroup": null + } + }, + "customWidth": "33", + "name": "Summary SQLMI+SKU AHB Disabled - per Priority" + } + ] + }, + "name": "SQL MI Info" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "parameters": [ + { + "id": "ae5e8765-47ef-46a6-803b-6b7124c098d2", + "version": "KqlParameterItem/1.0", + "name": "SQLMIAHBEnabled", + "label": "See SQL MIs with AHB", + "type": 2, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "jsonData": "[\r\n {\"value\":\"Yes\"},\r\n {\"value\":\"No\", \"selected\":true}\r\n]\r\n\r\n", + "timeContext": { + "durationMs": 86400000 + } + }, + { + "id": "f1ac5e53-253c-4afb-8bc5-b1ba2efea3eb", + "version": "KqlParameterItem/1.0", + "name": "SQLMIAHBDisabled", + "label": "See SQL MIs without AHB", + "type": 2, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "jsonData": "[\r\n {\"value\":\"Yes\"},\r\n {\"value\":\"No\", \"selected\":true}\r\n]\r\n\r\n" + } + ], + "style": "pills", + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces" + }, + "name": "SQL MI AHB Disabled" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"f65bea23-bb49-4498-b331-c20c618071ed\",\"mergeType\":\"table\",\"leftTable\":\"SQLMIAHBDisabled\"}],\"projectRename\":[{\"originalName\":\"[SQLMIAHBDisabled].ManagedInstance\",\"mergedName\":\"ManagedInstance\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071ed\"},{\"originalName\":\"[SQLMIAHBDisabled].SQLRG\",\"mergedName\":\"SQLRG\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071ed\"},{\"originalName\":\"[SQLMIAHBDisabled].SQLLocation\",\"mergedName\":\"SQLLocation\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071ed\"},{\"originalName\":\"[SQLMIAHBDisabled].CheckSQLMIAHB\",\"mergedName\":\"CheckSQLMIAHB\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071ed\"},{\"originalName\":\"[SQLMIAHBDisabled].vCores\",\"mergedName\":\"vCores\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071ed\"},{\"originalName\":\"[SQLMIAHBDisabled].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071ed\"},{\"originalName\":\"[SQLMIAHBDisabled].SubscriptionName\",\"mergedName\":\"SubscriptionName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071ed\"}]}", + "size": 0, + "title": "SQL Managed Instance AHB Disabled", + "noDataMessage": "All of your SQL MIs have AHB enabled.", + "showExportToExcel": true, + "queryType": 7, + "gridSettings": { + "formatters": [ + { + "columnMatch": "$gen_group", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "Group", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "SubscriptionName", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + } + ], + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "SubscriptionName" + ], + "expandTopLevel": true + } + } + }, + "conditionalVisibility": { + "parameterName": "SQLMIAHBDisabled", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "SQL MI Disabled" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"f65bea23-bb49-4498-b331-c20c618071f9\",\"mergeType\":\"table\",\"leftTable\":\"SQLMIAHBEnabled\"}],\"projectRename\":[{\"originalName\":\"[SQLDB AHB Enabled].vCores\",\"mergedName\":\"vCores\",\"fromId\":\"unknown\"},{\"originalName\":\"[SQLMIAHBEnabled].ManagedInstance\",\"mergedName\":\"ManagedInstance\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071f9\"},{\"originalName\":\"[SQLMIAHBEnabled].SQLRG\",\"mergedName\":\"SQLRG\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071f9\"},{\"originalName\":\"[SQLMIAHBEnabled].SQLLocation\",\"mergedName\":\"SQLLocation\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071f9\"},{\"originalName\":\"[SQLMIAHBEnabled].CheckSQLMIAHB\",\"mergedName\":\"CheckSQLMIAHB\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071f9\"},{\"originalName\":\"[SQLMIAHBEnabled].vCores\",\"mergedName\":\"vCores\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071f9\"},{\"originalName\":\"[SQLMIAHBEnabled].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071f9\"},{\"originalName\":\"[SQLMIAHBEnabled].SubscriptionName\",\"mergedName\":\"SubscriptionName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071f9\"}]}", + "size": 0, + "title": "SQL Managed Instance AHB Enabled", + "noDataMessage": "None of you SQL MIs have AHB enabled.", + "showExportToExcel": true, + "queryType": 7 + }, + "conditionalVisibility": { + "parameterName": "SQLMIAHBEnabled", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "SQL MI AHB Enabled" + } + ] + }, + "name": "SQL MI Detailed" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "SQLMI" + }, + "name": "SQL MI" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "SQL" + }, + "name": "SQLAHB" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "title": "Linux Hybrid Benefit", + "loadType": "explicit", + "loadButtonText": "Load Linux Recommendations", + "items": [ + { + "type": 1, + "content": { + "json": "## Linux Azure Hybrid Benefit (AHB) Overview" + }, + "name": "Linux Text" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"ARMEndpoint/1.0\",\"data\":null,\"headers\":[],\"method\":\"GET\",\"path\":\"/subscriptions/{SingleSubHidden}/providers/Microsoft.Compute/skus?$filter=location eq '{Location}'\",\"urlParams\":[{\"key\":\"api-version\",\"value\":\"2021-07-01\"}],\"batchDisabled\":false,\"transformers\":[{\"type\":\"jsonpath\",\"settings\":{\"tablePath\":\"$.*[?(@.resourceType=='virtualMachines')]\",\"columns\":[{\"path\":\"name\",\"columnid\":\"Name\"},{\"path\":\"capabilities[?(@.name=='vCPUs')].value\",\"columnid\":\"vCPUs\"},{\"path\":\"capabilities[?(@.name=='MemoryGB')].value\",\"columnid\":\"MemoryGB\"},{\"path\":\"capabilities[?(@.name=='MaxNetworkInterfaces')].value\",\"columnid\":\"MaxNetworkInterfaces\"},{\"path\":\"capabilities[?(@.name=='HyperVGenerations')].value\",\"columnid\":\"HyperVGenerations\"},{\"path\":\"capabilities[?(@.name=='vCPUsPerCore')].value\",\"columnid\":\"vCPUsPerCore\"}]}}]}", + "size": 0, + "title": "Get VM vCPU", + "exportParameterName": "ResourceSKU", + "showExportToExcel": true, + "queryType": 12, + "gridSettings": { + "rowLimit": 5000 + } + }, + "conditionalVisibility": { + "parameterName": "AlwaysHidden", + "comparison": "isEqualTo", + "value": "true" + }, + "name": "API-Get_VMLinux_SKU" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources \r\n| where resourceGroup in ({ResourceGroup})\r\n| where type =~ 'microsoft.compute/virtualmachines' and (properties.storageProfile.imageReference.publisher == 'suse' or properties.storageProfile.imageReference.publisher=='RedHat')\r\n| where isnull ((properties.['licenseType']))\r\n| extend LinuxId=id, VMName=name, VMLocation=location, VMRG=resourceGroup, OSType=tostring(properties.storageProfile.imageReference.publisher), OsVersion = tostring(properties.storageProfile.imageReference.sku), VMSize=tostring (properties.hardwareProfile.vmSize), LicenseType = tostring(properties.['licenseType']), VMSSize=tostring(sku.name)\r\n| order by type asc \r\n| project LinuxId,VMName,VMRG,VMSize, VMSSize, VMLocation,OSType, OsVersion,LicenseType\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), LinuxId=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct LinuxId\r\n )\r\n on LinuxId", + "size": 0, + "title": "AHB Disabled", + "noDataMessage": "None of your Linux VMs have AHB enabled.", + "noDataMessageStyle": 4, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ] + }, + "conditionalVisibility": { + "parameterName": "AlwaysHidden", + "comparison": "isEqualTo", + "value": "true" + }, + "name": "LinuxAHBDisabled" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources \r\n| where resourceGroup in ({ResourceGroup})\r\n| where type =~ 'microsoft.compute/virtualmachines' and (properties.storageProfile.imageReference.publisher == 'suse' or properties.storageProfile.imageReference.publisher=='RedHat')\r\n| where isnotnull ((properties.['licenseType']))\r\n| extend LinuxId=id, VMName=name, VMLocation=location, VMRG=resourceGroup, OSType=tostring(properties.storageProfile.imageReference.publisher), OsVersion = tostring(properties.storageProfile.imageReference.sku), VMSize=tostring (properties.hardwareProfile.vmSize), LicenseType = tostring(properties.['licenseType']), VMSSize=tostring(sku.name)\r\n| order by type asc \r\n| project LinuxId,VMName,VMRG,VMSize, VMSSize, VMLocation,OSType, OsVersion,LicenseType\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), LinuxId=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct LinuxId\r\n )\r\n on LinuxId", + "size": 0, + "title": "AHB Enabled", + "noDataMessage": "All of your Linux VMs have AHB enabled.", + "noDataMessageStyle": 3, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ] + }, + "conditionalVisibility": { + "parameterName": "AlwaysHidden", + "comparison": "isEqualTo", + "value": "true" + }, + "name": "LinuxAHBRGEnabled" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources \r\n| where resourceGroup in ({ResourceGroup})\r\n| where type =~ 'microsoft.compute/virtualmachines' and (properties.storageProfile.imageReference.publisher == 'suse' or properties.storageProfile.imageReference.publisher=='RedHat')\r\n| extend LicenseType = tostring(properties.['licenseType'])\r\n| extend LinuxId=id\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), LinuxId=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct LinuxId\r\n )\r\n on LinuxId\r\n| extend CheckAHBLinux = case(\r\n type == 'microsoft.compute/virtualmachines' or type =~ 'microsoft.compute/virtualMachineScaleSets',\r\n iff(isnull((properties.['licenseType'])),\r\n \"AHB Not Enabled\", \"AHB Enabled\"),\r\n \"Not Linux\"\r\n )\r\n| summarize count() by CheckAHBLinux", + "size": 0, + "title": "Summary of Linux VMs with or without AHB", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "piechart" + }, + "customWidth": "50", + "name": "Summary of Linux VMs with or without AHB" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"d8deb22b-a596-43ee-acc4-180849d26130\",\"mergeType\":\"inner\",\"leftTable\":\"LinuxAHBRGEnabled\",\"rightTable\":\"API-Get_VMLinux_SKU\",\"leftColumn\":\"VMSize\",\"rightColumn\":\"Name\"}],\"projectRename\":[{\"originalName\":\"[Added column]\",\"mergedName\":\"ConsumedCores\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCPUs\",\"operator\":\"<=\",\"rightValType\":\"static\",\"rightVal\":\"8\",\"resultValType\":\"expression\",\"resultVal\":\"8\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"[\\\"vCPUs\\\"]\"}}]},{\"originalName\":\"[WindowsAHBEnabled].subscriptionId\",\"mergedName\":\"subscriptionId\",\"fromId\":\"unknown\"},{\"originalName\":\"[WindowsAHBEnabled].WindowsId1\",\"mergedName\":\"WindowsId1\",\"fromId\":\"unknown\"},{\"originalName\":\"[LinuxAHBRGEnabled].LinuxId\",\"mergedName\":\"LinuxId\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[LinuxAHBRGEnabled].VMName\",\"mergedName\":\"VMName\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[LinuxAHBRGEnabled].VMRG\",\"mergedName\":\"VMRG\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[LinuxAHBRGEnabled].VMSize\",\"mergedName\":\"VMSize\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[LinuxAHBRGEnabled].VMSSize\",\"mergedName\":\"VMSSize\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[LinuxAHBRGEnabled].VMLocation\",\"mergedName\":\"VMLocation\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[LinuxAHBRGEnabled].OSType\",\"mergedName\":\"OSType\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[LinuxAHBRGEnabled].OsVersion\",\"mergedName\":\"OsVersion\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[LinuxAHBRGEnabled].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[LinuxAHBRGEnabled].LinuxId1\",\"mergedName\":\"LinuxId1\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[API-Get_VMLinux_SKU].Name\",\"mergedName\":\"Name\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[API-Get_VMLinux_SKU].vCPUs\",\"mergedName\":\"vCPUs\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[API-Get_VMLinux_SKU].MemoryGB\",\"mergedName\":\"MemoryGB\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[API-Get_VMLinux_SKU].MaxNetworkInterfaces\",\"mergedName\":\"MaxNetworkInterfaces\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[API-Get_VMLinux_SKU].HyperVGenerations\",\"mergedName\":\"HyperVGenerations\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[API-Get_VMLinux_SKU].vCPUsPerCore\",\"mergedName\":\"vCPUsPerCore\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"}]}", + "size": 0, + "title": "Consumed Cores per VM", + "noDataMessage": "None of your Linux VM have AHB enabled", + "showRefreshButton": true, + "queryType": 7, + "visualization": "piechart", + "gridSettings": { + "formatters": [ + { + "columnMatch": "ConsumedCores", + "formatter": 0, + "formatOptions": { + "aggregation": "Sum" + } + } + ] + }, + "tileSettings": { + "titleContent": {}, + "leftContent": { + "columnMatch": "ConsumedCores", + "formatter": 12, + "formatOptions": { + "palette": "blue" + } + }, + "showBorder": false + }, + "graphSettings": { + "type": 0 + }, + "chartSettings": { + "yAxis": [ + "ConsumedCores" + ], + "group": "VMName", + "createOtherGroup": null + } + }, + "customWidth": "33", + "name": "Linux Consumed Cores per VM" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "parameters": [ + { + "id": "ae5e8765-47ef-46a6-803b-6b7124c098d2", + "version": "KqlParameterItem/1.0", + "name": "LinuxAHBEnabled", + "label": "See Linux VMs with AHB", + "type": 2, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "jsonData": "[\r\n {\"value\":\"Yes\"},\r\n {\"value\":\"No\", \"selected\":true}\r\n]\r\n\r\n", + "timeContext": { + "durationMs": 86400000 + } + }, + { + "id": "4c3ff9fa-d9c8-4d35-94d4-48ba3a1547fd", + "version": "KqlParameterItem/1.0", + "name": "LinuxAHBDisabled", + "label": "See Linux VMs without AHB", + "type": 2, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [] + }, + "jsonData": "[\r\n {\"value\":\"Yes\"},\r\n {\"value\":\"No\", \"selected\":true}\r\n]\r\n\r\n", + "timeContext": { + "durationMs": 86400000 + } + } + ], + "style": "pills", + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces" + }, + "name": "Linux VMs without AHB" + }, + { + "type": 1, + "content": { + "json": "List of Linux VMs with Hybrid Benefit groupped by Subscription." + }, + "conditionalVisibility": { + "parameterName": "LinuxAHBEnabled", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "Linux VMs with Hybrid Benefit" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"8a27a7d8-5ea8-4408-ac20-2fc4e65ca095\",\"mergeType\":\"inner\",\"leftTable\":\"LinuxAHBRGEnabled\",\"rightTable\":\"API-Get_VMLinux_SKU\",\"leftColumn\":\"VMSize\",\"rightColumn\":\"Name\"}],\"projectRename\":[{\"originalName\":\"[LinuxAHBRGEnabled].LinuxId\",\"mergedName\":\"VM ID\",\"fromId\":\"8a27a7d8-5ea8-4408-ac20-2fc4e65ca095\"},{\"originalName\":\"[LinuxAHBRGEnabled].VMRG\",\"mergedName\":\"VMRG\",\"fromId\":\"8a27a7d8-5ea8-4408-ac20-2fc4e65ca095\"},{\"originalName\":\"[LinuxAHBRGEnabled].VMSize\",\"mergedName\":\"VMSize\",\"fromId\":\"8a27a7d8-5ea8-4408-ac20-2fc4e65ca095\"},{\"originalName\":\"[API-Get_VMLinux_SKU].vCPUs\",\"mergedName\":\"vCPUs\",\"fromId\":\"8a27a7d8-5ea8-4408-ac20-2fc4e65ca095\"},{\"originalName\":\"[LinuxAHBRGEnabled].VMLocation\",\"mergedName\":\"VMLocation\",\"fromId\":\"8a27a7d8-5ea8-4408-ac20-2fc4e65ca095\"},{\"originalName\":\"[LinuxAHBRGEnabled].OSType\",\"mergedName\":\"OSType\",\"fromId\":\"8a27a7d8-5ea8-4408-ac20-2fc4e65ca095\"},{\"originalName\":\"[LinuxAHBRGEnabled].OsVersion\",\"mergedName\":\"OsVersion\",\"fromId\":\"8a27a7d8-5ea8-4408-ac20-2fc4e65ca095\"},{\"originalName\":\"[LinuxAHBRGEnabled].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"8a27a7d8-5ea8-4408-ac20-2fc4e65ca095\"},{\"originalName\":\"[API-Get_VMLinux_SKU].Name\",\"mergedName\":\"Name\",\"fromId\":\"8a27a7d8-5ea8-4408-ac20-2fc4e65ca095\"},{\"originalName\":\"[API-Get_VMLinux_SKU].MemoryGB\",\"mergedName\":\"MemoryGB\",\"fromId\":\"8a27a7d8-5ea8-4408-ac20-2fc4e65ca095\"},{\"originalName\":\"[API-Get_VMLinux_SKU].MaxNetworkInterfaces\",\"mergedName\":\"MaxNetworkInterfaces\",\"fromId\":\"8a27a7d8-5ea8-4408-ac20-2fc4e65ca095\"},{\"originalName\":\"[API-Get_VMLinux_SKU].HyperVGenerations\",\"mergedName\":\"HyperVGenerations\",\"fromId\":\"8a27a7d8-5ea8-4408-ac20-2fc4e65ca095\"},{\"originalName\":\"[API-Get_VMLinux_SKU].vCPUsPerCore\",\"mergedName\":\"vCPUsPerCore\",\"fromId\":\"8a27a7d8-5ea8-4408-ac20-2fc4e65ca095\"},{\"originalName\":\"[LinuxAHBRGEnabled].LinuxId1\",\"mergedName\":\"LinuxId1\",\"fromId\":\"unknown\"},{\"originalName\":\"[LinuxAHBEnabled].VMName\"},{\"originalName\":\"[API-Get_VM_SKU].MemoryGB\"},{\"originalName\":\"[API-Get_VM_SKU].MaxNetworkInterfaces\"},{\"originalName\":\"[API-Get_VM_SKU].Name\"},{\"originalName\":\"[API-Get_VM_SKU].HyperVGenerations\"},{\"originalName\":\"[API-Get_VM_SKU].vCPUsPerCore\"},{\"originalName\":\"[LinuxAHBEnabled].VMSSize\"},{\"originalName\":\"[LinuxAHBRGEnabled].VMName\"},{\"originalName\":\"[LinuxAHBRGEnabled].VMSSize\"}]}", + "size": 0, + "title": "Linux VMs with AHB", + "noDataMessage": "None of your Linux VMs have AHB enabled", + "noDataMessageStyle": 4, + "showExportToExcel": true, + "queryType": 7, + "gridSettings": { + "formatters": [ + { + "columnMatch": "Prioritize AHB?", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "High Priority", + "representation": "Sev0", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "Sev4", + "text": "{0}{1}" + } + ] + }, + "numberFormat": { + "unit": 17, + "options": { + "style": "decimal" + } + } + } + ] + }, + "tileSettings": { + "showBorder": false, + "titleContent": { + "columnMatch": "NewLicense", + "formatter": 1 + }, + "leftContent": { + "columnMatch": "vCPUs", + "formatter": 12, + "formatOptions": { + "palette": "auto" + }, + "numberFormat": { + "unit": 17, + "options": { + "maximumSignificantDigits": 3, + "maximumFractionDigits": 2 + } + } + } + }, + "chartSettings": { + "xAxis": "VM Name", + "yAxis": [ + "Consumed Cores per VM" + ], + "group": null, + "createOtherGroup": 0, + "seriesLabelSettings": [ + { + "seriesName": "Consumed Cores per VM", + "color": "grayBlue" + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "LinuxAHBEnabled", + "comparison": "isEqualTo", + "value": "yes" + }, + "name": "Linux-VM+SKU+vCores-AHB" + }, + { + "type": 1, + "content": { + "json": "List of Linux VMs without Hybrid Benefit groupped by Subscription." + }, + "conditionalVisibility": { + "parameterName": "LinuxAHBDisabled", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "LinuxAHBDisabled" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"8a27a7d8-5ea8-4408-ac20-2fc4e65ca095\",\"mergeType\":\"inner\",\"leftTable\":\"LinuxAHBDisabled\",\"rightTable\":\"API-Get_VMLinux_SKU\",\"leftColumn\":\"VMSize\",\"rightColumn\":\"Name\"}],\"projectRename\":[{\"originalName\":\"[LinuxAHBDisabled].LinuxId\",\"mergedName\":\"LinuxId\",\"fromId\":\"8a27a7d8-5ea8-4408-ac20-2fc4e65ca095\"},{\"originalName\":\"[LinuxAHBDisabled].VMName\",\"mergedName\":\"VMName\",\"fromId\":\"8a27a7d8-5ea8-4408-ac20-2fc4e65ca095\"},{\"originalName\":\"[LinuxAHBDisabled].VMRG\",\"mergedName\":\"VMRG\",\"fromId\":\"8a27a7d8-5ea8-4408-ac20-2fc4e65ca095\"},{\"originalName\":\"[LinuxAHBDisabled].VMSize\",\"mergedName\":\"VMSize\",\"fromId\":\"8a27a7d8-5ea8-4408-ac20-2fc4e65ca095\"},{\"originalName\":\"[LinuxAHBDisabled].VMSSize\",\"mergedName\":\"VMSSize\",\"fromId\":\"8a27a7d8-5ea8-4408-ac20-2fc4e65ca095\"},{\"originalName\":\"[LinuxAHBDisabled].VMLocation\",\"mergedName\":\"VMLocation\",\"fromId\":\"8a27a7d8-5ea8-4408-ac20-2fc4e65ca095\"},{\"originalName\":\"[LinuxAHBDisabled].OSType\",\"mergedName\":\"OSType\",\"fromId\":\"8a27a7d8-5ea8-4408-ac20-2fc4e65ca095\"},{\"originalName\":\"[LinuxAHBDisabled].OsVersion\",\"mergedName\":\"OsVersion\",\"fromId\":\"8a27a7d8-5ea8-4408-ac20-2fc4e65ca095\"},{\"originalName\":\"[LinuxAHBDisabled].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"8a27a7d8-5ea8-4408-ac20-2fc4e65ca095\"},{\"originalName\":\"[API-Get_VMLinux_SKU].Name\",\"mergedName\":\"Name\",\"fromId\":\"8a27a7d8-5ea8-4408-ac20-2fc4e65ca095\"},{\"originalName\":\"[API-Get_VMLinux_SKU].vCPUs\",\"mergedName\":\"vCPUs\",\"fromId\":\"8a27a7d8-5ea8-4408-ac20-2fc4e65ca095\"},{\"originalName\":\"[API-Get_VMLinux_SKU].MemoryGB\",\"mergedName\":\"MemoryGB\",\"fromId\":\"8a27a7d8-5ea8-4408-ac20-2fc4e65ca095\"},{\"originalName\":\"[API-Get_VMLinux_SKU].MaxNetworkInterfaces\",\"mergedName\":\"MaxNetworkInterfaces\",\"fromId\":\"8a27a7d8-5ea8-4408-ac20-2fc4e65ca095\"},{\"originalName\":\"[API-Get_VMLinux_SKU].HyperVGenerations\",\"mergedName\":\"HyperVGenerations\",\"fromId\":\"8a27a7d8-5ea8-4408-ac20-2fc4e65ca095\"},{\"originalName\":\"[API-Get_VMLinux_SKU].vCPUsPerCore\",\"mergedName\":\"vCPUsPerCore\",\"fromId\":\"8a27a7d8-5ea8-4408-ac20-2fc4e65ca095\"},{\"originalName\":\"[LinuxAHBDisabled].LinuxId1\",\"mergedName\":\"LinuxId1\",\"fromId\":\"unknown\"},{\"originalName\":\"[LinuxAHBEnabled].VMName\"},{\"originalName\":\"[API-Get_VM_SKU].MemoryGB\"},{\"originalName\":\"[API-Get_VM_SKU].MaxNetworkInterfaces\"},{\"originalName\":\"[API-Get_VM_SKU].Name\"},{\"originalName\":\"[API-Get_VM_SKU].HyperVGenerations\"},{\"originalName\":\"[API-Get_VM_SKU].vCPUsPerCore\"},{\"originalName\":\"[LinuxAHBEnabled].VMSSize\"}]}", + "size": 0, + "title": "Linux VMs without AHB", + "noDataMessage": "None of your Linux VMs have AHB enabled", + "noDataMessageStyle": 4, + "showExportToExcel": true, + "queryType": 7, + "gridSettings": { + "formatters": [ + { + "columnMatch": "Prioritize AHB?", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "High Priority", + "representation": "Sev0", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "Sev4", + "text": "{0}{1}" + } + ] + }, + "numberFormat": { + "unit": 17, + "options": { + "style": "decimal" + } + } + } + ] + }, + "tileSettings": { + "showBorder": false, + "titleContent": { + "columnMatch": "NewLicense", + "formatter": 1 + }, + "leftContent": { + "columnMatch": "vCPUs", + "formatter": 12, + "formatOptions": { + "palette": "auto" + }, + "numberFormat": { + "unit": 17, + "options": { + "maximumSignificantDigits": 3, + "maximumFractionDigits": 2 + } + } + } + }, + "chartSettings": { + "xAxis": "VM Name", + "yAxis": [ + "Consumed Cores per VM" + ], + "group": null, + "createOtherGroup": 0, + "seriesLabelSettings": [ + { + "seriesName": "Consumed Cores per VM", + "color": "grayBlue" + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "LinuxAHBDisabled", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "Linux-VM+SKU+vCores-AHBDisabled" + } + ] + }, + "conditionalVisibilities": [ + { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "LinuxVM" + }, + { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "VM" + } + ], + "name": "Linux" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "title": "VMSS", + "items": [ + { + "type": 1, + "content": { + "json": "## Windows Azure Hybrid Benefit (AHB) Overview - VM Scale Set" + }, + "name": "AHB Overview - VM Scale Set" + }, + { + "type": 1, + "content": { + "json": "Each two-processor license or each set of 16-core licenses, either Datacenter or Standard editions, are entitled to two instances of up to 8 cores, or one instance of up to 16 cores.\r\n\r\nThe virtual machines (VMs) with less than 8 cores are categorized as **Low Priority**, while those with 8 or more cores are classified as **High Priority**. In situations where there are insufficient Azure Hybrid benefit licenses to cover all the VMs in the environment, it is recommended to prioritize the High Priority VMs.", + "style": "info" + }, + "name": "Each two-processor license or each set of 16-core licenses" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | extend SubscriptionName=name \r\n| join (\r\nresources \r\n| where resourceGroup in ({ResourceGroup})\r\n| where type =~ 'microsoft.compute/virtualMachineScaleSets'\r\n| where tostring(properties.virtualMachineProfile.storageProfile.osDisk.osType) == 'Windows' and tostring(properties.virtualMachineProfile.licenseType) == \"Windows_Server\"\r\n| extend WindowsId=id, VMName=name, VMLocation=location, VMRG=resourceGroup, OSType=tostring(properties.virtualMachineProfile.storageProfile.osDisk.osType), OSVersion = tostring(properties.virtualMachineProfile.storageProfile.imageReference.sku), VMSize=tostring (properties.hardwareProfile.vmSize), LicenseType = tostring(properties.virtualMachineProfile.licenseType), VMSSize=tostring(sku.name)\r\n ) on subscriptionId \r\n| order by type asc \r\n| project WindowsId,VMName,VMRG,VMSize, VMSSize, VMLocation,OSType, OSVersion,LicenseType, subscriptionId\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), WindowsId=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct WindowsId\r\n )\r\n on WindowsId", + "size": 0, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ] + }, + "conditionalVisibilities": [ + { + "parameterName": "LoadVMSSTab", + "comparison": "isEqualTo", + "value": "Yes" + }, + { + "parameterName": "AlwaysHidden", + "comparison": "isEqualTo", + "value": "True" + } + ], + "name": "VMSSAHBEnabled-RG" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | extend SubscriptionName=name \r\n| join (\r\nresources \r\n| where resourceGroup in ({ResourceGroup})\r\n| where type =~ 'microsoft.compute/virtualMachineScaleSets'\r\n| where tostring(properties.storageProfile.osDisk.osType) == 'Windows' or tostring(properties.virtualMachineProfile.storageProfile.osDisk.osType) == 'Windows'\r\n| where tostring(properties.['licenseType']) !has 'Windows' and tostring(properties.virtualMachineProfile.['licenseType']) !has 'Windows'\r\n| extend WindowsId=id, VMName=name, VMLocation=location, VMRG=resourceGroup, OSType=tostring(properties.virtualMachineProfile.storageProfile.osDisk.osType), OsVersion = tostring(properties.virtualMachineProfile.storageProfile.imageReference.sku), VMSize=tostring (properties.hardwareProfile.vmSize), LicenseType = tostring(properties.virtualMachineProfile.licenseType), VMSSize=tostring(sku.name)\r\n ) on subscriptionId \r\n| order by type asc \r\n| project WindowsId,VMName,VMRG,VMSize, VMSSize, VMLocation,OSType, OsVersion,LicenseType, subscriptionId\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), WindowsId=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct WindowsId\r\n )\r\n on WindowsId\r\n", + "size": 0, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ] + }, + "conditionalVisibilities": [ + { + "parameterName": "LoadVMSSTab", + "comparison": "isEqualTo", + "value": "Yes" + }, + { + "parameterName": "AlwaysHidden", + "comparison": "isEqualTo", + "value": "True" + } + ], + "name": "VMSSAHBDisabled-RG" + }, + { + "type": 1, + "content": { + "json": "### Consumed Licenses\r\nTotal number of Windows licenses cores consumed by all Windows virtual machines.\r\n", + "style": "info" + }, + "customWidth": "50", + "name": "Windows virtual machine" + }, + { + "type": 1, + "content": { + "json": "### Number of required Cores to enable Windows Azure Hybrid Benefit\r\nNumber of cores required to enable AHB across the entire environment.", + "style": "info" + }, + "customWidth": "50", + "name": "Number of required Cores to AHB" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "loadType": "explicit", + "loadButtonText": "Load VMSS Info", + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"50d79765-aad4-437e-a90b-8cc7865e7081\",\"mergeType\":\"inner\",\"leftTable\":\"VMSSAHBEnabled-RG\",\"rightTable\":\"API-Get_VM_SKU\",\"leftColumn\":\"VMSSize\",\"rightColumn\":\"Name\"}],\"projectRename\":[{\"originalName\":\"[Added column]\",\"mergedName\":\"Prioritize AHB?\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCPUs\",\"operator\":\">=\",\"rightValType\":\"static\",\"rightVal\":\"8\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"High Priority\\\"\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"Low Priority\\\"\"}}]},{\"originalName\":\"[Added column]\",\"mergedName\":\"Consumed Cores per VM\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCPUs\",\"operator\":\"<=\",\"rightValType\":\"static\",\"rightVal\":\"8\",\"resultValType\":\"expression\",\"resultVal\":\"8\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\" ([\\\"vCPUs\\\"] + 7) & ~7\"}}]},{\"originalName\":\"[query - 0].subscriptionId\",\"mergedName\":\"subscriptionId\",\"fromId\":\"unknown\"},{\"originalName\":\"[VMSSAHBEnabled-RG].WindowsId\",\"mergedName\":\"WindowsId\",\"fromId\":\"unknown\"},{\"originalName\":\"[VMSSAHBEnabled-RG].VMName\",\"mergedName\":\"VMName\",\"fromId\":\"unknown\"},{\"originalName\":\"[VMSSAHBEnabled-RG].VMRG\",\"mergedName\":\"VMRG\",\"fromId\":\"unknown\"},{\"originalName\":\"[VMSSAHBEnabled-RG].VMSize\",\"mergedName\":\"VMSize\",\"fromId\":\"unknown\"},{\"originalName\":\"[VMSSAHBEnabled-RG].VMSSize\",\"mergedName\":\"VMSSize\",\"fromId\":\"unknown\"},{\"originalName\":\"[VMSSAHBEnabled-RG].VMLocation\",\"mergedName\":\"VMLocation\",\"fromId\":\"unknown\"},{\"originalName\":\"[VMSSAHBEnabled-RG].OSType\",\"mergedName\":\"OSType\",\"fromId\":\"unknown\"},{\"originalName\":\"[VMSSAHBEnabled-RG].OSVersion\",\"mergedName\":\"OSVersion\",\"fromId\":\"unknown\"},{\"originalName\":\"[VMSSAHBEnabled-RG].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"unknown\"},{\"originalName\":\"[VMSSAHBEnabled-RG].subscriptionId\",\"mergedName\":\"subscriptionId\",\"fromId\":\"unknown\"},{\"originalName\":\"[API-Get_VM_SKU].Name\",\"mergedName\":\"Name\",\"fromId\":\"unknown\"},{\"originalName\":\"[API-Get_VM_SKU].vCPUs\",\"mergedName\":\"vCPUs\",\"fromId\":\"unknown\"},{\"originalName\":\"[API-Get_VM_SKU].MemoryGB\",\"mergedName\":\"MemoryGB\",\"fromId\":\"unknown\"},{\"originalName\":\"[API-Get_VM_SKU].MaxNetworkInterfaces\",\"mergedName\":\"MaxNetworkInterfaces\",\"fromId\":\"unknown\"},{\"originalName\":\"[API-Get_VM_SKU].HyperVGenerations\",\"mergedName\":\"HyperVGenerations\",\"fromId\":\"unknown\"},{\"originalName\":\"[API-Get_VM_SKU].vCPUsPerCore\",\"mergedName\":\"vCPUsPerCore\",\"fromId\":\"unknown\"},{\"originalName\":\"[VMSSAHBEnabled-RG].WindowsId1\",\"mergedName\":\"WindowsId1\",\"fromId\":\"unknown\"},{\"originalName\":\"[WindowsAHBEnabled].WindowsId\"},{\"originalName\":\"[WindowsAHBEnabled].VMRG\"},{\"originalName\":\"[WindowsAHBEnabled].VMLocation\"},{\"originalName\":\"[WindowsAHBEnabled].OSType\"},{\"originalName\":\"[WindowsAHBEnabled].OsVersion\"},{\"originalName\":\"[WindowsAHBEnabled].LicenseType\"},{\"originalName\":\"[query - Get VM vCPU].Name\"},{\"originalName\":\"[query - Get VM vCPU].MemoryGB\"},{\"originalName\":\"[query - Get VM vCPU].MaxNetworkInterfaces\"},{\"originalName\":\"[query - Get VM vCPU].HyperVGenerations\"},{\"originalName\":\"[query - Get VM vCPU].vCPUsPerCore\"},{\"originalName\":\"[WindowsAHBEnabled].VMSSize\"}]}", + "size": 0, + "title": "Cores not enabled per AHB Priority", + "noDataMessage": "All of your VMs have AHB enabled", + "noDataMessageStyle": 4, + "showRefreshButton": true, + "queryType": 7, + "visualization": "piechart", + "gridSettings": { + "formatters": [ + { + "columnMatch": "Prioritize AHB?", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "High Priority", + "representation": "Sev0", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "Sev4", + "text": "{0}{1}" + } + ] + }, + "numberFormat": { + "unit": 17, + "options": { + "style": "decimal" + } + } + } + ] + }, + "chartSettings": { + "yAxis": [ + "Consumed Cores per VM" + ], + "group": "Prioritize AHB?", + "createOtherGroup": null + } + }, + "customWidth": "33", + "name": "Cores NOT enabled per AHB Priority" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"50d79765-aad4-437e-a90b-8cc7865e7081\",\"mergeType\":\"inner\",\"leftTable\":\"VMSSAHBEnabled-RG\",\"rightTable\":\"API-Get_VM_SKU\",\"leftColumn\":\"VMSSize\",\"rightColumn\":\"Name\"}],\"projectRename\":[{\"originalName\":\"[Added column]\",\"mergedName\":\"Prioritize AHB?\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCPUs\",\"operator\":\">=\",\"rightValType\":\"static\",\"rightVal\":\"8\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"High Priority\\\"\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"Low Priority\\\"\"}}]},{\"originalName\":\"[Added column]\",\"mergedName\":\"Consumed Cores per VM\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCPUs\",\"operator\":\"<=\",\"rightValType\":\"static\",\"rightVal\":\"8\",\"resultValType\":\"expression\",\"resultVal\":\"8\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\" ([\\\"vCPUs\\\"] + 7) & ~7\"}}]},{\"originalName\":\"[WindowsAHBEnabled].subscriptionId\",\"mergedName\":\"subscriptionId\",\"fromId\":\"unknown\"},{\"originalName\":\"[VMSSAHBEnabled-RG].WindowsId\",\"mergedName\":\"WindowsId\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[VMSSAHBEnabled-RG].VMName\",\"mergedName\":\"VMName\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[VMSSAHBEnabled-RG].VMRG\",\"mergedName\":\"VMRG\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[VMSSAHBEnabled-RG].VMSize\",\"mergedName\":\"VMSize\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[VMSSAHBEnabled-RG].VMSSize\",\"mergedName\":\"VMSSize\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[VMSSAHBEnabled-RG].VMLocation\",\"mergedName\":\"VMLocation\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[VMSSAHBEnabled-RG].OSType\",\"mergedName\":\"OSType\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[VMSSAHBEnabled-RG].OSVersion\",\"mergedName\":\"OSVersion\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[VMSSAHBEnabled-RG].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[VMSSAHBEnabled-RG].subscriptionId\",\"mergedName\":\"subscriptionId\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[API-Get_VM_SKU].Name\",\"mergedName\":\"Name\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[API-Get_VM_SKU].vCPUs\",\"mergedName\":\"vCPUs\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[API-Get_VM_SKU].MemoryGB\",\"mergedName\":\"MemoryGB\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[API-Get_VM_SKU].MaxNetworkInterfaces\",\"mergedName\":\"MaxNetworkInterfaces\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[API-Get_VM_SKU].HyperVGenerations\",\"mergedName\":\"HyperVGenerations\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[API-Get_VM_SKU].vCPUsPerCore\",\"mergedName\":\"vCPUsPerCore\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[VMSSAHBEnabled-RG].WindowsId1\",\"mergedName\":\"WindowsId1\",\"fromId\":\"unknown\"},{\"originalName\":\"[WindowsAHBEnabled].WindowsId\"},{\"originalName\":\"[WindowsAHBEnabled].VMRG\"},{\"originalName\":\"[WindowsAHBEnabled].VMLocation\"},{\"originalName\":\"[WindowsAHBEnabled].OSType\"},{\"originalName\":\"[WindowsAHBEnabled].OsVersion\"},{\"originalName\":\"[WindowsAHBEnabled].LicenseType\"},{\"originalName\":\"[query - Get VM vCPU].Name\"},{\"originalName\":\"[query - Get VM vCPU].MemoryGB\"},{\"originalName\":\"[query - Get VM vCPU].MaxNetworkInterfaces\"},{\"originalName\":\"[query - Get VM vCPU].HyperVGenerations\"},{\"originalName\":\"[query - Get VM vCPU].vCPUsPerCore\"},{\"originalName\":\"[WindowsAHBEnabled].VMSSize\"}]}", + "size": 0, + "title": "Consumed Cores per AHB Priority", + "noDataMessage": "None of your VMs have AHB enabled", + "noDataMessageStyle": 4, + "showRefreshButton": true, + "queryType": 7, + "visualization": "piechart", + "gridSettings": { + "formatters": [ + { + "columnMatch": "Prioritize AHB?", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "High Priority", + "representation": "Sev0", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "Sev4", + "text": "{0}{1}" + } + ] + }, + "numberFormat": { + "unit": 17, + "options": { + "style": "decimal" + } + } + } + ] + } + }, + "customWidth": "33", + "name": "Consumed Cores per AHB Priority" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"d8deb22b-a596-43ee-acc4-180849d26130\",\"mergeType\":\"inner\",\"leftTable\":\"VMSSAHBEnabled-RG\",\"rightTable\":\"API-Get_VM_SKU\",\"leftColumn\":\"VMSSize\",\"rightColumn\":\"Name\"}],\"projectRename\":[{\"originalName\":\"[Added column]\",\"mergedName\":\"ConsumedCores\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCPUs\",\"operator\":\"<=\",\"rightValType\":\"static\",\"rightVal\":\"8\",\"resultValType\":\"expression\",\"resultVal\":\"8\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"([\\\"vCPUs\\\"] + 7) & ~7\"}}]},{\"originalName\":\"[WindowsAHBEnabled].subscriptionId\",\"mergedName\":\"subscriptionId\",\"fromId\":\"unknown\"},{\"originalName\":\"[VMSSAHBEnabled-RG].WindowsId\",\"mergedName\":\"WindowsId\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[VMSSAHBEnabled-RG].VMName\",\"mergedName\":\"VMName\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[VMSSAHBEnabled-RG].VMRG\",\"mergedName\":\"VMRG\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[VMSSAHBEnabled-RG].VMSize\",\"mergedName\":\"VMSize\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[VMSSAHBEnabled-RG].VMSSize\",\"mergedName\":\"VMSSize\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[VMSSAHBEnabled-RG].VMLocation\",\"mergedName\":\"VMLocation\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[VMSSAHBEnabled-RG].OSType\",\"mergedName\":\"OSType\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[VMSSAHBEnabled-RG].OSVersion\",\"mergedName\":\"OSVersion\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[VMSSAHBEnabled-RG].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[VMSSAHBEnabled-RG].subscriptionId\",\"mergedName\":\"subscriptionId\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[API-Get_VM_SKU].Name\",\"mergedName\":\"Name\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[API-Get_VM_SKU].vCPUs\",\"mergedName\":\"vCPUs\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[API-Get_VM_SKU].MemoryGB\",\"mergedName\":\"MemoryGB\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[API-Get_VM_SKU].MaxNetworkInterfaces\",\"mergedName\":\"MaxNetworkInterfaces\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[API-Get_VM_SKU].HyperVGenerations\",\"mergedName\":\"HyperVGenerations\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[API-Get_VM_SKU].vCPUsPerCore\",\"mergedName\":\"vCPUsPerCore\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[VMSSAHBEnabled-RG].WindowsId1\",\"mergedName\":\"WindowsId1\",\"fromId\":\"unknown\"}]}", + "size": 0, + "title": "Consumed Cores per VMSS", + "showRefreshButton": true, + "queryType": 7, + "visualization": "piechart", + "gridSettings": { + "formatters": [ + { + "columnMatch": "ConsumedCores", + "formatter": 0, + "formatOptions": { + "aggregation": "Sum" + } + } + ] + }, + "tileSettings": { + "titleContent": {}, + "leftContent": { + "columnMatch": "ConsumedCores", + "formatter": 12, + "formatOptions": { + "palette": "blue" + } + }, + "showBorder": false + }, + "graphSettings": { + "type": 0 + }, + "chartSettings": { + "yAxis": [ + "ConsumedCores" + ], + "group": "VMName", + "createOtherGroup": null + } + }, + "customWidth": "33", + "name": "Consumed Cores per VMSS" + } + ] + }, + "name": "VMSS RG Overview" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "parameters": [ + { + "id": "ae5e8765-47ef-46a6-803b-6b7124c098d2", + "version": "KqlParameterItem/1.0", + "name": "VMSSAHBEnabled", + "label": "See VMSS with AHB", + "type": 2, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "jsonData": "[\r\n {\"value\":\"Yes\"},\r\n {\"value\":\"No\", \"selected\":true}\r\n]\r\n\r\n", + "timeContext": { + "durationMs": 86400000 + } + }, + { + "id": "f1ac5e53-253c-4afb-8bc5-b1ba2efea3eb", + "version": "KqlParameterItem/1.0", + "name": "VMSSAHBDisabled", + "label": "See VMSS without AHB", + "type": 2, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "jsonData": "[\r\n {\"value\":\"Yes\"},\r\n {\"value\":\"No\", \"selected\":true}\r\n]\r\n\r\n" + } + ], + "style": "pills", + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces" + }, + "name": "VMSS Without AHB" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"50d79765-aad4-437e-a90b-8cc7865e7081\",\"mergeType\":\"inner\",\"leftTable\":\"VMSSAHBEnabled-RG\",\"rightTable\":\"API-Get_VM_SKU\",\"leftColumn\":\"VMSSize\",\"rightColumn\":\"Name\"}],\"projectRename\":[{\"originalName\":\"[WindowsAHBEnabled].subscriptionId\",\"mergedName\":\"subscriptionId\",\"fromId\":\"unknown\"},{\"originalName\":\"[Added column]\",\"mergedName\":\"Prioritize AHB?\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCPUs\",\"operator\":\">=\",\"rightValType\":\"static\",\"rightVal\":\"8\",\"resultValType\":\"static\",\"resultVal\":\"High Priority\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"static\",\"resultVal\":\"Low Priority\"}}]},{\"originalName\":\"[Added column]\",\"mergedName\":\"Consumed Cores per 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- 0].VMName\"},{\"originalName\":\"[query - 0].VMSSize\"},{\"originalName\":\"[query - Get VM vCPU].Name\"},{\"originalName\":\"[query - Get VM vCPU].MemoryGB\"},{\"originalName\":\"[query - Get VM vCPU].MaxNetworkInterfaces\"},{\"originalName\":\"[query - Get VM vCPU].HyperVGenerations\"},{\"originalName\":\"[query - Get VM vCPU].vCPUsPerCore\"},{\"originalName\":\"[WindowsAHBEnabled].VMSSize\"},{\"originalName\":\"[WindowsAHBEnabled].VMName\"},{\"originalName\":\"[VMSSAHBEnabled].VMSize\"},{\"originalName\":\"[VMSSAHBEnabled].VMName\"},{\"originalName\":\"[VMSSAHBEnabled-Tag].VMName\"},{\"originalName\":\"[VMSSAHBEnabled-Tag].VMSize\"}]}", + "size": 0, + "title": "VMSS with AHB", + "noDataMessage": "None of your VMSS have AHB enabled", + "noDataMessageStyle": 4, + "showExportToExcel": true, + "queryType": 7, + "gridSettings": { + "formatters": [ + { + "columnMatch": "$gen_group", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "Group", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "Prioritize AHB?", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "High Priority", + "representation": "Sev0", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "2", + "text": "{0}{1}" + } + ] + }, + "numberFormat": { + "unit": 17, + "options": { + "style": "decimal" + } + } + }, + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "Subscription Name", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + } + ], + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "subscriptionId" + ], + "expandTopLevel": true + } + } + }, + "conditionalVisibility": { + "parameterName": "VMSSAHBEnabled", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "VMSS+SKU+vCores-AHB" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"50d79765-aad4-437e-a90b-8cc7865e7081\",\"mergeType\":\"inner\",\"leftTable\":\"VMSSAHBDisabled-RG\",\"rightTable\":\"API-Get_VM_SKU\",\"leftColumn\":\"VMSSize\",\"rightColumn\":\"Name\"}],\"projectRename\":[{\"originalName\":\"[query - 0].subscriptionId\",\"mergedName\":\"subscriptionId\",\"fromId\":\"unknown\"},{\"originalName\":\"[query - 0].subscriptionId\",\"mergedName\":\"subscriptionId\",\"fromId\":\"unknown\"},{\"originalName\":\"[Added column]\",\"mergedName\":\"Prioritize AHB?\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCPUs\",\"operator\":\">=\",\"rightValType\":\"static\",\"rightVal\":\"8\",\"resultValType\":\"static\",\"resultVal\":\"High Priority\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"static\",\"resultVal\":\"Low Priority\"}}]},{\"originalName\":\"[VMSSAHBDisabled-RG].WindowsId\",\"mergedName\":\"WindowsId\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[VMSSAHBDisabled-RG].VMName\",\"mergedName\":\"VMName\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[VMSSAHBDisabled-RG].VMRG\",\"mergedName\":\"VMRG\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[VMSSAHBDisabled-RG].VMSize\",\"mergedName\":\"VMSize\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[VMSSAHBDisabled-RG].VMSSize\",\"mergedName\":\"VMSSize\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[VMSSAHBDisabled-RG].VMLocation\",\"mergedName\":\"VMLocation\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[VMSSAHBDisabled-RG].OSType\",\"mergedName\":\"OSType\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[VMSSAHBDisabled-RG].OsVersion\",\"mergedName\":\"OsVersion\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[VMSSAHBDisabled-RG].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[VMSSAHBDisabled-RG].subscriptionId\",\"mergedName\":\"subscriptionId\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[API-Get_VM_SKU].Name\",\"mergedName\":\"Name\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[API-Get_VM_SKU].vCPUs\",\"mergedName\":\"vCPUs\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[API-Get_VM_SKU].MemoryGB\",\"mergedName\":\"MemoryGB\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[API-Get_VM_SKU].MaxNetworkInterfaces\",\"mergedName\":\"MaxNetworkInterfaces\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[API-Get_VM_SKU].HyperVGenerations\",\"mergedName\":\"HyperVGenerations\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[API-Get_VM_SKU].vCPUsPerCore\",\"mergedName\":\"vCPUsPerCore\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[query - 0].VMName\"},{\"originalName\":\"[query - 0].VMSSize\"},{\"originalName\":\"[query - Get VM vCPU].Name\"},{\"originalName\":\"[query - Get VM vCPU].MemoryGB\"},{\"originalName\":\"[query - Get VM vCPU].MaxNetworkInterfaces\"},{\"originalName\":\"[query - Get VM vCPU].HyperVGenerations\"},{\"originalName\":\"[query - Get VM vCPU].vCPUsPerCore\"},{\"originalName\":\"[VMSS-AHB-Disabled].VMName\"},{\"originalName\":\"[VMSS-AHB-Disabled-Tag].VMSize\"},{\"originalName\":\"[VMSS-AHB-Disabled-Tag].VMName\"}]}", + "size": 0, + "title": "VMSS without AHB", + "noDataMessage": "All of your VMSS have AHB enabled", + "noDataMessageStyle": 3, + "showExportToExcel": true, + "queryType": 7, + "gridSettings": { + "formatters": [ + { + "columnMatch": "$gen_group", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "Group", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "Prioritize AHB?", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "High Priority", + "representation": "Sev0", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "Sev4", + "text": "{0}{1}" + } + ] + }, + "numberFormat": { + "unit": 17, + "options": { + "style": "decimal" + } + } + } + ], + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "subscriptionId" + ], + "expandTopLevel": true + } + } + }, + "conditionalVisibility": { + "parameterName": "VMSSAHBDisabled", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "VMSS+SKU+vCores" + } + ] + }, + "name": "VMSS RG Details" + } + ] + }, + "conditionalVisibilities": [ + { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "VMSS" + }, + { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "VM" + } + ], + "name": "VMSS-RG" + } + ] + }, + "conditionalVisibilities": [ + { + "parameterName": "selectedRateOptimizationTab", + "comparison": "isEqualTo", + "value": "AHB" + }, + { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "RateOptimization" + } + ], + "name": "AHB Overview" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "RateOptimization" + }, + "name": "group - RateOptimization group" + }, + { + "type": 11, + "content": { + "version": "LinkItem/1.0", + "style": "tabs", + "links": [ + { + "id": "6b8c0a46-6867-498b-9a3e-799a2475a11a", + "cellValue": "selectedOverviewTab", + "linkTarget": "parameter", + "linkLabel": "Welcome", + "subTarget": "instructions", + "style": "link" + }, + { + "id": "da748ed1-f329-42d4-962d-9b2339baf7c4", + "cellValue": "selectedOverviewTab", + "linkTarget": "parameter", + "linkLabel": "Resources overview", + "subTarget": "resourcesMap", + "style": "link" + }, + { + "id": "a4b4de18-b90e-4212-86a2-ea5fabc4f40c", + "cellValue": "selectedOverviewTab", + "linkTarget": "parameter", + "linkLabel": "Security recommendations", + "subTarget": "securityRecommendations", + "style": "link" + }, + { + "id": "a18f24d2-3320-4c53-a86d-db32c920c8f7", + "cellValue": "selectedOverviewTab", + "linkTarget": "parameter", + "linkLabel": "Reliability recommendations", + "subTarget": "reliabilityRecommendations", + "style": "link" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "Welcome" + }, + "name": "tabs - overview tabs" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "parameters": [ + { + "id": "6a9ccf8c-9f3e-4ee0-b45b-f511401f8656", + "version": "KqlParameterItem/1.0", + "name": "mapSubscriptions", + "label": "Subscriptions", + "type": 6, + "multiSelect": true, + "quote": "'", + "delimiter": ",", + "typeSettings": { + "additionalResourceOptions": [ + "value::all" + ], + "includeAll": false + }, + "timeContext": { + "durationMs": 86400000 + }, + "defaultValue": "value::all", + "value": [ + "value::all" + ] + } + ], + "style": "pills", + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces" + }, + "conditionalVisibilities": [ + { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "Welcome" + }, + { + "parameterName": "selectedOverviewTab", + "comparison": "isNotEqualTo", + "value": "instructions" + } + ], + "name": "parameters - OverviewSubscriptions" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "advisorresources\r\n| where type == \"microsoft.advisor/recommendations\"\r\n| where tostring (properties.category) has \"Security\"\r\n| project AffectedResource=tostring(properties.resourceMetadata.resourceId),Impact=tostring(properties.impact),Recommendation=tostring(properties.shortDescription.problem),subscriptionId", + "size": 0, + "title": "Azure Advisor security recommendations", + "noDataMessage": "You are following all of our security recommendations for the selected subscriptions.", + "noDataMessageStyle": 3, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{mapSubscriptions}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "Impact", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "colors", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "High", + "representation": "red", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "Medium", + "representation": "orange", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "Low", + "representation": "blue", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "gray", + "text": "{0}{1}" + } + ] + } + }, + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "resourceGroup", + "formatter": 14, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + } + ], + "filter": true, + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "Impact" + ] + } + } + }, + "name": "query - advisorSecurityRecommendations" + } + ] + }, + "conditionalVisibilities": [ + { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "Welcome" + }, + { + "parameterName": "selectedOverviewTab", + "comparison": "isEqualTo", + "value": "securityRecommendations" + } + ], + "name": "group - securityRecommendations" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 1, + "content": { + "json": "# Welcome to the cost optimization workbook" + }, + "name": "Welcome" + }, + { + "type": 1, + "content": { + "json": "### Reference: [Microsoft Azure Well-Architected Framework - cost optimization pillar](https://learn.microsoft.com/azure/architecture/framework/cost/overview)", + "style": "upsell" + }, + "name": "Reference" + }, + { + "type": 1, + "content": { + "json": "This workbook aims to offer a comprehensive overview of your Azure environment's resource usage, aligning with the WAF Cost Optimization pillar. It identifies recommendations to optimize efficiency, providing guidance on potential opportunities. Please note that the workbook serves as guidance to highlight optimization opportunities, and the extent of cost reduction depends on their implementation.\r\n\r\n## Overview of the cost optimization pillar\r\n\r\n* The cost optimization pillar provides principles for balancing business goals with technology needs to create a cost-effective workload while avoiding capital-intensive solutions.The workbook emphasizes the importance of reducing waste and improving operational efficiencies.\r\n\r\n* To assess your workload based on the principles outlined in the [Microsoft Azure Well-Architected Framework](https://learn.microsoft.com/azure/architecture/framework/), reference the [Microsoft Azure Well-Architected Review](https://learn.microsoft.com/assessments/?id=azure-architecture-review&mode=pre-assessment&session=20dc50e4-5b71-4f38-bc49-51cc1d9f205c) tool.\r\n\r\n\r\n\r\n\r\n" + }, + "name": "objective" + }, + { + "type": 1, + "content": { + "json": "Indicates an implemented recommendation that can result in a environment that is following the Cost Optimization & Cost Governance principles.", + "style": "success" + }, + "customWidth": "50", + "name": "Greenlight", + "styleSettings": { + "margin": "10px", + "showBorder": true + } + }, + { + "type": 1, + "content": { + "json": "## Prerequisites\r\n\r\nThis workbook requires the following least-privileged (minimum) roles on your Subscriptions:\r\n\r\n * **Reader** : allows you to import the workbook without saving it and view all of the workbook tabs.\r\n * **Workbook Contributor** : allows you to import and save the workbook\r\n\r\nThis workbook includes \"Quick Fix\" actions within certain queries. The permissions necessary to execute these actions may vary and are documented for each specific action.\r\n\r\n\r\n" + }, + "name": "Prerequisites" + }, + { + "type": 1, + "content": { + "json": "## Feedback\r\n\r\n [ Submit feedback here ](https://aka.ms/advisor_cost_wb_feedback) on your experience with workbooks at any time.\r\n\r\n\r\n\r\n [Submit any issues ](https://aka.ms/costworkbookfeedback) with the workbook template to GitHub." + }, + "name": "text - 5" + } + ] + }, + "conditionalVisibilities": [ + { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "Welcome" + }, + { + "parameterName": "selectedOverviewTab", + "comparison": "isEqualTo", + "value": "instructions" + } + ], + "name": "Welcome" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "summarize count() by location", + "size": 2, + "title": "Resource distribution per region", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{mapSubscriptions}" + ], + "visualization": "map", + "mapSettings": { + "locInfo": "AzureLoc", + "locInfoColumn": "location", + "sizeSettings": "count_", + "sizeAggregation": "Sum", + "labelSettings": "location", + "legendMetric": "count_", + "legendAggregation": "Sum", + "itemColorSettings": { + "nodeColorField": "count_", + "colorAggregation": "Sum", + "type": "heatmap", + "heatmapPalette": "greenRed" + } + } + }, + "name": "query - resourcesMap" + } + ] + }, + "conditionalVisibilities": [ + { + "parameterName": "selectedOverviewTab", + "comparison": "isEqualTo", + "value": "resourcesMap" + }, + { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "Welcome" + } + ], + "name": "group - resourceOverview" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "advisorresources\r\n| where type == \"microsoft.advisor/recommendations\"\r\n| where tostring (properties.category) has \"HighAvailability\"\r\n| project AffectedResource=tostring(properties.resourceMetadata.resourceId),Impact=tostring(properties.impact),Recommendation=tostring(properties.shortDescription.problem),subscriptionId", + "size": 0, + "title": "Azure Advisor reliability recommendations", + "noDataMessage": "You are following all of our reliability recommendations for the selected subscriptions.", + "noDataMessageStyle": 3, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{mapSubscriptions}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "Impact", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "colors", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "High", + "representation": "red", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "Medium", + "representation": "orange", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "Low", + "representation": "blue", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "gray", + "text": "{0}{1}" + } + ] + } + }, + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "resourceGroup", + "formatter": 14, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + } + ], + "filter": true, + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "Impact" + ] + } + } + }, + "name": "query - advisorReliabilityRecommendations" + } + ] + }, + "conditionalVisibilities": [ + { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "Welcome" + }, + { + "parameterName": "selectedOverviewTab", + "comparison": "isEqualTo", + "value": "reliabilityRecommendations" + } + ], + "name": "group - reliabilityRecommendations" + } + ], + "fallbackResourceIds": [ + "Azure Monitor" + ], + "$schema": "https://github.com/Microsoft/Application-Insights-Workbooks/blob/master/schema/workbook.json" + }, + "version": "", + "workbookJson": "[string(variables('$fxv#0'))]", + "workbookId": "0b2", + "telemetryId": "[format('00f120b5-2007-6120-0000-{0}30126b006', variables('workbookId'))]", + "finOpsToolkitVersion": "0.8", + "resourceTags": "[if(contains(parameters('tags'), 'ftk-tool'), parameters('tags'), union(parameters('tags'), createObject('ftk-version', variables('finOpsToolkitVersion'), 'ftk-tool', format('{0} workbook', parameters('displayName')))))]" + }, + "resources": [ + { + "condition": "[parameters('enableDefaultTelemetry')]", + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "[format('pid-{0}-{1}', variables('telemetryId'), uniqueString(deployment().name, parameters('location')))]", + "properties": { + "mode": "Incremental", + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "FinOps toolkit", + "version": "[variables('finOpsToolkitVersion')]" + } + }, + "resources": [] + } + } + }, + { + "type": "Microsoft.Insights/workbooks", + "apiVersion": "2022-04-01", + "name": "[guid(resourceGroup().id, 'Microsoft.Insights/workbooks', parameters('displayName'))]", + "location": "[parameters('location')]", + "tags": "[variables('resourceTags')]", + "kind": "shared", + "properties": { + "category": "workbook", + "description": "[parameters('description')]", + "displayName": "[parameters('displayName')]", + "serializedData": "[variables('workbookJson')]", + "sourceId": "Azure Monitor", + "version": "[variables('version')]" + } + } + ], + "outputs": { + "workbookId": { + "type": "string", + "metadata": { + "description": "The resource ID of the workbook." + }, + "value": "[resourceId('Microsoft.Insights/workbooks', guid(resourceGroup().id, 'Microsoft.Insights/workbooks', parameters('displayName')))]" + }, + "workbookUrl": { + "type": "string", + "metadata": { + "description": "Link to the workbook in the Azure portal." + }, + "value": "[format('{0}/#view/AppInsightsExtension/UsageNotebookBlade/ComponentId/Azure%20Monitor/ConfigurationId/{1}/Type/{2}/WorkbookTemplateName/{3}', environment().portal, uriComponent(resourceId('Microsoft.Insights/workbooks', guid(resourceGroup().id, 'Microsoft.Insights/workbooks', parameters('displayName')))), reference(resourceId('Microsoft.Insights/workbooks', guid(resourceGroup().id, 'Microsoft.Insights/workbooks', parameters('displayName'))), '2022-04-01').category, uriComponent(reference(resourceId('Microsoft.Insights/workbooks', guid(resourceGroup().id, 'Microsoft.Insights/workbooks', parameters('displayName'))), '2022-04-01').displayName))]" + } + } + } + } + }, + { + "condition": "[parameters('includeGovernance')]", + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "[format('{0}-Governance', parameters('displayNamePrefix'))]", + "properties": { + "expressionEvaluationOptions": { + "scope": "inner" + }, + "mode": "Incremental", + "parameters": { + "displayName": { + "value": "[format('{0} - Governance', parameters('displayNamePrefix'))]" + }, + "location": { + "value": "[parameters('location')]" + }, + "tags": { + "value": "[variables('resourceTags')]" + }, + "enableDefaultTelemetry": { + "value": false + } + }, + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.93.31351", + "templateHash": "10054098441393474777" + } + }, + "parameters": { + "displayName": { + "type": "string", + "defaultValue": "Governance", + "metadata": { + "description": "Optional. Display name for the workbook used in the Gallery. Must be unique in the resource group." + } + }, + "location": { + "type": "string", + "defaultValue": "[resourceGroup().location]", + "metadata": { + "description": "Optional. Location of the resources. Default: Same as deployment. See https://aka.ms/azureregions." + } + }, + "description": { + "type": "string", + "defaultValue": "Reports to help you optimize your cost.", + "metadata": { + "description": "Optional. Workbook description." + } + }, + "tags": { + "type": "object", + "defaultValue": {}, + "metadata": { + "description": "Optional. Tags for all resources." + } + }, + "enableDefaultTelemetry": { + "type": "bool", + "defaultValue": true, + "metadata": { + "description": "Optional. Enable telemetry to track anonymous module usage trends, monitor for bugs, and improve future releases." + } + } + }, + "variables": { + "$fxv#0": { + "version": "Notebook/1.0", + "items": [ + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 11, + "content": { + "version": "LinkItem/1.0", + "style": "tabs", + "links": [ + { + "id": "19b06e9e-eec2-4a7e-935d-92d77b2f87a3", + "cellValue": "SelectedTab", + "linkTarget": "parameter", + "linkLabel": "Overview", + "subTarget": "RC_Overview", + "preText": "", + "style": "link" + }, + { + "id": "528e35b9-aca4-423f-9267-50f62011a3cb", + "cellValue": "SelectedTab", + "linkTarget": "parameter", + "linkLabel": "Virtual machine", + "subTarget": "RC_VM", + "style": "link" + }, + { + "id": "7faacfc6-663e-4ff5-bb64-f86d995f9563", + "cellValue": "SelectedTab", + "linkTarget": "parameter", + "linkLabel": "Storage + backup", + "subTarget": "RC_Storage", + "style": "link" + }, + { + "id": "c17ce2c0-83e6-4e5c-9c3e-f34cbf887e73", + "cellValue": "SelectedTab", + "linkTarget": "parameter", + "linkLabel": "Network", + "subTarget": "RC_Network", + "style": "link" + }, + { + "id": "2f4e49d7-3198-4173-af1c-4cf4c5178000", + "cellValue": "SelectedTab", + "linkTarget": "parameter", + "linkLabel": "PaaS", + "subTarget": "RC_PaaS", + "style": "link" + }, + { + "id": "f8f7e1fc-8f5d-442a-9788-3eabbf8ab275", + "cellValue": "SelectedTab", + "linkTarget": "parameter", + "linkLabel": "Security", + "subTarget": "RC_Security", + "style": "link" + }, + { + "id": "80ad2db8-a21e-43e9-bd28-75d8d606eaf5", + "cellValue": "SelectedTab", + "linkTarget": "parameter", + "linkLabel": "Monitoring", + "subTarget": "RC_Monitoring", + "style": "link" + }, + { + "id": "6fc0fef0-a016-4923-9239-b641eb5bdc4f", + "cellValue": "SelectedTab", + "linkTarget": "parameter", + "linkLabel": "Services retirement", + "subTarget": "RC_ServicesRetirement", + "style": "link" + }, + { + "id": "e40dbf66-2abe-4bcf-acd7-1ee6d8fc950b", + "cellValue": "SelectedTab", + "linkTarget": "parameter", + "linkLabel": "Resource age", + "subTarget": "RC_Age", + "style": "link" + }, + { + "id": "e112c6e1-db5e-4b0e-99e9-2edac0eba177", + "cellValue": "SelectedTab", + "linkTarget": "parameter", + "linkLabel": "Tag explorer", + "subTarget": "RC_Tag", + "style": "link" + }, + { + "id": "840cd5ea-6b74-484b-846f-01d424b295cd", + "cellValue": "SelectedTab", + "linkTarget": "parameter", + "linkLabel": "Cost management", + "subTarget": "RC_Cost", + "style": "link" + }, + { + "id": "5436a8c9-73c4-4121-a814-dd6fbb0c0d0c", + "cellValue": "SelectedTab", + "linkTarget": "parameter", + "linkLabel": "Usage + limits", + "subTarget": "RC_Quota", + "style": "link" + }, + { + "id": "fa81b57a-8f3c-4502-beb0-128a7fc35f7c", + "cellValue": "SelectedTab", + "linkTarget": "parameter", + "linkLabel": "Compliance", + "subTarget": "RC_Compliance", + "style": "link" + }, + { + "id": "e3acf38e-2dc4-423e-b91d-a173280b5808", + "cellValue": "SelectedTab", + "linkTarget": "parameter", + "linkLabel": "Governance", + "subTarget": "RC_Governance", + "style": "link" + } + ] + }, + "name": "RC_Menu" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "crossComponentResources": [ + "value::tenant" + ], + "parameters": [ + { + "id": "30297a43-7d69-4daf-93c9-8170d5a995b0", + "version": "KqlParameterItem/1.0", + "name": "Subscription", + "label": "Subscriptions", + "type": 6, + "isRequired": true, + "multiSelect": true, + "quote": "'", + "delimiter": ",", + "typeSettings": { + "additionalResourceOptions": [ + "value::all" + ], + "includeAll": false, + "showDefault": false + }, + "timeContext": { + "durationMs": 86400000 + }, + "defaultValue": "value::all" + } + ], + "style": "above", + "queryType": 1, + "resourceType": "microsoft.resources/tenants" + }, + "conditionalVisibilities": [ + { + "parameterName": "SelectedTab", + "comparison": "isNotEqualTo", + "value": "RC_Age" + }, + { + "parameterName": "SelectedTab", + "comparison": "isNotEqualTo", + "value": "RC_Cost" + }, + { + "parameterName": "SelectedTab", + "comparison": "isNotEqualTo", + "value": "RC_Quota" + }, + { + "parameterName": "SelectedTab", + "comparison": "isNotEqualTo", + "value": "RC_Compliance" + }, + { + "parameterName": "SelectedTab", + "comparison": "isNotEqualTo", + "value": "RC_ServicesRetirement" + } + ], + "name": "parameters - Subscriptions" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 1, + "content": { + "json": "# Welcome the Azure governance workbook" + }, + "name": "Welcome" + }, + { + "type": 1, + "content": { + "json": "### Reference: [Governance in the Microsoft Cloud Adoption Framework for Azure](https://learn.microsoft.com/azure/cloud-adoption-framework/govern/)", + "style": "upsell" + }, + "name": "Reference" + }, + { + "type": 1, + "content": { + "json": "The objective of this workbook is to provide a comprehensive overview of the governance posture of your Azure environment. It offers the standard metrics aligned with the Cloud Adoption Framework and has the capability to identify and apply recommendations to identify non compliance. This workbook is part of the [FinOps toolkit](https://aka.ms/finops/toolkit).\r\n\r\n## Overview of the Cloud Adoption Framework\r\n\r\n* The CAF Govern methodology provides a structured approach for establishing and optimizing cloud governance in Azure. The guidance is relevant for organizations across any industry. It covers essential categories of cloud governance, such as regulatory compliance, security, operations, cost, data, resource management, and artificial intelligence (AI).\r\n\r\n* Cloud governance is how you control cloud use across your organization. Cloud governance sets up guardrails that regulate cloud interactions. These guardrails are a framework of policies, procedures, and tools you use to establish control. Policies define acceptable and unacceptable cloud activity, and the procedures and tools you use ensure all cloud usage aligns with those policies. Successful cloud governance prevents all unauthorized or unmanaged cloud usage.\r\n\r\n* To assess your transformation journey, try the [governance benchmark tool](https://learn.microsoft.com/assessments/b1891add-7646-4d60-a875-32a4ab26327e/).\r\n\r\n\r\n\r\n\r\n" + }, + "name": "text - Overview" + }, + { + "type": 1, + "content": { + "json": "## Prerequisites\r\n\r\nThis workbook will present various cost-related details in the form of governance, networking, storage, VMs, web apps, SQL, and cost information to educate the business about cost related to various resources.\r\n\r\nThis workbook requires the following least-privileged (minimum) roles:\r\n\r\n * **Reader** : allows you to import the workbook without saving it and view all of the workbook tabs except the *Cost management* tab.\r\n * **Cost Management Reader**: allows you to view the costs in the *Cost management* tab \r\n * **Workbook Contributor** : allows you to import and save the workbook\r\n\r\n\r\n" + }, + "name": "text - 7" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "Resources\n| summarize count()", + "size": 3, + "title": "Count of all resources", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "tiles", + "tileSettings": { + "titleContent": { + "columnMatch": "count_", + "formatter": 12, + "formatOptions": { + "palette": "auto" + } + }, + "showBorder": false, + "size": "auto" + } + }, + "name": "Count of all resources" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources\r\n| summarize Count=count(id) by subscriptionId\r\n| order by Count desc", + "size": 3, + "title": "Resource count per subscription (Top 10)", + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "tiles", + "gridSettings": { + "formatters": [ + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "type", + "formatter": 1 + } + ], + "rowLimit": 10, + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "subscriptionId" + ], + "expandTopLevel": true + }, + "labelSettings": [ + { + "columnId": "subscriptionId", + "label": "Subscription name" + } + ] + }, + "sortBy": [], + "tileSettings": { + "titleContent": { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": "Resource", + "showIcon": true + } + }, + "leftContent": { + "columnMatch": "Count", + "formatter": 12, + "formatOptions": { + "palette": "auto" + }, + "numberFormat": { + "unit": 17, + "options": { + "style": "decimal", + "maximumFractionDigits": 2, + "maximumSignificantDigits": 3 + } + } + }, + "showBorder": false, + "rowLimit": 10, + "sortCriteriaField": "count_type", + "sortOrderField": 2 + }, + "graphSettings": { + "type": 0, + "topContent": { + "columnMatch": "subscriptionId", + "formatter": 1 + }, + "centerContent": { + "columnMatch": "Count", + "formatter": 1, + "numberFormat": { + "unit": 17, + "options": { + "maximumSignificantDigits": 3, + "maximumFractionDigits": 2 + } + } + } + }, + "chartSettings": { + "xAxis": "subscriptionId", + "yAxis": [ + "Count" + ], + "showLegend": true, + "seriesLabelSettings": [ + { + "seriesName": "subscriptionId", + "color": "greenDark" + } + ] + }, + "mapSettings": { + "locInfo": "LatLong", + "sizeSettings": "Count", + "sizeAggregation": "Sum", + "legendMetric": "Count", + "legendAggregation": "Sum", + "itemColorSettings": { + "type": "heatmap", + "colorAggregation": "Sum", + "nodeColorField": "Count", + "heatmapPalette": "greenRed" + } + } + }, + "name": "Resource count per subscription (Top 10)" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "Resources \r\n| extend type = case(\r\ntype contains 'microsoft.netapp/netappaccounts', 'NetApp Accounts',\r\ntype contains \"microsoft.compute\", \"Azure Compute\",\r\ntype contains \"microsoft.logic\", \"LogicApps\",\r\ntype contains 'microsoft.keyvault/vaults', \"Key Vaults\",\r\ntype contains 'microsoft.storage/storageaccounts', \"Storage Accounts\",\r\ntype contains 'microsoft.compute/availabilitysets', 'Availability Sets',\r\ntype contains 'microsoft.operationalinsights/workspaces', 'Azure Monitor Resources',\r\ntype contains 'microsoft.operationsmanagement', 'Operations Management Resources',\r\ntype contains 'microsoft.insights', 'Azure Monitor Resources',\r\ntype contains 'microsoft.desktopvirtualization/applicationgroups', 'WVD Application Groups',\r\ntype contains 'microsoft.desktopvirtualization/workspaces', 'WVD Workspaces',\r\ntype contains 'microsoft.desktopvirtualization/hostpools', 'WVD Hostpools',\r\ntype contains 'microsoft.recoveryservices/vaults', 'Backup Vaults',\r\ntype contains 'microsoft.web', 'App Services',\r\ntype contains 'microsoft.managedidentity/userassignedidentities','Managed Identities',\r\ntype contains 'microsoft.storagesync/storagesyncservices', 'Azure File Sync',\r\ntype contains 'microsoft.hybridcompute/machines', 'ARC Machines',\r\ntype contains 'Microsoft.EventHub', 'Event Hub',\r\ntype contains 'Microsoft.EventGrid', 'Event Grid',\r\ntype contains 'Microsoft.Sql', 'SQL Resources',\r\ntype contains 'Microsoft.HDInsight/clusters', 'HDInsight Clusters',\r\ntype contains 'microsoft.devtestlab', 'DevTest Labs Resources',\r\ntype contains 'microsoft.containerinstance', 'Container Instances Resources',\r\ntype contains 'microsoft.portal/dashboards', 'Azure Dashboards',\r\ntype contains 'microsoft.containerregistry/registries', 'Container Registry',\r\ntype contains 'microsoft.automation', 'Automation Resources',\r\ntype contains 'sendgrid.email/accounts', 'SendGrid Accounts',\r\ntype contains 'microsoft.datafactory/factories', 'Data Factory',\r\ntype contains 'microsoft.databricks/workspaces', 'Databricks Workspaces',\r\ntype contains 'microsoft.machinelearningservices/workspaces', 'Machine Learnings Workspaces',\r\ntype contains 'microsoft.alertsmanagement/smartdetectoralertrules', 'Azure Monitor Resources',\r\ntype contains 'microsoft.apimanagement/service', 'API Management Services',\r\ntype contains 'microsoft.dbforpostgresql', 'PostgreSQL Resources',\r\ntype contains 'microsoft.scheduler/jobcollections', 'Scheduler Job Collections',\r\ntype contains 'microsoft.visualstudio/account', 'Azure DevOps Organization',\r\ntype contains 'microsoft.network/', 'Network Resources',\r\ntype contains 'microsoft.migrate/' or type contains 'microsoft.offazure', 'Azure Migrate Resources',\r\ntype contains 'microsoft.servicebus/namespaces', 'Service Bus Namespaces',\r\ntype contains 'microsoft.classic', 'ASM Obsolete Resources',\r\ntype contains 'microsoft.resources/templatespecs', 'Template Spec Resources',\r\ntype contains 'microsoft.virtualmachineimages', 'VM Image Templates',\r\ntype contains 'microsoft.documentdb', 'CosmosDB DB Resources',\r\ntype contains 'microsoft.alertsmanagement/actionrules', 'Azure Monitor Resources',\r\ntype contains 'microsoft.kubernetes/connectedclusters', 'ARC Kubernetes Clusters',\r\ntype contains 'microsoft.purview', 'Purview Resources',\r\ntype contains 'microsoft.security', 'Security Resources',\r\ntype contains 'microsoft.cdn', 'CDN Resources',\r\ntype contains 'microsoft.devices','IoT Resources',\r\ntype contains 'microsoft.datamigration', 'Data Migraiton Services',\r\ntype contains 'microsoft.cognitiveservices', 'Congitive Services',\r\ntype contains 'microsoft.customproviders', 'Custom Providers',\r\ntype contains 'microsoft.appconfiguration', 'App Services',\r\ntype contains 'microsoft.search', 'Search Services',\r\ntype contains 'microsoft.maps', 'Maps',\r\ntype contains 'microsoft.containerservice/managedclusters', 'AKS',\r\ntype contains 'microsoft.signalrservice', 'SignalR',\r\ntype contains 'microsoft.resourcegraph/queries', 'Resource Graph Queries',\r\ntype contains 'microsoft.batch', 'MS Batch',\r\ntype contains 'microsoft.analysisservices', 'Analysis Services',\r\ntype contains 'microsoft.synapse/workspaces', 'Synapse Workspaces',\r\ntype contains 'microsoft.synapse/workspaces/sqlpools', 'Synapse SQL Pools',\r\ntype contains 'microsoft.kusto/clusters', 'ADX Clusters',\r\ntype contains 'microsoft.resources/deploymentscripts', 'Deployment Scripts',\r\ntype contains 'microsoft.aad/domainservices', 'AD Domain Services',\r\ntype contains 'microsoft.labservices/labaccounts', 'Lab Accounts',\r\ntype contains 'microsoft.automanage/accounts', 'Automanage Accounts',\r\ntype contains 'microsoft.relay/namespaces', 'Azure Relay',\r\ntype contains 'microsoft.notificationhubs/namespaces', 'Notification Hubs',\r\ntype contains 'microsoft.digitaltwins/digitaltwinsinstances', 'Digital Twins',\r\nstrcat(\"Not Translated: \", type))\r\n| summarize count() by type\r\n| order by count_ desc", + "size": 3, + "title": "Resource number by type (Top 10)", + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "tiles", + "tileSettings": { + "showBorder": false, + "titleContent": { + "columnMatch": "type", + "formatter": 1 + }, + "leftContent": { + "columnMatch": "count_", + "formatter": 12, + "formatOptions": { + "palette": "auto" + }, + "numberFormat": { + "unit": 17, + "options": { + "maximumSignificantDigits": 3, + "maximumFractionDigits": 2 + } + } + }, + "rowLimit": 10 + } + }, + "name": "Resource number by type" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources\r\n| summarize count() by location", + "size": 3, + "title": "Resource number by location", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "map", + "mapSettings": { + "locInfo": "AzureLoc", + "sizeSettings": "count_", + "sizeAggregation": "Sum", + "legendMetric": "count_", + "legendAggregation": "Sum", + "itemColorSettings": { + "type": "heatmap", + "colorAggregation": "Sum", + "nodeColorField": "count_", + "heatmapPalette": "greenRed" + }, + "labelSettings": "location", + "locInfoColumn": "location" + } + }, + "name": "Resource number by location" + } + ] + }, + "conditionalVisibility": { + "parameterName": "Subscription", + "comparison": "isNotEqualTo" + }, + "name": "group - Overview metrics" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "RC_Overview" + }, + "name": "RC_Overview" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 1, + "content": { + "json": "## Things to know before creating a virtual machine\r\nThere's always a multitude of design considerations when you build out an application infrastructure in Azure. These aspects of a virtual machine are important to think about to manage virtual machine properly:\r\n- The names of your application resources\r\n- The location where the resources are stored\r\n- The size of the virtual machine\r\n- The maximum number of virtual machines that can be created\r\n- The operating system that the virtual machine runs\r\n- The configuration of the virtual machine after it starts\r\n- The related resources that the virtual machine needs\r\n" + }, + "name": "text - 13" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "Resources | where type =~ 'Microsoft.Compute/virtualMachines'\n| summarize count() by tostring(properties.storageProfile.osDisk.osType)", + "size": 3, + "title": "Virtual machine count per OS type", + "showRefreshButton": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "tiles", + "tileSettings": { + "showBorder": false, + "titleContent": { + "columnMatch": "properties_storageProfile_osDisk_osType", + "formatter": 1 + }, + "leftContent": { + "columnMatch": "count_", + "formatter": 12, + "formatOptions": { + "palette": "auto" + }, + "numberFormat": { + "unit": 17, + "options": { + "maximumSignificantDigits": 3, + "maximumFractionDigits": 2 + } + } + } + } + }, + "name": "Virtual machine count per OS type" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "Resources\r\n| where type =~ 'Microsoft.Compute/virtualMachines'\r\n| project SKU = tostring(properties.hardwareProfile.vmSize)\r\n| summarize count() by SKU\r\n| order by count_ desc", + "size": 1, + "title": "VM by VM type/size", + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "barchart", + "tileSettings": { + "showBorder": false, + "titleContent": { + "columnMatch": "SKU", + "formatter": 1 + }, + "leftContent": { + "columnMatch": "count_", + "formatter": 12, + "formatOptions": { + "palette": "auto" + }, + "numberFormat": { + "unit": 17, + "options": { + "maximumSignificantDigits": 3, + "maximumFractionDigits": 2 + } + } + }, + "rowLimit": 10 + }, + "graphSettings": { + "type": 0, + "topContent": { + "columnMatch": "SKU", + "formatter": 1 + }, + "centerContent": { + "columnMatch": "count_", + "formatter": 1, + "numberFormat": { + "unit": 17, + "options": { + "maximumSignificantDigits": 3, + "maximumFractionDigits": 2 + } + } + } + } + }, + "name": "VM by VM type/size" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources\r\n| where type=~ 'microsoft.compute/virtualmachinescalesets'\r\n| project subscriptionId, name, location, resourceGroup, Capacity = toint(sku.capacity), Tier = sku.name\r\n| order by Capacity desc", + "size": 0, + "title": "Virtual machine scale set capacity and size", + "noDataMessageStyle": 3, + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ] + }, + "name": "query - virtual machine scale set capacity and size" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "Resources | where type == \"microsoft.compute/virtualmachines\"\r\n| extend osDiskId= tostring(properties.storageProfile.osDisk.managedDisk.id)\r\n | join kind=leftouter(resources\r\n | where type =~ 'microsoft.compute/disks'\r\n | where properties !has 'Unattached'\r\n | where properties has 'osType'\r\n | project OS = tostring(properties.osType), osSku = tostring(sku.name), osDiskSizeGB = toint(properties.diskSizeGB), osDiskId=tostring(id)) on osDiskId\r\n | join kind=leftouter(Resources\r\n | where type =~ 'microsoft.compute/disks'\r\n | where properties !has \"osType\"\r\n | where properties !has 'Unattached'\r\n | project sku = tostring(sku.name), diskSizeGB = toint(properties.diskSizeGB), id = managedBy\r\n | summarize sum(diskSizeGB), count(sku) by id, sku) on id\r\n| project vmId=id, subscriptionId, resourceGroup, OS, location, osDiskId, osSku, osDiskSizeGB, DataDisksGB=sum_diskSizeGB, diskSkuCount=count_sku\r\n| sort by diskSkuCount desc", + "size": 0, + "title": "Compute disks", + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "table", + "gridSettings": { + "formatters": [ + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "location", + "formatter": 17 + } + ], + "filter": true, + "labelSettings": [ + { + "columnId": "vmId", + "label": "Resource Name" + }, + { + "columnId": "subscriptionId", + "label": "Subscription" + }, + { + "columnId": "resourceGroup", + "label": "Resource Group" + }, + { + "columnId": "location", + "label": "Region" + }, + { + "columnId": "osDiskId", + "label": "OS Disk" + }, + { + "columnId": "osSku", + "label": "OS Disk SKU" + }, + { + "columnId": "osDiskSizeGB", + "label": "OS Disk Size" + } + ] + } + }, + "name": "Compute disks" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "Resources\r\n| where type =~ 'microsoft.compute/virtualmachines'\r\n| extend nics=array_length(properties.networkProfile.networkInterfaces)\r\n| mv-expand nic=properties.networkProfile.networkInterfaces\r\n| where nics == 1 or nic.properties.primary =~ 'true' or isempty(nic)\r\n| project vmId = id, vmName = name, vmSize=tostring(properties.hardwareProfile.vmSize), nicId = tostring(nic.id)\r\n\t| join kind=leftouter (\r\n \t\tResources\r\n \t\t| where type =~ 'microsoft.network/networkinterfaces'\r\n \t\t| extend ipConfigsCount=array_length(properties.ipConfigurations)\r\n \t\t| mv-expand ipconfig=properties.ipConfigurations\r\n \t\t| where ipConfigsCount == 1 or ipconfig.properties.primary =~ 'true'\r\n \t\t| project nicId = id, privateIP= tostring(ipconfig.properties.privateIPAddress), publicIpId = tostring(ipconfig.properties.publicIPAddress.id), subscriptionId) on nicId\r\n| project-away nicId1\r\n| summarize by vmId, subscriptionId, vmSize, nicId, privateIP, publicIpId\r\n\t| join kind=leftouter (\r\n \t\tResources\r\n \t\t| where type =~ 'microsoft.network/publicipaddresses'\r\n \t\t| project publicIpId = id, publicIpAddress = tostring(properties.ipAddress)) on publicIpId\r\n| project-away publicIpId1\r\n| sort by publicIpAddress desc", + "size": 0, + "title": "Compute networking", + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "table", + "gridSettings": { + "formatters": [ + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + } + ], + "filter": true, + "labelSettings": [ + { + "columnId": "vmId", + "label": "Resource name" + }, + { + "columnId": "subscriptionId", + "label": "Subscription" + }, + { + "columnId": "vmSize", + "label": "VM size" + }, + { + "columnId": "nicId", + "label": "Network interface" + }, + { + "columnId": "privateIP", + "label": "Private IP" + }, + { + "columnId": "publicIpId", + "label": "Public IP" + }, + { + "columnId": "publicIpAddress", + "label": "Public IP address" + } + ] + } + }, + "name": "Compute networking" + }, + { + "type": 1, + "content": { + "json": "# Managed disk utilization" + }, + "name": "text - 16" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "crossComponentResources": [ + "{Subscription}" + ], + "parameters": [ + { + "id": "ec135d58-9c6b-4998-bd1e-75871c540d7f", + "version": "KqlParameterItem/1.0", + "name": "laworkspace", + "label": "Log Analytics workspace", + "type": 5, + "description": "LA workspaces configured in virtual machines insight settings", + "isRequired": true, + "multiSelect": true, + "quote": "'", + "delimiter": ",", + "query": "where type =~ 'microsoft.operationalinsights/workspaces' | project id", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [ + "value::all" + ], + "showDefault": false + }, + "timeContext": { + "durationMs": 86400000 + }, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "value": [] + } + ], + "style": "above", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + }, + "name": "Log Analytics workspace selector" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "InsightsMetrics\n| where Origin == \"vm.azm.ms\"\n| where Namespace == \"LogicalDisk\"\n| where Name == \"FreeSpacePercentage\"\n| extend t=parse_json(Tags)\n| summarize arg_max(TimeGenerated, *) by tostring(t[\"vm.azm.ms/mountId\"]), Computer // arg_max over TimeGenerated returns the latest record\n| project Computer, TimeGenerated, t[\"vm.azm.ms/mountId\"], Val\n", + "size": 4, + "title": "Managed disks free space", + "timeContext": { + "durationMs": 604800000 + }, + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces", + "crossComponentResources": [ + "{laworkspace}" + ], + "visualization": "table", + "gridSettings": { + "formatters": [ + { + "columnMatch": "Val", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": ">=", + "thresholdValue": "90", + "representation": "4", + "text": "{0}{1}" + }, + { + "operator": ">=", + "thresholdValue": "50", + "representation": "2", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "success", + "text": "{0}{1}" + } + ] + }, + "numberFormat": { + "unit": 1, + "options": { + "style": "decimal", + "useGrouping": false, + "maximumFractionDigits": 0 + } + } + } + ], + "labelSettings": [ + { + "columnId": "Computer", + "label": "Computer" + }, + { + "columnId": "TimeGenerated", + "label": "TimeGenerated" + }, + { + "columnId": "t_vm.azm.ms/mountId", + "label": "Drive" + }, + { + "columnId": "Val", + "label": "Free space percentage" + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "laworkspace", + "comparison": "isNotEqualTo" + }, + "name": "Managed disks free space" + }, + { + "type": 1, + "content": { + "json": "# Compute optimization" + }, + "name": "text - 9" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "advisorresources\r\n| where type == \"microsoft.advisor/recommendations\"\r\n| where tostring (properties.category) has \"Cost\"\r\n| where properties.shortDescription.problem has \"underutilized\"\r\n| where properties.impactedField has \"Compute\" or properties.impactedField has \"Container\" or properties.impactedField has \"Web\"\r\n| project AffectedResource=tostring(properties.resourceMetadata.resourceId),Impact=properties.impact,resourceGroup,AdditionaInfo=properties.extendedProperties,subscriptionId,Recommendation=tostring(properties.shortDescription.problem)\r\n", + "size": 0, + "title": "Underused assets", + "noDataMessage": "No underused asset", + "noDataMessageStyle": 3, + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ] + }, + "customWidth": "100", + "name": "Underused assets" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "parameters": [ + { + "id": "37cdc20d-07c3-466c-84bb-4d8050932641", + "version": "KqlParameterItem/1.0", + "name": "OrphanDisks", + "label": "Orphaned", + "type": 10, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "jsonData": "[[\r\n { \"value\":\"!=\", \"label\":\"No\" },\r\n { \"value\":\"==\", \"label\":\"Yes\" }\r\n]", + "timeContext": { + "durationMs": 86400000 + }, + "value": "!=" + } + ], + "style": "above", + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces" + }, + "name": "Disks" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "Resources \r\n| where type contains \"microsoft.compute/disks\" \r\n| extend diskState = tostring(properties.diskState)\r\n| where managedBy {OrphanDisks} \"\" or diskState {OrphanDisks} 'Unattached'\r\n| project id, subscriptionId, resourceGroup, diskState, location", + "size": 0, + "title": "Managed disks", + "noDataMessageStyle": 3, + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "location", + "formatter": 17 + } + ], + "labelSettings": [ + { + "columnId": "id", + "label": "Resource Name" + }, + { + "columnId": "subscriptionId", + "label": "Subscription" + }, + { + "columnId": "resourceGroup", + "label": "Resource group" + }, + { + "columnId": "diskState", + "label": "Disk state" + }, + { + "columnId": "location", + "label": "Region" + } + ] + } + }, + "name": "Managed disks" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "parameters": [ + { + "id": "2d9b8893-0af4-480a-9ac7-639efb771ecb", + "version": "KqlParameterItem/1.0", + "name": "OrphanNIC", + "label": "Orphaned", + "type": 10, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "jsonData": "[[\r\n { \"value\":\"has 'virtualmachine' or isnotnull(privateEndPoint)\", \"label\":\"No\" },\r\n { \"value\":\"!has 'virtualmachine' and isnull(privateEndPoint)\", \"label\":\"Yes\" }\r\n]", + "timeContext": { + "durationMs": 86400000 + }, + "value": "has 'virtualmachine' or isnotnull(privateEndPoint)" + } + ], + "style": "above", + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces" + }, + "name": "NICs - Copy" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "Resources\r\n| where type has \"microsoft.network/networkinterfaces\"\r\n| extend VM = properties.virtualMachine.id\r\n| extend privateEndPoint = properties['privateEndpoint']['id']\r\n| where properties {OrphanNIC}\r\n| where properties['linkedResourceType'] != \"Microsoft.Netapp/volumes\"\r\n| project id, subscriptionId, resourceGroup, location, VM, privateEndPoint, properties\r\n", + "size": 0, + "title": "NICs", + "noDataMessageStyle": 3, + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "location", + "formatter": 17 + }, + { + "columnMatch": "properties", + "formatter": 7, + "formatOptions": { + "linkTarget": "CellDetails", + "linkLabel": "πŸ” View details", + "linkIsContextBlade": true + } + } + ], + "labelSettings": [ + { + "columnId": "id", + "label": "Resource name" + }, + { + "columnId": "subscriptionId", + "label": "Subscription" + }, + { + "columnId": "resourceGroup", + "label": "Resource group" + }, + { + "columnId": "location", + "label": "Region" + }, + { + "columnId": "VM", + "label": "Virtual machine" + }, + { + "columnId": "privateEndPoint", + "label": "Private end point" + }, + { + "columnId": "properties", + "label": "Details" + } + ] + } + }, + "name": "NICs" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "crossComponentResources": [ + "{Subscription}" + ], + "parameters": [ + { + "id": "98d786aa-8835-493f-9fe4-fe5da150392b", + "version": "KqlParameterItem/1.0", + "name": "VMState", + "label": "Virtual machine state", + "type": 2, + "query": "resources\r\n| where type == \"microsoft.compute/virtualmachines\"\r\n| extend state = properties['extended']['instanceView']['powerState']['displayStatus']\r\n| summarize by tostring(state)", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "timeContext": { + "durationMs": 86400000 + }, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "value": null + } + ], + "style": "above", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + }, + "name": "parameters - VMState" + }, + { + "type": 1, + "content": { + "json": "Select a virtual machine state to display the list of resource.", + "style": "info" + }, + "conditionalVisibility": { + "parameterName": "VMState", + "comparison": "isEqualTo" + }, + "name": "text - VMState" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "Resources | where type == \"microsoft.compute/virtualmachines\"\r\n| extend vmState = tostring(properties.extended.instanceView.powerState.displayStatus)\r\n| extend vmState = iif(isempty(vmState), \"VM State Unknown\", (vmState))\r\n| summarize count() by vmState", + "size": 3, + "showRefreshButton": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "tiles", + "tileSettings": { + "titleContent": { + "columnMatch": "vmState", + "formatter": 1 + }, + "leftContent": { + "columnMatch": "count_", + "formatter": 12, + "formatOptions": { + "palette": "auto" + }, + "numberFormat": { + "unit": 17, + "options": { + "maximumSignificantDigits": 3, + "maximumFractionDigits": 2 + } + } + }, + "showBorder": false + }, + "graphSettings": { + "type": 0, + "topContent": { + "columnMatch": "vmState", + "formatter": 1 + }, + "centerContent": { + "columnMatch": "count_", + "formatter": 1, + "numberFormat": { + "unit": 17, + "options": { + "maximumSignificantDigits": 3, + "maximumFractionDigits": 2 + } + } + } + } + }, + "name": "query - VM state chart" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources\r\n| where type == \"microsoft.compute/virtualmachines\"\r\n| extend vmSize = tostring(properties.hardwareProfile.vmSize)\r\n| extend vmState = properties['extended']['instanceView']['powerState']['displayStatus']\r\n| where vmState == '{VMState}'\r\n| project id, subscriptionId, resourceGroup, vmState, vmSize, location", + "size": 0, + "title": "Virtual machine list by powerstate", + "noDataMessageStyle": 3, + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "resourceGroup", + "formatter": 14, + "formatOptions": { + "linkTarget": null, + "showIcon": false + } + }, + { + "columnMatch": "id", + "formatter": 13, + "formatOptions": { + "linkTarget": "Resource", + "showIcon": true + } + }, + { + "columnMatch": "vmSize", + "formatter": 0, + "formatOptions": { + "customColumnWidthSetting": "19.1429ch" + } + }, + { + "columnMatch": "location", + "formatter": 17, + "formatOptions": { + "customColumnWidthSetting": "108px" + } + } + ], + "filter": true, + "labelSettings": [ + { + "columnId": "id", + "label": "Resource Name" + }, + { + "columnId": "subscriptionId", + "label": "Subscription" + }, + { + "columnId": "resourceGroup", + "label": "Resource Group" + }, + { + "columnId": "vmState", + "label": "VM State" + }, + { + "columnId": "vmSize", + "label": "VM Size" + }, + { + "columnId": "location", + "label": "Region" + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "VMState", + "comparison": "isNotEqualTo" + }, + "name": "query - VM list by powerstate" + }, + { + "type": 1, + "content": { + "json": "States and billing status of Azure virtual machines : https://learn.microsoft.com/azure/virtual-machines/states-billing", + "style": "info" + }, + "name": "Info VM states" + } + ] + }, + "conditionalVisibility": { + "parameterName": "Subscription", + "comparison": "isNotEqualTo" + }, + "name": "group - VMQueries" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "RC_VM" + }, + "name": "RC_VM" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 1, + "content": { + "json": "## Storage account + backup" + }, + "name": "text - 9" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources \r\n| where type =~ 'microsoft.storagesync/storagesyncservices'\r\n\tor type =~ 'microsoft.recoveryservices/vaults'\r\n\tor type =~ 'microsoft.storage/storageaccounts'\r\n\tor type =~ 'microsoft.keyvault/vaults'\r\n| extend type = case(\r\n\ttype =~ 'microsoft.storagesync/storagesyncservices', 'Azure File Sync',\r\n\ttype =~ 'microsoft.recoveryservices/vaults', 'Azure Backup',\r\n\ttype =~ 'microsoft.storage/storageaccounts', 'Storage Accounts',\r\n\ttype =~ 'microsoft.keyvault/vaults', 'Key Vaults',\r\n\tstrcat(\"Not Translated: \", type))\r\n| where type !has \"Not Translated\"\r\n| summarize count() by type", + "size": 3, + "title": "Count of all resource types", + "noDataMessage": "No resources found", + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "tiles", + "gridSettings": { + "formatters": [ + { + "columnMatch": "$gen_group", + "formatter": 13, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "Resource", + "formatter": 5 + }, + { + "columnMatch": "subscriptionId", + "formatter": 5 + } + ], + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "subscriptionId" + ], + "expandTopLevel": true, + "finalBy": "Resource" + } + }, + "tileSettings": { + "titleContent": { + "columnMatch": "type", + "formatter": 1 + }, + "leftContent": { + "columnMatch": "count_", + "formatter": 12, + "formatOptions": { + "palette": "auto" + }, + "numberFormat": { + "unit": 17, + "options": { + "maximumSignificantDigits": 3, + "maximumFractionDigits": 2 + } + } + }, + "showBorder": false, + "sortCriteriaField": "type", + "sortOrderField": 1 + } + }, + "name": "query - Storage - Resource Overview " + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources \r\n| where type =~ 'microsoft.storagesync/storagesyncservices'\r\n\tor type =~ 'microsoft.recoveryservices/vaults'\r\n\tor type =~ 'microsoft.storage/storageaccounts'\r\n\tor type =~ 'microsoft.keyvault/vaults'\r\n| extend type = case(\r\n\ttype =~ 'microsoft.storagesync/storagesyncservices', 'Azure File Sync',\r\n\ttype =~ 'microsoft.recoveryservices/vaults', 'Azure Backup',\r\n\ttype =~ 'microsoft.storage/storageaccounts', 'Storage Accounts',\r\n\ttype =~ 'microsoft.keyvault/vaults', 'Key Vaults',\r\n\tstrcat(\"Not Translated: \", type))\r\n| extend Sku = case(\r\n\ttype !has 'Key Vaults', sku.name,\r\n\ttype =~ 'Key Vaults', properties.sku.name,\r\n\t' ')\r\n| extend Details = pack_all()\r\n| project Resource=id, type, kind, subscriptionId, resourceGroup, Sku, Details", + "size": 0, + "title": "Resource details", + "noDataMessage": "No resources found", + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "$gen_group", + "formatter": 13, + "formatOptions": { + "linkTarget": "Resource", + "showIcon": true + } + }, + { + "columnMatch": "Resource", + "formatter": 5 + }, + { + "columnMatch": "subscriptionId", + "formatter": 5 + }, + { + "columnMatch": "Details", + "formatter": 7, + "formatOptions": { + "linkTarget": "CellDetails", + "linkLabel": "πŸ” View Details", + "linkIsContextBlade": true + } + } + ], + "rowLimit": 1000, + "filter": true, + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "subscriptionId" + ], + "expandTopLevel": true, + "finalBy": "Resource" + } + } + }, + "name": "query - Storage - Resource Detailed" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "parameters": [ + { + "id": "e94aafa3-c5d9-4523-89f0-4e87aa754511", + "version": "KqlParameterItem/1.0", + "name": "Resources", + "label": "Storage accounts", + "type": 5, + "isRequired": true, + "multiSelect": true, + "quote": "'", + "delimiter": ",", + "query": "where type =~ 'microsoft.storage/storageaccounts'\n| order by name asc\n| extend Rank = row_number()\n| project value = id, label = id, selected = Rank <= 5", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "resourceTypeFilter": { + "microsoft.storage/storageaccounts": true + }, + "additionalResourceOptions": [ + "value::all" + ], + "showDefault": false + }, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "value": [ + "value::all" + ] + }, + { + "id": "c4b69c01-2263-4ada-8d9c-43433b739ff3", + "version": "KqlParameterItem/1.0", + "name": "TimeRange", + "type": 4, + "isRequired": true, + "typeSettings": { + "selectableValues": [ + { + "durationMs": 300000, + "createdTime": "2018-08-06T23:52:38.87Z", + "isInitialTime": false, + "grain": 1, + "useDashboardTimeRange": false + }, + { + "durationMs": 900000, + "createdTime": "2018-08-06T23:52:38.871Z", + "isInitialTime": false, + "grain": 1, + "useDashboardTimeRange": false + }, + { + "durationMs": 1800000, + "createdTime": "2018-08-06T23:52:38.871Z", + "isInitialTime": false, + "grain": 1, + "useDashboardTimeRange": false + }, + { + "durationMs": 3600000, + "createdTime": "2018-08-06T23:52:38.871Z", + "isInitialTime": false, + "grain": 1, + "useDashboardTimeRange": false + }, + { + "durationMs": 14400000, + "createdTime": "2018-08-06T23:52:38.871Z", + "isInitialTime": false, + "grain": 1, + "useDashboardTimeRange": false + }, + { + "durationMs": 43200000, + "createdTime": "2018-08-06T23:52:38.871Z", + "isInitialTime": false, + "grain": 1, + "useDashboardTimeRange": false + }, + { + "durationMs": 86400000, + "createdTime": "2018-08-06T23:52:38.871Z", + "isInitialTime": false, + "grain": 1, + "useDashboardTimeRange": false + }, + { + "durationMs": 172800000, + "createdTime": "2018-08-06T23:52:38.871Z", + "isInitialTime": false, + "grain": 1, + "useDashboardTimeRange": false + }, + { + "durationMs": 259200000, + "createdTime": "2018-08-06T23:52:38.871Z", + "isInitialTime": false, + "grain": 1, + "useDashboardTimeRange": false + }, + { + "durationMs": 604800000, + "createdTime": "2018-08-06T23:52:38.871Z", + "isInitialTime": false, + "grain": 1, + "useDashboardTimeRange": false + } + ], + "allowCustom": true + }, + "value": { + "durationMs": 172800000 + }, + "label": "Time range" + }, + { + "id": "9b48988f-dcd2-48cc-b233-5999ed32149f", + "version": "KqlParameterItem/1.0", + "name": "Message", + "type": 1, + "query": "where type == 'microsoft.storage/storageaccounts' \n| summarize Selected = countif(id in ({Resources:value})), Total = count()\n| extend Selected = iff(Selected > 200, 200, Selected)\n| project Message = strcat('# ', Selected, ' / ', Total)", + "crossComponentResources": [ + "{Subscription}" + ], + "isHiddenWhenLocked": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + }, + { + "id": "070b2474-4e01-478d-a7fa-6c20ad8ea1ad", + "version": "KqlParameterItem/1.0", + "name": "ResourceName", + "type": 1, + "isRequired": true, + "isHiddenWhenLocked": true, + "criteriaData": [ + { + "condition": "else result = 'Storage account'", + "criteriaContext": { + "operator": "Default", + "rightValType": "param", + "resultValType": "static", + "resultVal": "Storage account" + } + } + ] + }, + { + "id": "c6c32b32-6eb4-44d5-9cad-156d5d50ec3e", + "version": "KqlParameterItem/1.0", + "name": "ResourceImageUrl", + "type": 1, + "description": "used as a parameter for No Subcriptions workbook template", + "isHiddenWhenLocked": true + } + ], + "style": "above", + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces" + }, + "name": "parameters - 1", + "styleSettings": { + "margin": "15px 0 0 0" + } + }, + { + "type": 1, + "content": { + "json": "## Storage accounts details" + }, + "name": "text - 8" + }, + { + "type": 11, + "content": { + "version": "LinkItem/1.0", + "style": "tabs", + "links": [ + { + "id": "27d282bb-38ae-4ceb-b2bb-063db08ec6bc", + "cellValue": "selectedTab", + "linkTarget": "parameter", + "linkLabel": "Overview", + "subTarget": "Overview" + }, + { + "id": "9a52f588-fff8-47fe-b56d-81b8068ff6f7", + "cellValue": "selectedTab", + "linkTarget": "parameter", + "linkLabel": "Capacity", + "subTarget": "Capacity" + } + ] + }, + "name": "Navigation links", + "styleSettings": { + "margin": "10px 0 0 0" + } + }, + { + "type": 1, + "content": { + "json": "### Overview section" + }, + "conditionalVisibility": { + "parameterName": "1", + "comparison": "isEqualTo", + "value": "2" + }, + "name": "text - 4" + }, + { + "type": 10, + "content": { + "chartId": "workbookdb19a8d8-91af-44ea-951d-5ffa133b2ebe", + "version": "MetricsItem/2.0", + "size": 2, + "chartType": 0, + "resourceType": "microsoft.storage/storageaccounts", + "metricScope": 0, + "resourceParameter": "Resources", + "resourceIds": [ + "{Resources}" + ], + "timeContextFromParameter": "TimeRange", + "timeContext": { + "durationMs": 172800000 + }, + "metrics": [ + { + "namespace": "microsoft.storage/storageaccounts", + "metric": "microsoft.storage/storageaccounts-Transaction-Transactions", + "aggregation": 1 + }, + { + "namespace": "microsoft.storage/storageaccounts", + "metric": "microsoft.storage/storageaccounts-Transaction-SuccessE2ELatency", + "aggregation": 4 + }, + { + "namespace": "microsoft.storage/storageaccounts", + "metric": "microsoft.storage/storageaccounts-Transaction-SuccessServerLatency", + "aggregation": 4 + }, + { + "namespace": "microsoft.storage/storageaccounts", + "metric": "microsoft.storage/storageaccounts-Transaction-Transactions", + "aggregation": 1, + "splitBy": [ + "ResponseType" + ], + "splitBySortOrder": -1, + "splitByLimit": 4, + "columnName": "Errors" + } + ], + "resourceLimit": 200, + "gridSettings": { + "formatters": [ + { + "columnMatch": "$gen_group", + "formatter": 13, + "formatOptions": { + "linkTarget": "Resource", + "subTarget": "insights", + "showIcon": true + } + }, + { + "columnMatch": "Subscription", + "formatter": 5, + "formatOptions": { + "showIcon": true + } + }, + { + "columnMatch": "Name", + "formatter": 5, + "formatOptions": { + "showIcon": true + } + }, + { + "columnMatch": "microsoft.storage/storageaccounts-Transaction-Transactions$|Transactions$", + "formatter": 8, + "formatOptions": { + "min": 0, + "palette": "blue", + "showIcon": true, + "aggregation": "Sum" + }, + "numberFormat": { + "unit": 17, + "options": { + "style": "decimal", + "maximumFractionDigits": 1 + } + } + }, + { + "columnMatch": "microsoft.storage/storageaccounts-Transaction-Transactions Timeline$|Transactions Timeline$", + "formatter": 21, + "formatOptions": { + "min": 0, + "palette": "blue", + "showIcon": true + } + }, + { + "columnMatch": "microsoft.storage/storageaccounts-Transaction-SuccessE2ELatency$|microsoft.storage/storageaccounts-Transaction-SuccessServerLatency$|E2E Latency$|Server Latency$", + "formatter": 8, + "formatOptions": { + "min": 0, + "palette": "blue", + "linkTarget": "WorkbookTemplate", + "showIcon": true, + "workbookContext": { + "componentIdSource": "column", + "componentId": "Name", + "resourceIdsSource": "column", + "resourceIds": "Name", + "templateIdSource": "static", + "templateId": "Community-Workbooks/Individual Storage/Performance", + "typeSource": "static", + "type": "workbook", + "gallerySource": "static", + "gallery": "microsoft.storage/storageaccounts" + } + }, + "numberFormat": { + "unit": 23, + "options": { + "style": "decimal", + "maximumFractionDigits": 2 + } + } + }, + { + "columnMatch": "microsoft.storage/storageaccounts-Transaction-SuccessE2ELatency Timeline$|E2E Latency Timeline$", + "formatter": 5, + "formatOptions": { + "showIcon": true + } + }, + { + "columnMatch": "microsoft.storage/storageaccounts-Transaction-SuccessServerLatency Timeline", + "formatter": 5, + "formatOptions": { + "showIcon": true + } + }, + { + "columnMatch": "Success/Errors", + "formatter": 5, + "formatOptions": { + "showIcon": true + } + }, + { + "columnMatch": "success/Errors", + "formatter": 5, + "formatOptions": { + "showIcon": true + } + }, + { + "columnMatch": ".*\\/Errors", + "formatter": 8, + "formatOptions": { + "min": 0, + "palette": "gray", + "linkTarget": "WorkbookTemplate", + "showIcon": true, + "workbookContext": { + "componentIdSource": "column", + "componentId": "Name", + "resourceIdsSource": "column", + "resourceIds": "Name", + "templateIdSource": "static", + "templateId": "Community-Workbooks/Individual Storage/Failures", + "typeSource": "static", + "type": "workbook", + "gallerySource": "static", + "gallery": "microsoft.storage/storageaccounts" + } + }, + "numberFormat": { + "unit": 17, + "options": { + "style": "decimal", + "maximumFractionDigits": 1 + } + } + }, + { + "columnMatch": "Server Latency Timeline", + "formatter": 5, + "formatOptions": { + "showIcon": true + } + } + ], + "rowLimit": 10000, + "filter": true, + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "Subscription" + ], + "expandTopLevel": true, + "finalBy": "Name" + }, + "sortBy": [ + { + "itemKey": "$gen_heatmap_microsoft.storage/storageaccounts-Transaction-Transactions$|Transactions$_3", + "sortOrder": 2 + } + ], + "labelSettings": [ + { + "columnId": "Subscription", + "label": "Subscription" + }, + { + "columnId": "microsoft.storage/storageaccounts-Transaction-Transactions", + "label": "Transactions" + }, + { + "columnId": "microsoft.storage/storageaccounts-Transaction-Transactions Timeline", + "label": "Transactions timeline" + }, + { + "columnId": "microsoft.storage/storageaccounts-Transaction-SuccessE2ELatency", + "label": "E2E latency" + }, + { + "columnId": "microsoft.storage/storageaccounts-Transaction-SuccessE2ELatency Timeline", + "label": "E2E latency timeline" + }, + { + "columnId": "microsoft.storage/storageaccounts-Transaction-SuccessServerLatency", + "label": "Server latency" + }, + { + "columnId": "microsoft.storage/storageaccounts-Transaction-SuccessServerLatency Timeline", + "label": "Server latency timeline" + } + ] + }, + "sortBy": [ + { + "itemKey": "$gen_heatmap_microsoft.storage/storageaccounts-Transaction-Transactions$|Transactions$_3", + "sortOrder": 2 + } + ], + "showExportToExcel": true + }, + "conditionalVisibility": { + "parameterName": "selectedTab", + "comparison": "isEqualTo", + "value": "Overview" + }, + "showPin": true, + "name": "storage account metrics", + "styleSettings": { + "margin": "0 10px 0 10px" + } + }, + { + "type": 1, + "content": { + "json": "## Capacity section" + }, + "conditionalVisibility": { + "parameterName": "1", + "comparison": "isEqualTo", + "value": "2" + }, + "name": "text - 6" + }, + { + "type": 10, + "content": { + "chartId": "workbookdb19a8d8-91af-44ea-951d-5ffa133b2ebe", + "version": "MetricsItem/2.0", + "size": 3, + "chartType": 0, + "resourceType": "microsoft.storage/storageaccounts", + "metricScope": 0, + "resourceParameter": "Resources", + "resourceIds": [ + "{Resources}" + ], + "timeContextFromParameter": "TimeRange", + "timeContext": { + "durationMs": 172800000 + }, + "metrics": [ + { + "namespace": "microsoft.storage/storageaccounts", + "metric": "microsoft.storage/storageaccounts-Capacity-UsedCapacity", + "aggregation": 4 + }, + { + "namespace": "microsoft.storage/storageaccounts/blobservices", + "metric": "microsoft.storage/storageaccounts/blobservices-Capacity-BlobCapacity", + "aggregation": 4 + }, + { + "namespace": "microsoft.storage/storageaccounts/fileservices", + "metric": "microsoft.storage/storageaccounts/fileservices-Capacity-FileCapacity", + "aggregation": 4 + }, + { + "namespace": "microsoft.storage/storageaccounts/queueservices", + "metric": "microsoft.storage/storageaccounts/queueservices-Capacity-QueueCapacity", + "aggregation": 4 + }, + { + "namespace": "microsoft.storage/storageaccounts/tableservices", + "metric": "microsoft.storage/storageaccounts/tableservices-Capacity-TableCapacity", + "aggregation": 4 + } + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "$gen_group", + "formatter": 13, + "formatOptions": { + "linkTarget": "Resource", + "subTarget": "insights", + "showIcon": true + } + }, + { + "columnMatch": "Subscription", + "formatter": 5, + "formatOptions": { + "showIcon": true + } + }, + { + "columnMatch": "Name", + "formatter": 5, + "formatOptions": { + "showIcon": true + } + }, + { + "columnMatch": "microsoft.storage/storageaccounts-Capacity-UsedCapacity$|microsoft.storage/storageaccounts/blobservices-Capacity-BlobCapacity$|microsoft.storage/storageaccounts/fileservices-Capacity-FileCapacity$|microsoft.storage/storageaccounts/queueservices-Capacity-QueueCapacity$|microsoft.storage/storageaccounts/tableservices-Capacity-TableCapacity$", + "formatter": 8, + "formatOptions": { + "min": 0, + "palette": "blue", + "linkTarget": "WorkbookTemplate", + "showIcon": true, + "workbookContext": { + "componentIdSource": "column", + "componentId": "Name", + "resourceIdsSource": "column", + "resourceIds": "Name", + "templateIdSource": "static", + "templateId": "Community-Workbooks/Individual Storage/Capacity", + "typeSource": "static", + "type": "workbook", + "gallerySource": "static", + "gallery": "microsoft.storage/storageaccounts" + } + }, + "numberFormat": { + "unit": 2, + "options": { + "style": "decimal", + "maximumFractionDigits": 1 + } + } + }, + { + "columnMatch": "microsoft.storage/storageaccounts-Capacity-UsedCapacity Timeline$|Account used capacity Timeline$", + "formatter": 21, + "formatOptions": { + "min": 0, + "palette": "blue", + "showIcon": true + } + }, + { + "columnMatch": "microsoft.storage/storageaccounts/blobservices-Capacity-BlobCapacity Timeline$|Blob capacity Timeline$", + "formatter": 5, + "formatOptions": { + "showIcon": true + } + }, + { + "columnMatch": "microsoft.storage/storageaccounts/fileservices-Capacity-FileCapacity Timeline$|File capacity Timeline$", + "formatter": 5, + "formatOptions": { + "showIcon": true + } + }, + { + "columnMatch": "microsoft.storage/storageaccounts/queueservices-Capacity-QueueCapacity Timeline$|Queue capacity Timeline$", + "formatter": 5, + "formatOptions": { + "showIcon": true + } + }, + { + "columnMatch": "microsoft.storage/storageaccounts/tableservices-Capacity-TableCapacity Timeline$|Table capacity Timeline$", + "formatter": 5, + "formatOptions": { + "showIcon": true + } + } + ], + "rowLimit": 10000, + "filter": true, + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "Subscription" + ], + "expandTopLevel": true, + "finalBy": "Name" + }, + "sortBy": [ + { + "itemKey": "$gen_link_$gen_group_0", + "sortOrder": 1 + } + ], + "labelSettings": [ + { + "columnId": "Subscription", + "label": "Subscription" + }, + { + "columnId": "microsoft.storage/storageaccounts-Capacity-UsedCapacity", + "label": "Account used capacity" + }, + { + "columnId": "microsoft.storage/storageaccounts-Capacity-UsedCapacity Timeline", + "label": "Account used capacity timeline" + }, + { + "columnId": "microsoft.storage/storageaccounts/blobservices-Capacity-BlobCapacity", + "label": "Blob capacity" + }, + { + "columnId": "microsoft.storage/storageaccounts/blobservices-Capacity-BlobCapacity Timeline", + "label": "Blob capacity timeline" + }, + { + "columnId": "microsoft.storage/storageaccounts/fileservices-Capacity-FileCapacity", + "label": "File capacity" + }, + { + "columnId": "microsoft.storage/storageaccounts/fileservices-Capacity-FileCapacity Timeline", + "label": "File capacity timeline" + }, + { + "columnId": "microsoft.storage/storageaccounts/queueservices-Capacity-QueueCapacity", + "label": "Queue capacity" + }, + { + "columnId": "microsoft.storage/storageaccounts/queueservices-Capacity-QueueCapacity Timeline", + "label": "Queue capacity timeline" + }, + { + "columnId": "microsoft.storage/storageaccounts/tableservices-Capacity-TableCapacity", + "label": "Table capacity" + }, + { + "columnId": "microsoft.storage/storageaccounts/tableservices-Capacity-TableCapacity Timeline", + "label": "Table capacity timeline" + } + ] + }, + "sortBy": [ + { + "itemKey": "$gen_link_$gen_group_0", + "sortOrder": 1 + } + ], + "showExportToExcel": true + }, + "conditionalVisibility": { + "parameterName": "selectedTab", + "comparison": "isEqualTo", + "value": "Capacity" + }, + "showPin": true, + "name": "storage account capacity metrics", + "styleSettings": { + "margin": "0 10px 0 10px" + } + } + ] + }, + "conditionalVisibility": { + "parameterName": "Subscription", + "comparison": "isNotEqualTo", + "value": "" + }, + "name": "Storage account + backup" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 1, + "content": { + "json": "Azure Backup now provides a set of customizable reporting templates to help you generate audit evidence reports for backup in an easier way. [Learn more](https://aka.ms/BCDRAuditReportTemplates).", + "style": "upsell" + }, + "name": "AuditText" + }, + { + "type": 1, + "content": { + "json": "## Backup details\r\n### Manage and securely backup your resources\r\nExplore and monitor backup estate at scale in real time across vaults." + }, + "name": "text - 8" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "crossComponentResources": [ + "{Subscription}" + ], + "parameters": [ + { + "id": "2373a24f-ad32-4909-a7f6-59b373dcde6c", + "version": "KqlParameterItem/1.0", + "name": "Workspaces", + "label": "Workspace", + "type": 5, + "description": "LA workspaces configured in vault diagnostic settings", + "isRequired": true, + "multiSelect": true, + "quote": "'", + "delimiter": ",", + "query": "where type =~ 'microsoft.operationalinsights/workspaces' | project id", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "value": [] + } + ], + "style": "above", + "doNotRunWhenHidden": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + }, + "customWidth": "100", + "name": "Filters1" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "crossComponentResources": [ + "{Workspaces}" + ], + "parameters": [ + { + "id": "2965ad33-1401-47c9-8f4b-9b7126f87014", + "version": "KqlParameterItem/1.0", + "name": "TimeRange", + "label": "Time Range", + "type": 4, + "description": "Period of time for which reports should be viewed", + "isRequired": true, + "typeSettings": { + "selectableValues": [ + { + "durationMs": 259200000 + }, + { + "durationMs": 604800000 + }, + { + "durationMs": 1209600000 + }, + { + "durationMs": 2419200000 + }, + { + "durationMs": 2592000000 + }, + { + "durationMs": 5184000000 + }, + { + "durationMs": 7776000000 + } + ], + "allowCustom": true + }, + "value": { + "durationMs": 604800000 + } + }, + { + "id": "efede5fa-f577-4766-b9b6-6ba4e525f844", + "version": "KqlParameterItem/1.0", + "name": "DataSourceSubscription", + "label": "Datasource Subscription", + "type": 6, + "description": "Use to filter for datasources within a specific subscription", + "isRequired": true, + "multiSelect": true, + "quote": "", + "delimiter": ",", + "query": "let RangeStart = startofday({TimeRange:start});\r\nlet RangeEnd = iff(startofday({TimeRange:end}) == startofday(now()) ,startofday({TimeRange:end}) - 1d , startofday({TimeRange:end}));\r\nlet VaultSubscriptionList = \"*\";\r\nlet VaultLocationList = \"*\";\r\nlet VaultList = \"*\";\r\nlet VaultTypeList = \"*\";\r\nlet ExcludeLegacyEvent = true;\r\nlet BackupSolutionList = \"*\";\r\nlet ProtectionInfoList = \"*\";\r\nlet Item_search = \"*;*\";\r\nlet ItemArray = split(Item_search, \";\");\r\nlet ItemArray_length = array_length(ItemArray);\r\nlet BackupInstanceName = iff(ItemArray_length == 2, ItemArray[1], ItemArray[0] );\r\nlet DatasourceSetName = iff(ItemArray_length == 2, ItemArray[0], \"\");\r\nlet DisplayAllFields = false;\r\n_AzureBackup_GetBackupInstances(RangeStart, RangeEnd, VaultSubscriptionList, VaultLocationList, VaultList, VaultTypeList, ExcludeLegacyEvent, BackupSolutionList, ProtectionInfoList, DatasourceSetName, BackupInstanceName, DisplayAllFields)\r\n| distinct tostring(split(tostring(todynamic(DatasourceResourceId)),\"/\")[2])", + "crossComponentResources": [ + "{Workspaces}" + ], + "typeSettings": { + "additionalResourceOptions": [ + "value::all" + ], + "selectAllValue": "*", + "showDefault": false + }, + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces", + "value": [] + }, + { + "id": "256c7e33-df90-4956-aaf3-699aeaad912f", + "version": "KqlParameterItem/1.0", + "name": "DataSourceLocation", + "label": "Data source location", + "type": 2, + "description": "Use to filter for data sources within a specific location", + "isRequired": true, + "multiSelect": true, + "quote": "", + "delimiter": ",", + "query": "let RangeStart = startofday({TimeRange:start});\r\nlet RangeEnd = iff(startofday({TimeRange:end}) == startofday(now()) ,startofday({TimeRange:end}) - 1d , startofday({TimeRange:end}));\r\nlet VaultSubscriptionList = todynamic( replace(\"/subscriptions/\", \"\", @\"{DataSourceSubscription}\"));\r\nlet VaultLocationList = \"*\";\r\nlet VaultList = \"*\";\r\nlet VaultTypeList = \"*\";\r\nlet ExcludeLegacyEvent = true;\r\nlet BackupSolutionList = \"*\";\r\nlet ProtectionInfoList = \"*\";\r\nlet Item_search = \"*;*\";\r\nlet ItemArray = split(Item_search, \";\");\r\nlet ItemArray_length = array_length(ItemArray);\r\nlet BackupInstanceName = iff(ItemArray_length == 2, ItemArray[1], ItemArray[0] );\r\nlet DatasourceSetName = iff(ItemArray_length == 2, ItemArray[0], \"\");\r\nlet DisplayAllFields = false;\r\n_AzureBackup_GetBackupInstances(RangeStart, RangeEnd, VaultSubscriptionList, VaultLocationList, VaultList, VaultTypeList, ExcludeLegacyEvent, BackupSolutionList, ProtectionInfoList, DatasourceSetName, BackupInstanceName, DisplayAllFields)\r\n| distinct VaultLocation", + "crossComponentResources": [ + "{Workspaces}" + ], + "typeSettings": { + "additionalResourceOptions": [ + "value::all" + ], + "selectAllValue": "*", + "showDefault": false + }, + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces", + "value": [ + "value::all" + ] + }, + { + "id": "16ad110f-4ea3-44d6-826b-4ea3bbd68c93", + "version": "KqlParameterItem/1.0", + "name": "JobOperation", + "label": "Job Operation", + "type": 2, + "description": "Use to filter for a particular operation type", + "isRequired": true, + "multiSelect": true, + "quote": "", + "delimiter": ",", + "typeSettings": { + "additionalResourceOptions": [ + "value::all" + ], + "selectAllValue": "*", + "showDefault": false + }, + "jsonData": "\r\n[ \r\n{ \"value\": \"Backup\", \t\t\t\t\t\t\"label\": \"Backup\" },\r\n{ \"value\": \"Restore\", \t\t\t\t\t\t\"label\": \"Restore\" }\r\n]", + "value": [ + "value::all" + ] + }, + { + "id": "6a6222bf-a28a-4c98-9d74-838e74497167", + "version": "KqlParameterItem/1.0", + "name": "JobStatus", + "label": "Job Status", + "type": 2, + "description": "Use to filter for a particular job status", + "isRequired": true, + "multiSelect": true, + "quote": "", + "delimiter": ",", + "typeSettings": { + "additionalResourceOptions": [ + "value::all" + ], + "selectAllValue": "*", + "showDefault": false + }, + "jsonData": "\r\n[ \r\n{ \"value\": \"Completed\", \t\t\t\t\t\t\"label\": \"Completed\" },\r\n{ \"value\": \"Failed\", \t\t\t\"label\": \"Failed\" },\r\n\r\n{ \"value\": \"CompletedWithWarnings\", \t\t\t\t\t\t\"label\": \"CompletedWithWarnings\" },\r\n{ \"value\": \"Cancelled\", \"label\": \"Cancelled\" }\r\n]", + "value": [ + "value::all" + ] + }, + { + "id": "849a6401-cbaf-44b9-a733-0819f8923791", + "version": "KqlParameterItem/1.0", + "name": "SearchItem", + "label": "Search Item", + "type": 1, + "description": "Use to search for an item by name" + } + ], + "style": "above", + "doNotRunWhenHidden": true, + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces" + }, + "customWidth": "100", + "conditionalVisibility": { + "parameterName": "Workspaces", + "comparison": "isNotEqualTo" + }, + "name": "Filters2" + }, + { + "type": 1, + "content": { + "json": "## Backup job history" + }, + "conditionalVisibility": { + "parameterName": "Workspaces", + "comparison": "isNotEqualTo" + }, + "name": "Heading2" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "\r\nlet RangeStart = startofday({TimeRange:start});\r\nlet RangeEnd = iff(startofday({TimeRange:end}) == startofday(now()) ,startofday({TimeRange:end}) - 1d , startofday({TimeRange:end}));\r\nlet DataSourceSubscriptionList = todynamic( replace(\"/subscriptions/\", \"\", @\"{DataSourceSubscription}\"));\r\nlet DataSourceLocationList = todynamic( @\"{DataSourceLocation}\"); \r\nlet VaultTypeList = \"*\";\r\nlet VaultList = \"*\";\r\nlet ExcludeLegacyEvent = true;\r\nlet BackupSolutionList = \"*\";\r\nlet ProtectionInfoList = \"*\";\r\nlet Item_search = \"*;*\";\r\nlet ItemArray = split(Item_search, \";\");\r\nlet ItemArray_length = array_length(ItemArray);\r\nlet BackupInstanceName = iff(ItemArray_length == 2, ItemArray[1], ItemArray[0] );\r\nlet DatasourceSetName = iff(ItemArray_length == 2, ItemArray[0], \"\");\r\nlet JobOperationList = todynamic( @\"{JobOperation}\"); \r\nlet JobStatusList = todynamic( @\"{JobStatus}\");\r\nlet JobFailureCodeList = \"*\";\r\nlet ExcludeLog = true; \r\n_AzureBackup_GetJobs(RangeStart, RangeEnd, DataSourceSubscriptionList, DataSourceLocationList, VaultList, VaultTypeList, ExcludeLegacyEvent, BackupSolutionList, JobOperationList, JobStatusList, JobFailureCodeList, DatasourceSetName, BackupInstanceName, ExcludeLog)\r\n| where BackupInstanceFriendlyName contains iff(isnotempty('{SearchItem}'),'{SearchItem}',BackupInstanceFriendlyName)\r\n| sort by BackupInstanceId\r\n| summarize count() by Status", + "size": 3, + "title": "Jobs by Status", + "noDataMessage": "No record found for the selected time and scope.", + "showRefreshButton": true, + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces", + "crossComponentResources": [ + "{Workspaces}" + ], + "visualization": "piechart", + "tileSettings": { + "showBorder": false, + "titleContent": { + "columnMatch": "UniqueId", + "formatter": 1 + }, + "leftContent": { + "columnMatch": "DurationInSecs", + "formatter": 12, + "formatOptions": { + "palette": "auto" + }, + "numberFormat": { + "unit": 17, + "options": { + "maximumSignificantDigits": 3, + "maximumFractionDigits": 2 + } + } + } + } + }, + "customWidth": "0", + "conditionalVisibility": { + "parameterName": "Workspaces", + "comparison": "isNotEqualTo" + }, + "name": "Chart1", + "styleSettings": { + "showBorder": true + } + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "crossComponentResources": [ + "{Workspaces}" + ], + "parameters": [ + { + "id": "7a64467f-eec7-495b-9099-233fb7bceb08", + "version": "KqlParameterItem/1.0", + "name": "RowsPerPage", + "label": "Rows per page", + "type": 2, + "description": "Number of rows to display in a single page", + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "jsonData": "[[\r\n { \"value\":10, \"label\":\"10\", \"selected\":true },\r\n { \"value\":25, \"label\":\"25\" },\r\n { \"value\":50, \"label\":\"50\" },\r\n { \"value\":100, \"label\":\"100\" },\r\n { \"value\":250, \"label\":\"250\" },\r\n { \"value\":500, \"label\":\"500\" },\r\n { \"value\":1000, \"label\":\"1000\" }\r\n]" + }, + { + "id": "5c65bc61-a721-42b7-960b-3fe7a6170eb6", + "version": "KqlParameterItem/1.0", + "name": "Page", + "type": 2, + "description": "Page number", + "isRequired": true, + "query": "\r\nlet RangeStart = startofday({TimeRange:start});\r\nlet RangeEnd = iff(startofday({TimeRange:end}) == startofday(now()) ,startofday({TimeRange:end}) - 1d , startofday({TimeRange:end}));\r\nlet DataSourceSubscriptionList = todynamic( replace(\"/subscriptions/\", \"\", @\"{DataSourceSubscription}\"));\r\nlet DataSourceLocationList = todynamic( @\"{DataSourceLocation}\"); \r\nlet VaultTypeList = \"*\";\r\nlet VaultList = \"*\";\r\nlet ExcludeLegacyEvent = true;\r\nlet BackupSolutionList = \"*\";\r\nlet ProtectionInfoList = \"*\";\r\nlet Item_search = \"*;*\";\r\nlet ItemArray = split(Item_search, \";\");\r\nlet ItemArray_length = array_length(ItemArray);\r\nlet BackupInstanceName = iff(ItemArray_length == 2, ItemArray[1], ItemArray[0] );\r\nlet DatasourceSetName = iff(ItemArray_length == 2, ItemArray[0], \"\");\r\nlet JobOperationList = todynamic( @\"{JobOperation}\"); \r\nlet JobStatusList = todynamic( @\"{JobStatus}\");\r\nlet JobFailureCodeList = \"*\";\r\nlet ExcludeLog = true; \r\nlet backupItem = '{SearchItem}';\r\n_AzureBackup_GetJobs(RangeStart, RangeEnd, DataSourceSubscriptionList, DataSourceLocationList, VaultList, VaultTypeList, ExcludeLegacyEvent, BackupSolutionList, JobOperationList, JobStatusList, JobFailureCodeList, DatasourceSetName, BackupInstanceName, ExcludeLog)\r\n| where BackupInstanceFriendlyName contains backupItem\r\n| summarize c=count()\r\n| project num = (c-1)/toint('{RowsPerPage}') + 1\r\n| project nums = range(1,num,1), num\r\n| mvexpand nums\r\n| project nums = tostring(nums), num = strcat(tostring(nums),\" of \",tostring(num))\r\n\r\n", + "crossComponentResources": [ + "{Workspaces}" + ], + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces", + "value": "1" + } + ], + "style": "above", + "doNotRunWhenHidden": true, + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces" + }, + "customWidth": "100", + "conditionalVisibility": { + "parameterName": "Workspaces", + "comparison": "isNotEqualTo" + }, + "name": "Filters3" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "\r\nlet RangeStart = startofday({TimeRange:start});\r\nlet RangeEnd = iff(startofday({TimeRange:end}) == startofday(now()) ,startofday({TimeRange:end}) - 1d , startofday({TimeRange:end}));\r\nlet DataSourceSubscriptionList = todynamic( replace(\"/subscriptions/\", \"\", @\"{DataSourceSubscription}\"));\r\nlet DataSourceLocationList = todynamic( @\"{DataSourceLocation}\"); \r\nlet VaultTypeList = \"*\";\r\nlet VaultList = \"*\";\r\nlet ExcludeLegacyEvent = true;\r\nlet BackupSolutionList = \"*\";\r\nlet ProtectionInfoList = \"*\";\r\nlet Item_search = \"*;*\";\r\nlet ItemArray = split(Item_search, \";\");\r\nlet ItemArray_length = array_length(ItemArray);\r\nlet BackupInstanceName = iff(ItemArray_length == 2, ItemArray[1], ItemArray[0] );\r\nlet DatasourceSetName = iff(ItemArray_length == 2, ItemArray[0], \"\");\r\nlet JobOperationList = todynamic( @\"{JobOperation}\"); \r\nlet JobStatusList = todynamic( @\"{JobStatus}\");\r\nlet JobFailureCodeList = \"*\";\r\nlet ExcludeLog = true; \r\nlet backupItem = '{SearchItem}';\r\n_AzureBackup_GetJobs(RangeStart, RangeEnd, DataSourceSubscriptionList, DataSourceLocationList, VaultList, VaultTypeList, ExcludeLegacyEvent, BackupSolutionList, JobOperationList, JobStatusList, JobFailureCodeList, DatasourceSetName, BackupInstanceName, ExcludeLog)\r\n| where BackupInstanceFriendlyName contains iff(isnotempty('{SearchItem}'),'{SearchItem}',BackupInstanceFriendlyName)\r\n| sort by BackupInstanceId\r\n| extend row_num = row_number()\r\n| extend page_num = tostring(((row_num-1)/toint('{RowsPerPage}') + 1))\r\n| where page_num has ('{Page}')\r\n| project BackupItem = BackupInstanceId,BackupItemFriendlyName = BackupInstanceFriendlyName ,Vault = VaultResourceId,Subscription = VaultSubscriptionId, VaultLocation = VaultLocation,JobOperation = OperationCategory,JobStartTime = StartTime,JobDuration = tostring(todouble(DurationInSecs)/60/60),JobStatus = Status,FailureCode = ErrorTitle\r\n", + "size": 3, + "title": "List of jobs in period", + "noDataMessage": "No record found for the selected time and scope.", + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces", + "crossComponentResources": [ + "{Workspaces}" + ], + "visualization": "table", + "gridSettings": { + "formatters": [ + { + "columnMatch": "BackupItem", + "formatter": 5 + }, + { + "columnMatch": "BackupItemFriendlyName", + "formatter": 16, + "formatOptions": { + "linkColumn": "BackupItem", + "linkTarget": "Resource", + "showIcon": true, + "customColumnWidthSetting": "10%" + } + }, + { + "columnMatch": "Vault", + "formatter": 0, + "formatOptions": { + "customColumnWidthSetting": "10%" + } + }, + { + "columnMatch": "Subscription", + "formatter": 15, + "formatOptions": { + "linkTarget": "Resource", + "showIcon": true, + "customColumnWidthSetting": "10%" + } + }, + { + "columnMatch": "VaultLocation", + "formatter": 17, + "formatOptions": { + "customColumnWidthSetting": "10%" + } + }, + { + "columnMatch": "JobOperation", + "formatter": 0, + "formatOptions": { + "customColumnWidthSetting": "10%" + } + }, + { + "columnMatch": "JobStartTime", + "formatter": 0, + "formatOptions": { + "customColumnWidthSetting": "10%" + } + }, + { + "columnMatch": "JobDuration", + "formatter": 0, + "formatOptions": { + "customColumnWidthSetting": "10%" + }, + "numberFormat": { + "unit": 0, + "options": { + "style": "decimal", + "minimumFractionDigits": 2, + "maximumFractionDigits": 2 + } + } + }, + { + "columnMatch": "JobStatus", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "contains", + "thresholdValue": "Warning", + "representation": "2", + "text": "{0}{1}" + }, + { + "operator": "contains", + "thresholdValue": "Failed", + "representation": "failed", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "Blank", + "text": "{0}{1}" + } + ], + "customColumnWidthSetting": "10%" + } + }, + { + "columnMatch": "FailureCode", + "formatter": 0, + "formatOptions": { + "customColumnWidthSetting": "10%" + } + } + ], + "rowLimit": 1000, + "labelSettings": [ + { + "columnId": "BackupItemFriendlyName", + "label": "Backup instance" + }, + { + "columnId": "Vault", + "label": "Vault" + }, + { + "columnId": "Subscription", + "label": "Subscription" + }, + { + "columnId": "VaultLocation", + "label": "Location" + }, + { + "columnId": "JobOperation", + "label": "Job operation" + }, + { + "columnId": "JobStartTime", + "label": "Job start time (UTC)" + }, + { + "columnId": "JobDuration", + "label": "Job duration (hours)" + }, + { + "columnId": "JobStatus", + "label": "Job status" + }, + { + "columnId": "FailureCode", + "label": "Job failure code" + } + ] + }, + "sortBy": [] + }, + "customWidth": "100", + "conditionalVisibility": { + "parameterName": "Workspaces", + "comparison": "isNotEqualTo" + }, + "name": "Grid1", + "styleSettings": { + "margin": "5px", + "padding": "5px", + "showBorder": true + } + } + ] + }, + "conditionalVisibility": { + "parameterName": "Subscription", + "comparison": "isNotEqualTo" + }, + "name": "Backup" + } + ] + }, + "conditionalVisibilities": [ + { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "RC_Storage" + }, + { + "parameterName": "Subscription", + "comparison": "isNotEqualTo" + } + ], + "name": "RC_Storage" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "where type has \"microsoft.network\"\r\n| extend type = case(\r\n\ttype == 'microsoft.network/networkinterfaces', \"NICs\",\r\n\ttype == 'microsoft.network/networksecuritygroups', \"NSGs\", \r\n\ttype == \"microsoft.network/publicipaddresses\", \"Public IPs\", \r\n\ttype == 'microsoft.network/virtualnetworks', \"vNets\",\r\n\ttype == 'microsoft.network/networkwatchers/connectionmonitors', \"Connection Monitors\",\r\n\ttype == 'microsoft.network/privatednszones', \"Private DNS\",\r\n\ttype == 'microsoft.network/virtualnetworkgateways', @\"vNet Gateways\",\r\n\ttype == 'microsoft.network/connections', \"Connections\",\r\n\ttype == 'microsoft.network/networkwatchers', \"Network Watchers\",\r\n\ttype == 'microsoft.network/privateendpoints', \"Private Endpoints\",\r\n\ttype == 'microsoft.network/localnetworkgateways', \"Local Network Gateways\",\r\n\ttype == 'microsoft.network/privatednszones/virtualnetworklinks', \"vNet Links\",\r\n\ttype == 'microsoft.network/dnszones', 'DNS Zones',\r\n\ttype == 'microsoft.network/networkwatchers/flowlogs', 'Flow Logs',\r\n\ttype == 'microsoft.network/routetables', 'Route Tables',\r\n\ttype == 'microsoft.network/loadbalancers', 'Load Balancers',\r\n type =~ 'Microsoft.Network/applicationGateways', 'Application Gateways',\r\n\tstrcat(\"Not Translated: \", type))\r\n| summarize count() by type\r\n| where type !has \"Not Translated\"", + "size": 3, + "title": "Count of all network resources by resource type", + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "tiles", + "tileSettings": { + "showBorder": false, + "titleContent": { + "columnMatch": "type", + "formatter": 1 + }, + "leftContent": { + "columnMatch": "count_", + "formatter": 12, + "formatOptions": { + "palette": "auto" + }, + "numberFormat": { + "unit": 17, + "options": { + "maximumSignificantDigits": 3, + "maximumFractionDigits": 2 + } + } + } + } + }, + "name": "query - Network resource" + }, + { + "type": 1, + "content": { + "json": "# Network security group" + }, + "name": "Network security group title" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "parameters": [ + { + "id": "7763ba7f-6187-4448-a94c-890392ed31d0", + "version": "KqlParameterItem/1.0", + "name": "OrphanNSG", + "label": "Orphaned", + "type": 10, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "jsonData": "[[\r\n { \"value\":\"and isnotnull(properties.networkInterfaces) or type =~ 'microsoft.network/networksecuritygroups' and isnotnull(properties.subnets)\", \"label\":\"No\" },\r\n { \"value\":\"and isnull(properties.networkInterfaces) and isnull(properties.subnets)\", \"label\":\"Yes\" }\r\n]", + "timeContext": { + "durationMs": 86400000 + }, + "value": "and isnotnull(properties.networkInterfaces) or type =~ 'microsoft.network/networksecuritygroups' and isnotnull(properties.subnets)" + } + ], + "style": "above", + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces" + }, + "name": "NSG" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "Resources\r\n| where type =~ 'microsoft.network/networksecuritygroups' {OrphanNSG}\r\n| project Resource=id, resourceGroup, subscriptionId, location", + "size": 0, + "title": "NSGs", + "noDataMessage": "No NSGs Found", + "noDataMessageStyle": 3, + "exportedParameters": [ + { + "fieldName": "Resource", + "parameterName": "SelectedResourceId", + "parameterType": 5 + } + ], + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "filter": true + }, + "sortBy": [] + }, + "name": "NSGs" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "Resources\r\n | where type =~ 'microsoft.network/networksecuritygroups'\r\n | where id == \"{SelectedResourceId}\"\r\n | project id, nsgRules = parse_json(parse_json(properties).securityRules), networksecurityGroupName = name, subscriptionId, resourceGroup , location\r\n | mvexpand nsgRule = nsgRules\r\n | project id, location, access=nsgRule.properties.access,protocol=nsgRule.properties.protocol ,direction=nsgRule.properties.direction,provisioningState= nsgRule.properties.provisioningState ,priority=nsgRule.properties.priority, \r\n sourceAddressPrefix = nsgRule.properties.sourceAddressPrefix, \r\n sourceAddressPrefixes = nsgRule.properties.sourceAddressPrefixes,\r\n destinationAddressPrefix = nsgRule.properties.destinationAddressPrefix, \r\n destinationAddressPrefixes = nsgRule.properties.destinationAddressPrefixes, \r\n networksecurityGroupName, networksecurityRuleName = tostring(nsgRule.name), \r\n subscriptionId, resourceGroup,\r\n destinationPortRanges = nsgRule.properties.destinationPortRanges,\r\n destinationPortRange = nsgRule.properties.destinationPortRange,\r\n sourcePortRanges = nsgRule.properties.sourcePortRanges,\r\n sourcePortRange = nsgRule.properties.sourcePortRange\r\n| extend Details = pack_all()\r\n| project id, location, access, direction, priority, sourceAddressPrefix, sourcePortRange, destinationPortRange, subscriptionId, resourceGroup, Details", + "size": 1, + "title": "NSG rules", + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "subscriptionId", + "formatter": 5 + }, + { + "columnMatch": "resourceGroup", + "formatter": 5 + }, + { + "columnMatch": "Details", + "formatter": 7, + "formatOptions": { + "linkTarget": "CellDetails", + "linkLabel": "πŸ” View details", + "linkIsContextBlade": true + } + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "SelectedResourceId", + "comparison": "isNotEqualTo" + }, + "name": "NSG rules" + }, + { + "type": 1, + "content": { + "json": "# Public IPs" + }, + "name": "Public IP title" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "parameters": [ + { + "id": "37cdc20d-07c3-466c-84bb-4d8050932641", + "version": "KqlParameterItem/1.0", + "name": "OrphanIPs", + "label": "Orphaned", + "type": 10, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "jsonData": "[[\r\n { \"value\":\"isnotnull\", \"label\":\"No\" },\r\n { \"value\":\"isnull\", \"label\":\"Yes\" }\r\n]", + "timeContext": { + "durationMs": 86400000 + }, + "value": "isnotnull" + } + ], + "style": "above", + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces" + }, + "name": "Public IPs" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "Resources\r\n| where type =~ 'Microsoft.Network/publicIPAddresses' and {OrphanIPs}(properties.ipAddress)\r\n| extend ipAddress = properties.ipAddress\r\n| extend sku = sku.name\r\n| extend Details = pack_all()\r\n| project Resource=id, subscriptionId, resourceGroup, name, location,sku,Details", + "size": 0, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "table", + "gridSettings": { + "formatters": [ + { + "columnMatch": "$gen_group", + "formatter": 13, + "formatOptions": { + "linkTarget": "Resource", + "linkIsContextBlade": true, + "showIcon": true + } + }, + { + "columnMatch": "Resource", + "formatter": 5 + }, + { + "columnMatch": "subscriptionId", + "formatter": 5 + }, + { + "columnMatch": "Details", + "formatter": 7, + "formatOptions": { + "linkTarget": "CellDetails", + "linkLabel": "πŸ” View details", + "linkIsContextBlade": true + } + } + ], + "filter": true, + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "subscriptionId" + ], + "expandTopLevel": true, + "finalBy": "Resource" + } + } + }, + "name": "query - Networking Details - PiPs" + }, + { + "type": 1, + "content": { + "json": "# Application gateway" + }, + "name": "Application gateway title" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "parameters": [ + { + "id": "007b8dbe-6bc6-40f9-b4bc-55f2ec14916c", + "version": "KqlParameterItem/1.0", + "name": "OrphanAppGW", + "label": "Orphaned", + "type": 10, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "jsonData": "[[\r\n { \"value\":\"//\", \"label\":\"No\" },\r\n { \"value\":\"|\", \"label\":\"Yes\" }\r\n]", + "timeContext": { + "durationMs": 86400000 + }, + "value": "//" + } + ], + "style": "above", + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces" + }, + "name": "ApplicationGateway" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources\r\n| where type =~ 'Microsoft.Network/applicationGateways'\r\n| extend backendPoolsCount = array_length(properties.backendAddressPools),SKUName= tostring(properties.sku.name), SKUTier= tostring(properties.sku.tier),SKUCapacity=properties.sku.capacity,backendPools=properties.backendAddressPools\r\n| project id, name, SKUName, SKUTier, SKUCapacity\r\n| join (\r\n resources\r\n | where type =~ 'Microsoft.Network/applicationGateways'\r\n | mvexpand backendPools = properties.backendAddressPools\r\n | extend backendIPCount = array_length(backendPools.properties.backendIPConfigurations)\r\n | extend backendAddressesCount = array_length(backendPools.properties.backendAddresses)\r\n | extend backendPoolName = backendPools.properties.backendAddressPools.name\r\n | summarize backendIPCount = sum(backendIPCount) ,backendAddressesCount=sum(backendAddressesCount) by id\r\n) on id\r\n| project-away id1\r\n{OrphanAppGW} where (backendIPCount == 0 or isempty(backendIPCount)) and (backendAddressesCount==0 or isempty(backendAddressesCount))\r\n| order by id asc", + "size": 0, + "noDataMessage": "No app gateways", + "noDataMessageStyle": 3, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ] + }, + "name": "query - Application Gateways" + }, + { + "type": 1, + "content": { + "json": "# Load balancer" + }, + "name": "Load balancer title" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "parameters": [ + { + "id": "8cffc283-1878-4035-a669-5d9697e9edc1", + "version": "KqlParameterItem/1.0", + "name": "OrphanLB", + "label": "Orphaned", + "type": 10, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "jsonData": "[[\r\n { \"value\":\"!=\", \"label\":\"No\" },\r\n { \"value\":\"==\", \"label\":\"Yes\" }\r\n]", + "timeContext": { + "durationMs": 86400000 + }, + "value": "!=" + } + ], + "style": "above", + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces" + }, + "name": "LoadBalancers" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources\r\n| where type == \"microsoft.network/loadbalancers\"\r\n| where properties.backendAddressPools {OrphanLB} \"[]\"\r\n| extend Details = pack_all()\r\n| project Resource=id, subscriptionId, resourceGroup, location, tostring(sku.name), Details", + "size": 0, + "noDataMessage": "No load balancers", + "noDataMessageStyle": 3, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "location", + "formatter": 17 + }, + { + "columnMatch": "Details", + "formatter": 7, + "formatOptions": { + "linkTarget": "CellDetails", + "linkLabel": "πŸ” View details", + "linkIsContextBlade": true + } + } + ], + "labelSettings": [ + { + "columnId": "Resource", + "label": "Resource Name" + }, + { + "columnId": "subscriptionId", + "label": "Subscription" + }, + { + "columnId": "resourceGroup", + "label": "Resource group" + }, + { + "columnId": "location", + "label": "Region" + }, + { + "columnId": "sku_name", + "label": "SKU" + } + ] + } + }, + "name": "query - Load Balancers" + } + ] + }, + "conditionalVisibilities": [ + { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "RC_Network" + }, + { + "parameterName": "Subscription", + "comparison": "isNotEqualTo" + } + ], + "name": "RC_Network" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 1, + "content": { + "json": "## Stay informed and act quickly on service issues\r\nAzure Service Health notifies you about Azure service incidents and planned maintenance so you can take action to mitigate downtime. Configure customisable cloud alerts and use your personalised dashboard to analyse health issues, monitor the impact to your cloud resources, get guidance and support, and share details and updates." + }, + "name": "text - 4" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "servicehealthresources\r\n| where type =~ 'Microsoft.ResourceHealth/events'\r\n| extend eventType = properties.EventType, status = properties.Status, description = properties.Title, trackingId = properties.TrackingId, summary = properties.Summary, priority = properties.Priority, impactStartTime = properties.ImpactStartTime, impactMitigationTime = properties.ImpactMitigationTime\r\n| where properties.Status == 'Active' and tolong(impactStartTime) > 1\r\n\r\n| extend Details = pack_all()\r\n| project ServiceHealthID=id, Description=description, Region=location, eventType, Status=status, Details", + "size": 1, + "title": "All active Service Health events", + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "ServiceHealthID", + "formatter": 13, + "formatOptions": { + "linkTarget": null, + "showIcon": false, + "customColumnWidthSetting": "20ch" + } + }, + { + "columnMatch": "Description", + "formatter": 1, + "formatOptions": { + "customColumnWidthSetting": "60ch" + } + }, + { + "columnMatch": "eventType", + "formatter": 1 + }, + { + "columnMatch": "Status", + "formatter": 1 + }, + { + "columnMatch": "Details", + "formatter": 7, + "formatOptions": { + "linkTarget": "CellDetails", + "linkLabel": "πŸ” View details", + "linkIsContextBlade": true + } + } + ] + }, + "tileSettings": { + "showBorder": false + } + }, + "name": "query - 15" + }, + { + "type": 1, + "content": { + "json": "## Activity log monitoring" + }, + "name": "text - 15" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resourcechanges\r\n| extend changeTime = todatetime(properties.changeAttributes.timestamp), targetResourceId = tostring(properties.targetResourceId),\r\nchangeType = tostring(properties.changeType), correlationId = properties.changeAttributes.correlationId, \r\nchangedProperties = properties.changes, changeCount = properties.changeAttributes.changesCount\r\n| where changeTime > ago(1d)\r\n| order by changeTime desc\r\n| project changeTime, targetResourceId, changeType, correlationId, changeCount, changedProperties", + "size": 0, + "title": "All changes in the past one day", + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "changeTime", + "formatter": 6, + "formatOptions": { + "customColumnWidthSetting": "24ch" + } + }, + { + "columnMatch": "targetResourceId", + "formatter": 0, + "formatOptions": { + "customColumnWidthSetting": "42.7143ch" + } + }, + { + "columnMatch": "changedProperties", + "formatter": 7, + "formatOptions": { + "linkTarget": "CellDetails", + "linkLabel": "πŸ” View details", + "linkIsContextBlade": true + } + } + ] + } + }, + "name": "query - 12" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resourcechanges\r\n| extend changeTime = todatetime(properties.changeAttributes.timestamp), targetResourceId = tostring(properties.targetResourceId),\r\nchangeType = tostring(properties.changeType), correlationId = properties.changeAttributes.correlationId\r\n| where changeType == \"Delete\"\r\n| order by changeTime desc\r\n| project changeTime, resourceGroup, targetResourceId, changeType, correlationId", + "size": 0, + "title": "Resources deleted", + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "changeTime", + "formatter": 6 + } + ] + } + }, + "name": "query - 13" + } + ] + }, + "conditionalVisibilities": [ + { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "RC_Monitoring" + }, + { + "parameterName": "Subscription", + "comparison": "isNotEqualTo" + } + ], + "name": "RC_Monitoring" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 1, + "content": { + "json": "## Use tags to organize your Azure resources and management hierarchy\r\nTags are metadata elements that you apply to your Azure resources. They're key-value pairs that help you identify resources based on settings that are relevant to your organization. If you want to track the deployment environment for your resources, add a key named Environment. To identify the resources deployed to production, give them a value of Production. The fully formed key-value pair is Environment = Production.\r\n\r\nTo get more information about tags, see [Resource naming and tagging decision guide](https://learn.microsoft.com/azure/cloud-adoption-framework/ready/azure-best-practices/resource-naming-and-tagging-decision-guide?toc=%2Fazure%2Fazure-resource-manager%2Fmanagement%2Ftoc.json)" + }, + "name": "text - 9" + }, + { + "type": 1, + "content": { + "json": "Tag names with spaces, hyphens, and underscores are not supported.", + "style": "info" + }, + "name": "warning tag explorer" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "crossComponentResources": [ + "{Subscription}" + ], + "parameters": [ + { + "id": "bae67738-90ef-4698-9020-5e1f91d67f82", + "version": "KqlParameterItem/1.0", + "name": "TagName", + "label": "Tag name", + "type": 2, + "isRequired": true, + "query": "Resources\r\n| where tags != '' and tags != '[]'\r\n| mvexpand tags\r\n| extend tagName = tostring(bag_keys(tags)[0])\r\n| distinct tagName\r\n| sort by tagName asc", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "timeContext": { + "durationMs": 86400000 + }, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "value": null + } + ], + "style": "formVertical", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + }, + "customWidth": "33", + "name": "parameters - 0" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "crossComponentResources": [ + "{Subscription}" + ], + "parameters": [ + { + "id": "cb0ae78d-a49b-457b-baed-d83c97a2c934", + "version": "KqlParameterItem/1.0", + "name": "TagValue", + "label": "Tag value", + "type": 2, + "query": "Resources\r\n| extend TagValue = tostring(tags.{TagName})\r\n| project TagValue\r\n| distinct TagValue", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "timeContext": { + "durationMs": 86400000 + }, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + } + ], + "style": "formVertical", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + }, + "customWidth": "33", + "conditionalVisibility": { + "parameterName": "TagName", + "comparison": "isNotEqualTo" + }, + "name": "parameters - 2" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "parameters": [ + { + "id": "81756016-e942-4fa0-976e-06d8ce919f83", + "version": "KqlParameterItem/1.0", + "name": "ResourceType", + "label": "Resource type", + "type": 7, + "typeSettings": { + "additionalResourceOptions": [], + "includeAll": true, + "showDefault": false + }, + "timeContext": { + "durationMs": 86400000 + }, + "value": null + } + ], + "style": "formVertical", + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces" + }, + "customWidth": "33", + "conditionalVisibility": { + "parameterName": "TagName", + "comparison": "isNotEqualTo" + }, + "name": "ResourceType" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "Resources\r\n| extend tag = tags.{TagName}\r\n| mv-expand bagexpansion=array tags\r\n| where isnotempty(tags)\r\n//| where tags[0] =~ '{TagName}' and tags[1] =~ '{TagValue}'\r\n| where tags[0] == '{TagName}' and tags[1] == '{TagValue}'\r\n| where type contains '{ResourceType}'\r\n| project id, tag", + "size": 0, + "title": "Resource with tag", + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "filter": true, + "labelSettings": [ + { + "columnId": "id", + "label": "Resource name" + }, + { + "columnId": "tag", + "label": "Tag value" + } + ] + } + }, + "customWidth": "50", + "conditionalVisibility": { + "parameterName": "TagName", + "comparison": "isNotEqualTo" + }, + "name": "query - Resource with tag" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "Resources\r\n| extend tag = tags.{TagName}\r\n| mv-expand bagexpansion=array tags\r\n| where isnotempty(tags)\r\n| where tags[0] == '{TagName}' and tags[1] == ''\r\n| where type contains '{ResourceType}'\r\n| project id, tag", + "size": 0, + "title": "Tag with empty value", + "noDataMessage": "No tagged resources with empty value found", + "noDataMessageStyle": 3, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "table", + "gridSettings": { + "filter": true, + "labelSettings": [ + { + "columnId": "id", + "label": "Resource name" + }, + { + "columnId": "tag", + "label": "Tag value" + } + ] + } + }, + "customWidth": "50", + "conditionalVisibility": { + "parameterName": "TagName", + "comparison": "isNotEqualTo" + }, + "name": "query - Empty value" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources \r\n| where tags =~ '' or tags =~ '{}'\r\n| where type contains '{ResourceType}'\r\n| project Name=id", + "size": 0, + "title": "Untagged resources", + "noDataMessage": "No untagged resources found", + "noDataMessageStyle": 3, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + } + ], + "rowLimit": 100, + "filter": true, + "labelSettings": [ + { + "columnId": "Name", + "label": "Resource name" + } + ] + } + }, + "name": "query - Untagged resources" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resourcecontainers\r\n| where type == \"microsoft.resources/subscriptions\"\r\n| extend tag = tags.{TagName}\r\n| mv-expand bagexpansion=array tags\r\n| where isnotempty(tags)\r\n| where tags[0] == '{TagName}' and tags[1] == '{TagValue}'\r\n| project id, tag", + "size": 0, + "title": "Subscription list", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "tag", + "formatter": 1 + } + ], + "labelSettings": [ + { + "columnId": "id", + "label": "Subscription" + }, + { + "columnId": "tag", + "label": "Tag value" + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "TagName", + "comparison": "isNotEqualTo" + }, + "name": "query - Subscription list" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resourcecontainers\r\n| where type == \"microsoft.resources/subscriptions/resourcegroups\"\r\n| extend tag = tags.{TagName}\r\n| mv-expand bagexpansion=array tags\r\n| where isnotempty(tags)\r\n| where tags[0] == '{TagName}' and tags[1] == '{TagValue}'\r\n| project id, tag", + "size": 0, + "title": "Resource groups list", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "tag", + "formatter": 1 + } + ], + "labelSettings": [ + { + "columnId": "id", + "label": "Subscription" + }, + { + "columnId": "tag", + "label": "Tag value" + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "TagName", + "comparison": "isNotEqualTo" + }, + "name": "query - ResourceGroup list" + } + ] + }, + "conditionalVisibility": { + "parameterName": "Subscription", + "comparison": "isNotEqualTo" + }, + "name": "group - TagQueries" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "RC_Tag" + }, + "name": "RC_Tags" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "securityresources\r\n| where type == \"microsoft.security/securescores\"\r\n| extend subscriptionSecureScore = round(100 * bin((todouble(properties.score.current))/ todouble(properties.score.max), 0.001))\r\n| where subscriptionSecureScore > 0\r\n| project subscriptionId, subscriptionSecureScore\r\n| order by subscriptionSecureScore asc", + "size": 0, + "title": "Security Scores by Subscription", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": "Resource", + "showIcon": true, + "customColumnWidthSetting": "65ch" + } + }, + { + "columnMatch": "subscriptionSecureScore", + "formatter": 8, + "formatOptions": { + "min": 0, + "max": 100, + "palette": "redGreen", + "customColumnWidthSetting": "55ch" + }, + "numberFormat": { + "unit": 1, + "options": { + "style": "decimal", + "useGrouping": false + } + } + } + ], + "labelSettings": [ + { + "columnId": "subscriptionId", + "label": "Subscription Name" + }, + { + "columnId": "subscriptionSecureScore", + "label": "Subscription Secure Score" + } + ] + } + }, + "name": "query - Monitor & Security - Security Scores" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "SecurityResources \r\n| where type == 'microsoft.security/securescores/securescorecontrols' \r\n| extend SecureControl = properties.displayName, unhealthy = properties.unhealthyResourceCount, currentscore = properties.score.current, maxscore = properties.score.max, subscriptionId, details = properties\r\n| project SecureControl , unhealthy, currentscore, maxscore, subscriptionId, details", + "size": 0, + "title": "Security Scores by Control", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "$gen_group", + "formatter": 13, + "formatOptions": { + "linkTarget": null, + "showIcon": true, + "customColumnWidthSetting": "65ch" + } + }, + { + "columnMatch": "Subscription", + "formatter": 13, + "formatOptions": { + "linkTarget": null, + "showIcon": true, + "customColumnWidthSetting": "65ch" + } + }, + { + "columnMatch": "SecureControl", + "formatter": 5, + "tooltipFormat": {} + }, + { + "columnMatch": "unhealthy", + "formatter": 8, + "formatOptions": { + "min": 0, + "palette": "greenRed", + "customColumnWidthSetting": "20ch" + } + }, + { + "columnMatch": "currentscore", + "formatter": 8, + "formatOptions": { + "palette": "redGreen", + "customColumnWidthSetting": "20ch" + }, + "numberFormat": { + "unit": 1, + "options": { + "style": "decimal" + } + } + }, + { + "columnMatch": "maxscore", + "formatter": 8, + "formatOptions": { + "palette": "blue", + "customColumnWidthSetting": "20ch" + }, + "numberFormat": { + "unit": 1, + "options": { + "style": "decimal" + } + } + }, + { + "columnMatch": "subscriptionId", + "formatter": 5 + }, + { + "columnMatch": "details", + "formatter": 7, + "formatOptions": { + "linkTarget": "CellDetails", + "linkLabel": "Details", + "linkIsContextBlade": true + } + }, + { + "columnMatch": "subscriptionSecureScore", + "formatter": 8, + "formatOptions": { + "min": 0, + "max": 100, + "palette": "redGreen", + "customColumnWidthSetting": "20" + }, + "numberFormat": { + "unit": 1, + "options": { + "style": "decimal", + "useGrouping": false + } + } + } + ], + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "subscriptionId" + ], + "expandTopLevel": true, + "finalBy": "SecureControl" + }, + "labelSettings": [ + { + "columnId": "unhealthy", + "label": "Unhealthy" + }, + { + "columnId": "currentscore", + "label": "Current Score" + }, + { + "columnId": "maxscore", + "label": "Max Score" + }, + { + "columnId": "subscriptionId", + "label": "Subscription" + } + ] + } + }, + "name": "query - Monitor & Security - Security Scores by Control" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "parameters": [ + { + "id": "4f93ebba-a9d5-4e11-8de4-b605c2b4368f", + "version": "KqlParameterItem/1.0", + "name": "ResourceIdFilter", + "type": 1, + "isGlobal": true, + "isHiddenWhenLocked": true, + "label": "Resource ID" + }, + { + "id": "e505498f-d2eb-4dd6-928f-0f0f0e9cc371", + "version": "KqlParameterItem/1.0", + "name": "AlertDisplayNameFilter", + "type": 1, + "isGlobal": true, + "isHiddenWhenLocked": true, + "label": "Alert display name" + }, + { + "id": "39e382f9-4780-40fa-8595-15eda0f08ad4", + "version": "KqlParameterItem/1.0", + "name": "NewAlertFilter", + "type": 1, + "isGlobal": true, + "isHiddenWhenLocked": true, + "label": "New alert" + } + ], + "style": "above", + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces" + }, + "name": "parameters - 15" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": " securityresources\r\n | where type =~ 'microsoft.security/locations/alerts'\r\n | where properties.Status in ('Active')\r\n | where properties.Severity in ('Low', 'Medium', 'High')\r\n | extend SeverityRank = case(\r\n properties.Severity == 'High', 3,\r\n properties.Severity == 'Medium', 2,\r\n properties.Severity == 'Low', 1,\r\n 0\r\n )\r\n | project-away SeverityRank\r\n | extend Severity = properties.Severity\r\n | project Severity = tostring(Severity)\r\n | summarize Count = count() by Severity", + "size": 0, + "title": "Severity ", + "exportedParameters": [ + { + "fieldName": "Subscription", + "parameterName": "Subscription", + "parameterType": 1 + }, + { + "fieldName": "Severity", + "parameterName": "SeverityFilter", + "parameterType": 1 + } + ], + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "piechart", + "gridSettings": { + "formatters": [ + { + "columnMatch": "Severity", + "formatter": 1 + } + ] + }, + "chartSettings": { + "yAxis": [ + "Count" + ], + "seriesLabelSettings": [ + { + "seriesName": "Medium", + "color": "orange" + }, + { + "seriesName": "High", + "color": "redDark" + }, + { + "seriesName": "Low", + "color": "yellow" + } + ] + } + }, + "customWidth": "33", + "name": "Severity" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": " securityresources\r\n | where type =~ 'microsoft.security/locations/alerts'\r\n | summarize Count =count() by resourceGroup", + "size": 0, + "title": "Resource Group", + "exportFieldName": "resourceGroup", + "exportParameterName": "resourceGroupFilter", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "piechart" + }, + "customWidth": "33", + "name": "query - 9" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources\r\n | project id = tolower(id), tags\r\n | join kind=inner (securityresources\r\n | where type =~ \"microsoft.security/locations/alerts\"\r\n | extend isAzure = tostring(properties.ResourceIdentifiers) matches regex '\"Type\"\\\\s*:\\\\s*\"AzureResource\"'\r\n | extend affectedResourceId = extract('\"AzureResourceId\"\\\\s*:\\\\s*\"([^\"]*)\"', 1, tostring(properties.ResourceIdentifiers))\r\n | extend hostName = iff(isAzure, \"\", extract('\"HostName\"\\\\s*:\\\\s*\"([^\"]*)\"', 1, tostring(properties.Entities)))\r\n | extend splitAffectedResourceId = split(affectedResourceId, \"/\")\r\n | extend resourceNameIndex = iff(array_length(splitAffectedResourceId) > 1, array_length(splitAffectedResourceId) - 1, 0)\r\n | extend affectedResourceName = iff(isAzure, splitAffectedResourceId[resourceNameIndex], iff(isempty(hostName), \"Non-Azure\", hostName))| project-away resourceNameIndex, splitAffectedResourceId, hostName, isAzure\r\n | project alertId = id, subscriptionId, alertProperties = properties, affectedResourceId = tolower(affectedResourceId)\r\n ) on $left.id == $right.affectedResourceId\r\n | extend id = alertId, subscriptionId, properties = alertProperties\r\n | where properties.Status in ('Active')\r\n | where properties.Severity in ('Low', 'Medium', 'High')\r\n | extend SeverityRank = case(\r\n properties.Severity == 'High', 3,\r\n properties.Severity == 'Medium', 2,\r\n properties.Severity == 'Low', 1,\r\n 0\r\n )\r\n | sort by SeverityRank desc, tostring(properties.SystemAlertId) asc\r\n | extend Tag = parse_json(tags)\r\n | mv-expand Tag\r\n | parse Tag with * ':\"' TagValue '\"}'\r\n | project TagValue, alertId\r\n | summarize Count = count() by TagValue", + "size": 0, + "title": "Tag", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "piechart" + }, + "customWidth": "30", + "name": "query - 7", + "styleSettings": { + "maxWidth": "100%" + } + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "datatable(ResourceId: string) [ \"All\"] | union (securityresources\r\n | where type =~ 'microsoft.security/locations/alerts'\r\n | extend Prop = parse_json(properties)\r\n | where Prop.Severity == \"High\"\r\n | extend ResourceIdentifiers = Prop.[\"ResourceIdentifiers\"]\r\n | project ResourceIdentifiers\r\n | mv-expand ResourceIdentifiers\r\n | extend ResourceId = parse_json(ResourceIdentifiers).[\"AzureResourceId\"]\r\n | where isnotempty(ResourceId )\r\n| summarize Count=count() by tostring(ResourceId)\r\n | top 5 by Count)", + "size": 1, + "title": "Top 5 attacked resources (with High Severity)", + "noDataMessage": "There are no Top 5 attacked resources found", + "exportedParameters": [ + { + "fieldName": "ResourceId", + "parameterName": "ResourceIdFilter", + "defaultValue": "All" + }, + { + "fieldName": "ResourceId", + "parameterName": "ShowTable", + "parameterType": 1 + } + ], + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "table", + "gridSettings": { + "formatters": [ + { + "columnMatch": "Resource ID", + "formatter": 13, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + } + ], + "sortBy": [ + { + "itemKey": "Count", + "sortOrder": 2 + } + ], + "labelSettings": [ + { + "columnId": "ResourceId", + "label": "Resource ID" + } + ] + }, + "sortBy": [ + { + "itemKey": "Count", + "sortOrder": 2 + } + ] + }, + "customWidth": "33", + "name": "Top 5 attacked resources (with High Severity)" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": " datatable(AlertDisplayName: string) [ \"All\"] | union(securityresources\r\n | where type =~ 'microsoft.security/locations/alerts'\r\n | extend Prop = parse_json(properties)\r\n | extend AlertDisplayName = Prop.[\"AlertDisplayName\"]\r\n | project tostring(AlertDisplayName)\r\n | summarize Count = count() by AlertDisplayName\r\n | top 5 by Count)", + "size": 1, + "title": "Top alert types ", + "exportedParameters": [ + { + "fieldName": "AlertDisplayName", + "parameterName": "AlertDisplayNameFilter", + "defaultValue": "All" + }, + { + "fieldName": "AlertDisplayName", + "parameterName": "ShowTable", + "parameterType": 1 + } + ], + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "table", + "gridSettings": { + "sortBy": [ + { + "itemKey": "Count", + "sortOrder": 2 + } + ], + "labelSettings": [ + { + "columnId": "AlertDisplayName", + "label": "Alert display name" + } + ] + }, + "sortBy": [ + { + "itemKey": "Count", + "sortOrder": 2 + } + ] + }, + "customWidth": "33", + "name": "Top alert types" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": " datatable(AlertDisplayName: string) [ \"All\"] | union(securityresources\r\n| where type =~ 'microsoft.security/locations/alerts'\r\n| extend Prop = parse_json(properties)\r\n| extend TimeGeneratedUtc = Prop.[\"TimeGeneratedUtc\"]\r\n| extend AlertDisplayName = Prop.[\"AlertDisplayName\"]\r\n| where TimeGeneratedUtc > ago(24h)\r\n| summarize Count=count() by tostring(AlertDisplayName))", + "size": 1, + "title": "New Alerts (Since last 24hrs)", + "noDataMessage": "No new alerts in Last 24 hours", + "noDataMessageStyle": 3, + "exportedParameters": [ + { + "fieldName": "AlertDisplayName", + "parameterName": "NewAlertFilter", + "defaultValue": "All" + }, + { + "fieldName": "AlertDisplayName", + "parameterName": "ShowTable", + "parameterType": 1 + } + ], + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "ClearOther", + "formatter": 5 + } + ], + "labelSettings": [ + { + "columnId": "AlertDisplayName", + "label": "Alert display name" + } + ] + }, + "sortBy": [] + }, + "customWidth": "33", + "name": "New Alerts (Since last 24hrs)" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "", + "size": 0, + "title": "Parameters at this point", + "queryType": 2 + }, + "conditionalVisibility": { + "parameterName": "parameter1", + "comparison": "isEqualTo", + "value": "1" + }, + "name": "query - 23" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "securityresources\r\n| where type == \"microsoft.security/locations/alerts\"\r\n| project-rename P= properties\r\n| extend Details = parse_json(P)\r\n| extend IsIncident = Details.[\"IsIncident\"]\r\n| extend AlertDisplayName = Details.[\"AlertDisplayName\"]\r\n| extend SystemAlertId = Details.[\"SystemAlertId\"]\r\n| extend Severity = tostring(Details.[\"Severity\"])\r\n| where Severity == \"High\"\r\n| extend AlertUri = Details.[\"AlertUri\"]\r\n| extend Status = tostring(Details.[\"Status\"])\r\n| extend Tactics = tostring(Details.[\"Intent\"])\r\n| extend ResourceIdentifiers = Details.[\"ResourceIdentifiers\"]\r\n| mv-expand ResourceIdentifiers\r\n| extend ResourceId = parse_json(ResourceIdentifiers).[\"AzureResourceId\"]\r\n| where Status == \"Active\"\r\n| where (\"{ResourceIdFilter}\" == \"All\" or ResourceId == \"{ResourceIdFilter}\") \r\n // if either alert name or new alert are set, union those 2 together, if neither are set treat as all\r\n and ((\"{AlertDisplayNameFilter}\" == \"All\" and \"{NewAlertFilter}\" == \"All\") or AlertDisplayName == \"{AlertDisplayNameFilter}\" or AlertDisplayName == \"{NewAlertFilter}\")\r\n| extend SeverityRank = case(\r\n Severity == 'High', 3,\r\n Severity == 'Medium', 2,\r\n Severity == 'Low', 1,\r\n 0\r\n )\r\n| parse AlertUri with * '/subscriptionId/' SubscriptionId '/' *\r\n| parse AlertUri with * '/resourceGroup/' ResourceGroup '/' *\r\n| parse AlertUri with * '/location/' Location \r\n| project\r\n Severity,\r\n SystemAlertId,\r\n AlertDisplayName,\r\n IsIncident = iif(IsIncident == \"true\", \"Incident\", \"Alert\"),\r\n AlertUri,\r\n Tactics,\r\n SeverityRank,\r\n SubscriptionId,\r\n ResourceGroup,\r\n Location,\r\n ResourceId\r\n| sort by SeverityRank", + "size": 0, + "title": "{$rowCount} Active Alerts ", + "exportedParameters": [ + { + "fieldName": "ResourceId", + "parameterName": "Resource", + "parameterType": 1 + }, + { + "fieldName": "AlertUri", + "parameterName": "AlertUri", + "parameterType": 1 + }, + { + "fieldName": "SystemAlertId", + "parameterName": "SystemAlertId", + "parameterType": 1 + }, + { + "fieldName": "SubscriptionId", + "parameterName": "SubscriptionId", + "parameterType": 1 + }, + { + "fieldName": "ResourceGroup", + "parameterName": "ResourceGroup", + "parameterType": 1 + }, + { + "fieldName": "Location", + "parameterName": "Location", + "parameterType": 1 + } + ], + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "Severity", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "colors", + "thresholdsGrid": [ + { + "operator": "contains", + "thresholdValue": "High", + "representation": "redBright", + "text": "{0}{1}" + }, + { + "operator": "contains", + "thresholdValue": "Medium", + "representation": "orange", + "text": "{0}{1}" + }, + { + "operator": "contains", + "thresholdValue": "Low", + "representation": "yellow", + "text": "{0}{1}" + }, + { + "operator": "contains", + "thresholdValue": "Informational ", + "representation": "gray", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": null, + "text": "{0}{1}" + } + ] + } + }, + { + "columnMatch": "SystemAlertId", + "formatter": 5 + }, + { + "columnMatch": "AlertDisplayName", + "formatter": 1, + "formatOptions": { + "linkTarget": "OpenBlade", + "bladeOpenContext": { + "bladeName": "AlertBlade", + "extensionName": "Microsoft_Azure_Security", + "bladeParameters": [ + { + "name": "alertId", + "source": "column", + "value": "SystemAlertId" + }, + { + "name": "subscriptionId", + "source": "column", + "value": "SubscriptionId" + }, + { + "name": "resourceGroup", + "source": "column", + "value": "ResourceGroup" + }, + { + "name": "referencedFrom", + "source": "static", + "value": "activeAlertsWorkbook" + }, + { + "name": "location", + "source": "column", + "value": "Location" + } + ] + } + } + }, + { + "columnMatch": "IsIncident", + "formatter": 1 + }, + { + "columnMatch": "AlertUri", + "formatter": 5 + }, + { + "columnMatch": "Tactics", + "formatter": 1 + }, + { + "columnMatch": "SubscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": "Resource", + "showIcon": true + } + }, + { + "columnMatch": "Location", + "formatter": 17 + }, + { + "columnMatch": "ResourceId", + "formatter": 13, + "formatOptions": { + "linkTarget": "Resource", + "showIcon": true + } + }, + { + "columnMatch": "TenantId", + "formatter": 5 + }, + { + "columnMatch": "AlertName", + "formatter": 5 + }, + { + "columnMatch": "Description", + "formatter": 5 + }, + { + "columnMatch": "ProviderName", + "formatter": 5 + }, + { + "columnMatch": "VendorName", + "formatter": 5 + }, + { + "columnMatch": "VendorOriginalId", + "formatter": 5 + }, + { + "columnMatch": "SourceComputerId", + "formatter": 5 + }, + { + "columnMatch": "AlertType", + "formatter": 5 + }, + { + "columnMatch": "ConfidenceLevel", + "formatter": 5 + }, + { + "columnMatch": "ConfidenceScore", + "formatter": 5 + }, + { + "columnMatch": "StartTime", + "formatter": 5 + }, + { + "columnMatch": "EndTime", + "formatter": 5 + }, + { + "columnMatch": "ProcessingEndTime", + "formatter": 5 + }, + { + "columnMatch": "RemediationSteps", + "formatter": 5 + }, + { + "columnMatch": "ExtendedProperties", + "formatter": 5 + }, + { + "columnMatch": "Entities", + "formatter": 5 + }, + { + "columnMatch": "SourceSystem", + "formatter": 5 + }, + { + "columnMatch": "WorkspaceSubscriptionId", + "formatter": 5 + }, + { + "columnMatch": "WorkspaceResourceGroup", + "formatter": 5 + }, + { + "columnMatch": "ExtendedLinks", + "formatter": 5 + }, + { + "columnMatch": "ProductName", + "formatter": 5 + }, + { + "columnMatch": "ProductComponentName", + "formatter": 5 + }, + { + "columnMatch": "AlertLink", + "formatter": 7, + "formatOptions": { + "linkTarget": "Url" + } + }, + { + "columnMatch": "SystemIncidentId", + "formatter": 5 + }, + { + "columnMatch": "SystemAlertId1", + "formatter": 5 + } + ], + "labelSettings": [ + { + "columnId": "SystemAlertId", + "label": "Alert ID" + }, + { + "columnId": "AlertDisplayName", + "label": "Alert name" + }, + { + "columnId": "IsIncident", + "label": "Incident/alert" + }, + { + "columnId": "SeverityRank", + "label": "Severity" + }, + { + "columnId": "SubscriptionId", + "label": "Subscription" + }, + { + "columnId": "ResourceGroup", + "label": "Resource group" + }, + { + "columnId": "ResourceId", + "label": "Resource" + } + ] + }, + "sortBy": [] + }, + "conditionalVisibility": { + "parameterName": "ShowTable", + "comparison": "isNotEqualTo" + }, + "showPin": true, + "name": "SecurityIncidents - FilterbyResourceId", + "styleSettings": { + "showBorder": true + } + }, + { + "type": 11, + "content": { + "version": "LinkItem/1.0", + "style": "list", + "links": [ + { + "id": "2f6ff56b-9afb-46f6-968d-a59cb744ea14", + "linkTarget": "OpenBlade", + "linkLabel": "Open Alert View", + "style": "primary", + "bladeOpenContext": { + "bladeName": "AlertBlade", + "extensionName": "Microsoft_Azure_Security", + "bladeParameters": [ + { + "name": "alertId", + "source": "static", + "value": "{SystemAlertId}" + }, + { + "name": "subscriptionId", + "source": "static", + "value": "{SubscriptionId}" + }, + { + "name": "resourceGroup", + "source": "static", + "value": "{ResourceGroup}" + }, + { + "name": "referencedFrom", + "source": "static", + "value": "activeAlertsWorkbook" + }, + { + "name": "location", + "source": "static", + "value": "{Location}" + } + ] + } + } + ] + }, + "conditionalVisibility": { + "parameterName": "SystemAlertId", + "comparison": "isNotEqualTo" + }, + "name": "Alerts " + }, + { + "type": 1, + "content": { + "json": "### MITRE ATT&CK tactics                                 " + }, + "customWidth": "100", + "name": "text - 17" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "securityresources\r\n| where type == \"microsoft.security/locations/alerts\"\r\n| extend Details = parse_json(properties)\r\n| extend Tactics = Details.[\"Intent\"]\r\n| project Tactics\r\n| extend Tactic = split(Tactics,\",\")\r\n| mv-expand Tactic\r\n| extend Tactic = trim(\" \",tostring(Tactic))\r\n| summarize Count = count() by Tactic\r\n| sort by Count desc\r\n", + "size": 0, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "barchart", + "tileSettings": { + "showBorder": false, + "titleContent": { + "columnMatch": "Tactics", + "formatter": 1 + }, + "leftContent": { + "columnMatch": "count_", + "formatter": 12, + "formatOptions": { + "palette": "auto" + }, + "numberFormat": { + "unit": 17, + "options": { + "maximumSignificantDigits": 3, + "maximumFractionDigits": 2 + } + } + } + }, + "graphSettings": { + "type": 0, + "topContent": { + "columnMatch": "Tactics", + "formatter": 1 + }, + "centerContent": { + "columnMatch": "count_", + "formatter": 1, + "numberFormat": { + "unit": 17, + "options": { + "maximumSignificantDigits": 3, + "maximumFractionDigits": 2 + } + } + } + }, + "mapSettings": { + "locInfo": "LatLong", + "sizeSettings": "count_", + "sizeAggregation": "Sum", + "legendMetric": "count_", + "legendAggregation": "Sum", + "itemColorSettings": { + "type": "heatmap", + "colorAggregation": "Sum", + "nodeColorField": "count_", + "heatmapPalette": "greenRed" + } + } + }, + "name": "query - 17" + }, + { + "type": 11, + "content": { + "version": "LinkItem/1.0", + "style": "tabs", + "links": [ + { + "id": "bd374a50-b240-4232-ad4a-77725f80bcf5", + "cellValue": "View", + "linkTarget": "parameter", + "linkLabel": "List View", + "subTarget": "List", + "preText": "", + "style": "link" + }, + { + "id": "588b7d9f-8ff1-4afa-8d3f-b0085ae6b148", + "cellValue": "View", + "linkTarget": "parameter", + "linkLabel": "Map View", + "subTarget": "Map", + "preText": "", + "style": "link" + } + ] + }, + "name": "links - 10" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "crossComponentResources": [ + "{Subscription}" + ], + "parameters": [ + { + "id": "1ffc8fe9-a919-4c9e-8489-a92f0a7d79e1", + "version": "KqlParameterItem/1.0", + "name": "ResourceFilter", + "label": "Resource", + "type": 5, + "multiSelect": true, + "quote": "'", + "delimiter": ",", + "query": "securityresources\r\n | where type =~ 'microsoft.security/locations/alerts'\r\n | extend Prop = parse_json(properties)\r\n | extend ResourceIdentifiers = Prop.[\"ResourceIdentifiers\"]\r\n | project ResourceIdentifiers\r\n | mv-expand ResourceIdentifiers\r\n | extend ResourceId = parse_json(ResourceIdentifiers).[\"AzureResourceId\"]\r\n //| where isnotempty(ResourceId )\r\n | extend Resource = tolower(tostring(ResourceId))\r\n | summarize count() by Resource\r\n | project Resource\r\n //| order by Resource asc\r\n", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [ + "value::all" + ], + "showDefault": false + }, + "timeContext": { + "durationMs": 86400000 + }, + "defaultValue": "value::all", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "value": [ + "value::all" + ] + }, + { + "id": "e9522d87-143f-408b-93ea-b8f07223995e", + "version": "KqlParameterItem/1.0", + "name": "SeverityFilter", + "label": "Severity", + "type": 2, + "multiSelect": true, + "quote": "'", + "delimiter": ",", + "value": [ + "value::all" + ], + "typeSettings": { + "additionalResourceOptions": [ + "value::all" + ], + "showDefault": false + }, + "jsonData": "[\r\n\r\n{\"value\": \"High\", \"label\":\"High\"},\r\n{\"value\": \"Medium\", \"label\":\"Medium\"},\r\n{\"value\": \"Low\", \"label\":\"Low\"},\r\n{\"value\": \"Informational\", \"label\":\"Informational\"}\r\n]\r\n \r\n ", + "timeContext": { + "durationMs": 86400000 + }, + "defaultValue": "value::all" + }, + { + "id": "664365b5-1fc4-4cfa-b99d-a72e3d35ab11", + "version": "KqlParameterItem/1.0", + "name": "ResourceGroupFilter", + "label": "Resource group", + "type": 2, + "multiSelect": true, + "quote": "'", + "delimiter": ",", + "query": " securityresources\r\n | where type =~ 'microsoft.security/locations/alerts'\r\n | extend resourceGroup = iif(isempty(resourceGroup),\" \",resourceGroup)\r\n| summarize Count =count() by resourceGroup\r\n | project resourceGroup", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [ + "value::all" + ], + "showDefault": false + }, + "timeContext": { + "durationMs": 86400000 + }, + "defaultValue": "value::all", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "value": [ + "value::all" + ] + }, + { + "id": "48a8dd7e-43ab-413e-88f8-a433100d92ce", + "version": "KqlParameterItem/1.0", + "name": "AlertNameFilter", + "label": "Alert name", + "type": 2, + "multiSelect": true, + "quote": "'", + "delimiter": ",", + "query": " securityresources\r\n | where type =~ 'microsoft.security/locations/alerts'\r\n | extend Prop = parse_json(properties)\r\n | extend AlertDisplayName = Prop.[\"AlertDisplayName\"]\r\n | distinct tostring(AlertDisplayName)\r\n | order by AlertDisplayName asc\r\n ", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [ + "value::all" + ], + "showDefault": false + }, + "defaultValue": "value::all", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + }, + { + "id": "378aeb0c-9135-43fa-b46a-86f71baa0137", + "version": "KqlParameterItem/1.0", + "name": "TagFilter", + "label": "Tag", + "type": 2, + "multiSelect": true, + "quote": "'", + "delimiter": ",", + "query": "securityresources\r\n | where type =~ \"microsoft.security/locations/alerts\"\r\n | extend isAzure = tostring(properties.ResourceIdentifiers) matches regex '\"Type\"\\\\s*:\\\\s*\"AzureResource\"'\r\n | extend Details = parse_json(properties)\r\n| extend IsIncident = Details.[\"IsIncident\"]\r\n| extend AlertDisplayName = Details.[\"AlertDisplayName\"]\r\n| extend SystemAlertId = Details.[\"SystemAlertId\"]\r\n| extend Severity = Details.[\"Severity\"]\r\n| extend AlertUri = Details.[\"AlertUri\"]\r\n| extend Status = Details.[\"Status\"]\r\n| extend Tactics = Details.[\"Intent\"]\r\n| parse AlertUri with * '/subscriptionId/' SubscriptionId '/' *\r\n| parse AlertUri with * '/resourceGroup/' ResourceGroup '/' *\r\n| parse AlertUri with * '/location/' Location \r\n | extend affectedResourceId = extract('\"AzureResourceId\"\\\\s*:\\\\s*\"([^\"]*)\"', 1, tostring(properties.ResourceIdentifiers))\r\n | extend hostName = iff(isAzure, \"\", extract('\"HostName\"\\\\s*:\\\\s*\"([^\"]*)\"', 1, tostring(properties.Entities)))\r\n | extend splitAffectedResourceId = split(affectedResourceId, \"/\")\r\n | extend resourceNameIndex = iff(array_length(splitAffectedResourceId) > 1, array_length(splitAffectedResourceId) - 1, 0)\r\n | extend affectedResourceName = iff(isAzure, splitAffectedResourceId[resourceNameIndex], iff(isempty(hostName), \"Non-Azure\", hostName))| project-away resourceNameIndex, splitAffectedResourceId, hostName\r\n | extend ResourceIdentifiers = Details.[\"ResourceIdentifiers\"]\r\n | mv-expand ResourceIdentifiers\r\n | extend ResourceId = parse_json(ResourceIdentifiers).[\"AzureResourceId\"]\r\n | extend Resource = tolower(tostring(ResourceId))\r\n | project alertId = id, subscriptionId, alertProperties = properties, affectedResourceId = tolower(affectedResourceId),tostring(Severity), SystemAlertId, AlertDisplayName,IsIncident = iif(IsIncident==\"true\",\"Incident\",\"Alert\"),AlertUri,Status,Tactics,SubscriptionId,ResourceGroup,Location, ResourceIdentifier=Details.[\"ResourceIdentifiers\"],Resource\r\n | join kind=leftouter (\r\n resources\r\n | project id = tolower(id), tags\r\n ) on $left.affectedResourceId == $right.id\r\n | extend Tag = parse_json(tags)\r\n | mv-expand Tag\r\n | parse Tag with * ':\"' TagValue '\"}'\r\n | extend TagValue = iif(isempty(TagValue),\" \",TagValue)\r\n | project TagValue, alertId\r\n | distinct TagValue\r\n ", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [ + "value::all" + ], + "showDefault": false + }, + "defaultValue": "value::all", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + } + ], + "style": "pills", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + }, + "conditionalVisibility": { + "parameterName": "View", + "comparison": "isEqualTo", + "value": "List" + }, + "name": "parameters - 23" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "securityresources\r\n| where type =~ \"microsoft.security/locations/alerts\"\r\n| extend isAzure = tostring(properties.ResourceIdentifiers) matches regex '\"Type\"\\\\s*:\\\\s*\"AzureResource\"'\r\n| extend Details = parse_json(properties)\r\n| extend IsIncident = Details.[\"IsIncident\"]\r\n| extend AlertDisplayName = Details.[\"AlertDisplayName\"]\r\n| extend SystemAlertId = Details.[\"SystemAlertId\"]\r\n| extend Severity = Details.[\"Severity\"]\r\n| extend AlertUri = Details.[\"AlertUri\"]\r\n| extend Status = Details.[\"Status\"]\r\n| extend Tactics = Details.[\"Intent\"]\r\n| parse AlertUri with * '/subscriptionId/' SubscriptionId '/' *\r\n| parse AlertUri with * '/resourceGroup/' ResourceGroup '/' *\r\n| parse AlertUri with * '/location/' Location \r\n| extend affectedResourceId = extract('\"AzureResourceId\"\\\\s*:\\\\s*\"([^\"]*)\"', 1, tostring(properties.ResourceIdentifiers))\r\n| extend hostName = iff(isAzure, \"\", extract('\"HostName\"\\\\s*:\\\\s*\"([^\"]*)\"', 1, tostring(properties.Entities)))\r\n| extend splitAffectedResourceId = split(affectedResourceId, \"/\")\r\n| extend resourceNameIndex = iff(array_length(splitAffectedResourceId) > 1, array_length(splitAffectedResourceId) - 1, 0)\r\n| extend affectedResourceName = iff(isAzure, splitAffectedResourceId[resourceNameIndex], iff(isempty(hostName), \"Non-Azure\", hostName))\r\n| project-away resourceNameIndex, splitAffectedResourceId, hostName\r\n| extend ResourceIdentifiers = Details.[\"ResourceIdentifiers\"]\r\n| mv-expand ResourceIdentifiers\r\n| extend ResourceId = parse_json(ResourceIdentifiers).[\"AzureResourceId\"]\r\n| extend Resource = tolower(tostring(ResourceId))\r\n| project\r\n alertId = id,\r\n subscriptionId,\r\n alertProperties = properties,\r\n affectedResourceId = tolower(affectedResourceId),\r\n tostring(Severity),\r\n SystemAlertId,\r\n AlertDisplayName,\r\n IsIncident = iif(IsIncident == \"true\", \"Incident\", \"Alert\"),\r\n AlertUri,\r\n Status,\r\n Tactics,\r\n SubscriptionId,\r\n ResourceGroup,\r\n Location,\r\n ResourceId,\r\n ResourceIdentifier=Details.[\"ResourceIdentifiers\"],\r\n Resource\r\n| join kind=leftouter (\r\n resources\r\n | project id = tolower(id), tags\r\n )\r\n on $left.affectedResourceId == $right.id\r\n| extend id = alertId, subscriptionId, properties = alertProperties\r\n| extend ResourceFilter =\" {ResourceFilter}\"\r\n| where Resource in~ ({ResourceFilter})\r\n| where Severity in~ ({SeverityFilter})\r\n| where AlertDisplayName in~ ({AlertNameFilter})\r\n| where Status == \"Active\"\r\n| extend ResourceGroup = iif(isempty(ResourceGroup), \" \", ResourceGroup)\r\n| where ResourceGroup in~ ({ResourceGroupFilter})\r\n| extend tag = iff(isempty(tags), dynamic({\"tags\": \" \"}), parse_json(tags))\r\n| mv-expand tag\r\n| parse tag with * ':\"' TagValue '\"}'\r\n| extend TagValue = iif(isempty(TagValue), \" \", TagValue)\r\n| where TagValue in ({TagFilter})\r\n| where AlertDisplayName !startswith ('[SAMPLE ALERT]')\r\n| project\r\n (Severity),\r\n tostring(SystemAlertId),\r\n tostring(AlertDisplayName),\r\n IsIncident = iif(IsIncident == \"true\", \"Incident\", \"Alert\"),\r\n AlertURI = tostring(AlertUri),\r\n tostring(Status),\r\n tostring(Tactics),\r\n SubscriptionId,\r\n ResourceGroup,\r\n Location,\r\n TagValue,\r\n tostring(tags),\r\n tostring(ResourceId)\r\n| distinct\r\n Severity,\r\n SystemAlertId,\r\n AlertDisplayName,\r\n IsIncident,\r\n AlertURI,\r\n Status,\r\n Tactics,\r\n SubscriptionId,\r\n ResourceGroup,\r\n Location,\r\n tags,\r\n ResourceId\r\n| order by Severity asc", + "size": 0, + "title": "Active Alerts ", + "exportedParameters": [ + { + "fieldName": "Resource", + "parameterName": "Resource", + "parameterType": 1 + }, + { + "fieldName": "AlertUri", + "parameterName": "AlertUri", + "parameterType": 1 + }, + { + "fieldName": "SystemAlertId", + "parameterName": "SystemAlertId", + "parameterType": 1 + }, + { + "fieldName": "SubscriptionId", + "parameterName": "SubscriptionId", + "parameterType": 1 + }, + { + "fieldName": "ResourceGroup", + "parameterName": "ResourceGroup", + "parameterType": 1 + }, + { + "fieldName": "Location", + "parameterName": "Location", + "parameterType": 1 + } + ], + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "Severity", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "colors", + "thresholdsGrid": [ + { + "operator": "contains", + "thresholdValue": "High", + "representation": "redBright", + "text": "{0}{1}" + }, + { + "operator": "contains", + "thresholdValue": "Medium", + "representation": "orange", + "text": "{0}{1}" + }, + { + "operator": "contains", + "thresholdValue": "Low", + "representation": "yellow", + "text": "{0}{1}" + }, + { + "operator": "contains", + "thresholdValue": "Informational ", + "representation": "gray", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": null, + "text": "{0}{1}" + } + ] + } + }, + { + "columnMatch": "SystemAlertId", + "formatter": 5 + }, + { + "columnMatch": "IsIncident", + "formatter": 1 + }, + { + "columnMatch": "AlertURI", + "formatter": 5, + "formatOptions": { + "linkTarget": "Url" + } + }, + { + "columnMatch": "Status", + "formatter": 5 + }, + { + "columnMatch": "SubscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": "Resource", + "showIcon": true + } + }, + { + "columnMatch": "Location", + "formatter": 5 + }, + { + "columnMatch": "ResourceId", + "formatter": 13, + "formatOptions": { + "linkTarget": "Resource", + "showIcon": true + } + }, + { + "columnMatch": "Alert ID", + "formatter": 5 + }, + { + "columnMatch": "Alert URI", + "formatter": 5, + "formatOptions": { + "linkTarget": "Url" + } + }, + { + "columnMatch": "Resource ID", + "formatter": 5 + }, + { + "columnMatch": "AlertUri", + "formatter": 5 + }, + { + "columnMatch": "ResourceIdentifier", + "formatter": 5 + }, + { + "columnMatch": "TenantId", + "formatter": 5 + }, + { + "columnMatch": "AlertName", + "formatter": 5 + }, + { + "columnMatch": "Description", + "formatter": 5 + }, + { + "columnMatch": "ProviderName", + "formatter": 5 + }, + { + "columnMatch": "VendorName", + "formatter": 5 + }, + { + "columnMatch": "VendorOriginalId", + "formatter": 5 + }, + { + "columnMatch": "SourceComputerId", + "formatter": 5 + }, + { + "columnMatch": "AlertType", + "formatter": 5 + }, + { + "columnMatch": "ConfidenceLevel", + "formatter": 5 + }, + { + "columnMatch": "ConfidenceScore", + "formatter": 5 + }, + { + "columnMatch": "StartTime", + "formatter": 5 + }, + { + "columnMatch": "EndTime", + "formatter": 5 + }, + { + "columnMatch": "ProcessingEndTime", + "formatter": 5 + }, + { + "columnMatch": "RemediationSteps", + "formatter": 5 + }, + { + "columnMatch": "ExtendedProperties", + "formatter": 5 + }, + { + "columnMatch": "Entities", + "formatter": 5 + }, + { + "columnMatch": "SourceSystem", + "formatter": 5 + }, + { + "columnMatch": "WorkspaceSubscriptionId", + "formatter": 5 + }, + { + "columnMatch": "WorkspaceResourceGroup", + "formatter": 5 + }, + { + "columnMatch": "ExtendedLinks", + "formatter": 5 + }, + { + "columnMatch": "ProductName", + "formatter": 5 + }, + { + "columnMatch": "ProductComponentName", + "formatter": 5 + }, + { + "columnMatch": "AlertLink", + "formatter": 7, + "formatOptions": { + "linkTarget": "Url" + } + }, + { + "columnMatch": "SystemIncidentId", + "formatter": 5 + }, + { + "columnMatch": "SystemAlertId1", + "formatter": 5 + } + ], + "labelSettings": [ + { + "columnId": "AlertDisplayName", + "label": "Alert name" + }, + { + "columnId": "IsIncident", + "label": "Incident/alert" + }, + { + "columnId": "AlertURI", + "label": "Alert URI" + }, + { + "columnId": "SubscriptionId", + "label": "Subscription" + }, + { + "columnId": "ResourceGroup", + "label": "Resource group" + }, + { + "columnId": "tags", + "label": "Tags" + }, + { + "columnId": "ResourceId", + "label": "Resource" + } + ] + }, + "sortBy": [] + }, + "conditionalVisibility": { + "parameterName": "View", + "comparison": "isEqualTo", + "value": "List" + }, + "showPin": true, + "name": "SecurityIncidents" + }, + { + "type": 11, + "content": { + "version": "LinkItem/1.0", + "style": "list", + "links": [ + { + "id": "8e6f9368-ccbe-4092-b898-8a27c77a06b3", + "linkTarget": "OpenBlade", + "linkLabel": "Open Alert View", + "preText": "", + "style": "primary", + "bladeOpenContext": { + "bladeName": "AlertBlade", + "extensionName": "Microsoft_Azure_Security", + "bladeParameters": [ + { + "name": "alertId", + "source": "static", + "value": "{SystemAlertId}" + }, + { + "name": "subscriptionId", + "source": "static", + "value": "{SubscriptionId}" + }, + { + "name": "resourceGroup", + "source": "static", + "value": "{ResourceGroup}" + }, + { + "name": "referencedFrom", + "source": "static", + "value": "activeAlertsWorkbook" + }, + { + "name": "location", + "source": "static", + "value": "{Location}" + } + ] + } + } + ] + }, + "conditionalVisibilities": [ + { + "parameterName": "View", + "comparison": "isEqualTo", + "value": "List" + }, + { + "parameterName": "SystemAlertId", + "comparison": "isNotEqualTo" + } + ], + "name": "links - 19" + }, + { + "type": 1, + "content": { + "json": " To see more information about the alerts in the map view:

  1. Configure continuous export to export your security alerts to a Log Analytics workspace by following the instructions described \r\n[ here. ](https://docs.microsoft.com/azure/defender-for-cloud/continuous-export?tabs=azure-portal)\r\n
  2. In the \"Workspace\" filter below, choose the Log Analytics workspace your security alerts are exported to.\r\n\r\n" + }, + "conditionalVisibility": { + "parameterName": "View", + "comparison": "isEqualTo", + "value": "Map" + }, + "name": "text - 21" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "crossComponentResources": [ + "{Subscription}" + ], + "parameters": [ + { + "id": "8724f927-b766-4814-a895-8c55565fb7f8", + "version": "KqlParameterItem/1.0", + "name": "Workspace", + "type": 5, + "multiSelect": true, + "quote": "'", + "delimiter": ",", + "query": "resources\r\n| where type contains \"solution\"\r\n| where name contains \"security\"\r\n| project id = tostring(properties.workspaceResourceId)\r\n| distinct id", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [ + "value::all" + ], + "showDefault": false + }, + "timeContext": { + "durationMs": 86400000 + }, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + } + ], + "style": "pills", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + }, + "conditionalVisibility": { + "parameterName": "View", + "comparison": "isEqualTo", + "value": "Map" + }, + "name": "parameters - 15" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "securityresources\r\n| where type == \"microsoft.security/locations/alerts\"\r\n| project-rename P= properties\r\n| extend Details = parse_json(P)\r\n | extend ResourceIdentifiers = Details.[\"ResourceIdentifiers\"]\r\n| extend IsIncident = Details.[\"IsIncident\"]\r\n| extend AlertDisplayName = Details.[\"AlertDisplayName\"]\r\n| extend SystemAlertId = Details.[\"SystemAlertId\"]\r\n| extend Severity = Details.[\"Severity\"]\r\n| extend AlertLink = Details.[\"AlertUri\"]\r\n| extend Status = Details.[\"Status\"]\r\n| extend Tactics = Details.[\"Intent\"]\r\n| parse AlertLink with * '/subscriptionId/' SubscriptionId '/' *\r\n| parse AlertLink with * '/resourceGroup/' ResourceGroup '/' *\r\n| parse AlertLink with * '/location/' Location \r\n | mv-expand ResourceIdentifiers\r\n | extend ResourceId = parse_json(ResourceIdentifiers).[\"AzureResourceId\"]\r\n | where isnotempty(ResourceId )\r\n| project Severity, SystemAlertId, tostring(AlertDisplayName),IsIncident = iif(IsIncident==\"true\",\"Incident\",\"Alert\"),tostring(AlertLink),Status,Tactics,tostring(ResourceId),SubscriptionId,ResourceGroup,Location\r\n| distinct tostring(SystemAlertId),tostring(AlertDisplayName),tostring(AlertLink),tostring(ResourceId)\r\n| summarize count() by ResourceId, AlertLink, AlertDisplayName\r\n", + "size": 0, + "title": "AlertsMapView ", + "exportMultipleValues": true, + "exportAggregateParts": true, + "exportedParameters": [ + { + "fieldName": "ResourceId", + "parameterName": "Resource", + "parameterType": 1 + }, + { + "fieldName": "AlertLink", + "parameterName": "AlertLink", + "parameterType": 1 + }, + { + "fieldName": "AlertDisplayName", + "parameterName": "AlertDisplayName", + "parameterType": 1 + } + ], + "exportToExcelOptions": "all", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "map", + "mapSettings": { + "locInfo": "AzureResource", + "locInfoColumn": "ResourceId", + "sizeSettings": "count_", + "sizeAggregation": "Sum", + "legendMetric": "count_", + "legendAggregation": "Sum", + "itemColorSettings": { + "nodeColorField": "count_", + "colorAggregation": "Sum", + "type": "heatmap", + "heatmapPalette": "coldHot" + } + } + }, + "customWidth": "50", + "conditionalVisibility": { + "parameterName": "View", + "comparison": "isEqualTo", + "value": "Map" + }, + "name": "AlertsMapView ", + "styleSettings": { + "showBorder": true + } + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "let T = datatable ( AlertLink:string)\r\n[\r\n{AlertLink}\r\n];\r\nT\r\n| parse AlertLink with * '/alertId/' AlertId '/subscriptionId/' SubscriptionId '/resourceGroup/' ResourceGroup '/' * 'location/' Location \r\n| distinct AlertLink, AlertId, ResourceGroup,Location,SubscriptionId\r\n| join kind = inner (SecurityAlert\r\n| where isempty(ResourceId) == false\r\n| where TimeGenerated > ago(90d)\r\n| project SystemAlertId,ResourceId, DisplayName,StartTime) on $left.AlertId == $right.SystemAlertId\r\n| project ResourceId,DisplayName,AlertId, SubscriptionId, ResourceGroup, Location,StartTime\r\n| order by ResourceId,DisplayName, StartTime asc\r\n\r\n\r\n\r\n", + "size": 0, + "exportedParameters": [ + { + "fieldName": "AlertId", + "parameterName": "AlertId", + "parameterType": 1 + }, + { + "fieldName": "SubscriptionId", + "parameterName": "SubscriptionId", + "parameterType": 1 + }, + { + "fieldName": "Location", + "parameterName": "Location", + "parameterType": 1 + }, + { + "fieldName": "ResourceGroup", + "parameterName": "ResourceGroup", + "parameterType": 1 + } + ], + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces", + "crossComponentResources": [ + "{Workspace}" + ], + "visualization": "table", + "gridSettings": { + "formatters": [ + { + "columnMatch": "ResourceId", + "formatter": 0, + "formatOptions": { + "customColumnWidthSetting": "23ch" + } + }, + { + "columnMatch": "DisplayName", + "formatter": 0, + "formatOptions": { + "customColumnWidthSetting": "45ch" + } + }, + { + "columnMatch": "AlertId", + "formatter": 5 + }, + { + "columnMatch": "Location", + "formatter": 5 + }, + { + "columnMatch": "StartTime", + "formatter": 0, + "formatOptions": { + "customColumnWidthSetting": "23ch" + } + }, + { + "columnMatch": "TimeGenerated", + "formatter": 0, + "formatOptions": { + "customColumnWidthSetting": "22ch" + } + }, + { + "columnMatch": "AlertLink", + "formatter": 5 + } + ], + "labelSettings": [ + { + "columnId": "ResourceId", + "label": "Resource ID" + }, + { + "columnId": "DisplayName", + "label": "Alert name" + }, + { + "columnId": "AlertId", + "label": "Alert ID" + }, + { + "columnId": "SubscriptionId", + "label": "Subscription ID" + }, + { + "columnId": "ResourceGroup", + "label": "Resource group" + }, + { + "columnId": "StartTime", + "label": "Start time" + } + ] + }, + "sortBy": [], + "tileSettings": { + "showBorder": false + } + }, + "customWidth": "45", + "conditionalVisibilities": [ + { + "parameterName": "View", + "comparison": "isEqualTo", + "value": "Map" + }, + { + "parameterName": "AlertLink", + "comparison": "isNotEqualTo" + } + ], + "name": "AlertLink-Table" + } + ] + }, + "name": "Security Discipline" + } + ] + }, + "conditionalVisibilities": [ + { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "RC_Security" + }, + { + "parameterName": "Subscription", + "comparison": "isNotEqualTo" + } + ], + "name": "RC_Security" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "parameters": [ + { + "id": "1e6e4cc7-5d76-48ef-8ce1-16f33f4f6dea", + "version": "KqlParameterItem/1.0", + "name": "SubscriptionAge", + "label": "Subscription", + "type": 6, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "includeAll": false, + "showDefault": false + }, + "timeContext": { + "durationMs": 86400000 + }, + "value": null + } + ], + "style": "above", + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces" + }, + "name": "parameters - SubscriptionAge" + }, + { + "type": 1, + "content": { + "json": "## Azure resource age\r\nAzure *resource age* is one of the metric to monitor as part of the \"resource consistency\" discipline of the Cloud Adoption Framework. This metric help you to identify old resources to be assessed and cleaned if they are not used anymore." + }, + "name": "text - ResourceAgeDescription" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "template", + "loadFromTemplateId": "community-Workbooks/Common/noSubscriptions", + "items": [] + }, + "conditionalVisibility": { + "parameterName": "SubscriptionAge", + "comparison": "isEqualTo", + "value": "" + }, + "name": "No Subscriptions group - Age" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"ARMEndpoint/1.0\",\"data\":null,\"headers\":[],\"method\":\"GET\",\"path\":\"/subscriptions/{SubscriptionAge:id}/resources?\",\"urlParams\":[{\"key\":\"api-version\",\"value\":\"2021-04-01\"},{\"key\":\"$expand\",\"value\":\"createdTime,changedTime,provisioningState\"}],\"batchDisabled\":true,\"transformers\":[{\"type\":\"jsonpath\",\"settings\":{\"tablePath\":\"$.value\",\"columns\":[{\"path\":\"$..id\",\"columnid\":\"id\",\"columnType\":\"string\"},{\"path\":\"$..type\",\"columnid\":\"type\",\"columnType\":\"string\"},{\"path\":\"$..location\",\"columnid\":\"location\",\"columnType\":\"string\"},{\"path\":\"$..createdTime\",\"columnid\":\"createdTime\",\"columnType\":\"datetime\"},{\"path\":\"$..changedTime\",\"columnid\":\"changedTime\",\"columnType\":\"datetime\"},{\"path\":\"$..provisioningState\",\"columnid\":\"provisioningState\",\"columnType\":\"string\"},{\"path\":\"$..tags\",\"columnid\":\"tags\"}]}}]}", + "size": 0, + "title": "Resource age", + "showExportToExcel": true, + "queryType": 12, + "gridSettings": { + "formatters": [ + { + "columnMatch": "type", + "formatter": 16, + "formatOptions": { + "showIcon": true + } + }, + { + "columnMatch": "location", + "formatter": 17 + }, + { + "columnMatch": "createdTime", + "formatter": 6 + }, + { + "columnMatch": "changedTime", + "formatter": 6 + }, + { + "columnMatch": "provisioningState", + "formatter": 1 + }, + { + "columnMatch": "tags", + "formatter": 1 + } + ], + "filter": true, + "sortBy": [ + { + "itemKey": "changedTime", + "sortOrder": 1 + } + ], + "labelSettings": [ + { + "columnId": "id", + "label": "Resource Name" + }, + { + "columnId": "type", + "label": "Resource Type" + }, + { + "columnId": "location", + "label": "Region" + }, + { + "columnId": "createdTime", + "label": "Created Time" + }, + { + "columnId": "changedTime", + "label": "Last Change" + }, + { + "columnId": "provisioningState", + "label": "Provisioning State" + }, + { + "columnId": "tags", + "label": "Tags" + } + ] + }, + "sortBy": [ + { + "itemKey": "changedTime", + "sortOrder": 1 + } + ] + }, + "conditionalVisibility": { + "parameterName": "SubscriptionAge", + "comparison": "isNotEqualTo" + }, + "name": "query - Resource age" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "RC_Age" + }, + "name": "Resource Age" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "parameters": [ + { + "id": "e15ef842-dadb-4a7b-b5f6-5d1bbe35b7af", + "version": "KqlParameterItem/1.0", + "name": "Subscription", + "type": 6, + "description": "Cost information can only be displayed per subscription", + "typeSettings": { + "additionalResourceOptions": [], + "includeAll": true, + "showDefault": false + }, + "timeContext": { + "durationMs": 86400000 + }, + "value": null + }, + { + "id": "b73ef334-95b2-4ead-8dd2-51a90a90ce6f", + "version": "KqlParameterItem/1.0", + "name": "Aggregation", + "type": 2, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "jsonData": "[[\r\n { \"value\": \"SubscriptionId\", \"label\": \"Subscription\", \"selected\":true},\r\n { \"value\": \"ResourceGroup\", \"label\": \"Resource Group\"},\r\n { \"value\": \"ResourceType\", \"label\": \"Resource Type\"}\r\n]", + "timeContext": { + "durationMs": 86400000 + } + }, + { + "id": "55ef4a45-0603-48cf-bb9b-a963e7a33be2", + "version": "KqlParameterItem/1.0", + "name": "TimeFrame", + "type": 2, + "typeSettings": { + "additionalResourceOptions": [] + }, + "jsonData": "[[\r\n { \"value\": \"BillingMonthToDate\", \"label\": \"Billing MonthToDate\"},\r\n { \"value\": \"MonthToDate\", \"label\": \"MonthToDate\", \"selected\":true },\r\n { \"value\": \"TheLastBillingMonth\", \"label\": \"Last Billing Month\"},\r\n { \"value\": \"TheLastMonth\", \"label\": \"Last Month\"},\r\n { \"value\": \"WeekToDate\", \"label\": \"WeekToDate\"}\r\n]", + "timeContext": { + "durationMs": 86400000 + }, + "label": "Timeframe" + } + ], + "style": "above", + "doNotRunWhenHidden": true, + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces" + }, + "name": "parameters - Cost Subscription" + }, + { + "type": 1, + "content": { + "json": "## Microsoft Cost Management\r\n\r\nBefore you can control and optimize your costs, you first need to understand where they originated – from the underlying resources used to support your cloud projects to the environments they're deployed in and the owners who manage them. Full visibility backed by a thorough tagging strategy is critical to accurately understand your spending patterns and enforce cost control mechanisms.\r\n\r\n[Cost Management](https://portal.azure.com/#view/Microsoft_Azure_CostManagement/Menu) is a set of FinOps tools that enable you to analyze, manage, and optimize your costs.\r\n\r\nCalculate your estimated hourly or monthly costs for using Azure with the [Azure Calculator](https://azure.microsoft.com/pricing/calculator/).\r\n\r\nFor more advanced reporting options, build custom [Power BI reports in the FinOps toolkit](https://aka.ms/ftk/pbi)." + }, + "name": "text - AzureCostManagement" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"ARMEndpoint/1.0\",\"data\":\" {\\r\\n \\\"type\\\": \\\"Usage\\\",\\r\\n \\\"timeframe\\\": \\\"{TimeFrame}\\\",\\r\\n \\\"dataset\\\": {\\r\\n \\\"granularity\\\": \\\"None\\\",\\r\\n \\\"aggregation\\\": {\\r\\n \\\"totalCost\\\": {\\r\\n \\\"name\\\": \\\"PreTaxCost\\\",\\r\\n \\\"function\\\": \\\"Sum\\\"\\r\\n }\\r\\n },\\r\\n \\\"grouping\\\": [\\r\\n {\\r\\n \\\"type\\\": \\\"Dimension\\\",\\r\\n \\\"name\\\": \\\"{Aggregation}\\\"\\r\\n }\\r\\n ]\\r\\n }\\r\\n }\",\"headers\":[],\"method\":\"POST\",\"path\":\"/subscriptions/{Subscription:id}/providers/Microsoft.CostManagement/query?\",\"urlParams\":[{\"key\":\"api-version\",\"value\":\"2023-11-01\"}],\"batchDisabled\":true,\"transformers\":[{\"type\":\"jsonpath\",\"settings\":{\"tablePath\":\"$.properties\",\"columns\":[]}}]}", + "size": 0, + "title": "Overall cost", + "showExportToExcel": true, + "queryType": 12, + "gridSettings": { + "formatters": [ + { + "columnMatch": "PreTaxCost", + "formatter": 0, + "numberFormat": { + "unit": 0, + "options": { + "style": "decimal", + "useGrouping": true, + "maximumFractionDigits": 2 + }, + "emptyValCustomText": "\"0\"" + } + }, + { + "columnMatch": "SubscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "ResourceGroup", + "formatter": 14, + "formatOptions": { + "linkTarget": "Resource", + "showIcon": false + } + }, + { + "columnMatch": "ResourceType", + "formatter": 16, + "formatOptions": { + "showIcon": true + } + }, + { + "columnMatch": "resourceGroup", + "formatter": 14, + "formatOptions": { + "linkTarget": "Resource", + "linkIsContextBlade": false, + "showIcon": false + } + } + ], + "filter": true, + "sortBy": [ + { + "itemKey": "$gen_number_PreTaxCost_0", + "sortOrder": 2 + } + ], + "labelSettings": [ + { + "columnId": "PreTaxCost", + "label": "Cost" + }, + { + "columnId": "Currency", + "label": "Currency" + } + ] + }, + "sortBy": [ + { + "itemKey": "$gen_number_PreTaxCost_0", + "sortOrder": 2 + } + ], + "tileSettings": { + "showBorder": false + } + }, + "conditionalVisibility": { + "parameterName": "Subscription", + "comparison": "isNotEqualTo" + }, + "name": "query - Overall cost" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "crossComponentResources": [ + "{Subscription}" + ], + "parameters": [ + { + "id": "6cc7fc26-1a56-41cb-ad43-301e0f9f8903", + "version": "KqlParameterItem/1.0", + "name": "TagName", + "label": "Tag name", + "type": 2, + "isRequired": true, + "query": "Resources\r\n| where tags != '' and tags != '[]'\r\n| mvexpand tags\r\n| extend tagName = tostring(bag_keys(tags)[0])\r\n| distinct tagName\r\n| sort by tagName asc", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "timeContext": { + "durationMs": 86400000 + }, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "value": null + }, + { + "id": "2fc46f5d-ce69-42ea-8ebf-1c3d69c4e780", + "version": "KqlParameterItem/1.0", + "name": "TagValue", + "label": "Tag value", + "type": 2, + "isRequired": true, + "query": "Resources\r\n| extend TagValue = tostring(tags.{TagName})\r\n| project TagValue\r\n| distinct TagValue", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "timeContext": { + "durationMs": 86400000 + }, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "value": "" + } + ], + "style": "above", + "doNotRunWhenHidden": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + }, + "conditionalVisibility": { + "parameterName": "Subscription", + "comparison": "isNotEqualTo" + }, + "name": "parameters - TagFilter" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"ARMEndpoint/1.0\",\"data\":\" {\\r\\n \\\"type\\\": \\\"Usage\\\",\\r\\n \\\"timeframe\\\": \\\"{TimeFrame}\\\",\\r\\n \\\"dataset\\\": {\\r\\n \\\"granularity\\\": \\\"None\\\",\\r\\n \\\"filter\\\": {\\r\\n \\\"tags\\\" : {\\r\\n \\\"name\\\" : \\\"{TagName}\\\",\\r\\n \\\"operator\\\" : \\\"In\\\",\\r\\n \\\"values\\\" : [\\r\\n \\\"{TagValue}\\\"\\r\\n ]\\r\\n }\\r\\n },\\r\\n \\\"aggregation\\\": {\\r\\n \\\"totalCost\\\": {\\r\\n \\\"name\\\": \\\"PreTaxCost\\\",\\r\\n \\\"function\\\": \\\"Sum\\\"\\r\\n }\\r\\n },\\r\\n \\\"grouping\\\": [\\r\\n {\\r\\n \\\"type\\\": \\\"Dimension\\\",\\r\\n \\\"name\\\": \\\"{Aggregation}\\\"\\r\\n }\\r\\n ]\\r\\n }\\r\\n }\",\"headers\":[],\"method\":\"POST\",\"path\":\"/subscriptions/{Subscription:id}/providers/Microsoft.CostManagement/query?\",\"urlParams\":[{\"key\":\"api-version\",\"value\":\"2023-11-01\"}],\"batchDisabled\":true,\"transformers\":[{\"type\":\"jsonpath\",\"settings\":{\"tablePath\":\"$.properties\",\"columns\":[]}}]}", + "size": 3, + "title": "Overall cost filtered by tag", + "showExportToExcel": true, + "queryType": 12, + "gridSettings": { + "formatters": [ + { + "columnMatch": "PreTaxCost", + "formatter": 0, + "numberFormat": { + "unit": 0, + "options": { + "style": "decimal", + "useGrouping": true, + "maximumFractionDigits": 2 + }, + "emptyValCustomText": "\"0\"" + } + }, + { + "columnMatch": "SubscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "ResourceType", + "formatter": 16, + "formatOptions": { + "showIcon": true + } + }, + { + "columnMatch": "resourceGroup", + "formatter": 14, + "formatOptions": { + "linkTarget": "Resource", + "linkIsContextBlade": false, + "showIcon": true + } + } + ], + "labelSettings": [ + { + "columnId": "PreTaxCost", + "label": "Cost" + } + ] + }, + "tileSettings": { + "showBorder": false + } + }, + "conditionalVisibility": { + "parameterName": "TagValue", + "comparison": "isNotEqualTo", + "value": "" + }, + "name": "query - Sub cost per tag" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "RC_Cost" + }, + "name": "RC_Cost Management" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "loadType": "always", + "items": [ + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "crossComponentResources": [ + "value::tenant" + ], + "parameters": [ + { + "id": "476f61f4-2271-4e58-9b5e-7958d9a4ca3b", + "version": "KqlParameterItem/1.0", + "name": "Subscription", + "type": 6, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "includeAll": false, + "showDefault": false + }, + "timeContext": { + "durationMs": 86400000 + }, + "value": null + } + ], + "style": "above", + "doNotRunWhenHidden": true, + "queryType": 1, + "resourceType": "microsoft.resources/tenants" + }, + "conditionalVisibility": { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "RC_Compliance" + }, + "name": "parameters - Scope Filter For RC_Compliance" + }, + { + "type": 1, + "content": { + "json": "## Build and scale your applications quickly while maintaining control\r\nTake advantage of built-in and custom policies to set guardrails in your subscriptions. Easily deploy fully governed environments throughout your organization with Azure Blueprints. And, manage costs by gaining insights into your cloud spend so that you get the most from your cloud investments.
\r\n- Enforce and audit your policies for any Azure service
\r\n- Create compliant environments using Azure Blueprints, including resources, policies, and role-access controls
\r\n- Ensure that you’re compliant with external regulations by using built-in compliance controls
\r\n- Monitor cost and encourage accountability across your entire organization" + }, + "name": "text - 16" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "// Breakdown of compliance information for each assignment at subscription/MG/tenant scope\r\n// Gets aggregated compliance and policy definition information for each of the assignments in the selected scope as well as a few additional details, including: policySetDefinition or policyDefinition details for those assignments, the number of policies/groups within the policysetDefinitions listed, number of non-compliant policies within each policySetDefinition and the resource count breakdown per compliance state for those assignments.\r\n// Click the \"Run query\" command above to execute the query and see results.\r\npolicyResources\r\n| where type =~'Microsoft.Authorization/PolicyAssignments'\r\n| project policyAssignmentId = tolower(tostring(id)), policyAssignmentName = name, policyAssignmentDisplayName = tostring(properties.displayName), policyAssignmentScope = tostring(properties.scope), policyAssignmentDefinitionId = tolower(properties.policyDefinitionId), policyAssignmentNotScopes = tolower(properties.notScopes) \r\n| where policyAssignmentScope == \"{Subscription}\"\r\n| join kind=leftouter(\r\n policyResources\r\n | where type =~'Microsoft.Authorization/PolicySetDefinitions' or type =~'Microsoft.Authorization/PolicyDefinitions'\r\n | project definitionId = tolower(id), type, numberOfPolicies = array_length(properties.policyDefinitions), category = tostring(properties.metadata.category), numberOfGroups= array_length(properties.policyDefinitionGroups), mode = tostring(properties.mode)\r\n | extend isRegulatoryInitiative = iff(category =~ 'Regulatory Compliance', true, false)\r\n | extend definitionType = iff(type =~ 'Microsoft.Authorization/PolicysetDefinitions', 'initiative', 'policy')\r\n | extend isRPMode = iff(mode startswith 'Microsoft.', true, false)\r\n | project definitionId, numberOfPolicies, category, numberOfGroups, isRegulatoryInitiative, definitionType, isRPMode\r\n) on $left.policyAssignmentDefinitionId == $right.definitionId\r\n| join kind=leftouter(\r\n policyResources \r\n | where type =~ 'Microsoft.PolicyInsights/PolicyStates'\r\n | extend complianceState = tostring(properties.complianceState)\r\n | extend policyStateResourceId =id, resourceId = tostring(properties.resourceId), policyAssignmentId = tostring(properties.policyAssignmentId), policyDefinitionId = tostring(properties.policyDefinitionId), policySetDefinitionId = tostring(properties.policySetDefinitionId), policyDefinitionReferenceId = tostring(properties.policyDefinitionReferenceId), policyDefinitionAction = tostring(properties.policyDefinitionAction), policyDefinitionGroupNames = iff(isnotnull(properties.policyDefinitionGroupNames), properties.policyDefinitionGroupNames, dynamic([''])), stateWeight = toint(properties.stateWeight)\r\n | summarize max(stateWeight) by resourceId, policyAssignmentId, policySetDefinitionId\r\n | summarize resourceCounts = count() by policyAssignmentId, policySetDefinitionId, max_stateWeight\r\n| extend complianceState = case(\r\nmax_stateWeight == 300, 'noncompliant',\r\nmax_stateWeight == 200, 'compliant',\r\nmax_stateWeight == 100, 'conflict',\r\nmax_stateWeight == 50, 'exempt',\r\nmax_stateWeight == 10, 'unknown',\r\n'notapplicable')\r\n | extend pack = pack('complianceState', complianceState, 'resourceCounts', resourceCounts), numberOfNonCompliantResources = toint(iff(complianceState =~ 'NonCompliant', resourceCounts,0))\r\n | summarize numberOfNonCompliantResources = max(numberOfNonCompliantResources), details = makelist(pack) by policyAssignmentId, policySetDefinitionId\r\n | limit 5000\r\n) on $left.policyAssignmentId == $right.policyAssignmentId\r\n| sort by numberOfNonCompliantResources desc\r\n| project-away policyAssignmentId1", + "size": 0, + "title": "Resource compliance", + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resources/tenants", + "crossComponentResources": [ + "value::tenant" + ], + "visualization": "table", + "gridSettings": { + "formatters": [ + { + "columnMatch": "policyAssignmentId", + "formatter": 5 + }, + { + "columnMatch": "policyAssignmentName", + "formatter": 5 + }, + { + "columnMatch": "policyAssignmentDisplayName", + "formatter": 7, + "formatOptions": { + "linkTarget": "GenericDetails", + "linkIsContextBlade": true + } + }, + { + "columnMatch": "policyAssignmentScope", + "formatter": 5 + }, + { + "columnMatch": "policyAssignmentDefinitionId", + "formatter": 5 + }, + { + "columnMatch": "policyAssignmentNotScopes", + "formatter": 5 + }, + { + "columnMatch": "definitionId", + "formatter": 5 + }, + { + "columnMatch": "numberOfPolicies", + "formatter": 5 + }, + { + "columnMatch": "numberOfGroups", + "formatter": 5 + }, + { + "columnMatch": "isRegulatoryInitiative", + "formatter": 5 + }, + { + "columnMatch": "isRPMode", + "formatter": 5 + }, + { + "columnMatch": "policySetDefinitionId", + "formatter": 5 + }, + { + "columnMatch": "details", + "formatter": 7, + "formatOptions": { + "linkTarget": "CellDetails", + "linkLabel": "πŸ” View details", + "linkIsContextBlade": true + } + } + ], + "filter": true, + "sortBy": [ + { + "itemKey": "category", + "sortOrder": 2 + } + ], + "labelSettings": [ + { + "columnId": "policyAssignmentId", + "label": "Assignment ID" + }, + { + "columnId": "policyAssignmentName", + "label": "Assignment name" + }, + { + "columnId": "policyAssignmentDisplayName", + "label": "Assignment display name" + }, + { + "columnId": "policyAssignmentScope", + "label": "Assignment scope" + }, + { + "columnId": "policyAssignmentDefinitionId", + "label": "Assignment definition ID" + }, + { + "columnId": "definitionId", + "label": "Definition ID" + }, + { + "columnId": "numberOfPolicies", + "label": "Number of policies" + }, + { + "columnId": "category", + "label": "Category" + }, + { + "columnId": "definitionType", + "label": "Type" + }, + { + "columnId": "numberOfNonCompliantResources", + "label": "Non compliant resources" + }, + { + "columnId": "details", + "label": "Details" + } + ] + }, + "sortBy": [ + { + "itemKey": "category", + "sortOrder": 2 + } + ] + }, + "name": "query - ResourceCompliance" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "AzureActivity\r\n| where ActivityStatusValue has \"Failure\"\r\n| summarize AggregatedValue = count() by ResourceProviderValue\r\n| order by AggregatedValue desc", + "size": 3, + "showAnalytics": true, + "title": "Failures by resources", + "timeContext": { + "durationMs": 604800000 + }, + "queryType": 0, + "resourceType": "microsoft.resources/subscriptions", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "piechart", + "tileSettings": { + "showBorder": false, + "titleContent": { + "columnMatch": "ResourceProviderValue", + "formatter": 1 + }, + "leftContent": { + "columnMatch": "AggregatedValue", + "formatter": 12, + "formatOptions": { + "palette": "auto" + }, + "numberFormat": { + "unit": 17, + "options": { + "maximumSignificantDigits": 3, + "maximumFractionDigits": 2 + } + } + } + }, + "graphSettings": { + "type": 0, + "topContent": { + "columnMatch": "ResourceProviderValue", + "formatter": 1 + }, + "centerContent": { + "columnMatch": "AggregatedValue", + "formatter": 1, + "numberFormat": { + "unit": 17, + "options": { + "maximumSignificantDigits": 3, + "maximumFractionDigits": 2 + } + } + } + } + }, + "customWidth": "33", + "name": "query - Failures by resources" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "AzureActivity\r\n| where ActivityStatusValue has \"Failure\" or ActivityStatusValue has \"Failed\"\r\n| summarize AggregatedValue = count() by OperationNameValue\r\n| order by AggregatedValue desc", + "size": 3, + "showAnalytics": true, + "title": "Failures by operations", + "timeContext": { + "durationMs": 604800000 + }, + "queryType": 0, + "resourceType": "microsoft.resources/subscriptions", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "piechart", + "tileSettings": { + "showBorder": false, + "titleContent": { + "columnMatch": "ResourceProviderValue", + "formatter": 1 + }, + "leftContent": { + "columnMatch": "AggregatedValue", + "formatter": 12, + "formatOptions": { + "palette": "auto" + }, + "numberFormat": { + "unit": 17, + "options": { + "maximumSignificantDigits": 3, + "maximumFractionDigits": 2 + } + } + } + }, + "graphSettings": { + "type": 0, + "topContent": { + "columnMatch": "ResourceProviderValue", + "formatter": 1 + }, + "centerContent": { + "columnMatch": "AggregatedValue", + "formatter": 1, + "numberFormat": { + "unit": 17, + "options": { + "maximumSignificantDigits": 3, + "maximumFractionDigits": 2 + } + } + } + } + }, + "customWidth": "33", + "name": "query - Failures by operations" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "AzureActivity\r\n| where ActivityStatusValue has \"Failure\" or ActivityStatusValue has \"Failed\"\r\n| summarize AggregatedValue = count() by CategoryValue\r\n| order by AggregatedValue desc", + "size": 3, + "showAnalytics": true, + "title": "Failures by category", + "timeContext": { + "durationMs": 604800000 + }, + "queryType": 0, + "resourceType": "microsoft.resources/subscriptions", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "piechart", + "tileSettings": { + "showBorder": false, + "titleContent": { + "columnMatch": "ResourceProviderValue", + "formatter": 1 + }, + "leftContent": { + "columnMatch": "AggregatedValue", + "formatter": 12, + "formatOptions": { + "palette": "auto" + }, + "numberFormat": { + "unit": 17, + "options": { + "maximumSignificantDigits": 3, + "maximumFractionDigits": 2 + } + } + } + }, + "graphSettings": { + "type": 0, + "topContent": { + "columnMatch": "ResourceProviderValue", + "formatter": 1 + }, + "centerContent": { + "columnMatch": "AggregatedValue", + "formatter": 1, + "numberFormat": { + "unit": 17, + "options": { + "maximumSignificantDigits": 3, + "maximumFractionDigits": 2 + } + } + } + } + }, + "customWidth": "33", + "name": "query - Failures by category" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "AzureActivity\r\n| where ActivityStatusValue has \"Failure\" or ActivityStatusValue has \"Failed\"\r\n| order by CategoryValue\r\n", + "size": 0, + "title": "Failure by category details", + "timeContext": { + "durationMs": 604800000 + }, + "showExportToExcel": true, + "queryType": 0, + "resourceType": "microsoft.resources/subscriptions", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "Authorization", + "formatter": 5 + }, + { + "columnMatch": "Authorization_d", + "formatter": 5 + }, + { + "columnMatch": "Claims", + "formatter": 5 + }, + { + "columnMatch": "Claims_d", + "formatter": 5 + }, + { + "columnMatch": "Properties_d", + "formatter": 5 + }, + { + "columnMatch": "_ResourceId", + "formatter": 5 + } + ], + "filter": true + } + }, + "name": "query - Failure by category details" + } + ] + }, + "conditionalVisibility": { + "parameterName": "Subscription", + "comparison": "isNotEqualTo" + }, + "name": "group - ComplianceQueries" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "RC_Compliance" + }, + "name": "RC_Compliance" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "crossComponentResources": [ + "{Subscription}" + ], + "parameters": [ + { + "id": "4168a8b2-a522-4f0d-9575-893d70d9239d", + "version": "KqlParameterItem/1.0", + "name": "RulesCount", + "type": 1, + "description": "Count of the governance rule, when there is no rules, empty state will be shown", + "query": "securityresources\r\n| where type == \"microsoft.security/governancerules\"\r\n| where tostring(properties.isDisabled) == \"false\"\r\n| count", + "crossComponentResources": [ + "{Subscription}" + ], + "isHiddenWhenLocked": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + } + ], + "style": "above", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + }, + "name": "Tabs" + }, + { + "type": 1, + "content": { + "json": "## Security governance in Microsoft Defender for Cloud\r\n\r\n Microsoft Defender for Cloud continuously assesses your hybrid and multi-cloud workloads and provides you with recommendations to harden your assets and enhance your security posture.
Central security teams often experience challenges when driving the personnel within their organizations to implement recommendations. The organizations' security posture can suffer as a result.
\r\nWe're introducing a brand-new, built-in governance experience to set ownership and expected remediation timeframes to resolve recommendations.\r\n\r\nTo use this governance report, you need to create security governance rules.\r\n
[Learn more >](https://aka.ms/GovernanceDocumentation)\r\n" + }, + "conditionalVisibility": { + "parameterName": "RulesCount", + "comparison": "isEqualTo" + }, + "name": "text - 13" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 1, + "content": { + "json": "Select one or more governance rules from the list to see a list of affected recommendations", + "style": "info" + }, + "name": "RulesGridExplination" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "securityresources \r\n| where type == \"microsoft.security/assessments\"\r\n| where isnull(properties.resourceDetails.AwsResourceId) and isnull(properties.resourceDetails.GcpResourceId)\r\n| extend DisplayName = tostring(properties.displayName)\r\n| where isempty(DisplayName) == false\r\n| join kind=leftouter (securityresources \r\n| where type == \"microsoft.security/assessments/governanceassignments\"\r\n| extend assignedResourceId = tostring(todynamic(properties).assignedResourceId)\r\n| extend remediationDueDate = todatetime(properties.remediationDueDate)\r\n| project id = assignedResourceId, governanceassignmentsProperties = todynamic(properties), remediationDueDate) on id\r\n| extend hasAssignment = isempty( governanceassignmentsProperties) == false and isnull( governanceassignmentsProperties) == false\r\n| extend assignmentStatus = iif(tostring(properties.status.code) == \"Unhealthy\",iif(hasAssignment == true, iif(bin(remediationDueDate, 1d) < bin(now(), 1d), \"Overdue\", \"Ontime\"), \"Unassigned\") , \"Completed\")\r\n| summarize count() by assignmentStatus\r\n", + "size": 3, + "title": "Resource status", + "noDataMessage": "No unhealthy resources found", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "piechart", + "tileSettings": { + "titleContent": { + "columnMatch": "OsType", + "formatter": 1 + }, + "leftContent": { + "columnMatch": "count_", + "formatter": 12, + "formatOptions": { + "palette": "auto" + }, + "numberFormat": { + "unit": 17, + "options": { + "style": "decimal", + "useGrouping": false, + "maximumFractionDigits": 2, + "maximumSignificantDigits": 3 + } + } + }, + "showBorder": true + }, + "graphSettings": { + "type": 0, + "topContent": { + "columnMatch": "OsType", + "formatter": 1 + }, + "centerContent": { + "columnMatch": "count_", + "formatter": 1, + "numberFormat": { + "unit": 17, + "options": { + "maximumSignificantDigits": 3, + "maximumFractionDigits": 2 + } + } + } + }, + "chartSettings": { + "seriesLabelSettings": [ + { + "seriesName": "Ontime", + "color": "blue" + }, + { + "seriesName": "Completed", + "color": "green" + }, + { + "seriesName": "Unassigned", + "color": "orange" + }, + { + "seriesName": "Overdue", + "color": "redBright" + } + ] + } + }, + "customWidth": "20", + "name": "statusePerAssessment" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "securityresources\r\n| where type == \"microsoft.security/governancerules\"\r\n| where tostring(properties.isDisabled) == \"false\"\r\n| extend ruleName = todynamic(name)\r\n| extend ownerType = iif(tostring(properties.ownerSource.type) == \"Manually\", \"Email\", \"ByTag\")\r\n| extend description = tostring(properties.description)\r\n| extend displayName = tostring(properties.displayName)\r\n| extend governanceEmailNotification = todynamic(properties.governanceEmailNotification)\r\n| extend isGracePeriod = todynamic(properties.isGracePeriod)\r\n| extend remediationTimeframe = todynamic(properties.remediationTimeframe)\r\n| extend Days = tolong(totimespan(remediationTimeframe)/1d)\r\n| extend Days = iff(Days > 0, iff(Days == 1, \"1 day\", strcat(Days,\" days\")), \"\")\r\n| extend sourceResourceType = todynamic(properties.sourceResourceType)\r\n| extend conditionSets = todynamic(properties.conditionSets)\r\n| extend rulePriority = todynamic(properties.rulePriority)\r\n| extend ownerSource = todynamic(properties.ownerSource)\r\n| extend isDisabled = todynamic(properties.isDisabled)\r\n| extend ruleType = todynamic(properties.ruleType)\r\n| extend RuleConditionSet = tostring(properties.conditionSets), property = properties.conditionSets[0].conditions[0].property, operator = properties.conditionSets[0].conditions[0].operator\r\n| project Subscription = tostring(subscriptionId), [\"Display name\"] = tostring(properties.displayName), Priority = toint(properties.rulePriority), [\"Remediation timeframe\"] = Days, [\"Owner type\"] = ownerType, Owner = tostring(properties.ownerSource.value), [\"Grace period enabled\"] = tostring(properties.isGracePeriod), Rule = id, properties, RuleConditionSet\r\n| sort by Subscription, Priority asc", + "size": 0, + "title": "Governance rules", + "noDataMessage": "No Rules found", + "exportMultipleValues": true, + "exportedParameters": [ + { + "fieldName": "Rule", + "parameterName": "Rule", + "parameterType": 1, + "quote": "" + }, + { + "fieldName": "RuleConditionSet", + "parameterName": "RuleConditionSet", + "parameterType": 1, + "quote": "" + }, + { + "fieldName": "Owner", + "parameterName": "Owner", + "parameterType": 1, + "quote": "" + } + ], + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "Subscription", + "formatter": 15, + "formatOptions": { + "linkTarget": "Resource", + "showIcon": true + } + }, + { + "columnMatch": "Display name", + "formatter": 1, + "formatOptions": { + "bladeOpenContext": { + "bladeName": "CreateGovernanceRuleContextBlade", + "extensionName": "Microsoft_Azure_Security", + "bladeParameters": [ + { + "name": "", + "source": "column", + "value": "properties" + }, + { + "name": "subscriptionId", + "source": "column", + "value": "subscriptionId" + }, + { + "name": "governanceRuleToEdit", + "source": "column", + "value": "properties" + } + ] + } + } + }, + { + "columnMatch": "Priority", + "formatter": 1 + }, + { + "columnMatch": "Remediation timeframe", + "formatter": 0, + "tooltipFormat": { + "tooltip": "DD.HH.MM.SS" + } + }, + { + "columnMatch": "Grace period enabled", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "true", + "representation": "success", + "text": "" + }, + { + "operator": "==", + "thresholdValue": "false", + "representation": "4", + "text": "" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "success", + "text": "{0}{1}" + } + ] + } + }, + { + "columnMatch": "Rule", + "formatter": 5 + }, + { + "columnMatch": "subscriptionId", + "formatter": 5 + }, + { + "columnMatch": "name", + "formatter": 1 + }, + { + "columnMatch": "DisplayName", + "formatter": 1 + }, + { + "columnMatch": "ownerDetails", + "formatter": 1 + }, + { + "columnMatch": "isGracePeriod", + "formatter": 1 + }, + { + "columnMatch": "remediationTimeframe", + "formatter": 1 + } + ], + "rowLimit": 1000, + "filter": true, + "sortBy": [ + { + "itemKey": "$gen_link_Subscription_0", + "sortOrder": 2 + } + ], + "labelSettings": [ + { + "columnId": "Owner", + "label": "Owner details" + } + ] + }, + "sortBy": [ + { + "itemKey": "$gen_link_Subscription_0", + "sortOrder": 2 + } + ] + }, + "customWidth": "80", + "conditionalVisibility": { + "parameterName": "Subscription", + "comparison": "isNotEqualTo" + }, + "name": "Rules", + "styleSettings": { + "maxWidth": "100" + } + } + ], + "exportParameters": true + }, + "customWidth": "100", + "conditionalVisibility": { + "parameterName": "RulesCount", + "comparison": "isNotEqualTo" + }, + "name": "subscriptionOverView" + }, + { + "type": 1, + "content": { + "json": "---" + }, + "conditionalVisibility": { + "parameterName": "selectedTab", + "comparison": "isEqualTo", + "value": "resourceView" + }, + "name": "LineSeparator1" + }, + { + "type": 1, + "content": { + "json": "πŸ’‘ Selected filter for **RuleConditionSet:** {RuleConditionSet}\r\nπŸ’‘ Selected filter for **Rule:** {Rule}\r\nπŸ’‘ Selected filter for **Owner:** {Owner}\r\n", + "style": "{selectedTab}" + }, + "conditionalVisibility": { + "parameterName": "parameter1", + "comparison": "isEqualTo", + "value": "1" + }, + "name": "ResourceFilter" + }, + { + "type": 1, + "content": { + "json": " \r\n---" + }, + "conditionalVisibility": { + "parameterName": "selectedTab", + "comparison": "isEqualTo", + "value": "resourceView" + }, + "name": "LineSeparator2" + }, + { + "type": 1, + "content": { + "json": "Select a recommendation from the list to see a list of affected resources", + "style": "info" + }, + "conditionalVisibilities": [ + { + "parameterName": "Rule", + "comparison": "isNotEqualTo" + }, + { + "parameterName": "DisplayName", + "comparison": "isEqualTo" + } + ], + "name": "assessmentsExplaination" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "securityresources \r\n| where type == \"microsoft.security/assessments\"\r\n| where isnull(properties.resourceDetails.AwsResourceId) and isnull(properties.resourceDetails.GcpResourceId)\r\n| extend DisplayName = tostring(properties.displayName)\r\n| where isempty(DisplayName) == false\r\n| extend RuleConditionSet = '{RuleConditionSet}'\r\n| where RuleConditionSet contains name or RuleConditionSet contains properties.metadata.severity\r\n| join kind=leftouter (securityresources \r\n| where type == \"microsoft.security/assessments/governanceassignments\"\r\n| extend assignedResourceId = tostring(todynamic(properties).assignedResourceId)\r\n| extend remediationDueDate = todatetime(properties.remediationDueDate)\r\n| project id = assignedResourceId, governanceassignmentsProperties = todynamic(properties), remediationDueDate) on id\r\n| extend hasAssignment = isempty( governanceassignmentsProperties) == false and isnull( governanceassignmentsProperties) == false\r\n| extend assignmentStatus = iif(tostring(properties.status.code) == \"Unhealthy\",iif(hasAssignment == true, iif(bin(remediationDueDate, 1d) < bin(now(), 1d), \"Overdue\", \"Ontime\"), \"Unassigned\") , \"Completed\")\r\n| summarize count() by assignmentStatus", + "size": 3, + "title": "Status per rule", + "noDataMessage": "No unhealthy resources found", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "piechart", + "gridSettings": { + "rowLimit": 10000 + }, + "tileSettings": { + "titleContent": { + "columnMatch": "OsType", + "formatter": 1 + }, + "leftContent": { + "columnMatch": "count_", + "formatter": 12, + "formatOptions": { + "palette": "auto" + }, + "numberFormat": { + "unit": 17, + "options": { + "style": "decimal", + "useGrouping": false, + "maximumFractionDigits": 2, + "maximumSignificantDigits": 3 + } + } + }, + "showBorder": true + }, + "graphSettings": { + "type": 0, + "topContent": { + "columnMatch": "OsType", + "formatter": 1 + }, + "centerContent": { + "columnMatch": "count_", + "formatter": 1, + "numberFormat": { + "unit": 17, + "options": { + "maximumSignificantDigits": 3, + "maximumFractionDigits": 2 + } + } + } + }, + "chartSettings": { + "seriesLabelSettings": [ + { + "seriesName": "Ontime", + "color": "blue" + }, + { + "seriesName": "Completed", + "color": "green" + }, + { + "seriesName": "Unassigned", + "color": "orange" + }, + { + "seriesName": "Overdue", + "color": "redBright" + } + ] + } + }, + "customWidth": "20", + "conditionalVisibility": { + "parameterName": "Rule", + "comparison": "isNotEqualTo" + }, + "name": "statusPerRule" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "securityresources \r\n| where type == \"microsoft.security/assessments\"\r\n| where isnull(properties.resourceDetails.AwsResourceId) and isnull(properties.resourceDetails.GcpResourceId)\r\n| extend DisplayName = tostring(properties.displayName)\r\n| where isempty(DisplayName) == false\r\n| extend RuleConditionSet = '{RuleConditionSet}'\r\n| where RuleConditionSet contains name or RuleConditionSet contains properties.metadata.severity\r\n| join kind=leftouter (securityresources \r\n| where type == \"microsoft.security/assessments/governanceassignments\"\r\n| extend assignedResourceId = tostring(todynamic(properties).assignedResourceId)\r\n| extend remediationDueDate = todatetime(properties.remediationDueDate)\r\n| project id = assignedResourceId, governanceassignmentsProperties = todynamic(properties), remediationDueDate) on id\r\n| extend hasAssignment = isempty( governanceassignmentsProperties) == false and isnull( governanceassignmentsProperties) == false\r\n| where hasAssignment == true\r\n| extend owner = tostring(governanceassignmentsProperties.owner)\r\n| extend owner = iif(isnull(owner) == false and isempty(owner) == false, owner, \"Unspecified\")\r\n| extend assignmentStatus = iif(bin(remediationDueDate, 1d) < bin(now(), 1d), \"Overdue\", \"Ontime\")\r\n| summarize Ontime = countif(assignmentStatus == \"Ontime\"), Overdue = countif(assignmentStatus == \"Overdue\") by selectedOwner = owner\r\n| sort by Overdue desc", + "size": 0, + "title": "Status per owner", + "exportMultipleValues": true, + "exportedParameters": [ + { + "fieldName": "selectedOwner", + "parameterName": "selectedOwner", + "quote": "" + } + ], + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "Ontime", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "!=", + "thresholdValue": "0", + "representation": "info", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "success", + "text": "{0}{1}" + } + ] + } + }, + { + "columnMatch": "Overdue", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "!=", + "thresholdValue": "0", + "representation": "3", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "success", + "text": "{0}{1}" + } + ] + } + } + ], + "labelSettings": [ + { + "columnId": "selectedOwner", + "label": "Owner" + } + ] + } + }, + "customWidth": "30", + "conditionalVisibilities": [ + { + "parameterName": "Owner", + "comparison": "isNotEqualTo" + }, + { + "parameterName": "RuleConditionSet", + "comparison": "isNotEqualTo" + } + ], + "name": "Owner status" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "securityresources \r\n| where type == \"microsoft.security/assessments\"\r\n| where isnull(properties.resourceDetails.AwsResourceId) and isnull(properties.resourceDetails.GcpResourceId)\r\n| extend DisplayName = tostring(properties.displayName)\r\n| where isempty(DisplayName) == false and isnull(DisplayName) == false\r\n| extend RuleConditionSet = '{RuleConditionSet}'\r\n| where RuleConditionSet contains name or RuleConditionSet contains properties.metadata.severity\r\n| join kind=leftouter (securityresources \r\n| where type == \"microsoft.security/assessments/governanceassignments\"\r\n| extend assignedResourceId = tostring(todynamic(properties).assignedResourceId)\r\n| extend remediationDueDate = todatetime(properties.remediationDueDate)\r\n| project id = assignedResourceId, governanceassignmentsProperties = todynamic(properties), remediationDueDate) on id\r\n| extend hasAssignment = isempty( governanceassignmentsProperties) == false and isnull( governanceassignmentsProperties) == false\r\n| extend assignmentStatus = iif(tostring(properties.status.code) == \"Unhealthy\",iif(hasAssignment == true, iif(bin(remediationDueDate, 1d) < bin(now(), 1d), \"Overdue\", \"Ontime\"), \"Unassigned\") , \"Completed\")\r\n| extend Status = assignmentStatus\r\n| summarize Completed = countif(Status == \"Completed\"), Ontime = countif(Status == \"Ontime\"), Overdue = countif(Status == \"Overdue\"),Unassigned = countif(Status == \"Unassigned\") by DisplayName = tostring(properties.displayName)\r\n| sort by Overdue desc", + "size": 0, + "title": "Recommendations", + "noDataMessage": "No Assessments found", + "exportedParameters": [ + { + "fieldName": "id", + "parameterName": "id", + "parameterType": 1 + }, + { + "fieldName": "DisplayName", + "parameterName": "DisplayName", + "parameterType": 1 + } + ], + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "DisplayName", + "formatter": 0, + "formatOptions": { + "customColumnWidthSetting": "75ch" + } + }, + { + "columnMatch": "Completed", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "!=", + "thresholdValue": "0", + "representation": "success", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "Blank", + "text": "{0}{1}" + } + ], + "customColumnWidthSetting": "15ch" + } + }, + { + "columnMatch": "Ontime", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "!=", + "thresholdValue": "0", + "representation": "1", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "Blank", + "text": "{0}{1}" + }, + { + "representation": "Unknown", + "text": "{0}{1}" + } + ], + "customColumnWidthSetting": "15ch" + } + }, + { + "columnMatch": "Overdue", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "!=", + "thresholdValue": "0", + "representation": "3", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "Blank", + "text": "{0}{1}" + } + ], + "customColumnWidthSetting": "15ch" + } + }, + { + "columnMatch": "Unassigned", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "!=", + "thresholdValue": "0", + "representation": "2", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "Blank", + "text": "0" + } + ], + "customColumnWidthSetting": "15ch" + } + }, + { + "columnMatch": "Status", + "formatter": 1 + }, + { + "columnMatch": "id", + "formatter": 1, + "formatOptions": { + "customColumnWidthSetting": "90ch" + } + }, + { + "columnMatch": "owner", + "formatter": 0, + "formatOptions": { + "customColumnWidthSetting": "40ch" + } + }, + { + "columnMatch": "DueDate", + "formatter": 6 + }, + { + "columnMatch": "Severity", + "formatter": 5 + }, + { + "columnMatch": "Resource", + "formatter": 13, + "formatOptions": { + "linkTarget": "OpenBlade", + "linkIsContextBlade": false, + "showIcon": true, + "bladeOpenContext": { + "bladeName": "GenericResourceHealthDetailsBlade", + "extensionName": "Microsoft_Azure_Security", + "bladeParameters": [ + { + "name": "resourceId", + "source": "cell", + "value": "%2Fsubscriptions%2F3b5bc982-20bc-4b59-b1ca-f8488bb86736%2FresourceGroups%2Fdemo%2Fproviders%2FMicrosoft.HybridCompute%2Fmachines%2FW2019" + } + ] + }, + "customColumnWidthSetting": "20ch" + } + }, + { + "columnMatch": "ResourceGroup", + "formatter": 14, + "formatOptions": { + "linkTarget": null, + "showIcon": true, + "customColumnWidthSetting": "25ch" + } + }, + { + "columnMatch": "Source", + "formatter": 0, + "formatOptions": { + "customColumnWidthSetting": "15ch" + } + }, + { + "columnMatch": "OperatingSystem", + "formatter": 0, + "formatOptions": { + "customColumnWidthSetting": "25ch" + } + }, + { + "columnMatch": "Category", + "formatter": 0, + "formatOptions": { + "customColumnWidthSetting": "20ch" + } + }, + { + "columnMatch": "Remediation", + "formatter": 5 + }, + { + "columnMatch": "RemediationSteps", + "formatter": 11, + "formatOptions": { + "linkColumn": "Remediation", + "linkTarget": "Url" + }, + "tooltipFormat": { + "tooltip": "Click to view remediation steps" + } + }, + { + "columnMatch": "Code", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "Healthy", + "representation": "success", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "Unhealthy", + "representation": "3", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "success", + "text": "{0}{1}" + } + ] + } + }, + { + "columnMatch": "resourceGroup", + "formatter": 14, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + } + ], + "rowLimit": 10000, + "filter": true, + "sortBy": [ + { + "itemKey": "$gen_thresholds_Ontime_2", + "sortOrder": 2 + } + ], + "labelSettings": [ + { + "columnId": "DisplayName", + "label": "Display name" + } + ] + }, + "sortBy": [ + { + "itemKey": "$gen_thresholds_Ontime_2", + "sortOrder": 2 + } + ] + }, + "customWidth": "50", + "conditionalVisibility": { + "parameterName": "Rule", + "comparison": "isNotEqualTo" + }, + "name": "Assessmetns" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 1, + "content": { + "json": "" + }, + "customWidth": "50", + "conditionalVisibility": { + "parameterName": "RuleConditionSet", + "comparison": "isNotEqualTo" + }, + "name": "empty text" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "securityresources \r\n| where type == \"microsoft.security/assessments\"\r\n| where isnull(properties.resourceDetails.AwsResourceId) and isnull(properties.resourceDetails.GcpResourceId)\r\n| extend displayNameFilter = tostring(\"{DisplayName}\")\r\n| extend selectedOwner = '{selectedOwner}'\r\n| where displayNameFilter == tostring(properties.displayName)\r\n| join kind=leftouter (securityresources \r\n| where type == \"microsoft.security/assessments/governanceassignments\"\r\n| extend assignedResourceId = tostring(todynamic(properties).assignedResourceId)\r\n| extend remediationDueDate = todatetime(properties.remediationDueDate)\r\n| project id = assignedResourceId, owner = properties.owner,governanceassignmentsProperties = todynamic(properties), remediationDueDate, isGrace = properties.isGracePeriod) on id\r\n| extend hasAssignment = isempty( governanceassignmentsProperties) == false and isnull( governanceassignmentsProperties) == false\r\n| extend assignmentStatus = iif(tostring(properties.status.code) == \"Unhealthy\",iif(hasAssignment == true, iif(bin(remediationDueDate, 1d) < bin(now(), 1d), \"Overdue\", \"Ontime\"), \"Unassigned\") , \"Completed\")\r\n| extend source = trim(' ', tolower(tostring(properties.resourceDetails.Source)))\r\n | extend resourceId = iff(source =~ \"azure\", properties.resourceDetails.Id, iff(source =~ \"aws\" and isnotempty(tostring(properties.resourceDetails.ConnectorId)), properties.resourceDetails.Id, iff(source =~ \"gcp\" and isnotempty(tostring(properties.resourceDetails.ConnectorId)), properties.resourceDetails.Id, iff(source =~ 'aws', properties.resourceDetails.AzureResourceId, iff(source =~ 'gcp', properties.resourceDetails.AzureResourceId, properties.resourceDetails.Id)))))\r\n| extend owner = tostring(governanceassignmentsProperties.owner)\r\n| extend owner = iif(isnull(owner) == false and isempty(owner) == false and hasAssignment == true , owner, iif(hasAssignment == false, owner, \"Unspecified\"))\r\n| where '{selectedOwner}' == '' or (selectedOwner contains owner and hasAssignment == true)\r\n| project [\"Resource\"] = resourceId, Subscription = subscriptionId ,Status = assignmentStatus, Owner = owner, [\"Due date\"] = remediationDueDate, [\"Grace period enabled\"] = isGrace\r\n| sort by Status desc", + "size": 0, + "title": "List of resources for: {DisplayName}", + "noDataMessage": "No Assessments found", + "exportFieldName": "id", + "exportParameterName": "id", + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "Resource id", + "formatter": 13, + "formatOptions": { + "linkTarget": null, + "showIcon": true, + "customColumnWidthSetting": "90ch" + } + }, + { + "columnMatch": "Subscription", + "formatter": 15, + "formatOptions": { + "linkTarget": "Resource", + "showIcon": true + } + }, + { + "columnMatch": "Status", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "Completed", + "representation": "success", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "Unassigned", + "representation": "2", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "Overdue", + "representation": "3", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "Ontime", + "representation": "1", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": null, + "text": "{0}{1}" + } + ] + }, + "numberFormat": { + "unit": 0, + "options": { + "style": "decimal" + } + } + }, + { + "columnMatch": "Grace period enabled", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "true", + "representation": "success", + "text": "" + }, + { + "operator": "==", + "thresholdValue": "false", + "representation": "4", + "text": "" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "Blank", + "text": "{0}{1}" + } + ] + } + }, + { + "columnMatch": "owner", + "formatter": 0, + "formatOptions": { + "customColumnWidthSetting": "40ch" + } + }, + { + "columnMatch": "DueDate", + "formatter": 6 + }, + { + "columnMatch": "id", + "formatter": 0, + "formatOptions": { + "customColumnWidthSetting": "90ch" + } + }, + { + "columnMatch": "DisplayName", + "formatter": 0, + "formatOptions": { + "customColumnWidthSetting": "100ch" + } + }, + { + "columnMatch": "Completed", + "formatter": 4, + "formatOptions": { + "palette": "green", + "customColumnWidthSetting": "15ch" + } + }, + { + "columnMatch": "Ontime", + "formatter": 4, + "formatOptions": { + "palette": "blue", + "customColumnWidthSetting": "15ch" + } + }, + { + "columnMatch": "Overdue", + "formatter": 4, + "formatOptions": { + "palette": "redBright", + "customColumnWidthSetting": "15ch" + } + }, + { + "columnMatch": "Unassigned", + "formatter": 4, + "formatOptions": { + "palette": "orange", + "customColumnWidthSetting": "15ch" + } + }, + { + "columnMatch": "Severity", + "formatter": 5 + }, + { + "columnMatch": "Resource", + "formatter": 13, + "formatOptions": { + "linkTarget": "OpenBlade", + "linkIsContextBlade": false, + "showIcon": true, + "bladeOpenContext": { + "bladeName": "GenericResourceHealthDetailsBlade", + "extensionName": "Microsoft_Azure_Security", + "bladeParameters": [ + { + "name": "resourceId", + "source": "cell", + "value": "%2Fsubscriptions%2F3b5bc982-20bc-4b59-b1ca-f8488bb86736%2FresourceGroups%2Fdemo%2Fproviders%2FMicrosoft.HybridCompute%2Fmachines%2FW2019" + } + ] + }, + "customColumnWidthSetting": "20ch" + } + }, + { + "columnMatch": "ResourceGroup", + "formatter": 14, + "formatOptions": { + "linkTarget": null, + "showIcon": true, + "customColumnWidthSetting": "25ch" + } + }, + { + "columnMatch": "Source", + "formatter": 0, + "formatOptions": { + "customColumnWidthSetting": "15ch" + } + }, + { + "columnMatch": "OperatingSystem", + "formatter": 0, + "formatOptions": { + "customColumnWidthSetting": "25ch" + } + }, + { + "columnMatch": "Category", + "formatter": 0, + "formatOptions": { + "customColumnWidthSetting": "20ch" + } + }, + { + "columnMatch": "Remediation", + "formatter": 5 + }, + { + "columnMatch": "RemediationSteps", + "formatter": 11, + "formatOptions": { + "linkColumn": "Remediation", + "linkTarget": "Url" + }, + "tooltipFormat": { + "tooltip": "Click to view remediation steps" + } + }, + { + "columnMatch": "Code", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "Healthy", + "representation": "success", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "Unhealthy", + "representation": "3", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "success", + "text": "{0}{1}" + } + ] + } + }, + { + "columnMatch": "resourceGroup", + "formatter": 14, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + } + ], + "rowLimit": 10000, + "filter": true + }, + "sortBy": [] + }, + "conditionalVisibility": { + "parameterName": "DisplayName", + "comparison": "isNotEqualTo" + }, + "name": "Assignments" + } + ] + }, + "name": "assessmentsWithExplaination" + }, + { + "type": 1, + "content": { + "json": "πŸ’‘ Selected filter for **DisplayName:** {DisplayName}\r\nπŸ’‘ Selected filter for **selectedOwner:** {selectedOwner}\r\n", + "style": "{selectedTab}" + }, + "conditionalVisibility": { + "parameterName": "parameter1", + "comparison": "isEqualTo", + "value": "1" + }, + "name": "ResourceFilter - Copy" + } + ] + }, + "name": "assessmentsGrid" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "RC_Governance" + }, + "name": "RC_Governance" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "crossComponentResources": [ + "{Subscription}" + ], + "parameters": [ + { + "id": "cc98cfec-0182-4887-854e-536e9f3857da", + "version": "KqlParameterItem/1.0", + "name": "Subscription", + "type": 6, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "includeAll": false, + "showDefault": false + }, + "timeContext": { + "durationMs": 86400000 + }, + "value": null + }, + { + "id": "1c3411d9-e319-4d74-8e97-61e2f4c56a56", + "version": "KqlParameterItem/1.0", + "name": "Location", + "type": 2, + "isRequired": true, + "query": "resources\r\n| summarize by location\r\n| where location != \"global\"", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "timeContext": { + "durationMs": 86400000 + }, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "value": "westeurope" + } + ], + "style": "above", + "queryType": 1, + "resourceType": "microsoft.operationalinsights/workspaces" + }, + "name": "parameters - 0" + }, + { + "type": 1, + "content": { + "json": "## Azure subscription and service limits, quotas, and constraints
\r\nTo know more about Azure service limits & quotas, see [Azure subscription and service limits, quotas, and constraints](https://learn.microsoft.com/azure/azure-resource-manager/management/azure-subscription-service-limits?toc=%2Fazure%2Fnetworking%2Ftoc.json#networking-limits)." + }, + "name": "text - Limits" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "template", + "loadFromTemplateId": "community-Workbooks/Common/noSubscriptions", + "items": [] + }, + "conditionalVisibility": { + "parameterName": "Subscription", + "comparison": "isEqualTo", + "value": "" + }, + "name": "No Subscriptions group - RC_Quota" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"ARMEndpoint/1.0\",\"data\":null,\"headers\":[],\"method\":\"GET\",\"path\":\"/subscriptions/{Subscription:id}/providers/microsoft.compute/locations/{Location}/usages?api-version=2022-03-01\",\"urlParams\":[],\"batchDisabled\":false,\"transformers\":[{\"type\":\"jsonpath\",\"settings\":{\"tablePath\":\"$.value\",\"columns\":[{\"path\":\"currentValue\",\"columnid\":\"Used\",\"columnType\":\"long\"},{\"path\":\"limit\",\"columnid\":\"Limit\",\"columnType\":\"long\"},{\"path\":\"name.localizedValue\",\"columnid\":\"Resource\"}]}}]}", + "size": 0, + "title": "Compute resource limits", + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 12, + "gridSettings": { + "filter": true, + "sortBy": [ + { + "itemKey": "Limit", + "sortOrder": 1 + } + ] + }, + "sortBy": [ + { + "itemKey": "Limit", + "sortOrder": 1 + } + ] + }, + "customWidth": "50", + "conditionalVisibilities": [ + { + "parameterName": "Subscription", + "comparison": "isNotEqualTo", + "value": "" + }, + { + "parameterName": "Location", + "comparison": "isNotEqualTo" + } + ], + "name": "query - ComputeLimits" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"ARMEndpoint/1.0\",\"data\":null,\"headers\":[],\"method\":\"GET\",\"path\":\"/subscriptions/{Subscription:id}/providers/microsoft.network/locations/{Location}/usages?api-version=2022-01-01\",\"urlParams\":[],\"batchDisabled\":false,\"transformers\":[{\"type\":\"jsonpath\",\"settings\":{\"tablePath\":\"$.value\",\"columns\":[{\"path\":\"currentValue\",\"columnid\":\"Used\",\"columnType\":\"long\"},{\"path\":\"limit\",\"columnid\":\"Limit\",\"columnType\":\"long\"},{\"path\":\"name.localizedValue\",\"columnid\":\"Resource\"}]}}]}", + "size": 0, + "title": "Network resource limits", + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 12, + "gridSettings": { + "filter": true, + "sortBy": [ + { + "itemKey": "Limit", + "sortOrder": 1 + } + ] + }, + "sortBy": [ + { + "itemKey": "Limit", + "sortOrder": 1 + } + ] + }, + "customWidth": "50", + "conditionalVisibility": { + "parameterName": "Subscription", + "comparison": "isNotEqualTo" + }, + "name": "query - NetworkLimits" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"ARMEndpoint/1.0\",\"data\":null,\"headers\":[],\"method\":\"GET\",\"path\":\"/subscriptions/{Subscription:id}/providers/microsoft.storage/locations/{Location}/usages?api-version=2021-09-01\",\"urlParams\":[],\"batchDisabled\":false,\"transformers\":[{\"type\":\"jsonpath\",\"settings\":{\"tablePath\":\"$.value\",\"columns\":[{\"path\":\"currentValue\",\"columnid\":\"Used\",\"columnType\":\"long\"},{\"path\":\"limit\",\"columnid\":\"Limit\",\"columnType\":\"long\"},{\"path\":\"name.localizedValue\",\"columnid\":\"Resource\"}]}}]}", + "size": 4, + "title": "Storage account limits", + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 12, + "gridSettings": { + "filter": true, + "sortBy": [ + { + "itemKey": "Limit", + "sortOrder": 1 + } + ] + }, + "sortBy": [ + { + "itemKey": "Limit", + "sortOrder": 1 + } + ] + }, + "customWidth": "100", + "conditionalVisibility": { + "parameterName": "Subscription", + "comparison": "isNotEqualTo" + }, + "name": "query - StorageLimits" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "RC_Quota" + }, + "name": "Usage + limits" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "title": "Automation", + "expandable": true, + "expanded": true, + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources\r\n| where type has 'microsoft.automation'\r\n\tor type has 'microsoft.logic'\r\n\tor type has 'microsoft.web/customapis'\r\n| extend type = case(\r\n\ttype =~ 'microsoft.automation/automationaccounts', 'Automation Accounts',\r\n\ttype == 'microsoft.web/serverfarms', \"App Service Plans\",\r\n\tkind == 'functionapp', \"Azure Functions\", \r\n\tkind == \"api\", \"API Apps\", \r\n\ttype == 'microsoft.web/sites', \"App Services\",\r\n\ttype =~ 'microsoft.web/connections', 'LogicApp Connectors',\r\n\ttype =~ 'microsoft.web/customapis','LogicApp API Connectors',\r\n\ttype =~ 'microsoft.logic/workflows','LogicApps',\r\n\ttype =~ 'microsoft.automation/automationaccounts/runbooks', 'Automation Runbooks',\r\n type =~ 'microsoft.automation/automationaccounts/configurations', 'Automation Configurations',\r\nstrcat(\"Not Translated: \", type))\r\n| summarize count() by type\r\n| where type !has \"Not Translated\"", + "size": 3, + "title": "Count of all resource types", + "showRefreshButton": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "tiles", + "tileSettings": { + "showBorder": false, + "titleContent": { + "columnMatch": "type", + "formatter": 1 + }, + "leftContent": { + "columnMatch": "count_", + "formatter": 12, + "formatOptions": { + "palette": "auto" + }, + "numberFormat": { + "unit": 17, + "options": { + "maximumSignificantDigits": 3, + "maximumFractionDigits": 2 + } + } + } + } + }, + "name": "Count of all resource types" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources\r\n| where type has 'microsoft.automation'\r\n\t or type has 'microsoft.logic'\r\n\t or type has 'microsoft.web/customapis'\r\n| extend type = case(\r\n\ttype =~ 'microsoft.automation/automationaccounts', 'Automation Accounts',\r\n\ttype =~ 'microsoft.web/connections', 'LogicApp Connectors',\r\n\ttype =~ 'microsoft.web/customapis','LogicApp API Connectors',\r\n\ttype =~ 'microsoft.logic/workflows','LogicApps',\r\n\ttype =~ 'microsoft.automation/automationaccounts/runbooks', 'Automation Runbooks',\r\n\ttype =~ 'microsoft.automation/automationaccounts/configurations', 'Automation Configurations',\r\n\tstrcat(\"Not Translated: \", type))\r\n| extend RunbookType = tostring(properties.runbookType)\r\n| extend LogicAppTrigger = properties.definition.triggers\r\n| extend LogicAppTrigger = iif(type =~ 'LogicApps', case(\r\n\tLogicAppTrigger has 'manual', tostring(LogicAppTrigger.manual.type),\r\n\tLogicAppTrigger has 'Recurrence', tostring(LogicAppTrigger.Recurrence.type),\r\n\tstrcat(\"Unknown Trigger type\", LogicAppTrigger)), LogicAppTrigger)\r\n| extend State = case(\r\n\ttype =~ 'Automation Runbooks', properties.state, \r\n\ttype =~ 'LogicApps', properties.state,\r\n\ttype =~ 'Automation Accounts', properties.state,\r\n\ttype =~ 'Automation Configurations', properties.state,\r\n\t' ')\r\n| extend CreatedDate = case(\r\n\ttype =~ 'Automation Runbooks', properties.creationTime, \r\n\ttype =~ 'LogicApps', properties.createdTime,\r\n\ttype =~ 'Automation Accounts', properties.creationTime,\r\n\ttype =~ 'Automation Configurations', properties.creationTime,\r\n\t' ')\r\n| extend LastModified = case(\r\n\ttype =~ 'Automation Runbooks', properties.lastModifiedTime, \r\n\ttype =~ 'LogicApps', properties.changedTime,\r\n\ttype =~ 'Automation Accounts', properties.lastModifiedTime,\r\n\ttype =~ 'Automation Configurations', properties.lastModifiedTime,\r\n\t' ')\r\n| extend Details = pack_all()\r\n| project Resource=id, subscriptionId, type, resourceGroup, RunbookType, LogicAppTrigger, State, Details", + "size": 0, + "title": "Details", + "noDataMessage": "No resources found", + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "$gen_group", + "formatter": 13, + "formatOptions": { + "linkTarget": "Resource", + "showIcon": true + } + }, + { + "columnMatch": "Resource", + "formatter": 5 + }, + { + "columnMatch": "subscriptionId", + "formatter": 5 + }, + { + "columnMatch": "Details", + "formatter": 7, + "formatOptions": { + "linkTarget": "CellDetails", + "linkLabel": "πŸ” View details", + "linkIsContextBlade": true + } + } + ], + "rowLimit": 1000, + "filter": true, + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "subscriptionId" + ], + "expandTopLevel": true, + "finalBy": "Resource" + } + }, + "tileSettings": { + "titleContent": { + "columnMatch": "type", + "formatter": 1 + }, + "leftContent": { + "columnMatch": "count_", + "formatter": 12, + "formatOptions": { + "palette": "auto" + }, + "numberFormat": { + "unit": 17, + "options": { + "maximumSignificantDigits": 3, + "maximumFractionDigits": 2 + } + } + }, + "showBorder": true, + "sortCriteriaField": "type", + "sortOrderField": 1 + } + }, + "name": "query - PaaS - Automation Detailed" + } + ] + }, + "name": "Group - Automation", + "styleSettings": { + "showBorder": true + } + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "title": "App services", + "expandable": true, + "expanded": true, + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources\r\n| where type has 'microsoft.web'\r\n\t or type =~ 'microsoft.apimanagement/service'\r\n\t or type =~ 'microsoft.network/frontdoors'\r\n\t or type =~ 'microsoft.network/applicationgateways'\r\n\t or type =~ 'microsoft.appconfiguration/configurationstores'\r\n| extend type = case(\r\n\ttype == 'microsoft.web/serverfarms', \"App Service Plans\",\r\n\tkind == 'functionapp', \"Azure Functions\", \r\n\tkind == \"api\", \"API Apps\", \r\n\ttype == 'microsoft.web/sites', \"App Services\",\r\n\ttype =~ 'microsoft.network/applicationgateways', 'App Gateways',\r\n\ttype =~ 'microsoft.network/frontdoors', 'Front Door',\r\n\ttype =~ 'microsoft.apimanagement/service', 'API Management',\r\n\ttype =~ 'microsoft.web/certificates', 'App Certificates',\r\n\ttype =~ 'microsoft.appconfiguration/configurationstores', 'App Config Stores',\r\n\tstrcat(\"Not Translated: \", type))\r\n| where type !has \"Not Translated\"\r\n| summarize count() by type", + "size": 3, + "title": "Count of all resource types", + "noDataMessage": "No resources found", + "showRefreshButton": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "tiles", + "gridSettings": { + "formatters": [ + { + "columnMatch": "$gen_group", + "formatter": 13, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "Resource", + "formatter": 5 + }, + { + "columnMatch": "subscriptionId", + "formatter": 5 + } + ], + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "subscriptionId" + ], + "expandTopLevel": true, + "finalBy": "Resource" + } + }, + "tileSettings": { + "titleContent": { + "columnMatch": "type", + "formatter": 1 + }, + "leftContent": { + "columnMatch": "count_", + "formatter": 12, + "formatOptions": { + "palette": "auto" + }, + "numberFormat": { + "unit": 17, + "options": { + "maximumSignificantDigits": 3, + "maximumFractionDigits": 2 + } + } + }, + "showBorder": false, + "sortCriteriaField": "type", + "sortOrderField": 1 + } + }, + "name": "query - PaaS - Apps Overview" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources\r\n| where type has 'microsoft.web'\r\n\t or type =~ 'microsoft.apimanagement/service'\r\n\t or type =~ 'microsoft.network/frontdoors'\r\n\t or type =~ 'microsoft.network/applicationgateways'\r\n\t or type =~ 'microsoft.appconfiguration/configurationstores'\r\n| extend type = case(\r\n\ttype == 'microsoft.web/serverfarms', \"App Service Plans\",\r\n\tkind == 'functionapp', \"Azure Functions\", \r\n\tkind == \"api\", \"API Apps\", \r\n\ttype == 'microsoft.web/sites', \"App Services\",\r\n\ttype =~ 'microsoft.network/applicationgateways', 'App Gateways',\r\n\ttype =~ 'microsoft.network/frontdoors', 'Front Door',\r\n\ttype =~ 'microsoft.apimanagement/service', 'API Management',\r\n\ttype =~ 'microsoft.web/certificates', 'App Certificates',\r\n\ttype =~ 'microsoft.appconfiguration/configurationstores', 'App Config Stores',\r\n\tstrcat(\"Not Translated: \", type))\r\n| where type !has \"Not Translated\"\r\n| extend Sku = case(\r\n\ttype =~ 'App Gateways', properties.sku.name, \r\n\ttype =~ 'Azure Functions', properties.sku,\r\n\ttype =~ 'API Management', sku.name,\r\n\ttype =~ 'App Service Plans', sku.name,\r\n\ttype =~ 'App Services', properties.sku,\r\n\ttype =~ 'App Config Stores', sku.name,\r\n\t' ')\r\n| extend State = case(\r\n\ttype =~ 'App Config Stores', properties.provisioningState,\r\n\ttype =~ 'App Service Plans', properties.status,\r\n\ttype =~ 'Azure Functions', properties.state,\r\n\ttype =~ 'App Services', properties.state,\r\n\ttype =~ 'API Management', properties.provisioningState,\r\n\ttype =~ 'App Gateways', properties.provisioningState,\r\n\ttype =~ 'Front Door', properties.provisioningState,\r\n\t' ')\r\n| mv-expand publicIpId = properties.frontendIPConfigurations\r\n| mv-expand publicIpId = publicIpId.properties.publicIPAddress.id\r\n| extend publicIpId = tostring(publicIpId)\r\n\t| join kind=leftouter(\r\n\t \tResources\r\n \t\t| where type =~ 'microsoft.network/publicipaddresses'\r\n \t\t| project publicIpId = id, publicIpAddress = tostring(properties.ipAddress)) on publicIpId\r\n| extend PublicIP = case(\r\n\ttype =~ 'API Management', properties.publicIPAddresses,\r\n\ttype =~ 'App Gateways', publicIpAddress,\r\n type =~ 'App Services', properties.inboundIpAddress,\r\n type =~ 'Azure Functions', properties.inboundIpAddress,\r\n\t' ')\r\n| extend Instances = case(\r\n\ttype =~ 'API Management', sku.capacity,\r\n type =~ 'App Services', properties.siteConfig.numberOfWorkers,\r\n type =~ 'Azure Functions', properties.siteConfig.numberOfWorkers,\r\n type =~ 'App Service Plans', properties.currentNumberOfWorkers,\r\n\t' ')\r\n| extend ServicePlan = case(\r\n type =~ 'App Services', properties.serverFarmId,\r\n type =~ 'Azure Functions', properties.serverFarmId,\r\n\t' ')\r\n| extend Details = pack_all()\r\n| project Resource=id, type, subscriptionId, Sku, State, PublicIP, Instances, ServicePlan, Details", + "size": 0, + "noDataMessage": "No resources found", + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "$gen_group", + "formatter": 13, + "formatOptions": { + "linkTarget": "Resource", + "showIcon": true + } + }, + { + "columnMatch": "Resource", + "formatter": 5 + }, + { + "columnMatch": "subscriptionId", + "formatter": 5 + }, + { + "columnMatch": "Details", + "formatter": 7, + "formatOptions": { + "linkTarget": "CellDetails", + "linkLabel": "πŸ” View details", + "linkIsContextBlade": true + } + } + ], + "rowLimit": 1000, + "filter": true, + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "subscriptionId" + ], + "expandTopLevel": true, + "finalBy": "Resource" + } + }, + "tileSettings": { + "titleContent": { + "columnMatch": "type", + "formatter": 1 + }, + "leftContent": { + "columnMatch": "count_", + "formatter": 12, + "formatOptions": { + "palette": "auto" + }, + "numberFormat": { + "unit": 17, + "options": { + "maximumSignificantDigits": 3, + "maximumFractionDigits": 2 + } + } + }, + "showBorder": true, + "sortCriteriaField": "type", + "sortOrderField": 1 + } + }, + "name": "query - PaaS - Apps Detailed" + } + ] + }, + "name": "Group - App Services", + "styleSettings": { + "showBorder": true + } + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "title": "Data", + "expandable": true, + "expanded": true, + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources \r\n| where type =~ 'microsoft.documentdb/databaseaccounts'\r\n\tor type =~ 'microsoft.sql/servers/databases'\r\n\tor type =~ 'microsoft.dbformysql/servers'\r\n\tor type =~ 'microsoft.sql/servers'\r\n or type =~ 'Microsoft.DBforPostgreSQL/servers'\r\n or type =~ 'Microsoft.DBforMariaDB/servers'\r\n or type =~ 'microsoft.dbforpostgresql/flexibleservers'\r\n| extend type = case(\r\n\ttype =~ 'microsoft.documentdb/databaseaccounts', 'CosmosDB',\r\n\ttype =~ 'microsoft.sql/servers/databases', 'SQL DBs',\r\n\ttype =~ 'microsoft.dbformysql/servers', 'MySQL Servers',\r\n\ttype =~ 'microsoft.sql/servers', 'SQL Servers',\r\n type =~ 'Microsoft.DBforPostgreSQL/servers', 'PostgreSQL Servers',\r\n type =~ 'microsoft.dbforpostgresql/flexibleservers', 'PostgreSQL Flexi Servers',\r\n type =~ 'Microsoft.DBforMariaDB/servers', 'MariaDB Servers',\r\n\tstrcat(\"Not Translated: \", type))\r\n| where type !has \"Not Translated\"\r\n| summarize count() by type", + "size": 3, + "title": "Count of all resource types", + "noDataMessage": "No resources found", + "showRefreshButton": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "tiles", + "gridSettings": { + "formatters": [ + { + "columnMatch": "$gen_group", + "formatter": 13, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "Resource", + "formatter": 5 + }, + { + "columnMatch": "subscriptionId", + "formatter": 5 + } + ], + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "subscriptionId" + ], + "expandTopLevel": true, + "finalBy": "Resource" + } + }, + "tileSettings": { + "titleContent": { + "columnMatch": "type", + "formatter": 1 + }, + "leftContent": { + "columnMatch": "count_", + "formatter": 12, + "formatOptions": { + "palette": "auto" + }, + "numberFormat": { + "unit": 17, + "options": { + "maximumSignificantDigits": 3, + "maximumFractionDigits": 2 + } + } + }, + "showBorder": true, + "sortCriteriaField": "type", + "sortOrderField": 1 + } + }, + "name": "query - PaaS - Data Overview" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "// data\r\n// Click the \"Run query\" command above to execute the query and see results.\r\nresources \r\n| where type =~ 'microsoft.documentdb/databaseaccounts'\r\n\tor type =~ 'microsoft.sql/servers/databases'\r\n\tor type =~ 'microsoft.dbformysql/servers'\r\n\tor type =~ 'microsoft.sql/servers'\r\n or type =~ 'Microsoft.DBforPostgreSQL/servers'\r\n or type =~ 'Microsoft.DBforMariaDB/servers'\r\n or type =~ 'microsoft.dbforpostgresql/flexibleservers'\r\n| extend type = case(\r\n\ttype =~ 'microsoft.documentdb/databaseaccounts', 'CosmosDB',\r\n\ttype =~ 'microsoft.sql/servers/databases', 'SQL DBs',\r\n\ttype =~ 'microsoft.dbformysql/servers', 'MySQL Servers',\r\n\ttype =~ 'microsoft.sql/servers', 'SQL Servers',\r\n type =~ 'Microsoft.DBforPostgreSQL/servers', 'PostgreSQL Servers',\r\n type =~ 'microsoft.dbforpostgresql/flexibleservers', 'PostgreSQL Flexi Servers',\r\n type =~ 'Microsoft.DBforMariaDB/servers', 'MariaDB Servers',\r\n\tstrcat(\"Not Translated: \", type))\r\n| extend Sku = case(\r\n\ttype =~ 'CosmosDB', properties.databaseAccountOfferType,\r\n\ttype =~ 'SQL DBs', sku.name,\r\n\ttype =~ 'MySQL Servers', sku.name,\r\n type =~ 'PostgreSQL Servers', sku.name,\r\n type =~ 'PostgreSQL Flexi Servers', sku.name,\r\n type =~ 'MariaDB Servers', sku.name,\r\n\t' ')\r\n| extend Status = case(\r\n\ttype =~ 'CosmosDB', properties.provisioningState,\r\n\ttype =~ 'SQL DBs', properties.status,\r\n type =~ 'SQL Servers', properties.state,\r\n\ttype =~ 'MySQL Servers', properties.userVisibleState,\r\n type =~ 'PostgreSQL Servers', properties.state,\r\n type =~ 'PostgreSQL Flexi Servers', properties.state,\r\n type =~ 'MariaDB Servers', properties.userVisibleState,\r\n\t' ')\r\n| extend Endpoint = case(\r\n\ttype =~ 'MySQL Servers', properties.fullyQualifiedDomainName,\r\n\ttype =~ 'SQL Servers', properties.fullyQualifiedDomainName,\r\n\ttype =~ 'CosmosDB', properties.documentEndpoint,\r\n type =~ 'PostgreSQL Servers', properties.fullyQualifiedDomainName,\r\n type =~ 'PostgreSQL Flexi Servers', properties.fullyQualifiedDomainName,\r\n type =~ 'MariaDB Servers', properties.fullyQualifiedDomainName,\r\n\t' ')\r\n| extend PublicNetworkAccess = case(\r\n\ttype =~ 'MySQL Servers', properties.publicNetworkAccess,\r\n\ttype =~ 'SQL Servers', properties.publicNetworkAccess,\r\n type =~ 'PostgreSQL Servers', properties.publicNetworkAccess,\r\n type =~ 'PostgreSQL Flexi Servers', properties.publicNetworkAccess,\r\n type =~ 'MariaDB Servers', properties.publicNetworkAccess,\r\n\t' ')\r\n| extend Version = case(\r\n\ttype =~ 'MySQL Servers', properties.version,\r\n\ttype =~ 'SQL Servers', properties.version,\r\n type =~ 'PostgreSQL Servers', properties.version,\r\n type =~ 'PostgreSQL Flexi Servers', properties.version,\r\n type =~ 'MariaDB Servers', properties.version,\r\n\t' ')\r\n| extend maxSizeGB = todouble(case(\r\n\ttype =~ 'SQL DBs', properties.maxSizeBytes,\r\n\ttype =~ 'MySQL Servers', properties.storageProfile.storageMB,\r\n type =~ 'PostgreSQL Servers', properties.storageProfile.storageMB,\r\n type =~ 'PostgreSQL Flexi Servers', properties.storageProfile.storageMB,\r\n type =~ 'MariaDB Servers', properties.storageProfile.storageMB,\r\n\t' '))\r\n| extend maxSizeGB = iif(type has 'SQL DBs', maxSizeGB /1000 /1000, maxSizeGB)\r\n| extend Details = pack_all()\r\n| project Resource=id, resourceGroup, subscriptionId, type, Sku, Status, Endpoint, Version, PublicNetworkAccess, maxSizeGB, Details\r\n\r\n", + "size": 0, + "title": "Details", + "noDataMessage": "No resources found", + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "$gen_group", + "formatter": 13, + "formatOptions": { + "linkTarget": "Resource", + "showIcon": true + } + }, + { + "columnMatch": "Resource", + "formatter": 5 + }, + { + "columnMatch": "subscriptionId", + "formatter": 5 + }, + { + "columnMatch": "maxSizeGB", + "formatter": 0, + "numberFormat": { + "unit": 4, + "options": { + "style": "decimal", + "useGrouping": false + } + } + }, + { + "columnMatch": "Details", + "formatter": 7, + "formatOptions": { + "linkTarget": "CellDetails", + "linkLabel": "πŸ” View details", + "linkIsContextBlade": true + } + } + ], + "rowLimit": 1000, + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "subscriptionId" + ], + "expandTopLevel": true, + "finalBy": "Resource" + } + }, + "tileSettings": { + "titleContent": { + "columnMatch": "type", + "formatter": 1 + }, + "leftContent": { + "columnMatch": "count_", + "formatter": 12, + "formatOptions": { + "palette": "auto" + }, + "numberFormat": { + "unit": 17, + "options": { + "maximumSignificantDigits": 3, + "maximumFractionDigits": 2 + } + } + }, + "showBorder": true, + "sortCriteriaField": "type", + "sortOrderField": 1 + } + }, + "name": "query - PaaS - Data Detailed" + } + ] + }, + "name": "Data", + "styleSettings": { + "showBorder": true + } + } + ] + }, + "conditionalVisibilities": [ + { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "RC_PaaS" + }, + { + "parameterName": "Subscription", + "comparison": "isNotEqualTo" + } + ], + "name": "RC_PaaS" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "template", + "loadFromTemplateId": "community-Workbooks/Azure Advisor/AzureServiceRetirement", + "items": [] + }, + "conditionalVisibility": { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "RC_ServicesRetirement" + }, + "name": "group - Service retirement" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "template", + "loadFromTemplateId": "community-Workbooks/Common/noSubscriptions", + "items": [] + }, + "conditionalVisibilities": [ + { + "parameterName": "Subscription", + "comparison": "isEqualTo", + "value": "" + }, + { + "parameterName": "SelectedTab", + "comparison": "isNotEqualTo", + "value": "RC_Quota" + }, + { + "parameterName": "SelectedTab", + "comparison": "isNotEqualTo", + "value": "RC_Age" + }, + { + "parameterName": "SelectedTab", + "comparison": "isNotEqualTo", + "value": "RC_ServicesRetirement" + } + ], + "name": "No Subscriptions group" + } + ] + }, + "name": "Azure Governance Workbook" + } + ], + "fallbackResourceIds": [ + "azure monitor" + ], + "$schema": "https://github.com/Microsoft/Application-Insights-Workbooks/blob/master/schema/workbook.json" + }, + "version": "", + "workbookJson": "[string(variables('$fxv#0'))]", + "workbookId": "907", + "telemetryId": "[format('00f120b5-2007-6120-0000-{0}30126b006', variables('workbookId'))]", + "finOpsToolkitVersion": "0.8", + "resourceTags": "[if(contains(parameters('tags'), 'ftk-tool'), parameters('tags'), union(parameters('tags'), createObject('ftk-version', variables('finOpsToolkitVersion'), 'ftk-tool', format('{0} workbook', parameters('displayName')))))]" + }, + "resources": [ + { + "condition": "[parameters('enableDefaultTelemetry')]", + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "[format('pid-{0}-{1}', variables('telemetryId'), uniqueString(deployment().name, parameters('location')))]", + "properties": { + "mode": "Incremental", + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "FinOps toolkit", + "version": "[variables('finOpsToolkitVersion')]" + } + }, + "resources": [] + } + } + }, + { + "type": "Microsoft.Insights/workbooks", + "apiVersion": "2022-04-01", + "name": "[guid(resourceGroup().id, 'Microsoft.Insights/workbooks', parameters('displayName'))]", + "location": "[parameters('location')]", + "tags": "[variables('resourceTags')]", + "kind": "shared", + "properties": { + "category": "workbook", + "description": "[parameters('description')]", + "displayName": "[parameters('displayName')]", + "serializedData": "[variables('workbookJson')]", + "sourceId": "Azure Monitor", + "version": "[variables('version')]" + } + } + ], + "outputs": { + "workbookId": { + "type": "string", + "metadata": { + "description": "The resource ID of the workbook." + }, + "value": "[resourceId('Microsoft.Insights/workbooks', guid(resourceGroup().id, 'Microsoft.Insights/workbooks', parameters('displayName')))]" + }, + "workbookUrl": { + "type": "string", + "metadata": { + "description": "Link to the workbook in the Azure portal." + }, + "value": "[format('{0}/#view/AppInsightsExtension/UsageNotebookBlade/ComponentId/Azure%20Monitor/ConfigurationId/{1}/Type/{2}/WorkbookTemplateName/{3}', environment().portal, uriComponent(resourceId('Microsoft.Insights/workbooks', guid(resourceGroup().id, 'Microsoft.Insights/workbooks', parameters('displayName')))), reference(resourceId('Microsoft.Insights/workbooks', guid(resourceGroup().id, 'Microsoft.Insights/workbooks', parameters('displayName'))), '2022-04-01').category, uriComponent(reference(resourceId('Microsoft.Insights/workbooks', guid(resourceGroup().id, 'Microsoft.Insights/workbooks', parameters('displayName'))), '2022-04-01').displayName))]" + } + } + } + } + } + ], + "outputs": { + "optimizationId": { + "type": "string", + "metadata": { + "description": "Optimization workbook resource ID." + }, + "value": "[reference(resourceId('Microsoft.Resources/deployments', format('{0}-Optimization', parameters('displayNamePrefix'))), '2022-09-01').outputs.workbookId.value]" + }, + "optimizationUrl": { + "type": "string", + "metadata": { + "description": "Optimization workbook Azure portal link." + }, + "value": "[reference(resourceId('Microsoft.Resources/deployments', format('{0}-Optimization', parameters('displayNamePrefix'))), '2022-09-01').outputs.workbookUrl.value]" + }, + "governanceId": { + "type": "string", + "metadata": { + "description": "Governance workbook resource ID." + }, + "value": "[reference(resourceId('Microsoft.Resources/deployments', format('{0}-Governance', parameters('displayNamePrefix'))), '2022-09-01').outputs.workbookId.value]" + }, + "governanceUrl": { + "type": "string", + "metadata": { + "description": "Governance workbook Azure portal link." + }, + "value": "[reference(resourceId('Microsoft.Resources/deployments', format('{0}-Governance', parameters('displayNamePrefix'))), '2022-09-01').outputs.workbookUrl.value]" + } + } +} \ No newline at end of file diff --git a/docs/deploy/finops-workbooks-0.8.ui.json b/docs/deploy/finops-workbooks-0.8.ui.json new file mode 100644 index 000000000..0c6148af6 --- /dev/null +++ b/docs/deploy/finops-workbooks-0.8.ui.json @@ -0,0 +1,65 @@ +{ + "$schema": "https://schema.management.azure.com/schemas/0.1.2-preview/CreateUIDefinition.MultiVm.json#", + "handler": "Microsoft.Azure.CreateUIDef", + "version": "0.1.2-preview", + "parameters": { + "config": { + "basics": { + "description": "FinOps workbooks facilitate FinOps tasks that help you build, manage, and optimize cloud resources. [Learn more](https://aka.ms/finops/workbooks)", + "location": { + "label": "Location", + "resourceTypes": ["Microsoft.Insights/workbooks"] + } + } + }, + "resourceTypes": ["Microsoft.Insights/workbooks"], + "basics": [ + { + "name": "displayNamePrefix", + "type": "Microsoft.Common.TextBox", + "label": "Name prefix", + "defaultValue": "FinOps", + "toolTip": "Prefix to use for each of the workbook names (e.g., 'FinOps-Optimization', 'FinOps-Governance').", + "constraints": { + "required": true, + "regex": "^.{1,220}$", + "validationMessage": "Name prefix cannot be longer than 220 characters." + }, + "visible": true + } + ], + "steps": [ + { + "name": "workbooks", + "label": "Workbooks", + "elements": [ + { + "name": "workbookSelectionIntro", + "options": { "text": "Select the FinOps workbooks you would like to include in this deployment. You can select more later." }, + "type": "Microsoft.Common.TextBlock" + }, + { + "name": "includeOptimization", + "label": "Optimization", + "toolTip": "Select to include the optimization workbook for workload and rate optimization as well as sustainability, security, and more.", + "type": "Microsoft.Common.CheckBox", + "defaultValue": true + }, + { + "name": "includeGovernance", + "label": "Governance", + "toolTip": "Select to include the governance workbook for queries to support the Well-Architected Framework governance pillar.", + "type": "Microsoft.Common.CheckBox", + "defaultValue": true + } + ] + } + ], + "outputs": { + "displayNamePrefix": "[basics('displayNamePrefix')]", + "includeOptimization": "[steps('workbooks').includeOptimization]", + "includeGovernance": "[steps('workbooks').includeGovernance]", + "location": "[location()]" + } + } +} diff --git a/docs/deploy/finops-workbooks-latest.json b/docs/deploy/finops-workbooks-latest.json index c69184b8d..a55d7e08f 100644 --- a/docs/deploy/finops-workbooks-latest.json +++ b/docs/deploy/finops-workbooks-latest.json @@ -4,8 +4,8 @@ "metadata": { "_generator": { "name": "bicep", - "version": "0.24.24.22086", - "templateHash": "1383268354205988078" + "version": "0.33.93.31351", + "templateHash": "12338140091055370020" } }, "parameters": { @@ -61,7 +61,7 @@ }, "variables": { "telemetryId": "00f120b5-2007-6120-0000-a7730126b006", - "finOpsToolkitVersion": "0.7", + "finOpsToolkitVersion": "0.8", "resourceTags": "[union(parameters('tags'), coalesce(tryGet(parameters('tagsByResource'), 'Microsoft.Insights/workbooks'), createObject()), createObject('ftk-version', variables('finOpsToolkitVersion'), 'ftk-tool', 'FinOps workbooks'))]" }, "resources": [ @@ -115,8 +115,8 @@ "metadata": { "_generator": { "name": "bicep", - "version": "0.24.24.22086", - "templateHash": "7858422852674045208" + "version": "0.33.93.31351", + "templateHash": "10544991197071991923" } }, "parameters": { @@ -3873,6 +3873,7 @@ "query": "recoveryservicesresources\r\n| where type =~ 'microsoft.recoveryservices/vaults/backupfabrics/protectioncontainers/protecteditems'\r\n| extend vaultId = tostring(properties.vaultId),resourceId = tostring(properties.sourceResourceId),idleBackup= datetime_diff('day', now(), todatetime(properties.lastBackupTime)) > 90, resourceType=tostring(properties.workloadType), protectionState=tostring(properties.protectionState),lastBackupTime=tostring(properties.lastBackupTime), resourceGroup=strcat('/subscriptions/',subscriptionId,'/resourceGroups/',resourceGroup),lastBackupDate=todatetime(properties.lastBackupTime)\r\n| where idleBackup != 0\r\n| project resourceId,vaultId,idleBackup,lastBackupDate,resourceType,protectionState,lastBackupTime,location,resourceGroup,subscriptionId\r\n| join kind = inner(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}'])\r\n | extend vaultId = id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | project vaultId\r\n )\r\n on vaultId\r\n | project-away vaultId1", "size": 0, "title": "Idle backups", + "showExportToExcel": true, "queryType": 1, "resourceType": "microsoft.resourcegraph/resources", "crossComponentResources": [ @@ -4557,7 +4558,7 @@ "type": 3, "content": { "version": "KqlItem/1.0", - "query": "resources\r\n|Β whereΒ typeΒ ==Β 'microsoft.compute/snapshots'\r\n|Β whereΒ resourceGroupΒ inΒ ({ResourceGroup})\r\n|Β extendΒ StorageSkuΒ =Β tostring(sku.tier),Β resourceGroup=strcat('/subscriptions/',subscriptionId,'/resourceGroups/',resourceGroup),diskSize=tostring(properties.diskSizeGB)\r\n|Β whereΒ StorageSkuΒ ==Β \"Premium\"\r\n|Β projectΒ id,name,StorageSku,diskSize,location,resourceGroup,subscriptionId\r\n|Β joinΒ kindΒ =Β innerunique(\r\nΒ Β Β Β resources\r\nΒ Β Β Β |Β extendΒ replaced_tagsΒ =Β replace('{}',Β 'null',Β tostring(tags))\r\nΒ Β Β Β |Β extendΒ replaced_tagsΒ =Β parse_json(replaced_tags)\r\nΒ Β Β Β |Β mv-expandΒ replaced_tags\r\nΒ Β Β Β |Β extendΒ tagNameΒ =Β tostring(bag_keys(replaced_tags)[0])\r\nΒ Β Β Β |Β extendΒ tagValueΒ =Β tostring(replaced_tags['{TagName}'])\r\nΒ Β Β Β |Β whereΒ tagNameΒ hasΒ '{TagName}'Β andΒ tagValueΒ hasΒ '{TagValue}'\r\nΒ Β Β Β |Β distinctΒ id\r\nΒ Β Β Β )\r\nΒ Β Β Β onΒ id\r\n", + "query": "resources\r\n| where type == 'microsoft.compute/snapshots'\r\n| where resourceGroup in ({ResourceGroup})\r\n| extend StorageSku = tostring(sku.tier), resourceGroup=strcat('/subscriptions/',subscriptionId,'/resourceGroups/',resourceGroup),diskSize=tostring(properties.diskSizeGB)\r\n| where StorageSku == \"Premium\"\r\n| project id,name,StorageSku,diskSize,location,resourceGroup,subscriptionId\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}'])\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct id\r\n )\r\n on id\r\n", "size": 0, "title": "Snapshots using premium storage", "noDataMessage": "No snapshots are using Premium storage", @@ -4636,7 +4637,7 @@ "type": 3, "content": { "version": "KqlItem/1.0", - "query": "resources\r\n|Β whereΒ typeΒ ==Β 'microsoft.compute/snapshots'\r\n|Β whereΒ resourceGroupΒ inΒ ({ResourceGroup})\r\n|Β extendΒ parentDiskΒ =Β properties.creationData.sourceResourceId,Β diskSize=tostring(properties.diskSizeGB),resourceGroup=strcat('/subscriptions/',subscriptionId,'/resourceGroups/',resourceGroup)\r\n|Β projectΒ id,parentDisk,diskSize,location,resourceGroup,subscriptionId\r\n|Β joinΒ kindΒ =Β innerunique(\r\nΒ Β Β Β resources\r\nΒ Β Β Β |Β extendΒ replaced_tagsΒ =Β replace('{}',Β 'null',Β tostring(tags))\r\nΒ Β Β Β |Β extendΒ replaced_tagsΒ =Β parse_json(replaced_tags)\r\nΒ Β Β Β |Β mv-expandΒ replaced_tags\r\nΒ Β Β Β |Β extendΒ tagNameΒ =Β tostring(bag_keys(replaced_tags)[0])\r\nΒ Β Β Β |Β extendΒ tagValueΒ =Β tostring(replaced_tags['{TagName}'])\r\nΒ Β Β Β |Β whereΒ tagNameΒ hasΒ '{TagName}'Β andΒ tagValueΒ hasΒ '{TagValue}'\r\nΒ Β Β Β |Β distinctΒ id\r\nΒ Β Β Β )\r\nΒ Β Β Β onΒ id\r\n", + "query": "resources\r\n| where type == 'microsoft.compute/snapshots'\r\n| where resourceGroup in ({ResourceGroup})\r\n| extend parentDisk = properties.creationData.sourceResourceId, diskSize=tostring(properties.diskSizeGB),resourceGroup=strcat('/subscriptions/',subscriptionId,'/resourceGroups/',resourceGroup)\r\n| project id,parentDisk,diskSize,location,resourceGroup,subscriptionId\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}'])\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct id\r\n )\r\n on id\r\n", "size": 0, "title": "All Managed Disks snapshots", "noDataMessage": "No snapshots found", @@ -4685,7 +4686,7 @@ "type": 3, "content": { "version": "KqlItem/1.0", - "query": "resources\r\n|Β whereΒ typeΒ ==Β 'microsoft.compute/disks'\r\n|Β projectΒ id\r\n", + "query": "resources\r\n| where type == 'microsoft.compute/disks'\r\n| project id\r\n", "size": 0, "title": "All managed disks", "queryType": 1, @@ -6707,6 +6708,22 @@ "linkLabel": "VM Scale Set", "subTarget": "VMSS", "style": "link" + }, + { + "id": "be820ada-a0f4-4c51-b17b-3e506edd1410", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "Custom Images", + "subTarget": "CustomImages", + "style": "link" + }, + { + "id": "1dda3cc4-59ba-4758-9c51-d6c9fab18647", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "Azure Arc", + "subTarget": "arc", + "style": "link" } ] }, @@ -6722,177 +6739,1241 @@ "content": { "version": "NotebookGroup/1.0", "groupType": "editable", - "title": "Virtual Machines", - "loadType": "always", "items": [ { - "type": 12, + "type": 3, "content": { - "version": "NotebookGroup/1.0", - "groupType": "editable", - "loadType": "always", - "items": [ - { - "type": 3, - "content": { - "version": "KqlItem/1.0", - "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\" | extend SubscriptionName=name \r\n| join (\r\nresources \r\n| where resourceGroup in ({ResourceGroup})\r\n| where type =~ 'microsoft.compute/virtualmachines' or type =~ 'microsoft.compute/virtualMachineScaleSets'\r\n| where tostring(properties.storageProfile.imageReference.publisher ) == \"MicrosoftWindowsServer\" or tostring(properties.virtualMachineProfile.storageProfile.osDisk.osType) == 'Windows' or tostring(properties.storageProfile.imageReference.publisher ) == \"microsoftsqlserver\"\r\n| where tostring(properties.['licenseType']) !has 'Windows' and tostring(properties.virtualMachineProfile.['licenseType']) != 'Windows_Server'\r\n| extend WindowsId=id, VMIDFull=id, VMName=name, VMLocation=location, VMRG=resourceGroup, OSType=tostring(properties.storageProfile.imageReference.offer), OsVersion = tostring(properties.storageProfile.imageReference.sku), VMSize=tostring (properties.hardwareProfile.vmSize), LicenseType = tostring(properties.['licenseType']), VMSSize=tostring(sku.name), QuickFix=id\r\n ) on subscriptionId \r\n| order by type asc \r\n| project WindowsId,VMName,VMRG,VMSize, VMSSize, VMLocation,OSType, OsVersion,LicenseType, subscriptionId, QuickFix, VMIDFull\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), WindowsId=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct WindowsId\r\n )\r\n on WindowsId", - "size": 0, - "title": "AHB Disabled", - "noDataMessage": "All of your VMs have AHB enabled.", - "noDataMessageStyle": 3, - "queryType": 1, - "resourceType": "microsoft.resourcegraph/resources", - "crossComponentResources": [ - "{Subscription}" - ], - "gridSettings": { - "formatters": [ - { - "columnMatch": "subscriptionId", - "formatter": 15, - "formatOptions": { - "linkTarget": null, - "showIcon": true - } - } - ] - } - }, - "conditionalVisibility": { - "parameterName": "AlwaysHidden", - "comparison": "isEqualTo", - "value": "true" - }, - "name": "AHB Disabled" - }, - { - "type": 3, - "content": { - "version": "KqlItem/1.0", - "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\" | extend SubscriptionName=name \r\n| join (\r\nresources \r\n| where resourceGroup in ({ResourceGroup})\r\n| where type =~ 'microsoft.compute/virtualmachines'\r\n| where tostring(properties.storageProfile.imageReference.publisher ) == \"MicrosoftWindowsServer\" or tostring(properties.virtualMachineProfile.storageProfile.osDisk.osType) == 'Windows' or tostring(properties.storageProfile.imageReference.publisher ) == \"microsoftsqlserver\"\r\n| where tostring(properties.['licenseType']) has \"Windows\"\r\n| extend WindowsId=id, VMName=name, VMLocation=location, VMRG=resourceGroup, OSType=tostring(properties.storageProfile.imageReference.offer), OsVersion = tostring(properties.storageProfile.imageReference.sku), VMSize=tostring (properties.hardwareProfile.vmSize), LicenseType = tostring(properties.['licenseType']), VMSSize=tostring(sku.name)\r\n) on subscriptionId \r\n| order by type asc \r\n| project WindowsId,VMName,VMRG,VMSize, VMSSize, VMLocation,OSType, OsVersion,LicenseType, subscriptionId\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), WindowsId=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct WindowsId\r\n )\r\n on WindowsId", - "size": 0, - "title": "AHB Enabled", - "noDataMessage": "None of your VMs have AHB enabled.", - "noDataMessageStyle": 4, - "queryType": 1, - "resourceType": "microsoft.resourcegraph/resources", - "crossComponentResources": [ - "{Subscription}" - ], - "gridSettings": { - "formatters": [ - { - "columnMatch": "VMRG", - "formatter": 0, - "tooltipFormat": { - "tooltip": "test" - } - }, - { - "columnMatch": "subscriptionId", - "formatter": 15, - "formatOptions": { - "linkTarget": null, - "showIcon": true - } - } - ] - } - }, - "conditionalVisibility": { - "parameterName": "AlwaysHidden", - "comparison": "isEqualTo", - "value": "true" - }, - "name": "WindowsAHBEnabled" - }, - { - "type": 3, - "content": { - "version": "KqlItem/1.0", - "query": "resourcechanges\r\n| where properties.changeType == \"Update\" and properties.targetResourceType == \"microsoft.compute/virtualmachines\"\r\n| mv-expand changes = properties.changes\r\n| mv-expand LicenseChanges=changes.['properties.licenseType']\r\n| extend WindowsId=id\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), WindowsId=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct WindowsId\r\n )\r\n on WindowsId\r\n| where isnotnull(LicenseChanges)\r\n| where tostring(LicenseChanges.newValue) has \"Windows\"\r\n| project VMID=properties.targetResourceId, NewLicense=tostring(LicenseChanges.newValue), DateofChange=todatetime(properties.changeAttributes.timestamp)\r\n", - "size": 0, - "title": "VM Latest Change Last 7 days", - "noDataMessage": "AHB was not enabled in the last 7 days.", - "queryType": 1, - "resourceType": "microsoft.resourcegraph/resources", - "crossComponentResources": [ - "{Subscription}" - ] - }, - "conditionalVisibility": { - "parameterName": "AlwaysHidden", - "comparison": "isEqualTo", - "value": "true" + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\" | extend SubscriptionName=name \r\n| join (\r\nresources \r\n| where resourceGroup in ({ResourceGroup})\r\n| where type has \"microsoft.compute/virtualmachines\" or type =~ 'microsoft.compute/virtualMachineScaleSets'\r\n| where properties.storageProfile.osDisk.osType == \"Windows\"\r\n| extend OS=properties.storageProfile.imageReference.id\r\n| where isnotnull(OS)\r\n| extend ActualCores = toint(extract(\".[A-Z]([0-9]+)\", 1, tostring(properties.hardwareProfile.vmSize)))\r\n| where tostring(properties.['licenseType']) has 'Windows'\r\n| extend WindowsId=id, VMIDFull=id, VMName=name, VMLocation=location, VMRG=resourceGroup, OSType=tostring(properties.storageProfile.osDisk.osType), VMSize=tostring (properties.hardwareProfile.vmSize), ActualCores, LicenseType = tostring(properties.['licenseType']), VMSSize=tostring(sku.name), QuickFix=id\r\n ) on subscriptionId \r\n| order by type asc \r\n| project WindowsId,VMName,VMRG,VMSize, ActualCores,VMLocation,OSType, LicenseType, subscriptionId, QuickFix, VMIDFull\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), WindowsId=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct WindowsId\r\n )\r\n on WindowsId", + "size": 0, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ] + }, + "conditionalVisibility": { + "parameterName": "AlwaysHidden", + "comparison": "isEqualTo", + "value": "true" + }, + "name": "CustomImageAHBEnabled" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\" | extend SubscriptionName=name \r\n| join (\r\nresources \r\n| where resourceGroup in ({ResourceGroup})\r\n| where type has \"microsoft.compute/virtualmachines\" or type =~ 'microsoft.compute/virtualMachineScaleSets'\r\n| where properties.storageProfile.osDisk.osType != \"Windows\"\r\n| extend ActualCores = toint(extract(\".[A-Z]([0-9]+)\", 1, tostring(properties.hardwareProfile.vmSize)))\r\n| extend OS=properties.storageProfile.imageReference.id\r\n| where isnotnull(OS)\r\n| where tostring(properties.['licenseType']) has 'Windows'\r\n| extend WindowsId=id, VMIDFull=id, VMName=name, VMLocation=location, VMRG=resourceGroup, OSType=tostring(properties.storageProfile.osDisk.osType), VMSize=tostring (properties.hardwareProfile.vmSize), ActualCores, LicenseType = tostring(properties.['licenseType']), VMSSize=tostring(sku.name), QuickFix=id\r\n ) on subscriptionId \r\n| order by type asc \r\n| project WindowsId,VMName,VMRG,VMSize, ActualCores,VMLocation,OSType, LicenseType, subscriptionId, QuickFix, VMIDFull\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), WindowsId=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct WindowsId\r\n )\r\n on WindowsId", + "size": 0, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ] + }, + "conditionalVisibility": { + "parameterName": "AlwaysHidden", + "comparison": "isEqualTo", + "value": "True" + }, + "name": "CustomImageAHBDisabled" + }, + { + "type": 1, + "content": { + "json": "## Custom Images - Windows Azure Hybrid Benefit (AHB) Overview\r\n#### Note: This tab contains information only about Custom Images where the OS is Windows." + }, + "name": "AHB Overview" + }, + { + "type": 1, + "content": { + "json": "Each two-processor license or each set of 16-core licenses, either Datacenter or Standard editions, are entitled to two instances of up to 8 cores, or one instance of up to 16 cores.\r\n\r\nThe virtual machines (VMs) with less than 8 cores are categorized as **Low Priority**, while those with 8 or more cores are classified as **High Priority**. In situations where there are insufficient Azure Hybrid benefit licenses to cover all the VMs in the environment, it is recommended to prioritize the High Priority VMs.", + "style": "info" + }, + "name": "NUmber of Processors-CustomImages", + "styleSettings": { + "margin": "10px", + "showBorder": true + } + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\" | extend SubscriptionName=name, SubId=id\r\n| join (\r\nresources \r\n| where resourceGroup in ({ResourceGroup})\r\n| where type has \"microsoft.compute/virtualmachines\" or type =~ 'microsoft.compute/virtualMachineScaleSets'\r\n| where properties.storageProfile.osDisk.osType == \"Windows\"\r\n| extend OS=properties.storageProfile.imageReference.id\r\n| where isnotnull(OS)\r\n| extend WindowsId=id\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), WindowsId=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct WindowsId\r\n )\r\n on WindowsId\r\n| extend LicenseType = tostring(properties.['licenseType'])\r\n| extend CheckAHBWindows = case(\r\n type == 'microsoft.compute/virtualmachines' or type =~ 'microsoft.compute/virtualMachineScaleSets', iif((properties.['licenseType'])\r\n !has 'Windows' and (properties.virtualMachineProfile.['licenseType']) !has 'Windows' , \"AHB Not Enabled\", \"AHB Enabled\"),\r\n \"Not Windows\"\r\n )\r\n) on subscriptionId \r\n| summarize count() by CheckAHBWindows, SubId, SubscriptionName\r\n", + "size": 0, + "title": "Summary of Windows VMs with or without AHB per Subscription", + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "table", + "gridSettings": { + "formatters": [ + { + "columnMatch": "SubId", + "formatter": 5 }, - "name": "VM Latest Change Last 7 days" + { + "columnMatch": "SubscriptionName", + "formatter": 5 + } + ], + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "SubscriptionName" + ], + "finalBy": "SubscriptionName" }, - { - "type": 3, - "content": { - "version": "KqlItem/1.0", - "query": "{\"version\":\"ARMEndpoint/1.0\",\"data\":null,\"headers\":[],\"method\":\"GET\",\"path\":\"/subscriptions/{SingleSubHidden}/providers/Microsoft.Compute/skus?$filter=location eq '{Location}'\",\"urlParams\":[{\"key\":\"api-version\",\"value\":\"2021-07-01\"}],\"batchDisabled\":false,\"transformers\":[{\"type\":\"jsonpath\",\"settings\":{\"tablePath\":\"$.*[?(@.resourceType=='virtualMachines')]\",\"columns\":[{\"path\":\"name\",\"columnid\":\"Name\"},{\"path\":\"capabilities[?(@.name=='vCPUs')].value\",\"columnid\":\"vCPUs\"},{\"path\":\"capabilities[?(@.name=='MemoryGB')].value\",\"columnid\":\"MemoryGB\"},{\"path\":\"capabilities[?(@.name=='MaxNetworkInterfaces')].value\",\"columnid\":\"MaxNetworkInterfaces\"},{\"path\":\"capabilities[?(@.name=='HyperVGenerations')].value\",\"columnid\":\"HyperVGenerations\"},{\"path\":\"capabilities[?(@.name=='vCPUsPerCore')].value\",\"columnid\":\"vCPUsPerCore\"}]}}]}", - "size": 0, - "title": "Get VM vCPU", - "exportParameterName": "ResourceSKU", - "showExportToExcel": true, - "queryType": 12, - "gridSettings": { - "rowLimit": 5000 - } + "labelSettings": [ + { + "columnId": "CheckAHBWindows", + "label": "Is AHB enabled?" }, - "conditionalVisibility": { - "parameterName": "AlwaysHidden", - "comparison": "isEqualTo", - "value": "true" + { + "columnId": "SubscriptionName", + "label": "Subscription Name" }, - "name": "query - Get VM vCPU" + { + "columnId": "count_", + "label": "Number of resources" + } + ] + }, + "sortBy": [], + "tileSettings": { + "titleContent": { + "columnMatch": "CheckAHBWindows", + "formatter": 1 }, - { - "type": 1, - "content": { - "json": "## Windows Azure Hybrid Benefit (AHB) Overview" - }, - "name": "AHB Overview" + "subtitleContent": { + "columnMatch": "SubscriptionName", + "formatter": 1 }, - { - "type": 1, - "content": { - "json": "Each two-processor license or each set of 16-core licenses, either Datacenter or Standard editions, are entitled to two instances of up to 8 cores, or one instance of up to 16 cores.\r\n\r\nThe virtual machines (VMs) with less than 8 cores are categorized as **Low Priority**, while those with 8 or more cores are classified as **High Priority**. In situations where there are insufficient Azure Hybrid benefit licenses to cover all the VMs in the environment, it is recommended to prioritize the High Priority VMs.", - "style": "info" - }, - "name": "NUmber of Processors", - "styleSettings": { - "margin": "10px", - "showBorder": true + "leftContent": { + "columnMatch": "count_", + "formatter": 12, + "formatOptions": { + "palette": "auto" } }, - { - "type": 3, - "content": { - "version": "KqlItem/1.0", - "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\" | extend SubscriptionName=name \r\n| join (\r\nresources \r\n| where resourceGroup in ({ResourceGroup})\r\n| where type =~ 'microsoft.compute/virtualmachines'\r\n| where tostring(properties.storageProfile.osDisk.osType) == 'Windows'\r\n| extend WindowsId=id\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), WindowsId=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct WindowsId\r\n )\r\n on WindowsId\r\n| extend LicenseType = tostring(properties.['licenseType'])\r\n| extend CheckAHBWindows = case(\r\n type == 'microsoft.compute/virtualmachines' or type =~ 'microsoft.compute/virtualMachineScaleSets', iif((properties.['licenseType'])\r\n !has 'Windows' and (properties.virtualMachineProfile.['licenseType']) !has 'Windows' , \"AHB Not Enabled\", \"AHB Enabled\"),\r\n \"Not Windows\"\r\n )\r\n) on subscriptionId \r\n| summarize count() by SubscriptionName, CheckAHBWindows\r\n", - "size": 0, - "title": "Summary of Windows VMs with or without AHB per Subscription", - "showRefreshButton": true, - "showExportToExcel": true, - "queryType": 1, - "resourceType": "microsoft.resourcegraph/resources", - "crossComponentResources": [ - "{Subscription}" - ], - "visualization": "table", - "gridSettings": { - "sortBy": [ - { - "itemKey": "SubscriptionName", - "sortOrder": 1 - } - ], - "labelSettings": [ - { - "columnId": "SubscriptionName", + "showBorder": false, + "size": "auto" + }, + "chartSettings": { + "xAxis": "SubscriptionName" + } + }, + "customWidth": "50", + "name": "Summary of Windows VMs with or without AHB per Subscription - Custom Images" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\" | extend SubscriptionName=name \r\n| join (\r\nresources \r\n| where resourceGroup in ({ResourceGroup})\r\n| where type has \"microsoft.compute/virtualmachines\" or type =~ 'microsoft.compute/virtualMachineScaleSets'\r\n| where properties.storageProfile.osDisk.osType == \"Windows\"\r\n| extend OS=properties.storageProfile.imageReference.id\r\n| where isnotnull(OS)\r\n| extend WindowsId=id\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), WindowsId=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct WindowsId\r\n )\r\n on WindowsId\r\n| extend LicenseType = tostring(properties.['licenseType'])\r\n| extend CheckAHBWindows = case(\r\n type == 'microsoft.compute/virtualmachines' or type =~ 'microsoft.compute/virtualMachineScaleSets', iif((properties.['licenseType'])\r\n !has 'Windows' and (properties.virtualMachineProfile.['licenseType']) !has 'Windows' , \"AHB Not Enabled\", \"AHB Enabled\"),\r\n \"Not Windows\"\r\n )\r\n) on subscriptionId \r\n| summarize count() by CheckAHBWindows", + "size": 0, + "title": "Summary of Windows VMs with or without AHB", + "showRefreshButton": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "piechart" + }, + "customWidth": "50", + "name": "Summary of Windows VMs with or without AHB-CustomImages" + }, + { + "type": 1, + "content": { + "json": "### Consumed Licenses\r\nTotal number of Windows licenses cores consumed by all Windows virtual machines.\r\n", + "style": "info" + }, + "customWidth": "50", + "name": "Consumed Licenses-CustomImages" + }, + { + "type": 1, + "content": { + "json": "### Number of required Cores to enable Windows Azure Hybrid Benefit\r\nNumber of cores required to enable AHB across the entire environment.", + "style": "info" + }, + "customWidth": "50", + "name": "Number of required Cores-CustomImages" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\",\"mergeType\":\"table\",\"leftTable\":\"CustomImageAHBEnabled\"}],\"projectRename\":[{\"originalName\":\"[CustomImageAHBEnabled].WindowsId\",\"mergedName\":\"WindowsId\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].VMName\",\"mergedName\":\"VMName\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].VMRG\",\"mergedName\":\"VMRG\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].VMSize\",\"mergedName\":\"VMSize\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].ActualCores\",\"mergedName\":\"ActualCores\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].VMLocation\",\"mergedName\":\"VMLocation\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].OSType\",\"mergedName\":\"OSType\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].subscriptionId\",\"mergedName\":\"subscriptionId\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].QuickFix\",\"mergedName\":\"QuickFix\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].VMIDFull\",\"mergedName\":\"VMIDFull\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].WindowsId1\",\"mergedName\":\"WindowsId1\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[Added column]\",\"mergedName\":\"Prioritize AHB\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"ActualCores\",\"operator\":\"<=\",\"rightValType\":\"static\",\"rightVal\":\"8\",\"resultValType\":\"static\",\"resultVal\":\"Low Priority\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"static\",\"resultVal\":\"High Priority\"}}]},{\"originalName\":\"[Added column]\",\"mergedName\":\"ConsumedCores\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"ActualCores\",\"operator\":\"<=\",\"rightValType\":\"static\",\"rightVal\":\"8\",\"resultValType\":\"expression\",\"resultVal\":\"8\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"column\",\"resultVal\":\"ActualCores\"}}]}]}", + "size": 0, + "title": "Consumed Cores per AHB Priority", + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 7, + "visualization": "piechart", + "chartSettings": { + "yAxis": [ + "ConsumedCores" + ], + "group": "Prioritize AHB", + "createOtherGroup": null + } + }, + "customWidth": "33", + "showPin": false, + "name": "ConsumedCoresPerAhubpriority-CustomImages" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\",\"mergeType\":\"table\",\"leftTable\":\"CustomImageAHBEnabled\"}],\"projectRename\":[{\"originalName\":\"[CustomImageAHBEnabled].WindowsId\",\"mergedName\":\"WindowsId\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].VMName\",\"mergedName\":\"VMName\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].VMRG\",\"mergedName\":\"VMRG\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].VMSize\",\"mergedName\":\"VMSize\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].ActualCores\",\"mergedName\":\"ActualCores\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].VMLocation\",\"mergedName\":\"VMLocation\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].OSType\",\"mergedName\":\"OSType\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].subscriptionId\",\"mergedName\":\"subscriptionId\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].QuickFix\",\"mergedName\":\"QuickFix\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].VMIDFull\",\"mergedName\":\"VMIDFull\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].WindowsId1\",\"mergedName\":\"WindowsId1\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[Added column]\",\"mergedName\":\"Prioritize AHB\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"ActualCores\",\"operator\":\"<=\",\"rightValType\":\"static\",\"rightVal\":\"8\",\"resultValType\":\"static\",\"resultVal\":\"Low Priority\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"static\",\"resultVal\":\"High Priority\"}}]},{\"originalName\":\"[Added column]\",\"mergedName\":\"ConsumedCores\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"ActualCores\",\"operator\":\"<=\",\"rightValType\":\"static\",\"rightVal\":\"8\",\"resultValType\":\"expression\",\"resultVal\":\"8\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"column\",\"resultVal\":\"ActualCores\"}}]}]}", + "size": 0, + "title": "Consumed Cores per VM", + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 7, + "visualization": "piechart", + "chartSettings": { + "yAxis": [ + "ConsumedCores" + ], + "group": "VMName", + "createOtherGroup": null + } + }, + "customWidth": "30", + "showPin": false, + "name": "ConsumedCoresPerVM-CustomImages" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\",\"mergeType\":\"table\",\"leftTable\":\"CustomImageAHBDisabled\"}],\"projectRename\":[{\"originalName\":\"[Added column]\",\"mergedName\":\"Prioritize AHB\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"ActualCores\",\"operator\":\"<=\",\"rightValType\":\"static\",\"rightVal\":\"8\",\"resultValType\":\"static\",\"resultVal\":\"Low Priority\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"static\",\"resultVal\":\"High Priority\"}}]},{\"originalName\":\"[Added column]\",\"mergedName\":\"ConsumedCores\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"ActualCores\",\"operator\":\"<=\",\"rightValType\":\"static\",\"rightVal\":\"8\",\"resultValType\":\"expression\",\"resultVal\":\"8\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"column\",\"resultVal\":\"ActualCores\"}}]},{\"originalName\":\"[CustomImageAHBDisabled].WindowsId\",\"mergedName\":\"WindowsId\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBDisabled].VMName\",\"mergedName\":\"VMName\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBDisabled].VMRG\",\"mergedName\":\"VMRG\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBDisabled].VMSize\",\"mergedName\":\"VMSize\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBDisabled].ActualCores\",\"mergedName\":\"ActualCores\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBDisabled].VMLocation\",\"mergedName\":\"VMLocation\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBDisabled].OSType\",\"mergedName\":\"OSType\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBDisabled].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBDisabled].subscriptionId\",\"mergedName\":\"subscriptionId\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBDisabled].QuickFix\",\"mergedName\":\"QuickFix\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBDisabled].VMIDFull\",\"mergedName\":\"VMIDFull\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBDisabled].WindowsId1\",\"mergedName\":\"WindowsId1\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"}]}", + "size": 0, + "title": "Required CPU cores for AHB activation on remaining VMs", + "noDataMessage": "All VMs within the current scope have AHB enabled", + "noDataMessageStyle": 3, + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 7, + "visualization": "piechart", + "chartSettings": { + "yAxis": [ + "ConsumedCores" + ], + "group": "VMName", + "createOtherGroup": null + } + }, + "customWidth": "36", + "showPin": false, + "name": "CoresNotEnabledperAHBPriority-CustomImages" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "parameters": [ + { + "id": "ae5e8765-47ef-46a6-803b-6b7124c098d2", + "version": "KqlParameterItem/1.0", + "name": "AHBEnabled", + "label": "See VMs with AHB", + "type": 2, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "jsonData": "[\r\n {\"value\":\"Yes\"},\r\n {\"value\":\"No\", \"selected\":true}\r\n]\r\n\r\n", + "timeContext": { + "durationMs": 86400000 + } + }, + { + "id": "f1ac5e53-253c-4afb-8bc5-b1ba2efea3eb", + "version": "KqlParameterItem/1.0", + "name": "AHBDisabled", + "label": "See VMs without AHB", + "type": 2, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "jsonData": "[\r\n {\"value\":\"Yes\"},\r\n {\"value\":\"No\", \"selected\":true}\r\n]\r\n\r\n" + } + ], + "style": "pills", + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces" + }, + "name": "VM AHB Enabled - CustomImages" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\",\"mergeType\":\"table\",\"leftTable\":\"ConsumedCoresPerAhubpriority-CustomImages\"}],\"projectRename\":[{\"originalName\":\"[ConsumedCoresPerAhubpriority-CustomImages].WindowsId\",\"mergedName\":\"WindowsId\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[ConsumedCoresPerAhubpriority-CustomImages].VMName\",\"mergedName\":\"VMName\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[ConsumedCoresPerAhubpriority-CustomImages].VMRG\",\"mergedName\":\"VMRG\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[ConsumedCoresPerAhubpriority-CustomImages].VMSize\",\"mergedName\":\"VMSize\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[ConsumedCoresPerAhubpriority-CustomImages].ActualCores\",\"mergedName\":\"ActualCores\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[ConsumedCoresPerAhubpriority-CustomImages].ConsumedCores\",\"mergedName\":\"ConsumedCores\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[ConsumedCoresPerAhubpriority-CustomImages].Prioritize AHB\",\"mergedName\":\"Prioritize AHB\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[ConsumedCoresPerAhubpriority-CustomImages].VMLocation\",\"mergedName\":\"VMLocation\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[ConsumedCoresPerAhubpriority-CustomImages].OSType\",\"mergedName\":\"OSType\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[ConsumedCoresPerAhubpriority-CustomImages].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[ConsumedCoresPerAhubpriority-CustomImages].subscriptionId\",\"mergedName\":\"subscriptionId\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[ConsumedCoresPerAhubpriority-CustomImages].QuickFix\",\"mergedName\":\"QuickFix\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[ConsumedCoresPerAhubpriority-CustomImages].VMIDFull\",\"mergedName\":\"VMIDFull\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[ConsumedCoresPerAhubpriority-CustomImages].WindowsId1\",\"mergedName\":\"WindowsId1\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"}]}", + "size": 0, + "title": "VMs with Azure Hybrid Benefit enabled", + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 7, + "gridSettings": { + "formatters": [ + { + "columnMatch": "WindowsId", + "formatter": 13, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "Prioritize AHB", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "Low Priority", + "representation": "2", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "High Priority", + "representation": "success", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "unknown", + "text": "{0}{1}" + } + ] + } + }, + { + "columnMatch": "subscriptionId", + "formatter": 5 + }, + { + "columnMatch": "QuickFix", + "formatter": 5 + }, + { + "columnMatch": "VMIDFull", + "formatter": 5 + }, + { + "columnMatch": "WindowsId1", + "formatter": 5 + } + ], + "labelSettings": [ + { + "columnId": "WindowsId", + "label": "ResourceId" + }, + { + "columnId": "VMName", + "label": "VM name" + }, + { + "columnId": "VMRG", + "label": "Resource group" + }, + { + "columnId": "VMSize", + "label": "SKU" + }, + { + "columnId": "ActualCores", + "label": "Number of cores" + }, + { + "columnId": "ConsumedCores", + "label": "Consumed cores" + }, + { + "columnId": "Prioritize AHB", + "label": "AHB priority" + }, + { + "columnId": "VMLocation", + "label": "Location" + }, + { + "columnId": "OSType", + "label": "OS" + }, + { + "columnId": "LicenseType", + "label": "License" + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "AHBEnabled", + "comparison": "isEqualTo", + "value": "Yes" + }, + "showPin": false, + "name": "VmsAHBEnabeld-CustomImages" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\",\"mergeType\":\"table\",\"leftTable\":\"CoresNotEnabledperAHBPriority-CustomImages\"}],\"projectRename\":[{\"originalName\":\"[CoresNotEnabledperAHBPriority-CustomImages].WindowsId\",\"mergedName\":\"WindowsId\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[CoresNotEnabledperAHBPriority-CustomImages].VMName\",\"mergedName\":\"VMName\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[CoresNotEnabledperAHBPriority-CustomImages].VMRG\",\"mergedName\":\"VMRG\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[CoresNotEnabledperAHBPriority-CustomImages].VMSize\",\"mergedName\":\"VMSize\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[CoresNotEnabledperAHBPriority-CustomImages].ActualCores\",\"mergedName\":\"ActualCores\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[CoresNotEnabledperAHBPriority-CustomImages].ConsumedCores\",\"mergedName\":\"ConsumedCores\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[CoresNotEnabledperAHBPriority-CustomImages].Prioritize AHB\",\"mergedName\":\"Prioritize AHB\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[CoresNotEnabledperAHBPriority-CustomImages].VMLocation\",\"mergedName\":\"VMLocation\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[CoresNotEnabledperAHBPriority-CustomImages].OSType\",\"mergedName\":\"OSType\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[CoresNotEnabledperAHBPriority-CustomImages].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[CoresNotEnabledperAHBPriority-CustomImages].subscriptionId\",\"mergedName\":\"subscriptionId\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[CoresNotEnabledperAHBPriority-CustomImages].QuickFix\",\"mergedName\":\"QuickFix\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[CoresNotEnabledperAHBPriority-CustomImages].VMIDFull\",\"mergedName\":\"VMIDFull\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[CoresNotEnabledperAHBPriority-CustomImages].WindowsId1\",\"mergedName\":\"WindowsId1\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"}]}", + "size": 0, + "title": "VMs with Azure Hybrid Benefit not enabled", + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 7, + "gridSettings": { + "formatters": [ + { + "columnMatch": "WindowsId", + "formatter": 13, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "Prioritize AHB", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "Low Priority", + "representation": "2", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "High Priority", + "representation": "success", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "unknown", + "text": "{0}{1}" + } + ] + } + }, + { + "columnMatch": "subscriptionId", + "formatter": 5 + }, + { + "columnMatch": "QuickFix", + "formatter": 5 + }, + { + "columnMatch": "VMIDFull", + "formatter": 5 + }, + { + "columnMatch": "WindowsId1", + "formatter": 5 + } + ], + "labelSettings": [ + { + "columnId": "WindowsId", + "label": "ResourceId" + }, + { + "columnId": "VMName", + "label": "VM name" + }, + { + "columnId": "VMRG", + "label": "Resource group" + }, + { + "columnId": "VMSize", + "label": "SKU" + }, + { + "columnId": "ActualCores", + "label": "Number of cores" + }, + { + "columnId": "ConsumedCores", + "label": "Consumed cores" + }, + { + "columnId": "Prioritize AHB", + "label": "AHB priority" + }, + { + "columnId": "VMLocation", + "label": "Location" + }, + { + "columnId": "OSType", + "label": "OS" + }, + { + "columnId": "LicenseType", + "label": "License" + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "AHBDisabled", + "comparison": "isEqualTo", + "value": "Yes" + }, + "showPin": false, + "name": "VmsAHBDisabled-CustomImages" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "CustomImages" + }, + "name": "CustomImages" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 11, + "content": { + "version": "LinkItem/1.0", + "style": "tabs", + "links": [ + { + "id": "3f12a4b6-b18d-4191-8c1c-6045a7edcb6b", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "Windows Server ESU licenses", + "subTarget": "windowsEsu", + "style": "link" + }, + { + "id": "0ca197b7-6f96-4def-9be4-dc26bb09538a", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "Windows Server Management enabled by Azure Arc", + "subTarget": "arcAHB", + "style": "link" + } + ] + }, + "name": "links - 1" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "title": "Windows Server ESU licenses", + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "// Run query to see results.\r\nresources\r\n| where type =~ 'microsoft.hybridcompute/machines'\r\n| extend esuEligibility = properties.licenseProfile.esuProfile.esuEligibility\r\n| where esuEligibility =~ \"Eligible\"\r\n| extend agentVersion = tostring(properties.agentVersion)\r\n| extend parsedAgentVersion = parse_version(agentVersion)\r\n| where parsedAgentVersion >= parse_version(\"1.34\")\r\n| extend machineId = tolower(id)\r\n| join kind=leftouter(\r\n resources\r\n | where type =~ \"microsoft.hybridcompute/machines/licenseProfiles\"\r\n | extend machineId = tolower(tostring(trim_end(@\"\\/\\w+\\/(\\w|\\.)+\", id)))\r\n | extend licenseId = tolower(tostring(properties.esuProfile.assignedLicense))\r\n) on $left.machineId == $right.machineId\r\n| join kind=leftouter (\r\n resources\r\n | where type =~ \"microsoft.hybridcompute/licenses\"\r\n | extend licenseId = tolower(id)\r\n) on licenseId\r\n| extend status = case(\r\n properties.status =~ 'Connected', 'Connected',\r\n properties.status =~ 'Disconnected', 'Offline',\r\n properties.status =~ 'Error', 'Error',\r\n properties.status =~ 'Expired', 'Expired',\r\n 'Unknown')\r\n| extend operatingSystem = properties.osSku\r\n| extend esuStatus = case(\r\n (properties.licenseProfile.esuProfile.licenseAssignmentState =~ 'Assigned' and properties2.licenseDetails.state =~ 'Activated'), 'Enabled',\r\n properties.licenseProfile.esuProfile.licenseAssignmentState =~ 'NotAssigned' and properties.licenseProfile.esuProfile.esuKeyState =~ 'Active', 'Enabled by Volume License',\r\n properties.licenseProfile.esuProfile.licenseAssignmentState =~ 'Assigned' and properties2.licenseDetails.state =~ 'Deactivated' and properties.licenseProfile.esuProfile.esuKeyState =~ 'Inactive', 'License deactivated',\r\n properties.licenseProfile.esuProfile.licenseAssignmentState =~ 'NotAssigned' and properties.licenseProfile.esuProfile.esuKeyState =~ 'Inactive', 'Not enabled',\r\n 'Unknown'\r\n)\r\n| project name, status, operatingSystem, esuStatus\r\n| summarize count() by esuStatus", + "size": 0, + "title": "Coverage Summary", + "showRefreshButton": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "piechart", + "chartSettings": { + "yAxis": [ + "count_" + ], + "showLegend": true, + "seriesLabelSettings": [ + { + "seriesName": "Not enabled", + "color": "red" + }, + { + "seriesName": "Enabled", + "color": "green" + }, + { + "seriesName": "Enabled by Volume License", + "color": "greenDarkDark" + }, + { + "seriesName": "License deactivated", + "color": "yellow" + } + ] + } + }, + "name": "coverageSummary" + }, + { + "type": 1, + "content": { + "json": "## Review Your Current License Usage\r\n\r\nTo review your current license usage, go to the [Azure Arc](https://ms.portal.azure.com/#view/Microsoft_Azure_ArcCenterUX/ArcCenterMenuBlade/~/usageOverview) resource blade.\r\n\r\n", + "style": "info" + }, + "name": "text - 5" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "parameters": [ + { + "id": "16791a28-f78e-4b26-a2e9-a9fbbda915df", + "version": "KqlParameterItem/1.0", + "name": "eligibleResources", + "label": "View eligible resources?", + "type": 2, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "jsonData": "[\r\n {\"value\":\"Yes\"},\r\n {\"value\":\"No\", \"selected\":true}\r\n]\r\n\r\n", + "timeContext": { + "durationMs": 86400000 + } + }, + { + "id": "e24ddae0-37c5-46a7-b52f-b307baaa6f51", + "version": "KqlParameterItem/1.0", + "name": "eligibleLicenses", + "label": "View eligible licenses?", + "type": 2, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "jsonData": "[\r\n {\"value\":\"Yes\"},\r\n {\"value\":\"No\", \"selected\":true}\r\n]\r\n\r\n", + "timeContext": { + "durationMs": 86400000 + } + } + ], + "style": "pills", + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces" + }, + "name": "parameters - 5" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "title": "Eligible Resources", + "items": [ + { + "type": 1, + "content": { + "json": "Windows Server 2012 or 2012 R2 machines running Arc agent version below 1.34 are ineligible for Extended Security Updates (ESUs). Upgrade to the latest version of the Azure Arc agent to allow enabling ESU on these machines.\r\n\r\n", + "style": "info" + }, + "name": "txtEligibleResources" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "// Run query to see results.\r\nresources\r\n| where type =~ 'microsoft.hybridcompute/machines'\r\n| extend esuEligibility = properties.licenseProfile.esuProfile.esuEligibility\r\n| where esuEligibility =~ \"Eligible\"\r\n| extend agentVersion = tostring(properties.agentVersion)\r\n| extend parsedAgentVersion = parse_version(agentVersion)\r\n| where parsedAgentVersion >= parse_version(\"1.34\")\r\n| extend machineId = tolower(id)\r\n| join kind=leftouter(\r\n resources\r\n | where type =~ \"microsoft.hybridcompute/machines/licenseProfiles\"\r\n | extend machineId = tolower(tostring(trim_end(@\"\\/\\w+\\/(\\w|\\.)+\", id)))\r\n | extend licenseId = tolower(tostring(properties.esuProfile.assignedLicense))\r\n) on $left.machineId == $right.machineId\r\n| join kind=leftouter (\r\n resources\r\n | where type =~ \"microsoft.hybridcompute/licenses\"\r\n | extend licenseId = tolower(id)\r\n) on licenseId\r\n| extend status = case(\r\n properties.status =~ 'Connected', 'Connected',\r\n properties.status =~ 'Disconnected', 'Offline',\r\n properties.status =~ 'Error', 'Error',\r\n properties.status =~ 'Expired', 'Expired',\r\n 'Unknown')\r\n| extend operatingSystem = properties.osSku\r\n| extend esuStatus = case(\r\n (properties.licenseProfile.esuProfile.licenseAssignmentState =~ 'Assigned' and properties2.licenseDetails.state =~ 'Activated'), 'Enabled',\r\n properties.licenseProfile.esuProfile.licenseAssignmentState =~ 'NotAssigned' and properties.licenseProfile.esuProfile.esuKeyState =~ 'Active', 'Enabled by Volume License',\r\n properties.licenseProfile.esuProfile.licenseAssignmentState =~ 'Assigned' and properties2.licenseDetails.state =~ 'Deactivated' and properties.licenseProfile.esuProfile.esuKeyState =~ 'Inactive', 'License deactivated',\r\n properties.licenseProfile.esuProfile.licenseAssignmentState =~ 'NotAssigned' and properties.licenseProfile.esuProfile.esuKeyState =~ 'Inactive', 'Not enabled',\r\n 'Unknown'\r\n)\r\n| extend esuStatusIcon = case(\r\n (properties.licenseProfile.esuProfile.licenseAssignmentState =~ 'Assigned' and properties2.licenseDetails.state =~ 'Activated'), '8',\r\n properties.licenseProfile.esuProfile.licenseAssignmentState =~ 'NotAssigned' and properties.licenseProfile.esuProfile.esuKeyState =~ 'Active', '9',\r\n properties.licenseProfile.esuProfile.licenseAssignmentState =~ 'Assigned' and properties2.licenseDetails.state =~ 'Deactivated' and properties.licenseProfile.esuProfile.esuKeyState =~ 'Inactive', '9',\r\n properties.licenseProfile.esuProfile.licenseAssignmentState =~ 'NotAssigned' or properties.licenseProfile.esuProfile.esuKeyState =~ 'Inactive', '7',\r\n '91'\r\n)\r\n| project name, status, resourceGroup, subscriptionId, operatingSystem, id, type, location, kind, tags, esuStatus, esuStatusIcon, agentVersion\r\n| extend subscriptionDisplayName=case(subscriptionId =~ 'e75c95f3-27b4-410f-a40e-2b9153a807dd','AEther Dev',subscriptionId =~ '823ca539-d44d-43ee-8dc8-023fd4f27396','AIOps_FailureSimulation_DevTest',subscriptionId =~ 'b2a328a7-ffff-4c09-b643-a4758cf170bc','AISC-DEV-02',subscriptionId =~ 'eef8b6d5-94da-4b36-9327-a662f2674efb','AISC-EngSys-01',subscriptionId =~ 'e0fd569c-e34a-4249-8c24-e8d723c7f054','AML - Responsible AI R&D',subscriptionId =~ 'f1d79e73-f8e3-4b10-bfdb-4207ca0723ed','AML Infra - Engineering System',subscriptionId =~ 'dad45786-32e5-4ef3-b90e-8e0838fbadb6','AnE.ExP.NonProduction',subscriptionId =~ '017ad81c-b730-4564-9109-9b763243a9a6','Anomaly Real Time-DevTest',subscriptionId =~ 'e686ef8c-d35d-4e9b-92f8-caaaa7948c0a','Applied Sciences Group Dev',subscriptionId =~ '6e967edb-425b-4a33-ae98-f1d2c509dda3','Arc enabled Infrastructure - Demo',subscriptionId =~ '710c6ed8-d8d9-4c51-b100-dc4d9e10dd18','ARC-ESU-TESTING-03',subscriptionId =~ '2145a411-d149-4010-84d4-40fe8a55db44','ARM Test Environment',subscriptionId =~ 'e2a8a7b3-cb7a-4930-9c79-2b0eb7bf843c','ASZ_Lab_Hardware_Dev_1',subscriptionId =~ '4c33a6bb-d566-4d0b-8951-00b55a91fba8','AzPIESecurity-DEV-Apple',subscriptionId =~ 'b65b516b-415b-4c68-a254-bfa7411275f8','Azure CloudES CDP ER - Test',subscriptionId =~ '6785ea1f-ac40-4244-a9ce-94b12fd832ca','Azure Migrate Demo Subscription',subscriptionId =~ '8c3c936a-c09b-4de3-830b-3f5f244d72e9','Azure Migrate Program Management Team',subscriptionId =~ '432a7068-99ae-4975-ad38-d96b71172cdf','Azure Profiler - Testing',subscriptionId =~ 'caffe3c0-acbd-4d01-af76-a45f421bfb64','Azure_Base_LivesiteArmory_test',subscriptionId =~ 'a1920ebd-59b7-4f19-af9f-5e80599e88e4','Babel',subscriptionId =~ 'b43a6159-1bea-4fa2-9407-e875fdc0ff55','BAP IA EU Schrems (P)',subscriptionId =~ 'ae71ef11-a03f-4b4f-a0e6-ef144727c711','Bing MM Measurement',subscriptionId =~ '8ef80208-601f-4c83-802e-751d211745f9','CloudAnalytics_Prod1',subscriptionId =~ 'f7b4a5ce-d3bd-4a03-84fe-8bcad772c8c1','Cog Services Computer Vision',subscriptionId =~ '38dbd059-bd26-4172-af17-bcc5a00744de','Core-ES-STREAM-DeXDI',subscriptionId =~ '87e8a61c-4832-4cfe-8b72-c12554f2309a','Cosmos_C&E_Azure_Azure Resource Manager_100424',subscriptionId =~ '8c4b5b03-3b24-4ed0-91f5-a703cd91b412','Cosmos_C&E_Azure_AzureEngineeringSystems_100200',subscriptionId =~ 'b988efc7-1bc8-4a73-b4a2-5ad864580250','Cosmos_C&E_DPG_Big Data_100036',subscriptionId =~ '6121bf73-2dc9-47ac-8b6a-c6ae4b88ef39','Cost Management PM',subscriptionId =~ '44074499-ad9f-45b9-9b0b-f594f8736a45','CSX-WSD-CFE-TNT-QPP',subscriptionId =~ '3cd01953-be46-4f9b-a4e0-26f19f428765','CSX-WSD-CFE-TNT-TOOLKITHUB',subscriptionId =~ '60214a3c-65a2-46f8-8b32-f959f2454106','Data Pillar Security Tooling',subscriptionId =~ 'f7c445af-a4de-4264-9e87-3196d6bc384d','Efficiency Pack Services (MSIT)',subscriptionId =~ '86f010b8-6473-4cb9-90c1-671c74faa4ee','emilyzhu dev subscription',subscriptionId =~ 'f3326bfd-5406-4136-a835-f64ccbfd9050','FTK @ MS',subscriptionId =~ 'd2c9544f-4329-4642-b73d-020e7fef844f','HPCScrub1',subscriptionId =~ 'bac420ed-c6fc-4a05-8ac1-8c0c52da1d6e','IDEAs MS Reporting',subscriptionId =~ '3cd95ff9-ac62-4b5c-8240-0cd046687ea0','Internal App Insights Resources for Perflens',subscriptionId =~ 'a386d5ea-ea90-441a-8263-d816368c84a1','IOT_PLATFORM_UPX_TEST',subscriptionId =~ '6a0ab98c-24d4-4131-8cd7-0a78bfce58f5','ITSM Integration - Production - New',subscriptionId =~ '13723929-6644-4060-a50a-cc38ebc5e8b1','LinuxMdsd Test',subscriptionId =~ '98b02a69-28a5-4ee7-a622-cd69c7a59c4e','Marvel Intelligence Model Training Subscription',subscriptionId =~ '1278a874-89fc-418c-b6b9-ac763b000415','Microsoft Azure Internal Consumption (nbrady)',subscriptionId =~ '29de2cfc-f00a-43bb-bdc8-3108795bd282','MSFT-Modern Device-Modern Mgmt-Imaging00',subscriptionId =~ '54b875cc-a81a-4914-8bfd-1a36bc7ddf4d','MSFT-WindowsVirtualDesktop-01',subscriptionId =~ '4dc2cd39-7a89-43d8-bebe-8bb501359891','Observability_AzMon_Grafana_Dev',subscriptionId =~ 'a471d615-ff98-4e80-b375-a19543d4691e','ODC-OneBox-Resources',subscriptionId =~ '1163fbbe-27e7-4b0f-8466-195fe5417043','Python_AI_Tools_PM_Team_Sub (jbinder)',subscriptionId =~ '3905431d-c062-4c17-8fd9-c51f89f334c4','Pytorch Build',subscriptionId =~ '3f577935-3138-4d07-86b3-75651b696483','Responsible & OpenAi Research',subscriptionId =~ '0f301386-8979-4981-acca-973d553078e7','Scope Team Test Subscription',subscriptionId =~ '1b0a5c20-7373-41a2-8fec-7364cceb7bbf','Services Hub Demo Open',subscriptionId =~ 'e72e5254-f265-4e95-9bd2-9ee8e7329051','Speech Services - DEV - SDK (carbon)',subscriptionId =~ 'a1c3dc6b-8630-4bb7-a29e-4ed4407c329b','Speech Services - EXP2',subscriptionId =~ '736af2bf-9fcb-4145-a19b-5b30b2b8949d','Trey International UK',subscriptionId =~ '51f73f67-1f29-4120-863e-dd315f743fc1','Trey Partner Lab 2',subscriptionId =~ '9ec51cfd-5ca7-4d76-8101-dd0a4abc5674','Trey Research Corporate',subscriptionId =~ '73c0021f-a37d-433f-8baa-7450cb54eea6','Trey Research Finance',subscriptionId =~ 'ed570627-0265-4620-bb42-bae06bcfa914','Trey Research IT',subscriptionId =~ '64e355d7-997c-491d-b0c1-8414dccfcf42','Trey Research R&D Playground',subscriptionId =~ '586f1d47-9dd9-43d5-b196-6e28f8405ff8','Trey Research R&D Production',subscriptionId =~ '9ec1d932-0f3f-486c-acc6-e7d78b358f9b','TScience',subscriptionId =~ '79f57c16-00fe-48da-87d4-5192e86cd047','TScienceGPU',subscriptionId =~ 'bac044cf-49e1-4843-8dda-1ce9662606c8','UI Fabric',subscriptionId =~ '6760347d-9ffe-41a9-ba11-c139dcea5ce6','xt-teams-migration-dev',subscriptionId =~ '45f9252d-e27e-4ed8-ab4e-dc5054de13fa','Contoso IT - Retail - Prod',subscriptionId)\r\n| where (type !~ ('dell.storage/filesystems'))\r\n| where (type !~ ('arizeai.observabilityeval/organizations'))\r\n| where (type !~ ('lambdatest.hyperexecute/organizations'))\r\n| where (type !~ ('pinecone.vectordb/organizations'))\r\n| where (type !~ ('microsoft.weightsandbiases/instances'))\r\n| where (type !~ ('purestorage.block/storagepools/avsstoragecontainers'))\r\n| where (type !~ ('purestorage.block/reservations'))\r\n| where (type !~ ('purestorage.block/storagepools'))\r\n| where (type !~ ('solarwinds.observability/organizations'))\r\n| where (type !~ ('splitio.experimentation/experimentationworkspaces'))\r\n| where (type !~ ('microsoft.agfoodplatform/farmbeats'))\r\n| where (type !~ ('microsoft.appsecurity/policies'))\r\n| where (type !~ ('microsoft.arc/all'))\r\n| where (type !~ ('microsoft.arc/allfairfax'))\r\n| where (type !~ ('microsoft.cdn/profiles/customdomains'))\r\n| where (type !~ ('microsoft.cdn/profiles/afdendpoints'))\r\n| where (type !~ ('microsoft.cdn/profiles/origingroups/origins'))\r\n| where (type !~ ('microsoft.cdn/profiles/origingroups'))\r\n| where (type !~ ('microsoft.cdn/profiles/afdendpoints/routes'))\r\n| where (type !~ ('microsoft.cdn/profiles/rulesets/rules'))\r\n| where (type !~ ('microsoft.cdn/profiles/rulesets'))\r\n| where (type !~ ('microsoft.cdn/profiles/secrets'))\r\n| where (type !~ ('microsoft.cdn/profiles/securitypolicies'))\r\n| where (type !~ ('microsoft.chaos/privateaccesses'))\r\n| where (type !~ ('microsoft.sovereign/transparencylogs'))\r\n| where (type !~ ('microsoft.sovereign/landingzoneconfigurations'))\r\n| where (type !~ ('microsoft.hardwaresecuritymodules/cloudhsmclusters'))\r\n| where (type !~ ('microsoft.compute/computefleetinstances'))\r\n| where (type !~ ('microsoft.compute/standbypoolinstance'))\r\n| where (type !~ ('microsoft.compute/virtualmachineflexinstances'))\r\n| where (type !~ ('microsoft.kubernetesconfiguration/extensions'))\r\n| where (type !~ ('microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/extensions'))\r\n| where (type !~ ('microsoft.kubernetes/connectedclusters/microsoft.kubernetesconfiguration/namespaces'))\r\n| where (type !~ ('microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/namespaces'))\r\n| where (type !~ ('microsoft.kubernetes/connectedclusters/microsoft.kubernetesconfiguration/fluxconfigurations'))\r\n| where (type !~ ('microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/fluxconfigurations'))\r\n| where (type !~ ('microsoft.portalservices/extensions/deployments'))\r\n| where (type !~ ('microsoft.portalservices/extensions'))\r\n| where (type !~ ('microsoft.portalservices/extensions/slots'))\r\n| where (type !~ ('microsoft.portalservices/extensions/versions'))\r\n| where (type !~ ('microsoft.datacollaboration/workspaces'))\r\n| where (type !~ ('microsoft.deviceregistry/devices'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/activedeployments'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/agents'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/deployments'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/deviceclasses'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/updates'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts'))\r\n| where (type !~ ('private.devtunnels/tunnelplans'))\r\n| where (type !~ ('private.easm/workspaces'))\r\n| where (type !~ ('microsoft.edgeorder/virtual_orderitems'))\r\n| where (type !~ ('microsoft.workloads/epicvirtualinstances'))\r\n| where (type !~ ('microsoft.fairfieldgardens/provisioningresources/provisioningpolicies'))\r\n| where (type !~ ('microsoft.fairfieldgardens/provisioningresources'))\r\n| where (type !~ ('microsoft.healthmodel/healthmodels'))\r\n| where (type !~ ('microsoft.hybridcompute/arcserverwithwac'))\r\n| where (type !~ ('microsoft.hybridcompute/machinessovereign'))\r\n| where (type !~ ('microsoft.hybridcompute/machinespaygo'))\r\n| where (type !~ ('microsoft.hybridcompute/machinessoftwareassurance'))\r\n| where (type !~ ('microsoft.network/virtualhubs')) or ((kind =~ ('routeserver')))\r\n| where (type !~ ('microsoft.network/networkvirtualappliances'))\r\n| where (type !~ ('microsoft.devhub/iacprofiles'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/files'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/filerequests'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/licenses'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/connectors'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/sharedstorages'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/storages'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/workloads'))\r\n| where (type !~ ('microsoft.insights/diagnosticsettings'))\r\n| where not((type =~ ('microsoft.network/serviceendpointpolicies')) and ((kind =~ ('internal'))))\r\n| where (type !~ ('microsoft.resources/resourcegraphvisualizer'))\r\n| where (type !~ ('microsoft.iotoperationsmq/mq'))\r\n| where (type !~ ('microsoft.orbital/cloudaccessrouters'))\r\n| where (type !~ ('microsoft.orbital/terminals'))\r\n| where (type !~ ('microsoft.orbital/sdwancontrollers'))\r\n| where (type !~ ('microsoft.orbital/geocatalogs'))\r\n| where (type !~ ('microsoft.recommendationsservice/accounts/modeling'))\r\n| where (type !~ ('microsoft.recommendationsservice/accounts/serviceendpoints'))\r\n| where (type !~ ('microsoft.recoveryservicesbvtd/vaults'))\r\n| where (type !~ ('microsoft.recoveryservicesbvtd2/vaults'))\r\n| where (type !~ ('microsoft.recoveryservicesintd/vaults'))\r\n| where (type !~ ('microsoft.recoveryservicesintd2/vaults'))\r\n| where (type !~ ('microsoft.resources/deletedresources'))\r\n| where (type !~ ('microsoft.deploymentmanager/rollouts'))\r\n| where (type !~ ('microsoft.features/featureprovidernamespaces/featureconfigurations'))\r\n| where (type !~ ('microsoft.saashub/cloudservices/hidden'))\r\n| where (type !~ ('microsoft.providerhub/providerregistrations'))\r\n| where (type !~ ('microsoft.providerhub/providerregistrations/customrollouts'))\r\n| where (type !~ ('microsoft.providerhub/providerregistrations/defaultrollouts'))\r\n| where (type !~ ('microsoft.edge/configurations'))\r\n| where not((type =~ ('microsoft.synapse/workspaces/sqlpools')) and ((kind =~ ('v3'))))\r\n| where (type !~ ('microsoft.mission/approvals'))\r\n| where (type !~ ('microsoft.mission/catalogs'))\r\n| where (type !~ ('microsoft.mission/communities'))\r\n| where (type !~ ('microsoft.mission/communities/communityendpoints'))\r\n| where (type !~ ('microsoft.mission/enclaveconnections'))\r\n| where (type !~ ('microsoft.mission/virtualenclaves/enclaveendpoints'))\r\n| where (type !~ ('microsoft.mission/communities/transithubs'))\r\n| where (type !~ ('microsoft.mission/virtualenclaves'))\r\n| where (type !~ ('microsoft.mission/virtualenclaves/workloads'))\r\n| where (type !~ ('microsoft.workloads/insights'))\r\n| where (type !~ ('microsoft.hanaonazure/sapmonitors'))\r\n| where (type !~ ('microsoft.cloudhealth/healthmodels'))\r\n| where (type !~ ('microsoft.connectedcache/enterprisemcccustomers/enterprisemcccachenodes'))\r\n| where not((type =~ ('microsoft.sql/servers/databases')) and ((kind in~ ('system','v2.0,system','v12.0,system','v12.0,system,serverless','v12.0,user,datawarehouse,gen2,analytics'))))\r\n| where not((type =~ ('microsoft.sql/servers')) and ((kind =~ ('v12.0,analytics'))))\r\n| where (type in~ ('Microsoft.HybridCompute/machinesEsu','Microsoft.HybridCompute/machines'))\r\n| project name,esuStatus,esuStatusIcon,operatingSystem,resourceGroup,subscriptionDisplayName,status,type,id,kind,location,subscriptionId,tags\r\n| sort by (tolower(tostring(name))) asc", + "size": 0, + "title": "Eligible resources", + "noDataMessage": "There are no eligible resources.", + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "esuStatusIcon", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "7", + "representation": "4", + "text": "" + }, + { + "operator": "==", + "thresholdValue": "9", + "representation": "warning", + "text": "" + }, + { + "operator": "==", + "thresholdValue": "8", + "representation": "success", + "text": "" + }, + { + "operator": "==", + "thresholdValue": "91", + "representation": "unknown", + "text": "{0}{1}" + }, + { + "sourceColumn": "esuStatus", + "operator": "Default", + "thresholdValue": null, + "representation": "unknown", + "text": "" + } + ] + } + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "eligibleResources", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "arcResources" + } + ] + }, + "conditionalVisibility": { + "parameterName": "eligibleResources", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "group-eligibleResources" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "title": "Eligible licenses", + "items": [ + { + "type": 1, + "content": { + "json": "Keep in mind, subscription read permissions are required to give accurate core count and usage information for your ESU licenses. Physical core based licenses are subject to different licensing guidelines and are excluded from this view.[Learn more.](https://learn.microsoft.com/azure/azure-arc/servers/license-extended-security-updates)", + "style": "info" + }, + "name": "txtLearnMoreLicense" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "// Run query to see results.\r\nresources\r\n| where type =~ \"microsoft.hybridcompute/licenses\"\r\n| extend sku = properties.licenseDetails.edition\r\n| extend totalCores = properties.licenseDetails.processors\r\n| extend coreType = case(\r\n properties.licenseDetails.type =~ 'vCore','Virtual core',\r\n properties.licenseDetails.type =~ 'pCore','Physical core',\r\n 'Unknown'\r\n)\r\n| extend statusIcon = case(\r\n properties.licenseDetails.state =~ 'Activated', '8',\r\n properties.licenseDetails.state =~ 'Deactivated', '7',\r\n '91'\r\n)\r\n| extend status = case(\r\n properties.licenseDetails.state =~ 'Activated', 'Activated',\r\n properties.licenseDetails.state =~ 'Deactivated','Deactivated',\r\n 'Unknown'\r\n)\r\n| extend licenseId = tolower(tostring(id)) // Depending on what is stored in license profile, might have to get the immutableId instead\r\n| join kind=leftouter(\r\n resources\r\n | where type =~ \"microsoft.hybridcompute/machines/licenseProfiles\"\r\n | extend machineId = tolower(tostring(trim_end(@\"\\/\\w+\\/(\\w|\\.)+\", id)))\r\n | extend licenseId = tolower(tostring(properties.esuProfile.assignedLicense))\r\n | summarize resources = count() by licenseId\r\n) on licenseId // Get count of license profile per license, a license profile is created for each machine that is assigned a license\r\n| extend resources = iff(isnull(resources), 0, resources)\r\n| project id, name, type, location, subscriptionId, resourceGroup, kind, tags, extendedLocation, sku, totalCores, coreType, status, statusIcon, resources\r\n| extend subscriptionDisplayName=case(subscriptionId =~ 'e75c95f3-27b4-410f-a40e-2b9153a807dd','AEther Dev',subscriptionId =~ '823ca539-d44d-43ee-8dc8-023fd4f27396','AIOps_FailureSimulation_DevTest',subscriptionId =~ 'b2a328a7-ffff-4c09-b643-a4758cf170bc','AISC-DEV-02',subscriptionId =~ 'eef8b6d5-94da-4b36-9327-a662f2674efb','AISC-EngSys-01',subscriptionId =~ 'e0fd569c-e34a-4249-8c24-e8d723c7f054','AML - Responsible AI R&D',subscriptionId =~ 'f1d79e73-f8e3-4b10-bfdb-4207ca0723ed','AML Infra - Engineering System',subscriptionId =~ 'dad45786-32e5-4ef3-b90e-8e0838fbadb6','AnE.ExP.NonProduction',subscriptionId =~ '017ad81c-b730-4564-9109-9b763243a9a6','Anomaly Real Time-DevTest',subscriptionId =~ 'e686ef8c-d35d-4e9b-92f8-caaaa7948c0a','Applied Sciences Group Dev',subscriptionId =~ '6e967edb-425b-4a33-ae98-f1d2c509dda3','Arc enabled Infrastructure - Demo',subscriptionId =~ '710c6ed8-d8d9-4c51-b100-dc4d9e10dd18','ARC-ESU-TESTING-03',subscriptionId =~ '2145a411-d149-4010-84d4-40fe8a55db44','ARM Test Environment',subscriptionId =~ 'e2a8a7b3-cb7a-4930-9c79-2b0eb7bf843c','ASZ_Lab_Hardware_Dev_1',subscriptionId =~ '4c33a6bb-d566-4d0b-8951-00b55a91fba8','AzPIESecurity-DEV-Apple',subscriptionId =~ 'b65b516b-415b-4c68-a254-bfa7411275f8','Azure CloudES CDP ER - Test',subscriptionId =~ '6785ea1f-ac40-4244-a9ce-94b12fd832ca','Azure Migrate Demo Subscription',subscriptionId =~ '8c3c936a-c09b-4de3-830b-3f5f244d72e9','Azure Migrate Program Management Team',subscriptionId =~ '432a7068-99ae-4975-ad38-d96b71172cdf','Azure Profiler - Testing',subscriptionId =~ 'caffe3c0-acbd-4d01-af76-a45f421bfb64','Azure_Base_LivesiteArmory_test',subscriptionId =~ 'a1920ebd-59b7-4f19-af9f-5e80599e88e4','Babel',subscriptionId =~ 'b43a6159-1bea-4fa2-9407-e875fdc0ff55','BAP IA EU Schrems (P)',subscriptionId =~ 'ae71ef11-a03f-4b4f-a0e6-ef144727c711','Bing MM Measurement',subscriptionId =~ '8ef80208-601f-4c83-802e-751d211745f9','CloudAnalytics_Prod1',subscriptionId =~ 'f7b4a5ce-d3bd-4a03-84fe-8bcad772c8c1','Cog Services Computer Vision',subscriptionId =~ '38dbd059-bd26-4172-af17-bcc5a00744de','Core-ES-STREAM-DeXDI',subscriptionId =~ '87e8a61c-4832-4cfe-8b72-c12554f2309a','Cosmos_C&E_Azure_Azure Resource Manager_100424',subscriptionId =~ '8c4b5b03-3b24-4ed0-91f5-a703cd91b412','Cosmos_C&E_Azure_AzureEngineeringSystems_100200',subscriptionId =~ 'b988efc7-1bc8-4a73-b4a2-5ad864580250','Cosmos_C&E_DPG_Big Data_100036',subscriptionId =~ '6121bf73-2dc9-47ac-8b6a-c6ae4b88ef39','Cost Management PM',subscriptionId =~ '44074499-ad9f-45b9-9b0b-f594f8736a45','CSX-WSD-CFE-TNT-QPP',subscriptionId =~ '3cd01953-be46-4f9b-a4e0-26f19f428765','CSX-WSD-CFE-TNT-TOOLKITHUB',subscriptionId =~ '60214a3c-65a2-46f8-8b32-f959f2454106','Data Pillar Security Tooling',subscriptionId =~ 'f7c445af-a4de-4264-9e87-3196d6bc384d','Efficiency Pack Services (MSIT)',subscriptionId =~ '86f010b8-6473-4cb9-90c1-671c74faa4ee','emilyzhu dev subscription',subscriptionId =~ 'f3326bfd-5406-4136-a835-f64ccbfd9050','FTK @ MS',subscriptionId =~ 'd2c9544f-4329-4642-b73d-020e7fef844f','HPCScrub1',subscriptionId =~ 'bac420ed-c6fc-4a05-8ac1-8c0c52da1d6e','IDEAs MS Reporting',subscriptionId =~ '3cd95ff9-ac62-4b5c-8240-0cd046687ea0','Internal App Insights Resources for Perflens',subscriptionId =~ 'a386d5ea-ea90-441a-8263-d816368c84a1','IOT_PLATFORM_UPX_TEST',subscriptionId =~ '6a0ab98c-24d4-4131-8cd7-0a78bfce58f5','ITSM Integration - Production - New',subscriptionId =~ '13723929-6644-4060-a50a-cc38ebc5e8b1','LinuxMdsd Test',subscriptionId =~ '98b02a69-28a5-4ee7-a622-cd69c7a59c4e','Marvel Intelligence Model Training Subscription',subscriptionId =~ '1278a874-89fc-418c-b6b9-ac763b000415','Microsoft Azure Internal Consumption (nbrady)',subscriptionId =~ '29de2cfc-f00a-43bb-bdc8-3108795bd282','MSFT-Modern Device-Modern Mgmt-Imaging00',subscriptionId =~ '54b875cc-a81a-4914-8bfd-1a36bc7ddf4d','MSFT-WindowsVirtualDesktop-01',subscriptionId =~ '4dc2cd39-7a89-43d8-bebe-8bb501359891','Observability_AzMon_Grafana_Dev',subscriptionId =~ 'a471d615-ff98-4e80-b375-a19543d4691e','ODC-OneBox-Resources',subscriptionId =~ '1163fbbe-27e7-4b0f-8466-195fe5417043','Python_AI_Tools_PM_Team_Sub (jbinder)',subscriptionId =~ '3905431d-c062-4c17-8fd9-c51f89f334c4','Pytorch Build',subscriptionId =~ '3f577935-3138-4d07-86b3-75651b696483','Responsible & OpenAi Research',subscriptionId =~ '0f301386-8979-4981-acca-973d553078e7','Scope Team Test Subscription',subscriptionId =~ '1b0a5c20-7373-41a2-8fec-7364cceb7bbf','Services Hub Demo Open',subscriptionId =~ 'e72e5254-f265-4e95-9bd2-9ee8e7329051','Speech Services - DEV - SDK (carbon)',subscriptionId =~ 'a1c3dc6b-8630-4bb7-a29e-4ed4407c329b','Speech Services - EXP2',subscriptionId =~ '736af2bf-9fcb-4145-a19b-5b30b2b8949d','Trey International UK',subscriptionId =~ '51f73f67-1f29-4120-863e-dd315f743fc1','Trey Partner Lab 2',subscriptionId =~ '9ec51cfd-5ca7-4d76-8101-dd0a4abc5674','Trey Research Corporate',subscriptionId =~ '73c0021f-a37d-433f-8baa-7450cb54eea6','Trey Research Finance',subscriptionId =~ 'ed570627-0265-4620-bb42-bae06bcfa914','Trey Research IT',subscriptionId =~ '64e355d7-997c-491d-b0c1-8414dccfcf42','Trey Research R&D Playground',subscriptionId =~ '586f1d47-9dd9-43d5-b196-6e28f8405ff8','Trey Research R&D Production',subscriptionId =~ '9ec1d932-0f3f-486c-acc6-e7d78b358f9b','TScience',subscriptionId =~ '79f57c16-00fe-48da-87d4-5192e86cd047','TScienceGPU',subscriptionId =~ 'bac044cf-49e1-4843-8dda-1ce9662606c8','UI Fabric',subscriptionId =~ '6760347d-9ffe-41a9-ba11-c139dcea5ce6','xt-teams-migration-dev',subscriptionId =~ '45f9252d-e27e-4ed8-ab4e-dc5054de13fa','Contoso IT - Retail - Prod',subscriptionId)\r\n| where (type !~ ('dell.storage/filesystems'))\r\n| where (type !~ ('arizeai.observabilityeval/organizations'))\r\n| where (type !~ ('lambdatest.hyperexecute/organizations'))\r\n| where (type !~ ('pinecone.vectordb/organizations'))\r\n| where (type !~ ('microsoft.weightsandbiases/instances'))\r\n| where (type !~ ('purestorage.block/storagepools/avsstoragecontainers'))\r\n| where (type !~ ('purestorage.block/reservations'))\r\n| where (type !~ ('purestorage.block/storagepools'))\r\n| where (type !~ ('solarwinds.observability/organizations'))\r\n| where (type !~ ('splitio.experimentation/experimentationworkspaces'))\r\n| where (type !~ ('microsoft.agfoodplatform/farmbeats'))\r\n| where (type !~ ('microsoft.appsecurity/policies'))\r\n| where (type !~ ('microsoft.arc/all'))\r\n| where (type !~ ('microsoft.arc/allfairfax'))\r\n| where (type !~ ('microsoft.cdn/profiles/customdomains'))\r\n| where (type !~ ('microsoft.cdn/profiles/afdendpoints'))\r\n| where (type !~ ('microsoft.cdn/profiles/origingroups/origins'))\r\n| where (type !~ ('microsoft.cdn/profiles/origingroups'))\r\n| where (type !~ ('microsoft.cdn/profiles/afdendpoints/routes'))\r\n| where (type !~ ('microsoft.cdn/profiles/rulesets/rules'))\r\n| where (type !~ ('microsoft.cdn/profiles/rulesets'))\r\n| where (type !~ ('microsoft.cdn/profiles/secrets'))\r\n| where (type !~ ('microsoft.cdn/profiles/securitypolicies'))\r\n| where (type !~ ('microsoft.chaos/privateaccesses'))\r\n| where (type !~ ('microsoft.sovereign/transparencylogs'))\r\n| where (type !~ ('microsoft.sovereign/landingzoneconfigurations'))\r\n| where (type !~ ('microsoft.hardwaresecuritymodules/cloudhsmclusters'))\r\n| where (type !~ ('microsoft.compute/computefleetinstances'))\r\n| where (type !~ ('microsoft.compute/standbypoolinstance'))\r\n| where (type !~ ('microsoft.compute/virtualmachineflexinstances'))\r\n| where (type !~ ('microsoft.kubernetesconfiguration/extensions'))\r\n| where (type !~ ('microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/extensions'))\r\n| where (type !~ ('microsoft.kubernetes/connectedclusters/microsoft.kubernetesconfiguration/namespaces'))\r\n| where (type !~ ('microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/namespaces'))\r\n| where (type !~ ('microsoft.kubernetes/connectedclusters/microsoft.kubernetesconfiguration/fluxconfigurations'))\r\n| where (type !~ ('microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/fluxconfigurations'))\r\n| where (type !~ ('microsoft.portalservices/extensions/deployments'))\r\n| where (type !~ ('microsoft.portalservices/extensions'))\r\n| where (type !~ ('microsoft.portalservices/extensions/slots'))\r\n| where (type !~ ('microsoft.portalservices/extensions/versions'))\r\n| where (type !~ ('microsoft.datacollaboration/workspaces'))\r\n| where (type !~ ('microsoft.deviceregistry/devices'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/activedeployments'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/agents'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/deployments'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/deviceclasses'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/updates'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts'))\r\n| where (type !~ ('private.devtunnels/tunnelplans'))\r\n| where (type !~ ('private.easm/workspaces'))\r\n| where (type !~ ('microsoft.edgeorder/virtual_orderitems'))\r\n| where (type !~ ('microsoft.workloads/epicvirtualinstances'))\r\n| where (type !~ ('microsoft.fairfieldgardens/provisioningresources/provisioningpolicies'))\r\n| where (type !~ ('microsoft.fairfieldgardens/provisioningresources'))\r\n| where (type !~ ('microsoft.healthmodel/healthmodels'))\r\n| where (type !~ ('microsoft.hybridcompute/arcserverwithwac'))\r\n| where (type !~ ('microsoft.hybridcompute/machinessovereign'))\r\n| where (type !~ ('microsoft.hybridcompute/machinesesu'))\r\n| where (type !~ ('microsoft.hybridcompute/machinespaygo'))\r\n| where (type !~ ('microsoft.hybridcompute/machinessoftwareassurance'))\r\n| where (type !~ ('microsoft.network/virtualhubs')) or ((kind =~ ('routeserver')))\r\n| where (type !~ ('microsoft.network/networkvirtualappliances'))\r\n| where (type !~ ('microsoft.devhub/iacprofiles'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/files'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/filerequests'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/licenses'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/connectors'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/sharedstorages'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/storages'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/workloads'))\r\n| where (type !~ ('microsoft.insights/diagnosticsettings'))\r\n| where not((type =~ ('microsoft.network/serviceendpointpolicies')) and ((kind =~ ('internal'))))\r\n| where (type !~ ('microsoft.resources/resourcegraphvisualizer'))\r\n| where (type !~ ('microsoft.iotoperationsmq/mq'))\r\n| where (type !~ ('microsoft.orbital/cloudaccessrouters'))\r\n| where (type !~ ('microsoft.orbital/terminals'))\r\n| where (type !~ ('microsoft.orbital/sdwancontrollers'))\r\n| where (type !~ ('microsoft.orbital/geocatalogs'))\r\n| where (type !~ ('microsoft.recommendationsservice/accounts/modeling'))\r\n| where (type !~ ('microsoft.recommendationsservice/accounts/serviceendpoints'))\r\n| where (type !~ ('microsoft.recoveryservicesbvtd/vaults'))\r\n| where (type !~ ('microsoft.recoveryservicesbvtd2/vaults'))\r\n| where (type !~ ('microsoft.recoveryservicesintd/vaults'))\r\n| where (type !~ ('microsoft.recoveryservicesintd2/vaults'))\r\n| where (type !~ ('microsoft.resources/deletedresources'))\r\n| where (type !~ ('microsoft.deploymentmanager/rollouts'))\r\n| where (type !~ ('microsoft.features/featureprovidernamespaces/featureconfigurations'))\r\n| where (type !~ ('microsoft.saashub/cloudservices/hidden'))\r\n| where (type !~ ('microsoft.providerhub/providerregistrations'))\r\n| where (type !~ ('microsoft.providerhub/providerregistrations/customrollouts'))\r\n| where (type !~ ('microsoft.providerhub/providerregistrations/defaultrollouts'))\r\n| where (type !~ ('microsoft.edge/configurations'))\r\n| where not((type =~ ('microsoft.synapse/workspaces/sqlpools')) and ((kind =~ ('v3'))))\r\n| where (type !~ ('microsoft.mission/approvals'))\r\n| where (type !~ ('microsoft.mission/catalogs'))\r\n| where (type !~ ('microsoft.mission/communities'))\r\n| where (type !~ ('microsoft.mission/communities/communityendpoints'))\r\n| where (type !~ ('microsoft.mission/enclaveconnections'))\r\n| where (type !~ ('microsoft.mission/virtualenclaves/enclaveendpoints'))\r\n| where (type !~ ('microsoft.mission/communities/transithubs'))\r\n| where (type !~ ('microsoft.mission/virtualenclaves'))\r\n| where (type !~ ('microsoft.mission/virtualenclaves/workloads'))\r\n| where (type !~ ('microsoft.workloads/insights'))\r\n| where (type !~ ('microsoft.hanaonazure/sapmonitors'))\r\n| where (type !~ ('microsoft.cloudhealth/healthmodels'))\r\n| where (type !~ ('microsoft.connectedcache/enterprisemcccustomers/enterprisemcccachenodes'))\r\n| where not((type =~ ('microsoft.sql/servers/databases')) and ((kind in~ ('system','v2.0,system','v12.0,system','v12.0,system,serverless','v12.0,user,datawarehouse,gen2,analytics'))))\r\n| where not((type =~ ('microsoft.sql/servers')) and ((kind =~ ('v12.0,analytics'))))\r\n| project name,sku,totalCores,coreType,status,statusIcon,resources,id,resourceGroup,subscriptionDisplayName,type,kind,location,subscriptionId,tags\r\n| sort by (tolower(tostring(name))) asc", + "size": 0, + "title": "Eligible licenses", + "noDataMessage": "There are no eligible licenses.", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ] + }, + "conditionalVisibility": { + "parameterName": "eligibleLicenses", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "arclicenses" + } + ] + }, + "conditionalVisibility": { + "parameterName": "eligibleLicenses", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "group-eligibleLicenses" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "windowsEsu" + }, + "name": "group-Esu" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "title": "Windows Server Management enabled by Azure Arc", + "items": [ + { + "type": 1, + "content": { + "json": "## Benefits of Windows Server Management with Azure Arc\r\n\r\nWindows Server Management enabled by Azure Arc offers customers with Windows Server licenses that have active Software Assurances or Windows Server licenses that are active subscription licenses a few benefits, including access to Azure Update Management, Azure Change Tracking and Inventory and Windwos best practices assessment. FOr the full list of benefits, visit [Windows Server Management enabled by Azure Arc.](https://learn.microsoft.com/azure/azure-arc/servers/windows-server-management-overview?tabs=portal)\r\n\r\n", + "style": "info" + }, + "name": "text - 5" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "// Run query to see results.\r\nresources\r\n| where type =~ \"microsoft.hybridcompute/machines\" and isempty(kind)\r\n| extend status = properties.status\r\n| extend operatingSystem = properties.osSku\r\n| where properties.osType =~ 'windows'\r\n| extend licenseProfile = properties.licenseProfile\r\n| extend licenseStatus = tostring(licenseProfile.licenseStatus)\r\n| extend licenseChannel = tostring(licenseProfile.licenseChannel)\r\n| extend productSubscriptionStatus = tostring(licenseProfile.productProfile.subscriptionStatus)\r\n| extend softwareAssurance = licenseProfile.softwareAssurance\r\n| extend softwareAssuranceCustomer = licenseProfile.softwareAssurance.softwareAssuranceCustomer\r\n| extend benefitsStatus = case(\r\n softwareAssuranceCustomer == true, \"Activated\",\r\n (licenseStatus =~ \"Licensed\" and licenseChannel =~ \"PGS:TB\") or productSubscriptionStatus =~ \"Enabled\", \"Activated via Pay-as-you-go\",\r\n isnull(softwareAssurance) or isnull(softwareAssuranceCustomer) or softwareAssuranceCustomer == false, \"Not activated\",\r\n \"Not activated\")\r\n| extend benefitsStatusIcon = case(\r\n softwareAssuranceCustomer == true, \"8\",\r\n softwareAssuranceCustomer == true, \"8\",\r\n (licenseStatus =~ \"Licensed\" and licenseChannel =~ \"PGS:TB\") or productSubscriptionStatus =~ \"Enabled\", \"8\",\r\n isnull(softwareAssurance) or isnull(softwareAssuranceCustomer) or softwareAssuranceCustomer == false, \"7\",\r\n \"7\")\r\n| project name, status, benefitsStatus, benefitsStatusIcon, resourceGroup, subscriptionId, operatingSystem, id, type, location, kind, tags\r\n| where (type !~ ('dell.storage/filesystems'))\r\n| where (type !~ ('arizeai.observabilityeval/organizations'))\r\n| where (type !~ ('lambdatest.hyperexecute/organizations'))\r\n| where (type !~ ('pinecone.vectordb/organizations'))\r\n| where (type !~ ('microsoft.weightsandbiases/instances'))\r\n| where (type !~ ('purestorage.block/storagepools/avsstoragecontainers'))\r\n| where (type !~ ('purestorage.block/reservations'))\r\n| where (type !~ ('purestorage.block/storagepools'))\r\n| where (type !~ ('solarwinds.observability/organizations'))\r\n| where (type !~ ('splitio.experimentation/experimentationworkspaces'))\r\n| where (type !~ ('microsoft.agfoodplatform/farmbeats'))\r\n| where (type !~ ('microsoft.appsecurity/policies'))\r\n| where (type !~ ('microsoft.arc/all'))\r\n| where (type !~ ('microsoft.arc/allfairfax'))\r\n| where (type !~ ('microsoft.cdn/profiles/customdomains'))\r\n| where (type !~ ('microsoft.cdn/profiles/afdendpoints'))\r\n| where (type !~ ('microsoft.cdn/profiles/origingroups/origins'))\r\n| where (type !~ ('microsoft.cdn/profiles/origingroups'))\r\n| where (type !~ ('microsoft.cdn/profiles/afdendpoints/routes'))\r\n| where (type !~ ('microsoft.cdn/profiles/rulesets/rules'))\r\n| where (type !~ ('microsoft.cdn/profiles/rulesets'))\r\n| where (type !~ ('microsoft.cdn/profiles/secrets'))\r\n| where (type !~ ('microsoft.cdn/profiles/securitypolicies'))\r\n| where (type !~ ('microsoft.chaos/privateaccesses'))\r\n| where (type !~ ('microsoft.sovereign/transparencylogs'))\r\n| where (type !~ ('microsoft.sovereign/landingzoneconfigurations'))\r\n| where (type !~ ('microsoft.hardwaresecuritymodules/cloudhsmclusters'))\r\n| where (type !~ ('microsoft.compute/computefleetinstances'))\r\n| where (type !~ ('microsoft.compute/standbypoolinstance'))\r\n| where (type !~ ('microsoft.compute/virtualmachineflexinstances'))\r\n| where (type !~ ('microsoft.kubernetesconfiguration/extensions'))\r\n| where (type !~ ('microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/extensions'))\r\n| where (type !~ ('microsoft.kubernetes/connectedclusters/microsoft.kubernetesconfiguration/namespaces'))\r\n| where (type !~ ('microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/namespaces'))\r\n| where (type !~ ('microsoft.kubernetes/connectedclusters/microsoft.kubernetesconfiguration/fluxconfigurations'))\r\n| where (type !~ ('microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/fluxconfigurations'))\r\n| where (type !~ ('microsoft.portalservices/extensions/deployments'))\r\n| where (type !~ ('microsoft.portalservices/extensions'))\r\n| where (type !~ ('microsoft.portalservices/extensions/slots'))\r\n| where (type !~ ('microsoft.portalservices/extensions/versions'))\r\n| where (type !~ ('microsoft.datacollaboration/workspaces'))\r\n| where (type !~ ('microsoft.deviceregistry/devices'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/activedeployments'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/agents'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/deployments'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/deviceclasses'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/updates'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts'))\r\n| where (type !~ ('private.devtunnels/tunnelplans'))\r\n| where (type !~ ('private.easm/workspaces'))\r\n| where (type !~ ('microsoft.edgeorder/virtual_orderitems'))\r\n| where (type !~ ('microsoft.workloads/epicvirtualinstances'))\r\n| where (type !~ ('microsoft.fairfieldgardens/provisioningresources/provisioningpolicies'))\r\n| where (type !~ ('microsoft.fairfieldgardens/provisioningresources'))\r\n| where (type !~ ('microsoft.healthmodel/healthmodels'))\r\n| where (type !~ ('microsoft.hybridcompute/arcserverwithwac'))\r\n| where (type !~ ('microsoft.hybridcompute/machinessovereign'))\r\n| where (type !~ ('microsoft.hybridcompute/machinesesu'))\r\n| where (type !~ ('microsoft.hybridcompute/machinespaygo'))\r\n| where (type !~ ('microsoft.network/virtualhubs')) or ((kind =~ ('routeserver')))\r\n| where (type !~ ('microsoft.network/networkvirtualappliances'))\r\n| where (type !~ ('microsoft.devhub/iacprofiles'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/files'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/filerequests'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/licenses'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/connectors'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/sharedstorages'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/storages'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/workloads'))\r\n| where (type !~ ('microsoft.insights/diagnosticsettings'))\r\n| where not((type =~ ('microsoft.network/serviceendpointpolicies')) and ((kind =~ ('internal'))))\r\n| where (type !~ ('microsoft.resources/resourcegraphvisualizer'))\r\n| where (type !~ ('microsoft.iotoperationsmq/mq'))\r\n| where (type !~ ('microsoft.orbital/cloudaccessrouters'))\r\n| where (type !~ ('microsoft.orbital/terminals'))\r\n| where (type !~ ('microsoft.orbital/sdwancontrollers'))\r\n| where (type !~ ('microsoft.orbital/geocatalogs'))\r\n| where (type !~ ('microsoft.recommendationsservice/accounts/modeling'))\r\n| where (type !~ ('microsoft.recommendationsservice/accounts/serviceendpoints'))\r\n| where (type !~ ('microsoft.recoveryservicesbvtd/vaults'))\r\n| where (type !~ ('microsoft.recoveryservicesbvtd2/vaults'))\r\n| where (type !~ ('microsoft.recoveryservicesintd/vaults'))\r\n| where (type !~ ('microsoft.recoveryservicesintd2/vaults'))\r\n| where (type !~ ('microsoft.resources/deletedresources'))\r\n| where (type !~ ('microsoft.deploymentmanager/rollouts'))\r\n| where (type !~ ('microsoft.features/featureprovidernamespaces/featureconfigurations'))\r\n| where (type !~ ('microsoft.saashub/cloudservices/hidden'))\r\n| where (type !~ ('microsoft.providerhub/providerregistrations'))\r\n| where (type !~ ('microsoft.providerhub/providerregistrations/customrollouts'))\r\n| where (type !~ ('microsoft.providerhub/providerregistrations/defaultrollouts'))\r\n| where (type !~ ('microsoft.edge/configurations'))\r\n| where not((type =~ ('microsoft.synapse/workspaces/sqlpools')) and ((kind =~ ('v3'))))\r\n| where (type !~ ('microsoft.mission/approvals'))\r\n| where (type !~ ('microsoft.mission/catalogs'))\r\n| where (type !~ ('microsoft.mission/communities'))\r\n| where (type !~ ('microsoft.mission/communities/communityendpoints'))\r\n| where (type !~ ('microsoft.mission/enclaveconnections'))\r\n| where (type !~ ('microsoft.mission/virtualenclaves/enclaveendpoints'))\r\n| where (type !~ ('microsoft.mission/communities/transithubs'))\r\n| where (type !~ ('microsoft.mission/virtualenclaves'))\r\n| where (type !~ ('microsoft.mission/virtualenclaves/workloads'))\r\n| where (type !~ ('microsoft.workloads/insights'))\r\n| where (type !~ ('microsoft.hanaonazure/sapmonitors'))\r\n| where (type !~ ('microsoft.cloudhealth/healthmodels'))\r\n| where (type !~ ('microsoft.connectedcache/enterprisemcccustomers/enterprisemcccachenodes'))\r\n| where not((type =~ ('microsoft.sql/servers/databases')) and ((kind in~ ('system','v2.0,system','v12.0,system','v12.0,system,serverless','v12.0,user,datawarehouse,gen2,analytics'))))\r\n| where not((type =~ ('microsoft.sql/servers')) and ((kind =~ ('v12.0,analytics'))))\r\n| where (type in~ ('Microsoft.HybridCompute/machinesSoftwareAssurance','Microsoft.HybridCompute/machines'))\r\n| project name,benefitsStatus,benefitsStatusIcon,status,resourceGroup,operatingSystem,id,type,kind,location,subscriptionId\r\n| summarize count() by benefitsStatus", + "size": 0, + "title": "Coverage Summary", + "showRefreshButton": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "piechart", + "chartSettings": { + "yAxis": [ + "count_" + ], + "showLegend": true, + "seriesLabelSettings": [ + { + "seriesName": "Not activated", + "color": "red" + }, + { + "seriesName": "Activated", + "color": "green" + }, + { + "seriesName": "Activated via Pay-as-you-go", + "color": "greenDarkDark" + } + ] + } + }, + "name": "coverageSummary" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "parameters": [ + { + "id": "16791a28-f78e-4b26-a2e9-a9fbbda915df", + "version": "KqlParameterItem/1.0", + "name": "eligibleResources", + "label": "View eligible resources?", + "type": 2, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "jsonData": "[\r\n {\"value\":\"Yes\"},\r\n {\"value\":\"No\", \"selected\":true}\r\n]\r\n\r\n", + "timeContext": { + "durationMs": 86400000 + }, + "value": "Yes" + } + ], + "style": "pills", + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces" + }, + "name": "parameters - 5" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "title": "Eligible Resources", + "items": [ + { + "type": 1, + "content": { + "json": "To enable Windows Server Management with Azure Arc, visit the [Arc service blade.](https://ms.portal.azure.com/#view/Microsoft_Azure_ArcCenterUX/ArcCenterMenuBlade/~/softwareAssurance)\r\n\r\n", + "style": "info" + }, + "name": "txtEligibleAHBResources" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "// Run query to see results.\r\nresources\r\n| where type =~ \"microsoft.hybridcompute/machines\" and isempty(kind)\r\n| extend status = properties.status\r\n| extend operatingSystem = properties.osSku\r\n| where properties.osType =~ 'windows'\r\n| extend licenseProfile = properties.licenseProfile\r\n| extend licenseStatus = tostring(licenseProfile.licenseStatus)\r\n| extend licenseChannel = tostring(licenseProfile.licenseChannel)\r\n| extend productSubscriptionStatus = tostring(licenseProfile.productProfile.subscriptionStatus)\r\n| extend softwareAssurance = licenseProfile.softwareAssurance\r\n| extend softwareAssuranceCustomer = licenseProfile.softwareAssurance.softwareAssuranceCustomer\r\n| extend benefitsStatus = case(\r\n softwareAssuranceCustomer == true, \"Activated\",\r\n (licenseStatus =~ \"Licensed\" and licenseChannel =~ \"PGS:TB\") or productSubscriptionStatus =~ \"Enabled\", \"Activated via Pay-as-you-go\",\r\n isnull(softwareAssurance) or isnull(softwareAssuranceCustomer) or softwareAssuranceCustomer == false, \"Not activated\",\r\n \"Not activated\")\r\n| extend benefitsStatusIcon = case(\r\n softwareAssuranceCustomer == true, \"8\",\r\n softwareAssuranceCustomer == true, \"8\",\r\n (licenseStatus =~ \"Licensed\" and licenseChannel =~ \"PGS:TB\") or productSubscriptionStatus =~ \"Enabled\", \"8\",\r\n isnull(softwareAssurance) or isnull(softwareAssuranceCustomer) or softwareAssuranceCustomer == false, \"7\",\r\n \"7\")\r\n| project name, status, benefitsStatus, benefitsStatusIcon, resourceGroup, subscriptionId, operatingSystem, id, type, location, kind, tags\r\n| where (type !~ ('dell.storage/filesystems'))\r\n| where (type !~ ('arizeai.observabilityeval/organizations'))\r\n| where (type !~ ('lambdatest.hyperexecute/organizations'))\r\n| where (type !~ ('pinecone.vectordb/organizations'))\r\n| where (type !~ ('microsoft.weightsandbiases/instances'))\r\n| where (type !~ ('purestorage.block/storagepools/avsstoragecontainers'))\r\n| where (type !~ ('purestorage.block/reservations'))\r\n| where (type !~ ('purestorage.block/storagepools'))\r\n| where (type !~ ('solarwinds.observability/organizations'))\r\n| where (type !~ ('splitio.experimentation/experimentationworkspaces'))\r\n| where (type !~ ('microsoft.agfoodplatform/farmbeats'))\r\n| where (type !~ ('microsoft.appsecurity/policies'))\r\n| where (type !~ ('microsoft.arc/all'))\r\n| where (type !~ ('microsoft.arc/allfairfax'))\r\n| where (type !~ ('microsoft.cdn/profiles/customdomains'))\r\n| where (type !~ ('microsoft.cdn/profiles/afdendpoints'))\r\n| where (type !~ ('microsoft.cdn/profiles/origingroups/origins'))\r\n| where (type !~ ('microsoft.cdn/profiles/origingroups'))\r\n| where (type !~ ('microsoft.cdn/profiles/afdendpoints/routes'))\r\n| where (type !~ ('microsoft.cdn/profiles/rulesets/rules'))\r\n| where (type !~ ('microsoft.cdn/profiles/rulesets'))\r\n| where (type !~ ('microsoft.cdn/profiles/secrets'))\r\n| where (type !~ ('microsoft.cdn/profiles/securitypolicies'))\r\n| where (type !~ ('microsoft.chaos/privateaccesses'))\r\n| where (type !~ ('microsoft.sovereign/transparencylogs'))\r\n| where (type !~ ('microsoft.sovereign/landingzoneconfigurations'))\r\n| where (type !~ ('microsoft.hardwaresecuritymodules/cloudhsmclusters'))\r\n| where (type !~ ('microsoft.compute/computefleetinstances'))\r\n| where (type !~ ('microsoft.compute/standbypoolinstance'))\r\n| where (type !~ ('microsoft.compute/virtualmachineflexinstances'))\r\n| where (type !~ ('microsoft.kubernetesconfiguration/extensions'))\r\n| where (type !~ ('microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/extensions'))\r\n| where (type !~ ('microsoft.kubernetes/connectedclusters/microsoft.kubernetesconfiguration/namespaces'))\r\n| where (type !~ ('microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/namespaces'))\r\n| where (type !~ ('microsoft.kubernetes/connectedclusters/microsoft.kubernetesconfiguration/fluxconfigurations'))\r\n| where (type !~ ('microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/fluxconfigurations'))\r\n| where (type !~ ('microsoft.portalservices/extensions/deployments'))\r\n| where (type !~ ('microsoft.portalservices/extensions'))\r\n| where (type !~ ('microsoft.portalservices/extensions/slots'))\r\n| where (type !~ ('microsoft.portalservices/extensions/versions'))\r\n| where (type !~ ('microsoft.datacollaboration/workspaces'))\r\n| where (type !~ ('microsoft.deviceregistry/devices'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/activedeployments'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/agents'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/deployments'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/deviceclasses'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/updates'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts'))\r\n| where (type !~ ('private.devtunnels/tunnelplans'))\r\n| where (type !~ ('private.easm/workspaces'))\r\n| where (type !~ ('microsoft.edgeorder/virtual_orderitems'))\r\n| where (type !~ ('microsoft.workloads/epicvirtualinstances'))\r\n| where (type !~ ('microsoft.fairfieldgardens/provisioningresources/provisioningpolicies'))\r\n| where (type !~ ('microsoft.fairfieldgardens/provisioningresources'))\r\n| where (type !~ ('microsoft.healthmodel/healthmodels'))\r\n| where (type !~ ('microsoft.hybridcompute/arcserverwithwac'))\r\n| where (type !~ ('microsoft.hybridcompute/machinessovereign'))\r\n| where (type !~ ('microsoft.hybridcompute/machinesesu'))\r\n| where (type !~ ('microsoft.hybridcompute/machinespaygo'))\r\n| where (type !~ ('microsoft.network/virtualhubs')) or ((kind =~ ('routeserver')))\r\n| where (type !~ ('microsoft.network/networkvirtualappliances'))\r\n| where (type !~ ('microsoft.devhub/iacprofiles'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/files'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/filerequests'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/licenses'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/connectors'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/sharedstorages'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/storages'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/workloads'))\r\n| where (type !~ ('microsoft.insights/diagnosticsettings'))\r\n| where not((type =~ ('microsoft.network/serviceendpointpolicies')) and ((kind =~ ('internal'))))\r\n| where (type !~ ('microsoft.resources/resourcegraphvisualizer'))\r\n| where (type !~ ('microsoft.iotoperationsmq/mq'))\r\n| where (type !~ ('microsoft.orbital/cloudaccessrouters'))\r\n| where (type !~ ('microsoft.orbital/terminals'))\r\n| where (type !~ ('microsoft.orbital/sdwancontrollers'))\r\n| where (type !~ ('microsoft.orbital/geocatalogs'))\r\n| where (type !~ ('microsoft.recommendationsservice/accounts/modeling'))\r\n| where (type !~ ('microsoft.recommendationsservice/accounts/serviceendpoints'))\r\n| where (type !~ ('microsoft.recoveryservicesbvtd/vaults'))\r\n| where (type !~ ('microsoft.recoveryservicesbvtd2/vaults'))\r\n| where (type !~ ('microsoft.recoveryservicesintd/vaults'))\r\n| where (type !~ ('microsoft.recoveryservicesintd2/vaults'))\r\n| where (type !~ ('microsoft.resources/deletedresources'))\r\n| where (type !~ ('microsoft.deploymentmanager/rollouts'))\r\n| where (type !~ ('microsoft.features/featureprovidernamespaces/featureconfigurations'))\r\n| where (type !~ ('microsoft.saashub/cloudservices/hidden'))\r\n| where (type !~ ('microsoft.providerhub/providerregistrations'))\r\n| where (type !~ ('microsoft.providerhub/providerregistrations/customrollouts'))\r\n| where (type !~ ('microsoft.providerhub/providerregistrations/defaultrollouts'))\r\n| where (type !~ ('microsoft.edge/configurations'))\r\n| where not((type =~ ('microsoft.synapse/workspaces/sqlpools')) and ((kind =~ ('v3'))))\r\n| where (type !~ ('microsoft.mission/approvals'))\r\n| where (type !~ ('microsoft.mission/catalogs'))\r\n| where (type !~ ('microsoft.mission/communities'))\r\n| where (type !~ ('microsoft.mission/communities/communityendpoints'))\r\n| where (type !~ ('microsoft.mission/enclaveconnections'))\r\n| where (type !~ ('microsoft.mission/virtualenclaves/enclaveendpoints'))\r\n| where (type !~ ('microsoft.mission/communities/transithubs'))\r\n| where (type !~ ('microsoft.mission/virtualenclaves'))\r\n| where (type !~ ('microsoft.mission/virtualenclaves/workloads'))\r\n| where (type !~ ('microsoft.workloads/insights'))\r\n| where (type !~ ('microsoft.hanaonazure/sapmonitors'))\r\n| where (type !~ ('microsoft.cloudhealth/healthmodels'))\r\n| where (type !~ ('microsoft.connectedcache/enterprisemcccustomers/enterprisemcccachenodes'))\r\n| where not((type =~ ('microsoft.sql/servers/databases')) and ((kind in~ ('system','v2.0,system','v12.0,system','v12.0,system,serverless','v12.0,user,datawarehouse,gen2,analytics'))))\r\n| where not((type =~ ('microsoft.sql/servers')) and ((kind =~ ('v12.0,analytics'))))\r\n| where (type in~ ('Microsoft.HybridCompute/machinesSoftwareAssurance','Microsoft.HybridCompute/machines'))\r\n| project name,benefitsStatus,benefitsStatusIcon,status,resourceGroup,operatingSystem,id,type,kind,location,subscriptionId\r\n| sort by (tolower(tostring(name))) asc", + "size": 0, + "title": "Eligible resources", + "noDataMessage": "There are no eligible resources.", + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "benefitsStatusIcon", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "7", + "representation": "3", + "text": "" + }, + { + "operator": "==", + "thresholdValue": "8", + "representation": "success", + "text": "" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "unknown", + "text": "" + } + ] + } + }, + { + "columnMatch": "esuStatusIcon", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "7", + "representation": "4", + "text": "" + }, + { + "operator": "==", + "thresholdValue": "9", + "representation": "warning", + "text": "" + }, + { + "operator": "==", + "thresholdValue": "8", + "representation": "success", + "text": "" + }, + { + "operator": "==", + "thresholdValue": "91", + "representation": "unknown", + "text": "{0}{1}" + }, + { + "sourceColumn": "esuStatus", + "operator": "Default", + "thresholdValue": null, + "representation": "unknown", + "text": "" + } + ] + } + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "eligibleResources", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "arcAHBResources" + } + ] + }, + "conditionalVisibility": { + "parameterName": "eligibleResources", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "group-eligibleResources" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "title": "Eligible licenses", + "items": [ + { + "type": 1, + "content": { + "json": "Keep in mind, subscription read permissions are required to give accurate core count and usage information for your ESU licenses. Physical core based licenses are subject to different licensing guidelines and are excluded from this view.[Learn more.](https://learn.microsoft.com/azure/azure-arc/servers/license-extended-security-updates)", + "style": "info" + }, + "name": "txtLearnMoreLicense" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "// Run query to see results.\r\nresources\r\n| where type =~ \"microsoft.hybridcompute/licenses\"\r\n| extend sku = properties.licenseDetails.edition\r\n| extend totalCores = properties.licenseDetails.processors\r\n| extend coreType = case(\r\n properties.licenseDetails.type =~ 'vCore','Virtual core',\r\n properties.licenseDetails.type =~ 'pCore','Physical core',\r\n 'Unknown'\r\n)\r\n| extend statusIcon = case(\r\n properties.licenseDetails.state =~ 'Activated', '8',\r\n properties.licenseDetails.state =~ 'Deactivated', '7',\r\n '91'\r\n)\r\n| extend status = case(\r\n properties.licenseDetails.state =~ 'Activated', 'Activated',\r\n properties.licenseDetails.state =~ 'Deactivated','Deactivated',\r\n 'Unknown'\r\n)\r\n| extend licenseId = tolower(tostring(id)) // Depending on what is stored in license profile, might have to get the immutableId instead\r\n| join kind=leftouter(\r\n resources\r\n | where type =~ \"microsoft.hybridcompute/machines/licenseProfiles\"\r\n | extend machineId = tolower(tostring(trim_end(@\"\\/\\w+\\/(\\w|\\.)+\", id)))\r\n | extend licenseId = tolower(tostring(properties.esuProfile.assignedLicense))\r\n | summarize resources = count() by licenseId\r\n) on licenseId // Get count of license profile per license, a license profile is created for each machine that is assigned a license\r\n| extend resources = iff(isnull(resources), 0, resources)\r\n| project id, name, type, location, subscriptionId, resourceGroup, kind, tags, extendedLocation, sku, totalCores, coreType, status, statusIcon, resources\r\n| extend subscriptionDisplayName=case(subscriptionId =~ 'e75c95f3-27b4-410f-a40e-2b9153a807dd','AEther Dev',subscriptionId =~ '823ca539-d44d-43ee-8dc8-023fd4f27396','AIOps_FailureSimulation_DevTest',subscriptionId =~ 'b2a328a7-ffff-4c09-b643-a4758cf170bc','AISC-DEV-02',subscriptionId =~ 'eef8b6d5-94da-4b36-9327-a662f2674efb','AISC-EngSys-01',subscriptionId =~ 'e0fd569c-e34a-4249-8c24-e8d723c7f054','AML - Responsible AI R&D',subscriptionId =~ 'f1d79e73-f8e3-4b10-bfdb-4207ca0723ed','AML Infra - Engineering System',subscriptionId =~ 'dad45786-32e5-4ef3-b90e-8e0838fbadb6','AnE.ExP.NonProduction',subscriptionId =~ '017ad81c-b730-4564-9109-9b763243a9a6','Anomaly Real Time-DevTest',subscriptionId =~ 'e686ef8c-d35d-4e9b-92f8-caaaa7948c0a','Applied Sciences Group Dev',subscriptionId =~ '6e967edb-425b-4a33-ae98-f1d2c509dda3','Arc enabled Infrastructure - Demo',subscriptionId =~ '710c6ed8-d8d9-4c51-b100-dc4d9e10dd18','ARC-ESU-TESTING-03',subscriptionId =~ '2145a411-d149-4010-84d4-40fe8a55db44','ARM Test Environment',subscriptionId =~ 'e2a8a7b3-cb7a-4930-9c79-2b0eb7bf843c','ASZ_Lab_Hardware_Dev_1',subscriptionId =~ '4c33a6bb-d566-4d0b-8951-00b55a91fba8','AzPIESecurity-DEV-Apple',subscriptionId =~ 'b65b516b-415b-4c68-a254-bfa7411275f8','Azure CloudES CDP ER - Test',subscriptionId =~ '6785ea1f-ac40-4244-a9ce-94b12fd832ca','Azure Migrate Demo Subscription',subscriptionId =~ '8c3c936a-c09b-4de3-830b-3f5f244d72e9','Azure Migrate Program Management Team',subscriptionId =~ '432a7068-99ae-4975-ad38-d96b71172cdf','Azure Profiler - Testing',subscriptionId =~ 'caffe3c0-acbd-4d01-af76-a45f421bfb64','Azure_Base_LivesiteArmory_test',subscriptionId =~ 'a1920ebd-59b7-4f19-af9f-5e80599e88e4','Babel',subscriptionId =~ 'b43a6159-1bea-4fa2-9407-e875fdc0ff55','BAP IA EU Schrems (P)',subscriptionId =~ 'ae71ef11-a03f-4b4f-a0e6-ef144727c711','Bing MM Measurement',subscriptionId =~ '8ef80208-601f-4c83-802e-751d211745f9','CloudAnalytics_Prod1',subscriptionId =~ 'f7b4a5ce-d3bd-4a03-84fe-8bcad772c8c1','Cog Services Computer Vision',subscriptionId =~ '38dbd059-bd26-4172-af17-bcc5a00744de','Core-ES-STREAM-DeXDI',subscriptionId =~ '87e8a61c-4832-4cfe-8b72-c12554f2309a','Cosmos_C&E_Azure_Azure Resource Manager_100424',subscriptionId =~ '8c4b5b03-3b24-4ed0-91f5-a703cd91b412','Cosmos_C&E_Azure_AzureEngineeringSystems_100200',subscriptionId =~ 'b988efc7-1bc8-4a73-b4a2-5ad864580250','Cosmos_C&E_DPG_Big Data_100036',subscriptionId =~ '6121bf73-2dc9-47ac-8b6a-c6ae4b88ef39','Cost Management PM',subscriptionId =~ '44074499-ad9f-45b9-9b0b-f594f8736a45','CSX-WSD-CFE-TNT-QPP',subscriptionId =~ '3cd01953-be46-4f9b-a4e0-26f19f428765','CSX-WSD-CFE-TNT-TOOLKITHUB',subscriptionId =~ '60214a3c-65a2-46f8-8b32-f959f2454106','Data Pillar Security Tooling',subscriptionId =~ 'f7c445af-a4de-4264-9e87-3196d6bc384d','Efficiency Pack Services (MSIT)',subscriptionId =~ '86f010b8-6473-4cb9-90c1-671c74faa4ee','emilyzhu dev subscription',subscriptionId =~ 'f3326bfd-5406-4136-a835-f64ccbfd9050','FTK @ MS',subscriptionId =~ 'd2c9544f-4329-4642-b73d-020e7fef844f','HPCScrub1',subscriptionId =~ 'bac420ed-c6fc-4a05-8ac1-8c0c52da1d6e','IDEAs MS Reporting',subscriptionId =~ '3cd95ff9-ac62-4b5c-8240-0cd046687ea0','Internal App Insights Resources for Perflens',subscriptionId =~ 'a386d5ea-ea90-441a-8263-d816368c84a1','IOT_PLATFORM_UPX_TEST',subscriptionId =~ '6a0ab98c-24d4-4131-8cd7-0a78bfce58f5','ITSM Integration - Production - New',subscriptionId =~ '13723929-6644-4060-a50a-cc38ebc5e8b1','LinuxMdsd Test',subscriptionId =~ '98b02a69-28a5-4ee7-a622-cd69c7a59c4e','Marvel Intelligence Model Training Subscription',subscriptionId =~ '1278a874-89fc-418c-b6b9-ac763b000415','Microsoft Azure Internal Consumption (nbrady)',subscriptionId =~ '29de2cfc-f00a-43bb-bdc8-3108795bd282','MSFT-Modern Device-Modern Mgmt-Imaging00',subscriptionId =~ '54b875cc-a81a-4914-8bfd-1a36bc7ddf4d','MSFT-WindowsVirtualDesktop-01',subscriptionId =~ '4dc2cd39-7a89-43d8-bebe-8bb501359891','Observability_AzMon_Grafana_Dev',subscriptionId =~ 'a471d615-ff98-4e80-b375-a19543d4691e','ODC-OneBox-Resources',subscriptionId =~ '1163fbbe-27e7-4b0f-8466-195fe5417043','Python_AI_Tools_PM_Team_Sub (jbinder)',subscriptionId =~ '3905431d-c062-4c17-8fd9-c51f89f334c4','Pytorch Build',subscriptionId =~ '3f577935-3138-4d07-86b3-75651b696483','Responsible & OpenAi Research',subscriptionId =~ '0f301386-8979-4981-acca-973d553078e7','Scope Team Test Subscription',subscriptionId =~ '1b0a5c20-7373-41a2-8fec-7364cceb7bbf','Services Hub Demo Open',subscriptionId =~ 'e72e5254-f265-4e95-9bd2-9ee8e7329051','Speech Services - DEV - SDK (carbon)',subscriptionId =~ 'a1c3dc6b-8630-4bb7-a29e-4ed4407c329b','Speech Services - EXP2',subscriptionId =~ '736af2bf-9fcb-4145-a19b-5b30b2b8949d','Trey International UK',subscriptionId =~ '51f73f67-1f29-4120-863e-dd315f743fc1','Trey Partner Lab 2',subscriptionId =~ '9ec51cfd-5ca7-4d76-8101-dd0a4abc5674','Trey Research Corporate',subscriptionId =~ '73c0021f-a37d-433f-8baa-7450cb54eea6','Trey Research Finance',subscriptionId =~ 'ed570627-0265-4620-bb42-bae06bcfa914','Trey Research IT',subscriptionId =~ '64e355d7-997c-491d-b0c1-8414dccfcf42','Trey Research R&D Playground',subscriptionId =~ '586f1d47-9dd9-43d5-b196-6e28f8405ff8','Trey Research R&D Production',subscriptionId =~ '9ec1d932-0f3f-486c-acc6-e7d78b358f9b','TScience',subscriptionId =~ '79f57c16-00fe-48da-87d4-5192e86cd047','TScienceGPU',subscriptionId =~ 'bac044cf-49e1-4843-8dda-1ce9662606c8','UI Fabric',subscriptionId =~ '6760347d-9ffe-41a9-ba11-c139dcea5ce6','xt-teams-migration-dev',subscriptionId =~ '45f9252d-e27e-4ed8-ab4e-dc5054de13fa','Contoso IT - Retail - Prod',subscriptionId)\r\n| where (type !~ ('dell.storage/filesystems'))\r\n| where (type !~ ('arizeai.observabilityeval/organizations'))\r\n| where (type !~ ('lambdatest.hyperexecute/organizations'))\r\n| where (type !~ ('pinecone.vectordb/organizations'))\r\n| where (type !~ ('microsoft.weightsandbiases/instances'))\r\n| where (type !~ ('purestorage.block/storagepools/avsstoragecontainers'))\r\n| where (type !~ ('purestorage.block/reservations'))\r\n| where (type !~ ('purestorage.block/storagepools'))\r\n| where (type !~ ('solarwinds.observability/organizations'))\r\n| where (type !~ ('splitio.experimentation/experimentationworkspaces'))\r\n| where (type !~ ('microsoft.agfoodplatform/farmbeats'))\r\n| where (type !~ ('microsoft.appsecurity/policies'))\r\n| where (type !~ ('microsoft.arc/all'))\r\n| where (type !~ ('microsoft.arc/allfairfax'))\r\n| where (type !~ ('microsoft.cdn/profiles/customdomains'))\r\n| where (type !~ ('microsoft.cdn/profiles/afdendpoints'))\r\n| where (type !~ ('microsoft.cdn/profiles/origingroups/origins'))\r\n| where (type !~ ('microsoft.cdn/profiles/origingroups'))\r\n| where (type !~ ('microsoft.cdn/profiles/afdendpoints/routes'))\r\n| where (type !~ ('microsoft.cdn/profiles/rulesets/rules'))\r\n| where (type !~ ('microsoft.cdn/profiles/rulesets'))\r\n| where (type !~ ('microsoft.cdn/profiles/secrets'))\r\n| where (type !~ ('microsoft.cdn/profiles/securitypolicies'))\r\n| where (type !~ ('microsoft.chaos/privateaccesses'))\r\n| where (type !~ ('microsoft.sovereign/transparencylogs'))\r\n| where (type !~ ('microsoft.sovereign/landingzoneconfigurations'))\r\n| where (type !~ ('microsoft.hardwaresecuritymodules/cloudhsmclusters'))\r\n| where (type !~ ('microsoft.compute/computefleetinstances'))\r\n| where (type !~ ('microsoft.compute/standbypoolinstance'))\r\n| where (type !~ ('microsoft.compute/virtualmachineflexinstances'))\r\n| where (type !~ ('microsoft.kubernetesconfiguration/extensions'))\r\n| where (type !~ ('microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/extensions'))\r\n| where (type !~ ('microsoft.kubernetes/connectedclusters/microsoft.kubernetesconfiguration/namespaces'))\r\n| where (type !~ ('microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/namespaces'))\r\n| where (type !~ ('microsoft.kubernetes/connectedclusters/microsoft.kubernetesconfiguration/fluxconfigurations'))\r\n| where (type !~ ('microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/fluxconfigurations'))\r\n| where (type !~ ('microsoft.portalservices/extensions/deployments'))\r\n| where (type !~ ('microsoft.portalservices/extensions'))\r\n| where (type !~ ('microsoft.portalservices/extensions/slots'))\r\n| where (type !~ ('microsoft.portalservices/extensions/versions'))\r\n| where (type !~ ('microsoft.datacollaboration/workspaces'))\r\n| where (type !~ ('microsoft.deviceregistry/devices'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/activedeployments'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/agents'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/deployments'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/deviceclasses'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/updates'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts'))\r\n| where (type !~ ('private.devtunnels/tunnelplans'))\r\n| where (type !~ ('private.easm/workspaces'))\r\n| where (type !~ ('microsoft.edgeorder/virtual_orderitems'))\r\n| where (type !~ ('microsoft.workloads/epicvirtualinstances'))\r\n| where (type !~ ('microsoft.fairfieldgardens/provisioningresources/provisioningpolicies'))\r\n| where (type !~ ('microsoft.fairfieldgardens/provisioningresources'))\r\n| where (type !~ ('microsoft.healthmodel/healthmodels'))\r\n| where (type !~ ('microsoft.hybridcompute/arcserverwithwac'))\r\n| where (type !~ ('microsoft.hybridcompute/machinessovereign'))\r\n| where (type !~ ('microsoft.hybridcompute/machinesesu'))\r\n| where (type !~ ('microsoft.hybridcompute/machinespaygo'))\r\n| where (type !~ ('microsoft.hybridcompute/machinessoftwareassurance'))\r\n| where (type !~ ('microsoft.network/virtualhubs')) or ((kind =~ ('routeserver')))\r\n| where (type !~ ('microsoft.network/networkvirtualappliances'))\r\n| where (type !~ ('microsoft.devhub/iacprofiles'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/files'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/filerequests'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/licenses'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/connectors'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/sharedstorages'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/storages'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/workloads'))\r\n| where (type !~ ('microsoft.insights/diagnosticsettings'))\r\n| where not((type =~ ('microsoft.network/serviceendpointpolicies')) and ((kind =~ ('internal'))))\r\n| where (type !~ ('microsoft.resources/resourcegraphvisualizer'))\r\n| where (type !~ ('microsoft.iotoperationsmq/mq'))\r\n| where (type !~ ('microsoft.orbital/cloudaccessrouters'))\r\n| where (type !~ ('microsoft.orbital/terminals'))\r\n| where (type !~ ('microsoft.orbital/sdwancontrollers'))\r\n| where (type !~ ('microsoft.orbital/geocatalogs'))\r\n| where (type !~ ('microsoft.recommendationsservice/accounts/modeling'))\r\n| where (type !~ ('microsoft.recommendationsservice/accounts/serviceendpoints'))\r\n| where (type !~ ('microsoft.recoveryservicesbvtd/vaults'))\r\n| where (type !~ ('microsoft.recoveryservicesbvtd2/vaults'))\r\n| where (type !~ ('microsoft.recoveryservicesintd/vaults'))\r\n| where (type !~ ('microsoft.recoveryservicesintd2/vaults'))\r\n| where (type !~ ('microsoft.resources/deletedresources'))\r\n| where (type !~ ('microsoft.deploymentmanager/rollouts'))\r\n| where (type !~ ('microsoft.features/featureprovidernamespaces/featureconfigurations'))\r\n| where (type !~ ('microsoft.saashub/cloudservices/hidden'))\r\n| where (type !~ ('microsoft.providerhub/providerregistrations'))\r\n| where (type !~ ('microsoft.providerhub/providerregistrations/customrollouts'))\r\n| where (type !~ ('microsoft.providerhub/providerregistrations/defaultrollouts'))\r\n| where (type !~ ('microsoft.edge/configurations'))\r\n| where not((type =~ ('microsoft.synapse/workspaces/sqlpools')) and ((kind =~ ('v3'))))\r\n| where (type !~ ('microsoft.mission/approvals'))\r\n| where (type !~ ('microsoft.mission/catalogs'))\r\n| where (type !~ ('microsoft.mission/communities'))\r\n| where (type !~ ('microsoft.mission/communities/communityendpoints'))\r\n| where (type !~ ('microsoft.mission/enclaveconnections'))\r\n| where (type !~ ('microsoft.mission/virtualenclaves/enclaveendpoints'))\r\n| where (type !~ ('microsoft.mission/communities/transithubs'))\r\n| where (type !~ ('microsoft.mission/virtualenclaves'))\r\n| where (type !~ ('microsoft.mission/virtualenclaves/workloads'))\r\n| where (type !~ ('microsoft.workloads/insights'))\r\n| where (type !~ ('microsoft.hanaonazure/sapmonitors'))\r\n| where (type !~ ('microsoft.cloudhealth/healthmodels'))\r\n| where (type !~ ('microsoft.connectedcache/enterprisemcccustomers/enterprisemcccachenodes'))\r\n| where not((type =~ ('microsoft.sql/servers/databases')) and ((kind in~ ('system','v2.0,system','v12.0,system','v12.0,system,serverless','v12.0,user,datawarehouse,gen2,analytics'))))\r\n| where not((type =~ ('microsoft.sql/servers')) and ((kind =~ ('v12.0,analytics'))))\r\n| project name,sku,totalCores,coreType,status,statusIcon,resources,id,resourceGroup,subscriptionDisplayName,type,kind,location,subscriptionId,tags\r\n| sort by (tolower(tostring(name))) asc", + "size": 0, + "title": "Eligible licenses", + "noDataMessage": "There are no eligible licenses.", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ] + }, + "conditionalVisibility": { + "parameterName": "eligibleLicenses", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "arclicenses" + } + ] + }, + "conditionalVisibility": { + "parameterName": "eligibleLicenses", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "group-eligibleLicenses" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "arcAHB" + }, + "name": "group-ahbArc" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "arc" + }, + "name": "Arc" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "title": "Virtual Machines", + "loadType": "always", + "items": [ + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "loadType": "always", + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\" | extend SubscriptionName=name \r\n| join (\r\nresources \r\n| where resourceGroup in ({ResourceGroup})\r\n| where type =~ 'microsoft.compute/virtualmachines' or type =~ 'microsoft.compute/virtualMachineScaleSets'\r\n| where tostring(properties.storageProfile.imageReference.publisher ) == \"MicrosoftWindowsServer\" or tostring(properties.virtualMachineProfile.storageProfile.osDisk.osType) == 'Windows' or tostring(properties.storageProfile.imageReference.publisher ) == \"microsoftsqlserver\"\r\n| extend OS=properties.storageProfile.imageReference.id \r\n| where isnull(OS)\r\n| where tostring(properties.['licenseType']) !has 'Windows' and tostring(properties.virtualMachineProfile.['licenseType']) != 'Windows_Server'\r\n| extend WindowsId=id, VMIDFull=id, VMName=name, VMLocation=location, VMRG=resourceGroup, OSType=tostring(properties.storageProfile.imageReference.offer), OsVersion = tostring(properties.storageProfile.imageReference.sku), VMSize=tostring (properties.hardwareProfile.vmSize), LicenseType = tostring(properties.['licenseType']), VMSSize=tostring(sku.name), QuickFix=id\r\n ) on subscriptionId \r\n| order by type asc \r\n| project WindowsId,VMName,VMRG,VMSize, VMSSize, VMLocation,OSType, OsVersion,LicenseType, subscriptionId, QuickFix, VMIDFull\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), WindowsId=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct WindowsId\r\n )\r\n on WindowsId", + "size": 0, + "title": "AHB Disabled", + "noDataMessage": "All of your VMs have AHB enabled.", + "noDataMessageStyle": 3, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "AlwaysHidden", + "comparison": "isEqualTo", + "value": "true" + }, + "name": "AHB Disabled" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\" | extend SubscriptionName=name \r\n| join (\r\nresources \r\n| where resourceGroup in ({ResourceGroup})\r\n| where type =~ 'microsoft.compute/virtualmachines'\r\n| where tostring(properties.storageProfile.imageReference.publisher ) == \"MicrosoftWindowsServer\" or tostring(properties.virtualMachineProfile.storageProfile.osDisk.osType) == 'Windows' or tostring(properties.storageProfile.imageReference.publisher ) == \"microsoftsqlserver\"\r\n| extend OS=properties.storageProfile.imageReference.id \r\n| where isnull(OS)\r\n| where tostring(properties.['licenseType']) has \"Windows\"\r\n| extend WindowsId=id, VMName=name, VMLocation=location, VMRG=resourceGroup, OSType=tostring(properties.storageProfile.imageReference.offer), OsVersion = tostring(properties.storageProfile.imageReference.sku), VMSize=tostring (properties.hardwareProfile.vmSize), LicenseType = tostring(properties.['licenseType']), VMSSize=tostring(sku.name)\r\n) on subscriptionId \r\n| order by type asc \r\n| project WindowsId,VMName,VMRG,VMSize, VMSSize, VMLocation,OSType, OsVersion,LicenseType, subscriptionId\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), WindowsId=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct WindowsId\r\n )\r\n on WindowsId", + "size": 0, + "title": "AHB Enabled", + "noDataMessage": "None of your VMs have AHB enabled.", + "noDataMessageStyle": 4, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "VMRG", + "formatter": 0, + "tooltipFormat": { + "tooltip": "test" + } + }, + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "AlwaysHidden", + "comparison": "isEqualTo", + "value": "true" + }, + "name": "WindowsAHBEnabled" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resourcechanges\r\n| where properties.changeType == \"Update\" and properties.targetResourceType == \"microsoft.compute/virtualmachines\"\r\n| mv-expand changes = properties.changes\r\n| mv-expand LicenseChanges=changes.['properties.licenseType']\r\n| extend WindowsId=id\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), WindowsId=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct WindowsId\r\n )\r\n on WindowsId\r\n| where isnotnull(LicenseChanges)\r\n| where tostring(LicenseChanges.newValue) has \"Windows\"\r\n| project VMID=properties.targetResourceId, NewLicense=tostring(LicenseChanges.newValue), DateofChange=todatetime(properties.changeAttributes.timestamp)\r\n", + "size": 0, + "title": "VM Latest Change Last 7 days", + "noDataMessage": "AHB was not enabled in the last 7 days.", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ] + }, + "conditionalVisibility": { + "parameterName": "AlwaysHidden", + "comparison": "isEqualTo", + "value": "true" + }, + "name": "VM Latest Change Last 7 days" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"ARMEndpoint/1.0\",\"data\":null,\"headers\":[],\"method\":\"GET\",\"path\":\"/subscriptions/{SingleSubHidden}/providers/Microsoft.Compute/skus?$filter=location eq '{Location}'\",\"urlParams\":[{\"key\":\"api-version\",\"value\":\"2021-07-01\"}],\"batchDisabled\":false,\"transformers\":[{\"type\":\"jsonpath\",\"settings\":{\"tablePath\":\"$.*[?(@.resourceType=='virtualMachines')]\",\"columns\":[{\"path\":\"name\",\"columnid\":\"Name\"},{\"path\":\"capabilities[?(@.name=='vCPUs')].value\",\"columnid\":\"vCPUs\"},{\"path\":\"capabilities[?(@.name=='MemoryGB')].value\",\"columnid\":\"MemoryGB\"},{\"path\":\"capabilities[?(@.name=='MaxNetworkInterfaces')].value\",\"columnid\":\"MaxNetworkInterfaces\"},{\"path\":\"capabilities[?(@.name=='HyperVGenerations')].value\",\"columnid\":\"HyperVGenerations\"},{\"path\":\"capabilities[?(@.name=='vCPUsPerCore')].value\",\"columnid\":\"vCPUsPerCore\"}]}}]}", + "size": 0, + "title": "Get VM vCPU", + "exportParameterName": "ResourceSKU", + "showExportToExcel": true, + "queryType": 12, + "gridSettings": { + "rowLimit": 5000 + } + }, + "conditionalVisibility": { + "parameterName": "AlwaysHidden", + "comparison": "isEqualTo", + "value": "true" + }, + "name": "query - Get VM vCPU" + }, + { + "type": 1, + "content": { + "json": "## Windows Azure Hybrid Benefit (AHB) Overview" + }, + "name": "AHB Overview" + }, + { + "type": 1, + "content": { + "json": "Each two-processor license or each set of 16-core licenses, either Datacenter or Standard editions, are entitled to two instances of up to 8 cores, or one instance of up to 16 cores.\r\n\r\nThe virtual machines (VMs) with less than 8 cores are categorized as **Low Priority**, while those with 8 or more cores are classified as **High Priority**. In situations where there are insufficient Azure Hybrid benefit licenses to cover all the VMs in the environment, it is recommended to prioritize the High Priority VMs.", + "style": "info" + }, + "name": "NUmber of Processors", + "styleSettings": { + "margin": "10px", + "showBorder": true + } + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\" | extend SubscriptionName=name \r\n| join (\r\nresources \r\n| where resourceGroup in ({ResourceGroup})\r\n| where type =~ 'microsoft.compute/virtualmachines'\r\n| where tostring(properties.storageProfile.imageReference.publisher ) == \"MicrosoftWindowsServer\" or tostring(properties.virtualMachineProfile.storageProfile.osDisk.osType) == 'Windows' or tostring(properties.storageProfile.imageReference.publisher ) == \"microsoftsqlserver\"\r\n| extend OS=properties.storageProfile.imageReference.id \r\n| where isnull(OS)\r\n| extend WindowsId=id\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), WindowsId=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct WindowsId\r\n )\r\n on WindowsId\r\n| extend LicenseType = tostring(properties.['licenseType'])\r\n| extend CheckAHBWindows = case(\r\n type == 'microsoft.compute/virtualmachines' or type =~ 'microsoft.compute/virtualMachineScaleSets', iif((properties.['licenseType'])\r\n !has 'Windows' and (properties.virtualMachineProfile.['licenseType']) !has 'Windows' , \"AHB Not Enabled\", \"AHB Enabled\"),\r\n \"Not Windows\"\r\n )\r\n) on subscriptionId \r\n| summarize count() by SubscriptionName, CheckAHBWindows\r\n", + "size": 0, + "title": "Summary of Windows VMs with or without AHB per Subscription", + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "table", + "gridSettings": { + "sortBy": [ + { + "itemKey": "SubscriptionName", + "sortOrder": 1 + } + ], + "labelSettings": [ + { + "columnId": "SubscriptionName", "label": "Subscription Name" }, { @@ -6941,7 +8022,7 @@ "type": 3, "content": { "version": "KqlItem/1.0", - "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\" | extend SubscriptionName=name \r\n| join (\r\nresources \r\n| where resourceGroup in ({ResourceGroup})\r\n| where type =~ 'microsoft.compute/virtualmachines'\r\n| where tostring(properties.storageProfile.osDisk.osType) == 'Windows'\r\n| extend WindowsId=id\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), WindowsId=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct WindowsId\r\n )\r\n on WindowsId\r\n| extend LicenseType = tostring(properties.['licenseType'])\r\n| extend CheckAHBWindows = case(\r\n type == 'microsoft.compute/virtualmachines' or type =~ 'microsoft.compute/virtualMachineScaleSets', iif((properties.['licenseType'])\r\n !has 'Windows' and (properties.virtualMachineProfile.['licenseType']) !has 'Windows' , \"AHB Not Enabled\", \"AHB Enabled\"),\r\n \"Not Windows\"\r\n )\r\n) on subscriptionId \r\n| summarize count() by CheckAHBWindows", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\" | extend SubscriptionName=name \r\n| join (\r\nresources \r\n| where resourceGroup in ({ResourceGroup})\r\n| where tostring(properties.storageProfile.imageReference.publisher ) == \"MicrosoftWindowsServer\" or tostring(properties.virtualMachineProfile.storageProfile.osDisk.osType) == 'Windows' or tostring(properties.storageProfile.imageReference.publisher ) == \"microsoftsqlserver\"\r\n| where tostring(properties.storageProfile.osDisk.osType) == 'Windows'\r\n| extend OS=properties.storageProfile.imageReference.id \r\n| where isnull(OS)\r\n| extend WindowsId=id\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), WindowsId=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct WindowsId\r\n )\r\n on WindowsId\r\n| extend LicenseType = tostring(properties.['licenseType'])\r\n| extend CheckAHBWindows = case(\r\n type == 'microsoft.compute/virtualmachines' or type =~ 'microsoft.compute/virtualMachineScaleSets', iif((properties.['licenseType'])\r\n !has 'Windows' and (properties.virtualMachineProfile.['licenseType']) !has 'Windows' , \"AHB Not Enabled\", \"AHB Enabled\"),\r\n \"Not Windows\"\r\n )\r\n) on subscriptionId \r\n| summarize count() by CheckAHBWindows", "size": 0, "title": "Summary of Windows VMs with or without AHB", "showRefreshButton": true, @@ -7146,8 +8227,7 @@ "jsonData": "[\r\n {\"value\":\"Yes\"},\r\n {\"value\":\"No\", \"selected\":true}\r\n]\r\n\r\n", "timeContext": { "durationMs": 86400000 - }, - "value": "Yes" + } }, { "id": "f1ac5e53-253c-4afb-8bc5-b1ba2efea3eb", @@ -7160,8 +8240,7 @@ "additionalResourceOptions": [], "showDefault": false }, - "jsonData": "[\r\n {\"value\":\"Yes\"},\r\n {\"value\":\"No\", \"selected\":true}\r\n]\r\n\r\n", - "value": "Yes" + "jsonData": "[\r\n {\"value\":\"Yes\"},\r\n {\"value\":\"No\", \"selected\":true}\r\n]\r\n\r\n" }, { "id": "20a00706-a89b-42aa-8dea-9c44c93e8014", @@ -11496,7 +12575,7 @@ "workbookJson": "[string(variables('$fxv#0'))]", "workbookId": "0b2", "telemetryId": "[format('00f120b5-2007-6120-0000-{0}30126b006', variables('workbookId'))]", - "finOpsToolkitVersion": "0.7", + "finOpsToolkitVersion": "0.8", "resourceTags": "[if(contains(parameters('tags'), 'ftk-tool'), parameters('tags'), union(parameters('tags'), createObject('ftk-version', variables('finOpsToolkitVersion'), 'ftk-tool', format('{0} workbook', parameters('displayName')))))]" }, "resources": [ @@ -11586,8 +12665,8 @@ "metadata": { "_generator": { "name": "bicep", - "version": "0.24.24.22086", - "templateHash": "2416775183167475351" + "version": "0.33.93.31351", + "templateHash": "10054098441393474777" } }, "parameters": { @@ -19760,7 +20839,7 @@ "workbookJson": "[string(variables('$fxv#0'))]", "workbookId": "907", "telemetryId": "[format('00f120b5-2007-6120-0000-{0}30126b006', variables('workbookId'))]", - "finOpsToolkitVersion": "0.7", + "finOpsToolkitVersion": "0.8", "resourceTags": "[if(contains(parameters('tags'), 'ftk-tool'), parameters('tags'), union(parameters('tags'), createObject('ftk-version', variables('finOpsToolkitVersion'), 'ftk-tool', format('{0} workbook', parameters('displayName')))))]" }, "resources": [ diff --git a/docs/deploy/governance-workbook-0.8.json b/docs/deploy/governance-workbook-0.8.json new file mode 100644 index 000000000..b02d65cc5 --- /dev/null +++ b/docs/deploy/governance-workbook-0.8.json @@ -0,0 +1,8238 @@ +{ + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.93.31351", + "templateHash": "10054098441393474777" + } + }, + "parameters": { + "displayName": { + "type": "string", + "defaultValue": "Governance", + "metadata": { + "description": "Optional. Display name for the workbook used in the Gallery. Must be unique in the resource group." + } + }, + "location": { + "type": "string", + "defaultValue": "[resourceGroup().location]", + "metadata": { + "description": "Optional. Location of the resources. Default: Same as deployment. See https://aka.ms/azureregions." + } + }, + "description": { + "type": "string", + "defaultValue": "Reports to help you optimize your cost.", + "metadata": { + "description": "Optional. Workbook description." + } + }, + "tags": { + "type": "object", + "defaultValue": {}, + "metadata": { + "description": "Optional. Tags for all resources." + } + }, + "enableDefaultTelemetry": { + "type": "bool", + "defaultValue": true, + "metadata": { + "description": "Optional. Enable telemetry to track anonymous module usage trends, monitor for bugs, and improve future releases." + } + } + }, + "variables": { + "$fxv#0": { + "version": "Notebook/1.0", + "items": [ + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 11, + "content": { + "version": "LinkItem/1.0", + "style": "tabs", + "links": [ + { + "id": "19b06e9e-eec2-4a7e-935d-92d77b2f87a3", + "cellValue": "SelectedTab", + "linkTarget": "parameter", + "linkLabel": "Overview", + "subTarget": "RC_Overview", + "preText": "", + "style": "link" + }, + { + "id": "528e35b9-aca4-423f-9267-50f62011a3cb", + "cellValue": "SelectedTab", + "linkTarget": "parameter", + "linkLabel": "Virtual machine", + "subTarget": "RC_VM", + "style": "link" + }, + { + "id": "7faacfc6-663e-4ff5-bb64-f86d995f9563", + "cellValue": "SelectedTab", + "linkTarget": "parameter", + "linkLabel": "Storage + backup", + "subTarget": "RC_Storage", + "style": "link" + }, + { + "id": "c17ce2c0-83e6-4e5c-9c3e-f34cbf887e73", + "cellValue": "SelectedTab", + "linkTarget": "parameter", + "linkLabel": "Network", + "subTarget": "RC_Network", + "style": "link" + }, + { + "id": "2f4e49d7-3198-4173-af1c-4cf4c5178000", + "cellValue": "SelectedTab", + "linkTarget": "parameter", + "linkLabel": "PaaS", + "subTarget": "RC_PaaS", + "style": "link" + }, + { + "id": "f8f7e1fc-8f5d-442a-9788-3eabbf8ab275", + "cellValue": "SelectedTab", + "linkTarget": "parameter", + "linkLabel": "Security", + "subTarget": "RC_Security", + "style": "link" + }, + { + "id": "80ad2db8-a21e-43e9-bd28-75d8d606eaf5", + "cellValue": "SelectedTab", + "linkTarget": "parameter", + "linkLabel": "Monitoring", + "subTarget": "RC_Monitoring", + "style": "link" + }, + { + "id": "6fc0fef0-a016-4923-9239-b641eb5bdc4f", + "cellValue": "SelectedTab", + "linkTarget": "parameter", + "linkLabel": "Services retirement", + "subTarget": "RC_ServicesRetirement", + "style": "link" + }, + { + "id": "e40dbf66-2abe-4bcf-acd7-1ee6d8fc950b", + "cellValue": "SelectedTab", + "linkTarget": "parameter", + "linkLabel": "Resource age", + "subTarget": "RC_Age", + "style": "link" + }, + { + "id": "e112c6e1-db5e-4b0e-99e9-2edac0eba177", + "cellValue": "SelectedTab", + "linkTarget": "parameter", + "linkLabel": "Tag explorer", + "subTarget": "RC_Tag", + "style": "link" + }, + { + "id": "840cd5ea-6b74-484b-846f-01d424b295cd", + "cellValue": "SelectedTab", + "linkTarget": "parameter", + "linkLabel": "Cost management", + "subTarget": "RC_Cost", + "style": "link" + }, + { + "id": "5436a8c9-73c4-4121-a814-dd6fbb0c0d0c", + "cellValue": "SelectedTab", + "linkTarget": "parameter", + "linkLabel": "Usage + limits", + "subTarget": "RC_Quota", + "style": "link" + }, + { + "id": "fa81b57a-8f3c-4502-beb0-128a7fc35f7c", + "cellValue": "SelectedTab", + "linkTarget": "parameter", + "linkLabel": "Compliance", + "subTarget": "RC_Compliance", + "style": "link" + }, + { + "id": "e3acf38e-2dc4-423e-b91d-a173280b5808", + "cellValue": "SelectedTab", + "linkTarget": "parameter", + "linkLabel": "Governance", + "subTarget": "RC_Governance", + "style": "link" + } + ] + }, + "name": "RC_Menu" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "crossComponentResources": [ + "value::tenant" + ], + "parameters": [ + { + "id": "30297a43-7d69-4daf-93c9-8170d5a995b0", + "version": "KqlParameterItem/1.0", + "name": "Subscription", + "label": "Subscriptions", + "type": 6, + "isRequired": true, + "multiSelect": true, + "quote": "'", + "delimiter": ",", + "typeSettings": { + "additionalResourceOptions": [ + "value::all" + ], + "includeAll": false, + "showDefault": false + }, + "timeContext": { + "durationMs": 86400000 + }, + "defaultValue": "value::all" + } + ], + "style": "above", + "queryType": 1, + "resourceType": "microsoft.resources/tenants" + }, + "conditionalVisibilities": [ + { + "parameterName": "SelectedTab", + "comparison": "isNotEqualTo", + "value": "RC_Age" + }, + { + "parameterName": "SelectedTab", + "comparison": "isNotEqualTo", + "value": "RC_Cost" + }, + { + "parameterName": "SelectedTab", + "comparison": "isNotEqualTo", + "value": "RC_Quota" + }, + { + "parameterName": "SelectedTab", + "comparison": "isNotEqualTo", + "value": "RC_Compliance" + }, + { + "parameterName": "SelectedTab", + "comparison": "isNotEqualTo", + "value": "RC_ServicesRetirement" + } + ], + "name": "parameters - Subscriptions" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 1, + "content": { + "json": "# Welcome the Azure governance workbook" + }, + "name": "Welcome" + }, + { + "type": 1, + "content": { + "json": "### Reference: [Governance in the Microsoft Cloud Adoption Framework for Azure](https://learn.microsoft.com/azure/cloud-adoption-framework/govern/)", + "style": "upsell" + }, + "name": "Reference" + }, + { + "type": 1, + "content": { + "json": "The objective of this workbook is to provide a comprehensive overview of the governance posture of your Azure environment. It offers the standard metrics aligned with the Cloud Adoption Framework and has the capability to identify and apply recommendations to identify non compliance. This workbook is part of the [FinOps toolkit](https://aka.ms/finops/toolkit).\r\n\r\n## Overview of the Cloud Adoption Framework\r\n\r\n* The CAF Govern methodology provides a structured approach for establishing and optimizing cloud governance in Azure. The guidance is relevant for organizations across any industry. It covers essential categories of cloud governance, such as regulatory compliance, security, operations, cost, data, resource management, and artificial intelligence (AI).\r\n\r\n* Cloud governance is how you control cloud use across your organization. Cloud governance sets up guardrails that regulate cloud interactions. These guardrails are a framework of policies, procedures, and tools you use to establish control. Policies define acceptable and unacceptable cloud activity, and the procedures and tools you use ensure all cloud usage aligns with those policies. Successful cloud governance prevents all unauthorized or unmanaged cloud usage.\r\n\r\n* To assess your transformation journey, try the [governance benchmark tool](https://learn.microsoft.com/assessments/b1891add-7646-4d60-a875-32a4ab26327e/).\r\n\r\n\r\n\r\n\r\n" + }, + "name": "text - Overview" + }, + { + "type": 1, + "content": { + "json": "## Prerequisites\r\n\r\nThis workbook will present various cost-related details in the form of governance, networking, storage, VMs, web apps, SQL, and cost information to educate the business about cost related to various resources.\r\n\r\nThis workbook requires the following least-privileged (minimum) roles:\r\n\r\n * **Reader** : allows you to import the workbook without saving it and view all of the workbook tabs except the *Cost management* tab.\r\n * **Cost Management Reader**: allows you to view the costs in the *Cost management* tab \r\n * **Workbook Contributor** : allows you to import and save the workbook\r\n\r\n\r\n" + }, + "name": "text - 7" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "Resources\n| summarize count()", + "size": 3, + "title": "Count of all resources", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "tiles", + "tileSettings": { + "titleContent": { + "columnMatch": "count_", + "formatter": 12, + "formatOptions": { + "palette": "auto" + } + }, + "showBorder": false, + "size": "auto" + } + }, + "name": "Count of all resources" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources\r\n| summarize Count=count(id) by subscriptionId\r\n| order by Count desc", + "size": 3, + "title": "Resource count per subscription (Top 10)", + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "tiles", + "gridSettings": { + "formatters": [ + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "type", + "formatter": 1 + } + ], + "rowLimit": 10, + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "subscriptionId" + ], + "expandTopLevel": true + }, + "labelSettings": [ + { + "columnId": "subscriptionId", + "label": "Subscription name" + } + ] + }, + "sortBy": [], + "tileSettings": { + "titleContent": { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": "Resource", + "showIcon": true + } + }, + "leftContent": { + "columnMatch": "Count", + "formatter": 12, + "formatOptions": { + "palette": "auto" + }, + "numberFormat": { + "unit": 17, + "options": { + "style": "decimal", + "maximumFractionDigits": 2, + "maximumSignificantDigits": 3 + } + } + }, + "showBorder": false, + "rowLimit": 10, + "sortCriteriaField": "count_type", + "sortOrderField": 2 + }, + "graphSettings": { + "type": 0, + "topContent": { + "columnMatch": "subscriptionId", + "formatter": 1 + }, + "centerContent": { + "columnMatch": "Count", + "formatter": 1, + "numberFormat": { + "unit": 17, + "options": { + "maximumSignificantDigits": 3, + "maximumFractionDigits": 2 + } + } + } + }, + "chartSettings": { + "xAxis": "subscriptionId", + "yAxis": [ + "Count" + ], + "showLegend": true, + "seriesLabelSettings": [ + { + "seriesName": "subscriptionId", + "color": "greenDark" + } + ] + }, + "mapSettings": { + "locInfo": "LatLong", + "sizeSettings": "Count", + "sizeAggregation": "Sum", + "legendMetric": "Count", + "legendAggregation": "Sum", + "itemColorSettings": { + "type": "heatmap", + "colorAggregation": "Sum", + "nodeColorField": "Count", + "heatmapPalette": "greenRed" + } + } + }, + "name": "Resource count per subscription (Top 10)" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "Resources \r\n| extend type = case(\r\ntype contains 'microsoft.netapp/netappaccounts', 'NetApp Accounts',\r\ntype contains \"microsoft.compute\", \"Azure Compute\",\r\ntype contains \"microsoft.logic\", \"LogicApps\",\r\ntype contains 'microsoft.keyvault/vaults', \"Key Vaults\",\r\ntype contains 'microsoft.storage/storageaccounts', \"Storage Accounts\",\r\ntype contains 'microsoft.compute/availabilitysets', 'Availability Sets',\r\ntype contains 'microsoft.operationalinsights/workspaces', 'Azure Monitor Resources',\r\ntype contains 'microsoft.operationsmanagement', 'Operations Management Resources',\r\ntype contains 'microsoft.insights', 'Azure Monitor Resources',\r\ntype contains 'microsoft.desktopvirtualization/applicationgroups', 'WVD Application Groups',\r\ntype contains 'microsoft.desktopvirtualization/workspaces', 'WVD Workspaces',\r\ntype contains 'microsoft.desktopvirtualization/hostpools', 'WVD Hostpools',\r\ntype contains 'microsoft.recoveryservices/vaults', 'Backup Vaults',\r\ntype contains 'microsoft.web', 'App Services',\r\ntype contains 'microsoft.managedidentity/userassignedidentities','Managed Identities',\r\ntype contains 'microsoft.storagesync/storagesyncservices', 'Azure File Sync',\r\ntype contains 'microsoft.hybridcompute/machines', 'ARC Machines',\r\ntype contains 'Microsoft.EventHub', 'Event Hub',\r\ntype contains 'Microsoft.EventGrid', 'Event Grid',\r\ntype contains 'Microsoft.Sql', 'SQL Resources',\r\ntype contains 'Microsoft.HDInsight/clusters', 'HDInsight Clusters',\r\ntype contains 'microsoft.devtestlab', 'DevTest Labs Resources',\r\ntype contains 'microsoft.containerinstance', 'Container Instances Resources',\r\ntype contains 'microsoft.portal/dashboards', 'Azure Dashboards',\r\ntype contains 'microsoft.containerregistry/registries', 'Container Registry',\r\ntype contains 'microsoft.automation', 'Automation Resources',\r\ntype contains 'sendgrid.email/accounts', 'SendGrid Accounts',\r\ntype contains 'microsoft.datafactory/factories', 'Data Factory',\r\ntype contains 'microsoft.databricks/workspaces', 'Databricks Workspaces',\r\ntype contains 'microsoft.machinelearningservices/workspaces', 'Machine Learnings Workspaces',\r\ntype contains 'microsoft.alertsmanagement/smartdetectoralertrules', 'Azure Monitor Resources',\r\ntype contains 'microsoft.apimanagement/service', 'API Management Services',\r\ntype contains 'microsoft.dbforpostgresql', 'PostgreSQL Resources',\r\ntype contains 'microsoft.scheduler/jobcollections', 'Scheduler Job Collections',\r\ntype contains 'microsoft.visualstudio/account', 'Azure DevOps Organization',\r\ntype contains 'microsoft.network/', 'Network Resources',\r\ntype contains 'microsoft.migrate/' or type contains 'microsoft.offazure', 'Azure Migrate Resources',\r\ntype contains 'microsoft.servicebus/namespaces', 'Service Bus Namespaces',\r\ntype contains 'microsoft.classic', 'ASM Obsolete Resources',\r\ntype contains 'microsoft.resources/templatespecs', 'Template Spec Resources',\r\ntype contains 'microsoft.virtualmachineimages', 'VM Image Templates',\r\ntype contains 'microsoft.documentdb', 'CosmosDB DB Resources',\r\ntype contains 'microsoft.alertsmanagement/actionrules', 'Azure Monitor Resources',\r\ntype contains 'microsoft.kubernetes/connectedclusters', 'ARC Kubernetes Clusters',\r\ntype contains 'microsoft.purview', 'Purview Resources',\r\ntype contains 'microsoft.security', 'Security Resources',\r\ntype contains 'microsoft.cdn', 'CDN Resources',\r\ntype contains 'microsoft.devices','IoT Resources',\r\ntype contains 'microsoft.datamigration', 'Data Migraiton Services',\r\ntype contains 'microsoft.cognitiveservices', 'Congitive Services',\r\ntype contains 'microsoft.customproviders', 'Custom Providers',\r\ntype contains 'microsoft.appconfiguration', 'App Services',\r\ntype contains 'microsoft.search', 'Search Services',\r\ntype contains 'microsoft.maps', 'Maps',\r\ntype contains 'microsoft.containerservice/managedclusters', 'AKS',\r\ntype contains 'microsoft.signalrservice', 'SignalR',\r\ntype contains 'microsoft.resourcegraph/queries', 'Resource Graph Queries',\r\ntype contains 'microsoft.batch', 'MS Batch',\r\ntype contains 'microsoft.analysisservices', 'Analysis Services',\r\ntype contains 'microsoft.synapse/workspaces', 'Synapse Workspaces',\r\ntype contains 'microsoft.synapse/workspaces/sqlpools', 'Synapse SQL Pools',\r\ntype contains 'microsoft.kusto/clusters', 'ADX Clusters',\r\ntype contains 'microsoft.resources/deploymentscripts', 'Deployment Scripts',\r\ntype contains 'microsoft.aad/domainservices', 'AD Domain Services',\r\ntype contains 'microsoft.labservices/labaccounts', 'Lab Accounts',\r\ntype contains 'microsoft.automanage/accounts', 'Automanage Accounts',\r\ntype contains 'microsoft.relay/namespaces', 'Azure Relay',\r\ntype contains 'microsoft.notificationhubs/namespaces', 'Notification Hubs',\r\ntype contains 'microsoft.digitaltwins/digitaltwinsinstances', 'Digital Twins',\r\nstrcat(\"Not Translated: \", type))\r\n| summarize count() by type\r\n| order by count_ desc", + "size": 3, + "title": "Resource number by type (Top 10)", + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "tiles", + "tileSettings": { + "showBorder": false, + "titleContent": { + "columnMatch": "type", + "formatter": 1 + }, + "leftContent": { + "columnMatch": "count_", + "formatter": 12, + "formatOptions": { + "palette": "auto" + }, + "numberFormat": { + "unit": 17, + "options": { + "maximumSignificantDigits": 3, + "maximumFractionDigits": 2 + } + } + }, + "rowLimit": 10 + } + }, + "name": "Resource number by type" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources\r\n| summarize count() by location", + "size": 3, + "title": "Resource number by location", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "map", + "mapSettings": { + "locInfo": "AzureLoc", + "sizeSettings": "count_", + "sizeAggregation": "Sum", + "legendMetric": "count_", + "legendAggregation": "Sum", + "itemColorSettings": { + "type": "heatmap", + "colorAggregation": "Sum", + "nodeColorField": "count_", + "heatmapPalette": "greenRed" + }, + "labelSettings": "location", + "locInfoColumn": "location" + } + }, + "name": "Resource number by location" + } + ] + }, + "conditionalVisibility": { + "parameterName": "Subscription", + "comparison": "isNotEqualTo" + }, + "name": "group - Overview metrics" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "RC_Overview" + }, + "name": "RC_Overview" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 1, + "content": { + "json": "## Things to know before creating a virtual machine\r\nThere's always a multitude of design considerations when you build out an application infrastructure in Azure. These aspects of a virtual machine are important to think about to manage virtual machine properly:\r\n- The names of your application resources\r\n- The location where the resources are stored\r\n- The size of the virtual machine\r\n- The maximum number of virtual machines that can be created\r\n- The operating system that the virtual machine runs\r\n- The configuration of the virtual machine after it starts\r\n- The related resources that the virtual machine needs\r\n" + }, + "name": "text - 13" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "Resources | where type =~ 'Microsoft.Compute/virtualMachines'\n| summarize count() by tostring(properties.storageProfile.osDisk.osType)", + "size": 3, + "title": "Virtual machine count per OS type", + "showRefreshButton": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "tiles", + "tileSettings": { + "showBorder": false, + "titleContent": { + "columnMatch": "properties_storageProfile_osDisk_osType", + "formatter": 1 + }, + "leftContent": { + "columnMatch": "count_", + "formatter": 12, + "formatOptions": { + "palette": "auto" + }, + "numberFormat": { + "unit": 17, + "options": { + "maximumSignificantDigits": 3, + "maximumFractionDigits": 2 + } + } + } + } + }, + "name": "Virtual machine count per OS type" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "Resources\r\n| where type =~ 'Microsoft.Compute/virtualMachines'\r\n| project SKU = tostring(properties.hardwareProfile.vmSize)\r\n| summarize count() by SKU\r\n| order by count_ desc", + "size": 1, + "title": "VM by VM type/size", + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "barchart", + "tileSettings": { + "showBorder": false, + "titleContent": { + "columnMatch": "SKU", + "formatter": 1 + }, + "leftContent": { + "columnMatch": "count_", + "formatter": 12, + "formatOptions": { + "palette": "auto" + }, + "numberFormat": { + "unit": 17, + "options": { + "maximumSignificantDigits": 3, + "maximumFractionDigits": 2 + } + } + }, + "rowLimit": 10 + }, + "graphSettings": { + "type": 0, + "topContent": { + "columnMatch": "SKU", + "formatter": 1 + }, + "centerContent": { + "columnMatch": "count_", + "formatter": 1, + "numberFormat": { + "unit": 17, + "options": { + "maximumSignificantDigits": 3, + "maximumFractionDigits": 2 + } + } + } + } + }, + "name": "VM by VM type/size" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources\r\n| where type=~ 'microsoft.compute/virtualmachinescalesets'\r\n| project subscriptionId, name, location, resourceGroup, Capacity = toint(sku.capacity), Tier = sku.name\r\n| order by Capacity desc", + "size": 0, + "title": "Virtual machine scale set capacity and size", + "noDataMessageStyle": 3, + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ] + }, + "name": "query - virtual machine scale set capacity and size" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "Resources | where type == \"microsoft.compute/virtualmachines\"\r\n| extend osDiskId= tostring(properties.storageProfile.osDisk.managedDisk.id)\r\n | join kind=leftouter(resources\r\n | where type =~ 'microsoft.compute/disks'\r\n | where properties !has 'Unattached'\r\n | where properties has 'osType'\r\n | project OS = tostring(properties.osType), osSku = tostring(sku.name), osDiskSizeGB = toint(properties.diskSizeGB), osDiskId=tostring(id)) on osDiskId\r\n | join kind=leftouter(Resources\r\n | where type =~ 'microsoft.compute/disks'\r\n | where properties !has \"osType\"\r\n | where properties !has 'Unattached'\r\n | project sku = tostring(sku.name), diskSizeGB = toint(properties.diskSizeGB), id = managedBy\r\n | summarize sum(diskSizeGB), count(sku) by id, sku) on id\r\n| project vmId=id, subscriptionId, resourceGroup, OS, location, osDiskId, osSku, osDiskSizeGB, DataDisksGB=sum_diskSizeGB, diskSkuCount=count_sku\r\n| sort by diskSkuCount desc", + "size": 0, + "title": "Compute disks", + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "table", + "gridSettings": { + "formatters": [ + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "location", + "formatter": 17 + } + ], + "filter": true, + "labelSettings": [ + { + "columnId": "vmId", + "label": "Resource Name" + }, + { + "columnId": "subscriptionId", + "label": "Subscription" + }, + { + "columnId": "resourceGroup", + "label": "Resource Group" + }, + { + "columnId": "location", + "label": "Region" + }, + { + "columnId": "osDiskId", + "label": "OS Disk" + }, + { + "columnId": "osSku", + "label": "OS Disk SKU" + }, + { + "columnId": "osDiskSizeGB", + "label": "OS Disk Size" + } + ] + } + }, + "name": "Compute disks" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "Resources\r\n| where type =~ 'microsoft.compute/virtualmachines'\r\n| extend nics=array_length(properties.networkProfile.networkInterfaces)\r\n| mv-expand nic=properties.networkProfile.networkInterfaces\r\n| where nics == 1 or nic.properties.primary =~ 'true' or isempty(nic)\r\n| project vmId = id, vmName = name, vmSize=tostring(properties.hardwareProfile.vmSize), nicId = tostring(nic.id)\r\n\t| join kind=leftouter (\r\n \t\tResources\r\n \t\t| where type =~ 'microsoft.network/networkinterfaces'\r\n \t\t| extend ipConfigsCount=array_length(properties.ipConfigurations)\r\n \t\t| mv-expand ipconfig=properties.ipConfigurations\r\n \t\t| where ipConfigsCount == 1 or ipconfig.properties.primary =~ 'true'\r\n \t\t| project nicId = id, privateIP= tostring(ipconfig.properties.privateIPAddress), publicIpId = tostring(ipconfig.properties.publicIPAddress.id), subscriptionId) on nicId\r\n| project-away nicId1\r\n| summarize by vmId, subscriptionId, vmSize, nicId, privateIP, publicIpId\r\n\t| join kind=leftouter (\r\n \t\tResources\r\n \t\t| where type =~ 'microsoft.network/publicipaddresses'\r\n \t\t| project publicIpId = id, publicIpAddress = tostring(properties.ipAddress)) on publicIpId\r\n| project-away publicIpId1\r\n| sort by publicIpAddress desc", + "size": 0, + "title": "Compute networking", + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "table", + "gridSettings": { + "formatters": [ + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + } + ], + "filter": true, + "labelSettings": [ + { + "columnId": "vmId", + "label": "Resource name" + }, + { + "columnId": "subscriptionId", + "label": "Subscription" + }, + { + "columnId": "vmSize", + "label": "VM size" + }, + { + "columnId": "nicId", + "label": "Network interface" + }, + { + "columnId": "privateIP", + "label": "Private IP" + }, + { + "columnId": "publicIpId", + "label": "Public IP" + }, + { + "columnId": "publicIpAddress", + "label": "Public IP address" + } + ] + } + }, + "name": "Compute networking" + }, + { + "type": 1, + "content": { + "json": "# Managed disk utilization" + }, + "name": "text - 16" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "crossComponentResources": [ + "{Subscription}" + ], + "parameters": [ + { + "id": "ec135d58-9c6b-4998-bd1e-75871c540d7f", + "version": "KqlParameterItem/1.0", + "name": "laworkspace", + "label": "Log Analytics workspace", + "type": 5, + "description": "LA workspaces configured in virtual machines insight settings", + "isRequired": true, + "multiSelect": true, + "quote": "'", + "delimiter": ",", + "query": "where type =~ 'microsoft.operationalinsights/workspaces' | project id", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [ + "value::all" + ], + "showDefault": false + }, + "timeContext": { + "durationMs": 86400000 + }, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "value": [] + } + ], + "style": "above", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + }, + "name": "Log Analytics workspace selector" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "InsightsMetrics\n| where Origin == \"vm.azm.ms\"\n| where Namespace == \"LogicalDisk\"\n| where Name == \"FreeSpacePercentage\"\n| extend t=parse_json(Tags)\n| summarize arg_max(TimeGenerated, *) by tostring(t[\"vm.azm.ms/mountId\"]), Computer // arg_max over TimeGenerated returns the latest record\n| project Computer, TimeGenerated, t[\"vm.azm.ms/mountId\"], Val\n", + "size": 4, + "title": "Managed disks free space", + "timeContext": { + "durationMs": 604800000 + }, + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces", + "crossComponentResources": [ + "{laworkspace}" + ], + "visualization": "table", + "gridSettings": { + "formatters": [ + { + "columnMatch": "Val", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": ">=", + "thresholdValue": "90", + "representation": "4", + "text": "{0}{1}" + }, + { + "operator": ">=", + "thresholdValue": "50", + "representation": "2", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "success", + "text": "{0}{1}" + } + ] + }, + "numberFormat": { + "unit": 1, + "options": { + "style": "decimal", + "useGrouping": false, + "maximumFractionDigits": 0 + } + } + } + ], + "labelSettings": [ + { + "columnId": "Computer", + "label": "Computer" + }, + { + "columnId": "TimeGenerated", + "label": "TimeGenerated" + }, + { + "columnId": "t_vm.azm.ms/mountId", + "label": "Drive" + }, + { + "columnId": "Val", + "label": "Free space percentage" + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "laworkspace", + "comparison": "isNotEqualTo" + }, + "name": "Managed disks free space" + }, + { + "type": 1, + "content": { + "json": "# Compute optimization" + }, + "name": "text - 9" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "advisorresources\r\n| where type == \"microsoft.advisor/recommendations\"\r\n| where tostring (properties.category) has \"Cost\"\r\n| where properties.shortDescription.problem has \"underutilized\"\r\n| where properties.impactedField has \"Compute\" or properties.impactedField has \"Container\" or properties.impactedField has \"Web\"\r\n| project AffectedResource=tostring(properties.resourceMetadata.resourceId),Impact=properties.impact,resourceGroup,AdditionaInfo=properties.extendedProperties,subscriptionId,Recommendation=tostring(properties.shortDescription.problem)\r\n", + "size": 0, + "title": "Underused assets", + "noDataMessage": "No underused asset", + "noDataMessageStyle": 3, + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ] + }, + "customWidth": "100", + "name": "Underused assets" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "parameters": [ + { + "id": "37cdc20d-07c3-466c-84bb-4d8050932641", + "version": "KqlParameterItem/1.0", + "name": "OrphanDisks", + "label": "Orphaned", + "type": 10, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "jsonData": "[[\r\n { \"value\":\"!=\", \"label\":\"No\" },\r\n { \"value\":\"==\", \"label\":\"Yes\" }\r\n]", + "timeContext": { + "durationMs": 86400000 + }, + "value": "!=" + } + ], + "style": "above", + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces" + }, + "name": "Disks" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "Resources \r\n| where type contains \"microsoft.compute/disks\" \r\n| extend diskState = tostring(properties.diskState)\r\n| where managedBy {OrphanDisks} \"\" or diskState {OrphanDisks} 'Unattached'\r\n| project id, subscriptionId, resourceGroup, diskState, location", + "size": 0, + "title": "Managed disks", + "noDataMessageStyle": 3, + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "location", + "formatter": 17 + } + ], + "labelSettings": [ + { + "columnId": "id", + "label": "Resource Name" + }, + { + "columnId": "subscriptionId", + "label": "Subscription" + }, + { + "columnId": "resourceGroup", + "label": "Resource group" + }, + { + "columnId": "diskState", + "label": "Disk state" + }, + { + "columnId": "location", + "label": "Region" + } + ] + } + }, + "name": "Managed disks" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "parameters": [ + { + "id": "2d9b8893-0af4-480a-9ac7-639efb771ecb", + "version": "KqlParameterItem/1.0", + "name": "OrphanNIC", + "label": "Orphaned", + "type": 10, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "jsonData": "[[\r\n { \"value\":\"has 'virtualmachine' or isnotnull(privateEndPoint)\", \"label\":\"No\" },\r\n { \"value\":\"!has 'virtualmachine' and isnull(privateEndPoint)\", \"label\":\"Yes\" }\r\n]", + "timeContext": { + "durationMs": 86400000 + }, + "value": "has 'virtualmachine' or isnotnull(privateEndPoint)" + } + ], + "style": "above", + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces" + }, + "name": "NICs - Copy" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "Resources\r\n| where type has \"microsoft.network/networkinterfaces\"\r\n| extend VM = properties.virtualMachine.id\r\n| extend privateEndPoint = properties['privateEndpoint']['id']\r\n| where properties {OrphanNIC}\r\n| where properties['linkedResourceType'] != \"Microsoft.Netapp/volumes\"\r\n| project id, subscriptionId, resourceGroup, location, VM, privateEndPoint, properties\r\n", + "size": 0, + "title": "NICs", + "noDataMessageStyle": 3, + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "location", + "formatter": 17 + }, + { + "columnMatch": "properties", + "formatter": 7, + "formatOptions": { + "linkTarget": "CellDetails", + "linkLabel": "πŸ” View details", + "linkIsContextBlade": true + } + } + ], + "labelSettings": [ + { + "columnId": "id", + "label": "Resource name" + }, + { + "columnId": "subscriptionId", + "label": "Subscription" + }, + { + "columnId": "resourceGroup", + "label": "Resource group" + }, + { + "columnId": "location", + "label": "Region" + }, + { + "columnId": "VM", + "label": "Virtual machine" + }, + { + "columnId": "privateEndPoint", + "label": "Private end point" + }, + { + "columnId": "properties", + "label": "Details" + } + ] + } + }, + "name": "NICs" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "crossComponentResources": [ + "{Subscription}" + ], + "parameters": [ + { + "id": "98d786aa-8835-493f-9fe4-fe5da150392b", + "version": "KqlParameterItem/1.0", + "name": "VMState", + "label": "Virtual machine state", + "type": 2, + "query": "resources\r\n| where type == \"microsoft.compute/virtualmachines\"\r\n| extend state = properties['extended']['instanceView']['powerState']['displayStatus']\r\n| summarize by tostring(state)", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "timeContext": { + "durationMs": 86400000 + }, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "value": null + } + ], + "style": "above", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + }, + "name": "parameters - VMState" + }, + { + "type": 1, + "content": { + "json": "Select a virtual machine state to display the list of resource.", + "style": "info" + }, + "conditionalVisibility": { + "parameterName": "VMState", + "comparison": "isEqualTo" + }, + "name": "text - VMState" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "Resources | where type == \"microsoft.compute/virtualmachines\"\r\n| extend vmState = tostring(properties.extended.instanceView.powerState.displayStatus)\r\n| extend vmState = iif(isempty(vmState), \"VM State Unknown\", (vmState))\r\n| summarize count() by vmState", + "size": 3, + "showRefreshButton": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "tiles", + "tileSettings": { + "titleContent": { + "columnMatch": "vmState", + "formatter": 1 + }, + "leftContent": { + "columnMatch": "count_", + "formatter": 12, + "formatOptions": { + "palette": "auto" + }, + "numberFormat": { + "unit": 17, + "options": { + "maximumSignificantDigits": 3, + "maximumFractionDigits": 2 + } + } + }, + "showBorder": false + }, + "graphSettings": { + "type": 0, + "topContent": { + "columnMatch": "vmState", + "formatter": 1 + }, + "centerContent": { + "columnMatch": "count_", + "formatter": 1, + "numberFormat": { + "unit": 17, + "options": { + "maximumSignificantDigits": 3, + "maximumFractionDigits": 2 + } + } + } + } + }, + "name": "query - VM state chart" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources\r\n| where type == \"microsoft.compute/virtualmachines\"\r\n| extend vmSize = tostring(properties.hardwareProfile.vmSize)\r\n| extend vmState = properties['extended']['instanceView']['powerState']['displayStatus']\r\n| where vmState == '{VMState}'\r\n| project id, subscriptionId, resourceGroup, vmState, vmSize, location", + "size": 0, + "title": "Virtual machine list by powerstate", + "noDataMessageStyle": 3, + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "resourceGroup", + "formatter": 14, + "formatOptions": { + "linkTarget": null, + "showIcon": false + } + }, + { + "columnMatch": "id", + "formatter": 13, + "formatOptions": { + "linkTarget": "Resource", + "showIcon": true + } + }, + { + "columnMatch": "vmSize", + "formatter": 0, + "formatOptions": { + "customColumnWidthSetting": "19.1429ch" + } + }, + { + "columnMatch": "location", + "formatter": 17, + "formatOptions": { + "customColumnWidthSetting": "108px" + } + } + ], + "filter": true, + "labelSettings": [ + { + "columnId": "id", + "label": "Resource Name" + }, + { + "columnId": "subscriptionId", + "label": "Subscription" + }, + { + "columnId": "resourceGroup", + "label": "Resource Group" + }, + { + "columnId": "vmState", + "label": "VM State" + }, + { + "columnId": "vmSize", + "label": "VM Size" + }, + { + "columnId": "location", + "label": "Region" + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "VMState", + "comparison": "isNotEqualTo" + }, + "name": "query - VM list by powerstate" + }, + { + "type": 1, + "content": { + "json": "States and billing status of Azure virtual machines : https://learn.microsoft.com/azure/virtual-machines/states-billing", + "style": "info" + }, + "name": "Info VM states" + } + ] + }, + "conditionalVisibility": { + "parameterName": "Subscription", + "comparison": "isNotEqualTo" + }, + "name": "group - VMQueries" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "RC_VM" + }, + "name": "RC_VM" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 1, + "content": { + "json": "## Storage account + backup" + }, + "name": "text - 9" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources \r\n| where type =~ 'microsoft.storagesync/storagesyncservices'\r\n\tor type =~ 'microsoft.recoveryservices/vaults'\r\n\tor type =~ 'microsoft.storage/storageaccounts'\r\n\tor type =~ 'microsoft.keyvault/vaults'\r\n| extend type = case(\r\n\ttype =~ 'microsoft.storagesync/storagesyncservices', 'Azure File Sync',\r\n\ttype =~ 'microsoft.recoveryservices/vaults', 'Azure Backup',\r\n\ttype =~ 'microsoft.storage/storageaccounts', 'Storage Accounts',\r\n\ttype =~ 'microsoft.keyvault/vaults', 'Key Vaults',\r\n\tstrcat(\"Not Translated: \", type))\r\n| where type !has \"Not Translated\"\r\n| summarize count() by type", + "size": 3, + "title": "Count of all resource types", + "noDataMessage": "No resources found", + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "tiles", + "gridSettings": { + "formatters": [ + { + "columnMatch": "$gen_group", + "formatter": 13, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "Resource", + "formatter": 5 + }, + { + "columnMatch": "subscriptionId", + "formatter": 5 + } + ], + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "subscriptionId" + ], + "expandTopLevel": true, + "finalBy": "Resource" + } + }, + "tileSettings": { + "titleContent": { + "columnMatch": "type", + "formatter": 1 + }, + "leftContent": { + "columnMatch": "count_", + "formatter": 12, + "formatOptions": { + "palette": "auto" + }, + "numberFormat": { + "unit": 17, + "options": { + "maximumSignificantDigits": 3, + "maximumFractionDigits": 2 + } + } + }, + "showBorder": false, + "sortCriteriaField": "type", + "sortOrderField": 1 + } + }, + "name": "query - Storage - Resource Overview " + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources \r\n| where type =~ 'microsoft.storagesync/storagesyncservices'\r\n\tor type =~ 'microsoft.recoveryservices/vaults'\r\n\tor type =~ 'microsoft.storage/storageaccounts'\r\n\tor type =~ 'microsoft.keyvault/vaults'\r\n| extend type = case(\r\n\ttype =~ 'microsoft.storagesync/storagesyncservices', 'Azure File Sync',\r\n\ttype =~ 'microsoft.recoveryservices/vaults', 'Azure Backup',\r\n\ttype =~ 'microsoft.storage/storageaccounts', 'Storage Accounts',\r\n\ttype =~ 'microsoft.keyvault/vaults', 'Key Vaults',\r\n\tstrcat(\"Not Translated: \", type))\r\n| extend Sku = case(\r\n\ttype !has 'Key Vaults', sku.name,\r\n\ttype =~ 'Key Vaults', properties.sku.name,\r\n\t' ')\r\n| extend Details = pack_all()\r\n| project Resource=id, type, kind, subscriptionId, resourceGroup, Sku, Details", + "size": 0, + "title": "Resource details", + "noDataMessage": "No resources found", + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "$gen_group", + "formatter": 13, + "formatOptions": { + "linkTarget": "Resource", + "showIcon": true + } + }, + { + "columnMatch": "Resource", + "formatter": 5 + }, + { + "columnMatch": "subscriptionId", + "formatter": 5 + }, + { + "columnMatch": "Details", + "formatter": 7, + "formatOptions": { + "linkTarget": "CellDetails", + "linkLabel": "πŸ” View Details", + "linkIsContextBlade": true + } + } + ], + "rowLimit": 1000, + "filter": true, + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "subscriptionId" + ], + "expandTopLevel": true, + "finalBy": "Resource" + } + } + }, + "name": "query - Storage - Resource Detailed" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "parameters": [ + { + "id": "e94aafa3-c5d9-4523-89f0-4e87aa754511", + "version": "KqlParameterItem/1.0", + "name": "Resources", + "label": "Storage accounts", + "type": 5, + "isRequired": true, + "multiSelect": true, + "quote": "'", + "delimiter": ",", + "query": "where type =~ 'microsoft.storage/storageaccounts'\n| order by name asc\n| extend Rank = row_number()\n| project value = id, label = id, selected = Rank <= 5", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "resourceTypeFilter": { + "microsoft.storage/storageaccounts": true + }, + "additionalResourceOptions": [ + "value::all" + ], + "showDefault": false + }, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "value": [ + "value::all" + ] + }, + { + "id": "c4b69c01-2263-4ada-8d9c-43433b739ff3", + "version": "KqlParameterItem/1.0", + "name": "TimeRange", + "type": 4, + "isRequired": true, + "typeSettings": { + "selectableValues": [ + { + "durationMs": 300000, + "createdTime": "2018-08-06T23:52:38.87Z", + "isInitialTime": false, + "grain": 1, + "useDashboardTimeRange": false + }, + { + "durationMs": 900000, + "createdTime": "2018-08-06T23:52:38.871Z", + "isInitialTime": false, + "grain": 1, + "useDashboardTimeRange": false + }, + { + "durationMs": 1800000, + "createdTime": "2018-08-06T23:52:38.871Z", + "isInitialTime": false, + "grain": 1, + "useDashboardTimeRange": false + }, + { + "durationMs": 3600000, + "createdTime": "2018-08-06T23:52:38.871Z", + "isInitialTime": false, + "grain": 1, + "useDashboardTimeRange": false + }, + { + "durationMs": 14400000, + "createdTime": "2018-08-06T23:52:38.871Z", + "isInitialTime": false, + "grain": 1, + "useDashboardTimeRange": false + }, + { + "durationMs": 43200000, + "createdTime": "2018-08-06T23:52:38.871Z", + "isInitialTime": false, + "grain": 1, + "useDashboardTimeRange": false + }, + { + "durationMs": 86400000, + "createdTime": "2018-08-06T23:52:38.871Z", + "isInitialTime": false, + "grain": 1, + "useDashboardTimeRange": false + }, + { + "durationMs": 172800000, + "createdTime": "2018-08-06T23:52:38.871Z", + "isInitialTime": false, + "grain": 1, + "useDashboardTimeRange": false + }, + { + "durationMs": 259200000, + "createdTime": "2018-08-06T23:52:38.871Z", + "isInitialTime": false, + "grain": 1, + "useDashboardTimeRange": false + }, + { + "durationMs": 604800000, + "createdTime": "2018-08-06T23:52:38.871Z", + "isInitialTime": false, + "grain": 1, + "useDashboardTimeRange": false + } + ], + "allowCustom": true + }, + "value": { + "durationMs": 172800000 + }, + "label": "Time range" + }, + { + "id": "9b48988f-dcd2-48cc-b233-5999ed32149f", + "version": "KqlParameterItem/1.0", + "name": "Message", + "type": 1, + "query": "where type == 'microsoft.storage/storageaccounts' \n| summarize Selected = countif(id in ({Resources:value})), Total = count()\n| extend Selected = iff(Selected > 200, 200, Selected)\n| project Message = strcat('# ', Selected, ' / ', Total)", + "crossComponentResources": [ + "{Subscription}" + ], + "isHiddenWhenLocked": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + }, + { + "id": "070b2474-4e01-478d-a7fa-6c20ad8ea1ad", + "version": "KqlParameterItem/1.0", + "name": "ResourceName", + "type": 1, + "isRequired": true, + "isHiddenWhenLocked": true, + "criteriaData": [ + { + "condition": "else result = 'Storage account'", + "criteriaContext": { + "operator": "Default", + "rightValType": "param", + "resultValType": "static", + "resultVal": "Storage account" + } + } + ] + }, + { + "id": "c6c32b32-6eb4-44d5-9cad-156d5d50ec3e", + "version": "KqlParameterItem/1.0", + "name": "ResourceImageUrl", + "type": 1, + "description": "used as a parameter for No Subcriptions workbook template", + "isHiddenWhenLocked": true + } + ], + "style": "above", + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces" + }, + "name": "parameters - 1", + "styleSettings": { + "margin": "15px 0 0 0" + } + }, + { + "type": 1, + "content": { + "json": "## Storage accounts details" + }, + "name": "text - 8" + }, + { + "type": 11, + "content": { + "version": "LinkItem/1.0", + "style": "tabs", + "links": [ + { + "id": "27d282bb-38ae-4ceb-b2bb-063db08ec6bc", + "cellValue": "selectedTab", + "linkTarget": "parameter", + "linkLabel": "Overview", + "subTarget": "Overview" + }, + { + "id": "9a52f588-fff8-47fe-b56d-81b8068ff6f7", + "cellValue": "selectedTab", + "linkTarget": "parameter", + "linkLabel": "Capacity", + "subTarget": "Capacity" + } + ] + }, + "name": "Navigation links", + "styleSettings": { + "margin": "10px 0 0 0" + } + }, + { + "type": 1, + "content": { + "json": "### Overview section" + }, + "conditionalVisibility": { + "parameterName": "1", + "comparison": "isEqualTo", + "value": "2" + }, + "name": "text - 4" + }, + { + "type": 10, + "content": { + "chartId": "workbookdb19a8d8-91af-44ea-951d-5ffa133b2ebe", + "version": "MetricsItem/2.0", + "size": 2, + "chartType": 0, + "resourceType": "microsoft.storage/storageaccounts", + "metricScope": 0, + "resourceParameter": "Resources", + "resourceIds": [ + "{Resources}" + ], + "timeContextFromParameter": "TimeRange", + "timeContext": { + "durationMs": 172800000 + }, + "metrics": [ + { + "namespace": "microsoft.storage/storageaccounts", + "metric": "microsoft.storage/storageaccounts-Transaction-Transactions", + "aggregation": 1 + }, + { + "namespace": "microsoft.storage/storageaccounts", + "metric": "microsoft.storage/storageaccounts-Transaction-SuccessE2ELatency", + "aggregation": 4 + }, + { + "namespace": "microsoft.storage/storageaccounts", + "metric": "microsoft.storage/storageaccounts-Transaction-SuccessServerLatency", + "aggregation": 4 + }, + { + "namespace": "microsoft.storage/storageaccounts", + "metric": "microsoft.storage/storageaccounts-Transaction-Transactions", + "aggregation": 1, + "splitBy": [ + "ResponseType" + ], + "splitBySortOrder": -1, + "splitByLimit": 4, + "columnName": "Errors" + } + ], + "resourceLimit": 200, + "gridSettings": { + "formatters": [ + { + "columnMatch": "$gen_group", + "formatter": 13, + "formatOptions": { + "linkTarget": "Resource", + "subTarget": "insights", + "showIcon": true + } + }, + { + "columnMatch": "Subscription", + "formatter": 5, + "formatOptions": { + "showIcon": true + } + }, + { + "columnMatch": "Name", + "formatter": 5, + "formatOptions": { + "showIcon": true + } + }, + { + "columnMatch": "microsoft.storage/storageaccounts-Transaction-Transactions$|Transactions$", + "formatter": 8, + "formatOptions": { + "min": 0, + "palette": "blue", + "showIcon": true, + "aggregation": "Sum" + }, + "numberFormat": { + "unit": 17, + "options": { + "style": "decimal", + "maximumFractionDigits": 1 + } + } + }, + { + "columnMatch": "microsoft.storage/storageaccounts-Transaction-Transactions Timeline$|Transactions Timeline$", + "formatter": 21, + "formatOptions": { + "min": 0, + "palette": "blue", + "showIcon": true + } + }, + { + "columnMatch": "microsoft.storage/storageaccounts-Transaction-SuccessE2ELatency$|microsoft.storage/storageaccounts-Transaction-SuccessServerLatency$|E2E Latency$|Server Latency$", + "formatter": 8, + "formatOptions": { + "min": 0, + "palette": "blue", + "linkTarget": "WorkbookTemplate", + "showIcon": true, + "workbookContext": { + "componentIdSource": "column", + "componentId": "Name", + "resourceIdsSource": "column", + "resourceIds": "Name", + "templateIdSource": "static", + "templateId": "Community-Workbooks/Individual Storage/Performance", + "typeSource": "static", + "type": "workbook", + "gallerySource": "static", + "gallery": "microsoft.storage/storageaccounts" + } + }, + "numberFormat": { + "unit": 23, + "options": { + "style": "decimal", + "maximumFractionDigits": 2 + } + } + }, + { + "columnMatch": "microsoft.storage/storageaccounts-Transaction-SuccessE2ELatency Timeline$|E2E Latency Timeline$", + "formatter": 5, + "formatOptions": { + "showIcon": true + } + }, + { + "columnMatch": "microsoft.storage/storageaccounts-Transaction-SuccessServerLatency Timeline", + "formatter": 5, + "formatOptions": { + "showIcon": true + } + }, + { + "columnMatch": "Success/Errors", + "formatter": 5, + "formatOptions": { + "showIcon": true + } + }, + { + "columnMatch": "success/Errors", + "formatter": 5, + "formatOptions": { + "showIcon": true + } + }, + { + "columnMatch": ".*\\/Errors", + "formatter": 8, + "formatOptions": { + "min": 0, + "palette": "gray", + "linkTarget": "WorkbookTemplate", + "showIcon": true, + "workbookContext": { + "componentIdSource": "column", + "componentId": "Name", + "resourceIdsSource": "column", + "resourceIds": "Name", + "templateIdSource": "static", + "templateId": "Community-Workbooks/Individual Storage/Failures", + "typeSource": "static", + "type": "workbook", + "gallerySource": "static", + "gallery": "microsoft.storage/storageaccounts" + } + }, + "numberFormat": { + "unit": 17, + "options": { + "style": "decimal", + "maximumFractionDigits": 1 + } + } + }, + { + "columnMatch": "Server Latency Timeline", + "formatter": 5, + "formatOptions": { + "showIcon": true + } + } + ], + "rowLimit": 10000, + "filter": true, + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "Subscription" + ], + "expandTopLevel": true, + "finalBy": "Name" + }, + "sortBy": [ + { + "itemKey": "$gen_heatmap_microsoft.storage/storageaccounts-Transaction-Transactions$|Transactions$_3", + "sortOrder": 2 + } + ], + "labelSettings": [ + { + "columnId": "Subscription", + "label": "Subscription" + }, + { + "columnId": "microsoft.storage/storageaccounts-Transaction-Transactions", + "label": "Transactions" + }, + { + "columnId": "microsoft.storage/storageaccounts-Transaction-Transactions Timeline", + "label": "Transactions timeline" + }, + { + "columnId": "microsoft.storage/storageaccounts-Transaction-SuccessE2ELatency", + "label": "E2E latency" + }, + { + "columnId": "microsoft.storage/storageaccounts-Transaction-SuccessE2ELatency Timeline", + "label": "E2E latency timeline" + }, + { + "columnId": "microsoft.storage/storageaccounts-Transaction-SuccessServerLatency", + "label": "Server latency" + }, + { + "columnId": "microsoft.storage/storageaccounts-Transaction-SuccessServerLatency Timeline", + "label": "Server latency timeline" + } + ] + }, + "sortBy": [ + { + "itemKey": "$gen_heatmap_microsoft.storage/storageaccounts-Transaction-Transactions$|Transactions$_3", + "sortOrder": 2 + } + ], + "showExportToExcel": true + }, + "conditionalVisibility": { + "parameterName": "selectedTab", + "comparison": "isEqualTo", + "value": "Overview" + }, + "showPin": true, + "name": "storage account metrics", + "styleSettings": { + "margin": "0 10px 0 10px" + } + }, + { + "type": 1, + "content": { + "json": "## Capacity section" + }, + "conditionalVisibility": { + "parameterName": "1", + "comparison": "isEqualTo", + "value": "2" + }, + "name": "text - 6" + }, + { + "type": 10, + "content": { + "chartId": "workbookdb19a8d8-91af-44ea-951d-5ffa133b2ebe", + "version": "MetricsItem/2.0", + "size": 3, + "chartType": 0, + "resourceType": "microsoft.storage/storageaccounts", + "metricScope": 0, + "resourceParameter": "Resources", + "resourceIds": [ + "{Resources}" + ], + "timeContextFromParameter": "TimeRange", + "timeContext": { + "durationMs": 172800000 + }, + "metrics": [ + { + "namespace": "microsoft.storage/storageaccounts", + "metric": "microsoft.storage/storageaccounts-Capacity-UsedCapacity", + "aggregation": 4 + }, + { + "namespace": "microsoft.storage/storageaccounts/blobservices", + "metric": "microsoft.storage/storageaccounts/blobservices-Capacity-BlobCapacity", + "aggregation": 4 + }, + { + "namespace": "microsoft.storage/storageaccounts/fileservices", + "metric": "microsoft.storage/storageaccounts/fileservices-Capacity-FileCapacity", + "aggregation": 4 + }, + { + "namespace": "microsoft.storage/storageaccounts/queueservices", + "metric": "microsoft.storage/storageaccounts/queueservices-Capacity-QueueCapacity", + "aggregation": 4 + }, + { + "namespace": "microsoft.storage/storageaccounts/tableservices", + "metric": "microsoft.storage/storageaccounts/tableservices-Capacity-TableCapacity", + "aggregation": 4 + } + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "$gen_group", + "formatter": 13, + "formatOptions": { + "linkTarget": "Resource", + "subTarget": "insights", + "showIcon": true + } + }, + { + "columnMatch": "Subscription", + "formatter": 5, + "formatOptions": { + "showIcon": true + } + }, + { + "columnMatch": "Name", + "formatter": 5, + "formatOptions": { + "showIcon": true + } + }, + { + "columnMatch": "microsoft.storage/storageaccounts-Capacity-UsedCapacity$|microsoft.storage/storageaccounts/blobservices-Capacity-BlobCapacity$|microsoft.storage/storageaccounts/fileservices-Capacity-FileCapacity$|microsoft.storage/storageaccounts/queueservices-Capacity-QueueCapacity$|microsoft.storage/storageaccounts/tableservices-Capacity-TableCapacity$", + "formatter": 8, + "formatOptions": { + "min": 0, + "palette": "blue", + "linkTarget": "WorkbookTemplate", + "showIcon": true, + "workbookContext": { + "componentIdSource": "column", + "componentId": "Name", + "resourceIdsSource": "column", + "resourceIds": "Name", + "templateIdSource": "static", + "templateId": "Community-Workbooks/Individual Storage/Capacity", + "typeSource": "static", + "type": "workbook", + "gallerySource": "static", + "gallery": "microsoft.storage/storageaccounts" + } + }, + "numberFormat": { + "unit": 2, + "options": { + "style": "decimal", + "maximumFractionDigits": 1 + } + } + }, + { + "columnMatch": "microsoft.storage/storageaccounts-Capacity-UsedCapacity Timeline$|Account used capacity Timeline$", + "formatter": 21, + "formatOptions": { + "min": 0, + "palette": "blue", + "showIcon": true + } + }, + { + "columnMatch": "microsoft.storage/storageaccounts/blobservices-Capacity-BlobCapacity Timeline$|Blob capacity Timeline$", + "formatter": 5, + "formatOptions": { + "showIcon": true + } + }, + { + "columnMatch": "microsoft.storage/storageaccounts/fileservices-Capacity-FileCapacity Timeline$|File capacity Timeline$", + "formatter": 5, + "formatOptions": { + "showIcon": true + } + }, + { + "columnMatch": "microsoft.storage/storageaccounts/queueservices-Capacity-QueueCapacity Timeline$|Queue capacity Timeline$", + "formatter": 5, + "formatOptions": { + "showIcon": true + } + }, + { + "columnMatch": "microsoft.storage/storageaccounts/tableservices-Capacity-TableCapacity Timeline$|Table capacity Timeline$", + "formatter": 5, + "formatOptions": { + "showIcon": true + } + } + ], + "rowLimit": 10000, + "filter": true, + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "Subscription" + ], + "expandTopLevel": true, + "finalBy": "Name" + }, + "sortBy": [ + { + "itemKey": "$gen_link_$gen_group_0", + "sortOrder": 1 + } + ], + "labelSettings": [ + { + "columnId": "Subscription", + "label": "Subscription" + }, + { + "columnId": "microsoft.storage/storageaccounts-Capacity-UsedCapacity", + "label": "Account used capacity" + }, + { + "columnId": "microsoft.storage/storageaccounts-Capacity-UsedCapacity Timeline", + "label": "Account used capacity timeline" + }, + { + "columnId": "microsoft.storage/storageaccounts/blobservices-Capacity-BlobCapacity", + "label": "Blob capacity" + }, + { + "columnId": "microsoft.storage/storageaccounts/blobservices-Capacity-BlobCapacity Timeline", + "label": "Blob capacity timeline" + }, + { + "columnId": "microsoft.storage/storageaccounts/fileservices-Capacity-FileCapacity", + "label": "File capacity" + }, + { + "columnId": "microsoft.storage/storageaccounts/fileservices-Capacity-FileCapacity Timeline", + "label": "File capacity timeline" + }, + { + "columnId": "microsoft.storage/storageaccounts/queueservices-Capacity-QueueCapacity", + "label": "Queue capacity" + }, + { + "columnId": "microsoft.storage/storageaccounts/queueservices-Capacity-QueueCapacity Timeline", + "label": "Queue capacity timeline" + }, + { + "columnId": "microsoft.storage/storageaccounts/tableservices-Capacity-TableCapacity", + "label": "Table capacity" + }, + { + "columnId": "microsoft.storage/storageaccounts/tableservices-Capacity-TableCapacity Timeline", + "label": "Table capacity timeline" + } + ] + }, + "sortBy": [ + { + "itemKey": "$gen_link_$gen_group_0", + "sortOrder": 1 + } + ], + "showExportToExcel": true + }, + "conditionalVisibility": { + "parameterName": "selectedTab", + "comparison": "isEqualTo", + "value": "Capacity" + }, + "showPin": true, + "name": "storage account capacity metrics", + "styleSettings": { + "margin": "0 10px 0 10px" + } + } + ] + }, + "conditionalVisibility": { + "parameterName": "Subscription", + "comparison": "isNotEqualTo", + "value": "" + }, + "name": "Storage account + backup" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 1, + "content": { + "json": "Azure Backup now provides a set of customizable reporting templates to help you generate audit evidence reports for backup in an easier way. [Learn more](https://aka.ms/BCDRAuditReportTemplates).", + "style": "upsell" + }, + "name": "AuditText" + }, + { + "type": 1, + "content": { + "json": "## Backup details\r\n### Manage and securely backup your resources\r\nExplore and monitor backup estate at scale in real time across vaults." + }, + "name": "text - 8" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "crossComponentResources": [ + "{Subscription}" + ], + "parameters": [ + { + "id": "2373a24f-ad32-4909-a7f6-59b373dcde6c", + "version": "KqlParameterItem/1.0", + "name": "Workspaces", + "label": "Workspace", + "type": 5, + "description": "LA workspaces configured in vault diagnostic settings", + "isRequired": true, + "multiSelect": true, + "quote": "'", + "delimiter": ",", + "query": "where type =~ 'microsoft.operationalinsights/workspaces' | project id", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "value": [] + } + ], + "style": "above", + "doNotRunWhenHidden": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + }, + "customWidth": "100", + "name": "Filters1" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "crossComponentResources": [ + "{Workspaces}" + ], + "parameters": [ + { + "id": "2965ad33-1401-47c9-8f4b-9b7126f87014", + "version": "KqlParameterItem/1.0", + "name": "TimeRange", + "label": "Time Range", + "type": 4, + "description": "Period of time for which reports should be viewed", + "isRequired": true, + "typeSettings": { + "selectableValues": [ + { + "durationMs": 259200000 + }, + { + "durationMs": 604800000 + }, + { + "durationMs": 1209600000 + }, + { + "durationMs": 2419200000 + }, + { + "durationMs": 2592000000 + }, + { + "durationMs": 5184000000 + }, + { + "durationMs": 7776000000 + } + ], + "allowCustom": true + }, + "value": { + "durationMs": 604800000 + } + }, + { + "id": "efede5fa-f577-4766-b9b6-6ba4e525f844", + "version": "KqlParameterItem/1.0", + "name": "DataSourceSubscription", + "label": "Datasource Subscription", + "type": 6, + "description": "Use to filter for datasources within a specific subscription", + "isRequired": true, + "multiSelect": true, + "quote": "", + "delimiter": ",", + "query": "let RangeStart = startofday({TimeRange:start});\r\nlet RangeEnd = iff(startofday({TimeRange:end}) == startofday(now()) ,startofday({TimeRange:end}) - 1d , startofday({TimeRange:end}));\r\nlet VaultSubscriptionList = \"*\";\r\nlet VaultLocationList = \"*\";\r\nlet VaultList = \"*\";\r\nlet VaultTypeList = \"*\";\r\nlet ExcludeLegacyEvent = true;\r\nlet BackupSolutionList = \"*\";\r\nlet ProtectionInfoList = \"*\";\r\nlet Item_search = \"*;*\";\r\nlet ItemArray = split(Item_search, \";\");\r\nlet ItemArray_length = array_length(ItemArray);\r\nlet BackupInstanceName = iff(ItemArray_length == 2, ItemArray[1], ItemArray[0] );\r\nlet DatasourceSetName = iff(ItemArray_length == 2, ItemArray[0], \"\");\r\nlet DisplayAllFields = false;\r\n_AzureBackup_GetBackupInstances(RangeStart, RangeEnd, VaultSubscriptionList, VaultLocationList, VaultList, VaultTypeList, ExcludeLegacyEvent, BackupSolutionList, ProtectionInfoList, DatasourceSetName, BackupInstanceName, DisplayAllFields)\r\n| distinct tostring(split(tostring(todynamic(DatasourceResourceId)),\"/\")[2])", + "crossComponentResources": [ + "{Workspaces}" + ], + "typeSettings": { + "additionalResourceOptions": [ + "value::all" + ], + "selectAllValue": "*", + "showDefault": false + }, + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces", + "value": [] + }, + { + "id": "256c7e33-df90-4956-aaf3-699aeaad912f", + "version": "KqlParameterItem/1.0", + "name": "DataSourceLocation", + "label": "Data source location", + "type": 2, + "description": "Use to filter for data sources within a specific location", + "isRequired": true, + "multiSelect": true, + "quote": "", + "delimiter": ",", + "query": "let RangeStart = startofday({TimeRange:start});\r\nlet RangeEnd = iff(startofday({TimeRange:end}) == startofday(now()) ,startofday({TimeRange:end}) - 1d , startofday({TimeRange:end}));\r\nlet VaultSubscriptionList = todynamic( replace(\"/subscriptions/\", \"\", @\"{DataSourceSubscription}\"));\r\nlet VaultLocationList = \"*\";\r\nlet VaultList = \"*\";\r\nlet VaultTypeList = \"*\";\r\nlet ExcludeLegacyEvent = true;\r\nlet BackupSolutionList = \"*\";\r\nlet ProtectionInfoList = \"*\";\r\nlet Item_search = \"*;*\";\r\nlet ItemArray = split(Item_search, \";\");\r\nlet ItemArray_length = array_length(ItemArray);\r\nlet BackupInstanceName = iff(ItemArray_length == 2, ItemArray[1], ItemArray[0] );\r\nlet DatasourceSetName = iff(ItemArray_length == 2, ItemArray[0], \"\");\r\nlet DisplayAllFields = false;\r\n_AzureBackup_GetBackupInstances(RangeStart, RangeEnd, VaultSubscriptionList, VaultLocationList, VaultList, VaultTypeList, ExcludeLegacyEvent, BackupSolutionList, ProtectionInfoList, DatasourceSetName, BackupInstanceName, DisplayAllFields)\r\n| distinct VaultLocation", + "crossComponentResources": [ + "{Workspaces}" + ], + "typeSettings": { + "additionalResourceOptions": [ + "value::all" + ], + "selectAllValue": "*", + "showDefault": false + }, + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces", + "value": [ + "value::all" + ] + }, + { + "id": "16ad110f-4ea3-44d6-826b-4ea3bbd68c93", + "version": "KqlParameterItem/1.0", + "name": "JobOperation", + "label": "Job Operation", + "type": 2, + "description": "Use to filter for a particular operation type", + "isRequired": true, + "multiSelect": true, + "quote": "", + "delimiter": ",", + "typeSettings": { + "additionalResourceOptions": [ + "value::all" + ], + "selectAllValue": "*", + "showDefault": false + }, + "jsonData": "\r\n[ \r\n{ \"value\": \"Backup\", \t\t\t\t\t\t\"label\": \"Backup\" },\r\n{ \"value\": \"Restore\", \t\t\t\t\t\t\"label\": \"Restore\" }\r\n]", + "value": [ + "value::all" + ] + }, + { + "id": "6a6222bf-a28a-4c98-9d74-838e74497167", + "version": "KqlParameterItem/1.0", + "name": "JobStatus", + "label": "Job Status", + "type": 2, + "description": "Use to filter for a particular job status", + "isRequired": true, + "multiSelect": true, + "quote": "", + "delimiter": ",", + "typeSettings": { + "additionalResourceOptions": [ + "value::all" + ], + "selectAllValue": "*", + "showDefault": false + }, + "jsonData": "\r\n[ \r\n{ \"value\": \"Completed\", \t\t\t\t\t\t\"label\": \"Completed\" },\r\n{ \"value\": \"Failed\", \t\t\t\"label\": \"Failed\" },\r\n\r\n{ \"value\": \"CompletedWithWarnings\", \t\t\t\t\t\t\"label\": \"CompletedWithWarnings\" },\r\n{ \"value\": \"Cancelled\", \"label\": \"Cancelled\" }\r\n]", + "value": [ + "value::all" + ] + }, + { + "id": "849a6401-cbaf-44b9-a733-0819f8923791", + "version": "KqlParameterItem/1.0", + "name": "SearchItem", + "label": "Search Item", + "type": 1, + "description": "Use to search for an item by name" + } + ], + "style": "above", + "doNotRunWhenHidden": true, + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces" + }, + "customWidth": "100", + "conditionalVisibility": { + "parameterName": "Workspaces", + "comparison": "isNotEqualTo" + }, + "name": "Filters2" + }, + { + "type": 1, + "content": { + "json": "## Backup job history" + }, + "conditionalVisibility": { + "parameterName": "Workspaces", + "comparison": "isNotEqualTo" + }, + "name": "Heading2" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "\r\nlet RangeStart = startofday({TimeRange:start});\r\nlet RangeEnd = iff(startofday({TimeRange:end}) == startofday(now()) ,startofday({TimeRange:end}) - 1d , startofday({TimeRange:end}));\r\nlet DataSourceSubscriptionList = todynamic( replace(\"/subscriptions/\", \"\", @\"{DataSourceSubscription}\"));\r\nlet DataSourceLocationList = todynamic( @\"{DataSourceLocation}\"); \r\nlet VaultTypeList = \"*\";\r\nlet VaultList = \"*\";\r\nlet ExcludeLegacyEvent = true;\r\nlet BackupSolutionList = \"*\";\r\nlet ProtectionInfoList = \"*\";\r\nlet Item_search = \"*;*\";\r\nlet ItemArray = split(Item_search, \";\");\r\nlet ItemArray_length = array_length(ItemArray);\r\nlet BackupInstanceName = iff(ItemArray_length == 2, ItemArray[1], ItemArray[0] );\r\nlet DatasourceSetName = iff(ItemArray_length == 2, ItemArray[0], \"\");\r\nlet JobOperationList = todynamic( @\"{JobOperation}\"); \r\nlet JobStatusList = todynamic( @\"{JobStatus}\");\r\nlet JobFailureCodeList = \"*\";\r\nlet ExcludeLog = true; \r\n_AzureBackup_GetJobs(RangeStart, RangeEnd, DataSourceSubscriptionList, DataSourceLocationList, VaultList, VaultTypeList, ExcludeLegacyEvent, BackupSolutionList, JobOperationList, JobStatusList, JobFailureCodeList, DatasourceSetName, BackupInstanceName, ExcludeLog)\r\n| where BackupInstanceFriendlyName contains iff(isnotempty('{SearchItem}'),'{SearchItem}',BackupInstanceFriendlyName)\r\n| sort by BackupInstanceId\r\n| summarize count() by Status", + "size": 3, + "title": "Jobs by Status", + "noDataMessage": "No record found for the selected time and scope.", + "showRefreshButton": true, + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces", + "crossComponentResources": [ + "{Workspaces}" + ], + "visualization": "piechart", + "tileSettings": { + "showBorder": false, + "titleContent": { + "columnMatch": "UniqueId", + "formatter": 1 + }, + "leftContent": { + "columnMatch": "DurationInSecs", + "formatter": 12, + "formatOptions": { + "palette": "auto" + }, + "numberFormat": { + "unit": 17, + "options": { + "maximumSignificantDigits": 3, + "maximumFractionDigits": 2 + } + } + } + } + }, + "customWidth": "0", + "conditionalVisibility": { + "parameterName": "Workspaces", + "comparison": "isNotEqualTo" + }, + "name": "Chart1", + "styleSettings": { + "showBorder": true + } + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "crossComponentResources": [ + "{Workspaces}" + ], + "parameters": [ + { + "id": "7a64467f-eec7-495b-9099-233fb7bceb08", + "version": "KqlParameterItem/1.0", + "name": "RowsPerPage", + "label": "Rows per page", + "type": 2, + "description": "Number of rows to display in a single page", + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "jsonData": "[[\r\n { \"value\":10, \"label\":\"10\", \"selected\":true },\r\n { \"value\":25, \"label\":\"25\" },\r\n { \"value\":50, \"label\":\"50\" },\r\n { \"value\":100, \"label\":\"100\" },\r\n { \"value\":250, \"label\":\"250\" },\r\n { \"value\":500, \"label\":\"500\" },\r\n { \"value\":1000, \"label\":\"1000\" }\r\n]" + }, + { + "id": "5c65bc61-a721-42b7-960b-3fe7a6170eb6", + "version": "KqlParameterItem/1.0", + "name": "Page", + "type": 2, + "description": "Page number", + "isRequired": true, + "query": "\r\nlet RangeStart = startofday({TimeRange:start});\r\nlet RangeEnd = iff(startofday({TimeRange:end}) == startofday(now()) ,startofday({TimeRange:end}) - 1d , startofday({TimeRange:end}));\r\nlet DataSourceSubscriptionList = todynamic( replace(\"/subscriptions/\", \"\", @\"{DataSourceSubscription}\"));\r\nlet DataSourceLocationList = todynamic( @\"{DataSourceLocation}\"); \r\nlet VaultTypeList = \"*\";\r\nlet VaultList = \"*\";\r\nlet ExcludeLegacyEvent = true;\r\nlet BackupSolutionList = \"*\";\r\nlet ProtectionInfoList = \"*\";\r\nlet Item_search = \"*;*\";\r\nlet ItemArray = split(Item_search, \";\");\r\nlet ItemArray_length = array_length(ItemArray);\r\nlet BackupInstanceName = iff(ItemArray_length == 2, ItemArray[1], ItemArray[0] );\r\nlet DatasourceSetName = iff(ItemArray_length == 2, ItemArray[0], \"\");\r\nlet JobOperationList = todynamic( @\"{JobOperation}\"); \r\nlet JobStatusList = todynamic( @\"{JobStatus}\");\r\nlet JobFailureCodeList = \"*\";\r\nlet ExcludeLog = true; \r\nlet backupItem = '{SearchItem}';\r\n_AzureBackup_GetJobs(RangeStart, RangeEnd, DataSourceSubscriptionList, DataSourceLocationList, VaultList, VaultTypeList, ExcludeLegacyEvent, BackupSolutionList, JobOperationList, JobStatusList, JobFailureCodeList, DatasourceSetName, BackupInstanceName, ExcludeLog)\r\n| where BackupInstanceFriendlyName contains backupItem\r\n| summarize c=count()\r\n| project num = (c-1)/toint('{RowsPerPage}') + 1\r\n| project nums = range(1,num,1), num\r\n| mvexpand nums\r\n| project nums = tostring(nums), num = strcat(tostring(nums),\" of \",tostring(num))\r\n\r\n", + "crossComponentResources": [ + "{Workspaces}" + ], + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces", + "value": "1" + } + ], + "style": "above", + "doNotRunWhenHidden": true, + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces" + }, + "customWidth": "100", + "conditionalVisibility": { + "parameterName": "Workspaces", + "comparison": "isNotEqualTo" + }, + "name": "Filters3" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "\r\nlet RangeStart = startofday({TimeRange:start});\r\nlet RangeEnd = iff(startofday({TimeRange:end}) == startofday(now()) ,startofday({TimeRange:end}) - 1d , startofday({TimeRange:end}));\r\nlet DataSourceSubscriptionList = todynamic( replace(\"/subscriptions/\", \"\", @\"{DataSourceSubscription}\"));\r\nlet DataSourceLocationList = todynamic( @\"{DataSourceLocation}\"); \r\nlet VaultTypeList = \"*\";\r\nlet VaultList = \"*\";\r\nlet ExcludeLegacyEvent = true;\r\nlet BackupSolutionList = \"*\";\r\nlet ProtectionInfoList = \"*\";\r\nlet Item_search = \"*;*\";\r\nlet ItemArray = split(Item_search, \";\");\r\nlet ItemArray_length = array_length(ItemArray);\r\nlet BackupInstanceName = iff(ItemArray_length == 2, ItemArray[1], ItemArray[0] );\r\nlet DatasourceSetName = iff(ItemArray_length == 2, ItemArray[0], \"\");\r\nlet JobOperationList = todynamic( @\"{JobOperation}\"); \r\nlet JobStatusList = todynamic( @\"{JobStatus}\");\r\nlet JobFailureCodeList = \"*\";\r\nlet ExcludeLog = true; \r\nlet backupItem = '{SearchItem}';\r\n_AzureBackup_GetJobs(RangeStart, RangeEnd, DataSourceSubscriptionList, DataSourceLocationList, VaultList, VaultTypeList, ExcludeLegacyEvent, BackupSolutionList, JobOperationList, JobStatusList, JobFailureCodeList, DatasourceSetName, BackupInstanceName, ExcludeLog)\r\n| where BackupInstanceFriendlyName contains iff(isnotempty('{SearchItem}'),'{SearchItem}',BackupInstanceFriendlyName)\r\n| sort by BackupInstanceId\r\n| extend row_num = row_number()\r\n| extend page_num = tostring(((row_num-1)/toint('{RowsPerPage}') + 1))\r\n| where page_num has ('{Page}')\r\n| project BackupItem = BackupInstanceId,BackupItemFriendlyName = BackupInstanceFriendlyName ,Vault = VaultResourceId,Subscription = VaultSubscriptionId, VaultLocation = VaultLocation,JobOperation = OperationCategory,JobStartTime = StartTime,JobDuration = tostring(todouble(DurationInSecs)/60/60),JobStatus = Status,FailureCode = ErrorTitle\r\n", + "size": 3, + "title": "List of jobs in period", + "noDataMessage": "No record found for the selected time and scope.", + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces", + "crossComponentResources": [ + "{Workspaces}" + ], + "visualization": "table", + "gridSettings": { + "formatters": [ + { + "columnMatch": "BackupItem", + "formatter": 5 + }, + { + "columnMatch": "BackupItemFriendlyName", + "formatter": 16, + "formatOptions": { + "linkColumn": "BackupItem", + "linkTarget": "Resource", + "showIcon": true, + "customColumnWidthSetting": "10%" + } + }, + { + "columnMatch": "Vault", + "formatter": 0, + "formatOptions": { + "customColumnWidthSetting": "10%" + } + }, + { + "columnMatch": "Subscription", + "formatter": 15, + "formatOptions": { + "linkTarget": "Resource", + "showIcon": true, + "customColumnWidthSetting": "10%" + } + }, + { + "columnMatch": "VaultLocation", + "formatter": 17, + "formatOptions": { + "customColumnWidthSetting": "10%" + } + }, + { + "columnMatch": "JobOperation", + "formatter": 0, + "formatOptions": { + "customColumnWidthSetting": "10%" + } + }, + { + "columnMatch": "JobStartTime", + "formatter": 0, + "formatOptions": { + "customColumnWidthSetting": "10%" + } + }, + { + "columnMatch": "JobDuration", + "formatter": 0, + "formatOptions": { + "customColumnWidthSetting": "10%" + }, + "numberFormat": { + "unit": 0, + "options": { + "style": "decimal", + "minimumFractionDigits": 2, + "maximumFractionDigits": 2 + } + } + }, + { + "columnMatch": "JobStatus", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "contains", + "thresholdValue": "Warning", + "representation": "2", + "text": "{0}{1}" + }, + { + "operator": "contains", + "thresholdValue": "Failed", + "representation": "failed", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "Blank", + "text": "{0}{1}" + } + ], + "customColumnWidthSetting": "10%" + } + }, + { + "columnMatch": "FailureCode", + "formatter": 0, + "formatOptions": { + "customColumnWidthSetting": "10%" + } + } + ], + "rowLimit": 1000, + "labelSettings": [ + { + "columnId": "BackupItemFriendlyName", + "label": "Backup instance" + }, + { + "columnId": "Vault", + "label": "Vault" + }, + { + "columnId": "Subscription", + "label": "Subscription" + }, + { + "columnId": "VaultLocation", + "label": "Location" + }, + { + "columnId": "JobOperation", + "label": "Job operation" + }, + { + "columnId": "JobStartTime", + "label": "Job start time (UTC)" + }, + { + "columnId": "JobDuration", + "label": "Job duration (hours)" + }, + { + "columnId": "JobStatus", + "label": "Job status" + }, + { + "columnId": "FailureCode", + "label": "Job failure code" + } + ] + }, + "sortBy": [] + }, + "customWidth": "100", + "conditionalVisibility": { + "parameterName": "Workspaces", + "comparison": "isNotEqualTo" + }, + "name": "Grid1", + "styleSettings": { + "margin": "5px", + "padding": "5px", + "showBorder": true + } + } + ] + }, + "conditionalVisibility": { + "parameterName": "Subscription", + "comparison": "isNotEqualTo" + }, + "name": "Backup" + } + ] + }, + "conditionalVisibilities": [ + { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "RC_Storage" + }, + { + "parameterName": "Subscription", + "comparison": "isNotEqualTo" + } + ], + "name": "RC_Storage" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "where type has \"microsoft.network\"\r\n| extend type = case(\r\n\ttype == 'microsoft.network/networkinterfaces', \"NICs\",\r\n\ttype == 'microsoft.network/networksecuritygroups', \"NSGs\", \r\n\ttype == \"microsoft.network/publicipaddresses\", \"Public IPs\", \r\n\ttype == 'microsoft.network/virtualnetworks', \"vNets\",\r\n\ttype == 'microsoft.network/networkwatchers/connectionmonitors', \"Connection Monitors\",\r\n\ttype == 'microsoft.network/privatednszones', \"Private DNS\",\r\n\ttype == 'microsoft.network/virtualnetworkgateways', @\"vNet Gateways\",\r\n\ttype == 'microsoft.network/connections', \"Connections\",\r\n\ttype == 'microsoft.network/networkwatchers', \"Network Watchers\",\r\n\ttype == 'microsoft.network/privateendpoints', \"Private Endpoints\",\r\n\ttype == 'microsoft.network/localnetworkgateways', \"Local Network Gateways\",\r\n\ttype == 'microsoft.network/privatednszones/virtualnetworklinks', \"vNet Links\",\r\n\ttype == 'microsoft.network/dnszones', 'DNS Zones',\r\n\ttype == 'microsoft.network/networkwatchers/flowlogs', 'Flow Logs',\r\n\ttype == 'microsoft.network/routetables', 'Route Tables',\r\n\ttype == 'microsoft.network/loadbalancers', 'Load Balancers',\r\n type =~ 'Microsoft.Network/applicationGateways', 'Application Gateways',\r\n\tstrcat(\"Not Translated: \", type))\r\n| summarize count() by type\r\n| where type !has \"Not Translated\"", + "size": 3, + "title": "Count of all network resources by resource type", + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "tiles", + "tileSettings": { + "showBorder": false, + "titleContent": { + "columnMatch": "type", + "formatter": 1 + }, + "leftContent": { + "columnMatch": "count_", + "formatter": 12, + "formatOptions": { + "palette": "auto" + }, + "numberFormat": { + "unit": 17, + "options": { + "maximumSignificantDigits": 3, + "maximumFractionDigits": 2 + } + } + } + } + }, + "name": "query - Network resource" + }, + { + "type": 1, + "content": { + "json": "# Network security group" + }, + "name": "Network security group title" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "parameters": [ + { + "id": "7763ba7f-6187-4448-a94c-890392ed31d0", + "version": "KqlParameterItem/1.0", + "name": "OrphanNSG", + "label": "Orphaned", + "type": 10, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "jsonData": "[[\r\n { \"value\":\"and isnotnull(properties.networkInterfaces) or type =~ 'microsoft.network/networksecuritygroups' and isnotnull(properties.subnets)\", \"label\":\"No\" },\r\n { \"value\":\"and isnull(properties.networkInterfaces) and isnull(properties.subnets)\", \"label\":\"Yes\" }\r\n]", + "timeContext": { + "durationMs": 86400000 + }, + "value": "and isnotnull(properties.networkInterfaces) or type =~ 'microsoft.network/networksecuritygroups' and isnotnull(properties.subnets)" + } + ], + "style": "above", + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces" + }, + "name": "NSG" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "Resources\r\n| where type =~ 'microsoft.network/networksecuritygroups' {OrphanNSG}\r\n| project Resource=id, resourceGroup, subscriptionId, location", + "size": 0, + "title": "NSGs", + "noDataMessage": "No NSGs Found", + "noDataMessageStyle": 3, + "exportedParameters": [ + { + "fieldName": "Resource", + "parameterName": "SelectedResourceId", + "parameterType": 5 + } + ], + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "filter": true + }, + "sortBy": [] + }, + "name": "NSGs" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "Resources\r\n | where type =~ 'microsoft.network/networksecuritygroups'\r\n | where id == \"{SelectedResourceId}\"\r\n | project id, nsgRules = parse_json(parse_json(properties).securityRules), networksecurityGroupName = name, subscriptionId, resourceGroup , location\r\n | mvexpand nsgRule = nsgRules\r\n | project id, location, access=nsgRule.properties.access,protocol=nsgRule.properties.protocol ,direction=nsgRule.properties.direction,provisioningState= nsgRule.properties.provisioningState ,priority=nsgRule.properties.priority, \r\n sourceAddressPrefix = nsgRule.properties.sourceAddressPrefix, \r\n sourceAddressPrefixes = nsgRule.properties.sourceAddressPrefixes,\r\n destinationAddressPrefix = nsgRule.properties.destinationAddressPrefix, \r\n destinationAddressPrefixes = nsgRule.properties.destinationAddressPrefixes, \r\n networksecurityGroupName, networksecurityRuleName = tostring(nsgRule.name), \r\n subscriptionId, resourceGroup,\r\n destinationPortRanges = nsgRule.properties.destinationPortRanges,\r\n destinationPortRange = nsgRule.properties.destinationPortRange,\r\n sourcePortRanges = nsgRule.properties.sourcePortRanges,\r\n sourcePortRange = nsgRule.properties.sourcePortRange\r\n| extend Details = pack_all()\r\n| project id, location, access, direction, priority, sourceAddressPrefix, sourcePortRange, destinationPortRange, subscriptionId, resourceGroup, Details", + "size": 1, + "title": "NSG rules", + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "subscriptionId", + "formatter": 5 + }, + { + "columnMatch": "resourceGroup", + "formatter": 5 + }, + { + "columnMatch": "Details", + "formatter": 7, + "formatOptions": { + "linkTarget": "CellDetails", + "linkLabel": "πŸ” View details", + "linkIsContextBlade": true + } + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "SelectedResourceId", + "comparison": "isNotEqualTo" + }, + "name": "NSG rules" + }, + { + "type": 1, + "content": { + "json": "# Public IPs" + }, + "name": "Public IP title" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "parameters": [ + { + "id": "37cdc20d-07c3-466c-84bb-4d8050932641", + "version": "KqlParameterItem/1.0", + "name": "OrphanIPs", + "label": "Orphaned", + "type": 10, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "jsonData": "[[\r\n { \"value\":\"isnotnull\", \"label\":\"No\" },\r\n { \"value\":\"isnull\", \"label\":\"Yes\" }\r\n]", + "timeContext": { + "durationMs": 86400000 + }, + "value": "isnotnull" + } + ], + "style": "above", + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces" + }, + "name": "Public IPs" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "Resources\r\n| where type =~ 'Microsoft.Network/publicIPAddresses' and {OrphanIPs}(properties.ipAddress)\r\n| extend ipAddress = properties.ipAddress\r\n| extend sku = sku.name\r\n| extend Details = pack_all()\r\n| project Resource=id, subscriptionId, resourceGroup, name, location,sku,Details", + "size": 0, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "table", + "gridSettings": { + "formatters": [ + { + "columnMatch": "$gen_group", + "formatter": 13, + "formatOptions": { + "linkTarget": "Resource", + "linkIsContextBlade": true, + "showIcon": true + } + }, + { + "columnMatch": "Resource", + "formatter": 5 + }, + { + "columnMatch": "subscriptionId", + "formatter": 5 + }, + { + "columnMatch": "Details", + "formatter": 7, + "formatOptions": { + "linkTarget": "CellDetails", + "linkLabel": "πŸ” View details", + "linkIsContextBlade": true + } + } + ], + "filter": true, + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "subscriptionId" + ], + "expandTopLevel": true, + "finalBy": "Resource" + } + } + }, + "name": "query - Networking Details - PiPs" + }, + { + "type": 1, + "content": { + "json": "# Application gateway" + }, + "name": "Application gateway title" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "parameters": [ + { + "id": "007b8dbe-6bc6-40f9-b4bc-55f2ec14916c", + "version": "KqlParameterItem/1.0", + "name": "OrphanAppGW", + "label": "Orphaned", + "type": 10, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "jsonData": "[[\r\n { \"value\":\"//\", \"label\":\"No\" },\r\n { \"value\":\"|\", \"label\":\"Yes\" }\r\n]", + "timeContext": { + "durationMs": 86400000 + }, + "value": "//" + } + ], + "style": "above", + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces" + }, + "name": "ApplicationGateway" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources\r\n| where type =~ 'Microsoft.Network/applicationGateways'\r\n| extend backendPoolsCount = array_length(properties.backendAddressPools),SKUName= tostring(properties.sku.name), SKUTier= tostring(properties.sku.tier),SKUCapacity=properties.sku.capacity,backendPools=properties.backendAddressPools\r\n| project id, name, SKUName, SKUTier, SKUCapacity\r\n| join (\r\n resources\r\n | where type =~ 'Microsoft.Network/applicationGateways'\r\n | mvexpand backendPools = properties.backendAddressPools\r\n | extend backendIPCount = array_length(backendPools.properties.backendIPConfigurations)\r\n | extend backendAddressesCount = array_length(backendPools.properties.backendAddresses)\r\n | extend backendPoolName = backendPools.properties.backendAddressPools.name\r\n | summarize backendIPCount = sum(backendIPCount) ,backendAddressesCount=sum(backendAddressesCount) by id\r\n) on id\r\n| project-away id1\r\n{OrphanAppGW} where (backendIPCount == 0 or isempty(backendIPCount)) and (backendAddressesCount==0 or isempty(backendAddressesCount))\r\n| order by id asc", + "size": 0, + "noDataMessage": "No app gateways", + "noDataMessageStyle": 3, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ] + }, + "name": "query - Application Gateways" + }, + { + "type": 1, + "content": { + "json": "# Load balancer" + }, + "name": "Load balancer title" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "parameters": [ + { + "id": "8cffc283-1878-4035-a669-5d9697e9edc1", + "version": "KqlParameterItem/1.0", + "name": "OrphanLB", + "label": "Orphaned", + "type": 10, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "jsonData": "[[\r\n { \"value\":\"!=\", \"label\":\"No\" },\r\n { \"value\":\"==\", \"label\":\"Yes\" }\r\n]", + "timeContext": { + "durationMs": 86400000 + }, + "value": "!=" + } + ], + "style": "above", + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces" + }, + "name": "LoadBalancers" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources\r\n| where type == \"microsoft.network/loadbalancers\"\r\n| where properties.backendAddressPools {OrphanLB} \"[]\"\r\n| extend Details = pack_all()\r\n| project Resource=id, subscriptionId, resourceGroup, location, tostring(sku.name), Details", + "size": 0, + "noDataMessage": "No load balancers", + "noDataMessageStyle": 3, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "location", + "formatter": 17 + }, + { + "columnMatch": "Details", + "formatter": 7, + "formatOptions": { + "linkTarget": "CellDetails", + "linkLabel": "πŸ” View details", + "linkIsContextBlade": true + } + } + ], + "labelSettings": [ + { + "columnId": "Resource", + "label": "Resource Name" + }, + { + "columnId": "subscriptionId", + "label": "Subscription" + }, + { + "columnId": "resourceGroup", + "label": "Resource group" + }, + { + "columnId": "location", + "label": "Region" + }, + { + "columnId": "sku_name", + "label": "SKU" + } + ] + } + }, + "name": "query - Load Balancers" + } + ] + }, + "conditionalVisibilities": [ + { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "RC_Network" + }, + { + "parameterName": "Subscription", + "comparison": "isNotEqualTo" + } + ], + "name": "RC_Network" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 1, + "content": { + "json": "## Stay informed and act quickly on service issues\r\nAzure Service Health notifies you about Azure service incidents and planned maintenance so you can take action to mitigate downtime. Configure customisable cloud alerts and use your personalised dashboard to analyse health issues, monitor the impact to your cloud resources, get guidance and support, and share details and updates." + }, + "name": "text - 4" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "servicehealthresources\r\n| where type =~ 'Microsoft.ResourceHealth/events'\r\n| extend eventType = properties.EventType, status = properties.Status, description = properties.Title, trackingId = properties.TrackingId, summary = properties.Summary, priority = properties.Priority, impactStartTime = properties.ImpactStartTime, impactMitigationTime = properties.ImpactMitigationTime\r\n| where properties.Status == 'Active' and tolong(impactStartTime) > 1\r\n\r\n| extend Details = pack_all()\r\n| project ServiceHealthID=id, Description=description, Region=location, eventType, Status=status, Details", + "size": 1, + "title": "All active Service Health events", + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "ServiceHealthID", + "formatter": 13, + "formatOptions": { + "linkTarget": null, + "showIcon": false, + "customColumnWidthSetting": "20ch" + } + }, + { + "columnMatch": "Description", + "formatter": 1, + "formatOptions": { + "customColumnWidthSetting": "60ch" + } + }, + { + "columnMatch": "eventType", + "formatter": 1 + }, + { + "columnMatch": "Status", + "formatter": 1 + }, + { + "columnMatch": "Details", + "formatter": 7, + "formatOptions": { + "linkTarget": "CellDetails", + "linkLabel": "πŸ” View details", + "linkIsContextBlade": true + } + } + ] + }, + "tileSettings": { + "showBorder": false + } + }, + "name": "query - 15" + }, + { + "type": 1, + "content": { + "json": "## Activity log monitoring" + }, + "name": "text - 15" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resourcechanges\r\n| extend changeTime = todatetime(properties.changeAttributes.timestamp), targetResourceId = tostring(properties.targetResourceId),\r\nchangeType = tostring(properties.changeType), correlationId = properties.changeAttributes.correlationId, \r\nchangedProperties = properties.changes, changeCount = properties.changeAttributes.changesCount\r\n| where changeTime > ago(1d)\r\n| order by changeTime desc\r\n| project changeTime, targetResourceId, changeType, correlationId, changeCount, changedProperties", + "size": 0, + "title": "All changes in the past one day", + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "changeTime", + "formatter": 6, + "formatOptions": { + "customColumnWidthSetting": "24ch" + } + }, + { + "columnMatch": "targetResourceId", + "formatter": 0, + "formatOptions": { + "customColumnWidthSetting": "42.7143ch" + } + }, + { + "columnMatch": "changedProperties", + "formatter": 7, + "formatOptions": { + "linkTarget": "CellDetails", + "linkLabel": "πŸ” View details", + "linkIsContextBlade": true + } + } + ] + } + }, + "name": "query - 12" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resourcechanges\r\n| extend changeTime = todatetime(properties.changeAttributes.timestamp), targetResourceId = tostring(properties.targetResourceId),\r\nchangeType = tostring(properties.changeType), correlationId = properties.changeAttributes.correlationId\r\n| where changeType == \"Delete\"\r\n| order by changeTime desc\r\n| project changeTime, resourceGroup, targetResourceId, changeType, correlationId", + "size": 0, + "title": "Resources deleted", + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "changeTime", + "formatter": 6 + } + ] + } + }, + "name": "query - 13" + } + ] + }, + "conditionalVisibilities": [ + { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "RC_Monitoring" + }, + { + "parameterName": "Subscription", + "comparison": "isNotEqualTo" + } + ], + "name": "RC_Monitoring" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 1, + "content": { + "json": "## Use tags to organize your Azure resources and management hierarchy\r\nTags are metadata elements that you apply to your Azure resources. They're key-value pairs that help you identify resources based on settings that are relevant to your organization. If you want to track the deployment environment for your resources, add a key named Environment. To identify the resources deployed to production, give them a value of Production. The fully formed key-value pair is Environment = Production.\r\n\r\nTo get more information about tags, see [Resource naming and tagging decision guide](https://learn.microsoft.com/azure/cloud-adoption-framework/ready/azure-best-practices/resource-naming-and-tagging-decision-guide?toc=%2Fazure%2Fazure-resource-manager%2Fmanagement%2Ftoc.json)" + }, + "name": "text - 9" + }, + { + "type": 1, + "content": { + "json": "Tag names with spaces, hyphens, and underscores are not supported.", + "style": "info" + }, + "name": "warning tag explorer" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "crossComponentResources": [ + "{Subscription}" + ], + "parameters": [ + { + "id": "bae67738-90ef-4698-9020-5e1f91d67f82", + "version": "KqlParameterItem/1.0", + "name": "TagName", + "label": "Tag name", + "type": 2, + "isRequired": true, + "query": "Resources\r\n| where tags != '' and tags != '[]'\r\n| mvexpand tags\r\n| extend tagName = tostring(bag_keys(tags)[0])\r\n| distinct tagName\r\n| sort by tagName asc", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "timeContext": { + "durationMs": 86400000 + }, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "value": null + } + ], + "style": "formVertical", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + }, + "customWidth": "33", + "name": "parameters - 0" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "crossComponentResources": [ + "{Subscription}" + ], + "parameters": [ + { + "id": "cb0ae78d-a49b-457b-baed-d83c97a2c934", + "version": "KqlParameterItem/1.0", + "name": "TagValue", + "label": "Tag value", + "type": 2, + "query": "Resources\r\n| extend TagValue = tostring(tags.{TagName})\r\n| project TagValue\r\n| distinct TagValue", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "timeContext": { + "durationMs": 86400000 + }, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + } + ], + "style": "formVertical", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + }, + "customWidth": "33", + "conditionalVisibility": { + "parameterName": "TagName", + "comparison": "isNotEqualTo" + }, + "name": "parameters - 2" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "parameters": [ + { + "id": "81756016-e942-4fa0-976e-06d8ce919f83", + "version": "KqlParameterItem/1.0", + "name": "ResourceType", + "label": "Resource type", + "type": 7, + "typeSettings": { + "additionalResourceOptions": [], + "includeAll": true, + "showDefault": false + }, + "timeContext": { + "durationMs": 86400000 + }, + "value": null + } + ], + "style": "formVertical", + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces" + }, + "customWidth": "33", + "conditionalVisibility": { + "parameterName": "TagName", + "comparison": "isNotEqualTo" + }, + "name": "ResourceType" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "Resources\r\n| extend tag = tags.{TagName}\r\n| mv-expand bagexpansion=array tags\r\n| where isnotempty(tags)\r\n//| where tags[0] =~ '{TagName}' and tags[1] =~ '{TagValue}'\r\n| where tags[0] == '{TagName}' and tags[1] == '{TagValue}'\r\n| where type contains '{ResourceType}'\r\n| project id, tag", + "size": 0, + "title": "Resource with tag", + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "filter": true, + "labelSettings": [ + { + "columnId": "id", + "label": "Resource name" + }, + { + "columnId": "tag", + "label": "Tag value" + } + ] + } + }, + "customWidth": "50", + "conditionalVisibility": { + "parameterName": "TagName", + "comparison": "isNotEqualTo" + }, + "name": "query - Resource with tag" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "Resources\r\n| extend tag = tags.{TagName}\r\n| mv-expand bagexpansion=array tags\r\n| where isnotempty(tags)\r\n| where tags[0] == '{TagName}' and tags[1] == ''\r\n| where type contains '{ResourceType}'\r\n| project id, tag", + "size": 0, + "title": "Tag with empty value", + "noDataMessage": "No tagged resources with empty value found", + "noDataMessageStyle": 3, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "table", + "gridSettings": { + "filter": true, + "labelSettings": [ + { + "columnId": "id", + "label": "Resource name" + }, + { + "columnId": "tag", + "label": "Tag value" + } + ] + } + }, + "customWidth": "50", + "conditionalVisibility": { + "parameterName": "TagName", + "comparison": "isNotEqualTo" + }, + "name": "query - Empty value" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources \r\n| where tags =~ '' or tags =~ '{}'\r\n| where type contains '{ResourceType}'\r\n| project Name=id", + "size": 0, + "title": "Untagged resources", + "noDataMessage": "No untagged resources found", + "noDataMessageStyle": 3, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + } + ], + "rowLimit": 100, + "filter": true, + "labelSettings": [ + { + "columnId": "Name", + "label": "Resource name" + } + ] + } + }, + "name": "query - Untagged resources" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resourcecontainers\r\n| where type == \"microsoft.resources/subscriptions\"\r\n| extend tag = tags.{TagName}\r\n| mv-expand bagexpansion=array tags\r\n| where isnotempty(tags)\r\n| where tags[0] == '{TagName}' and tags[1] == '{TagValue}'\r\n| project id, tag", + "size": 0, + "title": "Subscription list", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "tag", + "formatter": 1 + } + ], + "labelSettings": [ + { + "columnId": "id", + "label": "Subscription" + }, + { + "columnId": "tag", + "label": "Tag value" + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "TagName", + "comparison": "isNotEqualTo" + }, + "name": "query - Subscription list" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resourcecontainers\r\n| where type == \"microsoft.resources/subscriptions/resourcegroups\"\r\n| extend tag = tags.{TagName}\r\n| mv-expand bagexpansion=array tags\r\n| where isnotempty(tags)\r\n| where tags[0] == '{TagName}' and tags[1] == '{TagValue}'\r\n| project id, tag", + "size": 0, + "title": "Resource groups list", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "tag", + "formatter": 1 + } + ], + "labelSettings": [ + { + "columnId": "id", + "label": "Subscription" + }, + { + "columnId": "tag", + "label": "Tag value" + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "TagName", + "comparison": "isNotEqualTo" + }, + "name": "query - ResourceGroup list" + } + ] + }, + "conditionalVisibility": { + "parameterName": "Subscription", + "comparison": "isNotEqualTo" + }, + "name": "group - TagQueries" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "RC_Tag" + }, + "name": "RC_Tags" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "securityresources\r\n| where type == \"microsoft.security/securescores\"\r\n| extend subscriptionSecureScore = round(100 * bin((todouble(properties.score.current))/ todouble(properties.score.max), 0.001))\r\n| where subscriptionSecureScore > 0\r\n| project subscriptionId, subscriptionSecureScore\r\n| order by subscriptionSecureScore asc", + "size": 0, + "title": "Security Scores by Subscription", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": "Resource", + "showIcon": true, + "customColumnWidthSetting": "65ch" + } + }, + { + "columnMatch": "subscriptionSecureScore", + "formatter": 8, + "formatOptions": { + "min": 0, + "max": 100, + "palette": "redGreen", + "customColumnWidthSetting": "55ch" + }, + "numberFormat": { + "unit": 1, + "options": { + "style": "decimal", + "useGrouping": false + } + } + } + ], + "labelSettings": [ + { + "columnId": "subscriptionId", + "label": "Subscription Name" + }, + { + "columnId": "subscriptionSecureScore", + "label": "Subscription Secure Score" + } + ] + } + }, + "name": "query - Monitor & Security - Security Scores" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "SecurityResources \r\n| where type == 'microsoft.security/securescores/securescorecontrols' \r\n| extend SecureControl = properties.displayName, unhealthy = properties.unhealthyResourceCount, currentscore = properties.score.current, maxscore = properties.score.max, subscriptionId, details = properties\r\n| project SecureControl , unhealthy, currentscore, maxscore, subscriptionId, details", + "size": 0, + "title": "Security Scores by Control", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "$gen_group", + "formatter": 13, + "formatOptions": { + "linkTarget": null, + "showIcon": true, + "customColumnWidthSetting": "65ch" + } + }, + { + "columnMatch": "Subscription", + "formatter": 13, + "formatOptions": { + "linkTarget": null, + "showIcon": true, + "customColumnWidthSetting": "65ch" + } + }, + { + "columnMatch": "SecureControl", + "formatter": 5, + "tooltipFormat": {} + }, + { + "columnMatch": "unhealthy", + "formatter": 8, + "formatOptions": { + "min": 0, + "palette": "greenRed", + "customColumnWidthSetting": "20ch" + } + }, + { + "columnMatch": "currentscore", + "formatter": 8, + "formatOptions": { + "palette": "redGreen", + "customColumnWidthSetting": "20ch" + }, + "numberFormat": { + "unit": 1, + "options": { + "style": "decimal" + } + } + }, + { + "columnMatch": "maxscore", + "formatter": 8, + "formatOptions": { + "palette": "blue", + "customColumnWidthSetting": "20ch" + }, + "numberFormat": { + "unit": 1, + "options": { + "style": "decimal" + } + } + }, + { + "columnMatch": "subscriptionId", + "formatter": 5 + }, + { + "columnMatch": "details", + "formatter": 7, + "formatOptions": { + "linkTarget": "CellDetails", + "linkLabel": "Details", + "linkIsContextBlade": true + } + }, + { + "columnMatch": "subscriptionSecureScore", + "formatter": 8, + "formatOptions": { + "min": 0, + "max": 100, + "palette": "redGreen", + "customColumnWidthSetting": "20" + }, + "numberFormat": { + "unit": 1, + "options": { + "style": "decimal", + "useGrouping": false + } + } + } + ], + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "subscriptionId" + ], + "expandTopLevel": true, + "finalBy": "SecureControl" + }, + "labelSettings": [ + { + "columnId": "unhealthy", + "label": "Unhealthy" + }, + { + "columnId": "currentscore", + "label": "Current Score" + }, + { + "columnId": "maxscore", + "label": "Max Score" + }, + { + "columnId": "subscriptionId", + "label": "Subscription" + } + ] + } + }, + "name": "query - Monitor & Security - Security Scores by Control" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "parameters": [ + { + "id": "4f93ebba-a9d5-4e11-8de4-b605c2b4368f", + "version": "KqlParameterItem/1.0", + "name": "ResourceIdFilter", + "type": 1, + "isGlobal": true, + "isHiddenWhenLocked": true, + "label": "Resource ID" + }, + { + "id": "e505498f-d2eb-4dd6-928f-0f0f0e9cc371", + "version": "KqlParameterItem/1.0", + "name": "AlertDisplayNameFilter", + "type": 1, + "isGlobal": true, + "isHiddenWhenLocked": true, + "label": "Alert display name" + }, + { + "id": "39e382f9-4780-40fa-8595-15eda0f08ad4", + "version": "KqlParameterItem/1.0", + "name": "NewAlertFilter", + "type": 1, + "isGlobal": true, + "isHiddenWhenLocked": true, + "label": "New alert" + } + ], + "style": "above", + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces" + }, + "name": "parameters - 15" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": " securityresources\r\n | where type =~ 'microsoft.security/locations/alerts'\r\n | where properties.Status in ('Active')\r\n | where properties.Severity in ('Low', 'Medium', 'High')\r\n | extend SeverityRank = case(\r\n properties.Severity == 'High', 3,\r\n properties.Severity == 'Medium', 2,\r\n properties.Severity == 'Low', 1,\r\n 0\r\n )\r\n | project-away SeverityRank\r\n | extend Severity = properties.Severity\r\n | project Severity = tostring(Severity)\r\n | summarize Count = count() by Severity", + "size": 0, + "title": "Severity ", + "exportedParameters": [ + { + "fieldName": "Subscription", + "parameterName": "Subscription", + "parameterType": 1 + }, + { + "fieldName": "Severity", + "parameterName": "SeverityFilter", + "parameterType": 1 + } + ], + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "piechart", + "gridSettings": { + "formatters": [ + { + "columnMatch": "Severity", + "formatter": 1 + } + ] + }, + "chartSettings": { + "yAxis": [ + "Count" + ], + "seriesLabelSettings": [ + { + "seriesName": "Medium", + "color": "orange" + }, + { + "seriesName": "High", + "color": "redDark" + }, + { + "seriesName": "Low", + "color": "yellow" + } + ] + } + }, + "customWidth": "33", + "name": "Severity" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": " securityresources\r\n | where type =~ 'microsoft.security/locations/alerts'\r\n | summarize Count =count() by resourceGroup", + "size": 0, + "title": "Resource Group", + "exportFieldName": "resourceGroup", + "exportParameterName": "resourceGroupFilter", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "piechart" + }, + "customWidth": "33", + "name": "query - 9" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources\r\n | project id = tolower(id), tags\r\n | join kind=inner (securityresources\r\n | where type =~ \"microsoft.security/locations/alerts\"\r\n | extend isAzure = tostring(properties.ResourceIdentifiers) matches regex '\"Type\"\\\\s*:\\\\s*\"AzureResource\"'\r\n | extend affectedResourceId = extract('\"AzureResourceId\"\\\\s*:\\\\s*\"([^\"]*)\"', 1, tostring(properties.ResourceIdentifiers))\r\n | extend hostName = iff(isAzure, \"\", extract('\"HostName\"\\\\s*:\\\\s*\"([^\"]*)\"', 1, tostring(properties.Entities)))\r\n | extend splitAffectedResourceId = split(affectedResourceId, \"/\")\r\n | extend resourceNameIndex = iff(array_length(splitAffectedResourceId) > 1, array_length(splitAffectedResourceId) - 1, 0)\r\n | extend affectedResourceName = iff(isAzure, splitAffectedResourceId[resourceNameIndex], iff(isempty(hostName), \"Non-Azure\", hostName))| project-away resourceNameIndex, splitAffectedResourceId, hostName, isAzure\r\n | project alertId = id, subscriptionId, alertProperties = properties, affectedResourceId = tolower(affectedResourceId)\r\n ) on $left.id == $right.affectedResourceId\r\n | extend id = alertId, subscriptionId, properties = alertProperties\r\n | where properties.Status in ('Active')\r\n | where properties.Severity in ('Low', 'Medium', 'High')\r\n | extend SeverityRank = case(\r\n properties.Severity == 'High', 3,\r\n properties.Severity == 'Medium', 2,\r\n properties.Severity == 'Low', 1,\r\n 0\r\n )\r\n | sort by SeverityRank desc, tostring(properties.SystemAlertId) asc\r\n | extend Tag = parse_json(tags)\r\n | mv-expand Tag\r\n | parse Tag with * ':\"' TagValue '\"}'\r\n | project TagValue, alertId\r\n | summarize Count = count() by TagValue", + "size": 0, + "title": "Tag", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "piechart" + }, + "customWidth": "30", + "name": "query - 7", + "styleSettings": { + "maxWidth": "100%" + } + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "datatable(ResourceId: string) [ \"All\"] | union (securityresources\r\n | where type =~ 'microsoft.security/locations/alerts'\r\n | extend Prop = parse_json(properties)\r\n | where Prop.Severity == \"High\"\r\n | extend ResourceIdentifiers = Prop.[\"ResourceIdentifiers\"]\r\n | project ResourceIdentifiers\r\n | mv-expand ResourceIdentifiers\r\n | extend ResourceId = parse_json(ResourceIdentifiers).[\"AzureResourceId\"]\r\n | where isnotempty(ResourceId )\r\n| summarize Count=count() by tostring(ResourceId)\r\n | top 5 by Count)", + "size": 1, + "title": "Top 5 attacked resources (with High Severity)", + "noDataMessage": "There are no Top 5 attacked resources found", + "exportedParameters": [ + { + "fieldName": "ResourceId", + "parameterName": "ResourceIdFilter", + "defaultValue": "All" + }, + { + "fieldName": "ResourceId", + "parameterName": "ShowTable", + "parameterType": 1 + } + ], + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "table", + "gridSettings": { + "formatters": [ + { + "columnMatch": "Resource ID", + "formatter": 13, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + } + ], + "sortBy": [ + { + "itemKey": "Count", + "sortOrder": 2 + } + ], + "labelSettings": [ + { + "columnId": "ResourceId", + "label": "Resource ID" + } + ] + }, + "sortBy": [ + { + "itemKey": "Count", + "sortOrder": 2 + } + ] + }, + "customWidth": "33", + "name": "Top 5 attacked resources (with High Severity)" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": " datatable(AlertDisplayName: string) [ \"All\"] | union(securityresources\r\n | where type =~ 'microsoft.security/locations/alerts'\r\n | extend Prop = parse_json(properties)\r\n | extend AlertDisplayName = Prop.[\"AlertDisplayName\"]\r\n | project tostring(AlertDisplayName)\r\n | summarize Count = count() by AlertDisplayName\r\n | top 5 by Count)", + "size": 1, + "title": "Top alert types ", + "exportedParameters": [ + { + "fieldName": "AlertDisplayName", + "parameterName": "AlertDisplayNameFilter", + "defaultValue": "All" + }, + { + "fieldName": "AlertDisplayName", + "parameterName": "ShowTable", + "parameterType": 1 + } + ], + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "table", + "gridSettings": { + "sortBy": [ + { + "itemKey": "Count", + "sortOrder": 2 + } + ], + "labelSettings": [ + { + "columnId": "AlertDisplayName", + "label": "Alert display name" + } + ] + }, + "sortBy": [ + { + "itemKey": "Count", + "sortOrder": 2 + } + ] + }, + "customWidth": "33", + "name": "Top alert types" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": " datatable(AlertDisplayName: string) [ \"All\"] | union(securityresources\r\n| where type =~ 'microsoft.security/locations/alerts'\r\n| extend Prop = parse_json(properties)\r\n| extend TimeGeneratedUtc = Prop.[\"TimeGeneratedUtc\"]\r\n| extend AlertDisplayName = Prop.[\"AlertDisplayName\"]\r\n| where TimeGeneratedUtc > ago(24h)\r\n| summarize Count=count() by tostring(AlertDisplayName))", + "size": 1, + "title": "New Alerts (Since last 24hrs)", + "noDataMessage": "No new alerts in Last 24 hours", + "noDataMessageStyle": 3, + "exportedParameters": [ + { + "fieldName": "AlertDisplayName", + "parameterName": "NewAlertFilter", + "defaultValue": "All" + }, + { + "fieldName": "AlertDisplayName", + "parameterName": "ShowTable", + "parameterType": 1 + } + ], + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "ClearOther", + "formatter": 5 + } + ], + "labelSettings": [ + { + "columnId": "AlertDisplayName", + "label": "Alert display name" + } + ] + }, + "sortBy": [] + }, + "customWidth": "33", + "name": "New Alerts (Since last 24hrs)" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "", + "size": 0, + "title": "Parameters at this point", + "queryType": 2 + }, + "conditionalVisibility": { + "parameterName": "parameter1", + "comparison": "isEqualTo", + "value": "1" + }, + "name": "query - 23" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "securityresources\r\n| where type == \"microsoft.security/locations/alerts\"\r\n| project-rename P= properties\r\n| extend Details = parse_json(P)\r\n| extend IsIncident = Details.[\"IsIncident\"]\r\n| extend AlertDisplayName = Details.[\"AlertDisplayName\"]\r\n| extend SystemAlertId = Details.[\"SystemAlertId\"]\r\n| extend Severity = tostring(Details.[\"Severity\"])\r\n| where Severity == \"High\"\r\n| extend AlertUri = Details.[\"AlertUri\"]\r\n| extend Status = tostring(Details.[\"Status\"])\r\n| extend Tactics = tostring(Details.[\"Intent\"])\r\n| extend ResourceIdentifiers = Details.[\"ResourceIdentifiers\"]\r\n| mv-expand ResourceIdentifiers\r\n| extend ResourceId = parse_json(ResourceIdentifiers).[\"AzureResourceId\"]\r\n| where Status == \"Active\"\r\n| where (\"{ResourceIdFilter}\" == \"All\" or ResourceId == \"{ResourceIdFilter}\") \r\n // if either alert name or new alert are set, union those 2 together, if neither are set treat as all\r\n and ((\"{AlertDisplayNameFilter}\" == \"All\" and \"{NewAlertFilter}\" == \"All\") or AlertDisplayName == \"{AlertDisplayNameFilter}\" or AlertDisplayName == \"{NewAlertFilter}\")\r\n| extend SeverityRank = case(\r\n Severity == 'High', 3,\r\n Severity == 'Medium', 2,\r\n Severity == 'Low', 1,\r\n 0\r\n )\r\n| parse AlertUri with * '/subscriptionId/' SubscriptionId '/' *\r\n| parse AlertUri with * '/resourceGroup/' ResourceGroup '/' *\r\n| parse AlertUri with * '/location/' Location \r\n| project\r\n Severity,\r\n SystemAlertId,\r\n AlertDisplayName,\r\n IsIncident = iif(IsIncident == \"true\", \"Incident\", \"Alert\"),\r\n AlertUri,\r\n Tactics,\r\n SeverityRank,\r\n SubscriptionId,\r\n ResourceGroup,\r\n Location,\r\n ResourceId\r\n| sort by SeverityRank", + "size": 0, + "title": "{$rowCount} Active Alerts ", + "exportedParameters": [ + { + "fieldName": "ResourceId", + "parameterName": "Resource", + "parameterType": 1 + }, + { + "fieldName": "AlertUri", + "parameterName": "AlertUri", + "parameterType": 1 + }, + { + "fieldName": "SystemAlertId", + "parameterName": "SystemAlertId", + "parameterType": 1 + }, + { + "fieldName": "SubscriptionId", + "parameterName": "SubscriptionId", + "parameterType": 1 + }, + { + "fieldName": "ResourceGroup", + "parameterName": "ResourceGroup", + "parameterType": 1 + }, + { + "fieldName": "Location", + "parameterName": "Location", + "parameterType": 1 + } + ], + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "Severity", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "colors", + "thresholdsGrid": [ + { + "operator": "contains", + "thresholdValue": "High", + "representation": "redBright", + "text": "{0}{1}" + }, + { + "operator": "contains", + "thresholdValue": "Medium", + "representation": "orange", + "text": "{0}{1}" + }, + { + "operator": "contains", + "thresholdValue": "Low", + "representation": "yellow", + "text": "{0}{1}" + }, + { + "operator": "contains", + "thresholdValue": "Informational ", + "representation": "gray", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": null, + "text": "{0}{1}" + } + ] + } + }, + { + "columnMatch": "SystemAlertId", + "formatter": 5 + }, + { + "columnMatch": "AlertDisplayName", + "formatter": 1, + "formatOptions": { + "linkTarget": "OpenBlade", + "bladeOpenContext": { + "bladeName": "AlertBlade", + "extensionName": "Microsoft_Azure_Security", + "bladeParameters": [ + { + "name": "alertId", + "source": "column", + "value": "SystemAlertId" + }, + { + "name": "subscriptionId", + "source": "column", + "value": "SubscriptionId" + }, + { + "name": "resourceGroup", + "source": "column", + "value": "ResourceGroup" + }, + { + "name": "referencedFrom", + "source": "static", + "value": "activeAlertsWorkbook" + }, + { + "name": "location", + "source": "column", + "value": "Location" + } + ] + } + } + }, + { + "columnMatch": "IsIncident", + "formatter": 1 + }, + { + "columnMatch": "AlertUri", + "formatter": 5 + }, + { + "columnMatch": "Tactics", + "formatter": 1 + }, + { + "columnMatch": "SubscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": "Resource", + "showIcon": true + } + }, + { + "columnMatch": "Location", + "formatter": 17 + }, + { + "columnMatch": "ResourceId", + "formatter": 13, + "formatOptions": { + "linkTarget": "Resource", + "showIcon": true + } + }, + { + "columnMatch": "TenantId", + "formatter": 5 + }, + { + "columnMatch": "AlertName", + "formatter": 5 + }, + { + "columnMatch": "Description", + "formatter": 5 + }, + { + "columnMatch": "ProviderName", + "formatter": 5 + }, + { + "columnMatch": "VendorName", + "formatter": 5 + }, + { + "columnMatch": "VendorOriginalId", + "formatter": 5 + }, + { + "columnMatch": "SourceComputerId", + "formatter": 5 + }, + { + "columnMatch": "AlertType", + "formatter": 5 + }, + { + "columnMatch": "ConfidenceLevel", + "formatter": 5 + }, + { + "columnMatch": "ConfidenceScore", + "formatter": 5 + }, + { + "columnMatch": "StartTime", + "formatter": 5 + }, + { + "columnMatch": "EndTime", + "formatter": 5 + }, + { + "columnMatch": "ProcessingEndTime", + "formatter": 5 + }, + { + "columnMatch": "RemediationSteps", + "formatter": 5 + }, + { + "columnMatch": "ExtendedProperties", + "formatter": 5 + }, + { + "columnMatch": "Entities", + "formatter": 5 + }, + { + "columnMatch": "SourceSystem", + "formatter": 5 + }, + { + "columnMatch": "WorkspaceSubscriptionId", + "formatter": 5 + }, + { + "columnMatch": "WorkspaceResourceGroup", + "formatter": 5 + }, + { + "columnMatch": "ExtendedLinks", + "formatter": 5 + }, + { + "columnMatch": "ProductName", + "formatter": 5 + }, + { + "columnMatch": "ProductComponentName", + "formatter": 5 + }, + { + "columnMatch": "AlertLink", + "formatter": 7, + "formatOptions": { + "linkTarget": "Url" + } + }, + { + "columnMatch": "SystemIncidentId", + "formatter": 5 + }, + { + "columnMatch": "SystemAlertId1", + "formatter": 5 + } + ], + "labelSettings": [ + { + "columnId": "SystemAlertId", + "label": "Alert ID" + }, + { + "columnId": "AlertDisplayName", + "label": "Alert name" + }, + { + "columnId": "IsIncident", + "label": "Incident/alert" + }, + { + "columnId": "SeverityRank", + "label": "Severity" + }, + { + "columnId": "SubscriptionId", + "label": "Subscription" + }, + { + "columnId": "ResourceGroup", + "label": "Resource group" + }, + { + "columnId": "ResourceId", + "label": "Resource" + } + ] + }, + "sortBy": [] + }, + "conditionalVisibility": { + "parameterName": "ShowTable", + "comparison": "isNotEqualTo" + }, + "showPin": true, + "name": "SecurityIncidents - FilterbyResourceId", + "styleSettings": { + "showBorder": true + } + }, + { + "type": 11, + "content": { + "version": "LinkItem/1.0", + "style": "list", + "links": [ + { + "id": "2f6ff56b-9afb-46f6-968d-a59cb744ea14", + "linkTarget": "OpenBlade", + "linkLabel": "Open Alert View", + "style": "primary", + "bladeOpenContext": { + "bladeName": "AlertBlade", + "extensionName": "Microsoft_Azure_Security", + "bladeParameters": [ + { + "name": "alertId", + "source": "static", + "value": "{SystemAlertId}" + }, + { + "name": "subscriptionId", + "source": "static", + "value": "{SubscriptionId}" + }, + { + "name": "resourceGroup", + "source": "static", + "value": "{ResourceGroup}" + }, + { + "name": "referencedFrom", + "source": "static", + "value": "activeAlertsWorkbook" + }, + { + "name": "location", + "source": "static", + "value": "{Location}" + } + ] + } + } + ] + }, + "conditionalVisibility": { + "parameterName": "SystemAlertId", + "comparison": "isNotEqualTo" + }, + "name": "Alerts " + }, + { + "type": 1, + "content": { + "json": "### MITRE ATT&CK tactics                                 " + }, + "customWidth": "100", + "name": "text - 17" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "securityresources\r\n| where type == \"microsoft.security/locations/alerts\"\r\n| extend Details = parse_json(properties)\r\n| extend Tactics = Details.[\"Intent\"]\r\n| project Tactics\r\n| extend Tactic = split(Tactics,\",\")\r\n| mv-expand Tactic\r\n| extend Tactic = trim(\" \",tostring(Tactic))\r\n| summarize Count = count() by Tactic\r\n| sort by Count desc\r\n", + "size": 0, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "barchart", + "tileSettings": { + "showBorder": false, + "titleContent": { + "columnMatch": "Tactics", + "formatter": 1 + }, + "leftContent": { + "columnMatch": "count_", + "formatter": 12, + "formatOptions": { + "palette": "auto" + }, + "numberFormat": { + "unit": 17, + "options": { + "maximumSignificantDigits": 3, + "maximumFractionDigits": 2 + } + } + } + }, + "graphSettings": { + "type": 0, + "topContent": { + "columnMatch": "Tactics", + "formatter": 1 + }, + "centerContent": { + "columnMatch": "count_", + "formatter": 1, + "numberFormat": { + "unit": 17, + "options": { + "maximumSignificantDigits": 3, + "maximumFractionDigits": 2 + } + } + } + }, + "mapSettings": { + "locInfo": "LatLong", + "sizeSettings": "count_", + "sizeAggregation": "Sum", + "legendMetric": "count_", + "legendAggregation": "Sum", + "itemColorSettings": { + "type": "heatmap", + "colorAggregation": "Sum", + "nodeColorField": "count_", + "heatmapPalette": "greenRed" + } + } + }, + "name": "query - 17" + }, + { + "type": 11, + "content": { + "version": "LinkItem/1.0", + "style": "tabs", + "links": [ + { + "id": "bd374a50-b240-4232-ad4a-77725f80bcf5", + "cellValue": "View", + "linkTarget": "parameter", + "linkLabel": "List View", + "subTarget": "List", + "preText": "", + "style": "link" + }, + { + "id": "588b7d9f-8ff1-4afa-8d3f-b0085ae6b148", + "cellValue": "View", + "linkTarget": "parameter", + "linkLabel": "Map View", + "subTarget": "Map", + "preText": "", + "style": "link" + } + ] + }, + "name": "links - 10" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "crossComponentResources": [ + "{Subscription}" + ], + "parameters": [ + { + "id": "1ffc8fe9-a919-4c9e-8489-a92f0a7d79e1", + "version": "KqlParameterItem/1.0", + "name": "ResourceFilter", + "label": "Resource", + "type": 5, + "multiSelect": true, + "quote": "'", + "delimiter": ",", + "query": "securityresources\r\n | where type =~ 'microsoft.security/locations/alerts'\r\n | extend Prop = parse_json(properties)\r\n | extend ResourceIdentifiers = Prop.[\"ResourceIdentifiers\"]\r\n | project ResourceIdentifiers\r\n | mv-expand ResourceIdentifiers\r\n | extend ResourceId = parse_json(ResourceIdentifiers).[\"AzureResourceId\"]\r\n //| where isnotempty(ResourceId )\r\n | extend Resource = tolower(tostring(ResourceId))\r\n | summarize count() by Resource\r\n | project Resource\r\n //| order by Resource asc\r\n", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [ + "value::all" + ], + "showDefault": false + }, + "timeContext": { + "durationMs": 86400000 + }, + "defaultValue": "value::all", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "value": [ + "value::all" + ] + }, + { + "id": "e9522d87-143f-408b-93ea-b8f07223995e", + "version": "KqlParameterItem/1.0", + "name": "SeverityFilter", + "label": "Severity", + "type": 2, + "multiSelect": true, + "quote": "'", + "delimiter": ",", + "value": [ + "value::all" + ], + "typeSettings": { + "additionalResourceOptions": [ + "value::all" + ], + "showDefault": false + }, + "jsonData": "[\r\n\r\n{\"value\": \"High\", \"label\":\"High\"},\r\n{\"value\": \"Medium\", \"label\":\"Medium\"},\r\n{\"value\": \"Low\", \"label\":\"Low\"},\r\n{\"value\": \"Informational\", \"label\":\"Informational\"}\r\n]\r\n \r\n ", + "timeContext": { + "durationMs": 86400000 + }, + "defaultValue": "value::all" + }, + { + "id": "664365b5-1fc4-4cfa-b99d-a72e3d35ab11", + "version": "KqlParameterItem/1.0", + "name": "ResourceGroupFilter", + "label": "Resource group", + "type": 2, + "multiSelect": true, + "quote": "'", + "delimiter": ",", + "query": " securityresources\r\n | where type =~ 'microsoft.security/locations/alerts'\r\n | extend resourceGroup = iif(isempty(resourceGroup),\" \",resourceGroup)\r\n| summarize Count =count() by resourceGroup\r\n | project resourceGroup", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [ + "value::all" + ], + "showDefault": false + }, + "timeContext": { + "durationMs": 86400000 + }, + "defaultValue": "value::all", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "value": [ + "value::all" + ] + }, + { + "id": "48a8dd7e-43ab-413e-88f8-a433100d92ce", + "version": "KqlParameterItem/1.0", + "name": "AlertNameFilter", + "label": "Alert name", + "type": 2, + "multiSelect": true, + "quote": "'", + "delimiter": ",", + "query": " securityresources\r\n | where type =~ 'microsoft.security/locations/alerts'\r\n | extend Prop = parse_json(properties)\r\n | extend AlertDisplayName = Prop.[\"AlertDisplayName\"]\r\n | distinct tostring(AlertDisplayName)\r\n | order by AlertDisplayName asc\r\n ", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [ + "value::all" + ], + "showDefault": false + }, + "defaultValue": "value::all", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + }, + { + "id": "378aeb0c-9135-43fa-b46a-86f71baa0137", + "version": "KqlParameterItem/1.0", + "name": "TagFilter", + "label": "Tag", + "type": 2, + "multiSelect": true, + "quote": "'", + "delimiter": ",", + "query": "securityresources\r\n | where type =~ \"microsoft.security/locations/alerts\"\r\n | extend isAzure = tostring(properties.ResourceIdentifiers) matches regex '\"Type\"\\\\s*:\\\\s*\"AzureResource\"'\r\n | extend Details = parse_json(properties)\r\n| extend IsIncident = Details.[\"IsIncident\"]\r\n| extend AlertDisplayName = Details.[\"AlertDisplayName\"]\r\n| extend SystemAlertId = Details.[\"SystemAlertId\"]\r\n| extend Severity = Details.[\"Severity\"]\r\n| extend AlertUri = Details.[\"AlertUri\"]\r\n| extend Status = Details.[\"Status\"]\r\n| extend Tactics = Details.[\"Intent\"]\r\n| parse AlertUri with * '/subscriptionId/' SubscriptionId '/' *\r\n| parse AlertUri with * '/resourceGroup/' ResourceGroup '/' *\r\n| parse AlertUri with * '/location/' Location \r\n | extend affectedResourceId = extract('\"AzureResourceId\"\\\\s*:\\\\s*\"([^\"]*)\"', 1, tostring(properties.ResourceIdentifiers))\r\n | extend hostName = iff(isAzure, \"\", extract('\"HostName\"\\\\s*:\\\\s*\"([^\"]*)\"', 1, tostring(properties.Entities)))\r\n | extend splitAffectedResourceId = split(affectedResourceId, \"/\")\r\n | extend resourceNameIndex = iff(array_length(splitAffectedResourceId) > 1, array_length(splitAffectedResourceId) - 1, 0)\r\n | extend affectedResourceName = iff(isAzure, splitAffectedResourceId[resourceNameIndex], iff(isempty(hostName), \"Non-Azure\", hostName))| project-away resourceNameIndex, splitAffectedResourceId, hostName\r\n | extend ResourceIdentifiers = Details.[\"ResourceIdentifiers\"]\r\n | mv-expand ResourceIdentifiers\r\n | extend ResourceId = parse_json(ResourceIdentifiers).[\"AzureResourceId\"]\r\n | extend Resource = tolower(tostring(ResourceId))\r\n | project alertId = id, subscriptionId, alertProperties = properties, affectedResourceId = tolower(affectedResourceId),tostring(Severity), SystemAlertId, AlertDisplayName,IsIncident = iif(IsIncident==\"true\",\"Incident\",\"Alert\"),AlertUri,Status,Tactics,SubscriptionId,ResourceGroup,Location, ResourceIdentifier=Details.[\"ResourceIdentifiers\"],Resource\r\n | join kind=leftouter (\r\n resources\r\n | project id = tolower(id), tags\r\n ) on $left.affectedResourceId == $right.id\r\n | extend Tag = parse_json(tags)\r\n | mv-expand Tag\r\n | parse Tag with * ':\"' TagValue '\"}'\r\n | extend TagValue = iif(isempty(TagValue),\" \",TagValue)\r\n | project TagValue, alertId\r\n | distinct TagValue\r\n ", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [ + "value::all" + ], + "showDefault": false + }, + "defaultValue": "value::all", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + } + ], + "style": "pills", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + }, + "conditionalVisibility": { + "parameterName": "View", + "comparison": "isEqualTo", + "value": "List" + }, + "name": "parameters - 23" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "securityresources\r\n| where type =~ \"microsoft.security/locations/alerts\"\r\n| extend isAzure = tostring(properties.ResourceIdentifiers) matches regex '\"Type\"\\\\s*:\\\\s*\"AzureResource\"'\r\n| extend Details = parse_json(properties)\r\n| extend IsIncident = Details.[\"IsIncident\"]\r\n| extend AlertDisplayName = Details.[\"AlertDisplayName\"]\r\n| extend SystemAlertId = Details.[\"SystemAlertId\"]\r\n| extend Severity = Details.[\"Severity\"]\r\n| extend AlertUri = Details.[\"AlertUri\"]\r\n| extend Status = Details.[\"Status\"]\r\n| extend Tactics = Details.[\"Intent\"]\r\n| parse AlertUri with * '/subscriptionId/' SubscriptionId '/' *\r\n| parse AlertUri with * '/resourceGroup/' ResourceGroup '/' *\r\n| parse AlertUri with * '/location/' Location \r\n| extend affectedResourceId = extract('\"AzureResourceId\"\\\\s*:\\\\s*\"([^\"]*)\"', 1, tostring(properties.ResourceIdentifiers))\r\n| extend hostName = iff(isAzure, \"\", extract('\"HostName\"\\\\s*:\\\\s*\"([^\"]*)\"', 1, tostring(properties.Entities)))\r\n| extend splitAffectedResourceId = split(affectedResourceId, \"/\")\r\n| extend resourceNameIndex = iff(array_length(splitAffectedResourceId) > 1, array_length(splitAffectedResourceId) - 1, 0)\r\n| extend affectedResourceName = iff(isAzure, splitAffectedResourceId[resourceNameIndex], iff(isempty(hostName), \"Non-Azure\", hostName))\r\n| project-away resourceNameIndex, splitAffectedResourceId, hostName\r\n| extend ResourceIdentifiers = Details.[\"ResourceIdentifiers\"]\r\n| mv-expand ResourceIdentifiers\r\n| extend ResourceId = parse_json(ResourceIdentifiers).[\"AzureResourceId\"]\r\n| extend Resource = tolower(tostring(ResourceId))\r\n| project\r\n alertId = id,\r\n subscriptionId,\r\n alertProperties = properties,\r\n affectedResourceId = tolower(affectedResourceId),\r\n tostring(Severity),\r\n SystemAlertId,\r\n AlertDisplayName,\r\n IsIncident = iif(IsIncident == \"true\", \"Incident\", \"Alert\"),\r\n AlertUri,\r\n Status,\r\n Tactics,\r\n SubscriptionId,\r\n ResourceGroup,\r\n Location,\r\n ResourceId,\r\n ResourceIdentifier=Details.[\"ResourceIdentifiers\"],\r\n Resource\r\n| join kind=leftouter (\r\n resources\r\n | project id = tolower(id), tags\r\n )\r\n on $left.affectedResourceId == $right.id\r\n| extend id = alertId, subscriptionId, properties = alertProperties\r\n| extend ResourceFilter =\" {ResourceFilter}\"\r\n| where Resource in~ ({ResourceFilter})\r\n| where Severity in~ ({SeverityFilter})\r\n| where AlertDisplayName in~ ({AlertNameFilter})\r\n| where Status == \"Active\"\r\n| extend ResourceGroup = iif(isempty(ResourceGroup), \" \", ResourceGroup)\r\n| where ResourceGroup in~ ({ResourceGroupFilter})\r\n| extend tag = iff(isempty(tags), dynamic({\"tags\": \" \"}), parse_json(tags))\r\n| mv-expand tag\r\n| parse tag with * ':\"' TagValue '\"}'\r\n| extend TagValue = iif(isempty(TagValue), \" \", TagValue)\r\n| where TagValue in ({TagFilter})\r\n| where AlertDisplayName !startswith ('[SAMPLE ALERT]')\r\n| project\r\n (Severity),\r\n tostring(SystemAlertId),\r\n tostring(AlertDisplayName),\r\n IsIncident = iif(IsIncident == \"true\", \"Incident\", \"Alert\"),\r\n AlertURI = tostring(AlertUri),\r\n tostring(Status),\r\n tostring(Tactics),\r\n SubscriptionId,\r\n ResourceGroup,\r\n Location,\r\n TagValue,\r\n tostring(tags),\r\n tostring(ResourceId)\r\n| distinct\r\n Severity,\r\n SystemAlertId,\r\n AlertDisplayName,\r\n IsIncident,\r\n AlertURI,\r\n Status,\r\n Tactics,\r\n SubscriptionId,\r\n ResourceGroup,\r\n Location,\r\n tags,\r\n ResourceId\r\n| order by Severity asc", + "size": 0, + "title": "Active Alerts ", + "exportedParameters": [ + { + "fieldName": "Resource", + "parameterName": "Resource", + "parameterType": 1 + }, + { + "fieldName": "AlertUri", + "parameterName": "AlertUri", + "parameterType": 1 + }, + { + "fieldName": "SystemAlertId", + "parameterName": "SystemAlertId", + "parameterType": 1 + }, + { + "fieldName": "SubscriptionId", + "parameterName": "SubscriptionId", + "parameterType": 1 + }, + { + "fieldName": "ResourceGroup", + "parameterName": "ResourceGroup", + "parameterType": 1 + }, + { + "fieldName": "Location", + "parameterName": "Location", + "parameterType": 1 + } + ], + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "Severity", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "colors", + "thresholdsGrid": [ + { + "operator": "contains", + "thresholdValue": "High", + "representation": "redBright", + "text": "{0}{1}" + }, + { + "operator": "contains", + "thresholdValue": "Medium", + "representation": "orange", + "text": "{0}{1}" + }, + { + "operator": "contains", + "thresholdValue": "Low", + "representation": "yellow", + "text": "{0}{1}" + }, + { + "operator": "contains", + "thresholdValue": "Informational ", + "representation": "gray", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": null, + "text": "{0}{1}" + } + ] + } + }, + { + "columnMatch": "SystemAlertId", + "formatter": 5 + }, + { + "columnMatch": "IsIncident", + "formatter": 1 + }, + { + "columnMatch": "AlertURI", + "formatter": 5, + "formatOptions": { + "linkTarget": "Url" + } + }, + { + "columnMatch": "Status", + "formatter": 5 + }, + { + "columnMatch": "SubscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": "Resource", + "showIcon": true + } + }, + { + "columnMatch": "Location", + "formatter": 5 + }, + { + "columnMatch": "ResourceId", + "formatter": 13, + "formatOptions": { + "linkTarget": "Resource", + "showIcon": true + } + }, + { + "columnMatch": "Alert ID", + "formatter": 5 + }, + { + "columnMatch": "Alert URI", + "formatter": 5, + "formatOptions": { + "linkTarget": "Url" + } + }, + { + "columnMatch": "Resource ID", + "formatter": 5 + }, + { + "columnMatch": "AlertUri", + "formatter": 5 + }, + { + "columnMatch": "ResourceIdentifier", + "formatter": 5 + }, + { + "columnMatch": "TenantId", + "formatter": 5 + }, + { + "columnMatch": "AlertName", + "formatter": 5 + }, + { + "columnMatch": "Description", + "formatter": 5 + }, + { + "columnMatch": "ProviderName", + "formatter": 5 + }, + { + "columnMatch": "VendorName", + "formatter": 5 + }, + { + "columnMatch": "VendorOriginalId", + "formatter": 5 + }, + { + "columnMatch": "SourceComputerId", + "formatter": 5 + }, + { + "columnMatch": "AlertType", + "formatter": 5 + }, + { + "columnMatch": "ConfidenceLevel", + "formatter": 5 + }, + { + "columnMatch": "ConfidenceScore", + "formatter": 5 + }, + { + "columnMatch": "StartTime", + "formatter": 5 + }, + { + "columnMatch": "EndTime", + "formatter": 5 + }, + { + "columnMatch": "ProcessingEndTime", + "formatter": 5 + }, + { + "columnMatch": "RemediationSteps", + "formatter": 5 + }, + { + "columnMatch": "ExtendedProperties", + "formatter": 5 + }, + { + "columnMatch": "Entities", + "formatter": 5 + }, + { + "columnMatch": "SourceSystem", + "formatter": 5 + }, + { + "columnMatch": "WorkspaceSubscriptionId", + "formatter": 5 + }, + { + "columnMatch": "WorkspaceResourceGroup", + "formatter": 5 + }, + { + "columnMatch": "ExtendedLinks", + "formatter": 5 + }, + { + "columnMatch": "ProductName", + "formatter": 5 + }, + { + "columnMatch": "ProductComponentName", + "formatter": 5 + }, + { + "columnMatch": "AlertLink", + "formatter": 7, + "formatOptions": { + "linkTarget": "Url" + } + }, + { + "columnMatch": "SystemIncidentId", + "formatter": 5 + }, + { + "columnMatch": "SystemAlertId1", + "formatter": 5 + } + ], + "labelSettings": [ + { + "columnId": "AlertDisplayName", + "label": "Alert name" + }, + { + "columnId": "IsIncident", + "label": "Incident/alert" + }, + { + "columnId": "AlertURI", + "label": "Alert URI" + }, + { + "columnId": "SubscriptionId", + "label": "Subscription" + }, + { + "columnId": "ResourceGroup", + "label": "Resource group" + }, + { + "columnId": "tags", + "label": "Tags" + }, + { + "columnId": "ResourceId", + "label": "Resource" + } + ] + }, + "sortBy": [] + }, + "conditionalVisibility": { + "parameterName": "View", + "comparison": "isEqualTo", + "value": "List" + }, + "showPin": true, + "name": "SecurityIncidents" + }, + { + "type": 11, + "content": { + "version": "LinkItem/1.0", + "style": "list", + "links": [ + { + "id": "8e6f9368-ccbe-4092-b898-8a27c77a06b3", + "linkTarget": "OpenBlade", + "linkLabel": "Open Alert View", + "preText": "", + "style": "primary", + "bladeOpenContext": { + "bladeName": "AlertBlade", + "extensionName": "Microsoft_Azure_Security", + "bladeParameters": [ + { + "name": "alertId", + "source": "static", + "value": "{SystemAlertId}" + }, + { + "name": "subscriptionId", + "source": "static", + "value": "{SubscriptionId}" + }, + { + "name": "resourceGroup", + "source": "static", + "value": "{ResourceGroup}" + }, + { + "name": "referencedFrom", + "source": "static", + "value": "activeAlertsWorkbook" + }, + { + "name": "location", + "source": "static", + "value": "{Location}" + } + ] + } + } + ] + }, + "conditionalVisibilities": [ + { + "parameterName": "View", + "comparison": "isEqualTo", + "value": "List" + }, + { + "parameterName": "SystemAlertId", + "comparison": "isNotEqualTo" + } + ], + "name": "links - 19" + }, + { + "type": 1, + "content": { + "json": " To see more information about the alerts in the map view:

  1. Configure continuous export to export your security alerts to a Log Analytics workspace by following the instructions described \r\n[ here. ](https://docs.microsoft.com/azure/defender-for-cloud/continuous-export?tabs=azure-portal)\r\n
  2. In the \"Workspace\" filter below, choose the Log Analytics workspace your security alerts are exported to.\r\n\r\n" + }, + "conditionalVisibility": { + "parameterName": "View", + "comparison": "isEqualTo", + "value": "Map" + }, + "name": "text - 21" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "crossComponentResources": [ + "{Subscription}" + ], + "parameters": [ + { + "id": "8724f927-b766-4814-a895-8c55565fb7f8", + "version": "KqlParameterItem/1.0", + "name": "Workspace", + "type": 5, + "multiSelect": true, + "quote": "'", + "delimiter": ",", + "query": "resources\r\n| where type contains \"solution\"\r\n| where name contains \"security\"\r\n| project id = tostring(properties.workspaceResourceId)\r\n| distinct id", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [ + "value::all" + ], + "showDefault": false + }, + "timeContext": { + "durationMs": 86400000 + }, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + } + ], + "style": "pills", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + }, + "conditionalVisibility": { + "parameterName": "View", + "comparison": "isEqualTo", + "value": "Map" + }, + "name": "parameters - 15" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "securityresources\r\n| where type == \"microsoft.security/locations/alerts\"\r\n| project-rename P= properties\r\n| extend Details = parse_json(P)\r\n | extend ResourceIdentifiers = Details.[\"ResourceIdentifiers\"]\r\n| extend IsIncident = Details.[\"IsIncident\"]\r\n| extend AlertDisplayName = Details.[\"AlertDisplayName\"]\r\n| extend SystemAlertId = Details.[\"SystemAlertId\"]\r\n| extend Severity = Details.[\"Severity\"]\r\n| extend AlertLink = Details.[\"AlertUri\"]\r\n| extend Status = Details.[\"Status\"]\r\n| extend Tactics = Details.[\"Intent\"]\r\n| parse AlertLink with * '/subscriptionId/' SubscriptionId '/' *\r\n| parse AlertLink with * '/resourceGroup/' ResourceGroup '/' *\r\n| parse AlertLink with * '/location/' Location \r\n | mv-expand ResourceIdentifiers\r\n | extend ResourceId = parse_json(ResourceIdentifiers).[\"AzureResourceId\"]\r\n | where isnotempty(ResourceId )\r\n| project Severity, SystemAlertId, tostring(AlertDisplayName),IsIncident = iif(IsIncident==\"true\",\"Incident\",\"Alert\"),tostring(AlertLink),Status,Tactics,tostring(ResourceId),SubscriptionId,ResourceGroup,Location\r\n| distinct tostring(SystemAlertId),tostring(AlertDisplayName),tostring(AlertLink),tostring(ResourceId)\r\n| summarize count() by ResourceId, AlertLink, AlertDisplayName\r\n", + "size": 0, + "title": "AlertsMapView ", + "exportMultipleValues": true, + "exportAggregateParts": true, + "exportedParameters": [ + { + "fieldName": "ResourceId", + "parameterName": "Resource", + "parameterType": 1 + }, + { + "fieldName": "AlertLink", + "parameterName": "AlertLink", + "parameterType": 1 + }, + { + "fieldName": "AlertDisplayName", + "parameterName": "AlertDisplayName", + "parameterType": 1 + } + ], + "exportToExcelOptions": "all", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "map", + "mapSettings": { + "locInfo": "AzureResource", + "locInfoColumn": "ResourceId", + "sizeSettings": "count_", + "sizeAggregation": "Sum", + "legendMetric": "count_", + "legendAggregation": "Sum", + "itemColorSettings": { + "nodeColorField": "count_", + "colorAggregation": "Sum", + "type": "heatmap", + "heatmapPalette": "coldHot" + } + } + }, + "customWidth": "50", + "conditionalVisibility": { + "parameterName": "View", + "comparison": "isEqualTo", + "value": "Map" + }, + "name": "AlertsMapView ", + "styleSettings": { + "showBorder": true + } + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "let T = datatable ( AlertLink:string)\r\n[\r\n{AlertLink}\r\n];\r\nT\r\n| parse AlertLink with * '/alertId/' AlertId '/subscriptionId/' SubscriptionId '/resourceGroup/' ResourceGroup '/' * 'location/' Location \r\n| distinct AlertLink, AlertId, ResourceGroup,Location,SubscriptionId\r\n| join kind = inner (SecurityAlert\r\n| where isempty(ResourceId) == false\r\n| where TimeGenerated > ago(90d)\r\n| project SystemAlertId,ResourceId, DisplayName,StartTime) on $left.AlertId == $right.SystemAlertId\r\n| project ResourceId,DisplayName,AlertId, SubscriptionId, ResourceGroup, Location,StartTime\r\n| order by ResourceId,DisplayName, StartTime asc\r\n\r\n\r\n\r\n", + "size": 0, + "exportedParameters": [ + { + "fieldName": "AlertId", + "parameterName": "AlertId", + "parameterType": 1 + }, + { + "fieldName": "SubscriptionId", + "parameterName": "SubscriptionId", + "parameterType": 1 + }, + { + "fieldName": "Location", + "parameterName": "Location", + "parameterType": 1 + }, + { + "fieldName": "ResourceGroup", + "parameterName": "ResourceGroup", + "parameterType": 1 + } + ], + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces", + "crossComponentResources": [ + "{Workspace}" + ], + "visualization": "table", + "gridSettings": { + "formatters": [ + { + "columnMatch": "ResourceId", + "formatter": 0, + "formatOptions": { + "customColumnWidthSetting": "23ch" + } + }, + { + "columnMatch": "DisplayName", + "formatter": 0, + "formatOptions": { + "customColumnWidthSetting": "45ch" + } + }, + { + "columnMatch": "AlertId", + "formatter": 5 + }, + { + "columnMatch": "Location", + "formatter": 5 + }, + { + "columnMatch": "StartTime", + "formatter": 0, + "formatOptions": { + "customColumnWidthSetting": "23ch" + } + }, + { + "columnMatch": "TimeGenerated", + "formatter": 0, + "formatOptions": { + "customColumnWidthSetting": "22ch" + } + }, + { + "columnMatch": "AlertLink", + "formatter": 5 + } + ], + "labelSettings": [ + { + "columnId": "ResourceId", + "label": "Resource ID" + }, + { + "columnId": "DisplayName", + "label": "Alert name" + }, + { + "columnId": "AlertId", + "label": "Alert ID" + }, + { + "columnId": "SubscriptionId", + "label": "Subscription ID" + }, + { + "columnId": "ResourceGroup", + "label": "Resource group" + }, + { + "columnId": "StartTime", + "label": "Start time" + } + ] + }, + "sortBy": [], + "tileSettings": { + "showBorder": false + } + }, + "customWidth": "45", + "conditionalVisibilities": [ + { + "parameterName": "View", + "comparison": "isEqualTo", + "value": "Map" + }, + { + "parameterName": "AlertLink", + "comparison": "isNotEqualTo" + } + ], + "name": "AlertLink-Table" + } + ] + }, + "name": "Security Discipline" + } + ] + }, + "conditionalVisibilities": [ + { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "RC_Security" + }, + { + "parameterName": "Subscription", + "comparison": "isNotEqualTo" + } + ], + "name": "RC_Security" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "parameters": [ + { + "id": "1e6e4cc7-5d76-48ef-8ce1-16f33f4f6dea", + "version": "KqlParameterItem/1.0", + "name": "SubscriptionAge", + "label": "Subscription", + "type": 6, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "includeAll": false, + "showDefault": false + }, + "timeContext": { + "durationMs": 86400000 + }, + "value": null + } + ], + "style": "above", + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces" + }, + "name": "parameters - SubscriptionAge" + }, + { + "type": 1, + "content": { + "json": "## Azure resource age\r\nAzure *resource age* is one of the metric to monitor as part of the \"resource consistency\" discipline of the Cloud Adoption Framework. This metric help you to identify old resources to be assessed and cleaned if they are not used anymore." + }, + "name": "text - ResourceAgeDescription" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "template", + "loadFromTemplateId": "community-Workbooks/Common/noSubscriptions", + "items": [] + }, + "conditionalVisibility": { + "parameterName": "SubscriptionAge", + "comparison": "isEqualTo", + "value": "" + }, + "name": "No Subscriptions group - Age" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"ARMEndpoint/1.0\",\"data\":null,\"headers\":[],\"method\":\"GET\",\"path\":\"/subscriptions/{SubscriptionAge:id}/resources?\",\"urlParams\":[{\"key\":\"api-version\",\"value\":\"2021-04-01\"},{\"key\":\"$expand\",\"value\":\"createdTime,changedTime,provisioningState\"}],\"batchDisabled\":true,\"transformers\":[{\"type\":\"jsonpath\",\"settings\":{\"tablePath\":\"$.value\",\"columns\":[{\"path\":\"$..id\",\"columnid\":\"id\",\"columnType\":\"string\"},{\"path\":\"$..type\",\"columnid\":\"type\",\"columnType\":\"string\"},{\"path\":\"$..location\",\"columnid\":\"location\",\"columnType\":\"string\"},{\"path\":\"$..createdTime\",\"columnid\":\"createdTime\",\"columnType\":\"datetime\"},{\"path\":\"$..changedTime\",\"columnid\":\"changedTime\",\"columnType\":\"datetime\"},{\"path\":\"$..provisioningState\",\"columnid\":\"provisioningState\",\"columnType\":\"string\"},{\"path\":\"$..tags\",\"columnid\":\"tags\"}]}}]}", + "size": 0, + "title": "Resource age", + "showExportToExcel": true, + "queryType": 12, + "gridSettings": { + "formatters": [ + { + "columnMatch": "type", + "formatter": 16, + "formatOptions": { + "showIcon": true + } + }, + { + "columnMatch": "location", + "formatter": 17 + }, + { + "columnMatch": "createdTime", + "formatter": 6 + }, + { + "columnMatch": "changedTime", + "formatter": 6 + }, + { + "columnMatch": "provisioningState", + "formatter": 1 + }, + { + "columnMatch": "tags", + "formatter": 1 + } + ], + "filter": true, + "sortBy": [ + { + "itemKey": "changedTime", + "sortOrder": 1 + } + ], + "labelSettings": [ + { + "columnId": "id", + "label": "Resource Name" + }, + { + "columnId": "type", + "label": "Resource Type" + }, + { + "columnId": "location", + "label": "Region" + }, + { + "columnId": "createdTime", + "label": "Created Time" + }, + { + "columnId": "changedTime", + "label": "Last Change" + }, + { + "columnId": "provisioningState", + "label": "Provisioning State" + }, + { + "columnId": "tags", + "label": "Tags" + } + ] + }, + "sortBy": [ + { + "itemKey": "changedTime", + "sortOrder": 1 + } + ] + }, + "conditionalVisibility": { + "parameterName": "SubscriptionAge", + "comparison": "isNotEqualTo" + }, + "name": "query - Resource age" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "RC_Age" + }, + "name": "Resource Age" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "parameters": [ + { + "id": "e15ef842-dadb-4a7b-b5f6-5d1bbe35b7af", + "version": "KqlParameterItem/1.0", + "name": "Subscription", + "type": 6, + "description": "Cost information can only be displayed per subscription", + "typeSettings": { + "additionalResourceOptions": [], + "includeAll": true, + "showDefault": false + }, + "timeContext": { + "durationMs": 86400000 + }, + "value": null + }, + { + "id": "b73ef334-95b2-4ead-8dd2-51a90a90ce6f", + "version": "KqlParameterItem/1.0", + "name": "Aggregation", + "type": 2, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "jsonData": "[[\r\n { \"value\": \"SubscriptionId\", \"label\": \"Subscription\", \"selected\":true},\r\n { \"value\": \"ResourceGroup\", \"label\": \"Resource Group\"},\r\n { \"value\": \"ResourceType\", \"label\": \"Resource Type\"}\r\n]", + "timeContext": { + "durationMs": 86400000 + } + }, + { + "id": "55ef4a45-0603-48cf-bb9b-a963e7a33be2", + "version": "KqlParameterItem/1.0", + "name": "TimeFrame", + "type": 2, + "typeSettings": { + "additionalResourceOptions": [] + }, + "jsonData": "[[\r\n { \"value\": \"BillingMonthToDate\", \"label\": \"Billing MonthToDate\"},\r\n { \"value\": \"MonthToDate\", \"label\": \"MonthToDate\", \"selected\":true },\r\n { \"value\": \"TheLastBillingMonth\", \"label\": \"Last Billing Month\"},\r\n { \"value\": \"TheLastMonth\", \"label\": \"Last Month\"},\r\n { \"value\": \"WeekToDate\", \"label\": \"WeekToDate\"}\r\n]", + "timeContext": { + "durationMs": 86400000 + }, + "label": "Timeframe" + } + ], + "style": "above", + "doNotRunWhenHidden": true, + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces" + }, + "name": "parameters - Cost Subscription" + }, + { + "type": 1, + "content": { + "json": "## Microsoft Cost Management\r\n\r\nBefore you can control and optimize your costs, you first need to understand where they originated – from the underlying resources used to support your cloud projects to the environments they're deployed in and the owners who manage them. Full visibility backed by a thorough tagging strategy is critical to accurately understand your spending patterns and enforce cost control mechanisms.\r\n\r\n[Cost Management](https://portal.azure.com/#view/Microsoft_Azure_CostManagement/Menu) is a set of FinOps tools that enable you to analyze, manage, and optimize your costs.\r\n\r\nCalculate your estimated hourly or monthly costs for using Azure with the [Azure Calculator](https://azure.microsoft.com/pricing/calculator/).\r\n\r\nFor more advanced reporting options, build custom [Power BI reports in the FinOps toolkit](https://aka.ms/ftk/pbi)." + }, + "name": "text - AzureCostManagement" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"ARMEndpoint/1.0\",\"data\":\" {\\r\\n \\\"type\\\": \\\"Usage\\\",\\r\\n \\\"timeframe\\\": \\\"{TimeFrame}\\\",\\r\\n \\\"dataset\\\": {\\r\\n \\\"granularity\\\": \\\"None\\\",\\r\\n \\\"aggregation\\\": {\\r\\n \\\"totalCost\\\": {\\r\\n \\\"name\\\": \\\"PreTaxCost\\\",\\r\\n \\\"function\\\": \\\"Sum\\\"\\r\\n }\\r\\n },\\r\\n \\\"grouping\\\": [\\r\\n {\\r\\n \\\"type\\\": \\\"Dimension\\\",\\r\\n \\\"name\\\": \\\"{Aggregation}\\\"\\r\\n }\\r\\n ]\\r\\n }\\r\\n }\",\"headers\":[],\"method\":\"POST\",\"path\":\"/subscriptions/{Subscription:id}/providers/Microsoft.CostManagement/query?\",\"urlParams\":[{\"key\":\"api-version\",\"value\":\"2023-11-01\"}],\"batchDisabled\":true,\"transformers\":[{\"type\":\"jsonpath\",\"settings\":{\"tablePath\":\"$.properties\",\"columns\":[]}}]}", + "size": 0, + "title": "Overall cost", + "showExportToExcel": true, + "queryType": 12, + "gridSettings": { + "formatters": [ + { + "columnMatch": "PreTaxCost", + "formatter": 0, + "numberFormat": { + "unit": 0, + "options": { + "style": "decimal", + "useGrouping": true, + "maximumFractionDigits": 2 + }, + "emptyValCustomText": "\"0\"" + } + }, + { + "columnMatch": "SubscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "ResourceGroup", + "formatter": 14, + "formatOptions": { + "linkTarget": "Resource", + "showIcon": false + } + }, + { + "columnMatch": "ResourceType", + "formatter": 16, + "formatOptions": { + "showIcon": true + } + }, + { + "columnMatch": "resourceGroup", + "formatter": 14, + "formatOptions": { + "linkTarget": "Resource", + "linkIsContextBlade": false, + "showIcon": false + } + } + ], + "filter": true, + "sortBy": [ + { + "itemKey": "$gen_number_PreTaxCost_0", + "sortOrder": 2 + } + ], + "labelSettings": [ + { + "columnId": "PreTaxCost", + "label": "Cost" + }, + { + "columnId": "Currency", + "label": "Currency" + } + ] + }, + "sortBy": [ + { + "itemKey": "$gen_number_PreTaxCost_0", + "sortOrder": 2 + } + ], + "tileSettings": { + "showBorder": false + } + }, + "conditionalVisibility": { + "parameterName": "Subscription", + "comparison": "isNotEqualTo" + }, + "name": "query - Overall cost" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "crossComponentResources": [ + "{Subscription}" + ], + "parameters": [ + { + "id": "6cc7fc26-1a56-41cb-ad43-301e0f9f8903", + "version": "KqlParameterItem/1.0", + "name": "TagName", + "label": "Tag name", + "type": 2, + "isRequired": true, + "query": "Resources\r\n| where tags != '' and tags != '[]'\r\n| mvexpand tags\r\n| extend tagName = tostring(bag_keys(tags)[0])\r\n| distinct tagName\r\n| sort by tagName asc", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "timeContext": { + "durationMs": 86400000 + }, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "value": null + }, + { + "id": "2fc46f5d-ce69-42ea-8ebf-1c3d69c4e780", + "version": "KqlParameterItem/1.0", + "name": "TagValue", + "label": "Tag value", + "type": 2, + "isRequired": true, + "query": "Resources\r\n| extend TagValue = tostring(tags.{TagName})\r\n| project TagValue\r\n| distinct TagValue", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "timeContext": { + "durationMs": 86400000 + }, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "value": "" + } + ], + "style": "above", + "doNotRunWhenHidden": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + }, + "conditionalVisibility": { + "parameterName": "Subscription", + "comparison": "isNotEqualTo" + }, + "name": "parameters - TagFilter" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"ARMEndpoint/1.0\",\"data\":\" {\\r\\n \\\"type\\\": \\\"Usage\\\",\\r\\n \\\"timeframe\\\": \\\"{TimeFrame}\\\",\\r\\n \\\"dataset\\\": {\\r\\n \\\"granularity\\\": \\\"None\\\",\\r\\n \\\"filter\\\": {\\r\\n \\\"tags\\\" : {\\r\\n \\\"name\\\" : \\\"{TagName}\\\",\\r\\n \\\"operator\\\" : \\\"In\\\",\\r\\n \\\"values\\\" : [\\r\\n \\\"{TagValue}\\\"\\r\\n ]\\r\\n }\\r\\n },\\r\\n \\\"aggregation\\\": {\\r\\n \\\"totalCost\\\": {\\r\\n \\\"name\\\": \\\"PreTaxCost\\\",\\r\\n \\\"function\\\": \\\"Sum\\\"\\r\\n }\\r\\n },\\r\\n \\\"grouping\\\": [\\r\\n {\\r\\n \\\"type\\\": \\\"Dimension\\\",\\r\\n \\\"name\\\": \\\"{Aggregation}\\\"\\r\\n }\\r\\n ]\\r\\n }\\r\\n }\",\"headers\":[],\"method\":\"POST\",\"path\":\"/subscriptions/{Subscription:id}/providers/Microsoft.CostManagement/query?\",\"urlParams\":[{\"key\":\"api-version\",\"value\":\"2023-11-01\"}],\"batchDisabled\":true,\"transformers\":[{\"type\":\"jsonpath\",\"settings\":{\"tablePath\":\"$.properties\",\"columns\":[]}}]}", + "size": 3, + "title": "Overall cost filtered by tag", + "showExportToExcel": true, + "queryType": 12, + "gridSettings": { + "formatters": [ + { + "columnMatch": "PreTaxCost", + "formatter": 0, + "numberFormat": { + "unit": 0, + "options": { + "style": "decimal", + "useGrouping": true, + "maximumFractionDigits": 2 + }, + "emptyValCustomText": "\"0\"" + } + }, + { + "columnMatch": "SubscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "ResourceType", + "formatter": 16, + "formatOptions": { + "showIcon": true + } + }, + { + "columnMatch": "resourceGroup", + "formatter": 14, + "formatOptions": { + "linkTarget": "Resource", + "linkIsContextBlade": false, + "showIcon": true + } + } + ], + "labelSettings": [ + { + "columnId": "PreTaxCost", + "label": "Cost" + } + ] + }, + "tileSettings": { + "showBorder": false + } + }, + "conditionalVisibility": { + "parameterName": "TagValue", + "comparison": "isNotEqualTo", + "value": "" + }, + "name": "query - Sub cost per tag" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "RC_Cost" + }, + "name": "RC_Cost Management" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "loadType": "always", + "items": [ + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "crossComponentResources": [ + "value::tenant" + ], + "parameters": [ + { + "id": "476f61f4-2271-4e58-9b5e-7958d9a4ca3b", + "version": "KqlParameterItem/1.0", + "name": "Subscription", + "type": 6, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "includeAll": false, + "showDefault": false + }, + "timeContext": { + "durationMs": 86400000 + }, + "value": null + } + ], + "style": "above", + "doNotRunWhenHidden": true, + "queryType": 1, + "resourceType": "microsoft.resources/tenants" + }, + "conditionalVisibility": { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "RC_Compliance" + }, + "name": "parameters - Scope Filter For RC_Compliance" + }, + { + "type": 1, + "content": { + "json": "## Build and scale your applications quickly while maintaining control\r\nTake advantage of built-in and custom policies to set guardrails in your subscriptions. Easily deploy fully governed environments throughout your organization with Azure Blueprints. And, manage costs by gaining insights into your cloud spend so that you get the most from your cloud investments.
\r\n- Enforce and audit your policies for any Azure service
\r\n- Create compliant environments using Azure Blueprints, including resources, policies, and role-access controls
\r\n- Ensure that you’re compliant with external regulations by using built-in compliance controls
\r\n- Monitor cost and encourage accountability across your entire organization" + }, + "name": "text - 16" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "// Breakdown of compliance information for each assignment at subscription/MG/tenant scope\r\n// Gets aggregated compliance and policy definition information for each of the assignments in the selected scope as well as a few additional details, including: policySetDefinition or policyDefinition details for those assignments, the number of policies/groups within the policysetDefinitions listed, number of non-compliant policies within each policySetDefinition and the resource count breakdown per compliance state for those assignments.\r\n// Click the \"Run query\" command above to execute the query and see results.\r\npolicyResources\r\n| where type =~'Microsoft.Authorization/PolicyAssignments'\r\n| project policyAssignmentId = tolower(tostring(id)), policyAssignmentName = name, policyAssignmentDisplayName = tostring(properties.displayName), policyAssignmentScope = tostring(properties.scope), policyAssignmentDefinitionId = tolower(properties.policyDefinitionId), policyAssignmentNotScopes = tolower(properties.notScopes) \r\n| where policyAssignmentScope == \"{Subscription}\"\r\n| join kind=leftouter(\r\n policyResources\r\n | where type =~'Microsoft.Authorization/PolicySetDefinitions' or type =~'Microsoft.Authorization/PolicyDefinitions'\r\n | project definitionId = tolower(id), type, numberOfPolicies = array_length(properties.policyDefinitions), category = tostring(properties.metadata.category), numberOfGroups= array_length(properties.policyDefinitionGroups), mode = tostring(properties.mode)\r\n | extend isRegulatoryInitiative = iff(category =~ 'Regulatory Compliance', true, false)\r\n | extend definitionType = iff(type =~ 'Microsoft.Authorization/PolicysetDefinitions', 'initiative', 'policy')\r\n | extend isRPMode = iff(mode startswith 'Microsoft.', true, false)\r\n | project definitionId, numberOfPolicies, category, numberOfGroups, isRegulatoryInitiative, definitionType, isRPMode\r\n) on $left.policyAssignmentDefinitionId == $right.definitionId\r\n| join kind=leftouter(\r\n policyResources \r\n | where type =~ 'Microsoft.PolicyInsights/PolicyStates'\r\n | extend complianceState = tostring(properties.complianceState)\r\n | extend policyStateResourceId =id, resourceId = tostring(properties.resourceId), policyAssignmentId = tostring(properties.policyAssignmentId), policyDefinitionId = tostring(properties.policyDefinitionId), policySetDefinitionId = tostring(properties.policySetDefinitionId), policyDefinitionReferenceId = tostring(properties.policyDefinitionReferenceId), policyDefinitionAction = tostring(properties.policyDefinitionAction), policyDefinitionGroupNames = iff(isnotnull(properties.policyDefinitionGroupNames), properties.policyDefinitionGroupNames, dynamic([''])), stateWeight = toint(properties.stateWeight)\r\n | summarize max(stateWeight) by resourceId, policyAssignmentId, policySetDefinitionId\r\n | summarize resourceCounts = count() by policyAssignmentId, policySetDefinitionId, max_stateWeight\r\n| extend complianceState = case(\r\nmax_stateWeight == 300, 'noncompliant',\r\nmax_stateWeight == 200, 'compliant',\r\nmax_stateWeight == 100, 'conflict',\r\nmax_stateWeight == 50, 'exempt',\r\nmax_stateWeight == 10, 'unknown',\r\n'notapplicable')\r\n | extend pack = pack('complianceState', complianceState, 'resourceCounts', resourceCounts), numberOfNonCompliantResources = toint(iff(complianceState =~ 'NonCompliant', resourceCounts,0))\r\n | summarize numberOfNonCompliantResources = max(numberOfNonCompliantResources), details = makelist(pack) by policyAssignmentId, policySetDefinitionId\r\n | limit 5000\r\n) on $left.policyAssignmentId == $right.policyAssignmentId\r\n| sort by numberOfNonCompliantResources desc\r\n| project-away policyAssignmentId1", + "size": 0, + "title": "Resource compliance", + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resources/tenants", + "crossComponentResources": [ + "value::tenant" + ], + "visualization": "table", + "gridSettings": { + "formatters": [ + { + "columnMatch": "policyAssignmentId", + "formatter": 5 + }, + { + "columnMatch": "policyAssignmentName", + "formatter": 5 + }, + { + "columnMatch": "policyAssignmentDisplayName", + "formatter": 7, + "formatOptions": { + "linkTarget": "GenericDetails", + "linkIsContextBlade": true + } + }, + { + "columnMatch": "policyAssignmentScope", + "formatter": 5 + }, + { + "columnMatch": "policyAssignmentDefinitionId", + "formatter": 5 + }, + { + "columnMatch": "policyAssignmentNotScopes", + "formatter": 5 + }, + { + "columnMatch": "definitionId", + "formatter": 5 + }, + { + "columnMatch": "numberOfPolicies", + "formatter": 5 + }, + { + "columnMatch": "numberOfGroups", + "formatter": 5 + }, + { + "columnMatch": "isRegulatoryInitiative", + "formatter": 5 + }, + { + "columnMatch": "isRPMode", + "formatter": 5 + }, + { + "columnMatch": "policySetDefinitionId", + "formatter": 5 + }, + { + "columnMatch": "details", + "formatter": 7, + "formatOptions": { + "linkTarget": "CellDetails", + "linkLabel": "πŸ” View details", + "linkIsContextBlade": true + } + } + ], + "filter": true, + "sortBy": [ + { + "itemKey": "category", + "sortOrder": 2 + } + ], + "labelSettings": [ + { + "columnId": "policyAssignmentId", + "label": "Assignment ID" + }, + { + "columnId": "policyAssignmentName", + "label": "Assignment name" + }, + { + "columnId": "policyAssignmentDisplayName", + "label": "Assignment display name" + }, + { + "columnId": "policyAssignmentScope", + "label": "Assignment scope" + }, + { + "columnId": "policyAssignmentDefinitionId", + "label": "Assignment definition ID" + }, + { + "columnId": "definitionId", + "label": "Definition ID" + }, + { + "columnId": "numberOfPolicies", + "label": "Number of policies" + }, + { + "columnId": "category", + "label": "Category" + }, + { + "columnId": "definitionType", + "label": "Type" + }, + { + "columnId": "numberOfNonCompliantResources", + "label": "Non compliant resources" + }, + { + "columnId": "details", + "label": "Details" + } + ] + }, + "sortBy": [ + { + "itemKey": "category", + "sortOrder": 2 + } + ] + }, + "name": "query - ResourceCompliance" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "AzureActivity\r\n| where ActivityStatusValue has \"Failure\"\r\n| summarize AggregatedValue = count() by ResourceProviderValue\r\n| order by AggregatedValue desc", + "size": 3, + "showAnalytics": true, + "title": "Failures by resources", + "timeContext": { + "durationMs": 604800000 + }, + "queryType": 0, + "resourceType": "microsoft.resources/subscriptions", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "piechart", + "tileSettings": { + "showBorder": false, + "titleContent": { + "columnMatch": "ResourceProviderValue", + "formatter": 1 + }, + "leftContent": { + "columnMatch": "AggregatedValue", + "formatter": 12, + "formatOptions": { + "palette": "auto" + }, + "numberFormat": { + "unit": 17, + "options": { + "maximumSignificantDigits": 3, + "maximumFractionDigits": 2 + } + } + } + }, + "graphSettings": { + "type": 0, + "topContent": { + "columnMatch": "ResourceProviderValue", + "formatter": 1 + }, + "centerContent": { + "columnMatch": "AggregatedValue", + "formatter": 1, + "numberFormat": { + "unit": 17, + "options": { + "maximumSignificantDigits": 3, + "maximumFractionDigits": 2 + } + } + } + } + }, + "customWidth": "33", + "name": "query - Failures by resources" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "AzureActivity\r\n| where ActivityStatusValue has \"Failure\" or ActivityStatusValue has \"Failed\"\r\n| summarize AggregatedValue = count() by OperationNameValue\r\n| order by AggregatedValue desc", + "size": 3, + "showAnalytics": true, + "title": "Failures by operations", + "timeContext": { + "durationMs": 604800000 + }, + "queryType": 0, + "resourceType": "microsoft.resources/subscriptions", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "piechart", + "tileSettings": { + "showBorder": false, + "titleContent": { + "columnMatch": "ResourceProviderValue", + "formatter": 1 + }, + "leftContent": { + "columnMatch": "AggregatedValue", + "formatter": 12, + "formatOptions": { + "palette": "auto" + }, + "numberFormat": { + "unit": 17, + "options": { + "maximumSignificantDigits": 3, + "maximumFractionDigits": 2 + } + } + } + }, + "graphSettings": { + "type": 0, + "topContent": { + "columnMatch": "ResourceProviderValue", + "formatter": 1 + }, + "centerContent": { + "columnMatch": "AggregatedValue", + "formatter": 1, + "numberFormat": { + "unit": 17, + "options": { + "maximumSignificantDigits": 3, + "maximumFractionDigits": 2 + } + } + } + } + }, + "customWidth": "33", + "name": "query - Failures by operations" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "AzureActivity\r\n| where ActivityStatusValue has \"Failure\" or ActivityStatusValue has \"Failed\"\r\n| summarize AggregatedValue = count() by CategoryValue\r\n| order by AggregatedValue desc", + "size": 3, + "showAnalytics": true, + "title": "Failures by category", + "timeContext": { + "durationMs": 604800000 + }, + "queryType": 0, + "resourceType": "microsoft.resources/subscriptions", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "piechart", + "tileSettings": { + "showBorder": false, + "titleContent": { + "columnMatch": "ResourceProviderValue", + "formatter": 1 + }, + "leftContent": { + "columnMatch": "AggregatedValue", + "formatter": 12, + "formatOptions": { + "palette": "auto" + }, + "numberFormat": { + "unit": 17, + "options": { + "maximumSignificantDigits": 3, + "maximumFractionDigits": 2 + } + } + } + }, + "graphSettings": { + "type": 0, + "topContent": { + "columnMatch": "ResourceProviderValue", + "formatter": 1 + }, + "centerContent": { + "columnMatch": "AggregatedValue", + "formatter": 1, + "numberFormat": { + "unit": 17, + "options": { + "maximumSignificantDigits": 3, + "maximumFractionDigits": 2 + } + } + } + } + }, + "customWidth": "33", + "name": "query - Failures by category" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "AzureActivity\r\n| where ActivityStatusValue has \"Failure\" or ActivityStatusValue has \"Failed\"\r\n| order by CategoryValue\r\n", + "size": 0, + "title": "Failure by category details", + "timeContext": { + "durationMs": 604800000 + }, + "showExportToExcel": true, + "queryType": 0, + "resourceType": "microsoft.resources/subscriptions", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "Authorization", + "formatter": 5 + }, + { + "columnMatch": "Authorization_d", + "formatter": 5 + }, + { + "columnMatch": "Claims", + "formatter": 5 + }, + { + "columnMatch": "Claims_d", + "formatter": 5 + }, + { + "columnMatch": "Properties_d", + "formatter": 5 + }, + { + "columnMatch": "_ResourceId", + "formatter": 5 + } + ], + "filter": true + } + }, + "name": "query - Failure by category details" + } + ] + }, + "conditionalVisibility": { + "parameterName": "Subscription", + "comparison": "isNotEqualTo" + }, + "name": "group - ComplianceQueries" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "RC_Compliance" + }, + "name": "RC_Compliance" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "crossComponentResources": [ + "{Subscription}" + ], + "parameters": [ + { + "id": "4168a8b2-a522-4f0d-9575-893d70d9239d", + "version": "KqlParameterItem/1.0", + "name": "RulesCount", + "type": 1, + "description": "Count of the governance rule, when there is no rules, empty state will be shown", + "query": "securityresources\r\n| where type == \"microsoft.security/governancerules\"\r\n| where tostring(properties.isDisabled) == \"false\"\r\n| count", + "crossComponentResources": [ + "{Subscription}" + ], + "isHiddenWhenLocked": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + } + ], + "style": "above", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + }, + "name": "Tabs" + }, + { + "type": 1, + "content": { + "json": "## Security governance in Microsoft Defender for Cloud\r\n\r\n Microsoft Defender for Cloud continuously assesses your hybrid and multi-cloud workloads and provides you with recommendations to harden your assets and enhance your security posture.
Central security teams often experience challenges when driving the personnel within their organizations to implement recommendations. The organizations' security posture can suffer as a result.
\r\nWe're introducing a brand-new, built-in governance experience to set ownership and expected remediation timeframes to resolve recommendations.\r\n\r\nTo use this governance report, you need to create security governance rules.\r\n
[Learn more >](https://aka.ms/GovernanceDocumentation)\r\n" + }, + "conditionalVisibility": { + "parameterName": "RulesCount", + "comparison": "isEqualTo" + }, + "name": "text - 13" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 1, + "content": { + "json": "Select one or more governance rules from the list to see a list of affected recommendations", + "style": "info" + }, + "name": "RulesGridExplination" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "securityresources \r\n| where type == \"microsoft.security/assessments\"\r\n| where isnull(properties.resourceDetails.AwsResourceId) and isnull(properties.resourceDetails.GcpResourceId)\r\n| extend DisplayName = tostring(properties.displayName)\r\n| where isempty(DisplayName) == false\r\n| join kind=leftouter (securityresources \r\n| where type == \"microsoft.security/assessments/governanceassignments\"\r\n| extend assignedResourceId = tostring(todynamic(properties).assignedResourceId)\r\n| extend remediationDueDate = todatetime(properties.remediationDueDate)\r\n| project id = assignedResourceId, governanceassignmentsProperties = todynamic(properties), remediationDueDate) on id\r\n| extend hasAssignment = isempty( governanceassignmentsProperties) == false and isnull( governanceassignmentsProperties) == false\r\n| extend assignmentStatus = iif(tostring(properties.status.code) == \"Unhealthy\",iif(hasAssignment == true, iif(bin(remediationDueDate, 1d) < bin(now(), 1d), \"Overdue\", \"Ontime\"), \"Unassigned\") , \"Completed\")\r\n| summarize count() by assignmentStatus\r\n", + "size": 3, + "title": "Resource status", + "noDataMessage": "No unhealthy resources found", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "piechart", + "tileSettings": { + "titleContent": { + "columnMatch": "OsType", + "formatter": 1 + }, + "leftContent": { + "columnMatch": "count_", + "formatter": 12, + "formatOptions": { + "palette": "auto" + }, + "numberFormat": { + "unit": 17, + "options": { + "style": "decimal", + "useGrouping": false, + "maximumFractionDigits": 2, + "maximumSignificantDigits": 3 + } + } + }, + "showBorder": true + }, + "graphSettings": { + "type": 0, + "topContent": { + "columnMatch": "OsType", + "formatter": 1 + }, + "centerContent": { + "columnMatch": "count_", + "formatter": 1, + "numberFormat": { + "unit": 17, + "options": { + "maximumSignificantDigits": 3, + "maximumFractionDigits": 2 + } + } + } + }, + "chartSettings": { + "seriesLabelSettings": [ + { + "seriesName": "Ontime", + "color": "blue" + }, + { + "seriesName": "Completed", + "color": "green" + }, + { + "seriesName": "Unassigned", + "color": "orange" + }, + { + "seriesName": "Overdue", + "color": "redBright" + } + ] + } + }, + "customWidth": "20", + "name": "statusePerAssessment" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "securityresources\r\n| where type == \"microsoft.security/governancerules\"\r\n| where tostring(properties.isDisabled) == \"false\"\r\n| extend ruleName = todynamic(name)\r\n| extend ownerType = iif(tostring(properties.ownerSource.type) == \"Manually\", \"Email\", \"ByTag\")\r\n| extend description = tostring(properties.description)\r\n| extend displayName = tostring(properties.displayName)\r\n| extend governanceEmailNotification = todynamic(properties.governanceEmailNotification)\r\n| extend isGracePeriod = todynamic(properties.isGracePeriod)\r\n| extend remediationTimeframe = todynamic(properties.remediationTimeframe)\r\n| extend Days = tolong(totimespan(remediationTimeframe)/1d)\r\n| extend Days = iff(Days > 0, iff(Days == 1, \"1 day\", strcat(Days,\" days\")), \"\")\r\n| extend sourceResourceType = todynamic(properties.sourceResourceType)\r\n| extend conditionSets = todynamic(properties.conditionSets)\r\n| extend rulePriority = todynamic(properties.rulePriority)\r\n| extend ownerSource = todynamic(properties.ownerSource)\r\n| extend isDisabled = todynamic(properties.isDisabled)\r\n| extend ruleType = todynamic(properties.ruleType)\r\n| extend RuleConditionSet = tostring(properties.conditionSets), property = properties.conditionSets[0].conditions[0].property, operator = properties.conditionSets[0].conditions[0].operator\r\n| project Subscription = tostring(subscriptionId), [\"Display name\"] = tostring(properties.displayName), Priority = toint(properties.rulePriority), [\"Remediation timeframe\"] = Days, [\"Owner type\"] = ownerType, Owner = tostring(properties.ownerSource.value), [\"Grace period enabled\"] = tostring(properties.isGracePeriod), Rule = id, properties, RuleConditionSet\r\n| sort by Subscription, Priority asc", + "size": 0, + "title": "Governance rules", + "noDataMessage": "No Rules found", + "exportMultipleValues": true, + "exportedParameters": [ + { + "fieldName": "Rule", + "parameterName": "Rule", + "parameterType": 1, + "quote": "" + }, + { + "fieldName": "RuleConditionSet", + "parameterName": "RuleConditionSet", + "parameterType": 1, + "quote": "" + }, + { + "fieldName": "Owner", + "parameterName": "Owner", + "parameterType": 1, + "quote": "" + } + ], + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "Subscription", + "formatter": 15, + "formatOptions": { + "linkTarget": "Resource", + "showIcon": true + } + }, + { + "columnMatch": "Display name", + "formatter": 1, + "formatOptions": { + "bladeOpenContext": { + "bladeName": "CreateGovernanceRuleContextBlade", + "extensionName": "Microsoft_Azure_Security", + "bladeParameters": [ + { + "name": "", + "source": "column", + "value": "properties" + }, + { + "name": "subscriptionId", + "source": "column", + "value": "subscriptionId" + }, + { + "name": "governanceRuleToEdit", + "source": "column", + "value": "properties" + } + ] + } + } + }, + { + "columnMatch": "Priority", + "formatter": 1 + }, + { + "columnMatch": "Remediation timeframe", + "formatter": 0, + "tooltipFormat": { + "tooltip": "DD.HH.MM.SS" + } + }, + { + "columnMatch": "Grace period enabled", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "true", + "representation": "success", + "text": "" + }, + { + "operator": "==", + "thresholdValue": "false", + "representation": "4", + "text": "" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "success", + "text": "{0}{1}" + } + ] + } + }, + { + "columnMatch": "Rule", + "formatter": 5 + }, + { + "columnMatch": "subscriptionId", + "formatter": 5 + }, + { + "columnMatch": "name", + "formatter": 1 + }, + { + "columnMatch": "DisplayName", + "formatter": 1 + }, + { + "columnMatch": "ownerDetails", + "formatter": 1 + }, + { + "columnMatch": "isGracePeriod", + "formatter": 1 + }, + { + "columnMatch": "remediationTimeframe", + "formatter": 1 + } + ], + "rowLimit": 1000, + "filter": true, + "sortBy": [ + { + "itemKey": "$gen_link_Subscription_0", + "sortOrder": 2 + } + ], + "labelSettings": [ + { + "columnId": "Owner", + "label": "Owner details" + } + ] + }, + "sortBy": [ + { + "itemKey": "$gen_link_Subscription_0", + "sortOrder": 2 + } + ] + }, + "customWidth": "80", + "conditionalVisibility": { + "parameterName": "Subscription", + "comparison": "isNotEqualTo" + }, + "name": "Rules", + "styleSettings": { + "maxWidth": "100" + } + } + ], + "exportParameters": true + }, + "customWidth": "100", + "conditionalVisibility": { + "parameterName": "RulesCount", + "comparison": "isNotEqualTo" + }, + "name": "subscriptionOverView" + }, + { + "type": 1, + "content": { + "json": "---" + }, + "conditionalVisibility": { + "parameterName": "selectedTab", + "comparison": "isEqualTo", + "value": "resourceView" + }, + "name": "LineSeparator1" + }, + { + "type": 1, + "content": { + "json": "πŸ’‘ Selected filter for **RuleConditionSet:** {RuleConditionSet}\r\nπŸ’‘ Selected filter for **Rule:** {Rule}\r\nπŸ’‘ Selected filter for **Owner:** {Owner}\r\n", + "style": "{selectedTab}" + }, + "conditionalVisibility": { + "parameterName": "parameter1", + "comparison": "isEqualTo", + "value": "1" + }, + "name": "ResourceFilter" + }, + { + "type": 1, + "content": { + "json": " \r\n---" + }, + "conditionalVisibility": { + "parameterName": "selectedTab", + "comparison": "isEqualTo", + "value": "resourceView" + }, + "name": "LineSeparator2" + }, + { + "type": 1, + "content": { + "json": "Select a recommendation from the list to see a list of affected resources", + "style": "info" + }, + "conditionalVisibilities": [ + { + "parameterName": "Rule", + "comparison": "isNotEqualTo" + }, + { + "parameterName": "DisplayName", + "comparison": "isEqualTo" + } + ], + "name": "assessmentsExplaination" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "securityresources \r\n| where type == \"microsoft.security/assessments\"\r\n| where isnull(properties.resourceDetails.AwsResourceId) and isnull(properties.resourceDetails.GcpResourceId)\r\n| extend DisplayName = tostring(properties.displayName)\r\n| where isempty(DisplayName) == false\r\n| extend RuleConditionSet = '{RuleConditionSet}'\r\n| where RuleConditionSet contains name or RuleConditionSet contains properties.metadata.severity\r\n| join kind=leftouter (securityresources \r\n| where type == \"microsoft.security/assessments/governanceassignments\"\r\n| extend assignedResourceId = tostring(todynamic(properties).assignedResourceId)\r\n| extend remediationDueDate = todatetime(properties.remediationDueDate)\r\n| project id = assignedResourceId, governanceassignmentsProperties = todynamic(properties), remediationDueDate) on id\r\n| extend hasAssignment = isempty( governanceassignmentsProperties) == false and isnull( governanceassignmentsProperties) == false\r\n| extend assignmentStatus = iif(tostring(properties.status.code) == \"Unhealthy\",iif(hasAssignment == true, iif(bin(remediationDueDate, 1d) < bin(now(), 1d), \"Overdue\", \"Ontime\"), \"Unassigned\") , \"Completed\")\r\n| summarize count() by assignmentStatus", + "size": 3, + "title": "Status per rule", + "noDataMessage": "No unhealthy resources found", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "piechart", + "gridSettings": { + "rowLimit": 10000 + }, + "tileSettings": { + "titleContent": { + "columnMatch": "OsType", + "formatter": 1 + }, + "leftContent": { + "columnMatch": "count_", + "formatter": 12, + "formatOptions": { + "palette": "auto" + }, + "numberFormat": { + "unit": 17, + "options": { + "style": "decimal", + "useGrouping": false, + "maximumFractionDigits": 2, + "maximumSignificantDigits": 3 + } + } + }, + "showBorder": true + }, + "graphSettings": { + "type": 0, + "topContent": { + "columnMatch": "OsType", + "formatter": 1 + }, + "centerContent": { + "columnMatch": "count_", + "formatter": 1, + "numberFormat": { + "unit": 17, + "options": { + "maximumSignificantDigits": 3, + "maximumFractionDigits": 2 + } + } + } + }, + "chartSettings": { + "seriesLabelSettings": [ + { + "seriesName": "Ontime", + "color": "blue" + }, + { + "seriesName": "Completed", + "color": "green" + }, + { + "seriesName": "Unassigned", + "color": "orange" + }, + { + "seriesName": "Overdue", + "color": "redBright" + } + ] + } + }, + "customWidth": "20", + "conditionalVisibility": { + "parameterName": "Rule", + "comparison": "isNotEqualTo" + }, + "name": "statusPerRule" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "securityresources \r\n| where type == \"microsoft.security/assessments\"\r\n| where isnull(properties.resourceDetails.AwsResourceId) and isnull(properties.resourceDetails.GcpResourceId)\r\n| extend DisplayName = tostring(properties.displayName)\r\n| where isempty(DisplayName) == false\r\n| extend RuleConditionSet = '{RuleConditionSet}'\r\n| where RuleConditionSet contains name or RuleConditionSet contains properties.metadata.severity\r\n| join kind=leftouter (securityresources \r\n| where type == \"microsoft.security/assessments/governanceassignments\"\r\n| extend assignedResourceId = tostring(todynamic(properties).assignedResourceId)\r\n| extend remediationDueDate = todatetime(properties.remediationDueDate)\r\n| project id = assignedResourceId, governanceassignmentsProperties = todynamic(properties), remediationDueDate) on id\r\n| extend hasAssignment = isempty( governanceassignmentsProperties) == false and isnull( governanceassignmentsProperties) == false\r\n| where hasAssignment == true\r\n| extend owner = tostring(governanceassignmentsProperties.owner)\r\n| extend owner = iif(isnull(owner) == false and isempty(owner) == false, owner, \"Unspecified\")\r\n| extend assignmentStatus = iif(bin(remediationDueDate, 1d) < bin(now(), 1d), \"Overdue\", \"Ontime\")\r\n| summarize Ontime = countif(assignmentStatus == \"Ontime\"), Overdue = countif(assignmentStatus == \"Overdue\") by selectedOwner = owner\r\n| sort by Overdue desc", + "size": 0, + "title": "Status per owner", + "exportMultipleValues": true, + "exportedParameters": [ + { + "fieldName": "selectedOwner", + "parameterName": "selectedOwner", + "quote": "" + } + ], + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "Ontime", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "!=", + "thresholdValue": "0", + "representation": "info", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "success", + "text": "{0}{1}" + } + ] + } + }, + { + "columnMatch": "Overdue", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "!=", + "thresholdValue": "0", + "representation": "3", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "success", + "text": "{0}{1}" + } + ] + } + } + ], + "labelSettings": [ + { + "columnId": "selectedOwner", + "label": "Owner" + } + ] + } + }, + "customWidth": "30", + "conditionalVisibilities": [ + { + "parameterName": "Owner", + "comparison": "isNotEqualTo" + }, + { + "parameterName": "RuleConditionSet", + "comparison": "isNotEqualTo" + } + ], + "name": "Owner status" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "securityresources \r\n| where type == \"microsoft.security/assessments\"\r\n| where isnull(properties.resourceDetails.AwsResourceId) and isnull(properties.resourceDetails.GcpResourceId)\r\n| extend DisplayName = tostring(properties.displayName)\r\n| where isempty(DisplayName) == false and isnull(DisplayName) == false\r\n| extend RuleConditionSet = '{RuleConditionSet}'\r\n| where RuleConditionSet contains name or RuleConditionSet contains properties.metadata.severity\r\n| join kind=leftouter (securityresources \r\n| where type == \"microsoft.security/assessments/governanceassignments\"\r\n| extend assignedResourceId = tostring(todynamic(properties).assignedResourceId)\r\n| extend remediationDueDate = todatetime(properties.remediationDueDate)\r\n| project id = assignedResourceId, governanceassignmentsProperties = todynamic(properties), remediationDueDate) on id\r\n| extend hasAssignment = isempty( governanceassignmentsProperties) == false and isnull( governanceassignmentsProperties) == false\r\n| extend assignmentStatus = iif(tostring(properties.status.code) == \"Unhealthy\",iif(hasAssignment == true, iif(bin(remediationDueDate, 1d) < bin(now(), 1d), \"Overdue\", \"Ontime\"), \"Unassigned\") , \"Completed\")\r\n| extend Status = assignmentStatus\r\n| summarize Completed = countif(Status == \"Completed\"), Ontime = countif(Status == \"Ontime\"), Overdue = countif(Status == \"Overdue\"),Unassigned = countif(Status == \"Unassigned\") by DisplayName = tostring(properties.displayName)\r\n| sort by Overdue desc", + "size": 0, + "title": "Recommendations", + "noDataMessage": "No Assessments found", + "exportedParameters": [ + { + "fieldName": "id", + "parameterName": "id", + "parameterType": 1 + }, + { + "fieldName": "DisplayName", + "parameterName": "DisplayName", + "parameterType": 1 + } + ], + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "DisplayName", + "formatter": 0, + "formatOptions": { + "customColumnWidthSetting": "75ch" + } + }, + { + "columnMatch": "Completed", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "!=", + "thresholdValue": "0", + "representation": "success", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "Blank", + "text": "{0}{1}" + } + ], + "customColumnWidthSetting": "15ch" + } + }, + { + "columnMatch": "Ontime", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "!=", + "thresholdValue": "0", + "representation": "1", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "Blank", + "text": "{0}{1}" + }, + { + "representation": "Unknown", + "text": "{0}{1}" + } + ], + "customColumnWidthSetting": "15ch" + } + }, + { + "columnMatch": "Overdue", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "!=", + "thresholdValue": "0", + "representation": "3", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "Blank", + "text": "{0}{1}" + } + ], + "customColumnWidthSetting": "15ch" + } + }, + { + "columnMatch": "Unassigned", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "!=", + "thresholdValue": "0", + "representation": "2", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "Blank", + "text": "0" + } + ], + "customColumnWidthSetting": "15ch" + } + }, + { + "columnMatch": "Status", + "formatter": 1 + }, + { + "columnMatch": "id", + "formatter": 1, + "formatOptions": { + "customColumnWidthSetting": "90ch" + } + }, + { + "columnMatch": "owner", + "formatter": 0, + "formatOptions": { + "customColumnWidthSetting": "40ch" + } + }, + { + "columnMatch": "DueDate", + "formatter": 6 + }, + { + "columnMatch": "Severity", + "formatter": 5 + }, + { + "columnMatch": "Resource", + "formatter": 13, + "formatOptions": { + "linkTarget": "OpenBlade", + "linkIsContextBlade": false, + "showIcon": true, + "bladeOpenContext": { + "bladeName": "GenericResourceHealthDetailsBlade", + "extensionName": "Microsoft_Azure_Security", + "bladeParameters": [ + { + "name": "resourceId", + "source": "cell", + "value": "%2Fsubscriptions%2F3b5bc982-20bc-4b59-b1ca-f8488bb86736%2FresourceGroups%2Fdemo%2Fproviders%2FMicrosoft.HybridCompute%2Fmachines%2FW2019" + } + ] + }, + "customColumnWidthSetting": "20ch" + } + }, + { + "columnMatch": "ResourceGroup", + "formatter": 14, + "formatOptions": { + "linkTarget": null, + "showIcon": true, + "customColumnWidthSetting": "25ch" + } + }, + { + "columnMatch": "Source", + "formatter": 0, + "formatOptions": { + "customColumnWidthSetting": "15ch" + } + }, + { + "columnMatch": "OperatingSystem", + "formatter": 0, + "formatOptions": { + "customColumnWidthSetting": "25ch" + } + }, + { + "columnMatch": "Category", + "formatter": 0, + "formatOptions": { + "customColumnWidthSetting": "20ch" + } + }, + { + "columnMatch": "Remediation", + "formatter": 5 + }, + { + "columnMatch": "RemediationSteps", + "formatter": 11, + "formatOptions": { + "linkColumn": "Remediation", + "linkTarget": "Url" + }, + "tooltipFormat": { + "tooltip": "Click to view remediation steps" + } + }, + { + "columnMatch": "Code", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "Healthy", + "representation": "success", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "Unhealthy", + "representation": "3", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "success", + "text": "{0}{1}" + } + ] + } + }, + { + "columnMatch": "resourceGroup", + "formatter": 14, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + } + ], + "rowLimit": 10000, + "filter": true, + "sortBy": [ + { + "itemKey": "$gen_thresholds_Ontime_2", + "sortOrder": 2 + } + ], + "labelSettings": [ + { + "columnId": "DisplayName", + "label": "Display name" + } + ] + }, + "sortBy": [ + { + "itemKey": "$gen_thresholds_Ontime_2", + "sortOrder": 2 + } + ] + }, + "customWidth": "50", + "conditionalVisibility": { + "parameterName": "Rule", + "comparison": "isNotEqualTo" + }, + "name": "Assessmetns" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 1, + "content": { + "json": "" + }, + "customWidth": "50", + "conditionalVisibility": { + "parameterName": "RuleConditionSet", + "comparison": "isNotEqualTo" + }, + "name": "empty text" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "securityresources \r\n| where type == \"microsoft.security/assessments\"\r\n| where isnull(properties.resourceDetails.AwsResourceId) and isnull(properties.resourceDetails.GcpResourceId)\r\n| extend displayNameFilter = tostring(\"{DisplayName}\")\r\n| extend selectedOwner = '{selectedOwner}'\r\n| where displayNameFilter == tostring(properties.displayName)\r\n| join kind=leftouter (securityresources \r\n| where type == \"microsoft.security/assessments/governanceassignments\"\r\n| extend assignedResourceId = tostring(todynamic(properties).assignedResourceId)\r\n| extend remediationDueDate = todatetime(properties.remediationDueDate)\r\n| project id = assignedResourceId, owner = properties.owner,governanceassignmentsProperties = todynamic(properties), remediationDueDate, isGrace = properties.isGracePeriod) on id\r\n| extend hasAssignment = isempty( governanceassignmentsProperties) == false and isnull( governanceassignmentsProperties) == false\r\n| extend assignmentStatus = iif(tostring(properties.status.code) == \"Unhealthy\",iif(hasAssignment == true, iif(bin(remediationDueDate, 1d) < bin(now(), 1d), \"Overdue\", \"Ontime\"), \"Unassigned\") , \"Completed\")\r\n| extend source = trim(' ', tolower(tostring(properties.resourceDetails.Source)))\r\n | extend resourceId = iff(source =~ \"azure\", properties.resourceDetails.Id, iff(source =~ \"aws\" and isnotempty(tostring(properties.resourceDetails.ConnectorId)), properties.resourceDetails.Id, iff(source =~ \"gcp\" and isnotempty(tostring(properties.resourceDetails.ConnectorId)), properties.resourceDetails.Id, iff(source =~ 'aws', properties.resourceDetails.AzureResourceId, iff(source =~ 'gcp', properties.resourceDetails.AzureResourceId, properties.resourceDetails.Id)))))\r\n| extend owner = tostring(governanceassignmentsProperties.owner)\r\n| extend owner = iif(isnull(owner) == false and isempty(owner) == false and hasAssignment == true , owner, iif(hasAssignment == false, owner, \"Unspecified\"))\r\n| where '{selectedOwner}' == '' or (selectedOwner contains owner and hasAssignment == true)\r\n| project [\"Resource\"] = resourceId, Subscription = subscriptionId ,Status = assignmentStatus, Owner = owner, [\"Due date\"] = remediationDueDate, [\"Grace period enabled\"] = isGrace\r\n| sort by Status desc", + "size": 0, + "title": "List of resources for: {DisplayName}", + "noDataMessage": "No Assessments found", + "exportFieldName": "id", + "exportParameterName": "id", + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "Resource id", + "formatter": 13, + "formatOptions": { + "linkTarget": null, + "showIcon": true, + "customColumnWidthSetting": "90ch" + } + }, + { + "columnMatch": "Subscription", + "formatter": 15, + "formatOptions": { + "linkTarget": "Resource", + "showIcon": true + } + }, + { + "columnMatch": "Status", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "Completed", + "representation": "success", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "Unassigned", + "representation": "2", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "Overdue", + "representation": "3", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "Ontime", + "representation": "1", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": null, + "text": "{0}{1}" + } + ] + }, + "numberFormat": { + "unit": 0, + "options": { + "style": "decimal" + } + } + }, + { + "columnMatch": "Grace period enabled", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "true", + "representation": "success", + "text": "" + }, + { + "operator": "==", + "thresholdValue": "false", + "representation": "4", + "text": "" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "Blank", + "text": "{0}{1}" + } + ] + } + }, + { + "columnMatch": "owner", + "formatter": 0, + "formatOptions": { + "customColumnWidthSetting": "40ch" + } + }, + { + "columnMatch": "DueDate", + "formatter": 6 + }, + { + "columnMatch": "id", + "formatter": 0, + "formatOptions": { + "customColumnWidthSetting": "90ch" + } + }, + { + "columnMatch": "DisplayName", + "formatter": 0, + "formatOptions": { + "customColumnWidthSetting": "100ch" + } + }, + { + "columnMatch": "Completed", + "formatter": 4, + "formatOptions": { + "palette": "green", + "customColumnWidthSetting": "15ch" + } + }, + { + "columnMatch": "Ontime", + "formatter": 4, + "formatOptions": { + "palette": "blue", + "customColumnWidthSetting": "15ch" + } + }, + { + "columnMatch": "Overdue", + "formatter": 4, + "formatOptions": { + "palette": "redBright", + "customColumnWidthSetting": "15ch" + } + }, + { + "columnMatch": "Unassigned", + "formatter": 4, + "formatOptions": { + "palette": "orange", + "customColumnWidthSetting": "15ch" + } + }, + { + "columnMatch": "Severity", + "formatter": 5 + }, + { + "columnMatch": "Resource", + "formatter": 13, + "formatOptions": { + "linkTarget": "OpenBlade", + "linkIsContextBlade": false, + "showIcon": true, + "bladeOpenContext": { + "bladeName": "GenericResourceHealthDetailsBlade", + "extensionName": "Microsoft_Azure_Security", + "bladeParameters": [ + { + "name": "resourceId", + "source": "cell", + "value": "%2Fsubscriptions%2F3b5bc982-20bc-4b59-b1ca-f8488bb86736%2FresourceGroups%2Fdemo%2Fproviders%2FMicrosoft.HybridCompute%2Fmachines%2FW2019" + } + ] + }, + "customColumnWidthSetting": "20ch" + } + }, + { + "columnMatch": "ResourceGroup", + "formatter": 14, + "formatOptions": { + "linkTarget": null, + "showIcon": true, + "customColumnWidthSetting": "25ch" + } + }, + { + "columnMatch": "Source", + "formatter": 0, + "formatOptions": { + "customColumnWidthSetting": "15ch" + } + }, + { + "columnMatch": "OperatingSystem", + "formatter": 0, + "formatOptions": { + "customColumnWidthSetting": "25ch" + } + }, + { + "columnMatch": "Category", + "formatter": 0, + "formatOptions": { + "customColumnWidthSetting": "20ch" + } + }, + { + "columnMatch": "Remediation", + "formatter": 5 + }, + { + "columnMatch": "RemediationSteps", + "formatter": 11, + "formatOptions": { + "linkColumn": "Remediation", + "linkTarget": "Url" + }, + "tooltipFormat": { + "tooltip": "Click to view remediation steps" + } + }, + { + "columnMatch": "Code", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "Healthy", + "representation": "success", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "Unhealthy", + "representation": "3", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "success", + "text": "{0}{1}" + } + ] + } + }, + { + "columnMatch": "resourceGroup", + "formatter": 14, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + } + ], + "rowLimit": 10000, + "filter": true + }, + "sortBy": [] + }, + "conditionalVisibility": { + "parameterName": "DisplayName", + "comparison": "isNotEqualTo" + }, + "name": "Assignments" + } + ] + }, + "name": "assessmentsWithExplaination" + }, + { + "type": 1, + "content": { + "json": "πŸ’‘ Selected filter for **DisplayName:** {DisplayName}\r\nπŸ’‘ Selected filter for **selectedOwner:** {selectedOwner}\r\n", + "style": "{selectedTab}" + }, + "conditionalVisibility": { + "parameterName": "parameter1", + "comparison": "isEqualTo", + "value": "1" + }, + "name": "ResourceFilter - Copy" + } + ] + }, + "name": "assessmentsGrid" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "RC_Governance" + }, + "name": "RC_Governance" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "crossComponentResources": [ + "{Subscription}" + ], + "parameters": [ + { + "id": "cc98cfec-0182-4887-854e-536e9f3857da", + "version": "KqlParameterItem/1.0", + "name": "Subscription", + "type": 6, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "includeAll": false, + "showDefault": false + }, + "timeContext": { + "durationMs": 86400000 + }, + "value": null + }, + { + "id": "1c3411d9-e319-4d74-8e97-61e2f4c56a56", + "version": "KqlParameterItem/1.0", + "name": "Location", + "type": 2, + "isRequired": true, + "query": "resources\r\n| summarize by location\r\n| where location != \"global\"", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "timeContext": { + "durationMs": 86400000 + }, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "value": "westeurope" + } + ], + "style": "above", + "queryType": 1, + "resourceType": "microsoft.operationalinsights/workspaces" + }, + "name": "parameters - 0" + }, + { + "type": 1, + "content": { + "json": "## Azure subscription and service limits, quotas, and constraints
\r\nTo know more about Azure service limits & quotas, see [Azure subscription and service limits, quotas, and constraints](https://learn.microsoft.com/azure/azure-resource-manager/management/azure-subscription-service-limits?toc=%2Fazure%2Fnetworking%2Ftoc.json#networking-limits)." + }, + "name": "text - Limits" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "template", + "loadFromTemplateId": "community-Workbooks/Common/noSubscriptions", + "items": [] + }, + "conditionalVisibility": { + "parameterName": "Subscription", + "comparison": "isEqualTo", + "value": "" + }, + "name": "No Subscriptions group - RC_Quota" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"ARMEndpoint/1.0\",\"data\":null,\"headers\":[],\"method\":\"GET\",\"path\":\"/subscriptions/{Subscription:id}/providers/microsoft.compute/locations/{Location}/usages?api-version=2022-03-01\",\"urlParams\":[],\"batchDisabled\":false,\"transformers\":[{\"type\":\"jsonpath\",\"settings\":{\"tablePath\":\"$.value\",\"columns\":[{\"path\":\"currentValue\",\"columnid\":\"Used\",\"columnType\":\"long\"},{\"path\":\"limit\",\"columnid\":\"Limit\",\"columnType\":\"long\"},{\"path\":\"name.localizedValue\",\"columnid\":\"Resource\"}]}}]}", + "size": 0, + "title": "Compute resource limits", + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 12, + "gridSettings": { + "filter": true, + "sortBy": [ + { + "itemKey": "Limit", + "sortOrder": 1 + } + ] + }, + "sortBy": [ + { + "itemKey": "Limit", + "sortOrder": 1 + } + ] + }, + "customWidth": "50", + "conditionalVisibilities": [ + { + "parameterName": "Subscription", + "comparison": "isNotEqualTo", + "value": "" + }, + { + "parameterName": "Location", + "comparison": "isNotEqualTo" + } + ], + "name": "query - ComputeLimits" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"ARMEndpoint/1.0\",\"data\":null,\"headers\":[],\"method\":\"GET\",\"path\":\"/subscriptions/{Subscription:id}/providers/microsoft.network/locations/{Location}/usages?api-version=2022-01-01\",\"urlParams\":[],\"batchDisabled\":false,\"transformers\":[{\"type\":\"jsonpath\",\"settings\":{\"tablePath\":\"$.value\",\"columns\":[{\"path\":\"currentValue\",\"columnid\":\"Used\",\"columnType\":\"long\"},{\"path\":\"limit\",\"columnid\":\"Limit\",\"columnType\":\"long\"},{\"path\":\"name.localizedValue\",\"columnid\":\"Resource\"}]}}]}", + "size": 0, + "title": "Network resource limits", + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 12, + "gridSettings": { + "filter": true, + "sortBy": [ + { + "itemKey": "Limit", + "sortOrder": 1 + } + ] + }, + "sortBy": [ + { + "itemKey": "Limit", + "sortOrder": 1 + } + ] + }, + "customWidth": "50", + "conditionalVisibility": { + "parameterName": "Subscription", + "comparison": "isNotEqualTo" + }, + "name": "query - NetworkLimits" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"ARMEndpoint/1.0\",\"data\":null,\"headers\":[],\"method\":\"GET\",\"path\":\"/subscriptions/{Subscription:id}/providers/microsoft.storage/locations/{Location}/usages?api-version=2021-09-01\",\"urlParams\":[],\"batchDisabled\":false,\"transformers\":[{\"type\":\"jsonpath\",\"settings\":{\"tablePath\":\"$.value\",\"columns\":[{\"path\":\"currentValue\",\"columnid\":\"Used\",\"columnType\":\"long\"},{\"path\":\"limit\",\"columnid\":\"Limit\",\"columnType\":\"long\"},{\"path\":\"name.localizedValue\",\"columnid\":\"Resource\"}]}}]}", + "size": 4, + "title": "Storage account limits", + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 12, + "gridSettings": { + "filter": true, + "sortBy": [ + { + "itemKey": "Limit", + "sortOrder": 1 + } + ] + }, + "sortBy": [ + { + "itemKey": "Limit", + "sortOrder": 1 + } + ] + }, + "customWidth": "100", + "conditionalVisibility": { + "parameterName": "Subscription", + "comparison": "isNotEqualTo" + }, + "name": "query - StorageLimits" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "RC_Quota" + }, + "name": "Usage + limits" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "title": "Automation", + "expandable": true, + "expanded": true, + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources\r\n| where type has 'microsoft.automation'\r\n\tor type has 'microsoft.logic'\r\n\tor type has 'microsoft.web/customapis'\r\n| extend type = case(\r\n\ttype =~ 'microsoft.automation/automationaccounts', 'Automation Accounts',\r\n\ttype == 'microsoft.web/serverfarms', \"App Service Plans\",\r\n\tkind == 'functionapp', \"Azure Functions\", \r\n\tkind == \"api\", \"API Apps\", \r\n\ttype == 'microsoft.web/sites', \"App Services\",\r\n\ttype =~ 'microsoft.web/connections', 'LogicApp Connectors',\r\n\ttype =~ 'microsoft.web/customapis','LogicApp API Connectors',\r\n\ttype =~ 'microsoft.logic/workflows','LogicApps',\r\n\ttype =~ 'microsoft.automation/automationaccounts/runbooks', 'Automation Runbooks',\r\n type =~ 'microsoft.automation/automationaccounts/configurations', 'Automation Configurations',\r\nstrcat(\"Not Translated: \", type))\r\n| summarize count() by type\r\n| where type !has \"Not Translated\"", + "size": 3, + "title": "Count of all resource types", + "showRefreshButton": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "tiles", + "tileSettings": { + "showBorder": false, + "titleContent": { + "columnMatch": "type", + "formatter": 1 + }, + "leftContent": { + "columnMatch": "count_", + "formatter": 12, + "formatOptions": { + "palette": "auto" + }, + "numberFormat": { + "unit": 17, + "options": { + "maximumSignificantDigits": 3, + "maximumFractionDigits": 2 + } + } + } + } + }, + "name": "Count of all resource types" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources\r\n| where type has 'microsoft.automation'\r\n\t or type has 'microsoft.logic'\r\n\t or type has 'microsoft.web/customapis'\r\n| extend type = case(\r\n\ttype =~ 'microsoft.automation/automationaccounts', 'Automation Accounts',\r\n\ttype =~ 'microsoft.web/connections', 'LogicApp Connectors',\r\n\ttype =~ 'microsoft.web/customapis','LogicApp API Connectors',\r\n\ttype =~ 'microsoft.logic/workflows','LogicApps',\r\n\ttype =~ 'microsoft.automation/automationaccounts/runbooks', 'Automation Runbooks',\r\n\ttype =~ 'microsoft.automation/automationaccounts/configurations', 'Automation Configurations',\r\n\tstrcat(\"Not Translated: \", type))\r\n| extend RunbookType = tostring(properties.runbookType)\r\n| extend LogicAppTrigger = properties.definition.triggers\r\n| extend LogicAppTrigger = iif(type =~ 'LogicApps', case(\r\n\tLogicAppTrigger has 'manual', tostring(LogicAppTrigger.manual.type),\r\n\tLogicAppTrigger has 'Recurrence', tostring(LogicAppTrigger.Recurrence.type),\r\n\tstrcat(\"Unknown Trigger type\", LogicAppTrigger)), LogicAppTrigger)\r\n| extend State = case(\r\n\ttype =~ 'Automation Runbooks', properties.state, \r\n\ttype =~ 'LogicApps', properties.state,\r\n\ttype =~ 'Automation Accounts', properties.state,\r\n\ttype =~ 'Automation Configurations', properties.state,\r\n\t' ')\r\n| extend CreatedDate = case(\r\n\ttype =~ 'Automation Runbooks', properties.creationTime, \r\n\ttype =~ 'LogicApps', properties.createdTime,\r\n\ttype =~ 'Automation Accounts', properties.creationTime,\r\n\ttype =~ 'Automation Configurations', properties.creationTime,\r\n\t' ')\r\n| extend LastModified = case(\r\n\ttype =~ 'Automation Runbooks', properties.lastModifiedTime, \r\n\ttype =~ 'LogicApps', properties.changedTime,\r\n\ttype =~ 'Automation Accounts', properties.lastModifiedTime,\r\n\ttype =~ 'Automation Configurations', properties.lastModifiedTime,\r\n\t' ')\r\n| extend Details = pack_all()\r\n| project Resource=id, subscriptionId, type, resourceGroup, RunbookType, LogicAppTrigger, State, Details", + "size": 0, + "title": "Details", + "noDataMessage": "No resources found", + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "$gen_group", + "formatter": 13, + "formatOptions": { + "linkTarget": "Resource", + "showIcon": true + } + }, + { + "columnMatch": "Resource", + "formatter": 5 + }, + { + "columnMatch": "subscriptionId", + "formatter": 5 + }, + { + "columnMatch": "Details", + "formatter": 7, + "formatOptions": { + "linkTarget": "CellDetails", + "linkLabel": "πŸ” View details", + "linkIsContextBlade": true + } + } + ], + "rowLimit": 1000, + "filter": true, + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "subscriptionId" + ], + "expandTopLevel": true, + "finalBy": "Resource" + } + }, + "tileSettings": { + "titleContent": { + "columnMatch": "type", + "formatter": 1 + }, + "leftContent": { + "columnMatch": "count_", + "formatter": 12, + "formatOptions": { + "palette": "auto" + }, + "numberFormat": { + "unit": 17, + "options": { + "maximumSignificantDigits": 3, + "maximumFractionDigits": 2 + } + } + }, + "showBorder": true, + "sortCriteriaField": "type", + "sortOrderField": 1 + } + }, + "name": "query - PaaS - Automation Detailed" + } + ] + }, + "name": "Group - Automation", + "styleSettings": { + "showBorder": true + } + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "title": "App services", + "expandable": true, + "expanded": true, + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources\r\n| where type has 'microsoft.web'\r\n\t or type =~ 'microsoft.apimanagement/service'\r\n\t or type =~ 'microsoft.network/frontdoors'\r\n\t or type =~ 'microsoft.network/applicationgateways'\r\n\t or type =~ 'microsoft.appconfiguration/configurationstores'\r\n| extend type = case(\r\n\ttype == 'microsoft.web/serverfarms', \"App Service Plans\",\r\n\tkind == 'functionapp', \"Azure Functions\", \r\n\tkind == \"api\", \"API Apps\", \r\n\ttype == 'microsoft.web/sites', \"App Services\",\r\n\ttype =~ 'microsoft.network/applicationgateways', 'App Gateways',\r\n\ttype =~ 'microsoft.network/frontdoors', 'Front Door',\r\n\ttype =~ 'microsoft.apimanagement/service', 'API Management',\r\n\ttype =~ 'microsoft.web/certificates', 'App Certificates',\r\n\ttype =~ 'microsoft.appconfiguration/configurationstores', 'App Config Stores',\r\n\tstrcat(\"Not Translated: \", type))\r\n| where type !has \"Not Translated\"\r\n| summarize count() by type", + "size": 3, + "title": "Count of all resource types", + "noDataMessage": "No resources found", + "showRefreshButton": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "tiles", + "gridSettings": { + "formatters": [ + { + "columnMatch": "$gen_group", + "formatter": 13, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "Resource", + "formatter": 5 + }, + { + "columnMatch": "subscriptionId", + "formatter": 5 + } + ], + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "subscriptionId" + ], + "expandTopLevel": true, + "finalBy": "Resource" + } + }, + "tileSettings": { + "titleContent": { + "columnMatch": "type", + "formatter": 1 + }, + "leftContent": { + "columnMatch": "count_", + "formatter": 12, + "formatOptions": { + "palette": "auto" + }, + "numberFormat": { + "unit": 17, + "options": { + "maximumSignificantDigits": 3, + "maximumFractionDigits": 2 + } + } + }, + "showBorder": false, + "sortCriteriaField": "type", + "sortOrderField": 1 + } + }, + "name": "query - PaaS - Apps Overview" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources\r\n| where type has 'microsoft.web'\r\n\t or type =~ 'microsoft.apimanagement/service'\r\n\t or type =~ 'microsoft.network/frontdoors'\r\n\t or type =~ 'microsoft.network/applicationgateways'\r\n\t or type =~ 'microsoft.appconfiguration/configurationstores'\r\n| extend type = case(\r\n\ttype == 'microsoft.web/serverfarms', \"App Service Plans\",\r\n\tkind == 'functionapp', \"Azure Functions\", \r\n\tkind == \"api\", \"API Apps\", \r\n\ttype == 'microsoft.web/sites', \"App Services\",\r\n\ttype =~ 'microsoft.network/applicationgateways', 'App Gateways',\r\n\ttype =~ 'microsoft.network/frontdoors', 'Front Door',\r\n\ttype =~ 'microsoft.apimanagement/service', 'API Management',\r\n\ttype =~ 'microsoft.web/certificates', 'App Certificates',\r\n\ttype =~ 'microsoft.appconfiguration/configurationstores', 'App Config Stores',\r\n\tstrcat(\"Not Translated: \", type))\r\n| where type !has \"Not Translated\"\r\n| extend Sku = case(\r\n\ttype =~ 'App Gateways', properties.sku.name, \r\n\ttype =~ 'Azure Functions', properties.sku,\r\n\ttype =~ 'API Management', sku.name,\r\n\ttype =~ 'App Service Plans', sku.name,\r\n\ttype =~ 'App Services', properties.sku,\r\n\ttype =~ 'App Config Stores', sku.name,\r\n\t' ')\r\n| extend State = case(\r\n\ttype =~ 'App Config Stores', properties.provisioningState,\r\n\ttype =~ 'App Service Plans', properties.status,\r\n\ttype =~ 'Azure Functions', properties.state,\r\n\ttype =~ 'App Services', properties.state,\r\n\ttype =~ 'API Management', properties.provisioningState,\r\n\ttype =~ 'App Gateways', properties.provisioningState,\r\n\ttype =~ 'Front Door', properties.provisioningState,\r\n\t' ')\r\n| mv-expand publicIpId = properties.frontendIPConfigurations\r\n| mv-expand publicIpId = publicIpId.properties.publicIPAddress.id\r\n| extend publicIpId = tostring(publicIpId)\r\n\t| join kind=leftouter(\r\n\t \tResources\r\n \t\t| where type =~ 'microsoft.network/publicipaddresses'\r\n \t\t| project publicIpId = id, publicIpAddress = tostring(properties.ipAddress)) on publicIpId\r\n| extend PublicIP = case(\r\n\ttype =~ 'API Management', properties.publicIPAddresses,\r\n\ttype =~ 'App Gateways', publicIpAddress,\r\n type =~ 'App Services', properties.inboundIpAddress,\r\n type =~ 'Azure Functions', properties.inboundIpAddress,\r\n\t' ')\r\n| extend Instances = case(\r\n\ttype =~ 'API Management', sku.capacity,\r\n type =~ 'App Services', properties.siteConfig.numberOfWorkers,\r\n type =~ 'Azure Functions', properties.siteConfig.numberOfWorkers,\r\n type =~ 'App Service Plans', properties.currentNumberOfWorkers,\r\n\t' ')\r\n| extend ServicePlan = case(\r\n type =~ 'App Services', properties.serverFarmId,\r\n type =~ 'Azure Functions', properties.serverFarmId,\r\n\t' ')\r\n| extend Details = pack_all()\r\n| project Resource=id, type, subscriptionId, Sku, State, PublicIP, Instances, ServicePlan, Details", + "size": 0, + "noDataMessage": "No resources found", + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "$gen_group", + "formatter": 13, + "formatOptions": { + "linkTarget": "Resource", + "showIcon": true + } + }, + { + "columnMatch": "Resource", + "formatter": 5 + }, + { + "columnMatch": "subscriptionId", + "formatter": 5 + }, + { + "columnMatch": "Details", + "formatter": 7, + "formatOptions": { + "linkTarget": "CellDetails", + "linkLabel": "πŸ” View details", + "linkIsContextBlade": true + } + } + ], + "rowLimit": 1000, + "filter": true, + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "subscriptionId" + ], + "expandTopLevel": true, + "finalBy": "Resource" + } + }, + "tileSettings": { + "titleContent": { + "columnMatch": "type", + "formatter": 1 + }, + "leftContent": { + "columnMatch": "count_", + "formatter": 12, + "formatOptions": { + "palette": "auto" + }, + "numberFormat": { + "unit": 17, + "options": { + "maximumSignificantDigits": 3, + "maximumFractionDigits": 2 + } + } + }, + "showBorder": true, + "sortCriteriaField": "type", + "sortOrderField": 1 + } + }, + "name": "query - PaaS - Apps Detailed" + } + ] + }, + "name": "Group - App Services", + "styleSettings": { + "showBorder": true + } + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "title": "Data", + "expandable": true, + "expanded": true, + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources \r\n| where type =~ 'microsoft.documentdb/databaseaccounts'\r\n\tor type =~ 'microsoft.sql/servers/databases'\r\n\tor type =~ 'microsoft.dbformysql/servers'\r\n\tor type =~ 'microsoft.sql/servers'\r\n or type =~ 'Microsoft.DBforPostgreSQL/servers'\r\n or type =~ 'Microsoft.DBforMariaDB/servers'\r\n or type =~ 'microsoft.dbforpostgresql/flexibleservers'\r\n| extend type = case(\r\n\ttype =~ 'microsoft.documentdb/databaseaccounts', 'CosmosDB',\r\n\ttype =~ 'microsoft.sql/servers/databases', 'SQL DBs',\r\n\ttype =~ 'microsoft.dbformysql/servers', 'MySQL Servers',\r\n\ttype =~ 'microsoft.sql/servers', 'SQL Servers',\r\n type =~ 'Microsoft.DBforPostgreSQL/servers', 'PostgreSQL Servers',\r\n type =~ 'microsoft.dbforpostgresql/flexibleservers', 'PostgreSQL Flexi Servers',\r\n type =~ 'Microsoft.DBforMariaDB/servers', 'MariaDB Servers',\r\n\tstrcat(\"Not Translated: \", type))\r\n| where type !has \"Not Translated\"\r\n| summarize count() by type", + "size": 3, + "title": "Count of all resource types", + "noDataMessage": "No resources found", + "showRefreshButton": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "tiles", + "gridSettings": { + "formatters": [ + { + "columnMatch": "$gen_group", + "formatter": 13, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "Resource", + "formatter": 5 + }, + { + "columnMatch": "subscriptionId", + "formatter": 5 + } + ], + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "subscriptionId" + ], + "expandTopLevel": true, + "finalBy": "Resource" + } + }, + "tileSettings": { + "titleContent": { + "columnMatch": "type", + "formatter": 1 + }, + "leftContent": { + "columnMatch": "count_", + "formatter": 12, + "formatOptions": { + "palette": "auto" + }, + "numberFormat": { + "unit": 17, + "options": { + "maximumSignificantDigits": 3, + "maximumFractionDigits": 2 + } + } + }, + "showBorder": true, + "sortCriteriaField": "type", + "sortOrderField": 1 + } + }, + "name": "query - PaaS - Data Overview" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "// data\r\n// Click the \"Run query\" command above to execute the query and see results.\r\nresources \r\n| where type =~ 'microsoft.documentdb/databaseaccounts'\r\n\tor type =~ 'microsoft.sql/servers/databases'\r\n\tor type =~ 'microsoft.dbformysql/servers'\r\n\tor type =~ 'microsoft.sql/servers'\r\n or type =~ 'Microsoft.DBforPostgreSQL/servers'\r\n or type =~ 'Microsoft.DBforMariaDB/servers'\r\n or type =~ 'microsoft.dbforpostgresql/flexibleservers'\r\n| extend type = case(\r\n\ttype =~ 'microsoft.documentdb/databaseaccounts', 'CosmosDB',\r\n\ttype =~ 'microsoft.sql/servers/databases', 'SQL DBs',\r\n\ttype =~ 'microsoft.dbformysql/servers', 'MySQL Servers',\r\n\ttype =~ 'microsoft.sql/servers', 'SQL Servers',\r\n type =~ 'Microsoft.DBforPostgreSQL/servers', 'PostgreSQL Servers',\r\n type =~ 'microsoft.dbforpostgresql/flexibleservers', 'PostgreSQL Flexi Servers',\r\n type =~ 'Microsoft.DBforMariaDB/servers', 'MariaDB Servers',\r\n\tstrcat(\"Not Translated: \", type))\r\n| extend Sku = case(\r\n\ttype =~ 'CosmosDB', properties.databaseAccountOfferType,\r\n\ttype =~ 'SQL DBs', sku.name,\r\n\ttype =~ 'MySQL Servers', sku.name,\r\n type =~ 'PostgreSQL Servers', sku.name,\r\n type =~ 'PostgreSQL Flexi Servers', sku.name,\r\n type =~ 'MariaDB Servers', sku.name,\r\n\t' ')\r\n| extend Status = case(\r\n\ttype =~ 'CosmosDB', properties.provisioningState,\r\n\ttype =~ 'SQL DBs', properties.status,\r\n type =~ 'SQL Servers', properties.state,\r\n\ttype =~ 'MySQL Servers', properties.userVisibleState,\r\n type =~ 'PostgreSQL Servers', properties.state,\r\n type =~ 'PostgreSQL Flexi Servers', properties.state,\r\n type =~ 'MariaDB Servers', properties.userVisibleState,\r\n\t' ')\r\n| extend Endpoint = case(\r\n\ttype =~ 'MySQL Servers', properties.fullyQualifiedDomainName,\r\n\ttype =~ 'SQL Servers', properties.fullyQualifiedDomainName,\r\n\ttype =~ 'CosmosDB', properties.documentEndpoint,\r\n type =~ 'PostgreSQL Servers', properties.fullyQualifiedDomainName,\r\n type =~ 'PostgreSQL Flexi Servers', properties.fullyQualifiedDomainName,\r\n type =~ 'MariaDB Servers', properties.fullyQualifiedDomainName,\r\n\t' ')\r\n| extend PublicNetworkAccess = case(\r\n\ttype =~ 'MySQL Servers', properties.publicNetworkAccess,\r\n\ttype =~ 'SQL Servers', properties.publicNetworkAccess,\r\n type =~ 'PostgreSQL Servers', properties.publicNetworkAccess,\r\n type =~ 'PostgreSQL Flexi Servers', properties.publicNetworkAccess,\r\n type =~ 'MariaDB Servers', properties.publicNetworkAccess,\r\n\t' ')\r\n| extend Version = case(\r\n\ttype =~ 'MySQL Servers', properties.version,\r\n\ttype =~ 'SQL Servers', properties.version,\r\n type =~ 'PostgreSQL Servers', properties.version,\r\n type =~ 'PostgreSQL Flexi Servers', properties.version,\r\n type =~ 'MariaDB Servers', properties.version,\r\n\t' ')\r\n| extend maxSizeGB = todouble(case(\r\n\ttype =~ 'SQL DBs', properties.maxSizeBytes,\r\n\ttype =~ 'MySQL Servers', properties.storageProfile.storageMB,\r\n type =~ 'PostgreSQL Servers', properties.storageProfile.storageMB,\r\n type =~ 'PostgreSQL Flexi Servers', properties.storageProfile.storageMB,\r\n type =~ 'MariaDB Servers', properties.storageProfile.storageMB,\r\n\t' '))\r\n| extend maxSizeGB = iif(type has 'SQL DBs', maxSizeGB /1000 /1000, maxSizeGB)\r\n| extend Details = pack_all()\r\n| project Resource=id, resourceGroup, subscriptionId, type, Sku, Status, Endpoint, Version, PublicNetworkAccess, maxSizeGB, Details\r\n\r\n", + "size": 0, + "title": "Details", + "noDataMessage": "No resources found", + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "$gen_group", + "formatter": 13, + "formatOptions": { + "linkTarget": "Resource", + "showIcon": true + } + }, + { + "columnMatch": "Resource", + "formatter": 5 + }, + { + "columnMatch": "subscriptionId", + "formatter": 5 + }, + { + "columnMatch": "maxSizeGB", + "formatter": 0, + "numberFormat": { + "unit": 4, + "options": { + "style": "decimal", + "useGrouping": false + } + } + }, + { + "columnMatch": "Details", + "formatter": 7, + "formatOptions": { + "linkTarget": "CellDetails", + "linkLabel": "πŸ” View details", + "linkIsContextBlade": true + } + } + ], + "rowLimit": 1000, + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "subscriptionId" + ], + "expandTopLevel": true, + "finalBy": "Resource" + } + }, + "tileSettings": { + "titleContent": { + "columnMatch": "type", + "formatter": 1 + }, + "leftContent": { + "columnMatch": "count_", + "formatter": 12, + "formatOptions": { + "palette": "auto" + }, + "numberFormat": { + "unit": 17, + "options": { + "maximumSignificantDigits": 3, + "maximumFractionDigits": 2 + } + } + }, + "showBorder": true, + "sortCriteriaField": "type", + "sortOrderField": 1 + } + }, + "name": "query - PaaS - Data Detailed" + } + ] + }, + "name": "Data", + "styleSettings": { + "showBorder": true + } + } + ] + }, + "conditionalVisibilities": [ + { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "RC_PaaS" + }, + { + "parameterName": "Subscription", + "comparison": "isNotEqualTo" + } + ], + "name": "RC_PaaS" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "template", + "loadFromTemplateId": "community-Workbooks/Azure Advisor/AzureServiceRetirement", + "items": [] + }, + "conditionalVisibility": { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "RC_ServicesRetirement" + }, + "name": "group - Service retirement" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "template", + "loadFromTemplateId": "community-Workbooks/Common/noSubscriptions", + "items": [] + }, + "conditionalVisibilities": [ + { + "parameterName": "Subscription", + "comparison": "isEqualTo", + "value": "" + }, + { + "parameterName": "SelectedTab", + "comparison": "isNotEqualTo", + "value": "RC_Quota" + }, + { + "parameterName": "SelectedTab", + "comparison": "isNotEqualTo", + "value": "RC_Age" + }, + { + "parameterName": "SelectedTab", + "comparison": "isNotEqualTo", + "value": "RC_ServicesRetirement" + } + ], + "name": "No Subscriptions group" + } + ] + }, + "name": "Azure Governance Workbook" + } + ], + "fallbackResourceIds": [ + "azure monitor" + ], + "$schema": "https://github.com/Microsoft/Application-Insights-Workbooks/blob/master/schema/workbook.json" + }, + "version": "", + "workbookJson": "[string(variables('$fxv#0'))]", + "workbookId": "907", + "telemetryId": "[format('00f120b5-2007-6120-0000-{0}30126b006', variables('workbookId'))]", + "finOpsToolkitVersion": "0.8", + "resourceTags": "[if(contains(parameters('tags'), 'ftk-tool'), parameters('tags'), union(parameters('tags'), createObject('ftk-version', variables('finOpsToolkitVersion'), 'ftk-tool', format('{0} workbook', parameters('displayName')))))]" + }, + "resources": [ + { + "condition": "[parameters('enableDefaultTelemetry')]", + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "[format('pid-{0}-{1}', variables('telemetryId'), uniqueString(deployment().name, parameters('location')))]", + "properties": { + "mode": "Incremental", + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "FinOps toolkit", + "version": "[variables('finOpsToolkitVersion')]" + } + }, + "resources": [] + } + } + }, + { + "type": "Microsoft.Insights/workbooks", + "apiVersion": "2022-04-01", + "name": "[guid(resourceGroup().id, 'Microsoft.Insights/workbooks', parameters('displayName'))]", + "location": "[parameters('location')]", + "tags": "[variables('resourceTags')]", + "kind": "shared", + "properties": { + "category": "workbook", + "description": "[parameters('description')]", + "displayName": "[parameters('displayName')]", + "serializedData": "[variables('workbookJson')]", + "sourceId": "Azure Monitor", + "version": "[variables('version')]" + } + } + ], + "outputs": { + "workbookId": { + "type": "string", + "metadata": { + "description": "The resource ID of the workbook." + }, + "value": "[resourceId('Microsoft.Insights/workbooks', guid(resourceGroup().id, 'Microsoft.Insights/workbooks', parameters('displayName')))]" + }, + "workbookUrl": { + "type": "string", + "metadata": { + "description": "Link to the workbook in the Azure portal." + }, + "value": "[format('{0}/#view/AppInsightsExtension/UsageNotebookBlade/ComponentId/Azure%20Monitor/ConfigurationId/{1}/Type/{2}/WorkbookTemplateName/{3}', environment().portal, uriComponent(resourceId('Microsoft.Insights/workbooks', guid(resourceGroup().id, 'Microsoft.Insights/workbooks', parameters('displayName')))), reference(resourceId('Microsoft.Insights/workbooks', guid(resourceGroup().id, 'Microsoft.Insights/workbooks', parameters('displayName'))), '2022-04-01').category, uriComponent(reference(resourceId('Microsoft.Insights/workbooks', guid(resourceGroup().id, 'Microsoft.Insights/workbooks', parameters('displayName'))), '2022-04-01').displayName))]" + } + } +} \ No newline at end of file diff --git a/docs/deploy/governance-workbook-0.8.ui.json b/docs/deploy/governance-workbook-0.8.ui.json new file mode 100644 index 000000000..6646035df --- /dev/null +++ b/docs/deploy/governance-workbook-0.8.ui.json @@ -0,0 +1,52 @@ +{ + "$schema": "https://schema.management.azure.com/schemas/0.1.2-preview/CreateUIDefinition.MultiVm.json#", + "handler": "Microsoft.Azure.CreateUIDef", + "version": "0.1.2-preview", + "parameters": { + "config": { + "basics": { + "description": "The Governance workbook provides an overview of the cost posture of your Azure environment. [Learn more](https://aka.ms/finops/toolkit)", + "location": { + "label": "Location", + "resourceTypes": ["Microsoft.Insights/workbooks"] + } + } + }, + "resourceTypes": ["Microsoft.Insights/workbooks"], + "basics": [ + { + "name": "displayName", + "type": "Microsoft.Common.TextBox", + "label": "Name", + "defaultValue": "Governance", + "toolTip": "Name of the workbook.", + "constraints": { + "required": true, + "regex": "^.{1,250}$", + "validationMessage": "Name cannot be longer than 250 characters." + }, + "visible": true + } + ], + "steps": [ + { + "name": "tags", + "label": "Tags", + "elements": [ + { + "name": "tagsByResource", + "label": "Tags", + "toolTip": "Tags to apply.", + "type": "Microsoft.Common.TagsByResource", + "resources": ["Microsoft.Insights/workbooks"] + } + ] + } + ], + "outputs": { + "displayName": "[basics('displayName')]", + "location": "[location()]", + "tags": "[steps('tags').tagsByResource]" + } + } +} diff --git a/docs/deploy/governance-workbook-latest.json b/docs/deploy/governance-workbook-latest.json index 1fb3f2995..b02d65cc5 100644 --- a/docs/deploy/governance-workbook-latest.json +++ b/docs/deploy/governance-workbook-latest.json @@ -4,8 +4,8 @@ "metadata": { "_generator": { "name": "bicep", - "version": "0.24.24.22086", - "templateHash": "2416775183167475351" + "version": "0.33.93.31351", + "templateHash": "10054098441393474777" } }, "parameters": { @@ -8178,7 +8178,7 @@ "workbookJson": "[string(variables('$fxv#0'))]", "workbookId": "907", "telemetryId": "[format('00f120b5-2007-6120-0000-{0}30126b006', variables('workbookId'))]", - "finOpsToolkitVersion": "0.7", + "finOpsToolkitVersion": "0.8", "resourceTags": "[if(contains(parameters('tags'), 'ftk-tool'), parameters('tags'), union(parameters('tags'), createObject('ftk-version', variables('finOpsToolkitVersion'), 'ftk-tool', format('{0} workbook', parameters('displayName')))))]" }, "resources": [ diff --git a/docs/deploy/optimization-engine/0.8/azuredeploy-nested.bicep b/docs/deploy/optimization-engine/0.8/azuredeploy-nested.bicep new file mode 100644 index 000000000..8267b138f --- /dev/null +++ b/docs/deploy/optimization-engine/0.8/azuredeploy-nested.bicep @@ -0,0 +1,2158 @@ +param projectLocation string +param templateLocation string + +param storageAccountName string +param automationAccountName string +param sqlServerName string +param sqlServerAlreadyExists bool +param sqlDatabaseName string +param logAnalyticsReuse bool +param logAnalyticsWorkspaceName string +param logAnalyticsWorkspaceRG string +param logAnalyticsRetentionDays int +param sqlBackupRetentionDays int +param userObjectId string +param userPrincipalName string +param sqlAdminPrincipalType string + +param cloudEnvironment string +param authenticationOption string +param baseTime string +param resourceTags object +param contributorRoleAssignmentGuid string + +param argDiskExportJobId string = newGuid() +param argVhdExportJobId string = newGuid() +param argVmExportJobId string = newGuid() +param argVmssExportJobId string = newGuid() +param argAvailSetExportJobId string = newGuid() +param advisorExportJobId string = newGuid() +param consumptionExportJobId string = newGuid() +param aadObjectsExportJobId string = newGuid() +param argLoadBalancersExportJobId string = newGuid() +param argAppGWsExportJobId string = newGuid() +param rbacExportJobId string = newGuid() +param argResContainersExportJobId string = newGuid() +param argNICExportJobId string = newGuid() +param argNSGExportJobId string = newGuid() +param argPublicIPExportJobId string = newGuid() +param argVNetExportJobId string = newGuid() +param argSqlDbExportJobId string = newGuid() +param policyStateExportJobId string = newGuid() +param monitorVmssCpuMaxExportJobId string = newGuid() +param monitorVmssCpuAvgExportJobId string = newGuid() +param monitorVmssMemoryMinExportJobId string = newGuid() +param monitorSqlDbDtuMaxExportJobId string = newGuid() +param monitorSqlDbDtuAvgExportJobId string = newGuid() +param monitorAppServiceCpuMaxExportJobId string = newGuid() +param monitorAppServiceCpuAvgExportJobId string = newGuid() +param monitorAppServiceMemoryMaxExportJobId string = newGuid() +param monitorAppServiceMemoryAvgExportJobId string = newGuid() +param monitorDiskIOPSAvgExportJobId string = newGuid() +param monitorDiskMBPsAvgExportJobId string = newGuid() +param argAppServicePlanExportJobId string = newGuid() +param pricesheetExportJobId string = newGuid() +param reservationPricesExportJobId string = newGuid() +param reservationUsageExportJobId string = newGuid() +param savingsPlansUsageExportJobId string = newGuid() +param argDiskIngestJobId string = newGuid() +param argVhdIngestJobId string = newGuid() +param argVmIngestJobId string = newGuid() +param argVmssIngestJobId string = newGuid() +param argAvailSetIngestJobId string = newGuid() +param advisorIngestJobId string = newGuid() +param remediationLogsIngestJobId string = newGuid() +param consumptionIngestJobId string = newGuid() +param aadObjectsIngestJobId string = newGuid() +param argLoadBalancersIngestJobId string = newGuid() +param argAppGWsIngestJobId string = newGuid() +param argResContainersIngestJobId string = newGuid() +param rbacIngestJobId string = newGuid() +param argNICIngestJobId string = newGuid() +param argNSGIngestJobId string = newGuid() +param argPublicIPIngestJobId string = newGuid() +param argVNetIngestJobId string = newGuid() +param argSqlDbIngestJobId string = newGuid() +param policyStateIngestJobId string = newGuid() +param monitorIngestJobId string = newGuid() +param argAppServicePlanIngestJobId string = newGuid() +param pricesheetIngestJobId string = newGuid() +param reservationPricesIngestJobId string = newGuid() +param reservationUsageIngestJobId string = newGuid() +param savingsPlansUsageIngestJobId string = newGuid() +param unattachedDisksRecommendationJobId string = newGuid() +param advisorCostAugmentedRecommendationJobId string = newGuid() +param advisorAsIsRecommendationJobId string = newGuid() +param vmsHaRecommendationJobId string = newGuid() +param vmOptimizationsRecommendationJobId string = newGuid() +param aadExpiringCredsRecommendationJobId string = newGuid() +param unusedLoadBalancersRecommendationJobId string = newGuid() +param unusedAppGWsRecommendationJobId string = newGuid() +param armOptimizationsRecommendationJobId string = newGuid() +param vnetOptimizationsRecommendationJobId string = newGuid() +param vmssOptimizationsRecommendationJobId string = newGuid() +param sqldbOptimizationsRecommendationJobId string = newGuid() +param storageOptimizationsRecommendationJobId string = newGuid() +param appServiceOptimizationsRecommendationJobId string = newGuid() +param diskOptimizationsRecommendationJobId string = newGuid() +param recommendationsIngestJobId string = newGuid() +param recommendationsLogAnalyticsIngestJobId string = newGuid() +param suppressionsLogAnalyticsIngestJobId string = newGuid() +param recommendationsCleanUpJobId string = newGuid() + +param roleContributor string = '/subscriptions/${subscription().subscriptionId}/providers/Microsoft.Authorization/roleDefinitions/ba92f5b4-2d11-453d-a403-e96b0029c9fe' + +@description('Optional. Enable telemetry to track anonymous module usage trends, monitor for bugs, and improve future releases.') +param enableDefaultTelemetry bool = true + +var telemetryId = '00f120b5-2007-6120-0000-000000000a0e' +var finOpsToolkitVersion = loadTextContent('ftkver.txt') +var advisorExportsRunbookName = 'Export-AdvisorRecommendationsToBlobStorage' +var argVmExportsRunbookName = 'Export-ARGVirtualMachinesPropertiesToBlobStorage' +var argVmssExportsRunbookName = 'Export-ARGVMSSPropertiesToBlobStorage' +var argDisksExportsRunbookName = 'Export-ARGManagedDisksPropertiesToBlobStorage' +var argVhdExportsRunbookName = 'Export-ARGUnmanagedDisksPropertiesToBlobStorage' +var argAvailSetExportsRunbookName = 'Export-ARGAvailabilitySetPropertiesToBlobStorage' +var consumptionExportsRunbookName = 'Export-ConsumptionToBlobStorage' +var aadObjectsExportsRunbookName = 'Export-AADObjectsToBlobStorage' +var argLoadBalancersExportsRunbookName = 'Export-ARGLoadBalancerPropertiesToBlobStorage' +var argAppGWsExportsRunbookName = 'Export-ARGAppGatewayPropertiesToBlobStorage' +var argResContainersExportsRunbookName = 'Export-ARGResourceContainersPropertiesToBlobStorage' +var rbacExportsRunbookName = 'Export-RBACAssignmentsToBlobStorage' +var argNICExportsRunbookName = 'Export-ARGNICPropertiesToBlobStorage' +var argNSGExportsRunbookName = 'Export-ARGNSGPropertiesToBlobStorage' +var argVNetExportsRunbookName = 'Export-ARGVNetPropertiesToBlobStorage' +var argPublicIpExportsRunbookName = 'Export-ARGPublicIpPropertiesToBlobStorage' +var argSqlDbExportsRunbookName = 'Export-ARGSqlDatabasePropertiesToBlobStorage' +var policyStateExportsRunbookName = 'Export-PolicyComplianceToBlobStorage' +var monitorExportsRunbookName = 'Export-AzMonitorMetricsToBlobStorage' +var argAppServicePlanExportsRunbookName = 'Export-ARGAppServicePlanPropertiesToBlobStorage' +var reservationsExportsRunbookName = 'Export-ReservationsUsageToBlobStorage' +var reservationsPriceExportsRunbookName = 'Export-ReservationsPriceToBlobStorage' +var priceSheetExportsRunbookName = 'Export-PriceSheetToBlobStorage' +var savingsPlansExportsRunbookName = 'Export-SavingsPlansUsageToBlobStorage' +var advisorExportsScheduleName = 'AzureOptimization_ExportAdvisorWeekly' +var argExportsScheduleName = 'AzureOptimization_ExportARGDaily' +var consumptionExportsScheduleName = 'AzureOptimization_ExportConsumptionDaily' +var aadObjectsExportsScheduleName = 'AzureOptimization_ExportAADObjectsDaily' +var rbacExportsScheduleName = 'AzureOptimization_ExportRBACDaily' +var policyStateExportsScheduleName = 'AzureOptimization_ExportPolicyStateDaily' +var monitorVmssCpuMaxExportsScheduleName = 'AzureOptimization_ExportMonitorVmssCpuMaxHourly' +var monitorVmssCpuAvgExportsScheduleName = 'AzureOptimization_ExportMonitorVmssCpuAvgHourly' +var monitorVmssMemoryMinExportsScheduleName = 'AzureOptimization_ExportMonitorVmssMemoryMinHourly' +var monitorSqlDbDtuMaxExportsScheduleName = 'AzureOptimization_ExportMonitorSqlDbDtuMaxHourly' +var monitorSqlDbDtuAvgExportsScheduleName = 'AzureOptimization_ExportMonitorSqlDbDtuAvgHourly' +var monitorAppServiceCpuMaxExportsScheduleName = 'AzureOptimization_ExportMonitorAppServiceCpuMaxHourly' +var monitorAppServiceCpuAvgExportsScheduleName = 'AzureOptimization_ExportMonitorAppServiceCpuAvgHourly' +var monitorAppServiceMemoryMaxExportsScheduleName = 'AzureOptimization_ExportMonitorAppServiceMemoryMaxHourly' +var monitorAppServiceMemoryAvgExportsScheduleName = 'AzureOptimization_ExportMonitorAppServiceMemoryAvgHourly' +var monitorDiskIOPSAvgExportsScheduleName = 'AzureOptimization_ExportMonitorDiskIOPSHourly' +var monitorDiskMBPsAvgExportsScheduleName = 'AzureOptimization_ExportMonitorDiskMBPsHourly' +var priceExportsScheduleName = 'AzureOptimization_ExportPricesWeekly' +var reservationsUsageExportsScheduleName = 'AzureOptimization_ExportReservationsDaily' +var savingsPlansUsageExportsScheduleName = 'AzureOptimization_ExportSavingsPlansDaily' +var csvExportsSchedules = [ + { + exportSchedule: argExportsScheduleName + exportDescription: 'Daily Azure Resource Graph exports' + exportTimeOffset: 'PT1H05M' + exportFrequency: 'Day' + } + { + exportSchedule: advisorExportsScheduleName + exportDescription: 'Weekly Azure Advisor exports' + exportTimeOffset: 'PT1H15M' + exportFrequency: 'Week' + } + { + exportSchedule: consumptionExportsScheduleName + exportDescription: 'Daily Azure Consumption exports' + exportTimeOffset: 'PT1H' + exportFrequency: 'Day' + } + { + exportSchedule: aadObjectsExportsScheduleName + exportDescription: 'Daily Microsoft Entra Objects exports' + exportTimeOffset: 'PT1H' + exportFrequency: 'Day' + } + { + exportSchedule: rbacExportsScheduleName + exportDescription: 'Daily Azure RBAC exports' + exportTimeOffset: 'PT1H02M' + exportFrequency: 'Day' + } + { + exportSchedule: policyStateExportsScheduleName + exportDescription: 'Daily Azure Policy State exports' + exportTimeOffset: 'PT1H' + exportFrequency: 'Day' + } + { + exportSchedule: monitorVmssCpuAvgExportsScheduleName + exportDescription: 'Hourly Azure Monitor metrics exports for VMSS Percentage CPU (Avg.)' + exportTimeOffset: 'PT1H15M' + exportFrequency: 'Hour' + } + { + exportSchedule: monitorVmssCpuMaxExportsScheduleName + exportDescription: 'Hourly Azure Monitor metrics exports for VMSS Percentage CPU (Max.)' + exportTimeOffset: 'PT1H15M' + exportFrequency: 'Hour' + } + { + exportSchedule: monitorVmssMemoryMinExportsScheduleName + exportDescription: 'Hourly Azure Monitor metrics exports for VMSS Available Memory (Min.)' + exportTimeOffset: 'PT1H15M' + exportFrequency: 'Hour' + } + { + exportSchedule: monitorSqlDbDtuMaxExportsScheduleName + exportDescription: 'Hourly Azure Monitor metrics exports for SQL Database Percentage DTU (Max.)' + exportTimeOffset: 'PT1H15M' + exportFrequency: 'Hour' + } + { + exportSchedule: monitorSqlDbDtuAvgExportsScheduleName + exportDescription: 'Hourly Azure Monitor metrics exports for SQL Database Percentage DTU (Avg.)' + exportTimeOffset: 'PT1H16M' + exportFrequency: 'Hour' + } + { + exportSchedule: monitorAppServiceCpuAvgExportsScheduleName + exportDescription: 'Hourly Azure Monitor metrics exports for App Service Percentage CPU (Avg.)' + exportTimeOffset: 'PT1H16M' + exportFrequency: 'Hour' + } + { + exportSchedule: monitorAppServiceCpuMaxExportsScheduleName + exportDescription: 'Hourly Azure Monitor metrics exports for App Service Percentage CPU (Max.)' + exportTimeOffset: 'PT1H16M' + exportFrequency: 'Hour' + } + { + exportSchedule: monitorAppServiceMemoryAvgExportsScheduleName + exportDescription: 'Hourly Azure Monitor metrics exports for App Service Percentage RAM (Avg.)' + exportTimeOffset: 'PT1H16M' + exportFrequency: 'Hour' + } + { + exportSchedule: monitorAppServiceMemoryMaxExportsScheduleName + exportDescription: 'Hourly Azure Monitor metrics exports for App Service Percentage RAM (Max.)' + exportTimeOffset: 'PT1H17M' + exportFrequency: 'Hour' + } + { + exportSchedule: monitorDiskIOPSAvgExportsScheduleName + exportDescription: 'Hourly Azure Monitor metrics exports for Disk IOPS (Avg.)' + exportTimeOffset: 'PT1H17M' + exportFrequency: 'Hour' + } + { + exportSchedule: monitorDiskMBPsAvgExportsScheduleName + exportDescription: 'Hourly Azure Monitor metrics exports for Disk MBPs (Avg.)' + exportTimeOffset: 'PT1H17M' + exportFrequency: 'Hour' + } + { + exportSchedule: priceExportsScheduleName + exportDescription: 'Weekly Pricesheet and Reservation Prices exports' + exportTimeOffset: 'PT1H35M' + exportFrequency: 'Week' + } + { + exportSchedule: reservationsUsageExportsScheduleName + exportDescription: 'Daily Reservation Usage exports' + exportTimeOffset: 'PT2H' + exportFrequency: 'Day' + } + { + exportSchedule: savingsPlansUsageExportsScheduleName + exportDescription: 'Daily Savings Plans Usage exports' + exportTimeOffset: 'PT2H05M' + exportFrequency: 'Day' + } +] +var csvExports = [ + { + runbookName: advisorExportsRunbookName + isOneToMany: false + containerName: 'advisorexports' + variableName: 'AzureOptimization_AdvisorContainer' + variableDescription: 'The Storage Account container where Azure Advisor exports are dumped to' + ingestSchedule: 'AzureOptimization_IngestAdvisorWeekly' + ingestDescription: 'Weekly Azure Advisor recommendations ingests' + ingestTimeOffset: 'PT1H45M' + ingestFrequency: 'Week' + ingestJobId: advisorIngestJobId + exportSchedule: advisorExportsScheduleName + exportJobId: advisorExportJobId + } + { + runbookName: argVmExportsRunbookName + isOneToMany: false + containerName: 'argvmexports' + variableName: 'AzureOptimization_ARGVMContainer' + variableDescription: 'The Storage Account container where Azure Resource Graph Virtual Machine exports are dumped to' + ingestSchedule: 'AzureOptimization_IngestARGVMsDaily' + ingestDescription: 'Daily Azure Resource Graph Virtual Machines ingests' + ingestTimeOffset: 'PT1H30M' + ingestFrequency: 'Day' + ingestJobId: argVmIngestJobId + exportSchedule: argExportsScheduleName + exportJobId: argVmExportJobId + } + { + runbookName: argVmssExportsRunbookName + isOneToMany: false + containerName: 'argvmssexports' + variableName: 'AzureOptimization_ARGVMSSContainer' + variableDescription: 'The Storage Account container where Azure Resource Graph VMSS exports are dumped to' + ingestSchedule: 'AzureOptimization_IngestARGVMSSDaily' + ingestDescription: 'Daily Azure Resource Graph VMSS ingests' + ingestTimeOffset: 'PT1H30M' + ingestFrequency: 'Day' + ingestJobId: argVmssIngestJobId + exportSchedule: argExportsScheduleName + exportJobId: argVmssExportJobId + } + { + runbookName: argDisksExportsRunbookName + isOneToMany: false + containerName: 'argdiskexports' + variableName: 'AzureOptimization_ARGDiskContainer' + variableDescription: 'The Storage Account container where Azure Resource Graph Managed Disks exports are dumped to' + ingestSchedule: 'AzureOptimization_IngestARGDisksDaily' + ingestDescription: 'Daily Azure Resource Graph Managed Disks ingests' + ingestTimeOffset: 'PT1H30M' + ingestFrequency: 'Day' + ingestJobId: argDiskIngestJobId + exportSchedule: argExportsScheduleName + exportJobId: argDiskExportJobId + } + { + runbookName: argVhdExportsRunbookName + isOneToMany: false + containerName: 'argvhdexports' + variableName: 'AzureOptimization_ARGVhdContainer' + variableDescription: 'The Storage Account container where Azure Resource Graph Unmanaged Disks exports are dumped to' + ingestSchedule: 'AzureOptimization_IngestARGVHDsDaily' + ingestDescription: 'Daily Azure Resource Graph Unmanaged Disks ingests' + ingestTimeOffset: 'PT1H30M' + ingestFrequency: 'Day' + ingestJobId: argVhdIngestJobId + exportSchedule: argExportsScheduleName + exportJobId: argVhdExportJobId + } + { + runbookName: argAvailSetExportsRunbookName + isOneToMany: false + containerName: 'argavailsetexports' + variableName: 'AzureOptimization_ARGAvailabilitySetContainer' + variableDescription: 'The Storage Account container where Azure Resource Graph Availability Set exports are dumped to' + ingestSchedule: 'AzureOptimization_IngestARGAvailSetsDaily' + ingestDescription: 'Daily Azure Resource Graph Availability Sets ingests' + ingestTimeOffset: 'PT1H31M' + ingestFrequency: 'Day' + ingestJobId: argAvailSetIngestJobId + exportSchedule: argExportsScheduleName + exportJobId: argAvailSetExportJobId + } + { + runbookName: consumptionExportsRunbookName + isOneToMany: false + containerName: 'consumptionexports' + variableName: 'AzureOptimization_ConsumptionContainer' + variableDescription: 'The Storage Account container where Azure Consumption exports are dumped to' + ingestSchedule: 'AzureOptimization_IngestConsumptionDaily' + ingestDescription: 'Daily Azure Consumption ingests' + ingestTimeOffset: 'PT2H' + ingestFrequency: 'Day' + ingestJobId: consumptionIngestJobId + exportSchedule: consumptionExportsScheduleName + exportJobId: consumptionExportJobId + } + { + runbookName: aadObjectsExportsRunbookName + isOneToMany: false + containerName: 'aadobjectsexports' + variableName: 'AzureOptimization_AADObjectsContainer' + variableDescription: 'The Storage Account container where Microsoft Entra Objects exports are dumped to' + ingestSchedule: 'AzureOptimization_IngestAADObjectsDaily' + ingestDescription: 'Daily Microsoft Entra Objects ingests' + ingestTimeOffset: 'PT2H' + ingestFrequency: 'Day' + ingestJobId: aadObjectsIngestJobId + exportSchedule: aadObjectsExportsScheduleName + exportJobId: aadObjectsExportJobId + } + { + runbookName: argLoadBalancersExportsRunbookName + isOneToMany: false + containerName: 'arglbexports' + variableName: 'AzureOptimization_ARGLoadBalancerContainer' + variableDescription: 'The Storage Account container where Azure Resource Graph Load Balancer exports are dumped to' + ingestSchedule: 'AzureOptimization_IngestARGLoadBalancersDaily' + ingestDescription: 'Daily Azure Resource Graph Load Balancers ingests' + ingestTimeOffset: 'PT1H31M' + ingestFrequency: 'Day' + ingestJobId: argLoadBalancersIngestJobId + exportSchedule: argExportsScheduleName + exportJobId: argLoadBalancersExportJobId + } + { + runbookName: argAppGWsExportsRunbookName + isOneToMany: false + containerName: 'argappgwexports' + variableName: 'AzureOptimization_ARGAppGatewayContainer' + variableDescription: 'The Storage Account container where Azure Resource Graph Application Gateway exports are dumped to' + ingestSchedule: 'AzureOptimization_IngestARGAppGWsDaily' + ingestDescription: 'Daily Azure Resource Graph Application Gateways ingests' + ingestTimeOffset: 'PT1H31M' + ingestFrequency: 'Day' + ingestJobId: argAppGWsIngestJobId + exportSchedule: argExportsScheduleName + exportJobId: argAppGWsExportJobId + } + { + runbookName: argResContainersExportsRunbookName + isOneToMany: false + containerName: 'argrescontainersexports' + variableName: 'AzureOptimization_ARGResourceContainersContainer' + variableDescription: 'The Storage Account container where Azure Resource Graph Resource Containers exports are dumped to' + ingestSchedule: 'AzureOptimization_IngestARGResourceContainersDaily' + ingestDescription: 'Daily Azure Resource Graph Resource Containers ingests' + ingestTimeOffset: 'PT1H32M' + ingestFrequency: 'Day' + ingestJobId: argResContainersIngestJobId + exportSchedule: argExportsScheduleName + exportJobId: argResContainersExportJobId + } + { + runbookName: rbacExportsRunbookName + isOneToMany: false + containerName: 'rbacexports' + variableName: 'AzureOptimization_RBACAssignmentsContainer' + variableDescription: 'The Storage Account container where RBAC Assignments exports are dumped to' + ingestSchedule: 'AzureOptimization_IngestRBACDaily' + ingestDescription: 'Daily Azure RBAC ingests' + ingestTimeOffset: 'PT1H32M' + ingestFrequency: 'Day' + ingestJobId: rbacIngestJobId + exportSchedule: rbacExportsScheduleName + exportJobId: rbacExportJobId + } + { + runbookName: argNICExportsRunbookName + isOneToMany: false + containerName: 'argnicexports' + variableName: 'AzureOptimization_ARGNICContainer' + variableDescription: 'The Storage Account container where Azure Resource Graph NIC exports are dumped to' + ingestSchedule: 'AzureOptimization_IngestARGNICsDaily' + ingestDescription: 'Daily Azure Resource Graph NIC ingests' + ingestTimeOffset: 'PT1H32M' + ingestFrequency: 'Day' + ingestJobId: argNICIngestJobId + exportSchedule: argExportsScheduleName + exportJobId: argNICExportJobId + } + { + runbookName: argNSGExportsRunbookName + isOneToMany: false + containerName: 'argnsgexports' + variableName: 'AzureOptimization_ARGNSGContainer' + variableDescription: 'The Storage Account container where Azure Resource Graph NSG exports are dumped to' + ingestSchedule: 'AzureOptimization_IngestARGNSGsDaily' + ingestDescription: 'Daily Azure Resource Graph NSG ingests' + ingestTimeOffset: 'PT1H32M' + ingestFrequency: 'Day' + ingestJobId: argNSGIngestJobId + exportSchedule: argExportsScheduleName + exportJobId: argNSGExportJobId + } + { + runbookName: argVNetExportsRunbookName + isOneToMany: false + containerName: 'argvnetexports' + variableName: 'AzureOptimization_ARGVNetContainer' + variableDescription: 'The Storage Account container where Azure Resource Graph VNet exports are dumped to' + ingestSchedule: 'AzureOptimization_IngestARGVNetsDaily' + ingestDescription: 'Daily Azure Resource Graph Virtual Network ingests' + ingestTimeOffset: 'PT1H33M' + ingestFrequency: 'Day' + ingestJobId: argVNetIngestJobId + exportSchedule: argExportsScheduleName + exportJobId: argVNetExportJobId + } + { + runbookName: argPublicIpExportsRunbookName + isOneToMany: false + containerName: 'argpublicipexports' + variableName: 'AzureOptimization_ARGPublicIpContainer' + variableDescription: 'The Storage Account container where Azure Resource Graph Public IP exports are dumped to' + ingestSchedule: 'AzureOptimization_IngestARGPublicIPsDaily' + ingestDescription: 'Daily Azure Resource Graph Public IP ingests' + ingestTimeOffset: 'PT1H33M' + ingestFrequency: 'Day' + ingestJobId: argPublicIPIngestJobId + exportSchedule: argExportsScheduleName + exportJobId: argPublicIPExportJobId + } + { + runbookName: argSqlDbExportsRunbookName + isOneToMany: false + containerName: 'argsqldbexports' + variableName: 'AzureOptimization_ARGSqlDatabaseContainer' + variableDescription: 'The Storage Account container where Azure Resource Graph SQL DB exports are dumped to' + ingestSchedule: 'AzureOptimization_IngestARGSqlDbDaily' + ingestDescription: 'Daily Azure Resource Graph SQL DB ingests' + ingestTimeOffset: 'PT1H33M' + ingestFrequency: 'Day' + ingestJobId: argSqlDbIngestJobId + exportSchedule: argExportsScheduleName + exportJobId: argSqlDbExportJobId + } + { + runbookName: policyStateExportsRunbookName + isOneToMany: false + containerName: 'policystateexports' + variableName: 'AzureOptimization_PolicyStatesContainer' + variableDescription: 'The Storage Account container where Azure Policy State exports are dumped to' + ingestSchedule: 'AzureOptimization_IngestPolicyStateDaily' + ingestDescription: 'Daily Azure Policy State ingests' + ingestTimeOffset: 'PT1H33M' + ingestFrequency: 'Day' + ingestJobId: policyStateIngestJobId + exportSchedule: policyStateExportsScheduleName + exportJobId: policyStateExportJobId + } + { + runbookName: monitorExportsRunbookName + isOneToMany: true + containerName: 'azmonitorexports' + variableName: 'AzureOptimization_AzMonitorContainer' + variableDescription: 'The Storage Account container where Azure Monitor metrics exports are dumped to' + ingestSchedule: 'AzureOptimization_IngestAzMonitorMetricsHourly' + ingestDescription: 'Hourly Azure Monitor metrics ingests' + ingestTimeOffset: 'PT2H' + ingestFrequency: 'Hour' + ingestJobId: monitorIngestJobId + exportSchedule: null + exportJobId: 'dummy' + } + { + runbookName: argAppServicePlanExportsRunbookName + isOneToMany: false + containerName: 'argappserviceplanexports' + variableName: 'AzureOptimization_ARGAppServicePlanContainer' + variableDescription: 'The Storage Account container where Azure Resource Graph App Service Plan exports are dumped to' + ingestSchedule: 'AzureOptimization_IngestARGAppServicePlanDaily' + ingestDescription: 'Daily Azure Resource Graph App Service Plan ingests' + ingestTimeOffset: 'PT1H34M' + ingestFrequency: 'Day' + ingestJobId: argAppServicePlanIngestJobId + exportSchedule: argExportsScheduleName + exportJobId: argAppServicePlanExportJobId + } + { + runbookName: priceSheetExportsRunbookName + isOneToMany: false + containerName: 'pricesheetexports' + variableName: 'AzureOptimization_PriceSheetContainer' + variableDescription: 'The Storage Account container where Pricesheet exports are dumped to' + ingestSchedule: 'AzureOptimization_IngestPricesheetWeekly' + ingestDescription: 'Weekly Pricesheet ingests' + ingestTimeOffset: 'PT2H' + ingestFrequency: 'Week' + ingestJobId: pricesheetIngestJobId + exportSchedule: priceExportsScheduleName + exportJobId: pricesheetExportJobId + } + { + runbookName: reservationsPriceExportsRunbookName + isOneToMany: false + containerName: 'reservationspriceexports' + variableName: 'AzureOptimization_ReservationsPriceContainer' + variableDescription: 'The Storage Account container where Reservations Prices exports are dumped to' + ingestSchedule: 'AzureOptimization_IngestReservationsPriceWeekly' + ingestDescription: 'Weekly Reservations Prices ingests' + ingestTimeOffset: 'PT2H' + ingestFrequency: 'Week' + ingestJobId: reservationPricesIngestJobId + exportSchedule: priceExportsScheduleName + exportJobId: reservationPricesExportJobId + } + { + runbookName: reservationsExportsRunbookName + isOneToMany: false + containerName: 'reservationsexports' + variableName: 'AzureOptimization_ReservationsContainer' + variableDescription: 'The Storage Account container where Reservations Usage exports are dumped to' + ingestSchedule: 'AzureOptimization_IngestReservationsUsageDaily' + ingestDescription: 'Daily Reservations Usage ingests' + ingestTimeOffset: 'PT2H30M' + ingestFrequency: 'Day' + ingestJobId: reservationUsageIngestJobId + exportSchedule: reservationsUsageExportsScheduleName + exportJobId: reservationUsageExportJobId + } + { + runbookName: savingsPlansExportsRunbookName + isOneToMany: false + containerName: 'savingsplansexports' + variableName: 'AzureOptimization_SavingsPlansContainer' + variableDescription: 'The Storage Account container where Savings Plans Usage exports are dumped to' + ingestSchedule: 'AzureOptimization_IngestSavingsPlansUsageDaily' + ingestDescription: 'Daily Savings Plans Usage ingests' + ingestTimeOffset: 'PT2H35M' + ingestFrequency: 'Day' + ingestJobId: savingsPlansUsageIngestJobId + exportSchedule: savingsPlansUsageExportsScheduleName + exportJobId: savingsPlansUsageExportJobId + } +] +var csvParameterizedExports = [ + { + runbookName: monitorExportsRunbookName + exportSchedule: monitorVmssCpuMaxExportsScheduleName + exportJobId: monitorVmssCpuMaxExportJobId + parameters: { + ResourceType: 'microsoft.compute/virtualmachinescalesets' + TimeSpan: '01:00:00' + aggregationType: 'Maximum' + MetricNames: 'Percentage CPU' + TimeGrain: '01:00:00' + } + } + { + runbookName: monitorExportsRunbookName + exportSchedule: monitorVmssCpuAvgExportsScheduleName + exportJobId: monitorVmssCpuAvgExportJobId + parameters: { + ResourceType: 'microsoft.compute/virtualmachinescalesets' + TimeSpan: '01:00:00' + aggregationType: 'Average' + MetricNames: 'Percentage CPU' + TimeGrain: '01:00:00' + } + } + { + runbookName: monitorExportsRunbookName + exportSchedule: monitorVmssMemoryMinExportsScheduleName + exportJobId: monitorVmssMemoryMinExportJobId + parameters: { + ResourceType: 'microsoft.compute/virtualmachinescalesets' + TimeSpan: '01:00:00' + aggregationType: 'Minimum' + MetricNames: 'Available Memory Bytes' + TimeGrain: '01:00:00' + } + } + { + runbookName: monitorExportsRunbookName + exportSchedule: monitorSqlDbDtuMaxExportsScheduleName + exportJobId: monitorSqlDbDtuMaxExportJobId + parameters: { + ResourceType: 'microsoft.sql/servers/databases' + ARGFilter: 'sku.tier in (\'Standard\',\'Premium\')' + TimeSpan: '01:00:00' + aggregationType: 'Maximum' + MetricNames: 'dtu_consumption_percent' + TimeGrain: '01:00:00' + } + } + { + runbookName: monitorExportsRunbookName + exportSchedule: monitorSqlDbDtuAvgExportsScheduleName + exportJobId: monitorSqlDbDtuAvgExportJobId + parameters: { + ResourceType: 'microsoft.sql/servers/databases' + ARGFilter: 'sku.tier in (\'Standard\',\'Premium\')' + TimeSpan: '01:00:00' + aggregationType: 'Average' + AggregationOfType: 'Maximum' + MetricNames: 'dtu_consumption_percent' + TimeGrain: '00:01:00' + } + } + { + runbookName: monitorExportsRunbookName + exportSchedule: monitorAppServiceCpuMaxExportsScheduleName + exportJobId: monitorAppServiceCpuMaxExportJobId + parameters: { + ResourceType: 'microsoft.web/serverfarms' + ARGFilter: 'properties.computeMode == \'Dedicated\' and sku.tier != \'Free\'' + TimeSpan: '01:00:00' + aggregationType: 'Maximum' + MetricNames: 'CpuPercentage' + TimeGrain: '01:00:00' + } + } + { + runbookName: monitorExportsRunbookName + exportSchedule: monitorAppServiceCpuAvgExportsScheduleName + exportJobId: monitorAppServiceCpuAvgExportJobId + parameters: { + ResourceType: 'microsoft.web/serverfarms' + ARGFilter: 'properties.computeMode == \'Dedicated\' and sku.tier != \'Free\'' + TimeSpan: '01:00:00' + aggregationType: 'Average' + AggregationOfType: 'Maximum' + MetricNames: 'CpuPercentage' + TimeGrain: '00:01:00' + } + } + { + runbookName: monitorExportsRunbookName + exportSchedule: monitorAppServiceMemoryMaxExportsScheduleName + exportJobId: monitorAppServiceMemoryMaxExportJobId + parameters: { + ResourceType: 'microsoft.web/serverfarms' + ARGFilter: 'properties.computeMode == \'Dedicated\' and sku.tier != \'Free\'' + TimeSpan: '01:00:00' + aggregationType: 'Maximum' + MetricNames: 'MemoryPercentage' + TimeGrain: '01:00:00' + } + } + { + runbookName: monitorExportsRunbookName + exportSchedule: monitorAppServiceMemoryAvgExportsScheduleName + exportJobId: monitorAppServiceMemoryAvgExportJobId + parameters: { + ResourceType: 'microsoft.web/serverfarms' + ARGFilter: 'properties.computeMode == \'Dedicated\' and sku.tier != \'Free\'' + TimeSpan: '01:00:00' + aggregationType: 'Average' + AggregationOfType: 'Maximum' + MetricNames: 'MemoryPercentage' + TimeGrain: '00:01:00' + } + } + { + runbookName: monitorExportsRunbookName + exportSchedule: monitorDiskIOPSAvgExportsScheduleName + exportJobId: monitorDiskIOPSAvgExportJobId + parameters: { + ResourceType: 'microsoft.compute/disks' + ARGFilter: 'sku.name startswith \'Premium_\' and properties.diskState =~ \'Attached\'' + TimeSpan: '01:00:00' + aggregationType: 'Average' + AggregationOfType: 'Maximum' + MetricNames: 'Composite Disk Read Operations/sec,Composite Disk Write Operations/sec' + TimeGrain: '00:01:00' + } + } + { + runbookName: monitorExportsRunbookName + exportSchedule: monitorDiskMBPsAvgExportsScheduleName + exportJobId: monitorDiskMBPsAvgExportJobId + parameters: { + ResourceType: 'microsoft.compute/disks' + ARGFilter: 'sku.name startswith \'Premium_\' and properties.diskState =~ \'Attached\'' + TimeSpan: '01:00:00' + aggregationType: 'Average' + AggregationOfType: 'Maximum' + MetricNames: 'Composite Disk Read Bytes/sec,Composite Disk Write Bytes/sec' + TimeGrain: '00:01:00' + } + } +] +var unattachedDisksRecommendationsRunbookName = 'Recommend-UnattachedDisksToBlobStorage' +var advisorCostAugmentedRecommendationsRunbookName = 'Recommend-AdvisorCostAugmentedToBlobStorage' +var advisorAsIsRecommendationsRunbookName = 'Recommend-AdvisorAsIsToBlobStorage' +var vmsHARecommendationsRunbookName = 'Recommend-VMsHighAvailabilityToBlobStorage' +var vmOptimizationsRecommendationsRunbookName = 'Recommend-VMOptimizationsToBlobStorage' +var aadExpiringCredsRecommendationsRunbookName = 'Recommend-AADExpiringCredentialsToBlobStorage' +var unusedLBsRecommendationsRunbookName = 'Recommend-UnusedLoadBalancersToBlobStorage' +var unusedAppGWsRecommendationsRunbookName = 'Recommend-UnusedAppGWsToBlobStorage' +var armOptimizationsRecommendationsRunbookName = 'Recommend-ARMOptimizationsToBlobStorage' +var vnetOptimizationsRecommendationsRunbookName = 'Recommend-VNetOptimizationsToBlobStorage' +var vmssOptimizationsRecommendationsRunbookName = 'Recommend-VMSSOptimizationsToBlobStorage' +var sqldbOptimizationsRecommendationsRunbookName = 'Recommend-SqlDbOptimizationsToBlobStorage' +var storageOptimizationsRecommendationsRunbookName = 'Recommend-StorageAccountOptimizationsToBlobStorage' +var appServiceOptimizationsRecommendationsRunbookName = 'Recommend-AppServiceOptimizationsToBlobStorage' +var diskOptimizationsRecommendationsRunbookName = 'Recommend-DiskOptimizationsToBlobStorage' +var cleanUpOlderRecommendationsRunbookName = 'CleanUp-OlderRecommendationsFromSqlServer' +var recommendations = [ + { + recommendationJobId: unattachedDisksRecommendationJobId + runbookName: unattachedDisksRecommendationsRunbookName + } + { + recommendationJobId: advisorCostAugmentedRecommendationJobId + runbookName: advisorCostAugmentedRecommendationsRunbookName + } + { + recommendationJobId: advisorAsIsRecommendationJobId + runbookName: advisorAsIsRecommendationsRunbookName + } + { + recommendationJobId: vmsHaRecommendationJobId + runbookName: vmsHARecommendationsRunbookName + } + { + recommendationJobId: vmOptimizationsRecommendationJobId + runbookName: vmOptimizationsRecommendationsRunbookName + } + { + recommendationJobId: aadExpiringCredsRecommendationJobId + runbookName: aadExpiringCredsRecommendationsRunbookName + } + { + recommendationJobId: unusedLoadBalancersRecommendationJobId + runbookName: unusedLBsRecommendationsRunbookName + } + { + recommendationJobId: unusedAppGWsRecommendationJobId + runbookName: unusedAppGWsRecommendationsRunbookName + } + { + recommendationJobId: armOptimizationsRecommendationJobId + runbookName: armOptimizationsRecommendationsRunbookName + } + { + recommendationJobId: vnetOptimizationsRecommendationJobId + runbookName: vnetOptimizationsRecommendationsRunbookName + } + { + recommendationJobId: vmssOptimizationsRecommendationJobId + runbookName: vmssOptimizationsRecommendationsRunbookName + } + { + recommendationJobId: sqldbOptimizationsRecommendationJobId + runbookName: sqldbOptimizationsRecommendationsRunbookName + } + { + recommendationJobId: storageOptimizationsRecommendationJobId + runbookName: storageOptimizationsRecommendationsRunbookName + } + { + recommendationJobId: appServiceOptimizationsRecommendationJobId + runbookName: appServiceOptimizationsRecommendationsRunbookName + } + { + recommendationJobId: diskOptimizationsRecommendationJobId + runbookName: diskOptimizationsRecommendationsRunbookName + } +] +var remediationLogsContainerName = 'remediationlogs' +var recommendationsContainerName = 'recommendationsexports' +var csvIngestRunbookName = 'Ingest-OptimizationCSVExportsToLogAnalytics' +var recommendationsIngestRunbookName = 'Ingest-RecommendationsToSQLServer' +var recommendationsLogAnalyticsIngestRunbookName = 'Ingest-RecommendationsToLogAnalytics' +var suppressionsLogAnalyticsIngestRunbookName = 'Ingest-SuppressionsToLogAnalytics' +var advisorRightSizeFilteredRemediationRunbookName = 'Remediate-AdvisorRightSizeFiltered' +var longDeallocatedVMsFilteredRemediationRunbookName = 'Remediate-LongDeallocatedVMsFiltered' +var unattachedDisksFilteredRemediationRunbookName = 'Remediate-UnattachedDisksFiltered' +var remediationLogsIngestScheduleName = 'AzureOptimization_IngestRemediationLogsDaily' +var recommendationsScheduleName = 'AzureOptimization_RecommendationsWeekly' +var recommendationsIngestScheduleName = 'AzureOptimization_IngestRecommendationsWeekly' +var suppressionsIngestScheduleName = 'AzureOptimization_IngestSuppressionsWeekly' +var recommendationsCleanUpScheduleName = 'AzureOptimization_CleanUpRecommendationsWeekly' +var Az_Accounts = { + name: 'Az.Accounts' + url: 'https://www.powershellgallery.com/api/v2/package/Az.Accounts/2.12.1' +} +var Microsoft_Graph_Authentication = { + name: 'Microsoft.Graph.Authentication' + url: 'https://www.powershellgallery.com/api/v2/package/Microsoft.Graph.Authentication/2.4.0' +} +var psModules = [ + { + name: 'Az.Compute' + url: 'https://www.powershellgallery.com/api/v2/package/Az.Compute/5.7.0' + } + { + name: 'Az.OperationalInsights' + url: 'https://www.powershellgallery.com/api/v2/package/Az.OperationalInsights/3.2.0' + } + { + name: 'Az.ResourceGraph' + url: 'https://www.powershellgallery.com/api/v2/package/Az.ResourceGraph/0.13.0' + } + { + name: 'Az.Storage' + url: 'https://www.powershellgallery.com/api/v2/package/Az.Storage/5.5.0' + } + { + name: 'Az.Resources' + url: 'https://www.powershellgallery.com/api/v2/package/Az.Resources/6.6.0' + } + { + name: 'Az.Monitor' + url: 'https://www.powershellgallery.com/api/v2/package/Az.Monitor/4.4.1' + } + { + name: 'Az.PolicyInsights' + url: 'https://www.powershellgallery.com/api/v2/package/Az.PolicyInsights/1.6.0' + } + { + name: 'Microsoft.Graph.Users' + url: 'https://www.powershellgallery.com/api/v2/package/Microsoft.Graph.Users/2.4.0' + } + { + name: 'Microsoft.Graph.Groups' + url: 'https://www.powershellgallery.com/api/v2/package/Microsoft.Graph.Groups/2.4.0' + } + { + name: 'Microsoft.Graph.Applications' + url: 'https://www.powershellgallery.com/api/v2/package/Microsoft.Graph.Applications/2.4.0' + } + { + name: 'Microsoft.Graph.Identity.DirectoryManagement' + url: 'https://www.powershellgallery.com/api/v2/package/Microsoft.Graph.Identity.DirectoryManagement/2.4.0' + } +] +var runbooks = [ + { + name: advisorExportsRunbookName + version: '1.4.3.0' + description: 'Exports Azure Advisor recommendations to Blob Storage using the Advisor API' + type: 'PowerShell' + scriptUri: uri(templateLocation, 'runbooks/data-collection/${advisorExportsRunbookName}.ps1') + } + { + name: argDisksExportsRunbookName + version: '1.3.5.0' + description: 'Exports Managed Disks properties to Blob Storage using Azure Resource Graph' + type: 'PowerShell' + scriptUri: uri(templateLocation, 'runbooks/data-collection/${argDisksExportsRunbookName}.ps1') + } + { + name: argVhdExportsRunbookName + version: '1.1.5.0' + description: 'Exports Unmanaged Disks (owned by a VM) properties to Blob Storage using Azure Resource Graph' + type: 'PowerShell' + scriptUri: uri(templateLocation, 'runbooks/data-collection/${argVhdExportsRunbookName}.ps1') + } + { + name: argVmExportsRunbookName + version: '1.4.5.0' + description: 'Exports Virtual Machine properties to Blob Storage using Azure Resource Graph' + type: 'PowerShell' + scriptUri: uri(templateLocation, 'runbooks/data-collection/${argVmExportsRunbookName}.ps1') + } + { + name: argVmssExportsRunbookName + version: '1.0.3.0' + description: 'Exports VMSS properties to Blob Storage using Azure Resource Graph' + type: 'PowerShell' + scriptUri: uri(templateLocation, 'runbooks/data-collection/${argVmssExportsRunbookName}.ps1') + } + { + name: argAvailSetExportsRunbookName + version: '1.1.5.0' + description: 'Exports Availability Set properties to Blob Storage using Azure Resource Graph' + type: 'PowerShell' + scriptUri: uri(templateLocation, 'runbooks/data-collection/${argAvailSetExportsRunbookName}.ps1') + } + { + name: consumptionExportsRunbookName + version: '2.1.1.0' + description: 'Exports Azure Consumption events to Blob Storage using Azure Consumption API' + type: 'PowerShell' + scriptUri: uri(templateLocation, 'runbooks/data-collection/${consumptionExportsRunbookName}.ps1') + } + { + name: aadObjectsExportsRunbookName + version: '1.3.1.0' + description: 'Exports Azure AAD Objects to Blob Storage using Azure ARM API' + type: 'PowerShell' + scriptUri: uri(templateLocation, 'runbooks/data-collection/${aadObjectsExportsRunbookName}.ps1') + } + { + name: argLoadBalancersExportsRunbookName + version: '1.1.5.0' + description: 'Exports Load Balancer properties to Blob Storage using Azure Resource Graph' + type: 'PowerShell' + scriptUri: uri(templateLocation, 'runbooks/data-collection/${argLoadBalancersExportsRunbookName}.ps1') + } + { + name: argAppGWsExportsRunbookName + version: '1.1.5.0' + description: 'Exports Application Gateway properties to Blob Storage using Azure Resource Graph' + type: 'PowerShell' + scriptUri: uri(templateLocation, 'runbooks/data-collection/${argAppGWsExportsRunbookName}.ps1') + } + { + name: argResContainersExportsRunbookName + version: '1.0.6.0' + description: 'Exports Resource Containers properties to Blob Storage using Azure Resource Graph' + type: 'PowerShell' + scriptUri: uri(templateLocation, 'runbooks/data-collection/${argResContainersExportsRunbookName}.ps1') + } + { + name: rbacExportsRunbookName + version: '1.1.1.0' + description: 'Exports RBAC assignments to Blob Storage using ARM and Microsoft Entra' + type: 'PowerShell' + scriptUri: uri(templateLocation, 'runbooks/data-collection/${rbacExportsRunbookName}.ps1') + } + { + name: argNICExportsRunbookName + version: '1.0.3.0' + description: 'Exports NIC properties to Blob Storage using Azure Resource Graph' + type: 'PowerShell' + scriptUri: uri(templateLocation, 'runbooks/data-collection/${argNICExportsRunbookName}.ps1') + } + { + name: argNSGExportsRunbookName + version: '1.0.3.0' + description: 'Exports NSG properties to Blob Storage using Azure Resource Graph' + type: 'PowerShell' + scriptUri: uri(templateLocation, 'runbooks/data-collection/${argNSGExportsRunbookName}.ps1') + } + { + name: argPublicIpExportsRunbookName + version: '1.0.3.0' + description: 'Exports Public IP properties to Blob Storage using Azure Resource Graph' + type: 'PowerShell' + scriptUri: uri(templateLocation, 'runbooks/data-collection/${argPublicIpExportsRunbookName}.ps1') + } + { + name: argVNetExportsRunbookName + version: '1.0.3.0' + description: 'Exports VNet properties to Blob Storage using Azure Resource Graph' + type: 'PowerShell' + scriptUri: uri(templateLocation, 'runbooks/data-collection/${argVNetExportsRunbookName}.ps1') + } + { + name: argSqlDbExportsRunbookName + version: '1.0.3.0' + description: 'Exports SQL DB properties to Blob Storage using Azure Resource Graph' + type: 'PowerShell' + scriptUri: uri(templateLocation, 'runbooks/data-collection/${argSqlDbExportsRunbookName}.ps1') + } + { + name: policyStateExportsRunbookName + version: '1.0.4.0' + description: 'Exports Azure Policy State to Blob Storage' + type: 'PowerShell' + scriptUri: uri(templateLocation, 'runbooks/data-collection/${policyStateExportsRunbookName}.ps1') + } + { + name: monitorExportsRunbookName + version: '1.0.3.0' + description: 'Exports Azure Monitor metrics to Blob Storage' + type: 'PowerShell' + scriptUri: uri(templateLocation, 'runbooks/data-collection/${monitorExportsRunbookName}.ps1') + } + { + name: argAppServicePlanExportsRunbookName + version: '1.0.2.0' + description: 'Exports App Service Plan properties to Blob Storage using Azure Resource Graph' + type: 'PowerShell' + scriptUri: uri(templateLocation, 'runbooks/data-collection/${argAppServicePlanExportsRunbookName}.ps1') + } + { + name: reservationsExportsRunbookName + version: '1.1.3.0' + description: 'Exports Reservations Usage to Blob Storage using the EA or MCA APIs' + type: 'PowerShell' + scriptUri: uri(templateLocation, 'runbooks/data-collection/${reservationsExportsRunbookName}.ps1') + } + { + name: reservationsPriceExportsRunbookName + version: '1.0.2.0' + description: 'Exports Reservations Prices to Blob Storage using the Retail Prices API' + type: 'PowerShell' + scriptUri: uri(templateLocation, 'runbooks/data-collection/${reservationsPriceExportsRunbookName}.ps1') + } + { + name: priceSheetExportsRunbookName + version: '1.1.2.0' + description: 'Exports Price Sheet to Blob Storage using the EA or MCA APIs' + type: 'PowerShell' + scriptUri: uri(templateLocation, 'runbooks/data-collection/${priceSheetExportsRunbookName}.ps1') + } + { + name: savingsPlansExportsRunbookName + version: '1.0.2.0' + description: 'Exports Savings Plans Usage to Blob Storage using the EA or MCA APIs' + type: 'PowerShell' + scriptUri: uri(templateLocation, 'runbooks/data-collection/${savingsPlansExportsRunbookName}.ps1') + } + { + name: csvIngestRunbookName + version: '1.6.2.0' + description: 'Ingests CSV blobs as custom logs to Log Analytics' + type: 'PowerShell' + scriptUri: uri(templateLocation, 'runbooks/data-collection/${csvIngestRunbookName}.ps1') + } + { + name: unattachedDisksRecommendationsRunbookName + version: '2.5.1.0' + description: 'Generates unattached disks recommendations' + type: 'PowerShell' + scriptUri: uri(templateLocation, 'runbooks/recommendations/${unattachedDisksRecommendationsRunbookName}.ps1') + } + { + name: advisorCostAugmentedRecommendationsRunbookName + version: '2.10.1.0' + description: 'Generates augmented Advisor Cost recommendations' + type: 'PowerShell' + scriptUri: uri(templateLocation, 'runbooks/recommendations/${advisorCostAugmentedRecommendationsRunbookName}.ps1') + } + { + name: advisorAsIsRecommendationsRunbookName + version: '1.6.1.0' + description: 'Generates all types of Advisor recommendations' + type: 'PowerShell' + scriptUri: uri(templateLocation, 'runbooks/recommendations/${advisorAsIsRecommendationsRunbookName}.ps1') + } + { + name: vmsHARecommendationsRunbookName + version: '1.1.1.0' + description: 'Generates VMs High Availability recommendations' + type: 'PowerShell' + scriptUri: uri(templateLocation, 'runbooks/recommendations/${vmsHARecommendationsRunbookName}.ps1') + } + { + name: vmOptimizationsRecommendationsRunbookName + version: '1.1.1.0' + description: 'Generates VM optimizations recommendations' + type: 'PowerShell' + scriptUri: uri(templateLocation, 'runbooks/recommendations/${vmOptimizationsRecommendationsRunbookName}.ps1') + } + { + name: aadExpiringCredsRecommendationsRunbookName + version: '1.2.1.0' + description: 'Generates AAD Objects with expiring credentials recommendations' + type: 'PowerShell' + scriptUri: uri(templateLocation, 'runbooks/recommendations/${aadExpiringCredsRecommendationsRunbookName}.ps1') + } + { + name: unusedLBsRecommendationsRunbookName + version: '1.3.1.0' + description: 'Generates unused Load Balancers recommendations' + type: 'PowerShell' + scriptUri: uri(templateLocation, 'runbooks/recommendations/${unusedLBsRecommendationsRunbookName}.ps1') + } + { + name: unusedAppGWsRecommendationsRunbookName + version: '1.3.1.0' + description: 'Generates unused Application Gateways recommendations' + type: 'PowerShell' + scriptUri: uri(templateLocation, 'runbooks/recommendations/${unusedAppGWsRecommendationsRunbookName}.ps1') + } + { + name: armOptimizationsRecommendationsRunbookName + version: '1.1.1.0' + description: 'Generates ARM optimizations recommendations' + type: 'PowerShell' + scriptUri: uri(templateLocation, 'runbooks/recommendations/${armOptimizationsRecommendationsRunbookName}.ps1') + } + { + name: vnetOptimizationsRecommendationsRunbookName + version: '1.1.1.0' + description: 'Generates Virtual Network optimizations recommendations' + type: 'PowerShell' + scriptUri: uri(templateLocation, 'runbooks/recommendations/${vnetOptimizationsRecommendationsRunbookName}.ps1') + } + { + name: vmssOptimizationsRecommendationsRunbookName + version: '1.2.1.0' + description: 'Generates VM Scale Set optimizations recommendations' + type: 'PowerShell' + scriptUri: uri(templateLocation, 'runbooks/recommendations/${vmssOptimizationsRecommendationsRunbookName}.ps1') + } + { + name: sqldbOptimizationsRecommendationsRunbookName + version: '1.2.1.0' + description: 'Generates SQL DB optimizations recommendations' + type: 'PowerShell' + scriptUri: uri(templateLocation, 'runbooks/recommendations/${sqldbOptimizationsRecommendationsRunbookName}.ps1') + } + { + name: storageOptimizationsRecommendationsRunbookName + version: '1.1.1.0' + description: 'Generates Storage Account optimizations recommendations' + type: 'PowerShell' + scriptUri: uri(templateLocation, 'runbooks/recommendations/${storageOptimizationsRecommendationsRunbookName}.ps1') + } + { + name: appServiceOptimizationsRecommendationsRunbookName + version: '1.1.1.0' + description: 'Generates App Service optimizations recommendations' + type: 'PowerShell' + scriptUri: uri(templateLocation, 'runbooks/recommendations/${appServiceOptimizationsRecommendationsRunbookName}.ps1') + } + { + name: diskOptimizationsRecommendationsRunbookName + version: '1.2.1.0' + description: 'Generates Disk optimizations recommendations' + type: 'PowerShell' + scriptUri: uri(templateLocation, 'runbooks/recommendations/${diskOptimizationsRecommendationsRunbookName}.ps1') + } + { + name: recommendationsIngestRunbookName + version: '1.7.1.0' + description: 'Ingests JSON-based recommendations into an Azure SQL Database' + type: 'PowerShell' + scriptUri: uri(templateLocation, 'runbooks/recommendations/${recommendationsIngestRunbookName}.ps1') + } + { + name: recommendationsLogAnalyticsIngestRunbookName + version: '1.1.1.0' + description: 'Ingests JSON-based recommendations into Log Analytics' + type: 'PowerShell' + scriptUri: uri(templateLocation, 'runbooks/recommendations/${recommendationsLogAnalyticsIngestRunbookName}.ps1') + } + { + name: suppressionsLogAnalyticsIngestRunbookName + version: '1.1.0.0' + description: 'Ingests suppressions into Log Analytics' + type: 'PowerShell' + scriptUri: uri(templateLocation, 'runbooks/recommendations/${suppressionsLogAnalyticsIngestRunbookName}.ps1') + } + { + name: advisorRightSizeFilteredRemediationRunbookName + version: '1.3.1.0' + description: 'Remediates Azure Advisor right-size recommendations given fit and tag filters' + type: 'PowerShell' + scriptUri: uri(templateLocation, 'runbooks/remediations/${advisorRightSizeFilteredRemediationRunbookName}.ps1') + } + { + name: longDeallocatedVMsFilteredRemediationRunbookName + version: '1.1.1.0' + description: 'Remediates long-deallocated VMs recommendations given fit and tag filters' + type: 'PowerShell' + scriptUri: uri(templateLocation, 'runbooks/remediations/${longDeallocatedVMsFilteredRemediationRunbookName}.ps1') + } + { + name: unattachedDisksFilteredRemediationRunbookName + version: '1.1.1.0' + description: 'Remediates unattached disks recommendations given fit and tag filters' + type: 'PowerShell' + scriptUri: uri(templateLocation, 'runbooks/remediations/${unattachedDisksFilteredRemediationRunbookName}.ps1') + } + { + name: cleanUpOlderRecommendationsRunbookName + version: '1.1.0.0' + description: 'Cleans up older recommendations from SQL Database' + type: 'PowerShell' + scriptUri: uri(templateLocation, 'runbooks/maintenance/${cleanUpOlderRecommendationsRunbookName}.ps1') + } +] +var automationVariables = [ + { + name: 'AzureOptimization_CloudEnvironment' + description: 'Azure Cloud environment (e.g., AzureCloud, AzureChinaCloud, etc.)' + value: '"${cloudEnvironment}"' + } + { + name: 'AzureOptimization_AuthenticationOption' + description: 'Runbook authentication type (RunAsAccount or ManagedIdentity)' + value: '"${authenticationOption}"' + } + { + name: 'AzureOptimization_StorageSink' + description: 'The Azure Storage Account where data source exports are dumped to' + value: '"${storageAccountName}"' + } + { + name: 'AzureOptimization_ConsumptionOffsetDays' + description: 'The offset (in days) for querying for consumption data' + value: 3 + } + { + name: 'AzureOptimization_AdvisorFilter' + description: 'The category filter to use for Azure Advisor (non-Cost) recommendations exports' + value: '"HighAvailability,Security,Performance,OperationalExcellence"' + } + { + name: 'AzureOptimization_ReferenceRegion' + description: 'The Azure region used as a reference for getting details about Azure VM sizes available' + value: '"${projectLocation}"' + } + { + name: 'AzureOptimization_SQLServerDatabase' + description: 'The Azure SQL Database name for the ingestion control and recommendations tables' + value: '"${sqlDatabaseName}"' + } + { + name: 'AzureOptimization_LogAnalyticsChunkSize' + description: 'The size (in rows) for each chunk of Log Analytics ingestion request' + value: 6000 + } + { + name: 'AzureOptimization_StorageBlobsPageSize' + description: 'The size (in blobs count) for each page of Storage Account container blob listing' + value: 1000 + } + { + name: 'AzureOptimization_SQLServerInsertSize' + description: 'The size (in inserted lines) for each page of recommendations ingestion into the SQL Database' + value: 900 + } + { + name: 'AzureOptimization_LogAnalyticsLogPrefix' + description: 'The prefix for all Azure Optimization custom log tables in Log Analytics' + value: '"AzureOptimization"' + } + { + name: 'AzureOptimization_LogAnalyticsWorkspaceName' + description: 'The Log Analytics Workspace Name where optimization data will be ingested' + value: '"${logAnalyticsWorkspaceName}"' + } + { + name: 'AzureOptimization_LogAnalyticsWorkspaceRG' + description: 'The resource group for the Log Analytics Workspace where optimization data will be ingested' + value: '"${((!logAnalyticsReuse) ? resourceGroup().name : logAnalyticsWorkspaceRG)}"' + } + { + name: 'AzureOptimization_LogAnalyticsWorkspaceSubId' + description: 'The Azure subscription for the Log Analytics Workspace where optimization data will be ingested' + value: '"${subscription().subscriptionId}"' + } + { + name: 'AzureOptimization_LogAnalyticsWorkspaceTenantId' + description: 'The Microsoft Entra tenant for the Log Analytics Workspace where optimization data will be ingested' + value: '"${subscription().tenantId}"' + } + { + name: 'AzureOptimization_PriceSheetMeterCategories' + description: 'Comma-separated meter categories to be included in the Price Sheet (remove variable to include all categories)' + value: '"Virtual Machines,Storage"' + } + { + name: 'AzureOptimization_RetailPricesCurrencyCode' + description: 'The currency code to be used for the retail prices exports (used for Reservations prices)' + value: '"EUR"' + } + { + name: 'AzureOptimization_RecommendAdvisorPeriodInDays' + description: 'The period (in days) to look back for Advisor exported recommendations' + value: 7 + } + { + name: 'AzureOptimization_RecommendationLongDeallocatedVmsIntervalDays' + description: 'The period (in days) for considering a VM long deallocated' + value: 30 + } + { + name: 'AzureOptimization_PerfPercentileCpu' + description: 'The percentile to be used for processor metrics' + value: 99 + } + { + name: 'AzureOptimization_PerfPercentileMemory' + description: 'The percentile to be used for memory metrics' + value: 99 + } + { + name: 'AzureOptimization_PerfPercentileNetwork' + description: 'The percentile to be used for network metrics' + value: 99 + } + { + name: 'AzureOptimization_PerfPercentileDisk' + description: 'The percentile to be used for disk metrics' + value: 99 + } + { + name: 'AzureOptimization_PerfPercentileSqlDtu' + description: 'The percentile to be used for SQL DB DTU metrics' + value: 99 + } + { + name: 'AzureOptimization_PerfThresholdCpuPercentage' + description: 'The processor usage percentage threshold above which the fit score is decreased or below which the instance is considered underutilized' + value: 30 + } + { + name: 'AzureOptimization_PerfThresholdMemoryPercentage' + description: 'The memory usage percentage threshold above which the fit score is decreased or below which the instance is considered underutilized' + value: 50 + } + { + name: 'AzureOptimization_PerfThresholdCpuDegradedMaxPercentage' + description: 'The maximum processor usage percentage threshold above which the instance is considered degraded' + value: 95 + } + { + name: 'AzureOptimization_PerfThresholdCpuDegradedAvgPercentage' + description: 'The average processor usage percentage threshold above which the instance is considered degraded' + value: 75 + } + { + name: 'AzureOptimization_PerfThresholdMemoryDegradedPercentage' + description: 'The memory usage percentage threshold above which the instance is considered degraded' + value: 90 + } + { + name: 'AzureOptimization_PerfThresholdNetworkMbps' + description: 'The network usage threshold (in Mbps) above which the fit score is decreased' + value: 750 + } + { + name: 'AzureOptimization_PerfThresholdCpuShutdownPercentage' + description: 'The processor usage percentage threshold above which the fit score is decreased (shutdown scenarios)' + value: 5 + } + { + name: 'AzureOptimization_PerfThresholdMemoryShutdownPercentage' + description: 'The memory usage percentage threshold above which the fit score is decreased (shutdown scenarios)' + value: 100 + } + { + name: 'AzureOptimization_PerfThresholdNetworkShutdownMbps' + description: 'The network usage threshold (in Mbps) above which the fit score is decreased (shutdown scenarios)' + value: 10 + } + { + name: 'AzureOptimization_PerfThresholdDtuPercentage' + description: 'The DTU usage percentage threshold below which a SQL Database instance is considered underutilized' + value: 40 + } + { + name: 'AzureOptimization_PerfThresholdDtuDegradedPercentage' + description: 'The DTU usage percentage threshold above which a SQL Database instance is considered performance degraded' + value: 75 + } + { + name: 'AzureOptimization_PerfThresholdDiskIOPSPercentage' + description: 'The IOPS usage percentage threshold below which a Disk is considered underutilized' + value: 5 + } + { + name: 'AzureOptimization_PerfThresholdDiskMBsPercentage' + description: 'The throughput (MBps) usage percentage threshold below which a Disk is considered underutilized' + value: 5 + } + { + name: 'AzureOptimization_RemediateRightSizeMinFitScore' + description: 'The minimum fit score for right-size remediation' + value: '"5.0"' + } + { + name: 'AzureOptimization_RemediateRightSizeMinWeeksInARow' + description: 'The minimum number of weeks in a row required for a right-size recommendation to be remediated' + value: 4 + } + { + name: 'AzureOptimization_RecommendationAdvisorCostRightSizeId' + description: 'The Azure Advisor VM right-size recommendation ID' + value: '"e10b1381-5f0a-47ff-8c7b-37bd13d7c974"' + } + { + name: 'AzureOptimization_RemediateLongDeallocatedVMsMinFitScore' + description: 'The minimum fit score for long-deallocated VM remediation' + value: '"5.0"' + } + { + name: 'AzureOptimization_RemediateLongDeallocatedVMsMinWeeksInARow' + description: 'The minimum number of weeks in a row required for a long-deallocated VM recommendation to be remediated' + value: 4 + } + { + name: 'AzureOptimization_RecommendationLongDeallocatedVMsId' + description: 'The long deallocated VM recommendation ID' + value: '"c320b790-2e58-452a-aa63-7b62c383ad8a"' + } + { + name: 'AzureOptimization_RemediateUnattachedDisksMinFitScore' + description: 'The minimum fit score for unattached disk remediation' + value: '"5.0"' + } + { + name: 'AzureOptimization_RemediateUnattachedDisksMinWeeksInARow' + description: 'The minimum number of weeks in a row required for a unattached disk recommendation to be remediated' + value: 4 + } + { + name: 'AzureOptimization_RemediateUnattachedDisksAction' + description: 'The action for the unattached disk recommendation to be remediated (Delete or Downsize)' + value: '"Delete"' + } + { + name: 'AzureOptimization_RecommendationUnattachedDisksId' + description: 'The unattached disk recommendation ID' + value: '"c84d5e86-e2d6-4d62-be7c-cecfbd73b0db"' + } + { + name: 'AzureOptimization_RecommendationAADMinCredValidityDays' + description: 'The minimum validity of an AAD Object credential in days' + value: 30 + } + { + name: 'AzureOptimization_RecommendationAADMaxCredValidityYears' + description: 'The maximum validity of an AAD Object credential in years' + value: 2 + } + { + name: 'AzureOptimization_AADObjectsFilter' + description: 'The Microsoft Entra object types to export' + value: '"Application,ServicePrincipal,User,Group"' + } + { + name: 'AzureOptimization_RecommendationRBACAssignmentsPercentageThreshold' + description: 'The percentage threshold (used to trigger recommendations) for total RBAC assignments limits' + value: 80 + } + { + name: 'AzureOptimization_RecommendationResourceGroupsPerSubPercentageThreshold' + description: 'The percentage threshold (used to trigger recommendations) for resource group count limits' + value: 80 + } + { + name: 'AzureOptimization_RecommendationVNetSubnetMaxUsedPercentageThreshold' + description: 'The percentage threshold (used to trigger recommendations) for maximum subnet address space usage' + value: 80 + } + { + name: 'AzureOptimization_RecommendationVNetSubnetMinUsedPercentageThreshold' + description: 'The percentage threshold (used to trigger recommendations) for minimum subnet address space usage' + value: 5 + } + { + name: 'AzureOptimization_RecommendationVNetSubnetEmptyMinAgeInDays' + description: 'The minimum age (in days) for an empty subnet to trigger an NSG rule recommendation' + value: 30 + } + { + name: 'AzureOptimization_RecommendationsMaxAgeInDays' + description: 'The maximum age (in days) for a recommendation to be kept in the SQL database' + value: 365 + } + { + name: 'AzureOptimization_RecommendationStorageAcountGrowthThresholdPercentage' + description: 'The minimum Storage Account growth percentage required to flag Storage as not having a retention policy in place' + value: 5 + } + { + name: 'AzureOptimization_RecommendationStorageAcountGrowthMonthlyCostThreshold' + description: 'The minimum monthly cost (in your EA/MCA currency) required to flag Storage as not having a retention policy in place' + value: 50 + } + { + name: 'AzureOptimization_RecommendationStorageAcountGrowthLookbackDays' + description: 'The lookback period (in days) for analyzing Storage Account growth' + value: 30 + } +] + +//------------------------------------------------------------------------------ +// Telemetry +// Used to anonymously count the number of times the template has been deployed +// and to track and fix deployment bugs to ensure the highest quality. +// No information about you or your cost data is collected. +//------------------------------------------------------------------------------ + +resource defaultTelemetry 'Microsoft.Resources/deployments@2022-09-01' = if (enableDefaultTelemetry) { + name: 'pid-${telemetryId}-${uniqueString(deployment().name, projectLocation)}' + properties: { + mode: 'Incremental' + template: { + '$schema': 'https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#' + contentVersion: '1.0.0.0' + metadata: { + _generator: { + name: 'FinOps toolkit' + version: finOpsToolkitVersion + } + } + resources: [] + } + } +} + +resource logAnalyticsWorkspace 'microsoft.operationalinsights/workspaces@2020-08-01' = if (!logAnalyticsReuse) { + name: logAnalyticsWorkspaceName + location: projectLocation + tags: resourceTags + properties: { + sku: { + name: 'pergb2018' + } + retentionInDays: logAnalyticsRetentionDays + } +} + +resource storageAccount 'Microsoft.Storage/storageAccounts@2022-09-01' = { + name: storageAccountName + location: projectLocation + tags: resourceTags + sku: { + name: 'Standard_LRS' + } + kind: 'StorageV2' + properties: { + allowBlobPublicAccess: false + networkAcls: { + bypass: 'AzureServices' + virtualNetworkRules: [] + ipRules: [] + defaultAction: 'Allow' + } + supportsHttpsTrafficOnly: true + encryption: { + services: { + file: { + enabled: true + } + blob: { + enabled: true + } + } + keySource: 'Microsoft.Storage' + } + minimumTlsVersion: 'TLS1_2' + accessTier: 'Cool' + } +} + +resource storageBlobServices 'Microsoft.Storage/storageAccounts/blobServices@2022-09-01' = { + parent: storageAccount + name: 'default' + properties: { + cors: { + corsRules: [] + } + deleteRetentionPolicy: { + enabled: false + } + } +} + +resource storageCsvExportsContainers 'Microsoft.Storage/storageAccounts/blobServices/containers@2022-09-01' = [for item in csvExports: { + name: '${storageAccountName}/default/${item.containerName}' + properties: { + publicAccess: 'None' + } + dependsOn: [ + storageBlobServices + storageAccount + ] +}] + +resource storageRecommendationsContainer 'Microsoft.Storage/storageAccounts/blobServices/containers@2022-09-01' = { + name: '${storageAccountName}/default/${recommendationsContainerName}' + properties: { + publicAccess: 'None' + } + dependsOn: [ + storageBlobServices + storageAccount + ] +} + +resource storageRemediationLogsContainer 'Microsoft.Storage/storageAccounts/blobServices/containers@2022-09-01' = { + name: '${storageAccountName}/default/${remediationLogsContainerName}' + properties: { + publicAccess: 'None' + } + dependsOn: [ + storageBlobServices + storageAccount + ] +} + +resource storageLifecycleManagementPolicy 'Microsoft.Storage/storageAccounts/managementPolicies@2021-02-01' = { + parent: storageAccount + name: 'default' + properties: { + policy: { + rules: [ + { + enabled: true + name: 'Clean6MonthsOldBlobs' + type: 'Lifecycle' + definition: { + actions: { + baseBlob: { + delete: { + daysAfterModificationGreaterThan: 180 + } + } + snapshot: { + delete: { + daysAfterCreationGreaterThan: 180 + } + } + version: { + delete: { + daysAfterCreationGreaterThan: 180 + } + } + } + filters: { + blobTypes: [ + 'blockBlob' + ] + } + } + } + ] + } + } + dependsOn: [ + storageBlobServices + ] +} + +resource existingSqlServer 'Microsoft.Sql/servers@2022-05-01-preview' existing = if (sqlServerAlreadyExists) { + name: sqlServerName +} + +resource sqlServer 'Microsoft.Sql/servers@2022-05-01-preview' = if (!sqlServerAlreadyExists) { + name: sqlServerName + location: projectLocation + tags: resourceTags + properties: { + version: '12.0' + publicNetworkAccess: 'Enabled' + minimalTlsVersion: '1.2' + administrators: { + administratorType: 'ActiveDirectory' + azureADOnlyAuthentication: true + login: userPrincipalName + principalType: sqlAdminPrincipalType + sid: userObjectId + tenantId: tenant().tenantId + } + } +} + +resource sqlAdminsResource 'Microsoft.Sql/servers/administrators@2022-05-01-preview' = if (sqlServerAlreadyExists) { + parent: existingSqlServer + name: 'ActiveDirectory' + properties: { + administratorType: 'ActiveDirectory' + login: userPrincipalName + sid: userObjectId + tenantId: tenant().tenantId + } +} + +resource sqlAzureAdOnly 'Microsoft.Sql/servers/azureADOnlyAuthentications@2022-05-01-preview' = if (sqlServerAlreadyExists) { + name: 'Default' + parent: existingSqlServer + properties: { + azureADOnlyAuthentication: true + } + dependsOn:[sqlAdminsResource] +} + +resource sqlServerFirewall 'Microsoft.Sql/servers/firewallRules@2022-05-01-preview' = { + parent: sqlServer + name: 'AllowAllWindowsAzureIps' + properties: { + endIpAddress: '0.0.0.0' + startIpAddress: '0.0.0.0' + } +} + +resource sqlDatabase 'Microsoft.Sql/servers/databases@2022-05-01-preview' = { + parent: sqlServer + name: sqlDatabaseName + location: projectLocation + tags: resourceTags + sku: { + name: 'Basic' + tier: 'Basic' + capacity: 5 + } + properties: { + collation: 'SQL_Latin1_General_CP1_CI_AS' + maxSizeBytes: 2147483648 + catalogCollation: 'SQL_Latin1_General_CP1_CI_AS' + zoneRedundant: false + readScale: 'Disabled' + autoPauseDelay: 60 + requestedBackupStorageRedundancy: 'Geo' + } +} + +resource sqlServerName_sqlDatabaseName_default 'Microsoft.Sql/servers/databases/backupShortTermRetentionPolicies@2022-05-01-preview' = { + name: '${sqlServerName}/${sqlDatabaseName}/default' + properties: { + retentionDays: sqlBackupRetentionDays + } + dependsOn: [ + sqlDatabase + sqlServer + ] +} + +resource automationAccount 'Microsoft.Automation/automationAccounts@2020-01-13-preview' = { + name: automationAccountName + location: projectLocation + tags: resourceTags + identity: { + type: 'SystemAssigned' + } + properties: { + sku: { + name: 'Basic' + } + } +} + +resource automationModule_Az_Accounts 'Microsoft.Automation/automationAccounts/modules@2020-01-13-preview' = { + parent: automationAccount + name: Az_Accounts.name + tags: resourceTags + properties: { + contentLink: { + uri: Az_Accounts.url + } + } +} + +resource automationModule_Microsoft_Graph_Authentication 'Microsoft.Automation/automationAccounts/modules@2020-01-13-preview' = { + parent: automationAccount + name: Microsoft_Graph_Authentication.name + tags: resourceTags + properties: { + contentLink: { + uri: Microsoft_Graph_Authentication.url + } + } +} + +resource automationModule_All 'Microsoft.Automation/automationAccounts/modules@2020-01-13-preview' = [for item in psModules: { + parent: automationAccount + name: item.name + tags: resourceTags + properties: { + contentLink: { + uri: item.url + } + } + dependsOn: [ + automationModule_Az_Accounts + automationModule_Microsoft_Graph_Authentication + ] +}] + +resource automationRunbooks 'Microsoft.Automation/automationAccounts/runbooks@2020-01-13-preview' = [for item in runbooks: { + parent: automationAccount + name: item.name + tags: resourceTags + location: projectLocation + properties: { + runbookType: item.type + logProgress: false + logVerbose: false + description: item.description + publishContentLink: { + uri: item.scriptUri + version: item.version + } + } + dependsOn: [ + automationModule_All + ] +}] + +resource automationVariablesAll 'Microsoft.Automation/automationAccounts/variables@2020-01-13-preview' = [for item in automationVariables: { + parent: automationAccount + name: item.name + properties: { + description: item.description + value: item.value + } +}] + +resource automationVariables_csvExports 'Microsoft.Automation/automationAccounts/variables@2020-01-13-preview' = [for item in csvExports: { + parent: automationAccount + name: item.variableName + properties: { + description: item.variableDescription + value: '"${item.containerName}"' + } +}] + +resource automationVariables_SQLServerHostname 'Microsoft.Automation/automationAccounts/variables@2020-01-13-preview' = { + parent: automationAccount + name: 'AzureOptimization_SQLServerHostname' + properties: { + description: 'The Azure SQL Server hostname for the ingestion control and recommendations tables' + value: '"${sqlServer.properties.fullyQualifiedDomainName}"' + } +} + +resource automationVariables_LogAnalyticsWorkspaceId 'Microsoft.Automation/automationAccounts/variables@2020-01-13-preview' = { + parent: automationAccount + name: 'AzureOptimization_LogAnalyticsWorkspaceId' + properties: { + description: 'The Log Analytics Workspace ID where optimization data will be ingested' + value: '"${reference(((!logAnalyticsReuse) ? logAnalyticsWorkspace.id : resourceId(logAnalyticsWorkspaceRG, 'microsoft.operationalinsights/workspaces', logAnalyticsWorkspaceName)), '2020-08-01').customerId}"' + } +} + +resource automationVariables_LogAnalyticsWorkspaceKey 'Microsoft.Automation/automationAccounts/variables@2020-01-13-preview' = { + parent: automationAccount + name: 'AzureOptimization_LogAnalyticsWorkspaceKey' + properties: { + description: 'The shared key for the Log Analytics Workspace where optimization data will be ingested' + value: '"${listKeys(((!logAnalyticsReuse) ? logAnalyticsWorkspace.id : resourceId(logAnalyticsWorkspaceRG, 'microsoft.operationalinsights/workspaces', logAnalyticsWorkspaceName)), '2020-08-01').primarySharedKey}"' + isEncrypted: true + } +} + +resource automationSchedules_csvExports 'Microsoft.Automation/automationAccounts/schedules@2020-01-13-preview' = [for item in csvExportsSchedules: { + parent: automationAccount + name: item.exportSchedule + properties: { + description: item.exportDescription + expiryTime: '9999-12-31T17:59:00-06:00' + startTime: dateTimeAdd(baseTime, item.exportTimeOffset) + interval: 1 + frequency: item.exportFrequency + } +}] + +resource automationSchedules_csvIngests 'Microsoft.Automation/automationAccounts/schedules@2020-01-13-preview' = [for item in csvExports: { + parent: automationAccount + name: item.ingestSchedule + properties: { + description: item.ingestDescription + expiryTime: '9999-12-31T17:59:00-06:00' + startTime: dateTimeAdd(baseTime, item.ingestTimeOffset) + interval: 1 + frequency: item.ingestFrequency + } +}] + +resource automationSchedules_remediationCsvIngest 'Microsoft.Automation/automationAccounts/schedules@2020-01-13-preview' = { + parent: automationAccount + name: remediationLogsIngestScheduleName + properties: { + description: 'Starts the daily Remediation Logs ingests' + expiryTime: '9999-12-31T17:59:00-06:00' + startTime: dateTimeAdd(baseTime, 'PT1H30M') + interval: 1 + frequency: 'Day' + } +} + +resource automationSchedules_recommendationsExport 'Microsoft.Automation/automationAccounts/schedules@2020-01-13-preview' = { + parent: automationAccount + name: recommendationsScheduleName + properties: { + description: 'Starts the weekly Recommendations generation' + expiryTime: '9999-12-31T17:59:00-06:00' + startTime: dateTimeAdd(baseTime, 'PT2H30M') + interval: 1 + frequency: 'Week' + } +} + +resource automationSchedules_recommendationsIngest 'Microsoft.Automation/automationAccounts/schedules@2020-01-13-preview' = { + parent: automationAccount + name: recommendationsIngestScheduleName + properties: { + description: 'Starts the weekly Recommendations ingests' + expiryTime: '9999-12-31T17:59:00-06:00' + startTime: dateTimeAdd(baseTime, 'PT3H30M') + interval: 1 + frequency: 'Week' + } +} + +resource automationSchedules_suppressionsIngest 'Microsoft.Automation/automationAccounts/schedules@2020-01-13-preview' = { + parent: automationAccount + name: suppressionsIngestScheduleName + properties: { + description: 'Starts the weekly Suppressions ingests' + expiryTime: '9999-12-31T17:59:00-06:00' + startTime: dateTimeAdd(baseTime, 'PT3H00M') + interval: 1 + frequency: 'Week' + } +} + +resource automationSchedules_recommendationsCleanUp 'Microsoft.Automation/automationAccounts/schedules@2020-01-13-preview' = { + parent: automationAccount + name: recommendationsCleanUpScheduleName + properties: { + description: 'Starts the weekly Recommendations cleanup' + expiryTime: '9999-12-31T17:59:00-06:00' + startTime: dateTimeAdd(baseTime, 'P6D') + interval: 1 + frequency: 'Week' + } +} + +resource automationJobSchedules_csvExports 'Microsoft.Automation/automationAccounts/jobSchedules@2020-01-13-preview' = [for item in csvExports: if (!item.isOneToMany) { + parent: automationAccount + name: item.exportJobId + properties: { + schedule: { + name: item.exportSchedule + } + runbook: { + name: item.runbookName + } + } + dependsOn: [ + automationSchedules_csvExports + automationModule_All + automationRunbooks + ] +}] + +resource automationJobSchedules_csvParameterizedExports 'Microsoft.Automation/automationAccounts/jobSchedules@2020-01-13-preview' = [for item in csvParameterizedExports: { + parent: automationAccount + name: item.exportJobId + properties: { + schedule: { + name: item.exportSchedule + } + runbook: { + name: item.runbookName + } + parameters: item.parameters + } + dependsOn: [ + automationSchedules_csvExports + automationModule_All + automationRunbooks + ] +}] + +resource automationJobSchedules_csvIngests 'Microsoft.Automation/automationAccounts/jobSchedules@2020-01-13-preview' = [for item in csvExports: { + parent: automationAccount + name: item.ingestJobId + properties: { + schedule: { + name: item.ingestSchedule + } + runbook: { + name: csvIngestRunbookName + } + parameters: { + StorageSinkContainer: item.containerName + } + } + dependsOn: [ + automationSchedules_csvIngests + automationModule_All + automationRunbooks + ] +}] + +resource automationJobSchedules_remediationLogsIngests 'Microsoft.Automation/automationAccounts/jobSchedules@2020-01-13-preview' = { + parent: automationAccount + name: remediationLogsIngestJobId + properties: { + schedule: { + name: remediationLogsIngestScheduleName + } + runbook: { + name: csvIngestRunbookName + } + parameters: { + StorageSinkContainer: remediationLogsContainerName + } + } + dependsOn: [ + automationSchedules_remediationCsvIngest + automationModule_All + automationRunbooks + ] +} + +resource automationJobSchedules_recommendationsExports 'Microsoft.Automation/automationAccounts/jobSchedules@2020-01-13-preview' = [for item in recommendations: { + parent: automationAccount + name: item.recommendationJobId + properties: { + schedule: { + name: recommendationsScheduleName + } + runbook: { + name: item.runbookName + } + } + dependsOn: [ + automationSchedules_recommendationsExport + automationModule_All + automationRunbooks + ] +}] + +resource automationJobSchedules_recommendationsIngests 'Microsoft.Automation/automationAccounts/jobSchedules@2020-01-13-preview' = { + parent: automationAccount + name: recommendationsIngestJobId + properties: { + schedule: { + name: recommendationsIngestScheduleName + } + runbook: { + name: recommendationsIngestRunbookName + } + } + dependsOn: [ + automationSchedules_recommendationsIngest + automationModule_All + automationRunbooks + ] +} + +resource automationJobSchedules_recommendationsLogAnalyticsIngest 'Microsoft.Automation/automationAccounts/jobSchedules@2020-01-13-preview' = { + parent: automationAccount + name: recommendationsLogAnalyticsIngestJobId + properties: { + schedule: { + name: recommendationsIngestScheduleName + } + runbook: { + name: recommendationsLogAnalyticsIngestRunbookName + } + } + dependsOn: [ + automationSchedules_recommendationsIngest + automationModule_All + automationRunbooks + ] +} + +resource automationJobSchedules_suppressionsLogAnalyticsIngest 'Microsoft.Automation/automationAccounts/jobSchedules@2020-01-13-preview' = { + parent: automationAccount + name: suppressionsLogAnalyticsIngestJobId + properties: { + schedule: { + name: suppressionsIngestScheduleName + } + runbook: { + name: suppressionsLogAnalyticsIngestRunbookName + } + } + dependsOn: [ + automationSchedules_suppressionsIngest + automationModule_All + automationRunbooks + ] +} + +resource automationJobSchedules_recommendationsCleanUp 'Microsoft.Automation/automationAccounts/jobSchedules@2020-01-13-preview' = { + parent: automationAccount + name: recommendationsCleanUpJobId + properties: { + schedule: { + name: recommendationsCleanUpScheduleName + } + runbook: { + name: cleanUpOlderRecommendationsRunbookName + } + } + dependsOn: [ + automationSchedules_recommendationsCleanUp + automationModule_All + automationRunbooks + ] +} + +resource contributorRoleAssignmentGuid_resource 'Microsoft.Authorization/roleAssignments@2018-09-01-preview' = { + name: contributorRoleAssignmentGuid + properties: { + roleDefinitionId: roleContributor + principalId: reference(automationAccount.id, '2019-06-01', 'Full').identity.principalId + principalType: 'ServicePrincipal' + } +} + +output automationPrincipalId string = reference(automationAccount.id, '2019-06-01', 'Full').identity.principalId diff --git a/docs/deploy/optimization-engine/0.8/azuredeploy.bicep b/docs/deploy/optimization-engine/0.8/azuredeploy.bicep new file mode 100644 index 000000000..0a09fce3b --- /dev/null +++ b/docs/deploy/optimization-engine/0.8/azuredeploy.bicep @@ -0,0 +1,82 @@ +targetScope = 'subscription' +param rgName string +param readerRoleAssignmentGuid string = guid(subscription().subscriptionId, rgName) +param contributorRoleAssignmentGuid string = guid(rgName) +param projectLocation string + +@description('The base URI where artifacts required by this template are located') +param templateLocation string + +param storageAccountName string +param automationAccountName string +param sqlServerName string +param sqlServerAlreadyExists bool = false +param sqlDatabaseName string = 'azureoptimization' +param logAnalyticsReuse bool +param logAnalyticsWorkspaceName string +param logAnalyticsWorkspaceRG string +param logAnalyticsRetentionDays int = 120 +param sqlBackupRetentionDays int = 7 +param userPrincipalName string +param userObjectId string +param sqlAdminPrincipalType string = 'User' +param cloudEnvironment string = 'AzureCloud' +param authenticationOption string = 'ManagedIdentity' + +@description('Base time for all automation runbook schedules.') +param baseTime string = utcNow('u') +param resourceTags object + +param roleReader string = '/subscriptions/${subscription().subscriptionId}/providers/Microsoft.Authorization/roleDefinitions/acdd72a7-3385-48ef-bd42-f606fba81ae7' + +@description('Optional. Enable telemetry to track anonymous module usage trends, monitor for bugs, and improve future releases.') +param enableDefaultTelemetry bool = true + +resource rg 'Microsoft.Resources/resourceGroups@2021-04-01' = { + name: rgName + location: projectLocation + tags: resourceTags + dependsOn: [] +} + +module resourcesDeployment './azuredeploy-nested.bicep' = { + name: 'resourcesDeployment' + scope: resourceGroup(rgName) + params: { + projectLocation: projectLocation + templateLocation: templateLocation + storageAccountName: storageAccountName + automationAccountName: automationAccountName + sqlServerName: sqlServerName + sqlServerAlreadyExists: sqlServerAlreadyExists + sqlDatabaseName: sqlDatabaseName + logAnalyticsReuse: logAnalyticsReuse + logAnalyticsWorkspaceName: logAnalyticsWorkspaceName + logAnalyticsWorkspaceRG: logAnalyticsWorkspaceRG + logAnalyticsRetentionDays: logAnalyticsRetentionDays + sqlBackupRetentionDays: sqlBackupRetentionDays + cloudEnvironment: cloudEnvironment + authenticationOption: authenticationOption + baseTime: baseTime + contributorRoleAssignmentGuid: contributorRoleAssignmentGuid + resourceTags: resourceTags + userPrincipalName: userPrincipalName + userObjectId: userObjectId + sqlAdminPrincipalType: sqlAdminPrincipalType + enableDefaultTelemetry: enableDefaultTelemetry + } + dependsOn: [ + rg + ] +} + +resource readerRoleAssignmentGuid_resource 'Microsoft.Authorization/roleAssignments@2018-09-01-preview' = { + name: readerRoleAssignmentGuid + properties: { + roleDefinitionId: roleReader + principalId: resourcesDeployment.outputs.automationPrincipalId + principalType: 'ServicePrincipal' + } +} + +output automationPrincipalId string = resourcesDeployment.outputs.automationPrincipalId diff --git a/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-AADObjectsToBlobStorage.ps1 b/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-AADObjectsToBlobStorage.ps1 new file mode 100644 index 000000000..1347d081e --- /dev/null +++ b/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-AADObjectsToBlobStorage.ps1 @@ -0,0 +1,519 @@ +param( + [Parameter(Mandatory = $false)] + [string] $externalCloudEnvironment, + + [Parameter(Mandatory = $false)] + [string] $externalTenantId, + + [Parameter(Mandatory = $false)] + [string] $externalCredentialName, + + [Parameter(Mandatory = $false)] + [string] $groupFilter, + + [Parameter(Mandatory = $false)] + [string] $userFilter +) + +$ErrorActionPreference = "Stop" + +function Build-CredObjectWithDates { + param ( + [object] $appObject + ) + + $credObjects = @() + + foreach ($obj in $appObject.KeyCredentials) + { + $credObject = New-Object PSObject -Property @{ + DisplayName = $obj.DisplayName + KeyId = $obj.KeyId + KeyType = $obj.Type + StartDate = (Get-Date($obj.StartDateTime)).ToUniversalTime().ToString("yyyy-MM-ddTHH:mm:00.000Z") + EndDate = (Get-Date($obj.EndDateTime)).ToUniversalTime().ToString("yyyy-MM-ddTHH:mm:00.000Z") + } + $credObjects += $credObject + } + + foreach ($obj in $appObject.PasswordCredentials) + { + $credObject = New-Object PSObject -Property @{ + DisplayName = $obj.DisplayName + KeyId = $obj.KeyId + KeyType = "Password" + StartDate = (Get-Date($obj.StartDateTime)).ToUniversalTime().ToString("yyyy-MM-ddTHH:mm:00.000Z") + EndDate = (Get-Date($obj.EndDateTime)).ToUniversalTime().ToString("yyyy-MM-ddTHH:mm:00.000Z") + } + $credObjects += $credObject + } + + return $credObjects +} + +function Build-PrincipalNames { + param ( + [object] $appObject + ) + + $principalNames = @() + + if ($appObject.Web.HomePageUrl) + { + $principalNames += $appObject.Web.HomePageUrl + } + + foreach ($obj in $appObject.IdentifierUris) + { + $principalNames += $obj + } + + foreach ($obj in $appObject.ServicePrincipalNames) + { + $principalNames += $obj + } + + foreach ($obj in $appObject.AlternativeNames) + { + $principalNames += $obj + } + + return $principalNames +} + +$cloudEnvironment = Get-AutomationVariable -Name "AzureOptimization_CloudEnvironment" -ErrorAction SilentlyContinue # AzureCloud|AzureChinaCloud +if ([string]::IsNullOrEmpty($cloudEnvironment)) +{ + $cloudEnvironment = "AzureCloud" +} +$authenticationOption = Get-AutomationVariable -Name "AzureOptimization_AuthenticationOption" -ErrorAction SilentlyContinue # ManagedIdentity|UserAssignedManagedIdentity +if ([string]::IsNullOrEmpty($authenticationOption)) +{ + $authenticationOption = "ManagedIdentity" +} +if ($authenticationOption -eq "UserAssignedManagedIdentity") +{ + $uamiClientID = Get-AutomationVariable -Name "AzureOptimization_UAMIClientID" +} + +$storageAccountSink = Get-AutomationVariable -Name "AzureOptimization_StorageSink" + + +$storageAccountSinkEnv = Get-AutomationVariable -Name "AzureOptimization_StorageSinkEnvironment" -ErrorAction SilentlyContinue +if (-not($storageAccountSinkEnv)) +{ + $storageAccountSinkEnv = $cloudEnvironment +} +$storageAccountSinkKeyCred = Get-AutomationPSCredential -Name "AzureOptimization_StorageSinkKey" -ErrorAction SilentlyContinue +$storageAccountSinkKey = $null +if ($storageAccountSinkKeyCred) +{ + $storageAccountSink = $storageAccountSinkKeyCred.UserName + $storageAccountSinkKey = $storageAccountSinkKeyCred.GetNetworkCredential().Password +} + +$storageAccountSinkContainer = Get-AutomationVariable -Name "AzureOptimization_AADObjectsContainer" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($storageAccountSinkContainer)) +{ + $storageAccountSinkContainer = "aadobjectsexports" +} + +# Application,ServicePrincipal,User,Group +$aadObjectsFilter = Get-AutomationVariable -Name "AzureOptimization_AADObjectsFilter" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($aadObjectsFilter)) +{ + $aadObjectsFilter = "Application,ServicePrincipal" +} + +$groupFilterVariable = Get-AutomationVariable -Name "AzureOptimization_AADObjectsGroupFilter" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($groupFilter) -and -not([string]::IsNullOrEmpty($groupFilterVariable))) +{ + $groupFilter = $groupFilterVariable +} + +$userFilterVariable = Get-AutomationVariable -Name "AzureOptimization_AADObjectsUserFilter" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($userFilter) -and -not([string]::IsNullOrEmpty($userFilterVariable))) +{ + $userFilter = $userFilterVariable +} + +if (-not([string]::IsNullOrEmpty($externalCredentialName))) +{ + $externalCredential = Get-AutomationPSCredential -Name $externalCredentialName +} + +"Logging in to Azure with $authenticationOption..." + +switch ($authenticationOption) { + "UserAssignedManagedIdentity" { + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment -AccountId $uamiClientID + break + } + Default { #ManagedIdentity + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment + break + } +} + +if (-not($storageAccountSinkKey)) +{ + Write-Output "Getting Storage Account context with login" + + $saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -UseConnectedAccount -Environment $cloudEnvironment +} +else +{ + Write-Output "Getting Storage Account context with key" + $saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -StorageAccountKey $storageAccountSinkKey -Environment $storageAccountSinkEnv +} + +if (-not([string]::IsNullOrEmpty($externalCredentialName))) +{ + "Logging in to Azure with $externalCredentialName external credential..." + Connect-AzAccount -ServicePrincipal -EnvironmentName $externalCloudEnvironment -Tenant $externalTenantId -Credential $externalCredential + $cloudEnvironment = $externalCloudEnvironment +} + +$tenantId = (Get-AzContext).Tenant.Id + +#workaround for https://github.com/microsoftgraph/msgraph-sdk-powershell/issues/888 +$localPath = [System.Environment]::GetFolderPath([System.Environment+SpecialFolder]::UserProfile) +if (-not(get-item "$localPath\.graph\" -ErrorAction SilentlyContinue)) +{ + New-Item -Type Directory "$localPath\.graph" +} + +Import-Module Microsoft.Graph.Authentication +Import-Module Microsoft.Graph.Users +Import-Module Microsoft.Graph.Applications +Import-Module Microsoft.Graph.Groups + +switch ($cloudEnvironment) { + "AzureUSGovernment" { + $graphEnvironment = "USGov" + break + } + "AzureChinaCloud" { + $graphEnvironment = "China" + break + } + "AzureGermanCloud" { + $graphEnvironment = "Germany" + break + } + Default { + $graphEnvironment = "Global" + } +} + +if (-not([string]::IsNullOrEmpty($externalCredentialName))) +{ + "Logging in to Microsoft Graph with $externalCredentialName external credential..." + Connect-MgGraph -TenantId $externalTenantId -ClientSecretCredential $externalCredential -Environment $graphEnvironment -NoWelcome +} +else +{ + "Logging in to Microsoft Graph with $authenticationOption..." + + switch ($authenticationOption) { + "UserAssignedManagedIdentity" { + Connect-MgGraph -Identity -ClientId $uamiClientID -Environment $graphEnvironment -NoWelcome + break + } + Default { #ManagedIdentity + Connect-MgGraph -Identity -Environment $graphEnvironment -NoWelcome + break + } + } +} + +$datetime = (get-date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyy-MM-ddTHH:mm:00.000Z") + +$aadObjectsTypes = $aadObjectsFilter.Split(",") + +$fileDate = $datetime.ToString("yyyyMMdd") + +if ("Application" -in $aadObjectsTypes) +{ + $aadObjects = @() + + "Getting AAD applications..." + $apps = Get-MgApplication -All -ExpandProperty Owners -Property Id,AppId,CreatedDateTime,DeletedDateTime,DisplayName,KeyCredentials,PasswordCredentials,Owners,PublisherDomain,Web,IdentifierUris + "Found $($apps.Count) AAD applications" + + foreach ($app in $apps) + { + $owners = $null + if ($app.Owners.Count -gt 0) + { + $owners = ($app.Owners | Where-Object { [string]::IsNullOrEmpty($_.DeletedDateTime) }).Id | ConvertTo-Json -Compress + } + $createdDate = $null + if ($app.CreatedDateTime) + { + $createdDate = (Get-Date($app.CreatedDateTime)).ToUniversalTime().ToString("yyyy-MM-ddTHH:mm:00.000Z") + } + $deletedDate = $null + if ($app.DeletedDateTime) + { + $deletedDate = (Get-Date($app.DeletedDateTime)).ToUniversalTime().ToString("yyyy-MM-ddTHH:mm:00.000Z") + } + $aadObject = New-Object PSObject -Property @{ + Timestamp = $timestamp + TenantGuid = $tenantId + Cloud = $cloudEnvironment + ObjectId = $app.Id + ObjectType = "Application" + ObjectSubType = "N/A" + DisplayName = $app.DisplayName + SecurityEnabled = "N/A" + ApplicationId = $app.AppId + Keys = (Build-CredObjectWithDates -appObject $app) | ConvertTo-Json -Compress + PrincipalNames = (Build-PrincipalNames -appObject $app) | ConvertTo-Json -Compress + Owners = $owners + CreatedDate = $createdDate + DeletedDate = $deletedDate + } + $aadObjects += $aadObject + } + + $jsonExportPath = "$fileDate-$tenantId-aadobjects-apps.json" + $csvExportPath = "$fileDate-$tenantId-aadobjects-apps.csv" + + $aadObjects | ConvertTo-Json -Depth 3 -Compress | Out-File $jsonExportPath + "Exported to JSON: $($aadObjects.Count) lines" + $aadObjectsJson = Get-Content -Path $jsonExportPath | ConvertFrom-Json + "JSON Import: $($aadObjectsJson.Count) lines" + $aadObjectsJson | Export-Csv -NoTypeInformation -Path $csvExportPath + "Export to $csvExportPath" + + $csvBlobName = $csvExportPath + $csvProperties = @{"ContentType" = "text/csv"}; + + Set-AzStorageBlobContent -File $csvExportPath -Container $storageAccountSinkContainer -Properties $csvProperties -Blob $csvBlobName -Context $saCtx -Force + + $now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") + "[$now] Uploaded $csvBlobName to Blob Storage..." + + Remove-Item -Path $csvExportPath -Force + + $now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") + "[$now] Removed $csvExportPath from local disk..." + + Remove-Item -Path $jsonExportPath -Force + + $now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") + "[$now] Removed $jsonExportPath from local disk..." +} + +if ("ServicePrincipal" -in $aadObjectsTypes) +{ + $aadObjects = @() + + "Getting AAD service principals..." + $spns = Get-MgServicePrincipal -All -ExpandProperty Owners -Property Id,AppId,DeletedDateTime,DisplayName,KeyCredentials,PasswordCredentials,Owners,ServicePrincipalNames,ServicePrincipalType,AccountEnabled,AlternativeNames + "Found $($spns.Count) AAD service principals" + + foreach ($spn in $spns) + { + $owners = $null + if ($spn.Owners.Count -gt 0) + { + $owners = ($spn.Owners | Where-Object { [string]::IsNullOrEmpty($_.DeletedDateTime) }).Id | ConvertTo-Json -Compress + } + $deletedDate = $null + if ($spn.DeletedDateTime) + { + $deletedDate = (Get-Date($spn.DeletedDateTime)).ToUniversalTime().ToString("yyyy-MM-ddTHH:mm:00.000Z") + } + $aadObject = New-Object PSObject -Property @{ + Timestamp = $timestamp + TenantGuid = $tenantId + Cloud = $cloudEnvironment + ObjectId = $spn.Id + ObjectType = "ServicePrincipal" + ObjectSubType = $spn.ServicePrincipalType + DisplayName = $spn.DisplayName + SecurityEnabled = $spn.AccountEnabled + ApplicationId = $spn.AppId + Keys = (Build-CredObjectWithDates -appObject $spn) | ConvertTo-Json -Compress + PrincipalNames = (Build-PrincipalNames -appObject $spn) | ConvertTo-Json -Compress + Owners = $owners + DeletedDate = $deletedDate + } + $aadObjects += $aadObject + } + + $jsonExportPath = "$fileDate-$tenantId-aadobjects-spns.json" + $csvExportPath = "$fileDate-$tenantId-aadobjects-spns.csv" + + $aadObjects | ConvertTo-Json -Depth 3 -Compress | Out-File $jsonExportPath + "Exported to JSON: $($aadObjects.Count) lines" + $aadObjectsJson = Get-Content -Path $jsonExportPath | ConvertFrom-Json + "JSON Import: $($aadObjectsJson.Count) lines" + $aadObjectsJson | Export-Csv -NoTypeInformation -Path $csvExportPath + "Export to $csvExportPath" + + $csvBlobName = $csvExportPath + $csvProperties = @{"ContentType" = "text/csv"}; + + Set-AzStorageBlobContent -File $csvExportPath -Container $storageAccountSinkContainer -Properties $csvProperties -Blob $csvBlobName -Context $saCtx -Force + + $now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") + "[$now] Uploaded $csvBlobName to Blob Storage..." + + Remove-Item -Path $csvExportPath -Force + + $now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") + "[$now] Removed $csvExportPath from local disk..." + + Remove-Item -Path $jsonExportPath -Force + + $now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") + "[$now] Removed $jsonExportPath from local disk..." +} + +if ("User" -in $aadObjectsTypes) +{ + $aadObjects = @() + + if ([string]::IsNullOrEmpty($userFilter)) + { + "Getting AAD users..." + $users = Get-MgUser -All -Property Id,AccountEnabled,DisplayName,UserPrincipalName,UserType,CreatedDateTime,DeletedDateTime + } + else + { + "Getting AAD users with filter $userFilter..." + $users = Get-MgUser -Filter $userFilter -All -Property Id,AccountEnabled,DisplayName,UserPrincipalName,UserType,CreatedDateTime,DeletedDateTime + } + "Found $($users.Count) AAD users" + + foreach ($user in $users) + { + $createdDate = $null + if ($user.CreatedDateTime) + { + $createdDate = (Get-Date($user.CreatedDateTime)).ToUniversalTime().ToString("yyyy-MM-ddTHH:mm:00.000Z") + } + $deletedDate = $null + if ($user.DeletedDateTime) + { + $deletedDate = (Get-Date($user.DeletedDateTime)).ToUniversalTime().ToString("yyyy-MM-ddTHH:mm:00.000Z") + } + $aadObject = New-Object PSObject -Property @{ + Timestamp = $timestamp + TenantGuid = $tenantId + Cloud = $cloudEnvironment + ObjectId = $user.Id + ObjectType = "User" + ObjectSubType = $user.UserType + DisplayName = $user.DisplayName + SecurityEnabled = $user.AccountEnabled + PrincipalNames = $user.UserPrincipalName + CreatedDate = $createdDate + DeletedDate = $deletedDate + } + $aadObjects += $aadObject + } + + $jsonExportPath = "$fileDate-$tenantId-aadobjects-users.json" + $csvExportPath = "$fileDate-$tenantId-aadobjects-users.csv" + + $aadObjects | Export-Csv -NoTypeInformation -Path $csvExportPath + "Export to $csvExportPath" + + $csvBlobName = $csvExportPath + $csvProperties = @{"ContentType" = "text/csv"}; + + Set-AzStorageBlobContent -File $csvExportPath -Container $storageAccountSinkContainer -Properties $csvProperties -Blob $csvBlobName -Context $saCtx -Force + + $now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") + "[$now] Uploaded $csvBlobName to Blob Storage..." + + Remove-Item -Path $csvExportPath -Force + + $now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") + "[$now] Removed $csvExportPath from local disk..." +} + +if ("Group" -in $aadObjectsTypes) +{ + $aadObjects = @() + + if ([string]::IsNullOrEmpty($groupFilter)) + { + "Getting AAD groups..." + $groups = Get-MgGroup -All -ExpandProperty Members -Property Id,SecurityEnabled,DisplayName,Members,CreatedDateTime,DeletedDateTime,GroupTypes + } + else + { + "Getting AAD groups with filter $groupFilter..." + $groups = Get-MgGroup -Filter $groupFilter -All -ExpandProperty Members -Property Id,SecurityEnabled,DisplayName,Members,CreatedDateTime,DeletedDateTime,GroupTypes + } + "Found $($groups.Count) AAD groups" + + foreach ($group in $groups) + { + $groupMembers = $null + if ($group.Members.Count -gt 0) + { + $groupMembers = $group.Members.Id | ConvertTo-Json -Compress + } + $createdDate = $null + if ($group.CreatedDateTime) + { + $createdDate = (Get-Date($group.CreatedDateTime)).ToUniversalTime().ToString("yyyy-MM-ddTHH:mm:00.000Z") + } + $deletedDate = $null + if ($group.DeletedDateTime) + { + $deletedDate = (Get-Date($group.DeletedDateTime)).ToUniversalTime().ToString("yyyy-MM-ddTHH:mm:00.000Z") + } + $aadObject = New-Object PSObject -Property @{ + Timestamp = $timestamp + TenantGuid = $tenantId + Cloud = $cloudEnvironment + ObjectId = $group.Id + ObjectType = "Group" + ObjectSubType = $group.GroupTypes | ConvertTo-Json -Compress + DisplayName = $group.DisplayName + SecurityEnabled = $group.SecurityEnabled + PrincipalNames = $groupMembers + CreatedDate = $createdDate + DeletedDate = $deletedDate + } + $aadObjects += $aadObject + } + + $jsonExportPath = "$fileDate-$tenantId-aadobjects-groups.json" + $csvExportPath = "$fileDate-$tenantId-aadobjects-groups.csv" + + $aadObjects | ConvertTo-Json -Depth 3 -Compress | Out-File $jsonExportPath + "Exported to JSON: $($aadObjects.Count) lines" + $aadObjectsJson = Get-Content -Path $jsonExportPath | ConvertFrom-Json + "JSON Import: $($aadObjectsJson.Count) lines" + $aadObjectsJson | Export-Csv -NoTypeInformation -Path $csvExportPath + "Export to $csvExportPath" + + $csvBlobName = $csvExportPath + $csvProperties = @{"ContentType" = "text/csv"}; + + Set-AzStorageBlobContent -File $csvExportPath -Container $storageAccountSinkContainer -Properties $csvProperties -Blob $csvBlobName -Context $saCtx -Force + + $now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") + "[$now] Uploaded $csvBlobName to Blob Storage..." + + Remove-Item -Path $csvExportPath -Force + + $now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") + "[$now] Removed $csvExportPath from local disk..." + + Remove-Item -Path $jsonExportPath -Force + + $now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") + "[$now] Removed $jsonExportPath from local disk..." +} + +"DONE!" \ No newline at end of file diff --git a/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-ARGAppGatewayPropertiesToBlobStorage.ps1 b/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-ARGAppGatewayPropertiesToBlobStorage.ps1 new file mode 100644 index 000000000..5be7b1c69 --- /dev/null +++ b/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-ARGAppGatewayPropertiesToBlobStorage.ps1 @@ -0,0 +1,231 @@ +param( + [Parameter(Mandatory = $false)] + [string] $TargetSubscription, + + [Parameter(Mandatory = $false)] + [string] $externalCloudEnvironment, + + [Parameter(Mandatory = $false)] + [string] $externalTenantId, + + [Parameter(Mandatory = $false)] + [string] $externalCredentialName +) + +$ErrorActionPreference = "Stop" + +$cloudEnvironment = Get-AutomationVariable -Name "AzureOptimization_CloudEnvironment" -ErrorAction SilentlyContinue # AzureCloud|AzureChinaCloud +if ([string]::IsNullOrEmpty($cloudEnvironment)) +{ + $cloudEnvironment = "AzureCloud" +} +$authenticationOption = Get-AutomationVariable -Name "AzureOptimization_AuthenticationOption" -ErrorAction SilentlyContinue # ManagedIdentity|UserAssignedManagedIdentity +if ([string]::IsNullOrEmpty($authenticationOption)) +{ + $authenticationOption = "ManagedIdentity" +} +if ($authenticationOption -eq "UserAssignedManagedIdentity") +{ + $uamiClientID = Get-AutomationVariable -Name "AzureOptimization_UAMIClientID" +} + +$storageAccountSink = Get-AutomationVariable -Name "AzureOptimization_StorageSink" + + +$storageAccountSinkEnv = Get-AutomationVariable -Name "AzureOptimization_StorageSinkEnvironment" -ErrorAction SilentlyContinue +if (-not($storageAccountSinkEnv)) +{ + $storageAccountSinkEnv = $cloudEnvironment +} +$storageAccountSinkKeyCred = Get-AutomationPSCredential -Name "AzureOptimization_StorageSinkKey" -ErrorAction SilentlyContinue +$storageAccountSinkKey = $null +if ($storageAccountSinkKeyCred) +{ + $storageAccountSink = $storageAccountSinkKeyCred.UserName + $storageAccountSinkKey = $storageAccountSinkKeyCred.GetNetworkCredential().Password +} + +$storageAccountSinkContainer = Get-AutomationVariable -Name "AzureOptimization_ARGAppGatewayContainer" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($storageAccountSinkContainer)) +{ + $storageAccountSinkContainer = "argappgwexports" +} + +if (-not([string]::IsNullOrEmpty($externalCredentialName))) +{ + $externalCredential = Get-AutomationPSCredential -Name $externalCredentialName +} + +$ARGPageSize = 1000 + +"Logging in to Azure with $authenticationOption..." + +switch ($authenticationOption) { + "UserAssignedManagedIdentity" { + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment -AccountId $uamiClientID + break + } + Default { #ManagedIdentity + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment + break + } +} + +if (-not($storageAccountSinkKey)) +{ + Write-Output "Getting Storage Account context with login" + + $saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -UseConnectedAccount -Environment $cloudEnvironment +} +else +{ + Write-Output "Getting Storage Account context with key" + $saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -StorageAccountKey $storageAccountSinkKey -Environment $storageAccountSinkEnv +} + +$cloudSuffix = "" + +if (-not([string]::IsNullOrEmpty($externalCredentialName))) +{ + "Logging in to Azure with $externalCredentialName external credential..." + Connect-AzAccount -ServicePrincipal -EnvironmentName $externalCloudEnvironment -Tenant $externalTenantId -Credential $externalCredential + $cloudSuffix = $externalCloudEnvironment.ToLower() + "-" + $cloudEnvironment = $externalCloudEnvironment +} + +$tenantId = (Get-AzContext).Tenant.Id + +$allAppGWs = @() + +Write-Output "Getting subscriptions target $TargetSubscription" +if (-not([string]::IsNullOrEmpty($TargetSubscription))) +{ + $subscriptions = $TargetSubscription + $subscriptionSuffix = $TargetSubscription +} +else +{ + $subscriptions = Get-AzSubscription | Where-Object { $_.State -eq "Enabled" } | ForEach-Object { "$($_.Id)"} + $subscriptionSuffix = $cloudSuffix + "all-" + $tenantId +} + +$appGWsTotal = @() +$resultsSoFar = 0 + +Write-Output "Querying for Application Gateways properties" + +$argQuery = @" +resources +| where type =~ 'Microsoft.Network/applicationGateways' +| extend gatewayIPsCount = array_length(properties.gatewayIPConfigurations) +| extend frontendIPsCount = array_length(properties.frontendIPConfigurations) +| extend frontendPortsCount = array_length(properties.frontendPorts) +| extend backendPoolsCount = array_length(properties.backendAddressPools) +| extend httpSettingsCount = array_length(properties.backendHttpSettingsCollection) +| extend httpListenersCount = array_length(properties.httpListeners) +| extend urlPathMapsCount = array_length(properties.urlPathMaps) +| extend requestRoutingRulesCount = array_length(properties.requestRoutingRules) +| extend probesCount = array_length(properties.probes) +| extend rewriteRulesCount = array_length(properties.rewriteRuleSets) +| extend redirectConfsCount = array_length(properties.redirectConfigurations) +| project id, name, resourceGroup, subscriptionId, tenantId, location, zones, skuName = properties.sku.name, skuTier = properties.sku.tier, skuCapacity = properties.sku.capacity, enableHttp2 = properties.enableHttp2, gatewayIPsCount, frontendIPsCount, frontendPortsCount, httpSettingsCount, httpListenersCount, backendPoolsCount, urlPathMapsCount, requestRoutingRulesCount, probesCount, rewriteRulesCount, redirectConfsCount, tags +| join kind=leftouter ( + resources + | where type =~ 'Microsoft.Network/applicationGateways' + | mvexpand backendPools = properties.backendAddressPools + | extend backendIPCount = array_length(backendPools.properties.backendIPConfigurations) + | extend backendAddressesCount = array_length(backendPools.properties.backendAddresses) + | summarize backendIPCount = sum(backendIPCount), backendAddressesCount = sum(backendAddressesCount) by id +) on id +| project-away id1 +| order by id asc +"@ + +do +{ + if ($resultsSoFar -eq 0) + { + $appGWs = Search-AzGraph -Query $argQuery -First $ARGPageSize -Subscription $subscriptions + } + else + { + $appGWs = Search-AzGraph -Query $argQuery -First $ARGPageSize -Skip $resultsSoFar -Subscription $subscriptions + } + if ($appGWs -and $appGWs.GetType().Name -eq "PSResourceGraphResponse") + { + $appGWs = $appGWs.Data + } + $resultsCount = $appGWs.Count + $resultsSoFar += $resultsCount + $appGWsTotal += $appGWs + +} while ($resultsCount -eq $ARGPageSize) + +Write-Output "Found $($appGWsTotal.Count) Application Gateway entries" + +<# + Building CSV entries +#> + +$datetime = (get-date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyy-MM-ddTHH:mm:00.000Z") +$statusDate = $datetime.ToString("yyyy-MM-dd") + +foreach ($appGW in $appGWsTotal) +{ + $logentry = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $cloudEnvironment + TenantGuid = $appGW.tenantId + SubscriptionGuid = $appGW.subscriptionId + ResourceGroupName = $appGW.resourceGroup.ToLower() + InstanceName = $appGW.name.ToLower() + InstanceId = $appGW.id.ToLower() + SkuName = $appGW.skuName + SkuTier = $appGW.skuTier + SkuCapacity = $appGW.skuCapacity + Location = $appGW.location + Zones = $appGW.zones + EnableHttp2 = $appGW.enableHttp2 + GatewayIPsCount = $appGW.gatewayIPsCount + FrontendIPsCount = $appGW.frontendIPsCount + FrontendPortsCount = $appGW.frontendPortsCount + BackendIPCount = $appGW.backendIPCount + BackendAddressesCount = $appGW.backendAddressesCount + HttpSettingsCount = $appGW.httpSettingsCount + HttpListenersCount = $appGW.httpListenersCount + BackendPoolsCount = $appGW.backendPoolsCount + ProbesCount = $appGW.probesCount + UrlPathMapsCount = $appGW.urlPathMapsCount + RequestRoutingRulesCount = $appGW.requestRoutingRulesCount + RewriteRulesCount = $appGW.rewriteRulesCount + RedirectConfsCount = $appGW.redirectConfsCount + StatusDate = $statusDate + Tags = $appGW.tags + } + + $allAppGWs += $logentry +} + +<# + Actually exporting CSV to Azure Storage +#> + +$today = $datetime.ToString("yyyyMMdd") +$csvExportPath = "$today-appgws-$subscriptionSuffix.csv" + +$allAppGWs | Export-Csv -Path $csvExportPath -NoTypeInformation + +$csvBlobName = $csvExportPath + +$csvProperties = @{"ContentType" = "text/csv"}; + +Set-AzStorageBlobContent -File $csvExportPath -Container $storageAccountSinkContainer -Properties $csvProperties -Blob $csvBlobName -Context $saCtx -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Uploaded $csvBlobName to Blob Storage..." + +Remove-Item -Path $csvExportPath -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Removed $csvExportPath from local disk..." \ No newline at end of file diff --git a/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-ARGAppServicePlanPropertiesToBlobStorage.ps1 b/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-ARGAppServicePlanPropertiesToBlobStorage.ps1 new file mode 100644 index 000000000..8e4fed27d --- /dev/null +++ b/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-ARGAppServicePlanPropertiesToBlobStorage.ps1 @@ -0,0 +1,209 @@ +param( + [Parameter(Mandatory = $false)] + [string] $TargetSubscription, + + [Parameter(Mandatory = $false)] + [string] $externalCloudEnvironment, + + [Parameter(Mandatory = $false)] + [string] $externalTenantId, + + [Parameter(Mandatory = $false)] + [string] $externalCredentialName +) + +$ErrorActionPreference = "Stop" + +$cloudEnvironment = Get-AutomationVariable -Name "AzureOptimization_CloudEnvironment" -ErrorAction SilentlyContinue # AzureCloud|AzureChinaCloud +if ([string]::IsNullOrEmpty($cloudEnvironment)) +{ + $cloudEnvironment = "AzureCloud" +} +$referenceRegion = Get-AutomationVariable -Name "AzureOptimization_ReferenceRegion" -ErrorAction SilentlyContinue # e.g., westeurope +if ([string]::IsNullOrEmpty($referenceRegion)) +{ + $referenceRegion = "westeurope" +} +$authenticationOption = Get-AutomationVariable -Name "AzureOptimization_AuthenticationOption" -ErrorAction SilentlyContinue # ManagedIdentity|UserAssignedManagedIdentity +if ([string]::IsNullOrEmpty($authenticationOption)) +{ + $authenticationOption = "ManagedIdentity" +} +if ($authenticationOption -eq "UserAssignedManagedIdentity") +{ + $uamiClientID = Get-AutomationVariable -Name "AzureOptimization_UAMIClientID" +} + +$storageAccountSink = Get-AutomationVariable -Name "AzureOptimization_StorageSink" + + +$storageAccountSinkEnv = Get-AutomationVariable -Name "AzureOptimization_StorageSinkEnvironment" -ErrorAction SilentlyContinue +if (-not($storageAccountSinkEnv)) +{ + $storageAccountSinkEnv = $cloudEnvironment +} +$storageAccountSinkKeyCred = Get-AutomationPSCredential -Name "AzureOptimization_StorageSinkKey" -ErrorAction SilentlyContinue +$storageAccountSinkKey = $null +if ($storageAccountSinkKeyCred) +{ + $storageAccountSink = $storageAccountSinkKeyCred.UserName + $storageAccountSinkKey = $storageAccountSinkKeyCred.GetNetworkCredential().Password +} + +$storageAccountSinkContainer = Get-AutomationVariable -Name "AzureOptimization_ARGAppServicePlanContainer" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($storageAccountSinkContainer)) +{ + $storageAccountSinkContainer = "argappserviceplanexports" +} + +if (-not([string]::IsNullOrEmpty($externalCredentialName))) +{ + $externalCredential = Get-AutomationPSCredential -Name $externalCredentialName +} + +$ARGPageSize = 1000 + +"Logging in to Azure with $authenticationOption..." + +switch ($authenticationOption) { + "UserAssignedManagedIdentity" { + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment -AccountId $uamiClientID + break + } + Default { #ManagedIdentity + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment + break + } +} + +if (-not($storageAccountSinkKey)) +{ + Write-Output "Getting Storage Account context with login" + + $saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -UseConnectedAccount -Environment $cloudEnvironment +} +else +{ + Write-Output "Getting Storage Account context with key" + $saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -StorageAccountKey $storageAccountSinkKey -Environment $storageAccountSinkEnv +} + +$cloudSuffix = "" + +if (-not([string]::IsNullOrEmpty($externalCredentialName))) +{ + "Logging in to Azure with $externalCredentialName external credential..." + Connect-AzAccount -ServicePrincipal -EnvironmentName $externalCloudEnvironment -Tenant $externalTenantId -Credential $externalCredential + $cloudSuffix = $externalCloudEnvironment.ToLower() + "-" + $cloudEnvironment = $externalCloudEnvironment +} + +$tenantId = (Get-AzContext).Tenant.Id + +$allasp = @() + +Write-Output "Getting subscriptions target $TargetSubscription" +if (-not([string]::IsNullOrEmpty($TargetSubscription))) +{ + $subscriptions = $TargetSubscription + $subscriptionSuffix = $TargetSubscription +} +else +{ + $subscriptions = Get-AzSubscription | Where-Object { $_.State -eq "Enabled" } | ForEach-Object { "$($_.Id)"} + $subscriptionSuffix = $cloudSuffix + "all-" + $tenantId +} + +$aspTotal = @() + +$resultsSoFar = 0 + +Write-Output "Querying for App Service Plan properties" + +$argQuery = @" + resources + | where type =~ 'microsoft.web/serverfarms' + | extend skuName = sku.name, skuTier = sku.tier, skuCapacity = sku.capacity, skuFamily = sku.family, skuSize = sku.size + | extend computeMode = properties.computeMode, zoneRedundant = properties.zoneRedundant + | extend numberOfWorkers = properties.numberOfWorkers, currentNumberOfWorkers = properties.currentNumberOfWorkers, maximumNumberOfWorkers = properties.maximumNumberOfWorkers + | extend numberOfSites = properties.numberOfSites, planName = properties.planName + | order by id asc +"@ + +do +{ + if ($resultsSoFar -eq 0) + { + $asp = Search-AzGraph -Query $argQuery -First $ARGPageSize -Subscription $subscriptions + } + else + { + $asp = Search-AzGraph -Query $argQuery -First $ARGPageSize -Skip $resultsSoFar -Subscription $subscriptions + } + if ($asp -and $asp.GetType().Name -eq "PSResourceGraphResponse") + { + $asp = $asp.Data + } + $resultsCount = $asp.Count + $resultsSoFar += $resultsCount + $aspTotal += $asp + +} while ($resultsCount -eq $ARGPageSize) + +$datetime = (Get-Date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyy-MM-ddTHH:mm:00.000Z") +$statusDate = $datetime.ToString("yyyy-MM-dd") + +Write-Output "Building $($aspTotal.Count) App Service Plan entries" + +foreach ($asplan in $aspTotal) +{ + $logentry = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $cloudEnvironment + TenantGuid = $asplan.tenantId + SubscriptionGuid = $asplan.subscriptionId + ResourceGroupName = $asplan.resourceGroup.ToLower() + ZoneRedundant = $asplan.zoneRedundant + Location = $asplan.location + AppServicePlanName = $asplan.name.ToLower() + InstanceId = $asplan.id.ToLower() + Kind = $asplan.kind + SkuName = $asplan.skuName + SkuTier = $asplan.skuTier + SkuCapacity = $asplan.skuCapacity + SkuFamily = $asplan.skuFamily + SkuSize = $asplan.skuSize + ComputeMode = $asplan.computeMode + NumberOfWorkers = $asplan.numberOfWorkers + CurrentNumberOfWorkers = $asplan.currentNumberOfWorkers + MaximumNumberOfWorkers = $asplan.maximumNumberOfWorkers + NumberOfSites = $asplan.numberOfSites + PlanName = $asplan.planName + Tags = $asplan.tags + StatusDate = $statusDate + } + + $allasp += $logentry +} + +Write-Output "Uploading CSV to Storage" + +$today = $datetime.ToString("yyyyMMdd") +$csvExportPath = "$today-asp-$subscriptionSuffix.csv" + +$allasp | Export-Csv -Path $csvExportPath -NoTypeInformation + +$csvBlobName = $csvExportPath + +$csvProperties = @{"ContentType" = "text/csv"}; + +Set-AzStorageBlobContent -File $csvExportPath -Container $storageAccountSinkContainer -Properties $csvProperties -Blob $csvBlobName -Context $saCtx -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Uploaded $csvBlobName to Blob Storage..." + +Remove-Item -Path $csvExportPath -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Removed $csvExportPath from local disk..." \ No newline at end of file diff --git a/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-ARGAvailabilitySetPropertiesToBlobStorage.ps1 b/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-ARGAvailabilitySetPropertiesToBlobStorage.ps1 new file mode 100644 index 000000000..f62883987 --- /dev/null +++ b/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-ARGAvailabilitySetPropertiesToBlobStorage.ps1 @@ -0,0 +1,198 @@ +param( + [Parameter(Mandatory = $false)] + [string] $TargetSubscription, + + [Parameter(Mandatory = $false)] + [string] $externalCloudEnvironment, + + [Parameter(Mandatory = $false)] + [string] $externalTenantId, + + [Parameter(Mandatory = $false)] + [string] $externalCredentialName +) + +$ErrorActionPreference = "Stop" + +$cloudEnvironment = Get-AutomationVariable -Name "AzureOptimization_CloudEnvironment" -ErrorAction SilentlyContinue # AzureCloud|AzureChinaCloud +if ([string]::IsNullOrEmpty($cloudEnvironment)) +{ + $cloudEnvironment = "AzureCloud" +} +$authenticationOption = Get-AutomationVariable -Name "AzureOptimization_AuthenticationOption" -ErrorAction SilentlyContinue # ManagedIdentity|UserAssignedManagedIdentity +if ([string]::IsNullOrEmpty($authenticationOption)) +{ + $authenticationOption = "ManagedIdentity" +} +if ($authenticationOption -eq "UserAssignedManagedIdentity") +{ + $uamiClientID = Get-AutomationVariable -Name "AzureOptimization_UAMIClientID" +} + +$storageAccountSink = Get-AutomationVariable -Name "AzureOptimization_StorageSink" + + +$storageAccountSinkEnv = Get-AutomationVariable -Name "AzureOptimization_StorageSinkEnvironment" -ErrorAction SilentlyContinue +if (-not($storageAccountSinkEnv)) +{ + $storageAccountSinkEnv = $cloudEnvironment +} +$storageAccountSinkKeyCred = Get-AutomationPSCredential -Name "AzureOptimization_StorageSinkKey" -ErrorAction SilentlyContinue +$storageAccountSinkKey = $null +if ($storageAccountSinkKeyCred) +{ + $storageAccountSink = $storageAccountSinkKeyCred.UserName + $storageAccountSinkKey = $storageAccountSinkKeyCred.GetNetworkCredential().Password +} + +$storageAccountSinkContainer = Get-AutomationVariable -Name "AzureOptimization_ARGAvailabilitySetContainer" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($storageAccountSinkContainer)) +{ + $storageAccountSinkContainer = "argavailsetexports" +} + +if (-not([string]::IsNullOrEmpty($externalCredentialName))) +{ + $externalCredential = Get-AutomationPSCredential -Name $externalCredentialName +} + +$ARGPageSize = 1000 + +"Logging in to Azure with $authenticationOption..." + +switch ($authenticationOption) { + "UserAssignedManagedIdentity" { + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment -AccountId $uamiClientID + break + } + Default { #ManagedIdentity + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment + break + } +} + +if (-not($storageAccountSinkKey)) +{ + Write-Output "Getting Storage Account context with login" + + $saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -UseConnectedAccount -Environment $cloudEnvironment +} +else +{ + Write-Output "Getting Storage Account context with key" + $saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -StorageAccountKey $storageAccountSinkKey -Environment $storageAccountSinkEnv +} + +$cloudSuffix = "" + +if (-not([string]::IsNullOrEmpty($externalCredentialName))) +{ + "Logging in to Azure with $externalCredentialName external credential..." + Connect-AzAccount -ServicePrincipal -EnvironmentName $externalCloudEnvironment -Tenant $externalTenantId -Credential $externalCredential + $cloudSuffix = $externalCloudEnvironment.ToLower() + "-" + $cloudEnvironment = $externalCloudEnvironment +} + +$tenantId = (Get-AzContext).Tenant.Id + +$allAvSets = @() + +Write-Output "Getting subscriptions target $TargetSubscription" +if (-not([string]::IsNullOrEmpty($TargetSubscription))) +{ + $subscriptions = $TargetSubscription + $subscriptionSuffix = $TargetSubscription +} +else +{ + $subscriptions = Get-AzSubscription | Where-Object { $_.State -eq "Enabled" } | ForEach-Object { "$($_.Id)"} + $subscriptionSuffix = $cloudSuffix + "all-" + $tenantId +} + +$avSetsTotal = @() +$resultsSoFar = 0 + +Write-Output "Querying for Availability Set properties" + +$argQuery = @" +resources +| where type =~ 'Microsoft.Compute/availabilitySets' +| project id, name, location, resourceGroup, subscriptionId, tenantId, skuName = tostring(sku.name), faultDomains = tostring(properties.platformFaultDomainCount), updateDomains = tostring(properties.platformUpdateDomainCount), vmCount = array_length(properties.virtualMachines), tags, zones +| order by id asc +"@ + +do +{ + if ($resultsSoFar -eq 0) + { + $avSets = Search-AzGraph -Query $argQuery -First $ARGPageSize -Subscription $subscriptions + } + else + { + $avSets = Search-AzGraph -Query $argQuery -First $ARGPageSize -Skip $resultsSoFar -Subscription $subscriptions + } + if ($avSets -and $avSets.GetType().Name -eq "PSResourceGraphResponse") + { + $avSets = $avSets.Data + } + $resultsCount = $avSets.Count + $resultsSoFar += $resultsCount + $avSetsTotal += $avSets + +} while ($resultsCount -eq $ARGPageSize) + +Write-Output "Found $($avSetsTotal.Count) Availability Set entries" + +<# + Building CSV entries +#> + +$datetime = (get-date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyy-MM-ddTHH:mm:00.000Z") +$statusDate = $datetime.ToString("yyyy-MM-dd") + +foreach ($avSet in $avSetsTotal) +{ + $logentry = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $cloudEnvironment + TenantGuid = $avSet.tenantId + SubscriptionGuid = $avSet.subscriptionId + ResourceGroupName = $avSet.resourceGroup.ToLower() + InstanceName = $avSet.name.ToLower() + InstanceId = $avSet.id.ToLower() + SkuName = $avSet.skuName + Location = $avSet.location + FaultDomains = $avSet.faultDomains + UpdateDomains = $avSet.updateDomains + VmCount = $avSet.vmCount + StatusDate = $statusDate + Tags = $avSet.tags + Zones = $avSet.zones + } + + $allAvSets += $logentry +} + +<# + Actually exporting CSV to Azure Storage +#> + +$today = $datetime.ToString("yyyyMMdd") +$csvExportPath = "$today-availsets-$subscriptionSuffix.csv" + +$allAvSets | Export-Csv -Path $csvExportPath -NoTypeInformation + +$csvBlobName = $csvExportPath + +$csvProperties = @{"ContentType" = "text/csv"}; + +Set-AzStorageBlobContent -File $csvExportPath -Container $storageAccountSinkContainer -Properties $csvProperties -Blob $csvBlobName -Context $saCtx -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Uploaded $csvBlobName to Blob Storage..." + +Remove-Item -Path $csvExportPath -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Removed $csvExportPath from local disk..." \ No newline at end of file diff --git a/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-ARGLoadBalancerPropertiesToBlobStorage.ps1 b/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-ARGLoadBalancerPropertiesToBlobStorage.ps1 new file mode 100644 index 000000000..f1eadfc1b --- /dev/null +++ b/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-ARGLoadBalancerPropertiesToBlobStorage.ps1 @@ -0,0 +1,222 @@ +param( + [Parameter(Mandatory = $false)] + [string] $TargetSubscription, + + [Parameter(Mandatory = $false)] + [string] $externalCloudEnvironment, + + [Parameter(Mandatory = $false)] + [string] $externalTenantId, + + [Parameter(Mandatory = $false)] + [string] $externalCredentialName +) + +$ErrorActionPreference = "Stop" + +$cloudEnvironment = Get-AutomationVariable -Name "AzureOptimization_CloudEnvironment" -ErrorAction SilentlyContinue # AzureCloud|AzureChinaCloud +if ([string]::IsNullOrEmpty($cloudEnvironment)) +{ + $cloudEnvironment = "AzureCloud" +} +$authenticationOption = Get-AutomationVariable -Name "AzureOptimization_AuthenticationOption" -ErrorAction SilentlyContinue # ManagedIdentity|UserAssignedManagedIdentity +if ([string]::IsNullOrEmpty($authenticationOption)) +{ + $authenticationOption = "ManagedIdentity" +} +if ($authenticationOption -eq "UserAssignedManagedIdentity") +{ + $uamiClientID = Get-AutomationVariable -Name "AzureOptimization_UAMIClientID" +} + +$storageAccountSink = Get-AutomationVariable -Name "AzureOptimization_StorageSink" + + +$storageAccountSinkEnv = Get-AutomationVariable -Name "AzureOptimization_StorageSinkEnvironment" -ErrorAction SilentlyContinue +if (-not($storageAccountSinkEnv)) +{ + $storageAccountSinkEnv = $cloudEnvironment +} +$storageAccountSinkKeyCred = Get-AutomationPSCredential -Name "AzureOptimization_StorageSinkKey" -ErrorAction SilentlyContinue +$storageAccountSinkKey = $null +if ($storageAccountSinkKeyCred) +{ + $storageAccountSink = $storageAccountSinkKeyCred.UserName + $storageAccountSinkKey = $storageAccountSinkKeyCred.GetNetworkCredential().Password +} + +$storageAccountSinkContainer = Get-AutomationVariable -Name "AzureOptimization_ARGLoadBalancerContainer" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($storageAccountSinkContainer)) +{ + $storageAccountSinkContainer = "arglbexports" +} + +if (-not([string]::IsNullOrEmpty($externalCredentialName))) +{ + $externalCredential = Get-AutomationPSCredential -Name $externalCredentialName +} + +$ARGPageSize = 1000 + +"Logging in to Azure with $authenticationOption..." + +switch ($authenticationOption) { + "UserAssignedManagedIdentity" { + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment -AccountId $uamiClientID + break + } + Default { #ManagedIdentity + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment + break + } +} + +if (-not($storageAccountSinkKey)) +{ + Write-Output "Getting Storage Account context with login" + + $saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -UseConnectedAccount -Environment $cloudEnvironment +} +else +{ + Write-Output "Getting Storage Account context with key" + $saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -StorageAccountKey $storageAccountSinkKey -Environment $storageAccountSinkEnv +} + +$cloudSuffix = "" + +if (-not([string]::IsNullOrEmpty($externalCredentialName))) +{ + "Logging in to Azure with $externalCredentialName external credential..." + Connect-AzAccount -ServicePrincipal -EnvironmentName $externalCloudEnvironment -Tenant $externalTenantId -Credential $externalCredential + $cloudSuffix = $externalCloudEnvironment.ToLower() + "-" + $cloudEnvironment = $externalCloudEnvironment +} + +$tenantId = (Get-AzContext).Tenant.Id + +$allLBs = @() + +Write-Output "Getting subscriptions target $TargetSubscription" +if (-not([string]::IsNullOrEmpty($TargetSubscription))) +{ + $subscriptions = $TargetSubscription + $subscriptionSuffix = $TargetSubscription +} +else +{ + $subscriptions = Get-AzSubscription | Where-Object { $_.State -eq "Enabled" } | ForEach-Object { "$($_.Id)"} + $subscriptionSuffix = $cloudSuffix + "all-" + $tenantId +} + +$LBsTotal = @() +$resultsSoFar = 0 + +Write-Output "Querying for Load Balancer properties" + +$argQuery = @" +resources +| where type =~ 'Microsoft.Network/loadBalancers' +| extend lbType = iif(properties.frontendIPConfigurations contains 'publicIPAddress', 'Public', iif(properties.frontendIPConfigurations contains 'privateIPAddress', 'Internal', 'Unknown')) +| extend lbRulesCount = array_length(properties.loadBalancingRules) +| extend frontendIPsCount = array_length(properties.frontendIPConfigurations) +| extend inboundNatRulesCount = array_length(properties.inboundNatRules) +| extend outboundRulesCount = array_length(properties.outboundRules) +| extend inboundNatPoolsCount = array_length(properties.inboundNatPools) +| extend backendPoolsCount = array_length(properties.backendAddressPools) +| extend probesCount = array_length(properties.probes) +| project id, name, resourceGroup, subscriptionId, tenantId, location, skuName = sku.name, skuTier = sku.tier, lbType, lbRulesCount, frontendIPsCount, inboundNatRulesCount, outboundRulesCount, inboundNatPoolsCount, backendPoolsCount, probesCount, tags +| join kind=leftouter ( + resources + | where type =~ 'Microsoft.Network/loadBalancers' + | mvexpand backendPools = properties.backendAddressPools + | extend backendIPCount = array_length(backendPools.properties.backendIPConfigurations) + | extend backendAddressesCount = array_length(backendPools.properties.loadBalancerBackendAddresses) + | summarize backendIPCount = sum(backendIPCount), backendAddressesCount = sum(backendAddressesCount) by id +) on id +| project-away id1 +| order by id asc +"@ + +do +{ + if ($resultsSoFar -eq 0) + { + $LBs = Search-AzGraph -Query $argQuery -First $ARGPageSize -Subscription $subscriptions + } + else + { + $LBs = Search-AzGraph -Query $argQuery -First $ARGPageSize -Skip $resultsSoFar -Subscription $subscriptions + } + if ($LBs -and $LBs.GetType().Name -eq "PSResourceGraphResponse") + { + $LBs = $LBs.Data + } + $resultsCount = $LBs.Count + $resultsSoFar += $resultsCount + $LBsTotal += $LBs + +} while ($resultsCount -eq $ARGPageSize) + +Write-Output "Found $($LBsTotal.Count) Load Balancer entries" + +<# + Building CSV entries +#> + +$datetime = (get-date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyy-MM-ddTHH:mm:00.000Z") +$statusDate = $datetime.ToString("yyyy-MM-dd") + +foreach ($lb in $LBsTotal) +{ + $logentry = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $cloudEnvironment + TenantGuid = $lb.tenantId + SubscriptionGuid = $lb.subscriptionId + ResourceGroupName = $lb.resourceGroup.ToLower() + InstanceName = $lb.name.ToLower() + InstanceId = $lb.id.ToLower() + SkuName = $lb.skuName + SkuTier = $lb.skuTier + Location = $lb.location + LbType = $lb.lbType + LbRulesCount = $lb.lbRulesCount + InboundNatRulesCount = $lb.inboundNatRulesCount + OutboundRulesCount = $lb.outboundRulesCount + FrontendIPsCount = $lb.frontendIPsCount + BackendIPCount = $lb.backendIPCount + BackendAddressesCount = $lb.backendAddressesCount + InboundNatPoolsCount = $lb.inboundNatPoolsCount + BackendPoolsCount = $lb.backendPoolsCount + ProbesCount = $lb.probesCount + StatusDate = $statusDate + Tags = $lb.tags + } + + $allLBs += $logentry +} + +<# + Actually exporting CSV to Azure Storage +#> + +$today = $datetime.ToString("yyyyMMdd") +$csvExportPath = "$today-lbs-$subscriptionSuffix.csv" + +$allLBs | Export-Csv -Path $csvExportPath -NoTypeInformation + +$csvBlobName = $csvExportPath + +$csvProperties = @{"ContentType" = "text/csv"}; + +Set-AzStorageBlobContent -File $csvExportPath -Container $storageAccountSinkContainer -Properties $csvProperties -Blob $csvBlobName -Context $saCtx -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Uploaded $csvBlobName to Blob Storage..." + +Remove-Item -Path $csvExportPath -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Removed $csvExportPath from local disk..." \ No newline at end of file diff --git a/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-ARGManagedDisksPropertiesToBlobStorage.ps1 b/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-ARGManagedDisksPropertiesToBlobStorage.ps1 new file mode 100644 index 000000000..1fd66721f --- /dev/null +++ b/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-ARGManagedDisksPropertiesToBlobStorage.ps1 @@ -0,0 +1,232 @@ +param( + [Parameter(Mandatory = $false)] + [string] $TargetSubscription, + + [Parameter(Mandatory = $false)] + [string] $externalCloudEnvironment, + + [Parameter(Mandatory = $false)] + [string] $externalTenantId, + + [Parameter(Mandatory = $false)] + [string] $externalCredentialName +) + +$ErrorActionPreference = "Stop" + +$cloudEnvironment = Get-AutomationVariable -Name "AzureOptimization_CloudEnvironment" -ErrorAction SilentlyContinue # AzureCloud|AzureChinaCloud +if ([string]::IsNullOrEmpty($cloudEnvironment)) +{ + $cloudEnvironment = "AzureCloud" +} +$authenticationOption = Get-AutomationVariable -Name "AzureOptimization_AuthenticationOption" -ErrorAction SilentlyContinue # ManagedIdentity|UserAssignedManagedIdentity +if ([string]::IsNullOrEmpty($authenticationOption)) +{ + $authenticationOption = "ManagedIdentity" +} +if ($authenticationOption -eq "UserAssignedManagedIdentity") +{ + $uamiClientID = Get-AutomationVariable -Name "AzureOptimization_UAMIClientID" +} + +$storageAccountSink = Get-AutomationVariable -Name "AzureOptimization_StorageSink" + + +$storageAccountSinkEnv = Get-AutomationVariable -Name "AzureOptimization_StorageSinkEnvironment" -ErrorAction SilentlyContinue +if (-not($storageAccountSinkEnv)) +{ + $storageAccountSinkEnv = $cloudEnvironment +} +$storageAccountSinkKeyCred = Get-AutomationPSCredential -Name "AzureOptimization_StorageSinkKey" -ErrorAction SilentlyContinue +$storageAccountSinkKey = $null +if ($storageAccountSinkKeyCred) +{ + $storageAccountSink = $storageAccountSinkKeyCred.UserName + $storageAccountSinkKey = $storageAccountSinkKeyCred.GetNetworkCredential().Password +} + +$storageAccountSinkContainer = Get-AutomationVariable -Name "AzureOptimization_ARGDiskContainer" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($storageAccountSinkContainer)) +{ + $storageAccountSinkContainer = "argdiskexports" +} + +if (-not([string]::IsNullOrEmpty($externalCredentialName))) +{ + $externalCredential = Get-AutomationPSCredential -Name $externalCredentialName +} + +$ARGPageSize = 1000 + +"Logging in to Azure with $authenticationOption..." + +switch ($authenticationOption) { + "UserAssignedManagedIdentity" { + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment -AccountId $uamiClientID + break + } + Default { #ManagedIdentity + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment + break + } +} + +if (-not($storageAccountSinkKey)) +{ + Write-Output "Getting Storage Account context with login" + + $saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -UseConnectedAccount -Environment $cloudEnvironment +} +else +{ + Write-Output "Getting Storage Account context with key" + $saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -StorageAccountKey $storageAccountSinkKey -Environment $storageAccountSinkEnv +} + +$cloudSuffix = "" + +if (-not([string]::IsNullOrEmpty($externalCredentialName))) +{ + "Logging in to Azure with $externalCredentialName external credential..." + Connect-AzAccount -ServicePrincipal -EnvironmentName $externalCloudEnvironment -Tenant $externalTenantId -Credential $externalCredential + $cloudSuffix = $externalCloudEnvironment.ToLower() + "-" + $cloudEnvironment = $externalCloudEnvironment +} + +$tenantId = (Get-AzContext).Tenant.Id + +$alldisks = @() + +Write-Output "Getting subscriptions target $TargetSubscription" +if (-not([string]::IsNullOrEmpty($TargetSubscription))) +{ + $subscriptions = $TargetSubscription + $subscriptionSuffix = $TargetSubscription +} +else +{ + $subscriptions = Get-AzSubscription | Where-Object { $_.State -eq "Enabled" } | ForEach-Object { "$($_.Id)"} + $subscriptionSuffix = $cloudSuffix + "all-" + $tenantId +} + +$mdisksTotal = @() +$resultsSoFar = 0 + +<# + Getting all Managed Disks properties with Azure Resource Graph query +#> + +Write-Output "Querying for ARM Managed Disks properties" + +$argQuery = @" + resources + | where type =~ 'Microsoft.Compute/disks' + | extend DiskId = tolower(id), OwnerVmId = tolower(managedBy) + | join kind=leftouter ( + resources + | where type =~ 'Microsoft.Compute/virtualMachines' and array_length(properties.storageProfile.dataDisks) > 0 + | extend OwnerVmId = tolower(id) + | mv-expand DataDisks = properties.storageProfile.dataDisks + | extend DiskId = tolower(DataDisks.managedDisk.id), diskCaching = tostring(DataDisks.caching), diskType = 'Data' + | project DiskId, OwnerVmId, diskCaching, diskType + | union ( + resources + | where type =~ 'Microsoft.Compute/virtualMachines' + | extend OwnerVmId = tolower(id) + | extend DiskId = tolower(properties.storageProfile.osDisk.managedDisk.id), diskCaching = tostring(properties.storageProfile.osDisk.caching), diskType = 'OS' + | project DiskId, OwnerVmId, diskCaching, diskType + ) + ) on OwnerVmId, DiskId + | project-away OwnerVmId, DiskId, OwnerVmId1, DiskId1 + | order by id asc +"@ + +do +{ + if ($resultsSoFar -eq 0) + { + $mdisks = Search-AzGraph -Query $argQuery -First $ARGPageSize -Subscription $subscriptions + } + else + { + $mdisks = Search-AzGraph -Query $argQuery -First $ARGPageSize -Skip $resultsSoFar -Subscription $subscriptions + } + if ($mdisks -and $mdisks.GetType().Name -eq "PSResourceGraphResponse") + { + $mdisks = $mdisks.Data + } + $resultsCount = $mdisks.Count + $resultsSoFar += $resultsCount + $mdisksTotal += $mdisks + +} while ($resultsCount -eq $ARGPageSize) + +Write-Output "Found $($mdisksTotal.Count) Managed Disk entries" + +<# + Building CSV entries +#> + +$datetime = (get-date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyy-MM-ddTHH:mm:00.000Z") +$statusDate = $datetime.ToString("yyyy-MM-dd") + +foreach ($disk in $mdisksTotal) +{ + $ownerVmId = $null + if ($null -ne $disk.managedBy) + { + $ownerVmId = $disk.managedBy.ToLower() + } + + $logentry = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $cloudEnvironment + TenantGuid = $disk.tenantId + SubscriptionGuid = $disk.subscriptionId + ResourceGroupName = $disk.resourceGroup.ToLower() + DiskName = $disk.name.ToLower() + InstanceId = $disk.id.ToLower() + Location = $disk.location + OwnerVMId = $ownerVmId + DeploymentModel = "Managed" + DiskType = $disk.diskType + TimeCreated = $disk.properties.timeCreated + DiskIOPS = $disk.properties.diskIOPSReadWrite + DiskThroughput = $disk.properties.diskMBpsReadWrite + DiskTier = $disk.properties.tier + DiskState = $disk.properties.diskState + EncryptionType = $disk.properties.encryption.type + Zones = $disk.zones + Caching = $disk.diskCaching + DiskSizeGB = $disk.properties.diskSizeGB + SKU = $disk.sku.name + StatusDate = $statusDate + Tags = $disk.tags + } + + $alldisks += $logentry +} + +<# + Actually exporting CSV to Azure Storage +#> + +$today = $datetime.ToString("yyyyMMdd") +$csvExportPath = "$today-disks-$subscriptionSuffix.csv" + +$alldisks | Export-Csv -Path $csvExportPath -NoTypeInformation + +$csvBlobName = $csvExportPath + +$csvProperties = @{"ContentType" = "text/csv"}; + +Set-AzStorageBlobContent -File $csvExportPath -Container $storageAccountSinkContainer -Properties $csvProperties -Blob $csvBlobName -Context $saCtx -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Uploaded $csvBlobName to Blob Storage..." + +Remove-Item -Path $csvExportPath -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Removed $csvExportPath from local disk..." diff --git a/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-ARGNICPropertiesToBlobStorage.ps1 b/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-ARGNICPropertiesToBlobStorage.ps1 new file mode 100644 index 000000000..d5b91b94c --- /dev/null +++ b/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-ARGNICPropertiesToBlobStorage.ps1 @@ -0,0 +1,235 @@ +param( + [Parameter(Mandatory = $false)] + [string] $TargetSubscription, + + [Parameter(Mandatory = $false)] + [string] $externalCloudEnvironment, + + [Parameter(Mandatory = $false)] + [string] $externalTenantId, + + [Parameter(Mandatory = $false)] + [string] $externalCredentialName +) + +$ErrorActionPreference = "Stop" + +$cloudEnvironment = Get-AutomationVariable -Name "AzureOptimization_CloudEnvironment" -ErrorAction SilentlyContinue # AzureCloud|AzureChinaCloud +if ([string]::IsNullOrEmpty($cloudEnvironment)) +{ + $cloudEnvironment = "AzureCloud" +} +$referenceRegion = Get-AutomationVariable -Name "AzureOptimization_ReferenceRegion" -ErrorAction SilentlyContinue # e.g., westeurope +if ([string]::IsNullOrEmpty($referenceRegion)) +{ + $referenceRegion = "westeurope" +} +$authenticationOption = Get-AutomationVariable -Name "AzureOptimization_AuthenticationOption" -ErrorAction SilentlyContinue # ManagedIdentity|UserAssignedManagedIdentity +if ([string]::IsNullOrEmpty($authenticationOption)) +{ + $authenticationOption = "ManagedIdentity" +} +if ($authenticationOption -eq "UserAssignedManagedIdentity") +{ + $uamiClientID = Get-AutomationVariable -Name "AzureOptimization_UAMIClientID" +} + +$storageAccountSink = Get-AutomationVariable -Name "AzureOptimization_StorageSink" + + +$storageAccountSinkEnv = Get-AutomationVariable -Name "AzureOptimization_StorageSinkEnvironment" -ErrorAction SilentlyContinue +if (-not($storageAccountSinkEnv)) +{ + $storageAccountSinkEnv = $cloudEnvironment +} +$storageAccountSinkKeyCred = Get-AutomationPSCredential -Name "AzureOptimization_StorageSinkKey" -ErrorAction SilentlyContinue +$storageAccountSinkKey = $null +if ($storageAccountSinkKeyCred) +{ + $storageAccountSink = $storageAccountSinkKeyCred.UserName + $storageAccountSinkKey = $storageAccountSinkKeyCred.GetNetworkCredential().Password +} + +$storageAccountSinkContainer = Get-AutomationVariable -Name "AzureOptimization_ARGNICContainer" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($storageAccountSinkContainer)) +{ + $storageAccountSinkContainer = "argnicexports" +} + +if (-not([string]::IsNullOrEmpty($externalCredentialName))) +{ + $externalCredential = Get-AutomationPSCredential -Name $externalCredentialName +} + +$ARGPageSize = 1000 + +"Logging in to Azure with $authenticationOption..." + +switch ($authenticationOption) { + "UserAssignedManagedIdentity" { + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment -AccountId $uamiClientID + break + } + Default { #ManagedIdentity + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment + break + } +} + +if (-not($storageAccountSinkKey)) +{ + Write-Output "Getting Storage Account context with login" + + $saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -UseConnectedAccount -Environment $cloudEnvironment +} +else +{ + Write-Output "Getting Storage Account context with key" + $saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -StorageAccountKey $storageAccountSinkKey -Environment $storageAccountSinkEnv +} + +$cloudSuffix = "" + +if (-not([string]::IsNullOrEmpty($externalCredentialName))) +{ + "Logging in to Azure with $externalCredentialName external credential..." + Connect-AzAccount -ServicePrincipal -EnvironmentName $externalCloudEnvironment -Tenant $externalTenantId -Credential $externalCredential + $cloudSuffix = $externalCloudEnvironment.ToLower() + "-" + $cloudEnvironment = $externalCloudEnvironment +} + +$tenantId = (Get-AzContext).Tenant.Id + +$allnics = @() + +Write-Output "Getting subscriptions target $TargetSubscription" +if (-not([string]::IsNullOrEmpty($TargetSubscription))) +{ + $subscriptions = $TargetSubscription + $subscriptionSuffix = $TargetSubscription +} +else +{ + $subscriptions = Get-AzSubscription | Where-Object { $_.State -eq "Enabled" } | ForEach-Object { "$($_.Id)"} + $subscriptionSuffix = $cloudSuffix + "all-" + $tenantId +} + +$nicsTotal = @() + +$resultsSoFar = 0 + +Write-Output "Querying for NIC properties" + +$argQuery = @" + resources + | where type =~ 'microsoft.network/networkinterfaces' + | extend isPrimary = properties.primary + | extend enableAcceleratedNetworking = properties.enableAcceleratedNetworking + | extend enableIPForwarding = properties.enableIPForwarding + | extend tapConfigurationsCount = array_length(properties.tapConfigurations) + | extend hostedWorkloadsCount = array_length(properties.hostedWorkloads) + | extend internalDomainNameSuffix = properties.dnsSettings.internalDomainNameSuffix + | extend appliedDnsServers = properties.dnsSettings.appliedDnsServers + | extend dnsServers = properties.dnsSettings.dnsServers + | extend ownerVMId = tolower(properties.virtualMachine.id) + | extend ownerPEId = tolower(properties.privateEndpoint.id) + | extend macAddress = properties.macAddress + | extend nicType = properties.nicType + | extend nicNsgId = tolower(properties.networkSecurityGroup.id) + | mv-expand ipconfigs = properties.ipConfigurations + | project-away properties + | extend privateIPAddressVersion = tostring(ipconfigs.properties.privateIPAddressVersion) + | extend privateIPAllocationMethod = tostring(ipconfigs.properties.privateIPAllocationMethod) + | extend isIPConfigPrimary = tostring(ipconfigs.properties.primary) + | extend privateIPAddress = tostring(ipconfigs.properties.privateIPAddress) + | extend publicIPId = tolower(ipconfigs.properties.publicIPAddress.id) + | extend IPConfigName = tostring(ipconfigs.name) + | extend subnetId = tolower(ipconfigs.properties.subnet.id) + | project-away ipconfigs + | order by id asc +"@ + +do +{ + if ($resultsSoFar -eq 0) + { + $nics = Search-AzGraph -Query $argQuery -First $ARGPageSize -Subscription $subscriptions + } + else + { + $nics = Search-AzGraph -Query $argQuery -First $ARGPageSize -Skip $resultsSoFar -Subscription $subscriptions + } + if ($nics -and $nics.GetType().Name -eq "PSResourceGraphResponse") + { + $nics = $nics.Data + } + $resultsCount = $nics.Count + $resultsSoFar += $resultsCount + $nicsTotal += $nics + +} while ($resultsCount -eq $ARGPageSize) + +$datetime = (Get-Date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyy-MM-ddTHH:mm:00.000Z") +$statusDate = $datetime.ToString("yyyy-MM-dd") + +Write-Output "Building $($nicsTotal.Count) ARM VNet nic entries" + +foreach ($nic in $nicsTotal) +{ + $logentry = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $cloudEnvironment + TenantGuid = $nic.tenantId + SubscriptionGuid = $nic.subscriptionId + ResourceGroupName = $nic.resourceGroup.ToLower() + Location = $nic.location + Name = $nic.name.ToLower() + InstanceId = $nic.id.ToLower() + IsPrimary = $nic.isPrimary + EnableAcceleratedNetworking = $nic.enableAcceleratedNetworking + EnableIPForwarding = $nic.enableIPForwarding + TapConfigurationsCount = $nic.tapConfigurationsCount + HostedWorkloadsCount = $nic.hostedWorkloadsCount + InternalDomainNameSuffix = $nic.internalDomainNameSuffix + AppliedDnsServers = $nic.appliedDnsServers + DnsServers = $nic.dnsServers + OwnerVMId = $nic.ownerVMId + OwnerPEId = $nic.ownerPEId + MacAddress = $nic.macAddress + NicType = $nic.nicType + NicNSGId = $nic.nicNsgId + PrivateIPAddressVersion = $nic.privateIPAddressVersion + PrivateIPAllocationMethod = $nic.privateIPAllocationMethod + IsIPConfigPrimary = $nic.isIPConfigPrimary + PrivateIPAddress = $nic.privateIPAddress + PublicIPId = $nic.publicIPId + IPConfigName = $nic.IPConfigName + SubnetId = $nic.subnetId + Tags = $nic.tags + StatusDate = $statusDate + } + + $allnics += $logentry +} + +Write-Output "Uploading CSV to Storage" + +$today = $datetime.ToString("yyyyMMdd") +$csvExportPath = "$today-nics-$subscriptionSuffix.csv" + +$allnics | Export-Csv -Path $csvExportPath -NoTypeInformation + +$csvBlobName = $csvExportPath + +$csvProperties = @{"ContentType" = "text/csv"}; + +Set-AzStorageBlobContent -File $csvExportPath -Container $storageAccountSinkContainer -Properties $csvProperties -Blob $csvBlobName -Context $saCtx -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Uploaded $csvBlobName to Blob Storage..." + +Remove-Item -Path $csvExportPath -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Removed $csvExportPath from local disk..." \ No newline at end of file diff --git a/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-ARGNSGPropertiesToBlobStorage.ps1 b/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-ARGNSGPropertiesToBlobStorage.ps1 new file mode 100644 index 000000000..b5da838ea --- /dev/null +++ b/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-ARGNSGPropertiesToBlobStorage.ps1 @@ -0,0 +1,217 @@ +param( + [Parameter(Mandatory = $false)] + [string] $TargetSubscription, + + [Parameter(Mandatory = $false)] + [string] $externalCloudEnvironment, + + [Parameter(Mandatory = $false)] + [string] $externalTenantId, + + [Parameter(Mandatory = $false)] + [string] $externalCredentialName +) + +$ErrorActionPreference = "Stop" + +$cloudEnvironment = Get-AutomationVariable -Name "AzureOptimization_CloudEnvironment" -ErrorAction SilentlyContinue # AzureCloud|AzureChinaCloud +if ([string]::IsNullOrEmpty($cloudEnvironment)) +{ + $cloudEnvironment = "AzureCloud" +} +$referenceRegion = Get-AutomationVariable -Name "AzureOptimization_ReferenceRegion" -ErrorAction SilentlyContinue # e.g., westeurope +if ([string]::IsNullOrEmpty($referenceRegion)) +{ + $referenceRegion = "westeurope" +} +$authenticationOption = Get-AutomationVariable -Name "AzureOptimization_AuthenticationOption" -ErrorAction SilentlyContinue # ManagedIdentity|UserAssignedManagedIdentity +if ([string]::IsNullOrEmpty($authenticationOption)) +{ + $authenticationOption = "ManagedIdentity" +} +if ($authenticationOption -eq "UserAssignedManagedIdentity") +{ + $uamiClientID = Get-AutomationVariable -Name "AzureOptimization_UAMIClientID" +} + +$storageAccountSink = Get-AutomationVariable -Name "AzureOptimization_StorageSink" + + +$storageAccountSinkEnv = Get-AutomationVariable -Name "AzureOptimization_StorageSinkEnvironment" -ErrorAction SilentlyContinue +if (-not($storageAccountSinkEnv)) +{ + $storageAccountSinkEnv = $cloudEnvironment +} +$storageAccountSinkKeyCred = Get-AutomationPSCredential -Name "AzureOptimization_StorageSinkKey" -ErrorAction SilentlyContinue +$storageAccountSinkKey = $null +if ($storageAccountSinkKeyCred) +{ + $storageAccountSink = $storageAccountSinkKeyCred.UserName + $storageAccountSinkKey = $storageAccountSinkKeyCred.GetNetworkCredential().Password +} + +$storageAccountSinkContainer = Get-AutomationVariable -Name "AzureOptimization_ARGNSGContainer" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($storageAccountSinkContainer)) +{ + $storageAccountSinkContainer = "argnsgexports" +} + +if (-not([string]::IsNullOrEmpty($externalCredentialName))) +{ + $externalCredential = Get-AutomationPSCredential -Name $externalCredentialName +} + +$ARGPageSize = 1000 + +"Logging in to Azure with $authenticationOption..." + +switch ($authenticationOption) { + "UserAssignedManagedIdentity" { + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment -AccountId $uamiClientID + break + } + Default { #ManagedIdentity + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment + break + } +} + +if (-not($storageAccountSinkKey)) +{ + Write-Output "Getting Storage Account context with login" + + $saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -UseConnectedAccount -Environment $cloudEnvironment +} +else +{ + Write-Output "Getting Storage Account context with key" + $saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -StorageAccountKey $storageAccountSinkKey -Environment $storageAccountSinkEnv +} + +$cloudSuffix = "" + +if (-not([string]::IsNullOrEmpty($externalCredentialName))) +{ + "Logging in to Azure with $externalCredentialName external credential..." + Connect-AzAccount -ServicePrincipal -EnvironmentName $externalCloudEnvironment -Tenant $externalTenantId -Credential $externalCredential + $cloudSuffix = $externalCloudEnvironment.ToLower() + "-" + $cloudEnvironment = $externalCloudEnvironment +} + +$tenantId = (Get-AzContext).Tenant.Id + +$allnsgRules = @() + +Write-Output "Getting subscriptions target $TargetSubscription" +if (-not([string]::IsNullOrEmpty($TargetSubscription))) +{ + $subscriptions = $TargetSubscription + $subscriptionSuffix = $TargetSubscription +} +else +{ + $subscriptions = Get-AzSubscription | Where-Object { $_.State -eq "Enabled" } | ForEach-Object { "$($_.Id)"} + $subscriptionSuffix = $cloudSuffix + "all-" + $tenantId +} + +$nsgRulesTotal = @() + +$resultsSoFar = 0 + +Write-Output "Querying for NSG properties" + +$argQuery = @" +resources +| where type =~ 'Microsoft.Network/networkSecurityGroups' +| extend nicCount = iif(isnotempty(properties.networkInterfaces),array_length(properties.networkInterfaces),0) +| extend subnetCount = iif(isnotempty(properties.subnets),array_length(properties.subnets),0) +| mvexpand securityRules = properties.securityRules +| extend ruleName = tolower(securityRules.name) +| extend ruleProtocol = tolower(securityRules.properties.protocol) +| extend ruleDirection = tolower(securityRules.properties.direction) +| extend rulePriority = toint(securityRules.properties.priority) +| extend ruleAccess = tolower(securityRules.properties.access) +| extend ruleDestinationAddresses = tolower(iif(array_length(securityRules.properties.destinationAddressPrefixes) > 0,strcat_array(securityRules.properties.destinationAddressPrefixes, ','),securityRules.properties.destinationAddressPrefix)) +| extend ruleSourceAddresses = tolower(iif(array_length(securityRules.properties.sourceAddressPrefixes) > 0,strcat_array(securityRules.properties.sourceAddressPrefixes, ','),securityRules.properties.sourceAddressPrefix)) +| extend ruleDestinationPorts = iif(array_length(securityRules.properties.destinationPortRanges) > 0,strcat_array(securityRules.properties.destinationPortRanges, ','),securityRules.properties.destinationPortRange) +| extend ruleSourcePorts = iif(array_length(securityRules.properties.sourcePortRanges) > 0,strcat_array(securityRules.properties.sourcePortRanges, ','),securityRules.properties.sourcePortRange) +| extend ruleId = tolower(securityRules.id) +| project-away securityRules, properties +| order by ruleId asc +"@ + +do +{ + if ($resultsSoFar -eq 0) + { + $nsgRules = Search-AzGraph -Query $argQuery -First $ARGPageSize -Subscription $subscriptions + } + else + { + $nsgRules = Search-AzGraph -Query $argQuery -First $ARGPageSize -Skip $resultsSoFar -Subscription $subscriptions + } + if ($nsgRules -and $nsgRules.GetType().Name -eq "PSResourceGraphResponse") + { + $nsgRules = $nsgRules.Data + } + $resultsCount = $nsgRules.Count + $resultsSoFar += $resultsCount + $nsgRulesTotal += $nsgRules + +} while ($resultsCount -eq $ARGPageSize) + +$datetime = (Get-Date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyy-MM-ddTHH:mm:00.000Z") +$statusDate = $datetime.ToString("yyyy-MM-dd") + +Write-Output "Building $($nsgRulesTotal.Count) ARM NSG entries" + +foreach ($nsgRule in $nsgRulesTotal) +{ + $logentry = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $cloudEnvironment + TenantGuid = $nsgRule.tenantId + SubscriptionGuid = $nsgRule.subscriptionId + ResourceGroupName = $nsgRule.resourceGroup.ToLower() + Location = $nsgRule.location + NSGName = $nsgRule.name.ToLower() + InstanceId = $nsgRule.id.ToLower() + NicCount = $nsgRule.nicCount + SubnetCount = $nsgRule.subnetCount + RuleName = $nsgRule.ruleName + RuleProtocol = $nsgRule.ruleProtocol + RuleDirection = $nsgRule.ruleDirection + RulePriority = $nsgRule.rulePriority + RuleAccess = $nsgRule.ruleAccess + RuleDestinationAddresses = $nsgRule.ruleDestinationAddresses + RuleSourceAddresses = $nsgRule.ruleSourceAddresses + RuleDestinationPorts = $nsgRule.ruleDestinationPorts + RuleSourcePorts = $nsgRule.ruleSourcePorts + Tags = $nsgRule.tags + StatusDate = $statusDate + } + + $allnsgRules += $logentry +} + +Write-Output "Uploading CSV to Storage" + +$today = $datetime.ToString("yyyyMMdd") +$csvExportPath = "$today-nsgrules-$subscriptionSuffix.csv" + +$allnsgRules | Export-Csv -Path $csvExportPath -NoTypeInformation + +$csvBlobName = $csvExportPath + +$csvProperties = @{"ContentType" = "text/csv"}; + +Set-AzStorageBlobContent -File $csvExportPath -Container $storageAccountSinkContainer -Properties $csvProperties -Blob $csvBlobName -Context $saCtx -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Uploaded $csvBlobName to Blob Storage..." + +Remove-Item -Path $csvExportPath -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Removed $csvExportPath from local disk..." \ No newline at end of file diff --git a/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-ARGPublicIpPropertiesToBlobStorage.ps1 b/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-ARGPublicIpPropertiesToBlobStorage.ps1 new file mode 100644 index 000000000..063d03cb2 --- /dev/null +++ b/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-ARGPublicIpPropertiesToBlobStorage.ps1 @@ -0,0 +1,275 @@ +param( + [Parameter(Mandatory = $false)] + [string] $TargetSubscription, + + [Parameter(Mandatory = $false)] + [string] $externalCloudEnvironment, + + [Parameter(Mandatory = $false)] + [string] $externalTenantId, + + [Parameter(Mandatory = $false)] + [string] $externalCredentialName +) + +$ErrorActionPreference = "Stop" + +$cloudEnvironment = Get-AutomationVariable -Name "AzureOptimization_CloudEnvironment" -ErrorAction SilentlyContinue # AzureCloud|AzureChinaCloud +if ([string]::IsNullOrEmpty($cloudEnvironment)) +{ + $cloudEnvironment = "AzureCloud" +} +$referenceRegion = Get-AutomationVariable -Name "AzureOptimization_ReferenceRegion" -ErrorAction SilentlyContinue # e.g., westeurope +if ([string]::IsNullOrEmpty($referenceRegion)) +{ + $referenceRegion = "westeurope" +} +$authenticationOption = Get-AutomationVariable -Name "AzureOptimization_AuthenticationOption" -ErrorAction SilentlyContinue # ManagedIdentity|UserAssignedManagedIdentity +if ([string]::IsNullOrEmpty($authenticationOption)) +{ + $authenticationOption = "ManagedIdentity" +} +if ($authenticationOption -eq "UserAssignedManagedIdentity") +{ + $uamiClientID = Get-AutomationVariable -Name "AzureOptimization_UAMIClientID" +} + +$storageAccountSink = Get-AutomationVariable -Name "AzureOptimization_StorageSink" + + +$storageAccountSinkEnv = Get-AutomationVariable -Name "AzureOptimization_StorageSinkEnvironment" -ErrorAction SilentlyContinue +if (-not($storageAccountSinkEnv)) +{ + $storageAccountSinkEnv = $cloudEnvironment +} +$storageAccountSinkKeyCred = Get-AutomationPSCredential -Name "AzureOptimization_StorageSinkKey" -ErrorAction SilentlyContinue +$storageAccountSinkKey = $null +if ($storageAccountSinkKeyCred) +{ + $storageAccountSink = $storageAccountSinkKeyCred.UserName + $storageAccountSinkKey = $storageAccountSinkKeyCred.GetNetworkCredential().Password +} + +$storageAccountSinkContainer = Get-AutomationVariable -Name "AzureOptimization_ARGPublicIpContainer" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($storageAccountSinkContainer)) +{ + $storageAccountSinkContainer = "argpublicipexports" +} + +if (-not([string]::IsNullOrEmpty($externalCredentialName))) +{ + $externalCredential = Get-AutomationPSCredential -Name $externalCredentialName +} + +$ARGPageSize = 1000 + +"Logging in to Azure with $authenticationOption..." + +switch ($authenticationOption) { + "UserAssignedManagedIdentity" { + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment -AccountId $uamiClientID + break + } + Default { #ManagedIdentity + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment + break + } +} + +if (-not($storageAccountSinkKey)) +{ + Write-Output "Getting Storage Account context with login" + + $saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -UseConnectedAccount -Environment $cloudEnvironment +} +else +{ + Write-Output "Getting Storage Account context with key" + $saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -StorageAccountKey $storageAccountSinkKey -Environment $storageAccountSinkEnv +} + +$cloudSuffix = "" + +if (-not([string]::IsNullOrEmpty($externalCredentialName))) +{ + "Logging in to Azure with $externalCredentialName external credential..." + Connect-AzAccount -ServicePrincipal -EnvironmentName $externalCloudEnvironment -Tenant $externalTenantId -Credential $externalCredential + $cloudSuffix = $externalCloudEnvironment.ToLower() + "-" + $cloudEnvironment = $externalCloudEnvironment +} + +$tenantId = (Get-AzContext).Tenant.Id + +$allpips = @() + +Write-Output "Getting subscriptions target $TargetSubscription" +if (-not([string]::IsNullOrEmpty($TargetSubscription))) +{ + $subscriptions = $TargetSubscription + $subscriptionSuffix = $TargetSubscription +} +else +{ + $subscriptions = Get-AzSubscription | Where-Object { $_.State -eq "Enabled" } | ForEach-Object { "$($_.Id)"} + $subscriptionSuffix = $cloudSuffix + "all-" + $tenantId +} + +$pipsTotal = @() + +$resultsSoFar = 0 + +Write-Output "Querying for ARM Public IP properties" + +$argQuery = @" +resources +| where type =~ 'microsoft.network/publicipaddresses' +| extend skuName = tolower(sku.name) +| extend skuTier = tolower(sku.tier) +| extend allocationMethod = tolower(properties.publicIPAllocationMethod) +| extend addressVersion = tolower(properties.publicIPAddressVersion) +| extend associatedResourceId = iif(isnotempty(properties.ipConfiguration.id),tolower(properties.ipConfiguration.id),tolower(properties.natGateway.id)) +| extend ipAddress = tostring(properties.ipAddress) +| extend fqdn = tolower(properties.dnsSettings.fqdn) +| extend publicIpPrefixId = tostring(properties.publicIPPrefix.id) +| order by id asc +"@ + +do +{ + if ($resultsSoFar -eq 0) + { + $pips = Search-AzGraph -Query $argQuery -First $ARGPageSize -Subscription $subscriptions + } + else + { + $pips = Search-AzGraph -Query $argQuery -First $ARGPageSize -Skip $resultsSoFar -Subscription $subscriptions + } + if ($pips -and $pips.GetType().Name -eq "PSResourceGraphResponse") + { + $pips = $pips.Data + } + $resultsCount = $pips.Count + $resultsSoFar += $resultsCount + $pipsTotal += $pips + +} while ($resultsCount -eq $ARGPageSize) + +$datetime = (Get-Date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyy-MM-ddTHH:mm:00.000Z") +$statusDate = $datetime.ToString("yyyy-MM-dd") + +Write-Output "Building $($pipsTotal.Count) ARM Public IP entries" + +foreach ($pip in $pipsTotal) +{ + $logentry = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $cloudEnvironment + TenantGuid = $pip.tenantId + SubscriptionGuid = $pip.subscriptionId + ResourceGroupName = $pip.resourceGroup.ToLower() + Location = $pip.location + Name = $pip.name.ToLower() + InstanceId = $pip.id.ToLower() + Model = "ARM" + SkuName = $pip.skuName + SkuTier = $pip.skuTier + AllocationMethod = $pip.allocationMethod + AddressVersion = $pip.addressVersion + AssociatedResourceId = $pip.associatedResourceId + PublicIpPrefixId = $pip.publicIpPrefixId + IPAddress = $pip.ipAddress + FQDN = $pip.fqdn + Zones = $pip.zones + Tags = $pip.tags + StatusDate = $statusDate + } + + $allpips += $logentry +} + +$pipsTotal = @() + +$resultsSoFar = 0 + +Write-Output "Querying for Classic Reserved IP properties" + +$argQuery = @" +resources +| where type =~ 'microsoft.classicnetwork/reservedips' +| extend ipAddress = tostring(properties.ipAddress) +| extend allocationMethod = 'static' +| extend addressVersion = 'ipv4' +| extend associatedResourceId = tolower(properties.attachedTo.id) +| extend ipAddress = tostring(properties.ipAddress) +| order by id asc +"@ + +do +{ + if ($resultsSoFar -eq 0) + { + $pips = Search-AzGraph -Query $argQuery -First $ARGPageSize -Subscription $subscriptions + } + else + { + $pips = Search-AzGraph -Query $argQuery -First $ARGPageSize -Skip $resultsSoFar -Subscription $subscriptions + } + if ($pips -and $pips.GetType().Name -eq "PSResourceGraphResponse") + { + $pips = $pips.Data + } + $resultsCount = $pips.Count + $resultsSoFar += $resultsCount + $pipsTotal += $pips + +} while ($resultsCount -eq $ARGPageSize) + +$datetime = (Get-Date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyy-MM-ddTHH:mm:00.000Z") +$statusDate = $datetime.ToString("yyyy-MM-dd") + +Write-Output "Building $($pipsTotal.Count) Classic Reserved IP entries" + +foreach ($pip in $pipsTotal) +{ + $logentry = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $cloudEnvironment + TenantGuid = $pip.tenantId + SubscriptionGuid = $pip.subscriptionId + ResourceGroupName = $pip.resourceGroup.ToLower() + Location = $pip.location + Name = $pip.name.ToLower() + InstanceId = $pip.id.ToLower() + Model = "Classic" + AllocationMethod = $pip.allocationMethod + AddressVersion = $pip.addressVersion + AssociatedResourceId = $pip.associatedResourceId + IPAddress = $pip.ipAddress + StatusDate = $statusDate + } + + $allpips += $logentry +} + +Write-Output "Uploading CSV to Storage" + +$today = $datetime.ToString("yyyyMMdd") +$csvExportPath = "$today-publicips-$subscriptionSuffix.csv" + +$allpips | Export-Csv -Path $csvExportPath -NoTypeInformation + +$csvBlobName = $csvExportPath + +$csvProperties = @{"ContentType" = "text/csv"}; + +Set-AzStorageBlobContent -File $csvExportPath -Container $storageAccountSinkContainer -Properties $csvProperties -Blob $csvBlobName -Context $saCtx -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Uploaded $csvBlobName to Blob Storage..." + +Remove-Item -Path $csvExportPath -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Removed $csvExportPath from local disk..." \ No newline at end of file diff --git a/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-ARGResourceContainersPropertiesToBlobStorage.ps1 b/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-ARGResourceContainersPropertiesToBlobStorage.ps1 new file mode 100644 index 000000000..329b5031c --- /dev/null +++ b/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-ARGResourceContainersPropertiesToBlobStorage.ps1 @@ -0,0 +1,272 @@ +param( + [Parameter(Mandatory = $false)] + [string] $TargetSubscription, + + [Parameter(Mandatory = $false)] + [string] $externalCloudEnvironment, + + [Parameter(Mandatory = $false)] + [string] $externalTenantId, + + [Parameter(Mandatory = $false)] + [string] $externalCredentialName +) + +$ErrorActionPreference = "Stop" + +$cloudEnvironment = Get-AutomationVariable -Name "AzureOptimization_CloudEnvironment" -ErrorAction SilentlyContinue # AzureCloud|AzureChinaCloud +if ([string]::IsNullOrEmpty($cloudEnvironment)) +{ + $cloudEnvironment = "AzureCloud" +} +$referenceRegion = Get-AutomationVariable -Name "AzureOptimization_ReferenceRegion" -ErrorAction SilentlyContinue # e.g., westeurope +if ([string]::IsNullOrEmpty($referenceRegion)) +{ + $referenceRegion = "westeurope" +} +$authenticationOption = Get-AutomationVariable -Name "AzureOptimization_AuthenticationOption" -ErrorAction SilentlyContinue # ManagedIdentity|UserAssignedManagedIdentity +if ([string]::IsNullOrEmpty($authenticationOption)) +{ + $authenticationOption = "ManagedIdentity" +} +if ($authenticationOption -eq "UserAssignedManagedIdentity") +{ + $uamiClientID = Get-AutomationVariable -Name "AzureOptimization_UAMIClientID" +} + +$storageAccountSink = Get-AutomationVariable -Name "AzureOptimization_StorageSink" + + +$storageAccountSinkEnv = Get-AutomationVariable -Name "AzureOptimization_StorageSinkEnvironment" -ErrorAction SilentlyContinue +if (-not($storageAccountSinkEnv)) +{ + $storageAccountSinkEnv = $cloudEnvironment +} +$storageAccountSinkKeyCred = Get-AutomationPSCredential -Name "AzureOptimization_StorageSinkKey" -ErrorAction SilentlyContinue +$storageAccountSinkKey = $null +if ($storageAccountSinkKeyCred) +{ + $storageAccountSink = $storageAccountSinkKeyCred.UserName + $storageAccountSinkKey = $storageAccountSinkKeyCred.GetNetworkCredential().Password +} + +$storageAccountSinkContainer = Get-AutomationVariable -Name "AzureOptimization_ARGResourceContainersContainer" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($storageAccountSinkContainer)) +{ + $storageAccountSinkContainer = "argrescontainersexports" +} + +if (-not([string]::IsNullOrEmpty($externalCredentialName))) +{ + $externalCredential = Get-AutomationPSCredential -Name $externalCredentialName +} + +$ARGPageSize = 1000 + +"Logging in to Azure with $authenticationOption..." + +switch ($authenticationOption) { + "UserAssignedManagedIdentity" { + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment -AccountId $uamiClientID + break + } + Default { #ManagedIdentity + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment + break + } +} + +if (-not($storageAccountSinkKey)) +{ + Write-Output "Getting Storage Account context with login" + + $saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -UseConnectedAccount -Environment $cloudEnvironment +} +else +{ + Write-Output "Getting Storage Account context with key" + $saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -StorageAccountKey $storageAccountSinkKey -Environment $storageAccountSinkEnv +} + +$cloudSuffix = "" + +if (-not([string]::IsNullOrEmpty($externalCredentialName))) +{ + "Logging in to Azure with $externalCredentialName external credential..." + Connect-AzAccount -ServicePrincipal -EnvironmentName $externalCloudEnvironment -Tenant $externalTenantId -Credential $externalCredential + $cloudSuffix = $externalCloudEnvironment.ToLower() + "-" + $cloudEnvironment = $externalCloudEnvironment +} + +$tenantId = (Get-AzContext).Tenant.Id + +$allResourceContainers = @() + +Write-Output "Getting subscriptions target $TargetSubscription" +if (-not([string]::IsNullOrEmpty($TargetSubscription))) +{ + $subscriptions = $TargetSubscription + $subscriptionSuffix = $TargetSubscription +} +else +{ + $subscriptions = Get-AzSubscription | Where-Object { $_.State -eq "Enabled" } | ForEach-Object { "$($_.Id)"} + $subscriptionSuffix = $cloudSuffix + "all-" + $tenantId +} + +$rgsTotal = @() +$subsTotal = @() + +$resultsSoFar = 0 + +Write-Output "Querying for resource groups..." + +$argQuery = @" + resourcecontainers + | where type == "microsoft.resources/subscriptions/resourcegroups" + | join kind=leftouter ( + resources + | summarize ResourceCount= count() by subscriptionId, resourceGroup + ) on subscriptionId, resourceGroup + | extend ResourceCount = iif(isempty(ResourceCount), 0, ResourceCount) + | project id, name, type, tenantId, location, subscriptionId, managedBy, tags, properties, ResourceCount + | order by id asc +"@ + +do +{ + if ($resultsSoFar -eq 0) + { + $rgs = Search-AzGraph -Query $argQuery -First $ARGPageSize -Subscription $subscriptions + } + else + { + $rgs = Search-AzGraph -Query $argQuery -First $ARGPageSize -Skip $resultsSoFar -Subscription $subscriptions + } + if ($rgs -and $rgs.GetType().Name -eq "PSResourceGraphResponse") + { + $rgs = $rgs.Data + } + $resultsCount = $rgs.Count + $resultsSoFar += $resultsCount + $rgsTotal += $rgs + +} while ($resultsCount -eq $ARGPageSize) + +$resultsSoFar = 0 + +Write-Output "Querying for subscriptions" + +$argQuery = @" + resourcecontainers + | where type == "microsoft.resources/subscriptions" + | join kind=leftouter ( + resources + | summarize ResourceCount= count() by subscriptionId + ) on subscriptionId + | extend ResourceCount = iif(isempty(ResourceCount), 0, ResourceCount) + | project id, name, type, tenantId, subscriptionId, managedBy, tags, properties, ResourceCount + | order by id asc +"@ + +do +{ + if ($resultsSoFar -eq 0) + { + $subs = Search-AzGraph -Query $argQuery -First $ARGPageSize -Subscription $subscriptions + } + else + { + $subs = Search-AzGraph -Query $argQuery -First $ARGPageSize -Skip $resultsSoFar -Subscription $subscriptions + } + if ($subs -and $subs.GetType().Name -eq "PSResourceGraphResponse") + { + $subs = $subs.Data + } + $resultsCount = $subs.Count + $resultsSoFar += $resultsCount + $subsTotal += $subs + +} while ($resultsCount -eq $ARGPageSize) + +$datetime = (Get-Date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyy-MM-ddTHH:mm:00.000Z") +$statusDate = $datetime.ToString("yyyy-MM-dd") + +Write-Output "Building $($rgsTotal.Count) RG entries" + +foreach ($rg in $rgsTotal) +{ + $logentry = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $cloudEnvironment + TenantGuid = $rg.tenantId + SubscriptionGuid = $rg.subscriptionId + Location = $rg.location + ContainerType = $rg.type + ContainerName = $rg.name.ToLower() + InstanceId = $rg.id.ToLower() + ResourceCount = $rg.ResourceCount + ManagedBy = $rg.managedBy + ContainerProperties = $rg.properties | ConvertTo-Json -Compress + Tags = $rg.tags + StatusDate = $statusDate + } + + $allResourceContainers += $logentry +} + +Write-Output "Building $($subsTotal.Count) subscription entries" + +foreach ($sub in $subsTotal) +{ + $logentry = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $cloudEnvironment + TenantGuid = $sub.tenantId + SubscriptionGuid = $sub.subscriptionId + Location = $sub.location + ContainerType = $sub.type + ContainerName = $sub.name.ToLower() + InstanceId = $sub.id.ToLower() + ResourceCount = $sub.ResourceCount + ManagedBy = $sub.managedBy + ContainerProperties = $sub.properties | ConvertTo-Json -Compress + Tags = $sub.tags + StatusDate = $statusDate + } + + $allResourceContainers += $logentry +} + +Write-Output "Uploading CSV to Storage" + +$today = $datetime.ToString("yyyyMMdd") +$jsonExportPath = "$today-rescontainers-$subscriptionSuffix.json" +$csvExportPath = "$today-rescontainers-$subscriptionSuffix.csv" + +$allResourceContainers | ConvertTo-Json -Depth 3 -Compress | Out-File $jsonExportPath +Write-Output "Exported to JSON: $($allResourceContainers.Count) lines" +$allResourceContainersJson = Get-Content -Path $jsonExportPath | ConvertFrom-Json +Write-Output "JSON Import: $($allResourceContainersJson.Count) lines" +$allResourceContainersJson | Export-Csv -NoTypeInformation -Path $csvExportPath +Write-Output "Export to $csvExportPath" + +$csvBlobName = $csvExportPath + +$csvProperties = @{"ContentType" = "text/csv"}; + +Set-AzStorageBlobContent -File $csvExportPath -Container $storageAccountSinkContainer -Properties $csvProperties -Blob $csvBlobName -Context $saCtx -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Uploaded $csvBlobName to Blob Storage..." + +Remove-Item -Path $csvExportPath -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Removed $csvExportPath from local disk..." + +Remove-Item -Path $jsonExportPath -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Removed $jsonExportPath from local disk..." \ No newline at end of file diff --git a/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-ARGSqlDatabasePropertiesToBlobStorage.ps1 b/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-ARGSqlDatabasePropertiesToBlobStorage.ps1 new file mode 100644 index 000000000..cdb1e3b36 --- /dev/null +++ b/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-ARGSqlDatabasePropertiesToBlobStorage.ps1 @@ -0,0 +1,204 @@ +param( + [Parameter(Mandatory = $false)] + [string] $TargetSubscription, + + [Parameter(Mandatory = $false)] + [string] $externalCloudEnvironment, + + [Parameter(Mandatory = $false)] + [string] $externalTenantId, + + [Parameter(Mandatory = $false)] + [string] $externalCredentialName +) + +$ErrorActionPreference = "Stop" + +$cloudEnvironment = Get-AutomationVariable -Name "AzureOptimization_CloudEnvironment" -ErrorAction SilentlyContinue # AzureCloud|AzureChinaCloud +if ([string]::IsNullOrEmpty($cloudEnvironment)) +{ + $cloudEnvironment = "AzureCloud" +} +$referenceRegion = Get-AutomationVariable -Name "AzureOptimization_ReferenceRegion" -ErrorAction SilentlyContinue # e.g., westeurope +if ([string]::IsNullOrEmpty($referenceRegion)) +{ + $referenceRegion = "westeurope" +} +$authenticationOption = Get-AutomationVariable -Name "AzureOptimization_AuthenticationOption" -ErrorAction SilentlyContinue # ManagedIdentity|UserAssignedManagedIdentity +if ([string]::IsNullOrEmpty($authenticationOption)) +{ + $authenticationOption = "ManagedIdentity" +} +if ($authenticationOption -eq "UserAssignedManagedIdentity") +{ + $uamiClientID = Get-AutomationVariable -Name "AzureOptimization_UAMIClientID" +} + +$storageAccountSink = Get-AutomationVariable -Name "AzureOptimization_StorageSink" + + +$storageAccountSinkEnv = Get-AutomationVariable -Name "AzureOptimization_StorageSinkEnvironment" -ErrorAction SilentlyContinue +if (-not($storageAccountSinkEnv)) +{ + $storageAccountSinkEnv = $cloudEnvironment +} +$storageAccountSinkKeyCred = Get-AutomationPSCredential -Name "AzureOptimization_StorageSinkKey" -ErrorAction SilentlyContinue +$storageAccountSinkKey = $null +if ($storageAccountSinkKeyCred) +{ + $storageAccountSink = $storageAccountSinkKeyCred.UserName + $storageAccountSinkKey = $storageAccountSinkKeyCred.GetNetworkCredential().Password +} + +$storageAccountSinkContainer = Get-AutomationVariable -Name "AzureOptimization_ARGSqlDatabaseContainer" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($storageAccountSinkContainer)) +{ + $storageAccountSinkContainer = "argsqldbexports" +} + +if (-not([string]::IsNullOrEmpty($externalCredentialName))) +{ + $externalCredential = Get-AutomationPSCredential -Name $externalCredentialName +} + +$ARGPageSize = 1000 + +"Logging in to Azure with $authenticationOption..." + +switch ($authenticationOption) { + "UserAssignedManagedIdentity" { + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment -AccountId $uamiClientID + break + } + Default { #ManagedIdentity + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment + break + } +} + +if (-not($storageAccountSinkKey)) +{ + Write-Output "Getting Storage Account context with login" + + $saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -UseConnectedAccount -Environment $cloudEnvironment +} +else +{ + Write-Output "Getting Storage Account context with key" + $saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -StorageAccountKey $storageAccountSinkKey -Environment $storageAccountSinkEnv +} + +$cloudSuffix = "" + +if (-not([string]::IsNullOrEmpty($externalCredentialName))) +{ + "Logging in to Azure with $externalCredentialName external credential..." + Connect-AzAccount -ServicePrincipal -EnvironmentName $externalCloudEnvironment -Tenant $externalTenantId -Credential $externalCredential + $cloudSuffix = $externalCloudEnvironment.ToLower() + "-" + $cloudEnvironment = $externalCloudEnvironment +} + +$tenantId = (Get-AzContext).Tenant.Id + +$alldbs = @() + +Write-Output "Getting subscriptions target $TargetSubscription" +if (-not([string]::IsNullOrEmpty($TargetSubscription))) +{ + $subscriptions = $TargetSubscription + $subscriptionSuffix = $TargetSubscription +} +else +{ + $subscriptions = Get-AzSubscription | Where-Object { $_.State -eq "Enabled" } | ForEach-Object { "$($_.Id)"} + $subscriptionSuffix = $cloudSuffix + "all-" + $tenantId +} + +$dbsTotal = @() + +$resultsSoFar = 0 + +Write-Output "Querying for SQL Databases properties" + +$argQuery = @" + resources + | where type =~ 'microsoft.sql/servers/databases' and name != 'master' + | extend skuName = sku.name, skuTier = sku.tier, skuCapacity = sku.capacity + | extend storageAccountType = properties.storageAccountType, licenseType = properties.licenseType, serviceObjectiveName = properties.currentServiceObjectiveName + | extend zoneRedundant = properties.zoneRedundant, maxSizeBytes = properties.maxSizeBytes, maxLogSizeBytes = properties.maxLogSizeBytes + | order by id asc +"@ + +do +{ + if ($resultsSoFar -eq 0) + { + $dbs = Search-AzGraph -Query $argQuery -First $ARGPageSize -Subscription $subscriptions + } + else + { + $dbs = Search-AzGraph -Query $argQuery -First $ARGPageSize -Skip $resultsSoFar -Subscription $subscriptions + } + if ($dbs -and $dbs.GetType().Name -eq "PSResourceGraphResponse") + { + $dbs = $dbs.Data + } + $resultsCount = $dbs.Count + $resultsSoFar += $resultsCount + $dbsTotal += $dbs + +} while ($resultsCount -eq $ARGPageSize) + +$datetime = (Get-Date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyy-MM-ddTHH:mm:00.000Z") +$statusDate = $datetime.ToString("yyyy-MM-dd") + +Write-Output "Building $($dbsTotal.Count) SQL Database entries" + +foreach ($db in $dbsTotal) +{ + $logentry = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $cloudEnvironment + TenantGuid = $db.tenantId + SubscriptionGuid = $db.subscriptionId + ResourceGroupName = $db.resourceGroup.ToLower() + ZoneRedundant = $db.zoneRedundant + Location = $db.location + DBName = $db.name.ToLower() + InstanceId = $db.id.ToLower() + SkuName = $db.skuName + SkuTier = $db.skuTier + SkuCapacity = $db.skuCapacity + ServiceObjectiveName = $db.serviceObjectiveName + StorageAccountType = $db.storageAccountType + LicenseType = $db.licenseType + MaxSizeBytes = $db.maxSizeBytes + MaxLogSizeBytes = $db.maxLogSizeBytes + Tags = $db.tags + StatusDate = $statusDate + } + + $alldbs += $logentry +} + +Write-Output "Uploading CSV to Storage" + +$today = $datetime.ToString("yyyyMMdd") +$csvExportPath = "$today-sqldbs-$subscriptionSuffix.csv" + +$alldbs | Export-Csv -Path $csvExportPath -NoTypeInformation + +$csvBlobName = $csvExportPath + +$csvProperties = @{"ContentType" = "text/csv"}; + +Set-AzStorageBlobContent -File $csvExportPath -Container $storageAccountSinkContainer -Properties $csvProperties -Blob $csvBlobName -Context $saCtx -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Uploaded $csvBlobName to Blob Storage..." + +Remove-Item -Path $csvExportPath -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Removed $csvExportPath from local disk..." \ No newline at end of file diff --git a/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-ARGUnmanagedDisksPropertiesToBlobStorage.ps1 b/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-ARGUnmanagedDisksPropertiesToBlobStorage.ps1 new file mode 100644 index 000000000..734e05a02 --- /dev/null +++ b/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-ARGUnmanagedDisksPropertiesToBlobStorage.ps1 @@ -0,0 +1,236 @@ +param( + [Parameter(Mandatory = $false)] + [string] $TargetSubscription, + + [Parameter(Mandatory = $false)] + [string] $externalCloudEnvironment, + + [Parameter(Mandatory = $false)] + [string] $externalTenantId, + + [Parameter(Mandatory = $false)] + [string] $externalCredentialName +) + +$ErrorActionPreference = "Stop" + +$cloudEnvironment = Get-AutomationVariable -Name "AzureOptimization_CloudEnvironment" -ErrorAction SilentlyContinue # AzureCloud|AzureChinaCloud +if ([string]::IsNullOrEmpty($cloudEnvironment)) +{ + $cloudEnvironment = "AzureCloud" +} +$authenticationOption = Get-AutomationVariable -Name "AzureOptimization_AuthenticationOption" -ErrorAction SilentlyContinue # ManagedIdentity|UserAssignedManagedIdentity +if ([string]::IsNullOrEmpty($authenticationOption)) +{ + $authenticationOption = "ManagedIdentity" +} +if ($authenticationOption -eq "UserAssignedManagedIdentity") +{ + $uamiClientID = Get-AutomationVariable -Name "AzureOptimization_UAMIClientID" +} + +$storageAccountSink = Get-AutomationVariable -Name "AzureOptimization_StorageSink" + + +$storageAccountSinkEnv = Get-AutomationVariable -Name "AzureOptimization_StorageSinkEnvironment" -ErrorAction SilentlyContinue +if (-not($storageAccountSinkEnv)) +{ + $storageAccountSinkEnv = $cloudEnvironment +} +$storageAccountSinkKeyCred = Get-AutomationPSCredential -Name "AzureOptimization_StorageSinkKey" -ErrorAction SilentlyContinue +$storageAccountSinkKey = $null +if ($storageAccountSinkKeyCred) +{ + $storageAccountSink = $storageAccountSinkKeyCred.UserName + $storageAccountSinkKey = $storageAccountSinkKeyCred.GetNetworkCredential().Password +} + +$storageAccountSinkContainer = Get-AutomationVariable -Name "AzureOptimization_ARGVhdContainer" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($storageAccountSinkContainer)) +{ + $storageAccountSinkContainer = "argvhdexports" +} + +if (-not([string]::IsNullOrEmpty($externalCredentialName))) +{ + $externalCredential = Get-AutomationPSCredential -Name $externalCredentialName +} + +$ARGPageSize = 1000 + +"Logging in to Azure with $authenticationOption..." + +switch ($authenticationOption) { + "UserAssignedManagedIdentity" { + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment -AccountId $uamiClientID + break + } + Default { #ManagedIdentity + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment + break + } +} + +if (-not($storageAccountSinkKey)) +{ + Write-Output "Getting Storage Account context with login" + + $saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -UseConnectedAccount -Environment $cloudEnvironment +} +else +{ + Write-Output "Getting Storage Account context with key" + $saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -StorageAccountKey $storageAccountSinkKey -Environment $storageAccountSinkEnv +} + +$cloudSuffix = "" + +if (-not([string]::IsNullOrEmpty($externalCredentialName))) +{ + "Logging in to Azure with $externalCredentialName external credential..." + Connect-AzAccount -ServicePrincipal -EnvironmentName $externalCloudEnvironment -Tenant $externalTenantId -Credential $externalCredential + $cloudSuffix = $externalCloudEnvironment.ToLower() + "-" + $cloudEnvironment = $externalCloudEnvironment +} + +$tenantId = (Get-AzContext).Tenant.Id + +$alldisks = @() + +Write-Output "Getting subscriptions target $TargetSubscription" +if (-not([string]::IsNullOrEmpty($TargetSubscription))) +{ + $subscriptions = $TargetSubscription + $subscriptionSuffix = $TargetSubscription +} +else +{ + $subscriptions = Get-AzSubscription | Where-Object { $_.State -eq "Enabled" } | ForEach-Object { "$($_.Id)"} + $subscriptionSuffix = $cloudSuffix + "all-" + $tenantId +} + +$mdisksTotal = @() +$resultsSoFar = 0 + +Write-Output "Querying for ARM Unmanaged OS Disks properties" + +$argQuery = @" +resources +| where type =~ 'Microsoft.Compute/virtualMachines' and isnull(properties.storageProfile.osDisk.managedDisk) +| extend diskType = 'OS', diskCaching = tostring(properties.storageProfile.osDisk.caching), diskSize = tostring(properties.storageProfile.osDisk.diskSizeGB) +| extend vhdUriParts = split(tostring(properties.storageProfile.osDisk.vhd.uri),'/') +| extend diskStorageAccountName = tostring(split(vhdUriParts[2],'.')[0]), diskContainerName = tostring(vhdUriParts[3]), diskVhdName = tostring(vhdUriParts[4]) +| order by id, diskStorageAccountName, diskContainerName, diskVhdName +"@ + +do +{ + if ($resultsSoFar -eq 0) + { + $mdisks = Search-AzGraph -Query $argQuery -First $ARGPageSize -Subscription $subscriptions + } + else + { + $mdisks = Search-AzGraph -Query $argQuery -First $ARGPageSize -Skip $resultsSoFar -Subscription $subscriptions + } + if ($mdisks -and $mdisks.GetType().Name -eq "PSResourceGraphResponse") + { + $mdisks = $mdisks.Data + } + $resultsCount = $mdisks.Count + $resultsSoFar += $resultsCount + $mdisksTotal += $mdisks + +} while ($resultsCount -eq $ARGPageSize) + +$resultsSoFar = 0 + +Write-Output "Found $($mdisksTotal.Count) Unmanaged OS Disk entries" + +Write-Output "Querying for ARM Unmanaged Data Disks properties" + +$argQuery = @" +resources +| where type =~ 'Microsoft.Compute/virtualMachines' and isnull(properties.storageProfile.osDisk.managedDisk) +| mvexpand dataDisks = properties.storageProfile.dataDisks +| extend diskType = 'Data', diskCaching = tostring(dataDisks.caching), diskSize = tostring(dataDisks.diskSizeGB) +| extend vhdUriParts = split(tostring(dataDisks.vhd.uri),'/') +| extend diskStorageAccountName = tostring(split(vhdUriParts[2],'.')[0]), diskContainerName = tostring(vhdUriParts[3]), diskVhdName = tostring(vhdUriParts[4]) +| order by id, diskStorageAccountName, diskContainerName, diskVhdName +"@ + +do +{ + if ($resultsSoFar -eq 0) + { + $mdisks = Search-AzGraph -Query $argQuery -First $ARGPageSize -Subscription $subscriptions + } + else + { + $mdisks = Search-AzGraph -Query $argQuery -First $ARGPageSize -Skip $resultsSoFar -Subscription $subscriptions + } + if ($mdisks -and $mdisks.GetType().Name -eq "PSResourceGraphResponse") + { + $mdisks = $mdisks.Data + } + $resultsCount = $mdisks.Count + $resultsSoFar += $resultsCount + $mdisksTotal += $mdisks + +} while ($resultsCount -eq $ARGPageSize) + +Write-Output "Found overall $($mdisksTotal.Count) Unmanaged Disk entries" + +<# + Building CSV entries +#> + +$datetime = (get-date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyy-MM-ddTHH:mm:00.000Z") +$statusDate = $datetime.ToString("yyyy-MM-dd") + +foreach ($disk in $mdisksTotal) +{ + $logentry = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $cloudEnvironment + TenantGuid = $disk.tenantId + SubscriptionGuid = $disk.subscriptionId + ResourceGroupName = $disk.resourceGroup.ToLower() + DiskName = $disk.diskVhdName.ToLower() + InstanceId = ($disk.diskStorageAccountName + "/" + $disk.diskContainerName + "/" + $disk.diskVhdName).ToLower() + OwnerVMId = $disk.id.ToLower() + Location = $disk.location + DeploymentModel = "Unmanaged" + DiskType = $disk.diskType + Caching = $disk.diskCaching + DiskSizeGB = $disk.diskSize + StatusDate = $statusDate + Tags = $disk.tags + } + + $alldisks += $logentry +} + +<# + Actually exporting CSV to Azure Storage +#> + +$today = $datetime.ToString("yyyyMMdd") +$csvExportPath = "$today-vhds-$subscriptionSuffix.csv" + +$alldisks | Export-Csv -Path $csvExportPath -NoTypeInformation + +$csvBlobName = $csvExportPath + +$csvProperties = @{"ContentType" = "text/csv"}; + +Set-AzStorageBlobContent -File $csvExportPath -Container $storageAccountSinkContainer -Properties $csvProperties -Blob $csvBlobName -Context $saCtx -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Uploaded $csvBlobName to Blob Storage..." + +Remove-Item -Path $csvExportPath -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Removed $csvExportPath from local disk..." \ No newline at end of file diff --git a/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-ARGVMSSPropertiesToBlobStorage.ps1 b/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-ARGVMSSPropertiesToBlobStorage.ps1 new file mode 100644 index 000000000..6a2878c3b --- /dev/null +++ b/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-ARGVMSSPropertiesToBlobStorage.ps1 @@ -0,0 +1,239 @@ +param( + [Parameter(Mandatory = $false)] + [string] $TargetSubscription, + + [Parameter(Mandatory = $false)] + [string] $externalCloudEnvironment, + + [Parameter(Mandatory = $false)] + [string] $externalTenantId, + + [Parameter(Mandatory = $false)] + [string] $externalCredentialName +) + +$ErrorActionPreference = "Stop" + +$cloudEnvironment = Get-AutomationVariable -Name "AzureOptimization_CloudEnvironment" -ErrorAction SilentlyContinue # AzureCloud|AzureChinaCloud +if ([string]::IsNullOrEmpty($cloudEnvironment)) +{ + $cloudEnvironment = "AzureCloud" +} +$referenceRegion = Get-AutomationVariable -Name "AzureOptimization_ReferenceRegion" -ErrorAction SilentlyContinue # e.g., westeurope +if ([string]::IsNullOrEmpty($referenceRegion)) +{ + $referenceRegion = "westeurope" +} +$authenticationOption = Get-AutomationVariable -Name "AzureOptimization_AuthenticationOption" -ErrorAction SilentlyContinue # ManagedIdentity|UserAssignedManagedIdentity +if ([string]::IsNullOrEmpty($authenticationOption)) +{ + $authenticationOption = "ManagedIdentity" +} +if ($authenticationOption -eq "UserAssignedManagedIdentity") +{ + $uamiClientID = Get-AutomationVariable -Name "AzureOptimization_UAMIClientID" +} + +$storageAccountSink = Get-AutomationVariable -Name "AzureOptimization_StorageSink" + + +$storageAccountSinkEnv = Get-AutomationVariable -Name "AzureOptimization_StorageSinkEnvironment" -ErrorAction SilentlyContinue +if (-not($storageAccountSinkEnv)) +{ + $storageAccountSinkEnv = $cloudEnvironment +} +$storageAccountSinkKeyCred = Get-AutomationPSCredential -Name "AzureOptimization_StorageSinkKey" -ErrorAction SilentlyContinue +$storageAccountSinkKey = $null +if ($storageAccountSinkKeyCred) +{ + $storageAccountSink = $storageAccountSinkKeyCred.UserName + $storageAccountSinkKey = $storageAccountSinkKeyCred.GetNetworkCredential().Password +} + +$storageAccountSinkContainer = Get-AutomationVariable -Name "AzureOptimization_ARGVMSSContainer" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($storageAccountSinkContainer)) +{ + $storageAccountSinkContainer = "argvmssexports" +} + +if (-not([string]::IsNullOrEmpty($externalCredentialName))) +{ + $externalCredential = Get-AutomationPSCredential -Name $externalCredentialName +} + +$ARGPageSize = 1000 + +"Logging in to Azure with $authenticationOption..." + +switch ($authenticationOption) { + "UserAssignedManagedIdentity" { + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment -AccountId $uamiClientID + break + } + Default { #ManagedIdentity + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment + break + } +} + +if (-not($storageAccountSinkKey)) +{ + Write-Output "Getting Storage Account context with login" + + $saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -UseConnectedAccount -Environment $cloudEnvironment +} +else +{ + Write-Output "Getting Storage Account context with key" + $saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -StorageAccountKey $storageAccountSinkKey -Environment $storageAccountSinkEnv +} + +Write-Output "Getting VM sizes details for $referenceRegion" +$sizes = Get-AzVMSize -Location $referenceRegion + +$cloudSuffix = "" + +if (-not([string]::IsNullOrEmpty($externalCredentialName))) +{ + "Logging in to Azure with $externalCredentialName external credential..." + Connect-AzAccount -ServicePrincipal -EnvironmentName $externalCloudEnvironment -Tenant $externalTenantId -Credential $externalCredential + $cloudSuffix = $externalCloudEnvironment.ToLower() + "-" + $cloudEnvironment = $externalCloudEnvironment +} + +$tenantId = (Get-AzContext).Tenant.Id + +$allvmss = @() + +if ($TargetSubscription) +{ + $subscriptions = $TargetSubscription + $subscriptionSuffix = "-" + $TargetSubscription +} +else +{ + $subscriptions = Get-AzSubscription | Where-Object { $_.State -eq "Enabled" } | ForEach-Object { "$($_.Id)"} + $subscriptionSuffix = $cloudSuffix + "all-" + $tenantId +} + +$armVmssTotal = @() + +$resultsSoFar = 0 + +$argQuery = @" +resources +| where type =~ 'microsoft.compute/virtualmachinescalesets' +| project id, tenantId, name, location, resourceGroup, subscriptionId, skUName = tostring(sku.name), + computerNamePrefix = tostring(properties.virtualMachineProfile.osProfile.computerNamePrefix), + usesManagedDisks = iif(isnull(properties.virtualMachineProfile.storageProfile.osDisk.managedDisk), 'false', 'true'), + capacity = tostring(sku.capacity), priority = tostring(properties.virtualMachineProfile.priority), tags, zones, + osType = iif(isnotnull(properties.virtualMachineProfile.osProfile.linuxConfiguration), "Linux", "Windows"), + osDiskSize = tostring(properties.virtualMachineProfile.storageProfile.osDisk.diskSizeGB), + osDiskCaching = tostring(properties.virtualMachineProfile.storageProfile.osDisk.caching), + osDiskSKU = tostring(properties.virtualMachineProfile.storageProfile.osDisk.managedDisk.storageAccountType), + dataDiskCount = iif(isnotnull(properties.virtualMachineProfile.storageProfile.dataDisks), array_length(properties.virtualMachineProfile.storageProfile.dataDisks), 0), + nicCount = array_length(properties.virtualMachineProfile.networkProfile.networkInterfaceConfigurations), + imagePublisher = iif(isnotempty(properties.virtualMachineProfile.storageProfile.imageReference.publisher),tostring(properties.virtualMachineProfile.storageProfile.imageReference.publisher),'Custom'), + imageOffer = iif(isnotempty(properties.virtualMachineProfile.storageProfile.imageReference.offer),tostring(properties.virtualMachineProfile.storageProfile.imageReference.offer),tostring(properties.virtualMachineProfile.storageProfile.imageReference.id)), + imageSku = tostring(properties.virtualMachineProfile.storageProfile.imageReference.sku), + imageVersion = tostring(properties.virtualMachineProfile.storageProfile.imageReference.version), + imageExactVersion = tostring(properties.virtualMachineProfile.storageProfile.imageReference.exactVersion), + singlePlacementGroup = tostring(properties.singlePlacementGroup), + upgradePolicy = tostring(properties.upgradePolicy.mode), + overProvision = tostring(properties.overprovision), + platformFaultDomainCount = tostring(properties.platformFaultDomainCount), + zoneBalance = tostring(properties.zoneBalance) +| order by id asc +"@ + +do +{ + if ($resultsSoFar -eq 0) + { + $armVmss = Search-AzGraph -Query $argQuery -First $ARGPageSize -Subscription $subscriptions + } + else + { + $armVmss = Search-AzGraph -Query $argQuery -First $ARGPageSize -Skip $resultsSoFar -Subscription $subscriptions + } + + if ($armVmss -and $armVmss.GetType().Name -eq "PSResourceGraphResponse") + { + $armVmss = $armVmss.Data + } + $resultsCount = $armVmss.Count + $resultsSoFar += $resultsCount + $armVmssTotal += $armVmss + +} while ($resultsCount -eq $ARGPageSize) + +$datetime = (get-date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyy-MM-ddTHH:mm:00.000Z") +$statusDate = $datetime.ToString("yyyy-MM-dd") + +Write-Output "Building $($armVmssTotal.Count) VMSS entries" + +foreach ($vmss in $armVmssTotal) +{ + $vmSize = $sizes | Where-Object {$_.name -eq $vmss.skUName} + + $logentry = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $cloudEnvironment + TenantGuid = $vmss.tenantId + SubscriptionGuid = $vmss.subscriptionId + ResourceGroupName = $vmss.resourceGroup.ToLower() + Zones = $vmss.zones + Location = $vmss.location + VMSSName = $vmss.name.ToLower() + ComputerNamePrefix = $vmss.computerNamePrefix.ToLower() + InstanceId = $vmss.id.ToLower() + VMSSSize = $vmSize.name.ToLower() + CoresCount = $vmSize.NumberOfCores + MemoryMB = $vmSize.MemoryInMB + OSType = $vmss.osType + DataDiskCount = $vmss.dataDiskCount + NicCount = $vmss.nicCount + StatusDate = $statusDate + Tags = $vmss.tags + Capacity = $vmss.capacity + Priority = $vmss.priority + OSDiskSize = $vmss.osDiskSize + OSDiskCaching = $vmss.osDiskCaching + OSDiskSKU = $vmss.osDiskSKU + SinglePlacementGroup = $vmss.singlePlacementGroup + UpgradePolicy = $vmss.upgradePolicy + OverProvision = $vmss.overProvision + PlatformFaultDomainCount = $vmss.platformFaultDomainCount + ZoneBalance = $vmss.zoneBalance + UsesManagedDisks = $vmss.usesManagedDisks + ImagePublisher = $vmss.imagePublisher + ImageOffer = $vmss.imageOffer + ImageSku = $vmss.imageSku + ImageVersion = $vmss.imageVersion + ImageExactVersion = $vmss.imageExactVersion + } + + $allvmss += $logentry +} + +Write-Output "Uploading CSV to Storage" + +$today = $datetime.ToString("yyyyMMdd") +$csvExportPath = "$today-vmss-$subscriptionSuffix.csv" + +$allvmss | Export-Csv -Path $csvExportPath -NoTypeInformation + +$csvBlobName = $csvExportPath + +$csvProperties = @{"ContentType" = "text/csv"}; + +Set-AzStorageBlobContent -File $csvExportPath -Container $storageAccountSinkContainer -Properties $csvProperties -Blob $csvBlobName -Context $saCtx -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Uploaded $csvBlobName to Blob Storage..." + +Remove-Item -Path $csvExportPath -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Removed $csvExportPath from local disk..." \ No newline at end of file diff --git a/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-ARGVNetPropertiesToBlobStorage.ps1 b/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-ARGVNetPropertiesToBlobStorage.ps1 new file mode 100644 index 000000000..0a252e721 --- /dev/null +++ b/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-ARGVNetPropertiesToBlobStorage.ps1 @@ -0,0 +1,308 @@ +param( + [Parameter(Mandatory = $false)] + [string] $TargetSubscription, + + [Parameter(Mandatory = $false)] + [string] $externalCloudEnvironment, + + [Parameter(Mandatory = $false)] + [string] $externalTenantId, + + [Parameter(Mandatory = $false)] + [string] $externalCredentialName +) + +$ErrorActionPreference = "Stop" + +$cloudEnvironment = Get-AutomationVariable -Name "AzureOptimization_CloudEnvironment" -ErrorAction SilentlyContinue # AzureCloud|AzureChinaCloud +if ([string]::IsNullOrEmpty($cloudEnvironment)) +{ + $cloudEnvironment = "AzureCloud" +} +$referenceRegion = Get-AutomationVariable -Name "AzureOptimization_ReferenceRegion" -ErrorAction SilentlyContinue # e.g., westeurope +if ([string]::IsNullOrEmpty($referenceRegion)) +{ + $referenceRegion = "westeurope" +} +$authenticationOption = Get-AutomationVariable -Name "AzureOptimization_AuthenticationOption" -ErrorAction SilentlyContinue # ManagedIdentity|UserAssignedManagedIdentity +if ([string]::IsNullOrEmpty($authenticationOption)) +{ + $authenticationOption = "ManagedIdentity" +} +if ($authenticationOption -eq "UserAssignedManagedIdentity") +{ + $uamiClientID = Get-AutomationVariable -Name "AzureOptimization_UAMIClientID" +} + +$storageAccountSink = Get-AutomationVariable -Name "AzureOptimization_StorageSink" + + +$storageAccountSinkEnv = Get-AutomationVariable -Name "AzureOptimization_StorageSinkEnvironment" -ErrorAction SilentlyContinue +if (-not($storageAccountSinkEnv)) +{ + $storageAccountSinkEnv = $cloudEnvironment +} +$storageAccountSinkKeyCred = Get-AutomationPSCredential -Name "AzureOptimization_StorageSinkKey" -ErrorAction SilentlyContinue +$storageAccountSinkKey = $null +if ($storageAccountSinkKeyCred) +{ + $storageAccountSink = $storageAccountSinkKeyCred.UserName + $storageAccountSinkKey = $storageAccountSinkKeyCred.GetNetworkCredential().Password +} + +$storageAccountSinkContainer = Get-AutomationVariable -Name "AzureOptimization_ARGVNetContainer" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($storageAccountSinkContainer)) +{ + $storageAccountSinkContainer = "argvnetexports" +} + +if (-not([string]::IsNullOrEmpty($externalCredentialName))) +{ + $externalCredential = Get-AutomationPSCredential -Name $externalCredentialName +} + +$ARGPageSize = 1000 + +"Logging in to Azure with $authenticationOption..." + +switch ($authenticationOption) { + "UserAssignedManagedIdentity" { + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment -AccountId $uamiClientID + break + } + Default { #ManagedIdentity + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment + break + } +} + +if (-not($storageAccountSinkKey)) +{ + Write-Output "Getting Storage Account context with login" + + $saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -UseConnectedAccount -Environment $cloudEnvironment +} +else +{ + Write-Output "Getting Storage Account context with key" + $saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -StorageAccountKey $storageAccountSinkKey -Environment $storageAccountSinkEnv +} + +$cloudSuffix = "" + +if (-not([string]::IsNullOrEmpty($externalCredentialName))) +{ + "Logging in to Azure with $externalCredentialName external credential..." + Connect-AzAccount -ServicePrincipal -EnvironmentName $externalCloudEnvironment -Tenant $externalTenantId -Credential $externalCredential + $cloudSuffix = $externalCloudEnvironment.ToLower() + "-" + $cloudEnvironment = $externalCloudEnvironment +} + +$tenantId = (Get-AzContext).Tenant.Id + +$allsubnets = @() + +Write-Output "Getting subscriptions target $TargetSubscription" +if (-not([string]::IsNullOrEmpty($TargetSubscription))) +{ + $subscriptions = $TargetSubscription + $subscriptionSuffix = $TargetSubscription +} +else +{ + $subscriptions = Get-AzSubscription | Where-Object { $_.State -eq "Enabled" } | ForEach-Object { "$($_.Id)"} + $subscriptionSuffix = $cloudSuffix + "all-" + $tenantId +} + +$subnetsTotal = @() + +$resultsSoFar = 0 + +Write-Output "Querying for ARM VNet properties" + +$argQuery = @" + resources + | where type =~ 'microsoft.network/virtualnetworks' + | mv-expand subnets = properties.subnets limit 400 + | extend peeringsCount = array_length(properties.virtualNetworkPeerings) + | extend vnetPrefixes = properties.addressSpace.addressPrefixes + | extend dnsServers = properties.dhcpOptions.dnsServers + | extend enableDdosProtection = properties.enableDdosProtection + | project-away properties + | extend subnetPrefix = tostring(subnets.properties.addressPrefix) + | extend subnetDelegationsCount = array_length(subnets.properties.delegations) + | extend subnetUsedIPs = iif(isnotempty(subnets.properties.ipConfigurations), array_length(subnets.properties.ipConfigurations), 0) + | extend subnetTotalPrefixIPs = pow(2, 32 - toint(split(subnetPrefix,'/')[1])) - 5 + | extend subnetNsgId = tolower(subnets.properties.networkSecurityGroup.id) + | project id, vnetName = name, resourceGroup, subscriptionId, tenantId, location, vnetPrefixes, dnsServers, subnetName = tolower(tostring(subnets.name)), subnetPrefix, subnetDelegationsCount, subnetTotalPrefixIPs, subnetUsedIPs, subnetNsgId, peeringsCount, enableDdosProtection, tags + | order by id asc +"@ + +do +{ + if ($resultsSoFar -eq 0) + { + $subnets = Search-AzGraph -Query $argQuery -First $ARGPageSize -Subscription $subscriptions + } + else + { + $subnets = Search-AzGraph -Query $argQuery -First $ARGPageSize -Skip $resultsSoFar -Subscription $subscriptions + } + if ($subnets -and $subnets.GetType().Name -eq "PSResourceGraphResponse") + { + $subnets = $subnets.Data + } + $resultsCount = $subnets.Count + $resultsSoFar += $resultsCount + $subnetsTotal += $subnets + +} while ($resultsCount -eq $ARGPageSize) + +$datetime = (Get-Date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyy-MM-ddTHH:mm:00.000Z") +$statusDate = $datetime.ToString("yyyy-MM-dd") + +Write-Output "Building $($subnetsTotal.Count) ARM VNet subnet entries" + +foreach ($subnet in $subnetsTotal) +{ + $logentry = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $cloudEnvironment + TenantGuid = $subnet.tenantId + SubscriptionGuid = $subnet.subscriptionId + ResourceGroupName = $subnet.resourceGroup.ToLower() + Location = $subnet.location + VNetName = $subnet.vnetName.ToLower() + InstanceId = $subnet.id.ToLower() + Model = "ARM" + VNetPrefixes = $subnet.vnetPrefixes + DNSServers = $subnet.dnsServers + PeeringsCount = $subnet.peeringsCount + EnableDdosProtection = $subnet.enableDdosProtection + SubnetName = $subnet.subnetName + SubnetPrefix = $subnet.subnetPrefix + SubnetDelegationsCount = $subnet.subnetDelegationsCount + SubnetTotalPrefixIPs = $subnet.subnetTotalPrefixIPs + SubnetUsedIPs = $subnet.subnetUsedIPs + SubnetNSGId = $subnet.subnetNsgId + Tags = $subnet.tags + StatusDate = $statusDate + } + + $allsubnets += $logentry +} + +$subnetsTotal = @() + +$resultsSoFar = 0 + +Write-Output "Querying for Classic VNet properties" + +$argQuery = @" + resources + | where type =~ 'microsoft.classicnetwork/virtualnetworks' + | extend vNetId = tolower(id) + | mv-expand subnets = properties.subnets limit 400 + | extend subnetName = tolower(tostring(subnets.name)) + | join kind=leftouter ( + resources + | where type =~ 'microsoft.network/virtualnetworks' + | mvexpand peerings = properties.virtualNetworkPeerings limit 400 + | extend vNetId = tolower(tostring(peerings.properties.remoteVirtualNetwork.id)) + | where vNetId has "microsoft.classicnetwork" + | summarize vNetPeerings=count() by vNetId + ) on vNetId + | extend peeringsCount = iif(isnotempty(vNetPeerings), vNetPeerings, 0) + | extend vnetPrefixes = properties.addressSpace.addressPrefixes + | extend dnsServers = properties.dhcpOptions.dnsServers + | project-away properties + | extend subnetPrefix = tostring(subnets.addressPrefix) + | join kind=leftouter ( + resources + | where type =~ 'microsoft.classiccompute/virtualmachines' + | extend networkProfile = properties.networkProfile + | mvexpand subnets = networkProfile.virtualNetwork.subnetNames limit 400 + | extend subnetName = tolower(tostring(subnets)) + | project id, vNetId = tolower(tostring(networkProfile.virtualNetwork.id)), subnetName + | summarize subnetUsedIPs = count() by vNetId, subnetName + ) on vNetId and subnetName + | extend subnetUsedIPs = iif(isnotempty(subnetUsedIPs), subnetUsedIPs, 0) + | extend subnetTotalPrefixIPs = pow(2, 32 - toint(split(subnetPrefix,'/')[1])) - 5 + | extend enableDdosProtection = 'false' + | project vNetId, vnetName = name, resourceGroup, subscriptionId, tenantId, location, vnetPrefixes, dnsServers, subnetName, subnetPrefix, subnetTotalPrefixIPs, subnetUsedIPs, peeringsCount, enableDdosProtection + | order by vNetId asc +"@ + +do +{ + if ($resultsSoFar -eq 0) + { + $subnets = Search-AzGraph -Query $argQuery -First $ARGPageSize -Subscription $subscriptions + } + else + { + $subnets = Search-AzGraph -Query $argQuery -First $ARGPageSize -Skip $resultsSoFar -Subscription $subscriptions + } + if ($subnets -and $subnets.GetType().Name -eq "PSResourceGraphResponse") + { + $subnets = $subnets.Data + } + $resultsCount = $subnets.Count + $resultsSoFar += $resultsCount + $subnetsTotal += $subnets + +} while ($resultsCount -eq $ARGPageSize) + +$datetime = (Get-Date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyy-MM-ddTHH:mm:00.000Z") +$statusDate = $datetime.ToString("yyyy-MM-dd") + +Write-Output "Building $($subnetsTotal.Count) Classic VNet subnet entries" + +foreach ($subnet in $subnetsTotal) +{ + $logentry = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $cloudEnvironment + TenantGuid = $subnet.tenantId + SubscriptionGuid = $subnet.subscriptionId + ResourceGroupName = $subnet.resourceGroup.ToLower() + Location = $subnet.location + VNetName = $subnet.vnetName.ToLower() + InstanceId = $subnet.vNetId.ToLower() + Model = "Classic" + VNetPrefixes = $subnet.vnetPrefixes + DNSServers = $subnet.dnsServers + PeeringsCount = $subnet.peeringsCount + EnableDdosProtection = $subnet.enableDdosProtection + SubnetName = $subnet.subnetName + SubnetPrefix = $subnet.subnetPrefix + SubnetTotalPrefixIPs = $subnet.subnetTotalPrefixIPs + SubnetUsedIPs = $subnet.subnetUsedIPs + StatusDate = $statusDate + } + + $allsubnets += $logentry +} + +Write-Output "Uploading CSV to Storage" + +$today = $datetime.ToString("yyyyMMdd") +$csvExportPath = "$today-vnetsubnets-$subscriptionSuffix.csv" + +$allsubnets | Export-Csv -Path $csvExportPath -NoTypeInformation + +$csvBlobName = $csvExportPath + +$csvProperties = @{"ContentType" = "text/csv"}; + +Set-AzStorageBlobContent -File $csvExportPath -Container $storageAccountSinkContainer -Properties $csvProperties -Blob $csvBlobName -Context $saCtx -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Uploaded $csvBlobName to Blob Storage..." + +Remove-Item -Path $csvExportPath -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Removed $csvExportPath from local disk..." \ No newline at end of file diff --git a/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-ARGVirtualMachinesPropertiesToBlobStorage.ps1 b/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-ARGVirtualMachinesPropertiesToBlobStorage.ps1 new file mode 100644 index 000000000..1a761c8d5 --- /dev/null +++ b/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-ARGVirtualMachinesPropertiesToBlobStorage.ps1 @@ -0,0 +1,340 @@ +param( + [Parameter(Mandatory = $false)] + [string] $TargetSubscription, + + [Parameter(Mandatory = $false)] + [string] $externalCloudEnvironment, + + [Parameter(Mandatory = $false)] + [string] $externalTenantId, + + [Parameter(Mandatory = $false)] + [string] $externalCredentialName +) + +$ErrorActionPreference = "Stop" + +$cloudEnvironment = Get-AutomationVariable -Name "AzureOptimization_CloudEnvironment" -ErrorAction SilentlyContinue # AzureCloud|AzureChinaCloud +if ([string]::IsNullOrEmpty($cloudEnvironment)) +{ + $cloudEnvironment = "AzureCloud" +} +$referenceRegion = Get-AutomationVariable -Name "AzureOptimization_ReferenceRegion" -ErrorAction SilentlyContinue # e.g., westeurope +if ([string]::IsNullOrEmpty($referenceRegion)) +{ + $referenceRegion = "westeurope" +} +$authenticationOption = Get-AutomationVariable -Name "AzureOptimization_AuthenticationOption" -ErrorAction SilentlyContinue # ManagedIdentity|UserAssignedManagedIdentity +if ([string]::IsNullOrEmpty($authenticationOption)) +{ + $authenticationOption = "ManagedIdentity" +} +if ($authenticationOption -eq "UserAssignedManagedIdentity") +{ + $uamiClientID = Get-AutomationVariable -Name "AzureOptimization_UAMIClientID" +} + +$storageAccountSink = Get-AutomationVariable -Name "AzureOptimization_StorageSink" + + +$storageAccountSinkEnv = Get-AutomationVariable -Name "AzureOptimization_StorageSinkEnvironment" -ErrorAction SilentlyContinue +if (-not($storageAccountSinkEnv)) +{ + $storageAccountSinkEnv = $cloudEnvironment +} +$storageAccountSinkKeyCred = Get-AutomationPSCredential -Name "AzureOptimization_StorageSinkKey" -ErrorAction SilentlyContinue +$storageAccountSinkKey = $null +if ($storageAccountSinkKeyCred) +{ + $storageAccountSink = $storageAccountSinkKeyCred.UserName + $storageAccountSinkKey = $storageAccountSinkKeyCred.GetNetworkCredential().Password +} + +$storageAccountSinkContainer = Get-AutomationVariable -Name "AzureOptimization_ARGVMContainer" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($storageAccountSinkContainer)) +{ + $storageAccountSinkContainer = "argvmexports" +} + +if (-not([string]::IsNullOrEmpty($externalCredentialName))) +{ + $externalCredential = Get-AutomationPSCredential -Name $externalCredentialName +} + +$ARGPageSize = 1000 + +"Logging in to Azure with $authenticationOption..." + +switch ($authenticationOption) { + "UserAssignedManagedIdentity" { + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment -AccountId $uamiClientID + break + } + Default { #ManagedIdentity + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment + break + } +} + +if (-not($storageAccountSinkKey)) +{ + Write-Output "Getting Storage Account context with login" + + $saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -UseConnectedAccount -Environment $cloudEnvironment +} +else +{ + Write-Output "Getting Storage Account context with key" + $saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -StorageAccountKey $storageAccountSinkKey -Environment $storageAccountSinkEnv +} + +# get list of all VM sizes +Write-Output "Getting VM sizes details for $referenceRegion" +$sizes = Get-AzVMSize -Location $referenceRegion + +$cloudSuffix = "" + +if (-not([string]::IsNullOrEmpty($externalCredentialName))) +{ + "Logging in to Azure with $externalCredentialName external credential..." + Connect-AzAccount -ServicePrincipal -EnvironmentName $externalCloudEnvironment -Tenant $externalTenantId -Credential $externalCredential + $cloudSuffix = $externalCloudEnvironment.ToLower() + "-" + $cloudEnvironment = $externalCloudEnvironment +} + +$tenantId = (Get-AzContext).Tenant.Id + +$allvms = @() + +Write-Output "Getting subscriptions target $TargetSubscription" +if (-not([string]::IsNullOrEmpty($TargetSubscription))) +{ + $subscriptions = $TargetSubscription + $subscriptionSuffix = $TargetSubscription +} +else +{ + $subscriptions = Get-AzSubscription | Where-Object { $_.State -eq "Enabled" } | ForEach-Object { "$($_.Id)"} + $subscriptionSuffix = $cloudSuffix + "all-" + $tenantId +} + +$armVmsTotal = @() +$classicVmsTotal = @() + +$resultsSoFar = 0 + +<# + Getting all ARM VMs properties with Azure Resource Graph query +#> + +Write-Output "Querying for ARM VM properties" + +$argQuery = @" + resources + | where type =~ 'Microsoft.Compute/virtualMachines' + | extend dataDiskCount = array_length(properties.storageProfile.dataDisks), nicCount = array_length(properties.networkProfile.networkInterfaces) + | extend usesManagedDisks = iif(isnull(properties.storageProfile.osDisk.managedDisk), 'false', 'true') + | extend availabilitySetId = tostring(properties.availabilitySet.id) + | extend bootDiagnosticsEnabled = tostring(properties.diagnosticsProfile.bootDiagnostics.enabled) + | extend bootDiagnosticsStorageAccount = split(split(properties.diagnosticsProfile.bootDiagnostics.storageUri, '/')[2],'.')[0] + | extend powerState = tostring(properties.extended.instanceView.powerState.code) + | extend imagePublisher = iif(isnotempty(properties.storageProfile.imageReference.publisher),tostring(properties.storageProfile.imageReference.publisher),'Custom') + | extend imageOffer = iif(isnotempty(properties.storageProfile.imageReference.offer),tostring(properties.storageProfile.imageReference.offer),tostring(properties.storageProfile.imageReference.id)) + | extend imageSku = tostring(properties.storageProfile.imageReference.sku) + | extend imageVersion = tostring(properties.storageProfile.imageReference.version) + | extend imageExactVersion = tostring(properties.storageProfile.imageReference.exactVersion) + | extend osName = tostring(properties.extended.instanceView.osName) + | extend osVersion = tostring(properties.extended.instanceView.osVersion) + | order by id asc +"@ + +do +{ + if ($resultsSoFar -eq 0) + { + $armVms = Search-AzGraph -Query $argQuery -First $ARGPageSize -Subscription $subscriptions + } + else + { + $armVms = Search-AzGraph -Query $argQuery -First $ARGPageSize -Skip $resultsSoFar -Subscription $subscriptions + } + if ($armVms -and $armVms.GetType().Name -eq "PSResourceGraphResponse") + { + $armVms = $armVms.Data + } + $resultsCount = $armVms.Count + $resultsSoFar += $resultsCount + $armVmsTotal += $armVms + +} while ($resultsCount -eq $ARGPageSize) + +$resultsSoFar = 0 + +<# + Getting all Classic VMs properties with Azure Resource Graph query +#> + +Write-Output "Querying for Classic VM properties" + +$argQuery = @" + resources + | where type =~ 'Microsoft.ClassicCompute/virtualMachines' + | extend dataDiskCount = iif(isnotnull(properties.storageProfile.dataDisks), array_length(properties.storageProfile.dataDisks), 0), nicCount = iif(isnotnull(properties.networkProfile.virtualNetwork.networkInterfaces), array_length(properties.networkProfile.virtualNetwork.networkInterfaces) + 1, 1) + | extend usesManagedDisks = 'false' + | extend availabilitySetId = tostring(properties.hardwareProfile.availabilitySet) + | extend bootDiagnosticsEnabled = tostring(properties.debugProfile.bootDiagnosticsEnabled) + | extend bootDiagnosticsStorageAccount = split(split(properties.debugProfile.serialOutputBlobUri, '/')[2],'.')[0] + | extend powerState = tostring(properties.instanceView.status) + | extend imageOffer = tostring(properties.storageProfile.operatingSystemDisk.sourceImageName) + | order by id asc +"@ + +do +{ + if ($resultsSoFar -eq 0) + { + $classicVms = Search-AzGraph -Query $argQuery -First $ARGPageSize -Subscription $subscriptions + } + else + { + $classicVms = Search-AzGraph -Query $argQuery -First $ARGPageSize -Skip $resultsSoFar -Subscription $subscriptions + } + if ($classicVms -and $classicVms.GetType().Name -eq "PSResourceGraphResponse") + { + $classicVms = $classicVms.Data + } + $resultsCount = $classicVms.Count + $resultsSoFar += $resultsCount + $classicVmsTotal += $classicVms + +} while ($resultsCount -eq $ARGPageSize) + +<# + Merging ARM + Classic VMs, enriching VM size details and building CSV entries +#> + +$datetime = (Get-Date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyy-MM-ddTHH:mm:00.000Z") +$statusDate = $datetime.ToString("yyyy-MM-dd") + +Write-Output "Building $($armVmsTotal.Count) ARM VM entries" + +foreach ($vm in $armVmsTotal) +{ + $vmSize = $sizes | Where-Object {$_.name -eq $vm.properties.hardwareProfile.vmSize} + + $avSetId = $null + if ($vm.availabilitySetId) + { + $avSetId = $vm.availabilitySetId.ToLower() + } + + $logentry = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $cloudEnvironment + TenantGuid = $vm.tenantId + SubscriptionGuid = $vm.subscriptionId + ResourceGroupName = $vm.resourceGroup.ToLower() + Zones = $vm.zones + Location = $vm.location + VMName = $vm.name.ToLower() + DeploymentModel = 'ARM' + InstanceId = $vm.id.ToLower() + VMSize = $vm.properties.hardwareProfile.vmSize + CoresCount = $vmSize.NumberOfCores + MemoryMB = $vmSize.MemoryInMB + OSType = $vm.properties.storageProfile.osDisk.osType + LicenseType = $vm.properties.licenseType + DataDiskCount = $vm.dataDiskCount + NicCount = $vm.nicCount + UsesManagedDisks = $vm.usesManagedDisks + AvailabilitySetId = $avSetId + BootDiagnosticsEnabled = $vm.bootDiagnosticsEnabled + BootDiagnosticsStorageAccount = $vm.bootDiagnosticsStorageAccount + StatusDate = $statusDate + PowerState = $vm.powerState + ImagePublisher = $vm.imagePublisher + ImageOffer = $vm.imageOffer + ImageSku = $vm.imageSku + ImageVersion = $vm.imageVersion + ImageExactVersion = $vm.imageExactVersion + OSName = $vm.osName + OSVersion = $vm.osVersion + Tags = $vm.tags + } + + $allvms += $logentry +} + +Write-Output "Building $($classicVmsTotal.Count) Classic VM entries" + +foreach ($vm in $classicVmsTotal) +{ + $vmSize = $sizes | Where-Object {$_.name -eq $vm.properties.hardwareProfile.size} + + $avSetId = $null + if ($vm.availabilitySetId) + { + $avSetId = $vm.availabilitySetId.ToLower() + } + + $logentry = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $cloudEnvironment + TenantGuid = $vm.tenantId + SubscriptionGuid = $vm.subscriptionId + ResourceGroupName = $vm.resourceGroup.ToLower() + VMName = $vm.name.ToLower() + DeploymentModel = 'Classic' + Location = $vm.location + InstanceId = $vm.id.ToLower() + VMSize = $vm.properties.hardwareProfile.size + CoresCount = $vmSize.NumberOfCores + MemoryMB = $vmSize.MemoryInMB + OSType = $vm.properties.storageProfile.operatingSystemDisk.operatingSystem + LicenseType = "N/A" + DataDiskCount = $vm.dataDiskCount + NicCount = $vm.nicCount + UsesManagedDisks = $vm.usesManagedDisks + AvailabilitySetId = $avSetId + BootDiagnosticsEnabled = $vm.bootDiagnosticsEnabled + BootDiagnosticsStorageAccount = $vm.bootDiagnosticsStorageAccount + PowerState = $vm.powerState + StatusDate = $statusDate + ImagePublisher = $vm.imagePublisher + ImageOffer = $vm.imageOffer + ImageSku = $vm.imageSku + ImageVersion = $vm.imageVersion + ImageExactVersion = $vm.imageExactVersion + OSName = $vm.osName + OSVersion = $vm.osVersion + Tags = $null + } + + $allvms += $logentry +} + +<# + Actually exporting CSV to Azure Storage +#> + +Write-Output "Uploading CSV to Storage" + +$today = $datetime.ToString("yyyyMMdd") +$csvExportPath = "$today-vms-$subscriptionSuffix.csv" + +$allvms | Export-Csv -Path $csvExportPath -NoTypeInformation + +$csvBlobName = $csvExportPath + +$csvProperties = @{"ContentType" = "text/csv"}; + +Set-AzStorageBlobContent -File $csvExportPath -Container $storageAccountSinkContainer -Properties $csvProperties -Blob $csvBlobName -Context $saCtx -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Uploaded $csvBlobName to Blob Storage..." + +Remove-Item -Path $csvExportPath -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Removed $csvExportPath from local disk..." \ No newline at end of file diff --git a/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-AdvisorRecommendationsToBlobStorage.ps1 b/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-AdvisorRecommendationsToBlobStorage.ps1 new file mode 100644 index 000000000..0f4a9903b --- /dev/null +++ b/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-AdvisorRecommendationsToBlobStorage.ps1 @@ -0,0 +1,247 @@ +param( + [Parameter(Mandatory = $false)] + [string] $targetSubscription, + + [Parameter(Mandatory = $false)] + [string] $externalCloudEnvironment, + + [Parameter(Mandatory = $false)] + [string] $externalTenantId, + + [Parameter(Mandatory = $false)] + [string] $externalCredentialName +) + +$ErrorActionPreference = "Stop" + +$cloudEnvironment = Get-AutomationVariable -Name "AzureOptimization_CloudEnvironment" -ErrorAction SilentlyContinue # AzureCloud|AzureChinaCloud +if ([string]::IsNullOrEmpty($cloudEnvironment)) +{ + $cloudEnvironment = "AzureCloud" +} +$authenticationOption = Get-AutomationVariable -Name "AzureOptimization_AuthenticationOption" -ErrorAction SilentlyContinue # ManagedIdentity|UserAssignedManagedIdentity +if ([string]::IsNullOrEmpty($authenticationOption)) +{ + $authenticationOption = "ManagedIdentity" +} +if ($authenticationOption -eq "UserAssignedManagedIdentity") +{ + $uamiClientID = Get-AutomationVariable -Name "AzureOptimization_UAMIClientID" +} + +$storageAccountSink = Get-AutomationVariable -Name "AzureOptimization_StorageSink" + + +$storageAccountSinkEnv = Get-AutomationVariable -Name "AzureOptimization_StorageSinkEnvironment" -ErrorAction SilentlyContinue +if (-not($storageAccountSinkEnv)) +{ + $storageAccountSinkEnv = $cloudEnvironment +} +$storageAccountSinkKeyCred = Get-AutomationPSCredential -Name "AzureOptimization_StorageSinkKey" -ErrorAction SilentlyContinue +$storageAccountSinkKey = $null +if ($storageAccountSinkKeyCred) +{ + $storageAccountSink = $storageAccountSinkKeyCred.UserName + $storageAccountSinkKey = $storageAccountSinkKeyCred.GetNetworkCredential().Password +} + +$storageAccountSinkContainer = Get-AutomationVariable -Name "AzureOptimization_AdvisorContainer" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($storageAccountSinkContainer)) +{ + $storageAccountSinkContainer = "advisorexports" +} + +$CategoryFilter = Get-AutomationVariable -Name "AzureOptimization_AdvisorFilter" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($CategoryFilter)) +{ + $CategoryFilter = "HighAvailability,Security,Performance,OperationalExcellence" # comma-separated list of categories +} +$CategoryFilter += ",Cost" + +if (-not([string]::IsNullOrEmpty($externalCredentialName))) +{ + $externalCredential = Get-AutomationPSCredential -Name $externalCredentialName +} + +"Logging in to Azure with $authenticationOption..." + +switch ($authenticationOption) { + "UserAssignedManagedIdentity" { + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment -AccountId $uamiClientID + break + } + Default { #ManagedIdentity + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment + break + } +} + +if (-not($storageAccountSinkKey)) +{ + Write-Output "Getting Storage Account context with login" + + $saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -UseConnectedAccount -Environment $cloudEnvironment +} +else +{ + Write-Output "Getting Storage Account context with key" + $saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -StorageAccountKey $storageAccountSinkKey -Environment $storageAccountSinkEnv +} + +if (-not([string]::IsNullOrEmpty($externalCredentialName))) +{ + "Logging in to Azure with $externalCredentialName external credential..." + Connect-AzAccount -ServicePrincipal -EnvironmentName $externalCloudEnvironment -Tenant $externalTenantId -Credential $externalCredential + $cloudEnvironment = $externalCloudEnvironment +} + +Write-Output "Getting subscriptions target $TargetSubscription" + +$tenantId = (Get-AzContext).Tenant.Id + +$ARGPageSize = 1000 + +if (-not([string]::IsNullOrEmpty($TargetSubscription))) +{ + $subscriptions = $TargetSubscription + $scope = $TargetSubscription +} +else +{ + $subscriptions = Get-AzSubscription | Where-Object { $_.State -eq "Enabled" -and $_.SubscriptionPolicies.QuotaId -notlike "AAD*" } | ForEach-Object { "$($_.Id)"} + $scope = $tenantId +} + + +<# + Getting Advisor recommendations for each subscription and building CSV entries +#> + +$datetime = (get-date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyy-MM-ddTHH:mm:00.000Z") + +$recommendationsARG = @() + +$resultsSoFar = 0 + +$FinalCategoryFilter = "" + +if (-not([string]::IsNullOrEmpty($CategoryFilter))) +{ + $categories = $CategoryFilter.Split(',') + for ($i = 0; $i -lt $categories.Count; $i++) + { + $categories[$i] = "'" + $categories[$i] + "'" + } + $FinalCategoryFilter = " and properties.category in (" + ($categories -join ",") + ")" +} + +$argQuery = @" +advisorresources +| where type == 'microsoft.advisor/recommendations' +| where isnull(properties.suppressionIds)$FinalCategoryFilter +| extend resourceId = tostring(split(tolower(id),'/providers/microsoft.advisor')[0]) +| join kind=leftouter (resources | project resourceId=tolower(id), resourceTags=tags) on resourceId +| project id, category = properties.category, impact = properties.impact, impactedArea = properties.impactedField, + description = properties.shortDescription.problem, recommendationText = properties.shortDescription.solution, + recommendationTypeId = properties.recommendationTypeId, instanceName = properties.impactedValue, + additionalInfo = properties.extendedProperties, tags=resourceTags +| order by id asc +"@ + +do +{ + if ($resultsSoFar -eq 0) + { + $recs = Search-AzGraph -Query $argQuery -First $ARGPageSize -Subscription $subscriptions + } + else + { + $recs = Search-AzGraph -Query $argQuery -First $ARGPageSize -Skip $resultsSoFar -Subscription $subscriptions + } + if ($recs -and $recs.GetType().Name -eq "PSResourceGraphResponse") + { + $recs = $recs.Data + } + $resultsCount = $recs.Count + $resultsSoFar += $resultsCount + $recommendationsARG += $recs + +} while ($resultsCount -eq $ARGPageSize) + +Write-Output "Building $($recommendationsARG.Count) recommendations entries" + +$recommendations = @() + +foreach ($advisorRecommendation in $recommendationsARG) +{ + $resourceIdParts = $advisorRecommendation.id.Split('/') + if ($resourceIdParts.Count -ge 9) + { + # if the Resource ID is made of 9 parts, then the recommendation is relative to a specific Azure resource + $realResourceIdParts = $resourceIdParts[0..8] + $instanceId = ($realResourceIdParts -join "/").ToLower() + $resourceGroup = $realResourceIdParts[4].ToLower() + $subscriptionId = $realResourceIdParts[2] + } + else + { + # otherwise it is not a resource-specific recommendation (e.g., reservations) + $resourceGroup = "notavailable" + $instanceId = $advisorRecommendation.id.ToLower() + $subscriptionId = $resourceIdParts[2] + } + + if (-not([string]::IsNullOrEmpty($advisorRecommendation.additionalInfo))) + { + $additionalInfo = $advisorRecommendation.additionalInfo | ConvertTo-Json -Compress + } + else + { + $additionalInfo = $null + } + + $recommendation = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $cloudEnvironment + Category = $advisorRecommendation.category + Impact = $advisorRecommendation.impact + ImpactedArea = $advisorRecommendation.impactedArea + Description = $advisorRecommendation.description + RecommendationText = $advisorRecommendation.recommendationText + RecommendationTypeId = $advisorRecommendation.recommendationTypeId + InstanceId = $instanceId + InstanceName = $advisorRecommendation.instanceName + Tags = $advisorRecommendation.tags + AdditionalInfo = $additionalInfo + ResourceGroup = $resourceGroup + SubscriptionGuid = $subscriptionId + TenantGuid = $tenantId + } + + $recommendations += $recommendation +} + +Write-Output "Found $($recommendations.Count) ($CategoryFilter) recommendations..." + +$fileDate = $datetime.ToString("yyyyMMdd") +$advisorFilter = $CategoryFilter.Replace(',','').ToLower() +$csvExportPath = "$fileDate-$advisorFilter-$scope.csv" + +$recommendations | Export-Csv -NoTypeInformation -Path $csvExportPath +Write-Output "Export to $csvExportPath" + +$csvBlobName = $csvExportPath +$csvProperties = @{"ContentType" = "text/csv"}; + +Set-AzStorageBlobContent -File $csvExportPath -Container $storageAccountSinkContainer -Properties $csvProperties -Blob $csvBlobName -Context $saCtx -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Uploaded $csvBlobName to Blob Storage..." + +Remove-Item -Path $csvExportPath -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Removed $csvExportPath from local disk..." + +Write-Output "DONE!" \ No newline at end of file diff --git a/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-AzMonitorMetricsToBlobStorage.ps1 b/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-AzMonitorMetricsToBlobStorage.ps1 new file mode 100644 index 000000000..eae6d89b1 --- /dev/null +++ b/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-AzMonitorMetricsToBlobStorage.ps1 @@ -0,0 +1,296 @@ +Param ( + [Parameter(Mandatory = $false)] + [string] $TargetSubscription, + + [Parameter(Mandatory = $true)] + [string] $ResourceType, # ARM resource type + + [Parameter(Mandatory = $false)] + [string] $ARGFilter, # e.g., name != 'master' and sku.tier in ('Basic','Standard','Premium') + + [Parameter(Mandatory = $true)] + [string] $MetricNames, # comma-separated metrics names (use Get-AzMetricDefinition for a list of supported metric names for a given resource) + + [Parameter(Mandatory = $true)] + [ValidateSet("Maximum", "Minimum", "Average", "Total")] + [string] $AggregationType, + + [Parameter(Mandatory = $false)] + [ValidateSet("Default", "Maximum", "Minimum", "Average", "Total")] + [string] $AggregationOfType = "Default", + + [Parameter(Mandatory = $true)] + [string] $TimeSpan, # [d.]hh:mm:ss + + [Parameter(Mandatory = $true)] + [string] $TimeGrain, # [d.]hh:mm:ss (00:01:00, 00:05:00, 00:15:00, 00:30:00, 01:00:00, 06:00:00, 12:00:00, 1.00:00:00, 7.00:00:00, 30.00:00:00) + + [Parameter(Mandatory = $false)] + [string] $externalCloudEnvironment, + + [Parameter(Mandatory = $false)] + [string] $externalTenantId, + + [Parameter(Mandatory = $false)] + [string] $externalCredentialName +) + +$ErrorActionPreference = "Stop" + +$cloudEnvironment = Get-AutomationVariable -Name "AzureOptimization_CloudEnvironment" -ErrorAction SilentlyContinue # AzureCloud|AzureChinaCloud +if ([string]::IsNullOrEmpty($cloudEnvironment)) +{ + $cloudEnvironment = "AzureCloud" +} +$authenticationOption = Get-AutomationVariable -Name "AzureOptimization_AuthenticationOption" -ErrorAction SilentlyContinue # ManagedIdentity|UserAssignedManagedIdentity +if ([string]::IsNullOrEmpty($authenticationOption)) +{ + $authenticationOption = "ManagedIdentity" +} +if ($authenticationOption -eq "UserAssignedManagedIdentity") +{ + $uamiClientID = Get-AutomationVariable -Name "AzureOptimization_UAMIClientID" +} + +$storageAccountSink = Get-AutomationVariable -Name "AzureOptimization_StorageSink" + + +$storageAccountSinkEnv = Get-AutomationVariable -Name "AzureOptimization_StorageSinkEnvironment" -ErrorAction SilentlyContinue +if (-not($storageAccountSinkEnv)) +{ + $storageAccountSinkEnv = $cloudEnvironment +} +$storageAccountSinkKeyCred = Get-AutomationPSCredential -Name "AzureOptimization_StorageSinkKey" -ErrorAction SilentlyContinue +$storageAccountSinkKey = $null +if ($storageAccountSinkKeyCred) +{ + $storageAccountSink = $storageAccountSinkKeyCred.UserName + $storageAccountSinkKey = $storageAccountSinkKeyCred.GetNetworkCredential().Password +} + +$storageAccountSinkContainer = Get-AutomationVariable -Name "AzureOptimization_AzMonitorContainer" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($storageAccountSinkContainer)) +{ + $storageAccountSinkContainer = "azmonitorexports" +} + +if (-not([string]::IsNullOrEmpty($externalCredentialName))) +{ + $externalCredential = Get-AutomationPSCredential -Name $externalCredentialName +} + +$ARGPageSize = 1000 + +"Logging in to Azure with $authenticationOption..." + +switch ($authenticationOption) { + "UserAssignedManagedIdentity" { + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment -AccountId $uamiClientID + break + } + Default { #ManagedIdentity + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment + break + } +} + +if (-not($storageAccountSinkKey)) +{ + Write-Output "Getting Storage Account context with login" + + $saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -UseConnectedAccount -Environment $cloudEnvironment +} +else +{ + Write-Output "Getting Storage Account context with key" + $saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -StorageAccountKey $storageAccountSinkKey -Environment $storageAccountSinkEnv +} + +$cloudSuffix = "" + +if (-not([string]::IsNullOrEmpty($externalCredentialName))) +{ + "Logging in to Azure with $externalCredentialName external credential..." + Connect-AzAccount -ServicePrincipal -EnvironmentName $externalCloudEnvironment -Tenant $externalTenantId -Credential $externalCredential + $cloudSuffix = $externalCloudEnvironment.ToLower() + "-" + $cloudEnvironment = $externalCloudEnvironment +} + +$tenantId = (Get-AzContext).Tenant.Id + +if (-not([string]::IsNullOrEmpty($TargetSubscription))) { + $subscriptions = $TargetSubscription + $subscriptionSuffix = "-" + $TargetSubscription +} +else { + $subscriptions = Get-AzSubscription | Where-Object { $_.State -eq "Enabled" } | ForEach-Object { "$($_.Id)"} + $subscriptionSuffix = "all-" + $tenantId +} + +[TimeSpan]::Parse($TimeGrain) | Out-Null +$TimeSpanObj = [TimeSpan]::Parse("-$TimeSpan") + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Querying for $ResourceType with page size $ARGPageSize and target subscription $TargetSubscription..." + +$allResources = @() + +$resultsSoFar = 0 + +$argWhere = "" +if (-not([string]::IsNullOrEmpty($ARGFilter))) +{ + $argWhere = " and $ARGFilter" +} + +$argQuery = @" +resources +| where type =~ '$ResourceType'$argWhere +| project id, name, subscriptionId, resourceGroup, tenantId +| order by id asc +"@ + +do { + if ($resultsSoFar -eq 0) { + $resources = Search-AzGraph -Query $argQuery -First $ARGPageSize -Subscription $subscriptions + } + else { + $resources = Search-AzGraph -Query $argQuery -First $ARGPageSize -Skip $resultsSoFar -Subscription $subscriptions + } + if ($resources -and $resources.GetType().Name -eq "PSResourceGraphResponse") + { + $resources = $resources.Data + } + $resultsCount = $resources.Count + $resultsSoFar += $resultsCount + $allResources += $resources + +} while ($resultsCount -eq $ARGPageSize) + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Found $($allResources.Count) resources." + +$metrics = $MetricNames.Split(',') + +$queryDate = Get-Date +$utcNow = $queryDate.ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +$utcAgo = $queryDate.Add($TimeSpanObj).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") + +$customMetrics = @() + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Analyzing resources for $MetricNames metrics ($AggregationType with $TimeGrain time grain) since $utcAgo..." + +foreach ($resource in $allResources) { + $valuesAggregation = @() + $foundResource = $true + foreach ($metric in $metrics) { + $metricValues = Get-AzMetric -ResourceId $resource.id -MetricName $metric -TimeGrain $TimeGrain -AggregationType $AggregationType ` + -StartTime $utcAgo -EndTime $utcNow -WarningAction SilentlyContinue -ErrorAction Continue + if ($metricValues.Data) { + if ($valuesAggregation.Count -eq 0) { + $valuesAggregation = $metricValues.Data."$AggregationType" + } + else { + for ($i = 0; $i -lt $valuesAggregation.Count; $i++) { + if ($metricValues.Data.Count -gt 1) + { + $valuesAggregation[$i] += $metricValues.Data[$i]."$AggregationType" + } + else + { + $valuesAggregation += $metricValues.Data."$AggregationType" + } + } + } + } + + if (-not($metricValues.Id)) + { + $foundResource = $false + } + } + + if ($foundResource) + { + $aggregatedValue = $null + $finalAggregationType = $AggregationType + if ($AggregationOfType -ne "Default") + { + $finalAggregationType = $AggregationOfType + } + if ($valuesAggregation.Count -gt 0) { + switch ($finalAggregationType) { + "Maximum" { + $aggregatedValue = ($valuesAggregation | Measure-Object -Maximum).Maximum + } + "Minimum" { + $aggregatedValue = ($valuesAggregation | Measure-Object -Minimum).Minimum + } + "Average" { + $aggregatedValue = ($valuesAggregation | Measure-Object -Average).Average + } + "Total" { + $aggregatedValue = ($valuesAggregation | Measure-Object -Sum).Sum + } + } + } + + $customMetric = New-Object PSObject -Property @{ + Timestamp = $utcNow + Cloud = $cloudEnvironment + TenantGuid = $resource.tenantId + SubscriptionGuid = $resource.subscriptionId + ResourceGroupName = $resource.resourceGroup.ToLower() + ResourceName = $resource.name.ToLower() + ResourceId = $resource.id.ToLower() + MetricNames = $MetricNames + AggregationType = $AggregationType + AggregationOfType = $AggregationOfType + MetricValue = $aggregatedValue + TimeGrain = $TimeGrain + TimeSpan = $TimeSpan + } + + $customMetrics += $customMetric + } +} + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Found $($customMetrics.Count) resources to collect metrics from..." + +$metricMoment = $queryDate.Add($TimeSpanObj).ToUniversalTime().ToString("yyyyMMddHHmmss") +$ResourceTypeName = $ResourceType.Split('/')[1].ToLower() +$MetricName = $MetricNames.Replace(',','').Replace(' ','').Replace('/','').ToLower() +$AggregationOfTypeName = "" +if ($AggregationOfType -ne "Default") +{ + $AggregationOfTypeName = ("-$AggregationOfType").ToLower() +} +$AggregationTypeName = "$($AggregationType.ToLower())$AggregationOfTypeName" +$csvExportPath = "$metricMoment-metrics-$ResourceTypeName-$MetricName-$AggregationTypeName-$subscriptionSuffix.csv" + +$ci = [CultureInfo]::new([System.Threading.Thread]::CurrentThread.CurrentCulture.Name) +if ($ci.NumberFormat.NumberDecimalSeparator -ne '.') +{ + Write-Output "Current culture ($($ci.Name)) does not use . as decimal separator" + $ci.NumberFormat.NumberDecimalSeparator = '.' + [System.Threading.Thread]::CurrentThread.CurrentCulture = $ci +} + +$customMetrics | Export-Csv -Path $csvExportPath -NoTypeInformation + +$csvBlobName = $csvExportPath + +$csvProperties = @{"ContentType" = "text/csv"}; + +Set-AzStorageBlobContent -File $csvExportPath -Container $storageAccountSinkContainer -Properties $csvProperties -Blob $csvBlobName -Context $saCtx -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Uploaded $csvBlobName to Blob Storage..." + +Remove-Item -Path $csvExportPath -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Removed $csvExportPath from local disk..." + diff --git a/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-ConsumptionToBlobStorage.ps1 b/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-ConsumptionToBlobStorage.ps1 new file mode 100644 index 000000000..0c68d965d --- /dev/null +++ b/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-ConsumptionToBlobStorage.ps1 @@ -0,0 +1,875 @@ +param( + [Parameter(Mandatory = $false)] + [string] $TargetSubscription, + + [Parameter(Mandatory = $false)] + [string] $externalCloudEnvironment, + + [Parameter(Mandatory = $false)] + [string] $externalTenantId, + + [Parameter(Mandatory = $false)] + [string] $externalCredentialName, + + [Parameter(Mandatory = $false)] + [string] $targetStartDate, # YYYY-MM-DD format + + [Parameter(Mandatory = $false)] + [string] $targetEndDate # YYYY-MM-DD format +) + +$ErrorActionPreference = "Stop" +$global:hadErrors = $false +$global:scopesWithErrors = @() + +function Authenticate-AzureWithOption { + param ( + [string] $authOption = "ManagedIdentity", + [string] $cloudEnv = "AzureCloud", + [string] $clientID + ) + + switch ($authOption) { + "UserAssignedManagedIdentity" { + Connect-AzAccount -Identity -EnvironmentName $cloudEnv -AccountId $clientID + break + } + Default { #ManagedIdentity + Connect-AzAccount -Identity -EnvironmentName $cloudEnv + break + } + } +} + +function Generate-CostDetails { + param ( + [string] $ScopeId, + [string] $ScopeName + ) + + $MaxTries = 20 # The typical Retry-After is set to 20 seconds. We'll give ~6 minutes overall to download the cost details report + $hadErrors = $false + + $CostDetailsApiPath = "$ScopeId/providers/Microsoft.CostManagement/generateCostDetailsReport?api-version=2022-05-01" + $body = "{ `"metric`": `"$consumptionMetric`", `"timePeriod`": { `"start`": `"$targetStartDate`", `"end`": `"$targetEndDate`" } }" + $result = Invoke-AzRestMethod -Path $CostDetailsApiPath -Method POST -Payload $body + $requestResultPath = $result.Headers.Location.PathAndQuery + if ($result.StatusCode -in (200,202)) + { + $tries = 0 + $requestSuccess = $false + + Write-Output "Obtained cost detail results endpoint: $requestResultPath..." + + Write-Output "Was told to wait $($result.Headers.RetryAfter.Delta.TotalSeconds) seconds." + + $sleepSeconds = 60 + if ($result.Headers.RetryAfter.Delta.TotalSeconds -gt 0) + { + $sleepSeconds = $result.Headers.RetryAfter.Delta.TotalSeconds + } + + do + { + $tries++ + Write-Output "Checking whether export is ready (try $tries)..." + + Start-Sleep -Seconds $sleepSeconds + $downloadResult = Invoke-AzRestMethod -Method GET -Path $requestResultPath + + if ($downloadResult.StatusCode -eq 200) + { + + Write-Output "Export is ready. Proceeding with CSV download..." + + $downloadBlobJson = $downloadResult.Content | ConvertFrom-Json + + $blobCounter = 0 + foreach ($blob in $downloadBlobJson.manifest.blobs) + { + $blobCounter++ + + Write-Output "Downloading blob $blobCounter..." + + $csvExportPath = "$env:TEMP\$targetStartDate-$ScopeName-$consumptionMetric-$blobCounter.csv" + $finalCsvExportPath = "$env:TEMP\$targetStartDate-$ScopeName-$consumptionMetric-$blobCounter-final.csv" + + Invoke-WebRequest -Uri $blob.blobLink -OutFile $csvExportPath + + Write-Output "Blob downloaded to $csvExportPath successfully." + + $r = [IO.File]::OpenText($csvExportPath) + $w = [System.IO.StreamWriter]::new($finalCsvExportPath) + + # header normalization between MCA and EA + $headerConversion = @{ + additionalInfo = "AdditionalInfo"; + billingAccountId = "BillingAccountId"; + billingAccountName = "BillingAccountName"; + billingCurrency = "BillingCurrencyCode"; + billingPeriodEndDate = "BillingPeriodEndDate"; + billingPeriodStartDate = "BillingPeriodStartDate"; + billingProfileId = "BillingProfileId"; + billingProfileName = "BillingProfileName"; + chargeType = "ChargeType"; + consumedService = "ConsumedService"; + costAllocationRuleName = "CostAllocationRuleName"; + costCenter = "CostCenter"; + costInBillingCurrency = "CostInBillingCurrency"; + date = "Date"; + effectivePrice = "EffectivePrice"; + frequency = "Frequency"; + invoiceSectionId = "InvoiceSectionId"; + invoiceSectionName = "InvoiceSectionName"; + isAzureCreditEligible = "IsAzureCreditEligible"; + meterCategory = "MeterCategory"; + meterId = "MeterId"; + meterName = "MeterName"; + meterRegion = "MeterRegion"; + meterSubCategory = "MeterSubCategory"; + offerId = "OfferId"; + pricingModel = "PricingModel"; + productOrderId = "ProductOrderId"; + productOrderName = "ProductOrderName"; + publisherName = "PublisherName"; + publisherType = "PublisherType"; + quantity = "Quantity"; + reservationId = "ReservationId"; + reservationName = "ReservationName"; + resourceGroupName = "ResourceGroup"; + resourceLocation = "ResourceLocation"; + serviceFamily = "ServiceFamily"; + serviceInfo1 = "ServiceInfo1"; + serviceInfo2 = "ServiceInfo2"; + subscriptionName = "SubscriptionName"; + tags = "Tags"; + term = "Term"; + unitOfMeasure = "UnitOfMeasure"; + unitPrice = "UnitPrice" + } + + $lineCounter = 0 + while ($r.Peek() -ge 0) { + $line = $r.ReadLine() + $lineCounter++ + if ($lineCounter -eq 1) + { + $headers = $line.Split(",") + + for ($i = 0; $i -lt $headers.Length; $i++) + { + $header = $headers[$i] + if ($headerConversion.ContainsKey($header)) + { + $headers[$i] = $headerConversion[$header] + } + } + + $line = $headers -join "," + + $w.WriteLine($line) + } + else + { + $w.WriteLine($line) + } + } + $r.Dispose() + $w.Close() + + $csvBlobName = [System.IO.Path]::GetFileName($finalCsvExportPath) + $csvProperties = @{"ContentType" = "text/csv"}; + Set-AzStorageBlobContent -File $finalCsvExportPath -Container $storageAccountSinkContainer -Properties $csvProperties -Blob $csvBlobName -Context $saCtx -Force + + $now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") + Write-Output "[$now] Uploaded $csvBlobName to Blob Storage..." + + Remove-Item -Path $csvExportPath -Force + + $now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") + Write-Output "[$now] Removed $csvExportPath from local disk..." + + Remove-Item -Path $finalCsvExportPath -Force + + $now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") + Write-Output "[$now] Removed $finalCsvExportPath from local disk..." + } + + $requestSuccess = $true + } + elseif ($downloadResult.StatusCode -eq 202) + { + Write-Output "Was told to wait a bit more... $($downloadResult.Headers.RetryAfter.Delta.TotalSeconds) seconds." + + $sleepSeconds = 60 + if ($downloadResult.Headers.RetryAfter.Delta.TotalSeconds -gt 0) + { + $sleepSeconds = $downloadResult.Headers.RetryAfter.Delta.TotalSeconds + } + } + elseif ($downloadResult.StatusCode -eq 401) + { + Write-Output "Had an authentication issue. Will login again and sleep just a couple of seconds." + + if ($authenticationOption -eq "UserAssignedManagedIdentity") + { + Authenticate-AzureWithOption -authOption $authenticationOption -cloudEnv $cloudEnvironment -clientID $uamiClientID + } + else + { + Authenticate-AzureWithOption -authOption $authenticationOption -cloudEnv $cloudEnvironment + } + + $sleepSeconds = 2 + } + else + { + $global:hadErrors = $true + $global:scopesWithErrors += $ScopeName + Write-Warning "Got an unexpected response code: $($downloadResult.StatusCode)" + } + } + while (-not($requestSuccess) -and $tries -lt $MaxTries) + + if (-not($requestSuccess)) + { + $global:hadErrors = $true + $global:scopesWithErrors += $ScopeName + if ($tries -eq $MaxTries) + { + Write-Warning "Reached maximum number of tries. Aborting..." + } + else + { + Write-Warning "Error returned by the Download Cost Details API. Status Code: $($downloadResult.StatusCode). Message: $($downloadResult.Content)" + } + } + else + { + Write-Output "Export download processing complete." + } + } + else + { + if ($result.StatusCode -ne 204) + { + $global:hadErrors = $true + $global:scopesWithErrors += $ScopeName + Write-Warning "Error returned by the Generate Cost Details API. Status Code: $($result.StatusCode). Message: $($result.Content)" + } + else + { + Write-Output "Request returned 204 No Content" + } + } +} + +$cloudEnvironment = Get-AutomationVariable -Name "AzureOptimization_CloudEnvironment" -ErrorAction SilentlyContinue # AzureCloud|AzureChinaCloud +if ([string]::IsNullOrEmpty($cloudEnvironment)) +{ + $cloudEnvironment = "AzureCloud" +} +$authenticationOption = Get-AutomationVariable -Name "AzureOptimization_AuthenticationOption" -ErrorAction SilentlyContinue # ManagedIdentity|UserAssignedManagedIdentity +if ([string]::IsNullOrEmpty($authenticationOption)) +{ + $authenticationOption = "ManagedIdentity" +} +if ($authenticationOption -eq "UserAssignedManagedIdentity") +{ + $uamiClientID = Get-AutomationVariable -Name "AzureOptimization_UAMIClientID" +} + +$storageAccountSink = Get-AutomationVariable -Name "AzureOptimization_StorageSink" + + +$storageAccountSinkEnv = Get-AutomationVariable -Name "AzureOptimization_StorageSinkEnvironment" -ErrorAction SilentlyContinue +if (-not($storageAccountSinkEnv)) +{ + $storageAccountSinkEnv = $cloudEnvironment +} +$storageAccountSinkKeyCred = Get-AutomationPSCredential -Name "AzureOptimization_StorageSinkKey" -ErrorAction SilentlyContinue +$storageAccountSinkKey = $null +if ($storageAccountSinkKeyCred) +{ + $storageAccountSink = $storageAccountSinkKeyCred.UserName + $storageAccountSinkKey = $storageAccountSinkKeyCred.GetNetworkCredential().Password +} + +$storageAccountSinkContainer = Get-AutomationVariable -Name "AzureOptimization_ConsumptionContainer" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($storageAccountSinkContainer)) +{ + $storageAccountSinkContainer = "consumptionexports" +} + +if (-not([string]::IsNullOrEmpty($externalCredentialName))) +{ + $externalCredential = Get-AutomationPSCredential -Name $externalCredentialName +} + +$consumptionOffsetDays = [int] (Get-AutomationVariable -Name "AzureOptimization_ConsumptionOffsetDays") + +$consumptionMetric = Get-AutomationVariable -Name "AzureOptimization_ConsumptionMetric" -ErrorAction SilentlyContinue # AmortizedCost|ActualCost +if ([string]::IsNullOrEmpty($consumptionMetric)) +{ + $consumptionMetric = "AmortizedCost" +} + +$consumptionAPIOption = Get-AutomationVariable -Name "AzureOptimization_ConsumptionAPIOption" -ErrorAction SilentlyContinue # CostDetails|UsageDetails +if ([string]::IsNullOrEmpty($consumptionAPIOption)) +{ + $consumptionAPIOption = "CostDetails" +} + +$consumptionScope = Get-AutomationVariable -Name "AzureOptimization_ConsumptionScope" -ErrorAction SilentlyContinue # Subscription|BillingAccount +if ([string]::IsNullOrEmpty($consumptionScope)) +{ + "Consumption Scope not specified, defaulting to Subscription" + $consumptionScope = "Subscription" +} +else +{ + "Consumption Scope is $consumptionScope" + if ($consumptionScope -eq "BillingAccount") + { + $BillingAccountID = Get-AutomationVariable -Name "AzureOptimization_BillingAccountID" + } + else + { + if ($consumptionScope -eq "BillingProfile") + { + $BillingAccountID = Get-AutomationVariable -Name "AzureOptimization_BillingAccountID" + $BillingProfileID = Get-AutomationVariable -Name "AzureOptimization_BillingProfileID" + } + else + { + if ($consumptionScope -ne "Subscription") + { + throw "Invalid value for AzureOptimization_ConsumptionScope. Valid values are 'Subscription' or 'BillingAccount'." + } + } + } +} + +if ($cloudEnvironment -eq "AzureChinaCloud") +{ + $chinaEAEnrollment = Get-AutomationVariable -Name "AzureOptimization_AzureChinaEAEnrollment" -ErrorAction SilentlyContinue + $chinaEAKey = Get-AutomationVariable -Name "AzureOptimization_AzureChinaEAKey" -ErrorAction SilentlyContinue +} + +"Logging in to Azure with $authenticationOption..." + +if ($authenticationOption -eq "UserAssignedManagedIdentity") +{ + Authenticate-AzureWithOption -authOption $authenticationOption -cloudEnv $cloudEnvironment -clientID $uamiClientID +} +else +{ + Authenticate-AzureWithOption -authOption $authenticationOption -cloudEnv $cloudEnvironment +} + +if (-not($storageAccountSinkKey)) +{ + Write-Output "Getting Storage Account context with login" + + $saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -UseConnectedAccount -Environment $cloudEnvironment +} +else +{ + Write-Output "Getting Storage Account context with key" + $saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -StorageAccountKey $storageAccountSinkKey -Environment $storageAccountSinkEnv +} + +if (-not([string]::IsNullOrEmpty($externalCredentialName))) +{ + "Logging in to Azure with $externalCredentialName external credential..." + Connect-AzAccount -ServicePrincipal -EnvironmentName $externalCloudEnvironment -Tenant $externalTenantId -Credential $externalCredential + $cloudEnvironment = $externalCloudEnvironment +} + +# compute start+end dates + +if ([string]::IsNullOrEmpty($targetStartDate) -or [string]::IsNullOrEmpty($targetEndDate)) +{ + $targetStartDate = (Get-Date).Date.AddDays($consumptionOffsetDays * -1).ToString("yyyy-MM-dd") + $targetEndDate = $targetStartDate +} + +if ($consumptionScope -eq "Subscription") +{ + if (-not([string]::IsNullOrEmpty($TargetSubscription))) + { + $subscriptions = Get-AzSubscription -SubscriptionId $TargetSubscription + } + else + { + $subscriptions = Get-AzSubscription | Where-Object { $_.State -eq "Enabled" } + } + "Exporting consumption data from $targetStartDate to $targetEndDate for $($subscriptions.Count) subscriptions..." +} +else +{ + "Exporting consumption data from $targetStartDate to $targetEndDate for $consumptionScope..." +} + + +# for each subscription, get billing data + +$datetime = (get-date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyy-MM-ddTHH:mm:00.000Z") + +if ($cloudEnvironment -eq "AzureChinaCloud" -and -not([string]::IsNullOrEmpty($chinaEAEnrollment)) -and -not([string]::IsNullOrEmpty($chinaEAKey))) +{ + $targetMonth = $targetStartDate.Substring(0,7) + $consumption = $null + $billingEntries = @() + + $BillingApiUri = "https://ea.azure.cn/rest/$chinaEAEnrollment/usage-report?month=$targetMonth&type=detail&fmt=Csv" + $PricesheetApiUri = "https://ea.azure.cn/rest/$chinaEAEnrollment/usage-report?month=$targetMonth&type=pricesheet&fmt=Csv" + + $Headers = @{} + $Headers.Add("Authorization","Bearer $chinaEAKey") + + Write-Output "Getting pricesheet for month $targetMonth (EA enrollment $chinaEAEnrollment)..." + + Invoke-RestMethod -Method Get -Uri $PricesheetApiUri -Headers $Headers -OutFile "pricesheet-$targetMonth.csv" + + Write-Output "Pricesheet data exported to disk as CSV." + + $csvFile = Get-Content -Path "pricesheet-$targetMonth.csv" + + Write-Output "Pricesheet data imported from disk as string." + + Remove-Item -Path "pricesheet-$targetMonth.csv" -Force + + Write-Output "Removed pricesheet-$targetMonth.csv from local disk..." + + $csvFile2 = $csvFile[2..($csvFile.Count-1)] + $headerLine = $csvFile2[0] + $columnHeaders = $headerLine.Split(",") + for ($i = 0; $i -lt $columnHeaders.Count; $i++) + { + if($columnHeaders[$i] -match '.+\((?.+)\)') + { + $columnHeaders[$i] = $Matches.ColumnName + } + } + $csvFile2[0] = $columnHeaders -join "," + + Write-Output "Removed first 2 lines and replaced header." + + $pricesheet = $csvFile2 | ConvertFrom-Csv + + Write-Output "Starting Azure China billing export process from $targetStartDate to $targetEndDate (month $targetMonth) for EA enrollment $chinaEAEnrollment..." + + $tries = 0 + $requestSuccess = $false + do + { + try { + $tries++ + Invoke-RestMethod -Method Get -Uri $BillingApiUri -Headers $Headers -OutFile "usagedetails-$targetStartDate.csv" + + Write-Output "Consumption data exported to disk as CSV." + + $csvFile = Get-Content -Path "usagedetails-$targetStartDate.csv" + + Write-Output "Consumption data imported from disk as string." + + Remove-Item -Path "usagedetails-$targetStartDate.csv" -Force + + Write-Output "Removed usagedetails-$targetStartDate.csv from local disk..." + + $csvFile2 = $csvFile[2..($csvFile.Count-1)] + $headerLine = $csvFile2[0] + $columnHeaders = $headerLine.Split(",") + for ($i = 0; $i -lt $columnHeaders.Count; $i++) + { + if($columnHeaders[$i] -match '.+\((?.+)\)') + { + $columnHeaders[$i] = $Matches.ColumnName + } + } + $csvFile2[0] = $columnHeaders -join "," + + Write-Output "Removed first 2 lines and replaced header." + + $consumption = $csvFile2 | ConvertFrom-Csv + $requestSuccess = $true + } + catch { + $ErrorMessage = $_.Exception.Message + Write-Warning "Error getting consumption data: $ErrorMessage. $tries of 3 tries. Waiting 60 seconds..." + Start-Sleep -s 60 + } + + } while ( -not($requestSuccess) -and $tries -lt 3 ) + + if (-not($requestSuccess)) + { + throw "Failed consumption export" + } + + Write-Output "Consumption data in memory as CSV. Processing lines..." + + foreach ($consumptionLine in $consumption) + { + $usageDate = [Datetime]::ParseExact($consumptionLine.Date, 'MM/dd/yyyy', $null).ToString("yyyy-MM-dd") + + if ($usageDate -ge $targetStartDate -and $usageDate -le $targetEndDate -and ($subscriptions.Count -gt 1 -or $subscriptions.Id -eq $consumptionLine.SubscriptionGuid)) + { + $instanceId = $null + $instanceName = $null + if ($null -ne $consumptionLine.'Instance ID') + { + $instanceId = $consumptionLine.'Instance ID'.ToLower() + $idParts = $consumptionLine.'Instance ID'.Split("/") + $instanceName = $idParts[$idParts.Count-1].ToLower() + } + + $rgName = $null + if ($null -ne $consumptionLine.'Resource Group') + { + $rgName = $consumptionLine.'Resource Group'.ToLower() + } + + $convertedCost = 0.0 + if ([double]$consumptionLine.ExtendedCost -ne 0) + { + $convertedCost = [double]$consumptionLine.ExtendedCost + } + $convertedPrice = 0.0 + if ([double]$consumptionLine.ResourceRate -ne 0) + { + $convertedPrice = [double]$consumptionLine.ResourceRate + } + + $unitPrice = 0.0 + $partNumber = "N/A" + foreach ($priceItem in $pricesheet) + { + if ($priceItem.Service -eq $consumptionLine.Product) + { + $partNumber = $priceItem.'Part Number' + if ($consumptionLine.'Meter Category' -eq "Virtual Machines") + { + $tempUnitPrice = [double] $priceItem.'Unit Price' + $uom = $priceItem.'Unit of Measure' + $currentUnitHours = [int] (Select-String -InputObject $uom -Pattern "^\d+").Matches[0].Value + if ($currentUnitHours -gt 0) + { + $unitPrice = [double] ($tempUnitPrice / $currentUnitHours) + } + } + else + { + $unitPrice = $convertedPrice + } + break + } + } + + $billingEntry = New-Object PSObject -Property @{ + Timestamp = $timestamp + SubscriptionId = $consumptionLine.SubscriptionGuid + ResourceGroup = $rgName + ResourceName = $instanceName + ResourceId = $instanceId + Date = $consumptionLine.Date + Tags = $consumptionLine.Tags + AdditionalInfo = $consumptionLine.AdditionalInfo + BillingCurrencyCode = "CNY" + ChargeType = "Usage" + ConsumedService = $consumptionLine.'Consumed Service' + CostInBillingCurrency = $convertedCost + EffectivePrice = $convertedPrice + Frequency = "UsageBased" + MeterCategory = $consumptionLine.'Meter Category' + MeterId = $consumptionLine.'Meter ID' + MeterName = $consumptionLine.'Meter Name' + MeterSubCategory = $consumptionLine.'Meter Sub-Category' + PartNumber = $partNumber + ProductName = $consumptionLine.Product + Quantity = $consumptionLine.'Consumed Quantity' + UnitOfMeasure = $consumptionLine.'Unit of Measure' + UnitPrice = $unitPrice + ResourceLocation = $consumptionLine.'Resource Location' + AccountOwnerId = $consumptionLine.AccountOwnerId + } + + $billingEntries += $billingEntry + } + } + + if ($targetStartDate -ne $targetEndDate) + { + $targetStartDate = "$targetStartDate-$targetEndDate" + } + + $csvExportPath = "$targetStartDate-eachina.csv" + + $billingEntries | Export-Csv -Path $csvExportPath -NoTypeInformation + + Write-Output "Exported $($billingEntries.Count) entries as CSV to $csvExportPath" + + $csvBlobName = $csvExportPath + $csvProperties = @{"ContentType" = "text/csv"}; + Set-AzStorageBlobContent -File $csvExportPath -Container $storageAccountSinkContainer -Properties $csvProperties -Blob $csvBlobName -Context $saCtx -Force + + Write-Output "Uploaded to blob storage!" + + Remove-Item -Path $csvExportPath -Force + + Write-Output "Removed $csvExportPath from local disk..." +} +else +{ + if ($consumptionScope -eq "Subscription") + { + $CostDetailsSupportedQuotaIDs = @('EnterpriseAgreement_2014-09-01','Internal_2014-09-01','CSP_2015-05-01') + $ConsumptionSupportedQuotaIDs = @('PayAsYouGo_2014-09-01','MSDN_2014-09-01') + + foreach ($subscription in $subscriptions) + { + $subscriptionQuotaID = $subscription.SubscriptionPolicies.QuotaId + + if ($subscriptionQuotaID -in $ConsumptionSupportedQuotaIDs -or $consumptionAPIOption -eq "UsageDetails") + { + $consumption = $null + $billingEntries = @() + + $ConsumptionApiPath = "/subscriptions/$($subscription.Id)/providers/Microsoft.Consumption/usageDetails?api-version=2021-10-01&metric=$($consumptionMetric.ToLower())&%24expand=properties%2FmeterDetails%2Cproperties%2FadditionalInfo&%24filter=properties%2FusageStart%20ge%20%27$targetStartDate%27%20and%20properties%2FusageEnd%20le%20%27$targetEndDate%27" + + "Starting consumption export process from $targetStartDate to $targetEndDate for subscription $($subscription.Name)..." + + do + { + if (-not([string]::IsNullOrEmpty($consumption.nextLink))) + { + $ConsumptionApiPath = $consumption.nextLink.Substring($consumption.nextLink.IndexOf("/subscriptions/")) + } + $tries = 0 + $requestSuccess = $false + do + { + try { + $tries++ + $consumption = (Invoke-AzRestMethod -Path $ConsumptionApiPath -Method GET).Content | ConvertFrom-Json + $requestSuccess = $true + } + catch { + $ErrorMessage = $_.Exception.Message + Write-Warning "Error getting consumption data: $ErrorMessage. $tries of 3 tries. Waiting 60 seconds..." + Start-Sleep -s 60 + } + } while ( -not($requestSuccess) -and $tries -lt 3 ) + + foreach ($consumptionLine in $consumption.value) + { + if ((Get-Date $consumptionLine.properties.date).ToString("yyyy-MM-dd") -ge $targetStartDate -and (Get-Date $consumptionLine.properties.date).ToString("yyyy-MM-dd") -le $targetEndDate) + { + if ($consumptionLine.tags) + { + $tags = $consumptionLine.tags | ConvertTo-Json -Compress + } + else + { + $tags = $null + } + + if ([string]::IsNullOrEmpty($consumptionLine.properties.billingProfileId)) + { + # legacy consumption schema + + $billingEntry = New-Object PSObject -Property @{ + Timestamp = $timestamp + AccountName = $consumptionLine.properties.accountName + AccountOwnerId = $consumptionLine.properties.accountOwnerId + AdditionalInfo = $consumptionLine.properties.additionalInfo + benefitId = $consumptionLine.properties.benefitId + benefitName = $consumptionLine.properties.benefitName + BillingAccountId = $consumptionLine.properties.billingAccountId + BillingAccountName = $consumptionLine.properties.billingAccountName + BillingCurrencyCode = $consumptionLine.properties.billingCurrency + BillingPeriodEndDate= $consumptionLine.properties.billingPeriodEndDate + BillingPeriodStartDate= $consumptionLine.properties.billingPeriodStartDate + BillingProfileId = $consumptionLine.properties.billingProfileId + BillingProfileName= $consumptionLine.properties.billingProfileName + ChargeType = $consumptionLine.properties.chargeType + ConsumedService = $consumptionLine.properties.consumedService + CostAllocationRuleName = $consumptionLine.properties.costAllocationRuleName + CostCenter = $consumptionLine.properties.costCenter + CostInBillingCurrency = $consumptionLine.properties.cost + Date = (Get-Date $consumptionLine.properties.date).ToString("MM/dd/yyyy") + EffectivePrice = $consumptionLine.properties.effectivePrice + Frequency = $consumptionLine.properties.frequency + InvoiceSectionName = $consumptionLine.properties.invoiceSection + IsAzureCreditEligible = $consumptionLine.properties.isAzureCreditEligible + MeterCategory = $consumptionLine.properties.meterDetails.meterCategory + MeterId = $consumptionLine.properties.meterId + MeterName = $consumptionLine.properties.meterDetails.meterName + MeterRegion = $consumptionLine.properties.meterDetails.meterRegion + MeterSubCategory = $consumptionLine.properties.meterDetails.meterSubCategory + OfferId = $consumptionLine.properties.offerId + PartNumber = $consumptionLine.properties.partNumber + PayGPrice = $consumptionLine.properties.PayGPrice + PlanName = $consumptionLine.properties.planName + PricingModel = $consumptionLine.properties.pricingModel + ProductName = $consumptionLine.properties.product + PublisherName = $consumptionLine.properties.publisherName + PublisherType = $consumptionLine.properties.publisherType + Quantity = $consumptionLine.properties.quantity + ReservationId = $consumptionLine.properties.reservationId + ReservationName = $consumptionLine.properties.reservationName + ResourceGroup = $consumptionLine.properties.resourceGroup + ResourceId = $consumptionLine.properties.resourceId + ResourceLocation = $consumptionLine.properties.resourceLocation + ResourceName = $consumptionLine.properties.resourceName + ServiceFamily = $consumptionLine.properties.meterDetails.serviceFamily + SubscriptionId = $consumptionLine.properties.subscriptionId + SubscriptionName = $consumptionLine.properties.subscriptionName + Tags = $tags + Term = $consumptionLine.properties.term + UnitOfMeasure = $consumptionLine.properties.meterDetails.unitOfMeasure + UnitPrice = $consumptionLine.properties.unitPrice + } + } + else + { + # MCA consumption schema + $billingEntry = New-Object PSObject -Property @{ + Timestamp = $timestamp + AdditionalInfo = $consumptionLine.properties.additionalInfo + benefitId = $consumptionLine.properties.benefitId + benefitName = $consumptionLine.properties.benefitName + BillingAccountId = $consumptionLine.properties.billingAccountId + BillingAccountName = $consumptionLine.properties.billingAccountName + BillingCurrencyCode = $consumptionLine.properties.billingCurrencyCode + BillingPeriodEndDate= $consumptionLine.properties.billingPeriodEndDate + BillingPeriodStartDate= $consumptionLine.properties.billingPeriodStartDate + BillingProfileId = $consumptionLine.properties.billingProfileId + BillingProfileName= $consumptionLine.properties.billingProfileName + ChargeType = $consumptionLine.properties.chargeType + ConsumedService = $consumptionLine.properties.consumedService + CostAllocationRuleName = $consumptionLine.properties.costAllocationRuleName + CostCenter = $consumptionLine.properties.costCenter + CostInBillingCurrency = $consumptionLine.properties.costInBillingCurrency + costInPricingCurrency = $consumptionLine.properties.costInPricingCurrency + costInUSD = $consumptionLine.properties.costInUSD + customerName = $consumptionLine.properties.customerName + Date = (Get-Date $consumptionLine.properties.date).ToString("MM/dd/yyyy") + EffectivePrice = $consumptionLine.properties.effectivePrice + exchangeRate = $consumptionLine.properties.exchangeRate + exchangeRateDate = $consumptionLine.properties.exchangeRateDate + exchangeRatePricingToBilling = $consumptionLine.properties.exchangeRatePricingToBilling + Frequency = $consumptionLine.properties.frequency + invoiceSectionId = $consumptionLine.properties.invoiceSectionId + InvoiceSectionName = $consumptionLine.properties.invoiceSectionName + IsAzureCreditEligible = $consumptionLine.properties.isAzureCreditEligible + MeterCategory = $consumptionLine.properties.meterCategory + MeterId = $consumptionLine.properties.meterId + MeterName = $consumptionLine.properties.meterName + MeterRegion = $consumptionLine.properties.meterRegion + MeterSubCategory = $consumptionLine.properties.meterSubCategory + PartNumber = $consumptionLine.properties.partNumber + paygCostInBillingCurrency = $consumptionLine.properties.paygCostInBillingCurrency + paygCostInUSD = $consumptionLine.properties.paygCostInUSD + PayGPrice = $consumptionLine.properties.payGPrice + PlanName = $consumptionLine.properties.planName + pricingCurrencyCode = $consumptionLine.properties.pricingCurrencyCode + PricingModel = $consumptionLine.properties.pricingModel + ProductName = $consumptionLine.properties.product + productIdentifier = $consumptionLine.properties.productIdentifier + PublisherName = $consumptionLine.properties.publisherName + PublisherType = $consumptionLine.properties.publisherType + Quantity = $consumptionLine.properties.quantity + ReservationId = $consumptionLine.properties.reservationId + ReservationName = $consumptionLine.properties.reservationName + ResourceGroup = $consumptionLine.properties.resourceGroup + ResourceId = $consumptionLine.properties.instanceName + ResourceLocation = $consumptionLine.properties.resourceLocation + resourceLocationNormalized = $consumptionLine.properties.resourceLocationNormalized + ServiceFamily = $consumptionLine.properties.serviceFamily + SubscriptionId = $consumptionLine.properties.subscriptionGuid + SubscriptionName = $consumptionLine.properties.subscriptionName + Tags = $tags + Term = $consumptionLine.properties.term + UnitOfMeasure = $consumptionLine.properties.unitOfMeasure + UnitPrice = $consumptionLine.properties.unitPrice + } + } + $billingEntries += $billingEntry + } + } + } + while ($requestSuccess -and -not([string]::IsNullOrEmpty($consumption.nextLink))) + + if ($requestSuccess) + { + "Generated $($billingEntries.Count) entries..." + + "Uploading CSV to Storage" + + $ci = [CultureInfo]::new([System.Threading.Thread]::CurrentThread.CurrentCulture.Name) + if ($ci.NumberFormat.NumberDecimalSeparator -ne '.') + { + "Current culture ($($ci.Name)) does not use . as decimal separator" + $ci.NumberFormat.NumberDecimalSeparator = '.' + [System.Threading.Thread]::CurrentThread.CurrentCulture = $ci + } + + $csvExportPath = "$targetStartDate-$($subscription.Id)-$consumptionMetric.csv" + + $billingEntries | Export-Csv -Path $csvExportPath -NoTypeInformation + + $csvBlobName = $csvExportPath + $csvProperties = @{"ContentType" = "text/csv"}; + Set-AzStorageBlobContent -File $csvExportPath -Container $storageAccountSinkContainer -Properties $csvProperties -Blob $csvBlobName -Context $saCtx -Force + + $now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") + "[$now] Uploaded $csvBlobName to Blob Storage..." + + Remove-Item -Path $csvExportPath -Force + + $now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") + "[$now] Removed $csvExportPath from local disk..." + } + else + { + $global:hadErrors = $true + $global:scopesWithErrors += $ScopeName + Write-Warning "Failed to get consumption data for subscription $($subscription.Name)..." + } + } + elseif ($subscriptionQuotaID -in $CostDetailsSupportedQuotaIDs -or $consumptionAPIOption -eq "CostDetails") + { + "Starting cost details export process from $targetStartDate to $targetEndDate for subscription $($subscription.Name)..." + Generate-CostDetails -ScopeId "/subscriptions/$($subscription.Id)" -ScopeName $subscription.Id + } + else + { + $global:hadErrors = $true + $global:scopesWithErrors += $ScopeName + Write-Warning "Subscription quota $subscriptionQuotaID not supported" + } + } + } + else + { + if ($consumptionScope -eq "BillingAccount") + { + "Starting cost details export process from $targetStartDate to $targetEndDate for Billing Account ID $BillingAccountID..." + Generate-CostDetails -ScopeId "/providers/Microsoft.Billing/billingAccounts/$BillingAccountID" -ScopeName $BillingAccountID.Replace(":","_") + } + if ($consumptionScope -eq "BillingProfile") + { + "Starting cost details export process from $targetStartDate to $targetEndDate for Billing Account ID $BillingAccountID / Billing Profile ID $BillingProfileID ..." + Generate-CostDetails -ScopeId "/providers/Microsoft.Billing/billingAccounts/$BillingAccountID/billingProfiles/$BillingProfileID" -ScopeName $BillingProfileID + } + } +} + +if ($global:hadErrors) +{ + $scopesWithErrorsString = $global:scopesWithErrors -join "," + throw "There were errors during the export process with the following scopes: $scopesWithErrorsString. Please check the output for details." +} \ No newline at end of file diff --git a/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-PolicyComplianceToBlobStorage.ps1 b/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-PolicyComplianceToBlobStorage.ps1 new file mode 100644 index 000000000..ea6177169 --- /dev/null +++ b/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-PolicyComplianceToBlobStorage.ps1 @@ -0,0 +1,644 @@ +param( + [Parameter(Mandatory = $false)] + [string] $TargetSubscription, + + [Parameter(Mandatory = $false)] + [string] $externalCloudEnvironment, + + [Parameter(Mandatory = $false)] + [string] $externalTenantId, + + [Parameter(Mandatory = $false)] + [string] $externalCredentialName, + + [Parameter(Mandatory = $false)] + [ValidateSet("ARG", "ARM")] + [string] $PolicyStatesEndpoint = "ARG" +) + +$ErrorActionPreference = "Stop" + +$cloudEnvironment = Get-AutomationVariable -Name "AzureOptimization_CloudEnvironment" -ErrorAction SilentlyContinue # AzureCloud|AzureChinaCloud +if ([string]::IsNullOrEmpty($cloudEnvironment)) +{ + $cloudEnvironment = "AzureCloud" +} +$referenceRegion = Get-AutomationVariable -Name "AzureOptimization_ReferenceRegion" -ErrorAction SilentlyContinue # e.g., westeurope +if ([string]::IsNullOrEmpty($referenceRegion)) +{ + $referenceRegion = "westeurope" +} +$authenticationOption = Get-AutomationVariable -Name "AzureOptimization_AuthenticationOption" -ErrorAction SilentlyContinue # ManagedIdentity|UserAssignedManagedIdentity +if ([string]::IsNullOrEmpty($authenticationOption)) +{ + $authenticationOption = "ManagedIdentity" +} +if ($authenticationOption -eq "UserAssignedManagedIdentity") +{ + $uamiClientID = Get-AutomationVariable -Name "AzureOptimization_UAMIClientID" +} + +$storageAccountSink = Get-AutomationVariable -Name "AzureOptimization_StorageSink" + + +$storageAccountSinkEnv = Get-AutomationVariable -Name "AzureOptimization_StorageSinkEnvironment" -ErrorAction SilentlyContinue +if (-not($storageAccountSinkEnv)) +{ + $storageAccountSinkEnv = $cloudEnvironment +} +$storageAccountSinkKeyCred = Get-AutomationPSCredential -Name "AzureOptimization_StorageSinkKey" -ErrorAction SilentlyContinue +$storageAccountSinkKey = $null +if ($storageAccountSinkKeyCred) +{ + $storageAccountSink = $storageAccountSinkKeyCred.UserName + $storageAccountSinkKey = $storageAccountSinkKeyCred.GetNetworkCredential().Password +} + +$storageAccountSinkContainer = Get-AutomationVariable -Name "AzureOptimization_PolicyStatesContainer" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($storageAccountSinkContainer)) +{ + $storageAccountSinkContainer = "policystateexports" +} + +if (-not([string]::IsNullOrEmpty($externalCredentialName))) +{ + $externalCredential = Get-AutomationPSCredential -Name $externalCredentialName +} + +$ARGPageSize = 1000 + +"Logging in to Azure with $authenticationOption..." + +switch ($authenticationOption) { + "UserAssignedManagedIdentity" { + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment -AccountId $uamiClientID + break + } + Default { #ManagedIdentity + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment + break + } +} + +if (-not($storageAccountSinkKey)) +{ + Write-Output "Getting Storage Account context with login" + + $saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -UseConnectedAccount -Environment $cloudEnvironment +} +else +{ + Write-Output "Getting Storage Account context with key" + $saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -StorageAccountKey $storageAccountSinkKey -Environment $storageAccountSinkEnv +} + +$cloudSuffix = "" + +if (-not([string]::IsNullOrEmpty($externalCredentialName))) +{ + "Logging in to Azure with $externalCredentialName external credential..." + Connect-AzAccount -ServicePrincipal -EnvironmentName $externalCloudEnvironment -Tenant $externalTenantId -Credential $externalCredential + $cloudSuffix = $externalCloudEnvironment.ToLower() + "-" + $cloudEnvironment = $externalCloudEnvironment +} + +$tenantId = (Get-AzContext).Tenant.Id + +$allpolicyStates = @() + +Write-Output "Getting subscriptions target $TargetSubscription" +if (-not([string]::IsNullOrEmpty($TargetSubscription))) +{ + $subscriptions = $TargetSubscription + $subscriptionSuffix = $TargetSubscription +} +else +{ + $subscriptions = Get-AzSubscription | Where-Object { $_.State -eq "Enabled" -and $_.SubscriptionPolicies.QuotaId -notlike "AAD*" } | ForEach-Object { "$($_.Id)"} + $subscriptionSuffix = $cloudSuffix + "all-" + $tenantId +} + +Write-Output "Building Policy display names..." + +$policyAssignments = @{} +$policyInitiatives = @{} +$policyDefinitions = @{} +$excludedAssignmentScopes = @() +$allInitiatives = @() + +if ($PolicyStatesEndpoint -eq "ARG") +{ + $resultsSoFar = 0 + + $argQuery = @" + policyresources + | where type =~ 'microsoft.authorization/policyassignments' + | extend displayName = iif(isnotempty(properties.displayName), tostring(properties.displayName), 'N/A') + | distinct id, displayName + | order by id asc +"@ + + $argAssignmentsTotal = @() + + do + { + if ($resultsSoFar -eq 0) + { + $argAssignments = Search-AzGraph -Query $argQuery -First $ARGPageSize -UseTenantScope + } + else + { + $argAssignments = Search-AzGraph -Query $argQuery -First $ARGPageSize -Skip $resultsSoFar -UseTenantScope + } + if ($argAssignments -and $argAssignments.GetType().Name -eq "PSResourceGraphResponse") + { + $argAssignments = $argAssignments.Data + } + $resultsCount = $argAssignments.Count + $resultsSoFar += $resultsCount + $argAssignmentsTotal += $argAssignments + + } while ($resultsCount -eq $ARGPageSize) + + Write-Output "Building $($argAssignmentsTotal.Count) assignment entries" + + foreach ($assignment in $argAssignmentsTotal) + { + $policyAssignments.Add($assignment.id, $assignment.displayName) + } + + $resultsSoFar = 0 + + $argQuery = @" + policyresources + | where type =~ 'microsoft.authorization/policysetdefinitions' + | extend displayName = iif(isnotempty(properties.displayName), tostring(properties.displayName), 'N/A') + | distinct id, displayName + | order by id asc +"@ + + $argInitiativesTotal = @() + + do + { + if ($resultsSoFar -eq 0) + { + $argInitiatives = Search-AzGraph -Query $argQuery -First $ARGPageSize -UseTenantScope + } + else + { + $argInitiatives = Search-AzGraph -Query $argQuery -First $ARGPageSize -Skip $resultsSoFar -UseTenantScope + } + if ($argInitiatives -and $argInitiatives.GetType().Name -eq "PSResourceGraphResponse") + { + $argInitiatives = $argInitiatives.Data + } + $resultsCount = $argInitiatives.Count + $resultsSoFar += $resultsCount + $argInitiativesTotal += $argInitiatives + + } while ($resultsCount -eq $ARGPageSize) + + Write-Output "Building $($argInitiativesTotal.Count) initiative entries" + + foreach ($initiative in $argInitiativesTotal) + { + $policyInitiatives.Add($initiative.id, $initiative.displayName) + } + + $resultsSoFar = 0 + + $argQuery = @" + policyresources + | where type =~ 'microsoft.authorization/policydefinitions' + | extend displayName = iif(isnotempty(properties.displayName), tostring(properties.displayName), 'N/A') + | distinct id, displayName + | order by id asc +"@ + + $argDefinitionsTotal = @() + + do + { + if ($resultsSoFar -eq 0) + { + $argDefinitions = Search-AzGraph -Query $argQuery -First $ARGPageSize -UseTenantScope + } + else + { + $argDefinitions = Search-AzGraph -Query $argQuery -First $ARGPageSize -Skip $resultsSoFar -UseTenantScope + } + if ($argDefinitions -and $argDefinitions.GetType().Name -eq "PSResourceGraphResponse") + { + $argDefinitions = $argDefinitions.Data + } + $resultsCount = $argDefinitions.Count + $resultsSoFar += $resultsCount + $argDefinitionsTotal += $argDefinitions + + } while ($resultsCount -eq $ARGPageSize) + + Write-Output "Building $($argDefinitionsTotal.Count) definition entries" + + foreach ($definition in $argDefinitionsTotal) + { + $policyDefinitions.Add($definition.id, $definition.displayName) + } +} +else +{ + foreach ($sub in $subscriptions) + { + Select-AzSubscription -SubscriptionId $sub | Out-Null + $assignments = Get-AzPolicyAssignment -IncludeDescendent + foreach ($assignment in $assignments) + { + if (-not($policyAssignments[$assignment.PolicyAssignmentId])) + { + $assignmentName = $assignment.Properties.DisplayName + if([string]::IsNullOrWhiteSpace($assignmentName)) { + $policyAssignments.Add($assignment.PolicyAssignmentId, 'N/A') + } + else { + $policyAssignments.Add($assignment.PolicyAssignmentId, $assignmentName) + } + } + if ($assignment.Properties.NotScopes -and -not($excludedAssignmentScopes | Where-Object { $_.PolicyAssignmentId -eq $assignment.PolicyAssignmentId })) + { + $excludedAssignmentScopes += $assignment + } + } + + $initiatives = Get-AzPolicySetDefinition + foreach ($initiative in $initiatives) + { + if (-not($policyInitiatives[$initiative.PolicySetDefinitionId])) + { + $setDefinitionName = $initiative.Properties.DisplayName + if([string]::IsNullOrWhiteSpace($setDefinitionName)) { + $policyInitiatives.Add($initiative.PolicySetDefinitionId, 'N/A') + } + else { + $policyInitiatives.Add($initiative.PolicySetDefinitionId, $setDefinitionName) + } + } + if (-not($allInitiatives | Where-Object { $_.PolicySetDefinitionId -eq $initiative.PolicySetDefinitionId })) + { + $allInitiatives += $initiative + } + } + + $definitions = Get-AzPolicyDefinition + foreach ($definition in $definitions) + { + if (-not($policyDefinitions[$definition.PolicyDefinitionId])) + { + $definitionName = $initiative.Properties.DisplayName + if([string]::IsNullOrWhiteSpace($definitionName)) { + $policyDefinitions.Add($definition.PolicyDefinitionId, 'N/A') + } + else { + $policyDefinitions.Add($definition.PolicyDefinitionId, $definitionName) + } + } + } + } +} + +$policyStatesTotal = @() + +Write-Output "Querying for Policy states using $PolicyStatesEndpoint endpoint..." + +if ($PolicyStatesEndpoint -eq "ARG") +{ + $resultsSoFar = 0 + + $argQuery = @" + policyresources + | where type =~ 'microsoft.policyinsights/policystates' + | extend complianceState = tostring(properties.complianceState) + | extend complianceReason = tostring(properties.complianceReasonCode) + | where complianceState != 'Compliant' and complianceReason !contains 'ResourceNotFound' + | extend effect = tostring(properties.policyDefinitionAction) + | extend assignmentId = tolower(properties.policyAssignmentId) + | extend definitionId = tolower(properties.policyDefinitionId) + | extend definitionReferenceId = tolower(properties.policyDefinitionReferenceId) + | extend initiativeId = tolower(properties.policySetDefinitionId) + | extend resourceId = tolower(properties.resourceId) + | extend resourceType = tostring(properties.resourceType) + | extend evaluatedOn = todatetime(properties.timestamp) + | summarize StatesCount = count() by id, tenantId, subscriptionId, resourceGroup, resourceId, resourceType, complianceState, complianceReason, effect, assignmentId, definitionReferenceId, definitionId, initiativeId, evaluatedOn + | union ( policyresources + | where type =~ 'microsoft.policyinsights/policystates' + | extend complianceState = tostring(properties.complianceState) + | where complianceState == 'Compliant' + | extend effect = tostring(properties.policyDefinitionAction) + | extend assignmentId = tolower(properties.policyAssignmentId) + | extend definitionId = tolower(properties.policyDefinitionId) + | extend definitionReferenceId = tolower(properties.policyDefinitionReferenceId) + | extend initiativeId = tolower(properties.policySetDefinitionId) + | summarize StatesCount = count() by tenantId, subscriptionId, complianceState, effect, assignmentId, definitionReferenceId, definitionId, initiativeId + ) + | join kind=leftouter ( + resources + | project resourceId=tolower(id), tags + ) on resourceId + | project-away resourceId1 + | order by id asc +"@ + + do + { + if ($resultsSoFar -eq 0) + { + $policyStates = Search-AzGraph -Query $argQuery -First $ARGPageSize -Subscription $subscriptions + } + else + { + $policyStates = Search-AzGraph -Query $argQuery -First $ARGPageSize -Skip $resultsSoFar -Subscription $subscriptions + } + if ($policyStates -and $policyStates.GetType().Name -eq "PSResourceGraphResponse") + { + $policyStates = $policyStates.Data + } + $resultsCount = $policyStates.Count + $resultsSoFar += $resultsCount + $policyStatesTotal += $policyStates + + } while ($resultsCount -eq $ARGPageSize) + + Write-Output "Building $($policyStatesTotal.Count) policyState entries" +} +else +{ + foreach ($sub in $subscriptions) + { + Select-AzSubscription -SubscriptionId $sub | Out-Null + $policyStates = Get-AzPolicyState -All + + $nonCompliantStates = $policyStates | Where-Object { $_.ComplianceState -ne "Compliant" } + + foreach ($policyState in $nonCompliantStates) + { + $policyStateObject = New-Object PSObject -Property @{ + tenantId = $tenantId + subscriptionId = $sub + resourceGroup = $policyState.ResourceGroup + resourceId = $policyState.ResourceId + resourceType = $policyState.ResourceType + complianceState = $policyState.ComplianceState + complianceReason = $policyState.AdditionalProperties.complianceReasonCode + effect = $policyState.PolicyDefinitionAction + assignmentId = $policyState.PolicyAssignmentId + initiativeId = $policyState.PolicySetDefinitionId + definitionId = $policyState.PolicyDefinitionId + definitionReferenceId = $policyState.PolicyDefinitionReferenceId + evaluatedOn = $policyState.Timestamp + StatesCount = 1 + } + $policyStatesTotal += $policyStateObject + } + + $compliantStates = $policyStates | Where-Object { $_.ComplianceState -eq "Compliant" } ` + | Group-Object PolicyDefinitionAction, PolicyAssignmentId, PolicyDefinitionId, PolicyDefinitionReferenceId, PolicySetDefinitionId + + foreach ($policyState in $compliantStates) + { + $compliantStateProps = $policyState.Name.Split(',') + $definitionReferenceId = $null + if ($compliantStateProps[3]) + { + $definitionReferenceId = $compliantStateProps[3].Trim().ToLower() + } + $initiativeId = $null + if ($compliantStateProps[4]) + { + $initiativeId = $compliantStateProps[4].Trim().ToLower() + } + + $policyStateObject = New-Object PSObject -Property @{ + tenantId = $tenantId + subscriptionId = $sub + complianceState = "Compliant" + effect = $compliantStateProps[0] + assignmentId = $compliantStateProps[1].Trim().ToLower() + definitionId = $compliantStateProps[2].Trim().ToLower() + definitionReferenceId = $definitionReferenceId + initiativeId = $initiativeId + StatesCount = $policyState.Count + } + $policyStatesTotal += $policyStateObject + } + } + + Write-Output "Building $($policyStatesTotal.Count) policyState entries" +} + +$datetime = (Get-Date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyy-MM-ddTHH:mm:00.000Z") +$statusDate = $datetime.ToString("yyyy-MM-dd") + +foreach ($policyState in $policyStatesTotal) +{ + $resourceGroup = $null + if ($policyState.resourceGroup) + { + $resourceGroup = $policyState.resourceGroup.ToLower() + } + + if (-not([string]::IsNullOrEmpty($policyState.tags))) + { + $tags = $policyState.tags | ConvertTo-Json -Compress + } + else + { + $tags = $null + } + + $logentry = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $cloudEnvironment + TenantGuid = $policyState.tenantId + SubscriptionGuid = $policyState.subscriptionId + ResourceGroupName = $resourceGroup + ResourceId = $policyState.resourceId + ResourceType = $policyState.resourceType + ComplianceState = $policyState.complianceState + ComplianceReason = $policyState.complianceReason + Effect = $policyState.effect + AssignmentId = $policyState.assignmentId + AssignmentName = $policyAssignments[$policyState.assignmentId] + InitiativeId = $policyState.initiativeId + InitiativeName = $policyInitiatives[$policyState.initiativeId] + DefinitionId = $policyState.definitionId + DefinitionName = $policyDefinitions[$policyState.definitionId] + DefinitionReferenceId = $policyState.definitionReferenceId + EvaluatedOn = $policyState.evaluatedOn + StatesCount = $policyState.StatesCount + Tags = $tags + StatusDate = $statusDate + } + + $allpolicyStates += $logentry +} + +if ($PolicyStatesEndpoint -eq "ARG") +{ + $resultsSoFar = 0 + + $argQuery = @" + policyresources + | where type =~ 'microsoft.authorization/policyassignments' + | where array_length(properties.notScopes) > 0 + | mv-expand notScope = properties.notScopes + | extend policyAssignmentId = tolower(id) + | extend assignmentPolicyDefinitionId = tolower(properties.policyDefinitionId) + | join kind=leftouter ( + policyresources + | where type =~ 'microsoft.authorization/policysetdefinitions' + | mv-expand policyDefinition = properties.policyDefinitions + | project policySetDefinitionId = tolower(id), policyDefinitionId = tolower(policyDefinition.policyDefinitionId), policyDefinitionReferenceId = tolower(policyDefinition.policyDefinitionReferenceId) + ) on `$left.assignmentPolicyDefinitionId == `$right.policySetDefinitionId + | project policyAssignmentId, notScope, assignmentPolicyDefinitionId, policySetDefinitionId, policyDefinitionId, policyDefinitionReferenceId + | order by policyDefinitionReferenceId, tostring(notScope) +"@ + + do + { + if ($resultsSoFar -eq 0) + { + $argExcludedAssignments = Search-AzGraph -Query $argQuery -First $ARGPageSize -UseTenantScope + } + else + { + $argExcludedAssignments = Search-AzGraph -Query $argQuery -First $ARGPageSize -Skip $resultsSoFar -UseTenantScope + } + if ($argExcludedAssignments -and $argExcludedAssignments.GetType().Name -eq "PSResourceGraphResponse") + { + $argExcludedAssignments = $argExcludedAssignments.Data + } + $resultsCount = $argExcludedAssignments.Count + $resultsSoFar += $resultsCount + $excludedAssignmentScopes += $argExcludedAssignments + + } while ($resultsCount -eq $ARGPageSize) + + Write-Output "Adding excluded scopes from $($excludedAssignmentScopes.Count) assignments" + + foreach ($excludedAssignmentScope in $excludedAssignmentScopes) + { + if (-not([String]::IsNullOrEmpty($excludedAssignmentScope.policySetDefinitionId))) + { + $initiativeId = $excludedAssignmentScope.policySetDefinitionId + $initiativeName = $policyInitiatives[$initiativeId] + $definitionReferenceId = $excludedAssignmentScope.policyDefinitionReferenceId + $definitionId = $excludedAssignmentScope.policyDefinitionId + } + else + { + $initiativeId = $null + $initiativeName = $null + $definitionReferenceId = $null + $definitionId = $excludedAssignmentScope.assignmentPolicyDefinitionId + } + + $logentry = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $cloudEnvironment + TenantGuid = $tenantId + ResourceId = $excludedAssignmentScope.notScope + ComplianceState = 'Excluded' + AssignmentId = $excludedAssignmentScope.policyAssignmentId + AssignmentName = $policyAssignments[$excludedAssignmentScope.policyAssignmentId] + InitiativeId = $initiativeId + InitiativeName = $initiativeName + DefinitionId = $definitionId + DefinitionName = $policyDefinitions[$definitionId] + DefinitionReferenceId = $definitionReferenceId + StatusDate = $statusDate + } + + $allpolicyStates += $logentry + } +} +else +{ + Write-Output "Adding excluded scopes from $($excludedAssignmentScopes.Count) assignments" + + foreach ($excludedAssignment in $excludedAssignmentScopes) + { + $excludedIDs = @() + $excludedInitiative = $allInitiatives | Where-Object { $_.PolicySetDefinitionId -eq $excludedAssignment.Properties.PolicyDefinitionId } + if ($excludedInitiative) + { + $excludedDefinitions = $excludedInitiative.Properties.PolicyDefinitions + foreach ($excludedDefinition in $excludedDefinitions) + { + $excludedIDs += "$($excludedDefinition.policyDefinitionId)|$($excludedDefinition.policyDefinitionReferenceId)" + } + } + else + { + $excludedIDs += $excludedAssignment.Properties.PolicyDefinitionId + } + + foreach ($excludedID in $excludedIDs) + { + $excludedIDParts = $excludedID.Split('|') + $definitionId = $excludedIDParts[0].ToLower() + $definitionReferenceId = $null + if (-not([string]::IsNullOrEmpty($excludedIDParts[1]))) + { + $definitionReferenceId = $excludedIDParts[1].ToLower() + } + + $initiativeId = $null + $initiativeName = $null + if ($excludedInitiative) + { + $initiativeId = $excludedInitiative.PolicySetDefinitionId.ToLower() + $initiativeName = $policyInitiatives[$initiativeId] + } + + foreach ($notScope in $excludedAssignment.Properties.NotScopes) + { + $logentry = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $cloudEnvironment + TenantGuid = $tenantId + ResourceId = $notScope.ToLower() + ComplianceState = 'Excluded' + AssignmentId = $excludedAssignment.PolicyAssignmentId.ToLower() + AssignmentName = $policyAssignments[$excludedAssignment.PolicyAssignmentId] + InitiativeId = $initiativeId + InitiativeName = $initiativeName + DefinitionId = $definitionId + DefinitionName = $policyDefinitions[$definitionId] + DefinitionReferenceId = $definitionReferenceId + StatusDate = $statusDate + } + + $allpolicyStates += $logentry + } + } + } +} + +Write-Output "Uploading CSV to Storage" + +$today = $datetime.ToString("yyyyMMdd") +$csvExportPath = "$today-policyStates-$subscriptionSuffix.csv" + +$allpolicyStates | Export-Csv -Path $csvExportPath -NoTypeInformation + +$csvBlobName = $csvExportPath + +$csvProperties = @{"ContentType" = "text/csv"}; + +Set-AzStorageBlobContent -File $csvExportPath -Container $storageAccountSinkContainer -Properties $csvProperties -Blob $csvBlobName -Context $saCtx -Force + +Write-Output "Uploaded $csvBlobName to Blob Storage..." + +Remove-Item -Path $csvExportPath -Force + +Write-Output "Removed $csvExportPath from local disk..." \ No newline at end of file diff --git a/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-PriceSheetToBlobStorage.ps1 b/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-PriceSheetToBlobStorage.ps1 new file mode 100644 index 000000000..13f0f9e4f --- /dev/null +++ b/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-PriceSheetToBlobStorage.ps1 @@ -0,0 +1,452 @@ +param( + [Parameter(Mandatory = $false)] + [string] $BillingAccountID, + + [Parameter(Mandatory = $false)] + [string] $BillingProfileID, + + [Parameter(Mandatory = $false)] + [string] $externalCloudEnvironment, + + [Parameter(Mandatory = $false)] + [string] $externalTenantId, + + [Parameter(Mandatory = $false)] + [string] $externalCredentialName, + + [Parameter(Mandatory = $false)] + [string] $billingPeriod, # YYYYMM format + + [Parameter(Mandatory = $false)] + [string] $meterCategories, # comma-separated meter categories (e.g., "Virtual Machines,Storage") + + [Parameter(Mandatory = $false)] + [string] $meterRegions # comma-separated billing meter regions (e.g., "EU North,EU West") +) + +$ErrorActionPreference = "Stop" + +function Authenticate-AzureWithOption { + param ( + [string] $authOption = "ManagedIdentity", + [string] $cloudEnv = "AzureCloud", + [string] $clientID + ) + + switch ($authOption) { + "UserAssignedManagedIdentity" { + Connect-AzAccount -Identity -EnvironmentName $cloudEnv -AccountId $clientID + break + } + Default { #ManagedIdentity + Connect-AzAccount -Identity -EnvironmentName $cloudEnv + break + } + } +} + +$cloudEnvironment = Get-AutomationVariable -Name "AzureOptimization_CloudEnvironment" -ErrorAction SilentlyContinue # AzureCloud|AzureChinaCloud +if ([string]::IsNullOrEmpty($cloudEnvironment)) +{ + $cloudEnvironment = "AzureCloud" +} +$authenticationOption = Get-AutomationVariable -Name "AzureOptimization_AuthenticationOption" -ErrorAction SilentlyContinue # ManagedIdentity|UserAssignedManagedIdentity +if ([string]::IsNullOrEmpty($authenticationOption)) +{ + $authenticationOption = "ManagedIdentity" +} +if ($authenticationOption -eq "UserAssignedManagedIdentity") +{ + $uamiClientID = Get-AutomationVariable -Name "AzureOptimization_UAMIClientID" +} + +$storageAccountSink = Get-AutomationVariable -Name "AzureOptimization_StorageSink" + + +$storageAccountSinkEnv = Get-AutomationVariable -Name "AzureOptimization_StorageSinkEnvironment" -ErrorAction SilentlyContinue +if (-not($storageAccountSinkEnv)) +{ + $storageAccountSinkEnv = $cloudEnvironment +} +$storageAccountSinkKeyCred = Get-AutomationPSCredential -Name "AzureOptimization_StorageSinkKey" -ErrorAction SilentlyContinue +$storageAccountSinkKey = $null +if ($storageAccountSinkKeyCred) +{ + $storageAccountSink = $storageAccountSinkKeyCred.UserName + $storageAccountSinkKey = $storageAccountSinkKeyCred.GetNetworkCredential().Password +} + +$storageAccountSinkContainer = Get-AutomationVariable -Name "AzureOptimization_PriceSheetContainer" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($storageAccountSinkContainer)) +{ + $storageAccountSinkContainer = "pricesheetexports" +} + +if (-not([string]::IsNullOrEmpty($externalCredentialName))) +{ + $externalCredential = Get-AutomationPSCredential -Name $externalCredentialName +} + +$consumptionOffsetDays = [int] (Get-AutomationVariable -Name "AzureOptimization_ConsumptionOffsetDays") +$meterCategoriesVar = Get-AutomationVariable -Name "AzureOptimization_PriceSheetMeterCategories" -ErrorAction SilentlyContinue +$meterRegionsVar = Get-AutomationVariable -Name "AzureOptimization_PriceSheetMeterRegions" -ErrorAction SilentlyContinue +$BillingAccountIDVar = Get-AutomationVariable -Name "AzureOptimization_BillingAccountID" -ErrorAction SilentlyContinue +$BillingProfileIDVar = Get-AutomationVariable -Name "AzureOptimization_BillingProfileID" -ErrorAction SilentlyContinue + +"Logging in to Azure with $authenticationOption..." + +if ($authenticationOption -eq "UserAssignedManagedIdentity") +{ + Authenticate-AzureWithOption -authOption $authenticationOption -cloudEnv $cloudEnvironment -clientID $uamiClientID +} +else +{ + Authenticate-AzureWithOption -authOption $authenticationOption -cloudEnv $cloudEnvironment +} + +if (-not($storageAccountSinkKey)) +{ + Write-Output "Getting Storage Account context with login" + + $saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -UseConnectedAccount -Environment $cloudEnvironment +} +else +{ + Write-Output "Getting Storage Account context with key" + $saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -StorageAccountKey $storageAccountSinkKey -Environment $storageAccountSinkEnv +} + +if (-not([string]::IsNullOrEmpty($externalCredentialName))) +{ + "Logging in to Azure with $externalCredentialName external credential..." + Connect-AzAccount -ServicePrincipal -EnvironmentName $externalCloudEnvironment -Tenant $externalTenantId -Credential $externalCredential + $cloudEnvironment = $externalCloudEnvironment +} + +# compute billing period + +if ([string]::IsNullOrEmpty($billingPeriod)) +{ + $billingPeriod = (Get-Date).Date.AddDays($consumptionOffsetDays * -1).ToString("yyyyMM") +} + +$exportDate = (Get-Date).ToUniversalTime().ToString("yyyyMMdd") + +if ([string]::IsNullOrEmpty($BillingAccountID) -and -not([string]::IsNullOrEmpty($BillingAccountIDVar))) +{ + $BillingAccountID = $BillingAccountIDVar +} + +if ([string]::IsNullOrEmpty($BillingProfileID) -and -not([string]::IsNullOrEmpty($BillingProfileIDVar))) +{ + $BillingProfileID = $BillingProfileIDVar +} + +$mcaBillingAccountIdRegex = "([A-Za-z0-9]+(-[A-Za-z0-9]+)+):([A-Za-z0-9]+(-[A-Za-z0-9]+)+)_[0-9]{4}-[0-9]{2}-[0-9]{2}" +$mcaBillingProfileIdRegex = "([A-Za-z0-9]+(-[A-Za-z0-9]+)+)" + +if ([string]::IsNullOrEmpty($BillingAccountID)) +{ + throw "Billing Account ID undefined. Use either the AzureOptimization_BillingAccountID variable or the BillingAccountID parameter" +} +else { + if ($BillingAccountID -match $mcaBillingAccountIdRegex) + { + if ([string]::IsNullOrEmpty($BillingProfileID)) + { + throw "Billing Profile ID undefined for MCA. Use either the AzureOptimization_BillingProfileID variable or the BillingProfileID parameter" + } + if (-not($BillingProfileID -match $mcaBillingProfileIdRegex)) + { + throw "Billing Profile ID does not follow pattern for MCA: ([A-Za-z0-9]+(-[A-Za-z0-9]+)+)" + } + } +} + +if (-not([string]::IsNullOrEmpty($meterCategoriesVar))) +{ + $meterCategories = $meterCategoriesVar +} + +if (-not([string]::IsNullOrEmpty($meterRegionsVar))) +{ + $meterRegions = $meterRegionsVar +} + +$meterCategoryFilters = $null +$meterRegionFilters = $null + +if (-not([string]::IsNullOrEmpty($meterCategories))) +{ + $meterCategoryFilters = $meterCategories.Split(',') +} + +if (-not([string]::IsNullOrEmpty($meterRegions))) +{ + $meterRegionFilters = $meterRegions.Split(',') +} + +function Generate-Pricesheet { + param ( + [string] $InputCSVPath, + [string] $OutputCSVPath, + [string] $HeaderLine + ) + + # header normalization between MCA and EA + $headerConversion = @{ + 'Meter ID' = "MeterID"; + meterId = "MeterID"; + 'Meter name' = "MeterName"; + meterName = "MeterName"; + 'Meter category' = "MeterCategory"; + meterCategory = "MeterCategory"; + 'Meter sub-category' = "MeterSubCategory"; + meterSubCategory = "MeterSubCategory"; + 'Meter region' = "MeterRegion"; + meterRegion = "MeterRegion"; + 'Unit of measure' = "UnitOfMeasure"; + unitOfMeasure = "UnitOfMeasure"; + 'Part number' = "PartNumber"; + 'Unit price' = "UnitPrice"; + unitPrice = "UnitPrice"; + 'Currency code' = "CurrencyCode"; + currency = "CurrencyCode"; + 'Included quantity' = "IncludedQuantity"; + includedQuantity = "IncludedQuantity"; + 'Offer Id' = "OfferId"; + Term = "Term"; + 'Price type' = "PriceType"; + priceType = "PriceType" + } + + $r = [IO.File]::OpenText($InputCSVPath) + $w = [System.IO.StreamWriter]::new($OutputCSVPath) + $lineCounter = 0 + while ($r.Peek() -ge 0) { + $line = $r.ReadLine() + $lineCounter++ + if ($lineCounter -eq $HeaderLine) + { + $headers = $line.Split(",") + + for ($i = 0; $i -lt $headers.Length; $i++) + { + $header = $headers[$i] + if ($headerConversion.ContainsKey($header)) + { + $headers[$i] = $headerConversion[$header] + } + } + + $line = $headers -join "," + + if (-not($line -match "SubCategory")) + { + throw "Pricesheet format has changed at line $HeaderLine - $line" + } + + Write-Output "New headers: $line" + + $w.WriteLine($line) + } + else + { + if ($lineCounter -gt $HeaderLine) + { + $categoryWriteLine = $categoryWriteLineDefault + $regionWriteLine = $regionWriteLineDefault + + foreach ($meterCategory in $meterCategoryFilters) + { + if ($line -match ",$meterCategory,") + { + $categoryWriteLine = $true + break + } + } + + foreach ($meterRegion in $meterRegionFilters) + { + if ($line -match ",$meterRegion,") + { + $regionWriteLine = $true + break + } + } + + if ($categoryWriteLine -eq $true -and $regionWriteLine -eq $true) + { + $w.WriteLine($line) + } + } + } + } + $r.Dispose() + $w.Close() + + $csvBlobName = [System.IO.Path]::GetFileName($OutputCSVPath) + $csvProperties = @{"ContentType" = "text/csv"}; + Set-AzStorageBlobContent -File $OutputCSVPath -Container $storageAccountSinkContainer -Properties $csvProperties -Blob $csvBlobName -Context $saCtx -Force + + $now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") + Write-Output "[$now] Uploaded $csvBlobName to Blob Storage..." + + Remove-Item -Path $InputCSVPath -Force + + $now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") + Write-Output "[$now] Removed $InputCSVPath from local disk..." + + Remove-Item -Path $OutputCSVPath -Force + + $now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") + Write-Output "[$now] Removed $OutputCSVPath from local disk..." +} + +Write-Output "Starting pricesheet export process for $billingPeriod billing period for Billing Account $BillingAccountID..." + +$MaxTries = 30 # The typical Retry-After is set to 20 seconds. We'll give 10 minutes overall to download the pricesheet report + +if ($BillingAccountID -match $mcaBillingAccountIdRegex) +{ + $PriceSheetApiPath = "/providers/Microsoft.Billing/billingAccounts/$BillingAccountID/billingProfiles/$BillingProfileID/providers/Microsoft.CostManagement/pricesheets/default/download?api-version=2023-03-01&format=csv" + $result = Invoke-AzRestMethod -Path $PriceSheetApiPath -Method POST +} +else +{ + $PriceSheetApiPath = "/providers/Microsoft.Billing/billingAccounts/$BillingAccountID/billingPeriods/$billingPeriod/providers/Microsoft.Consumption/pricesheets/download?api-version=2022-06-01&ln=en" + $result = Invoke-AzRestMethod -Path $PriceSheetApiPath -Method GET +} + +$requestResultPath = $result.Headers.Location.PathAndQuery +if ($result.StatusCode -in (200,202)) +{ + $tries = 0 + $requestSuccess = $false + + Write-Output "Obtained pricesheet results endpoint: $requestResultPath..." + + Write-Output "Was told to wait $($result.Headers.RetryAfter.Delta.TotalSeconds) seconds." + + $sleepSeconds = 60 + if ($result.Headers.RetryAfter.Delta.TotalSeconds -gt 0) + { + $sleepSeconds = $result.Headers.RetryAfter.Delta.TotalSeconds + } + + do + { + $tries++ + Write-Output "Checking whether export is ready (try $tries)..." + + Start-Sleep -Seconds $sleepSeconds + $downloadResult = Invoke-AzRestMethod -Method GET -Path $requestResultPath + + if ($downloadResult.StatusCode -eq 200) + { + Write-Output "Filtering data with meter categories $meterCategories and meter regions $meterRegions to $finalCsvExportPath..." + + $categoryWriteLineDefault = $true + if ($meterCategoryFilters.Count -gt 0) + { + $categoryWriteLineDefault = $false + } + $regionWriteLineDefault = $true + if ($meterRegionFilters.Count -gt 0) + { + $regionWriteLineDefault = $false + } + + Write-Output "Defaulting to meter categories writes $($categoryWriteLineDefault) and meter regions writes $($regionWriteLineDefault)..." + + if ($BillingAccountID -match $mcaBillingAccountIdRegex) + { + Write-Output "Export is ready. Proceeding with ZIP download..." + $downloadUrl = ($downloadResult.Content | ConvertFrom-Json).publishedEntity.properties.downloadUrl + $zipExportPath = "$env:TEMP\pricesheet-$BillingProfileID-$exportDate.zip" + $zipExpandPath = "$env:TEMP\pricesheet" + Invoke-WebRequest -Uri $downloadUrl -OutFile $zipExportPath + Write-Output "Blob downloaded to $zipExportPath successfully." + Expand-Archive -LiteralPath $zipExportPath -DestinationPath $zipExpandPath -Force + Write-Output "Zip expanded to $zipExpandPath successfully." + $csvFiles = Get-ChildItem -Path $zipExpandPath -Filter *.csv -Recurse + foreach ($csvFile in $csvFiles) + { + $csvExportPath = $csvFile.FullName + $finalCsvExportPath = "$env:TEMP\$($csvFile.Name)-final.csv" + Generate-Pricesheet -InputCSVPath $csvExportPath -OutputCSVPath $finalCsvExportPath -HeaderLine 1 + } + Remove-Item -Path $zipExportPath -Force + $now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") + Write-Output "[$now] Removed $zipExportPath from local disk..." + } + else + { + Write-Output "Export is ready. Proceeding with CSV download..." + $downloadUrl = ($downloadResult.Content | ConvertFrom-Json).properties.downloadUrl + $csvExportPath = "$env:TEMP\pricesheet-$billingPeriod-$BillingAccountID.csv" + $finalCsvExportPath = "$env:TEMP\pricesheet-$billingPeriod-$BillingAccountID$($meterCategories.Replace(',',''))$($meterRegions.Replace(',',''))-$exportDate-final.csv" + Invoke-WebRequest -Uri $downloadUrl -OutFile $csvExportPath + Write-Output "Blob downloaded to $csvExportPath successfully." + Generate-Pricesheet -InputCSVPath $csvExportPath -OutputCSVPath $finalCsvExportPath -HeaderLine 3 + } + + $requestSuccess = $true + } + elseif ($downloadResult.StatusCode -eq 202) + { + Write-Output "Was told to wait a bit more... $($downloadResult.Headers.RetryAfter.Delta.TotalSeconds) seconds." + + $sleepSeconds = 60 + if ($downloadResult.Headers.RetryAfter.Delta.TotalSeconds -gt 0) + { + $sleepSeconds = $downloadResult.Headers.RetryAfter.Delta.TotalSeconds + } + } + elseif ($downloadResult.StatusCode -eq 401) + { + Write-Output "Had an authentication issue. Will login again and sleep just a couple of seconds." + + if ($authenticationOption -eq "UserAssignedManagedIdentity") + { + Authenticate-AzureWithOption -authOption $authenticationOption -cloudEnv $cloudEnvironment -clientID $uamiClientID + } + else + { + Authenticate-AzureWithOption -authOption $authenticationOption -cloudEnv $cloudEnvironment + } + + $sleepSeconds = 2 + } + else + { + Write-Output "Got an unexpected response code: $($downloadResult.StatusCode)" + } + } + while (-not($requestSuccess) -and $tries -lt $MaxTries) + + if ($tries -ge $MaxTries) + { + throw "Couldn't complete request before the alloted number of $MaxTries retries" + } + + if (-not($requestSuccess)) + { + throw "Error returned by the Download PriceSheet API. Status Code: $($downloadResult.StatusCode). Message: $($downloadResult.Content)" + } + else + { + Write-Output "Export download processing complete." + } +} +else +{ + if ($result.StatusCode -ne 204) + { + throw "Error returned by the Download PriceSheet API. Status Code: $($result.StatusCode). Message: $($result.Content)" + } + else + { + Write-Output "Request returned 204 No Content" + } +} \ No newline at end of file diff --git a/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-RBACAssignmentsToBlobStorage.ps1 b/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-RBACAssignmentsToBlobStorage.ps1 new file mode 100644 index 000000000..64be55332 --- /dev/null +++ b/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-RBACAssignmentsToBlobStorage.ps1 @@ -0,0 +1,268 @@ +param( + [Parameter(Mandatory = $false)] + [string] $externalCloudEnvironment, + + [Parameter(Mandatory = $false)] + [string] $externalTenantId, + + [Parameter(Mandatory = $false)] + [string] $externalCredentialName +) + +$ErrorActionPreference = "Stop" + +$cloudEnvironment = Get-AutomationVariable -Name "AzureOptimization_CloudEnvironment" -ErrorAction SilentlyContinue # AzureCloud|AzureChinaCloud +if ([string]::IsNullOrEmpty($cloudEnvironment)) +{ + $cloudEnvironment = "AzureCloud" +} +$authenticationOption = Get-AutomationVariable -Name "AzureOptimization_AuthenticationOption" -ErrorAction SilentlyContinue # ManagedIdentity|UserAssignedManagedIdentity +if ([string]::IsNullOrEmpty($authenticationOption)) +{ + $authenticationOption = "ManagedIdentity" +} +if ($authenticationOption -eq "UserAssignedManagedIdentity") +{ + $uamiClientID = Get-AutomationVariable -Name "AzureOptimization_UAMIClientID" +} + +$storageAccountSink = Get-AutomationVariable -Name "AzureOptimization_StorageSink" + + +$storageAccountSinkEnv = Get-AutomationVariable -Name "AzureOptimization_StorageSinkEnvironment" -ErrorAction SilentlyContinue +if (-not($storageAccountSinkEnv)) +{ + $storageAccountSinkEnv = $cloudEnvironment +} +$storageAccountSinkKeyCred = Get-AutomationPSCredential -Name "AzureOptimization_StorageSinkKey" -ErrorAction SilentlyContinue +$storageAccountSinkKey = $null +if ($storageAccountSinkKeyCred) +{ + $storageAccountSink = $storageAccountSinkKeyCred.UserName + $storageAccountSinkKey = $storageAccountSinkKeyCred.GetNetworkCredential().Password +} + +$storageAccountSinkContainer = Get-AutomationVariable -Name "AzureOptimization_RBACAssignmentsContainer" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($storageAccountSinkContainer)) +{ + $storageAccountSinkContainer = "rbacexports" +} + +if (-not([string]::IsNullOrEmpty($externalCredentialName))) +{ + $externalCredential = Get-AutomationPSCredential -Name $externalCredentialName +} + +"Logging in to Azure with $authenticationOption..." + +switch ($authenticationOption) { + "UserAssignedManagedIdentity" { + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment -AccountId $uamiClientID + break + } + Default { #ManagedIdentity + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment + break + } +} + +if (-not($storageAccountSinkKey)) +{ + Write-Output "Getting Storage Account context with login" + + $saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -UseConnectedAccount -Environment $cloudEnvironment +} +else +{ + Write-Output "Getting Storage Account context with key" + $saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -StorageAccountKey $storageAccountSinkKey -Environment $storageAccountSinkEnv +} + +if (-not([string]::IsNullOrEmpty($externalCredentialName))) +{ + "Logging in to Azure with $externalCredentialName external credential..." + Connect-AzAccount -ServicePrincipal -EnvironmentName $externalCloudEnvironment -Tenant $externalTenantId -Credential $externalCredential + $cloudEnvironment = $externalCloudEnvironment +} + +$tenantId = (Get-AzContext).Tenant.Id +$datetime = (get-date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyy-MM-ddTHH:mm:00.000Z") + +$subscriptions = Get-AzSubscription | Where-Object { $_.State -eq "Enabled" } + +$roleAssignments = @() + +"Iterating through all reachable subscriptions..." + +foreach ($subscription in $subscriptions) { + + Select-AzSubscription -SubscriptionId $subscription.Id -TenantId $tenantId | Out-Null + + $assignments = Get-AzRoleAssignment -IncludeClassicAdministrators -ErrorAction Continue + "Found $($assignments.Count) assignments for $($subscription.Name) subscription..." + + foreach ($assignment in $assignments) { + if ($null -eq $assignment.ObjectId -and $assignment.Scope.Contains($subscription.Id)) + { + $assignmentEntry = New-Object PSObject -Property @{ + Timestamp = $timestamp + TenantGuid = $tenantId + Cloud = $cloudEnvironment + Model = "AzureClassic" + PrincipalId = $assignment.SignInName + Scope = $assignment.Scope + RoleDefinition = $assignment.RoleDefinitionName + } + $roleAssignments += $assignmentEntry + } + else + { + $duplicateRoleAssignment = $roleAssignments | Where-Object { $_.PrincipalId -eq $assignment.ObjectId -and $_.Scope -eq $assignment.Scope -and $_.RoleDefinition -eq $assignment.RoleDefinitionName} + if (-not($duplicateRoleAssignment)) + { + $assignmentEntry = New-Object PSObject -Property @{ + Timestamp = $timestamp + TenantGuid = $tenantId + Cloud = $cloudEnvironment + Model = "AzureRM" + PrincipalId = $assignment.ObjectId + Scope = $assignment.Scope + RoleDefinition = $assignment.RoleDefinitionName + } + $roleAssignments += $assignmentEntry + } + } + } +} + +$fileDate = $datetime.ToString("yyyyMMdd") +$jsonExportPath = "$fileDate-$tenantId-rbacassignments.json" +$csvExportPath = "$fileDate-$tenantId-rbacassignments.csv" + +$roleAssignments | ConvertTo-Json -Depth 3 -Compress | Out-File $jsonExportPath +"Exported to JSON: $($roleAssignments.Count) lines" +$rbacObjectsJson = Get-Content -Path $jsonExportPath | ConvertFrom-Json +"JSON Import: $($rbacObjectsJson.Count) lines" +$rbacObjectsJson | Export-Csv -NoTypeInformation -Path $csvExportPath +"Export to $csvExportPath" + +$csvBlobName = $csvExportPath +$csvProperties = @{"ContentType" = "text/csv"}; + +Set-AzStorageBlobContent -File $csvExportPath -Container $storageAccountSinkContainer -Properties $csvProperties -Blob $csvBlobName -Context $saCtx -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +"[$now] Uploaded $csvBlobName to Blob Storage..." + +Remove-Item -Path $csvExportPath -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +"[$now] Removed $csvExportPath from local disk..." + +Remove-Item -Path $jsonExportPath -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +"[$now] Removed $jsonExportPath from local disk..." + +$roleAssignments = @() + +"Getting Microsoft Entra ID roles..." + +#workaround for https://github.com/microsoftgraph/msgraph-sdk-powershell/issues/888 +$localPath = [System.Environment]::GetFolderPath([System.Environment+SpecialFolder]::UserProfile) +if (-not(get-item "$localPath\.graph\" -ErrorAction SilentlyContinue)) +{ + New-Item -Type Directory "$localPath\.graph" +} + +Import-Module Microsoft.Graph.Identity.DirectoryManagement + +switch ($cloudEnvironment) { + "AzureUSGovernment" { + $graphEnvironment = "USGov" + break + } + "AzureChinaCloud" { + $graphEnvironment = "China" + break + } + "AzureGermanCloud" { + $graphEnvironment = "Germany" + break + } + Default { + $graphEnvironment = "Global" + } +} + +if (-not([string]::IsNullOrEmpty($externalCredentialName))) +{ + "Logging in to Microsoft Graph with $externalCredentialName external credential..." + Connect-MgGraph -TenantId $externalTenantId -ClientSecretCredential $externalCredential -Environment $graphEnvironment -NoWelcome +} +else +{ + "Logging in to Microsoft Graph with $authenticationOption..." + + switch ($authenticationOption) { + "UserAssignedManagedIdentity" { + Connect-MgGraph -Identity -ClientId $uamiClientID -Environment $graphEnvironment -NoWelcome + break + } + Default { #ManagedIdentity + Connect-MgGraph -Identity -Environment $graphEnvironment -NoWelcome + break + } + } +} + +$domainName = (Get-MgDomain | Where-Object { $_.IsVerified -and $_.IsDefault } | Select-Object -First 1).Id + +$roles = Get-MgDirectoryRole -ExpandProperty Members -Property DisplayName,Members +foreach ($role in $roles) +{ + $roleMembers = $role.Members | Where-Object { -not($_.DeletedDateTime) } + foreach ($roleMember in $roleMembers) + { + $assignmentEntry = New-Object PSObject -Property @{ + Timestamp = $timestamp + TenantGuid = $tenantId + Cloud = $cloudEnvironment + Model = "AzureAD" + PrincipalId = $roleMember.Id + Scope = $domainName + RoleDefinition = $role.DisplayName + } + $roleAssignments += $assignmentEntry + } +} + +$fileDate = $datetime.ToString("yyyyMMdd") +$jsonExportPath = "$fileDate-$tenantId-aadrbacassignments.json" +$csvExportPath = "$fileDate-$tenantId-aadrbacassignments.csv" + +$roleAssignments | ConvertTo-Json -Depth 3 -Compress | Out-File $jsonExportPath +"Exported to JSON: $($roleAssignments.Count) lines" +$rbacObjectsJson = Get-Content -Path $jsonExportPath | ConvertFrom-Json +"JSON Import: $($rbacObjectsJson.Count) lines" +$rbacObjectsJson | Export-Csv -NoTypeInformation -Path $csvExportPath +"Export to $csvExportPath" + +$csvBlobName = $csvExportPath +$csvProperties = @{"ContentType" = "text/csv"}; + +Set-AzStorageBlobContent -File $csvExportPath -Container $storageAccountSinkContainer -Properties $csvProperties -Blob $csvBlobName -Context $saCtx -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +"[$now] Uploaded $csvBlobName to Blob Storage..." + +Remove-Item -Path $csvExportPath -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +"[$now] Removed $csvExportPath from local disk..." + +Remove-Item -Path $jsonExportPath -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +"[$now] Removed $jsonExportPath from local disk..." diff --git a/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-ReservationsPriceToBlobStorage.ps1 b/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-ReservationsPriceToBlobStorage.ps1 new file mode 100644 index 000000000..95201d301 --- /dev/null +++ b/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-ReservationsPriceToBlobStorage.ps1 @@ -0,0 +1,146 @@ +param( + [Parameter(Mandatory = $false)] + [string] $Filter = "serviceName eq 'Virtual Machines' and priceType eq 'Reservation'" # e.g., serviceName eq 'Virtual Machines' and priceType eq 'Reservation' and armRegionName eq 'northeurope' +) + +$ErrorActionPreference = "Stop" + +function Authenticate-AzureWithOption { + param ( + [string] $authOption = "ManagedIdentity", + [string] $cloudEnv = "AzureCloud", + [string] $clientID + ) + + switch ($authOption) { + "UserAssignedManagedIdentity" { + Connect-AzAccount -Identity -EnvironmentName $cloudEnv -AccountId $clientID + break + } + Default { #ManagedIdentity + Connect-AzAccount -Identity -EnvironmentName $cloudEnv + break + } + } +} + +$cloudEnvironment = Get-AutomationVariable -Name "AzureOptimization_CloudEnvironment" -ErrorAction SilentlyContinue # AzureCloud|AzureChinaCloud +if ([string]::IsNullOrEmpty($cloudEnvironment)) +{ + $cloudEnvironment = "AzureCloud" +} +$authenticationOption = Get-AutomationVariable -Name "AzureOptimization_AuthenticationOption" -ErrorAction SilentlyContinue # ManagedIdentity|UserAssignedManagedIdentity +if ([string]::IsNullOrEmpty($authenticationOption)) +{ + $authenticationOption = "ManagedIdentity" +} +if ($authenticationOption -eq "UserAssignedManagedIdentity") +{ + $uamiClientID = Get-AutomationVariable -Name "AzureOptimization_UAMIClientID" +} + +$storageAccountSink = Get-AutomationVariable -Name "AzureOptimization_StorageSink" + + +$storageAccountSinkEnv = Get-AutomationVariable -Name "AzureOptimization_StorageSinkEnvironment" -ErrorAction SilentlyContinue +if (-not($storageAccountSinkEnv)) +{ + $storageAccountSinkEnv = $cloudEnvironment +} +$storageAccountSinkKeyCred = Get-AutomationPSCredential -Name "AzureOptimization_StorageSinkKey" -ErrorAction SilentlyContinue +$storageAccountSinkKey = $null +if ($storageAccountSinkKeyCred) +{ + $storageAccountSink = $storageAccountSinkKeyCred.UserName + $storageAccountSinkKey = $storageAccountSinkKeyCred.GetNetworkCredential().Password +} + +$storageAccountSinkContainer = Get-AutomationVariable -Name "AzureOptimization_ReservationsPriceContainer" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($storageAccountSinkContainer)) +{ + $storageAccountSinkContainer = "reservationspriceexports" +} + +$filterVar = Get-AutomationVariable -Name "AzureOptimization_RetailPricesFilter" -ErrorAction SilentlyContinue +$currencyCode = Get-AutomationVariable -Name "AzureOptimization_RetailPricesCurrencyCode" + +"Logging in to Azure with $authenticationOption..." + +if ($authenticationOption -eq "UserAssignedManagedIdentity") +{ + Authenticate-AzureWithOption -authOption $authenticationOption -cloudEnv $cloudEnvironment -clientID $uamiClientID +} +else +{ + Authenticate-AzureWithOption -authOption $authenticationOption -cloudEnv $cloudEnvironment +} + +if (-not($storageAccountSinkKey)) +{ + Write-Output "Getting Storage Account context with login" + + $saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -UseConnectedAccount -Environment $cloudEnvironment +} +else +{ + Write-Output "Getting Storage Account context with key" + $saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -StorageAccountKey $storageAccountSinkKey -Environment $storageAccountSinkEnv +} + +if (-not([string]::IsNullOrEmpty($externalCredentialName))) +{ + "Logging in to Azure with $externalCredentialName external credential..." + Connect-AzAccount -ServicePrincipal -EnvironmentName $externalCloudEnvironment -Tenant $externalTenantId -Credential $externalCredential + $cloudEnvironment = $externalCloudEnvironment +} + +if (-not([string]::IsNullOrEmpty($filterVar))) +{ + $Filter = $filterVar +} + +Write-Output "Starting retails prices export process with $currencyCode currency code and filter: $Filter ..." + +$RetailPricesApiPath = "https://prices.azure.com/api/retail/prices?currencyCode='$currencyCode'&`$filter=$Filter" + +$prices = @() + +do +{ + $Response = Invoke-RestMethod -Method Get -Uri $RetailPricesApiPath + if ($Response.Items.Count -gt 0) + { + $prices += $Response.Items + } + $RetailPricesApiPath = $Response.NextPageLink +} while ($Response.NextPageLink) + +$datetime = (get-date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyyMMdd") + +$fileFriendlyFilter = $Filter.Replace(" ","").Replace("'","") +$csvExportPath = "reservationsprice-$timestamp-$fileFriendlyFilter.csv" + +$ci = [CultureInfo]::new([System.Threading.Thread]::CurrentThread.CurrentCulture.Name) +if ($ci.NumberFormat.NumberDecimalSeparator -ne '.') +{ + Write-Output "Current culture ($($ci.Name)) does not use . as decimal separator" + $ci.NumberFormat.NumberDecimalSeparator = '.' + [System.Threading.Thread]::CurrentThread.CurrentCulture = $ci +} + +$prices | Export-Csv -NoTypeInformation -Path $csvExportPath + +Write-Output "Reservations price CSV exported to $csvExportPath successfully." + +$csvBlobName = $csvExportPath +$csvProperties = @{"ContentType" = "text/csv"}; +Set-AzStorageBlobContent -File $csvExportPath -Container $storageAccountSinkContainer -Properties $csvProperties -Blob $csvBlobName -Context $saCtx -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Uploaded $csvBlobName to Blob Storage..." + +Remove-Item -Path $csvExportPath -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Removed $csvExportPath from local disk..." diff --git a/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-ReservationsUsageToBlobStorage.ps1 b/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-ReservationsUsageToBlobStorage.ps1 new file mode 100644 index 000000000..540bfe5bf --- /dev/null +++ b/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-ReservationsUsageToBlobStorage.ps1 @@ -0,0 +1,304 @@ +param( + [Parameter(Mandatory = $false)] + [string] $TargetScope, + + [Parameter(Mandatory = $false)] + [string] $BillingAccountID, + + [Parameter(Mandatory = $false)] + [string] $BillingProfileID, + + [Parameter(Mandatory = $false)] + [string] $externalCloudEnvironment, + + [Parameter(Mandatory = $false)] + [string] $externalTenantId, + + [Parameter(Mandatory = $false)] + [string] $externalCredentialName, + + [Parameter(Mandatory = $false)] + [string] $targetStartDate, # YYYY-MM-DD format + + [Parameter(Mandatory = $false)] + [string] $targetEndDate # YYYY-MM-DD format +) + +$ErrorActionPreference = "Stop" + +$cloudEnvironment = Get-AutomationVariable -Name "AzureOptimization_CloudEnvironment" -ErrorAction SilentlyContinue # AzureCloud|AzureChinaCloud +if ([string]::IsNullOrEmpty($cloudEnvironment)) +{ + $cloudEnvironment = "AzureCloud" +} +$authenticationOption = Get-AutomationVariable -Name "AzureOptimization_AuthenticationOption" -ErrorAction SilentlyContinue # ManagedIdentity|UserAssignedManagedIdentity +if ([string]::IsNullOrEmpty($authenticationOption)) +{ + $authenticationOption = "ManagedIdentity" +} +if ($authenticationOption -eq "UserAssignedManagedIdentity") +{ + $uamiClientID = Get-AutomationVariable -Name "AzureOptimization_UAMIClientID" +} + +$storageAccountSink = Get-AutomationVariable -Name "AzureOptimization_StorageSink" + + +$storageAccountSinkEnv = Get-AutomationVariable -Name "AzureOptimization_StorageSinkEnvironment" -ErrorAction SilentlyContinue +if (-not($storageAccountSinkEnv)) +{ + $storageAccountSinkEnv = $cloudEnvironment +} +$storageAccountSinkKeyCred = Get-AutomationPSCredential -Name "AzureOptimization_StorageSinkKey" -ErrorAction SilentlyContinue +$storageAccountSinkKey = $null +if ($storageAccountSinkKeyCred) +{ + $storageAccountSink = $storageAccountSinkKeyCred.UserName + $storageAccountSinkKey = $storageAccountSinkKeyCred.GetNetworkCredential().Password +} + +$storageAccountSinkContainer = Get-AutomationVariable -Name "AzureOptimization_ReservationsContainer" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($storageAccountSinkContainer)) +{ + $storageAccountSinkContainer = "reservationsexports" +} + +$BillingAccountIDVar = Get-AutomationVariable -Name "AzureOptimization_BillingAccountID" -ErrorAction SilentlyContinue +$BillingProfileIDVar = Get-AutomationVariable -Name "AzureOptimization_BillingProfileID" -ErrorAction SilentlyContinue + +if (-not([string]::IsNullOrEmpty($externalCredentialName))) +{ + $externalCredential = Get-AutomationPSCredential -Name $externalCredentialName +} + +$consumptionOffsetDays = [int] (Get-AutomationVariable -Name "AzureOptimization_ConsumptionOffsetDays") + +if ([string]::IsNullOrEmpty($BillingAccountID) -and -not([string]::IsNullOrEmpty($BillingAccountIDVar))) +{ + $BillingAccountID = $BillingAccountIDVar +} + +if ([string]::IsNullOrEmpty($BillingProfileID) -and -not([string]::IsNullOrEmpty($BillingProfileIDVar))) +{ + $BillingProfileID = $BillingProfileIDVar +} + +$mcaBillingAccountIdRegex = "([A-Za-z0-9]+(-[A-Za-z0-9]+)+):([A-Za-z0-9]+(-[A-Za-z0-9]+)+)_[0-9]{4}-[0-9]{2}-[0-9]{2}" +$mcaBillingProfileIdRegex = "([A-Za-z0-9]+(-[A-Za-z0-9]+)+)" + +"Logging in to Azure with $authenticationOption..." + +switch ($authenticationOption) { + "UserAssignedManagedIdentity" { + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment -AccountId $uamiClientID + break + } + Default { #ManagedIdentity + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment + break + } +} + +if (-not($storageAccountSinkKey)) +{ + Write-Output "Getting Storage Account context with login" + + $saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -UseConnectedAccount -Environment $cloudEnvironment +} +else +{ + Write-Output "Getting Storage Account context with key" + $saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -StorageAccountKey $storageAccountSinkKey -Environment $storageAccountSinkEnv +} + +if (-not([string]::IsNullOrEmpty($externalCredentialName))) +{ + "Logging in to Azure with $externalCredentialName external credential..." + Connect-AzAccount -ServicePrincipal -EnvironmentName $externalCloudEnvironment -Tenant $externalTenantId -Credential $externalCredential + $cloudEnvironment = $externalCloudEnvironment +} + +$tenantId = (Get-AzContext).Tenant.Id + +# compute start+end dates + +if ([string]::IsNullOrEmpty($targetStartDate) -or [string]::IsNullOrEmpty($targetEndDate)) +{ + $targetStartDate = (Get-Date).Date.AddDays($consumptionOffsetDays * -1).ToString("yyyy-MM-dd") + $targetEndDate = $targetStartDate +} + +if (-not([string]::IsNullOrEmpty($TargetScope))) +{ + $scope = $TargetScope +} +else +{ + if ([string]::IsNullOrEmpty($BillingAccountID)) + { + throw "Billing Account ID undefined. Use either the AzureOptimization_BillingAccountID variable or the BillingAccountID parameter" + } + if ($BillingAccountID -match $mcaBillingAccountIdRegex) + { + if ([string]::IsNullOrEmpty($BillingProfileID)) + { + throw "Billing Profile ID undefined for MCA. Use either the AzureOptimization_BillingProfileID variable or the BillingProfileID parameter" + } + if (-not($BillingProfileID -match $mcaBillingProfileIdRegex)) + { + throw "Billing Profile ID does not follow pattern for MCA: ([A-Za-z0-9]+(-[A-Za-z0-9]+)+)" + } + $scope = "/providers/Microsoft.Billing/billingaccounts/$BillingAccountID/billingProfiles/$BillingProfileID" + } + else + { + $scope = "/providers/Microsoft.Billing/billingaccounts/$BillingAccountID" + } +} + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Starting reservations export process from $targetStartDate to $targetEndDate for scope $scope..." + +# get reservations details + +$reservationsDetailsResponse = $null +$reservationsDetails = @() +$reservationsDetailsPath = "$scope/reservations?api-version=2020-05-01&&refreshSummary=true" + +do +{ + if (-not([string]::IsNullOrEmpty($reservationsDetailsResponse.nextLink))) + { + $reservationsDetailsPath = $reservationsDetailsResponse.nextLink.Substring($reservationsDetailsResponse.nextLink.IndexOf("/providers/")) + } + + $result = Invoke-AzRestMethod -Path $reservationsDetailsPath -Method GET + + if (-not($result.StatusCode -in (200, 201, 202))) + { + throw "Error while getting reservations details: $($result.Content)" + } + + $reservationsDetailsResponse = $result.Content | ConvertFrom-Json + if ($reservationsDetailsResponse.value) + { + $reservationsDetails += $reservationsDetailsResponse.value + } +} +while (-not([string]::IsNullOrEmpty($reservationsDetailsResponse.nextLink))) + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Found $($reservationsDetails.Count) reservation details." + +# get reservations usage + +$reservationsUsage = @() +if ($BillingAccountID -match $mcaBillingAccountIdRegex) +{ + $reservationsUsagePath = "$scope/providers/Microsoft.Consumption/reservationSummaries?api-version=2023-05-01&startDate=$targetStartDate&endDate=$targetEndDate&grain=daily" +} +else +{ + $reservationsUsagePath = "$scope/providers/Microsoft.Consumption/reservationSummaries?api-version=2023-05-01&`$filter=properties/UsageDate ge $targetStartDate and properties/UsageDate le $targetEndDate&grain=daily" +} + +$result = Invoke-AzRestMethod -Path $reservationsUsagePath -Method GET + +if (-not($result.StatusCode -in (200, 201, 202))) +{ + throw "Error while getting reservations usage: $($result.Content)" +} + +$reservationsUsageResponse = $result.Content | ConvertFrom-Json +if ($reservationsUsageResponse.value) +{ + $reservationsUsage += $reservationsUsageResponse.value +} + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Found $($reservationsUsage.Count) reservation usages." + +$datetime = (get-date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyy-MM-ddTHH:mm:00.000Z") + +$reservations = @() + +foreach ($usage in $reservationsUsage) +{ + $reservationResourceId = "/providers/microsoft.capacity/reservationorders/$($usage.properties.reservationOrderId)/reservations/$($usage.properties.reservationId)" + $reservationDetail = $reservationsDetails | Where-Object { $_.id -eq $reservationResourceId } + $reservationEntry = New-Object PSObject -Property @{ + ReservationResourceId = $reservationResourceId + ReservationOrderId = $usage.properties.reservationOrderId + ReservationId = $usage.properties.reservationId + DisplayName = $reservationDetail.properties.displayName + SKUName = $usage.properties.skuName + Location = $reservationDetail.location + ResourceType = $reservationDetail.properties.reservedResourceType + AppliedScopeType = $reservationDetail.properties.userFriendlyAppliedScopeType + Term = $reservationDetail.properties.term + ProvisioningState = $reservationDetail.properties.displayProvisioningState + RenewState = $reservationDetail.properties.userFriendlyRenewState + PurchaseDate = $reservationDetail.properties.purchaseDate + ExpiryDate = $reservationDetail.properties.expiryDate + Archived = $reservationDetail.properties.archived + ReservedHours = $usage.properties.reservedHours + UsedHours = $usage.properties.usedHours + UsageDate = $usage.properties.usageDate + MinUtilPercentage = $usage.properties.minUtilizationPercentage + AvgUtilPercentage = $usage.properties.avgUtilizationPercentage + MaxUtilPercentage = $usage.properties.maxUtilizationPercentage + PurchasedQuantity = $usage.properties.purchasedQuantity + RemainingQuantity = $usage.properties.remainingQuantity + TotalReservedQuantity = $usage.properties.totalReservedQuantity + UsedQuantity = $usage.properties.usedQuantity + UtilizedPercentage = $usage.properties.utilizedPercentage + UtilTrend = $reservationDetail.properties.utilization.trend + Util1Days = ($reservationDetail.properties.utilization.aggregates | Where-Object { $_.grain -eq 1 }).value + Util7Days = ($reservationDetail.properties.utilization.aggregates | Where-Object { $_.grain -eq 7 }).value + Util30Days = ($reservationDetail.properties.utilization.aggregates | Where-Object { $_.grain -eq 30 }).value + Scope = $scope + TenantGuid = $tenantId + Cloud = $cloudEnvironment + CollectedDate = $timestamp + Timestamp = $timestamp + } + $reservations += $reservationEntry +} + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Generated $($reservations.Count) entries..." + +if ($BillingAccountID -match $mcaBillingAccountIdRegex) +{ + $csvExportPath = "$targetStartDate-$BillingProfileID.csv" +} +else +{ + $csvExportPath = "$targetStartDate-$BillingAccountID-$($scope.Split('/')[-1]).csv" +} + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Uploading CSV to Storage" + +$ci = [CultureInfo]::new([System.Threading.Thread]::CurrentThread.CurrentCulture.Name) +if ($ci.NumberFormat.NumberDecimalSeparator -ne '.') +{ + Write-Output "Current culture ($($ci.Name)) does not use . as decimal separator" + $ci.NumberFormat.NumberDecimalSeparator = '.' + [System.Threading.Thread]::CurrentThread.CurrentCulture = $ci +} + +$reservations | Export-Csv -Path $csvExportPath -NoTypeInformation + +$csvBlobName = $csvExportPath +$csvProperties = @{"ContentType" = "text/csv"}; +Set-AzStorageBlobContent -File $csvExportPath -Container $storageAccountSinkContainer -Properties $csvProperties -Blob $csvBlobName -Context $saCtx -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Uploaded $csvBlobName to Blob Storage..." + +Remove-Item -Path $csvExportPath -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Removed $csvExportPath from local disk..." \ No newline at end of file diff --git a/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-SavingsPlansUsageToBlobStorage.ps1 b/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-SavingsPlansUsageToBlobStorage.ps1 new file mode 100644 index 000000000..43d751691 --- /dev/null +++ b/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Export-SavingsPlansUsageToBlobStorage.ps1 @@ -0,0 +1,263 @@ +param( + [Parameter(Mandatory = $false)] + [string] $TargetScope, + + [Parameter(Mandatory = $false)] + [string] $BillingAccountID, + + [Parameter(Mandatory = $false)] + [string] $BillingProfileID, + + [Parameter(Mandatory = $false)] + [string] $externalCloudEnvironment, + + [Parameter(Mandatory = $false)] + [string] $externalTenantId, + + [Parameter(Mandatory = $false)] + [string] $externalCredentialName +) + +$ErrorActionPreference = "Stop" + +$cloudEnvironment = Get-AutomationVariable -Name "AzureOptimization_CloudEnvironment" -ErrorAction SilentlyContinue # AzureCloud|AzureChinaCloud +if ([string]::IsNullOrEmpty($cloudEnvironment)) +{ + $cloudEnvironment = "AzureCloud" +} +$authenticationOption = Get-AutomationVariable -Name "AzureOptimization_AuthenticationOption" -ErrorAction SilentlyContinue # ManagedIdentity|UserAssignedManagedIdentity +if ([string]::IsNullOrEmpty($authenticationOption)) +{ + $authenticationOption = "ManagedIdentity" +} +if ($authenticationOption -eq "UserAssignedManagedIdentity") +{ + $uamiClientID = Get-AutomationVariable -Name "AzureOptimization_UAMIClientID" +} + +$storageAccountSink = Get-AutomationVariable -Name "AzureOptimization_StorageSink" + + +$storageAccountSinkEnv = Get-AutomationVariable -Name "AzureOptimization_StorageSinkEnvironment" -ErrorAction SilentlyContinue +if (-not($storageAccountSinkEnv)) +{ + $storageAccountSinkEnv = $cloudEnvironment +} +$storageAccountSinkKeyCred = Get-AutomationPSCredential -Name "AzureOptimization_StorageSinkKey" -ErrorAction SilentlyContinue +$storageAccountSinkKey = $null +if ($storageAccountSinkKeyCred) +{ + $storageAccountSink = $storageAccountSinkKeyCred.UserName + $storageAccountSinkKey = $storageAccountSinkKeyCred.GetNetworkCredential().Password +} + +$storageAccountSinkContainer = Get-AutomationVariable -Name "AzureOptimization_SavingsPlansContainer" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($storageAccountSinkContainer)) +{ + $storageAccountSinkContainer = "savingsplansexports" +} + +$BillingAccountIDVar = Get-AutomationVariable -Name "AzureOptimization_BillingAccountID" -ErrorAction SilentlyContinue +$BillingProfileIDVar = Get-AutomationVariable -Name "AzureOptimization_BillingProfileID" -ErrorAction SilentlyContinue + +if (-not([string]::IsNullOrEmpty($externalCredentialName))) +{ + $externalCredential = Get-AutomationPSCredential -Name $externalCredentialName +} + +if ([string]::IsNullOrEmpty($BillingAccountID) -and -not([string]::IsNullOrEmpty($BillingAccountIDVar))) +{ + $BillingAccountID = $BillingAccountIDVar +} + +if ([string]::IsNullOrEmpty($BillingProfileID) -and -not([string]::IsNullOrEmpty($BillingProfileIDVar))) +{ + $BillingProfileID = $BillingProfileIDVar +} + +$mcaBillingAccountIdRegex = "([A-Za-z0-9]+(-[A-Za-z0-9]+)+):([A-Za-z0-9]+(-[A-Za-z0-9]+)+)_[0-9]{4}-[0-9]{2}-[0-9]{2}" +$mcaBillingProfileIdRegex = "([A-Za-z0-9]+(-[A-Za-z0-9]+)+)" + +"Logging in to Azure with $authenticationOption..." + +switch ($authenticationOption) { + "UserAssignedManagedIdentity" { + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment -AccountId $uamiClientID + break + } + Default { #ManagedIdentity + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment + break + } +} + +if (-not($storageAccountSinkKey)) +{ + Write-Output "Getting Storage Account context with login" + + $saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -UseConnectedAccount -Environment $cloudEnvironment +} +else +{ + Write-Output "Getting Storage Account context with key" + $saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -StorageAccountKey $storageAccountSinkKey -Environment $storageAccountSinkEnv +} + +if (-not([string]::IsNullOrEmpty($externalCredentialName))) +{ + "Logging in to Azure with $externalCredentialName external credential..." + Connect-AzAccount -ServicePrincipal -EnvironmentName $externalCloudEnvironment -Tenant $externalTenantId -Credential $externalCredential + $cloudEnvironment = $externalCloudEnvironment +} + +$tenantId = (Get-AzContext).Tenant.Id + +if (-not([string]::IsNullOrEmpty($TargetScope))) +{ + $scope = $TargetScope +} +else +{ + if ([string]::IsNullOrEmpty($BillingAccountID)) + { + throw "Billing Account ID undefined. Use either the AzureOptimization_BillingAccountID variable or the BillingAccountID parameter" + } + if ($BillingAccountID -match $mcaBillingAccountIdRegex) + { + if ([string]::IsNullOrEmpty($BillingProfileID)) + { + throw "Billing Profile ID undefined for MCA. Use either the AzureOptimization_BillingProfileID variable or the BillingProfileID parameter" + } + if (-not($BillingProfileID -match $mcaBillingProfileIdRegex)) + { + throw "Billing Profile ID does not follow pattern for MCA: ([A-Za-z0-9]+(-[A-Za-z0-9]+)+)" + } + #$scope = "/providers/Microsoft.BillingBenefits" + $scope = "/providers/Microsoft.Billing/billingaccounts/$BillingAccountID" + } + else + { + $scope = "/providers/Microsoft.Billing/billingaccounts/$BillingAccountID" + } +} + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Starting savings plans export process for scope $scope..." + +$savingsPlansUsage = @() +if ($BillingAccountID -match $mcaBillingAccountIdRegex) +{ + #$savingsPlansUsagePath = "$scope/savingsPlans?api-version=2022-11-01&refreshsummary=true&take=100" + $savingsPlansUsagePath = "$scope/savingsPlans?api-version=2022-10-01-privatepreview&refreshsummary=true&take=100&`$filter=(properties/billingProfileId eq '/providers/Microsoft.Billing/billingAccounts/$BillingAccountID/billingProfiles/$BillingProfileID')" +} +else +{ + $savingsPlansUsagePath = "$scope/savingsPlans?api-version=2020-12-15-privatepreview&refreshsummary=true&take=100" +} + +$result = Invoke-AzRestMethod -Path $savingsPlansUsagePath -Method GET + +if (-not($result.StatusCode -in (200, 201, 202))) +{ + throw "Error while getting savings plans usage: $($result.Content)" +} + +$savingsPlansUsageResponse = $result.Content | ConvertFrom-Json +if ($savingsPlansUsageResponse.value) +{ + $savingsPlansUsage += $savingsPlansUsageResponse.value +} + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Found $($savingsPlansUsage.Count) savings plans usages." + +$datetime = (get-date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyy-MM-ddTHH:mm:00.000Z") + +$savingsPlans = @() + +foreach ($usage in $savingsPlansUsage) +{ + $purchaseDate = $usage.properties.purchaseDateTime + if ([string]::IsNullOrEmpty($purchaseDate) -and -not([string]::IsNullOrEmpty($usage.properties.purchaseDate))) + { + $purchaseDate = (Get-Date -Date $usage.properties.purchaseDate).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") + } + $expiryDate = $usage.properties.expiryDateTime + if ([string]::IsNullOrEmpty($expiryDate) -and -not([string]::IsNullOrEmpty($usage.properties.expiryDate))) + { + $expiryDate = (Get-Date -Date $usage.properties.expiryDate).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") + } + + $savingsPlanEntry = New-Object PSObject -Property @{ + SavingsPlanResourceId = $usage.id + SavingsPlanOrderId = $usage.id.Substring(0,$usage.id.IndexOf("/savingsPlans/")) + SavingsPlanId = $usage.id.Split("/")[-1] + DisplayName = $usage.properties.displayName + SKUName = $usage.sku.name + Term = $usage.properties.term + ProvisioningState = $usage.properties.displayProvisioningState + AppliedScopeType = $usage.properties.userFriendlyAppliedScopeType + RenewState = $usage.properties.renew + PurchaseDate = $purchaseDate + BenefitStart = $usage.properties.benefitStartTime + ExpiryDate = $expiryDate + EffectiveDate = $usage.properties.effectiveDateTime + BillingScopeId = $usage.properties.billingScopeId + BillingAccountId = $usage.properties.billingAccountId + BillingProfileId = $usage.properties.billingProfileId + BillingPlan = $usage.properties.billingPlan + CommitmentGrain = $usage.properties.commitment.grain + CommitmentCurrencyCode = $usage.properties.commitment.currencyCode + CommitmentAmount = $usage.properties.commitment.amount + UtilTrend = $usage.properties.utilization.trend + Util1Days = ($usage.properties.utilization.aggregates | Where-Object { $_.grain -eq 1 }).value + Util7Days = ($usage.properties.utilization.aggregates | Where-Object { $_.grain -eq 7 }).value + Util30Days = ($usage.properties.utilization.aggregates | Where-Object { $_.grain -eq 30 }).value + Scope = $scope + TenantGuid = $tenantId + Cloud = $cloudEnvironment + CollectedDate = $timestamp + Timestamp = $timestamp + } + $savingsPlans += $savingsPlanEntry +} + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Generated $($savingsPlans.Count) entries..." + +$targetDate = $datetime.ToString("yyyy-MM-dd") + +if ($BillingAccountID -match $mcaBillingAccountIdRegex) +{ + $csvExportPath = "$targetDate-$BillingProfileID.csv" +} +else +{ + $csvExportPath = "$targetDate-$BillingAccountID.csv" +} + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Uploading CSV to Storage" + +$ci = [CultureInfo]::new([System.Threading.Thread]::CurrentThread.CurrentCulture.Name) +if ($ci.NumberFormat.NumberDecimalSeparator -ne '.') +{ + Write-Output "Current culture ($($ci.Name)) does not use . as decimal separator" + $ci.NumberFormat.NumberDecimalSeparator = '.' + [System.Threading.Thread]::CurrentThread.CurrentCulture = $ci +} + +$savingsPlans | Export-Csv -Path $csvExportPath -NoTypeInformation + +$csvBlobName = $csvExportPath +$csvProperties = @{"ContentType" = "text/csv"}; +Set-AzStorageBlobContent -File $csvExportPath -Container $storageAccountSinkContainer -Properties $csvProperties -Blob $csvBlobName -Context $saCtx -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Uploaded $csvBlobName to Blob Storage..." + +Remove-Item -Path $csvExportPath -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Removed $csvExportPath from local disk..." \ No newline at end of file diff --git a/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Ingest-OptimizationCSVExportsToLogAnalytics.ps1 b/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Ingest-OptimizationCSVExportsToLogAnalytics.ps1 new file mode 100644 index 000000000..a162e9931 --- /dev/null +++ b/docs/deploy/optimization-engine/0.8/runbooks/data-collection/Ingest-OptimizationCSVExportsToLogAnalytics.ps1 @@ -0,0 +1,344 @@ +param( + [Parameter(Mandatory = $true)] + [string] $StorageSinkContainer +) + +$ErrorActionPreference = "Stop" + +$cloudEnvironment = Get-AutomationVariable -Name "AzureOptimization_CloudEnvironment" -ErrorAction SilentlyContinue # AzureCloud|AzureChinaCloud +if ([string]::IsNullOrEmpty($cloudEnvironment)) +{ + $cloudEnvironment = "AzureCloud" +} +$authenticationOption = Get-AutomationVariable -Name "AzureOptimization_AuthenticationOption" -ErrorAction SilentlyContinue # ManagedIdentity|UserAssignedManagedIdentity +if ([string]::IsNullOrEmpty($authenticationOption)) +{ + $authenticationOption = "ManagedIdentity" +} +if ($authenticationOption -eq "UserAssignedManagedIdentity") +{ + $uamiClientID = Get-AutomationVariable -Name "AzureOptimization_UAMIClientID" +} + +$sqlserver = Get-AutomationVariable -Name "AzureOptimization_SQLServerHostname" +$sqldatabase = Get-AutomationVariable -Name "AzureOptimization_SQLServerDatabase" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($sqldatabase)) +{ + $sqldatabase = "azureoptimization" +} +$workspaceId = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceId" +$sharedKey = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceKey" +$LogAnalyticsChunkSize = [int] (Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsChunkSize" -ErrorAction SilentlyContinue) +if (-not($LogAnalyticsChunkSize -gt 0)) +{ + $LogAnalyticsChunkSize = 6000 +} +$lognamePrefix = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsLogPrefix" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($lognamePrefix)) +{ + $lognamePrefix = "AzureOptimization" +} +$storageAccountSink = Get-AutomationVariable -Name "AzureOptimization_StorageSink" + + +$storageAccountSinkContainer = $StorageSinkContainer +$StorageBlobsPageSize = [int] (Get-AutomationVariable -Name "AzureOptimization_StorageBlobsPageSize" -ErrorAction SilentlyContinue) +if (-not($StorageBlobsPageSize -gt 0)) +{ + $StorageBlobsPageSize = 1000 +} + +$SqlTimeout = 120 +$LogAnalyticsIngestControlTable = "LogAnalyticsIngestControl" + +"Logging in to Azure with $authenticationOption..." + +switch ($authenticationOption) { + "UserAssignedManagedIdentity" { + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment -AccountId $uamiClientID + break + } + Default { #ManagedIdentity + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment + break + } +} + +#region Functions + +# Function to create the authorization signature +Function Build-OMSSignature ($workspaceId, $sharedKey, $date, $contentLength, $method, $contentType, $resource) { + $xHeaders = "x-ms-date:" + $date + $stringToHash = $method + "`n" + $contentLength + "`n" + $contentType + "`n" + $xHeaders + "`n" + $resource + $bytesToHash = [Text.Encoding]::UTF8.GetBytes($stringToHash) + $keyBytes = [Convert]::FromBase64String($sharedKey) + $sha256 = New-Object System.Security.Cryptography.HMACSHA256 + $sha256.Key = $keyBytes + $calculatedHash = $sha256.ComputeHash($bytesToHash) + $encodedHash = [Convert]::ToBase64String($calculatedHash) + $authorization = 'SharedKey {0}:{1}' -f $workspaceId, $encodedHash + return $authorization +} + +# Function to create and post the request +Function Post-OMSData($workspaceId, $sharedKey, $body, $logType, $TimeStampField, $AzureEnvironment) { + $method = "POST" + $contentType = "application/json" + $resource = "/api/logs" + $rfc1123date = [DateTime]::UtcNow.ToString("r") + $contentLength = $body.Length + $signature = Build-OMSSignature ` + -workspaceId $workspaceId ` + -sharedKey $sharedKey ` + -date $rfc1123date ` + -contentLength $contentLength ` + -method $method ` + -contentType $contentType ` + -resource $resource + + $uri = "https://" + $workspaceId + ".ods.opinsights.azure.com" + $resource + "?api-version=2016-04-01" + if ($AzureEnvironment -eq "AzureChinaCloud") + { + $uri = "https://" + $workspaceId + ".ods.opinsights.azure.cn" + $resource + "?api-version=2016-04-01" + } + if ($AzureEnvironment -eq "AzureUSGovernment") + { + $uri = "https://" + $workspaceId + ".ods.opinsights.azure.us" + $resource + "?api-version=2016-04-01" + } + if ($AzureEnvironment -eq "AzureGermanCloud") + { + throw "Azure Germany isn't suported for the Log Analytics Data Collector API" + } + + $OMSheaders = @{ + "Authorization" = $signature; + "Log-Type" = $logType; + "x-ms-date" = $rfc1123date; + "time-generated-field" = $TimeStampField; + } + + Try { + + $response = Invoke-WebRequest -Uri $uri -Method POST -ContentType $contentType -Headers $OMSheaders -Body $body -UseBasicParsing -TimeoutSec 1000 + } + catch { + if ($_.Exception.Response.StatusCode.Value__ -eq 401) { + "REAUTHENTICATING" + + $response = Invoke-WebRequest -Uri $uri -Method POST -ContentType $contentType -Headers $OMSheaders -Body $body -UseBasicParsing -TimeoutSec 1000 + } + else + { + return $_.Exception.Response.StatusCode.Value__ + } + } + + return $response.StatusCode +} +#endregion Functions + +$cloudDetails = Get-AzEnvironment -Name $CloudEnvironment +$azureSqlDomain = $cloudDetails.SqlDatabaseDnsSuffix.Substring(1) + +# get reference to storage sink +Write-Output "Getting blobs list from $storageAccountSink storage account ($storageAccountSinkContainer container)..." + +$saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -UseConnectedAccount -Environment $cloudEnvironment + +$allblobs = @() + +$continuationToken = $null +do +{ + $blobs = Get-AzStorageBlob -Container $storageAccountSinkContainer -MaxCount $StorageBlobsPageSize -ContinuationToken $continuationToken -Context $saCtx | Sort-Object -Property LastModified + if ($blobs.Count -le 0) { break } + $allblobs += $blobs + $continuationToken = $blobs[$blobs.Count -1].ContinuationToken; +} +While ($null -ne $continuationToken) + +$tries = 0 +$connectionSuccess = $false +do { + $tries++ + try { + $dbToken = Get-AzAccessToken -ResourceUrl "https://$azureSqlDomain/" + $Conn = New-Object System.Data.SqlClient.SqlConnection("Server=tcp:$sqlserver,1433;Database=$sqldatabase;Encrypt=True;Connection Timeout=$SqlTimeout;") + $Conn.AccessToken = $dbToken.Token + $Conn.Open() + $Cmd=new-object system.Data.SqlClient.SqlCommand + $Cmd.Connection = $Conn + $Cmd.CommandTimeout = $SqlTimeout + $Cmd.CommandText = "SELECT * FROM [dbo].[$LogAnalyticsIngestControlTable] WHERE StorageContainerName = '$storageAccountSinkContainer'" + + $sqlAdapter = New-Object System.Data.SqlClient.SqlDataAdapter + $sqlAdapter.SelectCommand = $Cmd + $controlRows = New-Object System.Data.DataTable + $sqlAdapter.Fill($controlRows) | Out-Null + $connectionSuccess = $true + } + catch { + Write-Output "Failed to contact SQL at try $tries." + Write-Output $Error[0] + Start-Sleep -Seconds ($tries * 20) + } +} while (-not($connectionSuccess) -and $tries -lt 3) + +if (-not($connectionSuccess)) +{ + throw "Could not establish connection to SQL." +} + +$Conn.Close() +$Conn.Dispose() + +if ($controlRows.Count -eq 0 -or -not($controlRows[0].LastProcessedDateTime)) +{ + throw "Could not find a valid ingestion control row for $storageAccountSinkContainer" +} + +$controlRow = $controlRows[0] +$lastProcessedLine = $controlRow.LastProcessedLine +$lastProcessedDateTime = $controlRow.LastProcessedDateTime.ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +$LogAnalyticsSuffix = $controlRow.LogAnalyticsSuffix +$logname = $lognamePrefix + $LogAnalyticsSuffix + +Write-Output "Processing blobs modified after $lastProcessedDateTime (line $lastProcessedLine) and ingesting them into the $($logname)_CL table..." + +$newProcessedTime = $null + +$unprocessedBlobs = @() + +foreach ($blob in $allblobs) { + $blobLastModified = $blob.LastModified.UtcDateTime.ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") + if ($lastProcessedDateTime -lt $blobLastModified -or ` + ($lastProcessedDateTime -eq $blobLastModified -and $lastProcessedLine -gt 0)) { + Write-Output "$($blob.Name) found (modified on $blobLastModified)" + $unprocessedBlobs += $blob + } +} + +$unprocessedBlobs = $unprocessedBlobs | Sort-Object -Property LastModified + +Write-Output "Found $($unprocessedBlobs.Count) new blobs to process..." + +foreach ($blob in $unprocessedBlobs) { + $newProcessedTime = $blob.LastModified.UtcDateTime.ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") + Write-Output "About to process $($blob.Name) ($($blob.Length) bytes)..." + $blobFilePath = "$env:TEMP\$($blob.Name)" + Get-AzStorageBlobContent -CloudBlob $blob.ICloudBlob -Context $saCtx -Force -Destination $blobFilePath | Out-Null + + $r = [IO.File]::OpenText($blobFilePath) + + $linesProcessed = 0 + $lineCounter = 0 + $chunkLines = @() + + while ($r.Peek() -ge 0) + { + $line = $r.ReadLine() + if ($lineCounter -eq 0) + { + $header = $line + $chunkLines += $line + } + else + { + $linesProcessed++ + } + if ($lastProcessedLine -lt $linesProcessed -and $lineCounter -gt 0) + { + $chunkLines += $line + } + if (($lineCounter -eq $LogAnalyticsChunkSize -or $r.Peek() -lt 0) -and $linesProcessed -gt 0) + { + $csvObject = $chunkLines | ConvertFrom-Csv + $jsonObject = ConvertTo-Json -InputObject $csvObject + + if ($null -ne $jsonObject) + { + $res = Post-OMSData -workspaceId $workspaceId -sharedKey $sharedKey -body ([System.Text.Encoding]::UTF8.GetBytes($jsonObject)) -logType $logname -TimeStampField "Timestamp" -AzureEnvironment $cloudEnvironment + + if ($res -ge 200 -and $res -lt 300) + { + Write-Output "Succesfully uploaded $lineCounter $LogAnalyticsSuffix rows to Log Analytics" + } + else + { + Write-Warning "Failed to upload $lineCounter $LogAnalyticsSuffix rows. Error code: $res" + $r.Dispose() + Remove-Item -Path $blobFilePath -Force + throw + } + } + else + { + Write-Warning "Skipped uploading $lineCounter $LogAnalyticsSuffix rows. Null JSON object." + } + + if ($r.Peek() -lt 0) { + $lastProcessedLine = -1 + } + else { + $lastProcessedLine = $linesProcessed - 1 + } + + $updatedLastProcessedLine = $lastProcessedLine + $updatedLastProcessedDateTime = $lastProcessedDateTime + if ($r.Peek() -lt 0) { + $updatedLastProcessedDateTime = $newProcessedTime + } + $lastProcessedDateTime = $updatedLastProcessedDateTime + Write-Output "Updating last processed time / line to $($updatedLastProcessedDateTime) / $updatedLastProcessedLine" + $sqlStatement = "UPDATE [$LogAnalyticsIngestControlTable] SET LastProcessedLine = $updatedLastProcessedLine, LastProcessedDateTime = '$updatedLastProcessedDateTime' WHERE StorageContainerName = '$storageAccountSinkContainer'" + $dbToken = Get-AzAccessToken -ResourceUrl "https://$azureSqlDomain/" + $Conn = New-Object System.Data.SqlClient.SqlConnection("Server=tcp:$sqlserver,1433;Database=$sqldatabase;Encrypt=True;Connection Timeout=$SqlTimeout;") + $Conn.AccessToken = $dbToken.Token + $Conn.Open() + $Cmd=new-object system.Data.SqlClient.SqlCommand + $Cmd.Connection = $Conn + $Cmd.CommandText = $sqlStatement + $Cmd.CommandTimeout = $SqlTimeout + $Cmd.ExecuteReader() + $Conn.Close() + $Conn.Dispose() + + $chunkLines = @() + $chunkLines += $header + $lineCounter = 1 + } + else + { + $lineCounter++ + } + } + $r.Dispose() + + if ($linesProcessed -eq 0) + { + Write-Output "No rows found" + $updatedLastProcessedLine = -1 + $updatedLastProcessedDateTime = $newProcessedTime + Write-Output "Updating last processed time / line to $($updatedLastProcessedDateTime) / $updatedLastProcessedLine" + $sqlStatement = "UPDATE [$LogAnalyticsIngestControlTable] SET LastProcessedLine = $updatedLastProcessedLine, LastProcessedDateTime = '$updatedLastProcessedDateTime' WHERE StorageContainerName = '$storageAccountSinkContainer'" + $dbToken = Get-AzAccessToken -ResourceUrl "https://$azureSqlDomain/" + $Conn = New-Object System.Data.SqlClient.SqlConnection("Server=tcp:$sqlserver,1433;Database=$sqldatabase;Encrypt=True;Connection Timeout=$SqlTimeout;") + $Conn.AccessToken = $dbToken.Token + $Conn.Open() + $Cmd=new-object system.Data.SqlClient.SqlCommand + $Cmd.Connection = $Conn + $Cmd.CommandText = $sqlStatement + $Cmd.CommandTimeout = $SqlTimeout + $Cmd.ExecuteReader() + $Conn.Close() + $Conn.Dispose() + } + else + { + Write-Output "Processed $linesProcessed row(s) in total." + } + + Remove-Item -Path $blobFilePath -Force +} + +Write-Output "DONE" \ No newline at end of file diff --git a/docs/deploy/optimization-engine/0.8/runbooks/maintenance/CleanUp-OlderRecommendationsFromSqlServer.ps1 b/docs/deploy/optimization-engine/0.8/runbooks/maintenance/CleanUp-OlderRecommendationsFromSqlServer.ps1 new file mode 100644 index 000000000..89b399917 --- /dev/null +++ b/docs/deploy/optimization-engine/0.8/runbooks/maintenance/CleanUp-OlderRecommendationsFromSqlServer.ps1 @@ -0,0 +1,84 @@ +$ErrorActionPreference = "Stop" + +$cloudEnvironment = Get-AutomationVariable -Name "AzureOptimization_CloudEnvironment" -ErrorAction SilentlyContinue # AzureCloud|AzureChinaCloud +if ([string]::IsNullOrEmpty($cloudEnvironment)) +{ + $cloudEnvironment = "AzureCloud" +} +$authenticationOption = Get-AutomationVariable -Name "AzureOptimization_AuthenticationOption" -ErrorAction SilentlyContinue # ManagedIdentity|UserAssignedManagedIdentity +if ([string]::IsNullOrEmpty($authenticationOption)) +{ + $authenticationOption = "ManagedIdentity" +} +if ($authenticationOption -eq "UserAssignedManagedIdentity") +{ + $uamiClientID = Get-AutomationVariable -Name "AzureOptimization_UAMIClientID" +} + +$sqlserver = Get-AutomationVariable -Name "AzureOptimization_SQLServerHostname" +$sqldatabase = Get-AutomationVariable -Name "AzureOptimization_SQLServerDatabase" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($sqldatabase)) +{ + $sqldatabase = "azureoptimization" +} +$RecommendationsMaxAge = [int] (Get-AutomationVariable -Name "AzureOptimization_RecommendationsMaxAgeInDays" -ErrorAction SilentlyContinue) +if (-not($RecommendationsMaxAge -gt 0)) +{ + $RecommendationsMaxAge = 365 +} + +$recommendationsTable = "Recommendations" +$SqlTimeout = 120 + +"Logging in to Azure with $authenticationOption..." + +switch ($authenticationOption) { + "UserAssignedManagedIdentity" { + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment -AccountId $uamiClientID + break + } + Default { #ManagedIdentity + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment + break + } +} + +$cloudDetails = Get-AzEnvironment -Name $CloudEnvironment +$azureSqlDomain = $cloudDetails.SqlDatabaseDnsSuffix.Substring(1) + +$tries = 0 +$connectionSuccess = $false + +Write-Output "Cleaning up recommendations older than $RecommendationsMaxAge days..." + +do { + $tries++ + try { + $dbToken = Get-AzAccessToken -ResourceUrl "https://$azureSqlDomain/" + $Conn = New-Object System.Data.SqlClient.SqlConnection("Server=tcp:$sqlserver,1433;Database=$sqldatabase;Encrypt=True;Connection Timeout=$SqlTimeout;") + $Conn.AccessToken = $dbToken.Token + $Conn.Open() + $Cmd=new-object system.Data.SqlClient.SqlCommand + $Cmd.Connection = $Conn + $Cmd.CommandTimeout = 0 + $Cmd.CommandText = "DELETE FROM [dbo].[$recommendationsTable] WHERE GeneratedDate < GETDATE()-$RecommendationsMaxAge" + $DeletedRows = $Cmd.ExecuteNonQuery() + $connectionSuccess = $true + } + catch { + Write-Output "Failed to contact SQL at try $tries." + Write-Output $Error[0] + Start-Sleep -Seconds ($tries * 20) + } + finally { + $Conn.Close() + $Conn.Dispose() + } +} while (-not($connectionSuccess) -and $tries -lt 3) + +if (-not($connectionSuccess)) +{ + throw "Could not establish connection to SQL." +} + +Write-Output "Cleaned up $DeletedRows recommendations." \ No newline at end of file diff --git a/docs/deploy/optimization-engine/0.8/runbooks/recommendations/Ingest-RecommendationsToLogAnalytics.ps1 b/docs/deploy/optimization-engine/0.8/runbooks/recommendations/Ingest-RecommendationsToLogAnalytics.ps1 new file mode 100644 index 000000000..4580d5902 --- /dev/null +++ b/docs/deploy/optimization-engine/0.8/runbooks/recommendations/Ingest-RecommendationsToLogAnalytics.ps1 @@ -0,0 +1,325 @@ +$ErrorActionPreference = "Stop" + +$cloudEnvironment = Get-AutomationVariable -Name "AzureOptimization_CloudEnvironment" -ErrorAction SilentlyContinue # AzureCloud|AzureChinaCloud +if ([string]::IsNullOrEmpty($cloudEnvironment)) +{ + $cloudEnvironment = "AzureCloud" +} +$authenticationOption = Get-AutomationVariable -Name "AzureOptimization_AuthenticationOption" -ErrorAction SilentlyContinue # ManagedIdentity|UserAssignedManagedIdentity +if ([string]::IsNullOrEmpty($authenticationOption)) +{ + $authenticationOption = "ManagedIdentity" +} +if ($authenticationOption -eq "UserAssignedManagedIdentity") +{ + $uamiClientID = Get-AutomationVariable -Name "AzureOptimization_UAMIClientID" +} + +$sqlserver = Get-AutomationVariable -Name "AzureOptimization_SQLServerHostname" +$sqldatabase = Get-AutomationVariable -Name "AzureOptimization_SQLServerDatabase" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($sqldatabase)) +{ + $sqldatabase = "azureoptimization" +} +$workspaceId = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceId" +$sharedKey = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceKey" +$LogAnalyticsChunkSize = [int] (Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsChunkSize" -ErrorAction SilentlyContinue) +if (-not($LogAnalyticsChunkSize -gt 0)) +{ + $LogAnalyticsChunkSize = 6000 +} +$lognamePrefix = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsLogPrefix" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($lognamePrefix)) +{ + $lognamePrefix = "AzureOptimization" +} + +$SqlTimeout = 120 +$LogAnalyticsIngestControlTable = "LogAnalyticsIngestControl" + +$storageAccountSink = Get-AutomationVariable -Name "AzureOptimization_StorageSink" + + +$storageAccountSinkContainer = Get-AutomationVariable -Name "AzureOptimization_RecommendationsContainer" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($storageAccountSinkContainer)) { + $storageAccountSinkContainer = "recommendationsexports" +} +$StorageBlobsPageSize = [int] (Get-AutomationVariable -Name "AzureOptimization_StorageBlobsPageSize" -ErrorAction SilentlyContinue) +if (-not($StorageBlobsPageSize -gt 0)) +{ + $StorageBlobsPageSize = 1000 +} + +#region Functions + +# Function to create the authorization signature +Function Build-OMSSignature ($workspaceId, $sharedKey, $date, $contentLength, $method, $contentType, $resource) { + $xHeaders = "x-ms-date:" + $date + $stringToHash = $method + "`n" + $contentLength + "`n" + $contentType + "`n" + $xHeaders + "`n" + $resource + $bytesToHash = [Text.Encoding]::UTF8.GetBytes($stringToHash) + $keyBytes = [Convert]::FromBase64String($sharedKey) + $sha256 = New-Object System.Security.Cryptography.HMACSHA256 + $sha256.Key = $keyBytes + $calculatedHash = $sha256.ComputeHash($bytesToHash) + $encodedHash = [Convert]::ToBase64String($calculatedHash) + $authorization = 'SharedKey {0}:{1}' -f $workspaceId, $encodedHash + return $authorization +} + +# Function to create and post the request +Function Post-OMSData($workspaceId, $sharedKey, $body, $logType, $TimeStampField, $AzureEnvironment) { + $method = "POST" + $contentType = "application/json" + $resource = "/api/logs" + $rfc1123date = [DateTime]::UtcNow.ToString("r") + $contentLength = $body.Length + $signature = Build-OMSSignature ` + -workspaceId $workspaceId ` + -sharedKey $sharedKey ` + -date $rfc1123date ` + -contentLength $contentLength ` + -method $method ` + -contentType $contentType ` + -resource $resource + + $uri = "https://" + $workspaceId + ".ods.opinsights.azure.com" + $resource + "?api-version=2016-04-01" + if ($AzureEnvironment -eq "AzureChinaCloud") + { + $uri = "https://" + $workspaceId + ".ods.opinsights.azure.cn" + $resource + "?api-version=2016-04-01" + } + if ($AzureEnvironment -eq "AzureUSGovernment") + { + $uri = "https://" + $workspaceId + ".ods.opinsights.azure.us" + $resource + "?api-version=2016-04-01" + } + if ($AzureEnvironment -eq "AzureGermanCloud") + { + throw "Azure Germany isn't suported for the Log Analytics Data Collector API" + } + + $OMSheaders = @{ + "Authorization" = $signature; + "Log-Type" = $logType; + "x-ms-date" = $rfc1123date; + "time-generated-field" = $TimeStampField; + } + + Try { + + $response = Invoke-WebRequest -Uri $uri -Method POST -ContentType $contentType -Headers $OMSheaders -Body $body -UseBasicParsing -TimeoutSec 1000 + } + catch { + if ($_.Exception.Response.StatusCode.Value__ -eq 401) { + "REAUTHENTICATING" + + $response = Invoke-WebRequest -Uri $uri -Method POST -ContentType $contentType -Headers $OMSheaders -Body $body -UseBasicParsing -TimeoutSec 1000 + } + else + { + return $_.Exception.Response.StatusCode.Value__ + } + } + + return $response.StatusCode +} +#endregion Functions + + +"Logging in to Azure with $authenticationOption..." + +switch ($authenticationOption) { + "UserAssignedManagedIdentity" { + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment -AccountId $uamiClientID + break + } + Default { #ManagedIdentity + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment + break + } +} + +$cloudDetails = Get-AzEnvironment -Name $CloudEnvironment +$azureSqlDomain = $cloudDetails.SqlDatabaseDnsSuffix.Substring(1) + +# get reference to storage sink +Write-Output "Getting reference to $storageAccountSink storage account (recommendations exports sink)" + +$saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -UseConnectedAccount -Environment $cloudEnvironment + +$allblobs = @() + +Write-Output "Getting blobs list..." +$continuationToken = $null +do +{ + $blobs = Get-AzStorageBlob -Container $storageAccountSinkContainer -MaxCount $StorageBlobsPageSize -ContinuationToken $continuationToken -Context $saCtx | Sort-Object -Property LastModified + if ($blobs.Count -le 0) { break } + $allblobs += $blobs + $continuationToken = $blobs[$blobs.Count -1].ContinuationToken; +} +While ($null -ne $continuationToken) + +$tries = 0 +$connectionSuccess = $false +do { + $tries++ + try { + $dbToken = Get-AzAccessToken -ResourceUrl "https://$azureSqlDomain/" + $Conn = New-Object System.Data.SqlClient.SqlConnection("Server=tcp:$sqlserver,1433;Database=$sqldatabase;Encrypt=True;Connection Timeout=$SqlTimeout;") + $Conn.AccessToken = $dbToken.Token + $Conn.Open() + $Cmd=new-object system.Data.SqlClient.SqlCommand + $Cmd.Connection = $Conn + $Cmd.CommandTimeout = $SqlTimeout + $Cmd.CommandText = "SELECT * FROM [dbo].[$LogAnalyticsIngestControlTable] WHERE StorageContainerName = '$storageAccountSinkContainer'" + + $sqlAdapter = New-Object System.Data.SqlClient.SqlDataAdapter + $sqlAdapter.SelectCommand = $Cmd + $controlRows = New-Object System.Data.DataTable + $sqlAdapter.Fill($controlRows) | Out-Null + $connectionSuccess = $true + } + catch { + Write-Output "Failed to contact SQL at try $tries." + Write-Output $Error[0] + Start-Sleep -Seconds ($tries * 20) + } +} while (-not($connectionSuccess) -and $tries -lt 3) + +if (-not($connectionSuccess)) +{ + throw "Could not establish connection to SQL." +} + +$Conn.Close() +$Conn.Dispose() + +if ($controlRows.Count -eq 0 -or -not($controlRows[0].LastProcessedDateTime)) +{ + throw "Could not find a valid ingestion control row for $storageAccountSinkContainer" +} + +$controlRow = $controlRows[0] +$lastProcessedLine = $controlRow.LastProcessedLine +$lastProcessedDateTime = $controlRow.LastProcessedDateTime.ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +$LogAnalyticsSuffix = $controlRow.LogAnalyticsSuffix +$logname = $lognamePrefix + $LogAnalyticsSuffix + +Write-Output "Processing blobs modified after $lastProcessedDateTime (line $lastProcessedLine) and ingesting them into the $($logname)_CL table..." + +$newProcessedTime = $null + +$unprocessedBlobs = @() + +foreach ($blob in $allblobs) { + $blobLastModified = $blob.LastModified.UtcDateTime.ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") + if ($lastProcessedDateTime -lt $blobLastModified -or ` + ($lastProcessedDateTime -eq $blobLastModified -and $lastProcessedLine -gt 0)) { + Write-Output "$($blob.Name) found (modified on $blobLastModified)" + $unprocessedBlobs += $blob + } +} + +$unprocessedBlobs = $unprocessedBlobs | Sort-Object -Property LastModified + +Write-Output "Found $($unprocessedBlobs.Count) new blobs to process..." + +foreach ($blob in $unprocessedBlobs) { + $newProcessedTime = $blob.LastModified.UtcDateTime.ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") + Write-Output "About to process $($blob.Name)..." + Get-AzStorageBlobContent -CloudBlob $blob.ICloudBlob -Context $saCtx -Force + $jsonObject = Get-Content -Path $blob.Name | ConvertFrom-Json + Write-Output "Blob contains $($jsonObject.Count) results..." + + if ($null -eq $jsonObject) + { + $recCount = 0 + } + elseif ($null -eq $jsonObject.Count) + { + $recCount = 1 + } + else + { + $recCount = $jsonObject.Count + } + + $linesProcessed = 0 + $jsonObjectSplitted = @() + + if ($recCount -gt 1) + { + for ($i = 0; $i -lt $recCount; $i += $LogAnalyticsChunkSize) { + $jsonObjectSplitted += , @($jsonObject[$i..($i + ($LogAnalyticsChunkSize - 1))]); + } + } + else + { + $jsonObjectArray = @() + $jsonObjectArray += $jsonObject + $jsonObjectSplitted += , $jsonObjectArray + } + + for ($j = 0; $j -lt $jsonObjectSplitted.Count; $j++) + { + if ($jsonObjectSplitted[$j]) + { + $currentObjectLines = $jsonObjectSplitted[$j].Count + if ($lastProcessedLine -lt $linesProcessed) + { + for ($i = 0; $i -lt $jsonObjectSplitted[$j].Count; $i++) + { + $jsonObjectSplitted[$j][$i].RecommendationDescription = $jsonObjectSplitted[$j][$i].RecommendationDescription.Replace("'", "") + $jsonObjectSplitted[$j][$i].RecommendationAction = $jsonObjectSplitted[$j][$i].RecommendationAction.Replace("'", "") + $jsonObjectSplitted[$j][$i].AdditionalInfo = $jsonObjectSplitted[$j][$i].AdditionalInfo | ConvertTo-Json -Compress + $jsonObjectSplitted[$j][$i].Tags = $jsonObjectSplitted[$j][$i].Tags | ConvertTo-Json -Compress + } + + $jsonObject = ConvertTo-Json -InputObject $jsonObjectSplitted[$j] + $res = Post-OMSData -workspaceId $workspaceId -sharedKey $sharedKey -body ([System.Text.Encoding]::UTF8.GetBytes($jsonObject)) -logType $logname -TimeStampField "Timestamp" -AzureEnvironment $cloudEnvironment + If ($res -ge 200 -and $res -lt 300) { + Write-Output "Succesfully uploaded $currentObjectLines $LogAnalyticsSuffix rows to Log Analytics" + $linesProcessed += $currentObjectLines + if ($j -eq ($jsonObjectSplitted.Count - 1)) { + $lastProcessedLine = -1 + } + else { + $lastProcessedLine = $linesProcessed - 1 + } + + $updatedLastProcessedLine = $lastProcessedLine + $updatedLastProcessedDateTime = $lastProcessedDateTime + if ($j -eq ($jsonObjectSplitted.Count - 1)) { + $updatedLastProcessedDateTime = $newProcessedTime + } + $lastProcessedDateTime = $updatedLastProcessedDateTime + Write-Output "Updating last processed time / line to $($updatedLastProcessedDateTime) / $updatedLastProcessedLine" + $sqlStatement = "UPDATE [$LogAnalyticsIngestControlTable] SET LastProcessedLine = $updatedLastProcessedLine, LastProcessedDateTime = '$updatedLastProcessedDateTime' WHERE StorageContainerName = '$storageAccountSinkContainer'" + $dbToken = Get-AzAccessToken -ResourceUrl "https://$azureSqlDomain/" + $Conn = New-Object System.Data.SqlClient.SqlConnection("Server=tcp:$sqlserver,1433;Database=$sqldatabase;Encrypt=True;Connection Timeout=$SqlTimeout;") + $Conn.AccessToken = $dbToken.Token + $Conn.Open() + $Cmd=new-object system.Data.SqlClient.SqlCommand + $Cmd.Connection = $Conn + $Cmd.CommandText = $sqlStatement + $Cmd.CommandTimeout = $SqlTimeout + $Cmd.ExecuteReader() + $Conn.Close() + $Conn.Dispose() + } + Else { + $linesProcessed += $currentObjectLines + Write-Warning "Failed to upload $currentObjectLines $LogAnalyticsSuffix rows. Error code: $res" + throw + } + } + else + { + $linesProcessed += $currentObjectLines + } + } + } + + Remove-Item -Path $blob.Name -Force +} + +Write-Output "DONE" \ No newline at end of file diff --git a/docs/deploy/optimization-engine/0.8/runbooks/recommendations/Ingest-RecommendationsToSQLServer.ps1 b/docs/deploy/optimization-engine/0.8/runbooks/recommendations/Ingest-RecommendationsToSQLServer.ps1 new file mode 100644 index 000000000..8772352d1 --- /dev/null +++ b/docs/deploy/optimization-engine/0.8/runbooks/recommendations/Ingest-RecommendationsToSQLServer.ps1 @@ -0,0 +1,291 @@ +$ErrorActionPreference = "Stop" + +$cloudEnvironment = Get-AutomationVariable -Name "AzureOptimization_CloudEnvironment" -ErrorAction SilentlyContinue # AzureCloud|AzureChinaCloud +if ([string]::IsNullOrEmpty($cloudEnvironment)) +{ + $cloudEnvironment = "AzureCloud" +} +$authenticationOption = Get-AutomationVariable -Name "AzureOptimization_AuthenticationOption" -ErrorAction SilentlyContinue # ManagedIdentity|UserAssignedManagedIdentity +if ([string]::IsNullOrEmpty($authenticationOption)) +{ + $authenticationOption = "ManagedIdentity" +} +if ($authenticationOption -eq "UserAssignedManagedIdentity") +{ + $uamiClientID = Get-AutomationVariable -Name "AzureOptimization_UAMIClientID" +} + +$sqlserver = Get-AutomationVariable -Name "AzureOptimization_SQLServerHostname" +$sqldatabase = Get-AutomationVariable -Name "AzureOptimization_SQLServerDatabase" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($sqldatabase)) +{ + $sqldatabase = "azureoptimization" +} +$ChunkSize = [int] (Get-AutomationVariable -Name "AzureOptimization_SQLServerInsertSize" -ErrorAction SilentlyContinue) +if (-not($ChunkSize -gt 0)) +{ + $ChunkSize = 900 +} +$SqlTimeout = 120 + +$storageAccountSink = Get-AutomationVariable -Name "AzureOptimization_StorageSink" + + +$storageAccountSinkContainer = Get-AutomationVariable -Name "AzureOptimization_RecommendationsContainer" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($storageAccountSinkContainer)) { + $storageAccountSinkContainer = "recommendationsexports" +} +$StorageBlobsPageSize = [int] (Get-AutomationVariable -Name "AzureOptimization_StorageBlobsPageSize" -ErrorAction SilentlyContinue) +if (-not($StorageBlobsPageSize -gt 0)) +{ + $StorageBlobsPageSize = 1000 +} + +"Logging in to Azure with $authenticationOption..." + +switch ($authenticationOption) { + "UserAssignedManagedIdentity" { + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment -AccountId $uamiClientID + break + } + Default { #ManagedIdentity + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment + break + } +} + +$cloudDetails = Get-AzEnvironment -Name $CloudEnvironment +$azureSqlDomain = $cloudDetails.SqlDatabaseDnsSuffix.Substring(1) + +# get reference to storage sink +Write-Output "Getting reference to $storageAccountSink storage account (recommendations exports sink)" + +$saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -UseConnectedAccount -Environment $cloudEnvironment + +$allblobs = @() + +Write-Output "Getting blobs list..." +$continuationToken = $null +do +{ + $blobs = Get-AzStorageBlob -Container $storageAccountSinkContainer -MaxCount $StorageBlobsPageSize -ContinuationToken $continuationToken -Context $saCtx | Sort-Object -Property LastModified + if ($blobs.Count -le 0) { break } + $allblobs += $blobs + $continuationToken = $blobs[$blobs.Count -1].ContinuationToken; +} +While ($null -ne $continuationToken) + +$SqlServerIngestControlTable = "SqlServerIngestControl" +$recommendationsTable = "Recommendations" + +$tries = 0 +$connectionSuccess = $false + +do { + $tries++ + try { + $dbToken = Get-AzAccessToken -ResourceUrl "https://$azureSqlDomain/" + $Conn = New-Object System.Data.SqlClient.SqlConnection("Server=tcp:$sqlserver,1433;Database=$sqldatabase;Encrypt=True;Connection Timeout=$SqlTimeout;") + $Conn.AccessToken = $dbToken.Token + $Conn.Open() + $Cmd=new-object system.Data.SqlClient.SqlCommand + $Cmd.Connection = $Conn + $Cmd.CommandTimeout = $SqlTimeout + $Cmd.CommandText = "SELECT * FROM [dbo].[$SqlServerIngestControlTable] WHERE StorageContainerName = '$storageAccountSinkContainer' and SqlTableName = '$recommendationsTable'" + + $sqlAdapter = New-Object System.Data.SqlClient.SqlDataAdapter + $sqlAdapter.SelectCommand = $Cmd + $controlRows = New-Object System.Data.DataTable + $sqlAdapter.Fill($controlRows) | Out-Null + $connectionSuccess = $true + } + catch { + Write-Output "Failed to contact SQL at try $tries." + Write-Output $Error[0] + Start-Sleep -Seconds ($tries * 20) + } +} while (-not($connectionSuccess) -and $tries -lt 3) + +if (-not($connectionSuccess)) +{ + throw "Could not establish connection to SQL." +} + +if ($controlRows.Count -eq 0) +{ + throw "Could not find a control row for $storageAccountSinkContainer container and $recommendationsTable table." +} + +$controlRow = $controlRows[0] +$lastProcessedLine = $controlRow.LastProcessedLine +$lastProcessedDateTime = $controlRow.LastProcessedDateTime.ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") + +$Conn.Close() +$Conn.Dispose() + +Write-Output "Processing blobs modified after $lastProcessedDateTime (line $lastProcessedLine) and ingesting them into the Recommendations SQL table..." + +$newProcessedTime = $null + +$unprocessedBlobs = @() + +foreach ($blob in $allblobs) { + $blobLastModified = $blob.LastModified.UtcDateTime.ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") + if ($lastProcessedDateTime -lt $blobLastModified -or ` + ($lastProcessedDateTime -eq $blobLastModified -and $lastProcessedLine -gt 0)) { + Write-Output "$($blob.Name) found (modified on $blobLastModified)" + $unprocessedBlobs += $blob + } +} + +$unprocessedBlobs = $unprocessedBlobs | Sort-Object -Property LastModified + +Write-Output "Found $($unprocessedBlobs.Count) new blobs to process..." + +foreach ($blob in $unprocessedBlobs) { + $newProcessedTime = $blob.LastModified.UtcDateTime.ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") + Write-Output "About to process $($blob.Name)..." + Get-AzStorageBlobContent -CloudBlob $blob.ICloudBlob -Context $saCtx -Force + $jsonObject = Get-Content -Path $blob.Name | ConvertFrom-Json + Write-Output "Blob contains $($jsonObject.Count) results..." + + if ($null -eq $jsonObject) + { + $recCount = 0 + } + elseif ($null -eq $jsonObject.Count) + { + $recCount = 1 + } + else + { + $recCount = $jsonObject.Count + } + + $linesProcessed = 0 + $jsonObjectSplitted = @() + + if ($recCount -gt 1) + { + for ($i = 0; $i -lt $recCount; $i += $ChunkSize) { + $jsonObjectSplitted += , @($jsonObject[$i..($i + ($ChunkSize - 1))]); + } + } + else + { + $jsonObjectArray = @() + $jsonObjectArray += $jsonObject + $jsonObjectSplitted += , $jsonObjectArray + } + + for ($j = 0; $j -lt $jsonObjectSplitted.Count; $j++) + { + if ($jsonObjectSplitted[$j]) + { + $currentObjectLines = $jsonObjectSplitted[$j].Count + if ($lastProcessedLine -lt $linesProcessed) + { + $sqlStatement = "INSERT INTO [$recommendationsTable]" + $sqlStatement += " (RecommendationId, GeneratedDate, Cloud, Category, ImpactedArea, Impact, RecommendationType, RecommendationSubType," + $sqlStatement += " RecommendationSubTypeId, RecommendationDescription, RecommendationAction, InstanceId, InstanceName, AdditionalInfo," + $sqlStatement += " ResourceGroup, SubscriptionGuid, SubscriptionName, TenantGuid, FitScore, Tags, DetailsUrl) VALUES" + for ($i = 0; $i -lt $jsonObjectSplitted[$j].Count; $i++) + { + $jsonObjectSplitted[$j][$i].RecommendationDescription = $jsonObjectSplitted[$j][$i].RecommendationDescription.Replace("'", "") + $jsonObjectSplitted[$j][$i].RecommendationAction = $jsonObjectSplitted[$j][$i].RecommendationAction.Replace("'", "") + if ($null -ne $jsonObjectSplitted[$j][$i].InstanceName) + { + $jsonObjectSplitted[$j][$i].InstanceName = $jsonObjectSplitted[$j][$i].InstanceName.Replace("'", "") + } + $additionalInfoString = $jsonObjectSplitted[$j][$i].AdditionalInfo | ConvertTo-Json -Compress + $tagsString = $jsonObjectSplitted[$j][$i].Tags | ConvertTo-Json -Compress + $subscriptionGuid = "NULL" + if ($jsonObjectSplitted[$j][$i].SubscriptionGuid) + { + $subscriptionGuid = "'$($jsonObjectSplitted[$j][$i].SubscriptionGuid)'" + } + $subscriptionName = "NULL" + if ($jsonObjectSplitted[$j][$i].SubscriptionName) + { + $subscriptionName = $jsonObjectSplitted[$j][$i].SubscriptionName.Replace("'", "") + $subscriptionName = "'$subscriptionName'" + } + $resourceGroup = "NULL" + if ($jsonObjectSplitted[$j][$i].ResourceGroup) + { + $resourceGroup = "'$($jsonObjectSplitted[$j][$i].ResourceGroup)'" + } + $sqlStatement += " (NEWID(), CONVERT(DATETIME, '$($jsonObjectSplitted[$j][$i].Timestamp)'), '$($jsonObjectSplitted[$j][$i].Cloud)'" + $sqlStatement += ", '$($jsonObjectSplitted[$j][$i].Category)', '$($jsonObjectSplitted[$j][$i].ImpactedArea)'" + $sqlStatement += ", '$($jsonObjectSplitted[$j][$i].Impact)', '$($jsonObjectSplitted[$j][$i].RecommendationType)'" + $sqlStatement += ", '$($jsonObjectSplitted[$j][$i].RecommendationSubType)', '$($jsonObjectSplitted[$j][$i].RecommendationSubTypeId)'" + $sqlStatement += ", '$($jsonObjectSplitted[$j][$i].RecommendationDescription)', '$($jsonObjectSplitted[$j][$i].RecommendationAction)'" + $sqlStatement += ", '$($jsonObjectSplitted[$j][$i].InstanceId)', '$($jsonObjectSplitted[$j][$i].InstanceName)', '$additionalInfoString'" + $sqlStatement += ", $resourceGroup, $subscriptionGuid, $subscriptionName, '$($jsonObjectSplitted[$j][$i].TenantGuid)'" + $sqlStatement += ", $($jsonObjectSplitted[$j][$i].FitScore), '$tagsString', '$($jsonObjectSplitted[$j][$i].DetailsURL)')" + if ($i -ne ($jsonObjectSplitted[$j].Count-1)) + { + $sqlStatement += "," + } + } + + $dbToken = Get-AzAccessToken -ResourceUrl "https://$azureSqlDomain/" + $Conn2 = New-Object System.Data.SqlClient.SqlConnection("Server=tcp:$sqlserver,1433;Database=$sqldatabase;Encrypt=True;Connection Timeout=$SqlTimeout;") + $Conn2.AccessToken = $dbToken.Token + $Conn2.Open() + + $Cmd=new-object system.Data.SqlClient.SqlCommand + $Cmd.Connection = $Conn2 + $Cmd.CommandText = $sqlStatement + $Cmd.CommandTimeout = $SqlTimeout + try + { + $Cmd.ExecuteReader() + } + catch + { + Write-Output "Failed statement: $sqlStatement" + throw + } + + $Conn2.Close() + + $linesProcessed += $currentObjectLines + Write-Output "Processed $linesProcessed lines..." + if ($j -eq ($jsonObjectSplitted.Count - 1)) { + $lastProcessedLine = -1 + } + else { + $lastProcessedLine = $linesProcessed - 1 + } + + $updatedLastProcessedLine = $lastProcessedLine + $updatedLastProcessedDateTime = $lastProcessedDateTime + if ($j -eq ($jsonObjectSplitted.Count - 1)) { + $updatedLastProcessedDateTime = $newProcessedTime + } + $lastProcessedDateTime = $updatedLastProcessedDateTime + Write-Output "Updating last processed time / line to $($updatedLastProcessedDateTime) / $updatedLastProcessedLine" + $sqlStatement = "UPDATE [$SqlServerIngestControlTable] SET LastProcessedLine = $updatedLastProcessedLine, LastProcessedDateTime = '$updatedLastProcessedDateTime' WHERE StorageContainerName = '$storageAccountSinkContainer'" + $dbToken = Get-AzAccessToken -ResourceUrl "https://$azureSqlDomain/" + $Conn = New-Object System.Data.SqlClient.SqlConnection("Server=tcp:$sqlserver,1433;Database=$sqldatabase;Encrypt=True;Connection Timeout=$SqlTimeout;") + $Conn.AccessToken = $dbToken.Token + $Conn.Open() + $Cmd=new-object system.Data.SqlClient.SqlCommand + $Cmd.Connection = $Conn + $Cmd.CommandText = $sqlStatement + $Cmd.CommandTimeout = $SqlTimeout + $Cmd.ExecuteReader() + $Conn.Close() + } + else + { + $linesProcessed += $currentObjectLines + } + } + } + + Remove-Item -Path $blob.Name -Force +} + +Write-Output "DONE" \ No newline at end of file diff --git a/docs/deploy/optimization-engine/0.8/runbooks/recommendations/Ingest-SuppressionsToLogAnalytics.ps1 b/docs/deploy/optimization-engine/0.8/runbooks/recommendations/Ingest-SuppressionsToLogAnalytics.ps1 new file mode 100644 index 000000000..84725c4fc --- /dev/null +++ b/docs/deploy/optimization-engine/0.8/runbooks/recommendations/Ingest-SuppressionsToLogAnalytics.ps1 @@ -0,0 +1,249 @@ +$ErrorActionPreference = "Stop" + +$cloudEnvironment = Get-AutomationVariable -Name "AzureOptimization_CloudEnvironment" -ErrorAction SilentlyContinue # AzureCloud|AzureChinaCloud +if ([string]::IsNullOrEmpty($cloudEnvironment)) +{ + $cloudEnvironment = "AzureCloud" +} + +$workspaceId = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceId" +$sharedKey = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceKey" +$LogAnalyticsChunkSize = [int] (Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsChunkSize" -ErrorAction SilentlyContinue) +if (-not($LogAnalyticsChunkSize -gt 0)) +{ + $LogAnalyticsChunkSize = 6000 +} +$lognamePrefix = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsLogPrefix" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($lognamePrefix)) +{ + $lognamePrefix = "AzureOptimization" +} + +$sqlserver = Get-AutomationVariable -Name "AzureOptimization_SQLServerHostname" +$sqldatabase = Get-AutomationVariable -Name "AzureOptimization_SQLServerDatabase" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($sqldatabase)) +{ + $sqldatabase = "azureoptimization" +} + +$authenticationOption = Get-AutomationVariable -Name "AzureOptimization_AuthenticationOption" -ErrorAction SilentlyContinue # ManagedIdentity|UserAssignedManagedIdentity +if ([string]::IsNullOrEmpty($authenticationOption)) +{ + $authenticationOption = "ManagedIdentity" +} +if ($authenticationOption -eq "UserAssignedManagedIdentity") +{ + $uamiClientID = Get-AutomationVariable -Name "AzureOptimization_UAMIClientID" +} + +$SqlTimeout = 300 +$FiltersTable = "Filters" + +#region Functions + +# Function to create the authorization signature +Function Build-OMSSignature ($workspaceId, $sharedKey, $date, $contentLength, $method, $contentType, $resource) { + $xHeaders = "x-ms-date:" + $date + $stringToHash = $method + "`n" + $contentLength + "`n" + $contentType + "`n" + $xHeaders + "`n" + $resource + $bytesToHash = [Text.Encoding]::UTF8.GetBytes($stringToHash) + $keyBytes = [Convert]::FromBase64String($sharedKey) + $sha256 = New-Object System.Security.Cryptography.HMACSHA256 + $sha256.Key = $keyBytes + $calculatedHash = $sha256.ComputeHash($bytesToHash) + $encodedHash = [Convert]::ToBase64String($calculatedHash) + $authorization = 'SharedKey {0}:{1}' -f $workspaceId, $encodedHash + return $authorization +} + +# Function to create and post the request +Function Post-OMSData($workspaceId, $sharedKey, $body, $logType, $TimeStampField, $AzureEnvironment) { + $method = "POST" + $contentType = "application/json" + $resource = "/api/logs" + $rfc1123date = [DateTime]::UtcNow.ToString("r") + $contentLength = $body.Length + $signature = Build-OMSSignature ` + -workspaceId $workspaceId ` + -sharedKey $sharedKey ` + -date $rfc1123date ` + -contentLength $contentLength ` + -method $method ` + -contentType $contentType ` + -resource $resource + + $uri = "https://" + $workspaceId + ".ods.opinsights.azure.com" + $resource + "?api-version=2016-04-01" + if ($AzureEnvironment -eq "AzureChinaCloud") + { + $uri = "https://" + $workspaceId + ".ods.opinsights.azure.cn" + $resource + "?api-version=2016-04-01" + } + if ($AzureEnvironment -eq "AzureUSGovernment") + { + $uri = "https://" + $workspaceId + ".ods.opinsights.azure.us" + $resource + "?api-version=2016-04-01" + } + if ($AzureEnvironment -eq "AzureGermanCloud") + { + throw "Azure Germany isn't suported for the Log Analytics Data Collector API" + } + + $OMSheaders = @{ + "Authorization" = $signature; + "Log-Type" = $logType; + "x-ms-date" = $rfc1123date; + "time-generated-field" = $TimeStampField; + } + + Try { + + $response = Invoke-WebRequest -Uri $uri -Method POST -ContentType $contentType -Headers $OMSheaders -Body $body -UseBasicParsing -TimeoutSec 1000 + } + catch { + if ($_.Exception.Response.StatusCode.Value__ -eq 401) { + "REAUTHENTICATING" + + $response = Invoke-WebRequest -Uri $uri -Method POST -ContentType $contentType -Headers $OMSheaders -Body $body -UseBasicParsing -TimeoutSec 1000 + } + else + { + return $_.Exception.Response.StatusCode.Value__ + } + } + + return $response.StatusCode +} +#endregion Functions + +"Logging in to Azure with $authenticationOption..." + +switch ($authenticationOption) { + "UserAssignedManagedIdentity" { + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment -AccountId $uamiClientID + break + } + Default { #ManagedIdentity + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment + break + } +} + +$cloudDetails = Get-AzEnvironment -Name $CloudEnvironment +$azureSqlDomain = $cloudDetails.SqlDatabaseDnsSuffix.Substring(1) + +Write-Output "Getting excluded recommendation sub-type IDs..." + +$tries = 0 +$connectionSuccess = $false +do { + $tries++ + try { + $dbToken = Get-AzAccessToken -ResourceUrl "https://$azureSqlDomain/" + $Conn = New-Object System.Data.SqlClient.SqlConnection("Server=tcp:$sqlserver,1433;Database=$sqldatabase;Encrypt=True;Connection Timeout=$SqlTimeout;") + $Conn.AccessToken = $dbToken.Token + $Conn.Open() + $Cmd=new-object system.Data.SqlClient.SqlCommand + $Cmd.Connection = $Conn + $Cmd.CommandTimeout = $SqlTimeout + $Cmd.CommandText = "SELECT * FROM [dbo].[$FiltersTable] WHERE IsEnabled = 1 AND (FilterEndDate IS NULL OR FilterEndDate > GETDATE())" + + $sqlAdapter = New-Object System.Data.SqlClient.SqlDataAdapter + $sqlAdapter.SelectCommand = $Cmd + $filters = New-Object System.Data.DataTable + $sqlAdapter.Fill($filters) | Out-Null + $connectionSuccess = $true + } + catch { + Write-Output "Failed to contact SQL at try $tries." + Write-Output $Error[0] + Start-Sleep -Seconds ($tries * 20) + } +} while (-not($connectionSuccess) -and $tries -lt 3) + +if (-not($connectionSuccess)) +{ + throw "Could not establish connection to SQL." +} + +$Conn.Close() +$Conn.Dispose() + +$datetime = (get-date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyy-MM-ddTHH:mm:00.000Z") + +$filterObjects = @() + +$filterObject = New-Object PSObject -Property @{ + Timestamp = $timestamp + FilterId = (New-Guid).Guid + RecommendationSubTypeId = [System.Guid]::empty.Guid + FilterType = "Dummy" + InstanceId = [System.Guid]::empty.Guid + InstanceName = "Dummy" + FilterStartDate = "2019-01-01T00:00:00.000Z" + FilterEndDate = "2199-12-31T23:59:59.000Z" + Author = "AOE" + Notes = "This is a dummy suppression required to build the full suppressions schema in Log Analytics" +} +$filterObjects += $filterObject + +foreach ($filter in $filters) +{ + $filterEndDate = $null + if (-not([string]::IsNullOrEmpty($filter.FilterEndDate))) + { + Write-Output $filter.FilterEndDate + $filterEndDate = $filter.FilterEndDate.ToString("yyyy-MM-ddTHH:mm:00.000Z") + } + else + { + $filterEndDate = "2199-12-31T23:59:59.000Z" + } + + $filterStartDate = $null + if (-not([string]::IsNullOrEmpty($filter.FilterStartDate))) + { + $filterStartDate = $filter.FilterStartDate.ToString("yyyy-MM-ddTHH:mm:00.000Z") + } + else + { + $filterStartDate = "2019-01-01T00:00:00.000Z" + } + + $instanceId = $null + $instanceName = $null + $ObjectGuid = [System.Guid]::empty + if ([System.Guid]::TryParse($filter.InstanceId, [System.Management.Automation.PSReference]$ObjectGuid)) + { + $instanceId = $filter.InstanceId + } + else + { + $instanceName = $filter.InstanceId + } + + $filterObject = New-Object PSObject -Property @{ + Timestamp = $timestamp + FilterId = $filter.FilterId + RecommendationSubTypeId = $filter.RecommendationSubTypeId + FilterType = $filter.FilterType + InstanceId = $instanceId + InstanceName = $instanceName + FilterStartDate = $filterStartDate + FilterEndDate = $filterEndDate + Author = $filter.Author + Notes = $filter.Notes + } + $filterObjects += $filterObject +} + +$filtersJson = $filterObjects | ConvertTo-Json + +$LogAnalyticsSuffix = "SuppressionsV1" +$logname = $lognamePrefix + $LogAnalyticsSuffix + +$res = Post-OMSData -workspaceId $workspaceId -sharedKey $sharedKey -body ([System.Text.Encoding]::UTF8.GetBytes($filtersJson)) -logType $logname -TimeStampField "Timestamp" -AzureEnvironment $cloudEnvironment +If ($res -ge 200 -and $res -lt 300) { + Write-Output "Succesfully uploaded $($filterObjects.Count) $LogAnalyticsSuffix rows to Log Analytics" +} +Else { + Write-Warning "Failed to upload $($filterObjects.Count) $LogAnalyticsSuffix rows. Error code: $res" + throw +} diff --git a/docs/deploy/optimization-engine/0.8/runbooks/recommendations/Recommend-AADExpiringCredentialsToBlobStorage.ps1 b/docs/deploy/optimization-engine/0.8/runbooks/recommendations/Recommend-AADExpiringCredentialsToBlobStorage.ps1 new file mode 100644 index 000000000..8bd5f2f45 --- /dev/null +++ b/docs/deploy/optimization-engine/0.8/runbooks/recommendations/Recommend-AADExpiringCredentialsToBlobStorage.ps1 @@ -0,0 +1,371 @@ +$ErrorActionPreference = "Stop" + +# Collect generic and recommendation-specific variables + +$cloudEnvironment = Get-AutomationVariable -Name "AzureOptimization_CloudEnvironment" -ErrorAction SilentlyContinue # AzureCloud|AzureChinaCloud +if ([string]::IsNullOrEmpty($cloudEnvironment)) +{ + $cloudEnvironment = "AzureCloud" +} +$authenticationOption = Get-AutomationVariable -Name "AzureOptimization_AuthenticationOption" -ErrorAction SilentlyContinue # ManagedIdentity|UserAssignedManagedIdentity +if ([string]::IsNullOrEmpty($authenticationOption)) +{ + $authenticationOption = "ManagedIdentity" +} +if ($authenticationOption -eq "UserAssignedManagedIdentity") +{ + $uamiClientID = Get-AutomationVariable -Name "AzureOptimization_UAMIClientID" +} + +$workspaceId = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceId" +$workspaceSubscriptionId = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceSubId" + +$storageAccountSink = Get-AutomationVariable -Name "AzureOptimization_StorageSink" + + +$storageAccountSinkContainer = Get-AutomationVariable -Name "AzureOptimization_RecommendationsContainer" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($storageAccountSinkContainer)) { + $storageAccountSinkContainer = "recommendationsexports" +} + +$lognamePrefix = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsLogPrefix" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($lognamePrefix)) +{ + $lognamePrefix = "AzureOptimization" +} + +$sqlserver = Get-AutomationVariable -Name "AzureOptimization_SQLServerHostname" +$sqldatabase = Get-AutomationVariable -Name "AzureOptimization_SQLServerDatabase" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($sqldatabase)) +{ + $sqldatabase = "azureoptimization" +} + +$expiringCredsDays = [int] (Get-AutomationVariable -Name "AzureOptimization_RecommendationAADMinCredValidityDays") +$notExpiringCredsDays = ([int] (Get-AutomationVariable -Name "AzureOptimization_RecommendationAADMaxCredValidityYears")) * 365 + +$SqlTimeout = 120 +$LogAnalyticsIngestControlTable = "LogAnalyticsIngestControl" + +# Authenticate against Azure + +"Logging in to Azure with $authenticationOption..." + +switch ($authenticationOption) { + "UserAssignedManagedIdentity" { + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment -AccountId $uamiClientID + break + } + Default { #ManagedIdentity + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment + break + } +} + +$cloudDetails = Get-AzEnvironment -Name $CloudEnvironment +$azureSqlDomain = $cloudDetails.SqlDatabaseDnsSuffix.Substring(1) + +Write-Output "Finding tables where recommendations will be generated from..." + +$tries = 0 +$connectionSuccess = $false +do { + $tries++ + try { + $dbToken = Get-AzAccessToken -ResourceUrl "https://$azureSqlDomain/" + $Conn = New-Object System.Data.SqlClient.SqlConnection("Server=tcp:$sqlserver,1433;Database=$sqldatabase;Encrypt=True;Connection Timeout=$SqlTimeout;") + $Conn.AccessToken = $dbToken.Token + $Conn.Open() + $Cmd=new-object system.Data.SqlClient.SqlCommand + $Cmd.Connection = $Conn + $Cmd.CommandTimeout = $SqlTimeout + $Cmd.CommandText = "SELECT * FROM [dbo].[$LogAnalyticsIngestControlTable] WHERE CollectedType IN ('AADObjects')" + + $sqlAdapter = New-Object System.Data.SqlClient.SqlDataAdapter + $sqlAdapter.SelectCommand = $Cmd + $controlRows = New-Object System.Data.DataTable + $sqlAdapter.Fill($controlRows) | Out-Null + $connectionSuccess = $true + } + catch { + Write-Output "Failed to contact SQL at try $tries." + Write-Output $Error[0] + Start-Sleep -Seconds ($tries * 20) + } +} while (-not($connectionSuccess) -and $tries -lt 3) + +if (-not($connectionSuccess)) +{ + throw "Could not establish connection to SQL." +} + +$aadObjectsTableName = $lognamePrefix + ($controlRows | Where-Object { $_.CollectedType -eq 'AADObjects' }).LogAnalyticsSuffix + "_CL" + +Write-Output "Will run query against tables $aadObjectsTableName" + +$Conn.Close() +$Conn.Dispose() + +$recommendationSearchTimeSpan = 1 + +# Grab a context reference to the Storage Account where the recommendations file will be stored + + +$saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -UseConnectedAccount -Environment $cloudEnvironment + +if ($workspaceSubscriptionId -ne $storageAccountSinkSubscriptionId) +{ + Select-AzSubscription -SubscriptionId $workspaceSubscriptionId +} + +$recommendationsErrors = 0 + +# Execute the expiring creds recommendation query against Log Analytics + +$baseQuery = @" + let expiryInterval = $($expiringCredsDays)d; + let AppsAndKeys = materialize ($aadObjectsTableName + | where TimeGenerated > ago(1d) + | where ObjectType_s in ('Application','ServicePrincipal') + | where ObjectSubType_s != 'ManagedIdentity' + | where Keys_s startswith '[' + | extend Keys = parse_json(Keys_s) + | project-away Keys_s + | mv-expand Keys + | evaluate bag_unpack(Keys) + | union ( + $aadObjectsTableName + | where TimeGenerated > ago(1d) + | where ObjectType_s in ('Application','ServicePrincipal') + | where ObjectSubType_s != 'ManagedIdentity' + | where isnotempty(Keys_s) and Keys_s !startswith '[' + | extend Keys = parse_json(Keys_s) + | project-away Keys_s + | evaluate bag_unpack(Keys) + ) + ); + let ExpirationInRisk = AppsAndKeys + | where EndDate < now()+expiryInterval + | project ApplicationId_g, KeyId, RiskDate = EndDate; + let NotInRisk = AppsAndKeys + | where EndDate > now()+expiryInterval + | project ApplicationId_g, KeyId, ComfortDate = EndDate; + let ApplicationsInRisk = ExpirationInRisk + | join kind=leftouter ( NotInRisk ) on ApplicationId_g + | where isempty(ComfortDate) + | summarize ExpiresOn = max(RiskDate) by ApplicationId_g; + AppsAndKeys + | join kind=inner (ApplicationsInRisk) on ApplicationId_g + | summarize ExpiresOn = max(EndDate) by ApplicationId_g, ObjectType_s, DisplayName_s, Cloud_s, KeyType, TenantGuid_g + | order by ExpiresOn desc +"@ + +try +{ + $queryResults = Invoke-AzOperationalInsightsQuery -WorkspaceId $workspaceId -Query $baseQuery -Timespan (New-TimeSpan -Days $recommendationSearchTimeSpan) -Wait 600 -IncludeStatistics + if ($queryResults) + { + $results = [System.Linq.Enumerable]::ToArray($queryResults.Results) + } +} +catch +{ + Write-Warning -Message "Query failed. Debug the following query in the AOE Log Analytics workspace: $baseQuery" + Write-Warning -Message $error[0] + $recommendationsErrors++ +} + +Write-Output "Query finished with $($results.Count) results." + +Write-Output "Query statistics: $($queryResults.Statistics.query)" + +# Build the recommendations objects + +$recommendations = @() +$datetime = (get-date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyy-MM-ddTHH:mm:00.000Z") + +foreach ($result in $results) +{ + switch ($result.Cloud_s) + { + "AzureCloud" { $azureTld = "com" } + "AzureChinaCloud" { $azureTld = "cn" } + "AzureUSGovernment" { $azureTld = "us" } + default { $azureTld = "com" } + } + + $queryInstanceId = $result.ApplicationId_g + $detailsURL = "https://portal.azure.$azureTld/#blade/Microsoft_AAD_RegisteredApps/ApplicationMenuBlade/Credentials/appId/$queryInstanceId" + + $additionalInfoDictionary = @{} + + $additionalInfoDictionary["ObjectType"] = $result.ObjectType_s + $additionalInfoDictionary["KeyType"] = $result.KeyType + $additionalInfoDictionary["ExpiresOn"] = $result.ExpiresOn + + $fitScore = 5 + + $tags = @{} + + $recommendation = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $result.Cloud_s + Category = "OperationalExcellence" + ImpactedArea = "Microsoft.AzureActiveDirectory/objects" + Impact = "Medium" + RecommendationType = "BestPractices" + RecommendationSubType = "AADExpiringCredentials" + RecommendationSubTypeId = "3292c489-2782-498b-aad0-a4cef50f6ca2" + RecommendationDescription = "Microsoft Entra application with credentials expired or about to expire" + RecommendationAction = "Update the Microsoft Entra application credential before the expiration date" + InstanceId = $result.ApplicationId_g + InstanceName = $result.DisplayName_s + AdditionalInfo = $additionalInfoDictionary + TenantGuid = $result.TenantGuid_g + FitScore = $fitScore + Tags = $tags + DetailsURL = $detailsURL + } + + $recommendations += $recommendation +} + +# Export the recommendations as JSON to blob storage + +$fileDate = $datetime.ToString("yyyy-MM-dd") +$jsonExportPath = "aadexpiringcerts-$fileDate.json" +$recommendations | ConvertTo-Json | Out-File $jsonExportPath + +$jsonBlobName = $jsonExportPath +$jsonProperties = @{"ContentType" = "application/json"}; +Set-AzStorageBlobContent -File $jsonExportPath -Container $storageAccountSinkContainer -Properties $jsonProperties -Blob $jsonBlobName -Context $saCtx -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Uploaded $jsonBlobName to Blob Storage..." + +Remove-Item -Path $jsonExportPath -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Removed $jsonExportPath from local disk..." + +# Execute the not expiring in less than X years creds recommendation query against Log Analytics + +$baseQuery = @" + let expiryInterval = $($notExpiringCredsDays)d; + let AppsAndKeys = materialize ($aadObjectsTableName + | where TimeGenerated > ago(1d) + | where ObjectSubType_s != 'ManagedIdentity' + | where Keys_s startswith '[' + | extend Keys = parse_json(Keys_s) + | project-away Keys_s + | mv-expand Keys + | evaluate bag_unpack(Keys) + | union ( + $aadObjectsTableName + | where TimeGenerated > ago(1d) + | where ObjectSubType_s != 'ManagedIdentity' + | where isnotempty(Keys_s) and Keys_s !startswith '[' + | extend Keys = parse_json(Keys_s) + | project-away Keys_s + | evaluate bag_unpack(Keys) + ) + ); + AppsAndKeys + | where EndDate > now()+expiryInterval + | project ApplicationId_g, ObjectType_s, DisplayName_s, Cloud_s, KeyType, TenantGuid_g, EndDate +"@ + +try +{ + $queryResults = Invoke-AzOperationalInsightsQuery -WorkspaceId $workspaceId -Query $baseQuery -Timespan (New-TimeSpan -Days $recommendationSearchTimeSpan) -Wait 600 -IncludeStatistics + if ($queryResults) + { + $results = [System.Linq.Enumerable]::ToArray($queryResults.Results) + } +} +catch +{ + Write-Warning -Message "Query failed. Debug the following query in the AOE Log Analytics workspace: $baseQuery" + Write-Warning -Message $error[0] + $recommendationsErrors++ +} + +Write-Output "Query finished with $($results.Count) results." + +Write-Output "Query statistics: $($queryResults.Statistics.query)" + +# Build the recommendations objects + +$recommendations = @() +$datetime = (get-date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyy-MM-ddTHH:mm:00.000Z") + +foreach ($result in $results) +{ + switch ($result.Cloud_s) + { + "AzureCloud" { $azureTld = "com" } + "AzureChinaCloud" { $azureTld = "cn" } + "AzureUSGovernment" { $azureTld = "us" } + default { $azureTld = "com" } + } + + $queryInstanceId = $result.ApplicationId_g + $detailsURL = "https://portal.azure.$azureTld/#blade/Microsoft_AAD_RegisteredApps/ApplicationMenuBlade/Credentials/appId/$queryInstanceId" + + $additionalInfoDictionary = @{} + + $additionalInfoDictionary["ObjectType"] = $result.ObjectType_s + $additionalInfoDictionary["KeyType"] = $result.KeyType + $additionalInfoDictionary["ExpiresOn"] = $result.EndDate + + $fitScore = 5 + + $tags = @{} + + $recommendation = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $result.Cloud_s + Category = "Security" + ImpactedArea = "Microsoft.AzureActiveDirectory/objects" + Impact = "Medium" + RecommendationType = "BestPractices" + RecommendationSubType = "AADNotExpiringCredentials" + RecommendationSubTypeId = "ecd969c8-3f16-481a-9577-5ed32e5e1a1d" + RecommendationDescription = "Microsoft Entra application with credentials expiration not set or too far in time" + RecommendationAction = "Update the Microsoft Entra application credential with a shorter expiration date" + InstanceId = $result.ApplicationId_g + InstanceName = $result.DisplayName_s + AdditionalInfo = $additionalInfoDictionary + TenantGuid = $result.TenantGuid_g + FitScore = $fitScore + Tags = $tags + DetailsURL = $detailsURL + } + + $recommendations += $recommendation +} + +# Export the recommendations as JSON to blob storage + +$fileDate = $datetime.ToString("yyyy-MM-dd") +$jsonExportPath = "aadnotexpiringcerts-$fileDate.json" +$recommendations | ConvertTo-Json | Out-File $jsonExportPath + +$jsonBlobName = $jsonExportPath +$jsonProperties = @{"ContentType" = "application/json"}; +Set-AzStorageBlobContent -File $jsonExportPath -Container $storageAccountSinkContainer -Properties $jsonProperties -Blob $jsonBlobName -Context $saCtx -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Uploaded $jsonBlobName to Blob Storage..." + +Remove-Item -Path $jsonExportPath -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Removed $jsonExportPath from local disk..." + +if ($recommendationsErrors -gt 0) +{ + throw "Some of the recommendations queries failed. Please, review the job logs for additional information." +} \ No newline at end of file diff --git a/docs/deploy/optimization-engine/0.8/runbooks/recommendations/Recommend-ARMOptimizationsToBlobStorage.ps1 b/docs/deploy/optimization-engine/0.8/runbooks/recommendations/Recommend-ARMOptimizationsToBlobStorage.ps1 new file mode 100644 index 000000000..555950094 --- /dev/null +++ b/docs/deploy/optimization-engine/0.8/runbooks/recommendations/Recommend-ARMOptimizationsToBlobStorage.ps1 @@ -0,0 +1,517 @@ +$ErrorActionPreference = "Stop" + +# Collect generic and recommendation-specific variables + +$cloudEnvironment = Get-AutomationVariable -Name "AzureOptimization_CloudEnvironment" -ErrorAction SilentlyContinue # AzureCloud|AzureChinaCloud +if ([string]::IsNullOrEmpty($cloudEnvironment)) +{ + $cloudEnvironment = "AzureCloud" +} +$authenticationOption = Get-AutomationVariable -Name "AzureOptimization_AuthenticationOption" -ErrorAction SilentlyContinue # ManagedIdentity|UserAssignedManagedIdentity +if ([string]::IsNullOrEmpty($authenticationOption)) +{ + $authenticationOption = "ManagedIdentity" +} +if ($authenticationOption -eq "UserAssignedManagedIdentity") +{ + $uamiClientID = Get-AutomationVariable -Name "AzureOptimization_UAMIClientID" +} + +$workspaceId = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceId" +$workspaceSubscriptionId = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceSubId" + +$storageAccountSink = Get-AutomationVariable -Name "AzureOptimization_StorageSink" + + +$storageAccountSinkContainer = Get-AutomationVariable -Name "AzureOptimization_RecommendationsContainer" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($storageAccountSinkContainer)) { + $storageAccountSinkContainer = "recommendationsexports" +} + +$deploymentDate = Get-AutomationVariable -Name "AzureOptimization_DeploymentDate" # yyyy-MM-dd format +$deploymentDate = $deploymentDate.Replace('"', "") + +$lognamePrefix = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsLogPrefix" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($lognamePrefix)) +{ + $lognamePrefix = "AzureOptimization" +} + +$sqlserver = Get-AutomationVariable -Name "AzureOptimization_SQLServerHostname" +$sqldatabase = Get-AutomationVariable -Name "AzureOptimization_SQLServerDatabase" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($sqldatabase)) +{ + $sqldatabase = "azureoptimization" +} + +$assignmentsPercentageThresholdVar = Get-AutomationVariable -Name "AzureOptimization_RecommendationRBACAssignmentsPercentageThreshold" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($assignmentsPercentageThresholdVar) -or $assignmentsPercentageThresholdVar -eq 0) +{ + $assignmentsPercentageThreshold = 80 +} +else +{ + $assignmentsPercentageThreshold = [int] $assignmentsPercentageThresholdVar +} + +$assignmentsSubscriptionsLimitVar = Get-AutomationVariable -Name "AzureOptimization_RecommendationRBACSubscriptionsAssignmentsLimit" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($assignmentsSubscriptionsLimitVar) -or $assignmentsSubscriptionsLimitVar -eq 0) +{ + $assignmentsSubscriptionsLimit = 4000 +} +else +{ + $assignmentsSubscriptionsLimit = [int] $assignmentsSubscriptionsLimitVar +} + +$assignmentsMgmtGroupsLimitVar = Get-AutomationVariable -Name "AzureOptimization_RecommendationRBACMgmtGroupsAssignmentsLimit" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($assignmentsMgmtGroupsLimitVar) -or $assignmentsMgmtGroupsLimitVar -eq 0) +{ + $assignmentsMgmtGroupsLimit = 500 +} +else +{ + $assignmentsMgmtGroupsLimit = [int] $assignmentsMgmtGroupsLimitVar +} + +$rgPercentageThresholdVar = Get-AutomationVariable -Name "AzureOptimization_RecommendationResourceGroupsPerSubPercentageThreshold" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($rgPercentageThresholdVar) -or $rgPercentageThresholdVar -eq 0) +{ + $rgPercentageThreshold = 80 +} +else +{ + $rgPercentageThreshold = [int] $rgPercentageThresholdVar +} + +$rgLimitVar = Get-AutomationVariable -Name "AzureOptimization_RecommendationResourceGroupsPerSubLimit" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($rgLimitVar) -or $rgLimitVar -eq 0) +{ + $rgLimit = 980 +} +else +{ + $rgLimit = [int] $rgLimitVar +} + +$SqlTimeout = 120 +$LogAnalyticsIngestControlTable = "LogAnalyticsIngestControl" + +# Authenticate against Azure + +"Logging in to Azure with $authenticationOption..." + +switch ($authenticationOption) { + "UserAssignedManagedIdentity" { + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment -AccountId $uamiClientID + break + } + Default { #ManagedIdentity + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment + break + } +} + +$cloudDetails = Get-AzEnvironment -Name $CloudEnvironment +$azureSqlDomain = $cloudDetails.SqlDatabaseDnsSuffix.Substring(1) + +Write-Output "Finding tables where recommendations will be generated from..." + +$tries = 0 +$connectionSuccess = $false +do { + $tries++ + try { + $dbToken = Get-AzAccessToken -ResourceUrl "https://$azureSqlDomain/" + $Conn = New-Object System.Data.SqlClient.SqlConnection("Server=tcp:$sqlserver,1433;Database=$sqldatabase;Encrypt=True;Connection Timeout=$SqlTimeout;") + $Conn.AccessToken = $dbToken.Token + $Conn.Open() + $Cmd=new-object system.Data.SqlClient.SqlCommand + $Cmd.Connection = $Conn + $Cmd.CommandTimeout = $SqlTimeout + $Cmd.CommandText = "SELECT * FROM [dbo].[$LogAnalyticsIngestControlTable] WHERE CollectedType IN ('RBACAssignments','ARGResourceContainers')" + + $sqlAdapter = New-Object System.Data.SqlClient.SqlDataAdapter + $sqlAdapter.SelectCommand = $Cmd + $controlRows = New-Object System.Data.DataTable + $sqlAdapter.Fill($controlRows) | Out-Null + $connectionSuccess = $true + } + catch { + Write-Output "Failed to contact SQL at try $tries." + Write-Output $Error[0] + Start-Sleep -Seconds ($tries * 20) + } +} while (-not($connectionSuccess) -and $tries -lt 3) + +if (-not($connectionSuccess)) +{ + throw "Could not establish connection to SQL." +} + +$rbacTableName = $lognamePrefix + ($controlRows | Where-Object { $_.CollectedType -eq 'RBACAssignments' }).LogAnalyticsSuffix + "_CL" +$subscriptionsTableName = $lognamePrefix + ($controlRows | Where-Object { $_.CollectedType -eq 'ARGResourceContainers' }).LogAnalyticsSuffix + "_CL" + +Write-Output "Will run query against tables $rbacTableName and $subscriptionsTableName" + +$Conn.Close() +$Conn.Dispose() + +$recommendationSearchTimeSpan = 30 + $consumptionOffsetDaysStart + +# Grab a context reference to the Storage Account where the recommendations file will be stored + + +$saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -UseConnectedAccount -Environment $cloudEnvironment + +if ($workspaceSubscriptionId -ne $storageAccountSinkSubscriptionId) +{ + Select-AzSubscription -SubscriptionId $workspaceSubscriptionId +} + +$recommendationsErrors = 0 + +$assignmentsThreshold = $assignmentsSubscriptionsLimit * ($assignmentsPercentageThreshold / 100) + +Write-Output "Looking for subscriptions with more than $assignmentsPercentageThreshold% of the $assignmentsSubscriptionsLimit RBAC assignments limit..." + +$baseQuery = @" + $rbacTableName + | where TimeGenerated > ago(1d) and Model_s == 'AzureRM' and Scope_s startswith '/subscriptions/' + | extend SubscriptionGuid_g = tostring(split(Scope_s, '/')[2]) + | summarize AssignmentsCount=count() by SubscriptionGuid_g, TenantGuid_g, Cloud_s + | join kind=leftouter ( + $subscriptionsTableName + | where TimeGenerated > ago(1d) + | where ContainerType_s =~ 'microsoft.resources/subscriptions' + | project SubscriptionGuid_g, SubscriptionName = ContainerName_s, Tags_s, InstanceId_s + ) on SubscriptionGuid_g + | where AssignmentsCount >= $assignmentsThreshold +"@ + +try +{ + $queryResults = Invoke-AzOperationalInsightsQuery -WorkspaceId $workspaceId -Query $baseQuery -Timespan (New-TimeSpan -Days $recommendationSearchTimeSpan) -Wait 600 -IncludeStatistics + if ($queryResults) + { + $results = [System.Linq.Enumerable]::ToArray($queryResults.Results) + } +} +catch +{ + Write-Warning -Message "Query failed. Debug the following query in the AOE Log Analytics workspace: $baseQuery" + Write-Warning -Message $error[0] + $recommendationsErrors++ +} + +Write-Output "Query finished with $($results.Count) results." + +Write-Output "Query statistics: $($queryResults.Statistics.query)" + +# Build the recommendations objects + +$recommendations = @() +$datetime = (get-date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyy-MM-ddTHH:mm:00.000Z") + +foreach ($result in $results) +{ + switch ($result.Cloud_s) + { + "AzureCloud" { $azureTld = "com" } + "AzureChinaCloud" { $azureTld = "cn" } + "AzureUSGovernment" { $azureTld = "us" } + default { $azureTld = "com" } + } + + $queryInstanceId = $result.InstanceId_s + $detailsURL = "https://portal.azure.$azureTld/#@$($result.TenantGuid_g)/resource/$queryInstanceId/users" + + $additionalInfoDictionary = @{} + + $additionalInfoDictionary["assignmentsCount"] = $result.AssignmentsCount + + $fitScore = 5 + + $tags = @{} + + if (-not([string]::IsNullOrEmpty($result.Tags_s))) + { + $tagPairs = $result.Tags_s.Substring(2, $result.Tags_s.Length - 3).Split(';') + foreach ($tagPairString in $tagPairs) + { + $tagPair = $tagPairString.Split('=') + if (-not([string]::IsNullOrEmpty($tagPair[0])) -and -not([string]::IsNullOrEmpty($tagPair[1]))) + { + $tagName = $tagPair[0].Trim() + $tagValue = $tagPair[1].Trim() + $tags[$tagName] = $tagValue + } + } + } + + $recommendation = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $result.Cloud_s + Category = "OperationalExcellence" + ImpactedArea = "Microsoft.Resources/subscriptions" + Impact = "High" + RecommendationType = "BestPractices" + RecommendationSubType = "HighRBACAssignmentsSubscriptions" + RecommendationSubTypeId = "c6a88d8c-3242-44b0-9793-c91897ef68bc" + RecommendationDescription = "Subscriptions close to the maximum limit of RBAC assignments" + RecommendationAction = "Remove unneeded RBAC assignments or use group-based (or nested group-based) assignments" + InstanceId = $result.InstanceId_s + InstanceName = $result.SubscriptionName + AdditionalInfo = $additionalInfoDictionary + SubscriptionGuid = $result.SubscriptionGuid_g + SubscriptionName = $result.SubscriptionName + TenantGuid = $result.TenantGuid_g + FitScore = $fitScore + Tags = $tags + DetailsURL = $detailsURL + } + + $recommendations += $recommendation +} + +# Export the recommendations as JSON to blob storage + +$fileDate = $datetime.ToString("yyyy-MM-dd") +$jsonExportPath = "subscriptionsrbaclimits-$fileDate.json" +$recommendations | ConvertTo-Json | Out-File $jsonExportPath + +$jsonBlobName = $jsonExportPath +$jsonProperties = @{"ContentType" = "application/json"}; +Set-AzStorageBlobContent -File $jsonExportPath -Container $storageAccountSinkContainer -Properties $jsonProperties -Blob $jsonBlobName -Context $saCtx -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Uploaded $jsonBlobName to Blob Storage..." + +Remove-Item -Path $jsonExportPath -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Removed $jsonExportPath from local disk..." + +$assignmentsThreshold = $assignmentsMgmtGroupsLimit * ($assignmentsPercentageThreshold / 100) + +Write-Output "Looking for management groups with more than $assignmentsPercentageThreshold% of the $assignmentsMgmtGroupsLimit RBAC assignments limit..." + +$baseQuery = @" + $rbacTableName + | where TimeGenerated > ago(1d) and Model_s == 'AzureRM' and Scope_s has 'managementGroups' + | extend ManagementGroupId = tostring(split(Scope_s, '/')[4]) + | summarize AssignmentsCount=count() by ManagementGroupId, TenantGuid_g, Scope_s, Cloud_s + | where AssignmentsCount >= $assignmentsThreshold +"@ + +try +{ + $queryResults = Invoke-AzOperationalInsightsQuery -WorkspaceId $workspaceId -Query $baseQuery -Timespan (New-TimeSpan -Days $recommendationSearchTimeSpan) -Wait 600 -IncludeStatistics + if ($queryResults) + { + $results = [System.Linq.Enumerable]::ToArray($queryResults.Results) + } +} +catch +{ + Write-Warning -Message "Query failed. Debug the following query in the AOE Log Analytics workspace: $baseQuery" + Write-Warning -Message $error[0] + $recommendationsErrors++ +} + +Write-Output "Query finished with $($results.Count) results." + +Write-Output "Query statistics: $($queryResults.Statistics.query)" + +# Build the recommendations objects + +$recommendations = @() +$datetime = (get-date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyy-MM-ddTHH:mm:00.000Z") + +foreach ($result in $results) +{ + switch ($result.Cloud_s) + { + "AzureCloud" { $azureTld = "com" } + "AzureChinaCloud" { $azureTld = "cn" } + "AzureUSGovernment" { $azureTld = "us" } + default { $azureTld = "com" } + } + + $detailsURL = "https://portal.azure.$azureTld/#@$($result.TenantGuid_g)/blade/Microsoft_Azure_ManagementGroups/ManagementGroupBrowseBlade/MGBrowse_overview" + + $additionalInfoDictionary = @{} + + $additionalInfoDictionary["assignmentsCount"] = $result.AssignmentsCount + + $fitScore = 5 + + $recommendation = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $result.Cloud_s + Category = "OperationalExcellence" + ImpactedArea = "Microsoft.Management/managementGroups" + Impact = "High" + RecommendationType = "BestPractices" + RecommendationSubType = "HighRBACAssignmentsManagementGroups" + RecommendationSubTypeId = "b36dea3e-ef21-45a9-a704-6f629fab236d" + RecommendationDescription = "Management Groups close to the maximum limit of RBAC assignments" + RecommendationAction = "Remove unneeded RBAC assignments or use group-based (or nested group-based) assignments" + InstanceId = $result.Scope_s + InstanceName = $result.ManagementGroupId + AdditionalInfo = $additionalInfoDictionary + TenantGuid = $result.TenantGuid_g + FitScore = $fitScore + Tags = $tags + DetailsURL = $detailsURL + } + + $recommendations += $recommendation +} + +# Export the recommendations as JSON to blob storage + +$fileDate = $datetime.ToString("yyyy-MM-dd") +$jsonExportPath = "mgmtgroupsrbaclimits-$fileDate.json" +$recommendations | ConvertTo-Json | Out-File $jsonExportPath + +$jsonBlobName = $jsonExportPath +$jsonProperties = @{"ContentType" = "application/json"}; +Set-AzStorageBlobContent -File $jsonExportPath -Container $storageAccountSinkContainer -Properties $jsonProperties -Blob $jsonBlobName -Context $saCtx -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Uploaded $jsonBlobName to Blob Storage..." + +Remove-Item -Path $jsonExportPath -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Removed $jsonExportPath from local disk..." + +$rgThreshold = $rgLimit * ($rgPercentageThreshold / 100) + +Write-Output "Looking for subscriptions with more than $rgPercentageThreshold% of the $rgLimit Resource Groups limit..." + +$baseQuery = @" + $subscriptionsTableName + | where TimeGenerated > ago(1d) + | where ContainerType_s =~ 'microsoft.resources/subscriptions/resourceGroups' + | summarize RGCount=count() by SubscriptionGuid_g, TenantGuid_g, Cloud_s + | join kind=leftouter ( + $subscriptionsTableName + | where TimeGenerated > ago(1d) + | where ContainerType_s =~ 'microsoft.resources/subscriptions' + | project SubscriptionGuid_g, SubscriptionName = ContainerName_s, Tags_s, InstanceId_s + ) on SubscriptionGuid_g + | where RGCount >= $rgThreshold +"@ + +try +{ + $queryResults = Invoke-AzOperationalInsightsQuery -WorkspaceId $workspaceId -Query $baseQuery -Timespan (New-TimeSpan -Days $recommendationSearchTimeSpan) -Wait 600 -IncludeStatistics + if ($queryResults) + { + $results = [System.Linq.Enumerable]::ToArray($queryResults.Results) + } +} +catch +{ + Write-Warning -Message "Query failed. Debug the following query in the AOE Log Analytics workspace: $baseQuery" + Write-Warning -Message $error[0] + $recommendationsErrors++ +} + +Write-Output "Query finished with $($results.Count) results." + +Write-Output "Query statistics: $($queryResults.Statistics.query)" + +# Build the recommendations objects + +$recommendations = @() +$datetime = (get-date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyy-MM-ddTHH:mm:00.000Z") + +foreach ($result in $results) +{ + switch ($result.Cloud_s) + { + "AzureCloud" { $azureTld = "com" } + "AzureChinaCloud" { $azureTld = "cn" } + "AzureUSGovernment" { $azureTld = "us" } + default { $azureTld = "com" } + } + + $queryInstanceId = $result.InstanceId_s + $detailsURL = "https://portal.azure.$azureTld/#@$($result.TenantGuid_g)/resource/$queryInstanceId/resourceGroups" + + $additionalInfoDictionary = @{} + + $additionalInfoDictionary["resourceGroupsCount"] = $result.RGCount + + $fitScore = 5 + + $tags = @{} + + if (-not([string]::IsNullOrEmpty($result.Tags_s))) + { + $tagPairs = $result.Tags_s.Substring(2, $result.Tags_s.Length - 3).Split(';') + foreach ($tagPairString in $tagPairs) + { + $tagPair = $tagPairString.Split('=') + if (-not([string]::IsNullOrEmpty($tagPair[0])) -and -not([string]::IsNullOrEmpty($tagPair[1]))) + { + $tagName = $tagPair[0].Trim() + $tagValue = $tagPair[1].Trim() + $tags[$tagName] = $tagValue + } + } + } + + $recommendation = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $result.Cloud_s + Category = "OperationalExcellence" + ImpactedArea = "Microsoft.Resources/subscriptions" + Impact = "High" + RecommendationType = "BestPractices" + RecommendationSubType = "HighResourceGroupCountSubscriptions" + RecommendationSubTypeId = "4468da8d-1e72-4998-b6d2-3bc38ddd9330" + RecommendationDescription = "Subscriptions close to the maximum limit of resource groups" + RecommendationAction = "Remove unneeded resource groups or split your resource groups across multiple subscriptions" + InstanceId = $result.InstanceId_s + InstanceName = $result.SubscriptionName + AdditionalInfo = $additionalInfoDictionary + SubscriptionGuid = $result.SubscriptionGuid_g + SubscriptionName = $result.SubscriptionName + TenantGuid = $result.TenantGuid_g + FitScore = $fitScore + Tags = $tags + DetailsURL = $detailsURL + } + + $recommendations += $recommendation +} + +# Export the recommendations as JSON to blob storage + +$fileDate = $datetime.ToString("yyyy-MM-dd") +$jsonExportPath = "subscriptionsrglimits-$fileDate.json" +$recommendations | ConvertTo-Json | Out-File $jsonExportPath + +$jsonBlobName = $jsonExportPath +$jsonProperties = @{"ContentType" = "application/json"}; +Set-AzStorageBlobContent -File $jsonExportPath -Container $storageAccountSinkContainer -Properties $jsonProperties -Blob $jsonBlobName -Context $saCtx -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Uploaded $jsonBlobName to Blob Storage..." + +Remove-Item -Path $jsonExportPath -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Removed $jsonExportPath from local disk..." + +if ($recommendationsErrors -gt 0) +{ + throw "Some of the recommendations queries failed. Please, review the job logs for additional information." +} \ No newline at end of file diff --git a/docs/deploy/optimization-engine/0.8/runbooks/recommendations/Recommend-AdvisorAsIsToBlobStorage.ps1 b/docs/deploy/optimization-engine/0.8/runbooks/recommendations/Recommend-AdvisorAsIsToBlobStorage.ps1 new file mode 100644 index 000000000..f37a76767 --- /dev/null +++ b/docs/deploy/optimization-engine/0.8/runbooks/recommendations/Recommend-AdvisorAsIsToBlobStorage.ps1 @@ -0,0 +1,315 @@ +$ErrorActionPreference = "Stop" + +$cloudEnvironment = Get-AutomationVariable -Name "AzureOptimization_CloudEnvironment" -ErrorAction SilentlyContinue # AzureCloud|AzureChinaCloud +if ([string]::IsNullOrEmpty($cloudEnvironment)) +{ + $cloudEnvironment = "AzureCloud" +} +$authenticationOption = Get-AutomationVariable -Name "AzureOptimization_AuthenticationOption" -ErrorAction SilentlyContinue # ManagedIdentity|UserAssignedManagedIdentity +if ([string]::IsNullOrEmpty($authenticationOption)) +{ + $authenticationOption = "ManagedIdentity" +} +if ($authenticationOption -eq "UserAssignedManagedIdentity") +{ + $uamiClientID = Get-AutomationVariable -Name "AzureOptimization_UAMIClientID" +} + +$workspaceId = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceId" +$workspaceSubscriptionId = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceSubId" + +$storageAccountSink = Get-AutomationVariable -Name "AzureOptimization_StorageSink" + + +$storageAccountSinkContainer = Get-AutomationVariable -Name "AzureOptimization_RecommendationsContainer" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($storageAccountSinkContainer)) { + $storageAccountSinkContainer = "recommendationsexports" +} + +$lognamePrefix = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsLogPrefix" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($lognamePrefix)) +{ + $lognamePrefix = "AzureOptimization" +} + +# must be less than or equal to the advisor exports frequency +$daysBackwards = [int] (Get-AutomationVariable -Name "AzureOptimization_RecommendAdvisorPeriodInDays" -ErrorAction SilentlyContinue) +if (-not($daysBackwards -gt 0)) { + $daysBackwards = 7 +} + +$sqlserver = Get-AutomationVariable -Name "AzureOptimization_SQLServerHostname" +$sqldatabase = Get-AutomationVariable -Name "AzureOptimization_SQLServerDatabase" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($sqldatabase)) +{ + $sqldatabase = "azureoptimization" +} + +$CategoryFilter = Get-AutomationVariable -Name "AzureOptimization_AdvisorFilter" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($CategoryFilter)) +{ + $CategoryFilter = "HighAvailability,Security,Performance,OperationalExcellence" # comma-separated list of categories +} + +$SqlTimeout = 120 +$LogAnalyticsIngestControlTable = "LogAnalyticsIngestControl" +$FiltersTable = "Filters" + +# Authenticate against Azure + +"Logging in to Azure with $authenticationOption..." + +switch ($authenticationOption) { + "UserAssignedManagedIdentity" { + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment -AccountId $uamiClientID + break + } + Default { #ManagedIdentity + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment + break + } +} + +$cloudDetails = Get-AzEnvironment -Name $CloudEnvironment +$azureSqlDomain = $cloudDetails.SqlDatabaseDnsSuffix.Substring(1) + +Write-Output "Finding tables where recommendations will be generated from..." + +$tries = 0 +$connectionSuccess = $false +do { + $tries++ + try { + $dbToken = Get-AzAccessToken -ResourceUrl "https://$azureSqlDomain/" + $Conn = New-Object System.Data.SqlClient.SqlConnection("Server=tcp:$sqlserver,1433;Database=$sqldatabase;Encrypt=True;Connection Timeout=$SqlTimeout;") + $Conn.AccessToken = $dbToken.Token + $Conn.Open() + $Cmd=new-object system.Data.SqlClient.SqlCommand + $Cmd.Connection = $Conn + $Cmd.CommandTimeout = $SqlTimeout + $Cmd.CommandText = "SELECT * FROM [dbo].[$LogAnalyticsIngestControlTable] WHERE CollectedType IN ('ARGVirtualMachine','AzureAdvisor','ARGResourceContainers')" + + $sqlAdapter = New-Object System.Data.SqlClient.SqlDataAdapter + $sqlAdapter.SelectCommand = $Cmd + $controlRows = New-Object System.Data.DataTable + $sqlAdapter.Fill($controlRows) | Out-Null + $connectionSuccess = $true + } + catch { + Write-Output "Failed to contact SQL at try $tries." + Write-Output $Error[0] + Start-Sleep -Seconds ($tries * 20) + } +} while (-not($connectionSuccess) -and $tries -lt 3) + +if (-not($connectionSuccess)) +{ + throw "Could not establish connection to SQL." +} + +$advisorTableName = $lognamePrefix + ($controlRows | Where-Object { $_.CollectedType -eq 'AzureAdvisor' }).LogAnalyticsSuffix + "_CL" +$subscriptionsTableName = $lognamePrefix + ($controlRows | Where-Object { $_.CollectedType -eq 'ARGResourceContainers' }).LogAnalyticsSuffix + "_CL" + +Write-Output "Will run query against tables $subscriptionsTableName and $advisorTableName" + +$Conn.Close() +$Conn.Dispose() + +Write-Output "Getting excluded recommendation sub-type IDs..." + +$tries = 0 +$connectionSuccess = $false +do { + $tries++ + try { + $dbToken = Get-AzAccessToken -ResourceUrl "https://$azureSqlDomain/" + $Conn = New-Object System.Data.SqlClient.SqlConnection("Server=tcp:$sqlserver,1433;Database=$sqldatabase;Encrypt=True;Connection Timeout=$SqlTimeout;") + $Conn.AccessToken = $dbToken.Token + $Conn.Open() + $Cmd=new-object system.Data.SqlClient.SqlCommand + $Cmd.Connection = $Conn + $Cmd.CommandTimeout = $SqlTimeout + $Cmd.CommandText = "SELECT * FROM [dbo].[$FiltersTable] WHERE FilterType = 'Exclude' AND IsEnabled = 1 AND (FilterEndDate IS NULL OR FilterEndDate > GETDATE())" + + $sqlAdapter = New-Object System.Data.SqlClient.SqlDataAdapter + $sqlAdapter.SelectCommand = $Cmd + $filters = New-Object System.Data.DataTable + $sqlAdapter.Fill($filters) | Out-Null + $connectionSuccess = $true + } + catch { + Write-Output "Failed to contact SQL at try $tries." + Write-Output $Error[0] + Start-Sleep -Seconds ($tries * 20) + } +} while (-not($connectionSuccess) -and $tries -lt 3) + +if (-not($connectionSuccess)) +{ + throw "Could not establish connection to SQL." +} + +$Conn.Close() +$Conn.Dispose() + +# Grab a context reference to the Storage Account where the recommendations file will be stored + + +$saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -UseConnectedAccount -Environment $cloudEnvironment + +if ($workspaceSubscriptionId -ne $storageAccountSinkSubscriptionId) +{ + Select-AzSubscription -SubscriptionId $workspaceSubscriptionId +} + +# Execute the recommendation query against Log Analytics + +$FinalCategoryFilter = "" + +if (-not([string]::IsNullOrEmpty($CategoryFilter))) +{ + $categories = $CategoryFilter.Split(',') + for ($i = 0; $i -lt $categories.Count; $i++) + { + $categories[$i] = "'" + $categories[$i] + "'" + } + $FinalCategoryFilter = " and Category in (" + ($categories -join ",") + ")" +} + +$baseQuery = @" +let advisorInterval = $($daysBackwards)d; +$advisorTableName +| where todatetime(TimeGenerated) > ago(advisorInterval)$FinalCategoryFilter +| extend AdvisorRecIdIndex = indexof(InstanceId_s, '/providers/microsoft.advisor/recommendations') +| extend InstanceName_s = iif(isnotempty(InstanceName_s),InstanceName_s,iif(AdvisorRecIdIndex > 0, split(substring(InstanceId_s, 0, AdvisorRecIdIndex),'/')[-1], split(InstanceId_s,'/')[-1])) +| summarize by InstanceId_s, InstanceName_s, Category, Description_s, SubscriptionGuid_g, TenantGuid_g, ResourceGroup, Cloud_s, AdditionalInfo_s, RecommendationText_s, ImpactedArea_s, Impact_s, RecommendationTypeId_g, Tags_s +| join kind=leftouter ( + $subscriptionsTableName + | where TimeGenerated > ago(1d) + | where ContainerType_s =~ 'microsoft.resources/subscriptions' + | project SubscriptionGuid_g, SubscriptionName = ContainerName_s +) on SubscriptionGuid_g +"@ + +Write-Output "Getting $CategoryFilter recommendations for $($daysBackwards)d Advisor..." + +try +{ + $queryResults = Invoke-AzOperationalInsightsQuery -WorkspaceId $workspaceId -Query $baseQuery -Timespan (New-TimeSpan -Days $daysBackwards) -Wait 600 -IncludeStatistics + if ($queryResults) + { + $results = [System.Linq.Enumerable]::ToArray($queryResults.Results) + } +} +catch +{ + Write-Warning -Message "Query failed. Debug the following query in the AOE Log Analytics workspace: $baseQuery" + Write-Warning -Message $error[0] + throw "Execution aborted" +} + +Write-Output "Query finished with $($results.Count) results." + +Write-Output "Query statistics: $($queryResults.Statistics.query)" + +# Build the recommendations objects + +$recommendations = @() +$datetime = (get-date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyy-MM-ddTHH:mm:00.000Z") + +Write-Output "Generating fit score..." + +foreach ($result in $results) { + + if ($filters | Where-Object { $_.RecommendationSubTypeId -eq $result.RecommendationTypeId_g}) + { + continue + } + + $tags = @{} + + if (-not([string]::IsNullOrEmpty($result.Tags_s))) + { + $tagPairs = $result.Tags_s.Substring(2, $result.Tags_s.Length - 3).Split(';') + foreach ($tagPairString in $tagPairs) + { + $tagPair = $tagPairString.Split('=') + if (-not([string]::IsNullOrEmpty($tagPair[0])) -and -not([string]::IsNullOrEmpty($tagPair[1]))) + { + $tagName = $tagPair[0].Trim() + $tagValue = $tagPair[1].Trim() + $tags[$tagName] = $tagValue + } + } + } + + $additionalInfoDictionary = @{} + if (-not([string]::IsNullOrEmpty($result.AdditionalInfo_s))) + { + ($result.AdditionalInfo_s | ConvertFrom-Json).PsObject.Properties | ForEach-Object { $additionalInfoDictionary[$_.Name] = $_.Value } + } + + $fitScore = 5 + + $queryInstanceId = $result.InstanceId_s + + switch ($result.Cloud_s) + { + "AzureCloud" { $azureTld = "com" } + "AzureChinaCloud" { $azureTld = "cn" } + "AzureUSGovernment" { $azureTld = "us" } + default { $azureTld = "com" } + } + + $detailsURL = "https://portal.azure.$azureTld/#@$($result.TenantGuid_g)/resource/$queryInstanceId/overview" + + $recommendationSubType = "Advisor" + $result.Category + + $recommendation = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $result.Cloud_s + Category = $result.Category + ImpactedArea = $result.ImpactedArea_s + Impact = $result.Impact_s + RecommendationType = "BestPractices" + RecommendationSubType = $recommendationSubType + RecommendationSubTypeId = $result.RecommendationTypeId_g + RecommendationDescription = $result.Description_s.Replace("'","") + RecommendationAction = $result.RecommendationText_s.Replace("'","") + InstanceId = $result.InstanceId_s + InstanceName = $result.InstanceName_s + AdditionalInfo = $additionalInfoDictionary + ResourceGroup = $result.ResourceGroup + SubscriptionGuid = $result.SubscriptionGuid_g + SubscriptionName = $result.SubscriptionName + TenantGuid = $result.TenantGuid_g + FitScore = $fitScore + Tags = $tags + DetailsURL = $detailsURL + } + + $recommendations += $recommendation +} + +# Export the recommendations as JSON to blob storage + +Write-Output "Exporting final $($recommendations.Count) results as a JSON file..." + +$fileDate = $datetime.ToString("yyyyMMdd") +$jsonExportPath = "advisor-asis-$fileDate.json" +$recommendations | ConvertTo-Json | Out-File $jsonExportPath + +Write-Output "Uploading $jsonExportPath to blob storage..." + +$jsonBlobName = $jsonExportPath +$jsonProperties = @{"ContentType" = "application/json" }; +Set-AzStorageBlobContent -File $jsonExportPath -Container $storageAccountSinkContainer -Properties $jsonProperties -Blob $jsonBlobName -Context $saCtx -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Uploaded $jsonBlobName to Blob Storage..." + +Remove-Item -Path $jsonExportPath -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Removed $jsonExportPath from local disk..." diff --git a/docs/deploy/optimization-engine/0.8/runbooks/recommendations/Recommend-AdvisorCostAugmentedToBlobStorage.ps1 b/docs/deploy/optimization-engine/0.8/runbooks/recommendations/Recommend-AdvisorCostAugmentedToBlobStorage.ps1 new file mode 100644 index 000000000..d5e11aef1 --- /dev/null +++ b/docs/deploy/optimization-engine/0.8/runbooks/recommendations/Recommend-AdvisorCostAugmentedToBlobStorage.ps1 @@ -0,0 +1,903 @@ +$ErrorActionPreference = "Stop" + +function Find-SkuHourlyPrice { + param ( + [object[]] $SKUPriceSheet, + [string] $SKUName + ) + + $skuPriceObject = $null + + if ($SKUPriceSheet) + { + $skuNameParts = $SKUName.Split('_') + + if ($skuNameParts.Count -eq 3) # e.g., Standard_D1_v2 + { + $skuNameFilter = "*" + $skuNameParts[1] + " *" + $skuVersionFilter = "*" + $skuNameParts[2] + $skuPrices = $SKUPriceSheet | Where-Object { $_.MeterName_s -like $skuNameFilter ` + -and $_.MeterName_s -notlike '*Low Priority' -and $_.MeterName_s -notlike '*Expired' ` + -and $_.MeterName_s -like $skuVersionFilter -and $_.MeterSubCategory_s -notlike '*Windows' -and $_.UnitPrice_s -ne 0 } + + if (($skuPrices -or $skuPrices.Count -ge 1) -and $skuPrices.Count -le 2) + { + $skuPriceObject = $skuPrices[0] + } + if ($skuPrices.Count -gt 2) # D1-like scenarios + { + $skuFilter = "*" + $skuNameParts[1] + " " + $skuNameParts[2] + "*" + $skuPrices = $skuPrices | Where-Object { $_.MeterName_s -like $skuFilter } + + if (($skuPrices -or $skuPrices.Count -ge 1) -and $skuPrices.Count -le 2) + { + $skuPriceObject = $skuPrices[0] + } + } + } + + if ($skuNameParts.Count -eq 2) # e.g., Standard_D1 + { + $skuNameFilter = "*" + $skuNameParts[1] + "*" + + $skuPrices = $SKUPriceSheet | Where-Object { $_.MeterName_s -like $skuNameFilter ` + -and $_.MeterName_s -notlike '*Low Priority' -and $_.MeterName_s -notlike '*Expired' ` + -and $_.MeterName_s -notlike '* v*' -and $_.MeterSubCategory_s -notlike '*Windows' -and $_.UnitPrice_s -ne 0 } + + if (($skuPrices -or $skuPrices.Count -ge 1) -and $skuPrices.Count -le 2) + { + $skuPriceObject = $skuPrices[0] + } + if ($skuPrices.Count -gt 2) # D1-like scenarios + { + $skuFilterLeft = "*" + $skuNameParts[1] + "/*" + $skuFilterRight = "*/" + $skuNameParts[1] + "*" + $skuPrices = $skuPrices | Where-Object { $_.MeterName_s -like $skuFilterLeft -or $_.MeterName_s -like $skuFilterRight } + + if (($skuPrices -or $skuPrices.Count -ge 1) -and $skuPrices.Count -le 2) + { + $skuPriceObject = $skuPrices[0] + } + } + } + } + + $targetHourlyPrice = [double]::MaxValue + if ($null -ne $skuPriceObject) + { + $targetUnitHours = [int] (Select-String -InputObject $skuPriceObject.UnitOfMeasure_s -Pattern "^\d+").Matches[0].Value + if ($targetUnitHours -gt 0) + { + $targetHourlyPrice = [double] ($skuPriceObject.UnitPrice_s / $targetUnitHours) + } + } + + return $targetHourlyPrice +} + +# Collect generic and recommendation-specific variables + +$cloudEnvironment = Get-AutomationVariable -Name "AzureOptimization_CloudEnvironment" -ErrorAction SilentlyContinue # AzureCloud|AzureChinaCloud +if ([string]::IsNullOrEmpty($cloudEnvironment)) +{ + $cloudEnvironment = "AzureCloud" +} +$authenticationOption = Get-AutomationVariable -Name "AzureOptimization_AuthenticationOption" -ErrorAction SilentlyContinue # ManagedIdentity|UserAssignedManagedIdentity +if ([string]::IsNullOrEmpty($authenticationOption)) +{ + $authenticationOption = "ManagedIdentity" +} +if ($authenticationOption -eq "UserAssignedManagedIdentity") +{ + $uamiClientID = Get-AutomationVariable -Name "AzureOptimization_UAMIClientID" +} + +$workspaceId = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceId" +$workspaceName = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceName" +$workspaceRG = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceRG" +$workspaceSubscriptionId = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceSubId" +$workspaceTenantId = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceTenantId" + +$storageAccountSink = Get-AutomationVariable -Name "AzureOptimization_StorageSink" + + +$storageAccountSinkContainer = Get-AutomationVariable -Name "AzureOptimization_RecommendationsContainer" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($storageAccountSinkContainer)) { + $storageAccountSinkContainer = "recommendationsexports" +} + +$lognamePrefix = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsLogPrefix" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($lognamePrefix)) +{ + $lognamePrefix = "AzureOptimization" +} + +$referenceRegion = Get-AutomationVariable -Name "AzureOptimization_ReferenceRegion" + +# must be less than or equal to the advisor exports frequency +$daysBackwards = [int] (Get-AutomationVariable -Name "AzureOptimization_RecommendAdvisorPeriodInDays" -ErrorAction SilentlyContinue) +if (-not($daysBackwards -gt 0)) { + $daysBackwards = 7 +} + +$perfDaysBackwards = [int] (Get-AutomationVariable -Name "AzureOptimization_RecommendPerfPeriodInDays" -ErrorAction SilentlyContinue) +if (-not($perfDaysBackwards -gt 0)) { + $perfDaysBackwards = 7 +} + +$perfTimeGrain = Get-AutomationVariable -Name "AzureOptimization_RecommendPerfTimeGrain" -ErrorAction SilentlyContinue +if (-not($perfTimeGrain)) { + $perfTimeGrain = "1h" +} + +# percentiles variables +$cpuPercentile = [int] (Get-AutomationVariable -Name "AzureOptimization_PerfPercentileCpu" -ErrorAction SilentlyContinue) +if (-not($cpuPercentile -gt 0)) { + $cpuPercentile = 99 +} +$memoryPercentile = [int] (Get-AutomationVariable -Name "AzureOptimization_PerfPercentileMemory" -ErrorAction SilentlyContinue) +if (-not($memoryPercentile -gt 0)) { + $memoryPercentile = 99 +} +$networkPercentile = [int] (Get-AutomationVariable -Name "AzureOptimization_PerfPercentileNetwork" -ErrorAction SilentlyContinue) +if (-not($networkPercentile -gt 0)) { + $networkPercentile = 99 +} +$diskPercentile = [int] (Get-AutomationVariable -Name "AzureOptimization_PerfPercentileDisk" -ErrorAction SilentlyContinue) +if (-not($diskPercentile -gt 0)) { + $diskPercentile = 99 +} + +# perf thresholds variables +$cpuPercentageThreshold = [int] (Get-AutomationVariable -Name "AzureOptimization_PerfThresholdCpuPercentage" -ErrorAction SilentlyContinue) +if (-not($cpuPercentageThreshold -gt 0)) { + $cpuPercentageThreshold = 30 +} +$memoryPercentageThreshold = [int] (Get-AutomationVariable -Name "AzureOptimization_PerfThresholdMemoryPercentage" -ErrorAction SilentlyContinue) +if (-not($memoryPercentageThreshold -gt 0)) { + $memoryPercentageThreshold = 50 +} +$networkMpbsThreshold = [int] (Get-AutomationVariable -Name "AzureOptimization_PerfThresholdNetworkMbps" -ErrorAction SilentlyContinue) +if (-not($networkMpbsThreshold -gt 0)) { + $networkMpbsThreshold = 750 +} + +# perf thresholds variables (shutdown) +$cpuPercentageShutdownThreshold = [int] (Get-AutomationVariable -Name "AzureOptimization_PerfThresholdCpuShutdownPercentage" -ErrorAction SilentlyContinue) +if (-not($cpuPercentageShutdownThreshold -gt 0)) { + $cpuPercentageShutdownThreshold = 5 +} +$memoryPercentageShutdownThreshold = [int] (Get-AutomationVariable -Name "AzureOptimization_PerfThresholdMemoryShutdownPercentage" -ErrorAction SilentlyContinue) +if (-not($memoryPercentageShutdownThreshold -gt 0)) { + $memoryPercentageShutdownThreshold = 100 +} +$networkMpbsShutdownThreshold = [int] (Get-AutomationVariable -Name "AzureOptimization_PerfThresholdNetworkShutdownMbps" -ErrorAction SilentlyContinue ) +if (-not($networkMpbsShutdownThreshold -gt 0)) { + $networkMpbsShutdownThreshold = 10 +} + +$rightSizeRecommendationId = Get-AutomationVariable -Name "AzureOptimization_RecommendationAdvisorCostRightSizeId" -ErrorAction SilentlyContinue +if (-not($rightSizeRecommendationId)) { + $rightSizeRecommendationId = 'e10b1381-5f0a-47ff-8c7b-37bd13d7c974' +} + +$additionalPerfWorkspaces = Get-AutomationVariable -Name "AzureOptimization_RightSizeAdditionalPerfWorkspaces" -ErrorAction SilentlyContinue + +$sqlserver = Get-AutomationVariable -Name "AzureOptimization_SQLServerHostname" +$sqldatabase = Get-AutomationVariable -Name "AzureOptimization_SQLServerDatabase" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($sqldatabase)) +{ + $sqldatabase = "azureoptimization" +} + +$consumptionOffsetDays = [int] (Get-AutomationVariable -Name "AzureOptimization_ConsumptionOffsetDays") +$consumptionOffsetDaysStart = $consumptionOffsetDays + 1 + +$SqlTimeout = 120 +$LogAnalyticsIngestControlTable = "LogAnalyticsIngestControl" +$FiltersTable = "Filters" + +# Authenticate against Azure + +"Logging in to Azure with $authenticationOption..." + +switch ($authenticationOption) { + "UserAssignedManagedIdentity" { + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment -AccountId $uamiClientID + break + } + Default { #ManagedIdentity + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment + break + } +} + +$cloudDetails = Get-AzEnvironment -Name $CloudEnvironment +$azureSqlDomain = $cloudDetails.SqlDatabaseDnsSuffix.Substring(1) + +Write-Output "Finding tables where recommendations will be generated from..." + +$tries = 0 +$connectionSuccess = $false +do { + $tries++ + try { + $dbToken = Get-AzAccessToken -ResourceUrl "https://$azureSqlDomain/" + $Conn = New-Object System.Data.SqlClient.SqlConnection("Server=tcp:$sqlserver,1433;Database=$sqldatabase;Encrypt=True;Connection Timeout=$SqlTimeout;") + $Conn.AccessToken = $dbToken.Token + $Conn.Open() + $Cmd=new-object system.Data.SqlClient.SqlCommand + $Cmd.Connection = $Conn + $Cmd.CommandTimeout = $SqlTimeout + $Cmd.CommandText = "SELECT * FROM [dbo].[$LogAnalyticsIngestControlTable] WHERE CollectedType IN ('ARGVirtualMachine','AzureAdvisor','AzureConsumption','ARGResourceContainers','Pricesheet')" + + $sqlAdapter = New-Object System.Data.SqlClient.SqlDataAdapter + $sqlAdapter.SelectCommand = $Cmd + $controlRows = New-Object System.Data.DataTable + $sqlAdapter.Fill($controlRows) | Out-Null + $connectionSuccess = $true + } + catch { + Write-Output "Failed to contact SQL at try $tries." + Write-Output $Error[0] + Start-Sleep -Seconds ($tries * 20) + } +} while (-not($connectionSuccess) -and $tries -lt 3) + +if (-not($connectionSuccess)) +{ + throw "Could not establish connection to SQL." +} + +$vmsTableName = $lognamePrefix + ($controlRows | Where-Object { $_.CollectedType -eq 'ARGVirtualMachine' }).LogAnalyticsSuffix + "_CL" +$advisorTableName = $lognamePrefix + ($controlRows | Where-Object { $_.CollectedType -eq 'AzureAdvisor' }).LogAnalyticsSuffix + "_CL" +$consumptionTableName = $lognamePrefix + ($controlRows | Where-Object { $_.CollectedType -eq 'AzureConsumption' }).LogAnalyticsSuffix + "_CL" +$subscriptionsTableName = $lognamePrefix + ($controlRows | Where-Object { $_.CollectedType -eq 'ARGResourceContainers' }).LogAnalyticsSuffix + "_CL" +$pricesheetTableName = $lognamePrefix + ($controlRows | Where-Object { $_.CollectedType -eq 'Pricesheet' }).LogAnalyticsSuffix + "_CL" + +Write-Output "Will run query against tables $vmsTableName, $subscriptionsTableName, $advisorTableName, $pricesheetTableName and $consumptionTableName" + +$Conn.Close() +$Conn.Dispose() + +Write-Output "Getting excluded recommendation sub-type IDs..." + +$tries = 0 +$connectionSuccess = $false +do { + $tries++ + try { + $dbToken = Get-AzAccessToken -ResourceUrl "https://$azureSqlDomain/" + $Conn = New-Object System.Data.SqlClient.SqlConnection("Server=tcp:$sqlserver,1433;Database=$sqldatabase;Encrypt=True;Connection Timeout=$SqlTimeout;") + $Conn.AccessToken = $dbToken.Token + $Conn.Open() + $Cmd=new-object system.Data.SqlClient.SqlCommand + $Cmd.Connection = $Conn + $Cmd.CommandTimeout = $SqlTimeout + $Cmd.CommandText = "SELECT * FROM [dbo].[$FiltersTable] WHERE FilterType = 'Exclude' AND IsEnabled = 1 AND (FilterEndDate IS NULL OR FilterEndDate > GETDATE())" + + $sqlAdapter = New-Object System.Data.SqlClient.SqlDataAdapter + $sqlAdapter.SelectCommand = $Cmd + $filters = New-Object System.Data.DataTable + $sqlAdapter.Fill($filters) | Out-Null + $connectionSuccess = $true + } + catch { + Write-Output "Failed to contact SQL at try $tries." + Write-Output $Error[0] + Start-Sleep -Seconds ($tries * 20) + } +} while (-not($connectionSuccess) -and $tries -lt 3) + +if (-not($connectionSuccess)) +{ + throw "Could not establish connection to SQL." +} + +$Conn.Close() +$Conn.Dispose() + +$recommendationSearchTimeSpan = 30 + $consumptionOffsetDaysStart + +# Grab a context reference to the Storage Account where the recommendations file will be stored + + +$saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -UseConnectedAccount -Environment $cloudEnvironment + +if ($workspaceSubscriptionId -ne $storageAccountSinkSubscriptionId) +{ + Select-AzSubscription -SubscriptionId $workspaceSubscriptionId +} + + +Write-Output "Getting Virtual Machine SKUs for the $referenceRegion region..." +# Get all the VM SKUs information for the reference Azure region +$skus = Get-AzComputeResourceSku -Location $referenceRegion | Where-Object { $_.ResourceType -eq "virtualMachines" } + +Write-Output "Getting the current Pricesheet..." + +if ($cloudEnvironment -eq "AzureCloud") +{ + $pricesheetRegion = "EU West" +} + +try +{ + $pricesheetEntries = @() + + $baseQuery = @" + $pricesheetTableName + | where TimeGenerated > ago(14d) + | where MeterCategory_s == 'Virtual Machines' and MeterRegion_s == '$pricesheetRegion' and PriceType_s == 'Consumption' + | distinct MeterName_s, MeterSubCategory_s, MeterCategory_s, MeterRegion_s, UnitPrice_s, UnitOfMeasure_s +"@ + + $queryResults = Invoke-AzOperationalInsightsQuery -WorkspaceId $workspaceId -Query $baseQuery -Timespan (New-TimeSpan -Days 14) -Wait 600 -IncludeStatistics + $pricesheetEntries = [System.Linq.Enumerable]::ToArray($queryResults.Results) + + Write-Output "Query finished with $($pricesheetEntries.Count) results." + Write-Output "Query statistics: $($queryResults.Statistics.query)" +} +catch +{ + Write-Warning -Message "Query failed. Debug the following query in the AOE Log Analytics workspace: $baseQuery" + Write-Warning -Message $error[0] + Write-Output "Consumption pricesheet not available, will estimate savings based in cores count..." +} + +$linuxMemoryPerfAdditionalWorkspaces = "" +$windowsMemoryPerfAdditionalWorkspaces = "" +$processorPerfAdditionalWorkspaces = "" +$windowsNetworkPerfAdditionalWorkspaces = "" +$diskPerfAdditionalWorkspaces = "" +if ($additionalPerfWorkspaces) +{ + $additionalWorkspaces = $additionalPerfWorkspaces.Split(",") + foreach ($additionalWorkspace in $additionalWorkspaces) { + $additionalWorkspace = $additionalWorkspace.Trim() + $linuxMemoryPerfAdditionalWorkspaces += @" + | union ( workspace('$additionalWorkspace').Perf + | where TimeGenerated > ago(perfInterval) and _ResourceId in (RightSizeInstanceIds) + | where CounterName == '% Used Memory' + | extend WorkspaceId = TenantId + | summarize hint.strategy=shuffle PMemoryPercentage = percentile(CounterValue, memoryPercentileValue) by _ResourceId, WorkspaceId) +"@ + $windowsMemoryPerfAdditionalWorkspaces += @" + | union ( workspace('$additionalWorkspace').Perf + | where TimeGenerated > ago(perfInterval) and _ResourceId in (RightSizeInstanceIds) + | where CounterName == 'Available MBytes' + | extend WorkspaceId = TenantId + | project TimeGenerated, MemoryAvailableMBs = CounterValue, _ResourceId, WorkspaceId) +"@ + $processorPerfAdditionalWorkspaces += @" + | union ( workspace('$additionalWorkspace').Perf + | where TimeGenerated > ago(perfInterval) and _ResourceId in (RightSizeInstanceIds) + | where ObjectName == 'Processor' and CounterName == '% Processor Time' and InstanceName == '_Total' + | extend WorkspaceId = TenantId + | summarize hint.strategy=shuffle PCPUPercentage = percentile(CounterValue, cpuPercentileValue) by _ResourceId, WorkspaceId) +"@ + $windowsNetworkPerfAdditionalWorkspaces += @" + | union ( workspace('$additionalWorkspace').Perf + | where TimeGenerated > ago(perfInterval) and _ResourceId in (RightSizeInstanceIds) + | where CounterName == 'Bytes Total/sec' + | extend WorkspaceId = TenantId + | summarize hint.strategy=shuffle PCounter = percentile(CounterValue, networkPercentileValue) by InstanceName, _ResourceId, WorkspaceId + | summarize PNetwork = sum(PCounter) by _ResourceId, WorkspaceId) +"@ + $diskPerfAdditionalWorkspaces += @" + | union ( workspace('$additionalWorkspace').Perf + | where TimeGenerated > ago(perfInterval) and _ResourceId in (RightSizeInstanceIds) + | where CounterName in ('Disk Reads/sec', 'Disk Writes/sec', 'Disk Read Bytes/sec', 'Disk Write Bytes/sec') and InstanceName !in ('_Total', 'D:', '/mnt/resource', '/mnt') + | extend WorkspaceId = TenantId + | summarize hint.strategy=shuffle PCounter = percentile(CounterValue, diskPercentileValue) by bin(TimeGenerated, perfTimeGrain), CounterName, InstanceName, _ResourceId, WorkspaceId + | summarize SumPCounter = sum(PCounter) by CounterName, TimeGenerated, _ResourceId, WorkspaceId + | summarize MaxPReadIOPS = maxif(SumPCounter, CounterName == 'Disk Reads/sec'), + MaxPWriteIOPS = maxif(SumPCounter, CounterName == 'Disk Writes/sec'), + MaxPReadMiBps = (maxif(SumPCounter, CounterName == 'Disk Read Bytes/sec') / 1024 / 1024), + MaxPWriteMiBps = (maxif(SumPCounter, CounterName == 'Disk Write Bytes/sec') / 1024 / 1024) by _ResourceId, WorkspaceId) +"@ + } +} + +# Execute the recommendation query against Log Analytics + +$baseQuery = @" +let advisorInterval = $($daysBackwards)d; +let perfInterval = $($perfDaysBackwards)d; +let perfTimeGrain = $perfTimeGrain; +let cpuPercentileValue = $cpuPercentile; +let memoryPercentileValue = $memoryPercentile; +let networkPercentileValue = $networkPercentile; +let diskPercentileValue = $diskPercentile; +let rightSizeRecommendationId = '$rightSizeRecommendationId'; +let billingInterval = 30d; +let etime = todatetime(toscalar($consumptionTableName | where todatetime(Date_s) < now() and todatetime(Date_s) > ago(30d) | summarize max(todatetime(Date_s)))); +let stime = etime-billingInterval; +let RightSizeInstanceIds = materialize($advisorTableName +| where todatetime(TimeGenerated) > ago(advisorInterval) and Category == 'Cost' and RecommendationTypeId_g == rightSizeRecommendationId +| distinct InstanceId_s); +let LinuxMemoryPerf = Perf +| where TimeGenerated > ago(perfInterval) and _ResourceId in (RightSizeInstanceIds) +| where CounterName == '% Used Memory' +| extend WorkspaceId = TenantId +| summarize hint.strategy=shuffle PMemoryPercentage = percentile(CounterValue, memoryPercentileValue) by _ResourceId, WorkspaceId$linuxMemoryPerfAdditionalWorkspaces; +let WindowsMemoryPerf = Perf +| where TimeGenerated > ago(perfInterval) and _ResourceId in (RightSizeInstanceIds) +| where CounterName == 'Available MBytes' +| extend WorkspaceId = TenantId +| project TimeGenerated, MemoryAvailableMBs = CounterValue, _ResourceId, WorkspaceId$windowsMemoryPerfAdditionalWorkspaces; +let MemoryPerf = $vmsTableName +| where TimeGenerated > ago(1d) +| distinct InstanceId_s, MemoryMB_s +| join kind=inner hint.strategy=broadcast ( + WindowsMemoryPerf +) on `$left.InstanceId_s == `$right._ResourceId +| extend MemoryPercentage = todouble(toint(MemoryMB_s) - toint(MemoryAvailableMBs)) / todouble(MemoryMB_s) * 100 +| summarize hint.strategy=shuffle PMemoryPercentage = percentile(MemoryPercentage, memoryPercentileValue) by _ResourceId, WorkspaceId +| union LinuxMemoryPerf; +let ProcessorPerf = Perf +| where TimeGenerated > ago(perfInterval) and _ResourceId in (RightSizeInstanceIds) +| where ObjectName == 'Processor' and CounterName == '% Processor Time' and InstanceName == '_Total' +| extend WorkspaceId = TenantId +| summarize hint.strategy=shuffle PCPUPercentage = percentile(CounterValue, cpuPercentileValue) by _ResourceId, WorkspaceId$processorPerfAdditionalWorkspaces; +let WindowsNetworkPerf = Perf +| where TimeGenerated > ago(perfInterval) and _ResourceId in (RightSizeInstanceIds) +| where CounterName == 'Bytes Total/sec' +| extend WorkspaceId = TenantId +| summarize hint.strategy=shuffle PCounter = percentile(CounterValue, networkPercentileValue) by InstanceName, _ResourceId, WorkspaceId +| summarize PNetwork = sum(PCounter) by _ResourceId, WorkspaceId$windowsNetworkPerfAdditionalWorkspaces; +let DiskPerf = Perf +| where TimeGenerated > ago(perfInterval) and _ResourceId in (RightSizeInstanceIds) +| where CounterName in ('Disk Reads/sec', 'Disk Writes/sec', 'Disk Read Bytes/sec', 'Disk Write Bytes/sec') and InstanceName !in ('_Total', 'D:', '/mnt/resource', '/mnt') +| extend WorkspaceId = TenantId +| summarize hint.strategy=shuffle PCounter = percentile(CounterValue, diskPercentileValue) by bin(TimeGenerated, perfTimeGrain), CounterName, InstanceName, _ResourceId, WorkspaceId +| summarize SumPCounter = sum(PCounter) by CounterName, TimeGenerated, _ResourceId, WorkspaceId +| summarize MaxPReadIOPS = maxif(SumPCounter, CounterName == 'Disk Reads/sec'), + MaxPWriteIOPS = maxif(SumPCounter, CounterName == 'Disk Writes/sec'), + MaxPReadMiBps = (maxif(SumPCounter, CounterName == 'Disk Read Bytes/sec') / 1024 / 1024), + MaxPWriteMiBps = (maxif(SumPCounter, CounterName == 'Disk Write Bytes/sec') / 1024 / 1024) by _ResourceId, WorkspaceId$diskPerfAdditionalWorkspaces; +$advisorTableName +| where todatetime(TimeGenerated) > ago(advisorInterval) and Category == 'Cost' +| extend AdvisorRecIdIndex = indexof(InstanceId_s, '/providers/microsoft.advisor/recommendations') +| extend InstanceName_s = iif(isnotempty(InstanceName_s),InstanceName_s,iif(AdvisorRecIdIndex > 0, split(substring(InstanceId_s, 0, AdvisorRecIdIndex),'/')[-1], split(InstanceId_s,'/')[-1])) +| distinct InstanceId_s, InstanceName_s, Description_s, SubscriptionGuid_g, TenantGuid_g, ResourceGroup, Cloud_s, AdditionalInfo_s, RecommendationText_s, ImpactedArea_s, Impact_s, RecommendationTypeId_g, Tags_s +| join kind=leftouter ( + $consumptionTableName + | where todatetime(Date_s) between (stime..etime) + | extend VMConsumedQuantity = iif(ResourceId contains 'virtualmachines' and MeterCategory_s == 'Virtual Machines', todouble(Quantity_s), 0.0) + | extend VMPrice = iif(ResourceId contains 'virtualmachines' and MeterCategory_s == 'Virtual Machines', todouble(EffectivePrice_s), 0.0) + | extend FinalCost = iif(ResourceId contains 'virtualmachines', VMPrice * VMConsumedQuantity, todouble(CostInBillingCurrency_s)) + | extend InstanceId_s = tolower(ResourceId) + | summarize Last30DaysCost = sum(FinalCost), Last30DaysQuantity = sum(VMConsumedQuantity) by InstanceId_s +) on InstanceId_s +| join kind=leftouter ( + $vmsTableName + | where TimeGenerated > ago(1d) + | distinct InstanceId_s, NicCount_s, DataDiskCount_s +) on InstanceId_s +| where RecommendationTypeId_g != rightSizeRecommendationId or (RecommendationTypeId_g == rightSizeRecommendationId and toint(NicCount_s) >= 0 and toint(DataDiskCount_s) >= 0) +| join kind=leftouter hint.strategy=broadcast ( MemoryPerf ) on `$left.InstanceId_s == `$right._ResourceId +| join kind=leftouter hint.strategy=broadcast ( ProcessorPerf ) on `$left.InstanceId_s == `$right._ResourceId +| join kind=leftouter hint.strategy=broadcast ( WindowsNetworkPerf ) on `$left.InstanceId_s == `$right._ResourceId +| join kind=leftouter hint.strategy=broadcast ( DiskPerf ) on `$left.InstanceId_s == `$right._ResourceId +| extend MaxPIOPS = MaxPReadIOPS + MaxPWriteIOPS, MaxPMiBps = MaxPReadMiBps + MaxPWriteMiBps +| extend PNetworkMbps = PNetwork * 8 / 1000 / 1000 +| distinct Last30DaysCost, Last30DaysQuantity, InstanceId_s, InstanceName_s, Description_s, SubscriptionGuid_g, TenantGuid_g, ResourceGroup, Cloud_s, AdditionalInfo_s, RecommendationText_s, ImpactedArea_s, Impact_s, RecommendationTypeId_g, NicCount_s, DataDiskCount_s, PMemoryPercentage, PCPUPercentage, PNetworkMbps, MaxPIOPS, MaxPMiBps, Tags_s, WorkspaceId +| join kind=leftouter ( + $subscriptionsTableName + | where TimeGenerated > ago(1d) + | where ContainerType_s =~ 'microsoft.resources/subscriptions' + | project SubscriptionGuid_g, SubscriptionName = ContainerName_s +) on SubscriptionGuid_g +"@ + +Write-Output "Will run the following query (use this query against the LA workspace for troubleshooting): $baseQuery" + +Write-Output "Getting cost recommendations for $($daysBackwards)d Advisor and $($perfDaysBackwards)d Perf history and a $perfTimeGrain time grain..." + +try +{ + $queryResults = Invoke-AzOperationalInsightsQuery -WorkspaceId $workspaceId -Query $baseQuery -Timespan (New-TimeSpan -Days $recommendationSearchTimeSpan) -Wait 600 -IncludeStatistics + if ($queryResults) + { + $results = [System.Linq.Enumerable]::ToArray($queryResults.Results) + } +} +catch +{ + Write-Warning -Message "Query failed. Debug the following query in the AOE Log Analytics workspace: $baseQuery" + Write-Warning -Message $error[0] + throw "Execution aborted" +} + +Write-Output "Query finished with $($results.Count) results." + +Write-Output "Query statistics: $($queryResults.Statistics.query)" + +# Build the recommendations objects + +$recommendations = @() +$datetime = (get-date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyy-MM-ddTHH:mm:00.000Z") + +$skuPricesFound = @{} + +Write-Output "Generating fit score..." + +foreach ($result in $results) { + + if ($filters | Where-Object { $_.RecommendationSubTypeId -eq $result.RecommendationTypeId_g}) + { + continue + } + + $queryInstanceId = $result.InstanceId_s + + $tags = @{} + + if (-not([string]::IsNullOrEmpty($result.Tags_s))) + { + $tagPairs = $result.Tags_s.Substring(2, $result.Tags_s.Length - 3).Split(';') + foreach ($tagPairString in $tagPairs) + { + $tagPair = $tagPairString.Split('=') + if (-not([string]::IsNullOrEmpty($tagPair[0])) -and -not([string]::IsNullOrEmpty($tagPair[1]))) + { + $tagName = $tagPair[0].Trim() + $tagValue = $tagPair[1].Trim() + $tags[$tagName] = $tagValue + } + } + } + + $additionalInfoDictionary = @{} + if (-not([string]::IsNullOrEmpty($result.AdditionalInfo_s))) + { + ($result.AdditionalInfo_s | ConvertFrom-Json).PsObject.Properties | ForEach-Object { $additionalInfoDictionary[$_.Name] = $_.Value } + } + + # Fixing reservation model inconsistencies + if (-not([string]::IsNullOrEmpty($additionalInfoDictionary["location"]))) + { + $additionalInfoDictionary["region"] = $additionalInfoDictionary["location"] + } + if (-not([string]::IsNullOrEmpty($additionalInfoDictionary["targetResourceCount"]))) + { + $additionalInfoDictionary["qty"] = $additionalInfoDictionary["targetResourceCount"] + } + if (-not([string]::IsNullOrEmpty($additionalInfoDictionary["vmSize"]))) + { + $additionalInfoDictionary["displaySKU"] = $additionalInfoDictionary["vmSize"] + } + + $additionalInfoDictionary["CostsAmount"] = [double] $result.Last30DaysCost + + $fitScore = 5 + $hasCpuRamPerfMetrics = $false + + if ($additionalInfoDictionary.targetSku -and $result.RecommendationTypeId_g -eq $rightSizeRecommendationId) { + $additionalInfoDictionary["SupportsDataDisksCount"] = "true" + $additionalInfoDictionary["DataDiskCount"] = "$($result.DataDiskCount_s)" + $additionalInfoDictionary["SupportsNICCount"] = "true" + $additionalInfoDictionary["NicCount"] = "$($result.NicCount_s)" + $additionalInfoDictionary["SupportsIOPS"] = "true" + $additionalInfoDictionary["MetricIOPS"] = "$($result.MaxPIOPS)" + $additionalInfoDictionary["SupportsMiBps"] = "true" + $additionalInfoDictionary["MetricMiBps"] = "$($result.MaxPMiBps)" + $additionalInfoDictionary["BelowCPUThreshold"] = "true" + $additionalInfoDictionary["MetricCPUPercentage"] = "$($result.PCPUPercentage)" + $additionalInfoDictionary["BelowMemoryThreshold"] = "true" + $additionalInfoDictionary["MetricMemoryPercentage"] = "$($result.PMemoryPercentage)" + $additionalInfoDictionary["BelowNetworkThreshold"] = "true" + $additionalInfoDictionary["MetricNetworkMbps"] = "$($result.PNetworkMbps)" + + $targetSku = $null + if ($additionalInfoDictionary.targetSku -ne "Shutdown") { + $currentSku = $skus | Where-Object { $_.Name -eq $additionalInfoDictionary.currentSku } + $currentSkuvCPUs = [int]($currentSku.Capabilities | Where-Object { $_.Name -eq 'vCPUsAvailable' }).Value + $targetSku = $skus | Where-Object { $_.Name -eq $additionalInfoDictionary.targetSku } + $targetSkuvCPUs = [int]($targetSku.Capabilities | Where-Object { $_.Name -eq 'vCPUsAvailable' }).Value + $targetMaxDataDiskCount = [int]($targetSku.Capabilities | Where-Object { $_.Name -eq 'MaxDataDiskCount' }).Value + if ($targetMaxDataDiskCount -gt 0) { + if (-not([string]::isNullOrEmpty($result.DataDiskCount_s))) { + if ([int]$result.DataDiskCount_s -gt $targetMaxDataDiskCount) { + $fitScore = 1 + $additionalInfoDictionary["SupportsDataDisksCount"] = "false:needs$($result.DataDiskCount_s)-max$targetMaxDataDiskCount" + } + } + else { + $fitScore -= 1 + $additionalInfoDictionary["SupportsDataDisksCount"] = "unknown:max$targetMaxDataDiskCount" + } + } + else { + $fitScore -= 1 + $additionalInfoDictionary["SupportsDataDisksCount"] = "unknown:needs$($result.DataDiskCount_s)" + } + $targetMaxNICCount = [int]($targetSku.Capabilities | Where-Object { $_.Name -eq 'MaxNetworkInterfaces' }).Value + if ($targetMaxNICCount -gt 0) { + if (-not([string]::isNullOrEmpty($result.NicCount_s))) { + if ([int]$result.NicCount_s -gt $targetMaxNICCount) { + $fitScore = 1 + $additionalInfoDictionary["SupportsNICCount"] = "false:needs$($result.NicCount_s)-max$targetMaxNICCount" + } + } + else { + $fitScore -= 1 + $additionalInfoDictionary["SupportsNICCount"] = "unknown:max$targetMaxNICCount" + } + } + else { + $fitScore -= 1 + $additionalInfoDictionary["SupportsNICCount"] = "unknown:needs$($result.NicCount_s)" + } + $targetUncachedDiskIOPS = [int]($targetSku.Capabilities | Where-Object { $_.Name -eq 'UncachedDiskIOPS' }).Value + if ($targetUncachedDiskIOPS -gt 0) { + if (-not([string]::isNullOrEmpty($result.MaxPIOPS))) { + if ([double]$result.MaxPIOPS -ge [double]$targetUncachedDiskIOPS) { + $fitScore -= 1 + $additionalInfoDictionary["SupportsIOPS"] = "false:needs$($result.MaxPIOPS)-max$targetUncachedDiskIOPS" + } + } + else { + $fitScore -= 0.5 + $additionalInfoDictionary["SupportsIOPS"] = "unknown:max$targetUncachedDiskIOPS" + } + } + else { + $fitScore -= 1 + $additionalInfoDictionary["SupportsIOPS"] = "unknown:needs$($result.MaxPIOPS)" + } + $targetUncachedDiskMiBps = [double]([int]($targetSku.Capabilities | Where-Object { $_.Name -eq 'UncachedDiskBytesPerSecond' }).Value) / 1024 / 1024 + if ($targetUncachedDiskMiBps -gt 0) { + if (-not([string]::isNullOrEmpty($result.MaxPMiBps))) { + if ([double]$result.MaxPMiBps -ge $targetUncachedDiskMiBps) { + $fitScore -= 1 + $additionalInfoDictionary["SupportsMiBps"] = "false:needs$($result.MaxPMiBps)-max$targetUncachedDiskMiBps" + } + } + else { + $fitScore -= 0.5 + $additionalInfoDictionary["SupportsMiBps"] = "unknown:max$targetUncachedDiskMiBps" + } + } + else { + $additionalInfoDictionary["SupportsMiBps"] = "unknown:needs$($result.MaxPMiBps)" + } + + $savingCoefficient = [double] $currentSkuvCPUs / $targetSkuvCPUs + + if ($savingCoefficient -gt 1) + { + $targetSkuSavingsMonthly = [double]$result.Last30DaysCost - ([double]$result.Last30DaysCost / $savingCoefficient) + } + else + { + $targetSkuSavingsMonthly = [double]$result.Last30DaysCost / 2 + } + + if ($targetSku -and $null -eq $skuPricesFound[$targetSku.Name]) + { + $skuPricesFound[$targetSku.Name] = Find-SkuHourlyPrice -SKUName $targetSku.Name -SKUPriceSheet $pricesheetEntries + } + + $tentativeTargetSkuSavingsMonthly = -1 + + if ($targetSku -and $skuPricesFound[$targetSku.Name] -gt 0 -and $skuPricesFound[$targetSku.Name] -lt [double]::MaxValue) + { + $targetSkuPrice = $skuPricesFound[$targetSku.Name] + + if ($null -eq $skuPricesFound[$currentSku.Name]) + { + $skuPricesFound[$currentSku.Name] = Find-SkuHourlyPrice -SKUName $currentSku.Name -SKUPriceSheet $pricesheetEntries + } + + if ($skuPricesFound[$currentSku.Name] -gt 0) + { + $currentSkuPrice = $skuPricesFound[$currentSku.Name] + $tentativeTargetSkuSavingsMonthly = ($currentSkuPrice * [double] $result.Last30DaysQuantity) - ($targetSkuPrice * [double] $result.Last30DaysQuantity) + } + else + { + $tentativeTargetSkuSavingsMonthly = [double]$result.Last30DaysCost - ($targetSkuPrice * [double] $result.Last30DaysQuantity) + } + } + + if ($tentativeTargetSkuSavingsMonthly -ge 0) + { + $targetSkuSavingsMonthly = $tentativeTargetSkuSavingsMonthly + } + + if ($targetSkuSavingsMonthly -eq [double]::PositiveInfinity) + { + $targetSkuSavingsMonthly = [double] $result.Last30DaysCost / 2 + } + + $savingsMonthly = $targetSkuSavingsMonthly + + } + else + { + $savingsMonthly = [double]$result.Last30DaysCost + } + + $cpuThreshold = $cpuPercentageThreshold + $memoryThreshold = $memoryPercentageThreshold + $networkThreshold = $networkMpbsThreshold + if ($additionalInfoDictionary.targetSku -eq "Shutdown") { + $cpuThreshold = $cpuPercentageShutdownThreshold + $memoryThreshold = $memoryPercentageShutdownThreshold + $networkThreshold = $networkMpbsShutdownThreshold + } + + if (-not([string]::isNullOrEmpty($result.PCPUPercentage))) { + if ([double]$result.PCPUPercentage -ge [double]$cpuThreshold) { + $fitScore -= 0.5 + $additionalInfoDictionary["BelowCPUThreshold"] = "false:needs$($result.PCPUPercentage)-max$cpuThreshold" + } + $hasCpuRamPerfMetrics = $true + } + else { + $fitScore -= 0.5 + $additionalInfoDictionary["BelowCPUThreshold"] = "unknown:max$cpuThreshold" + } + if (-not([string]::isNullOrEmpty($result.PMemoryPercentage))) { + if ([double]$result.PMemoryPercentage -ge [double]$memoryThreshold) { + $fitScore -= 0.5 + $additionalInfoDictionary["BelowMemoryThreshold"] = "false:needs$($result.PMemoryPercentage)-max$memoryThreshold" + } + $hasCpuRamPerfMetrics = $true + } + else { + $fitScore -= 0.5 + $additionalInfoDictionary["BelowMemoryThreshold"] = "unknown:max$memoryThreshold" + } + if (-not([string]::isNullOrEmpty($result.PNetworkMbps))) { + if ([double]$result.PNetworkMbps -ge [double]$networkThreshold) { + $fitScore -= 0.1 + $additionalInfoDictionary["BelowNetworkThreshold"] = "false:needs$($result.PNetworkMbps)-max$networkThreshold" + } + } + else { + $fitScore -= 0.1 + $additionalInfoDictionary["BelowNetworkThreshold"] = "unknown:max$networkThreshold" + } + + $fitScore = [Math]::max(0.0, $fitScore) + } + else + { + if (-not([string]::IsNullOrEmpty($additionalInfoDictionary["annualSavingsAmount"]))) + { + $savingsMonthly = [double] $additionalInfoDictionary["annualSavingsAmount"] / 12 + } + else + { + if ($result.RecommendationTypeId_g -eq $rightSizeRecommendationId) + { + $savingsMonthly = [double] $result.Last30DaysCost + } + else + { + $savingsMonthly = 0.0 # unknown + } + } + } + + $additionalInfoDictionary["savingsAmount"] = [double] $savingsMonthly + + $queryInstanceId = $result.InstanceId_s + if (-not($hasCpuRamPerfMetrics)) + { + switch ($result.Cloud_s) + { + "AzureCloud" { $azureTld = "com" } + "AzureChinaCloud" { $azureTld = "cn" } + "AzureUSGovernment" { $azureTld = "us" } + default { $azureTld = "com" } + } + + $detailsURL = "https://portal.azure.$azureTld/#@$($result.TenantGuid_g)/resource/$queryInstanceId/overview" + } + else + { + $queryWorkspace = "" + if (-not([string]::IsNullOrEmpty($result.WorkspaceId)) -and $result.WorkspaceId -ne $workspaceId) + { + $queryWorkspace = "workspace('$($result.WorkspaceId)')." + } + + $queryText = @" + let perfInterval = $($perfDaysBackwards)d; + let armId = tolower(`'$queryInstanceId`'); + let gInt = $perfTimeGrain; + let LinuxMemoryPerf = $($queryWorkspace)Perf + | where TimeGenerated > ago(perfInterval) + | where CounterName == '% Used Memory' and _ResourceId =~ armId + | project TimeGenerated, MemoryPercentage = CounterValue; + let WindowsMemoryPerf = $($queryWorkspace)Perf + | where TimeGenerated > ago(perfInterval) + | where CounterName == 'Available MBytes' and _ResourceId =~ armId + | extend MemoryAvailableMBs = CounterValue, InstanceId = tolower(_ResourceId) + | project TimeGenerated, MemoryAvailableMBs, InstanceId; + let MemoryPerf = WindowsMemoryPerf + | join kind=inner ( + $vmsTableName + | where TimeGenerated > ago(1d) + | extend InstanceId = tolower(InstanceId_s) + | distinct InstanceId, MemoryMB_s + ) on InstanceId + | extend MemoryPercentage = todouble(toint(MemoryMB_s) - toint(MemoryAvailableMBs)) / todouble(MemoryMB_s) * 100 + | project TimeGenerated, MemoryPercentage + | union LinuxMemoryPerf + | summarize P$($memoryPercentile)MemoryPercentage = percentile(MemoryPercentage, $memoryPercentile) by bin(TimeGenerated, gInt); + let ProcessorPerf = $($queryWorkspace)Perf + | where TimeGenerated > ago(perfInterval) + | where CounterName == '% Processor Time' and InstanceName == '_Total' and _ResourceId =~ armId + | summarize P$($cpuPercentile)CPUPercentage = percentile(CounterValue, $cpuPercentile) by bin(TimeGenerated, gInt); + MemoryPerf + | join kind=inner (ProcessorPerf) on TimeGenerated + | render timechart +"@ + + switch ($cloudEnvironment) + { + "AzureCloud" { $azureTld = "com" } + "AzureChinaCloud" { $azureTld = "cn" } + "AzureUSGovernment" { $azureTld = "us" } + default { $azureTld = "com" } + } + + $encodedQuery = [System.Uri]::EscapeDataString($queryText) + $detailsQueryStart = $datetime.AddDays(-30).ToString("yyyy-MM-dd") + $detailsQueryEnd = $datetime.AddDays(8).ToString("yyyy-MM-dd") + $detailsURL = "https://portal.azure.$azureTld#@$workspaceTenantId/blade/Microsoft_Azure_Monitoring_Logs/LogsBlade/resourceId/%2Fsubscriptions%2F$workspaceSubscriptionId%2Fresourcegroups%2F$workspaceRG%2Fproviders%2Fmicrosoft.operationalinsights%2Fworkspaces%2F$workspaceName/source/LogsBlade.AnalyticsShareLinkToQuery/query/$encodedQuery/timespan/$($detailsQueryStart)T00%3A00%3A00.000Z%2F$($detailsQueryEnd)T00%3A00%3A00.000Z" + } + + $recommendation = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $result.Cloud_s + Category = "Cost" + ImpactedArea = $result.ImpactedArea_s + Impact = $result.Impact_s + RecommendationType = "Saving" + RecommendationSubType = "AdvisorCost" + RecommendationSubTypeId = $result.RecommendationTypeId_g + RecommendationDescription = $result.Description_s + RecommendationAction = $result.RecommendationText_s + InstanceId = $result.InstanceId_s + InstanceName = $result.InstanceName_s + AdditionalInfo = $additionalInfoDictionary + ResourceGroup = $result.ResourceGroup + SubscriptionGuid = $result.SubscriptionGuid_g + SubscriptionName = $result.SubscriptionName + TenantGuid = $result.TenantGuid_g + FitScore = $fitScore + Tags = $tags + DetailsURL = $detailsURL + } + + $recommendations += $recommendation +} + +# Export the recommendations as JSON to blob storage + +Write-Output "Exporting final $($recommendations.Count) results as a JSON file..." + +$fileDate = $datetime.ToString("yyyyMMdd") +$jsonExportPath = "advisor-cost-augmented-$fileDate.json" +$recommendations | ConvertTo-Json | Out-File $jsonExportPath + +Write-Output "Uploading $jsonExportPath to blob storage..." + +$jsonBlobName = $jsonExportPath +$jsonProperties = @{"ContentType" = "application/json" }; +Set-AzStorageBlobContent -File $jsonExportPath -Container $storageAccountSinkContainer -Properties $jsonProperties -Blob $jsonBlobName -Context $saCtx -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Uploaded $jsonBlobName to Blob Storage..." + +Remove-Item -Path $jsonExportPath -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Removed $jsonExportPath from local disk..." diff --git a/docs/deploy/optimization-engine/0.8/runbooks/recommendations/Recommend-AppServiceOptimizationsToBlobStorage.ps1 b/docs/deploy/optimization-engine/0.8/runbooks/recommendations/Recommend-AppServiceOptimizationsToBlobStorage.ps1 new file mode 100644 index 000000000..2fb7f26b7 --- /dev/null +++ b/docs/deploy/optimization-engine/0.8/runbooks/recommendations/Recommend-AppServiceOptimizationsToBlobStorage.ps1 @@ -0,0 +1,695 @@ +$ErrorActionPreference = "Stop" + +# Collect generic and recommendation-specific variables + +$cloudEnvironment = Get-AutomationVariable -Name "AzureOptimization_CloudEnvironment" -ErrorAction SilentlyContinue # AzureCloud|AzureChinaCloud +if ([string]::IsNullOrEmpty($cloudEnvironment)) +{ + $cloudEnvironment = "AzureCloud" +} +$authenticationOption = Get-AutomationVariable -Name "AzureOptimization_AuthenticationOption" -ErrorAction SilentlyContinue # ManagedIdentity|UserAssignedManagedIdentity +if ([string]::IsNullOrEmpty($authenticationOption)) +{ + $authenticationOption = "ManagedIdentity" +} +if ($authenticationOption -eq "UserAssignedManagedIdentity") +{ + $uamiClientID = Get-AutomationVariable -Name "AzureOptimization_UAMIClientID" +} + +$workspaceId = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceId" +$workspaceName = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceName" +$workspaceRG = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceRG" +$workspaceSubscriptionId = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceSubId" +$workspaceTenantId = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceTenantId" + +$storageAccountSink = Get-AutomationVariable -Name "AzureOptimization_StorageSink" + + +$storageAccountSinkContainer = Get-AutomationVariable -Name "AzureOptimization_RecommendationsContainer" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($storageAccountSinkContainer)) { + $storageAccountSinkContainer = "recommendationsexports" +} + +$lognamePrefix = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsLogPrefix" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($lognamePrefix)) +{ + $lognamePrefix = "AzureOptimization" +} + +$sqlserver = Get-AutomationVariable -Name "AzureOptimization_SQLServerHostname" +$sqldatabase = Get-AutomationVariable -Name "AzureOptimization_SQLServerDatabase" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($sqldatabase)) +{ + $sqldatabase = "azureoptimization" +} + +$deploymentDate = Get-AutomationVariable -Name "AzureOptimization_DeploymentDate" # yyyy-MM-dd format +$deploymentDate = $deploymentDate.Replace('"', "") + +$perfDaysBackwards = [int] (Get-AutomationVariable -Name "AzureOptimization_RecommendPerfPeriodInDays" -ErrorAction SilentlyContinue) +if (-not($perfDaysBackwards -gt 0)) { + $perfDaysBackwards = 7 +} + +$perfTimeGrain = Get-AutomationVariable -Name "AzureOptimization_RecommendPerfTimeGrain" -ErrorAction SilentlyContinue +if (-not($perfTimeGrain)) { + $perfTimeGrain = "1h" +} + +# percentiles variables +$cpuPercentile = [int] (Get-AutomationVariable -Name "AzureOptimization_PerfPercentileCpu" -ErrorAction SilentlyContinue) +if (-not($cpuPercentile -gt 0)) { + $cpuPercentile = 99 +} +$memoryPercentile = [int] (Get-AutomationVariable -Name "AzureOptimization_PerfPercentileMemory" -ErrorAction SilentlyContinue) +if (-not($memoryPercentile -gt 0)) { + $memoryPercentile = 99 +} + +# perf thresholds variables +$cpuPercentageThreshold = [int] (Get-AutomationVariable -Name "AzureOptimization_PerfThresholdCpuPercentage" -ErrorAction SilentlyContinue) +if (-not($cpuPercentageThreshold -gt 0)) { + $cpuPercentageThreshold = 30 +} +$memoryPercentageThreshold = [int] (Get-AutomationVariable -Name "AzureOptimization_PerfThresholdMemoryPercentage" -ErrorAction SilentlyContinue) +if (-not($memoryPercentageThreshold -gt 0)) { + $memoryPercentageThreshold = 50 +} +$cpuDegradedMaxPercentageThreshold = [int] (Get-AutomationVariable -Name "AzureOptimization_PerfThresholdCpuDegradedMaxPercentage" -ErrorAction SilentlyContinue) +if (-not($cpuDegradedMaxPercentageThreshold -gt 0)) { + $cpuDegradedMaxPercentageThreshold = 95 +} +$cpuDegradedAvgPercentageThreshold = [int] (Get-AutomationVariable -Name "AzureOptimization_PerfThresholdCpuDegradedAvgPercentage" -ErrorAction SilentlyContinue) +if (-not($cpuDegradedAvgPercentageThreshold -gt 0)) { + $cpuDegradedAvgPercentageThreshold = 75 +} +$memoryDegradedPercentageThreshold = [int] (Get-AutomationVariable -Name "AzureOptimization_PerfThresholdMemoryDegradedPercentage" -ErrorAction SilentlyContinue) +if (-not($memoryDegradedPercentageThreshold -gt 0)) { + $memoryDegradedPercentageThreshold = 90 +} + +$consumptionOffsetDays = [int] (Get-AutomationVariable -Name "AzureOptimization_ConsumptionOffsetDays") +$consumptionOffsetDaysStart = $consumptionOffsetDays + 1 + +$SqlTimeout = 120 +$LogAnalyticsIngestControlTable = "LogAnalyticsIngestControl" + +# Authenticate against Azure + +"Logging in to Azure with $authenticationOption..." + +switch ($authenticationOption) { + "UserAssignedManagedIdentity" { + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment -AccountId $uamiClientID + break + } + Default { #ManagedIdentity + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment + break + } +} + +$cloudDetails = Get-AzEnvironment -Name $CloudEnvironment +$azureSqlDomain = $cloudDetails.SqlDatabaseDnsSuffix.Substring(1) + +Write-Output "Finding tables where recommendations will be generated from..." + +$tries = 0 +$connectionSuccess = $false +do { + $tries++ + try { + $dbToken = Get-AzAccessToken -ResourceUrl "https://$azureSqlDomain/" + $Conn = New-Object System.Data.SqlClient.SqlConnection("Server=tcp:$sqlserver,1433;Database=$sqldatabase;Encrypt=True;Connection Timeout=$SqlTimeout;") + $Conn.AccessToken = $dbToken.Token + $Conn.Open() + $Cmd=new-object system.Data.SqlClient.SqlCommand + $Cmd.Connection = $Conn + $Cmd.CommandTimeout = $SqlTimeout + $Cmd.CommandText = "SELECT * FROM [dbo].[$LogAnalyticsIngestControlTable] WHERE CollectedType IN ('AppServicePlans','MonitorMetrics','AzureConsumption','ARGResourceContainers')" + + $sqlAdapter = New-Object System.Data.SqlClient.SqlDataAdapter + $sqlAdapter.SelectCommand = $Cmd + $controlRows = New-Object System.Data.DataTable + $sqlAdapter.Fill($controlRows) | Out-Null + $connectionSuccess = $true + } + catch { + Write-Output "Failed to contact SQL at try $tries." + Write-Output $Error[0] + Start-Sleep -Seconds ($tries * 20) + } +} while (-not($connectionSuccess) -and $tries -lt 3) + +if (-not($connectionSuccess)) +{ + throw "Could not establish connection to SQL." +} + +$appServicePlansTableName = $lognamePrefix + ($controlRows | Where-Object { $_.CollectedType -eq 'AppServicePlans' }).LogAnalyticsSuffix + "_CL" +$metricsTableName = $lognamePrefix + ($controlRows | Where-Object { $_.CollectedType -eq 'MonitorMetrics' }).LogAnalyticsSuffix + "_CL" +$consumptionTableName = $lognamePrefix + ($controlRows | Where-Object { $_.CollectedType -eq 'AzureConsumption' }).LogAnalyticsSuffix + "_CL" +$subscriptionsTableName = $lognamePrefix + ($controlRows | Where-Object { $_.CollectedType -eq 'ARGResourceContainers' }).LogAnalyticsSuffix + "_CL" + +Write-Output "Will run query against tables $appServicePlansTableName, $subscriptionsTableName, $metricsTableName and $consumptionTableName" + +$Conn.Close() +$Conn.Dispose() + +$recommendationSearchTimeSpan = 30 + $consumptionOffsetDaysStart + +# Grab a context reference to the Storage Account where the recommendations file will be stored + + +$saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -UseConnectedAccount -Environment $cloudEnvironment + +if ($workspaceSubscriptionId -ne $storageAccountSinkSubscriptionId) +{ + Select-AzSubscription -SubscriptionId $workspaceSubscriptionId +} + +$recommendationsErrors = 0 + +# Execute the recommendation query against Log Analytics +Write-Output "Looking for underused App Service Plans, with less than $cpuPercentageThreshold% CPU and $memoryPercentageThreshold% RAM usage..." + +$baseQuery = @" + let billingInterval = 30d; + let perfInterval = $($perfDaysBackwards)d; + let cpuPercentileValue = $cpuPercentile; + let memoryPercentileValue = $memoryPercentile; + let etime = todatetime(toscalar($consumptionTableName | where todatetime(Date_s) < now() and todatetime(Date_s) > ago(30d) | summarize max(todatetime(Date_s)))); + let stime = etime-billingInterval; + + let BilledPlans = $consumptionTableName + | where todatetime(Date_s) between (stime..etime) and ResourceId has 'microsoft.web/serverfarms' + | extend ConsumedQuantity = todouble(Quantity_s) + | extend FinalCost = todouble(EffectivePrice_s) * ConsumedQuantity + | extend InstanceId_s = tolower(ResourceId) + | summarize Last30DaysCost = sum(FinalCost), Last30DaysQuantity = sum(ConsumedQuantity) by InstanceId_s; + + let ProcessorPerf = $metricsTableName + | where TimeGenerated > ago(perfInterval) + | where ResourceId has 'microsoft.web/serverfarms' + | where MetricNames_s == "CpuPercentage" and AggregationType_s == 'Maximum' + | extend InstanceId_s = ResourceId + | summarize PCPUPercentage = percentile(todouble(MetricValue_s), cpuPercentileValue) by InstanceId_s; + + let MemoryPerf = $metricsTableName + | where TimeGenerated > ago(perfInterval) + | where ResourceId has 'microsoft.web/serverfarms' + | where MetricNames_s == "MemoryPercentage" and AggregationType_s == 'Maximum' + | extend InstanceId_s = ResourceId + | summarize PMemoryPercentage = percentile(todouble(MetricValue_s), memoryPercentileValue) by InstanceId_s; + + $appServicePlansTableName + | where TimeGenerated > ago(1d) and ComputeMode_s == 'Dedicated' and SkuTier_s != 'Free' + | distinct InstanceId_s, AppServicePlanName_s, ResourceGroupName_s, SubscriptionGuid_g, Cloud_s, TenantGuid_g, SkuSize_s, NumberOfWorkers_s, Tags_s + | join kind=inner ( BilledPlans ) on InstanceId_s + | join kind=leftouter ( MemoryPerf ) on InstanceId_s + | join kind=leftouter ( ProcessorPerf ) on InstanceId_s + | project InstanceId_s, AppServicePlan = AppServicePlanName_s, ResourceGroup = ResourceGroupName_s, SubscriptionId = SubscriptionGuid_g, Cloud_s, TenantGuid_g, SkuSize_s, NumberOfWorkers_s, PMemoryPercentage, PCPUPercentage, Tags_s, Last30DaysCost, Last30DaysQuantity + | join kind=leftouter ( + $subscriptionsTableName + | where TimeGenerated > ago(1d) + | where ContainerType_s =~ 'microsoft.resources/subscriptions' + | project SubscriptionId = SubscriptionGuid_g, SubscriptionName = ContainerName_s + ) on SubscriptionId + | where isnotempty(PMemoryPercentage) and isnotempty(PCPUPercentage) and PMemoryPercentage < $memoryPercentageThreshold and PCPUPercentage < $cpuPercentageThreshold +"@ + +try +{ + $queryResults = Invoke-AzOperationalInsightsQuery -WorkspaceId $workspaceId -Query $baseQuery -Timespan (New-TimeSpan -Days $recommendationSearchTimeSpan) -Wait 600 -IncludeStatistics + if ($queryResults) + { + $results = [System.Linq.Enumerable]::ToArray($queryResults.Results) + } +} +catch +{ + Write-Warning -Message "Query failed. Debug the following query in the AOE Log Analytics workspace: $baseQuery" + Write-Warning -Message $error[0] + $recommendationsErrors++ +} + +Write-Output "Query finished with $($results.Count) results." + +Write-Output "Query statistics: $($queryResults.Statistics.query)" + +# Build the recommendations objects + +$recommendations = @() +$datetime = (get-date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyy-MM-ddTHH:mm:00.000Z") + +foreach ($result in $results) +{ + $queryInstanceId = $result.InstanceId_s + $queryText = @" +let perfInterval = $($perfDaysBackwards)d; +let armId = `'$queryInstanceId`'; +let gInt = $perfTimeGrain; +let MemoryPerf = $metricsTableName +| where TimeGenerated > ago(perfInterval) +| extend CollectedDate = todatetime(strcat(format_datetime(TimeGenerated, 'yyyy-MM-dd'),'T',format_datetime(TimeGenerated, 'HH'),':00:00Z')) +| where ResourceId == armId +| where MetricNames_s == 'MemoryPercentage' and AggregationType_s == 'Maximum' +| extend MemoryPercentage = todouble(MetricValue_s) +| summarize percentile(MemoryPercentage, $memoryPercentile) by bin(CollectedDate, gInt); +let ProcessorPerf = $metricsTableName +| where TimeGenerated > ago(perfInterval) +| extend CollectedDate = todatetime(strcat(format_datetime(TimeGenerated, 'yyyy-MM-dd'),'T',format_datetime(TimeGenerated, 'HH'),':00:00Z')) +| where ResourceId == armId +| where MetricNames_s == 'CpuPercentage' and AggregationType_s == 'Maximum' +| extend ProcessorPercentage = todouble(MetricValue_s) +| summarize percentile(ProcessorPercentage, $cpuPercentile) by bin(CollectedDate, gInt); +MemoryPerf +| join kind=inner (ProcessorPerf) on CollectedDate +| render timechart +"@ + + $encodedQuery = [System.Uri]::EscapeDataString($queryText) + $detailsQueryStart = $datetime.AddDays(-30).ToString("yyyy-MM-dd") + $detailsQueryEnd = $datetime.AddDays(8).ToString("yyyy-MM-dd") + switch ($cloudEnvironment) + { + "AzureCloud" { $azureTld = "com" } + "AzureChinaCloud" { $azureTld = "cn" } + "AzureUSGovernment" { $azureTld = "us" } + default { $azureTld = "com" } + } + $detailsURL = "https://portal.azure.$azureTld#@$workspaceTenantId/blade/Microsoft_Azure_Monitoring_Logs/LogsBlade/resourceId/%2Fsubscriptions%2F$workspaceSubscriptionId%2Fresourcegroups%2F$workspaceRG%2Fproviders%2Fmicrosoft.operationalinsights%2Fworkspaces%2F$workspaceName/source/LogsBlade.AnalyticsShareLinkToQuery/query/$encodedQuery/timespan/$($detailsQueryStart)T00%3A00%3A00.000Z%2F$($detailsQueryEnd)T00%3A00%3A00.000Z" + + $additionalInfoDictionary = @{} + + $additionalInfoDictionary["currentSku"] = "$($result.SkuSize_s)" + $additionalInfoDictionary["InstanceCount"] = [int] $result.NumberOfWorkers_s + $additionalInfoDictionary["MetricCPUPercentage"] = "$($result.PCPUPercentage)" + $additionalInfoDictionary["MetricMemoryPercentage"] = "$($result.PMemoryPercentage)" + $additionalInfoDictionary["CostsAmount"] = [double] $result.Last30DaysCost + $additionalInfoDictionary["savingsAmount"] = ([double] $result.Last30DaysCost / 2) + + $fitScore = 5 + + $tags = @{} + + if (-not([string]::IsNullOrEmpty($result.Tags_s))) + { + $tagPairs = $result.Tags_s.Substring(2, $result.Tags_s.Length - 3).Split(';') + foreach ($tagPairString in $tagPairs) + { + $tagPair = $tagPairString.Split('=') + if (-not([string]::IsNullOrEmpty($tagPair[0])) -and -not([string]::IsNullOrEmpty($tagPair[1]))) + { + $tagName = $tagPair[0].Trim() + $tagValue = $tagPair[1].Trim() + $tags[$tagName] = $tagValue + } + } + } + + $recommendation = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $result.Cloud_s + Category = "Cost" + ImpactedArea = "Microsoft.Web/serverFarms" + Impact = "High" + RecommendationType = "Saving" + RecommendationSubType = "UnderusedAppServicePlans" + RecommendationSubTypeId = "042adaca-ebdf-49b4-bc1b-2800b6e40fea" + RecommendationDescription = "Underused App Service Plans (performance capacity waste)" + RecommendationAction = "Right-size underused App Service Plans or scale it in" + InstanceId = $result.InstanceId_s + InstanceName = $result.AppServicePlan + AdditionalInfo = $additionalInfoDictionary + ResourceGroup = $result.ResourceGroup + SubscriptionGuid = $result.SubscriptionId + SubscriptionName = $result.SubscriptionName + TenantGuid = $result.TenantGuid_g + FitScore = $fitScore + Tags = $tags + DetailsURL = $detailsURL + } + + $recommendations += $recommendation +} + +# Export the recommendations as JSON to blob storage + +$fileDate = $datetime.ToString("yyyy-MM-dd") +$jsonExportPath = "appserviceplans-underused-$fileDate.json" +$recommendations | ConvertTo-Json | Out-File $jsonExportPath + +$jsonBlobName = $jsonExportPath +$jsonProperties = @{"ContentType" = "application/json"}; +Set-AzStorageBlobContent -File $jsonExportPath -Container $storageAccountSinkContainer -Properties $jsonProperties -Blob $jsonBlobName -Context $saCtx -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Uploaded $jsonBlobName to Blob Storage..." + +Remove-Item -Path $jsonExportPath -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Removed $jsonExportPath from local disk..." + +Write-Output "Looking for performance constrained App Service Plans, with more than $cpuDegradedMaxPercentageThreshold% Max. CPU, $cpuDegradedAvgPercentageThreshold% Avg. CPU and $memoryDegradedPercentageThreshold% RAM usage..." + +$baseQuery = @" + let perfInterval = $($perfDaysBackwards)d; + + let MemoryPerf = $metricsTableName + | where TimeGenerated > ago(perfInterval) + | where ResourceId has 'microsoft.web/serverfarms' + | where MetricNames_s == "MemoryPercentage" and AggregationType_s == 'Average' and AggregationOfType_s == 'Maximum' + | extend InstanceId_s = ResourceId + | summarize PMemoryPercentage = avg(todouble(MetricValue_s)) by InstanceId_s; + + let ProcessorMaxPerf = $metricsTableName + | where TimeGenerated > ago(perfInterval) + | where ResourceId has 'microsoft.web/serverfarms' + | where MetricNames_s == "CpuPercentage" and AggregationType_s == 'Maximum' + | extend InstanceId_s = ResourceId + | summarize PCPUMaxPercentage = avg(todouble(MetricValue_s)) by InstanceId_s; + + let ProcessorAvgPerf = $metricsTableName + | where TimeGenerated > ago(perfInterval) + | where ResourceId has 'microsoft.web/serverfarms' + | where MetricNames_s == "CpuPercentage" and AggregationType_s == 'Average' and AggregationOfType_s == 'Maximum' + | extend InstanceId_s = ResourceId + | summarize PCPUAvgPercentage = avg(todouble(MetricValue_s)) by InstanceId_s; + + $appServicePlansTableName + | where TimeGenerated > ago(1d) and ComputeMode_s == 'Dedicated' and SkuTier_s != 'Free' + | distinct InstanceId_s, AppServicePlanName_s, ResourceGroupName_s, SubscriptionGuid_g, Cloud_s, TenantGuid_g, SkuSize_s, NumberOfWorkers_s, Tags_s + | join kind=leftouter ( MemoryPerf ) on InstanceId_s + | join kind=leftouter ( ProcessorMaxPerf ) on InstanceId_s + | join kind=leftouter ( ProcessorAvgPerf ) on InstanceId_s + | project InstanceId_s, AppServicePlan = AppServicePlanName_s, ResourceGroup = ResourceGroupName_s, SubscriptionId = SubscriptionGuid_g, Cloud_s, TenantGuid_g, SkuSize_s, NumberOfWorkers_s, PMemoryPercentage, PCPUMaxPercentage, PCPUAvgPercentage, Tags_s + | join kind=leftouter ( + $subscriptionsTableName + | where TimeGenerated > ago(1d) + | where ContainerType_s =~ 'microsoft.resources/subscriptions' + | project SubscriptionId = SubscriptionGuid_g, SubscriptionName = ContainerName_s + ) on SubscriptionId + | where isnotempty(PMemoryPercentage) and isnotempty(PCPUAvgPercentage) and isnotempty(PCPUMaxPercentage) and (PMemoryPercentage > $memoryDegradedPercentageThreshold or (PCPUMaxPercentage > $cpuDegradedMaxPercentageThreshold and PCPUAvgPercentage > $cpuDegradedAvgPercentageThreshold)) +"@ + +try +{ + $queryResults = Invoke-AzOperationalInsightsQuery -WorkspaceId $workspaceId -Query $baseQuery -Timespan (New-TimeSpan -Days $recommendationSearchTimeSpan) -Wait 600 -IncludeStatistics + if ($queryResults) + { + $results = [System.Linq.Enumerable]::ToArray($queryResults.Results) + } +} +catch +{ + Write-Warning -Message "Query failed. Debug the following query in the AOE Log Analytics workspace: $baseQuery" + Write-Warning -Message $error[0] + $recommendationsErrors++ +} + +Write-Output "Query finished with $($results.Count) results." + +Write-Output "Query statistics: $($queryResults.Statistics.query)" + +# Build the recommendations objects + +$recommendations = @() +$datetime = (get-date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyy-MM-ddTHH:mm:00.000Z") + +foreach ($result in $results) +{ + $queryInstanceId = $result.InstanceId_s + $queryText = @" +let perfInterval = $($perfDaysBackwards)d; +let armId = `'$queryInstanceId`'; +let gInt = $perfTimeGrain; +let MemoryPerf = $metricsTableName +| where TimeGenerated > ago(perfInterval) +| extend CollectedDate = todatetime(strcat(format_datetime(TimeGenerated, 'yyyy-MM-dd'),'T',format_datetime(TimeGenerated, 'HH'),':00:00Z')) +| where ResourceId == armId +| where MetricNames_s == 'MemoryPercentage' and AggregationType_s == 'Average' and AggregationOfType_s == 'Maximum' +| extend MemoryPercentage = todouble(MetricValue_s) +| summarize percentile(MemoryPercentage, $memoryPercentile) by bin(CollectedDate, gInt); +let ProcessorMaxPerf = $metricsTableName +| where TimeGenerated > ago(perfInterval) +| extend CollectedDate = todatetime(strcat(format_datetime(TimeGenerated, 'yyyy-MM-dd'),'T',format_datetime(TimeGenerated, 'HH'),':00:00Z')) +| where ResourceId == armId +| where MetricNames_s == 'CpuPercentage' and AggregationType_s == 'Maximum' +| extend ProcessorMaxPercentage = todouble(MetricValue_s) +| summarize percentile(ProcessorMaxPercentage, $cpuPercentile) by bin(CollectedDate, gInt); +let ProcessorAvgPerf = $metricsTableName +| where TimeGenerated > ago(perfInterval) +| extend CollectedDate = todatetime(strcat(format_datetime(TimeGenerated, 'yyyy-MM-dd'),'T',format_datetime(TimeGenerated, 'HH'),':00:00Z')) +| where ResourceId == armId +| where MetricNames_s == 'CpuPercentage' and AggregationType_s == 'Average' and AggregationOfType_s == 'Maximum' +| extend ProcessorAvgPercentage = todouble(MetricValue_s) +| summarize percentile(ProcessorAvgPercentage, $cpuPercentile) by bin(CollectedDate, gInt); +MemoryPerf +| join kind=inner (ProcessorMaxPerf) on CollectedDate +| join kind=inner (ProcessorAvgPerf) on CollectedDate +| render timechart +"@ + + $encodedQuery = [System.Uri]::EscapeDataString($queryText) + $detailsQueryStart = $datetime.AddDays(-30).ToString("yyyy-MM-dd") + $detailsQueryEnd = $datetime.AddDays(8).ToString("yyyy-MM-dd") + switch ($cloudEnvironment) + { + "AzureCloud" { $azureTld = "com" } + "AzureChinaCloud" { $azureTld = "cn" } + "AzureUSGovernment" { $azureTld = "us" } + default { $azureTld = "com" } + } + $detailsURL = "https://portal.azure.$azureTld#@$workspaceTenantId/blade/Microsoft_Azure_Monitoring_Logs/LogsBlade/resourceId/%2Fsubscriptions%2F$workspaceSubscriptionId%2Fresourcegroups%2F$workspaceRG%2Fproviders%2Fmicrosoft.operationalinsights%2Fworkspaces%2F$workspaceName/source/LogsBlade.AnalyticsShareLinkToQuery/query/$encodedQuery/timespan/$($detailsQueryStart)T00%3A00%3A00.000Z%2F$($detailsQueryEnd)T00%3A00%3A00.000Z" + + $additionalInfoDictionary = @{} + + $additionalInfoDictionary["currentSku"] = "$($result.SkuSize_s)" + $additionalInfoDictionary["InstanceCount"] = [int] $result.NumberOfWorkers_s + $additionalInfoDictionary["MetricCPUAvgPercentage"] = "$($result.PCPUAvgPercentage)" + $additionalInfoDictionary["MetricCPUMaxPercentage"] = "$($result.PCPUMaxPercentage)" + $additionalInfoDictionary["MetricMemoryPercentage"] = "$($result.PMemoryPercentage)" + + $fitScore = 3 # needs a more complete analysis to improve score + + if ([double] $result.PCPUMaxPercentage -gt [double] $cpuDegradedMaxPercentageThreshold -and [double] $result.PCPUAvgPercentage -gt [double] $cpuDegradedAvgPercentageThreshold) + { + $fitScore = 4 + } + + $tags = @{} + + if (-not([string]::IsNullOrEmpty($result.Tags_s))) + { + $tagPairs = $result.Tags_s.Substring(2, $result.Tags_s.Length - 3).Split(';') + foreach ($tagPairString in $tagPairs) + { + $tagPair = $tagPairString.Split('=') + if (-not([string]::IsNullOrEmpty($tagPair[0])) -and -not([string]::IsNullOrEmpty($tagPair[1]))) + { + $tagName = $tagPair[0].Trim() + $tagValue = $tagPair[1].Trim() + $tags[$tagName] = $tagValue + } + } + } + + $recommendation = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $result.Cloud_s + Category = "Performance" + ImpactedArea = "Microsoft.Web/serverFarms" + Impact = "Medium" + RecommendationType = "BestPractices" + RecommendationSubType = "PerfConstrainedAppServicePlans" + RecommendationSubTypeId = "351574cb-c105-4538-a778-11dfbe4857bf" + RecommendationDescription = "App Service Plan performance has been constrained by lack of resources" + RecommendationAction = "Resize App Service Plan to higher SKU or scale it out" + InstanceId = $result.InstanceId_s + InstanceName = $result.AppServicePlan + AdditionalInfo = $additionalInfoDictionary + ResourceGroup = $result.ResourceGroup + SubscriptionGuid = $result.SubscriptionId + SubscriptionName = $result.SubscriptionName + TenantGuid = $result.TenantGuid_g + FitScore = $fitScore + Tags = $tags + DetailsURL = $detailsURL + } + + $recommendations += $recommendation +} + +# Export the recommendations as JSON to blob storage + +$fileDate = $datetime.ToString("yyyy-MM-dd") +$jsonExportPath = "appserviceplans-perfconstrained-$fileDate.json" +$recommendations | ConvertTo-Json | Out-File $jsonExportPath + +$jsonBlobName = $jsonExportPath +$jsonProperties = @{"ContentType" = "application/json"}; +Set-AzStorageBlobContent -File $jsonExportPath -Container $storageAccountSinkContainer -Properties $jsonProperties -Blob $jsonBlobName -Context $saCtx -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Uploaded $jsonBlobName to Blob Storage..." + +Remove-Item -Path $jsonExportPath -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Removed $jsonExportPath from local disk..." + +Write-Output "Looking for empty App Service Plans..." + +$baseQuery = @" +let interval = 30d; +let etime = todatetime(toscalar($consumptionTableName | where todatetime(Date_s) < now() and todatetime(Date_s) > ago(interval) | summarize max(todatetime(Date_s)))); +let stime = etime-interval; +$appServicePlansTableName +| where TimeGenerated > ago(1d) and ComputeMode_s == 'Dedicated' and SkuTier_s != 'Free' and toint(NumberOfSites_s) == 0 +| distinct AppServicePlanName_s, InstanceId_s, SubscriptionGuid_g, TenantGuid_g, ResourceGroupName_s, SkuSize_s, NumberOfWorkers_s, Tags_s, Cloud_s +| join kind=leftouter ( + $consumptionTableName + | where todatetime(Date_s) between (stime..etime) + | project InstanceId_s=tolower(ResourceId), CostInBillingCurrency_s, Date_s +) on InstanceId_s +| summarize Last30DaysCost=sum(todouble(CostInBillingCurrency_s)) by AppServicePlanName_s, InstanceId_s, SubscriptionGuid_g, TenantGuid_g, ResourceGroupName_s, SkuSize_s, NumberOfWorkers_s, Tags_s, Cloud_s +| join kind=leftouter ( + $subscriptionsTableName + | where TimeGenerated > ago(1d) + | where ContainerType_s =~ 'microsoft.resources/subscriptions' + | project SubscriptionGuid_g, SubscriptionName = ContainerName_s +) on SubscriptionGuid_g +"@ + +try +{ + $queryResults = Invoke-AzOperationalInsightsQuery -WorkspaceId $workspaceId -Query $baseQuery -Timespan (New-TimeSpan -Days $recommendationSearchTimeSpan) -Wait 600 -IncludeStatistics + if ($queryResults) + { + $results = [System.Linq.Enumerable]::ToArray($queryResults.Results) + } +} +catch +{ + Write-Warning -Message "Query failed. Debug the following query in the AOE Log Analytics workspace: $baseQuery" + Write-Warning -Message $error[0] + $recommendationsErrors++ +} + +Write-Output "Query finished with $($results.Count) results." + +Write-Output "Query statistics: $($queryResults.Statistics.query)" + +# Build the recommendations objects + +$recommendations = @() +$datetime = (get-date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyy-MM-ddTHH:mm:00.000Z") + +foreach ($result in $results) +{ + $queryInstanceId = $result.InstanceId_s + $queryText = @" + $appServicePlansTableName + | where InstanceId_s == '$queryInstanceId' + | where toint(NumberOfSites_s) == 0 + | distinct InstanceId_s, AppServicePlanName_s, TimeGenerated + | summarize FirstUnusedDate = min(TimeGenerated) by InstanceId_s, AppServicePlanName_s + | join kind=leftouter ( + $consumptionTableName + | project InstanceId_s=tolower(ResourceId), CostInBillingCurrency_s, Date_s + ) on InstanceId_s + | summarize CostsSinceUnused = sumif(todouble(CostInBillingCurrency_s), todatetime(Date_s) > FirstUnusedDate) by AppServicePlanName_s, FirstUnusedDate +"@ + + $encodedQuery = [System.Uri]::EscapeDataString($queryText) + $detailsQueryStart = $deploymentDate + $detailsQueryEnd = $datetime.AddDays(8).ToString("yyyy-MM-dd") + switch ($cloudEnvironment) + { + "AzureCloud" { $azureTld = "com" } + "AzureChinaCloud" { $azureTld = "cn" } + "AzureUSGovernment" { $azureTld = "us" } + default { $azureTld = "com" } + } + $detailsURL = "https://portal.azure.$azureTld#@$workspaceTenantId/blade/Microsoft_Azure_Monitoring_Logs/LogsBlade/resourceId/%2Fsubscriptions%2F$workspaceSubscriptionId%2Fresourcegroups%2F$workspaceRG%2Fproviders%2Fmicrosoft.operationalinsights%2Fworkspaces%2F$workspaceName/source/LogsBlade.AnalyticsShareLinkToQuery/query/$encodedQuery/timespan/$($detailsQueryStart)T00%3A00%3A00.000Z%2F$($detailsQueryEnd)T00%3A00%3A00.000Z" + + $additionalInfoDictionary = @{} + + $additionalInfoDictionary["currentSku"] = $result.SkuSize_s + $additionalInfoDictionary["InstanceCount"] = $result.NumberOfWorkers_s + $additionalInfoDictionary["CostsAmount"] = [double] $result.Last30DaysCost + $additionalInfoDictionary["savingsAmount"] = [double] $result.Last30DaysCost + + $fitScore = 5 + + $tags = @{} + + if (-not([string]::IsNullOrEmpty($result.Tags_s))) + { + $tagPairs = $result.Tags_s.Substring(2, $result.Tags_s.Length - 3).Split(';') + foreach ($tagPairString in $tagPairs) + { + $tagPair = $tagPairString.Split('=') + if (-not([string]::IsNullOrEmpty($tagPair[0])) -and -not([string]::IsNullOrEmpty($tagPair[1]))) + { + $tagName = $tagPair[0].Trim() + $tagValue = $tagPair[1].Trim() + $tags[$tagName] = $tagValue + } + } + } + + $recommendation = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $result.Cloud_s + Category = "Cost" + ImpactedArea = "Microsoft.Web/serverFarms" + Impact = "High" + RecommendationType = "Saving" + RecommendationSubType = "EmptyAppServicePlans" + RecommendationSubTypeId = "ef525225-8b91-47a3-81f3-e674e94564b6" + RecommendationDescription = "App Service Plans without any application incur in unnecessary costs" + RecommendationAction = "Delete the App Service Plan" + InstanceId = $result.InstanceId_s + InstanceName = $result.AppServicePlanName_s + AdditionalInfo = $additionalInfoDictionary + ResourceGroup = $result.ResourceGroupName_s + SubscriptionGuid = $result.SubscriptionGuid_g + SubscriptionName = $result.SubscriptionName + TenantGuid = $result.TenantGuid_g + FitScore = $fitScore + Tags = $tags + DetailsURL = $detailsURL + } + + $recommendations += $recommendation +} + +# Export the recommendations as JSON to blob storage + +$fileDate = $datetime.ToString("yyyy-MM-dd") +$jsonExportPath = "appserviceplans-empty-$fileDate.json" +$recommendations | ConvertTo-Json | Out-File $jsonExportPath + +$jsonBlobName = $jsonExportPath +$jsonProperties = @{"ContentType" = "application/json"}; +Set-AzStorageBlobContent -File $jsonExportPath -Container $storageAccountSinkContainer -Properties $jsonProperties -Blob $jsonBlobName -Context $saCtx -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Uploaded $jsonBlobName to Blob Storage..." + +Remove-Item -Path $jsonExportPath -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Removed $jsonExportPath from local disk..." + +if ($recommendationsErrors -gt 0) +{ + throw "Some of the recommendations queries failed. Please, review the job logs for additional information." +} \ No newline at end of file diff --git a/docs/deploy/optimization-engine/0.8/runbooks/recommendations/Recommend-DiskOptimizationsToBlobStorage.ps1 b/docs/deploy/optimization-engine/0.8/runbooks/recommendations/Recommend-DiskOptimizationsToBlobStorage.ps1 new file mode 100644 index 000000000..a92155592 --- /dev/null +++ b/docs/deploy/optimization-engine/0.8/runbooks/recommendations/Recommend-DiskOptimizationsToBlobStorage.ps1 @@ -0,0 +1,539 @@ +$ErrorActionPreference = "Stop" + +function Find-DiskMonthlyPrice { + param ( + [object[]] $SKUPriceSheet, + [string] $DiskSizeTier + ) + + $diskSkus = $SKUPriceSheet | Where-Object { $_.MeterName_s.Replace(" Disks","").Replace(" Disk","") -eq $DiskSizeTier } + $targetMonthlyPrice = [double]::MaxValue + if ($diskSkus) + { + $targetMonthlyPrice = [double] ($diskSkus | Sort-Object -Property UnitPrice_s | Select-Object -First 1).UnitPrice_s + } + return $targetMonthlyPrice +} + +# Collect generic and recommendation-specific variables + +$cloudEnvironment = Get-AutomationVariable -Name "AzureOptimization_CloudEnvironment" -ErrorAction SilentlyContinue # AzureCloud|AzureChinaCloud +if ([string]::IsNullOrEmpty($cloudEnvironment)) +{ + $cloudEnvironment = "AzureCloud" +} +$authenticationOption = Get-AutomationVariable -Name "AzureOptimization_AuthenticationOption" -ErrorAction SilentlyContinue # ManagedIdentity|UserAssignedManagedIdentity +if ([string]::IsNullOrEmpty($authenticationOption)) +{ + $authenticationOption = "ManagedIdentity" +} +if ($authenticationOption -eq "UserAssignedManagedIdentity") +{ + $uamiClientID = Get-AutomationVariable -Name "AzureOptimization_UAMIClientID" +} + +$workspaceId = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceId" +$workspaceName = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceName" +$workspaceRG = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceRG" +$workspaceSubscriptionId = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceSubId" +$workspaceTenantId = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceTenantId" + +$storageAccountSink = Get-AutomationVariable -Name "AzureOptimization_StorageSink" + + +$storageAccountSinkContainer = Get-AutomationVariable -Name "AzureOptimization_RecommendationsContainer" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($storageAccountSinkContainer)) { + $storageAccountSinkContainer = "recommendationsexports" +} + +$deploymentDate = Get-AutomationVariable -Name "AzureOptimization_DeploymentDate" # yyyy-MM-dd format +$deploymentDate = $deploymentDate.Replace('"', "") + +$lognamePrefix = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsLogPrefix" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($lognamePrefix)) +{ + $lognamePrefix = "AzureOptimization" +} + +$sqlserver = Get-AutomationVariable -Name "AzureOptimization_SQLServerHostname" +$sqldatabase = Get-AutomationVariable -Name "AzureOptimization_SQLServerDatabase" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($sqldatabase)) +{ + $sqldatabase = "azureoptimization" +} + +# perf thresholds variables +$iopsPercentageThreshold = [int] (Get-AutomationVariable -Name "AzureOptimization_PerfThresholdDiskIOPSPercentage" -ErrorAction SilentlyContinue) +if (-not($iopsPercentageThreshold -gt 0)) { + $iopsPercentageThreshold = 5 +} +$mbsPercentageThreshold = [int] (Get-AutomationVariable -Name "AzureOptimization_PerfThresholdDiskMBsPercentage" -ErrorAction SilentlyContinue) +if (-not($mbsPercentageThreshold -gt 0)) { + $mbsPercentageThreshold = 5 +} + +$consumptionOffsetDays = [int] (Get-AutomationVariable -Name "AzureOptimization_ConsumptionOffsetDays") +$consumptionOffsetDaysStart = $consumptionOffsetDays + 1 + +$perfDaysBackwards = [int] (Get-AutomationVariable -Name "AzureOptimization_RecommendPerfPeriodInDays" -ErrorAction SilentlyContinue) +if (-not($perfDaysBackwards -gt 0)) { + $perfDaysBackwards = 7 +} + +$perfTimeGrain = Get-AutomationVariable -Name "AzureOptimization_RecommendPerfTimeGrain" -ErrorAction SilentlyContinue +if (-not($perfTimeGrain)) { + $perfTimeGrain = "1h" +} + +$referenceRegion = Get-AutomationVariable -Name "AzureOptimization_ReferenceRegion" + +$SqlTimeout = 120 +$LogAnalyticsIngestControlTable = "LogAnalyticsIngestControl" + +# Authenticate against Azure + +"Logging in to Azure with $authenticationOption..." + +switch ($authenticationOption) { + "UserAssignedManagedIdentity" { + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment -AccountId $uamiClientID + break + } + Default { #ManagedIdentity + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment + break + } +} + +$cloudDetails = Get-AzEnvironment -Name $CloudEnvironment +$azureSqlDomain = $cloudDetails.SqlDatabaseDnsSuffix.Substring(1) + +Write-Output "Finding tables where recommendations will be generated from..." + +$tries = 0 +$connectionSuccess = $false +do { + $tries++ + try { + $dbToken = Get-AzAccessToken -ResourceUrl "https://$azureSqlDomain/" + $Conn = New-Object System.Data.SqlClient.SqlConnection("Server=tcp:$sqlserver,1433;Database=$sqldatabase;Encrypt=True;Connection Timeout=$SqlTimeout;") + $Conn.AccessToken = $dbToken.Token + $Conn.Open() + $Cmd=new-object system.Data.SqlClient.SqlCommand + $Cmd.Connection = $Conn + $Cmd.CommandTimeout = $SqlTimeout + $Cmd.CommandText = "SELECT * FROM [dbo].[$LogAnalyticsIngestControlTable] WHERE CollectedType IN ('ARGManagedDisk','MonitorMetrics','ARGResourceContainers','AzureConsumption','Pricesheet')" + + $sqlAdapter = New-Object System.Data.SqlClient.SqlDataAdapter + $sqlAdapter.SelectCommand = $Cmd + $controlRows = New-Object System.Data.DataTable + $sqlAdapter.Fill($controlRows) | Out-Null + $connectionSuccess = $true + } + catch { + Write-Output "Failed to contact SQL at try $tries." + Write-Output $Error[0] + Start-Sleep -Seconds ($tries * 20) + } +} while (-not($connectionSuccess) -and $tries -lt 3) + +if (-not($connectionSuccess)) +{ + throw "Could not establish connection to SQL." +} + +$disksTableName = $lognamePrefix + ($controlRows | Where-Object { $_.CollectedType -eq 'ARGManagedDisk' }).LogAnalyticsSuffix + "_CL" +$metricsTableName = $lognamePrefix + ($controlRows | Where-Object { $_.CollectedType -eq 'MonitorMetrics' }).LogAnalyticsSuffix + "_CL" +$subscriptionsTableName = $lognamePrefix + ($controlRows | Where-Object { $_.CollectedType -eq 'ARGResourceContainers' }).LogAnalyticsSuffix + "_CL" +$consumptionTableName = $lognamePrefix + ($controlRows | Where-Object { $_.CollectedType -eq 'AzureConsumption' }).LogAnalyticsSuffix + "_CL" +$pricesheetTableName = $lognamePrefix + ($controlRows | Where-Object { $_.CollectedType -eq 'Pricesheet' }).LogAnalyticsSuffix + "_CL" + + +Write-Output "Will run query against tables $disksTableName, $metricsTableName, $subscriptionsTableName, $pricesheetTableName and $consumptionTableName" + +$Conn.Close() +$Conn.Dispose() + +$recommendationSearchTimeSpan = 30 + $consumptionOffsetDaysStart + +# Grab a context reference to the Storage Account where the recommendations file will be stored + + +$saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -UseConnectedAccount -Environment $cloudEnvironment + +if ($workspaceSubscriptionId -ne $storageAccountSinkSubscriptionId) +{ + Select-AzSubscription -SubscriptionId $workspaceSubscriptionId +} + +Write-Output "Getting Disks SKUs for the $referenceRegion region..." + +$skus = Get-AzComputeResourceSku -Location $referenceRegion | Where-Object { $_.ResourceType -eq "disks" } + +Write-Output "Getting the current Pricesheet..." + +if ($cloudEnvironment -eq "AzureCloud") +{ + $pricesheetRegion = "EU West" +} + +try +{ + $pricesheetEntries = @() + + $baseQuery = @" + $pricesheetTableName + | where TimeGenerated > ago(14d) + | where MeterCategory_s == 'Storage' and MeterSubCategory_s contains "Managed Disk" and (MeterName_s endswith "Disk" or MeterName_s endswith "Disks") and MeterName_s !has 'Special' and MeterRegion_s == '$pricesheetRegion' and PriceType_s == 'Consumption' + | distinct MeterName_s, MeterSubCategory_s, MeterCategory_s, MeterRegion_s, UnitPrice_s, UnitOfMeasure_s +"@ + + $queryResults = Invoke-AzOperationalInsightsQuery -WorkspaceId $workspaceId -Query $baseQuery -Timespan (New-TimeSpan -Days 14) -Wait 600 -IncludeStatistics + $pricesheetEntries = [System.Linq.Enumerable]::ToArray($queryResults.Results) + + Write-Output "Query finished with $($pricesheetEntries.Count) results." + Write-Output "Query statistics: $($queryResults.Statistics.query)" +} +catch +{ + Write-Warning -Message "Query failed. Debug the following query in the AOE Log Analytics workspace: $baseQuery" + Write-Warning -Message $error[0] + Write-Output "Consumption pricesheet not available, will estimate savings based in price difference ratio..." +} + +$skuPricesFound = @{} + +Write-Output "Looking for underutilized Disks, with less than $iopsPercentageThreshold% IOPS and $mbsPercentageThreshold% MB/s usage..." + +$baseQuery = @" + let billingInterval = 30d; + let perfInterval = $($perfDaysBackwards)d; + let etime = todatetime(toscalar($consumptionTableName | where todatetime(Date_s) < now() and todatetime(Date_s) > ago(billingInterval) | summarize max(todatetime(Date_s)))); + let stime = etime-billingInterval; + + let BilledDisks = $consumptionTableName + | where todatetime(Date_s) between (stime..etime) and ResourceId contains '/disks/' and MeterCategory_s == 'Storage' and MeterSubCategory_s has 'Premium' and MeterName_s has 'Disk' + | extend DiskConsumedQuantity = todouble(Quantity_s) + | extend DiskPrice = todouble(EffectivePrice_s) + | extend FinalCost = DiskPrice * DiskConsumedQuantity + | extend ResourceId = tolower(ResourceId) + | summarize Last30DaysCost = sum(FinalCost), Last30DaysQuantity = sum(DiskConsumedQuantity) by ResourceId; + + $metricsTableName + | where MetricNames_s == 'Composite Disk Read Operations/sec,Composite Disk Write Operations/sec' and TimeGenerated > ago(perfInterval) and isnotempty(MetricValue_s) + | summarize MaxIOPSMetric = max(todouble(MetricValue_s)) by ResourceId + | join kind=inner ( + $disksTableName + | where TimeGenerated > ago(1d) and DiskState_s =~ 'Attached' and SKU_s startswith 'Premium' + | extend DiskTier_s = strcat(DiskTier_s, ' ', tostring(split(SKU_s, '_')[1])) + | project ResourceId=InstanceId_s, DiskName_s, ResourceGroup = ResourceGroupName_s, SubscriptionId = SubscriptionGuid_g, Cloud_s, TenantGuid_g, Tags_s, MaxIOPSDisk=toint(DiskIOPS_s), DiskSizeGB_s, SKU_s, DiskTier_s, DiskType_s + ) on ResourceId + | project-away ResourceId1 + | extend IOPSPercentage = MaxIOPSMetric/MaxIOPSDisk*100 + | where IOPSPercentage < $iopsPercentageThreshold + | join kind=inner ( + $metricsTableName + | where MetricNames_s == 'Composite Disk Read Bytes/sec,Composite Disk Write Bytes/sec' and TimeGenerated > ago(perfInterval) and isnotempty(MetricValue_s) + | summarize MaxMBsMetric = max(todouble(MetricValue_s)/1024/1024) by ResourceId + | join kind=inner ( + $disksTableName + | where TimeGenerated > ago(1d) and DiskState_s =~ 'Attached' and SKU_s startswith 'Premium' + | extend DiskTier_s = strcat(DiskTier_s, ' ', tostring(split(SKU_s, '_')[1])) + | project ResourceId=InstanceId_s, DiskName_s, ResourceGroup = ResourceGroupName_s, SubscriptionId = SubscriptionGuid_g, Cloud_s, TenantGuid_g, Tags_s, MaxMBsDisk=toint(DiskThroughput_s), DiskSizeGB_s, SKU_s, DiskTier_s, DiskType_s + ) on ResourceId + | project-away ResourceId1 + | extend MBsPercentage = MaxMBsMetric/MaxMBsDisk*100 + | where MBsPercentage < $mbsPercentageThreshold + ) on ResourceId + | join kind=inner ( BilledDisks ) on ResourceId + | join kind=leftouter ( + $subscriptionsTableName + | where TimeGenerated > ago(1d) + | where ContainerType_s =~ 'microsoft.resources/subscriptions' + | project SubscriptionId = SubscriptionGuid_g, SubscriptionName = ContainerName_s + ) on SubscriptionId +"@ + +try +{ + $queryResults = Invoke-AzOperationalInsightsQuery -WorkspaceId $workspaceId -Query $baseQuery -Timespan (New-TimeSpan -Days $recommendationSearchTimeSpan) -Wait 600 -IncludeStatistics + if ($queryResults) + { + $results = [System.Linq.Enumerable]::ToArray($queryResults.Results) + } +} +catch +{ + Write-Warning -Message "Query failed. Debug the following query in the AOE Log Analytics workspace: $baseQuery" + Write-Warning -Message $error[0] + throw "Execution aborted" +} + +Write-Output "Query finished with $($results.Count) results." + +Write-Output "Query statistics: $($queryResults.Statistics.query)" + +# Build the recommendations objects + +$recommendations = @() +$datetime = (get-date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyy-MM-ddTHH:mm:00.000Z") + +foreach ($result in $results) +{ + $targetSku = $null + $currentDiskTier = $null + + if ([string]::IsNullOrEmpty($result.DiskTier_s) -or $result.DiskTier_s.Trim().Length -le 3) # older disks do not have Tier info in their properties + { + $currentSkuCandidates = @() + foreach ($sku in $skus) + { + $currentSkuCandidate = $null + $skuMinSizeGB = [int] ($sku.Capabilities | Where-Object { $_.Name -eq 'MinSizeGiB' }).Value + $skuMaxSizeGB = [int] ($sku.Capabilities | Where-Object { $_.Name -eq 'MaxSizeGiB' }).Value + $skuMaxIOps = [int] ($sku.Capabilities | Where-Object { $_.Name -eq 'MaxIOps' }).Value + $skuMaxBandwidthMBps = [int] ($sku.Capabilities | Where-Object { $_.Name -eq 'MaxBandwidthMBps' }).Value + + if ($sku.Name -eq $result.SKU_s -and $skuMinSizeGB -lt [int]$result.DiskSizeGB_s -and $skuMaxSizeGB -ge [int]$result.DiskSizeGB_s ` + -and [int]$skuMaxIOps -eq [int]$result.MaxIOPSDisk -and [int]$skuMaxBandwidthMBps -eq [int]$result.MaxMBsDisk) + { + $skuSize = $sku.Size + " " + $result.SKU_s.Split("_")[1] + if ($null -eq $skuPricesFound[$skuSize]) + { + $skuPricesFound[$sku.Size] = Find-DiskMonthlyPrice -DiskSizeTier $skuSize -SKUPriceSheet $pricesheetEntries + } + + $currentSkuCandidate = New-Object PSObject -Property @{ + Name = $skuSize + MaxSizeGB = $skuMaxSizeGB + } + + $currentSkuCandidates += $currentSkuCandidate + } + } + $currentDiskTier = ($currentSkuCandidates | Sort-Object -Property MaxSizeGB | Select-Object -First 1).Name + } + else + { + $currentDiskTier = $result.DiskTier_s + } + + if ($null -eq $skuPricesFound[$currentDiskTier]) + { + $skuPricesFound[$currentDiskTier] = Find-DiskMonthlyPrice -DiskSizeTier $currentDiskTier -SKUPriceSheet $pricesheetEntries + } + + $targetSkuPerfTier = $result.SKU_s.Replace("Premium", "StandardSSD") + $targetSkuCandidates = @() + + foreach ($sku in $skus) + { + $targetSkuCandidate = $null + + $skuMinSizeGB = [int] ($sku.Capabilities | Where-Object { $_.Name -eq 'MinSizeGiB' }).Value + $skuMaxSizeGB = [int] ($sku.Capabilities | Where-Object { $_.Name -eq 'MaxSizeGiB' }).Value + $skuMaxIOps = [int] ($sku.Capabilities | Where-Object { $_.Name -eq 'MaxIOps' }).Value + $skuMaxBandwidthMBps = [int] ($sku.Capabilities | Where-Object { $_.Name -eq 'MaxBandwidthMBps' }).Value + + if ($sku.Name -eq $targetSkuPerfTier -and $skuMinSizeGB -lt [int]$result.DiskSizeGB_s -and $skuMaxSizeGB -ge [int]$result.DiskSizeGB_s ` + -and [double]$skuMaxIOps -ge [double]$result.MaxIOPSMetric -and [double]$skuMaxBandwidthMBps -ge [double]$result.MaxMBsMetric) + { + $skuSize = $sku.Size + " " + $targetSkuPerfTier.Split("_")[1] + if ($null -eq $skuPricesFound[$sku.Size]) + { + $skuPricesFound[$skuSize] = Find-DiskMonthlyPrice -DiskSizeTier $skuSize -SKUPriceSheet $pricesheetEntries + } + + if ($skuPricesFound[$skuSize] -lt [double]::MaxValue -and $skuPricesFound[$skuSize] -lt $skuPricesFound[$currentDiskTier]) + { + $targetSkuCandidate = New-Object PSObject -Property @{ + Name = $skuSize + MonthlyPrice = $skuPricesFound[$skuSize] + MaxSizeGB = $skuMaxSizeGB + MaxIOPS = $skuMaxIOps + MaxMBps = $skuMaxBandwidthMBps + } + + $targetSkuCandidates += $targetSkuCandidate + } + } + } + + $targetSku = $targetSkuCandidates | Sort-Object -Property MonthlyPrice | Select-Object -First 1 + + if ($null -ne $targetSku) + { + $queryInstanceId = $result.ResourceId + $queryText = @" + let billingInterval = 30d; + let armId = `'$queryInstanceId`'; + let gInt = $perfTimeGrain; + let ThroughputMBsPerf = $metricsTableName + | where TimeGenerated > ago(billingInterval) + | extend CollectedDate = todatetime(strcat(format_datetime(TimeGenerated, 'yyyy-MM-dd'),'T',format_datetime(TimeGenerated, 'HH'),':00:00Z')) + | where ResourceId == armId + | where MetricNames_s == 'Composite Disk Read Bytes/sec,Composite Disk Write Bytes/sec' and AggregationType_s == 'Average' and AggregationOfType_s == 'Maximum' + | extend ThroughputMBs = todouble(MetricValue_s)/1024/1024 + | project CollectedDate, ThroughputMBs, InstanceId_s=ResourceId + | join kind=inner ( + $disksTableName + | where TimeGenerated > ago(1d) + | distinct InstanceId_s, DiskThroughput_s + ) on InstanceId_s + | extend MBsPercentage = ThroughputMBs / todouble(DiskThroughput_s) * 100 + | summarize max(MBsPercentage) by bin(CollectedDate, gInt); + let IOPSPerf = $metricsTableName + | where TimeGenerated > ago(billingInterval) + | extend CollectedDate = todatetime(strcat(format_datetime(TimeGenerated, 'yyyy-MM-dd'),'T',format_datetime(TimeGenerated, 'HH'),':00:00Z')) + | where ResourceId == armId + | where MetricNames_s == 'Composite Disk Read Operations/sec,Composite Disk Write Operations/sec' and AggregationType_s == 'Average' and AggregationOfType_s == 'Maximum' + | extend IOPS = todouble(MetricValue_s) + | project CollectedDate, IOPS, InstanceId_s=ResourceId + | join kind=inner ( + $disksTableName + | where TimeGenerated > ago(1d) + | distinct InstanceId_s, DiskIOPS_s + ) on InstanceId_s + | extend IOPSPercentage = IOPS / todouble(DiskIOPS_s) * 100 + | summarize max(IOPSPercentage) by bin(CollectedDate, gInt); + ThroughputMBsPerf + | join kind=inner (IOPSPerf) on CollectedDate + | render timechart +"@ + + switch ($cloudEnvironment) + { + "AzureCloud" { $azureTld = "com" } + "AzureChinaCloud" { $azureTld = "cn" } + "AzureUSGovernment" { $azureTld = "us" } + default { $azureTld = "com" } + } + + $encodedQuery = [System.Uri]::EscapeDataString($queryText) + $detailsQueryStart = $datetime.AddDays(-30).ToString("yyyy-MM-dd") + $detailsQueryEnd = $datetime.AddDays(8).ToString("yyyy-MM-dd") + $detailsURL = "https://portal.azure.$azureTld#@$workspaceTenantId/blade/Microsoft_Azure_Monitoring_Logs/LogsBlade/resourceId/%2Fsubscriptions%2F$workspaceSubscriptionId%2Fresourcegroups%2F$workspaceRG%2Fproviders%2Fmicrosoft.operationalinsights%2Fworkspaces%2F$workspaceName/source/LogsBlade.AnalyticsShareLinkToQuery/query/$encodedQuery/timespan/$($detailsQueryStart)T00%3A00%3A00.000Z%2F$($detailsQueryEnd)T00%3A00%3A00.000Z" + + $additionalInfoDictionary = @{} + + $additionalInfoDictionary["DiskType"] = "Managed" + $additionalInfoDictionary["currentSku"] = $result.SKU_s + $additionalInfoDictionary["targetSku"] = $targetSkuPerfTier + $additionalInfoDictionary["DiskSizeGB"] = [int] $result.DiskSizeGB_s + $additionalInfoDictionary["currentTier"] = $currentDiskTier + $additionalInfoDictionary["targetTier"] = $targetSku.Name + $additionalInfoDictionary["MaxIOPSMetric"] = [double] $($result.MaxIOPSMetric) + $additionalInfoDictionary["MaxMBpsMetric"] = [double] $($result.MaxMBsMetric) + $additionalInfoDictionary["MetricIOPSPercentage"] = [double] $($result.IOPSPercentage) + $additionalInfoDictionary["MetricMBpsPercentage"] = [double] $($result.MBsPercentage) + $additionalInfoDictionary["targetMaxSizeGB"] = [int] $targetSku.MaxSizeGB + $additionalInfoDictionary["targetMaxIOPS"] = [int] $targetSku.MaxIOPS + $additionalInfoDictionary["targetMaxMBps"] =[int] $targetSku.MaxMBps + + $fitScore = 4 # needs Maximum of Maximum for metrics to have higher fit score + if ([int] $result.DiskSizeGB_s -gt 512) + { + $fitScore = 3.5 #disk will not support credit-based bursting, therefore the recommendation risk increases a bit + } + + $fitScore = [Math]::max(0.0, $fitScore) + + $savingCoefficient = 2 # Standard SSD is generally close to half the price of Premium SSD + + $targetSkuSavingsMonthly = $result.Last30DaysCost - ($result.Last30DaysCost / $savingCoefficient) + + $tentativeTargetSkuSavingsMonthly = -1 + + if ($targetSku -and $skuPricesFound[$targetSku.Name] -lt [double]::MaxValue) + { + $targetSkuPrice = $skuPricesFound[$targetSku.Name] + + if ($skuPricesFound[$currentDiskTier] -lt [double]::MaxValue) + { + $currentSkuPrice = $skuPricesFound[$currentDiskTier] + $tentativeTargetSkuSavingsMonthly = ($currentSkuPrice * [double] $result.Last30DaysQuantity) - ($targetSkuPrice * [double] $result.Last30DaysQuantity) + } + else + { + $tentativeTargetSkuSavingsMonthly = $result.Last30DaysCost - ($targetSkuPrice * [double] $result.Last30DaysQuantity) + } + } + + if ($tentativeTargetSkuSavingsMonthly -ge 0) + { + $targetSkuSavingsMonthly = $tentativeTargetSkuSavingsMonthly + } + + $tags = @{} + + if (-not([string]::IsNullOrEmpty($result.Tags_s))) + { + $tagPairs = $result.Tags_s.Substring(2, $result.Tags_s.Length - 3).Split(';') + foreach ($tagPairString in $tagPairs) + { + $tagPair = $tagPairString.Split('=') + if (-not([string]::IsNullOrEmpty($tagPair[0])) -and -not([string]::IsNullOrEmpty($tagPair[1]))) + { + $tagName = $tagPair[0].Trim() + $tagValue = $tagPair[1].Trim() + $tags[$tagName] = $tagValue + } + } + } + + if ($targetSkuSavingsMonthly -eq [double]::PositiveInfinity) + { + $targetSkuSavingsMonthly = [double] $result.Last30DaysCost / 2 + } + + $additionalInfoDictionary["savingsAmount"] = [double] $targetSkuSavingsMonthly + $additionalInfoDictionary["CostsAmount"] = [double] $result.Last30DaysCost + + $recommendation = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $result.Cloud_s + Category = "Cost" + ImpactedArea = "Microsoft.Compute/disks" + Impact = "High" + RecommendationType = "Saving" + RecommendationSubType = "UnderusedPremiumSSDDisks" + RecommendationSubTypeId = "4854b5dc-4124-4ade-879e-6a7bb65350ab" + RecommendationDescription = "Premium SSD disk has been underutilized" + RecommendationAction = "Change disk tier at least to the equivalent for Standard SSD" + InstanceId = $result.ResourceId + InstanceName = $result.DiskName_s + AdditionalInfo = $additionalInfoDictionary + ResourceGroup = $result.ResourceGroup + SubscriptionGuid = $result.SubscriptionId + SubscriptionName = $result.SubscriptionName + TenantGuid = $result.TenantGuid_g + FitScore = $fitScore + Tags = $tags + DetailsURL = $detailsURL + } + + $recommendations += $recommendation + } +} + +# Export the recommendations as JSON to blob storage + +Write-Output "Exporting final $($recommendations.Count) results as a JSON file..." + +$fileDate = $datetime.ToString("yyyy-MM-dd") +$jsonExportPath = "disks-underutilized-$fileDate.json" +$recommendations | ConvertTo-Json | Out-File $jsonExportPath + +$jsonBlobName = $jsonExportPath +$jsonProperties = @{"ContentType" = "application/json"}; +Set-AzStorageBlobContent -File $jsonExportPath -Container $storageAccountSinkContainer -Properties $jsonProperties -Blob $jsonBlobName -Context $saCtx -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Uploaded $jsonBlobName to Blob Storage..." + +Remove-Item -Path $jsonExportPath -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Removed $jsonExportPath from local disk..." + diff --git a/docs/deploy/optimization-engine/0.8/runbooks/recommendations/Recommend-SqlDbOptimizationsToBlobStorage.ps1 b/docs/deploy/optimization-engine/0.8/runbooks/recommendations/Recommend-SqlDbOptimizationsToBlobStorage.ps1 new file mode 100644 index 000000000..de6634e22 --- /dev/null +++ b/docs/deploy/optimization-engine/0.8/runbooks/recommendations/Recommend-SqlDbOptimizationsToBlobStorage.ps1 @@ -0,0 +1,447 @@ +$ErrorActionPreference = "Stop" + +# Collect generic and recommendation-specific variables + +$cloudEnvironment = Get-AutomationVariable -Name "AzureOptimization_CloudEnvironment" -ErrorAction SilentlyContinue # AzureCloud|AzureChinaCloud +if ([string]::IsNullOrEmpty($cloudEnvironment)) +{ + $cloudEnvironment = "AzureCloud" +} +$authenticationOption = Get-AutomationVariable -Name "AzureOptimization_AuthenticationOption" -ErrorAction SilentlyContinue # ManagedIdentity|UserAssignedManagedIdentity +if ([string]::IsNullOrEmpty($authenticationOption)) +{ + $authenticationOption = "ManagedIdentity" +} +if ($authenticationOption -eq "UserAssignedManagedIdentity") +{ + $uamiClientID = Get-AutomationVariable -Name "AzureOptimization_UAMIClientID" +} + +$workspaceId = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceId" +$workspaceName = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceName" +$workspaceRG = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceRG" +$workspaceSubscriptionId = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceSubId" +$workspaceTenantId = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceTenantId" + +$storageAccountSink = Get-AutomationVariable -Name "AzureOptimization_StorageSink" + + +$storageAccountSinkContainer = Get-AutomationVariable -Name "AzureOptimization_RecommendationsContainer" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($storageAccountSinkContainer)) { + $storageAccountSinkContainer = "recommendationsexports" +} + +$lognamePrefix = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsLogPrefix" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($lognamePrefix)) +{ + $lognamePrefix = "AzureOptimization" +} + +$sqlserver = Get-AutomationVariable -Name "AzureOptimization_SQLServerHostname" +$sqldatabase = Get-AutomationVariable -Name "AzureOptimization_SQLServerDatabase" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($sqldatabase)) +{ + $sqldatabase = "azureoptimization" +} + +$perfDaysBackwards = [int] (Get-AutomationVariable -Name "AzureOptimization_RecommendPerfPeriodInDays" -ErrorAction SilentlyContinue) +if (-not($perfDaysBackwards -gt 0)) { + $perfDaysBackwards = 7 +} + +$dtuPercentile = [int] (Get-AutomationVariable -Name "AzureOptimization_PerfPercentileSqlDtu" -ErrorAction SilentlyContinue) +if (-not($dtuPercentile -gt 0)) { + $dtuPercentile = 99 +} +$dtuPercentageThreshold = [int] (Get-AutomationVariable -Name "AzureOptimization_PerfThresholdDtuPercentage" -ErrorAction SilentlyContinue) +if (-not($dtuPercentageThreshold -gt 0)) { + $dtuPercentageThreshold = 40 +} +$dtuDegradedPercentageThreshold = [int] (Get-AutomationVariable -Name "AzureOptimization_PerfThresholdDtuDegradedPercentage" -ErrorAction SilentlyContinue) +if (-not($dtuDegradedPercentageThreshold -gt 0)) { + $dtuDegradedPercentageThreshold = 75 +} + +$consumptionOffsetDays = [int] (Get-AutomationVariable -Name "AzureOptimization_ConsumptionOffsetDays") +$consumptionOffsetDaysStart = $consumptionOffsetDays + 1 + +$SqlTimeout = 120 +$LogAnalyticsIngestControlTable = "LogAnalyticsIngestControl" + +# Authenticate against Azure + +"Logging in to Azure with $authenticationOption..." + +switch ($authenticationOption) { + "UserAssignedManagedIdentity" { + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment -AccountId $uamiClientID + break + } + Default { #ManagedIdentity + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment + break + } +} + +$cloudDetails = Get-AzEnvironment -Name $CloudEnvironment +$azureSqlDomain = $cloudDetails.SqlDatabaseDnsSuffix.Substring(1) + +Write-Output "Finding tables where recommendations will be generated from..." + +$tries = 0 +$connectionSuccess = $false +do { + $tries++ + try { + $dbToken = Get-AzAccessToken -ResourceUrl "https://$azureSqlDomain/" + $Conn = New-Object System.Data.SqlClient.SqlConnection("Server=tcp:$sqlserver,1433;Database=$sqldatabase;Encrypt=True;Connection Timeout=$SqlTimeout;") + $Conn.AccessToken = $dbToken.Token + $Conn.Open() + $Cmd=new-object system.Data.SqlClient.SqlCommand + $Cmd.Connection = $Conn + $Cmd.CommandTimeout = $SqlTimeout + $Cmd.CommandText = "SELECT * FROM [dbo].[$LogAnalyticsIngestControlTable] WHERE CollectedType IN ('ARGSqlDb','MonitorMetrics','AzureConsumption','ARGResourceContainers')" + + $sqlAdapter = New-Object System.Data.SqlClient.SqlDataAdapter + $sqlAdapter.SelectCommand = $Cmd + $controlRows = New-Object System.Data.DataTable + $sqlAdapter.Fill($controlRows) | Out-Null + $connectionSuccess = $true + } + catch { + Write-Output "Failed to contact SQL at try $tries." + Write-Output $Error[0] + Start-Sleep -Seconds ($tries * 20) + } +} while (-not($connectionSuccess) -and $tries -lt 3) + +if (-not($connectionSuccess)) +{ + throw "Could not establish connection to SQL." +} + +$sqlDbsTableName = $lognamePrefix + ($controlRows | Where-Object { $_.CollectedType -eq 'ARGSqlDb' }).LogAnalyticsSuffix + "_CL" +$metricsTableName = $lognamePrefix + ($controlRows | Where-Object { $_.CollectedType -eq 'MonitorMetrics' }).LogAnalyticsSuffix + "_CL" +$consumptionTableName = $lognamePrefix + ($controlRows | Where-Object { $_.CollectedType -eq 'AzureConsumption' }).LogAnalyticsSuffix + "_CL" +$subscriptionsTableName = $lognamePrefix + ($controlRows | Where-Object { $_.CollectedType -eq 'ARGResourceContainers' }).LogAnalyticsSuffix + "_CL" + +Write-Output "Will run query against tables $sqlDbsTableName, $subscriptionsTableName, $metricsTableName and $consumptionTableName" + +$Conn.Close() +$Conn.Dispose() + +$recommendationSearchTimeSpan = 30 + $consumptionOffsetDaysStart + +# Grab a context reference to the Storage Account where the recommendations file will be stored + + +$saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -UseConnectedAccount -Environment $cloudEnvironment + +if ($workspaceSubscriptionId -ne $storageAccountSinkSubscriptionId) +{ + Select-AzSubscription -SubscriptionId $workspaceSubscriptionId +} + +$recommendationsErrors = 0 + +# Execute the recommendation query against Log Analytics +Write-Output "Looking for underused SQL Databases, with less than $dtuPercentageThreshold % Max. DTU usage..." + +$baseQuery = @" + let DTUPercentageThreshold = $dtuPercentageThreshold; + let MetricsInterval = $($perfDaysBackwards)d; + let BillingInterval = 30d; + let dtuPercentPercentile = $dtuPercentile; + let etime = todatetime(toscalar($consumptionTableName | where todatetime(Date_s) < now() and todatetime(Date_s) > ago(BillingInterval) | summarize max(todatetime(Date_s)))); + let stime = etime-BillingInterval; + let CandidateDatabaseIds = $sqlDbsTableName + | where TimeGenerated > ago(1d) and SkuName_s in ('Standard','Premium') + | distinct InstanceId_s; + $metricsTableName + | where TimeGenerated > ago(MetricsInterval) + | where ResourceId in (CandidateDatabaseIds) and MetricNames_s == 'dtu_consumption_percent' and AggregationType_s == 'Maximum' + | summarize P99DTUPercentage = percentile(todouble(MetricValue_s), dtuPercentPercentile) by ResourceId + | where P99DTUPercentage < DTUPercentageThreshold + | join ( + $sqlDbsTableName + | where TimeGenerated > ago(1d) + | project ResourceId = InstanceId_s, DBName_s, ResourceGroupName_s, SubscriptionGuid_g, TenantGuid_g, SkuName_s, ServiceObjectiveName_s, Tags_s, Cloud_s + ) on ResourceId + | join kind=leftouter ( + $consumptionTableName + | where todatetime(Date_s) between (stime..etime) + | project ResourceId=tolower(ResourceId), CostInBillingCurrency_s, Date_s + ) on ResourceId + | summarize Last30DaysCost=sum(todouble(CostInBillingCurrency_s)) by DBName_s, ResourceId, TenantGuid_g, SubscriptionGuid_g, ResourceGroupName_s, SkuName_s, ServiceObjectiveName_s, Tags_s, Cloud_s, P99DTUPercentage + | join kind=leftouter ( + $subscriptionsTableName + | where TimeGenerated > ago(1d) + | where ContainerType_s =~ 'microsoft.resources/subscriptions' + | project SubscriptionGuid_g, SubscriptionName = ContainerName_s + ) on SubscriptionGuid_g +"@ + +try +{ + $queryResults = Invoke-AzOperationalInsightsQuery -WorkspaceId $workspaceId -Query $baseQuery -Timespan (New-TimeSpan -Days $recommendationSearchTimeSpan) -Wait 600 -IncludeStatistics + if ($queryResults) + { + $results = [System.Linq.Enumerable]::ToArray($queryResults.Results) + } +} +catch +{ + Write-Warning -Message "Query failed. Debug the following query in the AOE Log Analytics workspace: $baseQuery" + Write-Warning -Message $error[0] + $recommendationsErrors++ +} + +Write-Output "Query finished with $($results.Count) results." + +Write-Output "Query statistics: $($queryResults.Statistics.query)" + +# Build the recommendations objects + +$recommendations = @() +$datetime = (get-date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyy-MM-ddTHH:mm:00.000Z") + +foreach ($result in $results) +{ + $queryInstanceId = $result.ResourceId + $queryText = @" + $metricsTableName + | where ResourceId == '$queryInstanceId' + | where MetricNames_s == 'dtu_consumption_percent' and AggregationType_s == 'Maximum' + | project TimeGenerated, DTUPercentage = toint(MetricValue_s) + | render timechart +"@ + $encodedQuery = [System.Uri]::EscapeDataString($queryText) + $detailsQueryStart = $datetime.AddDays(-30).ToString("yyyy-MM-dd") + $detailsQueryEnd = $datetime.AddDays(8).ToString("yyyy-MM-dd") + switch ($cloudEnvironment) + { + "AzureCloud" { $azureTld = "com" } + "AzureChinaCloud" { $azureTld = "cn" } + "AzureUSGovernment" { $azureTld = "us" } + default { $azureTld = "com" } + } + $detailsURL = "https://portal.azure.$azureTld#@$workspaceTenantId/blade/Microsoft_Azure_Monitoring_Logs/LogsBlade/resourceId/%2Fsubscriptions%2F$workspaceSubscriptionId%2Fresourcegroups%2F$workspaceRG%2Fproviders%2Fmicrosoft.operationalinsights%2Fworkspaces%2F$workspaceName/source/LogsBlade.AnalyticsShareLinkToQuery/query/$encodedQuery/timespan/$($detailsQueryStart)T00%3A00%3A00.000Z%2F$($detailsQueryEnd)T00%3A00%3A00.000Z" + + $additionalInfoDictionary = @{} + + $additionalInfoDictionary["currentSku"] = "$($result.SkuName_s) $($result.ServiceObjectiveName_s)" + $additionalInfoDictionary["DTUPercentage"] = [int] $result.P99DTUPercentage + $additionalInfoDictionary["CostsAmount"] = [double] $result.Last30DaysCost + $additionalInfoDictionary["savingsAmount"] = ([double] $result.Last30DaysCost / 2) + + $fitScore = 5 + + $tags = @{} + + if (-not([string]::IsNullOrEmpty($result.Tags_s))) + { + $tagPairs = $result.Tags_s.Substring(2, $result.Tags_s.Length - 3).Split(';') + foreach ($tagPairString in $tagPairs) + { + $tagPair = $tagPairString.Split('=') + if (-not([string]::IsNullOrEmpty($tagPair[0])) -and -not([string]::IsNullOrEmpty($tagPair[1]))) + { + $tagName = $tagPair[0].Trim() + $tagValue = $tagPair[1].Trim() + $tags[$tagName] = $tagValue + } + } + } + + $recommendation = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $result.Cloud_s + Category = "Cost" + ImpactedArea = "Microsoft.Sql/servers/databases" + Impact = "High" + RecommendationType = "Saving" + RecommendationSubType = "UnderusedSqlDatabases" + RecommendationSubTypeId = "ff68f4e5-1197-4be9-8e5f-8760d7863cb4" + RecommendationDescription = "Underused SQL Databases (performance capacity waste)" + RecommendationAction = "Right-size underused SQL Databases" + InstanceId = $result.ResourceId + InstanceName = $result.DBName_s + AdditionalInfo = $additionalInfoDictionary + ResourceGroup = $result.ResourceGroupName_s + SubscriptionGuid = $result.SubscriptionGuid_g + SubscriptionName = $result.SubscriptionName + TenantGuid = $result.TenantGuid_g + FitScore = $fitScore + Tags = $tags + DetailsURL = $detailsURL + } + + $recommendations += $recommendation +} + +# Export the recommendations as JSON to blob storage + +$fileDate = $datetime.ToString("yyyy-MM-dd") +$jsonExportPath = "sqldbs-underused-$fileDate.json" +$recommendations | ConvertTo-Json | Out-File $jsonExportPath + +$jsonBlobName = $jsonExportPath +$jsonProperties = @{"ContentType" = "application/json"}; +Set-AzStorageBlobContent -File $jsonExportPath -Container $storageAccountSinkContainer -Properties $jsonProperties -Blob $jsonBlobName -Context $saCtx -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Uploaded $jsonBlobName to Blob Storage..." + +Remove-Item -Path $jsonExportPath -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Removed $jsonExportPath from local disk..." + +Write-Output "Looking for performance constrained SQL Databases, with more than $dtuDegradedPercentageThreshold % Avg. DTU usage..." + +$baseQuery = @" + let DTUPercentageThreshold = $dtuDegradedPercentageThreshold; + let MetricsInterval = $($perfDaysBackwards)d; + let CandidateDatabaseIds = $sqlDbsTableName + | where TimeGenerated > ago(1d) and SkuName_s in ('Basic','Standard','Premium') + | distinct InstanceId_s; + $metricsTableName + | where TimeGenerated > ago(MetricsInterval) + | where ResourceId in (CandidateDatabaseIds) and MetricNames_s == 'dtu_consumption_percent' and AggregationType_s == 'Average' and AggregationOfType_s == 'Maximum' + | summarize AvgDTUPercentage = avg(todouble(MetricValue_s)) by ResourceId + | where AvgDTUPercentage > DTUPercentageThreshold + | join ( + $sqlDbsTableName + | where TimeGenerated > ago(1d) + | project ResourceId = InstanceId_s, DBName_s, ResourceGroupName_s, SubscriptionGuid_g, TenantGuid_g, SkuName_s, ServiceObjectiveName_s, Tags_s, Cloud_s + ) on ResourceId + | project DBName_s, ResourceId, TenantGuid_g, SubscriptionGuid_g, ResourceGroupName_s, SkuName_s, ServiceObjectiveName_s, Tags_s, Cloud_s, AvgDTUPercentage + | join kind=leftouter ( + $subscriptionsTableName + | where TimeGenerated > ago(1d) + | where ContainerType_s =~ 'microsoft.resources/subscriptions' + | project SubscriptionGuid_g, SubscriptionName = ContainerName_s + ) on SubscriptionGuid_g +"@ + +try +{ + $queryResults = Invoke-AzOperationalInsightsQuery -WorkspaceId $workspaceId -Query $baseQuery -Timespan (New-TimeSpan -Days $recommendationSearchTimeSpan) -Wait 600 -IncludeStatistics + if ($queryResults) + { + $results = [System.Linq.Enumerable]::ToArray($queryResults.Results) + } +} +catch +{ + Write-Warning -Message "Query failed. Debug the following query in the AOE Log Analytics workspace: $baseQuery" + Write-Warning -Message $error[0] + $recommendationsErrors++ +} + +Write-Output "Query finished with $($results.Count) results." + +Write-Output "Query statistics: $($queryResults.Statistics.query)" + +# Build the recommendations objects + +$recommendations = @() +$datetime = (get-date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyy-MM-ddTHH:mm:00.000Z") + +foreach ($result in $results) +{ + $queryInstanceId = $result.ResourceId + $queryText = @" + $metricsTableName + | where ResourceId == '$queryInstanceId' + | where MetricNames_s == 'dtu_consumption_percent' and AggregationType_s == 'Average' + | project TimeGenerated, DTUPercentage = toint(MetricValue_s) + | render timechart +"@ + $encodedQuery = [System.Uri]::EscapeDataString($queryText) + $detailsQueryStart = $datetime.AddDays(-30).ToString("yyyy-MM-dd") + $detailsQueryEnd = $datetime.AddDays(8).ToString("yyyy-MM-dd") + switch ($cloudEnvironment) + { + "AzureCloud" { $azureTld = "com" } + "AzureChinaCloud" { $azureTld = "cn" } + "AzureUSGovernment" { $azureTld = "us" } + default { $azureTld = "com" } + } + $detailsURL = "https://portal.azure.$azureTld#@$workspaceTenantId/blade/Microsoft_Azure_Monitoring_Logs/LogsBlade/resourceId/%2Fsubscriptions%2F$workspaceSubscriptionId%2Fresourcegroups%2F$workspaceRG%2Fproviders%2Fmicrosoft.operationalinsights%2Fworkspaces%2F$workspaceName/source/LogsBlade.AnalyticsShareLinkToQuery/query/$encodedQuery/timespan/$($detailsQueryStart)T00%3A00%3A00.000Z%2F$($detailsQueryEnd)T00%3A00%3A00.000Z" + + $additionalInfoDictionary = @{} + + $additionalInfoDictionary["currentSku"] = "$($result.SkuName_s) $($result.ServiceObjectiveName_s)" + $additionalInfoDictionary["DTUPercentage"] = [int] $result.AvgDTUPercentage + + $fitScore = 4 + + $tags = @{} + + if (-not([string]::IsNullOrEmpty($result.Tags_s))) + { + $tagPairs = $result.Tags_s.Substring(2, $result.Tags_s.Length - 3).Split(';') + foreach ($tagPairString in $tagPairs) + { + $tagPair = $tagPairString.Split('=') + if (-not([string]::IsNullOrEmpty($tagPair[0])) -and -not([string]::IsNullOrEmpty($tagPair[1]))) + { + $tagName = $tagPair[0].Trim() + $tagValue = $tagPair[1].Trim() + $tags[$tagName] = $tagValue + } + } + } + + $recommendation = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $result.Cloud_s + Category = "Performance" + ImpactedArea = "Microsoft.Sql/servers/databases" + Impact = "Medium" + RecommendationType = "BestPractices" + RecommendationSubType = "PerfConstrainedSqlDatabases" + RecommendationSubTypeId = "724ff2f5-8c83-4105-b00d-029c4560d774" + RecommendationDescription = "SQL Database performance has been constrained by lack of resources" + RecommendationAction = "Resize SQL Database to higher SKU or scale it out" + InstanceId = $result.ResourceId + InstanceName = $result.DBName_s + AdditionalInfo = $additionalInfoDictionary + ResourceGroup = $result.ResourceGroupName_s + SubscriptionGuid = $result.SubscriptionGuid_g + SubscriptionName = $result.SubscriptionName + TenantGuid = $result.TenantGuid_g + FitScore = $fitScore + Tags = $tags + DetailsURL = $detailsURL + } + + $recommendations += $recommendation +} + +# Export the recommendations as JSON to blob storage + +$fileDate = $datetime.ToString("yyyy-MM-dd") +$jsonExportPath = "sqldbs-perfconstrained-$fileDate.json" +$recommendations | ConvertTo-Json | Out-File $jsonExportPath + +$jsonBlobName = $jsonExportPath +$jsonProperties = @{"ContentType" = "application/json"}; +Set-AzStorageBlobContent -File $jsonExportPath -Container $storageAccountSinkContainer -Properties $jsonProperties -Blob $jsonBlobName -Context $saCtx -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Uploaded $jsonBlobName to Blob Storage..." + +Remove-Item -Path $jsonExportPath -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Removed $jsonExportPath from local disk..." + + +if ($recommendationsErrors -gt 0) +{ + throw "Some of the recommendations queries failed. Please, review the job logs for additional information." +} \ No newline at end of file diff --git a/docs/deploy/optimization-engine/0.8/runbooks/recommendations/Recommend-StorageAccountOptimizationsToBlobStorage.ps1 b/docs/deploy/optimization-engine/0.8/runbooks/recommendations/Recommend-StorageAccountOptimizationsToBlobStorage.ps1 new file mode 100644 index 000000000..cbaebfdf9 --- /dev/null +++ b/docs/deploy/optimization-engine/0.8/runbooks/recommendations/Recommend-StorageAccountOptimizationsToBlobStorage.ps1 @@ -0,0 +1,328 @@ +function ConvertTo-Hashtable { + [CmdletBinding()] + [OutputType('hashtable')] + param ( + [Parameter(ValueFromPipeline)] + $InputObject + ) + + process { + if ($null -eq $InputObject) { + return $null + } + + if ($InputObject -is [System.Collections.IEnumerable] -and $InputObject -isnot [string]) { + $collection = @( + foreach ($object in $InputObject) { + ConvertTo-Hashtable -InputObject $object + } + ) + Write-Output -NoEnumerate $collection + } elseif ($InputObject -is [psobject]) { + $hash = @{} + foreach ($property in $InputObject.PSObject.Properties) { + $hash[$property.Name] = ConvertTo-Hashtable -InputObject $property.Value + } + $hash + } else { + $InputObject + } + } +} + +$ErrorActionPreference = "Stop" + +# Collect generic and recommendation-specific variables + +$cloudEnvironment = Get-AutomationVariable -Name "AzureOptimization_CloudEnvironment" -ErrorAction SilentlyContinue # AzureCloud|AzureChinaCloud +if ([string]::IsNullOrEmpty($cloudEnvironment)) +{ + $cloudEnvironment = "AzureCloud" +} +$authenticationOption = Get-AutomationVariable -Name "AzureOptimization_AuthenticationOption" -ErrorAction SilentlyContinue # ManagedIdentity|UserAssignedManagedIdentity +if ([string]::IsNullOrEmpty($authenticationOption)) +{ + $authenticationOption = "ManagedIdentity" +} +if ($authenticationOption -eq "UserAssignedManagedIdentity") +{ + $uamiClientID = Get-AutomationVariable -Name "AzureOptimization_UAMIClientID" +} + +$workspaceId = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceId" +$workspaceName = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceName" +$workspaceRG = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceRG" +$workspaceSubscriptionId = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceSubId" +$workspaceTenantId = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceTenantId" + +$storageAccountSink = Get-AutomationVariable -Name "AzureOptimization_StorageSink" + + +$storageAccountSinkContainer = Get-AutomationVariable -Name "AzureOptimization_RecommendationsContainer" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($storageAccountSinkContainer)) { + $storageAccountSinkContainer = "recommendationsexports" +} + +$lognamePrefix = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsLogPrefix" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($lognamePrefix)) +{ + $lognamePrefix = "AzureOptimization" +} + +$sqlserver = Get-AutomationVariable -Name "AzureOptimization_SQLServerHostname" +$sqldatabase = Get-AutomationVariable -Name "AzureOptimization_SQLServerDatabase" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($sqldatabase)) +{ + $sqldatabase = "azureoptimization" +} + +# storage account thresholds variables +$growthPercentageThreshold = [int] (Get-AutomationVariable -Name "AzureOptimization_RecommendationStorageAcountGrowthThresholdPercentage" -ErrorAction SilentlyContinue) +if (-not($growthPercentageThreshold -gt 0)) { + $growthPercentageThreshold = 5 +} +$monthlyCostThreshold = [int] (Get-AutomationVariable -Name "AzureOptimization_RecommendationStorageAcountGrowthMonthlyCostThreshold" -ErrorAction SilentlyContinue) +if (-not($monthlyCostThreshold -gt 0)) { + $monthlyCostThreshold = 50 +} +$growthLookbackDays = [int] (Get-AutomationVariable -Name "AzureOptimization_RecommendationStorageAcountGrowthLookbackDays" -ErrorAction SilentlyContinue) +if (-not($growthLookbackDays -gt 0)) { + $growthLookbackDays = 30 +} + +$consumptionOffsetDays = [int] (Get-AutomationVariable -Name "AzureOptimization_ConsumptionOffsetDays") +$consumptionOffsetDaysStart = $consumptionOffsetDays + 1 + +$SqlTimeout = 120 +$LogAnalyticsIngestControlTable = "LogAnalyticsIngestControl" + +# Authenticate against Azure + +"Logging in to Azure with $authenticationOption..." + +switch ($authenticationOption) { + "UserAssignedManagedIdentity" { + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment -AccountId $uamiClientID + break + } + Default { #ManagedIdentity + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment + break + } +} + +$cloudDetails = Get-AzEnvironment -Name $CloudEnvironment +$azureSqlDomain = $cloudDetails.SqlDatabaseDnsSuffix.Substring(1) + +$tenantId = (Get-AzContext).Tenant.Id + +Write-Output "Finding tables where recommendations will be generated from..." + +$tries = 0 +$connectionSuccess = $false +do { + $tries++ + try { + $dbToken = Get-AzAccessToken -ResourceUrl "https://$azureSqlDomain/" + $Conn = New-Object System.Data.SqlClient.SqlConnection("Server=tcp:$sqlserver,1433;Database=$sqldatabase;Encrypt=True;Connection Timeout=$SqlTimeout;") + $Conn.AccessToken = $dbToken.Token + $Conn.Open() + $Cmd=new-object system.Data.SqlClient.SqlCommand + $Cmd.Connection = $Conn + $Cmd.CommandTimeout = $SqlTimeout + $Cmd.CommandText = "SELECT * FROM [dbo].[$LogAnalyticsIngestControlTable] WHERE CollectedType IN ('ARGResourceContainers','AzureConsumption')" + + $sqlAdapter = New-Object System.Data.SqlClient.SqlDataAdapter + $sqlAdapter.SelectCommand = $Cmd + $controlRows = New-Object System.Data.DataTable + $sqlAdapter.Fill($controlRows) | Out-Null + $connectionSuccess = $true + } + catch { + Write-Output "Failed to contact SQL at try $tries." + Write-Output $Error[0] + Start-Sleep -Seconds ($tries * 20) + } +} while (-not($connectionSuccess) -and $tries -lt 3) + +if (-not($connectionSuccess)) +{ + throw "Could not establish connection to SQL." +} + +$subscriptionsTableName = $lognamePrefix + ($controlRows | Where-Object { $_.CollectedType -eq 'ARGResourceContainers' }).LogAnalyticsSuffix + "_CL" +$consumptionTableName = $lognamePrefix + ($controlRows | Where-Object { $_.CollectedType -eq 'AzureConsumption' }).LogAnalyticsSuffix + "_CL" + +Write-Output "Will run query against tables $subscriptionsTableName and $consumptionTableName" + +$Conn.Close() +$Conn.Dispose() + +$recommendationSearchTimeSpan = $growthLookbackDays + $consumptionOffsetDaysStart + +# Grab a context reference to the Storage Account where the recommendations file will be stored + + +$saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -UseConnectedAccount -Environment $cloudEnvironment + +if ($workspaceSubscriptionId -ne $storageAccountSinkSubscriptionId) +{ + Select-AzSubscription -SubscriptionId $workspaceSubscriptionId +} + +Write-Output "Looking for ever growing Storage Accounts, with more than $monthlyCostThreshold/month costs, growing more than $growthPercentageThreshold% over the last $growthLookbackDays days..." + +$dailyCostThreshold = [Math]::Round($monthlyCostThreshold / 30) + +$baseQuery = @" +let interval = $($growthLookbackDays)d; +let etime = endofday(todatetime(toscalar($consumptionTableName | where todatetime(Date_s) > ago(interval) and todatetime(Date_s) < now() | summarize max(todatetime(Date_s))))); +let etime_subs = endofday(todatetime(toscalar($subscriptionsTableName | where TimeGenerated > ago(interval) | summarize max(TimeGenerated)))); +let stime = endofday(etime-interval); +let lastday_stime = endofday(etime-1d); +let lastday_stime_subs = endofday(etime_subs-1d); +let costThreshold = $dailyCostThreshold; +let growthPercentageThreshold = $growthPercentageThreshold; +let StorageAccountsWithLastTags = $consumptionTableName +| where todatetime(Date_s) between (lastday_stime..etime) +| where MeterCategory_s == 'Storage' and ConsumedService_s == 'Microsoft.Storage' and MeterName_s endswith 'Data Stored' and ChargeType_s == 'Usage' +| extend ResourceId = tolower(ResourceId) +| distinct ResourceId, Tags_s; +$consumptionTableName +| where todatetime(Date_s) between (stime..etime) +| where MeterCategory_s == 'Storage' and ConsumedService_s == 'Microsoft.Storage' and MeterName_s endswith 'Data Stored' and ChargeType_s == 'Usage' +| extend ResourceId = tolower(ResourceId) +| make-series CostSum=sum(todouble(CostInBillingCurrency_s)) default=0.0 on todatetime(Date_s) from stime to etime step 1d by ResourceId, ResourceGroup, SubscriptionId +| extend InitialDailyCost = todouble(CostSum[0]), CurrentDailyCost = todouble(CostSum[array_length(CostSum)-1]) +| extend GrowthPercentage = round((CurrentDailyCost-InitialDailyCost)/InitialDailyCost*100) +| where InitialDailyCost > 0 and CurrentDailyCost > costThreshold and GrowthPercentage > growthPercentageThreshold +| project ResourceId, InitialDailyCost, CurrentDailyCost, GrowthPercentage, ResourceGroup, SubscriptionId +| join kind=leftouter (StorageAccountsWithLastTags) on ResourceId +| join kind=leftouter ( + $subscriptionsTableName + | where TimeGenerated > lastday_stime_subs + | where ContainerType_s =~ 'microsoft.resources/subscriptions' + | project SubscriptionId=SubscriptionGuid_g, SubscriptionName = ContainerName_s +) on SubscriptionId +"@ + +try +{ + $queryResults = Invoke-AzOperationalInsightsQuery -WorkspaceId $workspaceId -Query $baseQuery -Timespan (New-TimeSpan -Days $recommendationSearchTimeSpan) -Wait 600 -IncludeStatistics + if ($queryResults) + { + $results = [System.Linq.Enumerable]::ToArray($queryResults.Results) + } +} +catch +{ + Write-Warning -Message "Query failed. Debug the following query in the AOE Log Analytics workspace: $baseQuery" + Write-Warning -Message $error[0] + throw "Execution aborted" +} + +Write-Output "Query finished with $($results.Count) results." + +Write-Output "Query statistics: $($queryResults.Statistics.query)" + +# Build the recommendations objects + +$recommendations = @() +$datetime = (get-date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyy-MM-ddTHH:mm:00.000Z") + +foreach ($result in $results) +{ + $queryInstanceId = $result.ResourceId + $queryText = @" + $consumptionTableName + | where MeterCategory_s == 'Storage' and ConsumedService_s == 'Microsoft.Storage' and MeterName_s endswith 'Data Stored' and ChargeType_s == 'Usage' + | extend ResourceId = tolower(ResourceId) + | where ResourceId =~ '$queryInstanceId' + | summarize DailyCosts = sum(todouble(CostInBillingCurrency_s)) by bin(todatetime(Date_s), 1d) + | render timechart +"@ + + switch ($cloudEnvironment) + { + "AzureCloud" { $azureTld = "com" } + "AzureChinaCloud" { $azureTld = "cn" } + "AzureUSGovernment" { $azureTld = "us" } + default { $azureTld = "com" } + } + + $encodedQuery = [System.Uri]::EscapeDataString($queryText) + $detailsQueryStart = $datetime.AddDays(-1 * $recommendationSearchTimeSpan).ToString("yyyy-MM-dd") + $detailsQueryEnd = $datetime.AddDays(8).ToString("yyyy-MM-dd") + $detailsURL = "https://portal.azure.$azureTld#@$workspaceTenantId/blade/Microsoft_Azure_Monitoring_Logs/LogsBlade/resourceId/%2Fsubscriptions%2F$workspaceSubscriptionId%2Fresourcegroups%2F$workspaceRG%2Fproviders%2Fmicrosoft.operationalinsights%2Fworkspaces%2F$workspaceName/source/LogsBlade.AnalyticsShareLinkToQuery/query/$encodedQuery/timespan/$($detailsQueryStart)T00%3A00%3A00.000Z%2F$($detailsQueryEnd)T00%3A00%3A00.000Z" + + $additionalInfoDictionary = @{} + + $costsAmount = ([double] $result.InitialDailyCost + [double] $result.CurrentDailyCost) / 2 * 30 + + $additionalInfoDictionary["InitialDailyCost"] = $result.InitialDailyCost + $additionalInfoDictionary["CurrentDailyCost"] = $result.CurrentDailyCost + $additionalInfoDictionary["GrowthPercentage"] = $result.GrowthPercentage + $additionalInfoDictionary["CostsAmount"] = $costsAmount + $additionalInfoDictionary["savingsAmount"] = $costsAmount * 0.25 # estimated 25% savings + + $fitScore = 4 # savings are estimated with a significant error margin + + $fitScore = [Math]::max(0.0, $fitScore) + + $tags = @{} + + if (-not([string]::IsNullOrEmpty($result.Tags_s))) + { + if (-not($result.Tags_s -like "{*")) + { + $result.Tags_s = '{' + $result.Tags_s + '}' + } + $tags = ConvertFrom-Json $result.Tags_s | ConvertTo-Hashtable + } + + $recommendation = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $cloudEnvironment + Category = "Cost" + ImpactedArea = "Microsoft.Storage/storageAccounts" + Impact = "Medium" + RecommendationType = "Saving" + RecommendationSubType = "StorageAccountsGrowing" + RecommendationSubTypeId = "08e049ca-18b0-4d22-b174-131a91d0381c" + RecommendationDescription = "Storage Account without retention policy in place" + RecommendationAction = "Review whether the Storage Account has a retention policy for example via Lifecycle Management" + InstanceId = $result.ResourceId + InstanceName = $result.ResourceId.Split('/')[-1] + AdditionalInfo = $additionalInfoDictionary + ResourceGroup = $result.ResourceGroup + SubscriptionGuid = $result.SubscriptionId + SubscriptionName = $result.SubscriptionName + TenantGuid = $tenantId + FitScore = $fitScore + Tags = $tags + DetailsURL = $detailsURL + } + + $recommendations += $recommendation +} + +# Export the recommendations as JSON to blob storage + +Write-Output "Exporting final $($recommendations.Count) results as a JSON file..." + +$fileDate = $datetime.ToString("yyyy-MM-dd") +$jsonExportPath = "storageaccounts-costsgrowing-$fileDate.json" +$recommendations | ConvertTo-Json | Out-File $jsonExportPath + +$jsonBlobName = $jsonExportPath +$jsonProperties = @{"ContentType" = "application/json"}; +Set-AzStorageBlobContent -File $jsonExportPath -Container $storageAccountSinkContainer -Properties $jsonProperties -Blob $jsonBlobName -Context $saCtx -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Uploaded $jsonBlobName to Blob Storage..." + +Remove-Item -Path $jsonExportPath -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Removed $jsonExportPath from local disk..." diff --git a/docs/deploy/optimization-engine/0.8/runbooks/recommendations/Recommend-UnattachedDisksToBlobStorage.ps1 b/docs/deploy/optimization-engine/0.8/runbooks/recommendations/Recommend-UnattachedDisksToBlobStorage.ps1 new file mode 100644 index 000000000..df4cfdd7f --- /dev/null +++ b/docs/deploy/optimization-engine/0.8/runbooks/recommendations/Recommend-UnattachedDisksToBlobStorage.ps1 @@ -0,0 +1,272 @@ +$ErrorActionPreference = "Stop" + +# Collect generic and recommendation-specific variables + +$cloudEnvironment = Get-AutomationVariable -Name "AzureOptimization_CloudEnvironment" -ErrorAction SilentlyContinue # AzureCloud|AzureChinaCloud +if ([string]::IsNullOrEmpty($cloudEnvironment)) +{ + $cloudEnvironment = "AzureCloud" +} +$authenticationOption = Get-AutomationVariable -Name "AzureOptimization_AuthenticationOption" -ErrorAction SilentlyContinue # ManagedIdentity|UserAssignedManagedIdentity +if ([string]::IsNullOrEmpty($authenticationOption)) +{ + $authenticationOption = "ManagedIdentity" +} +if ($authenticationOption -eq "UserAssignedManagedIdentity") +{ + $uamiClientID = Get-AutomationVariable -Name "AzureOptimization_UAMIClientID" +} + +$workspaceId = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceId" +$workspaceName = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceName" +$workspaceRG = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceRG" +$workspaceSubscriptionId = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceSubId" +$workspaceTenantId = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceTenantId" + +$storageAccountSink = Get-AutomationVariable -Name "AzureOptimization_StorageSink" + + +$storageAccountSinkContainer = Get-AutomationVariable -Name "AzureOptimization_RecommendationsContainer" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($storageAccountSinkContainer)) { + $storageAccountSinkContainer = "recommendationsexports" +} + +$deploymentDate = Get-AutomationVariable -Name "AzureOptimization_DeploymentDate" # yyyy-MM-dd format +$deploymentDate = $deploymentDate.Replace('"', "") + +$lognamePrefix = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsLogPrefix" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($lognamePrefix)) +{ + $lognamePrefix = "AzureOptimization" +} + +$sqlserver = Get-AutomationVariable -Name "AzureOptimization_SQLServerHostname" +$sqldatabase = Get-AutomationVariable -Name "AzureOptimization_SQLServerDatabase" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($sqldatabase)) +{ + $sqldatabase = "azureoptimization" +} + +$consumptionOffsetDays = [int] (Get-AutomationVariable -Name "AzureOptimization_ConsumptionOffsetDays") +$consumptionOffsetDaysStart = $consumptionOffsetDays + 1 + +$SqlTimeout = 120 +$LogAnalyticsIngestControlTable = "LogAnalyticsIngestControl" + +# Authenticate against Azure + +"Logging in to Azure with $authenticationOption..." + +switch ($authenticationOption) { + "UserAssignedManagedIdentity" { + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment -AccountId $uamiClientID + break + } + Default { #ManagedIdentity + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment + break + } +} + +$cloudDetails = Get-AzEnvironment -Name $CloudEnvironment +$azureSqlDomain = $cloudDetails.SqlDatabaseDnsSuffix.Substring(1) + +Write-Output "Finding tables where recommendations will be generated from..." + +$tries = 0 +$connectionSuccess = $false +do { + $tries++ + try { + $dbToken = Get-AzAccessToken -ResourceUrl "https://$azureSqlDomain/" + $Conn = New-Object System.Data.SqlClient.SqlConnection("Server=tcp:$sqlserver,1433;Database=$sqldatabase;Encrypt=True;Connection Timeout=$SqlTimeout;") + $Conn.AccessToken = $dbToken.Token + $Conn.Open() + $Cmd=new-object system.Data.SqlClient.SqlCommand + $Cmd.Connection = $Conn + $Cmd.CommandTimeout = $SqlTimeout + $Cmd.CommandText = "SELECT * FROM [dbo].[$LogAnalyticsIngestControlTable] WHERE CollectedType IN ('ARGManagedDisk','AzureConsumption','ARGResourceContainers')" + + $sqlAdapter = New-Object System.Data.SqlClient.SqlDataAdapter + $sqlAdapter.SelectCommand = $Cmd + $controlRows = New-Object System.Data.DataTable + $sqlAdapter.Fill($controlRows) | Out-Null + $connectionSuccess = $true + } + catch { + Write-Output "Failed to contact SQL at try $tries." + Write-Output $Error[0] + Start-Sleep -Seconds ($tries * 20) + } +} while (-not($connectionSuccess) -and $tries -lt 3) + +if (-not($connectionSuccess)) +{ + throw "Could not establish connection to SQL." +} + +$disksTableName = $lognamePrefix + ($controlRows | Where-Object { $_.CollectedType -eq 'ARGManagedDisk' }).LogAnalyticsSuffix + "_CL" +$consumptionTableName = $lognamePrefix + ($controlRows | Where-Object { $_.CollectedType -eq 'AzureConsumption' }).LogAnalyticsSuffix + "_CL" +$subscriptionsTableName = $lognamePrefix + ($controlRows | Where-Object { $_.CollectedType -eq 'ARGResourceContainers' }).LogAnalyticsSuffix + "_CL" + +Write-Output "Will run query against tables $disksTableName, $subscriptionsTableName and $consumptionTableName" + +$Conn.Close() +$Conn.Dispose() + +$recommendationSearchTimeSpan = 30 + $consumptionOffsetDaysStart + +# Grab a context reference to the Storage Account where the recommendations file will be stored + + +$saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -UseConnectedAccount -Environment $cloudEnvironment + +if ($workspaceSubscriptionId -ne $storageAccountSinkSubscriptionId) +{ + Select-AzSubscription -SubscriptionId $workspaceSubscriptionId +} + +# Execute the recommendation query against Log Analytics + +$baseQuery = @" + let interval = 30d; + let etime = todatetime(toscalar($consumptionTableName | where todatetime(Date_s) < now() and todatetime(Date_s) > ago(interval) | summarize max(todatetime(Date_s)))); + let stime = etime-interval; + $disksTableName + | where TimeGenerated > ago(1d) and isempty(OwnerVMId_s) and Tags_s !has 'ASR-ReplicaDisk' and Tags_s !has 'asrseeddisk' + | distinct DiskName_s, InstanceId_s, SubscriptionGuid_g, TenantGuid_g, ResourceGroupName_s, SKU_s, DiskSizeGB_s, Tags_s, Cloud_s + | join kind=leftouter ( + $consumptionTableName + | where todatetime(Date_s) between (stime..etime) + | project InstanceId_s=tolower(ResourceId), CostInBillingCurrency_s, Date_s + ) on InstanceId_s + | summarize Last30DaysCost=sum(todouble(CostInBillingCurrency_s)) by DiskName_s, InstanceId_s, SubscriptionGuid_g, TenantGuid_g, ResourceGroupName_s, SKU_s, DiskSizeGB_s, Tags_s, Cloud_s + | join kind=leftouter ( + $subscriptionsTableName + | where TimeGenerated > ago(1d) + | where ContainerType_s =~ 'microsoft.resources/subscriptions' + | project SubscriptionGuid_g, SubscriptionName = ContainerName_s + ) on SubscriptionGuid_g +"@ + +try +{ + $queryResults = Invoke-AzOperationalInsightsQuery -WorkspaceId $workspaceId -Query $baseQuery -Timespan (New-TimeSpan -Days $recommendationSearchTimeSpan) -Wait 600 -IncludeStatistics + if ($queryResults) + { + $results = [System.Linq.Enumerable]::ToArray($queryResults.Results) + } +} +catch +{ + Write-Warning -Message "Query failed. Debug the following query in the AOE Log Analytics workspace: $baseQuery" + Write-Warning -Message $error[0] + throw "Execution aborted" +} + +Write-Output "Query finished with $($results.Count) results." + +Write-Output "Query statistics: $($queryResults.Statistics.query)" + +# Build the recommendations objects + +$recommendations = @() +$datetime = (get-date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyy-MM-ddTHH:mm:00.000Z") + +foreach ($result in $results) +{ + $queryInstanceId = $result.InstanceId_s + $queryText = @" + $disksTableName + | where InstanceId_s == '$queryInstanceId' and isempty(OwnerVMId_s) + | distinct InstanceId_s, DiskName_s, DiskSizeGB_s, SKU_s, TimeGenerated + | summarize LastAttachedDate = min(TimeGenerated) by InstanceId_s, DiskName_s, DiskSizeGB_s, SKU_s + | join kind=leftouter ( + $consumptionTableName + | project InstanceId_s=tolower(ResourceId), CostInBillingCurrency_s, Date_s + ) on InstanceId_s + | summarize CostsSinceDetached = sumif(todouble(CostInBillingCurrency_s), todatetime(Date_s) > LastAttachedDate) by DiskName_s, LastAttachedDate, DiskSizeGB_s, SKU_s +"@ + $encodedQuery = [System.Uri]::EscapeDataString($queryText) + $detailsQueryStart = $deploymentDate + $detailsQueryEnd = $datetime.AddDays(8).ToString("yyyy-MM-dd") + switch ($cloudEnvironment) + { + "AzureCloud" { $azureTld = "com" } + "AzureChinaCloud" { $azureTld = "cn" } + "AzureUSGovernment" { $azureTld = "us" } + default { $azureTld = "com" } + } + $detailsURL = "https://portal.azure.$azureTld#@$workspaceTenantId/blade/Microsoft_Azure_Monitoring_Logs/LogsBlade/resourceId/%2Fsubscriptions%2F$workspaceSubscriptionId%2Fresourcegroups%2F$workspaceRG%2Fproviders%2Fmicrosoft.operationalinsights%2Fworkspaces%2F$workspaceName/source/LogsBlade.AnalyticsShareLinkToQuery/query/$encodedQuery/timespan/$($detailsQueryStart)T00%3A00%3A00.000Z%2F$($detailsQueryEnd)T00%3A00%3A00.000Z" + + $additionalInfoDictionary = @{} + + $additionalInfoDictionary["DiskType"] = "Managed" + $additionalInfoDictionary["currentSku"] = $result.SKU_s + $additionalInfoDictionary["DiskSizeGB"] = [int] $result.DiskSizeGB_s + $additionalInfoDictionary["CostsAmount"] = [double] $result.Last30DaysCost + $additionalInfoDictionary["savingsAmount"] = [double] $result.Last30DaysCost + + $fitScore = 5 + + $tags = @{} + + if (-not([string]::IsNullOrEmpty($result.Tags_s))) + { + $tagPairs = $result.Tags_s.Substring(2, $result.Tags_s.Length - 3).Split(';') + foreach ($tagPairString in $tagPairs) + { + $tagPair = $tagPairString.Split('=') + if (-not([string]::IsNullOrEmpty($tagPair[0])) -and -not([string]::IsNullOrEmpty($tagPair[1]))) + { + $tagName = $tagPair[0].Trim() + $tagValue = $tagPair[1].Trim() + $tags[$tagName] = $tagValue + } + } + } + + $recommendation = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $result.Cloud_s + Category = "Cost" + ImpactedArea = "Microsoft.Compute/disks" + Impact = "Medium" + RecommendationType = "Saving" + RecommendationSubType = "UnattachedDisks" + RecommendationSubTypeId = "c84d5e86-e2d6-4d62-be7c-cecfbd73b0db" + RecommendationDescription = "Unattached disks (without owner VM) incur in unnecessary costs" + RecommendationAction = "Delete or downgrade disk to Standard SKU" + InstanceId = $result.InstanceId_s + InstanceName = $result.DiskName_s + AdditionalInfo = $additionalInfoDictionary + ResourceGroup = $result.ResourceGroupName_s + SubscriptionGuid = $result.SubscriptionGuid_g + SubscriptionName = $result.SubscriptionName + TenantGuid = $result.TenantGuid_g + FitScore = $fitScore + Tags = $tags + DetailsURL = $detailsURL + } + + $recommendations += $recommendation +} + +# Export the recommendations as JSON to blob storage + +$fileDate = $datetime.ToString("yyyy-MM-dd") +$jsonExportPath = "unattacheddisks-$fileDate.json" +$recommendations | ConvertTo-Json | Out-File $jsonExportPath + +$jsonBlobName = $jsonExportPath +$jsonProperties = @{"ContentType" = "application/json"}; +Set-AzStorageBlobContent -File $jsonExportPath -Container $storageAccountSinkContainer -Properties $jsonProperties -Blob $jsonBlobName -Context $saCtx -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Uploaded $jsonBlobName to Blob Storage..." + +Remove-Item -Path $jsonExportPath -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Removed $jsonExportPath from local disk..." diff --git a/docs/deploy/optimization-engine/0.8/runbooks/recommendations/Recommend-UnusedAppGWsToBlobStorage.ps1 b/docs/deploy/optimization-engine/0.8/runbooks/recommendations/Recommend-UnusedAppGWsToBlobStorage.ps1 new file mode 100644 index 000000000..cf6af1268 --- /dev/null +++ b/docs/deploy/optimization-engine/0.8/runbooks/recommendations/Recommend-UnusedAppGWsToBlobStorage.ps1 @@ -0,0 +1,273 @@ +$ErrorActionPreference = "Stop" + +# Collect generic and recommendation-specific variables + +$cloudEnvironment = Get-AutomationVariable -Name "AzureOptimization_CloudEnvironment" -ErrorAction SilentlyContinue # AzureCloud|AzureChinaCloud +if ([string]::IsNullOrEmpty($cloudEnvironment)) +{ + $cloudEnvironment = "AzureCloud" +} +$authenticationOption = Get-AutomationVariable -Name "AzureOptimization_AuthenticationOption" -ErrorAction SilentlyContinue # ManagedIdentity|UserAssignedManagedIdentity +if ([string]::IsNullOrEmpty($authenticationOption)) +{ + $authenticationOption = "ManagedIdentity" +} +if ($authenticationOption -eq "UserAssignedManagedIdentity") +{ + $uamiClientID = Get-AutomationVariable -Name "AzureOptimization_UAMIClientID" +} + +$workspaceId = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceId" +$workspaceName = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceName" +$workspaceRG = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceRG" +$workspaceSubscriptionId = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceSubId" +$workspaceTenantId = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceTenantId" + +$storageAccountSink = Get-AutomationVariable -Name "AzureOptimization_StorageSink" + + +$storageAccountSinkContainer = Get-AutomationVariable -Name "AzureOptimization_RecommendationsContainer" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($storageAccountSinkContainer)) { + $storageAccountSinkContainer = "recommendationsexports" +} + +$deploymentDate = Get-AutomationVariable -Name "AzureOptimization_DeploymentDate" # yyyy-MM-dd format +$deploymentDate = $deploymentDate.Replace('"', "") + +$lognamePrefix = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsLogPrefix" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($lognamePrefix)) +{ + $lognamePrefix = "AzureOptimization" +} + +$sqlserver = Get-AutomationVariable -Name "AzureOptimization_SQLServerHostname" +$sqldatabase = Get-AutomationVariable -Name "AzureOptimization_SQLServerDatabase" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($sqldatabase)) +{ + $sqldatabase = "azureoptimization" +} + +$consumptionOffsetDays = [int] (Get-AutomationVariable -Name "AzureOptimization_ConsumptionOffsetDays") +$consumptionOffsetDaysStart = $consumptionOffsetDays + 1 + +$SqlTimeout = 120 +$LogAnalyticsIngestControlTable = "LogAnalyticsIngestControl" + +# Authenticate against Azure + +"Logging in to Azure with $authenticationOption..." + +switch ($authenticationOption) { + "UserAssignedManagedIdentity" { + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment -AccountId $uamiClientID + break + } + Default { #ManagedIdentity + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment + break + } +} + +$cloudDetails = Get-AzEnvironment -Name $CloudEnvironment +$azureSqlDomain = $cloudDetails.SqlDatabaseDnsSuffix.Substring(1) + +Write-Output "Finding tables where recommendations will be generated from..." + +$tries = 0 +$connectionSuccess = $false +do { + $tries++ + try { + $dbToken = Get-AzAccessToken -ResourceUrl "https://$azureSqlDomain/" + $Conn = New-Object System.Data.SqlClient.SqlConnection("Server=tcp:$sqlserver,1433;Database=$sqldatabase;Encrypt=True;Connection Timeout=$SqlTimeout;") + $Conn.AccessToken = $dbToken.Token + $Conn.Open() + $Cmd=new-object system.Data.SqlClient.SqlCommand + $Cmd.Connection = $Conn + $Cmd.CommandTimeout = $SqlTimeout + $Cmd.CommandText = "SELECT * FROM [dbo].[$LogAnalyticsIngestControlTable] WHERE CollectedType IN ('ARGAppGateway','AzureConsumption','ARGResourceContainers')" + + $sqlAdapter = New-Object System.Data.SqlClient.SqlDataAdapter + $sqlAdapter.SelectCommand = $Cmd + $controlRows = New-Object System.Data.DataTable + $sqlAdapter.Fill($controlRows) | Out-Null + $connectionSuccess = $true + } + catch { + Write-Output "Failed to contact SQL at try $tries." + Write-Output $Error[0] + Start-Sleep -Seconds ($tries * 20) + } +} while (-not($connectionSuccess) -and $tries -lt 3) + +if (-not($connectionSuccess)) +{ + throw "Could not establish connection to SQL." +} + +$appGWsTableName = $lognamePrefix + ($controlRows | Where-Object { $_.CollectedType -eq 'ARGAppGateway' }).LogAnalyticsSuffix + "_CL" +$consumptionTableName = $lognamePrefix + ($controlRows | Where-Object { $_.CollectedType -eq 'AzureConsumption' }).LogAnalyticsSuffix + "_CL" +$subscriptionsTableName = $lognamePrefix + ($controlRows | Where-Object { $_.CollectedType -eq 'ARGResourceContainers' }).LogAnalyticsSuffix + "_CL" + +Write-Output "Will run query against tables $appGWsTableName, $subscriptionsTableName and $consumptionTableName" + +$Conn.Close() +$Conn.Dispose() + +$recommendationSearchTimeSpan = 30 + $consumptionOffsetDaysStart + +# Grab a context reference to the Storage Account where the recommendations file will be stored + + +$saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -UseConnectedAccount -Environment $cloudEnvironment + +if ($workspaceSubscriptionId -ne $storageAccountSinkSubscriptionId) +{ + Select-AzSubscription -SubscriptionId $workspaceSubscriptionId +} + +# Execute the Cost recommendation query against Log Analytics + +$baseQuery = @" + let interval = 30d; + let etime = todatetime(toscalar($consumptionTableName | where todatetime(Date_s) < now() and todatetime(Date_s) > ago(interval) | summarize max(todatetime(Date_s)))); + let stime = etime-interval; + $appGWsTableName + | where TimeGenerated > ago(1d) + | where toint(BackendPoolsCount_s) == 0 or ((BackendIPCount_s == 0 or isempty(BackendIPCount_s)) and (BackendAddressesCount_s == 0 or isempty(BackendAddressesCount_s))) + | distinct InstanceName_s, InstanceId_s, SubscriptionGuid_g, TenantGuid_g, ResourceGroupName_s, SkuName_s, SkuCapacity_s, Tags_s, Cloud_s + | join kind=leftouter ( + $consumptionTableName + | where todatetime(Date_s) between (stime..etime) + | project InstanceId_s=tolower(ResourceId), CostInBillingCurrency_s, Date_s + ) on InstanceId_s + | summarize Last30DaysCost=sum(todouble(CostInBillingCurrency_s)) by InstanceName_s, InstanceId_s, SubscriptionGuid_g, TenantGuid_g, ResourceGroupName_s, SkuName_s, SkuCapacity_s, Tags_s, Cloud_s + | join kind=leftouter ( + $subscriptionsTableName + | where TimeGenerated > ago(1d) + | where ContainerType_s =~ 'microsoft.resources/subscriptions' + | project SubscriptionGuid_g, SubscriptionName = ContainerName_s + ) on SubscriptionGuid_g +"@ + +try +{ + $queryResults = Invoke-AzOperationalInsightsQuery -WorkspaceId $workspaceId -Query $baseQuery -Timespan (New-TimeSpan -Days $recommendationSearchTimeSpan) -Wait 600 -IncludeStatistics + if ($queryResults) + { + $results = [System.Linq.Enumerable]::ToArray($queryResults.Results) + } +} +catch +{ + Write-Warning -Message "Query failed. Debug the following query in the AOE Log Analytics workspace: $baseQuery" + Write-Warning -Message $error[0] + throw "Execution aborted" +} + +Write-Output "Query finished with $($results.Count) results." + +Write-Output "Query statistics: $($queryResults.Statistics.query)" + +# Build the recommendations objects + +$recommendations = @() +$datetime = (get-date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyy-MM-ddTHH:mm:00.000Z") + +foreach ($result in $results) +{ + $queryInstanceId = $result.InstanceId_s + $queryText = @" + $appGWsTableName + | where InstanceId_s == '$queryInstanceId' + | where toint(BackendPoolsCount_s) == 0 or ((toint(BackendIPCount_s) == 0 or isempty(BackendIPCount_s)) and (toint(BackendAddressesCount_s) == 0 or isempty(BackendAddressesCount_s))) + | distinct InstanceId_s, InstanceName_s, TimeGenerated + | summarize FirstUnusedDate = min(TimeGenerated) by InstanceId_s, InstanceName_s + | join kind=leftouter ( + $consumptionTableName + | project InstanceId_s=tolower(ResourceId), CostInBillingCurrency_s, Date_s + ) on InstanceId_s + | summarize CostsSinceUnused = sumif(todouble(CostInBillingCurrency_s), todatetime(Date_s) > FirstUnusedDate) by InstanceName_s, FirstUnusedDate +"@ + $encodedQuery = [System.Uri]::EscapeDataString($queryText) + $detailsQueryStart = $deploymentDate + $detailsQueryEnd = $datetime.AddDays(8).ToString("yyyy-MM-dd") + switch ($cloudEnvironment) + { + "AzureCloud" { $azureTld = "com" } + "AzureChinaCloud" { $azureTld = "cn" } + "AzureUSGovernment" { $azureTld = "us" } + default { $azureTld = "com" } + } + $detailsURL = "https://portal.azure.$azureTld#@$workspaceTenantId/blade/Microsoft_Azure_Monitoring_Logs/LogsBlade/resourceId/%2Fsubscriptions%2F$workspaceSubscriptionId%2Fresourcegroups%2F$workspaceRG%2Fproviders%2Fmicrosoft.operationalinsights%2Fworkspaces%2F$workspaceName/source/LogsBlade.AnalyticsShareLinkToQuery/query/$encodedQuery/timespan/$($detailsQueryStart)T00%3A00%3A00.000Z%2F$($detailsQueryEnd)T00%3A00%3A00.000Z" + + $additionalInfoDictionary = @{} + + $additionalInfoDictionary["currentSku"] = $result.SkuName_s + $additionalInfoDictionary["InstanceCount"] = $result.SkuCapacity_s + $additionalInfoDictionary["CostsAmount"] = [double] $result.Last30DaysCost + $additionalInfoDictionary["savingsAmount"] = [double] $result.Last30DaysCost + + $fitScore = 5 + + $tags = @{} + + if (-not([string]::IsNullOrEmpty($result.Tags_s))) + { + $tagPairs = $result.Tags_s.Substring(2, $result.Tags_s.Length - 3).Split(';') + foreach ($tagPairString in $tagPairs) + { + $tagPair = $tagPairString.Split('=') + if (-not([string]::IsNullOrEmpty($tagPair[0])) -and -not([string]::IsNullOrEmpty($tagPair[1]))) + { + $tagName = $tagPair[0].Trim() + $tagValue = $tagPair[1].Trim() + $tags[$tagName] = $tagValue + } + } + } + + $recommendation = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $result.Cloud_s + Category = "Cost" + ImpactedArea = "Microsoft.Network/applicationGateways" + Impact = "High" + RecommendationType = "Saving" + RecommendationSubType = "UnusedAppGateways" + RecommendationSubTypeId = "dc3d2baa-26c8-435e-aa9d-edb2bfd6fff6" + RecommendationDescription = "Application Gateways without a backend pool incur in unnecessary costs" + RecommendationAction = "Delete the Application Gateway" + InstanceId = $result.InstanceId_s + InstanceName = $result.InstanceName_s + AdditionalInfo = $additionalInfoDictionary + ResourceGroup = $result.ResourceGroupName_s + SubscriptionGuid = $result.SubscriptionGuid_g + SubscriptionName = $result.SubscriptionName + TenantGuid = $result.TenantGuid_g + FitScore = $fitScore + Tags = $tags + DetailsURL = $detailsURL + } + + $recommendations += $recommendation +} + +# Export the recommendations as JSON to blob storage + +$fileDate = $datetime.ToString("yyyy-MM-dd") +$jsonExportPath = "unusedappgateways-$fileDate.json" +$recommendations | ConvertTo-Json | Out-File $jsonExportPath + +$jsonBlobName = $jsonExportPath +$jsonProperties = @{"ContentType" = "application/json"}; +Set-AzStorageBlobContent -File $jsonExportPath -Container $storageAccountSinkContainer -Properties $jsonProperties -Blob $jsonBlobName -Context $saCtx -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Uploaded $jsonBlobName to Blob Storage..." + +Remove-Item -Path $jsonExportPath -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Removed $jsonExportPath from local disk..." diff --git a/docs/deploy/optimization-engine/0.8/runbooks/recommendations/Recommend-UnusedLoadBalancersToBlobStorage.ps1 b/docs/deploy/optimization-engine/0.8/runbooks/recommendations/Recommend-UnusedLoadBalancersToBlobStorage.ps1 new file mode 100644 index 000000000..2404b12f1 --- /dev/null +++ b/docs/deploy/optimization-engine/0.8/runbooks/recommendations/Recommend-UnusedLoadBalancersToBlobStorage.ps1 @@ -0,0 +1,404 @@ +$ErrorActionPreference = "Stop" + +# Collect generic and recommendation-specific variables + +$cloudEnvironment = Get-AutomationVariable -Name "AzureOptimization_CloudEnvironment" -ErrorAction SilentlyContinue # AzureCloud|AzureChinaCloud +if ([string]::IsNullOrEmpty($cloudEnvironment)) +{ + $cloudEnvironment = "AzureCloud" +} +$authenticationOption = Get-AutomationVariable -Name "AzureOptimization_AuthenticationOption" -ErrorAction SilentlyContinue # ManagedIdentity|UserAssignedManagedIdentity +if ([string]::IsNullOrEmpty($authenticationOption)) +{ + $authenticationOption = "ManagedIdentity" +} +if ($authenticationOption -eq "UserAssignedManagedIdentity") +{ + $uamiClientID = Get-AutomationVariable -Name "AzureOptimization_UAMIClientID" +} + +$workspaceId = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceId" +$workspaceName = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceName" +$workspaceRG = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceRG" +$workspaceSubscriptionId = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceSubId" +$workspaceTenantId = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceTenantId" + +$storageAccountSink = Get-AutomationVariable -Name "AzureOptimization_StorageSink" + + +$storageAccountSinkContainer = Get-AutomationVariable -Name "AzureOptimization_RecommendationsContainer" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($storageAccountSinkContainer)) { + $storageAccountSinkContainer = "recommendationsexports" +} + +$deploymentDate = Get-AutomationVariable -Name "AzureOptimization_DeploymentDate" # yyyy-MM-dd format +$deploymentDate = $deploymentDate.Replace('"', "") + +$lognamePrefix = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsLogPrefix" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($lognamePrefix)) +{ + $lognamePrefix = "AzureOptimization" +} + +$sqlserver = Get-AutomationVariable -Name "AzureOptimization_SQLServerHostname" +$sqldatabase = Get-AutomationVariable -Name "AzureOptimization_SQLServerDatabase" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($sqldatabase)) +{ + $sqldatabase = "azureoptimization" +} + +$consumptionOffsetDays = [int] (Get-AutomationVariable -Name "AzureOptimization_ConsumptionOffsetDays") +$consumptionOffsetDaysStart = $consumptionOffsetDays + 1 + +$SqlTimeout = 120 +$LogAnalyticsIngestControlTable = "LogAnalyticsIngestControl" + +# Authenticate against Azure + +"Logging in to Azure with $authenticationOption..." + +switch ($authenticationOption) { + "UserAssignedManagedIdentity" { + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment -AccountId $uamiClientID + break + } + Default { #ManagedIdentity + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment + break + } +} + +$cloudDetails = Get-AzEnvironment -Name $CloudEnvironment +$azureSqlDomain = $cloudDetails.SqlDatabaseDnsSuffix.Substring(1) + +Write-Output "Finding tables where recommendations will be generated from..." + +$tries = 0 +$connectionSuccess = $false +do { + $tries++ + try { + $dbToken = Get-AzAccessToken -ResourceUrl "https://$azureSqlDomain/" + $Conn = New-Object System.Data.SqlClient.SqlConnection("Server=tcp:$sqlserver,1433;Database=$sqldatabase;Encrypt=True;Connection Timeout=$SqlTimeout;") + $Conn.AccessToken = $dbToken.Token + $Conn.Open() + $Cmd=new-object system.Data.SqlClient.SqlCommand + $Cmd.Connection = $Conn + $Cmd.CommandTimeout = $SqlTimeout + $Cmd.CommandText = "SELECT * FROM [dbo].[$LogAnalyticsIngestControlTable] WHERE CollectedType IN ('ARGLoadBalancer','AzureConsumption','ARGResourceContainers')" + + $sqlAdapter = New-Object System.Data.SqlClient.SqlDataAdapter + $sqlAdapter.SelectCommand = $Cmd + $controlRows = New-Object System.Data.DataTable + $sqlAdapter.Fill($controlRows) | Out-Null + $connectionSuccess = $true + } + catch { + Write-Output "Failed to contact SQL at try $tries." + Write-Output $Error[0] + Start-Sleep -Seconds ($tries * 20) + } +} while (-not($connectionSuccess) -and $tries -lt 3) + +if (-not($connectionSuccess)) +{ + throw "Could not establish connection to SQL." +} + +$lbsTableName = $lognamePrefix + ($controlRows | Where-Object { $_.CollectedType -eq 'ARGLoadBalancer' }).LogAnalyticsSuffix + "_CL" +$consumptionTableName = $lognamePrefix + ($controlRows | Where-Object { $_.CollectedType -eq 'AzureConsumption' }).LogAnalyticsSuffix + "_CL" +$subscriptionsTableName = $lognamePrefix + ($controlRows | Where-Object { $_.CollectedType -eq 'ARGResourceContainers' }).LogAnalyticsSuffix + "_CL" + +Write-Output "Will run query against tables $lbsTableName, $subscriptionsTableName and $consumptionTableName" + +$Conn.Close() +$Conn.Dispose() + +$recommendationSearchTimeSpan = 30 + $consumptionOffsetDaysStart + +# Grab a context reference to the Storage Account where the recommendations file will be stored + + +$saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -UseConnectedAccount -Environment $cloudEnvironment + +if ($workspaceSubscriptionId -ne $storageAccountSinkSubscriptionId) +{ + Select-AzSubscription -SubscriptionId $workspaceSubscriptionId +} + +$recommendationsErrors = 0 + +# Execute the Cost recommendation query against Log Analytics + +$baseQuery = @" + let interval = 30d; + let etime = todatetime(toscalar($consumptionTableName | where todatetime(Date_s) < now() and todatetime(Date_s) > ago(interval) | summarize max(todatetime(Date_s)))); + let stime = etime-interval; + $lbsTableName + | where TimeGenerated > ago(1d) + | where SkuName_s == 'Standard' + | where (toint(BackendPoolsCount_s) == 0 or ((toint(BackendIPCount_s) == 0 or isempty(BackendIPCount_s)) and (toint(BackendAddressesCount_s) == 0 or isempty(BackendAddressesCount_s)))) and toint(InboundNatPoolsCount_s) == 0 + | where toint(LbRulesCount_s) != 0 or toint(InboundNatRulesCount_s) != 0 or toint(OutboundRulesCount_s) != 0 + | distinct InstanceName_s, InstanceId_s, SubscriptionGuid_g, TenantGuid_g, ResourceGroupName_s, SkuName_s, Tags_s, Cloud_s + | join kind=leftouter ( + $consumptionTableName + | where todatetime(Date_s) between (stime..etime) + | project InstanceId_s=tolower(ResourceId), CostInBillingCurrency_s, Date_s + ) on InstanceId_s + | summarize Last30DaysCost=sum(todouble(CostInBillingCurrency_s)) by InstanceName_s, InstanceId_s, SubscriptionGuid_g, TenantGuid_g, ResourceGroupName_s, SkuName_s, Tags_s, Cloud_s + | join kind=leftouter ( + $subscriptionsTableName + | where TimeGenerated > ago(1d) + | where ContainerType_s =~ 'microsoft.resources/subscriptions' + | project SubscriptionGuid_g, SubscriptionName = ContainerName_s + ) on SubscriptionGuid_g +"@ + +try +{ + $queryResults = Invoke-AzOperationalInsightsQuery -WorkspaceId $workspaceId -Query $baseQuery -Timespan (New-TimeSpan -Days $recommendationSearchTimeSpan) -Wait 600 -IncludeStatistics + if ($queryResults) + { + $results = [System.Linq.Enumerable]::ToArray($queryResults.Results) + } +} +catch +{ + Write-Warning -Message "Query failed. Debug the following query in the AOE Log Analytics workspace: $baseQuery" + Write-Warning -Message $error[0] + $recommendationsErrors++ +} + +Write-Output "Costs query finished with $($results.Count) results." + +Write-Output "Query statistics: $($queryResults.Statistics.query)" + +# Build the recommendations objects + +$recommendations = @() +$datetime = (get-date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyy-MM-ddTHH:mm:00.000Z") + +foreach ($result in $results) +{ + $queryInstanceId = $result.InstanceId_s + $queryText = @" + $lbsTableName + | where InstanceId_s == '$queryInstanceId' + | where SkuName_s == 'Standard' + | where (toint(BackendPoolsCount_s) == 0 or ((BackendIPCount_s == 0 or isempty(BackendIPCount_s)) and (BackendAddressesCount_s == 0 or isempty(BackendAddressesCount_s)))) and toint(InboundNatPoolsCount_s) == 0 + | where toint(LbRulesCount_s) != 0 or toint(InboundNatRulesCount_s) != 0 or toint(OutboundRulesCount_s) != 0 + | distinct InstanceId_s, InstanceName_s, SkuName_s, TimeGenerated + | summarize FirstUnusedDate = min(TimeGenerated) by InstanceId_s, InstanceName_s, SkuName_s + | join kind=leftouter ( + $consumptionTableName + | project InstanceId_s=tolower(ResourceId), CostInBillingCurrency_s, Date_s + ) on InstanceId_s + | summarize CostsSinceUnused = sumif(todouble(CostInBillingCurrency_s), todatetime(Date_s) > FirstUnusedDate) by InstanceName_s, FirstUnusedDate, SkuName_s +"@ + $encodedQuery = [System.Uri]::EscapeDataString($queryText) + $detailsQueryStart = $deploymentDate + $detailsQueryEnd = $datetime.AddDays(8).ToString("yyyy-MM-dd") + switch ($cloudEnvironment) + { + "AzureCloud" { $azureTld = "com" } + "AzureChinaCloud" { $azureTld = "cn" } + "AzureUSGovernment" { $azureTld = "us" } + default { $azureTld = "com" } + } + $detailsURL = "https://portal.azure.$azureTld#@$workspaceTenantId/blade/Microsoft_Azure_Monitoring_Logs/LogsBlade/resourceId/%2Fsubscriptions%2F$workspaceSubscriptionId%2Fresourcegroups%2F$workspaceRG%2Fproviders%2Fmicrosoft.operationalinsights%2Fworkspaces%2F$workspaceName/source/LogsBlade.AnalyticsShareLinkToQuery/query/$encodedQuery/timespan/$($detailsQueryStart)T00%3A00%3A00.000Z%2F$($detailsQueryEnd)T00%3A00%3A00.000Z" + + $additionalInfoDictionary = @{} + + $additionalInfoDictionary["currentSku"] = $result.SkuName_s + $additionalInfoDictionary["CostsAmount"] = [double] $result.Last30DaysCost + $additionalInfoDictionary["savingsAmount"] = [double] $result.Last30DaysCost + + $fitScore = 5 + + $tags = @{} + + if (-not([string]::IsNullOrEmpty($result.Tags_s))) + { + $tagPairs = $result.Tags_s.Substring(2, $result.Tags_s.Length - 3).Split(';') + foreach ($tagPairString in $tagPairs) + { + $tagPair = $tagPairString.Split('=') + if (-not([string]::IsNullOrEmpty($tagPair[0])) -and -not([string]::IsNullOrEmpty($tagPair[1]))) + { + $tagName = $tagPair[0].Trim() + $tagValue = $tagPair[1].Trim() + $tags[$tagName] = $tagValue + } + } + } + + $recommendation = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $result.Cloud_s + Category = "Cost" + ImpactedArea = "Microsoft.Network/loadBalancers" + Impact = "Medium" + RecommendationType = "Saving" + RecommendationSubType = "UnusedStandardLoadBalancers" + RecommendationSubTypeId = "f1ed3bb2-3cb5-41e6-ba38-7001d5ff87f5" + RecommendationDescription = "Standard Load Balancers with rules defined and without a backend pool incur in unnecessary costs" + RecommendationAction = "Delete the Load Balancer" + InstanceId = $result.InstanceId_s + InstanceName = $result.InstanceName_s + AdditionalInfo = $additionalInfoDictionary + ResourceGroup = $result.ResourceGroupName_s + SubscriptionGuid = $result.SubscriptionGuid_g + SubscriptionName = $result.SubscriptionName + TenantGuid = $result.TenantGuid_g + FitScore = $fitScore + Tags = $tags + DetailsURL = $detailsURL + } + + $recommendations += $recommendation +} + +# Export the recommendations as JSON to blob storage + +$fileDate = $datetime.ToString("yyyy-MM-dd") +$jsonExportPath = "unusedstdloadbalancers-$fileDate.json" +$recommendations | ConvertTo-Json | Out-File $jsonExportPath + +$jsonBlobName = $jsonExportPath +$jsonProperties = @{"ContentType" = "application/json"}; +Set-AzStorageBlobContent -File $jsonExportPath -Container $storageAccountSinkContainer -Properties $jsonProperties -Blob $jsonBlobName -Context $saCtx -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Uploaded $jsonBlobName to Blob Storage..." + +Remove-Item -Path $jsonExportPath -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Removed $jsonExportPath from local disk..." + + +# Execute the Operational Excellence recommendation query against Log Analytics + +$baseQuery = @" + $lbsTableName + | where TimeGenerated > ago(1d) + | where (toint(BackendPoolsCount_s) == 0 or BackendIPCount_s == 0 or isempty(BackendIPCount_s)) and toint(InboundNatPoolsCount_s) == 0 + | distinct InstanceName_s, InstanceId_s, SubscriptionGuid_g, TenantGuid_g, ResourceGroupName_s, SkuName_s, Tags_s, Cloud_s + | join kind=leftouter ( + $subscriptionsTableName + | where TimeGenerated > ago(1d) + | where ContainerType_s =~ 'microsoft.resources/subscriptions' + | project SubscriptionGuid_g, SubscriptionName = ContainerName_s + ) on SubscriptionGuid_g +"@ + +try +{ + $queryResults = Invoke-AzOperationalInsightsQuery -WorkspaceId $workspaceId -Query $baseQuery -Timespan (New-TimeSpan -Days 2) -Wait 600 -IncludeStatistics + if ($queryResults) + { + $results = [System.Linq.Enumerable]::ToArray($queryResults.Results) + } +} +catch +{ + Write-Warning -Message "Query failed. Debug the following query in the AOE Log Analytics workspace: $baseQuery" + Write-Warning -Message $error[0] + $recommendationsErrors++ +} + +Write-Output "Operational Excellence query finished with $($results.Count) results." + +Write-Output "Query statistics: $($queryResults.Statistics.query)" + +# Build the recommendations objects + +$recommendations = @() +$datetime = (get-date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyy-MM-ddTHH:mm:00.000Z") + +foreach ($result in $results) +{ + switch ($result.Cloud_s) + { + "AzureCloud" { $azureTld = "com" } + "AzureChinaCloud" { $azureTld = "cn" } + "AzureUSGovernment" { $azureTld = "us" } + default { $azureTld = "com" } + } + + $queryInstanceId = $result.InstanceId_s + $detailsURL = "https://portal.azure.$azureTld/#@$workspaceTenantId/resource/$queryInstanceId/overview" + + $additionalInfoDictionary = @{} + + $additionalInfoDictionary["currentSku"] = $result.SkuName_s + + $fitScore = 5 + + $tags = @{} + + if (-not([string]::IsNullOrEmpty($result.Tags_s))) + { + $tagPairs = $result.Tags_s.Substring(2, $result.Tags_s.Length - 3).Split(';') + foreach ($tagPairString in $tagPairs) + { + $tagPair = $tagPairString.Split('=') + if (-not([string]::IsNullOrEmpty($tagPair[0])) -and -not([string]::IsNullOrEmpty($tagPair[1]))) + { + $tagName = $tagPair[0].Trim() + $tagValue = $tagPair[1].Trim() + $tags[$tagName] = $tagValue + } + } + } + + $recommendation = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $result.Cloud_s + Category = "OperationalExcellence" + ImpactedArea = "Microsoft.Network/loadBalancers" + Impact = "Medium" + RecommendationType = "BestPractices" + RecommendationSubType = "UnusedLoadBalancers" + RecommendationSubTypeId = "48619512-f4e6-4241-9c85-16f7c987950c" + RecommendationDescription = "Load Balancers without a backend pool are useless" + RecommendationAction = "Delete the Load Balancer" + InstanceId = $result.InstanceId_s + InstanceName = $result.InstanceName_s + AdditionalInfo = $additionalInfoDictionary + ResourceGroup = $result.ResourceGroupName_s + SubscriptionGuid = $result.SubscriptionGuid_g + SubscriptionName = $result.SubscriptionName + TenantGuid = $result.TenantGuid_g + FitScore = $fitScore + Tags = $tags + DetailsURL = $detailsURL + } + + $recommendations += $recommendation +} + +# Export the recommendations as JSON to blob storage + +$fileDate = $datetime.ToString("yyyy-MM-dd") +$jsonExportPath = "unusedloadbalancers-$fileDate.json" +$recommendations | ConvertTo-Json | Out-File $jsonExportPath + +$jsonBlobName = $jsonExportPath +$jsonProperties = @{"ContentType" = "application/json"}; +Set-AzStorageBlobContent -File $jsonExportPath -Container $storageAccountSinkContainer -Properties $jsonProperties -Blob $jsonBlobName -Context $saCtx -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Uploaded $jsonBlobName to Blob Storage..." + +Remove-Item -Path $jsonExportPath -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Removed $jsonExportPath from local disk..." + +if ($recommendationsErrors -gt 0) +{ + throw "Some of the recommendations queries failed. Please, review the job logs for additional information." +} \ No newline at end of file diff --git a/docs/deploy/optimization-engine/0.8/runbooks/recommendations/Recommend-VMOptimizationsToBlobStorage.ps1 b/docs/deploy/optimization-engine/0.8/runbooks/recommendations/Recommend-VMOptimizationsToBlobStorage.ps1 new file mode 100644 index 000000000..cd2da514d --- /dev/null +++ b/docs/deploy/optimization-engine/0.8/runbooks/recommendations/Recommend-VMOptimizationsToBlobStorage.ps1 @@ -0,0 +1,461 @@ +$ErrorActionPreference = "Stop" + +# Collect generic and recommendation-specific variables + +$cloudEnvironment = Get-AutomationVariable -Name "AzureOptimization_CloudEnvironment" -ErrorAction SilentlyContinue # AzureCloud|AzureChinaCloud +if ([string]::IsNullOrEmpty($cloudEnvironment)) +{ + $cloudEnvironment = "AzureCloud" +} +$authenticationOption = Get-AutomationVariable -Name "AzureOptimization_AuthenticationOption" -ErrorAction SilentlyContinue # ManagedIdentity|UserAssignedManagedIdentity +if ([string]::IsNullOrEmpty($authenticationOption)) +{ + $authenticationOption = "ManagedIdentity" +} +if ($authenticationOption -eq "UserAssignedManagedIdentity") +{ + $uamiClientID = Get-AutomationVariable -Name "AzureOptimization_UAMIClientID" +} + +$workspaceId = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceId" +$workspaceName = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceName" +$workspaceRG = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceRG" +$workspaceSubscriptionId = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceSubId" +$workspaceTenantId = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceTenantId" + +$storageAccountSink = Get-AutomationVariable -Name "AzureOptimization_StorageSink" + + +$storageAccountSinkContainer = Get-AutomationVariable -Name "AzureOptimization_RecommendationsContainer" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($storageAccountSinkContainer)) { + $storageAccountSinkContainer = "recommendationsexports" +} + +$deploymentDate = Get-AutomationVariable -Name "AzureOptimization_DeploymentDate" # yyyy-MM-dd format +$deploymentDate = $deploymentDate.Replace('"', "") + +$lognamePrefix = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsLogPrefix" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($lognamePrefix)) +{ + $lognamePrefix = "AzureOptimization" +} + +$sqlserver = Get-AutomationVariable -Name "AzureOptimization_SQLServerHostname" +$sqldatabase = Get-AutomationVariable -Name "AzureOptimization_SQLServerDatabase" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($sqldatabase)) +{ + $sqldatabase = "azureoptimization" +} + +$deallocatedIntervalDays = [int] (Get-AutomationVariable -Name "AzureOptimization_RecommendationLongDeallocatedVmsIntervalDays") +$consumptionOffsetDays = [int] (Get-AutomationVariable -Name "AzureOptimization_ConsumptionOffsetDays") +$consumptionOffsetDaysStart = $consumptionOffsetDays + 1 + +$SqlTimeout = 120 +$LogAnalyticsIngestControlTable = "LogAnalyticsIngestControl" + +# Authenticate against Azure + +"Logging in to Azure with $authenticationOption..." + +switch ($authenticationOption) { + "UserAssignedManagedIdentity" { + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment -AccountId $uamiClientID + break + } + Default { #ManagedIdentity + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment + break + } +} + +$cloudDetails = Get-AzEnvironment -Name $CloudEnvironment +$azureSqlDomain = $cloudDetails.SqlDatabaseDnsSuffix.Substring(1) + +Write-Output "Finding tables where recommendations will be generated from..." + +$tries = 0 +$connectionSuccess = $false +do { + $tries++ + try { + $dbToken = Get-AzAccessToken -ResourceUrl "https://$azureSqlDomain/" + $Conn = New-Object System.Data.SqlClient.SqlConnection("Server=tcp:$sqlserver,1433;Database=$sqldatabase;Encrypt=True;Connection Timeout=$SqlTimeout;") + $Conn.AccessToken = $dbToken.Token + $Conn.Open() + $Cmd=new-object system.Data.SqlClient.SqlCommand + $Cmd.Connection = $Conn + $Cmd.CommandTimeout = $SqlTimeout + $Cmd.CommandText = "SELECT * FROM [dbo].[$LogAnalyticsIngestControlTable] WHERE CollectedType IN ('ARGManagedDisk','ARGVirtualMachine','AzureConsumption','ARGResourceContainers')" + + $sqlAdapter = New-Object System.Data.SqlClient.SqlDataAdapter + $sqlAdapter.SelectCommand = $Cmd + $controlRows = New-Object System.Data.DataTable + $sqlAdapter.Fill($controlRows) | Out-Null + $connectionSuccess = $true + } + catch { + Write-Output "Failed to contact SQL at try $tries." + Write-Output $Error[0] + Start-Sleep -Seconds ($tries * 20) + } +} while (-not($connectionSuccess) -and $tries -lt 3) + +if (-not($connectionSuccess)) +{ + throw "Could not establish connection to SQL." +} + +$vmsTableName = $lognamePrefix + ($controlRows | Where-Object { $_.CollectedType -eq 'ARGVirtualMachine' }).LogAnalyticsSuffix + "_CL" +$disksTableName = $lognamePrefix + ($controlRows | Where-Object { $_.CollectedType -eq 'ARGManagedDisk' }).LogAnalyticsSuffix + "_CL" +$consumptionTableName = $lognamePrefix + ($controlRows | Where-Object { $_.CollectedType -eq 'AzureConsumption' }).LogAnalyticsSuffix + "_CL" +$subscriptionsTableName = $lognamePrefix + ($controlRows | Where-Object { $_.CollectedType -eq 'ARGResourceContainers' }).LogAnalyticsSuffix + "_CL" + +Write-Output "Will run query against tables $vmsTableName, $disksTableName, $subscriptionsTableName and $consumptionTableName" + +$Conn.Close() +$Conn.Dispose() + +$recommendationSearchTimeSpan = $deallocatedIntervalDays + $consumptionOffsetDaysStart +$offlineInterval = $deallocatedIntervalDays + $consumptionOffsetDays +$billingInterval = 30 + $consumptionOffsetDays + +# Grab a context reference to the Storage Account where the recommendations file will be stored + + +$saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -UseConnectedAccount -Environment $cloudEnvironment + +if ($workspaceSubscriptionId -ne $storageAccountSinkSubscriptionId) +{ + Select-AzSubscription -SubscriptionId $workspaceSubscriptionId +} + +$recommendationsErrors = 0 + +Write-Output "Looking for VMs that have been deallocated for more than 30 days..." + +# Execute the recommendation query against Log Analytics + +$baseQuery = @" + let offlineInterval = $($offlineInterval)d; + let billingInterval = $($billingInterval)d; + let billingWindowIntervalEnd = $($consumptionOffsetDays)d; + let billingWindowIntervalStart = $($consumptionOffsetDaysStart)d; + let etime = todatetime(toscalar($consumptionTableName | where todatetime(Date_s) < now() and todatetime(Date_s) > ago(billingInterval) | summarize max(todatetime(Date_s)))); + let stime = etime-offlineInterval; + let BilledVMs = $consumptionTableName + | where todatetime(Date_s) between (stime..etime) + | where ResourceId like 'microsoft.compute/virtualmachines/' or ResourceId like 'microsoft.classiccompute/virtualmachines/' + | extend InstanceId_s = tolower(ResourceId) + | distinct InstanceId_s; + let RunningVMs = $vmsTableName + | where TimeGenerated > ago(billingWindowIntervalStart) and TimeGenerated < ago(billingWindowIntervalEnd) + | where PowerState_s has_any ('running','starting','readyrole') + | distinct InstanceId_s; + let BilledDisks = $consumptionTableName + | where todatetime(Date_s) between (stime..etime) + | where ResourceId like 'microsoft.compute/disks/' + | extend BillingInstanceId = tolower(ResourceId) + | summarize DisksCosts = sum(todouble(CostInBillingCurrency_s)) by BillingInstanceId; + $vmsTableName + | where TimeGenerated > ago(billingWindowIntervalStart) and TimeGenerated < ago(billingWindowIntervalEnd) + | where InstanceId_s !in (RunningVMs) + | join kind=leftouter (BilledVMs) on InstanceId_s + | where isempty(InstanceId_s1) + | project InstanceId_s, VMName_s, ResourceGroupName_s, SubscriptionGuid_g, TenantGuid_g, Cloud_s, Tags_s + | join kind=leftouter ( + $disksTableName + | where TimeGenerated > ago(1d) + | project DiskInstanceId = InstanceId_s, SKU_s, OwnerVMId_s + ) on `$left.InstanceId_s == `$right.OwnerVMId_s + | join kind=leftouter ( + BilledDisks + ) on `$left.DiskInstanceId == `$right.BillingInstanceId + | summarize TotalDisksCosts = sum(DisksCosts) by InstanceId_s, VMName_s, ResourceGroupName_s, SubscriptionGuid_g, TenantGuid_g, Cloud_s, Tags_s + | join kind=leftouter ( + $subscriptionsTableName + | where TimeGenerated > ago(1d) + | where ContainerType_s =~ 'microsoft.resources/subscriptions' + | project SubscriptionGuid_g, SubscriptionName = ContainerName_s + ) on SubscriptionGuid_g +"@ + +try +{ + $queryResults = Invoke-AzOperationalInsightsQuery -WorkspaceId $workspaceId -Query $baseQuery -Timespan (New-TimeSpan -Days $recommendationSearchTimeSpan) -Wait 600 -IncludeStatistics + if ($queryResults) + { + $results = [System.Linq.Enumerable]::ToArray($queryResults.Results) + } +} +catch +{ + Write-Warning -Message "Query failed. Debug the following query in the AOE Log Analytics workspace: $baseQuery" + Write-Warning -Message $error[0] + $recommendationsErrors++ +} + +Write-Output "Query finished with $($results.Count) results." + +Write-Output "Query statistics: $($queryResults.Statistics.query)" + +# Build the recommendations objects + +$recommendations = @() +$datetime = (get-date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyy-MM-ddTHH:mm:00.000Z") + +foreach ($result in $results) +{ + $queryInstanceId = $result.InstanceId_s + $queryText = @" + let offlineInterval = $($offlineInterval)d; + $consumptionTableName + | extend ResourceId = tolower(ResourceId) + | where ResourceId =~ '$queryInstanceId' + | where todatetime(Date_s) < now() + | join kind=inner ( + $disksTableName + | extend DiskInstanceId = InstanceId_s + ) + on `$left.ResourceId == `$right.OwnerVMId_s + | summarize DeallocatedSince = max(todatetime(Date_s)) by DiskName_s, DiskSizeGB_s, SKU_s, DiskInstanceId + | join kind=inner + ( + $consumptionTableName + | where todatetime(Date_s) > ago(offlineInterval) + | extend DiskInstanceId = tolower(ResourceId) + | summarize DiskCosts = sum(todouble(CostInBillingCurrency_s)) by DiskInstanceId + ) + on DiskInstanceId + | project DeallocatedSince, DiskName_s, DiskSizeGB_s, SKU_s, MonthlyCosts = DiskCosts +"@ + $encodedQuery = [System.Uri]::EscapeDataString($queryText) + $detailsQueryStart = $deploymentDate + $detailsQueryEnd = $datetime.AddDays(8).ToString("yyyy-MM-dd") + switch ($cloudEnvironment) + { + "AzureCloud" { $azureTld = "com" } + "AzureChinaCloud" { $azureTld = "cn" } + "AzureUSGovernment" { $azureTld = "us" } + default { $azureTld = "com" } + } + $detailsURL = "https://portal.azure.$azureTld#@$workspaceTenantId/blade/Microsoft_Azure_Monitoring_Logs/LogsBlade/resourceId/%2Fsubscriptions%2F$workspaceSubscriptionId%2Fresourcegroups%2F$workspaceRG%2Fproviders%2Fmicrosoft.operationalinsights%2Fworkspaces%2F$workspaceName/source/LogsBlade.AnalyticsShareLinkToQuery/query/$encodedQuery/timespan/$($detailsQueryStart)T00%3A00%3A00.000Z%2F$($detailsQueryEnd)T00%3A00%3A00.000Z" + + $additionalInfoDictionary = @{} + + $additionalInfoDictionary["LongDeallocatedThreshold"] = $deallocatedIntervalDays + $additionalInfoDictionary["CostsAmount"] = [double] $result.TotalDisksCosts + $additionalInfoDictionary["savingsAmount"] = [double] $result.TotalDisksCosts + + $fitScore = 5 + + $tags = @{} + + if (-not([string]::IsNullOrEmpty($result.Tags_s))) + { + $tagPairs = $result.Tags_s.Substring(2, $result.Tags_s.Length - 3).Split(';') + foreach ($tagPairString in $tagPairs) + { + $tagPair = $tagPairString.Split('=') + if (-not([string]::IsNullOrEmpty($tagPair[0])) -and -not([string]::IsNullOrEmpty($tagPair[1]))) + { + $tagName = $tagPair[0].Trim() + $tagValue = $tagPair[1].Trim() + $tags[$tagName] = $tagValue + } + } + } + + $recommendation = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $result.Cloud_s + Category = "Cost" + ImpactedArea = "Microsoft.Compute/virtualMachines" + Impact = "Medium" + RecommendationType = "Saving" + RecommendationSubType = "LongDeallocatedVms" + RecommendationSubTypeId = "c320b790-2e58-452a-aa63-7b62c383ad8a" + RecommendationDescription = "Virtual Machine has been deallocated for long with disks still incurring costs" + RecommendationAction = "Delete Virtual Machine or downgrade its disks to Standard HDD SKU" + InstanceId = $result.InstanceId_s + InstanceName = $result.VMName_s + AdditionalInfo = $additionalInfoDictionary + ResourceGroup = $result.ResourceGroupName_s + SubscriptionGuid = $result.SubscriptionGuid_g + SubscriptionName = $result.SubscriptionName + TenantGuid = $result.TenantGuid_g + FitScore = $fitScore + Tags = $tags + DetailsURL = $detailsURL + } + + $recommendations += $recommendation +} + +# Export the recommendations as JSON to blob storage + +$fileDate = $datetime.ToString("yyyy-MM-dd") +$jsonExportPath = "longdeallocatedvms-$fileDate.json" +$recommendations | ConvertTo-Json | Out-File $jsonExportPath + +$jsonBlobName = $jsonExportPath +$jsonProperties = @{"ContentType" = "application/json"}; +Set-AzStorageBlobContent -File $jsonExportPath -Container $storageAccountSinkContainer -Properties $jsonProperties -Blob $jsonBlobName -Context $saCtx -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Uploaded $jsonBlobName to Blob Storage..." + +Remove-Item -Path $jsonExportPath -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Removed $jsonExportPath from local disk..." + +Write-Output "Looking for VMs that are stopped (not deallocated)..." + +# Execute the recommendation query against Log Analytics + +$baseQuery = @" + $vmsTableName + | where TimeGenerated > ago(1d) + | where PowerState_s has 'stopped' + | project InstanceId_s, VMName_s, ResourceGroupName_s, SubscriptionGuid_g, TenantGuid_g, Cloud_s, Tags_s + | join kind=leftouter ( + $consumptionTableName + | where TimeGenerated > ago(1d) and MeterCategory_s == 'Virtual Machines' + | project InstanceId_s=tolower(ResourceId), UnitPrice_s, EffectivePrice_s + | summarize arg_max(todouble(EffectivePrice_s), *) by InstanceId_s + | project InstanceId_s, MonthlyCost=24*todouble(iif(todouble(UnitPrice_s) > 0, todouble(UnitPrice_s), todouble(EffectivePrice_s)))*30 + ) on InstanceId_s + | join kind=leftouter ( + $subscriptionsTableName + | where TimeGenerated > ago(1d) + | where ContainerType_s =~ 'microsoft.resources/subscriptions' + | project SubscriptionGuid_g, SubscriptionName = ContainerName_s + ) on SubscriptionGuid_g +"@ + +try +{ + $queryResults = Invoke-AzOperationalInsightsQuery -WorkspaceId $workspaceId -Query $baseQuery -Timespan (New-TimeSpan -Days $recommendationSearchTimeSpan) -Wait 600 -IncludeStatistics + if ($queryResults) + { + $results = [System.Linq.Enumerable]::ToArray($queryResults.Results) + } +} +catch +{ + Write-Warning -Message "Query failed. Debug the following query in the AOE Log Analytics workspace: $baseQuery" + Write-Warning -Message $error[0] + $recommendationsErrors++ +} + +Write-Output "Query finished with $($results.Count) results." + +Write-Output "Query statistics: $($queryResults.Statistics.query)" + +# Build the recommendations objects + +$recommendations = @() +$datetime = (get-date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyy-MM-ddTHH:mm:00.000Z") + +foreach ($result in $results) +{ + $queryInstanceId = $result.InstanceId_s + $queryText = @" + let LastNonStopped = toscalar($vmsTableName + | where InstanceId_s =~ '$queryInstanceId' + | where TimeGenerated < now() + | where PowerState_s !has 'stopped' + | summarize max(todatetime(StatusDate_s))); + $consumptionTableName + | where ResourceId =~ '$queryInstanceId' + | where todatetime(Date_s) >= LastNonStopped + | where MeterCategory_s == 'Virtual Machines' + | summarize ComputeCostsSinceStopped = sum(todouble(Quantity_s)*todouble(UnitPrice_s)) by MeterSubCategory_s, StoppedSince=LastNonStopped +"@ + $encodedQuery = [System.Uri]::EscapeDataString($queryText) + $detailsQueryStart = $deploymentDate + $detailsQueryEnd = $datetime.AddDays(8).ToString("yyyy-MM-dd") + switch ($cloudEnvironment) + { + "AzureCloud" { $azureTld = "com" } + "AzureChinaCloud" { $azureTld = "cn" } + "AzureUSGovernment" { $azureTld = "us" } + default { $azureTld = "com" } + } + $detailsURL = "https://portal.azure.$azureTld#@$workspaceTenantId/blade/Microsoft_Azure_Monitoring_Logs/LogsBlade/resourceId/%2Fsubscriptions%2F$workspaceSubscriptionId%2Fresourcegroups%2F$workspaceRG%2Fproviders%2Fmicrosoft.operationalinsights%2Fworkspaces%2F$workspaceName/source/LogsBlade.AnalyticsShareLinkToQuery/query/$encodedQuery/timespan/$($detailsQueryStart)T00%3A00%3A00.000Z%2F$($detailsQueryEnd)T00%3A00%3A00.000Z" + + $additionalInfoDictionary = @{} + + $additionalInfoDictionary["CostsAmount"] = [double] $result.MonthlyCost + $additionalInfoDictionary["savingsAmount"] = [double] $result.MonthlyCost + + $fitScore = 5 + + $tags = @{} + + if (-not([string]::IsNullOrEmpty($result.Tags_s))) + { + $tagPairs = $result.Tags_s.Substring(2, $result.Tags_s.Length - 3).Split(';') + foreach ($tagPairString in $tagPairs) + { + $tagPair = $tagPairString.Split('=') + if (-not([string]::IsNullOrEmpty($tagPair[0])) -and -not([string]::IsNullOrEmpty($tagPair[1]))) + { + $tagName = $tagPair[0].Trim() + $tagValue = $tagPair[1].Trim() + $tags[$tagName] = $tagValue + } + } + } + + $recommendation = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $result.Cloud_s + Category = "Cost" + ImpactedArea = "Microsoft.Compute/virtualMachines" + Impact = "High" + RecommendationType = "Saving" + RecommendationSubType = "StoppedVms" + RecommendationSubTypeId = "110fea55-a9c3-480d-8248-116f61e139a8" + RecommendationDescription = "Virtual Machine is stopped (not deallocated) and still incurring costs" + RecommendationAction = "Deallocate Virtual Machine" + InstanceId = $result.InstanceId_s + InstanceName = $result.VMName_s + AdditionalInfo = $additionalInfoDictionary + ResourceGroup = $result.ResourceGroupName_s + SubscriptionGuid = $result.SubscriptionGuid_g + SubscriptionName = $result.SubscriptionName + TenantGuid = $result.TenantGuid_g + FitScore = $fitScore + Tags = $tags + DetailsURL = $detailsURL + } + + $recommendations += $recommendation +} + +# Export the recommendations as JSON to blob storage + +$fileDate = $datetime.ToString("yyyy-MM-dd") +$jsonExportPath = "stoppedvms-$fileDate.json" +$recommendations | ConvertTo-Json | Out-File $jsonExportPath + +$jsonBlobName = $jsonExportPath +$jsonProperties = @{"ContentType" = "application/json"}; +Set-AzStorageBlobContent -File $jsonExportPath -Container $storageAccountSinkContainer -Properties $jsonProperties -Blob $jsonBlobName -Context $saCtx -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Uploaded $jsonBlobName to Blob Storage..." + +Remove-Item -Path $jsonExportPath -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Removed $jsonExportPath from local disk..." + +if ($recommendationsErrors -gt 0) +{ + throw "Some of the recommendations queries failed. Please, review the job logs for additional information." +} \ No newline at end of file diff --git a/docs/deploy/optimization-engine/0.8/runbooks/recommendations/Recommend-VMSSOptimizationsToBlobStorage.ps1 b/docs/deploy/optimization-engine/0.8/runbooks/recommendations/Recommend-VMSSOptimizationsToBlobStorage.ps1 new file mode 100644 index 000000000..122620177 --- /dev/null +++ b/docs/deploy/optimization-engine/0.8/runbooks/recommendations/Recommend-VMSSOptimizationsToBlobStorage.ps1 @@ -0,0 +1,797 @@ +$ErrorActionPreference = "Stop" + +function Find-SkuHourlyPrice { + param ( + [object[]] $SKUPriceSheet, + [string] $SKUName + ) + + $skuPriceObject = $null + + if ($SKUPriceSheet) + { + $skuNameParts = $SKUName.Split('_') + + if ($skuNameParts.Count -eq 3) # e.g., Standard_D1_v2 + { + $skuNameFilter = "*" + $skuNameParts[1] + " *" + $skuVersionFilter = "*" + $skuNameParts[2] + $skuPrices = $SKUPriceSheet | Where-Object { $_.MeterName_s -like $skuNameFilter ` + -and $_.MeterName_s -notlike '*Low Priority' -and $_.MeterName_s -notlike '*Expired' ` + -and $_.MeterName_s -like $skuVersionFilter -and $_.MeterSubCategory_s -notlike '*Windows' -and $_.UnitPrice_s -ne 0 } + + if (($skuPrices -or $skuPrices.Count -ge 1) -and $skuPrices.Count -le 2) + { + $skuPriceObject = $skuPrices[0] + } + if ($skuPrices.Count -gt 2) # D1-like scenarios + { + $skuFilter = "*" + $skuNameParts[1] + " " + $skuNameParts[2] + "*" + $skuPrices = $skuPrices | Where-Object { $_.MeterName_s -like $skuFilter } + + if (($skuPrices -or $skuPrices.Count -ge 1) -and $skuPrices.Count -le 2) + { + $skuPriceObject = $skuPrices[0] + } + } + } + + if ($skuNameParts.Count -eq 2) # e.g., Standard_D1 + { + $skuNameFilter = "*" + $skuNameParts[1] + "*" + + $skuPrices = $SKUPriceSheet | Where-Object { $_.MeterName_s -like $skuNameFilter ` + -and $_.MeterName_s -notlike '*Low Priority' -and $_.MeterName_s -notlike '*Expired' ` + -and $_.MeterName_s -notlike '* v*' -and $_.MeterSubCategory_s -notlike '*Windows' -and $_.UnitPrice_s -ne 0 } + + if (($skuPrices -or $skuPrices.Count -ge 1) -and $skuPrices.Count -le 2) + { + $skuPriceObject = $skuPrices[0] + } + if ($skuPrices.Count -gt 2) # D1-like scenarios + { + $skuFilterLeft = "*" + $skuNameParts[1] + "/*" + $skuFilterRight = "*/" + $skuNameParts[1] + "*" + $skuPrices = $skuPrices | Where-Object { $_.MeterName_s -like $skuFilterLeft -or $_.MeterName_s -like $skuFilterRight } + + if (($skuPrices -or $skuPrices.Count -ge 1) -and $skuPrices.Count -le 2) + { + $skuPriceObject = $skuPrices[0] + } + } + } + } + + $targetHourlyPrice = [double]::MaxValue + if ($null -ne $skuPriceObject) + { + $targetUnitHours = [int] (Select-String -InputObject $skuPriceObject.UnitOfMeasure_s -Pattern "^\d+").Matches[0].Value + if ($targetUnitHours -gt 0) + { + $targetHourlyPrice = [double] ($skuPriceObject.UnitPrice_s / $targetUnitHours) + } + } + + return $targetHourlyPrice +} + +# Collect generic and recommendation-specific variables + +$cloudEnvironment = Get-AutomationVariable -Name "AzureOptimization_CloudEnvironment" -ErrorAction SilentlyContinue # AzureCloud|AzureChinaCloud +if ([string]::IsNullOrEmpty($cloudEnvironment)) +{ + $cloudEnvironment = "AzureCloud" +} +$authenticationOption = Get-AutomationVariable -Name "AzureOptimization_AuthenticationOption" -ErrorAction SilentlyContinue # ManagedIdentity|UserAssignedManagedIdentity +if ([string]::IsNullOrEmpty($authenticationOption)) +{ + $authenticationOption = "ManagedIdentity" +} +if ($authenticationOption -eq "UserAssignedManagedIdentity") +{ + $uamiClientID = Get-AutomationVariable -Name "AzureOptimization_UAMIClientID" +} + +$workspaceId = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceId" +$workspaceName = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceName" +$workspaceRG = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceRG" +$workspaceSubscriptionId = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceSubId" +$workspaceTenantId = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceTenantId" + +$storageAccountSink = Get-AutomationVariable -Name "AzureOptimization_StorageSink" + + +$storageAccountSinkContainer = Get-AutomationVariable -Name "AzureOptimization_RecommendationsContainer" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($storageAccountSinkContainer)) { + $storageAccountSinkContainer = "recommendationsexports" +} + +$deploymentDate = Get-AutomationVariable -Name "AzureOptimization_DeploymentDate" # yyyy-MM-dd format +$deploymentDate = $deploymentDate.Replace('"', "") + +$lognamePrefix = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsLogPrefix" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($lognamePrefix)) +{ + $lognamePrefix = "AzureOptimization" +} + +$sqlserver = Get-AutomationVariable -Name "AzureOptimization_SQLServerHostname" +$sqldatabase = Get-AutomationVariable -Name "AzureOptimization_SQLServerDatabase" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($sqldatabase)) +{ + $sqldatabase = "azureoptimization" +} + +# percentiles variables +$cpuPercentile = [int] (Get-AutomationVariable -Name "AzureOptimization_PerfPercentileCpu" -ErrorAction SilentlyContinue) +if (-not($cpuPercentile -gt 0)) { + $cpuPercentile = 99 +} +$memoryPercentile = [int] (Get-AutomationVariable -Name "AzureOptimization_PerfPercentileMemory" -ErrorAction SilentlyContinue) +if (-not($memoryPercentile -gt 0)) { + $memoryPercentile = 99 +} + +# perf thresholds variables +$cpuPercentageThreshold = [int] (Get-AutomationVariable -Name "AzureOptimization_PerfThresholdCpuPercentage" -ErrorAction SilentlyContinue) +if (-not($cpuPercentageThreshold -gt 0)) { + $cpuPercentageThreshold = 30 +} +$memoryPercentageThreshold = [int] (Get-AutomationVariable -Name "AzureOptimization_PerfThresholdMemoryPercentage" -ErrorAction SilentlyContinue) +if (-not($memoryPercentageThreshold -gt 0)) { + $memoryPercentageThreshold = 50 +} +$cpuDegradedMaxPercentageThreshold = [int] (Get-AutomationVariable -Name "AzureOptimization_PerfThresholdCpuDegradedMaxPercentage" -ErrorAction SilentlyContinue) +if (-not($cpuDegradedMaxPercentageThreshold -gt 0)) { + $cpuDegradedMaxPercentageThreshold = 95 +} +$cpuDegradedAvgPercentageThreshold = [int] (Get-AutomationVariable -Name "AzureOptimization_PerfThresholdCpuDegradedAvgPercentage" -ErrorAction SilentlyContinue) +if (-not($cpuDegradedAvgPercentageThreshold -gt 0)) { + $cpuDegradedAvgPercentageThreshold = 75 +} +$memoryDegradedPercentageThreshold = [int] (Get-AutomationVariable -Name "AzureOptimization_PerfThresholdMemoryDegradedPercentage" -ErrorAction SilentlyContinue) +if (-not($memoryDegradedPercentageThreshold -gt 0)) { + $memoryDegradedPercentageThreshold = 90 +} + +$consumptionOffsetDays = [int] (Get-AutomationVariable -Name "AzureOptimization_ConsumptionOffsetDays") +$consumptionOffsetDaysStart = $consumptionOffsetDays + 1 + +$perfDaysBackwards = [int] (Get-AutomationVariable -Name "AzureOptimization_RecommendPerfPeriodInDays" -ErrorAction SilentlyContinue) +if (-not($perfDaysBackwards -gt 0)) { + $perfDaysBackwards = 7 +} + +$perfTimeGrain = Get-AutomationVariable -Name "AzureOptimization_RecommendPerfTimeGrain" -ErrorAction SilentlyContinue +if (-not($perfTimeGrain)) { + $perfTimeGrain = "1h" +} + +$referenceRegion = Get-AutomationVariable -Name "AzureOptimization_ReferenceRegion" + +$SqlTimeout = 120 +$LogAnalyticsIngestControlTable = "LogAnalyticsIngestControl" + +# Authenticate against Azure + +"Logging in to Azure with $authenticationOption..." + +switch ($authenticationOption) { + "UserAssignedManagedIdentity" { + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment -AccountId $uamiClientID + break + } + Default { #ManagedIdentity + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment + break + } +} + +$cloudDetails = Get-AzEnvironment -Name $CloudEnvironment +$azureSqlDomain = $cloudDetails.SqlDatabaseDnsSuffix.Substring(1) + +Write-Output "Finding tables where recommendations will be generated from..." + +$tries = 0 +$connectionSuccess = $false +do { + $tries++ + try { + $dbToken = Get-AzAccessToken -ResourceUrl "https://$azureSqlDomain/" + $Conn = New-Object System.Data.SqlClient.SqlConnection("Server=tcp:$sqlserver,1433;Database=$sqldatabase;Encrypt=True;Connection Timeout=$SqlTimeout;") + $Conn.AccessToken = $dbToken.Token + $Conn.Open() + $Cmd=new-object system.Data.SqlClient.SqlCommand + $Cmd.Connection = $Conn + $Cmd.CommandTimeout = $SqlTimeout + $Cmd.CommandText = "SELECT * FROM [dbo].[$LogAnalyticsIngestControlTable] WHERE CollectedType IN ('ARGVMSS','MonitorMetrics','ARGResourceContainers','AzureConsumption','Pricesheet')" + + $sqlAdapter = New-Object System.Data.SqlClient.SqlDataAdapter + $sqlAdapter.SelectCommand = $Cmd + $controlRows = New-Object System.Data.DataTable + $sqlAdapter.Fill($controlRows) | Out-Null + $connectionSuccess = $true + } + catch { + Write-Output "Failed to contact SQL at try $tries." + Write-Output $Error[0] + Start-Sleep -Seconds ($tries * 20) + } +} while (-not($connectionSuccess) -and $tries -lt 3) + +if (-not($connectionSuccess)) +{ + throw "Could not establish connection to SQL." +} + +$vmssTableName = $lognamePrefix + ($controlRows | Where-Object { $_.CollectedType -eq 'ARGVMSS' }).LogAnalyticsSuffix + "_CL" +$metricsTableName = $lognamePrefix + ($controlRows | Where-Object { $_.CollectedType -eq 'MonitorMetrics' }).LogAnalyticsSuffix + "_CL" +$subscriptionsTableName = $lognamePrefix + ($controlRows | Where-Object { $_.CollectedType -eq 'ARGResourceContainers' }).LogAnalyticsSuffix + "_CL" +$consumptionTableName = $lognamePrefix + ($controlRows | Where-Object { $_.CollectedType -eq 'AzureConsumption' }).LogAnalyticsSuffix + "_CL" +$pricesheetTableName = $lognamePrefix + ($controlRows | Where-Object { $_.CollectedType -eq 'Pricesheet' }).LogAnalyticsSuffix + "_CL" + +Write-Output "Will run query against tables $vmssTableName, $metricsTableName, $subscriptionsTableName, $pricesheetTableName and $consumptionTableName" + +$Conn.Close() +$Conn.Dispose() + +$recommendationSearchTimeSpan = 30 + $consumptionOffsetDaysStart + +# Grab a context reference to the Storage Account where the recommendations file will be stored + + +$saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -UseConnectedAccount -Environment $cloudEnvironment + +if ($workspaceSubscriptionId -ne $storageAccountSinkSubscriptionId) +{ + Select-AzSubscription -SubscriptionId $workspaceSubscriptionId +} + +Write-Output "Getting Virtual Machine SKUs for the $referenceRegion region..." + +$skus = Get-AzComputeResourceSku -Location $referenceRegion | Where-Object { $_.ResourceType -eq "virtualMachines" } + +Write-Output "Getting the current Pricesheet..." + +if ($cloudEnvironment -eq "AzureCloud") +{ + $pricesheetRegion = "EU West" +} + +try +{ + $pricesheetEntries = @() + + $baseQuery = @" + $pricesheetTableName + | where TimeGenerated > ago(14d) + | where MeterCategory_s == 'Virtual Machines' and MeterRegion_s == '$pricesheetRegion' and PriceType_s == 'Consumption' + | distinct MeterName_s, MeterSubCategory_s, MeterCategory_s, MeterRegion_s, UnitPrice_s, UnitOfMeasure_s +"@ + + $queryResults = Invoke-AzOperationalInsightsQuery -WorkspaceId $workspaceId -Query $baseQuery -Timespan (New-TimeSpan -Days 14) -Wait 600 -IncludeStatistics + $pricesheetEntries = [System.Linq.Enumerable]::ToArray($queryResults.Results) + + Write-Output "Query finished with $($pricesheetEntries.Count) results." + Write-Output "Query statistics: $($queryResults.Statistics.query)" +} +catch +{ + Write-Warning -Message "Query failed. Debug the following query in the AOE Log Analytics workspace: $baseQuery" + Write-Warning -Message $error[0] + Write-Output "Consumption pricesheet not available, will estimate savings based in cores count..." +} + +$skuPricesFound = @{} + +$recommendationsErrors = 0 + +Write-Output "Looking for underutilized Scale Sets, with less than $cpuPercentageThreshold% CPU and $memoryPercentageThreshold% RAM usage..." + +$baseQuery = @" + let billingInterval = 30d; + let perfInterval = $($perfDaysBackwards)d; + let cpuPercentileValue = $cpuPercentile; + let memoryPercentileValue = $memoryPercentile; + let etime = todatetime(toscalar($consumptionTableName | where todatetime(Date_s) < now() and todatetime(Date_s) > ago(30d) | summarize max(todatetime(Date_s)))); + let stime = etime-billingInterval; + + let BilledVMs = $consumptionTableName + | where todatetime(Date_s) between (stime..etime) and ResourceId contains 'virtualmachinescalesets' + | extend VMConsumedQuantity = iif(ResourceId contains 'virtualmachinescalesets' and MeterCategory_s == 'Virtual Machines', todouble(Quantity_s), 0.0) + | extend VMPrice = iif(ResourceId contains 'virtualmachinescalesets' and MeterCategory_s == 'Virtual Machines', todouble(EffectivePrice_s), 0.0) + | extend FinalCost = VMPrice * VMConsumedQuantity + | extend InstanceId_s = tolower(ResourceId) + | summarize Last30DaysCost = sum(FinalCost), Last30DaysQuantity = sum(VMConsumedQuantity) by InstanceId_s; + + let MemoryPerf = $metricsTableName + | where TimeGenerated > ago(perfInterval) + | where MetricNames_s == "Available Memory Bytes" and AggregationType_s == "Minimum" + | extend MemoryAvailableMBs = todouble(MetricValue_s)/1024/1024 + | project TimeGenerated, MemoryAvailableMBs, InstanceId_s=ResourceId + | join kind=inner ( + $vmssTableName + | where TimeGenerated > ago(1d) + | distinct InstanceId_s, MemoryMB_s + ) on InstanceId_s + | extend MemoryPercentage = todouble(toint(MemoryMB_s) - toint(MemoryAvailableMBs)) / todouble(MemoryMB_s) * 100 + | summarize PMemoryPercentage = percentile(MemoryPercentage, memoryPercentileValue) by InstanceId_s; + + let ProcessorPerf = $metricsTableName + | where TimeGenerated > ago(perfInterval) + | where MetricNames_s == "Percentage CPU" and AggregationType_s == 'Maximum' + | extend InstanceId_s = ResourceId + | summarize PCPUPercentage = percentile(todouble(MetricValue_s), cpuPercentileValue) by InstanceId_s; + + $vmssTableName + | where TimeGenerated > ago(1d) + | distinct InstanceId_s, VMSSName_s, ResourceGroupName_s, SubscriptionGuid_g, Cloud_s, TenantGuid_g, VMSSSize_s, NicCount_s, DataDiskCount_s, Capacity_s, Tags_s + | join kind=inner ( BilledVMs ) on InstanceId_s + | join kind=leftouter ( MemoryPerf ) on InstanceId_s + | join kind=leftouter ( ProcessorPerf ) on InstanceId_s + | project InstanceId_s, VMSSName = VMSSName_s, ResourceGroup = ResourceGroupName_s, SubscriptionId = SubscriptionGuid_g, Cloud_s, TenantGuid_g, VMSSSize_s, NicCount_s, DataDiskCount_s, Capacity_s, PMemoryPercentage, PCPUPercentage, Tags_s, Last30DaysCost, Last30DaysQuantity + | join kind=leftouter ( + $subscriptionsTableName + | where TimeGenerated > ago(1d) + | where ContainerType_s =~ 'microsoft.resources/subscriptions' + | project SubscriptionId = SubscriptionGuid_g, SubscriptionName = ContainerName_s + ) on SubscriptionId + | where isnotempty(PMemoryPercentage) and isnotempty(PCPUPercentage) and PMemoryPercentage < $memoryPercentageThreshold and PCPUPercentage < $cpuPercentageThreshold +"@ + +try +{ + $queryResults = Invoke-AzOperationalInsightsQuery -WorkspaceId $workspaceId -Query $baseQuery -Timespan (New-TimeSpan -Days $recommendationSearchTimeSpan) -Wait 600 -IncludeStatistics + if ($queryResults) + { + $results = [System.Linq.Enumerable]::ToArray($queryResults.Results) + } +} +catch +{ + Write-Warning -Message "Query failed. Debug the following query in the AOE Log Analytics workspace: $baseQuery" + Write-Warning -Message $error[0] + $recommendationsErrors++ +} + +Write-Output "Query finished with $($results.Count) results." + +Write-Output "Query statistics: $($queryResults.Statistics.query)" + +# Build the recommendations objects + +$recommendations = @() +$datetime = (get-date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyy-MM-ddTHH:mm:00.000Z") + +foreach ($result in $results) +{ + + $targetSku = $null + $currentSku = $skus | Where-Object { $_.Name -eq $result.VMSSSize_s } + + $currentSkuvCPUs = [int]($currentSku.Capabilities | Where-Object { $_.Name -eq 'vCPUsAvailable' }).Value + + $memoryNeeded = [double]($currentSku.Capabilities | Where-Object { $_.Name -eq 'MemoryGB' }).Value * ([double] $result.PMemoryPercentage / 100) + $cpuNeeded = [double]$currentSkuvCPUs * ([double] $result.PCPUPercentage / 100) + $currentPremiumIO = [bool] ($currentSku.Capabilities | Where-Object { $_.Name -eq 'PremiumIO' }).Value + $currentCpuArch = ($currentSku.Capabilities | Where-Object { $_.Name -eq 'CpuArchitectureType' }).Value + + if ($null -eq $skuPricesFound[$currentSku.Name]) + { + $skuPricesFound[$currentSku.Name] = Find-SkuHourlyPrice -SKUName $currentSku.Name -SKUPriceSheet $pricesheetEntries + } + + $targetSkuCandidates = @() + + foreach ($sku in $skus) + { + $targetSkuCandidate = $null + + $skuCPUs = [int] ($sku.Capabilities | Where-Object { $_.Name -eq 'vCPUsAvailable' }).Value + $skuMemory = [int] ($sku.Capabilities | Where-Object { $_.Name -eq 'MemoryGB' }).Value + $skuMaxDataDisks = [int] ($sku.Capabilities | Where-Object { $_.Name -eq 'MaxDataDiskCount' }).Value + $skuMaxNICs = [int] ($sku.Capabilities | Where-Object { $_.Name -eq 'MaxNetworkInterfaces' }).Value + $skuPremiumIO = [bool] ($sku.Capabilities | Where-Object { $_.Name -eq 'PremiumIO' }).Value + $skuCpuArch = ($sku.Capabilities | Where-Object { $_.Name -eq 'CpuArchitectureType' }).Value + + if ($currentSku.Name -ne $sku.Name -and -not($sku.Name -like "*Promo*") -and [double]$skuCPUs -ge $cpuNeeded -and [double]$skuMemory -ge $memoryNeeded ` + -and $skuMaxDataDisks -ge [int] $result.DataDiskCount_s -and $skuMaxNICs -ge [int] $result.NicCount_s ` + -and ($currentPremiumIO -eq $false -or $skuPremiumIO -eq $currentPremiumIO) -and $skuCpuArch -eq $currentCpuArch) + { + if ($null -eq $skuPricesFound[$sku.Name]) + { + $skuPricesFound[$sku.Name] = Find-SkuHourlyPrice -SKUName $sku.Name -SKUPriceSheet $pricesheetEntries + } + + if ($skuPricesFound[$currentSku.Name] -eq 0 -or $skuPricesFound[$sku.Name] -lt $skuPricesFound[$currentSku.Name]) + { + $targetSkuCandidate = New-Object PSObject -Property @{ + Name = $sku.Name + HourlyPrice = $skuPricesFound[$sku.Name] + vCPUsAvailable = $skuCPUs + MemoryGB = $skuMemory + } + + $targetSkuCandidates += $targetSkuCandidate + } + } + } + + $targetSku = $targetSkuCandidates | Sort-Object -Property HourlyPrice,MemoryGB,vCPUsAvailable | Select-Object -First 1 + + if ($null -ne $targetSku) + { + $queryInstanceId = $result.InstanceId_s + $queryText = @" + let billingInterval = 30d; + let armId = `'$queryInstanceId`'; + let gInt = $perfTimeGrain; + let MemoryPerf = $metricsTableName + | where TimeGenerated > ago(billingInterval) + | extend CollectedDate = todatetime(strcat(format_datetime(TimeGenerated, 'yyyy-MM-dd'),'T',format_datetime(TimeGenerated, 'HH'),':00:00Z')) + | where ResourceId == armId + | where MetricNames_s == 'Available Memory Bytes' and AggregationType_s == 'Minimum' + | extend MemoryAvailableMBs = todouble(MetricValue_s)/1024/1024 + | project CollectedDate, MemoryAvailableMBs, InstanceId_s=ResourceId + | join kind=inner ( + $vmssTableName + | where TimeGenerated > ago(1d) + | distinct InstanceId_s, MemoryMB_s + ) on InstanceId_s + | extend MemoryPercentage = todouble(toint(MemoryMB_s) - toint(MemoryAvailableMBs)) / todouble(MemoryMB_s) * 100 + | summarize percentile(MemoryPercentage, $memoryPercentile) by bin(CollectedDate, gInt); + let ProcessorPerf = $metricsTableName + | where TimeGenerated > ago(billingInterval) + | extend CollectedDate = todatetime(strcat(format_datetime(TimeGenerated, 'yyyy-MM-dd'),'T',format_datetime(TimeGenerated, 'HH'),':00:00Z')) + | where ResourceId == armId + | where MetricNames_s == 'Percentage CPU' and AggregationType_s == 'Maximum' + | extend ProcessorPercentage = todouble(MetricValue_s) + | summarize percentile(ProcessorPercentage, $cpuPercentile) by bin(CollectedDate, gInt); + MemoryPerf + | join kind=inner (ProcessorPerf) on CollectedDate + | render timechart +"@ + + switch ($cloudEnvironment) + { + "AzureCloud" { $azureTld = "com" } + "AzureChinaCloud" { $azureTld = "cn" } + "AzureUSGovernment" { $azureTld = "us" } + default { $azureTld = "com" } + } + + $encodedQuery = [System.Uri]::EscapeDataString($queryText) + $detailsQueryStart = $datetime.AddDays(-30).ToString("yyyy-MM-dd") + $detailsQueryEnd = $datetime.AddDays(8).ToString("yyyy-MM-dd") + $detailsURL = "https://portal.azure.$azureTld#@$workspaceTenantId/blade/Microsoft_Azure_Monitoring_Logs/LogsBlade/resourceId/%2Fsubscriptions%2F$workspaceSubscriptionId%2Fresourcegroups%2F$workspaceRG%2Fproviders%2Fmicrosoft.operationalinsights%2Fworkspaces%2F$workspaceName/source/LogsBlade.AnalyticsShareLinkToQuery/query/$encodedQuery/timespan/$($detailsQueryStart)T00%3A00%3A00.000Z%2F$($detailsQueryEnd)T00%3A00%3A00.000Z" + + $additionalInfoDictionary = @{} + + $additionalInfoDictionary["SupportsDataDisksCount"] = "true" + $additionalInfoDictionary["SupportsNICCount"] = "true" + $additionalInfoDictionary["BelowCPUThreshold"] = "true" + $additionalInfoDictionary["BelowMemoryThreshold"] = "true" + $additionalInfoDictionary["currentSku"] = "$($result.VMSSSize_s)" + $additionalInfoDictionary["InstanceCount"] = [int] $result.Capacity_s + $additionalInfoDictionary["targetSku"] = "$($targetSku.Name)" + $additionalInfoDictionary["DataDiskCount"] = "$($result.DataDiskCount_s)" + $additionalInfoDictionary["NicCount"] = "$($result.NicCount_s)" + $additionalInfoDictionary["MetricCPUPercentage"] = "$($result.PCPUPercentage)" + $additionalInfoDictionary["MetricMemoryPercentage"] = "$($result.PMemoryPercentage)" + + $fitScore = 4 # needs disk IOPS and throughput analysis to improve score + + $fitScore = [Math]::max(0.0, $fitScore) + + $savingCoefficient = [double] $currentSkuvCPUs / [double] $targetSku.vCPUsAvailable + + if ($targetSku -and $null -eq $skuPricesFound[$targetSku.Name]) + { + $skuPricesFound[$targetSku.Name] = Find-SkuHourlyPrice -SKUName $targetSku.Name -SKUPriceSheet $pricesheetEntries + } + + $targetSkuSavingsMonthly = $result.Last30DaysCost - ($result.Last30DaysCost / $savingCoefficient) + + $tentativeTargetSkuSavingsMonthly = -1 + + if ($targetSku -and $skuPricesFound[$targetSku.Name] -lt [double]::MaxValue) + { + $targetSkuPrice = $skuPricesFound[$targetSku.Name] + + if ($null -eq $skuPricesFound[$currentSku.Name]) + { + $skuPricesFound[$currentSku.Name] = Find-SkuHourlyPrice -SKUName $currentSku.Name -SKUPriceSheet $pricesheetEntries + } + + if ($skuPricesFound[$currentSku.Name] -lt [double]::MaxValue) + { + $currentSkuPrice = $skuPricesFound[$currentSku.Name] + $tentativeTargetSkuSavingsMonthly = ($currentSkuPrice * [double] $result.Last30DaysQuantity) - ($targetSkuPrice * [double] $result.Last30DaysQuantity) + } + else + { + $tentativeTargetSkuSavingsMonthly = $result.Last30DaysCost - ($targetSkuPrice * [double] $result.Last30DaysQuantity) + } + } + + if ($tentativeTargetSkuSavingsMonthly -ge 0) + { + $targetSkuSavingsMonthly = $tentativeTargetSkuSavingsMonthly + } + + $tags = @{} + + if (-not([string]::IsNullOrEmpty($result.Tags_s))) + { + $tagPairs = $result.Tags_s.Substring(2, $result.Tags_s.Length - 3).Split(';') + foreach ($tagPairString in $tagPairs) + { + $tagPair = $tagPairString.Split('=') + if (-not([string]::IsNullOrEmpty($tagPair[0])) -and -not([string]::IsNullOrEmpty($tagPair[1]))) + { + $tagName = $tagPair[0].Trim() + $tagValue = $tagPair[1].Trim() + $tags[$tagName] = $tagValue + } + } + } + + if ($targetSkuSavingsMonthly -eq [double]::PositiveInfinity) + { + $targetSkuSavingsMonthly = [double] $result.Last30DaysCost / 2 + } + + $additionalInfoDictionary["savingsAmount"] = [double] $targetSkuSavingsMonthly + $additionalInfoDictionary["CostsAmount"] = [double] $result.Last30DaysCost + + $recommendation = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $result.Cloud_s + Category = "Cost" + ImpactedArea = "Microsoft.Compute/virtualMachineScaleSets" + Impact = "High" + RecommendationType = "Saving" + RecommendationSubType = "UnderusedVMSS" + RecommendationSubTypeId = "a4955cc9-533d-46a2-8625-5c4ebd1c30d5" + RecommendationDescription = "VM Scale Set has been underutilized" + RecommendationAction = "Resize VM Scale Set to lower SKU or scale it in" + InstanceId = $result.InstanceId_s + InstanceName = $result.VMSSName + AdditionalInfo = $additionalInfoDictionary + ResourceGroup = $result.ResourceGroup + SubscriptionGuid = $result.SubscriptionId + SubscriptionName = $result.SubscriptionName + TenantGuid = $result.TenantGuid_g + FitScore = $fitScore + Tags = $tags + DetailsURL = $detailsURL + } + + $recommendations += $recommendation + } +} + +# Export the recommendations as JSON to blob storage + +$fileDate = $datetime.ToString("yyyy-MM-dd") +$jsonExportPath = "vmss-underutilized-$fileDate.json" +$recommendations | ConvertTo-Json | Out-File $jsonExportPath + +$jsonBlobName = $jsonExportPath +$jsonProperties = @{"ContentType" = "application/json"}; +Set-AzStorageBlobContent -File $jsonExportPath -Container $storageAccountSinkContainer -Properties $jsonProperties -Blob $jsonBlobName -Context $saCtx -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Uploaded $jsonBlobName to Blob Storage..." + +Remove-Item -Path $jsonExportPath -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Removed $jsonExportPath from local disk..." + +Write-Output "Looking for performance constrained Scale Sets, with more than $cpuDegradedMaxPercentageThreshold% Max. CPU, $cpuDegradedAvgPercentageThreshold% Avg. CPU and $memoryDegradedPercentageThreshold% RAM usage..." + +$baseQuery = @" + let perfInterval = $($perfDaysBackwards)d; + + let MemoryPerf = $metricsTableName + | where TimeGenerated > ago(perfInterval) + | where MetricNames_s == "Available Memory Bytes" and AggregationType_s == "Minimum" + | extend MemoryAvailableMBs = todouble(MetricValue_s)/1024/1024 + | project TimeGenerated, MemoryAvailableMBs, InstanceId_s=ResourceId + | join kind=inner ( + $vmssTableName + | where TimeGenerated > ago(1d) + | distinct InstanceId_s, MemoryMB_s + ) on InstanceId_s + | extend MemoryPercentage = todouble(toint(MemoryMB_s) - toint(MemoryAvailableMBs)) / todouble(MemoryMB_s) * 100 + | summarize PMemoryPercentage = avg(MemoryPercentage) by InstanceId_s; + + let ProcessorMaxPerf = $metricsTableName + | where TimeGenerated > ago(perfInterval) + | where MetricNames_s == "Percentage CPU" and AggregationType_s == 'Maximum' + | extend InstanceId_s = ResourceId + | summarize PCPUMaxPercentage = avg(todouble(MetricValue_s)) by InstanceId_s; + + let ProcessorAvgPerf = $metricsTableName + | where TimeGenerated > ago(perfInterval) + | where MetricNames_s == "Percentage CPU" and AggregationType_s == 'Average' + | extend InstanceId_s = ResourceId + | summarize PCPUAvgPercentage = avg(todouble(MetricValue_s)) by InstanceId_s; + + $vmssTableName + | where TimeGenerated > ago(1d) + | distinct InstanceId_s, VMSSName_s, ResourceGroupName_s, SubscriptionGuid_g, Cloud_s, TenantGuid_g, VMSSSize_s, NicCount_s, DataDiskCount_s, Capacity_s, Tags_s + | join kind=leftouter ( MemoryPerf ) on InstanceId_s + | join kind=leftouter ( ProcessorMaxPerf ) on InstanceId_s + | join kind=leftouter ( ProcessorAvgPerf ) on InstanceId_s + | project InstanceId_s, VMSSName = VMSSName_s, ResourceGroup = ResourceGroupName_s, SubscriptionId = SubscriptionGuid_g, Cloud_s, TenantGuid_g, VMSSSize_s, NicCount_s, DataDiskCount_s, Capacity_s, PMemoryPercentage, PCPUMaxPercentage, PCPUAvgPercentage, Tags_s + | join kind=leftouter ( + $subscriptionsTableName + | where TimeGenerated > ago(1d) + | where ContainerType_s =~ 'microsoft.resources/subscriptions' + | project SubscriptionId = SubscriptionGuid_g, SubscriptionName = ContainerName_s + ) on SubscriptionId + | where isnotempty(PMemoryPercentage) and isnotempty(PCPUAvgPercentage) and isnotempty(PCPUMaxPercentage) and (PMemoryPercentage > $memoryDegradedPercentageThreshold or (PCPUMaxPercentage > $cpuDegradedMaxPercentageThreshold and PCPUAvgPercentage > $cpuDegradedAvgPercentageThreshold)) +"@ + +try +{ + $queryResults = Invoke-AzOperationalInsightsQuery -WorkspaceId $workspaceId -Query $baseQuery -Timespan (New-TimeSpan -Days $recommendationSearchTimeSpan) -Wait 600 -IncludeStatistics + if ($queryResults) + { + $results = [System.Linq.Enumerable]::ToArray($queryResults.Results) + } +} +catch +{ + Write-Warning -Message "Query failed. Debug the following query in the AOE Log Analytics workspace: $baseQuery" + Write-Warning -Message $error[0] + $recommendationsErrors++ +} + +Write-Output "Query finished with $($results.Count) results." + +Write-Output "Query statistics: $($queryResults.Statistics.query)" + +# Build the recommendations objects + +$recommendations = @() +$datetime = (get-date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyy-MM-ddTHH:mm:00.000Z") + +foreach ($result in $results) +{ + $queryInstanceId = $result.InstanceId_s + $queryText = @" + let perfInterval = $($perfDaysBackwards)d; + let armId = `'$queryInstanceId`'; + let gInt = $perfTimeGrain; + let MemoryPerf = $metricsTableName + | where TimeGenerated > ago(perfInterval) + | extend CollectedDate = todatetime(strcat(format_datetime(TimeGenerated, 'yyyy-MM-dd'),'T',format_datetime(TimeGenerated, 'HH'),':00:00Z')) + | where ResourceId == armId + | where MetricNames_s == 'Available Memory Bytes' and AggregationType_s == 'Minimum' + | extend MemoryAvailableMBs = todouble(MetricValue_s)/1024/1024 + | project CollectedDate, MemoryAvailableMBs, InstanceId_s=ResourceId + | join kind=inner ( + $vmssTableName + | where TimeGenerated > ago(1d) + | distinct InstanceId_s, MemoryMB_s + ) on InstanceId_s + | extend MemoryPercentage = todouble(toint(MemoryMB_s) - toint(MemoryAvailableMBs)) / todouble(MemoryMB_s) * 100 + | summarize avg(MemoryPercentage) by bin(CollectedDate, gInt); + let ProcessorMaxPerf = $metricsTableName + | where TimeGenerated > ago(perfInterval) + | extend CollectedDate = todatetime(strcat(format_datetime(TimeGenerated, 'yyyy-MM-dd'),'T',format_datetime(TimeGenerated, 'HH'),':00:00Z')) + | where ResourceId == armId + | where MetricNames_s == 'Percentage CPU' and AggregationType_s == 'Maximum' + | extend ProcessorMaxPercentage = todouble(MetricValue_s) + | summarize percentile(ProcessorMaxPercentage, $cpuPercentile) by bin(CollectedDate, gInt); + let ProcessorAvgPerf = $metricsTableName + | where TimeGenerated > ago(perfInterval) + | extend CollectedDate = todatetime(strcat(format_datetime(TimeGenerated, 'yyyy-MM-dd'),'T',format_datetime(TimeGenerated, 'HH'),':00:00Z')) + | where ResourceId == armId + | where MetricNames_s == 'Percentage CPU' and AggregationType_s == 'Average' + | extend ProcessorAvgPercentage = todouble(MetricValue_s) + | summarize percentile(ProcessorAvgPercentage, $cpuPercentile) by bin(CollectedDate, gInt); + MemoryPerf + | join kind=inner (ProcessorMaxPerf) on CollectedDate + | join kind=inner (ProcessorAvgPerf) on CollectedDate + | render timechart +"@ + + switch ($cloudEnvironment) + { + "AzureCloud" { $azureTld = "com" } + "AzureChinaCloud" { $azureTld = "cn" } + "AzureUSGovernment" { $azureTld = "us" } + default { $azureTld = "com" } + } + + $encodedQuery = [System.Uri]::EscapeDataString($queryText) + $detailsQueryStart = $datetime.AddDays(-30).ToString("yyyy-MM-dd") + $detailsQueryEnd = $datetime.AddDays(8).ToString("yyyy-MM-dd") + $detailsURL = "https://portal.azure.$azureTld#@$workspaceTenantId/blade/Microsoft_Azure_Monitoring_Logs/LogsBlade/resourceId/%2Fsubscriptions%2F$workspaceSubscriptionId%2Fresourcegroups%2F$workspaceRG%2Fproviders%2Fmicrosoft.operationalinsights%2Fworkspaces%2F$workspaceName/source/LogsBlade.AnalyticsShareLinkToQuery/query/$encodedQuery/timespan/$($detailsQueryStart)T00%3A00%3A00.000Z%2F$($detailsQueryEnd)T00%3A00%3A00.000Z" + + $additionalInfoDictionary = @{} + + $additionalInfoDictionary["currentSku"] = "$($result.VMSSSize_s)" + $additionalInfoDictionary["InstanceCount"] = [int] $result.Capacity_s + $additionalInfoDictionary["MetricCPUAvgPercentage"] = "$($result.PCPUAvgPercentage)" + $additionalInfoDictionary["MetricCPUMaxPercentage"] = "$($result.PCPUMaxPercentage)" + $additionalInfoDictionary["MetricMemoryPercentage"] = "$($result.PMemoryPercentage)" + + $fitScore = 3 # needs disk IOPS and throughput analysis to improve score + + if ([double] $result.PCPUMaxPercentage -gt [double] $cpuDegradedMaxPercentageThreshold -and [double] $result.PCPUAvgPercentage -gt [double] $cpuDegradedAvgPercentageThreshold) + { + $fitScore = 4 + } + + $tags = @{} + + if (-not([string]::IsNullOrEmpty($result.Tags_s))) + { + $tagPairs = $result.Tags_s.Substring(2, $result.Tags_s.Length - 3).Split(';') + foreach ($tagPairString in $tagPairs) + { + $tagPair = $tagPairString.Split('=') + if (-not([string]::IsNullOrEmpty($tagPair[0])) -and -not([string]::IsNullOrEmpty($tagPair[1]))) + { + $tagName = $tagPair[0].Trim() + $tagValue = $tagPair[1].Trim() + $tags[$tagName] = $tagValue + } + } + } + + $recommendation = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $result.Cloud_s + Category = "Performance" + ImpactedArea = "Microsoft.Compute/virtualMachineScaleSets" + Impact = "Medium" + RecommendationType = "BestPractices" + RecommendationSubType = "PerfConstrainedVMSS" + RecommendationSubTypeId = "20a40c62-e5c8-4cc3-9fc2-f4ac75013182" + RecommendationDescription = "VM Scale Set performance has been constrained by lack of resources" + RecommendationAction = "Resize VM Scale Set to higher SKU or scale it out" + InstanceId = $result.InstanceId_s + InstanceName = $result.VMSSName + AdditionalInfo = $additionalInfoDictionary + ResourceGroup = $result.ResourceGroup + SubscriptionGuid = $result.SubscriptionId + SubscriptionName = $result.SubscriptionName + TenantGuid = $result.TenantGuid_g + FitScore = $fitScore + Tags = $tags + DetailsURL = $detailsURL + } + + $recommendations += $recommendation +} + +# Export the recommendations as JSON to blob storage + +$fileDate = $datetime.ToString("yyyy-MM-dd") +$jsonExportPath = "vmss-perfconstrained-$fileDate.json" +$recommendations | ConvertTo-Json | Out-File $jsonExportPath + +$jsonBlobName = $jsonExportPath +$jsonProperties = @{"ContentType" = "application/json"}; +Set-AzStorageBlobContent -File $jsonExportPath -Container $storageAccountSinkContainer -Properties $jsonProperties -Blob $jsonBlobName -Context $saCtx -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Uploaded $jsonBlobName to Blob Storage..." + +Remove-Item -Path $jsonExportPath -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Removed $jsonExportPath from local disk..." + +if ($recommendationsErrors -gt 0) +{ + throw "Some of the recommendations queries failed. Please, review the job logs for additional information." +} \ No newline at end of file diff --git a/docs/deploy/optimization-engine/0.8/runbooks/recommendations/Recommend-VMsHighAvailabilityToBlobStorage.ps1 b/docs/deploy/optimization-engine/0.8/runbooks/recommendations/Recommend-VMsHighAvailabilityToBlobStorage.ps1 new file mode 100644 index 000000000..ddb29d768 --- /dev/null +++ b/docs/deploy/optimization-engine/0.8/runbooks/recommendations/Recommend-VMsHighAvailabilityToBlobStorage.ps1 @@ -0,0 +1,1476 @@ +$ErrorActionPreference = "Stop" + +# Collect generic and recommendation-specific variables + +$cloudEnvironment = Get-AutomationVariable -Name "AzureOptimization_CloudEnvironment" -ErrorAction SilentlyContinue # AzureCloud|AzureChinaCloud +if ([string]::IsNullOrEmpty($cloudEnvironment)) +{ + $cloudEnvironment = "AzureCloud" +} +$authenticationOption = Get-AutomationVariable -Name "AzureOptimization_AuthenticationOption" -ErrorAction SilentlyContinue # ManagedIdentity|UserAssignedManagedIdentity +if ([string]::IsNullOrEmpty($authenticationOption)) +{ + $authenticationOption = "ManagedIdentity" +} +if ($authenticationOption -eq "UserAssignedManagedIdentity") +{ + $uamiClientID = Get-AutomationVariable -Name "AzureOptimization_UAMIClientID" +} + +$workspaceId = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceId" +$workspaceSubscriptionId = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceSubId" + +$storageAccountSink = Get-AutomationVariable -Name "AzureOptimization_StorageSink" + + +$storageAccountSinkContainer = Get-AutomationVariable -Name "AzureOptimization_RecommendationsContainer" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($storageAccountSinkContainer)) { + $storageAccountSinkContainer = "recommendationsexports" +} + +$lognamePrefix = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsLogPrefix" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($lognamePrefix)) +{ + $lognamePrefix = "AzureOptimization" +} + +$sqlserver = Get-AutomationVariable -Name "AzureOptimization_SQLServerHostname" +$sqldatabase = Get-AutomationVariable -Name "AzureOptimization_SQLServerDatabase" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($sqldatabase)) +{ + $sqldatabase = "azureoptimization" +} + +$SqlTimeout = 120 +$LogAnalyticsIngestControlTable = "LogAnalyticsIngestControl" + +# Authenticate against Azure + +"Logging in to Azure with $authenticationOption..." + +switch ($authenticationOption) { + "UserAssignedManagedIdentity" { + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment -AccountId $uamiClientID + break + } + Default { #ManagedIdentity + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment + break + } +} + +$cloudDetails = Get-AzEnvironment -Name $CloudEnvironment +$azureSqlDomain = $cloudDetails.SqlDatabaseDnsSuffix.Substring(1) + +Write-Output "Finding tables where recommendations will be generated from..." + +$tries = 0 +$connectionSuccess = $false +do { + $tries++ + try { + $dbToken = Get-AzAccessToken -ResourceUrl "https://$azureSqlDomain/" + $Conn = New-Object System.Data.SqlClient.SqlConnection("Server=tcp:$sqlserver,1433;Database=$sqldatabase;Encrypt=True;Connection Timeout=$SqlTimeout;") + $Conn.AccessToken = $dbToken.Token + $Conn.Open() + $Cmd=new-object system.Data.SqlClient.SqlCommand + $Cmd.Connection = $Conn + $Cmd.CommandTimeout = $SqlTimeout + $Cmd.CommandText = "SELECT * FROM [dbo].[$LogAnalyticsIngestControlTable] WHERE CollectedType IN ('ARGVirtualMachine','ARGUnmanagedDisk','ARGAvailabilitySet','ARGResourceContainers','ARGVMSS')" + + $sqlAdapter = New-Object System.Data.SqlClient.SqlDataAdapter + $sqlAdapter.SelectCommand = $Cmd + $controlRows = New-Object System.Data.DataTable + $sqlAdapter.Fill($controlRows) | Out-Null + $connectionSuccess = $true + } + catch { + Write-Output "Failed to contact SQL at try $tries." + Write-Output $Error[0] + Start-Sleep -Seconds ($tries * 20) + } +} while (-not($connectionSuccess) -and $tries -lt 3) + +if (-not($connectionSuccess)) +{ + throw "Could not establish connection to SQL." +} + +$availSetTableName = $lognamePrefix + ($controlRows | Where-Object { $_.CollectedType -eq 'ARGAvailabilitySet' }).LogAnalyticsSuffix + "_CL" +$subscriptionsTableName = $lognamePrefix + ($controlRows | Where-Object { $_.CollectedType -eq 'ARGResourceContainers' }).LogAnalyticsSuffix + "_CL" +$vmsTableName = $lognamePrefix + ($controlRows | Where-Object { $_.CollectedType -eq 'ARGVirtualMachine' }).LogAnalyticsSuffix + "_CL" +$vhdsTableName = $lognamePrefix + ($controlRows | Where-Object { $_.CollectedType -eq 'ARGUnmanagedDisk' }).LogAnalyticsSuffix + "_CL" +$vmssTableName = $lognamePrefix + ($controlRows | Where-Object { $_.CollectedType -eq 'ARGVMSS' }).LogAnalyticsSuffix + "_CL" + +Write-Output "Will run query against tables $availSetTableName, $vmsTableName, $vmssTableName, $vhdsTableName and $subscriptionsTableName" + +$Conn.Close() +$Conn.Dispose() + +$recommendationSearchTimeSpan = 1 + +# Grab a context reference to the Storage Account where the recommendations file will be stored + + +$saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -UseConnectedAccount -Environment $cloudEnvironment + +if ($workspaceSubscriptionId -ne $storageAccountSinkSubscriptionId) +{ + Select-AzSubscription -SubscriptionId $workspaceSubscriptionId +} + +$recommendationsErrors = 0 + +Write-Output "Looking for Availability Sets with a low fault domain count..." + +# Execute the recommendation query against Log Analytics + +$baseQuery = @" + $availSetTableName + | where TimeGenerated > ago(1d) and toint(FaultDomains_s) < 3 and toint(FaultDomains_s) < todouble(VmCount_s)/2 + | project TimeGenerated, InstanceId_s, InstanceName_s, ResourceGroupName_s, SubscriptionGuid_g, TenantGuid_g, Cloud_s, Tags_s, FaultDomains_s, VmCount_s + | join kind=leftouter ( + $subscriptionsTableName + | where TimeGenerated > ago(1d) + | where ContainerType_s =~ 'microsoft.resources/subscriptions' + | project SubscriptionGuid_g, SubscriptionName = ContainerName_s + ) on SubscriptionGuid_g +"@ + +try +{ + $queryResults = Invoke-AzOperationalInsightsQuery -WorkspaceId $workspaceId -Query $baseQuery -Timespan (New-TimeSpan -Days $recommendationSearchTimeSpan) -Wait 600 -IncludeStatistics + if ($queryResults) + { + $results = [System.Linq.Enumerable]::ToArray($queryResults.Results) + } +} +catch +{ + Write-Warning -Message "Query failed. Debug the following query in the AOE Log Analytics workspace: $baseQuery" + Write-Warning -Message $error[0] + $recommendationsErrors++ +} + +Write-Output "Query finished with $($results.Count) results." + +Write-Output "Query statistics: $($queryResults.Statistics.query)" + +# Build the recommendations objects + +$recommendations = @() +$datetime = (get-date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyy-MM-ddTHH:mm:00.000Z") + +foreach ($result in $results) +{ + switch ($result.Cloud_s) + { + "AzureCloud" { $azureTld = "com" } + "AzureChinaCloud" { $azureTld = "cn" } + "AzureUSGovernment" { $azureTld = "us" } + default { $azureTld = "com" } + } + + $queryInstanceId = $result.InstanceId_s + $detailsURL = "https://portal.azure.$azureTld/#@$($result.TenantGuid_g)/resource/$queryInstanceId/overview" + + $additionalInfoDictionary = @{} + + $additionalInfoDictionary["FaultDomainCount"] = $result.FaultDomains_s + $additionalInfoDictionary["VMCount"] = $result.VmCount_s + + $fitScore = 5 + + $tags = @{} + + if (-not([string]::IsNullOrEmpty($result.Tags_s))) + { + $tagPairs = $result.Tags_s.Substring(2, $result.Tags_s.Length - 3).Split(';') + foreach ($tagPairString in $tagPairs) + { + $tagPair = $tagPairString.Split('=') + if (-not([string]::IsNullOrEmpty($tagPair[0])) -and -not([string]::IsNullOrEmpty($tagPair[1]))) + { + $tagName = $tagPair[0].Trim() + $tagValue = $tagPair[1].Trim() + $tags[$tagName] = $tagValue + } + } + } + + $recommendation = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $result.Cloud_s + Category = "HighAvailability" + ImpactedArea = "Microsoft.Compute/virtualMachines" + Impact = "High" + RecommendationType = "BestPractices" + RecommendationSubType = "AvailSetLowFaultDomainCount" + RecommendationSubTypeId = "255de20b-d5e4-4be5-9695-620b4a905774" + RecommendationDescription = "Availability Sets should have a fault domain count of 3 or equal or greater than half of the Virtual Machines count" + RecommendationAction = "Increase the fault domain count of your Availability Set" + InstanceId = $result.InstanceId_s + InstanceName = $result.InstanceName_s + AdditionalInfo = $additionalInfoDictionary + ResourceGroup = $result.ResourceGroupName_s + SubscriptionGuid = $result.SubscriptionGuid_g + SubscriptionName = $result.SubscriptionName + TenantGuid = $result.TenantGuid_g + FitScore = $fitScore + Tags = $tags + DetailsURL = $detailsURL + } + + $recommendations += $recommendation +} + +# Export the recommendations as JSON to blob storage + +$fileDate = $datetime.ToString("yyyy-MM-dd") +$jsonExportPath = "availsetsfaultdomaincount-$fileDate.json" +$recommendations | ConvertTo-Json | Out-File $jsonExportPath + +$jsonBlobName = $jsonExportPath +$jsonProperties = @{"ContentType" = "application/json"}; +Set-AzStorageBlobContent -File $jsonExportPath -Container $storageAccountSinkContainer -Properties $jsonProperties -Blob $jsonBlobName -Context $saCtx -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Uploaded $jsonBlobName to Blob Storage..." + +Remove-Item -Path $jsonExportPath -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Removed $jsonExportPath from local disk..." + +Write-Output "Looking for Availability Sets with a low update domain count..." + +$baseQuery = @" + $availSetTableName + | where TimeGenerated > ago(1d) and toint(UpdateDomains_s) < todouble(VmCount_s)/2 + | project TimeGenerated, InstanceId_s, InstanceName_s, ResourceGroupName_s, SubscriptionGuid_g, TenantGuid_g, Cloud_s, Tags_s, UpdateDomains_s, VmCount_s + | join kind=leftouter ( + $subscriptionsTableName + | where TimeGenerated > ago(1d) + | where ContainerType_s =~ 'microsoft.resources/subscriptions' + | project SubscriptionGuid_g, SubscriptionName = ContainerName_s + ) on SubscriptionGuid_g +"@ + +try +{ + $queryResults = Invoke-AzOperationalInsightsQuery -WorkspaceId $workspaceId -Query $baseQuery -Timespan (New-TimeSpan -Days $recommendationSearchTimeSpan) -Wait 600 -IncludeStatistics + if ($queryResults) + { + $results = [System.Linq.Enumerable]::ToArray($queryResults.Results) + } +} +catch +{ + Write-Warning -Message "Query failed. Debug the following query in the AOE Log Analytics workspace: $baseQuery" + Write-Warning -Message $error[0] + $recommendationsErrors++ +} + +Write-Output "Query finished with $($results.Count) results." + +Write-Output "Query statistics: $($queryResults.Statistics.query)" + +# Build the recommendations objects + +$recommendations = @() +$datetime = (get-date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyy-MM-ddTHH:mm:00.000Z") + +foreach ($result in $results) +{ + switch ($result.Cloud_s) + { + "AzureCloud" { $azureTld = "com" } + "AzureChinaCloud" { $azureTld = "cn" } + "AzureUSGovernment" { $azureTld = "us" } + default { $azureTld = "com" } + } + + $queryInstanceId = $result.InstanceId_s + $detailsURL = "https://portal.azure.$azureTld/#@$($result.TenantGuid_g)/resource/$queryInstanceId/overview" + + $additionalInfoDictionary = @{} + + $additionalInfoDictionary["UpdateDomainCount"] = $result.UpdateDomains_s + $additionalInfoDictionary["VMCount"] = $result.VmCount_s + + $fitScore = 5 + + $tags = @{} + + if (-not([string]::IsNullOrEmpty($result.Tags_s))) + { + $tagPairs = $result.Tags_s.Substring(2, $result.Tags_s.Length - 3).Split(';') + foreach ($tagPairString in $tagPairs) + { + $tagPair = $tagPairString.Split('=') + if (-not([string]::IsNullOrEmpty($tagPair[0])) -and -not([string]::IsNullOrEmpty($tagPair[1]))) + { + $tagName = $tagPair[0].Trim() + $tagValue = $tagPair[1].Trim() + $tags[$tagName] = $tagValue + } + } + } + + $recommendation = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $result.Cloud_s + Category = "HighAvailability" + ImpactedArea = "Microsoft.Compute/virtualMachines" + Impact = "High" + RecommendationType = "BestPractices" + RecommendationSubType = "AvailSetLowUpdateDomainCount" + RecommendationSubTypeId = "9764e285-2eca-46c5-b49e-649c039cf0cf" + RecommendationDescription = "Availability Sets should have an update domain count equal or greater than half of the Virtual Machines count" + RecommendationAction = "Increase the update domain count of your Availability Set" + InstanceId = $result.InstanceId_s + InstanceName = $result.InstanceName_s + AdditionalInfo = $additionalInfoDictionary + ResourceGroup = $result.ResourceGroupName_s + SubscriptionGuid = $result.SubscriptionGuid_g + SubscriptionName = $result.SubscriptionName + TenantGuid = $result.TenantGuid_g + FitScore = $fitScore + Tags = $tags + DetailsURL = $detailsURL + } + + $recommendations += $recommendation +} + +# Export the recommendations as JSON to blob storage + +$fileDate = $datetime.ToString("yyyy-MM-dd") +$jsonExportPath = "availsetsupdatedomaincount-$fileDate.json" +$recommendations | ConvertTo-Json | Out-File $jsonExportPath + +$jsonBlobName = $jsonExportPath +$jsonProperties = @{"ContentType" = "application/json"}; +Set-AzStorageBlobContent -File $jsonExportPath -Container $storageAccountSinkContainer -Properties $jsonProperties -Blob $jsonBlobName -Context $saCtx -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Uploaded $jsonBlobName to Blob Storage..." + +Remove-Item -Path $jsonExportPath -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Removed $jsonExportPath from local disk..." + +Write-Output "Looking for Availability Sets with VMs sharing storage accounts..." + +$baseQuery = @" + $vhdsTableName + | where TimeGenerated > ago(1d) + | extend StorageAccountName = tostring(split(InstanceId_s, '/')[0]) + | distinct TimeGenerated, StorageAccountName, OwnerVMId_s, SubscriptionGuid_g, TenantGuid_g, ResourceGroupName_s + | join kind=inner ( + $vmsTableName + | where TimeGenerated > ago(1d) and isnotempty(AvailabilitySetId_s) + | distinct VMName_s, InstanceId_s, AvailabilitySetId_s, Cloud_s, Tags_s + ) on `$left.OwnerVMId_s == `$right.InstanceId_s + | extend AvailabilitySetName = tostring(split(AvailabilitySetId_s,'/')[8]) + | summarize TimeGenerated = any(TimeGenerated), Tags_s=any(Tags_s), VMCount = count() by AvailabilitySetName, AvailabilitySetId_s, StorageAccountName, ResourceGroupName_s, SubscriptionGuid_g, TenantGuid_g, Cloud_s + | where VMCount > 1 + | join kind=leftouter ( + $subscriptionsTableName + | where TimeGenerated > ago(1d) + | where ContainerType_s =~ 'microsoft.resources/subscriptions' + | project SubscriptionGuid_g, SubscriptionName = ContainerName_s + ) on SubscriptionGuid_g +"@ + +try +{ + $queryResults = Invoke-AzOperationalInsightsQuery -WorkspaceId $workspaceId -Query $baseQuery -Timespan (New-TimeSpan -Days $recommendationSearchTimeSpan) -Wait 600 -IncludeStatistics -ErrorAction Continue + if ($queryResults) + { + $results = [System.Linq.Enumerable]::ToArray($queryResults.Results) + } +} +catch +{ + Write-Warning -Message "Query failed. Debug the following query in the AOE Log Analytics workspace: $baseQuery" + Write-Warning -Message $error[0] + $recommendationsErrors++ +} + +Write-Output "Query finished with $($results.Count) results." + +Write-Output "Query statistics: $($queryResults.Statistics.query)" + +# Build the recommendations objects + +$recommendations = @() +$datetime = (get-date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyy-MM-ddTHH:mm:00.000Z") + +foreach ($result in $results) +{ + switch ($result.Cloud_s) + { + "AzureCloud" { $azureTld = "com" } + "AzureChinaCloud" { $azureTld = "cn" } + "AzureUSGovernment" { $azureTld = "us" } + default { $azureTld = "com" } + } + + $queryInstanceId = $result.AvailabilitySetId_s + $detailsURL = "https://portal.azure.$azureTld/#@$($result.TenantGuid_g)/resource/$queryInstanceId/overview" + + $additionalInfoDictionary = @{} + + $additionalInfoDictionary["SharedStorageAccountName"] = $result.StorageAccountName + + $fitScore = 5 + + $tags = @{} + + if (-not([string]::IsNullOrEmpty($result.Tags_s))) + { + $tagPairs = $result.Tags_s.Substring(2, $result.Tags_s.Length - 3).Split(';') + foreach ($tagPairString in $tagPairs) + { + $tagPair = $tagPairString.Split('=') + if (-not([string]::IsNullOrEmpty($tagPair[0])) -and -not([string]::IsNullOrEmpty($tagPair[1]))) + { + $tagName = $tagPair[0].Trim() + $tagValue = $tagPair[1].Trim() + $tags[$tagName] = $tagValue + } + } + } + + $recommendation = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $result.Cloud_s + Category = "HighAvailability" + ImpactedArea = "Microsoft.Compute/virtualMachines" + Impact = "High" + RecommendationType = "BestPractices" + RecommendationSubType = "AvailSetSharedStorageAccount" + RecommendationSubTypeId = "e530029f-9b6a-413a-99ed-81af54502bb9" + RecommendationDescription = "Virtual Machines in unmanaged Availability Sets should not share the same Storage Account" + RecommendationAction = "Migrate Virtual Machines disks to Managed Disks or keep the disks in a dedicated Storage Account per VM" + InstanceId = $result.AvailabilitySetId_s + InstanceName = $result.AvailabilitySetName + AdditionalInfo = $additionalInfoDictionary + ResourceGroup = $result.ResourceGroupName_s + SubscriptionGuid = $result.SubscriptionGuid_g + SubscriptionName = $result.SubscriptionName + TenantGuid = $result.TenantGuid_g + FitScore = $fitScore + Tags = $tags + DetailsURL = $detailsURL + } + + $recommendations += $recommendation +} + +# Export the recommendations as JSON to blob storage + +$fileDate = $datetime.ToString("yyyy-MM-dd") +$jsonExportPath = "availsetsharedsa-$fileDate.json" +$recommendations | ConvertTo-Json | Out-File $jsonExportPath + +$jsonBlobName = $jsonExportPath +$jsonProperties = @{"ContentType" = "application/json"}; +Set-AzStorageBlobContent -File $jsonExportPath -Container $storageAccountSinkContainer -Properties $jsonProperties -Blob $jsonBlobName -Context $saCtx -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Uploaded $jsonBlobName to Blob Storage..." + +Remove-Item -Path $jsonExportPath -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Removed $jsonExportPath from local disk..." + +Write-Output "Looking for Storage Accounts with multiple VMs..." + +$baseQuery = @" + $vhdsTableName + | where TimeGenerated > ago(1d) + | extend StorageAccountName = tostring(split(InstanceId_s, '/')[0]) + | distinct TimeGenerated, StorageAccountName, OwnerVMId_s, SubscriptionGuid_g, TenantGuid_g, ResourceGroupName_s, Cloud_s + | join kind=inner ( + $vmsTableName + | where TimeGenerated > ago(1d) + | distinct InstanceId_s, Tags_s + ) on `$left.OwnerVMId_s == `$right.InstanceId_s + | summarize TimeGenerated = any(TimeGenerated), Tags_s=any(Tags_s), VMCount = count() by StorageAccountName, SubscriptionGuid_g, TenantGuid_g, ResourceGroupName_s, Cloud_s + | where VMCount > 1 + | extend StorageAccountId = strcat('/subscriptions/', SubscriptionGuid_g, '/resourcegroups/', ResourceGroupName_s, '/providers/microsoft.storage/storageaccounts/', StorageAccountName) + | join kind=leftouter ( + $subscriptionsTableName + | where TimeGenerated > ago(1d) + | where ContainerType_s =~ 'microsoft.resources/subscriptions' + | project SubscriptionGuid_g, SubscriptionName = ContainerName_s + ) on SubscriptionGuid_g +"@ + +try +{ + $queryResults = Invoke-AzOperationalInsightsQuery -WorkspaceId $workspaceId -Query $baseQuery -Timespan (New-TimeSpan -Days $recommendationSearchTimeSpan) -Wait 600 -IncludeStatistics -ErrorAction Continue + if ($queryResults) + { + $results = [System.Linq.Enumerable]::ToArray($queryResults.Results) + } +} +catch +{ + Write-Warning -Message "Query failed. Debug the following query in the AOE Log Analytics workspace: $baseQuery" + Write-Warning -Message $error[0] + $recommendationsErrors++ +} + +Write-Output "Query finished with $($results.Count) results." + +Write-Output "Query statistics: $($queryResults.Statistics.query)" + +# Build the recommendations objects + +$recommendations = @() +$datetime = (get-date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyy-MM-ddTHH:mm:00.000Z") + +foreach ($result in $results) +{ + switch ($result.Cloud_s) + { + "AzureCloud" { $azureTld = "com" } + "AzureChinaCloud" { $azureTld = "cn" } + "AzureUSGovernment" { $azureTld = "us" } + default { $azureTld = "com" } + } + + $queryInstanceId = $result.StorageAccountId + $detailsURL = "https://portal.azure.$azureTld/#@$($result.TenantGuid_g)/resource/$queryInstanceId/overview" + + $additionalInfoDictionary = @{} + + $additionalInfoDictionary["VirtualMachineCount"] = $result.VMCount + + $fitScore = 5 + + $tags = @{} + + if (-not([string]::IsNullOrEmpty($result.Tags_s))) + { + $tagPairs = $result.Tags_s.Substring(2, $result.Tags_s.Length - 3).Split(';') + foreach ($tagPairString in $tagPairs) + { + $tagPair = $tagPairString.Split('=') + if (-not([string]::IsNullOrEmpty($tagPair[0])) -and -not([string]::IsNullOrEmpty($tagPair[1]))) + { + $tagName = $tagPair[0].Trim() + $tagValue = $tagPair[1].Trim() + $tags[$tagName] = $tagValue + } + } + } + + $recommendation = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $result.Cloud_s + Category = "HighAvailability" + ImpactedArea = "Microsoft.Compute/virtualMachines" + Impact = "Medium" + RecommendationType = "BestPractices" + RecommendationSubType = "StorageAccountsMultipleVMs" + RecommendationSubTypeId = "b70f44fa-5ef9-4180-b2f9-9cc6be07ab3e" + RecommendationDescription = "Virtual Machines with unmanaged disks should not share the same Storage Account" + RecommendationAction = "Migrate Virtual Machines disks to Managed Disks or keep the disks in a dedicated Storage Account per VM" + InstanceId = $result.StorageAccountId + InstanceName = $result.StorageAccountName + AdditionalInfo = $additionalInfoDictionary + ResourceGroup = $result.ResourceGroupName_s + SubscriptionGuid = $result.SubscriptionGuid_g + SubscriptionName = $result.SubscriptionName + TenantGuid = $result.TenantGuid_g + FitScore = $fitScore + Tags = $tags + DetailsURL = $detailsURL + } + + $recommendations += $recommendation +} + +# Export the recommendations as JSON to blob storage + +$fileDate = $datetime.ToString("yyyy-MM-dd") +$jsonExportPath = "storageaccountsmultiplevms-$fileDate.json" +$recommendations | ConvertTo-Json | Out-File $jsonExportPath + +$jsonBlobName = $jsonExportPath +$jsonProperties = @{"ContentType" = "application/json"}; +Set-AzStorageBlobContent -File $jsonExportPath -Container $storageAccountSinkContainer -Properties $jsonProperties -Blob $jsonBlobName -Context $saCtx -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Uploaded $jsonBlobName to Blob Storage..." + +Remove-Item -Path $jsonExportPath -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Removed $jsonExportPath from local disk..." + +Write-Output "Looking for VMs with no Availability Set..." + +$baseQuery = @" + $vmsTableName + | where TimeGenerated > ago(1d) and isempty(AvailabilitySetId_s) and isempty(Zones_s) and Tags_s !has 'databricks-instance-name' + | project TimeGenerated, VMName_s, InstanceId_s, Tags_s, TenantGuid_g, SubscriptionGuid_g, ResourceGroupName_s, Cloud_s + | join kind=leftouter ( + $subscriptionsTableName + | where TimeGenerated > ago(1d) + | where ContainerType_s =~ 'microsoft.resources/subscriptions' + | project SubscriptionGuid_g, SubscriptionName = ContainerName_s + ) on SubscriptionGuid_g +"@ + +try +{ + $queryResults = Invoke-AzOperationalInsightsQuery -WorkspaceId $workspaceId -Query $baseQuery -Timespan (New-TimeSpan -Days $recommendationSearchTimeSpan) -Wait 600 -IncludeStatistics + if ($queryResults) + { + $results = [System.Linq.Enumerable]::ToArray($queryResults.Results) + } +} +catch +{ + Write-Warning -Message "Query failed. Debug the following query in the AOE Log Analytics workspace: $baseQuery" + Write-Warning -Message $error[0] + $recommendationsErrors++ +} + +Write-Output "Query finished with $($results.Count) results." + +Write-Output "Query statistics: $($queryResults.Statistics.query)" + +# Build the recommendations objects + +$recommendations = @() +$datetime = (get-date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyy-MM-ddTHH:mm:00.000Z") + +foreach ($result in $results) +{ + switch ($result.Cloud_s) + { + "AzureCloud" { $azureTld = "com" } + "AzureChinaCloud" { $azureTld = "cn" } + "AzureUSGovernment" { $azureTld = "us" } + default { $azureTld = "com" } + } + + $queryInstanceId = $result.InstanceId_s + $detailsURL = "https://portal.azure.$azureTld/#@$($result.TenantGuid_g)/resource/$queryInstanceId/overview" + + $additionalInfoDictionary = @{} + + $fitScore = 5 + + $tags = @{} + + if (-not([string]::IsNullOrEmpty($result.Tags_s))) + { + $tagPairs = $result.Tags_s.Substring(2, $result.Tags_s.Length - 3).Split(';') + foreach ($tagPairString in $tagPairs) + { + $tagPair = $tagPairString.Split('=') + if (-not([string]::IsNullOrEmpty($tagPair[0])) -and -not([string]::IsNullOrEmpty($tagPair[1]))) + { + $tagName = $tagPair[0].Trim() + $tagValue = $tagPair[1].Trim() + $tags[$tagName] = $tagValue + } + } + } + + $recommendation = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $result.Cloud_s + Category = "HighAvailability" + ImpactedArea = "Microsoft.Compute/virtualMachines" + Impact = "Medium" + RecommendationType = "BestPractices" + RecommendationSubType = "VMsNoAvailSet" + RecommendationSubTypeId = "998b50d8-e654-417b-ab20-a31cb11629c0" + RecommendationDescription = "Virtual Machines should be placed in an Availability Set together with other instances with the same role" + RecommendationAction = "Add VM to an Availability Set together with other VMs of the same role" + InstanceId = $result.InstanceId_s + InstanceName = $result.VMName_s + AdditionalInfo = $additionalInfoDictionary + ResourceGroup = $result.ResourceGroupName_s + SubscriptionGuid = $result.SubscriptionGuid_g + SubscriptionName = $result.SubscriptionName + TenantGuid = $result.TenantGuid_g + FitScore = $fitScore + Tags = $tags + DetailsURL = $detailsURL + } + + $recommendations += $recommendation +} + +# Export the recommendations as JSON to blob storage + +$fileDate = $datetime.ToString("yyyy-MM-dd") +$jsonExportPath = "vmsnoavailset-$fileDate.json" +$recommendations | ConvertTo-Json | Out-File $jsonExportPath + +$jsonBlobName = $jsonExportPath +$jsonProperties = @{"ContentType" = "application/json"}; +Set-AzStorageBlobContent -File $jsonExportPath -Container $storageAccountSinkContainer -Properties $jsonProperties -Blob $jsonBlobName -Context $saCtx -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Uploaded $jsonBlobName to Blob Storage..." + +Remove-Item -Path $jsonExportPath -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Removed $jsonExportPath from local disk..." + +Write-Output "Looking for VMs alone in an Availability Set..." + +$baseQuery = @" + $vmsTableName + | where TimeGenerated > ago(1d) and isnotempty(AvailabilitySetId_s) and isempty(Zones_s) + | distinct TimeGenerated, VMName_s, InstanceId_s, AvailabilitySetId_s, TenantGuid_g, SubscriptionGuid_g, ResourceGroupName_s, Cloud_s, Tags_s + | summarize any(TimeGenerated, VMName_s, InstanceId_s, Tags_s), VMCount = count() by AvailabilitySetId_s, TenantGuid_g, SubscriptionGuid_g, ResourceGroupName_s, Cloud_s + | where VMCount == 1 + | project TimeGenerated = any_TimeGenerated, VMName_s = any_VMName_s, InstanceId_s = any_InstanceId_s, Tags_s = any_Tags_s, TenantGuid_g, SubscriptionGuid_g, ResourceGroupName_s, Cloud_s + | join kind=leftouter ( + $subscriptionsTableName + | where TimeGenerated > ago(1d) + | where ContainerType_s =~ 'microsoft.resources/subscriptions' + | project SubscriptionGuid_g, SubscriptionName = ContainerName_s + ) on SubscriptionGuid_g +"@ + +try +{ + $queryResults = Invoke-AzOperationalInsightsQuery -WorkspaceId $workspaceId -Query $baseQuery -Timespan (New-TimeSpan -Days $recommendationSearchTimeSpan) -Wait 600 -IncludeStatistics + if ($queryResults) + { + $results = [System.Linq.Enumerable]::ToArray($queryResults.Results) + } +} +catch +{ + Write-Warning -Message "Query failed. Debug the following query in the AOE Log Analytics workspace: $baseQuery" + Write-Warning -Message $error[0] + $recommendationsErrors++ +} + +Write-Output "Query finished with $($results.Count) results." + +Write-Output "Query statistics: $($queryResults.Statistics.query)" + +# Build the recommendations objects + +$recommendations = @() +$datetime = (get-date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyy-MM-ddTHH:mm:00.000Z") + +foreach ($result in $results) +{ + switch ($result.Cloud_s) + { + "AzureCloud" { $azureTld = "com" } + "AzureChinaCloud" { $azureTld = "cn" } + "AzureUSGovernment" { $azureTld = "us" } + default { $azureTld = "com" } + } + + $queryInstanceId = $result.InstanceId_s + $detailsURL = "https://portal.azure.$azureTld/#@$($result.TenantGuid_g)/resource/$queryInstanceId/overview" + + $additionalInfoDictionary = @{} + + $fitScore = 5 + + $tags = @{} + + if (-not([string]::IsNullOrEmpty($result.Tags_s))) + { + $tagPairs = $result.Tags_s.Substring(2, $result.Tags_s.Length - 3).Split(';') + foreach ($tagPairString in $tagPairs) + { + $tagPair = $tagPairString.Split('=') + if (-not([string]::IsNullOrEmpty($tagPair[0])) -and -not([string]::IsNullOrEmpty($tagPair[1]))) + { + $tagName = $tagPair[0].Trim() + $tagValue = $tagPair[1].Trim() + $tags[$tagName] = $tagValue + } + } + } + + $recommendation = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $result.Cloud_s + Category = "HighAvailability" + ImpactedArea = "Microsoft.Compute/virtualMachines" + Impact = "Medium" + RecommendationType = "BestPractices" + RecommendationSubType = "VMsSingleInAvailSet" + RecommendationSubTypeId = "fe577af5-dfa2-413a-82a9-f183196c1f49" + RecommendationDescription = "Virtual Machines should not be the only instance in an Availability Set" + RecommendationAction = "Add more VMs of the same role to the Availability Set" + InstanceId = $result.InstanceId_s + InstanceName = $result.VMName_s + AdditionalInfo = $additionalInfoDictionary + ResourceGroup = $result.ResourceGroupName_s + SubscriptionGuid = $result.SubscriptionGuid_g + SubscriptionName = $result.SubscriptionName + TenantGuid = $result.TenantGuid_g + FitScore = $fitScore + Tags = $tags + DetailsURL = $detailsURL + } + + $recommendations += $recommendation +} + +# Export the recommendations as JSON to blob storage + +$fileDate = $datetime.ToString("yyyy-MM-dd") +$jsonExportPath = "vmssingleinavailset-$fileDate.json" +$recommendations | ConvertTo-Json | Out-File $jsonExportPath + +$jsonBlobName = $jsonExportPath +$jsonProperties = @{"ContentType" = "application/json"}; +Set-AzStorageBlobContent -File $jsonExportPath -Container $storageAccountSinkContainer -Properties $jsonProperties -Blob $jsonBlobName -Context $saCtx -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Uploaded $jsonBlobName to Blob Storage..." + +Remove-Item -Path $jsonExportPath -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Removed $jsonExportPath from local disk..." + +Write-Output "Looking for VMs with disks in multiple Storage Accounts..." + +$baseQuery = @" + $vhdsTableName + | where TimeGenerated > ago(1d) + | extend StorageAccountName = tostring(split(InstanceId_s, '/')[0]) + | distinct TimeGenerated, StorageAccountName, OwnerVMId_s + | summarize TimeGenerated = any(TimeGenerated), StorageAcccountCount = count() by OwnerVMId_s + | where StorageAcccountCount > 1 + | join kind=inner ( + $vmsTableName + | where TimeGenerated > ago(1d) + | distinct VMName_s, InstanceId_s, Cloud_s, TenantGuid_g, SubscriptionGuid_g, ResourceGroupName_s, Tags_s + ) on `$left.OwnerVMId_s == `$right.InstanceId_s + | join kind=leftouter ( + $subscriptionsTableName + | where TimeGenerated > ago(1d) + | where ContainerType_s =~ 'microsoft.resources/subscriptions' + | project SubscriptionGuid_g, SubscriptionName = ContainerName_s + ) on SubscriptionGuid_g +"@ +try +{ + $queryResults = Invoke-AzOperationalInsightsQuery -WorkspaceId $workspaceId -Query $baseQuery -Timespan (New-TimeSpan -Days $recommendationSearchTimeSpan) -Wait 600 -IncludeStatistics -ErrorAction Continue + if ($queryResults) + { + $results = [System.Linq.Enumerable]::ToArray($queryResults.Results) + } +} +catch +{ + Write-Warning -Message "Query failed. Debug the following query in the AOE Log Analytics workspace: $baseQuery" + Write-Warning -Message $error[0] + $recommendationsErrors++ +} + +Write-Output "Query finished with $($results.Count) results." + +Write-Output "Query statistics: $($queryResults.Statistics.query)" + +# Build the recommendations objects + +$recommendations = @() +$datetime = (get-date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyy-MM-ddTHH:mm:00.000Z") + +foreach ($result in $results) +{ + switch ($result.Cloud_s) + { + "AzureCloud" { $azureTld = "com" } + "AzureChinaCloud" { $azureTld = "cn" } + "AzureUSGovernment" { $azureTld = "us" } + default { $azureTld = "com" } + } + + $queryInstanceId = $result.InstanceId_s + $detailsURL = "https://portal.azure.$azureTld/#@$($result.TenantGuid_g)/resource/$queryInstanceId/overview" + + $additionalInfoDictionary = @{} + + $additionalInfoDictionary["StorageAccountsUsed"] = $result.StorageAcccountCount + + $fitScore = 5 + + $tags = @{} + + if (-not([string]::IsNullOrEmpty($result.Tags_s))) + { + $tagPairs = $result.Tags_s.Substring(2, $result.Tags_s.Length - 3).Split(';') + foreach ($tagPairString in $tagPairs) + { + $tagPair = $tagPairString.Split('=') + if (-not([string]::IsNullOrEmpty($tagPair[0])) -and -not([string]::IsNullOrEmpty($tagPair[1]))) + { + $tagName = $tagPair[0].Trim() + $tagValue = $tagPair[1].Trim() + $tags[$tagName] = $tagValue + } + } + } + + $recommendation = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $result.Cloud_s + Category = "HighAvailability" + ImpactedArea = "Microsoft.Compute/virtualMachines" + Impact = "Medium" + RecommendationType = "BestPractices" + RecommendationSubType = "DisksMultipleStorageAccounts" + RecommendationSubTypeId = "024049e7-f63a-4e1c-b620-f011aafbc576" + RecommendationDescription = "Each Virtual Machine should have its unmanaged disks stored in a single Storage Account for higher availability and manageability" + RecommendationAction = "Migrate Virtual Machines disks to Managed Disks or move VHDs to the same Storage Account" + InstanceId = $result.InstanceId_s + InstanceName = $result.VMName_s + AdditionalInfo = $additionalInfoDictionary + ResourceGroup = $result.ResourceGroupName_s + SubscriptionGuid = $result.SubscriptionGuid_g + SubscriptionName = $result.SubscriptionName + TenantGuid = $result.TenantGuid_g + FitScore = $fitScore + Tags = $tags + DetailsURL = $detailsURL + } + + $recommendations += $recommendation +} + +# Export the recommendations as JSON to blob storage + +$fileDate = $datetime.ToString("yyyy-MM-dd") +$jsonExportPath = "disksmultiplesa-$fileDate.json" +$recommendations | ConvertTo-Json | Out-File $jsonExportPath + +$jsonBlobName = $jsonExportPath +$jsonProperties = @{"ContentType" = "application/json"}; +Set-AzStorageBlobContent -File $jsonExportPath -Container $storageAccountSinkContainer -Properties $jsonProperties -Blob $jsonBlobName -Context $saCtx -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Uploaded $jsonBlobName to Blob Storage..." + +Remove-Item -Path $jsonExportPath -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Removed $jsonExportPath from local disk..." + +Write-Output "Looking for VMs using unmanaged disks..." + +$baseQuery = @" + $vmsTableName + | where TimeGenerated > ago(1d) and UsesManagedDisks_s == 'false' + | distinct InstanceId_s, VMName_s, ResourceGroupName_s, SubscriptionGuid_g, TenantGuid_g, DeploymentModel_s, Tags_s, Cloud_s + | join kind=leftouter ( + $subscriptionsTableName + | where TimeGenerated > ago(1d) + | where ContainerType_s =~ 'microsoft.resources/subscriptions' + | project SubscriptionGuid_g, SubscriptionName = ContainerName_s + ) on SubscriptionGuid_g +"@ + +try +{ + $queryResults = Invoke-AzOperationalInsightsQuery -WorkspaceId $workspaceId -Query $baseQuery -Timespan (New-TimeSpan -Days $recommendationSearchTimeSpan) -Wait 600 -IncludeStatistics + if ($queryResults) + { + $results = [System.Linq.Enumerable]::ToArray($queryResults.Results) + } +} +catch +{ + Write-Warning -Message "Query failed. Debug the following query in the AOE Log Analytics workspace: $baseQuery" + Write-Warning -Message $error[0] + $recommendationsErrors++ +} + +Write-Output "Query finished with $($results.Count) results." + +Write-Output "Query statistics: $($queryResults.Statistics.query)" + +# Build the recommendations objects + +$recommendations = @() +$datetime = (get-date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyy-MM-ddTHH:mm:00.000Z") + +foreach ($result in $results) +{ + switch ($result.Cloud_s) + { + "AzureCloud" { $azureTld = "com" } + "AzureChinaCloud" { $azureTld = "cn" } + "AzureUSGovernment" { $azureTld = "us" } + default { $azureTld = "com" } + } + + $queryInstanceId = $result.InstanceId_s + $detailsURL = "https://portal.azure.$azureTld/#@$($result.TenantGuid_g)/resource/$queryInstanceId/overview" + + $additionalInfoDictionary = @{} + + $additionalInfoDictionary["DeploymentModel"] = $result.DeploymentModel_s + + $fitScore = 5 + + $tags = @{} + + if (-not([string]::IsNullOrEmpty($result.Tags_s))) + { + $tagPairs = $result.Tags_s.Substring(2, $result.Tags_s.Length - 3).Split(';') + foreach ($tagPairString in $tagPairs) + { + $tagPair = $tagPairString.Split('=') + if (-not([string]::IsNullOrEmpty($tagPair[0])) -and -not([string]::IsNullOrEmpty($tagPair[1]))) + { + $tagName = $tagPair[0].Trim() + $tagValue = $tagPair[1].Trim() + $tags[$tagName] = $tagValue + } + } + } + + $recommendation = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $result.Cloud_s + Category = "HighAvailability" + ImpactedArea = "Microsoft.Compute/virtualMachines" + Impact = "High" + RecommendationType = "BestPractices" + RecommendationSubType = "UnmanagedDisks" + RecommendationSubTypeId = "b576a069-b1f2-43a6-9134-5ee75376402a" + RecommendationDescription = "Virtual Machines should use Managed Disks for higher availability and manageability" + RecommendationAction = "Migrate Virtual Machines disks to Managed Disks" + InstanceId = $result.InstanceId_s + InstanceName = $result.VMName_s + AdditionalInfo = $additionalInfoDictionary + ResourceGroup = $result.ResourceGroupName_s + SubscriptionGuid = $result.SubscriptionGuid_g + SubscriptionName = $result.SubscriptionName + TenantGuid = $result.TenantGuid_g + FitScore = $fitScore + Tags = $tags + DetailsURL = $detailsURL + } + + $recommendations += $recommendation +} + +# Export the recommendations as JSON to blob storage + +$fileDate = $datetime.ToString("yyyy-MM-dd") +$jsonExportPath = "unmanageddisks-$fileDate.json" +$recommendations | ConvertTo-Json | Out-File $jsonExportPath + +$jsonBlobName = $jsonExportPath +$jsonProperties = @{"ContentType" = "application/json"}; +Set-AzStorageBlobContent -File $jsonExportPath -Container $storageAccountSinkContainer -Properties $jsonProperties -Blob $jsonBlobName -Context $saCtx -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Uploaded $jsonBlobName to Blob Storage..." + +Remove-Item -Path $jsonExportPath -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Removed $jsonExportPath from local disk..." + +Write-Output "Looking for Resource Groups with VMs not in multiple AZs..." + +$baseQuery = @" + let VMsInZones = materialize($vmsTableName + | where TimeGenerated > ago(1d) and isempty(AvailabilitySetId_s) and isnotempty(Zones_s)); + VMsInZones + | distinct ResourceGroupName_s, Zones_s, SubscriptionGuid_g, TenantGuid_g, Cloud_s + | summarize ZonesCount=count() by ResourceGroupName_s, SubscriptionGuid_g, TenantGuid_g, Cloud_s + | where ZonesCount < 3 + | join kind=inner ( + VMsInZones + | where PowerState_s has 'running' + | distinct VMName_s, ResourceGroupName_s, SubscriptionGuid_g + | summarize VMCount=count() by ResourceGroupName_s, SubscriptionGuid_g + ) on ResourceGroupName_s and SubscriptionGuid_g + | where VMCount == 1 or VMCount > ZonesCount + | project-away SubscriptionGuid_g1, ResourceGroupName_s1 + | join kind=leftouter ( + $subscriptionsTableName + | where TimeGenerated > ago(1d) + | where ContainerType_s =~ 'microsoft.resources/subscriptions' + | project SubscriptionGuid_g, SubscriptionName = ContainerName_s + ) on SubscriptionGuid_g + | extend InstanceId = strcat('/subscriptions/', SubscriptionGuid_g, '/resourcegroups/', ResourceGroupName_s) +"@ + +try +{ + $queryResults = Invoke-AzOperationalInsightsQuery -WorkspaceId $workspaceId -Query $baseQuery -Timespan (New-TimeSpan -Days $recommendationSearchTimeSpan) -Wait 600 -IncludeStatistics + if ($queryResults) + { + $results = [System.Linq.Enumerable]::ToArray($queryResults.Results) + } +} +catch +{ + Write-Warning -Message "Query failed. Debug the following query in the AOE Log Analytics workspace: $baseQuery" + Write-Warning -Message $error[0] + $recommendationsErrors++ +} + +Write-Output "Query finished with $($results.Count) results." + +Write-Output "Query statistics: $($queryResults.Statistics.query)" + +# Build the recommendations objects + +$recommendations = @() +$datetime = (get-date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyy-MM-ddTHH:mm:00.000Z") + +foreach ($result in $results) +{ + switch ($result.Cloud_s) + { + "AzureCloud" { $azureTld = "com" } + "AzureChinaCloud" { $azureTld = "cn" } + "AzureUSGovernment" { $azureTld = "us" } + default { $azureTld = "com" } + } + + $queryInstanceId = $result.InstanceId + $detailsURL = "https://portal.azure.$azureTld/#@$($result.TenantGuid_g)/resource/$queryInstanceId/overview" + + $additionalInfoDictionary = @{} + + $additionalInfoDictionary["ZonesCount"] = $result.ZonesCount + $additionalInfoDictionary["VMsCount"] = $result.VMCount + + $fitScore = 4 # a resource group may contain VMs from multiple applications which may lead to false negatives + + $tags = @{} + + if (-not([string]::IsNullOrEmpty($result.Tags_s))) + { + $tagPairs = $result.Tags_s.Substring(2, $result.Tags_s.Length - 3).Split(';') + foreach ($tagPairString in $tagPairs) + { + $tagPair = $tagPairString.Split('=') + if (-not([string]::IsNullOrEmpty($tagPair[0])) -and -not([string]::IsNullOrEmpty($tagPair[1]))) + { + $tagName = $tagPair[0].Trim() + $tagValue = $tagPair[1].Trim() + $tags[$tagName] = $tagValue + } + } + } + + $recommendation = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $result.Cloud_s + Category = "HighAvailability" + ImpactedArea = "Microsoft.Compute/virtualMachines" + Impact = "High" + RecommendationType = "BestPractices" + RecommendationSubType = "VMsMultipleAZs" + RecommendationSubTypeId = "1a77887c-7375-434e-af19-c2543171e0b8" + RecommendationDescription = "Virtual Machines should be placed in multiple Availability Zones" + RecommendationAction = "Distribute Virtual Machines instances of the same role in multiple Availability Zones" + InstanceId = $result.InstanceId + InstanceName = $result.ResourceGroupName_s + AdditionalInfo = $additionalInfoDictionary + ResourceGroup = $result.ResourceGroupName_s + SubscriptionGuid = $result.SubscriptionGuid_g + SubscriptionName = $result.SubscriptionName + TenantGuid = $result.TenantGuid_g + FitScore = $fitScore + Tags = $tags + DetailsURL = $detailsURL + } + + $recommendations += $recommendation +} + +# Export the recommendations as JSON to blob storage + +$fileDate = $datetime.ToString("yyyy-MM-dd") +$jsonExportPath = "vmsmultipleazs-$fileDate.json" +$recommendations | ConvertTo-Json | Out-File $jsonExportPath + +$jsonBlobName = $jsonExportPath +$jsonProperties = @{"ContentType" = "application/json"}; +Set-AzStorageBlobContent -File $jsonExportPath -Container $storageAccountSinkContainer -Properties $jsonProperties -Blob $jsonBlobName -Context $saCtx -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Uploaded $jsonBlobName to Blob Storage..." + +Remove-Item -Path $jsonExportPath -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Removed $jsonExportPath from local disk..." + +Write-Output "Looking for VMSS not in multiple AZs..." + +$baseQuery = @" + $vmssTableName + | where TimeGenerated > ago(1d) + | where (isempty(Zones_s) and toint(Capacity_s) > 1) or (array_length(split(Zones_s, ' ')) != 3 and toint(Capacity_s) > 2) + | join kind=leftouter ( + $subscriptionsTableName + | where TimeGenerated > ago(1d) + | where ContainerType_s =~ 'microsoft.resources/subscriptions' + | project SubscriptionGuid_g, SubscriptionName = ContainerName_s + ) on SubscriptionGuid_g +"@ + +try +{ + $queryResults = Invoke-AzOperationalInsightsQuery -WorkspaceId $workspaceId -Query $baseQuery -Timespan (New-TimeSpan -Days $recommendationSearchTimeSpan) -Wait 600 -IncludeStatistics + if ($queryResults) + { + $results = [System.Linq.Enumerable]::ToArray($queryResults.Results) + } +} +catch +{ + Write-Warning -Message "Query failed. Debug the following query in the AOE Log Analytics workspace: $baseQuery" + Write-Warning -Message $error[0] + $recommendationsErrors++ +} + +Write-Output "Query finished with $($results.Count) results." + +Write-Output "Query statistics: $($queryResults.Statistics.query)" + +# Build the recommendations objects + +$recommendations = @() +$datetime = (get-date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyy-MM-ddTHH:mm:00.000Z") + +foreach ($result in $results) +{ + switch ($result.Cloud_s) + { + "AzureCloud" { $azureTld = "com" } + "AzureChinaCloud" { $azureTld = "cn" } + "AzureUSGovernment" { $azureTld = "us" } + default { $azureTld = "com" } + } + + $queryInstanceId = $result.InstanceId_s + $detailsURL = "https://portal.azure.$azureTld/#@$($result.TenantGuid_g)/resource/$queryInstanceId/overview" + + $additionalInfoDictionary = @{} + + $additionalInfoDictionary["Zones"] = $result.Zones_s + $additionalInfoDictionary["VMSSCapacity"] = $result.Capacity_s + + $fitScore = 5 + + $tags = @{} + + if (-not([string]::IsNullOrEmpty($result.Tags_s))) + { + $tagPairs = $result.Tags_s.Substring(2, $result.Tags_s.Length - 3).Split(';') + foreach ($tagPairString in $tagPairs) + { + $tagPair = $tagPairString.Split('=') + if (-not([string]::IsNullOrEmpty($tagPair[0])) -and -not([string]::IsNullOrEmpty($tagPair[1]))) + { + $tagName = $tagPair[0].Trim() + $tagValue = $tagPair[1].Trim() + $tags[$tagName] = $tagValue + } + } + } + + $recommendation = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $result.Cloud_s + Category = "HighAvailability" + ImpactedArea = "Microsoft.Compute/virtualMachineScaleSets" + Impact = "High" + RecommendationType = "BestPractices" + RecommendationSubType = "VMSSMultipleAZs" + RecommendationSubTypeId = "47e5457c-b345-4372-b536-8887fa8f0298" + RecommendationDescription = "Virtual Machine Scale Sets should be placed in multiple Availability Zones" + RecommendationAction = "Reprovision the Scale Set leveraging enough Availability Zones" + InstanceId = $result.InstanceId_s + InstanceName = $result.VMSSName_s + AdditionalInfo = $additionalInfoDictionary + ResourceGroup = $result.ResourceGroupName_s + SubscriptionGuid = $result.SubscriptionGuid_g + SubscriptionName = $result.SubscriptionName + TenantGuid = $result.TenantGuid_g + FitScore = $fitScore + Tags = $tags + DetailsURL = $detailsURL + } + + $recommendations += $recommendation +} + +# Export the recommendations as JSON to blob storage + +$fileDate = $datetime.ToString("yyyy-MM-dd") +$jsonExportPath = "vmssmultipleazs-$fileDate.json" +$recommendations | ConvertTo-Json | Out-File $jsonExportPath + +$jsonBlobName = $jsonExportPath +$jsonProperties = @{"ContentType" = "application/json"}; +Set-AzStorageBlobContent -File $jsonExportPath -Container $storageAccountSinkContainer -Properties $jsonProperties -Blob $jsonBlobName -Context $saCtx -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Uploaded $jsonBlobName to Blob Storage..." + +Remove-Item -Path $jsonExportPath -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Removed $jsonExportPath from local disk..." + +Write-Output "Looking for VMSS using unmanaged disks..." + +$baseQuery = @" + $vmssTableName + | where TimeGenerated > ago(1d) and UsesManagedDisks_s == 'false' + | distinct InstanceId_s, VMSSName_s, ResourceGroupName_s, SubscriptionGuid_g, TenantGuid_g, Tags_s, Cloud_s + | join kind=leftouter ( + $subscriptionsTableName + | where TimeGenerated > ago(1d) + | where ContainerType_s =~ 'microsoft.resources/subscriptions' + | project SubscriptionGuid_g, SubscriptionName = ContainerName_s + ) on SubscriptionGuid_g +"@ + +try +{ + $queryResults = Invoke-AzOperationalInsightsQuery -WorkspaceId $workspaceId -Query $baseQuery -Timespan (New-TimeSpan -Days $recommendationSearchTimeSpan) -Wait 600 -IncludeStatistics + if ($queryResults) + { + $results = [System.Linq.Enumerable]::ToArray($queryResults.Results) + } +} +catch +{ + Write-Warning -Message "Query failed. Debug the following query in the AOE Log Analytics workspace: $baseQuery" + Write-Warning -Message $error[0] + $recommendationsErrors++ +} + +Write-Output "Query finished with $($results.Count) results." + +Write-Output "Query statistics: $($queryResults.Statistics.query)" + +# Build the recommendations objects + +$recommendations = @() +$datetime = (get-date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyy-MM-ddTHH:mm:00.000Z") + +foreach ($result in $results) +{ + switch ($result.Cloud_s) + { + "AzureCloud" { $azureTld = "com" } + "AzureChinaCloud" { $azureTld = "cn" } + "AzureUSGovernment" { $azureTld = "us" } + default { $azureTld = "com" } + } + + $queryInstanceId = $result.InstanceId_s + $detailsURL = "https://portal.azure.$azureTld/#@$($result.TenantGuid_g)/resource/$queryInstanceId/overview" + + $additionalInfoDictionary = @{} + + $fitScore = 5 + + $tags = @{} + + if (-not([string]::IsNullOrEmpty($result.Tags_s))) + { + $tagPairs = $result.Tags_s.Substring(2, $result.Tags_s.Length - 3).Split(';') + foreach ($tagPairString in $tagPairs) + { + $tagPair = $tagPairString.Split('=') + if (-not([string]::IsNullOrEmpty($tagPair[0])) -and -not([string]::IsNullOrEmpty($tagPair[1]))) + { + $tagName = $tagPair[0].Trim() + $tagValue = $tagPair[1].Trim() + $tags[$tagName] = $tagValue + } + } + } + + $recommendation = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $result.Cloud_s + Category = "HighAvailability" + ImpactedArea = "Microsoft.Compute/virtualMachineScaleSets" + Impact = "High" + RecommendationType = "BestPractices" + RecommendationSubType = "UnmanagedDisksVMSS" + RecommendationSubTypeId = "1bf03c4a-c402-4e6c-bf20-051b18af30e2" + RecommendationDescription = "Virtual Machine Scale Sets should use Managed Disks for higher availability and manageability" + RecommendationAction = "Migrate Virtual Machine Scale Sets disks to Managed Disks" + InstanceId = $result.InstanceId_s + InstanceName = $result.VMSSName_s + AdditionalInfo = $additionalInfoDictionary + ResourceGroup = $result.ResourceGroupName_s + SubscriptionGuid = $result.SubscriptionGuid_g + SubscriptionName = $result.SubscriptionName + TenantGuid = $result.TenantGuid_g + FitScore = $fitScore + Tags = $tags + DetailsURL = $detailsURL + } + + $recommendations += $recommendation +} + +# Export the recommendations as JSON to blob storage + +$fileDate = $datetime.ToString("yyyy-MM-dd") +$jsonExportPath = "unmanageddisksvmss-$fileDate.json" +$recommendations | ConvertTo-Json | Out-File $jsonExportPath + +$jsonBlobName = $jsonExportPath +$jsonProperties = @{"ContentType" = "application/json"}; +Set-AzStorageBlobContent -File $jsonExportPath -Container $storageAccountSinkContainer -Properties $jsonProperties -Blob $jsonBlobName -Context $saCtx -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Uploaded $jsonBlobName to Blob Storage..." + +Remove-Item -Path $jsonExportPath -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Removed $jsonExportPath from local disk..." + +if ($recommendationsErrors -gt 0) +{ + throw "Some of the recommendations queries failed. Please, review the job logs for additional information." +} \ No newline at end of file diff --git a/docs/deploy/optimization-engine/0.8/runbooks/recommendations/Recommend-VNetOptimizationsToBlobStorage.ps1 b/docs/deploy/optimization-engine/0.8/runbooks/recommendations/Recommend-VNetOptimizationsToBlobStorage.ps1 new file mode 100644 index 000000000..b5dc9d01e --- /dev/null +++ b/docs/deploy/optimization-engine/0.8/runbooks/recommendations/Recommend-VNetOptimizationsToBlobStorage.ps1 @@ -0,0 +1,1329 @@ +$ErrorActionPreference = "Stop" + +# Collect generic and recommendation-specific variables + +$cloudEnvironment = Get-AutomationVariable -Name "AzureOptimization_CloudEnvironment" -ErrorAction SilentlyContinue # AzureCloud|AzureChinaCloud +if ([string]::IsNullOrEmpty($cloudEnvironment)) +{ + $cloudEnvironment = "AzureCloud" +} +$authenticationOption = Get-AutomationVariable -Name "AzureOptimization_AuthenticationOption" -ErrorAction SilentlyContinue # ManagedIdentity|UserAssignedManagedIdentity +if ([string]::IsNullOrEmpty($authenticationOption)) +{ + $authenticationOption = "ManagedIdentity" +} +if ($authenticationOption -eq "UserAssignedManagedIdentity") +{ + $uamiClientID = Get-AutomationVariable -Name "AzureOptimization_UAMIClientID" +} + +$workspaceId = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceId" +$workspaceName = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceName" +$workspaceRG = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceRG" +$workspaceSubscriptionId = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceSubId" +$workspaceTenantId = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsWorkspaceTenantId" + +$storageAccountSink = Get-AutomationVariable -Name "AzureOptimization_StorageSink" + + +$storageAccountSinkContainer = Get-AutomationVariable -Name "AzureOptimization_RecommendationsContainer" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($storageAccountSinkContainer)) { + $storageAccountSinkContainer = "recommendationsexports" +} + +$deploymentDate = Get-AutomationVariable -Name "AzureOptimization_DeploymentDate" # yyyy-MM-dd format +$deploymentDate = $deploymentDate.Replace('"', "") + +$lognamePrefix = Get-AutomationVariable -Name "AzureOptimization_LogAnalyticsLogPrefix" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($lognamePrefix)) +{ + $lognamePrefix = "AzureOptimization" +} + +$sqlserver = Get-AutomationVariable -Name "AzureOptimization_SQLServerHostname" +$sqldatabase = Get-AutomationVariable -Name "AzureOptimization_SQLServerDatabase" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($sqldatabase)) +{ + $sqldatabase = "azureoptimization" +} + +$subnetMaxUsedThresholdVar = Get-AutomationVariable -Name "AzureOptimization_RecommendationVNetSubnetMaxUsedPercentageThreshold" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($subnetMaxUsedThresholdVar) -or $subnetMaxUsedThresholdVar -eq 0) +{ + $subnetMaxUsedThreshold = 80 +} +else +{ + $subnetMaxUsedThreshold = [int] $subnetMaxUsedThresholdVar +} + +$subnetMinUsedThresholdVar = Get-AutomationVariable -Name "AzureOptimization_RecommendationVNetSubnetMinUsedPercentageThreshold" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($subnetMinUsedThresholdVar) -or $subnetMinUsedThresholdVar -eq 0) +{ + $subnetMinUsedThreshold = 5 +} +else +{ + $subnetMinUsedThreshold = [int] $subnetMinUsedThresholdVar +} + +# must be a comma-separated, single-quote enclosed list of subnet names, e.g., 'gatewaysubnet','azurebastionsubnet' +$subnetFreeExclusions = Get-AutomationVariable -Name "AzureOptimization_RecommendationVNetSubnetUsedPercentageExclusions" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($subnetFreeExclusions)) +{ + $subnetFreeExclusions = "'gatewaysubnet'" +} + +$subnetMinAgeVar = Get-AutomationVariable -Name "AzureOptimization_RecommendationVNetSubnetEmptyMinAgeInDays" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($subnetMinAgeVar) -or $subnetMinAgeVar -eq 0) +{ + $subnetMinAge = 30 +} +else +{ + $subnetMinAge = [int] $subnetMinAgeVar +} + +$consumptionOffsetDays = [int] (Get-AutomationVariable -Name "AzureOptimization_ConsumptionOffsetDays") +$consumptionOffsetDaysStart = $consumptionOffsetDays + 1 + +$SqlTimeout = 120 +$LogAnalyticsIngestControlTable = "LogAnalyticsIngestControl" + +# Authenticate against Azure + +"Logging in to Azure with $authenticationOption..." + +switch ($authenticationOption) { + "UserAssignedManagedIdentity" { + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment -AccountId $uamiClientID + break + } + Default { #ManagedIdentity + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment + break + } +} + +$cloudDetails = Get-AzEnvironment -Name $CloudEnvironment +$azureSqlDomain = $cloudDetails.SqlDatabaseDnsSuffix.Substring(1) + +Write-Output "Finding tables where recommendations will be generated from..." + +$tries = 0 +$connectionSuccess = $false +do { + $tries++ + try { + $dbToken = Get-AzAccessToken -ResourceUrl "https://$azureSqlDomain/" + $Conn = New-Object System.Data.SqlClient.SqlConnection("Server=tcp:$sqlserver,1433;Database=$sqldatabase;Encrypt=True;Connection Timeout=$SqlTimeout;") + $Conn.AccessToken = $dbToken.Token + $Conn.Open() + $Cmd=new-object system.Data.SqlClient.SqlCommand + $Cmd.Connection = $Conn + $Cmd.CommandTimeout = $SqlTimeout + $Cmd.CommandText = "SELECT * FROM [dbo].[$LogAnalyticsIngestControlTable] WHERE CollectedType IN ('ARGNetworkInterface','ARGVirtualNetwork','ARGResourceContainers', 'ARGNSGRule', 'ARGPublicIP','AzureConsumption')" + + $sqlAdapter = New-Object System.Data.SqlClient.SqlDataAdapter + $sqlAdapter.SelectCommand = $Cmd + $controlRows = New-Object System.Data.DataTable + $sqlAdapter.Fill($controlRows) | Out-Null + $connectionSuccess = $true + } + catch { + Write-Output "Failed to contact SQL at try $tries." + Write-Output $Error[0] + Start-Sleep -Seconds ($tries * 20) + } +} while (-not($connectionSuccess) -and $tries -lt 3) + +if (-not($connectionSuccess)) +{ + throw "Could not establish connection to SQL." +} + +$nicsTableName = $lognamePrefix + ($controlRows | Where-Object { $_.CollectedType -eq 'ARGNetworkInterface' }).LogAnalyticsSuffix + "_CL" +$vNetsTableName = $lognamePrefix + ($controlRows | Where-Object { $_.CollectedType -eq 'ARGVirtualNetwork' }).LogAnalyticsSuffix + "_CL" +$subscriptionsTableName = $lognamePrefix + ($controlRows | Where-Object { $_.CollectedType -eq 'ARGResourceContainers' }).LogAnalyticsSuffix + "_CL" +$nsgRulesTableName = $lognamePrefix + ($controlRows | Where-Object { $_.CollectedType -eq 'ARGNSGRule' }).LogAnalyticsSuffix + "_CL" +$publicIpsTableName = $lognamePrefix + ($controlRows | Where-Object { $_.CollectedType -eq 'ARGPublicIP' }).LogAnalyticsSuffix + "_CL" +$consumptionTableName = $lognamePrefix + ($controlRows | Where-Object { $_.CollectedType -eq 'AzureConsumption' }).LogAnalyticsSuffix + "_CL" + +Write-Output "Will run query against tables $nicsTableName, $nsgRulesTableName, $publicIpsTableName, $subscriptionsTableName, $consumptionTableName and $vNetsTableName" + +$Conn.Close() +$Conn.Dispose() + +$recommendationSearchTimeSpan = 30 + $consumptionOffsetDaysStart + +# Grab a context reference to the Storage Account where the recommendations file will be stored + + +$saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -UseConnectedAccount -Environment $cloudEnvironment + +if ($workspaceSubscriptionId -ne $storageAccountSinkSubscriptionId) +{ + Select-AzSubscription -SubscriptionId $workspaceSubscriptionId +} + +$recommendationsErrors = 0 + +Write-Output "Looking for subnets with free IP space less than $subnetMaxUsedThreshold%, excluding $subnetFreeExclusions..." + +$baseQuery = @" + $vNetsTableName + | where TimeGenerated > ago(1d) + | where SubnetName_s !in ($subnetFreeExclusions) + | extend FreeIPs = toint(SubnetTotalPrefixIPs_s) - toint(SubnetUsedIPs_s) + | extend UsedIPPercentage = (todouble(SubnetUsedIPs_s) / todouble(SubnetTotalPrefixIPs_s)) * 100 + | where UsedIPPercentage >= $subnetMaxUsedThreshold + | join kind=leftouter ( + $subscriptionsTableName + | where TimeGenerated > ago(1d) + | where ContainerType_s =~ 'microsoft.resources/subscriptions' + | project SubscriptionGuid_g, SubscriptionName = ContainerName_s + ) on SubscriptionGuid_g +"@ + +try +{ + $queryResults = Invoke-AzOperationalInsightsQuery -WorkspaceId $workspaceId -Query $baseQuery -Timespan (New-TimeSpan -Days $recommendationSearchTimeSpan) -Wait 600 -IncludeStatistics + if ($queryResults) + { + $results = [System.Linq.Enumerable]::ToArray($queryResults.Results) + } +} +catch +{ + Write-Warning -Message "Query failed. Debug the following query in the AOE Log Analytics workspace: $baseQuery" + Write-Warning -Message $error[0] + $recommendationsErrors++ +} + +Write-Output "Query finished with $($results.Count) results." + +Write-Output "Query statistics: $($queryResults.Statistics.query)" + +# Build the recommendations objects + +$recommendations = @() +$datetime = (get-date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyy-MM-ddTHH:mm:00.000Z") + +foreach ($result in $results) +{ + switch ($result.Cloud_s) + { + "AzureCloud" { $azureTld = "com" } + "AzureChinaCloud" { $azureTld = "cn" } + "AzureUSGovernment" { $azureTld = "us" } + default { $azureTld = "com" } + } + + $queryInstanceId = $result.InstanceId_s + $detailsURL = "https://portal.azure.$azureTld/#@$($result.TenantGuid_g)/resource/$queryInstanceId/subnets" + + $additionalInfoDictionary = @{} + + $additionalInfoDictionary["subnetName"] = $result.SubnetName_s + $additionalInfoDictionary["subnetPrefix"] = $result.SubnetPrefix_s + $additionalInfoDictionary["subnetTotalIPs"] = $result.SubnetTotalPrefixIPs_s + $additionalInfoDictionary["subnetFreeIPs"] = $result.FreeIPs + $additionalInfoDictionary["subnetUsedIPPercentage"] = $result.UsedIPPercentage + + $fitScore = 5 + + $tags = @{} + + if (-not([string]::IsNullOrEmpty($result.Tags_s))) + { + $tagPairs = $result.Tags_s.Substring(2, $result.Tags_s.Length - 3).Split(';') + foreach ($tagPairString in $tagPairs) + { + $tagPair = $tagPairString.Split('=') + if (-not([string]::IsNullOrEmpty($tagPair[0])) -and -not([string]::IsNullOrEmpty($tagPair[1]))) + { + $tagName = $tagPair[0].Trim() + $tagValue = $tagPair[1].Trim() + $tags[$tagName] = $tagValue + } + } + } + + $recommendation = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $result.Cloud_s + Category = "OperationalExcellence" + ImpactedArea = "Microsoft.Network/virtualNetworks" + Impact = "Medium" + RecommendationType = "BestPractices" + RecommendationSubType = "HighSubnetIPSpaceUsage" + RecommendationSubTypeId = "5292525b-5095-4e52-803e-e17192f1d099" + RecommendationDescription = "Subnets with a high IP space usage may constrain operations" + RecommendationAction = "Move network devices to a subnet with a larger address space" + InstanceId = $result.InstanceId_s + InstanceName = "$($result.VNetName_s)/$($result.SubnetName_s)" + AdditionalInfo = $additionalInfoDictionary + ResourceGroup = $result.ResourceGroupName_s + SubscriptionGuid = $result.SubscriptionGuid_g + SubscriptionName = $result.SubscriptionName + TenantGuid = $result.TenantGuid_g + FitScore = $fitScore + Tags = $tags + DetailsURL = $detailsURL + } + + $recommendations += $recommendation +} + +# Export the recommendations as JSON to blob storage + +$fileDate = $datetime.ToString("yyyy-MM-dd") +$jsonExportPath = "subnetshighspaceusage-$fileDate.json" +$recommendations | ConvertTo-Json | Out-File $jsonExportPath + +$jsonBlobName = $jsonExportPath +$jsonProperties = @{"ContentType" = "application/json"}; +Set-AzStorageBlobContent -File $jsonExportPath -Container $storageAccountSinkContainer -Properties $jsonProperties -Blob $jsonBlobName -Context $saCtx -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Uploaded $jsonBlobName to Blob Storage..." + +Remove-Item -Path $jsonExportPath -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Removed $jsonExportPath from local disk..." + +Write-Output "Looking for subnets with used IP space less than $subnetMinUsedThreshold%..." + +$baseQuery = @" + $vNetsTableName + | where TimeGenerated > ago(1d) + | where SubnetName_s !in ($subnetFreeExclusions) + | extend FreeIPs = toint(SubnetTotalPrefixIPs_s) - toint(SubnetUsedIPs_s) + | extend UsedIPPercentage = (todouble(SubnetUsedIPs_s) / todouble(SubnetTotalPrefixIPs_s)) * 100 + | where UsedIPPercentage > 0 and UsedIPPercentage <= $subnetMinUsedThreshold + | join kind=leftouter ( + $subscriptionsTableName + | where TimeGenerated > ago(1d) + | where ContainerType_s =~ 'microsoft.resources/subscriptions' + | project SubscriptionGuid_g, SubscriptionName = ContainerName_s + ) on SubscriptionGuid_g +"@ + +try +{ + $queryResults = Invoke-AzOperationalInsightsQuery -WorkspaceId $workspaceId -Query $baseQuery -Timespan (New-TimeSpan -Days $recommendationSearchTimeSpan) -Wait 600 -IncludeStatistics + if ($queryResults) + { + $results = [System.Linq.Enumerable]::ToArray($queryResults.Results) + } +} +catch +{ + Write-Warning -Message "Query failed. Debug the following query in the AOE Log Analytics workspace: $baseQuery" + Write-Warning -Message $error[0] + $recommendationsErrors++ +} + +Write-Output "Query finished with $($results.Count) results." + +Write-Output "Query statistics: $($queryResults.Statistics.query)" + +# Build the recommendations objects + +$recommendations = @() +$datetime = (get-date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyy-MM-ddTHH:mm:00.000Z") + +foreach ($result in $results) +{ + switch ($result.Cloud_s) + { + "AzureCloud" { $azureTld = "com" } + "AzureChinaCloud" { $azureTld = "cn" } + "AzureUSGovernment" { $azureTld = "us" } + default { $azureTld = "com" } + } + + $queryInstanceId = $result.InstanceId_s + $detailsURL = "https://portal.azure.$azureTld/#@$($result.TenantGuid_g)/resource/$queryInstanceId/subnets" + + $additionalInfoDictionary = @{} + + $additionalInfoDictionary["subnetName"] = $result.SubnetName_s + $additionalInfoDictionary["subnetPrefix"] = $result.SubnetPrefix_s + $additionalInfoDictionary["subnetTotalIPs"] = $result.SubnetTotalPrefixIPs_s + $additionalInfoDictionary["subnetUsedIPs_s"] = $result.SubnetUsedIPs_s + $additionalInfoDictionary["subnetUsedIPPercentage"] = $result.UsedIPPercentage + + $fitScore = 5 + + $tags = @{} + + if (-not([string]::IsNullOrEmpty($result.Tags_s))) + { + $tagPairs = $result.Tags_s.Substring(2, $result.Tags_s.Length - 3).Split(';') + foreach ($tagPairString in $tagPairs) + { + $tagPair = $tagPairString.Split('=') + if (-not([string]::IsNullOrEmpty($tagPair[0])) -and -not([string]::IsNullOrEmpty($tagPair[1]))) + { + $tagName = $tagPair[0].Trim() + $tagValue = $tagPair[1].Trim() + $tags[$tagName] = $tagValue + } + } + } + + $recommendation = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $result.Cloud_s + Category = "OperationalExcellence" + ImpactedArea = "Microsoft.Network/virtualNetworks" + Impact = "Medium" + RecommendationType = "BestPractices" + RecommendationSubType = "LowSubnetIPSpaceUsage" + RecommendationSubTypeId = "0f27b41c-869a-4563-86e9-d1c94232ba81" + RecommendationDescription = "Subnets with a low IP space usage are a waste of virtual network address space" + RecommendationAction = "Move network devices to a subnet with a smaller address space" + InstanceId = $result.InstanceId_s + InstanceName = "$($result.VNetName_s)/$($result.SubnetName_s)" + AdditionalInfo = $additionalInfoDictionary + ResourceGroup = $result.ResourceGroupName_s + SubscriptionGuid = $result.SubscriptionGuid_g + SubscriptionName = $result.SubscriptionName + TenantGuid = $result.TenantGuid_g + FitScore = $fitScore + Tags = $tags + DetailsURL = $detailsURL + } + + $recommendations += $recommendation +} + +# Export the recommendations as JSON to blob storage + +$fileDate = $datetime.ToString("yyyy-MM-dd") +$jsonExportPath = "subnetslowspaceusage-$fileDate.json" +$recommendations | ConvertTo-Json | Out-File $jsonExportPath + +$jsonBlobName = $jsonExportPath +$jsonProperties = @{"ContentType" = "application/json"}; +Set-AzStorageBlobContent -File $jsonExportPath -Container $storageAccountSinkContainer -Properties $jsonProperties -Blob $jsonBlobName -Context $saCtx -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Uploaded $jsonBlobName to Blob Storage..." + +Remove-Item -Path $jsonExportPath -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Removed $jsonExportPath from local disk..." + +Write-Output "Looking for subnets without any device..." + +$baseQuery = @" + $vNetsTableName + | where TimeGenerated > ago(1d) + | where toint(SubnetUsedIPs_s) == 0 and toint(SubnetDelegationsCount_s) == 0 + | join kind=leftouter ( + $subscriptionsTableName + | where TimeGenerated > ago(1d) + | where ContainerType_s =~ 'microsoft.resources/subscriptions' + | project SubscriptionGuid_g, SubscriptionName = ContainerName_s + ) on SubscriptionGuid_g +"@ + +try +{ + $queryResults = Invoke-AzOperationalInsightsQuery -WorkspaceId $workspaceId -Query $baseQuery -Timespan (New-TimeSpan -Days $recommendationSearchTimeSpan) -Wait 600 -IncludeStatistics + if ($queryResults) + { + $results = [System.Linq.Enumerable]::ToArray($queryResults.Results) + } +} +catch +{ + Write-Warning -Message "Query failed. Debug the following query in the AOE Log Analytics workspace: $baseQuery" + Write-Warning -Message $error[0] + $recommendationsErrors++ +} + +Write-Output "Query finished with $($results.Count) results." + +Write-Output "Query statistics: $($queryResults.Statistics.query)" + +# Build the recommendations objects + +$recommendations = @() +$datetime = (get-date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyy-MM-ddTHH:mm:00.000Z") + +foreach ($result in $results) +{ + switch ($result.Cloud_s) + { + "AzureCloud" { $azureTld = "com" } + "AzureChinaCloud" { $azureTld = "cn" } + "AzureUSGovernment" { $azureTld = "us" } + default { $azureTld = "com" } + } + + $queryInstanceId = $result.InstanceId_s + $detailsURL = "https://portal.azure.$azureTld/#@$($result.TenantGuid_g)/resource/$queryInstanceId/subnets" + + $additionalInfoDictionary = @{} + + $additionalInfoDictionary["subnetName"] = $result.SubnetName_s + $additionalInfoDictionary["subnetPrefix"] = $result.SubnetPrefix_s + $additionalInfoDictionary["subnetTotalIPs"] = $result.SubnetTotalPrefixIPs_s + $additionalInfoDictionary["subnetUsedIPs_s"] = $result.SubnetUsedIPs_s + + $fitScore = 5 + + $tags = @{} + + if (-not([string]::IsNullOrEmpty($result.Tags_s))) + { + $tagPairs = $result.Tags_s.Substring(2, $result.Tags_s.Length - 3).Split(';') + foreach ($tagPairString in $tagPairs) + { + $tagPair = $tagPairString.Split('=') + if (-not([string]::IsNullOrEmpty($tagPair[0])) -and -not([string]::IsNullOrEmpty($tagPair[1]))) + { + $tagName = $tagPair[0].Trim() + $tagValue = $tagPair[1].Trim() + $tags[$tagName] = $tagValue + } + } + } + + $recommendation = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $result.Cloud_s + Category = "OperationalExcellence" + ImpactedArea = "Microsoft.Network/virtualNetworks" + Impact = "Medium" + RecommendationType = "BestPractices" + RecommendationSubType = "NoSubnetIPSpaceUsage" + RecommendationSubTypeId = "343bbfb7-5bec-4711-8353-398454d42b7b" + RecommendationDescription = "Subnets without any IP usage are a waste of virtual network address space" + RecommendationAction = "Delete the subnet to reclaim address space" + InstanceId = $result.InstanceId_s + InstanceName = "$($result.VNetName_s)/$($result.SubnetName_s)" + AdditionalInfo = $additionalInfoDictionary + ResourceGroup = $result.ResourceGroupName_s + SubscriptionGuid = $result.SubscriptionGuid_g + SubscriptionName = $result.SubscriptionName + TenantGuid = $result.TenantGuid_g + FitScore = $fitScore + Tags = $tags + DetailsURL = $detailsURL + } + + $recommendations += $recommendation +} + +# Export the recommendations as JSON to blob storage + +$fileDate = $datetime.ToString("yyyy-MM-dd") +$jsonExportPath = "subnetsnospaceusage-$fileDate.json" +$recommendations | ConvertTo-Json | Out-File $jsonExportPath + +$jsonBlobName = $jsonExportPath +$jsonProperties = @{"ContentType" = "application/json"}; +Set-AzStorageBlobContent -File $jsonExportPath -Container $storageAccountSinkContainer -Properties $jsonProperties -Blob $jsonBlobName -Context $saCtx -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Uploaded $jsonBlobName to Blob Storage..." + +Remove-Item -Path $jsonExportPath -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Removed $jsonExportPath from local disk..." + +Write-Output "Looking for orphaned NICs..." + +$baseQuery = @" + $nicsTableName + | where TimeGenerated > ago(1d) + | where isempty(OwnerVMId_s) and isempty(OwnerPEId_s) + | join kind=leftouter ( + $subscriptionsTableName + | where TimeGenerated > ago(1d) + | where ContainerType_s =~ 'microsoft.resources/subscriptions' + | project SubscriptionGuid_g, SubscriptionName = ContainerName_s + ) on SubscriptionGuid_g +"@ + +try +{ + $queryResults = Invoke-AzOperationalInsightsQuery -WorkspaceId $workspaceId -Query $baseQuery -Timespan (New-TimeSpan -Days $recommendationSearchTimeSpan) -Wait 600 -IncludeStatistics + if ($queryResults) + { + $results = [System.Linq.Enumerable]::ToArray($queryResults.Results) + } +} +catch +{ + Write-Warning -Message "Query failed. Debug the following query in the AOE Log Analytics workspace: $baseQuery" + Write-Warning -Message $error[0] + $recommendationsErrors++ +} + +Write-Output "Query finished with $($results.Count) results." + +Write-Output "Query statistics: $($queryResults.Statistics.query)" + +# Build the recommendations objects + +$recommendations = @() +$datetime = (get-date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyy-MM-ddTHH:mm:00.000Z") + +foreach ($result in $results) +{ + switch ($result.Cloud_s) + { + "AzureCloud" { $azureTld = "com" } + "AzureChinaCloud" { $azureTld = "cn" } + "AzureUSGovernment" { $azureTld = "us" } + default { $azureTld = "com" } + } + + $queryInstanceId = $result.InstanceId_s + $detailsURL = "https://portal.azure.$azureTld/#@$($result.TenantGuid_g)/resource/$queryInstanceId/overview" + + $additionalInfoDictionary = @{} + + $additionalInfoDictionary["privateIpAddress"] = $result.PrivateIPAddress_s + + $fitScore = 5 + + $tags = @{} + + if (-not([string]::IsNullOrEmpty($result.Tags_s))) + { + $tagPairs = $result.Tags_s.Substring(2, $result.Tags_s.Length - 3).Split(';') + foreach ($tagPairString in $tagPairs) + { + $tagPair = $tagPairString.Split('=') + if (-not([string]::IsNullOrEmpty($tagPair[0])) -and -not([string]::IsNullOrEmpty($tagPair[1]))) + { + $tagName = $tagPair[0].Trim() + $tagValue = $tagPair[1].Trim() + $tags[$tagName] = $tagValue + } + } + } + + $recommendation = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $result.Cloud_s + Category = "OperationalExcellence" + ImpactedArea = "Microsoft.Network/networkInterfaces" + Impact = "Medium" + RecommendationType = "BestPractices" + RecommendationSubType = "OrphanedNIC" + RecommendationSubTypeId = "4c5c2d0c-b6a4-4c59-bc18-6fff6c1f5b23" + RecommendationDescription = "Orphaned Network Interfaces (without owner VM or PE) unnecessarily consume IP address space" + RecommendationAction = "Delete the NIC to reclaim address space" + InstanceId = $result.InstanceId_s + InstanceName = $result.Name_s + AdditionalInfo = $additionalInfoDictionary + ResourceGroup = $result.ResourceGroupName_s + SubscriptionGuid = $result.SubscriptionGuid_g + SubscriptionName = $result.SubscriptionName + TenantGuid = $result.TenantGuid_g + FitScore = $fitScore + Tags = $tags + DetailsURL = $detailsURL + } + + $recommendations += $recommendation +} + +# Export the recommendations as JSON to blob storage + +$fileDate = $datetime.ToString("yyyy-MM-dd") +$jsonExportPath = "orphanednics-$fileDate.json" +$recommendations | ConvertTo-Json | Out-File $jsonExportPath + +$jsonBlobName = $jsonExportPath +$jsonProperties = @{"ContentType" = "application/json"}; +Set-AzStorageBlobContent -File $jsonExportPath -Container $storageAccountSinkContainer -Properties $jsonProperties -Blob $jsonBlobName -Context $saCtx -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Uploaded $jsonBlobName to Blob Storage..." + +Remove-Item -Path $jsonExportPath -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Removed $jsonExportPath from local disk..." + +Write-Output "Looking for NSG rules referring empty or removed subnets..." + +$baseQuery = @" + let MinimumSubnetAge = $($subnetMinAge)d; + let SubnetsToday = materialize( $vNetsTableName + | where TimeGenerated > ago(1d) + | extend SubnetId = tolower(strcat(InstanceId_s, '/subnets/', SubnetName_s)) + | distinct SubnetId, SubnetPrefix_s, SubnetUsedIPs_s, SubnetDelegationsCount_s ); + let SubnetsBefore = materialize( $vNetsTableName + | where TimeGenerated < ago(1d) + | extend SubnetId = tolower(strcat(InstanceId_s, '/subnets/', SubnetName_s)) + | summarize ExistsSince = min(todatetime(StatusDate_s)) by SubnetId, SubnetPrefix_s ); + let SubnetsExistingLongEnoughIds = SubnetsBefore | where ExistsSince < ago(MinimumSubnetAge) | distinct SubnetId; + let EmptySubnets = SubnetsToday | where SubnetId in (SubnetsExistingLongEnoughIds) and toint(SubnetUsedIPs_s) == 0 and toint(SubnetDelegationsCount_s) == 0; + let SubnetsTodayIds = SubnetsToday | distinct SubnetId; + let SubnetsTodayPrefixes = SubnetsToday | distinct SubnetPrefix_s; + let RemovedSubnets = SubnetsBefore | where SubnetId !in (SubnetsTodayIds) and SubnetPrefix_s !in (SubnetsTodayPrefixes); + let NSGRules = materialize($nsgRulesTableName + | where TimeGenerated > ago(1d) + | extend SourceAddresses = split(RuleSourceAddresses_s,',') + | mvexpand SourceAddresses + | extend SourceAddress = tostring(SourceAddresses) + | extend DestinationAddresses = split(RuleDestinationAddresses_s,',') + | mvexpand DestinationAddresses + | extend DestinationAddress = tostring(DestinationAddresses) + | project NSGId = InstanceId_s, RuleName_s, DestinationAddress, SourceAddress, SubscriptionGuid_g, Cloud_s, TenantGuid_g, ResourceGroupName_s, NSGName = NSGName_s, Tags_s); + let EmptySubnetsAsSource = EmptySubnets + | join kind=inner ( NSGRules ) on `$left.SubnetPrefix_s == `$right.SourceAddress + | extend SubnetState = 'empty'; + let EmptySubnetsAsDestination = EmptySubnets + | join kind=inner ( NSGRules ) on `$left.SubnetPrefix_s == `$right.DestinationAddress + | extend SubnetState = 'empty'; + let RemovedSubnetsAsSource = RemovedSubnets + | join kind=inner ( NSGRules ) on `$left.SubnetPrefix_s == `$right.SourceAddress + | extend SubnetState = 'unexisting'; + let RemovedSubnetsAsDestination = RemovedSubnets + | join kind=inner ( NSGRules ) on `$left.SubnetPrefix_s == `$right.DestinationAddress + | extend SubnetState = 'unexisting'; + EmptySubnetsAsSource + | union EmptySubnetsAsDestination + | union RemovedSubnetsAsSource + | union RemovedSubnetsAsDestination + | join kind=leftouter ( + $subscriptionsTableName + | where TimeGenerated > ago(1d) + | where ContainerType_s =~ 'microsoft.resources/subscriptions' + | project SubscriptionGuid_g, SubscriptionName = ContainerName_s + ) on SubscriptionGuid_g + | where isnotempty(SubnetPrefix_s) + | distinct NSGId, NSGName, RuleName_s, SubscriptionGuid_g, SubscriptionName, ResourceGroupName_s, TenantGuid_g, Cloud_s, SubnetId, SubnetPrefix_s, SubnetState, Tags_s +"@ + +try +{ + $queryResults = Invoke-AzOperationalInsightsQuery -WorkspaceId $workspaceId -Query $baseQuery -Timespan (New-TimeSpan -Days $recommendationSearchTimeSpan) -Wait 600 -IncludeStatistics + if ($queryResults) + { + $results = [System.Linq.Enumerable]::ToArray($queryResults.Results) + } +} +catch +{ + Write-Warning -Message "Query failed. Debug the following query in the AOE Log Analytics workspace: $baseQuery" + Write-Warning -Message $error[0] + $recommendationsErrors++ +} + +Write-Output "Query finished with $($results.Count) results." + +Write-Output "Query statistics: $($queryResults.Statistics.query)" + +# Build the recommendations objects + +$recommendations = @() +$datetime = (get-date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyy-MM-ddTHH:mm:00.000Z") + +foreach ($result in $results) +{ + switch ($result.Cloud_s) + { + "AzureCloud" { $azureTld = "com" } + "AzureChinaCloud" { $azureTld = "cn" } + "AzureUSGovernment" { $azureTld = "us" } + default { $azureTld = "com" } + } + + $queryInstanceId = $result.NSGId + $detailsURL = "https://portal.azure.$azureTld/#@$($result.TenantGuid_g)/resource/$queryInstanceId/overview" + + $additionalInfoDictionary = @{} + + $additionalInfoDictionary["subnetId"] = $result.SubnetId + $additionalInfoDictionary["subnetPrefix"] = $result.SubnetPrefix_s + $additionalInfoDictionary["subnetState"] = $result.SubnetState + + $fitScore = 5 + + $tags = @{} + + if (-not([string]::IsNullOrEmpty($result.Tags_s))) + { + $tagPairs = $result.Tags_s.Substring(2, $result.Tags_s.Length - 3).Split(';') + foreach ($tagPairString in $tagPairs) + { + $tagPair = $tagPairString.Split('=') + if (-not([string]::IsNullOrEmpty($tagPair[0])) -and -not([string]::IsNullOrEmpty($tagPair[1]))) + { + $tagName = $tagPair[0].Trim() + $tagValue = $tagPair[1].Trim() + $tags[$tagName] = $tagValue + } + } + } + + $recommendation = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $result.Cloud_s + Category = "Security" + ImpactedArea = "Microsoft.Network/networkSecurityGroups" + Impact = "Medium" + RecommendationType = "BestPractices" + RecommendationSubType = "NSGRuleForEmptyOrUnexistingSubnet" + RecommendationSubTypeId = "b5491cde-f76c-4423-8c4c-89e3558ff2f2" + RecommendationDescription = "NSG rules referring to empty or unexisting subnets" + RecommendationAction = "Update or remove the NSG rule to improve your network security posture" + InstanceId = $result.NSGId + InstanceName = "$($result.NSGName)/$($result.RuleName_s)" + AdditionalInfo = $additionalInfoDictionary + ResourceGroup = $result.ResourceGroupName_s + SubscriptionGuid = $result.SubscriptionGuid_g + SubscriptionName = $result.SubscriptionName + TenantGuid = $result.TenantGuid_g + FitScore = $fitScore + Tags = $tags + DetailsURL = $detailsURL + } + + $recommendations += $recommendation +} + +# Export the recommendations as JSON to blob storage + +$fileDate = $datetime.ToString("yyyy-MM-dd") +$jsonExportPath = "nsgrules-emptyunexistingsubnets-$fileDate.json" +$recommendations | ConvertTo-Json | Out-File $jsonExportPath + +$jsonBlobName = $jsonExportPath +$jsonProperties = @{"ContentType" = "application/json"}; +Set-AzStorageBlobContent -File $jsonExportPath -Container $storageAccountSinkContainer -Properties $jsonProperties -Blob $jsonBlobName -Context $saCtx -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Uploaded $jsonBlobName to Blob Storage..." + +Remove-Item -Path $jsonExportPath -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Removed $jsonExportPath from local disk..." + +Write-Output "Looking for NSG rules referring orphan or removed NICs..." + +$baseQuery = @" + let NICsToday = materialize( $nicsTableName + | where TimeGenerated > ago(1d) + | extend NICId = tolower(InstanceId_s) + | distinct NICId, PrivateIPAddress_s, PublicIPId_s, OwnerVMId_s, OwnerPEId_s ); + let NICsBefore = $nicsTableName + | where TimeGenerated < ago(1d) + | extend NICId = tolower(InstanceId_s) + | distinct NICId, PrivateIPAddress_s, PublicIPId_s; + let OrphanNICs = NICsToday + | where isempty(OwnerVMId_s) and isempty(OwnerPEId_s) + | extend PublicIPId_s = tolower(PublicIPId_s) + | join kind=leftouter ( + $publicIpsTableName + | where TimeGenerated > ago(1d) + | project PublicIPId_s = tolower(InstanceId_s), PublicIPAddress = IPAddress + ) on PublicIPId_s; + let NICsTodayIds = NICsToday | distinct NICId; + let NICsTodayIPs = NICsToday | distinct PrivateIPAddress_s; + let RemovedNICs = NICsBefore + | where NICId !in (NICsTodayIds) and PrivateIPAddress_s !in (NICsTodayIPs) + | extend PublicIPId_s = tolower(PublicIPId_s) + | join kind=leftouter ( + $publicIpsTableName + | where TimeGenerated < ago(1d) + | project PublicIPId_s = tolower(InstanceId_s), PublicIPAddress = IPAddress + ) on PublicIPId_s; + let NSGRules = materialize($nsgRulesTableName + | where TimeGenerated > ago(1d) + | extend SourceAddresses = split(RuleSourceAddresses_s,',') + | mvexpand SourceAddresses + | extend SourceAddress = replace('/32','',tostring(SourceAddresses)) + | extend DestinationAddresses = split(RuleDestinationAddresses_s,',') + | mvexpand DestinationAddresses + | extend DestinationAddress = replace('/32','',tostring(DestinationAddresses)) + | project NSGId = InstanceId_s, RuleName_s, DestinationAddress, SourceAddress, SubscriptionGuid_g, Cloud_s, TenantGuid_g, ResourceGroupName_s, NSGName = NSGName_s, Tags_s); + let OrphanNICsAsPrivateSource = OrphanNICs + | join kind=inner ( NSGRules ) on `$left.PrivateIPAddress_s == `$right.SourceAddress + | extend NICState = 'orphan', IPAddress = PrivateIPAddress_s; + let OrphanNICsAsPublicSource = OrphanNICs + | join kind=inner ( NSGRules ) on `$left.PublicIPAddress == `$right.SourceAddress + | extend NICState = 'orphan', IPAddress = PublicIPAddress; + let OrphanNICsAsPrivateDestination = OrphanNICs + | join kind=inner ( NSGRules ) on `$left.PrivateIPAddress_s == `$right.DestinationAddress + | extend NICState = 'orphan', IPAddress = PrivateIPAddress_s; + let OrphanNICsAsPublicDestination = OrphanNICs + | join kind=inner ( NSGRules ) on `$left.PublicIPAddress == `$right.DestinationAddress + | extend NICState = 'orphan', IPAddress = PublicIPAddress; + let RemovedNICsAsPrivateSource = RemovedNICs + | join kind=inner ( NSGRules ) on `$left.PrivateIPAddress_s == `$right.SourceAddress + | extend NICState = 'unexisting', IPAddress = PrivateIPAddress_s; + let RemovedNICsAsPublicSource = RemovedNICs + | join kind=inner ( NSGRules ) on `$left.PublicIPAddress == `$right.SourceAddress + | extend NICState = 'unexisting', IPAddress = PublicIPAddress; + let RemovedNICsAsPrivateDestination = RemovedNICs + | join kind=inner ( NSGRules ) on `$left.PrivateIPAddress_s == `$right.DestinationAddress + | extend NICState = 'unexisting', IPAddress = PrivateIPAddress_s; + let RemovedNICsAsPublicDestination = RemovedNICs + | join kind=inner ( NSGRules ) on `$left.PublicIPAddress == `$right.DestinationAddress + | extend NICState = 'unexisting', IPAddress = PublicIPAddress; + OrphanNICsAsPrivateSource + | union OrphanNICsAsPublicSource + | union OrphanNICsAsPrivateDestination + | union OrphanNICsAsPublicDestination + | union RemovedNICsAsPrivateSource + | union RemovedNICsAsPublicSource + | union RemovedNICsAsPrivateDestination + | union RemovedNICsAsPublicDestination + | where isnotempty(IPAddress) + | join kind=leftouter ( + $subscriptionsTableName + | where TimeGenerated > ago(1d) + | where ContainerType_s =~ 'microsoft.resources/subscriptions' + | project SubscriptionGuid_g, SubscriptionName = ContainerName_s + ) on SubscriptionGuid_g + | distinct NSGId, NSGName, RuleName_s, SubscriptionGuid_g, SubscriptionName, ResourceGroupName_s, TenantGuid_g, Cloud_s, NICId, IPAddress, NICState, Tags_s +"@ + +try +{ + $queryResults = Invoke-AzOperationalInsightsQuery -WorkspaceId $workspaceId -Query $baseQuery -Timespan (New-TimeSpan -Days $recommendationSearchTimeSpan) -Wait 600 -IncludeStatistics + if ($queryResults) + { + $results = [System.Linq.Enumerable]::ToArray($queryResults.Results) + } +} +catch +{ + Write-Warning -Message "Query failed. Debug the following query in the AOE Log Analytics workspace: $baseQuery" + Write-Warning -Message $error[0] + $recommendationsErrors++ +} + +Write-Output "Query finished with $($results.Count) results." + +Write-Output "Query statistics: $($queryResults.Statistics.query)" + +# Build the recommendations objects + +$recommendations = @() +$datetime = (get-date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyy-MM-ddTHH:mm:00.000Z") + +foreach ($result in $results) +{ + switch ($result.Cloud_s) + { + "AzureCloud" { $azureTld = "com" } + "AzureChinaCloud" { $azureTld = "cn" } + "AzureUSGovernment" { $azureTld = "us" } + default { $azureTld = "com" } + } + + $queryInstanceId = $result.NSGId + $detailsURL = "https://portal.azure.$azureTld/#@$($result.TenantGuid_g)/resource/$queryInstanceId/overview" + + $additionalInfoDictionary = @{} + + $additionalInfoDictionary["nicId"] = $result.NICId + $additionalInfoDictionary["ipAddress"] = $result.IPAddress + $additionalInfoDictionary["nicState"] = $result.NICState + + $fitScore = 5 + + $tags = @{} + + if (-not([string]::IsNullOrEmpty($result.Tags_s))) + { + $tagPairs = $result.Tags_s.Substring(2, $result.Tags_s.Length - 3).Split(';') + foreach ($tagPairString in $tagPairs) + { + $tagPair = $tagPairString.Split('=') + if (-not([string]::IsNullOrEmpty($tagPair[0])) -and -not([string]::IsNullOrEmpty($tagPair[1]))) + { + $tagName = $tagPair[0].Trim() + $tagValue = $tagPair[1].Trim() + $tags[$tagName] = $tagValue + } + } + } + + $recommendation = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $result.Cloud_s + Category = "Security" + ImpactedArea = "Microsoft.Network/networkSecurityGroups" + Impact = "Medium" + RecommendationType = "BestPractices" + RecommendationSubType = "NSGRuleForOrphanOrUnexistingNIC" + RecommendationSubTypeId = "3dc1d1f8-19ef-4572-9c9d-78d62831f55a" + RecommendationDescription = "NSG rules referring to orphan or unexisting NICs" + RecommendationAction = "Update or remove the NSG rule to improve your network security posture" + InstanceId = $result.NSGId + InstanceName = "$($result.NSGName)/$($result.RuleName_s)" + AdditionalInfo = $additionalInfoDictionary + ResourceGroup = $result.ResourceGroupName_s + SubscriptionGuid = $result.SubscriptionGuid_g + SubscriptionName = $result.SubscriptionName + TenantGuid = $result.TenantGuid_g + FitScore = $fitScore + Tags = $tags + DetailsURL = $detailsURL + } + + $recommendations += $recommendation +} + +# Export the recommendations as JSON to blob storage + +$fileDate = $datetime.ToString("yyyy-MM-dd") +$jsonExportPath = "nsgrules-orphanunexistingnics-$fileDate.json" +$recommendations | ConvertTo-Json | Out-File $jsonExportPath + +$jsonBlobName = $jsonExportPath +$jsonProperties = @{"ContentType" = "application/json"}; +Set-AzStorageBlobContent -File $jsonExportPath -Container $storageAccountSinkContainer -Properties $jsonProperties -Blob $jsonBlobName -Context $saCtx -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Uploaded $jsonBlobName to Blob Storage..." + +Remove-Item -Path $jsonExportPath -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Removed $jsonExportPath from local disk..." + +Write-Output "Looking for NSG rules referring orphan or removed Public IPs..." + +$baseQuery = @" + let PIPsToday = materialize( $publicIpsTableName + | where TimeGenerated > ago(1d) + | extend PublicIPId = tolower(InstanceId_s) + | distinct PublicIPId, AssociatedResourceId_s, AllocationMethod_s, IPAddress ); + let PIPsBefore = materialize( $publicIpsTableName + | where TimeGenerated < ago(1d) + | extend PublicIPId = tolower(InstanceId_s) + | distinct PublicIPId, IPAddress ); + let OrphanStaticPIPs = PIPsToday + | where isempty(AssociatedResourceId_s) and AllocationMethod_s == 'static'; + let OrphanDynamicPIPIDs = PIPsToday + | where isempty(AssociatedResourceId_s) and AllocationMethod_s == 'dynamic' + | distinct PublicIPId; + let PIPsTodayIds = PIPsToday | distinct PublicIPId; + let PIPsTodayIPs = PIPsToday | distinct IPAddress; + let OrphanDynamicPIPs = PIPsBefore + | where PublicIPId in (OrphanDynamicPIPIDs) and isnotempty(IPAddress) and IPAddress !in (PIPsTodayIPs); + let RemovedPIPs = PIPsBefore + | where PublicIPId !in (PIPsTodayIds) and isnotempty(IPAddress) and IPAddress !in (PIPsTodayIPs); + let NSGRules = materialize( $nsgRulesTableName + | where TimeGenerated > ago(1d) + | extend SourceAddresses = split(RuleSourceAddresses_s,',') + | mvexpand SourceAddresses + | extend SourceAddress = replace('/32','',tostring(SourceAddresses)) + | extend DestinationAddresses = split(RuleDestinationAddresses_s,',') + | mvexpand DestinationAddresses + | extend DestinationAddress = replace('/32','',tostring(DestinationAddresses)) + | project NSGId = InstanceId_s, RuleName_s, DestinationAddress, SourceAddress, SubscriptionGuid_g, Cloud_s, TenantGuid_g, ResourceGroupName_s, NSGName = NSGName_s, Tags_s); + let OrphanStaticPIPsAsSource = OrphanStaticPIPs + | join kind=inner ( NSGRules ) on `$left.IPAddress == `$right.SourceAddress + | extend PIPState = 'orphan'; + let OrphanStaticPIPsAsDestination = OrphanStaticPIPs + | join kind=inner ( NSGRules ) on `$left.IPAddress == `$right.DestinationAddress + | extend PIPState = 'orphan'; + let OrphanDynamicPIPsAsSource = OrphanDynamicPIPs + | join kind=inner ( NSGRules ) on `$left.IPAddress == `$right.SourceAddress + | extend PIPState = 'orphan'; + let OrphanDynamicPIPsAsDestination = OrphanDynamicPIPs + | join kind=inner ( NSGRules ) on `$left.IPAddress == `$right.DestinationAddress + | extend PIPState = 'orphan'; + let RemovedPIPsAsSource = RemovedPIPs + | join kind=inner ( NSGRules ) on `$left.IPAddress == `$right.SourceAddress + | extend PIPState = 'unexisting'; + let RemovedPIPsAsDestination = RemovedPIPs + | join kind=inner ( NSGRules ) on `$left.IPAddress == `$right.DestinationAddress + | extend PIPState = 'unexisting'; + OrphanStaticPIPsAsSource + | union OrphanDynamicPIPsAsSource + | union OrphanStaticPIPsAsDestination + | union OrphanDynamicPIPsAsDestination + | union RemovedPIPsAsSource + | union RemovedPIPsAsDestination + | join kind=leftouter ( + $subscriptionsTableName + | where TimeGenerated > ago(1d) + | where ContainerType_s =~ 'microsoft.resources/subscriptions' + | project SubscriptionGuid_g, SubscriptionName = ContainerName_s + ) on SubscriptionGuid_g + | distinct NSGId, NSGName, RuleName_s, SubscriptionGuid_g, SubscriptionName, ResourceGroupName_s, TenantGuid_g, Cloud_s, PublicIPId, IPAddress, PIPState, AllocationMethod_s, Tags_s +"@ + +try +{ + $queryResults = Invoke-AzOperationalInsightsQuery -WorkspaceId $workspaceId -Query $baseQuery -Timespan (New-TimeSpan -Days $recommendationSearchTimeSpan) -Wait 600 -IncludeStatistics + if ($queryResults) + { + $results = [System.Linq.Enumerable]::ToArray($queryResults.Results) + } +} +catch +{ + Write-Warning -Message "Query failed. Debug the following query in the AOE Log Analytics workspace: $baseQuery" + Write-Warning -Message $error[0] + $recommendationsErrors++ +} + +Write-Output "Query finished with $($results.Count) results." + +Write-Output "Query statistics: $($queryResults.Statistics.query)" + +# Build the recommendations objects + +$recommendations = @() +$datetime = (get-date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyy-MM-ddTHH:mm:00.000Z") + +foreach ($result in $results) +{ + switch ($result.Cloud_s) + { + "AzureCloud" { $azureTld = "com" } + "AzureChinaCloud" { $azureTld = "cn" } + "AzureUSGovernment" { $azureTld = "us" } + default { $azureTld = "com" } + } + + $queryInstanceId = $result.NSGId + $detailsURL = "https://portal.azure.$azureTld/#@$($result.TenantGuid_g)/resource/$queryInstanceId/overview" + + $additionalInfoDictionary = @{} + + $additionalInfoDictionary["publicIPId"] = $result.PublicIPId + $additionalInfoDictionary["ipAddress"] = $result.IPAddress + $additionalInfoDictionary["publicIPState"] = $result.PIPState + $additionalInfoDictionary["allocationMethod"] = $result.AllocationMethod_s + + $fitScore = 5 + + $tags = @{} + + if (-not([string]::IsNullOrEmpty($result.Tags_s))) + { + $tagPairs = $result.Tags_s.Substring(2, $result.Tags_s.Length - 3).Split(';') + foreach ($tagPairString in $tagPairs) + { + $tagPair = $tagPairString.Split('=') + if (-not([string]::IsNullOrEmpty($tagPair[0])) -and -not([string]::IsNullOrEmpty($tagPair[1]))) + { + $tagName = $tagPair[0].Trim() + $tagValue = $tagPair[1].Trim() + $tags[$tagName] = $tagValue + } + } + } + + $recommendation = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $result.Cloud_s + Category = "Security" + ImpactedArea = "Microsoft.Network/networkSecurityGroups" + Impact = "High" + RecommendationType = "BestPractices" + RecommendationSubType = "NSGRuleForOrphanOrUnexistingPublicIP" + RecommendationSubTypeId = "fe40cbe7-bdee-4cce-b072-cf25e1247b7a" + RecommendationDescription = "NSG rules referring to orphan or unexisting Public IPs" + RecommendationAction = "Update or remove the NSG rule to improve your network security posture" + InstanceId = $result.NSGId + InstanceName = "$($result.NSGName)/$($result.RuleName_s)" + AdditionalInfo = $additionalInfoDictionary + ResourceGroup = $result.ResourceGroupName_s + SubscriptionGuid = $result.SubscriptionGuid_g + SubscriptionName = $result.SubscriptionName + TenantGuid = $result.TenantGuid_g + FitScore = $fitScore + Tags = $tags + DetailsURL = $detailsURL + } + + $recommendations += $recommendation +} + +# Export the recommendations as JSON to blob storage + +$fileDate = $datetime.ToString("yyyy-MM-dd") +$jsonExportPath = "nsgrules-orphanunexistingpublicips-$fileDate.json" +$recommendations | ConvertTo-Json | Out-File $jsonExportPath + +$jsonBlobName = $jsonExportPath +$jsonProperties = @{"ContentType" = "application/json"}; +Set-AzStorageBlobContent -File $jsonExportPath -Container $storageAccountSinkContainer -Properties $jsonProperties -Blob $jsonBlobName -Context $saCtx -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Uploaded $jsonBlobName to Blob Storage..." + +Remove-Item -Path $jsonExportPath -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Removed $jsonExportPath from local disk..." + +Write-Output "Looking for orphaned Public IPs..." + +$baseQuery = @" + let interval = 30d; + let etime = todatetime(toscalar($consumptionTableName | where todatetime(Date_s) < now() and todatetime(Date_s) > ago(30d) | summarize max(todatetime(Date_s)))); + let stime = etime-interval; + $publicIpsTableName + | where TimeGenerated > ago(1d) and isempty(AssociatedResourceId_s) + | distinct Name_s, InstanceId_s, SubscriptionGuid_g, TenantGuid_g, ResourceGroupName_s, SkuName_s, AllocationMethod_s, Tags_s, Cloud_s + | join kind=leftouter ( + $consumptionTableName + | where todatetime(Date_s) between (stime..etime) + | project InstanceId_s=tolower(ResourceId), CostInBillingCurrency_s, Date_s + ) on InstanceId_s + | summarize Last30DaysCost=sum(todouble(CostInBillingCurrency_s)) by Name_s, InstanceId_s, SubscriptionGuid_g, TenantGuid_g, ResourceGroupName_s, SkuName_s, AllocationMethod_s, Tags_s, Cloud_s + | join kind=leftouter ( + $subscriptionsTableName + | where TimeGenerated > ago(1d) + | where ContainerType_s =~ 'microsoft.resources/subscriptions' + | project SubscriptionGuid_g, SubscriptionName = ContainerName_s + ) on SubscriptionGuid_g +"@ + +try +{ + $queryResults = Invoke-AzOperationalInsightsQuery -WorkspaceId $workspaceId -Query $baseQuery -Timespan (New-TimeSpan -Days $recommendationSearchTimeSpan) -Wait 600 -IncludeStatistics + if ($queryResults) + { + $results = [System.Linq.Enumerable]::ToArray($queryResults.Results) + } +} +catch +{ + Write-Warning -Message "Query failed. Debug the following query in the AOE Log Analytics workspace: $baseQuery" + Write-Warning -Message $error[0] + $recommendationsErrors++ +} + +Write-Output "Query finished with $($results.Count) results." + +Write-Output "Query statistics: $($queryResults.Statistics.query)" + +# Build the recommendations objects + +$recommendations = @() +$datetime = (get-date).ToUniversalTime() +$timestamp = $datetime.ToString("yyyy-MM-ddTHH:mm:00.000Z") + +foreach ($result in $results) +{ + $queryInstanceId = $result.InstanceId_s + $queryText = @" + $publicIpsTableName + | where InstanceId_s == '$queryInstanceId' and isempty(AssociatedResourceId_s) + | distinct InstanceId_s, Name_s, AllocationMethod_s, SkuName_s, TimeGenerated + | summarize LastAttachedDate = min(TimeGenerated) by InstanceId_s, Name_s, AllocationMethod_s, SkuName_s + | join kind=leftouter ( + $consumptionTableName + | project InstanceId_s=tolower(ResourceId), CostInBillingCurrency_s, Date_s + ) on InstanceId_s + | summarize CostsSinceDetached = sumif(todouble(CostInBillingCurrency_s), todatetime(Date_s) > LastAttachedDate) by Name_s, LastAttachedDate, AllocationMethod_s, SkuName_s +"@ + $encodedQuery = [System.Uri]::EscapeDataString($queryText) + $detailsQueryStart = $deploymentDate + $detailsQueryEnd = $datetime.AddDays(8).ToString("yyyy-MM-dd") + switch ($cloudEnvironment) + { + "AzureCloud" { $azureTld = "com" } + "AzureChinaCloud" { $azureTld = "cn" } + "AzureUSGovernment" { $azureTld = "us" } + default { $azureTld = "com" } + } + $detailsURL = "https://portal.azure.$azureTld#@$workspaceTenantId/blade/Microsoft_Azure_Monitoring_Logs/LogsBlade/resourceId/%2Fsubscriptions%2F$workspaceSubscriptionId%2Fresourcegroups%2F$workspaceRG%2Fproviders%2Fmicrosoft.operationalinsights%2Fworkspaces%2F$workspaceName/source/LogsBlade.AnalyticsShareLinkToQuery/query/$encodedQuery/timespan/$($detailsQueryStart)T00%3A00%3A00.000Z%2F$($detailsQueryEnd)T00%3A00%3A00.000Z" + + $additionalInfoDictionary = @{} + + $additionalInfoDictionary["currentSku"] = $result.SkuName_s + $additionalInfoDictionary["allocationMethod"] = $result.AllocationMethod_s + $additionalInfoDictionary["CostsAmount"] = [double] $result.Last30DaysCost + $additionalInfoDictionary["savingsAmount"] = [double] $result.Last30DaysCost + + $fitScore = 5 + + $tags = @{} + + if (-not([string]::IsNullOrEmpty($result.Tags_s))) + { + $tagPairs = $result.Tags_s.Substring(2, $result.Tags_s.Length - 3).Split(';') + foreach ($tagPairString in $tagPairs) + { + $tagPair = $tagPairString.Split('=') + if (-not([string]::IsNullOrEmpty($tagPair[0])) -and -not([string]::IsNullOrEmpty($tagPair[1]))) + { + $tagName = $tagPair[0].Trim() + $tagValue = $tagPair[1].Trim() + $tags[$tagName] = $tagValue + } + } + } + + $recommendation = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $result.Cloud_s + Category = "Cost" + ImpactedArea = "Microsoft.Network/publicIPAddresses" + Impact = "Low" + RecommendationType = "Saving" + RecommendationSubType = "OrphanedPublicIP" + RecommendationSubTypeId = "3125883f-8b9f-4bde-a0ff-6c739858c6e1" + RecommendationDescription = "Orphaned Public IP (without owner resource) incur in unnecessary costs" + RecommendationAction = "Delete the Public IP or change its configuration to dynamic allocation" + InstanceId = $result.InstanceId_s + InstanceName = $result.Name_s + AdditionalInfo = $additionalInfoDictionary + ResourceGroup = $result.ResourceGroupName_s + SubscriptionGuid = $result.SubscriptionGuid_g + SubscriptionName = $result.SubscriptionName + TenantGuid = $result.TenantGuid_g + FitScore = $fitScore + Tags = $tags + DetailsURL = $detailsURL + } + + $recommendations += $recommendation +} + +# Export the recommendations as JSON to blob storage + +$fileDate = $datetime.ToString("yyyy-MM-dd") +$jsonExportPath = "orphanedpublicips-$fileDate.json" +$recommendations | ConvertTo-Json | Out-File $jsonExportPath + +$jsonBlobName = $jsonExportPath +$jsonProperties = @{"ContentType" = "application/json"}; +Set-AzStorageBlobContent -File $jsonExportPath -Container $storageAccountSinkContainer -Properties $jsonProperties -Blob $jsonBlobName -Context $saCtx -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Uploaded $jsonBlobName to Blob Storage..." + +Remove-Item -Path $jsonExportPath -Force + +$now = (Get-Date).ToUniversalTime().ToString("yyyy'-'MM'-'dd'T'HH':'mm':'ss'.'fff'Z'") +Write-Output "[$now] Removed $jsonExportPath from local disk..." + +if ($recommendationsErrors -gt 0) +{ + throw "Some of the recommendations queries failed. Please, review the job logs for additional information." +} \ No newline at end of file diff --git a/docs/deploy/optimization-engine/0.8/runbooks/remediations/Remediate-AdvisorRightSizeFiltered.ps1 b/docs/deploy/optimization-engine/0.8/runbooks/remediations/Remediate-AdvisorRightSizeFiltered.ps1 new file mode 100644 index 000000000..3627a2578 --- /dev/null +++ b/docs/deploy/optimization-engine/0.8/runbooks/remediations/Remediate-AdvisorRightSizeFiltered.ps1 @@ -0,0 +1,225 @@ +param( + [Parameter(Mandatory = $false)] + [bool] $Simulate = $true +) + +$ErrorActionPreference = "Stop" + +$cloudEnvironment = Get-AutomationVariable -Name "AzureOptimization_CloudEnvironment" -ErrorAction SilentlyContinue # AzureCloud|AzureChinaCloud +if ([string]::IsNullOrEmpty($cloudEnvironment)) +{ + $cloudEnvironment = "AzureCloud" +} +$authenticationOption = Get-AutomationVariable -Name "AzureOptimization_AuthenticationOption" -ErrorAction SilentlyContinue # ManagedIdentity|UserAssignedManagedIdentity +if ([string]::IsNullOrEmpty($authenticationOption)) +{ + $authenticationOption = "ManagedIdentity" +} +if ($authenticationOption -eq "UserAssignedManagedIdentity") +{ + $uamiClientID = Get-AutomationVariable -Name "AzureOptimization_UAMIClientID" +} + +$sqlserver = Get-AutomationVariable -Name "AzureOptimization_SQLServerHostname" +$sqldatabase = Get-AutomationVariable -Name "AzureOptimization_SQLServerDatabase" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($sqldatabase)) +{ + $sqldatabase = "azureoptimization" +} +$storageAccountSink = Get-AutomationVariable -Name "AzureOptimization_StorageSink" + + +$storageAccountSinkContainer = Get-AutomationVariable -Name "AzureOptimization_RemediationLogsContainer" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($storageAccountSinkContainer)) { + $storageAccountSinkContainer = "remediationlogs" +} + +$minFitScore = [double] (Get-AutomationVariable -Name "AzureOptimization_RemediateRightSizeMinFitScore" -ErrorAction SilentlyContinue) +if (-not($minFitScore -gt 0.0)) { + $minFitScore = 5.0 +} + +$minWeeksInARow = [int] (Get-AutomationVariable -Name "AzureOptimization_RemediateRightSizeMinWeeksInARow" -ErrorAction SilentlyContinue) +if (-not($minWeeksInARow -gt 0)) { + $minWeeksInARow = 4 +} + +$tagsFilter = Get-AutomationVariable -Name "AzureOptimization_RemediateRightSizeTagsFilter" -ErrorAction SilentlyContinue +# example: '[ { "tagName": "a", "tagValue": "b" }, { "tagName": "c", "tagValue": "d" } ]' +if (-not($tagsFilter)) { + $tagsFilter = '{}' +} +$tagsFilter = $tagsFilter | ConvertFrom-Json + +$rightSizeRecommendationId = Get-AutomationVariable -Name "AzureOptimization_RecommendationAdvisorCostRightSizeId" -ErrorAction SilentlyContinue +if (-not($rightSizeRecommendationId)) { + $rightSizeRecommendationId = 'e10b1381-5f0a-47ff-8c7b-37bd13d7c974' +} + +$SqlTimeout = 0 +$recommendationsTable = "Recommendations" + +"Logging in to Azure with $authenticationOption..." + +switch ($authenticationOption) { + "UserAssignedManagedIdentity" { + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment -AccountId $uamiClientID + break + } + Default { #ManagedIdentity + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment + break + } +} + +$cloudDetails = Get-AzEnvironment -Name $CloudEnvironment +$azureSqlDomain = $cloudDetails.SqlDatabaseDnsSuffix.Substring(1) + +# get reference to storage sink + +$saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -UseConnectedAccount -Environment $cloudEnvironment + +Write-Output "Querying for right-size recommendations with fit score >= $minFitScore made consecutively for the last $minWeeksInARow weeks." + +$tries = 0 +$connectionSuccess = $false +do { + $tries++ + try { + $dbToken = Get-AzAccessToken -ResourceUrl "https://$azureSqlDomain/" + $Conn = New-Object System.Data.SqlClient.SqlConnection("Server=tcp:$sqlserver,1433;Database=$sqldatabase;Encrypt=True;Connection Timeout=$SqlTimeout;") + $Conn.AccessToken = $dbToken.Token + $Conn.Open() + $Cmd=new-object system.Data.SqlClient.SqlCommand + $Cmd.Connection = $Conn + $Cmd.CommandTimeout = $SqlTimeout + $Cmd.CommandText = @" + SELECT InstanceId, Cloud, TenantGuid, JSON_VALUE(AdditionalInfo, '`$.currentSku') AS CurrentSKU, JSON_VALUE(AdditionalInfo, '`$.targetSku') AS TargetSKU, COUNT(InstanceId) + FROM [dbo].[$recommendationsTable] + WHERE RecommendationSubTypeId = '$rightSizeRecommendationId' AND FitScore >= $minFitScore AND GeneratedDate >= GETDATE()-(7*$minWeeksInARow) + GROUP BY InstanceId, Cloud, TenantGuid, JSON_VALUE(AdditionalInfo, '`$.currentSku'), JSON_VALUE(AdditionalInfo, '`$.targetSku') + HAVING COUNT(InstanceId) >= $minWeeksInARow +"@ + $sqlAdapter = New-Object System.Data.SqlClient.SqlDataAdapter + $sqlAdapter.SelectCommand = $Cmd + $vmsToRightSize = New-Object System.Data.DataTable + $sqlAdapter.Fill($vmsToRightSize) | Out-Null + $connectionSuccess = $true + } + catch { + Write-Output "Failed to contact SQL at try $tries." + Write-Output $Error[0] + Start-Sleep -Seconds ($tries * 20) + } +} while (-not($connectionSuccess) -and $tries -lt 3) + +if (-not($connectionSuccess)) +{ + throw "Could not establish connection to SQL." +} + +Write-Output "Found $($vmsToRightSize.Rows.Count) remediation opportunities." + +$Conn.Close() +$Conn.Dispose() + +$logEntries = @() + +$datetime = (get-date).ToUniversalTime() +$hour = $datetime.Hour +$min = $datetime.Minute +$timestamp = $datetime.ToString("yyyy-MM-ddT$($hour):$($min):00.000Z") + +$ctx = Get-AzContext + +foreach ($vm in $vmsToRightSize.Rows) +{ + $isEligible = $false + $logDetails = $null + if ([string]::IsNullOrEmpty($tagsFilter)) + { + $isEligible = $true + } + else + { + $vmTags = Get-AzTag -ResourceId $vm.InstanceId -ErrorAction SilentlyContinue + if ($vmTags) + { + foreach ($tagFilter in $tagsFilter) + { + if ($vmTags.Properties.TagsProperty.($tagFilter.tagName) -eq $tagFilter.tagValue) + { + $isEligible = $true + } + else + { + $isEligible = $false + break + } + } + } + } + + $subscriptionId = $vm.InstanceId.Split("/")[2] + $resourceGroup = $vm.InstanceId.Split("/")[4] + $instanceName = $vm.InstanceId.Split("/")[8] + + if ($isEligible) + { + Write-Output "Downsizing (SIMULATE=$Simulate) $($vm.InstanceId) to $($vm.TargetSKU)..." + if (-not($Simulate) -and $ctx.Environment.Name -eq $vm.Cloud -and $ctx.Tenant.Id -eq $vm.TenantGuid) + { + if ($ctx.Subscription.Id -ne $subscriptionId) + { + Select-AzSubscription -SubscriptionId $subscriptionId | Out-Null + $ctx = Get-AzContext + } + $vmObj = Get-AzVM -ResourceGroupName $resourceGroup -VMName $instanceName -ErrorAction SilentlyContinue + if ($vmObj) + { + $vmObj.HardwareProfile.VmSize = $vm.TargetSKU + Update-AzVM -VM $vmObj -ResourceGroupName $resourceGroup + } + else + { + Write-Output "Skipping as VM was already removed." + } + } + else + { + Write-Output "Did not apply remediation." + } + } + + $logDetails = @{ + IsEligible = $isEligible + CurrentSku = $vm.CurrentSKU + TargetSku = $vm.TargetSKU + } + + $logentry = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $vm.Cloud + TenantGuid = $vm.TenantGuid + SubscriptionGuid = $subscriptionId + ResourceGroupName = $resourceGroup.ToLower() + InstanceName = $instanceName.ToLower() + InstanceId = $vm.InstanceId.ToLower() + Simulate = $Simulate + LogDetails = $logDetails | ConvertTo-Json -Compress + RecommendationSubTypeId = $rightSizeRecommendationId + } + + $logEntries += $logentry +} + +$today = $datetime.ToString("yyyyMMdd") +$csvExportPath = "$today-rightsizefiltered.csv" + +$logEntries | Export-Csv -Path $csvExportPath -NoTypeInformation + +$csvBlobName = $csvExportPath + +$csvProperties = @{"ContentType" = "text/csv"}; + +Set-AzStorageBlobContent -File $csvExportPath -Container $storageAccountSinkContainer -Properties $csvProperties -Blob $csvBlobName -Context $saCtx -Force diff --git a/docs/deploy/optimization-engine/0.8/runbooks/remediations/Remediate-LongDeallocatedVMsFiltered.ps1 b/docs/deploy/optimization-engine/0.8/runbooks/remediations/Remediate-LongDeallocatedVMsFiltered.ps1 new file mode 100644 index 000000000..b22c1dc30 --- /dev/null +++ b/docs/deploy/optimization-engine/0.8/runbooks/remediations/Remediate-LongDeallocatedVMsFiltered.ps1 @@ -0,0 +1,287 @@ +param( + [Parameter(Mandatory = $false)] + [bool] $Simulate = $true +) + +$ErrorActionPreference = "Stop" + +$cloudEnvironment = Get-AutomationVariable -Name "AzureOptimization_CloudEnvironment" -ErrorAction SilentlyContinue # AzureCloud|AzureChinaCloud +if ([string]::IsNullOrEmpty($cloudEnvironment)) +{ + $cloudEnvironment = "AzureCloud" +} +$authenticationOption = Get-AutomationVariable -Name "AzureOptimization_AuthenticationOption" -ErrorAction SilentlyContinue # ManagedIdentity|UserAssignedManagedIdentity +if ([string]::IsNullOrEmpty($authenticationOption)) +{ + $authenticationOption = "ManagedIdentity" +} +if ($authenticationOption -eq "UserAssignedManagedIdentity") +{ + $uamiClientID = Get-AutomationVariable -Name "AzureOptimization_UAMIClientID" +} + +$sqlserver = Get-AutomationVariable -Name "AzureOptimization_SQLServerHostname" +$sqldatabase = Get-AutomationVariable -Name "AzureOptimization_SQLServerDatabase" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($sqldatabase)) +{ + $sqldatabase = "azureoptimization" +} +$storageAccountSink = Get-AutomationVariable -Name "AzureOptimization_StorageSink" + + +$storageAccountSinkContainer = Get-AutomationVariable -Name "AzureOptimization_RemediationLogsContainer" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($storageAccountSinkContainer)) { + $storageAccountSinkContainer = "remediationlogs" +} + +$minFitScore = [double] (Get-AutomationVariable -Name "AzureOptimization_RemediateLongDeallocatedVMsMinFitScore" -ErrorAction SilentlyContinue) +if (-not($minFitScore -gt 0.0)) { + $minFitScore = 5.0 +} + +$minWeeksInARow = [int] (Get-AutomationVariable -Name "AzureOptimization_RemediateLongDeallocatedVMsMinWeeksInARow" -ErrorAction SilentlyContinue) +if (-not($minWeeksInARow -gt 0)) { + $minWeeksInARow = 4 +} + +$tagsFilter = Get-AutomationVariable -Name "AzureOptimization_RemediateLongDeallocatedVMsTagsFilter" -ErrorAction SilentlyContinue +# example: '[ { "tagName": "a", "tagValue": "b" }, { "tagName": "c", "tagValue": "d" } ]' +if (-not($tagsFilter)) { + $tagsFilter = '{}' +} +$tagsFilter = $tagsFilter | ConvertFrom-Json + +$recommendationId = Get-AutomationVariable -Name "AzureOptimization_RecommendationLongDeallocatedVMsId" -ErrorAction SilentlyContinue +if (-not($recommendationId)) { + $recommendationId = 'c320b790-2e58-452a-aa63-7b62c383ad8a' +} + +$SqlTimeout = 0 +$recommendationsTable = "Recommendations" + +"Logging in to Azure with $authenticationOption..." + +switch ($authenticationOption) { + "UserAssignedManagedIdentity" { + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment -AccountId $uamiClientID + break + } + Default { #ManagedIdentity + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment + break + } +} + +$cloudDetails = Get-AzEnvironment -Name $CloudEnvironment +$azureSqlDomain = $cloudDetails.SqlDatabaseDnsSuffix.Substring(1) + +# get reference to storage sink + +$saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -UseConnectedAccount -Environment $cloudEnvironment + +Write-Output "Querying for long-deallocated recommendations with fit score >= $minFitScore made consecutively for the last $minWeeksInARow weeks." + +$tries = 0 +$connectionSuccess = $false +do { + $tries++ + try { + $dbToken = Get-AzAccessToken -ResourceUrl "https://$azureSqlDomain/" + $Conn = New-Object System.Data.SqlClient.SqlConnection("Server=tcp:$sqlserver,1433;Database=$sqldatabase;Encrypt=True;Connection Timeout=$SqlTimeout;") + $Conn.AccessToken = $dbToken.Token + $Conn.Open() + $Cmd=new-object system.Data.SqlClient.SqlCommand + $Cmd.Connection = $Conn + $Cmd.CommandTimeout = $SqlTimeout + $Cmd.CommandText = @" + SELECT InstanceId, Cloud, TenantGuid, COUNT(InstanceId) + FROM [dbo].[$recommendationsTable] + WHERE RecommendationSubTypeId = '$recommendationId' AND FitScore >= $minFitScore AND GeneratedDate >= GETDATE()-(7*$minWeeksInARow) + GROUP BY InstanceId, Cloud, TenantGuid + HAVING COUNT(InstanceId) >= $minWeeksInARow +"@ + $sqlAdapter = New-Object System.Data.SqlClient.SqlDataAdapter + $sqlAdapter.SelectCommand = $Cmd + $deallocatedVMs = New-Object System.Data.DataTable + $sqlAdapter.Fill($deallocatedVMs) | Out-Null + $connectionSuccess = $true + } + catch { + Write-Output "Failed to contact SQL at try $tries." + Write-Output $Error[0] + Start-Sleep -Seconds ($tries * 20) + } +} while (-not($connectionSuccess) -and $tries -lt 3) + +if (-not($connectionSuccess)) +{ + throw "Could not establish connection to SQL." +} + +Write-Output "Found $($deallocatedVMs.Rows.Count) remediation opportunities." + +$Conn.Close() +$Conn.Dispose() + +$logEntries = @() + +$datetime = (get-date).ToUniversalTime() +$hour = $datetime.Hour +$min = $datetime.Minute +$timestamp = $datetime.ToString("yyyy-MM-ddT$($hour):$($min):00.000Z") + +$ctx = Get-AzContext + +foreach ($vm in $deallocatedVMs.Rows) +{ + $isEligible = $false + $logDetails = $null + if ([string]::IsNullOrEmpty($tagsFilter)) + { + $isEligible = $true + } + else + { + $vmTags = Get-AzTag -ResourceId $vm.InstanceId -ErrorAction SilentlyContinue + if ($vmTags) + { + foreach ($tagFilter in $tagsFilter) + { + if ($vmTags.Properties.TagsProperty.($tagFilter.tagName) -eq $tagFilter.tagValue) + { + $isEligible = $true + } + else + { + $isEligible = $false + break + } + } + } + } + + $subscriptionId = $vm.InstanceId.Split("/")[2] + $resourceGroup = $vm.InstanceId.Split("/")[4] + $instanceName = $vm.InstanceId.Split("/")[8] + + if ($isEligible) + { + $vmState = "Unknown" + $hasManagedDisks = $false + $osDiskSkuName = "Unknown" + $dataDisksSkuNames = "Unknown" + + Write-Output "Downsizing (SIMULATE=$Simulate) $($vm.InstanceId) disks to Standard_LRS..." + if ($ctx.Environment.Name -eq $vm.Cloud -and $ctx.Tenant.Id -eq $vm.TenantGuid) + { + if ($ctx.Subscription.Id -ne $subscriptionId) + { + Select-AzSubscription -SubscriptionId $subscriptionId | Out-Null + $ctx = Get-AzContext + } + $vmObj = Get-AzVM -ResourceGroupName $resourceGroup -VMName $instanceName -Status -ErrorAction SilentlyContinue + if ($vmObj.PowerState -eq 'VM deallocated') + { + $vmState = "Deallocated" + $osDiskId = $vmObj.StorageProfile.OsDisk.ManagedDisk.Id + $dataDiskIds = $vmObj.StorageProfile.DataDisks.ManagedDisk.Id + if ($osDiskId) + { + $hasManagedDisks = $true + $disk = Get-AzDisk -ResourceGroupName $osDiskId.Split("/")[4] -DiskName $osDiskId.Split("/")[8] + $osDiskSkuName = $disk.Sku.Name + if (-not($Simulate) -and $disk.Sku.Name -ne 'Standard_LRS') + { + $disk.Sku = [Microsoft.Azure.Management.Compute.Models.DiskSku]::new('Standard_LRS') + $disk | Update-AzDisk | Out-Null + } + else + { + Write-Output "Skipping as OS disk is already HDD." + } + foreach ($dataDiskId in $dataDiskIds) + { + $disk = Get-AzDisk -ResourceGroupName $dataDiskId.Split("/")[4] -DiskName $dataDiskId.Split("/")[8] + if ($dataDisksSkuNames -eq 'Unknown') + { + $dataDisksSkuNames = $disk.Sku.Name + } + else + { + if ($dataDisksSkuNames -notlike "*$($disk.Sku.Name)*") + { + $dataDisksSkuNames += ",$($disk.Sku.Name)" + } + } + + if (-not($Simulate) -and $disk.Sku.Name -ne 'Standard_LRS') + { + $disk.Sku = [Microsoft.Azure.Management.Compute.Models.DiskSku]::new('Standard_LRS') + $disk | Update-AzDisk | Out-Null + } + else + { + Write-Output "Skipping as Data disk is already HDD." + } + } + } + else + { + Write-Output "Skipping as disks are not Managed Disks." + $hasManagedDisks = $false + } + } + else + { + if ($vmObj) + { + Write-Output "Skipping as VM is not deallocated." + $vmState = "Running" + } + else + { + Write-Output "Skipping as VM was already removed." + $vmState = "Removed" + } + } + } + else + { + Write-Output "Could not apply remediation as VM is in another cloud/tenant." + } + } + + $logDetails = @{ + IsEligible = $isEligible + VMState = $vmState + HasManagedDisks = $hasManagedDisks + OsDiskSkuName = $osDiskSkuName + DataDisksSkuName = $dataDisksSkuNames + } + + $logentry = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $vm.Cloud + TenantGuid = $vm.TenantGuid + SubscriptionGuid = $subscriptionId + ResourceGroupName = $resourceGroup.ToLower() + InstanceName = $instanceName.ToLower() + InstanceId = $vm.InstanceId.ToLower() + Simulate = $Simulate + LogDetails = $logDetails | ConvertTo-Json -Compress + RecommendationSubTypeId = $recommendationId + } + + $logEntries += $logentry +} + +$today = $datetime.ToString("yyyyMMdd") +$csvExportPath = "$today-longdeallocatedvmsfiltered.csv" + +$logEntries | Export-Csv -Path $csvExportPath -NoTypeInformation + +$csvBlobName = $csvExportPath + +$csvProperties = @{"ContentType" = "text/csv"}; + +Set-AzStorageBlobContent -File $csvExportPath -Container $storageAccountSinkContainer -Properties $csvProperties -Blob $csvBlobName -Context $saCtx -Force diff --git a/docs/deploy/optimization-engine/0.8/runbooks/remediations/Remediate-UnattachedDisksFiltered.ps1 b/docs/deploy/optimization-engine/0.8/runbooks/remediations/Remediate-UnattachedDisksFiltered.ps1 new file mode 100644 index 000000000..69c462294 --- /dev/null +++ b/docs/deploy/optimization-engine/0.8/runbooks/remediations/Remediate-UnattachedDisksFiltered.ps1 @@ -0,0 +1,266 @@ +param( + [Parameter(Mandatory = $false)] + [bool] $Simulate = $true +) + +$ErrorActionPreference = "Stop" + +$cloudEnvironment = Get-AutomationVariable -Name "AzureOptimization_CloudEnvironment" -ErrorAction SilentlyContinue # AzureCloud|AzureChinaCloud +if ([string]::IsNullOrEmpty($cloudEnvironment)) +{ + $cloudEnvironment = "AzureCloud" +} +$authenticationOption = Get-AutomationVariable -Name "AzureOptimization_AuthenticationOption" -ErrorAction SilentlyContinue # ManagedIdentity|UserAssignedManagedIdentity +if ([string]::IsNullOrEmpty($authenticationOption)) +{ + $authenticationOption = "ManagedIdentity" +} +if ($authenticationOption -eq "UserAssignedManagedIdentity") +{ + $uamiClientID = Get-AutomationVariable -Name "AzureOptimization_UAMIClientID" +} + +$sqlserver = Get-AutomationVariable -Name "AzureOptimization_SQLServerHostname" +$sqldatabase = Get-AutomationVariable -Name "AzureOptimization_SQLServerDatabase" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($sqldatabase)) +{ + $sqldatabase = "azureoptimization" +} +$storageAccountSink = Get-AutomationVariable -Name "AzureOptimization_StorageSink" + + +$storageAccountSinkContainer = Get-AutomationVariable -Name "AzureOptimization_RemediationLogsContainer" -ErrorAction SilentlyContinue +if ([string]::IsNullOrEmpty($storageAccountSinkContainer)) { + $storageAccountSinkContainer = "remediationlogs" +} + +$minFitScore = [double] (Get-AutomationVariable -Name "AzureOptimization_RemediateUnattachedDisksMinFitScore" -ErrorAction SilentlyContinue) +if (-not($minFitScore -gt 0.0)) { + $minFitScore = 5.0 +} + +$minWeeksInARow = [int] (Get-AutomationVariable -Name "AzureOptimization_RemediateUnattachedDisksMinWeeksInARow" -ErrorAction SilentlyContinue) +if (-not($minWeeksInARow -gt 0)) { + $minWeeksInARow = 4 +} + +$tagsFilter = Get-AutomationVariable -Name "AzureOptimization_RemediateUnattachedDisksTagsFilter" -ErrorAction SilentlyContinue +# example: '[ { "tagName": "a", "tagValue": "b" }, { "tagName": "c", "tagValue": "d" } ]' +if (-not($tagsFilter)) { + $tagsFilter = '{}' +} +$tagsFilter = $tagsFilter | ConvertFrom-Json + +$remediationAction = Get-AutomationVariable -Name "AzureOptimization_RemediateUnattachedDisksAction" -ErrorAction SilentlyContinue # Delete / Downsize +if (-not($remediationAction)) { + $remediationAction = "Delete" +} + +$recommendationId = Get-AutomationVariable -Name "AzureOptimization_RecommendationUnattachedDisksId" -ErrorAction SilentlyContinue +if (-not($recommendationId)) { + $recommendationId = 'c84d5e86-e2d6-4d62-be7c-cecfbd73b0db' +} + +$SqlTimeout = 0 +$recommendationsTable = "Recommendations" + +"Logging in to Azure with $authenticationOption..." + +switch ($authenticationOption) { + "UserAssignedManagedIdentity" { + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment -AccountId $uamiClientID + break + } + Default { #ManagedIdentity + Connect-AzAccount -Identity -EnvironmentName $cloudEnvironment + break + } +} + +$cloudDetails = Get-AzEnvironment -Name $CloudEnvironment +$azureSqlDomain = $cloudDetails.SqlDatabaseDnsSuffix.Substring(1) + +# get reference to storage sink + +$saCtx = New-AzStorageContext -StorageAccountName $storageAccountSink -UseConnectedAccount -Environment $cloudEnvironment + +Write-Output "Querying for unattached disks recommendations with fit score >= $minFitScore made consecutively for the last $minWeeksInARow weeks." + +$tries = 0 +$connectionSuccess = $false +do { + $tries++ + try { + $dbToken = Get-AzAccessToken -ResourceUrl "https://$azureSqlDomain/" + $Conn = New-Object System.Data.SqlClient.SqlConnection("Server=tcp:$sqlserver,1433;Database=$sqldatabase;Encrypt=True;Connection Timeout=$SqlTimeout;") + $Conn.AccessToken = $dbToken.Token + $Conn.Open() + $Cmd=new-object system.Data.SqlClient.SqlCommand + $Cmd.Connection = $Conn + $Cmd.CommandTimeout = $SqlTimeout + $Cmd.CommandText = @" + SELECT InstanceId, Cloud, TenantGuid, COUNT(InstanceId) + FROM [dbo].[$recommendationsTable] + WHERE RecommendationSubTypeId = '$recommendationId' AND FitScore >= $minFitScore AND GeneratedDate >= GETDATE()-(7*$minWeeksInARow) + GROUP BY InstanceId, Cloud, TenantGuid + HAVING COUNT(InstanceId) >= $minWeeksInARow +"@ + $sqlAdapter = New-Object System.Data.SqlClient.SqlDataAdapter + $sqlAdapter.SelectCommand = $Cmd + $unattachedDisks = New-Object System.Data.DataTable + $sqlAdapter.Fill($unattachedDisks) | Out-Null + $connectionSuccess = $true + } + catch { + Write-Output "Failed to contact SQL at try $tries." + Write-Output $Error[0] + Start-Sleep -Seconds ($tries * 20) + } +} while (-not($connectionSuccess) -and $tries -lt 3) + +if (-not($connectionSuccess)) +{ + throw "Could not establish connection to SQL." +} + +Write-Output "Found $($unattachedDisks.Rows.Count) remediation opportunities." + +$Conn.Close() +$Conn.Dispose() + +$logEntries = @() + +$datetime = (get-date).ToUniversalTime() +$hour = $datetime.Hour +$min = $datetime.Minute +$timestamp = $datetime.ToString("yyyy-MM-ddT$($hour):$($min):00.000Z") + +$ctx = Get-AzContext + +foreach ($disk in $unattachedDisks.Rows) +{ + $isEligible = $false + $logDetails = $null + if ([string]::IsNullOrEmpty($tagsFilter)) + { + $isEligible = $true + } + else + { + $diskTags = Get-AzTag -ResourceId $disk.InstanceId -ErrorAction SilentlyContinue + if ($diskTags) + { + foreach ($tagFilter in $tagsFilter) + { + if ($diskTags.Properties.TagsProperty.($tagFilter.tagName) -eq $tagFilter.tagValue) + { + $isEligible = $true + } + else + { + $isEligible = $false + break + } + } + } + } + + $subscriptionId = $disk.InstanceId.Split("/")[2] + $resourceGroup = $disk.InstanceId.Split("/")[4] + $instanceName = $disk.InstanceId.Split("/")[8] + + if ($isEligible) + { + $diskState = "Unknown" + $currentSku = "Unknown" + + Write-Output "Performing $remediationAction action (SIMULATE=$Simulate) on $($disk.InstanceId) disk..." + if ($ctx.Environment.Name -eq $disk.Cloud -and $ctx.Tenant.Id -eq $disk.TenantGuid) + { + if ($ctx.Subscription.Id -ne $subscriptionId) + { + Select-AzSubscription -SubscriptionId $subscriptionId | Out-Null + $ctx = Get-AzContext + } + $diskObj = Get-AzDisk -ResourceGroupName $resourceGroup -DiskName $instanceName -ErrorAction SilentlyContinue + if (-not($diskObj.ManagedBy)) + { + $diskState = "Unattached" + $currentSku = $diskObj.Sku.Name + if ($remediationAction -eq "Downsize") + { + if (-not($Simulate) -and $diskObj.Sku.Name -ne 'Standard_LRS') + { + $diskObj.Sku = [Microsoft.Azure.Management.Compute.Models.DiskSku]::new('Standard_LRS') + $diskObj | Update-AzDisk | Out-Null + } + else + { + Write-Output "Skipping as disk is already HDD." + } + } + elseif ($remediationAction -eq "Delete") + { + if (-not($Simulate)) + { + Remove-AzDisk -ResourceGroupName $resourceGroup -DiskName $instanceName -Force | Out-Null + } + } + else + { + Write-Output "Skipping as action is not supported." + } + } + else + { + if ($diskObj) + { + Write-Output "Skipping as disk is not unattached." + $diskState = "Attached" + } + else + { + Write-Output "Skipping as disk was already removed." + $diskState = "Removed" + } + } + } + else + { + Write-Output "Could not apply remediation as disk is in another cloud/tenant." + } + } + + $logDetails = @{ + IsEligible = $isEligible + RemediationAction = $remediationAction + DiskState = $diskState + CurrentSku = $currentSku + } + + $logentry = New-Object PSObject -Property @{ + Timestamp = $timestamp + Cloud = $disk.Cloud + TenantGuid = $disk.TenantGuid + SubscriptionGuid = $subscriptionId + ResourceGroupName = $resourceGroup.ToLower() + InstanceName = $instanceName.ToLower() + InstanceId = $disk.InstanceId.ToLower() + Simulate = $Simulate + LogDetails = $logDetails | ConvertTo-Json -Compress + RecommendationSubTypeId = $recommendationId + } + + $logEntries += $logentry +} + +$today = $datetime.ToString("yyyyMMdd") +$csvExportPath = "$today-unattacheddisksfiltered.csv" + +$logEntries | Export-Csv -Path $csvExportPath -NoTypeInformation + +$csvBlobName = $csvExportPath + +$csvProperties = @{"ContentType" = "text/csv"}; + +Set-AzStorageBlobContent -File $csvExportPath -Container $storageAccountSinkContainer -Properties $csvProperties -Blob $csvBlobName -Context $saCtx -Force diff --git a/docs/deploy/optimization-workbook-0.8.json b/docs/deploy/optimization-workbook-0.8.json new file mode 100644 index 000000000..72ae03059 --- /dev/null +++ b/docs/deploy/optimization-workbook-0.8.json @@ -0,0 +1,12524 @@ +{ + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.93.31351", + "templateHash": "10544991197071991923" + } + }, + "parameters": { + "displayName": { + "type": "string", + "defaultValue": "Cost optimization", + "metadata": { + "description": "Optional. Display name for the workbook used in the Gallery. Must be unique in the resource group." + } + }, + "location": { + "type": "string", + "defaultValue": "[resourceGroup().location]", + "metadata": { + "description": "Optional. Location of the resources. Default: Same as deployment. See https://aka.ms/azureregions." + } + }, + "description": { + "type": "string", + "defaultValue": "Reports to help you optimize your cost.", + "metadata": { + "description": "Optional. Workbook description." + } + }, + "tags": { + "type": "object", + "defaultValue": {}, + "metadata": { + "description": "Optional. Tags for all resources." + } + }, + "enableDefaultTelemetry": { + "type": "bool", + "defaultValue": true, + "metadata": { + "description": "Optional. Enable telemetry to track anonymous module usage trends, monitor for bugs, and improve future releases." + } + } + }, + "variables": { + "$fxv#0": { + "version": "Notebook/1.0", + "items": [ + { + "type": 11, + "content": { + "version": "LinkItem/1.0", + "style": "tabs", + "links": [ + { + "id": "ca40468d-4518-43bf-ac6e-0a11d7331e12", + "cellValue": "SelectedTab", + "linkTarget": "parameter", + "linkLabel": "Overview", + "subTarget": "Welcome", + "style": "link" + }, + { + "id": "f280fc2a-f42a-42a4-ad4b-be37ab3e8b48", + "cellValue": "SelectedTab", + "linkTarget": "parameter", + "linkLabel": "Rate optimization", + "subTarget": "RateOptimization", + "style": "link" + }, + { + "id": "26b3c7ef-1a00-4a3f-a773-677f00db9343", + "cellValue": "SelectedTab", + "linkTarget": "parameter", + "linkLabel": "Usage optimization", + "subTarget": "UsageOptimization", + "style": "link" + } + ] + }, + "name": "links - MainTabs" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 11, + "content": { + "version": "LinkItem/1.0", + "style": "tabs", + "links": [ + { + "id": "28fdc6e9-2946-4016-8e75-b812ff8f853d", + "cellValue": "SelectedRateOptimizationTab", + "linkTarget": "parameter", + "linkLabel": "Compute", + "subTarget": "Compute", + "style": "link" + }, + { + "id": "4e0a0d2d-1d61-4d04-a35d-93e38d1bac29", + "cellValue": "SelectedRateOptimizationTab", + "linkTarget": "parameter", + "linkLabel": "Storage", + "subTarget": "Storage", + "style": "link" + }, + { + "id": "22d04714-50f4-4d72-baec-e8ccddddc7f3", + "cellValue": "SelectedRateOptimizationTab", + "linkTarget": "parameter", + "linkLabel": "Networking", + "subTarget": "Networking", + "style": "link" + }, + { + "id": "eaedbb0e-e895-4940-80ad-f743c3ab1041", + "cellValue": "SelectedRateOptimizationTab", + "linkTarget": "parameter", + "linkLabel": "Top 10 services", + "subTarget": "Top10Services", + "style": "link" + } + ] + }, + "name": "links - UsageOptimization tabs" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "parameters": [ + { + "id": "51aa3a9b-14e0-4c22-a60d-abdbf8813f00", + "version": "KqlParameterItem/1.0", + "name": "Subscription", + "type": 6, + "isRequired": true, + "multiSelect": true, + "quote": "'", + "delimiter": ",", + "typeSettings": { + "additionalResourceOptions": [ + "value::all" + ], + "includeAll": false, + "showDefault": false + }, + "timeContext": { + "durationMs": 86400000 + }, + "defaultValue": "value::all", + "label": " Subscription", + "value": [ + "value::all" + ] + }, + { + "id": "f342a111-002a-47fd-807f-0d4ccac0618a", + "version": "KqlParameterItem/1.0", + "name": "ResourceGroup", + "label": "Resource Group", + "type": 2, + "isRequired": true, + "multiSelect": true, + "quote": "'", + "delimiter": ",", + "query": "resources\r\n| distinct resourceGroup", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [ + "value::all" + ], + "showDefault": false + }, + "defaultValue": "value::all", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + }, + { + "id": "2336f06b-ddaa-4a9e-b72f-a2bec1ea84a9", + "version": "KqlParameterItem/1.0", + "name": "SingleSubHidden", + "type": 1, + "isRequired": true, + "query": "resourcecontainers\r\n| where type==\"microsoft.resources/subscriptions\"\r\n| take 1\r\n| project subscriptionId", + "crossComponentResources": [ + "{Subscription}" + ], + "isHiddenWhenLocked": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "label": "Hidden Subscription" + }, + { + "id": "d6776ffe-e4f6-4c08-8f9e-a2fe2b3b6634", + "version": "KqlParameterItem/1.0", + "name": "TagName", + "type": 2, + "query": "Resources\r\n| where tags != '' and tags != '[]'\r\n| mvexpand tags\r\n| extend tagName = tostring(bag_keys(tags)[0])\r\n| distinct tagName\r\n| sort by tagName asc", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [] + }, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "value": null, + "label": "Tag Name" + }, + { + "id": "f73dc4a1-ef8b-45c5-a30b-a11bb077a3cc", + "version": "KqlParameterItem/1.0", + "name": "TagValue", + "type": 2, + "query": "Resources\r\n| mvexpand tags\r\n| extend tagName = tostring(bag_keys(tags)[0])\r\n| extend tagValue = tostring(tags[tagName])\r\n| where tags != '' and tags != '[]' and tostring(bag_keys(tags)[0]) == '{TagName}'\r\n| distinct tagValue\r\n| sort by tagValue asc", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [] + }, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "value": null, + "label": "Tag Value" + } + ], + "style": "pills", + "queryType": 0, + "resourceType": "microsoft.resourcegraph/resources" + }, + "customWidth": "75", + "conditionalVisibility": { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "UsageOptimization" + }, + "name": "parameters - Filters" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "template", + "loadFromTemplateId": "", + "items": [ + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "crossComponentResources": [ + "{Subscription}" + ], + "parameters": [ + { + "id": "37ceb1c3-3930-4689-a90b-22f26e42bd81", + "version": "KqlParameterItem/1.0", + "name": "Subscription", + "type": 6, + "isRequired": true, + "multiSelect": true, + "quote": "'", + "delimiter": ",", + "typeSettings": { + "additionalResourceOptions": [ + "value::all" + ], + "includeAll": false, + "showDefault": false + }, + "timeContext": { + "durationMs": 86400000 + }, + "defaultValue": "value::all", + "label": " Subscription" + }, + { + "id": "08f5fe68-c2e3-4882-9300-b3e33f572dfe", + "version": "KqlParameterItem/1.0", + "name": "ResourceGroup", + "label": "Resource Group", + "type": 2, + "isRequired": true, + "multiSelect": true, + "quote": "'", + "delimiter": ",", + "query": "resources\r\n| distinct resourceGroup", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [ + "value::all" + ], + "showDefault": false + }, + "defaultValue": "value::all", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + }, + { + "id": "4fea3013-df84-4930-a453-8a6bd0375130", + "version": "KqlParameterItem/1.0", + "name": "SingleSubHidden", + "type": 1, + "isRequired": true, + "query": "resourcecontainers\r\n| where type==\"microsoft.resources/subscriptions\"\r\n| take 1\r\n| project subscriptionId", + "crossComponentResources": [ + "{Subscription}" + ], + "isHiddenWhenLocked": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "label": "Hidden Subscription" + }, + { + "id": "8412f39d-ee67-4979-b887-47463b8848c2", + "version": "KqlParameterItem/1.0", + "name": "TagName", + "type": 2, + "query": "Resources\r\n| where tags != '' and tags != '[]'\r\n| mvexpand tags\r\n| extend tagName = tostring(bag_keys(tags)[0])\r\n| distinct tagName\r\n| sort by tagName asc", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [] + }, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "value": null, + "label": "Tag Name" + }, + { + "id": "50c68f38-13a0-4aff-a259-4426c83b7cc0", + "version": "KqlParameterItem/1.0", + "name": "TagValue", + "type": 2, + "query": "Resources\r\n| mvexpand tags\r\n| extend tagName = tostring(bag_keys(tags)[0])\r\n| extend tagValue = tostring(tags[tagName])\r\n| where tags != '' and tags != '[]' and tostring(bag_keys(tags)[0]) == '{TagName}'\r\n| distinct tagValue\r\n| sort by tagValue asc", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [] + }, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "value": null, + "label": "Tag Value" + } + ], + "style": "pills", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + }, + "customWidth": "75", + "conditionalVisibilities": [ + { + "parameterName": "SelectedTab", + "comparison": "isNotEqualTo", + "value": "CostInformation" + }, + { + "parameterName": "SelectedTab", + "comparison": "isNotEqualTo", + "value": "Welcome" + } + ], + "name": "parameters - Filters" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "crossComponentResources": [ + "{Subscription}" + ], + "parameters": [ + { + "id": "eae8a0d2-14e6-4cd1-a2d2-fd6b207cf517", + "version": "KqlParameterItem/1.0", + "name": "Location", + "type": 2, + "query": "Resources\r\n| where type =~ 'Microsoft.Compute/virtualMachines'\r\n| project name, location\r\n| summarize count () by location\r\n| project location", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [ + "value::1" + ] + }, + "timeContext": { + "durationMs": 86400000 + }, + "defaultValue": "value::1", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "label": "Resource Location" + } + ], + "style": "pills", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + }, + "customWidth": "25", + "conditionalVisibility": { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "AHB" + }, + "name": "parameters - location" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "crossComponentResources": [ + "{Subscription}" + ], + "parameters": [ + { + "id": "eae8a0d2-14e6-4cd1-a2d2-fd6b207cf517", + "version": "KqlParameterItem/1.0", + "name": "Location", + "type": 2, + "query": "Resources\r\n| where type =~ 'Microsoft.Compute/virtualMachines'\r\n| project name, location\r\n| summarize count () by location\r\n| project location", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [ + "value::1" + ] + }, + "timeContext": { + "durationMs": 86400000 + }, + "defaultValue": "value::1", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "label": "Resource Location" + } + ], + "style": "pills", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + }, + "customWidth": "25", + "conditionalVisibility": { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "AHB" + }, + "name": "parameters - location" + }, + { + "type": 11, + "content": { + "version": "LinkItem/1.0", + "style": "tabs", + "links": [ + { + "id": "6d563f46-7150-458c-9ee4-0558abe8e29b", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "Azure App Service", + "subTarget": "webapp", + "style": "link" + }, + { + "id": "dbe9a7fb-6ab1-4de1-a98b-4ec8a9af906c", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "Azure Kubernetes Service", + "subTarget": "AKS", + "style": "link" + }, + { + "id": "0211f413-9f36-4750-9ef2-d382ba30ba6c", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "Azure Synapse", + "subTarget": "Synapse", + "preText": "VM", + "style": "link" + }, + { + "id": "820d600c-8ab3-4622-ba5a-52f60574d111", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "Monitoring", + "subTarget": "Monitoring", + "style": "link" + } + ] + }, + "name": "links - Storage" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 1, + "content": { + "json": "# Synapse\r\nA Synapse Workspace is considered unused if it doesn't have any SQL pools attached to it\r\n", + "style": "upsell" + }, + "name": "Synapse" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "Resources\r\n| where type =~ 'Microsoft.Synapse/workspaces'\r\n| join kind=leftouter (\r\n Resources\r\n | where type =~ 'Microsoft.Synapse/workspaces/sqlPools'\r\n | extend SynapseWorkspaceResourceId = substring(id, 0, indexof(id, '/sqlPools/'))\r\n | summarize sqlpoolCount = count() by SynapseWorkspaceResourceId\r\n) on $left.id == $right.SynapseWorkspaceResourceId\r\n| join kind=leftouter (\r\n Resources\r\n | where type =~ 'Microsoft.Synapse/workspaces/bigDataPools'\r\n | extend SynapseWorkspaceResourceId = substring(id, 0, indexof(id, '/bigDataPools/'))\r\n | summarize bigdatapoolCount = count() by SynapseWorkspaceResourceId\r\n) on $left.id == $right.SynapseWorkspaceResourceId\r\n| where (isnull(sqlpoolCount) or sqlpoolCount == 0) and (isnull(bigdatapoolCount) or bigdatapoolCount == 0)\r\n| project id, resourceGroup, subscriptionId, location\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}'])\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct id\r\n )\r\n on id", + "size": 0, + "title": "Unused Synapase workspace", + "noDataMessage": "All of your Synapse workspaces have SQL pools.", + "noDataMessageStyle": 3, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "id1", + "formatter": 5 + }, + { + "columnMatch": "storageaccount", + "formatter": 13, + "formatOptions": { + "linkTarget": "Resource", + "subTarget": "insights", + "linkIsContextBlade": true, + "showIcon": true + } + } + ], + "labelSettings": [ + { + "columnId": "id", + "label": "Resource ID" + }, + { + "columnId": "resourceGroup", + "label": "Resource Group" + }, + { + "columnId": "subscriptionId", + "label": "Subscription Name" + } + ] + } + }, + "name": "Get-Synapse1" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "Synapse" + }, + "name": "SynapseGroup" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 1, + "content": { + "json": "# Azure Kubernetes Service\r\n- Enable cluster autoscaler to automatically adjust the number of agent nodes in response to resource constraints\r\n\r\n- Consider using Azure Spot VMs for workloads that can handle interruptions, early terminations, or evictions. For example, workloads such as batch processing jobs, development and testing environments, and large compute workloads may be good candidates to be scheduled on a spot node pool.\r\n\r\n- Utilize the Horizontal pod autoscaler to adjust the number of pods in a deployment depending on CPU utilization or other select metrics.\r\n\r\n- Use the Start/Stop feature in Azure Kubernetes Services (AKS).\r\n\r\n", + "style": "upsell" + }, + "name": "Azure Kubernetes Service" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "\tresources\r\n | where resourceGroup in ({ResourceGroup})\r\n\t| where type == \"microsoft.containerservice/managedclusters\"\r\n\t| extend AKSname=name,location=location,Sku=tostring(sku.name),Tier=tostring(sku.tier),AgentPoolProfiles=properties.agentPoolProfiles\r\n | project id,AKSname,resourceGroup,subscriptionId,Sku,Tier,AgentPoolProfiles,location\r\n | join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}'])\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct id\r\n )\r\n on id\r\n\t| mvexpand AgentPoolProfiles\r\n\t| extend ProfileName = tostring(AgentPoolProfiles.name) ,mode=AgentPoolProfiles.mode,AutoScaleEnabled = AgentPoolProfiles.enableAutoScaling ,SpotVM=AgentPoolProfiles.scaleSetPriority, VMSize=tostring(AgentPoolProfiles.vmSize),minCount=tostring(AgentPoolProfiles.minCount),maxCount=tostring(AgentPoolProfiles.maxCount) , nodeCount=tostring(AgentPoolProfiles.['count'])\r\n | project id,ProfileName,Sku,Tier,mode,AutoScaleEnabled,SpotVM, VMSize,nodeCount,minCount,maxCount,location,resourceGroup,subscriptionId,AKSname\r\n \r\n", + "size": 0, + "noDataMessage": "You have no AKS clusters!", + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "AKS Name", + "formatter": 1 + }, + { + "columnMatch": "id", + "formatter": 13, + "formatOptions": { + "linkTarget": "Resource", + "subTarget": "Insights", + "showIcon": true + } + }, + { + "columnMatch": "mode", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "System", + "representation": "Gear", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "User", + "representation": "Person", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "success", + "text": "{0}{1}" + } + ] + } + }, + { + "columnMatch": "AutoScaleEnabled", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "true", + "representation": "success", + "text": "Enabled" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "disabled", + "text": "Disabled" + } + ] + } + }, + { + "columnMatch": "SpotVM", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "is Empty", + "representation": "2", + "text": "{0}{1}Not Spot VM" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "success", + "text": "{0}{1}" + } + ] + } + }, + { + "columnMatch": "Group", + "formatter": 1 + }, + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "AKSname", + "formatter": 5 + } + ], + "filter": true, + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "AKSname" + ], + "expandTopLevel": true + }, + "labelSettings": [ + { + "columnId": "id", + "label": "ID" + }, + { + "columnId": "ProfileName", + "label": "Profile Name" + }, + { + "columnId": "Sku", + "label": "SKU" + }, + { + "columnId": "Tier", + "label": "SKU Tier" + }, + { + "columnId": "mode", + "label": "Mode" + }, + { + "columnId": "AutoScaleEnabled", + "label": "Autoscale enabled?" + }, + { + "columnId": "SpotVM", + "label": "Spot VM?" + }, + { + "columnId": "VMSize", + "label": "VM SKU" + }, + { + "columnId": "nodeCount", + "label": "Number of nodes" + }, + { + "columnId": "minCount", + "label": "Minimum nodes" + }, + { + "columnId": "maxCount", + "label": "Maximum nodes" + }, + { + "columnId": "location", + "label": "Location" + }, + { + "columnId": "resourceGroup", + "label": "Resource Group" + }, + { + "columnId": "subscriptionId", + "label": "Subscription Name" + }, + { + "columnId": "AKSname", + "label": "AKS Name" + } + ] + } + }, + "name": "Get-All-AKS" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "AKS" + }, + "name": "AKSGroup" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 1, + "content": { + "json": "# Azure App Service\r\n## Save with Premium v3 reserved instances\r\nWhen you commit to an Azure App Service Premium v3 reserved instance you can save money. The reservation discount is applied automatically to the number of running instances that match the reservation scope and attributes - you don't need to assign a reservation to a specific instance to get the discounts.\r\n\r\n## Determine the right reserved instance size before you buy\r\nBefore you buy a reservation, you should determine the size of the Premium v3 reserved instance that you need. The following sections will help you determine the right Premium v3 reserved instance size.\r\n\r\n## Use Autoscale appropriately\r\nAutoscale can be used to provision resources for when they're needed or on demand, which allows you to minimize costs when your environment is idle.\r\n", + "style": "upsell" + }, + "name": "Azure App Service" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources\r\n| where resourceGroup in ({ResourceGroup})\r\n| where type =~ 'Microsoft.Web/sites'\r\n| extend WebAppRG=resourceGroup, WebAppName=name, AppServicePlan=tostring(properties.serverFarmId), SKU=tostring(properties.sku), Type=kind, Status=tostring(properties.state), WebAppLocation=location, SubscriptionName=subscriptionId\r\n| project id,WebAppName, Type, Status, WebAppLocation, AppServicePlan, WebAppRG,SubscriptionName\r\n| order by id asc\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}'])\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct id\r\n )\r\n on id", + "size": 0, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ] + }, + "conditionalVisibility": { + "parameterName": "isVisible", + "comparison": "isEqualTo", + "value": "Never" + }, + "name": "query - WebFunctionStatus" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources\r\n| where resourceGroup in ({ResourceGroup})\r\n| where type == \"microsoft.web/serverfarms\" and sku.tier !~ 'Free'\r\n| extend planId=tolower(tostring(id)),skuname = tostring(sku.name) , skutier = tostring(sku.tier), workers=tostring(properties.numberOfWorkers),webRG=resourceGroup,maxworkers=tostring(properties.maximumNumberOfWorkers), Sites=tostring(properties.numberOfSites), SubscriptionName=subscriptionId\r\n| project planId, name, skuname, skutier, workers, maxworkers, webRG, Sites, SubscriptionName\r\n| join kind=leftouter (resources | where type ==\"microsoft.insights/autoscalesettings\" | project planId=tolower(tostring(properties.targetResourceUri)), PredictiveAutoscale=properties.predictiveAutoscalePolicy.scaleMode, AutoScaleProfiles=properties.profiles,resourceGroup) on planId\r\n", + "size": 0, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ] + }, + "conditionalVisibility": { + "parameterName": "isVisible", + "comparison": "isEqualTo", + "value": "Never" + }, + "name": "query - AppServiceplandetails" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"3fddbdd9-c4eb-46ae-b6b0-654c0da7b1a8\",\"mergeType\":\"inner\",\"leftTable\":\"query - AppServiceplandetails\",\"rightTable\":\"query - WebFunctionStatus\",\"leftColumn\":\"planId\",\"rightColumn\":\"AppServicePlan\"}],\"projectRename\":[{\"originalName\":\"[query - AppServiceplandetails].type\",\"mergedName\":\"type\",\"fromId\":\"unknown\"},{\"originalName\":\"[query - AppServiceplandetails].tenantId\",\"mergedName\":\"tenantId\",\"fromId\":\"unknown\"},{\"originalName\":\"[query - AppServiceplandetails].kind\",\"mergedName\":\"kind\",\"fromId\":\"unknown\"},{\"originalName\":\"[query - AppServiceplandetails].location\",\"mergedName\":\"location\",\"fromId\":\"unknown\"},{\"originalName\":\"[query - AppServiceplandetails].managedBy\",\"mergedName\":\"managedBy\",\"fromId\":\"unknown\"},{\"originalName\":\"[query - AppServiceplandetails].subscriptionId\",\"mergedName\":\"subscriptionId\",\"fromId\":\"unknown\"},{\"originalName\":\"[query - AppServiceplandetails].sku\",\"mergedName\":\"sku\",\"fromId\":\"unknown\"},{\"originalName\":\"[query - AppServiceplandetails].SubscriptionName\",\"mergedName\":\"SubscriptionName\",\"fromId\":\"unknown\"},{\"originalName\":\"[query - AppServiceplandetails].plan\",\"mergedName\":\"plan\",\"fromId\":\"unknown\"},{\"originalName\":\"[query - AppServiceplandetails].properties\",\"mergedName\":\"properties\",\"fromId\":\"unknown\"},{\"originalName\":\"[query - AppServiceplandetails].tags\",\"mergedName\":\"tags\",\"fromId\":\"unknown\"},{\"originalName\":\"[query - AppServiceplandetails].identity\",\"mergedName\":\"identity\",\"fromId\":\"unknown\"},{\"originalName\":\"[query - AppServiceplandetails].zones\",\"mergedName\":\"zones\",\"fromId\":\"unknown\"},{\"originalName\":\"[query - AppServiceplandetails].extendedLocation\",\"mergedName\":\"extendedLocation\",\"fromId\":\"unknown\"},{\"originalName\":\"[query - AppServiceplandetails].planId\",\"mergedName\":\"planId\",\"fromId\":\"unknown\"},{\"originalName\":\"[query - WebFunctionStatus].id\",\"mergedName\":\"id\",\"fromId\":\"unknown\"},{\"originalName\":\"[query - AppServiceplandetails].name\",\"mergedName\":\"name\",\"fromId\":\"3fddbdd9-c4eb-46ae-b6b0-654c0da7b1a8\"},{\"originalName\":\"[query - WebFunctionStatus].Status\",\"mergedName\":\"Status\",\"fromId\":\"3fddbdd9-c4eb-46ae-b6b0-654c0da7b1a8\"},{\"originalName\":\"[query - WebFunctionStatus].Type\",\"mergedName\":\"Type\",\"fromId\":\"3fddbdd9-c4eb-46ae-b6b0-654c0da7b1a8\"},{\"originalName\":\"[query - AppServiceplandetails].skuname\",\"mergedName\":\"skuname\",\"fromId\":\"3fddbdd9-c4eb-46ae-b6b0-654c0da7b1a8\"},{\"originalName\":\"[query - AppServiceplandetails].skutier\",\"mergedName\":\"skutier\",\"fromId\":\"3fddbdd9-c4eb-46ae-b6b0-654c0da7b1a8\"},{\"originalName\":\"[query - AppServiceplandetails].PredictiveAutoscale\",\"mergedName\":\"PredictiveAutoscale\",\"fromId\":\"unknown\"},{\"originalName\":\"[query - AppServiceplandetails].AutoScaleProfiles\",\"mergedName\":\"AutoScaleProfiles\",\"fromId\":\"unknown\"},{\"originalName\":\"[query - AppServiceplandetails].workers\",\"mergedName\":\"workers\",\"fromId\":\"3fddbdd9-c4eb-46ae-b6b0-654c0da7b1a8\"},{\"originalName\":\"[query - AppServiceplandetails].maxworkers\",\"mergedName\":\"maxworkers\",\"fromId\":\"3fddbdd9-c4eb-46ae-b6b0-654c0da7b1a8\"},{\"originalName\":\"[query - AppServiceplandetails].webRG\",\"mergedName\":\"webRG\",\"fromId\":\"3fddbdd9-c4eb-46ae-b6b0-654c0da7b1a8\"},{\"originalName\":\"[query - AppServiceplandetails].planId1\",\"mergedName\":\"planId1\",\"fromId\":\"3fddbdd9-c4eb-46ae-b6b0-654c0da7b1a8\"},{\"originalName\":\"[query - AppServiceplandetails].resourceGroup\",\"mergedName\":\"resourceGroup\",\"fromId\":\"3fddbdd9-c4eb-46ae-b6b0-654c0da7b1a8\"},{\"originalName\":\"[query - WebFunctionStatus].WebAppName\",\"mergedName\":\"WebAppName\",\"fromId\":\"3fddbdd9-c4eb-46ae-b6b0-654c0da7b1a8\"},{\"originalName\":\"[query - WebFunctionStatus].WebAppLocation\",\"mergedName\":\"WebAppLocation\",\"fromId\":\"3fddbdd9-c4eb-46ae-b6b0-654c0da7b1a8\"},{\"originalName\":\"[query - WebFunctionStatus].AppServicePlan\",\"mergedName\":\"AppServicePlan\",\"fromId\":\"3fddbdd9-c4eb-46ae-b6b0-654c0da7b1a8\"},{\"originalName\":\"[query - WebFunctionStatus].WebAppRG\",\"mergedName\":\"WebAppRG\",\"fromId\":\"3fddbdd9-c4eb-46ae-b6b0-654c0da7b1a8\"},{\"originalName\":\"[query - AppServiceplandetails].Sites\",\"mergedName\":\"Sites\",\"fromId\":\"unknown\"},{\"originalName\":\"[query - WebFunctionStatus].SubscriptionName\"},{\"originalName\":\"[query - WebFunctionStatus].id1\"},{\"originalName\":\"[query - AppServiceplandetails].resourceGroup1\"}]}", + "size": 0, + "title": "Web Apps", + "noDataMessage": "You have no WebApps!", + "showExportToExcel": true, + "queryType": 7, + "gridSettings": { + "formatters": [ + { + "columnMatch": "Name", + "formatter": 1 + }, + { + "columnMatch": "SubscriptionName", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "name", + "formatter": 5 + }, + { + "columnMatch": "Status", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "Running", + "representation": "success", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "Stopped", + "representation": "disabled", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "success", + "text": "{0}{1}" + } + ] + } + }, + { + "columnMatch": "webRG", + "formatter": 5 + }, + { + "columnMatch": "planId1", + "formatter": 5 + }, + { + "columnMatch": "resourceGroup", + "formatter": 5 + }, + { + "columnMatch": "WebAppName", + "formatter": 5 + }, + { + "columnMatch": "AppServicePlan", + "formatter": 5 + }, + { + "columnMatch": "WebAppRG", + "formatter": 14, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "Group", + "formatter": 1 + } + ], + "rowLimit": 1000, + "filter": true, + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "name" + ], + "expandTopLevel": true + }, + "labelSettings": [ + { + "columnId": "SubscriptionName", + "label": "Subscription Name" + }, + { + "columnId": "planId", + "label": "Plan ID" + }, + { + "columnId": "id", + "label": "ID" + }, + { + "columnId": "name", + "label": "Name" + }, + { + "columnId": "skuname", + "label": "SKU" + }, + { + "columnId": "skutier", + "label": "SKU Tier" + }, + { + "columnId": "PredictiveAutoscale", + "label": "Autoscale Enabled?" + }, + { + "columnId": "AutoScaleProfiles", + "label": "Autoscale Profile" + }, + { + "columnId": "workers", + "label": "Workers" + }, + { + "columnId": "maxworkers", + "label": "Max. Workers" + }, + { + "columnId": "webRG", + "label": "Application Resource Group" + }, + { + "columnId": "WebAppName", + "label": "Application Name" + }, + { + "columnId": "WebAppLocation", + "label": "Application Location" + }, + { + "columnId": "AppServicePlan", + "label": "App Service Plan" + }, + { + "columnId": "WebAppRG", + "label": "Application Resource Group" + } + ] + } + }, + "name": "Get-Idle-WebApp" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources\r\n| where resourceGroup in ({ResourceGroup})\r\n| where type == \"microsoft.web/serverfarms\" and properties.numberOfSites == \"0\"\r\n| extend id, planId=tolower(tostring(id)),skuname = tostring(sku.name) , skutier = tostring(sku.tier), workers=tostring(properties.numberOfWorkers),webRG=resourceGroup,maxworkers=tostring(properties.maximumNumberOfWorkers), Sites=tostring(properties.numberOfSites), SubscriptionName=subscriptionId\r\n| project id, planId, name, skuname, skutier, workers, maxworkers, webRG, Sites, SubscriptionName\r\n| join kind=leftouter (resources | where type ==\"microsoft.insights/autoscalesettings\" | project planId=tolower(tostring(properties.targetResourceUri)), PredictiveAutoscale=properties.predictiveAutoscalePolicy.scaleMode, AutoScaleProfiles=properties.profiles,resourceGroup) on planId\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}'])\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct id\r\n ) on id", + "size": 0, + "noDataMessage": "All of your App Service's plan have at least one website.", + "noDataMessageStyle": 3, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "id", + "formatter": 5 + }, + { + "columnMatch": "name", + "formatter": 5 + }, + { + "columnMatch": "maxworkers", + "formatter": 5 + }, + { + "columnMatch": "SubscriptionName", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "planId1", + "formatter": 5 + }, + { + "columnMatch": "PredictiveAutoscale", + "formatter": 5 + }, + { + "columnMatch": "AutoScaleProfiles", + "formatter": 5 + }, + { + "columnMatch": "resourceGroup", + "formatter": 5 + }, + { + "columnMatch": "id1", + "formatter": 5 + } + ], + "labelSettings": [ + { + "columnId": "planId", + "label": "App Service Plan " + }, + { + "columnId": "name", + "label": "SKU Name" + }, + { + "columnId": "skuname", + "label": "SKU Name" + }, + { + "columnId": "skutier", + "label": "SKU Tier" + }, + { + "columnId": "workers", + "label": "Number of Workers " + }, + { + "columnId": "maxworkers", + "label": "Number of websites" + }, + { + "columnId": "webRG", + "label": "Resource Group " + }, + { + "columnId": "Sites", + "label": "Number of websites" + }, + { + "columnId": "SubscriptionName", + "label": "Subscription Name" + } + ] + } + }, + "name": "query - IdleServicePlans" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "webapp" + }, + "name": "WebAppGroup" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 1, + "content": { + "json": "## Log Analytics workspace\r\nA [Log Analytics workspace](https://learn.microsoft.com/azure/azure-monitor/logs/log-analytics-workspace-overview) is a unique environment for log data from Azure Monitor and other Azure services, such as Microsoft Sentinel and Microsoft Defender for Cloud. Each workspace has its own data repository and configuration but might combine data from multiple services. The following advices could be of help in cost optimization:\r\n\r\n1. Adopt [commitment tiers](https://learn.microsoft.com/azure/azure-monitor/logs/cost-logs#commitment-tiers) where applicable.\r\n2. Adopt [Azure Monitor Logs dedicated cluster](https://learn.microsoft.com/azure/azure-monitor/logs/cost-logs#dedicated-clusters) if a single workspace does not ingest enough data as per the minimum commitment tier (100 GB/day) or if it is possible to aggregate ingestion costs from more than one workspace in the same region.\r\n3. Convert the free tier based workspace to **Pay-as-you-go** model and add them to an Azure Monitor Logs dedicated cluster where possible.", + "style": "upsell" + }, + "name": "MonitoringRecommendations" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources\r\n| where type =~ 'microsoft.operationalinsights/workspaces'\r\n| where resourceGroup in ({ResourceGroup})\r\n| extend \r\n state = trim(' ', tostring(properties.provisioningState)),\r\n sku = trim(' ', tostring(properties.sku.name)),\r\n skuUpdate = trim(' ', tostring(properties.sku.lastSkuUpdate)),\r\n retentionDays = toint(properties.retentionInDays),\r\n dailyquotaGB = trim(' ', tostring(properties.workspaceCapping.dailyQuotaGb))\r\n| extend dailyquotaGB = iif(dailyquotaGB !=-1.0, dailyquotaGB,\"--\")\r\n| project id, resourceGroup, location, retentionDays, dailyquotaGB, sku, subscriptionId\r\n| join kind = inner (\r\n resources\r\n | where type =~ 'microsoft.operationalinsights/workspaces'\r\n | where resourceGroup in ({ResourceGroup})\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags[tagName])\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | summarize arg_max(tagName, tagValue) by id\r\n) on id\r\n| extend resourceGroup = tostring(split(id,'/providers/')[0])\r\n| project-away id1", + "size": 0, + "title": "Log Analytics Workspaces", + "showRefreshButton": true, + "exportMultipleValues": true, + "exportedParameters": [ + { + "fieldName": "id", + "parameterName": "selectedWorkspaceId", + "parameterType": 1 + } + ], + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "id", + "formatter": 13, + "formatOptions": { + "linkTarget": "Resource", + "subTarget": "insights", + "linkIsContextBlade": true, + "showIcon": true + } + }, + { + "columnMatch": "resourceGroup", + "formatter": 14, + "formatOptions": { + "linkTarget": "Resource", + "linkIsContextBlade": true, + "showIcon": true + } + }, + { + "columnMatch": "retentionDays", + "formatter": 4, + "formatOptions": { + "min": 1, + "max": 730, + "palette": "blue", + "customColumnWidthSetting": "10%" + } + }, + { + "columnMatch": "dailyquotaGB", + "formatter": 0, + "formatOptions": { + "customColumnWidthSetting": "10%" + } + }, + { + "columnMatch": "sku", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "colors", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "lacluster", + "representation": "green", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "free", + "representation": "gray", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "capacityreservation", + "representation": "green", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "red", + "text": "{0}{1}" + } + ] + } + }, + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": "Resource", + "linkIsContextBlade": true, + "showIcon": true + } + }, + { + "columnMatch": "tagName", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "is Empty", + "representation": "Blank", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "Tags", + "text": "{0}{1}" + } + ] + } + }, + { + "columnMatch": "tagValue", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "is Empty", + "representation": "Blank", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "Tags", + "text": "{0}{1}" + } + ] + } + } + ], + "rowLimit": 10000, + "filter": true, + "labelSettings": [ + { + "columnId": "id", + "label": "Workspace" + }, + { + "columnId": "resourceGroup", + "label": "Resource Group" + }, + { + "columnId": "location", + "label": "Location" + }, + { + "columnId": "retentionDays", + "label": "Retention (days)" + }, + { + "columnId": "dailyquotaGB", + "label": "Daily Cap (GB)" + }, + { + "columnId": "sku", + "label": "Pricing Tier" + }, + { + "columnId": "subscriptionId", + "label": "Subscription" + }, + { + "columnId": "tagName", + "label": "Tag Name" + }, + { + "columnId": "tagValue", + "label": "Tag Value" + } + ] + }, + "sortBy": [] + }, + "name": "logAnalyticsWorkspaces", + "styleSettings": { + "showBorder": true + } + }, + { + "type": 1, + "content": { + "json": "πŸ’‘_Select one or more workspaces from the list above to see daily ingestion trend_" + }, + "conditionalVisibility": { + "parameterName": "selectedWorkspaceId", + "comparison": "isEqualTo" + }, + "name": "text - 3", + "styleSettings": { + "showBorder": true + } + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "crossComponentResources": [ + "{Subscription}" + ], + "parameters": [ + { + "id": "d9c04e61-453f-4f85-8d7e-1a34037d836b", + "version": "KqlParameterItem/1.0", + "name": "selectedWorkspaces", + "type": 5, + "isRequired": true, + "multiSelect": true, + "quote": "'", + "delimiter": ",", + "query": "where type =~ 'microsoft.operationalinsights/workspaces'\r\n| where id in ({selectedWorkspaceId})", + "crossComponentResources": [ + "{Subscription}" + ], + "isHiddenWhenLocked": true, + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "timeContext": { + "durationMs": 2592000000 + }, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "value": null + }, + { + "id": "2108523c-fb80-49b3-9ff1-ea5e5eca2091", + "version": "KqlParameterItem/1.0", + "name": "TimeRange", + "label": "Time range", + "type": 4, + "isRequired": true, + "typeSettings": { + "selectableValues": [ + { + "durationMs": 172800000 + }, + { + "durationMs": 604800000 + }, + { + "durationMs": 1209600000 + }, + { + "durationMs": 2592000000 + } + ] + }, + "timeContext": { + "durationMs": 2592000000 + }, + "value": { + "durationMs": 2592000000 + } + } + ], + "style": "pills", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + }, + "conditionalVisibility": { + "parameterName": "_", + "comparison": "isEqualTo", + "value": "_" + }, + "name": "parameters - 2" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "Usage\r\n| where StartTime >= startofday({TimeRange:start}) and EndTime < startofday(now())\r\n| where IsBillable == true\r\n| project Quantity, ResourceUri, TimeGenerated\r\n| summarize BillableDataGB = sum(Quantity / 1024.) by bin(TimeGenerated, 1d)\r\n| project TimeGenerated, BillableDataGB", + "size": 0, + "aggregation": 5, + "title": "Total Daily Ingestion for selected workspaces - Trend by {TimeRange:label}", + "timeContextFromParameter": "TimeRange", + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces", + "crossComponentResources": [ + "{selectedWorkspaces}" + ], + "visualization": "barchart", + "chartSettings": { + "seriesLabelSettings": [ + { + "seriesName": "BillableDataGB", + "label": "Ingested data" + } + ], + "ySettings": { + "numberFormatSettings": { + "unit": 39, + "options": { + "style": "decimal", + "useGrouping": true, + "maximumFractionDigits": 2 + } + } + } + } + }, + "conditionalVisibility": { + "parameterName": "selectedWorkspaceId", + "comparison": "isNotEqualTo" + }, + "name": "dailyIngestionTrend", + "styleSettings": { + "showBorder": true + } + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "Monitoring" + }, + "name": "MonitoringGroup" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "advisorresources\r\n| where type =~ 'microsoft.advisor/recommendations'\r\n| where resourceGroup in ({ResourceGroup})\r\n| where properties.category == 'Cost' and properties.lastUpdated >= ago(1d)\r\n| where properties.impactedField has \"Workspaces\"\r\n| extend AffectedResource=tostring(properties.resourceMetadata.resourceId), Category=properties.category, SubCategory=properties.impactedField, Impact=properties.impact,resourceGroup,subscriptionId,Recommendation=tostring(properties.shortDescription.problem), id, stableId = name, recommendationTypeId = tostring(properties.recommendationTypeId), maxCpuP95 = properties.extendedProperties.MaxCpuP95\r\n| join kind = leftouter\r\n(advisorresources | where type=~'microsoft.advisor/suppressions'\r\n| extend tokens = split(id, '/')\r\n| extend stableId = iff(array_length(tokens) > 3, tokens[(array_length(tokens)-3)], '')\r\n| extend expirationTimeStamp = todatetime(iff(strcmp(tostring(properties.ttl), '-1') == 0, '9999-12-31', properties.expirationTimeStamp))\r\n| where expirationTimeStamp > now()\r\n| project stableId, expirationTimeStamp)\r\non stableId\r\n| where isempty(expirationTimeStamp)\r\n| project AffectedResource=tostring(properties.resourceMetadata.resourceId), Category=properties.category, SubCategory=properties.impactedField, Recommendation=tostring(properties.shortDescription.problem), Impact=properties.impact,resourceGroup,subscriptionId, id, stableId = name, recommendationTypeId = tostring(properties.recommendationTypeId), maxCpuP95 = properties.extendedProperties.MaxCpuP95\r\n| join kind = leftouter\r\n(advisorresources | where type =~ 'microsoft.advisor/configurations' | where isempty(resourceGroup) == true\r\n| project subscriptionId, excludeRecomm = properties.exclude, lowCpuThreshold = properties.lowCpuThreshold, AffectedResource=tostring(properties.resourceMetadata.resourceId),Impact=properties.impact,resourceGroup,AdditionaInfo=properties.extendedProperties,Recommendation=tostring(properties.shortDescription.problem))\r\non subscriptionId\r\n| extend isActive1 = iff(isnull(excludeRecomm), true, tobool(excludeRecomm) == false)\r\n| extend isActive2 = iff(recommendationTypeId == 'e10b1381-5f0a-47ff-8c7b-37bd13d7c974', iff((isnotempty(lowCpuThreshold) and isnotempty(maxCpuP95)), toint(maxCpuP95) < toint(lowCpuThreshold), iff((isempty(maxCpuP95) or toint(maxCpuP95) < 5), true, false)), true)\r\n| where isActive1 == true and isActive2 == true\r\n| join kind = leftouter\r\n(advisorresources | where type =~ 'microsoft.advisor/configurations' | where isnotempty(resourceGroup) == true\r\n| project subscriptionId, resourceGroup, excludeProperty = properties.exclude)\r\non subscriptionId, resourceGroup\r\n| extend isActive3 = iff(isnull(excludeProperty), true, tobool(excludeProperty) == false)\r\n| where isActive3 == true\r\n| where Category == 'Cost' \r\n| where SubCategory has \"Workspaces\"\r\n| project-away subscriptionId1, subscriptionId2, AffectedResource1, isActive2, isActive3, Impact1, Recommendation1, resourceGroup1, resourceGroup2", + "size": 0, + "title": "Azure Advisor Cost recommendations", + "noDataMessage": "You are following all of our cost recommendations for Monitoring", + "noDataMessageStyle": 3, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "Group", + "formatter": 1 + }, + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "id", + "formatter": 5 + }, + { + "columnMatch": "stableId", + "formatter": 5 + }, + { + "columnMatch": "recommendationTypeId", + "formatter": 5 + }, + { + "columnMatch": "maxCpuP95", + "formatter": 5 + }, + { + "columnMatch": "excludeRecomm", + "formatter": 5 + }, + { + "columnMatch": "lowCpuThreshold", + "formatter": 5 + }, + { + "columnMatch": "AdditionaInfo", + "formatter": 5, + "formatOptions": { + "customColumnWidthSetting": "19ch" + } + }, + { + "columnMatch": "isActive1", + "formatter": 5 + }, + { + "columnMatch": "excludeProperty", + "formatter": 5 + } + ], + "rowLimit": 1000, + "filter": true, + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "Recommendation" + ], + "expandTopLevel": true + }, + "labelSettings": [ + { + "columnId": "AffectedResource", + "label": "Affected Resource" + }, + { + "columnId": "Category", + "label": "Recommendation Category" + }, + { + "columnId": "SubCategory", + "label": "Affected Resource Type" + }, + { + "columnId": "Recommendation", + "label": "Recommendation" + }, + { + "columnId": "Impact", + "label": "Impact" + }, + { + "columnId": "resourceGroup", + "label": "Resource Group" + }, + { + "columnId": "subscriptionId", + "label": "Subscription ID" + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "isVisible", + "comparison": "isEqualTo", + "value": "true" + }, + "name": "Get-AdvisorRecommendations-Monitoring" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": " resources\r\n | where resourceGroup in ({ResourceGroup})\r\n | where type has \"microsoft.operationalinsights/workspaces\"\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend AffectedResource=id,ResourceRG=resourceGroup\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}'])\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct id\r\n | project id", + "size": 0, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "rowLimit": 10000 + } + }, + "conditionalVisibility": { + "parameterName": "isVisible", + "comparison": "isEqualTo", + "value": "true" + }, + "name": "query - tags - list all network resources" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"d446799d-b1af-4bca-9d72-84ba2d87008d\",\"mergeType\":\"innerunique\",\"leftTable\":\"Get-AdvisorRecommendations-Monitoring\",\"rightTable\":\"query - tags - list all network resources\",\"leftColumn\":\"AffectedResource\",\"rightColumn\":\"id\"}],\"projectRename\":[{\"originalName\":\"[Get-AdvisorRecommendations-Monitoring].AffectedResource\",\"mergedName\":\"Affected Resource\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d87008d\"},{\"originalName\":\"[Get-AdvisorRecommendations-Monitoring].Category\",\"mergedName\":\"Recommendation Category\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d87008d\"},{\"originalName\":\"[Get-AdvisorRecommendations-Monitoring].SubCategory\",\"mergedName\":\"Affected Resource Type\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d87008d\"},{\"originalName\":\"[Get-AdvisorRecommendations-Monitoring].Recommendation\",\"mergedName\":\"Recommendation\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d87008d\"},{\"originalName\":\"[Get-AdvisorRecommendations-Monitoring].Impact\",\"mergedName\":\"Impact\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d87008d\"},{\"originalName\":\"[Get-AdvisorRecommendations-Monitoring].resourceGroup\",\"mergedName\":\"Resource Group\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d87008d\"},{\"originalName\":\"[Get-AdvisorRecommendations-Monitoring].subscriptionId\",\"mergedName\":\"Subscription ID\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d87008d\"},{\"originalName\":\"[Get-AdvisorRecommendations-Monitoring].id\",\"mergedName\":\"id\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d87008d\"},{\"originalName\":\"[Get-AdvisorRecommendations-Monitoring].stableId\",\"mergedName\":\"stableId\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d87008d\"},{\"originalName\":\"[Get-AdvisorRecommendations-Monitoring].recommendationTypeId\",\"mergedName\":\"recommendationTypeId\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d87008d\"},{\"originalName\":\"[Get-AdvisorRecommendations-Monitoring].maxCpuP95\",\"mergedName\":\"maxCpuP95\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d87008d\"},{\"originalName\":\"[Get-AdvisorRecommendations-Monitoring].excludeRecomm\",\"mergedName\":\"excludeRecomm\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d87008d\"},{\"originalName\":\"[Get-AdvisorRecommendations-Monitoring].lowCpuThreshold\",\"mergedName\":\"lowCpuThreshold\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d87008d\"},{\"originalName\":\"[Get-AdvisorRecommendations-Monitoring].AdditionaInfo\",\"mergedName\":\"AdditionaInfo\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d87008d\"},{\"originalName\":\"[Get-AdvisorRecommendations-Monitoring].isActive1\",\"mergedName\":\"isActive1\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d87008d\"},{\"originalName\":\"[Get-AdvisorRecommendations-Monitoring].excludeProperty\",\"mergedName\":\"excludeProperty\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d87008d\"},{\"originalName\":\"[query - tags - list all network resources].id\",\"mergedName\":\"id1\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d87008d\"},{\"originalName\":\"[Get-AdvisorRecommendations-Networking].excludeProperty\"},{\"originalName\":\"[Get-AdvisorRecommendations-Networking].isActive1\"},{\"originalName\":\"[Get-AdvisorRecommendations-Networking].AdditionaInfo\"},{\"originalName\":\"[Get-AdvisorRecommendations-Networking].lowCpuThreshold\"},{\"originalName\":\"[Get-AdvisorRecommendations-Networking].excludeRecomm\"},{\"originalName\":\"[Get-AdvisorRecommendations-Networking].maxCpuP95\"},{\"originalName\":\"[Get-AdvisorRecommendations-Networking].recommendationTypeId\"},{\"originalName\":\"[Get-AdvisorRecommendations-Networking].stableId\"},{\"originalName\":\"[query - tags - list all network resources].id\"},{\"originalName\":\"[Get-AdvisorRecommendations-Networking].id\"}]}", + "size": 0, + "title": "Azure Advisor Cost recommendations", + "noDataMessage": "You are following all of our cost recommendations for Monitoring", + "noDataMessageStyle": 3, + "queryType": 7 + }, + "showPin": false, + "name": "query - Merge - Monitoring Advisor recommendations" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "Monitoring" + }, + "name": "AdvisorGroupMonitoring" + } + ] + }, + "name": "group - 0 " + } + ] + }, + "conditionalVisibilities": [ + { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "UsageOptimization" + }, + { + "parameterName": "SelectedRateOptimizationTab", + "comparison": "isEqualTo", + "value": "Top10Services" + } + ], + "name": "group - Top10Services" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "template", + "loadFromTemplateId": "", + "items": [ + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "crossComponentResources": [ + "{Subscription}" + ], + "parameters": [ + { + "id": "7a720abf-5b4a-4fb1-adaf-2383e70f625d", + "version": "KqlParameterItem/1.0", + "name": "Subscription", + "type": 6, + "isRequired": true, + "multiSelect": true, + "quote": "'", + "delimiter": ",", + "typeSettings": { + "additionalResourceOptions": [ + "value::all" + ], + "includeAll": false, + "showDefault": false + }, + "timeContext": { + "durationMs": 86400000 + }, + "defaultValue": "value::all", + "label": " Subscription" + }, + { + "id": "a29babbc-5092-46c5-b03b-932c90aa61c9", + "version": "KqlParameterItem/1.0", + "name": "ResourceGroup", + "label": "Resource Group", + "type": 2, + "isRequired": true, + "multiSelect": true, + "quote": "'", + "delimiter": ",", + "query": "resources\r\n| distinct resourceGroup", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [ + "value::all" + ], + "showDefault": false + }, + "defaultValue": "value::all", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + }, + { + "id": "4b9c84b6-14ab-4663-b8b7-8bf0c351bbb5", + "version": "KqlParameterItem/1.0", + "name": "SingleSubHidden", + "type": 1, + "isRequired": true, + "query": "resourcecontainers\r\n| where type==\"microsoft.resources/subscriptions\"\r\n| take 1\r\n| project subscriptionId", + "crossComponentResources": [ + "{Subscription}" + ], + "isHiddenWhenLocked": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "label": "Hidden Subscription" + }, + { + "id": "6637e003-5323-4c6d-9990-426388c833e9", + "version": "KqlParameterItem/1.0", + "name": "TagName", + "type": 2, + "query": "Resources\r\n| where tags != '' and tags != '[]'\r\n| mvexpand tags\r\n| extend tagName = tostring(bag_keys(tags)[0])\r\n| distinct tagName\r\n| sort by tagName asc", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [] + }, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "value": null, + "label": "Tag Name" + }, + { + "id": "d390e2b5-aa2f-494b-bbb8-0b18c8de9063", + "version": "KqlParameterItem/1.0", + "name": "TagValue", + "type": 2, + "query": "Resources\r\n| mvexpand tags\r\n| extend tagName = tostring(bag_keys(tags)[0])\r\n| extend tagValue = tostring(tags[tagName])\r\n| where tags != '' and tags != '[]' and tostring(bag_keys(tags)[0]) == '{TagName}'\r\n| distinct tagValue\r\n| sort by tagValue asc", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [] + }, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "value": null, + "label": "Tag Value" + } + ], + "style": "pills", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + }, + "customWidth": "75", + "conditionalVisibilities": [ + { + "parameterName": "SelectedTab", + "comparison": "isNotEqualTo", + "value": "CostInformation" + }, + { + "parameterName": "SelectedTab", + "comparison": "isNotEqualTo", + "value": "Welcome" + } + ], + "name": "parameters - Filters" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "crossComponentResources": [ + "{Subscription}" + ], + "parameters": [ + { + "id": "ae7eb928-8873-46f8-a3ff-77f45c207fb3", + "version": "KqlParameterItem/1.0", + "name": "Location", + "type": 2, + "query": "Resources\r\n| where type =~ 'Microsoft.Compute/virtualMachines'\r\n| project name, location\r\n| summarize count () by location\r\n| project location", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [ + "value::1" + ] + }, + "timeContext": { + "durationMs": 86400000 + }, + "defaultValue": "value::1", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "label": "Resource Location" + } + ], + "style": "pills", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + }, + "customWidth": "25", + "conditionalVisibility": { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "AHB" + }, + "name": "parameters - location" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "title": "Networking cost optimization recommendations", + "items": [ + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "crossComponentResources": [ + "{Subscription}" + ], + "parameters": [ + { + "id": "ae7eb928-8873-46f8-a3ff-77f45c207fb3", + "version": "KqlParameterItem/1.0", + "name": "Location", + "type": 2, + "query": "Resources\r\n| where type =~ 'Microsoft.Compute/virtualMachines'\r\n| project name, location\r\n| summarize count () by location\r\n| project location", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [ + "value::1" + ] + }, + "timeContext": { + "durationMs": 86400000 + }, + "defaultValue": "value::1", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "label": "Resource Location" + } + ], + "style": "pills", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + }, + "customWidth": "25", + "conditionalVisibility": { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "AHB" + }, + "name": "parameters - location" + }, + { + "type": 11, + "content": { + "version": "LinkItem/1.0", + "style": "tabs", + "links": [ + { + "id": "e5d97e9d-97e6-45f2-871c-376799213b6a", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "Azure Firewall", + "subTarget": "firewall", + "style": "link" + }, + { + "id": "0211f413-9f36-4750-9ef2-d382ba30ba6c", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "Application Gateway", + "subTarget": "appGateway", + "preText": "VM", + "style": "link" + }, + { + "id": "61595d5e-9f25-4919-95a6-1462739f4657", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "Load Balancer", + "subTarget": "loadBalancer", + "style": "link" + }, + { + "id": "dbe9a7fb-6ab1-4de1-a98b-4ec8a9af906c", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "Public IP Address", + "subTarget": "publicIP", + "style": "link" + }, + { + "id": "79e7a97a-1413-41e8-b4c6-ebd1d0a45e2e", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "Virtual Network Gateway", + "subTarget": "vpnGw", + "style": "link" + }, + { + "id": "5655ef75-a5ec-4f4b-badf-a99191a0493f", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "NAT Gateway", + "subTarget": "natgw", + "style": "link" + }, + { + "id": "68a77162-06c2-4648-83e0-f8f41c4fbda7", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "ExpressRoute", + "subTarget": "ER", + "style": "link" + }, + { + "id": "5dd4cb39-5aa1-4de9-bc4c-338e15b8d389", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "Private DNS & Private Endpoint", + "subTarget": "privatedns", + "style": "link" + }, + { + "id": "6d563f46-7150-458c-9ee4-0558abe8e29b", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "Advisor recommendations", + "subTarget": "advisorNetworking", + "style": "link" + } + ] + }, + "name": "links - Networking" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 1, + "content": { + "json": "# Recommendations for Application Gateways\r\nReview Application Gateways which include backend pools with no targets. Resources listed with 2 red signs are considered idle.", + "style": "upsell" + }, + "name": "Recommendations for Application Gateways" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources\r\n| where type =~ 'Microsoft.Network/applicationGateways' and resourceGroup in ({ResourceGroup})\r\n| extend backendPoolsCount = array_length(properties.backendAddressPools),SKUName= tostring(properties.sku.name), SKUTier= tostring(properties.sku.tier),SKUCapacity=properties.sku.capacity,backendPools=properties.backendAddressPools,resourceGroup=strcat('/subscriptions/',subscriptionId,'/resourceGroups/',resourceGroup)\r\n| project id, name, SKUName, SKUTier, SKUCapacity,resourceGroup,subscriptionId\r\n| join (\r\n resources\r\n | where type =~ 'Microsoft.Network/applicationGateways' and resourceGroup in ({ResourceGroup})\r\n | mvexpand backendPools = properties.backendAddressPools\r\n | extend backendIPCount = array_length(backendPools.properties.backendIPConfigurations)\r\n | extend backendAddressesCount = array_length(backendPools.properties.backendAddresses)\r\n | extend backendPoolName = backendPools.properties.backendAddressPools.name\r\n | summarize backendIPCount = sum(backendIPCount) ,backendAddressesCount=sum(backendAddressesCount) by id\r\n) on id\r\n| project-away id1\r\n| where (backendIPCount == 0 or isempty(backendIPCount)) and (backendAddressesCount==0 or isempty(backendAddressesCount))\r\n| order by id asc\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}'])\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct id\r\n )\r\n on id", + "size": 0, + "title": "Application gateways with empty backend pools", + "noDataMessage": "You don't have any Application Gateways with empty backendpools", + "noDataMessageStyle": 3, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "SKUCapacity", + "formatter": 1 + }, + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "backendIPCount", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "0", + "representation": "disabled", + "text": "No Backend IPs" + }, + { + "operator": ">", + "thresholdValue": "0", + "representation": "success", + "text": "Backend IP configured" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "success", + "text": "{0}{1}" + } + ] + } + }, + { + "columnMatch": "backendAddressesCount", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "0", + "representation": "disabled", + "text": "No Backend targets" + }, + { + "operator": ">", + "thresholdValue": "0", + "representation": "success", + "text": "Backend targets available" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "success", + "text": "{0}{1}" + } + ] + } + }, + { + "columnMatch": "id1", + "formatter": 5 + }, + { + "columnMatch": "Recommendation", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "colors", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "No Backend targets", + "representation": "redBright", + "text": "No Backend targets" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "green", + "text": "Backend targets enabled" + } + ] + } + }, + { + "columnMatch": "backendPoolIPTarget", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": ">", + "thresholdValue": "0", + "representation": "success", + "text": "" + }, + { + "operator": "==", + "thresholdValue": "0", + "representation": "disabled", + "text": "" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "success", + "text": "{0}{1}" + } + ] + } + }, + { + "columnMatch": "backendPoolVMTarget", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "is Empty", + "representation": "disabled", + "text": "" + }, + { + "operator": ">", + "thresholdValue": "0", + "representation": "success", + "text": "" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "success", + "text": "{0}{1}" + } + ] + } + }, + { + "columnMatch": "Recommednation", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "colors", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "No Backend targets", + "representation": "redBright", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "green", + "text": "{0}{1}" + } + ] + } + } + ], + "labelSettings": [ + { + "columnId": "id", + "label": "ID" + }, + { + "columnId": "name", + "label": "Name" + }, + { + "columnId": "SKUName", + "label": "SKU" + }, + { + "columnId": "SKUTier", + "label": "SKU Tier" + }, + { + "columnId": "SKUCapacity", + "label": "Capacity" + }, + { + "columnId": "resourceGroup", + "label": "Resource Group" + }, + { + "columnId": "subscriptionId", + "label": "Subscription ID" + }, + { + "columnId": "backendIPCount", + "label": "Has backend pool for IPs?" + }, + { + "columnId": "backendAddressesCount", + "label": "Has backend pool for VMs?" + }, + { + "columnId": "id1", + "label": "ResourceID" + } + ] + } + }, + "name": "Get-Idle-AppGW" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "appGateway" + }, + "name": "NetworkingAppGateway" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 1, + "content": { + "json": "# Recommendations for Load Balancers\r\nReview Load balancers with no backend pools, and remove them if not needed.", + "style": "upsell" + }, + "name": "Recommendations for Load Balancers" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources \r\n| where resourceGroup in ({ResourceGroup})\r\n| extend resourceGroup=strcat('/subscriptions/',subscriptionId,'/resourceGroups/',resourceGroup), SKUName=tostring(sku.name),SKUTier=tostring(sku.tier),location,backendAddressPools = properties.backendAddressPools\r\n| where type =~ 'microsoft.network/loadbalancers' and array_length(backendAddressPools) == 0 and sku.name!='Basic'\r\n| order by id asc\r\n| project id,name, SKUName,SKUTier,backendAddressPools, location,resourceGroup, subscriptionId\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}'])\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct id\r\n )\r\n on id", + "size": 0, + "title": "Load Balancers with empty backend pools", + "noDataMessage": "You don't have any Load Balancers with empty backendpools", + "noDataMessageStyle": 3, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "backendAddressPools", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "0", + "representation": "disabled", + "text": "Empty Backend Pool" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "success", + "text": "" + } + ] + } + }, + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "id1", + "formatter": 5 + } + ], + "labelSettings": [ + { + "columnId": "id", + "label": "Resource ID" + }, + { + "columnId": "name", + "label": "Name" + }, + { + "columnId": "SKUName", + "label": "SKU" + }, + { + "columnId": "SKUTier", + "label": "SKU Tier" + }, + { + "columnId": "backendAddressPools", + "label": "Has backend pool?" + }, + { + "columnId": "location", + "label": "Location" + }, + { + "columnId": "resourceGroup", + "label": "Resource Group" + }, + { + "columnId": "subscriptionId", + "label": "Subscription Name" + }, + { + "columnId": "id1", + "label": "ResourceID" + } + ] + } + }, + "name": "Get-Idle-LB" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "loadBalancer" + }, + "name": "LoadBalancerGroup" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 1, + "content": { + "json": "# Recommendations for Public IP Addresses\r\nReview unattached Public IP addresses, as they may represent additional cost.\r\n
This query will also show Public IPs attached to Idle network cards.\r\n", + "style": "upsell" + }, + "name": "Recommendations for PIP" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources \r\n| where resourceGroup in ({ResourceGroup})\r\n| where type =~ 'Microsoft.Network/publicIPAddresses' and isempty(properties.ipConfiguration) and isempty(properties.natGateway) and properties.publicIPAllocationMethod =~ 'Static'\r\n| extend PublicIpId=id, IPName=name, AllocationMethod=tostring(properties.publicIPAllocationMethod), SKUName=sku.name, Location=location ,resourceGroup=strcat('/subscriptions/',subscriptionId,'/resourceGroups/',resourceGroup)\r\n| project PublicIpId,IPName, SKUName, resourceGroup, Location, AllocationMethod, subscriptionId\r\n| union (\r\n Resources \r\n | where type =~ 'microsoft.network/networkinterfaces' and isempty(properties.virtualMachine) and isnull(properties.privateEndpoint) and isnotempty(properties.ipConfigurations) \r\n | extend IPconfig = properties.ipConfigurations \r\n | mv-expand IPconfig \r\n | extend PublicIpId= tostring(IPconfig.properties.publicIPAddress.id)\r\n | project PublicIpId\r\n | join ( \r\n resources \r\n | where type =~ 'Microsoft.Network/publicIPAddresses'\r\n | extend PublicIpId=id, IPName=name, AllocationMethod=tostring(properties.publicIPAllocationMethod), SKUName=sku.name, resourceGroup, Location=location \r\n ) on PublicIpId\r\n | project PublicIpId,IPName, SKUName, resourceGroup, Location, AllocationMethod, subscriptionId\r\n)\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}'])\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | extend PublicIpId=id\r\n | distinct PublicIpId\r\n )\r\n on PublicIpId\r\n", + "size": 0, + "title": "Unattached Public IPs", + "noDataMessage": "You have no unattached Public IPs", + "noDataMessageStyle": 3, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "PublicIpId1", + "formatter": 5 + } + ], + "labelSettings": [ + { + "columnId": "PublicIpId", + "label": "ID" + }, + { + "columnId": "IPName", + "label": "Name" + }, + { + "columnId": "SKUName", + "label": "SKU" + }, + { + "columnId": "resourceGroup", + "label": "Resource Group" + }, + { + "columnId": "AllocationMethod", + "label": "Allocation Method" + }, + { + "columnId": "subscriptionId", + "label": "Subscription Name" + }, + { + "columnId": "PublicIpId1", + "label": "Resource ID" + } + ] + } + }, + "name": "Get-Idle-PIP" + }, + { + "type": 1, + "content": { + "json": "# Routing Preference\r\n\r\nAzure routing preference enables you to choose how your traffic routes between Azure and the Internet. You can choose to route traffic either via the Microsoft network or via the ISP network (public internet). By default, traffic is routed via the Microsoft global network for all Azure services.\r\n\r\nRouting preference choices include:\r\n\r\n- **Microsoft Network**: Both ingress and egress traffic stays bulk of the travel on the Microsoft global network. This routing is also known as cold potato routing. This option has a higher ingress/egress cost.\r\n\r\n- **Public Internet (ISP network)**: The new routing choice Internet routing minimizes travel on the Microsoft global network and uses the transit ISP network to route your traffic. This routing is also known as hot potato routing.\r\n\r\nFor more information about routing preference, see [What is routing preference?](https://learn.microsoft.com/azure/virtual-network/ip-services/ip-services-overview#routing-preference).\r\n\r\n", + "style": "upsell" + }, + "name": "text - 3" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources\r\n| where resourceGroup in ({ResourceGroup})\r\n| where type =~ 'Microsoft.Network/publicIPAddresses' and isnotempty(properties.ipConfiguration)\r\n| where tostring(properties.ipTags)== \"[]\"\r\n| extend PublicIpId=id, RoutingMethod=id, IPName=name, AllocationMethod=tostring(properties.publicIPAllocationMethod), SKUName=sku.name, Location=location ,resourceGroup=strcat('/subscriptions/',subscriptionId,'/resourceGroups/',resourceGroup)\r\n| project PublicIpId,IPName, RoutingMethod,SKUName, resourceGroup, Location, AllocationMethod, subscriptionId\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}'])\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | extend PublicIpId=id\r\n | distinct PublicIpId\r\n )\r\n on PublicIpId", + "size": 0, + "title": "Public IP Addresses ", + "noDataMessageStyle": 3, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "RoutingMethod", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "Default", + "thresholdValue": null, + "representation": "info", + "text": "Microsoft Network" + } + ] + } + }, + { + "columnMatch": "PublicIpId1", + "formatter": 5 + } + ], + "labelSettings": [ + { + "columnId": "PublicIpId", + "label": "ID" + }, + { + "columnId": "IPName", + "label": "Name" + }, + { + "columnId": "RoutingMethod", + "label": "Routing Method" + }, + { + "columnId": "SKUName", + "label": "SKU Name" + }, + { + "columnId": "resourceGroup", + "label": "Resource Group" + }, + { + "columnId": "Location", + "label": "Location" + }, + { + "columnId": "AllocationMethod", + "label": "Allocation Method" + }, + { + "columnId": "subscriptionId", + "label": "SubscriptionId" + }, + { + "columnId": "PublicIpId1", + "label": "Resource ID" + } + ] + } + }, + "name": "Query-PIP-RoutingPreference" + }, + { + "type": 1, + "content": { + "json": "# DDoS IP Protection\r\nIf you need to protect fewer than 15 public IP resources, the IP Protection tier is the more cost-effective option. However, if you have more than 15 public IP resources to protect, then the Network Protection tier becomes more cost-effective. \r\n\r\nThis query will surface all Public IP (PIP) addressess with the DDoS Protection enabled. If there are more than 15 Public IP Addresses with DDoS protection in the same virtual network, then it is cheaper to enable DDoS Network protection.\r\n\r\nThe Network Protection tier also provides additional features, including:\r\n\r\n- DDoS Protection Rapid Response (DRR)\r\n- Cost protection guarantees\r\n- Web Application Firewall (WAF) discounts\r\n\r\nFor more information about DDoS protection, see [Which Azure DDoS Protection tier should I choose?](https://learn.microsoft.com/azure/ddos-protection/ddos-faq?source=recommendations#which-azure-ddos-protection-tier-should-i-choose-).", + "style": "upsell" + }, + "name": "text - 5" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources\r\n| where type == \"microsoft.network/publicipaddresses\"\r\n| project ddosProtection=tostring(properties.ddosSettings), name\r\n| where ddosProtection has \"Enabled\"\r\n| count\r\n| project TotalIpsProtected = Count\r\n| extend CheckIpsProtected = iff(TotalIpsProtected >= 15,\"Enable Network Protection tier\", \"Enable PIP DDoS Protection\")", + "size": 0, + "title": "Public IP Addresses DDoS Protection", + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "RoutingMethod", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "Default", + "thresholdValue": null, + "representation": "info", + "text": "Microsoft Network" + } + ] + } + }, + { + "columnMatch": "PublicIpId1", + "formatter": 5 + } + ] + } + }, + "name": "Query-PIP-DDoSProtection" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "publicIP" + }, + "name": "PIPGroup" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 1, + "content": { + "json": "# Recommendations for Virtual Network Gateways\r\nReview idle Virtual Network Gateways that have no connections defined, as they may represent additional cost.\r\n", + "style": "upsell" + }, + "name": "Recommendations for idle virtualNetworkGateways" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources\r\n| where type == \"microsoft.network/virtualnetworkgateways\"\r\n| extend resourceGroup =strcat('/subscriptions/',subscriptionId,'/resourceGroups/',resourceGroup)\r\n| project id, GWName=name,resourceGroup,location,subscriptionId\r\n| join kind = leftouter(\r\n resources\r\n | where type == \"microsoft.network/connections\"\r\n | extend id = tostring(properties.virtualNetworkGateway1.id)\r\n | project id\r\n | union (\r\n resources\r\n | where type == \"microsoft.network/connections\"\r\n | extend id = tostring(properties.virtualNetworkGateway2.id)\r\n | project id\r\n )\r\n) on id\r\n| where isempty(id1)\r\n| project id, GWName,resourceGroup,location,subscriptionId,status=id", + "size": 0, + "title": "Idle Virtual Network Gateways", + "noDataMessage": "No Idle Virtual Network Gateways found", + "noDataMessageStyle": 3, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "status", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "Default", + "thresholdValue": null, + "representation": "warning", + "text": "Error-Connection not configured" + } + ] + } + } + ], + "filter": true, + "labelSettings": [ + { + "columnId": "id", + "label": "Resource ID" + }, + { + "columnId": "GWName", + "label": "VPN Gateway Name" + }, + { + "columnId": "status", + "label": "Is connected?" + } + ] + } + }, + "name": "query - Idle Virtual Network gateways" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "vpnGw" + }, + "name": "VPNGW Group" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "advisorresources\r\n| where type =~ 'microsoft.advisor/recommendations'\r\n| where resourceGroup in ({ResourceGroup})\r\n| where properties.category == 'Cost' and properties.lastUpdated >= ago(1d)\r\n| where properties.impactedField has \"Network\"\r\n| extend AffectedResource=tostring(properties.resourceMetadata.resourceId), Category=properties.category, SubCategory=properties.impactedField, Impact=properties.impact,resourceGroup,subscriptionId,Recommendation=tostring(properties.shortDescription.problem), id, stableId = name, recommendationTypeId = tostring(properties.recommendationTypeId), maxCpuP95 = properties.extendedProperties.MaxCpuP95\r\n| join kind = leftouter\r\n(advisorresources | where type=~'microsoft.advisor/suppressions'\r\n| extend tokens = split(id, '/')\r\n| extend stableId = iff(array_length(tokens) > 3, tokens[(array_length(tokens)-3)], '')\r\n| extend expirationTimeStamp = todatetime(iff(strcmp(tostring(properties.ttl), '-1') == 0, '9999-12-31', properties.expirationTimeStamp))\r\n| where expirationTimeStamp > now()\r\n| project stableId, expirationTimeStamp)\r\non stableId\r\n| where isempty(expirationTimeStamp)\r\n| project AffectedResource=tostring(properties.resourceMetadata.resourceId), Category=properties.category, SubCategory=properties.impactedField, Recommendation=tostring(properties.shortDescription.problem), Impact=properties.impact,resourceGroup,subscriptionId, id, stableId = name, recommendationTypeId = tostring(properties.recommendationTypeId), maxCpuP95 = properties.extendedProperties.MaxCpuP95\r\n| join kind = leftouter\r\n(advisorresources | where type =~ 'microsoft.advisor/configurations' | where isempty(resourceGroup) == true\r\n| project subscriptionId, excludeRecomm = properties.exclude, lowCpuThreshold = properties.lowCpuThreshold, AffectedResource=tostring(properties.resourceMetadata.resourceId),Impact=properties.impact,resourceGroup,AdditionaInfo=properties.extendedProperties,Recommendation=tostring(properties.shortDescription.problem))\r\non subscriptionId\r\n| extend isActive1 = iff(isnull(excludeRecomm), true, tobool(excludeRecomm) == false)\r\n| extend isActive2 = iff(recommendationTypeId == 'e10b1381-5f0a-47ff-8c7b-37bd13d7c974', iff((isnotempty(lowCpuThreshold) and isnotempty(maxCpuP95)), toint(maxCpuP95) < toint(lowCpuThreshold), iff((isempty(maxCpuP95) or toint(maxCpuP95) < 5), true, false)), true)\r\n| where isActive1 == true and isActive2 == true\r\n| join kind = leftouter\r\n(advisorresources | where type =~ 'microsoft.advisor/configurations' | where isnotempty(resourceGroup) == true\r\n| project subscriptionId, resourceGroup, excludeProperty = properties.exclude)\r\non subscriptionId, resourceGroup\r\n| extend isActive3 = iff(isnull(excludeProperty), true, tobool(excludeProperty) == false)\r\n| where isActive3 == true\r\n| where Category == 'Cost' \r\n| where SubCategory has \"Network\"\r\n| project-away subscriptionId1, subscriptionId2, AffectedResource1, isActive2, isActive3, Impact1, Recommendation1, resourceGroup1, resourceGroup2", + "size": 0, + "title": "Azure Advisor Cost recommendations", + "noDataMessage": "You are following all of our cost recommendations for Networking", + "noDataMessageStyle": 3, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "Group", + "formatter": 1 + }, + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "id", + "formatter": 5 + }, + { + "columnMatch": "stableId", + "formatter": 5 + }, + { + "columnMatch": "recommendationTypeId", + "formatter": 5 + }, + { + "columnMatch": "maxCpuP95", + "formatter": 5 + }, + { + "columnMatch": "excludeRecomm", + "formatter": 5 + }, + { + "columnMatch": "lowCpuThreshold", + "formatter": 5 + }, + { + "columnMatch": "AdditionaInfo", + "formatter": 5, + "formatOptions": { + "customColumnWidthSetting": "19ch" + } + }, + { + "columnMatch": "isActive1", + "formatter": 5 + }, + { + "columnMatch": "excludeProperty", + "formatter": 5 + } + ], + "rowLimit": 1000, + "filter": true, + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "Recommendation" + ], + "expandTopLevel": true + }, + "labelSettings": [ + { + "columnId": "AffectedResource", + "label": "Affected Resource" + }, + { + "columnId": "Category", + "label": "Recommendation Category" + }, + { + "columnId": "SubCategory", + "label": "Affected Resource Type" + }, + { + "columnId": "Recommendation", + "label": "Recommendation" + }, + { + "columnId": "Impact", + "label": "Impact" + }, + { + "columnId": "resourceGroup", + "label": "Resource Group" + }, + { + "columnId": "subscriptionId", + "label": "Subscription ID" + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "isVisible", + "comparison": "isEqualTo", + "value": "true" + }, + "name": "Get-AdvisorRecommendations-Networking" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": " resources\r\n | where resourceGroup in ({ResourceGroup})\r\n | where type has \"Microsoft.Network\"\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend AffectedResource=id,ResourceRG=resourceGroup\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}'])\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct id\r\n | project id", + "size": 0, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ] + }, + "conditionalVisibility": { + "parameterName": "isVisible", + "comparison": "isEqualTo", + "value": "true" + }, + "name": "query - tags - list all network resources" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"d446799d-b1af-4bca-9d72-84ba2d87008d\",\"mergeType\":\"innerunique\",\"leftTable\":\"Get-AdvisorRecommendations-Networking\",\"rightTable\":\"query - tags - list all network resources\",\"leftColumn\":\"AffectedResource\",\"rightColumn\":\"id\"}],\"projectRename\":[{\"originalName\":\"[Get-AdvisorRecommendations-Networking].AffectedResource\",\"mergedName\":\"AffectedResource\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d87008d\"},{\"originalName\":\"[Get-AdvisorRecommendations-Networking].Category\",\"mergedName\":\"Category\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d87008d\"},{\"originalName\":\"[Get-AdvisorRecommendations-Networking].SubCategory\",\"mergedName\":\"SubCategory\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d87008d\"},{\"originalName\":\"[Get-AdvisorRecommendations-Networking].Recommendation\",\"mergedName\":\"Recommendation\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d87008d\"},{\"originalName\":\"[Get-AdvisorRecommendations-Networking].Impact\",\"mergedName\":\"Impact\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d87008d\"},{\"originalName\":\"[Get-AdvisorRecommendations-Networking].resourceGroup\",\"mergedName\":\"resourceGroup\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d87008d\"},{\"originalName\":\"[Get-AdvisorRecommendations-Networking].subscriptionId\",\"mergedName\":\"subscriptionId\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d87008d\"},{\"originalName\":\"[Get-AdvisorRecommendations-Networking].excludeProperty\"},{\"originalName\":\"[Get-AdvisorRecommendations-Networking].isActive1\"},{\"originalName\":\"[Get-AdvisorRecommendations-Networking].AdditionaInfo\"},{\"originalName\":\"[Get-AdvisorRecommendations-Networking].lowCpuThreshold\"},{\"originalName\":\"[Get-AdvisorRecommendations-Networking].excludeRecomm\"},{\"originalName\":\"[Get-AdvisorRecommendations-Networking].maxCpuP95\"},{\"originalName\":\"[Get-AdvisorRecommendations-Networking].recommendationTypeId\"},{\"originalName\":\"[Get-AdvisorRecommendations-Networking].stableId\"},{\"originalName\":\"[query - tags - list all network resources].id\"},{\"originalName\":\"[Get-AdvisorRecommendations-Networking].id\"}]}", + "size": 0, + "title": "Azure Advisor Cost recommendations", + "noDataMessage": "You are following all of our cost recommendations for Networking", + "noDataMessageStyle": 3, + "showExportToExcel": true, + "queryType": 7 + }, + "showPin": false, + "name": "query - Merge - Network Advisor recommendations" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "advisorNetworking" + }, + "name": "AdvisorGroupNetworking" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 1, + "content": { + "json": "# Recommendations for NAT Gateways\r\nReview idle NAT Gateways that have no subnet defined, as they may represent additional cost.\r\n", + "style": "upsell" + }, + "name": "Recommendations for idle NAT Gateway" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources\r\n| where type == \"microsoft.network/natgateways\" and isnull(properties.subnets)\r\n| project id, GWName=name, SKUName=tostring(sku.name), SKUTier=tostring(sku.tier), Location=location ,resourceGroup=tostring(strcat('/subscriptions/',subscriptionId,'/resourceGroups/',resourceGroup)),subnet=tostring(properties.subnet), subscriptionId\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}'])\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct id\r\n )\r\n on id", + "size": 0, + "title": "Idle NAT Gateways", + "noDataMessage": "No idle NAT gateways found", + "noDataMessageStyle": 3, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "subnet", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "Default", + "thresholdValue": null, + "representation": "warning", + "text": "Not associated." + } + ] + } + }, + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "id1", + "formatter": 5 + } + ], + "filter": true, + "labelSettings": [ + { + "columnId": "id", + "label": "Resource ID" + }, + { + "columnId": "GWName", + "label": "NAT Gateway Name" + }, + { + "columnId": "SKUName", + "label": "SKU Name" + }, + { + "columnId": "SKUTier", + "label": "SKU Tier" + }, + { + "columnId": "Location", + "label": "Location" + }, + { + "columnId": "resourceGroup", + "label": "Resource Group" + }, + { + "columnId": "subnet", + "label": "Subnet" + }, + { + "columnId": "subscriptionId", + "label": "Subscription" + } + ] + } + }, + "name": "query - Idle NAT gateways" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "natgw" + }, + "name": "NATGW Group" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 1, + "content": { + "json": "# Recommendations for Private DNS\r\nReview private DNS without [Virtual Network Links](https://learn.microsoft.com/azure/dns/private-dns-virtual-network-links).\r\n", + "style": "upsell" + }, + "name": "Recommendations for idle private dns" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources\r\n| where type == \"microsoft.network/privatednszones\" and properties.numberOfVirtualNetworkLinks == 0\r\n| project id, PrivateDNSName=name, NumberOfRecordSets=tostring(properties.numberOfRecordSets),resourceGroup=tostring(strcat('/subscriptions/',subscriptionId,'/resourceGroups/',resourceGroup)),vNets=tostring(properties.properties.numberOfVirtualNetworkLinks), subscriptionId\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}'])\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct id\r\n )\r\n on id", + "size": 0, + "title": "Idle private DNS ", + "noDataMessage": "No idle private DNS found", + "noDataMessageStyle": 3, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "vNets", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "0", + "representation": "2", + "text": "Not associated to any vNET" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "warning", + "text": "Not associated to any vNET" + } + ] + } + }, + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "id1", + "formatter": 5 + }, + { + "columnMatch": "subnet", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "Default", + "thresholdValue": null, + "representation": "warning", + "text": "Not associated." + } + ] + } + } + ], + "filter": true, + "labelSettings": [ + { + "columnId": "id", + "label": "Resource ID" + }, + { + "columnId": "PrivateDNSName", + "label": "Private DNS name" + }, + { + "columnId": "NumberOfRecordSets", + "label": "Number of DNS records" + }, + { + "columnId": "resourceGroup", + "label": "Resource Group" + }, + { + "columnId": "vNets", + "label": "vNETs associated" + }, + { + "columnId": "subscriptionId", + "label": "Subscription" + } + ] + } + }, + "name": "query - Idle private DNS" + }, + { + "type": 1, + "content": { + "json": "# Recommendations for Private endpoints\r\nReview [Private Endpoints](https://learn.microsoft.com/azure/private-link/private-endpoint-overview) that are not connected to any resource.", + "style": "upsell" + }, + "name": "Recommendations for idle private endpoints" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources\r\n| where type =~ \"microsoft.network/privateendpoints\"\r\n| extend connection = iff(array_length(properties.manualPrivateLinkServiceConnections) > 0, properties.manualPrivateLinkServiceConnections[0], properties.privateLinkServiceConnections[0])\r\n| extend subnetId = properties.subnet.id\r\n| extend subnetIdSplit = split(subnetId, \"/\")\r\n| extend vnetId = strcat_array(array_slice(subnetIdSplit,0,8), \"/\")\r\n| extend serviceId = tostring(connection.properties.privateLinkServiceId)\r\n| extend serviceIdSplit = split(serviceId, \"/\")\r\n| extend serviceName = tostring(serviceIdSplit[8])\r\n| extend serviceTypeEnum = iff(isnotnull(serviceIdSplit[6]), tolower(strcat(serviceIdSplit[6], \"/\", serviceIdSplit[7])), \"microsoft.network/privatelinkservices\")\r\n| extend stateEnum = tostring(connection.properties.privateLinkServiceConnectionState.status)\r\n| extend stateDescription = tostring(connection.properties.privateLinkServiceConnectionState.description)\r\n| extend groupIds = tostring(connection.properties.groupIds[0])\r\n| where stateEnum == \"Disconnected\"\r\n| extend Details = pack_all()\r\n| project id, PrivateDNSName=name, stateEnum, stateDescription, resourceGroup=tostring(strcat('/subscriptions/',subscriptionId,'/resourceGroups/',resourceGroup)),serviceName, serviceTypeEnum, groupIds, vnetId, subnetId,subscriptionId\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}'])\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct id\r\n )\r\n on id", + "size": 0, + "title": "Idle private endpoints", + "noDataMessage": "No idle private endpoints found", + "noDataMessageStyle": 3, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "serviceTypeEnum", + "formatter": 16, + "formatOptions": { + "showIcon": true + } + }, + { + "columnMatch": "vnetId", + "formatter": 13, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "subnetId", + "formatter": 13, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "id1", + "formatter": 5 + } + ], + "filter": true, + "labelSettings": [ + { + "columnId": "id", + "label": "Resource ID" + }, + { + "columnId": "PrivateDNSName", + "label": "Private Endpoint name" + }, + { + "columnId": "stateEnum", + "label": "State" + }, + { + "columnId": "stateDescription", + "label": "State description" + }, + { + "columnId": "resourceGroup", + "label": "Resource Group" + }, + { + "columnId": "serviceName", + "label": "Resource Name" + }, + { + "columnId": "serviceTypeEnum", + "label": "Service Type" + }, + { + "columnId": "groupIds", + "label": "Resource Sub-type" + }, + { + "columnId": "vnetId", + "label": "Subnet" + }, + { + "columnId": "subnetId", + "label": "Subscription" + } + ] + } + }, + "name": "query - Idle private endpoint" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "privatedns" + }, + "name": "Private DNS and Private Endpoints Group" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 1, + "content": { + "json": "# Recommendations for Azure Firewall\r\n\r\n## Azure Firewall Premium SKU\r\nThis table identifies Azure Firewalls with Premium SKU and evaluates whether the associated policy incorporates premium-only features or not. If a Premium SKU Firewall lacks a policy with premium features, such as TLS or intrusion detection it will be shown here. To learn more about Azure Firewall skus, check this [SKU comparison table](https://learn.microsoft.com/azure/firewall/choose-firewall-sku). ", + "style": "upsell" + }, + "name": "Recommendations for premium Firewall" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources \r\n| where type =~ 'Microsoft.Network/azureFirewalls' and properties.sku.tier==\"Premium\"\r\n| project FWID=id, firewallName = name, SkuTier = tostring(properties.sku.tier), resourceGroup, location\r\n| join kind=inner (\r\n resources\r\n | where type =~ 'microsoft.network/firewallpolicies'\r\n | mv-expand properties.firewalls\r\n | extend intrusionDetection = tostring(properties.intrusionDetection contains \"Alert\" or properties.intrusionDetection contains \"Deny\"), transportSecurity = tostring(properties.transportSecurity contains \"keyVaultSecretId\")\r\n | extend FWID=tostring(properties_firewalls.id)\r\n | where intrusionDetection == \"False\" and transportSecurity == \"False\"\r\n | project PolicyName = name, PolicySKU=tostring(properties.sku.tier), intrusionDetection, transportSecurity, FWID\r\n) on FWID", + "size": 0, + "title": "Azure Firewall Premium", + "noDataMessage": "No Azure Firewall Premium found", + "noDataMessageStyle": 3, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "firewallName", + "formatter": 5 + }, + { + "columnMatch": "FWID1", + "formatter": 5 + }, + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "status", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "Default", + "thresholdValue": null, + "representation": "warning", + "text": "Error-Connection not configured" + } + ] + } + } + ], + "filter": true, + "labelSettings": [ + { + "columnId": "FWID", + "label": "Firewall Name" + }, + { + "columnId": "firewallName", + "label": "FWName" + }, + { + "columnId": "SkuTier", + "label": "SKU" + }, + { + "columnId": "resourceGroup", + "label": "Resource Group" + }, + { + "columnId": "location", + "label": "Location" + }, + { + "columnId": "PolicyName", + "label": "Policy Name" + }, + { + "columnId": "PolicySKU", + "label": "Policy SKU" + }, + { + "columnId": "intrusionDetection", + "label": "Is Intrusion Detection enabled?" + }, + { + "columnId": "transportSecurity", + "label": "Is TLS enabled?" + } + ] + } + }, + "name": "query - Optimize Premium AZ Firewall" + }, + { + "type": 1, + "content": { + "json": "## Avoid multiple Firewall instances in the same region\r\nOptimize the use of Azure Firewall by having a central instance of Azure Firewall in the hub virtual network or Virtual WAN secure hub and share the same firewall across many spoke virtual networks that are connected to the same hub from the same region. Ensure there's no unexpected cross-region traffic as part of the hub-spoke topology nor multiple Azure firewall instances deployed to the same region. To learn more about Azure Firewall design principles, check [Azure Well-Architected Framework review - Azure Firewall](https://learn.microsoft.com/azure/well-architected/service-guides/azure-firewall#cost-optimization).", + "style": "upsell" + }, + "name": "text - 3" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources \r\n| where type =~ 'Microsoft.Network/azureFirewalls'\r\n| mv-expand properties.ipConfigurations\r\n| project FWID=id, firewallName = name, SkuTier = tostring(properties.sku.tier), FWRG=resourceGroup, FWLocation=location, SubnetID=tostring(properties_ipConfigurations.properties.subnet.id)\r\n| join (\r\nresources\r\n| where type =~ 'Microsoft.Network/virtualNetworks' \r\n| mv-expand properties.subnets\r\n| where properties_subnets.id has 'AzureFirewallSubnet'\r\n| extend SubnetID=tostring(properties_subnets.id), SubnetName=name, SubnetLocation=location, SubnetRG=resourceGroup) on SubnetID\r\n| project FWID, FWRG,FWLocation, SubnetID,SubnetName, SubnetRG, SubnetLocation\r\n", + "size": 0, + "title": "Azure Firewall per location", + "noDataMessage": "No Firewall deployed", + "noDataMessageStyle": 3, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "SubnetName", + "formatter": 5 + }, + { + "columnMatch": "firewallName", + "formatter": 5 + }, + { + "columnMatch": "FWID1", + "formatter": 5 + }, + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "status", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "Default", + "thresholdValue": null, + "representation": "warning", + "text": "Error-Connection not configured" + } + ] + } + } + ], + "filter": true, + "labelSettings": [ + { + "columnId": "FWID", + "label": "Firewall Name" + }, + { + "columnId": "FWRG", + "label": "Firewall Resource Group" + }, + { + "columnId": "FWLocation", + "label": "Firewall Location" + }, + { + "columnId": "SubnetID", + "label": "Vnet / Subnet Name" + }, + { + "columnId": "SubnetName", + "label": "Subnet extended Name" + }, + { + "columnId": "SubnetRG", + "label": "Subnet Resource Group" + }, + { + "columnId": "SubnetLocation", + "label": "Subnet Location" + } + ] + } + }, + "name": "query - Firewall per Location" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "firewall" + }, + "name": "Firewall Group" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 1, + "content": { + "json": "# Recommendations for ExpressRoute\r\n\r\nReview idle ExpressRoute circuits that has not been provisioned (service provider has not completed provisioning or has deprovisioned), as they may represent additional cost.", + "style": "upsell" + }, + "name": "Recommendations for ExpressRoute" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources\r\n| where type =~ 'Microsoft.Network/expressRouteCircuits' and properties.serviceProviderProvisioningState == \"NotProvisioned\"\r\n| extend ServiceLocation=tostring(properties.serviceProviderProperties.peeringLocation), ServiceProvider=tostring(properties.serviceProviderProperties.serviceProviderName), BandwidthInMbps=tostring(properties.serviceProviderProperties.bandwidthInMbps)\r\n| project ERId=id,ERName = name, ERRG = resourceGroup, SKUName=tostring(sku.name), SKUTier=tostring(sku.tier), SKUFamily=tostring(sku.family), ERLocation = location, ServiceLocation, ServiceProvider, BandwidthInMbps\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}'])\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | extend ERId=id\r\n | distinct ERId\r\n )\r\n on ERId\r\n\r\n", + "size": 0, + "title": "Idle ExpressRoute circuits", + "noDataMessage": "No idle ExpressRoute circuits found", + "noDataMessageStyle": 3, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "ERId1", + "formatter": 5 + } + ], + "labelSettings": [ + { + "columnId": "ERId", + "label": "ExpressRoute ID" + }, + { + "columnId": "ERName", + "label": "ER Name" + }, + { + "columnId": "ERRG", + "label": "Resource Group" + }, + { + "columnId": "SKUName", + "label": "SKU Name" + }, + { + "columnId": "SKUTier", + "label": "SKU Tier" + }, + { + "columnId": "SKUFamily", + "label": "SKU Family" + }, + { + "columnId": "ERLocation", + "label": "Location" + }, + { + "columnId": "ServiceLocation", + "label": "Service Location" + }, + { + "columnId": "ServiceProvider", + "label": "Service Provider" + }, + { + "columnId": "BandwidthInMbps", + "label": "Bandwidth in Mbps" + } + ] + } + }, + "name": "Idle ExpressRoute circuits" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "ER" + }, + "name": "ExpressRoute Group" + } + ] + }, + "name": "networking - Subscription" + } + ] + }, + "name": "group - 0" + } + ] + }, + "conditionalVisibilities": [ + { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "UsageOptimization" + }, + { + "parameterName": "SelectedRateOptimizationTab", + "comparison": "isEqualTo", + "value": "Networking" + } + ], + "name": "NetworkingGroup", + "styleSettings": { + "showBorder": true + } + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "template", + "title": "Storage cost optimization recommendations", + "loadFromTemplateId": "", + "items": [ + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "crossComponentResources": [ + "{Subscription}" + ], + "parameters": [ + { + "id": "37ceb1c3-3930-4689-a90b-22f26e42bd81", + "version": "KqlParameterItem/1.0", + "name": "Subscription", + "type": 6, + "isRequired": true, + "multiSelect": true, + "quote": "'", + "delimiter": ",", + "typeSettings": { + "additionalResourceOptions": [ + "value::all" + ], + "includeAll": false, + "showDefault": false + }, + "timeContext": { + "durationMs": 86400000 + }, + "defaultValue": "value::all", + "label": " Subscription" + }, + { + "id": "08f5fe68-c2e3-4882-9300-b3e33f572dfe", + "version": "KqlParameterItem/1.0", + "name": "ResourceGroup", + "label": "Resource Group", + "type": 2, + "isRequired": true, + "multiSelect": true, + "quote": "'", + "delimiter": ",", + "query": "resources\r\n| distinct resourceGroup", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [ + "value::all" + ], + "showDefault": false + }, + "defaultValue": "value::all", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + }, + { + "id": "4fea3013-df84-4930-a453-8a6bd0375130", + "version": "KqlParameterItem/1.0", + "name": "SingleSubHidden", + "type": 1, + "isRequired": true, + "query": "resourcecontainers\r\n| where type==\"microsoft.resources/subscriptions\"\r\n| take 1\r\n| project subscriptionId", + "crossComponentResources": [ + "{Subscription}" + ], + "isHiddenWhenLocked": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "label": "Hidden Subscription" + }, + { + "id": "8412f39d-ee67-4979-b887-47463b8848c2", + "version": "KqlParameterItem/1.0", + "name": "TagName", + "type": 2, + "query": "Resources\r\n| where tags != '' and tags != '[]'\r\n| mvexpand tags\r\n| extend tagName = tostring(bag_keys(tags)[0])\r\n| distinct tagName\r\n| sort by tagName asc", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [] + }, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "value": null, + "label": "Tag Name" + }, + { + "id": "50c68f38-13a0-4aff-a259-4426c83b7cc0", + "version": "KqlParameterItem/1.0", + "name": "TagValue", + "type": 2, + "query": "Resources\r\n| mvexpand tags\r\n| extend tagName = tostring(bag_keys(tags)[0])\r\n| extend tagValue = tostring(tags[tagName])\r\n| where tags != '' and tags != '[]' and tostring(bag_keys(tags)[0]) == '{TagName}'\r\n| distinct tagValue\r\n| sort by tagValue asc", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [] + }, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "value": null, + "label": "Tag Value" + } + ], + "style": "pills", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + }, + "customWidth": "75", + "conditionalVisibilities": [ + { + "parameterName": "SelectedTab", + "comparison": "isNotEqualTo", + "value": "CostInformation" + }, + { + "parameterName": "SelectedTab", + "comparison": "isNotEqualTo", + "value": "Welcome" + } + ], + "name": "parameters - Filters" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "crossComponentResources": [ + "{Subscription}" + ], + "parameters": [ + { + "id": "eae8a0d2-14e6-4cd1-a2d2-fd6b207cf517", + "version": "KqlParameterItem/1.0", + "name": "Location", + "type": 2, + "query": "Resources\r\n| where type =~ 'Microsoft.Compute/virtualMachines'\r\n| project name, location\r\n| summarize count () by location\r\n| project location", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [ + "value::1" + ] + }, + "timeContext": { + "durationMs": 86400000 + }, + "defaultValue": "value::1", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "label": "Resource Location" + } + ], + "style": "pills", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + }, + "customWidth": "25", + "conditionalVisibility": { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "AHB" + }, + "name": "parameters - location" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "crossComponentResources": [ + "{Subscription}" + ], + "parameters": [ + { + "id": "eae8a0d2-14e6-4cd1-a2d2-fd6b207cf517", + "version": "KqlParameterItem/1.0", + "name": "Location", + "type": 2, + "query": "Resources\r\n| where type =~ 'Microsoft.Compute/virtualMachines'\r\n| project name, location\r\n| summarize count () by location\r\n| project location", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [ + "value::1" + ] + }, + "timeContext": { + "durationMs": 86400000 + }, + "defaultValue": "value::1", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "label": "Resource Location" + } + ], + "style": "pills", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + }, + "customWidth": "25", + "conditionalVisibility": { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "AHB" + }, + "name": "parameters - location" + }, + { + "type": 11, + "content": { + "version": "LinkItem/1.0", + "style": "tabs", + "links": [ + { + "id": "0211f413-9f36-4750-9ef2-d382ba30ba6c", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "Storage Accounts", + "subTarget": "Storage", + "preText": "VM", + "style": "link" + }, + { + "id": "dbe9a7fb-6ab1-4de1-a98b-4ec8a9af906c", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "Managed Disks", + "subTarget": "Disks", + "style": "link" + }, + { + "id": "86ff248b-1ce4-4194-8cd4-b1e0a9956b5d", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "Backup", + "subTarget": "Backup", + "style": "link" + }, + { + "id": "6d563f46-7150-458c-9ee4-0558abe8e29b", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "Advisor recommendations", + "subTarget": "advisorStorage", + "style": "link" + } + ] + }, + "name": "links - Storage" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 1, + "content": { + "json": "## Idle backups\r\n\r\nReview protected items backup activity to determine if there are items that have not been backed up in the last 90 days. This could either mean that the underlying resource that's being backed up doesn't exist anymore or there's some issue with the resource that's preventing backups from being taken reliably.\r\n", + "style": "upsell" + }, + "name": "text - idleBackup" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "recoveryservicesresources\r\n| where type =~ 'microsoft.recoveryservices/vaults/backupfabrics/protectioncontainers/protecteditems'\r\n| extend vaultId = tostring(properties.vaultId),resourceId = tostring(properties.sourceResourceId),idleBackup= datetime_diff('day', now(), todatetime(properties.lastBackupTime)) > 90, resourceType=tostring(properties.workloadType), protectionState=tostring(properties.protectionState),lastBackupTime=tostring(properties.lastBackupTime), resourceGroup=strcat('/subscriptions/',subscriptionId,'/resourceGroups/',resourceGroup),lastBackupDate=todatetime(properties.lastBackupTime)\r\n| where idleBackup != 0\r\n| project resourceId,vaultId,idleBackup,lastBackupDate,resourceType,protectionState,lastBackupTime,location,resourceGroup,subscriptionId\r\n| join kind = inner(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}'])\r\n | extend vaultId = id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | project vaultId\r\n )\r\n on vaultId\r\n | project-away vaultId1", + "size": 0, + "title": "Idle backups", + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "idleBackup", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": ">", + "thresholdValue": "0", + "representation": "2", + "text": "No backup in the last 90 days" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "success", + "text": "" + } + ] + } + }, + { + "columnMatch": "resourceGroup", + "formatter": 14, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + } + ], + "labelSettings": [ + { + "columnId": "resourceId", + "label": "Resource ID" + }, + { + "columnId": "idleBackup", + "label": "Backup activity" + }, + { + "columnId": "lastBackupDate", + "label": "Last backup date" + }, + { + "columnId": "resourceType", + "label": "Resource type" + }, + { + "columnId": "protectionState", + "label": "Protection state" + }, + { + "columnId": "lastBackupTime", + "label": "Last backup time" + }, + { + "columnId": "location", + "label": "Location" + }, + { + "columnId": "resourceGroup", + "label": "Resource group" + }, + { + "columnId": "subscriptionId", + "label": "Subscription ID" + } + ] + }, + "sortBy": [] + }, + "name": "query - idleBackups" + }, + { + "type": 1, + "content": { + "json": "## Backup storage redundancy settings\r\n\r\nBy default, when you configure backup for resources, geo-redundant storage (GRS) replication is applied to these backups. While this is the recommended storage replication option as it creates more redundancy for your critical data, you can choose to protect items using locally-redundant storage (LRS) if that meets your backup availability needs for dev-test workloads. Using LRS instead of GRS halves the cost of your backup storage. \r\n\r\nπŸ–±οΈClick on each vault to see the configured storage replication\r\n", + "style": "upsell" + }, + "name": "text - backupReplication" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "Resources\r\n| where type == 'microsoft.recoveryservices/vaults'\r\n| where resourceGroup in ({ResourceGroup})\r\n| extend skuTier = tostring(sku['tier']), skuName = tostring(sku['name']), resourceGroup=strcat('/subscriptions/',subscriptionId,'/resourceGroups/',resourceGroup),redundancySettings = tostring(properties.redundancySettings['standardTierStorageRedundancy'])\r\n| order by id asc\r\n| project id,redundancySettings, resourceGroup, location,subscriptionId, skuTier, skuName\r\n| join kind = innerunique (\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}'])\r\n | extend vaultId = id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | project id\r\n)\r\non id\r\n| project-away id1\r\n", + "size": 0, + "title": "Recovery vaults storage replication ", + "exportedParameters": [ + { + "fieldName": "RGVault", + "parameterName": "resourceGroupVault", + "parameterType": 1 + }, + { + "fieldName": "subscriptionId", + "parameterName": "subscriptionId", + "parameterType": 1 + }, + { + "fieldName": "name", + "parameterName": "vaultName", + "parameterType": 1 + } + ], + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "redundancySettings", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "GeoRedundant", + "representation": "Globe", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "ResourceFlat", + "text": "{0}{1}" + } + ] + } + }, + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "RGVault", + "formatter": 5 + }, + { + "columnMatch": "name", + "formatter": 5 + } + ] + } + }, + "name": "query - backupStorageReplication" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "Backup" + }, + "name": "group - Backup" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 1, + "content": { + "json": "# Storage accounts\r\nGeneral-purpose v2 storage accounts support the latest Azure Storage features and incorporate all of the functionality of general-purpose v1 and Blob storage accounts. General-purpose v2 accounts are recommended for most storage scenarios.\r\n\r\n1. General-purpose v2 accounts deliver the lowest per-gigabyte capacity prices for Azure Storage, as well as industry-competitive transaction prices.\r\n2. General-purpose v2 accounts support default account access tiers of hot or cool and blob level tiering between hot, cool, or archive.\r\n3. General-purpose v2 accounts allows you to also use lifecycle management to optimize your storage cost", + "style": "upsell" + }, + "name": "Storage accounts" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources \r\n| where type =~ 'Microsoft.Storage/StorageAccounts' and kind !='StorageV2' and kind !='FileStorage' and kind != 'BlockBlobStorage'\r\n| where resourceGroup in ({ResourceGroup})\r\n| extend StorageAccountName=name, SAKind=kind,AccessTier=tostring(properties.accessTier),SKUName=sku.name, SKUTier=sku.tier, Location=location\r\n| order by id asc\r\n| project id,StorageAccountName, SKUName, SKUTier, SAKind,AccessTier, resourceGroup, Location, subscriptionId\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}'])\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct id\r\n )\r\n on id", + "size": 0, + "title": "Storage accounts which are not v2", + "noDataMessage": "All storage accounts are General-purpose v2", + "noDataMessageStyle": 3, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "SKUName", + "formatter": 1 + }, + { + "columnMatch": "SKUTier", + "formatter": 1 + }, + { + "columnMatch": "SAKind", + "formatter": 1 + }, + { + "columnMatch": "AccessTier", + "formatter": 1 + }, + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "id1", + "formatter": 5 + }, + { + "columnMatch": "storageaccount", + "formatter": 13, + "formatOptions": { + "linkTarget": "Resource", + "subTarget": "insights", + "linkIsContextBlade": true, + "showIcon": true + } + } + ], + "sortBy": [ + { + "itemKey": "$gen_link_id_0", + "sortOrder": 1 + } + ], + "labelSettings": [ + { + "columnId": "id", + "label": "Resource ID" + }, + { + "columnId": "StorageAccountName", + "label": "Name" + }, + { + "columnId": "SKUName", + "label": "SKU" + }, + { + "columnId": "SKUTier", + "label": "SKU Tier" + }, + { + "columnId": "SAKind", + "label": "Kind" + }, + { + "columnId": "AccessTier", + "label": "Access Tier" + }, + { + "columnId": "resourceGroup", + "label": "Resource Group" + }, + { + "columnId": "Location", + "label": "Location" + }, + { + "columnId": "subscriptionId", + "label": "Subscription Name" + } + ] + }, + "sortBy": [ + { + "itemKey": "$gen_link_id_0", + "sortOrder": 1 + } + ] + }, + "name": "Get-Storagev1" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "Storage" + }, + "name": "group - StorageAccount" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 1, + "content": { + "json": "## Unattached Managed Disks\r\n\r\nReview Managed Disks that are not attached to any Virtual machine.\r\n\r\n## Last Modified Date\r\nClick on a cell in the specified row to view the last modified date. This may help identify when the disk became idle.\r\n\r\n", + "style": "upsell" + }, + "name": "text - 3" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources \r\n| where type =~ 'microsoft.compute/disks' and managedBy == \"\"\r\n| extend diskState = tostring(properties.diskState)\r\n| where (tags !contains \"kubernetes.io-created-for-pvc\") and tags !contains \"ASR-ReplicaDisk\" and tags !contains \"asrseeddisk\" and tags !contains \"RSVaultBackup\"\r\n| where (managedBy == \"\" and diskState != 'ActiveSAS')\r\nor (diskState == 'Unattached' and diskState != 'ActiveSAS')\r\n| extend DiskId=id, DiskIDfull=id, DiskName=name, SKUName=sku.name, SKUTier=sku.tier, DiskSizeGB=tostring(properties.diskSizeGB), Location=location, TimeCreated=tostring(properties.timeCreated), QuickFix=id, SubId=subscriptionId\r\n| order by DiskId asc \r\n| project DiskId,DiskIDfull, DiskName, DiskSizeGB, SKUName, SKUTier, resourceGroup, QuickFix, Location, TimeCreated, subscriptionId,SubId\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}'])\r\n | extend DiskId = id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct DiskId\r\n )\r\n on DiskId", + "size": 0, + "title": "Unattached disks", + "noDataMessage": "There aren't any unattached disks!", + "noDataMessageStyle": 3, + "exportedParameters": [ + { + "fieldName": "DiskIDfull", + "parameterName": "DiskID" + }, + { + "fieldName": "DiskName", + "parameterName": "DiskName", + "parameterType": 1 + }, + { + "fieldName": "resourceGroup", + "parameterName": "ResourceGroup", + "parameterType": 1 + }, + { + "fieldName": "SubId", + "parameterName": "subscriptionId", + "parameterType": 1 + } + ], + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "table", + "gridSettings": { + "formatters": [ + { + "columnMatch": "DiskIDfull", + "formatter": 5 + }, + { + "columnMatch": "QuickFix", + "formatter": 7, + "formatOptions": { + "linkTarget": "ArmAction", + "linkLabel": "Remove Idle Disk", + "linkIsContextBlade": true, + "templateRunContext": { + "componentIdSource": "column", + "componentId": "DiskId", + "templateUriSource": "static", + "templateUri": "https://raw.githubusercontent.com/sebassem/MS-learn-Workbooks/main/Deploy-Tag.json", + "templateParameters": [ + { + "name": "DiskID", + "source": "static", + "value": "DiskId", + "kind": "stringValue" + } + ], + "titleSource": "static", + "title": "Remove Idle Disk", + "descriptionSource": "static", + "description": "# Description\r\nThis ARM Template will remove the selected disk.\r\n\r\n# Actions:\r\n- Click \"Remove Idle Disk\" to remove the selected item.\r\n- Click View Template to examine the template and parameters used during deployment\r\n\r\n\r\n\r\n", + "runLabelSource": "static", + "runLabel": "Remove Idle Disk" + }, + "armActionContext": { + "path": "/{DiskID}?api-version=2021-04-01", + "headers": [], + "params": [ + { + "key": "DiskID", + "value": "" + } + ], + "httpMethod": "DELETE", + "title": "Remove Idle Disks", + "description": "# Disk Deletion Warning: {DiskName}\r\n\r\n**Attention!**\r\n\r\nThis action will permanently remove the disk with the name **{DiskName}**. Please ensure that this disk is not currently in use and that you are deleting the correct disk.\r\n\r\n**Resource Details:**\r\n\r\n- Disk Name: {DiskName}\r\n- Resource Group: {ResourceGroup}\r\n\r\n### Required RBAC Permissions\r\n\r\nTo perform this action, you need to have **Contributor** permissions on the Resource Group where the disk is located.\r\n\r\nPlease review the information carefully before proceeding with the deletion.\r\n", + "actionName": "Removing Idle Dsk", + "runLabel": "I understand, remove disk {DiskName}" + } + } + }, + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + } + ], + "rowLimit": 1000, + "labelSettings": [ + { + "columnId": "DiskId", + "label": "Resource ID" + }, + { + "columnId": "DiskName", + "label": "Name" + }, + { + "columnId": "DiskSizeGB", + "label": "Disk Size (GB)" + }, + { + "columnId": "SKUName", + "label": "SKU" + }, + { + "columnId": "SKUTier", + "label": "SKU Tier" + }, + { + "columnId": "resourceGroup", + "label": "Resource Group" + }, + { + "columnId": "QuickFix", + "label": "Delete disk?" + }, + { + "columnId": "Location", + "label": "Location" + }, + { + "columnId": "TimeCreated", + "label": "Time Created" + }, + { + "columnId": "subscriptionId", + "label": "Subscription Name" + } + ] + }, + "sortBy": [] + }, + "customWidth": "80", + "name": "Get-Idle-Disk" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"ARMEndpoint/1.0\",\"data\":null,\"headers\":[],\"method\":\"GET\",\"path\":\"/subscriptions/{subscriptionId}/resources?\",\"urlParams\":[{\"key\":\"api-version\",\"value\":\"2021-04-01\"},{\"key\":\"$expand\",\"value\":\"createdTime,changedTime,provisioningState\"},{\"key\":\"$filter\",\"value\":\"name eq '{DiskName}' and resourceGroup eq'{ResourceGroup}'\"}],\"batchDisabled\":false,\"transformers\":[{\"type\":\"jsonpath\",\"settings\":{\"tablePath\":\"$.value\",\"columns\":[{\"path\":\"$..id\",\"columnid\":\"id\"},{\"path\":\"$..createdTime\",\"columnid\":\"createdTime\"},{\"path\":\"$..changedTime\",\"columnid\":\"changedTime\"},{\"path\":\"$.name\",\"columnid\":\"name\"}]}}]}", + "size": 0, + "title": "Disk last modified date", + "showExportToExcel": true, + "queryType": 12, + "gridSettings": { + "formatters": [ + { + "columnMatch": "id", + "formatter": 5 + }, + { + "columnMatch": "createdTime", + "formatter": 5 + }, + { + "columnMatch": "name", + "formatter": 5 + } + ], + "labelSettings": [ + { + "columnId": "id", + "label": "Name" + }, + { + "columnId": "createdTime", + "label": "Created time" + }, + { + "columnId": "changedTime", + "label": "Last change time" + } + ] + } + }, + "customWidth": "20", + "conditionalVisibility": { + "parameterName": "DiskID", + "comparison": "isNotEqualTo", + "value": "" + }, + "name": "IdleDisk date" + } + ] + }, + "name": "Idle Disks Group" + }, + { + "type": 1, + "content": { + "json": "# Premium disks attached to powered off virtual machines\r\nIf the VM associated with these premium disks has been deallocated for an extended period, consider changing the disk SKU to a less expensive option to save on costs. Premium disks are typically used for high-performance workloads, and if the VM is not in use, it might be more economical to downgrade the disk.", + "style": "upsell" + }, + "name": "text - premiumAttachedToPoweredOffVMs" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources\r\n| where type == \"microsoft.compute/virtualmachines\"\r\n| extend vmId = tolower(tostring(id)), vmName = name, vmState = tostring(properties.extended.instanceView.powerState.displayStatus),VMRG=resourceGroup\r\n| where vmState == \"VM stopped\" or vmState == \"VM deallocated\"\r\n| extend storageProfile = parse_json(tostring(properties.storageProfile.osDisk))\r\n| extend managedDiskId = tolower(tostring(storageProfile.managedDisk.id))\r\n| join kind=inner (\r\n resources\r\n | where type == \"microsoft.compute/disks\"\r\n | where sku.name == \"Premium_LRS\" or sku.name == \"Premium_ZRS\"\r\n | extend diskId = tolower(tostring(id)), diskName = name, diskSKU=tostring(sku.name), diskTier=tostring(sku.tier)\r\n) on $left.managedDiskId == $right.diskId\r\n| project vmId, vmName, vmState, diskName,VMRG, diskId, diskSKU,diskTier\r\n", + "size": 0, + "title": "Premium disks attached to powered off VMs", + "noDataMessage": "None of your deallocated VMs have premium disks", + "noDataMessageStyle": 3, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "vmName", + "formatter": 5 + } + ], + "labelSettings": [ + { + "columnId": "vmId", + "label": "VM ID" + }, + { + "columnId": "vmName", + "label": "VM name" + }, + { + "columnId": "vmState", + "label": "VM state" + }, + { + "columnId": "diskName", + "label": "Disk name" + }, + { + "columnId": "VMRG", + "label": "VM RG" + }, + { + "columnId": "diskId", + "label": "Disk ID" + }, + { + "columnId": "diskSKU", + "label": "Disk SKU" + }, + { + "columnId": "diskTier", + "label": "Disk Tier" + } + ] + } + }, + "name": "query-PremiumDiskDeallocatedVM" + }, + { + "type": 1, + "content": { + "json": "## Old Managed Disks snapshots\r\n\r\nReview Managed Disks snapshots that are older than 30 days\r\n", + "style": "upsell" + }, + "name": "text - 4" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources\r\n| where type == 'microsoft.compute/snapshots'\r\n| where resourceGroup in ({ResourceGroup})\r\n| extend TimeCreated = properties.timeCreated\r\n| extend resourceGroup=strcat(\"/subscriptions/\",subscriptionId,\"/resourceGroups/\",resourceGroup)\r\n| where TimeCreated < ago(30d)\r\n| order by id asc \r\n| project id, resourceGroup, location, TimeCreated ,subscriptionId\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}'])\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct id\r\n )\r\n on id", + "size": 0, + "title": "Disk Snapshots with + 30 Days", + "noDataMessage": "No Snapshots with more than 30 days.", + "noDataMessageStyle": 3, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "resourceGroup", + "formatter": 14, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "TimeCreated", + "formatter": 1 + }, + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "id1", + "formatter": 5 + } + ], + "labelSettings": [ + { + "columnId": "id", + "label": "Name" + }, + { + "columnId": "resourceGroup", + "label": "Resource Group" + }, + { + "columnId": "location", + "label": "Location" + }, + { + "columnId": "TimeCreated", + "label": "Time Created" + }, + { + "columnId": "subscriptionId", + "label": "Subscription Name" + } + ] + } + }, + "name": "Get-Old-Snapshots" + }, + { + "type": 1, + "content": { + "json": "## Managed Disks snapshots using Premium storage\r\n\r\nTo save 60% of cost, we recommend storing your snapshots in Standard Storage, regardless of the storage type of the parent disk. It is the default option for Managed Disks snapshots. Migrate your snapshot from Premium to Standard Storage.\r\n", + "style": "upsell" + }, + "name": "text - 5" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources\r\n| where type == 'microsoft.compute/snapshots'\r\n| where resourceGroup in ({ResourceGroup})\r\n| extend StorageSku = tostring(sku.tier), resourceGroup=strcat('/subscriptions/',subscriptionId,'/resourceGroups/',resourceGroup),diskSize=tostring(properties.diskSizeGB)\r\n| where StorageSku == \"Premium\"\r\n| project id,name,StorageSku,diskSize,location,resourceGroup,subscriptionId\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}'])\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct id\r\n )\r\n on id\r\n", + "size": 0, + "title": "Snapshots using premium storage", + "noDataMessage": "No snapshots are using Premium storage", + "noDataMessageStyle": 3, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "resourceGroup", + "formatter": 14, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "id1", + "formatter": 5 + } + ], + "labelSettings": [ + { + "columnId": "id", + "label": "Resource Id" + }, + { + "columnId": "name", + "label": "Name" + }, + { + "columnId": "StorageSku", + "label": "SKU" + }, + { + "columnId": "diskSize", + "label": "Disk Size (GB)" + }, + { + "columnId": "location", + "label": "Location" + }, + { + "columnId": "resourceGroup", + "label": "Resource Group" + }, + { + "columnId": "subscriptionId", + "label": "Subscription Id" + } + ] + } + }, + "name": "query - Snapshots using premium storage" + }, + { + "type": 1, + "content": { + "json": "## Orphaned Managed Disks snapshots\r\n\r\nReview snapshots with deleted source disks.\r\n", + "style": "upsell" + }, + "name": "text - 6" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources\r\n| where type == 'microsoft.compute/snapshots'\r\n| where resourceGroup in ({ResourceGroup})\r\n| extend parentDisk = properties.creationData.sourceResourceId, diskSize=tostring(properties.diskSizeGB),resourceGroup=strcat('/subscriptions/',subscriptionId,'/resourceGroups/',resourceGroup)\r\n| project id,parentDisk,diskSize,location,resourceGroup,subscriptionId\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}'])\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct id\r\n )\r\n on id\r\n", + "size": 0, + "title": "All Managed Disks snapshots", + "noDataMessage": "No snapshots found", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "labelSettings": [ + { + "columnId": "id", + "label": "Resource Id" + }, + { + "columnId": "parentDisk", + "label": "Parent Disk Resource Id" + }, + { + "columnId": "diskSize", + "label": "Disk size (GB)" + }, + { + "columnId": "location", + "label": "Location" + }, + { + "columnId": "resourceGroup", + "label": "Resource Group" + }, + { + "columnId": "subscriptionId", + "label": "Subscription Id" + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "IsVisible", + "comparison": "isEqualTo", + "value": "true" + }, + "name": "query - Retrieve all snapshots" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources\r\n| where type == 'microsoft.compute/disks'\r\n| project id\r\n", + "size": 0, + "title": "All managed disks", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "labelSettings": [ + { + "columnId": "id", + "label": "Resource Id" + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "isVisible", + "comparison": "isEqualTo", + "value": "True" + }, + "name": "query - Retrieve all managed disks" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"d0a11ffb-579b-4259-827d-7ea62e3021fe\",\"mergeType\":\"leftanti\",\"leftTable\":\"query - Retrieve all snapshots\",\"rightTable\":\"query - Retrieve all managed disks\",\"leftColumn\":\"parentDisk\",\"rightColumn\":\"id\"}],\"projectRename\":[{\"originalName\":\"[query - Retrieve all snapshots].id\",\"mergedName\":\"Resource Id\",\"fromId\":\"d0a11ffb-579b-4259-827d-7ea62e3021fe\"},{\"originalName\":\"[query - Retrieve all snapshots].parentDisk\",\"mergedName\":\"Parent Disk Resource Id\",\"fromId\":\"d0a11ffb-579b-4259-827d-7ea62e3021fe\"},{\"originalName\":\"[query - Retrieve all snapshots].diskSize\",\"mergedName\":\"Disk size (GB)\",\"fromId\":\"d0a11ffb-579b-4259-827d-7ea62e3021fe\"},{\"originalName\":\"[query - Retrieve all snapshots].location\",\"mergedName\":\"Location\",\"fromId\":\"d0a11ffb-579b-4259-827d-7ea62e3021fe\"},{\"originalName\":\"[query - Retrieve all snapshots].resourceGroup\",\"mergedName\":\"Resource Group\",\"fromId\":\"d0a11ffb-579b-4259-827d-7ea62e3021fe\"},{\"originalName\":\"[query - Retrieve all snapshots].subscriptionId\",\"mergedName\":\"Subscription Id\",\"fromId\":\"d0a11ffb-579b-4259-827d-7ea62e3021fe\"},{\"originalName\":\"[query - Retrieve all snapshots].id1\",\"mergedName\":\"id1\",\"fromId\":\"d0a11ffb-579b-4259-827d-7ea62e3021fe\"}]}", + "size": 0, + "title": "Snapshots with deleted source disk", + "noDataMessage": "No orphaned snapshots found", + "noDataMessageStyle": 3, + "queryType": 7, + "gridSettings": { + "formatters": [ + { + "columnMatch": "Parent Disk Resource Id", + "formatter": 5 + }, + { + "columnMatch": "Subscription Id", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "id1", + "formatter": 5 + } + ], + "labelSettings": [ + { + "columnId": "Resource Id", + "label": "Resource Id" + }, + { + "columnId": "Parent Disk Resource Id", + "label": "Parent Disk resource Id" + }, + { + "columnId": "Disk size (GB)", + "label": "Disk size (GB)" + }, + { + "columnId": "Location", + "label": "Location" + }, + { + "columnId": "Resource Group", + "label": "Resource Group" + }, + { + "columnId": "Subscription Id", + "label": "Subscription Id" + } + ] + } + }, + "showPin": false, + "name": "query - orphaned snapshots" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "Disks" + }, + "name": "Managed Disks Group" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "advisorresources\r\n| where type =~ 'microsoft.advisor/recommendations'\r\n| where resourceGroup in ({ResourceGroup})\r\n| where properties.category == 'Cost' and properties.lastUpdated >= ago(1d)\r\n| extend AffectedResource=tostring(properties.resourceMetadata.resourceId), Category=tostring(properties.category), SubCategory=tostring(properties.impactedField), Impact=tostring(properties.impact),resourceGroup,subscriptionId,Recommendation=tostring(properties.shortDescription.problem), id, stableId = name, recommendationTypeId = tostring(properties.recommendationTypeId), maxCpuP95 = properties.extendedProperties.MaxCpuP95\r\n| where SubCategory has \"Microsoft.Storage\"\r\n| join kind = leftouter\r\n(advisorresources | where type=~'microsoft.advisor/suppressions'\r\n| extend tokens = split(id, '/')\r\n| extend stableId = iff(array_length(tokens) > 3, tokens[(array_length(tokens)-3)], '')\r\n| extend expirationTimeStamp = todatetime(iff(strcmp(tostring(properties.ttl), '-1') == 0, '9999-12-31', properties.expirationTimeStamp))\r\n| where expirationTimeStamp > now()\r\n| project stableId, expirationTimeStamp)\r\non stableId\r\n| where isempty(expirationTimeStamp)\r\n| project AffectedResource=tostring(properties.resourceMetadata.resourceId), Category=tostring(properties.category), SubCategory=tostring(properties.impactedField), Recommendation=tostring(properties.shortDescription.problem), Impact=tostring(properties.impact),resourceGroup,subscriptionId, id, stableId = name, recommendationTypeId = tostring(properties.recommendationTypeId), maxCpuP95 = properties.extendedProperties.MaxCpuP95\r\n| join kind = leftouter\r\n(advisorresources | where type =~ 'microsoft.advisor/configurations' | where isempty(resourceGroup) == true\r\n| project subscriptionId, excludeRecomm = properties.exclude, lowCpuThreshold = properties.lowCpuThreshold, AffectedResource=tostring(properties.resourceMetadata.resourceId),Impact=properties.impact,resourceGroup,AdditionaInfo=properties.extendedProperties,Recommendation=tostring(properties.shortDescription.problem))\r\non subscriptionId\r\n| extend isActive1 = iff(isnull(excludeRecomm), true, tobool(excludeRecomm) == false)\r\n| extend isActive2 = iff(recommendationTypeId == 'e10b1381-5f0a-47ff-8c7b-37bd13d7c974', iff((isnotempty(lowCpuThreshold) and isnotempty(maxCpuP95)), toint(maxCpuP95) < toint(lowCpuThreshold), iff((isempty(maxCpuP95) or toint(maxCpuP95) < 5), true, false)), true)\r\n| where isActive1 == true and isActive2 == true\r\n| join kind = leftouter\r\n(advisorresources | where type =~ 'microsoft.advisor/configurations' | where isnotempty(resourceGroup) == true\r\n| project subscriptionId, resourceGroup, excludeProperty = properties.exclude)\r\non subscriptionId, resourceGroup\r\n| extend isActive3 = iff(isnull(excludeProperty), true, tobool(excludeProperty) == false)\r\n| where isActive3 == true\r\n| project-away subscriptionId1, subscriptionId2, AffectedResource1, isActive2, isActive3, Impact1, Recommendation1, resourceGroup1, resourceGroup2\r\n| where resourceGroup in ({ResourceGroup})", + "size": 0, + "title": "Azure Advisor Cost recommendations", + "noDataMessage": "You are following all of our cost recommendations for Storage", + "noDataMessageStyle": 3, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "Group", + "formatter": 1 + }, + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "id", + "formatter": 5 + }, + { + "columnMatch": "stableId", + "formatter": 5 + }, + { + "columnMatch": "recommendationTypeId", + "formatter": 5 + }, + { + "columnMatch": "maxCpuP95", + "formatter": 5 + }, + { + "columnMatch": "excludeRecomm", + "formatter": 5 + }, + { + "columnMatch": "lowCpuThreshold", + "formatter": 5 + }, + { + "columnMatch": "AdditionaInfo", + "formatter": 5, + "formatOptions": { + "customColumnWidthSetting": "19ch" + } + }, + { + "columnMatch": "isActive1", + "formatter": 5 + }, + { + "columnMatch": "excludeProperty", + "formatter": 5 + } + ], + "rowLimit": 1000, + "filter": true, + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "Recommendation" + ], + "expandTopLevel": true + }, + "labelSettings": [ + { + "columnId": "AffectedResource", + "label": "Affected Resource" + }, + { + "columnId": "Category", + "label": "Recommendation Category" + }, + { + "columnId": "SubCategory", + "label": "Affected Resource Type" + }, + { + "columnId": "Recommendation", + "label": "Recommendation" + }, + { + "columnId": "Impact", + "label": "Impact" + }, + { + "columnId": "resourceGroup", + "label": "Resource Group" + }, + { + "columnId": "subscriptionId", + "label": "Subscription ID" + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "isVisible", + "comparison": "isEqualTo", + "value": "true" + }, + "name": "Get-AdvisorRecommendations-Storage" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": " resources\r\n | where resourceGroup in ({ResourceGroup})\r\n | where type has \"Microsoft.Storage\"\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend AffectedResource=id,ResourceRG=resourceGroup\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}'])\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct id\r\n | project id", + "size": 0, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ] + }, + "conditionalVisibility": { + "parameterName": "isVisible", + "comparison": "isEqualTo", + "value": "true" + }, + "name": "query - tags - list all storageresources" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"e84cba0d-e501-4f55-a761-9126fb305030\",\"mergeType\":\"innerunique\",\"leftTable\":\"Get-AdvisorRecommendations-Storage\",\"rightTable\":\"query - tags - list all storageresources\",\"leftColumn\":\"AffectedResource\",\"rightColumn\":\"id\"}],\"projectRename\":[{\"originalName\":\"[Get-AdvisorRecommendations-Storage].AffectedResource\",\"mergedName\":\"Affected Resource\",\"fromId\":\"e84cba0d-e501-4f55-a761-9126fb305030\"},{\"originalName\":\"[Get-AdvisorRecommendations-Storage].Category\",\"mergedName\":\"Recommendation Category\",\"fromId\":\"e84cba0d-e501-4f55-a761-9126fb305030\"},{\"originalName\":\"[Get-AdvisorRecommendations-Storage].SubCategory\",\"mergedName\":\"Affected Resource Type\",\"fromId\":\"e84cba0d-e501-4f55-a761-9126fb305030\"},{\"originalName\":\"[Get-AdvisorRecommendations-Storage].Recommendation\",\"mergedName\":\"Recommendation\",\"fromId\":\"e84cba0d-e501-4f55-a761-9126fb305030\"},{\"originalName\":\"[Get-AdvisorRecommendations-Storage].Impact\",\"mergedName\":\"Impact\",\"fromId\":\"e84cba0d-e501-4f55-a761-9126fb305030\"},{\"originalName\":\"[Get-AdvisorRecommendations-Storage].resourceGroup\",\"mergedName\":\"Resource Group\",\"fromId\":\"e84cba0d-e501-4f55-a761-9126fb305030\"},{\"originalName\":\"[Get-AdvisorRecommendations-Storage].subscriptionId\",\"mergedName\":\"Subscription ID\",\"fromId\":\"e84cba0d-e501-4f55-a761-9126fb305030\"},{\"originalName\":\"[query - tags - list all storageresources].id\"},{\"originalName\":\"[Get-AdvisorRecommendations-Storage].excludeProperty\"},{\"originalName\":\"[Get-AdvisorRecommendations-Storage].isActive1\"},{\"originalName\":\"[Get-AdvisorRecommendations-Storage].AdditionaInfo\"},{\"originalName\":\"[Get-AdvisorRecommendations-Storage].lowCpuThreshold\"},{\"originalName\":\"[Get-AdvisorRecommendations-Storage].excludeRecomm\"},{\"originalName\":\"[Get-AdvisorRecommendations-Storage].recommendationTypeId\"},{\"originalName\":\"[Get-AdvisorRecommendations-Storage].maxCpuP95\"},{\"originalName\":\"[Get-AdvisorRecommendations-Storage].stableId\"},{\"originalName\":\"[Get-AdvisorRecommendations-Storage].id\"}]}", + "size": 0, + "title": "Azure Advisor Cost recommendations", + "noDataMessage": "You are following all of our cost recommendations for Storage", + "noDataMessageStyle": 3, + "queryType": 7, + "gridSettings": { + "formatters": [ + { + "columnMatch": "Affected Resource Type", + "formatter": 5 + }, + { + "columnMatch": "Subscription ID", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + } + ], + "rowLimit": 1000, + "filter": true, + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "Recommendation" + ] + } + } + }, + "showPin": false, + "name": "query - Merge - Storage Advisor recommendations" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "advisorStorage" + }, + "name": "AdvisorGroupStorage" + } + ] + }, + "name": "group - 0" + } + ] + }, + "conditionalVisibilities": [ + { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "UsageOptimization" + }, + { + "parameterName": "SelectedRateOptimizationTab", + "comparison": "isEqualTo", + "value": "Storage" + } + ], + "name": "StorageGroup", + "styleSettings": { + "showBorder": true + } + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "template", + "loadFromTemplateId": "", + "items": [ + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "crossComponentResources": [ + "{Subscription}" + ], + "parameters": [ + { + "id": "94bd2bd0-5aa8-4df6-8cf7-603407f4e2d8", + "version": "KqlParameterItem/1.0", + "name": "Subscription", + "type": 6, + "isRequired": true, + "multiSelect": true, + "quote": "'", + "delimiter": ",", + "typeSettings": { + "additionalResourceOptions": [ + "value::all" + ], + "includeAll": false, + "showDefault": false + }, + "timeContext": { + "durationMs": 86400000 + }, + "defaultValue": "value::all", + "label": " Subscription" + }, + { + "id": "faa42c49-ab77-42a1-9aaf-d8508b9408af", + "version": "KqlParameterItem/1.0", + "name": "ResourceGroup", + "label": "Resource Group", + "type": 2, + "isRequired": true, + "multiSelect": true, + "quote": "'", + "delimiter": ",", + "query": "resources\r\n| distinct resourceGroup", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [ + "value::all" + ], + "showDefault": false + }, + "defaultValue": "value::all", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + }, + { + "id": "99a44dfa-30e2-4b2e-80a8-e05d2daab672", + "version": "KqlParameterItem/1.0", + "name": "SingleSubHidden", + "type": 1, + "isRequired": true, + "query": "resourcecontainers\r\n| where type==\"microsoft.resources/subscriptions\"\r\n| take 1\r\n| project subscriptionId", + "crossComponentResources": [ + "{Subscription}" + ], + "isHiddenWhenLocked": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "label": "Hidden Subscription" + }, + { + "id": "a02c21a6-cd5e-4e02-bb87-00993a06d8e8", + "version": "KqlParameterItem/1.0", + "name": "TagName", + "type": 2, + "query": "Resources\r\n| where tags != '' and tags != '[]'\r\n| mvexpand tags\r\n| extend tagName = tostring(bag_keys(tags)[0])\r\n| distinct tagName\r\n| sort by tagName asc", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [] + }, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "value": null, + "label": "Tag Name" + }, + { + "id": "add52b5b-2e8d-45d3-a304-f6d8f4b205f7", + "version": "KqlParameterItem/1.0", + "name": "TagValue", + "type": 2, + "query": "Resources\r\n| mvexpand tags\r\n| extend tagName = tostring(bag_keys(tags)[0])\r\n| extend tagValue = tostring(tags[tagName])\r\n| where tags != '' and tags != '[]' and tostring(bag_keys(tags)[0]) == '{TagName}'\r\n| distinct tagValue\r\n| sort by tagValue asc", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [] + }, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "value": null, + "label": "Tag Value" + } + ], + "style": "pills", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + }, + "customWidth": "75", + "conditionalVisibilities": [ + { + "parameterName": "SelectedTab", + "comparison": "isNotEqualTo", + "value": "CostInformation" + }, + { + "parameterName": "SelectedTab", + "comparison": "isNotEqualTo", + "value": "Welcome" + } + ], + "name": "parameters - Filters" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "crossComponentResources": [ + "{Subscription}" + ], + "parameters": [ + { + "id": "1fc44b9a-2dd3-4b1f-bebd-b89d4ba6dfec", + "version": "KqlParameterItem/1.0", + "name": "Location", + "type": 2, + "query": "Resources\r\n| where type =~ 'Microsoft.Compute/virtualMachines'\r\n| project name, location\r\n| summarize count () by location\r\n| project location", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [ + "value::1" + ] + }, + "timeContext": { + "durationMs": 86400000 + }, + "defaultValue": "value::1", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "label": "Resource Location" + } + ], + "style": "pills", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + }, + "customWidth": "25", + "conditionalVisibility": { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "AHB" + }, + "name": "parameters - location" + }, + { + "type": 11, + "content": { + "version": "LinkItem/1.0", + "style": "tabs", + "links": [ + { + "id": "0211f413-9f36-4750-9ef2-d382ba30ba6c", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "Virtual machines", + "subTarget": "VM", + "preText": "VM", + "style": "link" + }, + { + "id": "8a2fa734-a30e-404e-bf99-927c1891d4b9", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "Virtual machine scale sets", + "subTarget": "VMSS", + "style": "link" + }, + { + "id": "6d563f46-7150-458c-9ee4-0558abe8e29b", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "Advisor recommendations", + "subTarget": "advisorCompute", + "style": "link" + } + ] + }, + "name": "links - Compute" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 1, + "content": { + "json": "# Virtual Machines\r\n## Stopped virtual machines\r\nA virtual machine in a stopped state is still allocated the resources it was assigned, such as CPU and memory, but the VM itself is powered off. This allows for a quick startup when needed, but you are still billed for the allocated resources.", + "style": "upsell" + }, + "name": "text - StoppedVM" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources \r\n| where type =~ 'microsoft.compute/virtualmachines' and tostring(properties.extended.instanceView.powerState.displayStatus) != 'VM deallocated' and tostring(properties.extended.instanceView.powerState.displayStatus) != 'VM running'\r\n| where resourceGroup in ({ResourceGroup})\r\n| extend PowerState=tostring(properties.extended.instanceView.powerState.displayStatus), VMLocation=location, resourceGroup=strcat('/subscriptions/',subscriptionId,'/resourceGroups/',resourceGroup)\r\n| order by id asc\r\n| project id, PowerState, VMLocation, resourceGroup, subscriptionId\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}'])\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct id\r\n )\r\n on id\r\n | project-away id1", + "size": 0, + "title": "Virtual Machines in a Stopped State", + "noDataMessage": "You have no VMs in a stopped state", + "noDataMessageStyle": 3, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + } + ] + } + }, + "name": "Get-StoppedVM" + }, + { + "type": 1, + "content": { + "json": "## Deallocated virtual machines\r\nA virtual machine in a deallocated state is not only powered off, but the underlying host infrastructure is also released, resulting in no charges for the allocated resources while the VM is in this state. However, some Azure resources such as disks and networking continue to incur charges.", + "style": "upsell" + }, + "name": "text - DeallocatedVM" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources \r\n| where type =~ 'microsoft.compute/virtualmachines' and tostring(properties.extended.instanceView.powerState.displayStatus) == 'VM deallocated'\r\n| where resourceGroup in ({ResourceGroup})\r\n| extend PowerState=tostring(properties.extended.instanceView.powerState.displayStatus), VMLocation=location, resourceGroup=strcat('/subscriptions/',subscriptionId,'/resourceGroups/',resourceGroup)\r\n| order by id asc\r\n| project id, PowerState, VMLocation, resourceGroup, subscriptionId\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}'])\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct id\r\n )\r\n on id\r\n | project-away id1", + "size": 0, + "title": "Virtual Machines in a deallocated State", + "noDataMessage": "You have no VMs in a deallocated state", + "noDataMessageStyle": 3, + "showRefreshButton": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + } + ], + "filter": true + } + }, + "name": "query - vmDeallocatedState" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 1, + "content": { + "json": "### Explore Different Processor Architectures to Optimize Costs\r\n\r\nDifferent processor architectures may offer cost advantages depending on your workload requirements. By exploring various processor types, you may find opportunities to reduce compute costs.\r\n\r\nConsider evaluating different architectures to determine the best fit for your needs.\r\n", + "style": "info" + }, + "name": "Text Processor type" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources\r\n| where type == 'microsoft.compute/virtualmachines'\r\n| extend vmSize = properties.hardwareProfile.vmSize\r\n| extend processorType = case(\r\n // ARM Processors\r\n vmSize has \"Epsv5\" or vmSize has \"Epdsv5\" or vmSize has \"Dpsv5\" or vmSize has \"Dpdsv\", \"ARM\",\r\n // AMD Processors\r\n vmSize has \"Standard_D2a\" or vmSize has \"Standard_D4a\" or vmSize has \"Standard_D8a\" or vmSize has \"Standard_D16a\" or vmSize has \"Standard_D32a\" or vmSize has \"Standard_D48a\" or vmSize has \"Standard_D64a\" or vmSize has \"Standard_D96a\" or vmSize has \"Standard_D2as\" or vmSize has \"Standard_D4as\" or vmSize has \"Standard_D8as\" or vmSize has \"Standard_D16as\" or vmSize has \"Standard_D32as\" or vmSize has \"Standard_D48as\" or vmSize has \"Standard_D64as\" or vmSize has \"Standard_D96as\", \"AMD\",\r\n \"Intel\"\r\n)\r\n| summarize count() by processorType\r\n", + "size": 0, + "title": "ProcessorType per VM", + "noDataMessage": "There are no VMs in your environment.", + "noDataMessageStyle": 5, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "piechart", + "tileSettings": { + "showBorder": false + } + }, + "customWidth": "50", + "name": "ProcessorType per VM" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources\r\n| where type == 'microsoft.compute/virtualmachines'\r\n| extend vmSize = properties.hardwareProfile.vmSize\r\n| extend processorType = case(\r\n // ARM Processors\r\n vmSize has \"Epsv5\" or vmSize has \"Epdsv5\" or vmSize has \"Dpsv5\" or vmSize has \"Dpdsv\", \"ARM\",\r\n // AMD Processors\r\n vmSize has \"Standard_D2a\" or vmSize has \"Standard_D4a\" or vmSize has \"Standard_D8a\" or vmSize has \"Standard_D16a\" or vmSize has \"Standard_D32a\" or vmSize has \"Standard_D48a\" or vmSize has \"Standard_D64a\" or vmSize has \"Standard_D96a\" or vmSize has \"Standard_D2as\" or vmSize has \"Standard_D4as\" or vmSize has \"Standard_D8as\" or vmSize has \"Standard_D16as\" or vmSize has \"Standard_D32as\" or vmSize has \"Standard_D48as\" or vmSize has \"Standard_D64as\" or vmSize has \"Standard_D96as\" or vmSize has \"Standard_D2ads\" or vmSize has \"Standard_D4ads\"or vmSize has \"Standard_D8ads\" or vmSize has \"Standard_D16ads\" or vmSize has \"Standard_D32ads\"or vmSize has \"Standard_D48ads\"or vmSize has \"Standard_D64ads\"or vmSize has \"Standard_D96ads\", \"AMD\",\r\n \"Intel\"\r\n)\r\n| project vmName = name, processorType, vmSize, resourceGroup\r\n", + "size": 0, + "title": "List of VMs per processor type", + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ] + }, + "customWidth": "50", + "name": "query - 1" + } + ] + }, + "name": "Group VM per Processor Type" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "VM" + }, + "name": "group - VMs" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "advisorresources\r\n| where type =~ 'microsoft.advisor/recommendations'\r\n| where resourceGroup in ({ResourceGroup})\r\n| where properties.category == 'Cost' and properties.lastUpdated >= ago(1d)\r\n| extend AffectedResource=tostring(properties.resourceMetadata.resourceId), Category=tostring(properties.category), SubCategory=tostring(properties.impactedField), Impact=tostring(properties.impact),subscriptionId,Recommendation=tostring(properties.shortDescription.problem), id, stableId = name, recommendationTypeId = tostring(properties.recommendationTypeId), maxCpuP95 = properties.extendedProperties.MaxCpuP95,resourceGroup=strcat('/subscriptions/',subscriptionId,'/resourceGroups/',resourceGroup)\r\n| join kind = leftouter\r\n(advisorresources | where type=~'microsoft.advisor/suppressions'\r\n| extend tokens = split(id, '/')\r\n| extend stableId = iff(array_length(tokens) > 3, tokens[(array_length(tokens)-3)], '')\r\n| extend expirationTimeStamp = todatetime(iff(strcmp(tostring(properties.ttl), '-1') == 0, '9999-12-31', properties.expirationTimeStamp))\r\n| where expirationTimeStamp > now()\r\n| project stableId, expirationTimeStamp)\r\non stableId\r\n| where isempty(expirationTimeStamp)\r\n| project AffectedResource=tostring(properties.resourceMetadata.resourceId), Category=tostring(properties.category), SubCategory=tostring(properties.impactedField), Recommendation=tostring(properties.shortDescription.problem), Impact=tostring(properties.impact),resourceGroup,subscriptionId, id, stableId = name, recommendationTypeId = tostring(properties.recommendationTypeId), maxCpuP95 = properties.extendedProperties.MaxCpuP95\r\n| join kind = leftouter\r\n(advisorresources | where type =~ 'microsoft.advisor/configurations' | where isempty(resourceGroup) == true\r\n| project subscriptionId, excludeRecomm = properties.exclude, lowCpuThreshold = properties.lowCpuThreshold, AffectedResource=tostring(properties.resourceMetadata.resourceId),Impact=tostring(properties.impact),resourceGroup,AdditionaInfo=properties.extendedProperties,Recommendation=tostring(properties.shortDescription.problem))\r\non subscriptionId\r\n| extend isActive1 = iff(isnull(excludeRecomm), true, tobool(excludeRecomm) == false)\r\n| extend isActive2 = iff(recommendationTypeId == 'e10b1381-5f0a-47ff-8c7b-37bd13d7c974', iff((isnotempty(lowCpuThreshold) and isnotempty(maxCpuP95)), toint(maxCpuP95) < toint(lowCpuThreshold), iff((isempty(maxCpuP95) or toint(maxCpuP95) < 5), true, false)), true)\r\n| where isActive1 == true and isActive2 == true\r\n| join kind = leftouter\r\n(advisorresources | where type =~ 'microsoft.advisor/configurations' | where isnotempty(resourceGroup) == true\r\n| project subscriptionId, resourceGroup, excludeProperty = properties.exclude)\r\non subscriptionId, resourceGroup\r\n| extend isActive3 = iff(isnull(excludeProperty), true, tobool(excludeProperty) == false)\r\n| where isActive3 == true\r\n| where Category == 'Cost' \r\n| where SubCategory has \"Microsoft.Compute\" or SubCategory has \"Container\" or SubCategory has \"Web\"\r\n| where SubCategory !has \"Microsoft.Compute/disks\"\r\n| project-away subscriptionId1, subscriptionId2, AffectedResource1, isActive2, isActive3, Impact1, Recommendation1, resourceGroup1, resourceGroup2", + "size": 0, + "title": "Azure Advisor Cost recommendations", + "noDataMessage": "You are following all of our cost recommendations for Compute", + "noDataMessageStyle": 3, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "Group", + "formatter": 1 + }, + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "id", + "formatter": 5 + }, + { + "columnMatch": "stableId", + "formatter": 5 + }, + { + "columnMatch": "recommendationTypeId", + "formatter": 5 + }, + { + "columnMatch": "maxCpuP95", + "formatter": 5 + }, + { + "columnMatch": "excludeRecomm", + "formatter": 5 + }, + { + "columnMatch": "lowCpuThreshold", + "formatter": 5 + }, + { + "columnMatch": "AdditionaInfo", + "formatter": 5, + "formatOptions": { + "customColumnWidthSetting": "19ch" + } + }, + { + "columnMatch": "isActive1", + "formatter": 5 + }, + { + "columnMatch": "excludeProperty", + "formatter": 5 + } + ], + "rowLimit": 1000, + "filter": true, + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "Recommendation" + ], + "expandTopLevel": true + }, + "labelSettings": [ + { + "columnId": "AffectedResource", + "label": "Affected Resource" + }, + { + "columnId": "Category", + "label": "Recommendation Category" + }, + { + "columnId": "SubCategory", + "label": "Affected Resource Type" + }, + { + "columnId": "Recommendation", + "label": "Recommendation" + }, + { + "columnId": "Impact", + "label": "Impact" + }, + { + "columnId": "resourceGroup", + "label": "Resource Group" + }, + { + "columnId": "subscriptionId", + "label": "Subscription ID" + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "IsVisible", + "comparison": "isEqualTo", + "value": "true" + }, + "name": "Get-AdvisorRecommendations-Compute" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": " resources\r\n | where resourceGroup in ({ResourceGroup})\r\n | where (type has \"Microsoft.Compute\" or type has \"Microsoft.ContainerService\" or type has \"serverfarms\") and type !has \"Disks\"\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend AffectedResource=id,ResourceRG=resourceGroup\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}'])\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct id\r\n | project id", + "size": 0, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ] + }, + "conditionalVisibility": { + "parameterName": "isVisible", + "comparison": "isEqualTo", + "value": "true" + }, + "name": "query - tags - list all compute resources" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"d446799d-b1af-4bca-9d72-84ba2d870039\",\"mergeType\":\"innerunique\",\"leftTable\":\"Get-AdvisorRecommendations-Compute\",\"rightTable\":\"query - tags - list all compute resources\",\"leftColumn\":\"AffectedResource\",\"rightColumn\":\"id\"}],\"projectRename\":[{\"originalName\":\"[Get-AdvisorRecommendations-Compute].AffectedResource\",\"mergedName\":\"Affected Resource\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d870039\"},{\"originalName\":\"[Get-AdvisorRecommendations-Compute].Category\",\"mergedName\":\"Recommendation Category\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d870039\"},{\"originalName\":\"[Get-AdvisorRecommendations-Compute].SubCategory\",\"mergedName\":\"Affected Resource Type\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d870039\"},{\"originalName\":\"[Get-AdvisorRecommendations-Compute].Recommendation\",\"mergedName\":\"Recommendation\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d870039\"},{\"originalName\":\"[Get-AdvisorRecommendations-Compute].Impact\",\"mergedName\":\"Impact\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d870039\"},{\"originalName\":\"[Get-AdvisorRecommendations-Compute].resourceGroup\",\"mergedName\":\"Resource Group\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d870039\"},{\"originalName\":\"[Get-AdvisorRecommendations-Compute].subscriptionId\",\"mergedName\":\"Subscription ID\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d870039\"},{\"originalName\":\"[Get-AdvisorRecommendations-Compute].id\",\"mergedName\":\"id\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d870039\"},{\"originalName\":\"[Get-AdvisorRecommendations-Compute].stableId\",\"mergedName\":\"stableId\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d870039\"},{\"originalName\":\"[Get-AdvisorRecommendations-Compute].recommendationTypeId\",\"mergedName\":\"recommendationTypeId\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d870039\"},{\"originalName\":\"[Get-AdvisorRecommendations-Compute].maxCpuP95\",\"mergedName\":\"maxCpuP95\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d870039\"},{\"originalName\":\"[Get-AdvisorRecommendations-Compute].excludeRecomm\",\"mergedName\":\"excludeRecomm\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d870039\"},{\"originalName\":\"[Get-AdvisorRecommendations-Compute].lowCpuThreshold\",\"mergedName\":\"lowCpuThreshold\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d870039\"},{\"originalName\":\"[Get-AdvisorRecommendations-Compute].AdditionaInfo\",\"mergedName\":\"AdditionaInfo\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d870039\"},{\"originalName\":\"[Get-AdvisorRecommendations-Compute].isActive1\",\"mergedName\":\"isActive1\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d870039\"},{\"originalName\":\"[Get-AdvisorRecommendations-Compute].excludeProperty\",\"mergedName\":\"excludeProperty\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d870039\"},{\"originalName\":\"[query - tags - list all compute resources].id\",\"mergedName\":\"id1\",\"fromId\":\"d446799d-b1af-4bca-9d72-84ba2d870039\"},{\"originalName\":\"[Get-AdvisorRecommendations-Compute].location\",\"mergedName\":\"location\",\"fromId\":\"unknown\"}]}", + "size": 0, + "title": "Azure Advisor Cost recommendations", + "noDataMessage": "You are following all of our cost recommendations for Compute", + "noDataMessageStyle": 3, + "queryType": 7, + "gridSettings": { + "formatters": [ + { + "columnMatch": "Group", + "formatter": 1 + }, + { + "columnMatch": "Affected Resource Type", + "formatter": 5 + }, + { + "columnMatch": "Resource Group", + "formatter": 14, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "Subscription ID", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "id", + "formatter": 5 + }, + { + "columnMatch": "stableId", + "formatter": 5 + }, + { + "columnMatch": "recommendationTypeId", + "formatter": 5 + }, + { + "columnMatch": "maxCpuP95", + "formatter": 5 + }, + { + "columnMatch": "excludeRecomm", + "formatter": 5 + }, + { + "columnMatch": "lowCpuThreshold", + "formatter": 5 + }, + { + "columnMatch": "AdditionaInfo", + "formatter": 5 + }, + { + "columnMatch": "isActive1", + "formatter": 5 + }, + { + "columnMatch": "excludeProperty", + "formatter": 5 + }, + { + "columnMatch": "id1", + "formatter": 5 + } + ], + "rowLimit": 1000, + "filter": true, + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "Recommendation" + ] + } + } + }, + "showPin": false, + "name": "query - Merge - Compute Advisor recommendations" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "advisorCompute" + }, + "name": "AdvisorGroup" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 1, + "content": { + "json": "# Virtual Machine Scale Sets\r\n## Save with Azure Spot VMs on Virtual Machine Scale Sets\r\nUsing Azure Spot Virtual Machines on scale sets allows you to take advantage of our unused capacity at a significant cost savings. At any point in time when Azure needs the capacity back, the Azure infrastructure will evict Azure Spot Virtual Machine instances. Therefore, Azure Spot Virtual Machine instances are great for workloads that can handle interruptions like batch processing jobs, dev/test environments, large compute workloads, and more.\r\n\r\n## Spot Priority Mix\r\nAzure allows you to have the flexibility of running a mix of uninterruptible standard VMs and interruptible Spot VMs for Virtual Machine Scale Set deployments. You're able to deploy this Spot Priority Mix using Flexible orchestration to easily balance between high-capacity availability and lower infrastructure costs according to your workload requirements\r\n", + "style": "upsell" + }, + "name": "text - 8" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources \r\n| where type =~ 'microsoft.compute/virtualmachinescalesets'\r\n| where resourceGroup in ({ResourceGroup})\r\n| extend SpotVMs=tostring(properties.virtualMachineProfile.priority), SpotPriorityMix=tostring(properties.priorityMixPolicy), SKU=tostring(sku.name), resourceGroup=strcat('/subscriptions/',subscriptionId,'/resourceGroups/',resourceGroup)\r\n| project id, SKU, SpotVMs,SpotPriorityMix,subscriptionId,resourceGroup, location\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}'])\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct id\r\n )\r\n on id", + "size": 0, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "SpotVMs", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "Spot", + "representation": "success", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "warning", + "text": "Not using Spot VMs" + } + ] + } + }, + { + "columnMatch": "SpotPriorityMix", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "is Empty", + "representation": "2", + "text": "Not using Spot Priority Mix" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "success", + "text": "{0}{1}" + } + ] + } + }, + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "resourceGroup", + "formatter": 14, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "id1", + "formatter": 5 + } + ], + "labelSettings": [ + { + "columnId": "id", + "label": "ID" + }, + { + "columnId": "SKU", + "label": "SKU" + }, + { + "columnId": "SpotVMs", + "label": "Spot VMs" + }, + { + "columnId": "SpotPriorityMix", + "label": "Spot Priority Mix" + }, + { + "columnId": "subscriptionId", + "label": "Subscription Name" + }, + { + "columnId": "resourceGroup", + "label": "Resource Group" + }, + { + "columnId": "location", + "label": "Location" + } + ] + } + }, + "name": "query - 9" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "VMSS" + }, + "name": "group - VMSS" + } + ] + }, + "name": "Compute - Subscription" + } + ] + }, + "conditionalVisibilities": [ + { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "UsageOptimization" + }, + { + "parameterName": "SelectedRateOptimizationTab", + "comparison": "isEqualTo", + "value": "Compute" + } + ], + "name": "ComputeGroup", + "styleSettings": { + "showBorder": true + } + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "UsageOptimization" + }, + "name": "group - usage optimization" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 1, + "content": { + "json": "## Commitment-based savings\r\nTo maximize your Azure savings, consider savings plans for flexible usage and reserved instances for persistent needs. Azure Savings plans offer reduced rates with a fixed hourly spend and reserved instances allow pre-purchasing VM base price. Both options provide discounts and adapt to your usage patterns, helping you manage costs effectively. Below is an estimate of how much you can potentially save with 1-Year commitment for each option based on your usage pattern for the last 30 days.​", + "style": "upsell" + }, + "customWidth": "50", + "name": "text - P1YTotalSavings" + }, + { + "type": 1, + "content": { + "json": "## Commitment-based savings\r\nTo maximize your Azure savings, consider savings plans for flexible usage and reserved instances for persistent needs. Savings plans offer reduced rates with a fixed hourly spend, while reserved instances allow pre-purchasing VM base price. Both options provide discounts and adapt to your usage patterns, helping you manage costs effectively. Below is an estimate of how much you can save with 3-Year commitment for each option based on your usage pattern for the last 30 days.​", + "style": "upsell" + }, + "customWidth": "50", + "name": "text - P3YTotalSavings - Copy" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "AdvisorResources \r\n| where type == 'microsoft.advisor/recommendations' \r\n| where properties.category == 'Cost' and (properties.shortDescription.solution contains \"Reserved Instance\" or properties.shortDescription.solution contains \"savings plan\")\r\n| extend\r\nrecommendationTypeId = tostring(properties.recommendationTypeId),\r\nreservedResourceType=tostring(properties.extendedProperties.reservedResourceType),\r\nlookbackPeriod=tostring(strcat(\"Last \",properties.extendedProperties.lookbackPeriod,\" days\")),\r\nterm=tostring(properties.extendedProperties.term),\r\nstableId = name,\r\nsubscriptionId = tostring(properties.extendedProperties.subId)\r\n| where term == \"P1Y\" and lookbackPeriod == \"Last 30 days\"\r\n| extend subscriptionId,stableId\r\n| join kind = leftouter\r\n(advisorresources | where type=~'microsoft.advisor/suppressions'\r\n| extend tokens = split(id, '/')\r\n| extend stableId = iff(array_length(tokens) > 3, tokens[(array_length(tokens)-3)], '')\r\n| extend expirationTimeStamp = todatetime(iff(strcmp(tostring(properties.ttl), '-1') == 0, '9999-12-31', properties.expirationTimeStamp))\r\n| where expirationTimeStamp > now()\r\n| project stableId, expirationTimeStamp)\r\non stableId\r\n| where isempty(expirationTimeStamp)\r\n| extend subscriptionId,stableId\r\n| join kind = leftouter\r\n(advisorresources \r\n| where type =~ 'microsoft.advisor/configurations'\r\n| where isempty(resourceGroup) == true\r\n| extend\r\nmaxCpuP95 = properties.extendedProperties.MaxCpuP95,\r\nlowCpuThreshold = properties.lowCpuThreshold,\r\nexcludeRecomm = properties.exclude,\r\nreservedResourceType=tostring(properties.extendedProperties.reservedResourceType),\r\nlookbackPeriod=tostring(strcat(\"Last \",properties.extendedProperties.lookbackPeriod,\" days\")),\r\nscope=tostring(properties.extendedProperties.scope),\r\nterm=tostring(properties.extendedProperties.term),\r\nsavings=todouble(properties.extendedProperties.annualSavingsAmount),\r\nsavingsAmount = todouble(properties.extendedProperties.savingsAmount),\r\nRecommendation=tostring(properties.shortDescription.solution), \r\ncurrency = tostring(properties.extendedProperties.savingsCurrency),\r\ndisplayQty = tostring(properties.extendedProperties.displayQty),\r\ndisplaySKU = tostring(properties.extendedProperties.displaySKU),\r\nregion = tostring(properties.extendedProperties.region),\r\nstableId = name,\r\nsubscriptionId = tostring(properties.extendedProperties.subId))\r\non subscriptionId\r\n| extend isActive1 = iff(isnull(excludeRecomm), true, tobool(excludeRecomm) == false)\r\n| extend isActive2 = iff(recommendationTypeId == 'e10b1381-5f0a-47ff-8c7b-37bd13d7c974', iff((isnotempty(lowCpuThreshold) and isnotempty(maxCpuP95)), toint(maxCpuP95) < toint(lowCpuThreshold), iff((isempty(maxCpuP95) or toint(maxCpuP95) < 5), true, false)), true)\r\n| where isActive1 == true and isActive2 == true\r\n| join kind = leftouter\r\n(advisorresources | where type =~ 'microsoft.advisor/configurations' | where isnotempty(resourceGroup) == true\r\n| project subscriptionId, resourceGroup, excludeProperty = properties.exclude)\r\non subscriptionId, resourceGroup\r\n| extend isActive3 = iff(isnull(excludeProperty), true, tobool(excludeProperty) == false)\r\n| where isActive3 == true\r\n| extend reservedResourceType=tostring(properties.extendedProperties.reservedResourceType),\r\nlookbackPeriod=tostring(strcat(\"Last \",properties.extendedProperties.lookbackPeriod,\" days\")),\r\nscope=tostring(properties.extendedProperties.scope),\r\nterm=tostring(properties.extendedProperties.term),\r\nsavings=todouble(properties.extendedProperties.annualSavingsAmount),\r\nsavingsAmount = todouble(properties.extendedProperties.savingsAmount),\r\nRecommendation=tostring(properties.shortDescription.solution), \r\ncurrency = tostring(properties.extendedProperties.savingsCurrency),\r\ndisplayQty = tostring(properties.extendedProperties.displayQty),\r\ndisplaySKU = tostring(properties.extendedProperties.displaySKU),\r\nregion = tostring(properties.extendedProperties.region),\r\nresources=tostring(properties.resourceMetadata.resourceId), \r\nsubscription = tostring(properties.extendedProperties.subId),\r\ntypeOfRecommendation = iif(properties.shortDescription.solution contains \"Reserved Instance\", \"Reservations\", \"Savings plan\")\r\n| where term == \"P1Y\" and lookbackPeriod == \"Last 30 days\"\r\n| summarize bin (sum(savings), 0.01) by typeOfRecommendation,currency\r\n| order by sum_savings desc\r\n", + "size": 0, + "title": "1 year total commitment-based savings", + "noDataMessage": "There are no commitment-based recommendations", + "noDataMessageStyle": 3, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "value::all" + ], + "visualization": "piechart", + "chartSettings": { + "seriesLabelSettings": [ + { + "seriesName": "Reservations", + "label": "Azure Reservations" + }, + { + "seriesName": "Savings plan", + "label": "Azure Savings Plan for Compute" + } + ] + } + }, + "customWidth": "50", + "name": "query - CommitmentBasedSavingsP1Y" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "AdvisorResources \r\n| where type == 'microsoft.advisor/recommendations' \r\n| where properties.category == 'Cost' and (properties.shortDescription.solution contains \"Reserved Instance\" or properties.shortDescription.solution contains \"savings plan\")\r\n| extend\r\nrecommendationTypeId = tostring(properties.recommendationTypeId),\r\nreservedResourceType=tostring(properties.extendedProperties.reservedResourceType),\r\nlookbackPeriod=tostring(strcat(\"Last \",properties.extendedProperties.lookbackPeriod,\" days\")),\r\nterm=tostring(properties.extendedProperties.term),\r\nstableId = name,\r\nsubscriptionId = tostring(properties.extendedProperties.subId)\r\n| where term == \"P3Y\" and lookbackPeriod == \"Last 30 days\"\r\n| extend subscriptionId,stableId\r\n| join kind = leftouter\r\n(advisorresources | where type=~'microsoft.advisor/suppressions'\r\n| extend tokens = split(id, '/')\r\n| extend stableId = iff(array_length(tokens) > 3, tokens[(array_length(tokens)-3)], '')\r\n| extend expirationTimeStamp = todatetime(iff(strcmp(tostring(properties.ttl), '-1') == 0, '9999-12-31', properties.expirationTimeStamp))\r\n| where expirationTimeStamp > now()\r\n| project stableId, expirationTimeStamp)\r\non stableId\r\n| where isempty(expirationTimeStamp)\r\n| extend subscriptionId,stableId\r\n| join kind = leftouter\r\n(advisorresources \r\n| where type =~ 'microsoft.advisor/configurations'\r\n| where isempty(resourceGroup) == true\r\n| extend\r\nmaxCpuP95 = properties.extendedProperties.MaxCpuP95,\r\nlowCpuThreshold = properties.lowCpuThreshold,\r\nexcludeRecomm = properties.exclude,\r\nreservedResourceType=tostring(properties.extendedProperties.reservedResourceType),\r\nlookbackPeriod=tostring(strcat(\"Last \",properties.extendedProperties.lookbackPeriod,\" days\")),\r\nscope=tostring(properties.extendedProperties.scope),\r\nterm=tostring(properties.extendedProperties.term),\r\nsavings=todouble(properties.extendedProperties.annualSavingsAmount),\r\nsavingsAmount = todouble(properties.extendedProperties.savingsAmount),\r\nRecommendation=tostring(properties.shortDescription.solution), \r\ncurrency = tostring(properties.extendedProperties.savingsCurrency),\r\ndisplayQty = tostring(properties.extendedProperties.displayQty),\r\ndisplaySKU = tostring(properties.extendedProperties.displaySKU),\r\nregion = tostring(properties.extendedProperties.region),\r\nstableId = name,\r\nsubscriptionId = tostring(properties.extendedProperties.subId))\r\non subscriptionId\r\n| extend isActive1 = iff(isnull(excludeRecomm), true, tobool(excludeRecomm) == false)\r\n| extend isActive2 = iff(recommendationTypeId == 'e10b1381-5f0a-47ff-8c7b-37bd13d7c974', iff((isnotempty(lowCpuThreshold) and isnotempty(maxCpuP95)), toint(maxCpuP95) < toint(lowCpuThreshold), iff((isempty(maxCpuP95) or toint(maxCpuP95) < 5), true, false)), true)\r\n| where isActive1 == true and isActive2 == true\r\n| join kind = leftouter\r\n(advisorresources | where type =~ 'microsoft.advisor/configurations' | where isnotempty(resourceGroup) == true\r\n| project subscriptionId, resourceGroup, excludeProperty = properties.exclude)\r\non subscriptionId, resourceGroup\r\n| extend isActive3 = iff(isnull(excludeProperty), true, tobool(excludeProperty) == false)\r\n| where isActive3 == true\r\n| extend reservedResourceType=tostring(properties.extendedProperties.reservedResourceType),\r\nlookbackPeriod=tostring(strcat(\"Last \",properties.extendedProperties.lookbackPeriod,\" days\")),\r\nscope=tostring(properties.extendedProperties.scope),\r\nterm=tostring(properties.extendedProperties.term),\r\nsavings=todouble(properties.extendedProperties.annualSavingsAmount),\r\nsavingsAmount = todouble(properties.extendedProperties.savingsAmount),\r\nRecommendation=tostring(properties.shortDescription.solution), \r\ncurrency = tostring(properties.extendedProperties.savingsCurrency),\r\ndisplayQty = tostring(properties.extendedProperties.displayQty),\r\ndisplaySKU = tostring(properties.extendedProperties.displaySKU),\r\nregion = tostring(properties.extendedProperties.region),\r\nresources=tostring(properties.resourceMetadata.resourceId), \r\nsubscription = tostring(properties.extendedProperties.subId),\r\ntypeOfRecommendation = iif(properties.shortDescription.solution contains \"Reserved Instance\", \"Reservations\", \"Savings plan\")\r\n| where term == \"P3Y\" and lookbackPeriod == \"Last 30 days\"\r\n| summarize bin (sum(savings), 0.01) by typeOfRecommendation,currency\r\n| order by sum_savings desc\r\n", + "size": 0, + "title": "3 years total commitment-based savings", + "noDataMessage": "There are no commitment-based recommendations", + "noDataMessageStyle": 3, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "value::all" + ], + "visualization": "piechart", + "chartSettings": { + "seriesLabelSettings": [ + { + "seriesName": "Reservations", + "label": "Azure Reservations" + }, + { + "seriesName": "Savings plan", + "label": "Azure Savings Plan for Compute" + } + ] + } + }, + "customWidth": "50", + "name": "query - CommitmentBasedSavingsP3Y" + }, + { + "type": 11, + "content": { + "version": "LinkItem/1.0", + "style": "tabs", + "links": [ + { + "id": "792df0b2-35da-403d-999d-ff81ea8d4f56", + "cellValue": "selectedRateOptimizationTab", + "linkTarget": "parameter", + "linkLabel": "Azure Hybrid Benefit", + "subTarget": "AHB", + "style": "link" + }, + { + "id": "56eb4166-cb7c-4384-94a9-c5f201e1316d", + "cellValue": "selectedRateOptimizationTab", + "linkTarget": "parameter", + "linkLabel": "Azure Reservations", + "subTarget": "Reservations", + "style": "link" + }, + { + "id": "799d4fc7-5790-467c-84cc-ce4b4cc34a3f", + "cellValue": "selectedRateOptimizationTab", + "linkTarget": "parameter", + "linkLabel": "Azure savings plan for compute", + "subTarget": "SavingsPlan", + "style": "link" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "RateOptimization" + }, + "name": "links - rate optimization tabs" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "template", + "loadFromTemplateId": "", + "items": [ + { + "type": 1, + "content": { + "json": "**Reserved instances** can provide a significant discount over on-demand prices. With reserved instances, you can pre-purchase the base costs for your virtual machines. \r\n
Discounts will automatically apply to new or existing VMs that have the same size and region as your reserved instance.
We analyzed your usage over selected Term, look-back period and recommend money-saving reserved instances​.\r\n
This query will only provide you recommendations for single scope reserved instances. *To learn more about Reserved Instances, go to this [link.](https://learn.microsoft.com/azure/cost-management-billing/manage/understand-vm-reservation-charges)*", + "style": "info" + }, + "name": "text - advisorReservationdDisclaimer" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "parameters": [ + { + "id": "a1960768-9da4-455d-b6f6-6d43098cff76", + "version": "KqlParameterItem/1.0", + "name": "Subscription", + "type": 6, + "isRequired": true, + "multiSelect": true, + "quote": "'", + "delimiter": ",", + "typeSettings": { + "additionalResourceOptions": [ + "value::all" + ], + "includeAll": false, + "showDefault": false + }, + "timeContext": { + "durationMs": 86400000 + }, + "defaultValue": "value::all", + "label": " Subscription", + "value": [ + "value::all" + ] + } + ], + "style": "pills", + "queryType": 0, + "resourceType": "microsoft.resourcegraph/resources" + }, + "customWidth": "75", + "name": "parameters - Filters" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "crossComponentResources": [ + "{Subscription}" + ], + "parameters": [ + { + "id": "2b8ca845-75ba-4f4b-acad-54ee50d66d54", + "version": "KqlParameterItem/1.0", + "name": "LookBackPeriod", + "label": "Look back period", + "type": 2, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "jsonData": "[[\r\n {\"value\": \"Last 7 days\"},\r\n {\"value\": \"Last 30 days\"},\r\n {\"value\": \"Last 60 days\"}\r\n]", + "timeContext": { + "durationMs": 86400000 + }, + "value": "Last 60 days" + }, + { + "id": "953c9e4c-af03-4fb7-bf30-3f1bfdf09199", + "version": "KqlParameterItem/1.0", + "name": "term", + "label": "Term", + "type": 2, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [] + }, + "jsonData": "[[\r\n {\r\n \"value\": \"P1Y\",\r\n \"Selected\": \"true\"\r\n },\r\n {\r\n \"value\": \"P3Y\"\r\n }\r\n]", + "timeContext": { + "durationMs": 86400000 + }, + "value": "P3Y" + }, + { + "id": "c46193fe-f1b2-49d1-a9bc-c9f5149f0194", + "version": "KqlParameterItem/1.0", + "name": "resourceType", + "label": "Resource type", + "type": 2, + "isRequired": true, + "multiSelect": true, + "quote": "'", + "delimiter": ",", + "query": "AdvisorResources \r\n| where type == 'microsoft.advisor/recommendations' \r\n| where properties.category == 'Cost' and properties.shortDescription.solution contains \"Reserved Instance\"\r\n| extend reservedResourceType=tostring(properties.extendedProperties.reservedResourceType)\r\n| distinct reservedResourceType", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [ + "value::all" + ], + "showDefault": false + }, + "defaultValue": "value::all", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "value": [ + "value::all" + ] + } + ], + "style": "pills", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + }, + "name": "parameters - reservationsParams" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "AdvisorResources \r\n| where type == 'microsoft.advisor/recommendations' \r\n| where properties.category == 'Cost' and properties.shortDescription.solution contains \"Reserved Instance\" \r\n| extend\r\nrecommendationTypeId = tostring(properties.recommendationTypeId),\r\nreservedResourceType=tostring(properties.extendedProperties.reservedResourceType),\r\nlookbackPeriod=tostring(strcat(\"Last \",properties.extendedProperties.lookbackPeriod,\" days\")),\r\nterm=tostring(properties.extendedProperties.term),\r\nstableId = name,\r\nsubscriptionId = tostring(properties.extendedProperties.subId)\r\n| where term == \"{term}\" and lookbackPeriod == \"{LookBackPeriod}\" and reservedResourceType in ({resourceType})\r\n| extend subscriptionId,stableId\r\n| join kind = leftouter\r\n(advisorresources | where type=~'microsoft.advisor/suppressions'\r\n| extend tokens = split(id, '/')\r\n| extend stableId = iff(array_length(tokens) > 3, tokens[(array_length(tokens)-3)], '')\r\n| extend expirationTimeStamp = todatetime(iff(strcmp(tostring(properties.ttl), '-1') == 0, '9999-12-31', properties.expirationTimeStamp))\r\n| where expirationTimeStamp > now()\r\n| project stableId, expirationTimeStamp)\r\non stableId\r\n| where isempty(expirationTimeStamp)\r\n| extend subscriptionId,stableId\r\n| join kind = leftouter\r\n(advisorresources \r\n| where type =~ 'microsoft.advisor/configurations'\r\n| where isempty(resourceGroup) == true\r\n| extend\r\nmaxCpuP95 = properties.extendedProperties.MaxCpuP95,\r\nlowCpuThreshold = properties.lowCpuThreshold,\r\nexcludeRecomm = properties.exclude,\r\nreservedResourceType=tostring(properties.extendedProperties.reservedResourceType),\r\nlookbackPeriod=tostring(strcat(\"Last \",properties.extendedProperties.lookbackPeriod,\" days\")),\r\nscope=tostring(properties.extendedProperties.scope),\r\nterm=tostring(properties.extendedProperties.term),\r\nsavings=todouble(properties.extendedProperties.annualSavingsAmount),\r\nsavingsAmount = todouble(properties.extendedProperties.savingsAmount),\r\nRecommendation=tostring(properties.shortDescription.solution), \r\ncurrency = tostring(properties.extendedProperties.savingsCurrency),\r\ndisplayQty = tostring(properties.extendedProperties.displayQty),\r\ndisplaySKU = tostring(properties.extendedProperties.displaySKU),\r\nregion = tostring(properties.extendedProperties.region),\r\nstableId = name,\r\nsubscriptionId = tostring(properties.extendedProperties.subId))\r\non subscriptionId\r\n| extend isActive1 = iff(isnull(excludeRecomm), true, tobool(excludeRecomm) == false)\r\n| extend isActive2 = iff(recommendationTypeId == 'e10b1381-5f0a-47ff-8c7b-37bd13d7c974', iff((isnotempty(lowCpuThreshold) and isnotempty(maxCpuP95)), toint(maxCpuP95) < toint(lowCpuThreshold), iff((isempty(maxCpuP95) or toint(maxCpuP95) < 5), true, false)), true)\r\n| where isActive1 == true and isActive2 == true\r\n| join kind = leftouter\r\n(advisorresources | where type =~ 'microsoft.advisor/configurations' | where isnotempty(resourceGroup) == true\r\n| project subscriptionId, resourceGroup, excludeProperty = properties.exclude)\r\non subscriptionId, resourceGroup\r\n| extend isActive3 = iff(isnull(excludeProperty), true, tobool(excludeProperty) == false)\r\n| where isActive3 == true\r\n| extend reservedResourceType=tostring(properties.extendedProperties.reservedResourceType),\r\nlookbackPeriod=tostring(strcat(\"Last \",properties.extendedProperties.lookbackPeriod,\" days\")),\r\nscope=tostring(properties.extendedProperties.scope),\r\nterm=tostring(properties.extendedProperties.term),\r\nsavings=todouble(properties.extendedProperties.annualSavingsAmount),\r\nsavingsAmount = todouble(properties.extendedProperties.savingsAmount),\r\nRecommendation=tostring(properties.shortDescription.solution), \r\ncurrency = tostring(properties.extendedProperties.savingsCurrency),\r\ndisplayQty = tostring(properties.extendedProperties.displayQty),\r\ndisplaySKU = tostring(properties.extendedProperties.displaySKU),\r\nregion = tostring(properties.extendedProperties.region),\r\nresources=tostring(properties.resourceMetadata.resourceId), \r\nsubscription = tostring(properties.extendedProperties.subId)\r\n| where term == \"{term}\" and lookbackPeriod == \"{LookBackPeriod}\" and reservedResourceType in ({resourceType})\r\n| summarize Subscriptions=dcount(resources), \r\n bin (sum(savings), 0.01) by Recommendation ,reservedResourceType ,lookbackPeriod,scope,term ,currency\r\n| order by sum_savings desc\r\n", + "size": 0, + "title": "Reservations Summary", + "noDataMessage": "No reservations recommendations found!", + "noDataMessageStyle": 3, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "categoricalbar", + "gridSettings": { + "filter": true, + "labelSettings": [ + { + "columnId": "reservedResourceType", + "label": "Resource type" + }, + { + "columnId": "lookbackPeriod", + "label": "Look back period" + }, + { + "columnId": "scope", + "label": "Scope" + }, + { + "columnId": "term", + "label": "Term" + }, + { + "columnId": "currency", + "label": "Currency" + }, + { + "columnId": "sum_savings", + "label": "Total annual savings" + } + ] + }, + "chartSettings": { + "xAxis": "reservedResourceType", + "yAxis": [ + "sum_savings" + ], + "group": "reservedResourceType", + "createOtherGroup": 0, + "showLegend": true, + "ySettings": { + "numberFormatSettings": { + "unit": 0, + "options": { + "style": "decimal", + "useGrouping": true + } + } + } + } + }, + "name": "query - Reservations Summary" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "AdvisorResources \r\n| where type == 'microsoft.advisor/recommendations' \r\n| where properties.category == 'Cost' and properties.shortDescription.solution contains \"Reserved Instance\" \r\n| extend\r\nrecommendationTypeId = tostring(properties.recommendationTypeId),\r\nreservedResourceType=tostring(properties.extendedProperties.reservedResourceType),\r\nlookbackPeriod=tostring(strcat(\"Last \",properties.extendedProperties.lookbackPeriod,\" days\")),\r\nterm=tostring(properties.extendedProperties.term),\r\nstableId = name,\r\nsubscriptionId = tostring(properties.extendedProperties.subId)\r\n| where term == \"{term}\" and lookbackPeriod == \"{LookBackPeriod}\" and reservedResourceType in ({resourceType})\r\n| extend subscriptionId,stableId\r\n| join kind = leftouter\r\n(advisorresources | where type=~'microsoft.advisor/suppressions'\r\n| extend tokens = split(id, '/')\r\n| extend stableId = iff(array_length(tokens) > 3, tokens[(array_length(tokens)-3)], '')\r\n| extend expirationTimeStamp = todatetime(iff(strcmp(tostring(properties.ttl), '-1') == 0, '9999-12-31', properties.expirationTimeStamp))\r\n| where expirationTimeStamp > now()\r\n| project stableId, expirationTimeStamp)\r\non stableId\r\n| where isempty(expirationTimeStamp)\r\n| extend subscriptionId,stableId\r\n| join kind = leftouter\r\n(advisorresources \r\n| where type =~ 'microsoft.advisor/configurations'\r\n| where isempty(resourceGroup) == true\r\n| extend\r\nmaxCpuP95 = properties.extendedProperties.MaxCpuP95,\r\nlowCpuThreshold = properties.lowCpuThreshold,\r\nexcludeRecomm = properties.exclude,\r\nreservedResourceType=tostring(properties.extendedProperties.reservedResourceType),\r\nlookbackPeriod=tostring(strcat(\"Last \",properties.extendedProperties.lookbackPeriod,\" days\")),\r\nscope=tostring(properties.extendedProperties.scope),\r\nterm=tostring(properties.extendedProperties.term),\r\nRecommendation=tostring(properties.shortDescription.solution), \r\nstableId = name,\r\nsubscriptionId = tostring(properties.extendedProperties.subId))\r\non subscriptionId\r\n| extend isActive1 = iff(isnull(excludeRecomm), true, tobool(excludeRecomm) == false)\r\n| extend isActive2 = iff(recommendationTypeId == 'e10b1381-5f0a-47ff-8c7b-37bd13d7c974', iff((isnotempty(lowCpuThreshold) and isnotempty(maxCpuP95)), toint(maxCpuP95) < toint(lowCpuThreshold), iff((isempty(maxCpuP95) or toint(maxCpuP95) < 5), true, false)), true)\r\n| where isActive1 == true and isActive2 == true\r\n| join kind = leftouter\r\n(advisorresources | where type =~ 'microsoft.advisor/configurations' | where isnotempty(resourceGroup) == true\r\n| project subscriptionId, resourceGroup, excludeProperty = properties.exclude)\r\non subscriptionId, resourceGroup\r\n| extend isActive3 = iff(isnull(excludeProperty), true, tobool(excludeProperty) == false)\r\n| where isActive3 == true\r\n| extend reservedResourceType=tostring(properties.extendedProperties.reservedResourceType),\r\nlookbackPeriod=tostring(strcat(\"Last \",properties.extendedProperties.lookbackPeriod,\" days\")),\r\nscope=tostring(properties.extendedProperties.scope),\r\nterm=tostring(properties.extendedProperties.term),\r\nsavings=todouble(properties.extendedProperties.annualSavingsAmount),\r\nsavingsAmount = todouble(properties.extendedProperties.savingsAmount),\r\nRecommendation=tostring(properties.shortDescription.solution), \r\ncurrency = tostring(properties.extendedProperties.savingsCurrency),\r\ndisplayQty = tostring(properties.extendedProperties.displayQty),\r\ndisplaySKU = tostring(properties.extendedProperties.displaySKU),\r\nregion = tostring(properties.extendedProperties.region),\r\nsubscription = tostring(properties.extendedProperties.subId)\r\n| where term == \"{term}\" and lookbackPeriod == \"{LookBackPeriod}\" and reservedResourceType in ({resourceType})\r\n| project Recommendation,reservedResourceType,displaySKU,displayQty,savings,currency,lookbackPeriod,term,region,subscription\r\n| order by savings desc\r\n", + "size": 0, + "title": "Reservations details", + "noDataMessage": "No reservations recommendations found!", + "noDataMessageStyle": 3, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "$gen_group", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "Recommendation", + "formatter": 5 + }, + { + "columnMatch": "reservedResourceType", + "formatter": 5 + }, + { + "columnMatch": "subscription", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + } + ], + "filter": true, + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "subscription", + "reservedResourceType" + ], + "expandTopLevel": false + }, + "labelSettings": [ + { + "columnId": "displaySKU", + "label": "SKU" + }, + { + "columnId": "displayQty", + "label": "Quantity" + }, + { + "columnId": "savings", + "label": "Total annual savings" + }, + { + "columnId": "currency", + "label": "Currency" + }, + { + "columnId": "lookbackPeriod", + "label": "Look back period" + }, + { + "columnId": "term", + "label": "Term" + }, + { + "columnId": "region", + "label": "Region" + }, + { + "columnId": "subscription", + "label": "Subscription" + } + ] + }, + "chartSettings": { + "xAxis": "reservedResourceType", + "yAxis": [ + "sum_savings" + ], + "group": "reservedResourceType", + "createOtherGroup": 0, + "showLegend": true, + "ySettings": { + "numberFormatSettings": { + "unit": 0, + "options": { + "style": "decimal", + "useGrouping": true + } + } + } + } + }, + "name": "query - Reservations details" + } + ] + }, + "conditionalVisibilities": [ + { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "RateOptimization" + }, + { + "parameterName": "selectedRateOptimizationTab", + "comparison": "isEqualTo", + "value": "Reservations" + } + ], + "name": "group - Reservations" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "template", + "loadFromTemplateId": "", + "items": [ + { + "type": 1, + "content": { + "json": "We analyzed your compute usage over the last 30 days and recommend adding a savings plan to increase your savings.
The savings plan unlocks lower prices on select compute services when you commit to spend a fixed hourly amount for 1 or 3 years.
As you use select compute services globally, your usage is covered by the plan at reduced prices. During the times when your usage is above your hourly commitment, you’ll simply be billed at your regular pay-as-you-go prices. With savings automatically applying across compute usage globally, you’ll continue saving even as your usage needs change over time.
Savings plan are more suited for dynamic workloads while accommodating for planned or unplanned changes while reservations are more suited for stable, predictable workloads with no planned changes.
Saving estimates are calculated for individual subscriptions and the usage pattern observed over last 30 days. **Shared scope savings plans are available in purchase experience and can further increase savings.**
\r\nTo learn more about Savings Plan, check out this [link.](https://learn.microsoft.com/azure/cost-management-billing/savings-plan/purchase-recommendations)​", + "style": "info" + }, + "name": "text - advisorSavingsPlanDisclaimer" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "parameters": [ + { + "id": "a1960768-9da4-455d-b6f6-6d43098cff76", + "version": "KqlParameterItem/1.0", + "name": "Subscription", + "type": 6, + "isRequired": true, + "multiSelect": true, + "quote": "'", + "delimiter": ",", + "typeSettings": { + "additionalResourceOptions": [ + "value::all" + ], + "includeAll": false, + "showDefault": false + }, + "timeContext": { + "durationMs": 86400000 + }, + "defaultValue": "value::all", + "label": " Subscription", + "value": [ + "value::all" + ] + } + ], + "style": "pills", + "queryType": 0, + "resourceType": "microsoft.resourcegraph/resources" + }, + "customWidth": "75", + "name": "parameters - Filters" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "crossComponentResources": [ + "{Subscription}" + ], + "parameters": [ + { + "id": "2b8ca845-75ba-4f4b-acad-54ee50d66d54", + "version": "KqlParameterItem/1.0", + "name": "LookBackPeriod", + "label": "Look back period", + "type": 2, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "jsonData": "[[\r\n {\"value\": \"Last 7 days\"},\r\n {\"value\": \"Last 30 days\"},\r\n {\"value\": \"Last 60 days\"}\r\n]", + "timeContext": { + "durationMs": 86400000 + }, + "value": "Last 30 days" + }, + { + "id": "953c9e4c-af03-4fb7-bf30-3f1bfdf09199", + "version": "KqlParameterItem/1.0", + "name": "term", + "label": "Term", + "type": 2, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [] + }, + "jsonData": "[[\r\n {\r\n \"value\": \"P1Y\",\r\n \"Selected\": \"true\"\r\n },\r\n {\r\n \"value\": \"P3Y\"\r\n }\r\n]", + "timeContext": { + "durationMs": 86400000 + }, + "value": "P1Y" + } + ], + "style": "pills", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + }, + "name": "parameters - savingsPlanParams" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "AdvisorResources \r\n| where type == 'microsoft.advisor/recommendations' \r\n| where properties.category == 'Cost' and properties.shortDescription.solution contains \"savings plan\"\r\n| extend recommendationTypeId = tostring(properties.recommendationTypeId),\r\nlookbackPeriod=tostring(strcat(\"Last \",properties.extendedProperties.lookbackPeriod,\" days\")),\r\nterm=tostring(properties.extendedProperties.term),\r\nstableId = name,\r\nsubscriptionId = tostring(properties.extendedProperties.subId),\r\ncommitment = tostring(properties.extendedProperties.commitment)\r\n| where term == \"{term}\" and lookbackPeriod == \"{LookBackPeriod}\"\r\n| extend subscriptionId,stableId\r\n| join kind = leftouter\r\n(advisorresources | where type=~'microsoft.advisor/suppressions'\r\n| extend tokens = split(id, '/')\r\n| extend stableId = iff(array_length(tokens) > 3, tokens[(array_length(tokens)-3)], '')\r\n| extend expirationTimeStamp = todatetime(iff(strcmp(tostring(properties.ttl), '-1') == 0, '9999-12-31', properties.expirationTimeStamp))\r\n| where expirationTimeStamp > now()\r\n| project stableId, expirationTimeStamp)\r\non stableId\r\n| where isempty(expirationTimeStamp)\r\n| extend subscriptionId,stableId\r\n| join kind = leftouter\r\n(advisorresources \r\n| where type =~ 'microsoft.advisor/configurations'\r\n| where isempty(resourceGroup) == true\r\n| extend\r\nmaxCpuP95 = properties.extendedProperties.MaxCpuP95,\r\nlowCpuThreshold = properties.lowCpuThreshold,\r\nexcludeRecomm = properties.exclude,\r\nlookbackPeriod=tostring(strcat(\"Last \",properties.extendedProperties.lookbackPeriod,\" days\")),\r\nscope=tostring(properties.extendedProperties.scope),\r\nterm=tostring(properties.extendedProperties.term),\r\nsavings=todouble(properties.extendedProperties.annualSavingsAmount),\r\nsavingsAmount = todouble(properties.extendedProperties.savingsAmount),\r\nRecommendation=tostring(properties.shortDescription.solution), \r\ncurrency = tostring(properties.extendedProperties.savingsCurrency),\r\ndisplayQty = tostring(properties.extendedProperties.displayQty),\r\ndisplaySKU = tostring(properties.extendedProperties.displaySKU),\r\nregion = tostring(properties.extendedProperties.region),\r\nstableId = name,\r\ncommitment = tostring(properties.extendedProperties.commitment),\r\nsubscriptionId = tostring(properties.extendedProperties.subId))\r\non subscriptionId\r\n| extend isActive1 = iff(isnull(excludeRecomm), true, tobool(excludeRecomm) == false)\r\n| extend isActive2 = iff(recommendationTypeId == 'e10b1381-5f0a-47ff-8c7b-37bd13d7c974', iff((isnotempty(lowCpuThreshold) and isnotempty(maxCpuP95)), toint(maxCpuP95) < toint(lowCpuThreshold), iff((isempty(maxCpuP95) or toint(maxCpuP95) < 5), true, false)), true)\r\n| where isActive1 == true and isActive2 == true\r\n| join kind = leftouter\r\n(advisorresources | where type =~ 'microsoft.advisor/configurations' | where isnotempty(resourceGroup) == true\r\n| project subscriptionId, resourceGroup, excludeProperty = properties.exclude)\r\non subscriptionId, resourceGroup\r\n| extend isActive3 = iff(isnull(excludeProperty), true, tobool(excludeProperty) == false)\r\n| where isActive3 == true\r\n| extend lookbackPeriod=tostring(strcat(\"Last \",properties.extendedProperties.lookbackPeriod,\" days\")),\r\nscope=tostring(properties.extendedProperties.scope),\r\nterm=tostring(properties.extendedProperties.term),\r\nsavings=todouble(properties.extendedProperties.annualSavingsAmount),\r\nsavingsAmount = todouble(properties.extendedProperties.savingsAmount),\r\nRecommendation=tostring(properties.shortDescription.solution), \r\ncurrency = tostring(properties.extendedProperties.savingsCurrency),\r\ndisplayQty = tostring(properties.extendedProperties.displayQty),\r\ndisplaySKU = tostring(properties.extendedProperties.displaySKU),\r\nregion = tostring(properties.extendedProperties.region),\r\nresources=tostring(properties.resourceMetadata.resourceId), \r\nsubscription = tostring(properties.extendedProperties.subId),\r\ncommitment = tostring(properties.extendedProperties.commitment)\r\n| where term == \"{term}\" and lookbackPeriod == \"{LookBackPeriod}\"\r\n| summarize Subscriptions=dcount(resources), \r\n bin (sum(savings), 0.01) by subscription ,commitment ,lookbackPeriod,scope,term ,currency\r\n| order by sum_savings desc\r\n| join (\r\nresourcecontainers\r\n| where type == 'microsoft.resources/subscriptions'\r\n| extend subscription = subscriptionId\r\n| project name,subscription\r\n) on subscription\r\n| project-away subscription1,subscription\r\n", + "size": 0, + "title": "Savings plan Summary", + "noDataMessage": "No savings plan recommendations found!", + "noDataMessageStyle": 3, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "categoricalbar", + "gridSettings": { + "filter": true + }, + "chartSettings": { + "xAxis": "name", + "yAxis": [ + "sum_savings" + ], + "group": "reservedResourceType", + "createOtherGroup": 0, + "showLegend": true, + "ySettings": { + "numberFormatSettings": { + "unit": 0, + "options": { + "style": "decimal", + "useGrouping": true + } + } + } + } + }, + "name": "query - Saving plan Summary" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "AdvisorResources \r\n| where type == 'microsoft.advisor/recommendations' \r\n| where properties.category == 'Cost' and properties.shortDescription.solution contains \"savings plan\"\r\n| extend\r\nrecommendationTypeId = tostring(properties.recommendationTypeId),\r\nlookbackPeriod=tostring(strcat(\"Last \",properties.extendedProperties.lookbackPeriod,\" days\")),\r\nterm=tostring(properties.extendedProperties.term),\r\nstableId = name,\r\nsubscriptionId = tostring(properties.extendedProperties.subId),\r\ncommitment = tostring(properties.extendedProperties.commitment)\r\n| where term == \"{term}\" and lookbackPeriod == \"{LookBackPeriod}\"\r\n| extend subscriptionId,stableId\r\n| join kind = leftouter\r\n(advisorresources | where type=~'microsoft.advisor/suppressions'\r\n| extend tokens = split(id, '/')\r\n| extend stableId = iff(array_length(tokens) > 3, tokens[(array_length(tokens)-3)], '')\r\n| extend expirationTimeStamp = todatetime(iff(strcmp(tostring(properties.ttl), '-1') == 0, '9999-12-31', properties.expirationTimeStamp))\r\n| where expirationTimeStamp > now()\r\n| project stableId, expirationTimeStamp)\r\non stableId\r\n| where isempty(expirationTimeStamp)\r\n| extend subscriptionId,stableId\r\n| join kind = leftouter\r\n(advisorresources \r\n| where type =~ 'microsoft.advisor/configurations'\r\n| where isempty(resourceGroup) == true\r\n| extend\r\nmaxCpuP95 = properties.extendedProperties.MaxCpuP95,\r\nlowCpuThreshold = properties.lowCpuThreshold,\r\nexcludeRecomm = properties.exclude,\r\nlookbackPeriod=tostring(strcat(\"Last \",properties.extendedProperties.lookbackPeriod,\" days\")),\r\nscope=tostring(properties.extendedProperties.scope),\r\nterm=tostring(properties.extendedProperties.term),\r\nRecommendation=tostring(properties.shortDescription.solution), \r\nstableId = name,\r\ncommitment = tostring(properties.extendedProperties.commitment),\r\nsubscriptionId = tostring(properties.extendedProperties.subId))\r\non subscriptionId\r\n| extend isActive1 = iff(isnull(excludeRecomm), true, tobool(excludeRecomm) == false)\r\n| extend isActive2 = iff(recommendationTypeId == 'e10b1381-5f0a-47ff-8c7b-37bd13d7c974', iff((isnotempty(lowCpuThreshold) and isnotempty(maxCpuP95)), toint(maxCpuP95) < toint(lowCpuThreshold), iff((isempty(maxCpuP95) or toint(maxCpuP95) < 5), true, false)), true)\r\n| where isActive1 == true and isActive2 == true\r\n| join kind = leftouter\r\n(advisorresources | where type =~ 'microsoft.advisor/configurations' | where isnotempty(resourceGroup) == true\r\n| project subscriptionId, resourceGroup, excludeProperty = properties.exclude)\r\non subscriptionId, resourceGroup\r\n| extend isActive3 = iff(isnull(excludeProperty), true, tobool(excludeProperty) == false)\r\n| where isActive3 == true\r\n| extend lookbackPeriod=tostring(strcat(\"Last \",properties.extendedProperties.lookbackPeriod,\" days\")),\r\nscope=tostring(properties.extendedProperties.scope),\r\nterm=tostring(properties.extendedProperties.term),\r\nsavings=todouble(properties.extendedProperties.annualSavingsAmount),\r\nsavingsAmount = todouble(properties.extendedProperties.savingsAmount),\r\nRecommendation=tostring(properties.shortDescription.solution), \r\ncurrency = tostring(properties.extendedProperties.savingsCurrency),\r\ndisplayQty = tostring(properties.extendedProperties.displayQty),\r\ndisplaySKU = tostring(properties.extendedProperties.displaySKU),\r\ncommitment = tostring(properties.extendedProperties.commitment),\r\nregion = tostring(properties.extendedProperties.region),\r\nsubscription = tostring(properties.extendedProperties.subId)\r\n| where term == \"{term}\" and lookbackPeriod == \"{LookBackPeriod}\"\r\n| project Recommendation,savings,commitment,currency,lookbackPeriod,term,subscription\r\n| order by savings desc\r\n| join (\r\nresourcecontainers\r\n| where type == 'microsoft.resources/subscriptions'\r\n| extend subscription = subscriptionId\r\n| project id,name,subscription\r\n) on subscription\r\n| project-away subscription1,subscription\r\n", + "size": 0, + "title": "Savings plan details", + "noDataMessage": "No savings plan recommendations found!", + "noDataMessageStyle": 3, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "$gen_group", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "Recommendation", + "formatter": 5 + }, + { + "columnMatch": "id", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "name", + "formatter": 5 + }, + { + "columnMatch": "reservedResourceType", + "formatter": 5 + }, + { + "columnMatch": "subscription", + "formatter": 5 + } + ], + "filter": true, + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "id" + ] + }, + "labelSettings": [ + { + "columnId": "savings", + "label": "Total annual savings" + }, + { + "columnId": "commitment", + "label": "Commitment" + }, + { + "columnId": "currency", + "label": "Currency" + }, + { + "columnId": "lookbackPeriod", + "label": "Look back period" + }, + { + "columnId": "term", + "label": "Term" + } + ] + }, + "chartSettings": { + "xAxis": "reservedResourceType", + "yAxis": [ + "sum_savings" + ], + "group": "reservedResourceType", + "createOtherGroup": 0, + "showLegend": true, + "ySettings": { + "numberFormatSettings": { + "unit": 0, + "options": { + "style": "decimal", + "useGrouping": true + } + } + } + } + }, + "name": "query - Savings plan details" + } + ] + }, + "conditionalVisibilities": [ + { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "RateOptimization" + }, + { + "parameterName": "selectedRateOptimizationTab", + "comparison": "isEqualTo", + "value": "SavingsPlan" + } + ], + "name": "group - SavingsPlan" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "parameters": [ + { + "id": "2b43eb64-bca3-444a-8003-003554236fe7", + "version": "KqlParameterItem/1.0", + "name": "Subscription", + "type": 6, + "isRequired": true, + "multiSelect": true, + "quote": "'", + "delimiter": ",", + "typeSettings": { + "additionalResourceOptions": [ + "value::all" + ], + "includeAll": false, + "showDefault": false + }, + "timeContext": { + "durationMs": 86400000 + }, + "defaultValue": "value::all", + "label": " Subscription", + "value": [ + "value::all" + ] + }, + { + "id": "03fbf28a-892d-4b68-929c-3ba5056f4b94", + "version": "KqlParameterItem/1.0", + "name": "ResourceGroup", + "label": "Resource Group", + "type": 2, + "isRequired": true, + "multiSelect": true, + "quote": "'", + "delimiter": ",", + "query": "resources\r\n| distinct resourceGroup", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [ + "value::all" + ], + "showDefault": false + }, + "defaultValue": "value::all", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + }, + { + "id": "566c43ae-f300-43be-aa0d-61d92ba8da87", + "version": "KqlParameterItem/1.0", + "name": "SingleSubHidden", + "type": 1, + "isRequired": true, + "query": "resourcecontainers\r\n| where type==\"microsoft.resources/subscriptions\"\r\n| take 1\r\n| project subscriptionId", + "crossComponentResources": [ + "{Subscription}" + ], + "isHiddenWhenLocked": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "label": "Hidden Subscription" + }, + { + "id": "a9df02ed-7100-4130-952f-a3d9d5d364af", + "version": "KqlParameterItem/1.0", + "name": "TagName", + "type": 2, + "query": "Resources\r\n| where tags != '' and tags != '[]'\r\n| mvexpand tags\r\n| extend tagName = tostring(bag_keys(tags)[0])\r\n| distinct tagName\r\n| sort by tagName asc", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [] + }, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "value": null, + "label": "Tag Name" + }, + { + "id": "66406915-1f07-448f-8170-2f3b0dc6dc00", + "version": "KqlParameterItem/1.0", + "name": "TagValue", + "type": 2, + "query": "Resources\r\n| mvexpand tags\r\n| extend tagName = tostring(bag_keys(tags)[0])\r\n| extend tagValue = tostring(tags[tagName])\r\n| where tags != '' and tags != '[]' and tostring(bag_keys(tags)[0]) == '{TagName}'\r\n| distinct tagValue\r\n| sort by tagValue asc", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [] + }, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "value": null, + "label": "Tag Value" + } + ], + "style": "pills", + "queryType": 0, + "resourceType": "microsoft.resourcegraph/resources" + }, + "customWidth": "75", + "conditionalVisibility": { + "parameterName": "selectedRateOptimizationTab", + "comparison": "isEqualTo", + "value": "AHB" + }, + "name": "parameters - Filters" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "crossComponentResources": [ + "{Subscription}" + ], + "parameters": [ + { + "id": "f74bc7f5-2b16-4440-8053-106e040b73b6", + "version": "KqlParameterItem/1.0", + "name": "Location", + "type": 2, + "query": "Resources\r\n| where type =~ 'Microsoft.Compute/virtualMachines'\r\n| project name, location\r\n| summarize count () by location\r\n| project location", + "crossComponentResources": [ + "{Subscription}" + ], + "typeSettings": { + "additionalResourceOptions": [ + "value::1" + ] + }, + "timeContext": { + "durationMs": 86400000 + }, + "defaultValue": "value::1", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "label": "Resource Location" + } + ], + "style": "pills", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources" + }, + "customWidth": "25", + "conditionalVisibility": { + "parameterName": "selectedRateOptimizationTab", + "comparison": "isEqualTo", + "value": "AHB" + }, + "name": "parameters - location" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "template", + "loadType": "always", + "loadFromTemplateId": "", + "items": [ + { + "type": 1, + "content": { + "json": "# Azure Hybrid Benefit\r\nFor customers with Software Assurance, Azure Hybrid Benefit for Windows Server allows you to use your on-premises Windows Server licenses to run Windows virtual machines on Azure at a reduced cost. This article discusses how to deploy new VMs with Azure Hybrid Benefit for Windows Server enabled, and how you can update any existing running VMs. For more information about Azure Hybrid Benefit for Windows Server licensing and cost savings, see the [Azure Hybrid Benefit for Windows Server licensing page](https://azure.microsoft.com/pricing/hybrid-use-benefit/)\r\n\r\n", + "style": "upsell" + }, + "name": "Azure Hybrid Benefit" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"ARMEndpoint/1.0\",\"data\":null,\"headers\":[],\"method\":\"GET\",\"path\":\"/subscriptions/{SingleSubHidden}/providers/Microsoft.Compute/skus?$filter=location eq '{Location}'\",\"urlParams\":[{\"key\":\"api-version\",\"value\":\"2021-07-01\"}],\"batchDisabled\":false,\"transformers\":[{\"type\":\"jsonpath\",\"settings\":{\"tablePath\":\"$.*[?(@.resourceType=='virtualMachines')]\",\"columns\":[{\"path\":\"name\",\"columnid\":\"Name\"},{\"path\":\"capabilities[?(@.name=='vCPUs')].value\",\"columnid\":\"vCPUs\"},{\"path\":\"capabilities[?(@.name=='MemoryGB')].value\",\"columnid\":\"MemoryGB\"},{\"path\":\"capabilities[?(@.name=='MaxNetworkInterfaces')].value\",\"columnid\":\"MaxNetworkInterfaces\"},{\"path\":\"capabilities[?(@.name=='HyperVGenerations')].value\",\"columnid\":\"HyperVGenerations\"},{\"path\":\"capabilities[?(@.name=='vCPUsPerCore')].value\",\"columnid\":\"vCPUsPerCore\"}]}}]}", + "size": 0, + "title": "Get VM vCPU", + "exportParameterName": "ResourceSKU", + "showExportToExcel": true, + "queryType": 12, + "gridSettings": { + "rowLimit": 5000 + } + }, + "conditionalVisibility": { + "parameterName": "AlwaysHidden", + "comparison": "isEqualTo", + "value": "true" + }, + "name": "API-Get_VM_SKU" + }, + { + "type": 11, + "content": { + "version": "LinkItem/1.0", + "style": "tabs", + "links": [ + { + "id": "3f12a4b6-b18d-4191-8c1c-6045a7edcb6b", + "cellValue": "SelectedTab", + "linkTarget": "parameter", + "linkLabel": "VM/VMSS", + "subTarget": "VM", + "style": "link" + }, + { + "id": "78ac1878-4b69-4f32-af1f-a8f095afbed5", + "cellValue": "SelectedTab", + "linkTarget": "parameter", + "linkLabel": "SQL", + "subTarget": "SQL", + "style": "link" + } + ] + }, + "name": "links - 1" + }, + { + "type": 11, + "content": { + "version": "LinkItem/1.0", + "style": "tabs", + "links": [ + { + "id": "0211f413-9f36-4750-9ef2-d382ba30ba6c", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "Windows Virtual Machines", + "subTarget": "VM", + "preText": "VM", + "style": "link" + }, + { + "id": "dbe9a7fb-6ab1-4de1-a98b-4ec8a9af906c", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "Linux Virtual Machines", + "subTarget": "LinuxVM", + "style": "link" + }, + { + "id": "79e7a97a-1413-41e8-b4c6-ebd1d0a45e2e", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "VM Scale Set", + "subTarget": "VMSS", + "style": "link" + }, + { + "id": "be820ada-a0f4-4c51-b17b-3e506edd1410", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "Custom Images", + "subTarget": "CustomImages", + "style": "link" + }, + { + "id": "1dda3cc4-59ba-4758-9c51-d6c9fab18647", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "Azure Arc", + "subTarget": "arc", + "style": "link" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "VM" + }, + "name": "links - 4" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\" | extend SubscriptionName=name \r\n| join (\r\nresources \r\n| where resourceGroup in ({ResourceGroup})\r\n| where type has \"microsoft.compute/virtualmachines\" or type =~ 'microsoft.compute/virtualMachineScaleSets'\r\n| where properties.storageProfile.osDisk.osType == \"Windows\"\r\n| extend OS=properties.storageProfile.imageReference.id\r\n| where isnotnull(OS)\r\n| extend ActualCores = toint(extract(\".[A-Z]([0-9]+)\", 1, tostring(properties.hardwareProfile.vmSize)))\r\n| where tostring(properties.['licenseType']) has 'Windows'\r\n| extend WindowsId=id, VMIDFull=id, VMName=name, VMLocation=location, VMRG=resourceGroup, OSType=tostring(properties.storageProfile.osDisk.osType), VMSize=tostring (properties.hardwareProfile.vmSize), ActualCores, LicenseType = tostring(properties.['licenseType']), VMSSize=tostring(sku.name), QuickFix=id\r\n ) on subscriptionId \r\n| order by type asc \r\n| project WindowsId,VMName,VMRG,VMSize, ActualCores,VMLocation,OSType, LicenseType, subscriptionId, QuickFix, VMIDFull\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), WindowsId=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct WindowsId\r\n )\r\n on WindowsId", + "size": 0, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ] + }, + "conditionalVisibility": { + "parameterName": "AlwaysHidden", + "comparison": "isEqualTo", + "value": "true" + }, + "name": "CustomImageAHBEnabled" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\" | extend SubscriptionName=name \r\n| join (\r\nresources \r\n| where resourceGroup in ({ResourceGroup})\r\n| where type has \"microsoft.compute/virtualmachines\" or type =~ 'microsoft.compute/virtualMachineScaleSets'\r\n| where properties.storageProfile.osDisk.osType != \"Windows\"\r\n| extend ActualCores = toint(extract(\".[A-Z]([0-9]+)\", 1, tostring(properties.hardwareProfile.vmSize)))\r\n| extend OS=properties.storageProfile.imageReference.id\r\n| where isnotnull(OS)\r\n| where tostring(properties.['licenseType']) has 'Windows'\r\n| extend WindowsId=id, VMIDFull=id, VMName=name, VMLocation=location, VMRG=resourceGroup, OSType=tostring(properties.storageProfile.osDisk.osType), VMSize=tostring (properties.hardwareProfile.vmSize), ActualCores, LicenseType = tostring(properties.['licenseType']), VMSSize=tostring(sku.name), QuickFix=id\r\n ) on subscriptionId \r\n| order by type asc \r\n| project WindowsId,VMName,VMRG,VMSize, ActualCores,VMLocation,OSType, LicenseType, subscriptionId, QuickFix, VMIDFull\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), WindowsId=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct WindowsId\r\n )\r\n on WindowsId", + "size": 0, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ] + }, + "conditionalVisibility": { + "parameterName": "AlwaysHidden", + "comparison": "isEqualTo", + "value": "True" + }, + "name": "CustomImageAHBDisabled" + }, + { + "type": 1, + "content": { + "json": "## Custom Images - Windows Azure Hybrid Benefit (AHB) Overview\r\n#### Note: This tab contains information only about Custom Images where the OS is Windows." + }, + "name": "AHB Overview" + }, + { + "type": 1, + "content": { + "json": "Each two-processor license or each set of 16-core licenses, either Datacenter or Standard editions, are entitled to two instances of up to 8 cores, or one instance of up to 16 cores.\r\n\r\nThe virtual machines (VMs) with less than 8 cores are categorized as **Low Priority**, while those with 8 or more cores are classified as **High Priority**. In situations where there are insufficient Azure Hybrid benefit licenses to cover all the VMs in the environment, it is recommended to prioritize the High Priority VMs.", + "style": "info" + }, + "name": "NUmber of Processors-CustomImages", + "styleSettings": { + "margin": "10px", + "showBorder": true + } + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\" | extend SubscriptionName=name, SubId=id\r\n| join (\r\nresources \r\n| where resourceGroup in ({ResourceGroup})\r\n| where type has \"microsoft.compute/virtualmachines\" or type =~ 'microsoft.compute/virtualMachineScaleSets'\r\n| where properties.storageProfile.osDisk.osType == \"Windows\"\r\n| extend OS=properties.storageProfile.imageReference.id\r\n| where isnotnull(OS)\r\n| extend WindowsId=id\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), WindowsId=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct WindowsId\r\n )\r\n on WindowsId\r\n| extend LicenseType = tostring(properties.['licenseType'])\r\n| extend CheckAHBWindows = case(\r\n type == 'microsoft.compute/virtualmachines' or type =~ 'microsoft.compute/virtualMachineScaleSets', iif((properties.['licenseType'])\r\n !has 'Windows' and (properties.virtualMachineProfile.['licenseType']) !has 'Windows' , \"AHB Not Enabled\", \"AHB Enabled\"),\r\n \"Not Windows\"\r\n )\r\n) on subscriptionId \r\n| summarize count() by CheckAHBWindows, SubId, SubscriptionName\r\n", + "size": 0, + "title": "Summary of Windows VMs with or without AHB per Subscription", + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "table", + "gridSettings": { + "formatters": [ + { + "columnMatch": "SubId", + "formatter": 5 + }, + { + "columnMatch": "SubscriptionName", + "formatter": 5 + } + ], + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "SubscriptionName" + ], + "finalBy": "SubscriptionName" + }, + "labelSettings": [ + { + "columnId": "CheckAHBWindows", + "label": "Is AHB enabled?" + }, + { + "columnId": "SubscriptionName", + "label": "Subscription Name" + }, + { + "columnId": "count_", + "label": "Number of resources" + } + ] + }, + "sortBy": [], + "tileSettings": { + "titleContent": { + "columnMatch": "CheckAHBWindows", + "formatter": 1 + }, + "subtitleContent": { + "columnMatch": "SubscriptionName", + "formatter": 1 + }, + "leftContent": { + "columnMatch": "count_", + "formatter": 12, + "formatOptions": { + "palette": "auto" + } + }, + "showBorder": false, + "size": "auto" + }, + "chartSettings": { + "xAxis": "SubscriptionName" + } + }, + "customWidth": "50", + "name": "Summary of Windows VMs with or without AHB per Subscription - Custom Images" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\" | extend SubscriptionName=name \r\n| join (\r\nresources \r\n| where resourceGroup in ({ResourceGroup})\r\n| where type has \"microsoft.compute/virtualmachines\" or type =~ 'microsoft.compute/virtualMachineScaleSets'\r\n| where properties.storageProfile.osDisk.osType == \"Windows\"\r\n| extend OS=properties.storageProfile.imageReference.id\r\n| where isnotnull(OS)\r\n| extend WindowsId=id\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), WindowsId=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct WindowsId\r\n )\r\n on WindowsId\r\n| extend LicenseType = tostring(properties.['licenseType'])\r\n| extend CheckAHBWindows = case(\r\n type == 'microsoft.compute/virtualmachines' or type =~ 'microsoft.compute/virtualMachineScaleSets', iif((properties.['licenseType'])\r\n !has 'Windows' and (properties.virtualMachineProfile.['licenseType']) !has 'Windows' , \"AHB Not Enabled\", \"AHB Enabled\"),\r\n \"Not Windows\"\r\n )\r\n) on subscriptionId \r\n| summarize count() by CheckAHBWindows", + "size": 0, + "title": "Summary of Windows VMs with or without AHB", + "showRefreshButton": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "piechart" + }, + "customWidth": "50", + "name": "Summary of Windows VMs with or without AHB-CustomImages" + }, + { + "type": 1, + "content": { + "json": "### Consumed Licenses\r\nTotal number of Windows licenses cores consumed by all Windows virtual machines.\r\n", + "style": "info" + }, + "customWidth": "50", + "name": "Consumed Licenses-CustomImages" + }, + { + "type": 1, + "content": { + "json": "### Number of required Cores to enable Windows Azure Hybrid Benefit\r\nNumber of cores required to enable AHB across the entire environment.", + "style": "info" + }, + "customWidth": "50", + "name": "Number of required Cores-CustomImages" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\",\"mergeType\":\"table\",\"leftTable\":\"CustomImageAHBEnabled\"}],\"projectRename\":[{\"originalName\":\"[CustomImageAHBEnabled].WindowsId\",\"mergedName\":\"WindowsId\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].VMName\",\"mergedName\":\"VMName\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].VMRG\",\"mergedName\":\"VMRG\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].VMSize\",\"mergedName\":\"VMSize\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].ActualCores\",\"mergedName\":\"ActualCores\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].VMLocation\",\"mergedName\":\"VMLocation\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].OSType\",\"mergedName\":\"OSType\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].subscriptionId\",\"mergedName\":\"subscriptionId\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].QuickFix\",\"mergedName\":\"QuickFix\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].VMIDFull\",\"mergedName\":\"VMIDFull\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].WindowsId1\",\"mergedName\":\"WindowsId1\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[Added column]\",\"mergedName\":\"Prioritize AHB\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"ActualCores\",\"operator\":\"<=\",\"rightValType\":\"static\",\"rightVal\":\"8\",\"resultValType\":\"static\",\"resultVal\":\"Low Priority\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"static\",\"resultVal\":\"High Priority\"}}]},{\"originalName\":\"[Added column]\",\"mergedName\":\"ConsumedCores\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"ActualCores\",\"operator\":\"<=\",\"rightValType\":\"static\",\"rightVal\":\"8\",\"resultValType\":\"expression\",\"resultVal\":\"8\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"column\",\"resultVal\":\"ActualCores\"}}]}]}", + "size": 0, + "title": "Consumed Cores per AHB Priority", + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 7, + "visualization": "piechart", + "chartSettings": { + "yAxis": [ + "ConsumedCores" + ], + "group": "Prioritize AHB", + "createOtherGroup": null + } + }, + "customWidth": "33", + "showPin": false, + "name": "ConsumedCoresPerAhubpriority-CustomImages" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\",\"mergeType\":\"table\",\"leftTable\":\"CustomImageAHBEnabled\"}],\"projectRename\":[{\"originalName\":\"[CustomImageAHBEnabled].WindowsId\",\"mergedName\":\"WindowsId\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].VMName\",\"mergedName\":\"VMName\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].VMRG\",\"mergedName\":\"VMRG\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].VMSize\",\"mergedName\":\"VMSize\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].ActualCores\",\"mergedName\":\"ActualCores\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].VMLocation\",\"mergedName\":\"VMLocation\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].OSType\",\"mergedName\":\"OSType\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].subscriptionId\",\"mergedName\":\"subscriptionId\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].QuickFix\",\"mergedName\":\"QuickFix\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].VMIDFull\",\"mergedName\":\"VMIDFull\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].WindowsId1\",\"mergedName\":\"WindowsId1\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[Added column]\",\"mergedName\":\"Prioritize AHB\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"ActualCores\",\"operator\":\"<=\",\"rightValType\":\"static\",\"rightVal\":\"8\",\"resultValType\":\"static\",\"resultVal\":\"Low Priority\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"static\",\"resultVal\":\"High Priority\"}}]},{\"originalName\":\"[Added column]\",\"mergedName\":\"ConsumedCores\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"ActualCores\",\"operator\":\"<=\",\"rightValType\":\"static\",\"rightVal\":\"8\",\"resultValType\":\"expression\",\"resultVal\":\"8\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"column\",\"resultVal\":\"ActualCores\"}}]}]}", + "size": 0, + "title": "Consumed Cores per VM", + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 7, + "visualization": "piechart", + "chartSettings": { + "yAxis": [ + "ConsumedCores" + ], + "group": "VMName", + "createOtherGroup": null + } + }, + "customWidth": "30", + "showPin": false, + "name": "ConsumedCoresPerVM-CustomImages" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\",\"mergeType\":\"table\",\"leftTable\":\"CustomImageAHBDisabled\"}],\"projectRename\":[{\"originalName\":\"[Added column]\",\"mergedName\":\"Prioritize AHB\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"ActualCores\",\"operator\":\"<=\",\"rightValType\":\"static\",\"rightVal\":\"8\",\"resultValType\":\"static\",\"resultVal\":\"Low Priority\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"static\",\"resultVal\":\"High Priority\"}}]},{\"originalName\":\"[Added column]\",\"mergedName\":\"ConsumedCores\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"ActualCores\",\"operator\":\"<=\",\"rightValType\":\"static\",\"rightVal\":\"8\",\"resultValType\":\"expression\",\"resultVal\":\"8\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"column\",\"resultVal\":\"ActualCores\"}}]},{\"originalName\":\"[CustomImageAHBDisabled].WindowsId\",\"mergedName\":\"WindowsId\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBDisabled].VMName\",\"mergedName\":\"VMName\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBDisabled].VMRG\",\"mergedName\":\"VMRG\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBDisabled].VMSize\",\"mergedName\":\"VMSize\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBDisabled].ActualCores\",\"mergedName\":\"ActualCores\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBDisabled].VMLocation\",\"mergedName\":\"VMLocation\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBDisabled].OSType\",\"mergedName\":\"OSType\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBDisabled].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBDisabled].subscriptionId\",\"mergedName\":\"subscriptionId\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBDisabled].QuickFix\",\"mergedName\":\"QuickFix\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBDisabled].VMIDFull\",\"mergedName\":\"VMIDFull\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBDisabled].WindowsId1\",\"mergedName\":\"WindowsId1\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"}]}", + "size": 0, + "title": "Required CPU cores for AHB activation on remaining VMs", + "noDataMessage": "All VMs within the current scope have AHB enabled", + "noDataMessageStyle": 3, + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 7, + "visualization": "piechart", + "chartSettings": { + "yAxis": [ + "ConsumedCores" + ], + "group": "VMName", + "createOtherGroup": null + } + }, + "customWidth": "36", + "showPin": false, + "name": "CoresNotEnabledperAHBPriority-CustomImages" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "parameters": [ + { + "id": "ae5e8765-47ef-46a6-803b-6b7124c098d2", + "version": "KqlParameterItem/1.0", + "name": "AHBEnabled", + "label": "See VMs with AHB", + "type": 2, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "jsonData": "[\r\n {\"value\":\"Yes\"},\r\n {\"value\":\"No\", \"selected\":true}\r\n]\r\n\r\n", + "timeContext": { + "durationMs": 86400000 + } + }, + { + "id": "f1ac5e53-253c-4afb-8bc5-b1ba2efea3eb", + "version": "KqlParameterItem/1.0", + "name": "AHBDisabled", + "label": "See VMs without AHB", + "type": 2, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "jsonData": "[\r\n {\"value\":\"Yes\"},\r\n {\"value\":\"No\", \"selected\":true}\r\n]\r\n\r\n" + } + ], + "style": "pills", + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces" + }, + "name": "VM AHB Enabled - CustomImages" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\",\"mergeType\":\"table\",\"leftTable\":\"ConsumedCoresPerAhubpriority-CustomImages\"}],\"projectRename\":[{\"originalName\":\"[ConsumedCoresPerAhubpriority-CustomImages].WindowsId\",\"mergedName\":\"WindowsId\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[ConsumedCoresPerAhubpriority-CustomImages].VMName\",\"mergedName\":\"VMName\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[ConsumedCoresPerAhubpriority-CustomImages].VMRG\",\"mergedName\":\"VMRG\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[ConsumedCoresPerAhubpriority-CustomImages].VMSize\",\"mergedName\":\"VMSize\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[ConsumedCoresPerAhubpriority-CustomImages].ActualCores\",\"mergedName\":\"ActualCores\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[ConsumedCoresPerAhubpriority-CustomImages].ConsumedCores\",\"mergedName\":\"ConsumedCores\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[ConsumedCoresPerAhubpriority-CustomImages].Prioritize AHB\",\"mergedName\":\"Prioritize AHB\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[ConsumedCoresPerAhubpriority-CustomImages].VMLocation\",\"mergedName\":\"VMLocation\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[ConsumedCoresPerAhubpriority-CustomImages].OSType\",\"mergedName\":\"OSType\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[ConsumedCoresPerAhubpriority-CustomImages].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[ConsumedCoresPerAhubpriority-CustomImages].subscriptionId\",\"mergedName\":\"subscriptionId\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[ConsumedCoresPerAhubpriority-CustomImages].QuickFix\",\"mergedName\":\"QuickFix\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[ConsumedCoresPerAhubpriority-CustomImages].VMIDFull\",\"mergedName\":\"VMIDFull\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[ConsumedCoresPerAhubpriority-CustomImages].WindowsId1\",\"mergedName\":\"WindowsId1\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"}]}", + "size": 0, + "title": "VMs with Azure Hybrid Benefit enabled", + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 7, + "gridSettings": { + "formatters": [ + { + "columnMatch": "WindowsId", + "formatter": 13, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "Prioritize AHB", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "Low Priority", + "representation": "2", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "High Priority", + "representation": "success", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "unknown", + "text": "{0}{1}" + } + ] + } + }, + { + "columnMatch": "subscriptionId", + "formatter": 5 + }, + { + "columnMatch": "QuickFix", + "formatter": 5 + }, + { + "columnMatch": "VMIDFull", + "formatter": 5 + }, + { + "columnMatch": "WindowsId1", + "formatter": 5 + } + ], + "labelSettings": [ + { + "columnId": "WindowsId", + "label": "ResourceId" + }, + { + "columnId": "VMName", + "label": "VM name" + }, + { + "columnId": "VMRG", + "label": "Resource group" + }, + { + "columnId": "VMSize", + "label": "SKU" + }, + { + "columnId": "ActualCores", + "label": "Number of cores" + }, + { + "columnId": "ConsumedCores", + "label": "Consumed cores" + }, + { + "columnId": "Prioritize AHB", + "label": "AHB priority" + }, + { + "columnId": "VMLocation", + "label": "Location" + }, + { + "columnId": "OSType", + "label": "OS" + }, + { + "columnId": "LicenseType", + "label": "License" + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "AHBEnabled", + "comparison": "isEqualTo", + "value": "Yes" + }, + "showPin": false, + "name": "VmsAHBEnabeld-CustomImages" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\",\"mergeType\":\"table\",\"leftTable\":\"CoresNotEnabledperAHBPriority-CustomImages\"}],\"projectRename\":[{\"originalName\":\"[CoresNotEnabledperAHBPriority-CustomImages].WindowsId\",\"mergedName\":\"WindowsId\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[CoresNotEnabledperAHBPriority-CustomImages].VMName\",\"mergedName\":\"VMName\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[CoresNotEnabledperAHBPriority-CustomImages].VMRG\",\"mergedName\":\"VMRG\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[CoresNotEnabledperAHBPriority-CustomImages].VMSize\",\"mergedName\":\"VMSize\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[CoresNotEnabledperAHBPriority-CustomImages].ActualCores\",\"mergedName\":\"ActualCores\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[CoresNotEnabledperAHBPriority-CustomImages].ConsumedCores\",\"mergedName\":\"ConsumedCores\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[CoresNotEnabledperAHBPriority-CustomImages].Prioritize AHB\",\"mergedName\":\"Prioritize AHB\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[CoresNotEnabledperAHBPriority-CustomImages].VMLocation\",\"mergedName\":\"VMLocation\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[CoresNotEnabledperAHBPriority-CustomImages].OSType\",\"mergedName\":\"OSType\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[CoresNotEnabledperAHBPriority-CustomImages].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[CoresNotEnabledperAHBPriority-CustomImages].subscriptionId\",\"mergedName\":\"subscriptionId\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[CoresNotEnabledperAHBPriority-CustomImages].QuickFix\",\"mergedName\":\"QuickFix\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[CoresNotEnabledperAHBPriority-CustomImages].VMIDFull\",\"mergedName\":\"VMIDFull\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[CoresNotEnabledperAHBPriority-CustomImages].WindowsId1\",\"mergedName\":\"WindowsId1\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"}]}", + "size": 0, + "title": "VMs with Azure Hybrid Benefit not enabled", + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 7, + "gridSettings": { + "formatters": [ + { + "columnMatch": "WindowsId", + "formatter": 13, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "Prioritize AHB", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "Low Priority", + "representation": "2", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "High Priority", + "representation": "success", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "unknown", + "text": "{0}{1}" + } + ] + } + }, + { + "columnMatch": "subscriptionId", + "formatter": 5 + }, + { + "columnMatch": "QuickFix", + "formatter": 5 + }, + { + "columnMatch": "VMIDFull", + "formatter": 5 + }, + { + "columnMatch": "WindowsId1", + "formatter": 5 + } + ], + "labelSettings": [ + { + "columnId": "WindowsId", + "label": "ResourceId" + }, + { + "columnId": "VMName", + "label": "VM name" + }, + { + "columnId": "VMRG", + "label": "Resource group" + }, + { + "columnId": "VMSize", + "label": "SKU" + }, + { + "columnId": "ActualCores", + "label": "Number of cores" + }, + { + "columnId": "ConsumedCores", + "label": "Consumed cores" + }, + { + "columnId": "Prioritize AHB", + "label": "AHB priority" + }, + { + "columnId": "VMLocation", + "label": "Location" + }, + { + "columnId": "OSType", + "label": "OS" + }, + { + "columnId": "LicenseType", + "label": "License" + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "AHBDisabled", + "comparison": "isEqualTo", + "value": "Yes" + }, + "showPin": false, + "name": "VmsAHBDisabled-CustomImages" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "CustomImages" + }, + "name": "CustomImages" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 11, + "content": { + "version": "LinkItem/1.0", + "style": "tabs", + "links": [ + { + "id": "3f12a4b6-b18d-4191-8c1c-6045a7edcb6b", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "Windows Server ESU licenses", + "subTarget": "windowsEsu", + "style": "link" + }, + { + "id": "0ca197b7-6f96-4def-9be4-dc26bb09538a", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "Windows Server Management enabled by Azure Arc", + "subTarget": "arcAHB", + "style": "link" + } + ] + }, + "name": "links - 1" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "title": "Windows Server ESU licenses", + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "// Run query to see results.\r\nresources\r\n| where type =~ 'microsoft.hybridcompute/machines'\r\n| extend esuEligibility = properties.licenseProfile.esuProfile.esuEligibility\r\n| where esuEligibility =~ \"Eligible\"\r\n| extend agentVersion = tostring(properties.agentVersion)\r\n| extend parsedAgentVersion = parse_version(agentVersion)\r\n| where parsedAgentVersion >= parse_version(\"1.34\")\r\n| extend machineId = tolower(id)\r\n| join kind=leftouter(\r\n resources\r\n | where type =~ \"microsoft.hybridcompute/machines/licenseProfiles\"\r\n | extend machineId = tolower(tostring(trim_end(@\"\\/\\w+\\/(\\w|\\.)+\", id)))\r\n | extend licenseId = tolower(tostring(properties.esuProfile.assignedLicense))\r\n) on $left.machineId == $right.machineId\r\n| join kind=leftouter (\r\n resources\r\n | where type =~ \"microsoft.hybridcompute/licenses\"\r\n | extend licenseId = tolower(id)\r\n) on licenseId\r\n| extend status = case(\r\n properties.status =~ 'Connected', 'Connected',\r\n properties.status =~ 'Disconnected', 'Offline',\r\n properties.status =~ 'Error', 'Error',\r\n properties.status =~ 'Expired', 'Expired',\r\n 'Unknown')\r\n| extend operatingSystem = properties.osSku\r\n| extend esuStatus = case(\r\n (properties.licenseProfile.esuProfile.licenseAssignmentState =~ 'Assigned' and properties2.licenseDetails.state =~ 'Activated'), 'Enabled',\r\n properties.licenseProfile.esuProfile.licenseAssignmentState =~ 'NotAssigned' and properties.licenseProfile.esuProfile.esuKeyState =~ 'Active', 'Enabled by Volume License',\r\n properties.licenseProfile.esuProfile.licenseAssignmentState =~ 'Assigned' and properties2.licenseDetails.state =~ 'Deactivated' and properties.licenseProfile.esuProfile.esuKeyState =~ 'Inactive', 'License deactivated',\r\n properties.licenseProfile.esuProfile.licenseAssignmentState =~ 'NotAssigned' and properties.licenseProfile.esuProfile.esuKeyState =~ 'Inactive', 'Not enabled',\r\n 'Unknown'\r\n)\r\n| project name, status, operatingSystem, esuStatus\r\n| summarize count() by esuStatus", + "size": 0, + "title": "Coverage Summary", + "showRefreshButton": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "piechart", + "chartSettings": { + "yAxis": [ + "count_" + ], + "showLegend": true, + "seriesLabelSettings": [ + { + "seriesName": "Not enabled", + "color": "red" + }, + { + "seriesName": "Enabled", + "color": "green" + }, + { + "seriesName": "Enabled by Volume License", + "color": "greenDarkDark" + }, + { + "seriesName": "License deactivated", + "color": "yellow" + } + ] + } + }, + "name": "coverageSummary" + }, + { + "type": 1, + "content": { + "json": "## Review Your Current License Usage\r\n\r\nTo review your current license usage, go to the [Azure Arc](https://ms.portal.azure.com/#view/Microsoft_Azure_ArcCenterUX/ArcCenterMenuBlade/~/usageOverview) resource blade.\r\n\r\n", + "style": "info" + }, + "name": "text - 5" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "parameters": [ + { + "id": "16791a28-f78e-4b26-a2e9-a9fbbda915df", + "version": "KqlParameterItem/1.0", + "name": "eligibleResources", + "label": "View eligible resources?", + "type": 2, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "jsonData": "[\r\n {\"value\":\"Yes\"},\r\n {\"value\":\"No\", \"selected\":true}\r\n]\r\n\r\n", + "timeContext": { + "durationMs": 86400000 + } + }, + { + "id": "e24ddae0-37c5-46a7-b52f-b307baaa6f51", + "version": "KqlParameterItem/1.0", + "name": "eligibleLicenses", + "label": "View eligible licenses?", + "type": 2, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "jsonData": "[\r\n {\"value\":\"Yes\"},\r\n {\"value\":\"No\", \"selected\":true}\r\n]\r\n\r\n", + "timeContext": { + "durationMs": 86400000 + } + } + ], + "style": "pills", + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces" + }, + "name": "parameters - 5" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "title": "Eligible Resources", + "items": [ + { + "type": 1, + "content": { + "json": "Windows Server 2012 or 2012 R2 machines running Arc agent version below 1.34 are ineligible for Extended Security Updates (ESUs). Upgrade to the latest version of the Azure Arc agent to allow enabling ESU on these machines.\r\n\r\n", + "style": "info" + }, + "name": "txtEligibleResources" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "// Run query to see results.\r\nresources\r\n| where type =~ 'microsoft.hybridcompute/machines'\r\n| extend esuEligibility = properties.licenseProfile.esuProfile.esuEligibility\r\n| where esuEligibility =~ \"Eligible\"\r\n| extend agentVersion = tostring(properties.agentVersion)\r\n| extend parsedAgentVersion = parse_version(agentVersion)\r\n| where parsedAgentVersion >= parse_version(\"1.34\")\r\n| extend machineId = tolower(id)\r\n| join kind=leftouter(\r\n resources\r\n | where type =~ \"microsoft.hybridcompute/machines/licenseProfiles\"\r\n | extend machineId = tolower(tostring(trim_end(@\"\\/\\w+\\/(\\w|\\.)+\", id)))\r\n | extend licenseId = tolower(tostring(properties.esuProfile.assignedLicense))\r\n) on $left.machineId == $right.machineId\r\n| join kind=leftouter (\r\n resources\r\n | where type =~ \"microsoft.hybridcompute/licenses\"\r\n | extend licenseId = tolower(id)\r\n) on licenseId\r\n| extend status = case(\r\n properties.status =~ 'Connected', 'Connected',\r\n properties.status =~ 'Disconnected', 'Offline',\r\n properties.status =~ 'Error', 'Error',\r\n properties.status =~ 'Expired', 'Expired',\r\n 'Unknown')\r\n| extend operatingSystem = properties.osSku\r\n| extend esuStatus = case(\r\n (properties.licenseProfile.esuProfile.licenseAssignmentState =~ 'Assigned' and properties2.licenseDetails.state =~ 'Activated'), 'Enabled',\r\n properties.licenseProfile.esuProfile.licenseAssignmentState =~ 'NotAssigned' and properties.licenseProfile.esuProfile.esuKeyState =~ 'Active', 'Enabled by Volume License',\r\n properties.licenseProfile.esuProfile.licenseAssignmentState =~ 'Assigned' and properties2.licenseDetails.state =~ 'Deactivated' and properties.licenseProfile.esuProfile.esuKeyState =~ 'Inactive', 'License deactivated',\r\n properties.licenseProfile.esuProfile.licenseAssignmentState =~ 'NotAssigned' and properties.licenseProfile.esuProfile.esuKeyState =~ 'Inactive', 'Not enabled',\r\n 'Unknown'\r\n)\r\n| extend esuStatusIcon = case(\r\n (properties.licenseProfile.esuProfile.licenseAssignmentState =~ 'Assigned' and properties2.licenseDetails.state =~ 'Activated'), '8',\r\n properties.licenseProfile.esuProfile.licenseAssignmentState =~ 'NotAssigned' and properties.licenseProfile.esuProfile.esuKeyState =~ 'Active', '9',\r\n properties.licenseProfile.esuProfile.licenseAssignmentState =~ 'Assigned' and properties2.licenseDetails.state =~ 'Deactivated' and properties.licenseProfile.esuProfile.esuKeyState =~ 'Inactive', '9',\r\n properties.licenseProfile.esuProfile.licenseAssignmentState =~ 'NotAssigned' or properties.licenseProfile.esuProfile.esuKeyState =~ 'Inactive', '7',\r\n '91'\r\n)\r\n| project name, status, resourceGroup, subscriptionId, operatingSystem, id, type, location, kind, tags, esuStatus, esuStatusIcon, agentVersion\r\n| extend subscriptionDisplayName=case(subscriptionId =~ 'e75c95f3-27b4-410f-a40e-2b9153a807dd','AEther Dev',subscriptionId =~ '823ca539-d44d-43ee-8dc8-023fd4f27396','AIOps_FailureSimulation_DevTest',subscriptionId =~ 'b2a328a7-ffff-4c09-b643-a4758cf170bc','AISC-DEV-02',subscriptionId =~ 'eef8b6d5-94da-4b36-9327-a662f2674efb','AISC-EngSys-01',subscriptionId =~ 'e0fd569c-e34a-4249-8c24-e8d723c7f054','AML - Responsible AI R&D',subscriptionId =~ 'f1d79e73-f8e3-4b10-bfdb-4207ca0723ed','AML Infra - Engineering System',subscriptionId =~ 'dad45786-32e5-4ef3-b90e-8e0838fbadb6','AnE.ExP.NonProduction',subscriptionId =~ '017ad81c-b730-4564-9109-9b763243a9a6','Anomaly Real Time-DevTest',subscriptionId =~ 'e686ef8c-d35d-4e9b-92f8-caaaa7948c0a','Applied Sciences Group Dev',subscriptionId =~ '6e967edb-425b-4a33-ae98-f1d2c509dda3','Arc enabled Infrastructure - Demo',subscriptionId =~ '710c6ed8-d8d9-4c51-b100-dc4d9e10dd18','ARC-ESU-TESTING-03',subscriptionId =~ '2145a411-d149-4010-84d4-40fe8a55db44','ARM Test Environment',subscriptionId =~ 'e2a8a7b3-cb7a-4930-9c79-2b0eb7bf843c','ASZ_Lab_Hardware_Dev_1',subscriptionId =~ '4c33a6bb-d566-4d0b-8951-00b55a91fba8','AzPIESecurity-DEV-Apple',subscriptionId =~ 'b65b516b-415b-4c68-a254-bfa7411275f8','Azure CloudES CDP ER - Test',subscriptionId =~ '6785ea1f-ac40-4244-a9ce-94b12fd832ca','Azure Migrate Demo Subscription',subscriptionId =~ '8c3c936a-c09b-4de3-830b-3f5f244d72e9','Azure Migrate Program Management Team',subscriptionId =~ '432a7068-99ae-4975-ad38-d96b71172cdf','Azure Profiler - Testing',subscriptionId =~ 'caffe3c0-acbd-4d01-af76-a45f421bfb64','Azure_Base_LivesiteArmory_test',subscriptionId =~ 'a1920ebd-59b7-4f19-af9f-5e80599e88e4','Babel',subscriptionId =~ 'b43a6159-1bea-4fa2-9407-e875fdc0ff55','BAP IA EU Schrems (P)',subscriptionId =~ 'ae71ef11-a03f-4b4f-a0e6-ef144727c711','Bing MM Measurement',subscriptionId =~ '8ef80208-601f-4c83-802e-751d211745f9','CloudAnalytics_Prod1',subscriptionId =~ 'f7b4a5ce-d3bd-4a03-84fe-8bcad772c8c1','Cog Services Computer Vision',subscriptionId =~ '38dbd059-bd26-4172-af17-bcc5a00744de','Core-ES-STREAM-DeXDI',subscriptionId =~ '87e8a61c-4832-4cfe-8b72-c12554f2309a','Cosmos_C&E_Azure_Azure Resource Manager_100424',subscriptionId =~ '8c4b5b03-3b24-4ed0-91f5-a703cd91b412','Cosmos_C&E_Azure_AzureEngineeringSystems_100200',subscriptionId =~ 'b988efc7-1bc8-4a73-b4a2-5ad864580250','Cosmos_C&E_DPG_Big Data_100036',subscriptionId =~ '6121bf73-2dc9-47ac-8b6a-c6ae4b88ef39','Cost Management PM',subscriptionId =~ '44074499-ad9f-45b9-9b0b-f594f8736a45','CSX-WSD-CFE-TNT-QPP',subscriptionId =~ '3cd01953-be46-4f9b-a4e0-26f19f428765','CSX-WSD-CFE-TNT-TOOLKITHUB',subscriptionId =~ '60214a3c-65a2-46f8-8b32-f959f2454106','Data Pillar Security Tooling',subscriptionId =~ 'f7c445af-a4de-4264-9e87-3196d6bc384d','Efficiency Pack Services (MSIT)',subscriptionId =~ '86f010b8-6473-4cb9-90c1-671c74faa4ee','emilyzhu dev subscription',subscriptionId =~ 'f3326bfd-5406-4136-a835-f64ccbfd9050','FTK @ MS',subscriptionId =~ 'd2c9544f-4329-4642-b73d-020e7fef844f','HPCScrub1',subscriptionId =~ 'bac420ed-c6fc-4a05-8ac1-8c0c52da1d6e','IDEAs MS Reporting',subscriptionId =~ '3cd95ff9-ac62-4b5c-8240-0cd046687ea0','Internal App Insights Resources for Perflens',subscriptionId =~ 'a386d5ea-ea90-441a-8263-d816368c84a1','IOT_PLATFORM_UPX_TEST',subscriptionId =~ '6a0ab98c-24d4-4131-8cd7-0a78bfce58f5','ITSM Integration - Production - New',subscriptionId =~ '13723929-6644-4060-a50a-cc38ebc5e8b1','LinuxMdsd Test',subscriptionId =~ '98b02a69-28a5-4ee7-a622-cd69c7a59c4e','Marvel Intelligence Model Training Subscription',subscriptionId =~ '1278a874-89fc-418c-b6b9-ac763b000415','Microsoft Azure Internal Consumption (nbrady)',subscriptionId =~ '29de2cfc-f00a-43bb-bdc8-3108795bd282','MSFT-Modern Device-Modern Mgmt-Imaging00',subscriptionId =~ '54b875cc-a81a-4914-8bfd-1a36bc7ddf4d','MSFT-WindowsVirtualDesktop-01',subscriptionId =~ '4dc2cd39-7a89-43d8-bebe-8bb501359891','Observability_AzMon_Grafana_Dev',subscriptionId =~ 'a471d615-ff98-4e80-b375-a19543d4691e','ODC-OneBox-Resources',subscriptionId =~ '1163fbbe-27e7-4b0f-8466-195fe5417043','Python_AI_Tools_PM_Team_Sub (jbinder)',subscriptionId =~ '3905431d-c062-4c17-8fd9-c51f89f334c4','Pytorch Build',subscriptionId =~ '3f577935-3138-4d07-86b3-75651b696483','Responsible & OpenAi Research',subscriptionId =~ '0f301386-8979-4981-acca-973d553078e7','Scope Team Test Subscription',subscriptionId =~ '1b0a5c20-7373-41a2-8fec-7364cceb7bbf','Services Hub Demo Open',subscriptionId =~ 'e72e5254-f265-4e95-9bd2-9ee8e7329051','Speech Services - DEV - SDK (carbon)',subscriptionId =~ 'a1c3dc6b-8630-4bb7-a29e-4ed4407c329b','Speech Services - EXP2',subscriptionId =~ '736af2bf-9fcb-4145-a19b-5b30b2b8949d','Trey International UK',subscriptionId =~ '51f73f67-1f29-4120-863e-dd315f743fc1','Trey Partner Lab 2',subscriptionId =~ '9ec51cfd-5ca7-4d76-8101-dd0a4abc5674','Trey Research Corporate',subscriptionId =~ '73c0021f-a37d-433f-8baa-7450cb54eea6','Trey Research Finance',subscriptionId =~ 'ed570627-0265-4620-bb42-bae06bcfa914','Trey Research IT',subscriptionId =~ '64e355d7-997c-491d-b0c1-8414dccfcf42','Trey Research R&D Playground',subscriptionId =~ '586f1d47-9dd9-43d5-b196-6e28f8405ff8','Trey Research R&D Production',subscriptionId =~ '9ec1d932-0f3f-486c-acc6-e7d78b358f9b','TScience',subscriptionId =~ '79f57c16-00fe-48da-87d4-5192e86cd047','TScienceGPU',subscriptionId =~ 'bac044cf-49e1-4843-8dda-1ce9662606c8','UI Fabric',subscriptionId =~ '6760347d-9ffe-41a9-ba11-c139dcea5ce6','xt-teams-migration-dev',subscriptionId =~ '45f9252d-e27e-4ed8-ab4e-dc5054de13fa','Contoso IT - Retail - Prod',subscriptionId)\r\n| where (type !~ ('dell.storage/filesystems'))\r\n| where (type !~ ('arizeai.observabilityeval/organizations'))\r\n| where (type !~ ('lambdatest.hyperexecute/organizations'))\r\n| where (type !~ ('pinecone.vectordb/organizations'))\r\n| where (type !~ ('microsoft.weightsandbiases/instances'))\r\n| where (type !~ ('purestorage.block/storagepools/avsstoragecontainers'))\r\n| where (type !~ ('purestorage.block/reservations'))\r\n| where (type !~ ('purestorage.block/storagepools'))\r\n| where (type !~ ('solarwinds.observability/organizations'))\r\n| where (type !~ ('splitio.experimentation/experimentationworkspaces'))\r\n| where (type !~ ('microsoft.agfoodplatform/farmbeats'))\r\n| where (type !~ ('microsoft.appsecurity/policies'))\r\n| where (type !~ ('microsoft.arc/all'))\r\n| where (type !~ ('microsoft.arc/allfairfax'))\r\n| where (type !~ ('microsoft.cdn/profiles/customdomains'))\r\n| where (type !~ ('microsoft.cdn/profiles/afdendpoints'))\r\n| where (type !~ ('microsoft.cdn/profiles/origingroups/origins'))\r\n| where (type !~ ('microsoft.cdn/profiles/origingroups'))\r\n| where (type !~ ('microsoft.cdn/profiles/afdendpoints/routes'))\r\n| where (type !~ ('microsoft.cdn/profiles/rulesets/rules'))\r\n| where (type !~ ('microsoft.cdn/profiles/rulesets'))\r\n| where (type !~ ('microsoft.cdn/profiles/secrets'))\r\n| where (type !~ ('microsoft.cdn/profiles/securitypolicies'))\r\n| where (type !~ ('microsoft.chaos/privateaccesses'))\r\n| where (type !~ ('microsoft.sovereign/transparencylogs'))\r\n| where (type !~ ('microsoft.sovereign/landingzoneconfigurations'))\r\n| where (type !~ ('microsoft.hardwaresecuritymodules/cloudhsmclusters'))\r\n| where (type !~ ('microsoft.compute/computefleetinstances'))\r\n| where (type !~ ('microsoft.compute/standbypoolinstance'))\r\n| where (type !~ ('microsoft.compute/virtualmachineflexinstances'))\r\n| where (type !~ ('microsoft.kubernetesconfiguration/extensions'))\r\n| where (type !~ ('microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/extensions'))\r\n| where (type !~ ('microsoft.kubernetes/connectedclusters/microsoft.kubernetesconfiguration/namespaces'))\r\n| where (type !~ ('microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/namespaces'))\r\n| where (type !~ ('microsoft.kubernetes/connectedclusters/microsoft.kubernetesconfiguration/fluxconfigurations'))\r\n| where (type !~ ('microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/fluxconfigurations'))\r\n| where (type !~ ('microsoft.portalservices/extensions/deployments'))\r\n| where (type !~ ('microsoft.portalservices/extensions'))\r\n| where (type !~ ('microsoft.portalservices/extensions/slots'))\r\n| where (type !~ ('microsoft.portalservices/extensions/versions'))\r\n| where (type !~ ('microsoft.datacollaboration/workspaces'))\r\n| where (type !~ ('microsoft.deviceregistry/devices'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/activedeployments'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/agents'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/deployments'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/deviceclasses'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/updates'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts'))\r\n| where (type !~ ('private.devtunnels/tunnelplans'))\r\n| where (type !~ ('private.easm/workspaces'))\r\n| where (type !~ ('microsoft.edgeorder/virtual_orderitems'))\r\n| where (type !~ ('microsoft.workloads/epicvirtualinstances'))\r\n| where (type !~ ('microsoft.fairfieldgardens/provisioningresources/provisioningpolicies'))\r\n| where (type !~ ('microsoft.fairfieldgardens/provisioningresources'))\r\n| where (type !~ ('microsoft.healthmodel/healthmodels'))\r\n| where (type !~ ('microsoft.hybridcompute/arcserverwithwac'))\r\n| where (type !~ ('microsoft.hybridcompute/machinessovereign'))\r\n| where (type !~ ('microsoft.hybridcompute/machinespaygo'))\r\n| where (type !~ ('microsoft.hybridcompute/machinessoftwareassurance'))\r\n| where (type !~ ('microsoft.network/virtualhubs')) or ((kind =~ ('routeserver')))\r\n| where (type !~ ('microsoft.network/networkvirtualappliances'))\r\n| where (type !~ ('microsoft.devhub/iacprofiles'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/files'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/filerequests'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/licenses'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/connectors'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/sharedstorages'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/storages'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/workloads'))\r\n| where (type !~ ('microsoft.insights/diagnosticsettings'))\r\n| where not((type =~ ('microsoft.network/serviceendpointpolicies')) and ((kind =~ ('internal'))))\r\n| where (type !~ ('microsoft.resources/resourcegraphvisualizer'))\r\n| where (type !~ ('microsoft.iotoperationsmq/mq'))\r\n| where (type !~ ('microsoft.orbital/cloudaccessrouters'))\r\n| where (type !~ ('microsoft.orbital/terminals'))\r\n| where (type !~ ('microsoft.orbital/sdwancontrollers'))\r\n| where (type !~ ('microsoft.orbital/geocatalogs'))\r\n| where (type !~ ('microsoft.recommendationsservice/accounts/modeling'))\r\n| where (type !~ ('microsoft.recommendationsservice/accounts/serviceendpoints'))\r\n| where (type !~ ('microsoft.recoveryservicesbvtd/vaults'))\r\n| where (type !~ ('microsoft.recoveryservicesbvtd2/vaults'))\r\n| where (type !~ ('microsoft.recoveryservicesintd/vaults'))\r\n| where (type !~ ('microsoft.recoveryservicesintd2/vaults'))\r\n| where (type !~ ('microsoft.resources/deletedresources'))\r\n| where (type !~ ('microsoft.deploymentmanager/rollouts'))\r\n| where (type !~ ('microsoft.features/featureprovidernamespaces/featureconfigurations'))\r\n| where (type !~ ('microsoft.saashub/cloudservices/hidden'))\r\n| where (type !~ ('microsoft.providerhub/providerregistrations'))\r\n| where (type !~ ('microsoft.providerhub/providerregistrations/customrollouts'))\r\n| where (type !~ ('microsoft.providerhub/providerregistrations/defaultrollouts'))\r\n| where (type !~ ('microsoft.edge/configurations'))\r\n| where not((type =~ ('microsoft.synapse/workspaces/sqlpools')) and ((kind =~ ('v3'))))\r\n| where (type !~ ('microsoft.mission/approvals'))\r\n| where (type !~ ('microsoft.mission/catalogs'))\r\n| where (type !~ ('microsoft.mission/communities'))\r\n| where (type !~ ('microsoft.mission/communities/communityendpoints'))\r\n| where (type !~ ('microsoft.mission/enclaveconnections'))\r\n| where (type !~ ('microsoft.mission/virtualenclaves/enclaveendpoints'))\r\n| where (type !~ ('microsoft.mission/communities/transithubs'))\r\n| where (type !~ ('microsoft.mission/virtualenclaves'))\r\n| where (type !~ ('microsoft.mission/virtualenclaves/workloads'))\r\n| where (type !~ ('microsoft.workloads/insights'))\r\n| where (type !~ ('microsoft.hanaonazure/sapmonitors'))\r\n| where (type !~ ('microsoft.cloudhealth/healthmodels'))\r\n| where (type !~ ('microsoft.connectedcache/enterprisemcccustomers/enterprisemcccachenodes'))\r\n| where not((type =~ ('microsoft.sql/servers/databases')) and ((kind in~ ('system','v2.0,system','v12.0,system','v12.0,system,serverless','v12.0,user,datawarehouse,gen2,analytics'))))\r\n| where not((type =~ ('microsoft.sql/servers')) and ((kind =~ ('v12.0,analytics'))))\r\n| where (type in~ ('Microsoft.HybridCompute/machinesEsu','Microsoft.HybridCompute/machines'))\r\n| project name,esuStatus,esuStatusIcon,operatingSystem,resourceGroup,subscriptionDisplayName,status,type,id,kind,location,subscriptionId,tags\r\n| sort by (tolower(tostring(name))) asc", + "size": 0, + "title": "Eligible resources", + "noDataMessage": "There are no eligible resources.", + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "esuStatusIcon", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "7", + "representation": "4", + "text": "" + }, + { + "operator": "==", + "thresholdValue": "9", + "representation": "warning", + "text": "" + }, + { + "operator": "==", + "thresholdValue": "8", + "representation": "success", + "text": "" + }, + { + "operator": "==", + "thresholdValue": "91", + "representation": "unknown", + "text": "{0}{1}" + }, + { + "sourceColumn": "esuStatus", + "operator": "Default", + "thresholdValue": null, + "representation": "unknown", + "text": "" + } + ] + } + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "eligibleResources", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "arcResources" + } + ] + }, + "conditionalVisibility": { + "parameterName": "eligibleResources", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "group-eligibleResources" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "title": "Eligible licenses", + "items": [ + { + "type": 1, + "content": { + "json": "Keep in mind, subscription read permissions are required to give accurate core count and usage information for your ESU licenses. Physical core based licenses are subject to different licensing guidelines and are excluded from this view.[Learn more.](https://learn.microsoft.com/azure/azure-arc/servers/license-extended-security-updates)", + "style": "info" + }, + "name": "txtLearnMoreLicense" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "// Run query to see results.\r\nresources\r\n| where type =~ \"microsoft.hybridcompute/licenses\"\r\n| extend sku = properties.licenseDetails.edition\r\n| extend totalCores = properties.licenseDetails.processors\r\n| extend coreType = case(\r\n properties.licenseDetails.type =~ 'vCore','Virtual core',\r\n properties.licenseDetails.type =~ 'pCore','Physical core',\r\n 'Unknown'\r\n)\r\n| extend statusIcon = case(\r\n properties.licenseDetails.state =~ 'Activated', '8',\r\n properties.licenseDetails.state =~ 'Deactivated', '7',\r\n '91'\r\n)\r\n| extend status = case(\r\n properties.licenseDetails.state =~ 'Activated', 'Activated',\r\n properties.licenseDetails.state =~ 'Deactivated','Deactivated',\r\n 'Unknown'\r\n)\r\n| extend licenseId = tolower(tostring(id)) // Depending on what is stored in license profile, might have to get the immutableId instead\r\n| join kind=leftouter(\r\n resources\r\n | where type =~ \"microsoft.hybridcompute/machines/licenseProfiles\"\r\n | extend machineId = tolower(tostring(trim_end(@\"\\/\\w+\\/(\\w|\\.)+\", id)))\r\n | extend licenseId = tolower(tostring(properties.esuProfile.assignedLicense))\r\n | summarize resources = count() by licenseId\r\n) on licenseId // Get count of license profile per license, a license profile is created for each machine that is assigned a license\r\n| extend resources = iff(isnull(resources), 0, resources)\r\n| project id, name, type, location, subscriptionId, resourceGroup, kind, tags, extendedLocation, sku, totalCores, coreType, status, statusIcon, resources\r\n| extend subscriptionDisplayName=case(subscriptionId =~ 'e75c95f3-27b4-410f-a40e-2b9153a807dd','AEther Dev',subscriptionId =~ '823ca539-d44d-43ee-8dc8-023fd4f27396','AIOps_FailureSimulation_DevTest',subscriptionId =~ 'b2a328a7-ffff-4c09-b643-a4758cf170bc','AISC-DEV-02',subscriptionId =~ 'eef8b6d5-94da-4b36-9327-a662f2674efb','AISC-EngSys-01',subscriptionId =~ 'e0fd569c-e34a-4249-8c24-e8d723c7f054','AML - Responsible AI R&D',subscriptionId =~ 'f1d79e73-f8e3-4b10-bfdb-4207ca0723ed','AML Infra - Engineering System',subscriptionId =~ 'dad45786-32e5-4ef3-b90e-8e0838fbadb6','AnE.ExP.NonProduction',subscriptionId =~ '017ad81c-b730-4564-9109-9b763243a9a6','Anomaly Real Time-DevTest',subscriptionId =~ 'e686ef8c-d35d-4e9b-92f8-caaaa7948c0a','Applied Sciences Group Dev',subscriptionId =~ '6e967edb-425b-4a33-ae98-f1d2c509dda3','Arc enabled Infrastructure - Demo',subscriptionId =~ '710c6ed8-d8d9-4c51-b100-dc4d9e10dd18','ARC-ESU-TESTING-03',subscriptionId =~ '2145a411-d149-4010-84d4-40fe8a55db44','ARM Test Environment',subscriptionId =~ 'e2a8a7b3-cb7a-4930-9c79-2b0eb7bf843c','ASZ_Lab_Hardware_Dev_1',subscriptionId =~ '4c33a6bb-d566-4d0b-8951-00b55a91fba8','AzPIESecurity-DEV-Apple',subscriptionId =~ 'b65b516b-415b-4c68-a254-bfa7411275f8','Azure CloudES CDP ER - Test',subscriptionId =~ '6785ea1f-ac40-4244-a9ce-94b12fd832ca','Azure Migrate Demo Subscription',subscriptionId =~ '8c3c936a-c09b-4de3-830b-3f5f244d72e9','Azure Migrate Program Management Team',subscriptionId =~ '432a7068-99ae-4975-ad38-d96b71172cdf','Azure Profiler - Testing',subscriptionId =~ 'caffe3c0-acbd-4d01-af76-a45f421bfb64','Azure_Base_LivesiteArmory_test',subscriptionId =~ 'a1920ebd-59b7-4f19-af9f-5e80599e88e4','Babel',subscriptionId =~ 'b43a6159-1bea-4fa2-9407-e875fdc0ff55','BAP IA EU Schrems (P)',subscriptionId =~ 'ae71ef11-a03f-4b4f-a0e6-ef144727c711','Bing MM Measurement',subscriptionId =~ '8ef80208-601f-4c83-802e-751d211745f9','CloudAnalytics_Prod1',subscriptionId =~ 'f7b4a5ce-d3bd-4a03-84fe-8bcad772c8c1','Cog Services Computer Vision',subscriptionId =~ '38dbd059-bd26-4172-af17-bcc5a00744de','Core-ES-STREAM-DeXDI',subscriptionId =~ '87e8a61c-4832-4cfe-8b72-c12554f2309a','Cosmos_C&E_Azure_Azure Resource Manager_100424',subscriptionId =~ '8c4b5b03-3b24-4ed0-91f5-a703cd91b412','Cosmos_C&E_Azure_AzureEngineeringSystems_100200',subscriptionId =~ 'b988efc7-1bc8-4a73-b4a2-5ad864580250','Cosmos_C&E_DPG_Big Data_100036',subscriptionId =~ '6121bf73-2dc9-47ac-8b6a-c6ae4b88ef39','Cost Management PM',subscriptionId =~ '44074499-ad9f-45b9-9b0b-f594f8736a45','CSX-WSD-CFE-TNT-QPP',subscriptionId =~ '3cd01953-be46-4f9b-a4e0-26f19f428765','CSX-WSD-CFE-TNT-TOOLKITHUB',subscriptionId =~ '60214a3c-65a2-46f8-8b32-f959f2454106','Data Pillar Security Tooling',subscriptionId =~ 'f7c445af-a4de-4264-9e87-3196d6bc384d','Efficiency Pack Services (MSIT)',subscriptionId =~ '86f010b8-6473-4cb9-90c1-671c74faa4ee','emilyzhu dev subscription',subscriptionId =~ 'f3326bfd-5406-4136-a835-f64ccbfd9050','FTK @ MS',subscriptionId =~ 'd2c9544f-4329-4642-b73d-020e7fef844f','HPCScrub1',subscriptionId =~ 'bac420ed-c6fc-4a05-8ac1-8c0c52da1d6e','IDEAs MS Reporting',subscriptionId =~ '3cd95ff9-ac62-4b5c-8240-0cd046687ea0','Internal App Insights Resources for Perflens',subscriptionId =~ 'a386d5ea-ea90-441a-8263-d816368c84a1','IOT_PLATFORM_UPX_TEST',subscriptionId =~ '6a0ab98c-24d4-4131-8cd7-0a78bfce58f5','ITSM Integration - Production - New',subscriptionId =~ '13723929-6644-4060-a50a-cc38ebc5e8b1','LinuxMdsd Test',subscriptionId =~ '98b02a69-28a5-4ee7-a622-cd69c7a59c4e','Marvel Intelligence Model Training Subscription',subscriptionId =~ '1278a874-89fc-418c-b6b9-ac763b000415','Microsoft Azure Internal Consumption (nbrady)',subscriptionId =~ '29de2cfc-f00a-43bb-bdc8-3108795bd282','MSFT-Modern Device-Modern Mgmt-Imaging00',subscriptionId =~ '54b875cc-a81a-4914-8bfd-1a36bc7ddf4d','MSFT-WindowsVirtualDesktop-01',subscriptionId =~ '4dc2cd39-7a89-43d8-bebe-8bb501359891','Observability_AzMon_Grafana_Dev',subscriptionId =~ 'a471d615-ff98-4e80-b375-a19543d4691e','ODC-OneBox-Resources',subscriptionId =~ '1163fbbe-27e7-4b0f-8466-195fe5417043','Python_AI_Tools_PM_Team_Sub (jbinder)',subscriptionId =~ '3905431d-c062-4c17-8fd9-c51f89f334c4','Pytorch Build',subscriptionId =~ '3f577935-3138-4d07-86b3-75651b696483','Responsible & OpenAi Research',subscriptionId =~ '0f301386-8979-4981-acca-973d553078e7','Scope Team Test Subscription',subscriptionId =~ '1b0a5c20-7373-41a2-8fec-7364cceb7bbf','Services Hub Demo Open',subscriptionId =~ 'e72e5254-f265-4e95-9bd2-9ee8e7329051','Speech Services - DEV - SDK (carbon)',subscriptionId =~ 'a1c3dc6b-8630-4bb7-a29e-4ed4407c329b','Speech Services - EXP2',subscriptionId =~ '736af2bf-9fcb-4145-a19b-5b30b2b8949d','Trey International UK',subscriptionId =~ '51f73f67-1f29-4120-863e-dd315f743fc1','Trey Partner Lab 2',subscriptionId =~ '9ec51cfd-5ca7-4d76-8101-dd0a4abc5674','Trey Research Corporate',subscriptionId =~ '73c0021f-a37d-433f-8baa-7450cb54eea6','Trey Research Finance',subscriptionId =~ 'ed570627-0265-4620-bb42-bae06bcfa914','Trey Research IT',subscriptionId =~ '64e355d7-997c-491d-b0c1-8414dccfcf42','Trey Research R&D Playground',subscriptionId =~ '586f1d47-9dd9-43d5-b196-6e28f8405ff8','Trey Research R&D Production',subscriptionId =~ '9ec1d932-0f3f-486c-acc6-e7d78b358f9b','TScience',subscriptionId =~ '79f57c16-00fe-48da-87d4-5192e86cd047','TScienceGPU',subscriptionId =~ 'bac044cf-49e1-4843-8dda-1ce9662606c8','UI Fabric',subscriptionId =~ '6760347d-9ffe-41a9-ba11-c139dcea5ce6','xt-teams-migration-dev',subscriptionId =~ '45f9252d-e27e-4ed8-ab4e-dc5054de13fa','Contoso IT - Retail - Prod',subscriptionId)\r\n| where (type !~ ('dell.storage/filesystems'))\r\n| where (type !~ ('arizeai.observabilityeval/organizations'))\r\n| where (type !~ ('lambdatest.hyperexecute/organizations'))\r\n| where (type !~ ('pinecone.vectordb/organizations'))\r\n| where (type !~ ('microsoft.weightsandbiases/instances'))\r\n| where (type !~ ('purestorage.block/storagepools/avsstoragecontainers'))\r\n| where (type !~ ('purestorage.block/reservations'))\r\n| where (type !~ ('purestorage.block/storagepools'))\r\n| where (type !~ ('solarwinds.observability/organizations'))\r\n| where (type !~ ('splitio.experimentation/experimentationworkspaces'))\r\n| where (type !~ ('microsoft.agfoodplatform/farmbeats'))\r\n| where (type !~ ('microsoft.appsecurity/policies'))\r\n| where (type !~ ('microsoft.arc/all'))\r\n| where (type !~ ('microsoft.arc/allfairfax'))\r\n| where (type !~ ('microsoft.cdn/profiles/customdomains'))\r\n| where (type !~ ('microsoft.cdn/profiles/afdendpoints'))\r\n| where (type !~ ('microsoft.cdn/profiles/origingroups/origins'))\r\n| where (type !~ ('microsoft.cdn/profiles/origingroups'))\r\n| where (type !~ ('microsoft.cdn/profiles/afdendpoints/routes'))\r\n| where (type !~ ('microsoft.cdn/profiles/rulesets/rules'))\r\n| where (type !~ ('microsoft.cdn/profiles/rulesets'))\r\n| where (type !~ ('microsoft.cdn/profiles/secrets'))\r\n| where (type !~ ('microsoft.cdn/profiles/securitypolicies'))\r\n| where (type !~ ('microsoft.chaos/privateaccesses'))\r\n| where (type !~ ('microsoft.sovereign/transparencylogs'))\r\n| where (type !~ ('microsoft.sovereign/landingzoneconfigurations'))\r\n| where (type !~ ('microsoft.hardwaresecuritymodules/cloudhsmclusters'))\r\n| where (type !~ ('microsoft.compute/computefleetinstances'))\r\n| where (type !~ ('microsoft.compute/standbypoolinstance'))\r\n| where (type !~ ('microsoft.compute/virtualmachineflexinstances'))\r\n| where (type !~ ('microsoft.kubernetesconfiguration/extensions'))\r\n| where (type !~ ('microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/extensions'))\r\n| where (type !~ ('microsoft.kubernetes/connectedclusters/microsoft.kubernetesconfiguration/namespaces'))\r\n| where (type !~ ('microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/namespaces'))\r\n| where (type !~ ('microsoft.kubernetes/connectedclusters/microsoft.kubernetesconfiguration/fluxconfigurations'))\r\n| where (type !~ ('microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/fluxconfigurations'))\r\n| where (type !~ ('microsoft.portalservices/extensions/deployments'))\r\n| where (type !~ ('microsoft.portalservices/extensions'))\r\n| where (type !~ ('microsoft.portalservices/extensions/slots'))\r\n| where (type !~ ('microsoft.portalservices/extensions/versions'))\r\n| where (type !~ ('microsoft.datacollaboration/workspaces'))\r\n| where (type !~ ('microsoft.deviceregistry/devices'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/activedeployments'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/agents'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/deployments'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/deviceclasses'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/updates'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts'))\r\n| where (type !~ ('private.devtunnels/tunnelplans'))\r\n| where (type !~ ('private.easm/workspaces'))\r\n| where (type !~ ('microsoft.edgeorder/virtual_orderitems'))\r\n| where (type !~ ('microsoft.workloads/epicvirtualinstances'))\r\n| where (type !~ ('microsoft.fairfieldgardens/provisioningresources/provisioningpolicies'))\r\n| where (type !~ ('microsoft.fairfieldgardens/provisioningresources'))\r\n| where (type !~ ('microsoft.healthmodel/healthmodels'))\r\n| where (type !~ ('microsoft.hybridcompute/arcserverwithwac'))\r\n| where (type !~ ('microsoft.hybridcompute/machinessovereign'))\r\n| where (type !~ ('microsoft.hybridcompute/machinesesu'))\r\n| where (type !~ ('microsoft.hybridcompute/machinespaygo'))\r\n| where (type !~ ('microsoft.hybridcompute/machinessoftwareassurance'))\r\n| where (type !~ ('microsoft.network/virtualhubs')) or ((kind =~ ('routeserver')))\r\n| where (type !~ ('microsoft.network/networkvirtualappliances'))\r\n| where (type !~ ('microsoft.devhub/iacprofiles'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/files'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/filerequests'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/licenses'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/connectors'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/sharedstorages'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/storages'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/workloads'))\r\n| where (type !~ ('microsoft.insights/diagnosticsettings'))\r\n| where not((type =~ ('microsoft.network/serviceendpointpolicies')) and ((kind =~ ('internal'))))\r\n| where (type !~ ('microsoft.resources/resourcegraphvisualizer'))\r\n| where (type !~ ('microsoft.iotoperationsmq/mq'))\r\n| where (type !~ ('microsoft.orbital/cloudaccessrouters'))\r\n| where (type !~ ('microsoft.orbital/terminals'))\r\n| where (type !~ ('microsoft.orbital/sdwancontrollers'))\r\n| where (type !~ ('microsoft.orbital/geocatalogs'))\r\n| where (type !~ ('microsoft.recommendationsservice/accounts/modeling'))\r\n| where (type !~ ('microsoft.recommendationsservice/accounts/serviceendpoints'))\r\n| where (type !~ ('microsoft.recoveryservicesbvtd/vaults'))\r\n| where (type !~ ('microsoft.recoveryservicesbvtd2/vaults'))\r\n| where (type !~ ('microsoft.recoveryservicesintd/vaults'))\r\n| where (type !~ ('microsoft.recoveryservicesintd2/vaults'))\r\n| where (type !~ ('microsoft.resources/deletedresources'))\r\n| where (type !~ ('microsoft.deploymentmanager/rollouts'))\r\n| where (type !~ ('microsoft.features/featureprovidernamespaces/featureconfigurations'))\r\n| where (type !~ ('microsoft.saashub/cloudservices/hidden'))\r\n| where (type !~ ('microsoft.providerhub/providerregistrations'))\r\n| where (type !~ ('microsoft.providerhub/providerregistrations/customrollouts'))\r\n| where (type !~ ('microsoft.providerhub/providerregistrations/defaultrollouts'))\r\n| where (type !~ ('microsoft.edge/configurations'))\r\n| where not((type =~ ('microsoft.synapse/workspaces/sqlpools')) and ((kind =~ ('v3'))))\r\n| where (type !~ ('microsoft.mission/approvals'))\r\n| where (type !~ ('microsoft.mission/catalogs'))\r\n| where (type !~ ('microsoft.mission/communities'))\r\n| where (type !~ ('microsoft.mission/communities/communityendpoints'))\r\n| where (type !~ ('microsoft.mission/enclaveconnections'))\r\n| where (type !~ ('microsoft.mission/virtualenclaves/enclaveendpoints'))\r\n| where (type !~ ('microsoft.mission/communities/transithubs'))\r\n| where (type !~ ('microsoft.mission/virtualenclaves'))\r\n| where (type !~ ('microsoft.mission/virtualenclaves/workloads'))\r\n| where (type !~ ('microsoft.workloads/insights'))\r\n| where (type !~ ('microsoft.hanaonazure/sapmonitors'))\r\n| where (type !~ ('microsoft.cloudhealth/healthmodels'))\r\n| where (type !~ ('microsoft.connectedcache/enterprisemcccustomers/enterprisemcccachenodes'))\r\n| where not((type =~ ('microsoft.sql/servers/databases')) and ((kind in~ ('system','v2.0,system','v12.0,system','v12.0,system,serverless','v12.0,user,datawarehouse,gen2,analytics'))))\r\n| where not((type =~ ('microsoft.sql/servers')) and ((kind =~ ('v12.0,analytics'))))\r\n| project name,sku,totalCores,coreType,status,statusIcon,resources,id,resourceGroup,subscriptionDisplayName,type,kind,location,subscriptionId,tags\r\n| sort by (tolower(tostring(name))) asc", + "size": 0, + "title": "Eligible licenses", + "noDataMessage": "There are no eligible licenses.", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ] + }, + "conditionalVisibility": { + "parameterName": "eligibleLicenses", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "arclicenses" + } + ] + }, + "conditionalVisibility": { + "parameterName": "eligibleLicenses", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "group-eligibleLicenses" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "windowsEsu" + }, + "name": "group-Esu" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "title": "Windows Server Management enabled by Azure Arc", + "items": [ + { + "type": 1, + "content": { + "json": "## Benefits of Windows Server Management with Azure Arc\r\n\r\nWindows Server Management enabled by Azure Arc offers customers with Windows Server licenses that have active Software Assurances or Windows Server licenses that are active subscription licenses a few benefits, including access to Azure Update Management, Azure Change Tracking and Inventory and Windwos best practices assessment. FOr the full list of benefits, visit [Windows Server Management enabled by Azure Arc.](https://learn.microsoft.com/azure/azure-arc/servers/windows-server-management-overview?tabs=portal)\r\n\r\n", + "style": "info" + }, + "name": "text - 5" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "// Run query to see results.\r\nresources\r\n| where type =~ \"microsoft.hybridcompute/machines\" and isempty(kind)\r\n| extend status = properties.status\r\n| extend operatingSystem = properties.osSku\r\n| where properties.osType =~ 'windows'\r\n| extend licenseProfile = properties.licenseProfile\r\n| extend licenseStatus = tostring(licenseProfile.licenseStatus)\r\n| extend licenseChannel = tostring(licenseProfile.licenseChannel)\r\n| extend productSubscriptionStatus = tostring(licenseProfile.productProfile.subscriptionStatus)\r\n| extend softwareAssurance = licenseProfile.softwareAssurance\r\n| extend softwareAssuranceCustomer = licenseProfile.softwareAssurance.softwareAssuranceCustomer\r\n| extend benefitsStatus = case(\r\n softwareAssuranceCustomer == true, \"Activated\",\r\n (licenseStatus =~ \"Licensed\" and licenseChannel =~ \"PGS:TB\") or productSubscriptionStatus =~ \"Enabled\", \"Activated via Pay-as-you-go\",\r\n isnull(softwareAssurance) or isnull(softwareAssuranceCustomer) or softwareAssuranceCustomer == false, \"Not activated\",\r\n \"Not activated\")\r\n| extend benefitsStatusIcon = case(\r\n softwareAssuranceCustomer == true, \"8\",\r\n softwareAssuranceCustomer == true, \"8\",\r\n (licenseStatus =~ \"Licensed\" and licenseChannel =~ \"PGS:TB\") or productSubscriptionStatus =~ \"Enabled\", \"8\",\r\n isnull(softwareAssurance) or isnull(softwareAssuranceCustomer) or softwareAssuranceCustomer == false, \"7\",\r\n \"7\")\r\n| project name, status, benefitsStatus, benefitsStatusIcon, resourceGroup, subscriptionId, operatingSystem, id, type, location, kind, tags\r\n| where (type !~ ('dell.storage/filesystems'))\r\n| where (type !~ ('arizeai.observabilityeval/organizations'))\r\n| where (type !~ ('lambdatest.hyperexecute/organizations'))\r\n| where (type !~ ('pinecone.vectordb/organizations'))\r\n| where (type !~ ('microsoft.weightsandbiases/instances'))\r\n| where (type !~ ('purestorage.block/storagepools/avsstoragecontainers'))\r\n| where (type !~ ('purestorage.block/reservations'))\r\n| where (type !~ ('purestorage.block/storagepools'))\r\n| where (type !~ ('solarwinds.observability/organizations'))\r\n| where (type !~ ('splitio.experimentation/experimentationworkspaces'))\r\n| where (type !~ ('microsoft.agfoodplatform/farmbeats'))\r\n| where (type !~ ('microsoft.appsecurity/policies'))\r\n| where (type !~ ('microsoft.arc/all'))\r\n| where (type !~ ('microsoft.arc/allfairfax'))\r\n| where (type !~ ('microsoft.cdn/profiles/customdomains'))\r\n| where (type !~ ('microsoft.cdn/profiles/afdendpoints'))\r\n| where (type !~ ('microsoft.cdn/profiles/origingroups/origins'))\r\n| where (type !~ ('microsoft.cdn/profiles/origingroups'))\r\n| where (type !~ ('microsoft.cdn/profiles/afdendpoints/routes'))\r\n| where (type !~ ('microsoft.cdn/profiles/rulesets/rules'))\r\n| where (type !~ ('microsoft.cdn/profiles/rulesets'))\r\n| where (type !~ ('microsoft.cdn/profiles/secrets'))\r\n| where (type !~ ('microsoft.cdn/profiles/securitypolicies'))\r\n| where (type !~ ('microsoft.chaos/privateaccesses'))\r\n| where (type !~ ('microsoft.sovereign/transparencylogs'))\r\n| where (type !~ ('microsoft.sovereign/landingzoneconfigurations'))\r\n| where (type !~ ('microsoft.hardwaresecuritymodules/cloudhsmclusters'))\r\n| where (type !~ ('microsoft.compute/computefleetinstances'))\r\n| where (type !~ ('microsoft.compute/standbypoolinstance'))\r\n| where (type !~ ('microsoft.compute/virtualmachineflexinstances'))\r\n| where (type !~ ('microsoft.kubernetesconfiguration/extensions'))\r\n| where (type !~ ('microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/extensions'))\r\n| where (type !~ ('microsoft.kubernetes/connectedclusters/microsoft.kubernetesconfiguration/namespaces'))\r\n| where (type !~ ('microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/namespaces'))\r\n| where (type !~ ('microsoft.kubernetes/connectedclusters/microsoft.kubernetesconfiguration/fluxconfigurations'))\r\n| where (type !~ ('microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/fluxconfigurations'))\r\n| where (type !~ ('microsoft.portalservices/extensions/deployments'))\r\n| where (type !~ ('microsoft.portalservices/extensions'))\r\n| where (type !~ ('microsoft.portalservices/extensions/slots'))\r\n| where (type !~ ('microsoft.portalservices/extensions/versions'))\r\n| where (type !~ ('microsoft.datacollaboration/workspaces'))\r\n| where (type !~ ('microsoft.deviceregistry/devices'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/activedeployments'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/agents'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/deployments'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/deviceclasses'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/updates'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts'))\r\n| where (type !~ ('private.devtunnels/tunnelplans'))\r\n| where (type !~ ('private.easm/workspaces'))\r\n| where (type !~ ('microsoft.edgeorder/virtual_orderitems'))\r\n| where (type !~ ('microsoft.workloads/epicvirtualinstances'))\r\n| where (type !~ ('microsoft.fairfieldgardens/provisioningresources/provisioningpolicies'))\r\n| where (type !~ ('microsoft.fairfieldgardens/provisioningresources'))\r\n| where (type !~ ('microsoft.healthmodel/healthmodels'))\r\n| where (type !~ ('microsoft.hybridcompute/arcserverwithwac'))\r\n| where (type !~ ('microsoft.hybridcompute/machinessovereign'))\r\n| where (type !~ ('microsoft.hybridcompute/machinesesu'))\r\n| where (type !~ ('microsoft.hybridcompute/machinespaygo'))\r\n| where (type !~ ('microsoft.network/virtualhubs')) or ((kind =~ ('routeserver')))\r\n| where (type !~ ('microsoft.network/networkvirtualappliances'))\r\n| where (type !~ ('microsoft.devhub/iacprofiles'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/files'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/filerequests'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/licenses'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/connectors'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/sharedstorages'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/storages'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/workloads'))\r\n| where (type !~ ('microsoft.insights/diagnosticsettings'))\r\n| where not((type =~ ('microsoft.network/serviceendpointpolicies')) and ((kind =~ ('internal'))))\r\n| where (type !~ ('microsoft.resources/resourcegraphvisualizer'))\r\n| where (type !~ ('microsoft.iotoperationsmq/mq'))\r\n| where (type !~ ('microsoft.orbital/cloudaccessrouters'))\r\n| where (type !~ ('microsoft.orbital/terminals'))\r\n| where (type !~ ('microsoft.orbital/sdwancontrollers'))\r\n| where (type !~ ('microsoft.orbital/geocatalogs'))\r\n| where (type !~ ('microsoft.recommendationsservice/accounts/modeling'))\r\n| where (type !~ ('microsoft.recommendationsservice/accounts/serviceendpoints'))\r\n| where (type !~ ('microsoft.recoveryservicesbvtd/vaults'))\r\n| where (type !~ ('microsoft.recoveryservicesbvtd2/vaults'))\r\n| where (type !~ ('microsoft.recoveryservicesintd/vaults'))\r\n| where (type !~ ('microsoft.recoveryservicesintd2/vaults'))\r\n| where (type !~ ('microsoft.resources/deletedresources'))\r\n| where (type !~ ('microsoft.deploymentmanager/rollouts'))\r\n| where (type !~ ('microsoft.features/featureprovidernamespaces/featureconfigurations'))\r\n| where (type !~ ('microsoft.saashub/cloudservices/hidden'))\r\n| where (type !~ ('microsoft.providerhub/providerregistrations'))\r\n| where (type !~ ('microsoft.providerhub/providerregistrations/customrollouts'))\r\n| where (type !~ ('microsoft.providerhub/providerregistrations/defaultrollouts'))\r\n| where (type !~ ('microsoft.edge/configurations'))\r\n| where not((type =~ ('microsoft.synapse/workspaces/sqlpools')) and ((kind =~ ('v3'))))\r\n| where (type !~ ('microsoft.mission/approvals'))\r\n| where (type !~ ('microsoft.mission/catalogs'))\r\n| where (type !~ ('microsoft.mission/communities'))\r\n| where (type !~ ('microsoft.mission/communities/communityendpoints'))\r\n| where (type !~ ('microsoft.mission/enclaveconnections'))\r\n| where (type !~ ('microsoft.mission/virtualenclaves/enclaveendpoints'))\r\n| where (type !~ ('microsoft.mission/communities/transithubs'))\r\n| where (type !~ ('microsoft.mission/virtualenclaves'))\r\n| where (type !~ ('microsoft.mission/virtualenclaves/workloads'))\r\n| where (type !~ ('microsoft.workloads/insights'))\r\n| where (type !~ ('microsoft.hanaonazure/sapmonitors'))\r\n| where (type !~ ('microsoft.cloudhealth/healthmodels'))\r\n| where (type !~ ('microsoft.connectedcache/enterprisemcccustomers/enterprisemcccachenodes'))\r\n| where not((type =~ ('microsoft.sql/servers/databases')) and ((kind in~ ('system','v2.0,system','v12.0,system','v12.0,system,serverless','v12.0,user,datawarehouse,gen2,analytics'))))\r\n| where not((type =~ ('microsoft.sql/servers')) and ((kind =~ ('v12.0,analytics'))))\r\n| where (type in~ ('Microsoft.HybridCompute/machinesSoftwareAssurance','Microsoft.HybridCompute/machines'))\r\n| project name,benefitsStatus,benefitsStatusIcon,status,resourceGroup,operatingSystem,id,type,kind,location,subscriptionId\r\n| summarize count() by benefitsStatus", + "size": 0, + "title": "Coverage Summary", + "showRefreshButton": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "piechart", + "chartSettings": { + "yAxis": [ + "count_" + ], + "showLegend": true, + "seriesLabelSettings": [ + { + "seriesName": "Not activated", + "color": "red" + }, + { + "seriesName": "Activated", + "color": "green" + }, + { + "seriesName": "Activated via Pay-as-you-go", + "color": "greenDarkDark" + } + ] + } + }, + "name": "coverageSummary" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "parameters": [ + { + "id": "16791a28-f78e-4b26-a2e9-a9fbbda915df", + "version": "KqlParameterItem/1.0", + "name": "eligibleResources", + "label": "View eligible resources?", + "type": 2, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "jsonData": "[\r\n {\"value\":\"Yes\"},\r\n {\"value\":\"No\", \"selected\":true}\r\n]\r\n\r\n", + "timeContext": { + "durationMs": 86400000 + }, + "value": "Yes" + } + ], + "style": "pills", + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces" + }, + "name": "parameters - 5" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "title": "Eligible Resources", + "items": [ + { + "type": 1, + "content": { + "json": "To enable Windows Server Management with Azure Arc, visit the [Arc service blade.](https://ms.portal.azure.com/#view/Microsoft_Azure_ArcCenterUX/ArcCenterMenuBlade/~/softwareAssurance)\r\n\r\n", + "style": "info" + }, + "name": "txtEligibleAHBResources" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "// Run query to see results.\r\nresources\r\n| where type =~ \"microsoft.hybridcompute/machines\" and isempty(kind)\r\n| extend status = properties.status\r\n| extend operatingSystem = properties.osSku\r\n| where properties.osType =~ 'windows'\r\n| extend licenseProfile = properties.licenseProfile\r\n| extend licenseStatus = tostring(licenseProfile.licenseStatus)\r\n| extend licenseChannel = tostring(licenseProfile.licenseChannel)\r\n| extend productSubscriptionStatus = tostring(licenseProfile.productProfile.subscriptionStatus)\r\n| extend softwareAssurance = licenseProfile.softwareAssurance\r\n| extend softwareAssuranceCustomer = licenseProfile.softwareAssurance.softwareAssuranceCustomer\r\n| extend benefitsStatus = case(\r\n softwareAssuranceCustomer == true, \"Activated\",\r\n (licenseStatus =~ \"Licensed\" and licenseChannel =~ \"PGS:TB\") or productSubscriptionStatus =~ \"Enabled\", \"Activated via Pay-as-you-go\",\r\n isnull(softwareAssurance) or isnull(softwareAssuranceCustomer) or softwareAssuranceCustomer == false, \"Not activated\",\r\n \"Not activated\")\r\n| extend benefitsStatusIcon = case(\r\n softwareAssuranceCustomer == true, \"8\",\r\n softwareAssuranceCustomer == true, \"8\",\r\n (licenseStatus =~ \"Licensed\" and licenseChannel =~ \"PGS:TB\") or productSubscriptionStatus =~ \"Enabled\", \"8\",\r\n isnull(softwareAssurance) or isnull(softwareAssuranceCustomer) or softwareAssuranceCustomer == false, \"7\",\r\n \"7\")\r\n| project name, status, benefitsStatus, benefitsStatusIcon, resourceGroup, subscriptionId, operatingSystem, id, type, location, kind, tags\r\n| where (type !~ ('dell.storage/filesystems'))\r\n| where (type !~ ('arizeai.observabilityeval/organizations'))\r\n| where (type !~ ('lambdatest.hyperexecute/organizations'))\r\n| where (type !~ ('pinecone.vectordb/organizations'))\r\n| where (type !~ ('microsoft.weightsandbiases/instances'))\r\n| where (type !~ ('purestorage.block/storagepools/avsstoragecontainers'))\r\n| where (type !~ ('purestorage.block/reservations'))\r\n| where (type !~ ('purestorage.block/storagepools'))\r\n| where (type !~ ('solarwinds.observability/organizations'))\r\n| where (type !~ ('splitio.experimentation/experimentationworkspaces'))\r\n| where (type !~ ('microsoft.agfoodplatform/farmbeats'))\r\n| where (type !~ ('microsoft.appsecurity/policies'))\r\n| where (type !~ ('microsoft.arc/all'))\r\n| where (type !~ ('microsoft.arc/allfairfax'))\r\n| where (type !~ ('microsoft.cdn/profiles/customdomains'))\r\n| where (type !~ ('microsoft.cdn/profiles/afdendpoints'))\r\n| where (type !~ ('microsoft.cdn/profiles/origingroups/origins'))\r\n| where (type !~ ('microsoft.cdn/profiles/origingroups'))\r\n| where (type !~ ('microsoft.cdn/profiles/afdendpoints/routes'))\r\n| where (type !~ ('microsoft.cdn/profiles/rulesets/rules'))\r\n| where (type !~ ('microsoft.cdn/profiles/rulesets'))\r\n| where (type !~ ('microsoft.cdn/profiles/secrets'))\r\n| where (type !~ ('microsoft.cdn/profiles/securitypolicies'))\r\n| where (type !~ ('microsoft.chaos/privateaccesses'))\r\n| where (type !~ ('microsoft.sovereign/transparencylogs'))\r\n| where (type !~ ('microsoft.sovereign/landingzoneconfigurations'))\r\n| where (type !~ ('microsoft.hardwaresecuritymodules/cloudhsmclusters'))\r\n| where (type !~ ('microsoft.compute/computefleetinstances'))\r\n| where (type !~ ('microsoft.compute/standbypoolinstance'))\r\n| where (type !~ ('microsoft.compute/virtualmachineflexinstances'))\r\n| where (type !~ ('microsoft.kubernetesconfiguration/extensions'))\r\n| where (type !~ ('microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/extensions'))\r\n| where (type !~ ('microsoft.kubernetes/connectedclusters/microsoft.kubernetesconfiguration/namespaces'))\r\n| where (type !~ ('microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/namespaces'))\r\n| where (type !~ ('microsoft.kubernetes/connectedclusters/microsoft.kubernetesconfiguration/fluxconfigurations'))\r\n| where (type !~ ('microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/fluxconfigurations'))\r\n| where (type !~ ('microsoft.portalservices/extensions/deployments'))\r\n| where (type !~ ('microsoft.portalservices/extensions'))\r\n| where (type !~ ('microsoft.portalservices/extensions/slots'))\r\n| where (type !~ ('microsoft.portalservices/extensions/versions'))\r\n| where (type !~ ('microsoft.datacollaboration/workspaces'))\r\n| where (type !~ ('microsoft.deviceregistry/devices'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/activedeployments'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/agents'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/deployments'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/deviceclasses'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/updates'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts'))\r\n| where (type !~ ('private.devtunnels/tunnelplans'))\r\n| where (type !~ ('private.easm/workspaces'))\r\n| where (type !~ ('microsoft.edgeorder/virtual_orderitems'))\r\n| where (type !~ ('microsoft.workloads/epicvirtualinstances'))\r\n| where (type !~ ('microsoft.fairfieldgardens/provisioningresources/provisioningpolicies'))\r\n| where (type !~ ('microsoft.fairfieldgardens/provisioningresources'))\r\n| where (type !~ ('microsoft.healthmodel/healthmodels'))\r\n| where (type !~ ('microsoft.hybridcompute/arcserverwithwac'))\r\n| where (type !~ ('microsoft.hybridcompute/machinessovereign'))\r\n| where (type !~ ('microsoft.hybridcompute/machinesesu'))\r\n| where (type !~ ('microsoft.hybridcompute/machinespaygo'))\r\n| where (type !~ ('microsoft.network/virtualhubs')) or ((kind =~ ('routeserver')))\r\n| where (type !~ ('microsoft.network/networkvirtualappliances'))\r\n| where (type !~ ('microsoft.devhub/iacprofiles'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/files'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/filerequests'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/licenses'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/connectors'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/sharedstorages'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/storages'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/workloads'))\r\n| where (type !~ ('microsoft.insights/diagnosticsettings'))\r\n| where not((type =~ ('microsoft.network/serviceendpointpolicies')) and ((kind =~ ('internal'))))\r\n| where (type !~ ('microsoft.resources/resourcegraphvisualizer'))\r\n| where (type !~ ('microsoft.iotoperationsmq/mq'))\r\n| where (type !~ ('microsoft.orbital/cloudaccessrouters'))\r\n| where (type !~ ('microsoft.orbital/terminals'))\r\n| where (type !~ ('microsoft.orbital/sdwancontrollers'))\r\n| where (type !~ ('microsoft.orbital/geocatalogs'))\r\n| where (type !~ ('microsoft.recommendationsservice/accounts/modeling'))\r\n| where (type !~ ('microsoft.recommendationsservice/accounts/serviceendpoints'))\r\n| where (type !~ ('microsoft.recoveryservicesbvtd/vaults'))\r\n| where (type !~ ('microsoft.recoveryservicesbvtd2/vaults'))\r\n| where (type !~ ('microsoft.recoveryservicesintd/vaults'))\r\n| where (type !~ ('microsoft.recoveryservicesintd2/vaults'))\r\n| where (type !~ ('microsoft.resources/deletedresources'))\r\n| where (type !~ ('microsoft.deploymentmanager/rollouts'))\r\n| where (type !~ ('microsoft.features/featureprovidernamespaces/featureconfigurations'))\r\n| where (type !~ ('microsoft.saashub/cloudservices/hidden'))\r\n| where (type !~ ('microsoft.providerhub/providerregistrations'))\r\n| where (type !~ ('microsoft.providerhub/providerregistrations/customrollouts'))\r\n| where (type !~ ('microsoft.providerhub/providerregistrations/defaultrollouts'))\r\n| where (type !~ ('microsoft.edge/configurations'))\r\n| where not((type =~ ('microsoft.synapse/workspaces/sqlpools')) and ((kind =~ ('v3'))))\r\n| where (type !~ ('microsoft.mission/approvals'))\r\n| where (type !~ ('microsoft.mission/catalogs'))\r\n| where (type !~ ('microsoft.mission/communities'))\r\n| where (type !~ ('microsoft.mission/communities/communityendpoints'))\r\n| where (type !~ ('microsoft.mission/enclaveconnections'))\r\n| where (type !~ ('microsoft.mission/virtualenclaves/enclaveendpoints'))\r\n| where (type !~ ('microsoft.mission/communities/transithubs'))\r\n| where (type !~ ('microsoft.mission/virtualenclaves'))\r\n| where (type !~ ('microsoft.mission/virtualenclaves/workloads'))\r\n| where (type !~ ('microsoft.workloads/insights'))\r\n| where (type !~ ('microsoft.hanaonazure/sapmonitors'))\r\n| where (type !~ ('microsoft.cloudhealth/healthmodels'))\r\n| where (type !~ ('microsoft.connectedcache/enterprisemcccustomers/enterprisemcccachenodes'))\r\n| where not((type =~ ('microsoft.sql/servers/databases')) and ((kind in~ ('system','v2.0,system','v12.0,system','v12.0,system,serverless','v12.0,user,datawarehouse,gen2,analytics'))))\r\n| where not((type =~ ('microsoft.sql/servers')) and ((kind =~ ('v12.0,analytics'))))\r\n| where (type in~ ('Microsoft.HybridCompute/machinesSoftwareAssurance','Microsoft.HybridCompute/machines'))\r\n| project name,benefitsStatus,benefitsStatusIcon,status,resourceGroup,operatingSystem,id,type,kind,location,subscriptionId\r\n| sort by (tolower(tostring(name))) asc", + "size": 0, + "title": "Eligible resources", + "noDataMessage": "There are no eligible resources.", + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "benefitsStatusIcon", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "7", + "representation": "3", + "text": "" + }, + { + "operator": "==", + "thresholdValue": "8", + "representation": "success", + "text": "" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "unknown", + "text": "" + } + ] + } + }, + { + "columnMatch": "esuStatusIcon", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "7", + "representation": "4", + "text": "" + }, + { + "operator": "==", + "thresholdValue": "9", + "representation": "warning", + "text": "" + }, + { + "operator": "==", + "thresholdValue": "8", + "representation": "success", + "text": "" + }, + { + "operator": "==", + "thresholdValue": "91", + "representation": "unknown", + "text": "{0}{1}" + }, + { + "sourceColumn": "esuStatus", + "operator": "Default", + "thresholdValue": null, + "representation": "unknown", + "text": "" + } + ] + } + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "eligibleResources", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "arcAHBResources" + } + ] + }, + "conditionalVisibility": { + "parameterName": "eligibleResources", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "group-eligibleResources" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "title": "Eligible licenses", + "items": [ + { + "type": 1, + "content": { + "json": "Keep in mind, subscription read permissions are required to give accurate core count and usage information for your ESU licenses. Physical core based licenses are subject to different licensing guidelines and are excluded from this view.[Learn more.](https://learn.microsoft.com/azure/azure-arc/servers/license-extended-security-updates)", + "style": "info" + }, + "name": "txtLearnMoreLicense" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "// Run query to see results.\r\nresources\r\n| where type =~ \"microsoft.hybridcompute/licenses\"\r\n| extend sku = properties.licenseDetails.edition\r\n| extend totalCores = properties.licenseDetails.processors\r\n| extend coreType = case(\r\n properties.licenseDetails.type =~ 'vCore','Virtual core',\r\n properties.licenseDetails.type =~ 'pCore','Physical core',\r\n 'Unknown'\r\n)\r\n| extend statusIcon = case(\r\n properties.licenseDetails.state =~ 'Activated', '8',\r\n properties.licenseDetails.state =~ 'Deactivated', '7',\r\n '91'\r\n)\r\n| extend status = case(\r\n properties.licenseDetails.state =~ 'Activated', 'Activated',\r\n properties.licenseDetails.state =~ 'Deactivated','Deactivated',\r\n 'Unknown'\r\n)\r\n| extend licenseId = tolower(tostring(id)) // Depending on what is stored in license profile, might have to get the immutableId instead\r\n| join kind=leftouter(\r\n resources\r\n | where type =~ \"microsoft.hybridcompute/machines/licenseProfiles\"\r\n | extend machineId = tolower(tostring(trim_end(@\"\\/\\w+\\/(\\w|\\.)+\", id)))\r\n | extend licenseId = tolower(tostring(properties.esuProfile.assignedLicense))\r\n | summarize resources = count() by licenseId\r\n) on licenseId // Get count of license profile per license, a license profile is created for each machine that is assigned a license\r\n| extend resources = iff(isnull(resources), 0, resources)\r\n| project id, name, type, location, subscriptionId, resourceGroup, kind, tags, extendedLocation, sku, totalCores, coreType, status, statusIcon, resources\r\n| extend subscriptionDisplayName=case(subscriptionId =~ 'e75c95f3-27b4-410f-a40e-2b9153a807dd','AEther Dev',subscriptionId =~ '823ca539-d44d-43ee-8dc8-023fd4f27396','AIOps_FailureSimulation_DevTest',subscriptionId =~ 'b2a328a7-ffff-4c09-b643-a4758cf170bc','AISC-DEV-02',subscriptionId =~ 'eef8b6d5-94da-4b36-9327-a662f2674efb','AISC-EngSys-01',subscriptionId =~ 'e0fd569c-e34a-4249-8c24-e8d723c7f054','AML - Responsible AI R&D',subscriptionId =~ 'f1d79e73-f8e3-4b10-bfdb-4207ca0723ed','AML Infra - Engineering System',subscriptionId =~ 'dad45786-32e5-4ef3-b90e-8e0838fbadb6','AnE.ExP.NonProduction',subscriptionId =~ '017ad81c-b730-4564-9109-9b763243a9a6','Anomaly Real Time-DevTest',subscriptionId =~ 'e686ef8c-d35d-4e9b-92f8-caaaa7948c0a','Applied Sciences Group Dev',subscriptionId =~ '6e967edb-425b-4a33-ae98-f1d2c509dda3','Arc enabled Infrastructure - Demo',subscriptionId =~ '710c6ed8-d8d9-4c51-b100-dc4d9e10dd18','ARC-ESU-TESTING-03',subscriptionId =~ '2145a411-d149-4010-84d4-40fe8a55db44','ARM Test Environment',subscriptionId =~ 'e2a8a7b3-cb7a-4930-9c79-2b0eb7bf843c','ASZ_Lab_Hardware_Dev_1',subscriptionId =~ '4c33a6bb-d566-4d0b-8951-00b55a91fba8','AzPIESecurity-DEV-Apple',subscriptionId =~ 'b65b516b-415b-4c68-a254-bfa7411275f8','Azure CloudES CDP ER - Test',subscriptionId =~ '6785ea1f-ac40-4244-a9ce-94b12fd832ca','Azure Migrate Demo Subscription',subscriptionId =~ '8c3c936a-c09b-4de3-830b-3f5f244d72e9','Azure Migrate Program Management Team',subscriptionId =~ '432a7068-99ae-4975-ad38-d96b71172cdf','Azure Profiler - Testing',subscriptionId =~ 'caffe3c0-acbd-4d01-af76-a45f421bfb64','Azure_Base_LivesiteArmory_test',subscriptionId =~ 'a1920ebd-59b7-4f19-af9f-5e80599e88e4','Babel',subscriptionId =~ 'b43a6159-1bea-4fa2-9407-e875fdc0ff55','BAP IA EU Schrems (P)',subscriptionId =~ 'ae71ef11-a03f-4b4f-a0e6-ef144727c711','Bing MM Measurement',subscriptionId =~ '8ef80208-601f-4c83-802e-751d211745f9','CloudAnalytics_Prod1',subscriptionId =~ 'f7b4a5ce-d3bd-4a03-84fe-8bcad772c8c1','Cog Services Computer Vision',subscriptionId =~ '38dbd059-bd26-4172-af17-bcc5a00744de','Core-ES-STREAM-DeXDI',subscriptionId =~ '87e8a61c-4832-4cfe-8b72-c12554f2309a','Cosmos_C&E_Azure_Azure Resource Manager_100424',subscriptionId =~ '8c4b5b03-3b24-4ed0-91f5-a703cd91b412','Cosmos_C&E_Azure_AzureEngineeringSystems_100200',subscriptionId =~ 'b988efc7-1bc8-4a73-b4a2-5ad864580250','Cosmos_C&E_DPG_Big Data_100036',subscriptionId =~ '6121bf73-2dc9-47ac-8b6a-c6ae4b88ef39','Cost Management PM',subscriptionId =~ '44074499-ad9f-45b9-9b0b-f594f8736a45','CSX-WSD-CFE-TNT-QPP',subscriptionId =~ '3cd01953-be46-4f9b-a4e0-26f19f428765','CSX-WSD-CFE-TNT-TOOLKITHUB',subscriptionId =~ '60214a3c-65a2-46f8-8b32-f959f2454106','Data Pillar Security Tooling',subscriptionId =~ 'f7c445af-a4de-4264-9e87-3196d6bc384d','Efficiency Pack Services (MSIT)',subscriptionId =~ '86f010b8-6473-4cb9-90c1-671c74faa4ee','emilyzhu dev subscription',subscriptionId =~ 'f3326bfd-5406-4136-a835-f64ccbfd9050','FTK @ MS',subscriptionId =~ 'd2c9544f-4329-4642-b73d-020e7fef844f','HPCScrub1',subscriptionId =~ 'bac420ed-c6fc-4a05-8ac1-8c0c52da1d6e','IDEAs MS Reporting',subscriptionId =~ '3cd95ff9-ac62-4b5c-8240-0cd046687ea0','Internal App Insights Resources for Perflens',subscriptionId =~ 'a386d5ea-ea90-441a-8263-d816368c84a1','IOT_PLATFORM_UPX_TEST',subscriptionId =~ '6a0ab98c-24d4-4131-8cd7-0a78bfce58f5','ITSM Integration - Production - New',subscriptionId =~ '13723929-6644-4060-a50a-cc38ebc5e8b1','LinuxMdsd Test',subscriptionId =~ '98b02a69-28a5-4ee7-a622-cd69c7a59c4e','Marvel Intelligence Model Training Subscription',subscriptionId =~ '1278a874-89fc-418c-b6b9-ac763b000415','Microsoft Azure Internal Consumption (nbrady)',subscriptionId =~ '29de2cfc-f00a-43bb-bdc8-3108795bd282','MSFT-Modern Device-Modern Mgmt-Imaging00',subscriptionId =~ '54b875cc-a81a-4914-8bfd-1a36bc7ddf4d','MSFT-WindowsVirtualDesktop-01',subscriptionId =~ '4dc2cd39-7a89-43d8-bebe-8bb501359891','Observability_AzMon_Grafana_Dev',subscriptionId =~ 'a471d615-ff98-4e80-b375-a19543d4691e','ODC-OneBox-Resources',subscriptionId =~ '1163fbbe-27e7-4b0f-8466-195fe5417043','Python_AI_Tools_PM_Team_Sub (jbinder)',subscriptionId =~ '3905431d-c062-4c17-8fd9-c51f89f334c4','Pytorch Build',subscriptionId =~ '3f577935-3138-4d07-86b3-75651b696483','Responsible & OpenAi Research',subscriptionId =~ '0f301386-8979-4981-acca-973d553078e7','Scope Team Test Subscription',subscriptionId =~ '1b0a5c20-7373-41a2-8fec-7364cceb7bbf','Services Hub Demo Open',subscriptionId =~ 'e72e5254-f265-4e95-9bd2-9ee8e7329051','Speech Services - DEV - SDK (carbon)',subscriptionId =~ 'a1c3dc6b-8630-4bb7-a29e-4ed4407c329b','Speech Services - EXP2',subscriptionId =~ '736af2bf-9fcb-4145-a19b-5b30b2b8949d','Trey International UK',subscriptionId =~ '51f73f67-1f29-4120-863e-dd315f743fc1','Trey Partner Lab 2',subscriptionId =~ '9ec51cfd-5ca7-4d76-8101-dd0a4abc5674','Trey Research Corporate',subscriptionId =~ '73c0021f-a37d-433f-8baa-7450cb54eea6','Trey Research Finance',subscriptionId =~ 'ed570627-0265-4620-bb42-bae06bcfa914','Trey Research IT',subscriptionId =~ '64e355d7-997c-491d-b0c1-8414dccfcf42','Trey Research R&D Playground',subscriptionId =~ '586f1d47-9dd9-43d5-b196-6e28f8405ff8','Trey Research R&D Production',subscriptionId =~ '9ec1d932-0f3f-486c-acc6-e7d78b358f9b','TScience',subscriptionId =~ '79f57c16-00fe-48da-87d4-5192e86cd047','TScienceGPU',subscriptionId =~ 'bac044cf-49e1-4843-8dda-1ce9662606c8','UI Fabric',subscriptionId =~ '6760347d-9ffe-41a9-ba11-c139dcea5ce6','xt-teams-migration-dev',subscriptionId =~ '45f9252d-e27e-4ed8-ab4e-dc5054de13fa','Contoso IT - Retail - Prod',subscriptionId)\r\n| where (type !~ ('dell.storage/filesystems'))\r\n| where (type !~ ('arizeai.observabilityeval/organizations'))\r\n| where (type !~ ('lambdatest.hyperexecute/organizations'))\r\n| where (type !~ ('pinecone.vectordb/organizations'))\r\n| where (type !~ ('microsoft.weightsandbiases/instances'))\r\n| where (type !~ ('purestorage.block/storagepools/avsstoragecontainers'))\r\n| where (type !~ ('purestorage.block/reservations'))\r\n| where (type !~ ('purestorage.block/storagepools'))\r\n| where (type !~ ('solarwinds.observability/organizations'))\r\n| where (type !~ ('splitio.experimentation/experimentationworkspaces'))\r\n| where (type !~ ('microsoft.agfoodplatform/farmbeats'))\r\n| where (type !~ ('microsoft.appsecurity/policies'))\r\n| where (type !~ ('microsoft.arc/all'))\r\n| where (type !~ ('microsoft.arc/allfairfax'))\r\n| where (type !~ ('microsoft.cdn/profiles/customdomains'))\r\n| where (type !~ ('microsoft.cdn/profiles/afdendpoints'))\r\n| where (type !~ ('microsoft.cdn/profiles/origingroups/origins'))\r\n| where (type !~ ('microsoft.cdn/profiles/origingroups'))\r\n| where (type !~ ('microsoft.cdn/profiles/afdendpoints/routes'))\r\n| where (type !~ ('microsoft.cdn/profiles/rulesets/rules'))\r\n| where (type !~ ('microsoft.cdn/profiles/rulesets'))\r\n| where (type !~ ('microsoft.cdn/profiles/secrets'))\r\n| where (type !~ ('microsoft.cdn/profiles/securitypolicies'))\r\n| where (type !~ ('microsoft.chaos/privateaccesses'))\r\n| where (type !~ ('microsoft.sovereign/transparencylogs'))\r\n| where (type !~ ('microsoft.sovereign/landingzoneconfigurations'))\r\n| where (type !~ ('microsoft.hardwaresecuritymodules/cloudhsmclusters'))\r\n| where (type !~ ('microsoft.compute/computefleetinstances'))\r\n| where (type !~ ('microsoft.compute/standbypoolinstance'))\r\n| where (type !~ ('microsoft.compute/virtualmachineflexinstances'))\r\n| where (type !~ ('microsoft.kubernetesconfiguration/extensions'))\r\n| where (type !~ ('microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/extensions'))\r\n| where (type !~ ('microsoft.kubernetes/connectedclusters/microsoft.kubernetesconfiguration/namespaces'))\r\n| where (type !~ ('microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/namespaces'))\r\n| where (type !~ ('microsoft.kubernetes/connectedclusters/microsoft.kubernetesconfiguration/fluxconfigurations'))\r\n| where (type !~ ('microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/fluxconfigurations'))\r\n| where (type !~ ('microsoft.portalservices/extensions/deployments'))\r\n| where (type !~ ('microsoft.portalservices/extensions'))\r\n| where (type !~ ('microsoft.portalservices/extensions/slots'))\r\n| where (type !~ ('microsoft.portalservices/extensions/versions'))\r\n| where (type !~ ('microsoft.datacollaboration/workspaces'))\r\n| where (type !~ ('microsoft.deviceregistry/devices'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/activedeployments'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/agents'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/deployments'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/deviceclasses'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/updates'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts'))\r\n| where (type !~ ('private.devtunnels/tunnelplans'))\r\n| where (type !~ ('private.easm/workspaces'))\r\n| where (type !~ ('microsoft.edgeorder/virtual_orderitems'))\r\n| where (type !~ ('microsoft.workloads/epicvirtualinstances'))\r\n| where (type !~ ('microsoft.fairfieldgardens/provisioningresources/provisioningpolicies'))\r\n| where (type !~ ('microsoft.fairfieldgardens/provisioningresources'))\r\n| where (type !~ ('microsoft.healthmodel/healthmodels'))\r\n| where (type !~ ('microsoft.hybridcompute/arcserverwithwac'))\r\n| where (type !~ ('microsoft.hybridcompute/machinessovereign'))\r\n| where (type !~ ('microsoft.hybridcompute/machinesesu'))\r\n| where (type !~ ('microsoft.hybridcompute/machinespaygo'))\r\n| where (type !~ ('microsoft.hybridcompute/machinessoftwareassurance'))\r\n| where (type !~ ('microsoft.network/virtualhubs')) or ((kind =~ ('routeserver')))\r\n| where (type !~ ('microsoft.network/networkvirtualappliances'))\r\n| where (type !~ ('microsoft.devhub/iacprofiles'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/files'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/filerequests'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/licenses'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/connectors'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/sharedstorages'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/storages'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/workloads'))\r\n| where (type !~ ('microsoft.insights/diagnosticsettings'))\r\n| where not((type =~ ('microsoft.network/serviceendpointpolicies')) and ((kind =~ ('internal'))))\r\n| where (type !~ ('microsoft.resources/resourcegraphvisualizer'))\r\n| where (type !~ ('microsoft.iotoperationsmq/mq'))\r\n| where (type !~ ('microsoft.orbital/cloudaccessrouters'))\r\n| where (type !~ ('microsoft.orbital/terminals'))\r\n| where (type !~ ('microsoft.orbital/sdwancontrollers'))\r\n| where (type !~ ('microsoft.orbital/geocatalogs'))\r\n| where (type !~ ('microsoft.recommendationsservice/accounts/modeling'))\r\n| where (type !~ ('microsoft.recommendationsservice/accounts/serviceendpoints'))\r\n| where (type !~ ('microsoft.recoveryservicesbvtd/vaults'))\r\n| where (type !~ ('microsoft.recoveryservicesbvtd2/vaults'))\r\n| where (type !~ ('microsoft.recoveryservicesintd/vaults'))\r\n| where (type !~ ('microsoft.recoveryservicesintd2/vaults'))\r\n| where (type !~ ('microsoft.resources/deletedresources'))\r\n| where (type !~ ('microsoft.deploymentmanager/rollouts'))\r\n| where (type !~ ('microsoft.features/featureprovidernamespaces/featureconfigurations'))\r\n| where (type !~ ('microsoft.saashub/cloudservices/hidden'))\r\n| where (type !~ ('microsoft.providerhub/providerregistrations'))\r\n| where (type !~ ('microsoft.providerhub/providerregistrations/customrollouts'))\r\n| where (type !~ ('microsoft.providerhub/providerregistrations/defaultrollouts'))\r\n| where (type !~ ('microsoft.edge/configurations'))\r\n| where not((type =~ ('microsoft.synapse/workspaces/sqlpools')) and ((kind =~ ('v3'))))\r\n| where (type !~ ('microsoft.mission/approvals'))\r\n| where (type !~ ('microsoft.mission/catalogs'))\r\n| where (type !~ ('microsoft.mission/communities'))\r\n| where (type !~ ('microsoft.mission/communities/communityendpoints'))\r\n| where (type !~ ('microsoft.mission/enclaveconnections'))\r\n| where (type !~ ('microsoft.mission/virtualenclaves/enclaveendpoints'))\r\n| where (type !~ ('microsoft.mission/communities/transithubs'))\r\n| where (type !~ ('microsoft.mission/virtualenclaves'))\r\n| where (type !~ ('microsoft.mission/virtualenclaves/workloads'))\r\n| where (type !~ ('microsoft.workloads/insights'))\r\n| where (type !~ ('microsoft.hanaonazure/sapmonitors'))\r\n| where (type !~ ('microsoft.cloudhealth/healthmodels'))\r\n| where (type !~ ('microsoft.connectedcache/enterprisemcccustomers/enterprisemcccachenodes'))\r\n| where not((type =~ ('microsoft.sql/servers/databases')) and ((kind in~ ('system','v2.0,system','v12.0,system','v12.0,system,serverless','v12.0,user,datawarehouse,gen2,analytics'))))\r\n| where not((type =~ ('microsoft.sql/servers')) and ((kind =~ ('v12.0,analytics'))))\r\n| project name,sku,totalCores,coreType,status,statusIcon,resources,id,resourceGroup,subscriptionDisplayName,type,kind,location,subscriptionId,tags\r\n| sort by (tolower(tostring(name))) asc", + "size": 0, + "title": "Eligible licenses", + "noDataMessage": "There are no eligible licenses.", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ] + }, + "conditionalVisibility": { + "parameterName": "eligibleLicenses", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "arclicenses" + } + ] + }, + "conditionalVisibility": { + "parameterName": "eligibleLicenses", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "group-eligibleLicenses" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "arcAHB" + }, + "name": "group-ahbArc" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "arc" + }, + "name": "Arc" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "title": "Virtual Machines", + "loadType": "always", + "items": [ + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "loadType": "always", + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\" | extend SubscriptionName=name \r\n| join (\r\nresources \r\n| where resourceGroup in ({ResourceGroup})\r\n| where type =~ 'microsoft.compute/virtualmachines' or type =~ 'microsoft.compute/virtualMachineScaleSets'\r\n| where tostring(properties.storageProfile.imageReference.publisher ) == \"MicrosoftWindowsServer\" or tostring(properties.virtualMachineProfile.storageProfile.osDisk.osType) == 'Windows' or tostring(properties.storageProfile.imageReference.publisher ) == \"microsoftsqlserver\"\r\n| extend OS=properties.storageProfile.imageReference.id \r\n| where isnull(OS)\r\n| where tostring(properties.['licenseType']) !has 'Windows' and tostring(properties.virtualMachineProfile.['licenseType']) != 'Windows_Server'\r\n| extend WindowsId=id, VMIDFull=id, VMName=name, VMLocation=location, VMRG=resourceGroup, OSType=tostring(properties.storageProfile.imageReference.offer), OsVersion = tostring(properties.storageProfile.imageReference.sku), VMSize=tostring (properties.hardwareProfile.vmSize), LicenseType = tostring(properties.['licenseType']), VMSSize=tostring(sku.name), QuickFix=id\r\n ) on subscriptionId \r\n| order by type asc \r\n| project WindowsId,VMName,VMRG,VMSize, VMSSize, VMLocation,OSType, OsVersion,LicenseType, subscriptionId, QuickFix, VMIDFull\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), WindowsId=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct WindowsId\r\n )\r\n on WindowsId", + "size": 0, + "title": "AHB Disabled", + "noDataMessage": "All of your VMs have AHB enabled.", + "noDataMessageStyle": 3, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "AlwaysHidden", + "comparison": "isEqualTo", + "value": "true" + }, + "name": "AHB Disabled" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\" | extend SubscriptionName=name \r\n| join (\r\nresources \r\n| where resourceGroup in ({ResourceGroup})\r\n| where type =~ 'microsoft.compute/virtualmachines'\r\n| where tostring(properties.storageProfile.imageReference.publisher ) == \"MicrosoftWindowsServer\" or tostring(properties.virtualMachineProfile.storageProfile.osDisk.osType) == 'Windows' or tostring(properties.storageProfile.imageReference.publisher ) == \"microsoftsqlserver\"\r\n| extend OS=properties.storageProfile.imageReference.id \r\n| where isnull(OS)\r\n| where tostring(properties.['licenseType']) has \"Windows\"\r\n| extend WindowsId=id, VMName=name, VMLocation=location, VMRG=resourceGroup, OSType=tostring(properties.storageProfile.imageReference.offer), OsVersion = tostring(properties.storageProfile.imageReference.sku), VMSize=tostring (properties.hardwareProfile.vmSize), LicenseType = tostring(properties.['licenseType']), VMSSize=tostring(sku.name)\r\n) on subscriptionId \r\n| order by type asc \r\n| project WindowsId,VMName,VMRG,VMSize, VMSSize, VMLocation,OSType, OsVersion,LicenseType, subscriptionId\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), WindowsId=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct WindowsId\r\n )\r\n on WindowsId", + "size": 0, + "title": "AHB Enabled", + "noDataMessage": "None of your VMs have AHB enabled.", + "noDataMessageStyle": 4, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "VMRG", + "formatter": 0, + "tooltipFormat": { + "tooltip": "test" + } + }, + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "AlwaysHidden", + "comparison": "isEqualTo", + "value": "true" + }, + "name": "WindowsAHBEnabled" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resourcechanges\r\n| where properties.changeType == \"Update\" and properties.targetResourceType == \"microsoft.compute/virtualmachines\"\r\n| mv-expand changes = properties.changes\r\n| mv-expand LicenseChanges=changes.['properties.licenseType']\r\n| extend WindowsId=id\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), WindowsId=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct WindowsId\r\n )\r\n on WindowsId\r\n| where isnotnull(LicenseChanges)\r\n| where tostring(LicenseChanges.newValue) has \"Windows\"\r\n| project VMID=properties.targetResourceId, NewLicense=tostring(LicenseChanges.newValue), DateofChange=todatetime(properties.changeAttributes.timestamp)\r\n", + "size": 0, + "title": "VM Latest Change Last 7 days", + "noDataMessage": "AHB was not enabled in the last 7 days.", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ] + }, + "conditionalVisibility": { + "parameterName": "AlwaysHidden", + "comparison": "isEqualTo", + "value": "true" + }, + "name": "VM Latest Change Last 7 days" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"ARMEndpoint/1.0\",\"data\":null,\"headers\":[],\"method\":\"GET\",\"path\":\"/subscriptions/{SingleSubHidden}/providers/Microsoft.Compute/skus?$filter=location eq '{Location}'\",\"urlParams\":[{\"key\":\"api-version\",\"value\":\"2021-07-01\"}],\"batchDisabled\":false,\"transformers\":[{\"type\":\"jsonpath\",\"settings\":{\"tablePath\":\"$.*[?(@.resourceType=='virtualMachines')]\",\"columns\":[{\"path\":\"name\",\"columnid\":\"Name\"},{\"path\":\"capabilities[?(@.name=='vCPUs')].value\",\"columnid\":\"vCPUs\"},{\"path\":\"capabilities[?(@.name=='MemoryGB')].value\",\"columnid\":\"MemoryGB\"},{\"path\":\"capabilities[?(@.name=='MaxNetworkInterfaces')].value\",\"columnid\":\"MaxNetworkInterfaces\"},{\"path\":\"capabilities[?(@.name=='HyperVGenerations')].value\",\"columnid\":\"HyperVGenerations\"},{\"path\":\"capabilities[?(@.name=='vCPUsPerCore')].value\",\"columnid\":\"vCPUsPerCore\"}]}}]}", + "size": 0, + "title": "Get VM vCPU", + "exportParameterName": "ResourceSKU", + "showExportToExcel": true, + "queryType": 12, + "gridSettings": { + "rowLimit": 5000 + } + }, + "conditionalVisibility": { + "parameterName": "AlwaysHidden", + "comparison": "isEqualTo", + "value": "true" + }, + "name": "query - Get VM vCPU" + }, + { + "type": 1, + "content": { + "json": "## Windows Azure Hybrid Benefit (AHB) Overview" + }, + "name": "AHB Overview" + }, + { + "type": 1, + "content": { + "json": "Each two-processor license or each set of 16-core licenses, either Datacenter or Standard editions, are entitled to two instances of up to 8 cores, or one instance of up to 16 cores.\r\n\r\nThe virtual machines (VMs) with less than 8 cores are categorized as **Low Priority**, while those with 8 or more cores are classified as **High Priority**. In situations where there are insufficient Azure Hybrid benefit licenses to cover all the VMs in the environment, it is recommended to prioritize the High Priority VMs.", + "style": "info" + }, + "name": "NUmber of Processors", + "styleSettings": { + "margin": "10px", + "showBorder": true + } + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\" | extend SubscriptionName=name \r\n| join (\r\nresources \r\n| where resourceGroup in ({ResourceGroup})\r\n| where type =~ 'microsoft.compute/virtualmachines'\r\n| where tostring(properties.storageProfile.imageReference.publisher ) == \"MicrosoftWindowsServer\" or tostring(properties.virtualMachineProfile.storageProfile.osDisk.osType) == 'Windows' or tostring(properties.storageProfile.imageReference.publisher ) == \"microsoftsqlserver\"\r\n| extend OS=properties.storageProfile.imageReference.id \r\n| where isnull(OS)\r\n| extend WindowsId=id\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), WindowsId=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct WindowsId\r\n )\r\n on WindowsId\r\n| extend LicenseType = tostring(properties.['licenseType'])\r\n| extend CheckAHBWindows = case(\r\n type == 'microsoft.compute/virtualmachines' or type =~ 'microsoft.compute/virtualMachineScaleSets', iif((properties.['licenseType'])\r\n !has 'Windows' and (properties.virtualMachineProfile.['licenseType']) !has 'Windows' , \"AHB Not Enabled\", \"AHB Enabled\"),\r\n \"Not Windows\"\r\n )\r\n) on subscriptionId \r\n| summarize count() by SubscriptionName, CheckAHBWindows\r\n", + "size": 0, + "title": "Summary of Windows VMs with or without AHB per Subscription", + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "table", + "gridSettings": { + "sortBy": [ + { + "itemKey": "SubscriptionName", + "sortOrder": 1 + } + ], + "labelSettings": [ + { + "columnId": "SubscriptionName", + "label": "Subscription Name" + }, + { + "columnId": "CheckAHBWindows", + "label": "Is AHB enabled?" + }, + { + "columnId": "count_", + "label": "Number of resources" + } + ] + }, + "sortBy": [ + { + "itemKey": "SubscriptionName", + "sortOrder": 1 + } + ], + "tileSettings": { + "titleContent": { + "columnMatch": "CheckAHBWindows", + "formatter": 1 + }, + "subtitleContent": { + "columnMatch": "SubscriptionName", + "formatter": 1 + }, + "leftContent": { + "columnMatch": "count_", + "formatter": 12, + "formatOptions": { + "palette": "auto" + } + }, + "showBorder": false, + "size": "auto" + }, + "chartSettings": { + "xAxis": "SubscriptionName" + } + }, + "customWidth": "50", + "name": "Summary of Windows VMs with or without AHB per Subscription" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\" | extend SubscriptionName=name \r\n| join (\r\nresources \r\n| where resourceGroup in ({ResourceGroup})\r\n| where tostring(properties.storageProfile.imageReference.publisher ) == \"MicrosoftWindowsServer\" or tostring(properties.virtualMachineProfile.storageProfile.osDisk.osType) == 'Windows' or tostring(properties.storageProfile.imageReference.publisher ) == \"microsoftsqlserver\"\r\n| where tostring(properties.storageProfile.osDisk.osType) == 'Windows'\r\n| extend OS=properties.storageProfile.imageReference.id \r\n| where isnull(OS)\r\n| extend WindowsId=id\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), WindowsId=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct WindowsId\r\n )\r\n on WindowsId\r\n| extend LicenseType = tostring(properties.['licenseType'])\r\n| extend CheckAHBWindows = case(\r\n type == 'microsoft.compute/virtualmachines' or type =~ 'microsoft.compute/virtualMachineScaleSets', iif((properties.['licenseType'])\r\n !has 'Windows' and (properties.virtualMachineProfile.['licenseType']) !has 'Windows' , \"AHB Not Enabled\", \"AHB Enabled\"),\r\n \"Not Windows\"\r\n )\r\n) on subscriptionId \r\n| summarize count() by CheckAHBWindows", + "size": 0, + "title": "Summary of Windows VMs with or without AHB", + "showRefreshButton": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "piechart" + }, + "customWidth": "50", + "name": "Summary of Windows VMs with or without AHB" + }, + { + "type": 1, + "content": { + "json": "### Consumed Licenses\r\nTotal number of Windows licenses cores consumed by all Windows virtual machines.\r\n", + "style": "info" + }, + "customWidth": "50", + "name": "Consumed Licenses" + }, + { + "type": 1, + "content": { + "json": "### Number of required Cores to enable Windows Azure Hybrid Benefit\r\nNumber of cores required to enable AHB across the entire environment.", + "style": "info" + }, + "customWidth": "50", + "name": "Number of required Cores" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"50d79765-aad4-437e-a90b-8cc7865e7081\",\"mergeType\":\"inner\",\"leftTable\":\"WindowsAHBEnabled\",\"rightTable\":\"query - Get VM vCPU\",\"leftColumn\":\"VMSize\",\"rightColumn\":\"Name\"}],\"projectRename\":[{\"originalName\":\"[WindowsAHBEnabled].VMName\",\"mergedName\":\"VMName\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[WindowsAHBEnabled].VMSize\",\"mergedName\":\"VMSize\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[query - Get VM vCPU].vCPUs\",\"mergedName\":\"vCPUs\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[Added column]\",\"mergedName\":\"Prioritize AHB?\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCPUs\",\"operator\":\">=\",\"rightValType\":\"static\",\"rightVal\":\"8\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"High Priority\\\"\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"Low Priority\\\"\"}}]},{\"originalName\":\"[Added column]\",\"mergedName\":\"Consumed Cores per VM\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCPUs\",\"operator\":\"<=\",\"rightValType\":\"static\",\"rightVal\":\"8\",\"resultValType\":\"expression\",\"resultVal\":\"8\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"[\\\"vCPUs\\\"]\"}}]},{\"originalName\":\"[WindowsAHBEnabled].subscriptionId\",\"mergedName\":\"subscriptionId\",\"fromId\":\"unknown\"},{\"originalName\":\"[WindowsAHBEnabled].WindowsId1\",\"mergedName\":\"WindowsId1\",\"fromId\":\"unknown\"},{\"originalName\":\"[WindowsAHBEnabled].WindowsId\"},{\"originalName\":\"[WindowsAHBEnabled].VMRG\"},{\"originalName\":\"[WindowsAHBEnabled].VMLocation\"},{\"originalName\":\"[WindowsAHBEnabled].OSType\"},{\"originalName\":\"[WindowsAHBEnabled].OsVersion\"},{\"originalName\":\"[WindowsAHBEnabled].LicenseType\"},{\"originalName\":\"[query - Get VM vCPU].Name\"},{\"originalName\":\"[query - Get VM vCPU].MemoryGB\"},{\"originalName\":\"[query - Get VM vCPU].MaxNetworkInterfaces\"},{\"originalName\":\"[query - Get VM vCPU].HyperVGenerations\"},{\"originalName\":\"[query - Get VM vCPU].vCPUsPerCore\"},{\"originalName\":\"[WindowsAHBEnabled].VMSSize\"}]}", + "size": 0, + "title": "Consumed Cores per AHB Priority", + "noDataMessage": "None of your VMs have AHB enabled", + "noDataMessageStyle": 4, + "showRefreshButton": true, + "queryType": 7, + "visualization": "piechart", + "gridSettings": { + "formatters": [ + { + "columnMatch": "Prioritize AHB?", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "High Priority", + "representation": "Sev0", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "Sev4", + "text": "{0}{1}" + } + ] + }, + "numberFormat": { + "unit": 17, + "options": { + "style": "decimal" + } + } + } + ] + }, + "chartSettings": { + "yAxis": [ + "Consumed Cores per VM" + ], + "group": "Prioritize AHB?", + "createOtherGroup": null + } + }, + "customWidth": "33", + "name": "Consumed Cores per AHB Priority" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"d8deb22b-a596-43ee-acc4-180849d26130\",\"mergeType\":\"inner\",\"leftTable\":\"WindowsAHBEnabled\",\"rightTable\":\"query - Get VM vCPU\",\"leftColumn\":\"VMSize\",\"rightColumn\":\"Name\"}],\"projectRename\":[{\"originalName\":\"[Added column]\",\"mergedName\":\"ConsumedCores\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCPUs\",\"operator\":\"<=\",\"rightValType\":\"static\",\"rightVal\":\"8\",\"resultValType\":\"expression\",\"resultVal\":\"8\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"[\\\"vCPUs\\\"]\"}}]},{\"originalName\":\"[WindowsAHBEnabled].WindowsId\",\"mergedName\":\"WindowsId\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[WindowsAHBEnabled].VMName\",\"mergedName\":\"VMName\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[WindowsAHBEnabled].VMRG\",\"mergedName\":\"VMRG\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[WindowsAHBEnabled].VMSize\",\"mergedName\":\"VMSize\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[WindowsAHBEnabled].VMSSize\",\"mergedName\":\"VMSSize\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[WindowsAHBEnabled].VMLocation\",\"mergedName\":\"VMLocation\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[WindowsAHBEnabled].OSType\",\"mergedName\":\"OSType\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[WindowsAHBEnabled].OsVersion\",\"mergedName\":\"OsVersion\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[WindowsAHBEnabled].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[query 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vCPU].vCPUsPerCore\",\"mergedName\":\"vCPUsPerCore\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[WindowsAHBEnabled].subscriptionId\",\"mergedName\":\"subscriptionId\",\"fromId\":\"unknown\"},{\"originalName\":\"[WindowsAHBEnabled].WindowsId1\",\"mergedName\":\"WindowsId1\",\"fromId\":\"unknown\"}]}", + "size": 0, + "title": "Consumed Cores per VM", + "showRefreshButton": true, + "queryType": 7, + "visualization": "piechart", + "gridSettings": { + "formatters": [ + { + "columnMatch": "ConsumedCores", + "formatter": 0, + "formatOptions": { + "aggregation": "Sum" + } + } + ] + }, + "tileSettings": { + "titleContent": {}, + "leftContent": { + "columnMatch": "ConsumedCores", + "formatter": 12, + "formatOptions": { + "palette": "blue" + } + }, + "showBorder": false + }, + "graphSettings": { + "type": 0 + }, + "chartSettings": { + "yAxis": [ + "ConsumedCores" + ], + "group": "VMName", + "createOtherGroup": null + } + }, + "customWidth": "33", + "name": "Consumed Cores per VM" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"50d79765-aad4-437e-a90b-8cc7865e7081\",\"mergeType\":\"inner\",\"leftTable\":\"AHB Disabled\",\"rightTable\":\"query - Get VM vCPU\",\"leftColumn\":\"VMSize\",\"rightColumn\":\"Name\"}],\"projectRename\":[{\"originalName\":\"[Added column]\",\"mergedName\":\"Prioritize AHB?\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCPUs\",\"operator\":\">=\",\"rightValType\":\"static\",\"rightVal\":\"8\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"High Priority\\\"\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"Low Priority\\\"\"}}]},{\"originalName\":\"[Added column]\",\"mergedName\":\"Consumed Cores per VM\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCPUs\",\"operator\":\"<=\",\"rightValType\":\"static\",\"rightVal\":\"8\",\"resultValType\":\"expression\",\"resultVal\":\"8\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"[\\\"vCPUs\\\"]\"}}]},{\"originalName\":\"[query - 0].subscriptionId\",\"mergedName\":\"subscriptionId\",\"fromId\":\"unknown\"},{\"originalName\":\"[query - 0].WindowsId1\",\"mergedName\":\"WindowsId1\",\"fromId\":\"unknown\"},{\"originalName\":\"[AHB Disabled].WindowsId\",\"mergedName\":\"WindowsId\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[AHB Disabled].VMName\",\"mergedName\":\"VMName\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[AHB Disabled].VMRG\",\"mergedName\":\"VMRG\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[AHB Disabled].VMSize\",\"mergedName\":\"VMSize\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[AHB Disabled].VMSSize\",\"mergedName\":\"VMSSize\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[AHB Disabled].VMLocation\",\"mergedName\":\"VMLocation\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[AHB Disabled].OSType\",\"mergedName\":\"OSType\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[AHB Disabled].OsVersion\",\"mergedName\":\"OsVersion\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[AHB Disabled].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[AHB Disabled].subscriptionId\",\"mergedName\":\"subscriptionId\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[AHB 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Disabled].QuickFix\",\"mergedName\":\"QuickFix\",\"fromId\":\"unknown\"},{\"originalName\":\"[AHB Disabled].VMIDFull\",\"mergedName\":\"VMIDFull\",\"fromId\":\"unknown\"},{\"originalName\":\"[WindowsAHBEnabled].WindowsId\"},{\"originalName\":\"[WindowsAHBEnabled].VMRG\"},{\"originalName\":\"[WindowsAHBEnabled].VMLocation\"},{\"originalName\":\"[WindowsAHBEnabled].OSType\"},{\"originalName\":\"[WindowsAHBEnabled].OsVersion\"},{\"originalName\":\"[WindowsAHBEnabled].LicenseType\"},{\"originalName\":\"[query - Get VM vCPU].Name\"},{\"originalName\":\"[query - Get VM vCPU].MemoryGB\"},{\"originalName\":\"[query - Get VM vCPU].MaxNetworkInterfaces\"},{\"originalName\":\"[query - Get VM vCPU].HyperVGenerations\"},{\"originalName\":\"[query - Get VM vCPU].vCPUsPerCore\"},{\"originalName\":\"[WindowsAHBEnabled].VMSSize\"}]}", + "size": 0, + "title": "Cores not enabled per AHB Priority", + "noDataMessage": "All of your VMs have AHB enabled", + "noDataMessageStyle": 4, + "showRefreshButton": true, + "queryType": 7, + "visualization": "piechart", + "gridSettings": { + "formatters": [ + { + "columnMatch": "Prioritize AHB?", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "High Priority", + "representation": "Sev0", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "Sev4", + "text": "{0}{1}" + } + ] + }, + "numberFormat": { + "unit": 17, + "options": { + "style": "decimal" + } + } + } + ] + }, + "chartSettings": { + "yAxis": [ + "Consumed Cores per VM" + ], + "group": "Prioritize AHB?", + "createOtherGroup": null + } + }, + "customWidth": "33", + "name": "Cores NOT enabled per AHB Priority" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "parameters": [ + { + "id": "ae5e8765-47ef-46a6-803b-6b7124c098d2", + "version": "KqlParameterItem/1.0", + "name": "AHBEnabled", + "label": "See VMs with AHB", + "type": 2, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "jsonData": "[\r\n {\"value\":\"Yes\"},\r\n {\"value\":\"No\", \"selected\":true}\r\n]\r\n\r\n", + "timeContext": { + "durationMs": 86400000 + } + }, + { + "id": "f1ac5e53-253c-4afb-8bc5-b1ba2efea3eb", + "version": "KqlParameterItem/1.0", + "name": "AHBDisabled", + "label": "See VMs without AHB", + "type": 2, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "jsonData": "[\r\n {\"value\":\"Yes\"},\r\n {\"value\":\"No\", \"selected\":true}\r\n]\r\n\r\n" + }, + { + "id": "20a00706-a89b-42aa-8dea-9c44c93e8014", + "version": "KqlParameterItem/1.0", + "name": "LastAHB", + "label": "See VMs AHB enabled in the last 7 days", + "type": 2, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "jsonData": "[\r\n {\"value\":\"Yes\"},\r\n {\"value\":\"No\", \"selected\":true}\r\n]\r\n\r\n" + } + ], + "style": "pills", + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces" + }, + "name": "VM AHB Enabled" + }, + { + "type": 1, + "content": { + "json": "List of Windows VMs without Hybrid Benefit groupped by Subscription.", + "style": "info" + }, + "conditionalVisibility": { + "parameterName": "AHBDisabled", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "List of Windows VMs without AHB" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"50d79765-aad4-437e-a90b-8cc7865e7081\",\"mergeType\":\"inner\",\"leftTable\":\"AHB Disabled\",\"rightTable\":\"query - Get VM vCPU\",\"leftColumn\":\"VMSize\",\"rightColumn\":\"Name\"}],\"projectRename\":[{\"originalName\":\"[query - 0].subscriptionId\",\"mergedName\":\"subscriptionId\",\"fromId\":\"unknown\"},{\"originalName\":\"[query - 0].subscriptionId\",\"mergedName\":\"subscriptionId\",\"fromId\":\"unknown\"},{\"originalName\":\"[AHB Disabled].VMName\",\"mergedName\":\"VM Name\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[AHB Disabled].VMRG\",\"mergedName\":\"VMRG\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[Added column]\",\"mergedName\":\"Prioritize AHB?\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCPUs\",\"operator\":\">=\",\"rightValType\":\"static\",\"rightVal\":\"8\",\"resultValType\":\"static\",\"resultVal\":\"High Priority\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"static\",\"resultVal\":\"Low Priority\"}}]},{\"originalName\":\"[AHB Disabled].VMLocation\",\"mergedName\":\"VMLocation\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[AHB Disabled].QuickFix\",\"mergedName\":\"QuickFix\",\"fromId\":\"unknown\"},{\"originalName\":\"[AHB Disabled].VMSize\",\"mergedName\":\"VMSize\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[query - Get VM vCPU].vCPUs\",\"mergedName\":\"vCPUs\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[AHB Disabled].OSType\",\"mergedName\":\"OSType\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[AHB Disabled].OsVersion\",\"mergedName\":\"OsVersion\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[AHB Disabled].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[AHB Disabled].subscriptionId\",\"mergedName\":\"subscriptionId\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[AHB Disabled].WindowsId1\",\"mergedName\":\"WindowsId1\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[query - Get VM vCPU].Name\",\"mergedName\":\"Name\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[query - Get VM vCPU].MemoryGB\",\"mergedName\":\"MemoryGB\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[query - Get VM vCPU].MaxNetworkInterfaces\",\"mergedName\":\"MaxNetworkInterfaces\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[query - Get VM vCPU].HyperVGenerations\",\"mergedName\":\"HyperVGenerations\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[query - Get VM vCPU].vCPUsPerCore\",\"mergedName\":\"vCPUsPerCore\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[AHB Disabled].VMIDFull\",\"mergedName\":\"VMIDFull\",\"fromId\":\"unknown\"},{\"originalName\":\"[query - 0].VMName\"},{\"originalName\":\"[query - 0].VMSSize\"},{\"originalName\":\"[query - Get VM vCPU].Name\"},{\"originalName\":\"[query - Get VM vCPU].MemoryGB\"},{\"originalName\":\"[query - Get VM vCPU].MaxNetworkInterfaces\"},{\"originalName\":\"[query - Get VM vCPU].HyperVGenerations\"},{\"originalName\":\"[query - Get VM vCPU].vCPUsPerCore\"},{\"originalName\":\"[AHB Disabled].WindowsId\"},{\"originalName\":\"[AHB Disabled].VMSSize\"}]}", + "size": 0, + "title": "VMs without AHB", + "noDataMessage": "All of your VMs have AHB enabled", + "noDataMessageStyle": 3, + "exportedParameters": [ + { + "fieldName": "VMIDFull", + "parameterName": "WindowsID" + }, + { + "fieldName": "VMRG", + "parameterName": "ResourceGroup", + "parameterType": 1 + }, + { + "fieldName": "VM Name", + "parameterName": "VMName", + "parameterType": 1 + }, + { + "fieldName": "Prioritize AHB?", + "parameterName": "AHBPriority", + "parameterType": 1 + } + ], + "showExportToExcel": true, + "queryType": 7, + "gridSettings": { + "formatters": [ + { + "columnMatch": "$gen_group", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "Group", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "QuickFix", + "formatter": 7, + "formatOptions": { + "linkTarget": "ArmAction", + "linkLabel": "Apply Hybrid Benefit", + "linkIsContextBlade": true, + "armActionContext": { + "path": "/{WindowsID}?api-version=2023-03-01", + "headers": [], + "params": [], + "body": "{\r\n \"properties\": {\r\n \"licenseType\": \"Windows_Server\"\r\n }\r\n}\r\n\r\n", + "httpMethod": "PATCH", + "title": "Apply Hybrid Benefit to VM {VMName}", + "description": "# Windows Hybrid Benefit Application Information: VM \"{VMName}\"\n\n\n{WindowsID}\n\n**Attention!**\n\nThis action will apply the Windows Hybrid Benefit to the virtual machine with the name **{VMName}**. Please ensure that you are applying the benefit to the correct VM.\n\n**Resource Details:**\n\n- VM Name: {VMName}\n- Resource Group: {ResourceGroup}\n- Prioritize AHB: {AHBPriority}\n\n### Required RBAC Permissions\n\nTo perform this action, you need to have **Contributor** permissions on the Resource Group where the VM is located.\n\nPlease review the information carefully before proceeding with applying the Windows Hybrid Benefit.\n", + "actionName": "Applying Hybrid benefit to VM {VMName}", + "runLabel": "Apply Hybrid Benefit to VM: \"{VMName}\"" + } + } + }, + { + "columnMatch": "Prioritize AHB?", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "High Priority", + "representation": "Sev0", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "Sev4", + "text": "{0}{1}" + } + ] + }, + "numberFormat": { + "unit": 17, + "options": { + "style": "decimal" + } + }, + "tooltipFormat": { + "tooltip": "The virtual machines (VMs) with less than 8 cores are categorized as Low Priority, while those with 8 or more cores are classified as High Priority. " + } + }, + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "WindowsId1", + "formatter": 5 + }, + { + "columnMatch": "Name", + "formatter": 5 + }, + { + "columnMatch": "HyperVGenerations", + "formatter": 5 + }, + { + "columnMatch": "vCPUsPerCore", + "formatter": 5 + }, + { + "columnMatch": "VMIDFull", + "formatter": 5 + } + ], + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "subscriptionId" + ], + "expandTopLevel": true + }, + "labelSettings": [ + { + "columnId": "VM Name", + "label": "VM Name" + }, + { + "columnId": "VMRG", + "label": "Resource Group" + }, + { + "columnId": "VMLocation", + "label": "Location" + }, + { + "columnId": "QuickFix", + "label": "Enable AHB" + }, + { + "columnId": "Prioritize AHB?", + "label": "AHB Priority" + }, + { + "columnId": "VMSize", + "label": "SKU" + }, + { + "columnId": "OSType", + "label": "OS Type" + }, + { + "columnId": "OsVersion", + "label": "OS Version" + }, + { + "columnId": "LicenseType", + "label": "License Type" + }, + { + "columnId": "subscriptionId", + "label": "Subscription Name" + }, + { + "columnId": "MemoryGB", + "label": "Memory" + }, + { + "columnId": "MaxNetworkInterfaces", + "label": "Max. NICs" + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "AHBDisabled", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "VM+SKU+vCores" + }, + { + "type": 1, + "content": { + "json": "List of Windows VMs with Hybrid Benefit groupped by Subscription.", + "style": "info" + }, + "conditionalVisibility": { + "parameterName": "AHBEnabled", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "AHB By SUbscription" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"50d79765-aad4-437e-a90b-8cc7865e7081\",\"mergeType\":\"inner\",\"leftTable\":\"WindowsAHBEnabled\",\"rightTable\":\"query - Get VM vCPU\",\"leftColumn\":\"VMSize\",\"rightColumn\":\"Name\"}],\"projectRename\":[{\"originalName\":\"[WindowsAHBEnabled].WindowsId\",\"mergedName\":\"VM Name\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[WindowsAHBEnabled].VMRG\",\"mergedName\":\"Resource 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VM\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCPUs\",\"operator\":\"<=\",\"rightValType\":\"static\",\"rightVal\":\"8\",\"resultValType\":\"expression\",\"resultVal\":\"8\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"([\\\"vCPUs\\\"] + 7) & ~7\"}}]},{\"originalName\":\"[WindowsAHBEnabled].LicenseType\",\"mergedName\":\"License Type\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[WindowsAHBEnabled].VMLocation\",\"mergedName\":\"Location\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[WindowsAHBEnabled].OSType\",\"mergedName\":\"OS Type\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[WindowsAHBEnabled].OsVersion\",\"mergedName\":\"OS 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"$gen_group", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "Group", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "Prioritize AHB?", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "High Priority", + "representation": "Sev0", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "2", + "text": "{0}{1}" + } + ] + }, + "numberFormat": { + "unit": 17, + "options": { + "style": "decimal" + } + } + }, + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "WindowsId1", + "formatter": 5 + }, + { + "columnMatch": "Subscription Name", + "formatter": 5 + } + ], + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "subscriptionId" + ], + "expandTopLevel": true + }, + "labelSettings": [ + { + "columnId": "WindowsId1", + "label": "VM ID" + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "AHBEnabled", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "VM+SKU+vCores-AHB" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"d8deb22b-a596-43ee-acc4-180849d26168\",\"mergeType\":\"inner\",\"leftTable\":\"VM Latest Change Last 7 days\",\"rightTable\":\"VM+SKU+vCores-AHB\",\"leftColumn\":\"VMID\",\"rightColumn\":\"VM Name\"}],\"projectRename\":[{\"originalName\":\"[VM Latest Change Last 7 days].VMID\",\"mergedName\":\"VMID\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26168\"},{\"originalName\":\"[VM Latest Change Last 7 days].NewLicense\",\"mergedName\":\"NewLicense\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26168\"},{\"originalName\":\"[VM Latest Change Last 7 days].DateofChange\",\"mergedName\":\"DateofChange\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26168\"},{\"originalName\":\"[VM+SKU+vCores-AHB].VM Name\",\"mergedName\":\"VM Name\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26168\"},{\"originalName\":\"[VM+SKU+vCores-AHB].Resource Group\",\"mergedName\":\"Resource Group\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26168\"},{\"originalName\":\"[VM+SKU+vCores-AHB].VM SKU\",\"mergedName\":\"VM SKU\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26168\"},{\"originalName\":\"[VM+SKU+vCores-AHB].vCPUs\",\"mergedName\":\"vCPUs\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26168\"},{\"originalName\":\"[VM+SKU+vCores-AHB].Prioritize AHB?\",\"mergedName\":\"Prioritize AHB?\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26168\"},{\"originalName\":\"[VM+SKU+vCores-AHB].License Type\",\"mergedName\":\"License Type\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26168\"},{\"originalName\":\"[VM+SKU+vCores-AHB].Consumed Cores per VM\",\"mergedName\":\"Consumed Cores per VM\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26168\"},{\"originalName\":\"[VM+SKU+vCores-AHB].Location\",\"mergedName\":\"Location\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26168\"},{\"originalName\":\"[VM+SKU+vCores-AHB].OS Type\",\"mergedName\":\"OS Type\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26168\"},{\"originalName\":\"[VM+SKU+vCores-AHB].OS Version\",\"mergedName\":\"OS Version\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26168\"},{\"originalName\":\"[VM+SKU+vCores-AHB].subscriptionId\",\"mergedName\":\"subscriptionId\",\"fromId\":\"unknown\"},{\"originalName\":\"[VM+SKU+vCores-AHB].WindowsId1\",\"mergedName\":\"WindowsId1\",\"fromId\":\"unknown\"}]}", + "size": 0, + "title": "Total Cores Enabled last 7 Days", + "noDataMessage": "Windows AHB hasn't been enabled in the last 7 days", + "showRefreshButton": true, + "queryType": 7, + "visualization": "barchart", + "tileSettings": { + "showBorder": false, + "titleContent": { + "columnMatch": "NewLicense", + "formatter": 1 + }, + "leftContent": { + "columnMatch": "vCPUs", + "formatter": 12, + "formatOptions": { + "palette": "auto" + }, + "numberFormat": { + "unit": 17, + "options": { + "maximumSignificantDigits": 3, + "maximumFractionDigits": 2 + } + } + } + }, + "chartSettings": { + "xAxis": "VM Name", + "yAxis": [ + "Consumed Cores per VM" + ], + "group": null, + "createOtherGroup": 0, + "seriesLabelSettings": [ + { + "seriesName": "Consumed Cores per VM", + "color": "grayBlue" + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "LastAHB", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "Total Cores Enabled last 7 Days" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"d8deb22b-a596-43ee-acc4-180849d26168\",\"mergeType\":\"inner\",\"leftTable\":\"VM Latest Change Last 7 days\",\"rightTable\":\"VM+SKU+vCores-AHB\",\"leftColumn\":\"VMID\",\"rightColumn\":\"VM Name\"}],\"projectRename\":[{\"originalName\":\"[VM+SKU+vCores-AHB].VM Name\",\"mergedName\":\"VM Name\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26168\"},{\"originalName\":\"[VM+SKU+vCores-AHB].Resource Group\",\"mergedName\":\"Resource Group\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26168\"},{\"originalName\":\"[VM Latest Change Last 7 days].NewLicense\",\"mergedName\":\"NewLicense\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26168\"},{\"originalName\":\"[VM Latest Change Last 7 days].DateofChange\",\"mergedName\":\"DateofChange\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26168\"},{\"originalName\":\"[VM+SKU+vCores-AHB].VM SKU\",\"mergedName\":\"VM SKU\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26168\"},{\"originalName\":\"[VM+SKU+vCores-AHB].vCPUs\",\"mergedName\":\"vCPUs\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26168\"},{\"originalName\":\"[VM+SKU+vCores-AHB].Consumed Cores per VM\",\"mergedName\":\"Consumed Cores per VM\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26168\"},{\"originalName\":\"[VM+SKU+vCores-AHB].Prioritize AHB?\",\"mergedName\":\"Prioritize AHB?\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26168\"},{\"originalName\":\"[VM+SKU+vCores-AHB].Location\",\"mergedName\":\"Location\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26168\"},{\"originalName\":\"[VM+SKU+vCores-AHB].subscriptionId\",\"mergedName\":\"subscriptionId\",\"fromId\":\"unknown\"},{\"originalName\":\"[VM+SKU+vCores-AHB].WindowsId1\",\"mergedName\":\"WindowsId1\",\"fromId\":\"unknown\"},{\"originalName\":\"[VM Latest Change Last 7 days].VMID\"},{\"originalName\":\"[VM+SKU+vCores-AHB].OS Type\"},{\"originalName\":\"[VM+SKU+vCores-AHB].OS Version\"},{\"originalName\":\"[VM+SKU+vCores-AHB].License Type\"}]}", + "size": 0, + "title": "Total Cores Enabled last 7 Days - Detailed view", + "noDataMessage": "No AHB has been enabled in the last 7 days", + "showExportToExcel": true, + "queryType": 7, + "visualization": "table", + "tileSettings": { + "showBorder": false, + "titleContent": { + "columnMatch": "NewLicense", + "formatter": 1 + }, + "leftContent": { + "columnMatch": "vCPUs", + "formatter": 12, + "formatOptions": { + "palette": "auto" + }, + "numberFormat": { + "unit": 17, + "options": { + "maximumSignificantDigits": 3, + "maximumFractionDigits": 2 + } + } + } + }, + "chartSettings": { + "xAxis": "VM Name", + "yAxis": [ + "Consumed Cores per VM" + ], + "group": null, + "createOtherGroup": 0, + "seriesLabelSettings": [ + { + "seriesName": "Consumed Cores per VM", + "color": "grayBlue" + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "LastAHB", + "comparison": "isEqualTo", + "value": "Yes" + }, + "showPin": false, + "name": "Total Cores Enabled last 7 Days - Details" + } + ] + }, + "name": "VM" + } + ] + }, + "conditionalVisibilities": [ + { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "VM" + }, + { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "VM" + } + ], + "name": "VM/VMSS-RGFilter" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 11, + "content": { + "version": "LinkItem/1.0", + "style": "tabs", + "links": [ + { + "id": "0211f413-9f36-4750-9ef2-d382ba30ba6c", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "SQL Server VMs", + "subTarget": "SQLVM", + "preText": "VM", + "style": "link" + }, + { + "id": "79e7a97a-1413-41e8-b4c6-ebd1d0a45e2e", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "SQL DB", + "subTarget": "SQLDB", + "style": "link" + }, + { + "id": "1f381e5b-7071-41ce-a354-c2df93445cae", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "SQL Managed Instances", + "subTarget": "SQLMI", + "style": "link" + } + ] + }, + "name": "links - 4" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\" | extend SubscriptionName=name \r\n| join (\r\n resources | where type =~ 'Microsoft.SqlVirtualMachine/SqlVirtualMachines' and tostring(properties.['sqlServerLicenseType']) != 'AHUB' and resourceGroup in ({ResourceGroup})\r\n | extend SQLID=id, VMName = name, VMRG = resourceGroup, VMLocation = location, LicenseType = tostring(properties.['sqlServerLicenseType']), OSType=tostring(properties.storageProfile.imageReference.offer), SQLAgentType = tostring(properties.['sqlManagement']), SQLVersion = tostring(properties.['sqlImageOffer']), SQLSKU=tostring(properties.['sqlImageSku'])\r\n ) on subscriptionId \r\n| join (\r\n resources\r\n | where type =~ 'Microsoft.Compute/virtualmachines'\r\n | project VMName = tolower(name), VMSize = tostring(properties.hardwareProfile.vmSize)\r\n ) on VMName\r\n| order by id asc \r\n| project SQLID,VMName,VMRG, VMLocation, VMSize, SQLVersion, SQLSKU, SQLAgentType, LicenseType, SubscriptionName\r\n| where SQLSKU != \"Developer\" and SQLSKU != \"Express\"\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), SQLID=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct SQLID\r\n )\r\n on SQLID", + "size": 0, + "title": "SQL VM AHB Disabled", + "noDataMessage": "All of your VMs have AHB enabled.", + "noDataMessageStyle": 3, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ] + }, + "conditionalVisibility": { + "parameterName": "AlwaysHidden", + "comparison": "isEqualTo", + "value": "true" + }, + "name": "Get-SQL-AHB-Disabled" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\" | extend SubscriptionName=name \r\n| join (\r\n resources | where type =~ 'Microsoft.SqlVirtualMachine/SqlVirtualMachines' and tostring(properties.['sqlServerLicenseType']) == 'AHUB' and resourceGroup in ({ResourceGroup})\r\n | extend SQLID=id, VMName = name, VMRG = resourceGroup, VMLocation = location, LicenseType = tostring(properties.['sqlServerLicenseType']), OSType=tostring(properties.storageProfile.imageReference.offer), SQLAgentType = tostring(properties.['sqlManagement']), SQLVersion = tostring(properties.['sqlImageOffer']), SQLSKU=tostring(properties.['sqlImageSku'])\r\n ) on subscriptionId \r\n| join (\r\n resources\r\n | where type =~ 'Microsoft.Compute/virtualmachines'\r\n | project VMName = tolower(name), VMSize = tostring(properties.hardwareProfile.vmSize)\r\n ) on VMName\r\n| order by id asc \r\n| project SQLID,VMName,VMRG, VMLocation, VMSize, SQLVersion, SQLSKU, SQLAgentType, LicenseType, SubscriptionName\r\n| where SQLSKU != \"Developer\" and SQLSKU != \"Express\"\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), SQLID=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct SQLID\r\n )\r\n on SQLID", + "size": 0, + "title": "SQL VM AHB Enabled", + "noDataMessage": "None of your VMs have AHB enabled.", + "noDataMessageStyle": 5, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ] + }, + "conditionalVisibility": { + "parameterName": "AlwaysHidden", + "comparison": "isEqualTo", + "value": "true" + }, + "name": "Get-SQL-AHB-Enabled" + }, + { + "type": 1, + "content": { + "json": "## SQL Virtual Machines Azure Hybrid Benefit (AHB) Overview" + }, + "name": "SQL Text" + }, + { + "type": 1, + "content": { + "json": "Apply to SQL Server 1 to 4 vCPUs exchange: For every 1 core of SQL Server Enterprise Edition, you get 4 vCPUs of SQL Managed Instance or Azure SQL Database general purpose and Hyperscale tiers, or 4 vCPUs of SQL Server Standard edition on Azure VMs.\r\n\r\nThe SQL virtual machines (VMs) with less than 4 cores are categorized as **Low Priority**, while those with 8 or more cores are classified as **High Priority**. In situations where there are insufficient Azure Hybrid benefit licenses to cover all the VMs in the environment, it is recommended to prioritize the High Priority VMs.", + "style": "info" + }, + "name": "SQL License Info", + "styleSettings": { + "margin": "10px", + "showBorder": true + } + }, + { + "type": 1, + "content": { + "json": "### AHB Overview\r\nSummary of all SQL on VMs with and without SQL AHB.", + "style": "info" + }, + "name": "AHB Overview21" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "loadType": "explicit", + "loadButtonText": "Load SQL Info", + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\" | extend SubscriptionName=name \r\n| join (\r\n resources | where type =~ 'Microsoft.SqlVirtualMachine/SqlVirtualMachines' and resourceGroup in ({ResourceGroup})\r\n | extend SQLID=id, VMName = name, VMRG = resourceGroup, VMLocation = location, LicenseType = tostring(properties.['sqlServerLicenseType']), OSType=tostring(properties.storageProfile.imageReference.offer), SQLAgentType = tostring(properties.['sqlManagement']), SQLVersion = tostring(properties.['sqlImageOffer']), SQLSKU=tostring(properties.['sqlImageSku'])\r\n | where SQLSKU != \"Developer\" and SQLSKU != \"Express\"\r\n | join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), SQLID=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct SQLID\r\n )\r\n on SQLID\r\n | extend CheckSQLVMAHB = case(\r\n type =~ 'Microsoft.SqlVirtualMachine/SqlVirtualMachines', iif((properties.['sqlServerLicenseType'])\r\n !has 'AHUB', \"AHB Not Enabled\", \"AHB Enabled\"),\r\n \"Not SQL\"\r\n )\r\n ) on subscriptionId \r\n| summarize count() by SubscriptionName, CheckSQLVMAHB", + "size": 0, + "title": "Summary of SQL on VMs with or without AHB per Subscription", + "showRefreshButton": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "table", + "gridSettings": { + "formatters": [ + { + "columnMatch": "Prioritize AHB?", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "High Priority", + "representation": "Sev0", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "Low Priority", + "representation": "2", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "unknown", + "text": "{0}{1}" + } + ] + } + } + ], + "labelSettings": [ + { + "columnId": "SubscriptionName", + "label": "Subscription Name" + }, + { + "columnId": "CheckSQLVMAHB", + "label": "Is AHB enabled?" + }, + { + "columnId": "count_", + "label": "Number of Resources" + } + ] + }, + "tileSettings": { + "titleContent": { + "columnMatch": "CheckSQLVMAHB", + "formatter": 1 + }, + "subtitleContent": { + "columnMatch": "SubscriptionName", + "formatter": 1 + }, + "leftContent": { + "columnMatch": "count_", + "formatter": 12, + "formatOptions": { + "palette": "auto" + } + }, + "showBorder": false, + "size": "auto" + }, + "chartSettings": { + "xAxis": "SubscriptionName" + } + }, + "customWidth": "50", + "name": "Summary of SQL on VMs with or without AHB" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\" | extend SubscriptionName=name \r\n| join (\r\n resources | where type =~ 'Microsoft.SqlVirtualMachine/SqlVirtualMachines' and resourceGroup in ({ResourceGroup})\r\n | extend SQLID=id, VMName = name, VMRG = resourceGroup, VMLocation = location, LicenseType = tostring(properties.['sqlServerLicenseType']), OSType=tostring(properties.storageProfile.imageReference.offer), SQLAgentType = tostring(properties.['sqlManagement']), SQLVersion = tostring(properties.['sqlImageOffer']), SQLSKU=tostring(properties.['sqlImageSku'])\r\n | where SQLSKU != \"Developer\" and SQLSKU != \"Express\"\r\n | join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), SQLID=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct SQLID\r\n )\r\n on SQLID\r\n | extend CheckSQLVMAHB = case(\r\n type =~ 'Microsoft.SqlVirtualMachine/SqlVirtualMachines', iif((properties.['sqlServerLicenseType'])\r\n !has 'AHUB', \"AHB Not Enabled\", \"AHB Enabled\"),\r\n \"Not SQL\"\r\n )\r\n ) on subscriptionId \r\n| summarize count() by CheckSQLVMAHB", + "size": 0, + "title": "Summary SQL Enabled and Disabled", + "noDataMessage": "You don't have any SQL VM", + "showRefreshButton": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "piechart" + }, + "customWidth": "50", + "name": "Summary SQL Enabled and Disabled" + }, + { + "type": 1, + "content": { + "json": "### Consumed Licenses\r\nTotal number of SQL licenses cores consumed by all SQL running on Virtual Machines.\r\n", + "style": "info" + }, + "customWidth": "50", + "name": "Consumed Licenses123" + }, + { + "type": 1, + "content": { + "json": "### Number of required Cores to enable SQL Azure Hybrid Benefit\r\nNumber of cores required to enable SQL AHB across the entire environment.\r\n\r\n\r\n", + "style": "info" + }, + "customWidth": "50", + "name": "Number of required Cores to enable SQL AHB" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"cd7477ac-acd6-4894-b929-53348c7640e8\",\"mergeType\":\"inner\",\"leftTable\":\"API-Get_VM_SKU\",\"rightTable\":\"Get-SQL-AHB-Enabled\",\"leftColumn\":\"Name\",\"rightColumn\":\"VMSize\"}],\"projectRename\":[{\"originalName\":\"[Get-SQL-AHB-Enabled].SQLID\",\"mergedName\":\"SQLID\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[Get-SQL-AHB-Enabled].VMRG\",\"mergedName\":\"VMRG\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[Get-SQL-AHB-Enabled].VMLocation\",\"mergedName\":\"VMLocation\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[Get-SQL-AHB-Enabled].VMSize\",\"mergedName\":\"VMSize\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[API-Get_VM_SKU].vCPUs\",\"mergedName\":\"vCPUs\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[Added column]\",\"mergedName\":\"Consumed Cores\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCPUs\",\"operator\":\"<\",\"rightValType\":\"static\",\"rightVal\":\"4\",\"resultValType\":\"expression\",\"resultVal\":\"4\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"round([\\\"vCPUs\\\"] / 4) * 4\"}}]},{\"originalName\":\"[Added column]\",\"mergedName\":\"Prioritize AHB?\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCPUs\",\"operator\":\"<\",\"rightValType\":\"static\",\"rightVal\":\"4\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"Low Priority\\\"\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"High Priority\\\"\"}}]},{\"originalName\":\"[Get-SQL-AHB-Enabled].SQLVersion\",\"mergedName\":\"SQLVersion\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[Get-SQL-AHB-Enabled].SQLSKU\",\"mergedName\":\"SQLSKU\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[Get-SQL-AHB-Enabled].SQLAgentType\",\"mergedName\":\"SQLAgentType\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[Get-SQL-AHB-Enabled].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[Get-SQL-AHB-Enabled].SubscriptionName\",\"mergedName\":\"SubscriptionName\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[API-Get_VM_SKU].Name\",\"mergedName\":\"Name\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[API-Get_VM_SKU].MemoryGB\",\"mergedName\":\"MemoryGB\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[API-Get_VM_SKU].MaxNetworkInterfaces\",\"mergedName\":\"MaxNetworkInterfaces\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[API-Get_VM_SKU].HyperVGenerations\",\"mergedName\":\"HyperVGenerations\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[API-Get_VM_SKU].vCPUsPerCore\",\"mergedName\":\"vCPUsPerCore\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[Get-SQL-AHB-Enabled].VMName\",\"mergedName\":\"VMName\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[Get-SQL-AHB-Enabled].SQLID1\",\"mergedName\":\"SQLID1\",\"fromId\":\"unknown\"}]}", + "size": 0, + "title": "SQL VM AHB Consumed Cores per VM", + "noDataMessage": "None of your VMs have AHB enabled.", + "noDataMessageStyle": 4, + "showRefreshButton": true, + "queryType": 7, + "visualization": "piechart", + "gridSettings": { + "formatters": [ + { + "columnMatch": "Prioritize AHB?", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "High Priority", + "representation": "Sev0", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "Low Priority", + "representation": "2", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "unknown", + "text": "{0}{1}" + } + ] + } + } + ] + }, + "chartSettings": { + "yAxis": [ + "Consumed Cores" + ], + "group": "VMName", + "createOtherGroup": null + } + }, + "customWidth": "33", + "name": "Summary SQL+SKU AHB Enabled - per VM" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"cd7477ac-acd6-4894-b929-53348c7640e8\",\"mergeType\":\"inner\",\"leftTable\":\"API-Get_VM_SKU\",\"rightTable\":\"Get-SQL-AHB-Enabled\",\"leftColumn\":\"Name\",\"rightColumn\":\"VMSize\"}],\"projectRename\":[{\"originalName\":\"[Get-SQL-AHB-Enabled].SQLID\",\"mergedName\":\"SQLID\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[Get-SQL-AHB-Enabled].VMRG\",\"mergedName\":\"VMRG\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[Get-SQL-AHB-Enabled].VMLocation\",\"mergedName\":\"VMLocation\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[Get-SQL-AHB-Enabled].VMSize\",\"mergedName\":\"VMSize\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[API-Get_VM_SKU].vCPUs\",\"mergedName\":\"vCPUs\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[Added column]\",\"mergedName\":\"Consumed Cores\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCPUs\",\"operator\":\"<\",\"rightValType\":\"static\",\"rightVal\":\"4\",\"resultValType\":\"expression\",\"resultVal\":\"4\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"round([\\\"vCPUs\\\"] / 4) * 4\"}}]},{\"originalName\":\"[Added column]\",\"mergedName\":\"Prioritize AHB?\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCPUs\",\"operator\":\"<\",\"rightValType\":\"static\",\"rightVal\":\"4\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"Low Priority\\\"\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"High Priority\\\"\"}}]},{\"originalName\":\"[Get-SQL-AHB-Enabled].SQLVersion\",\"mergedName\":\"SQLVersion\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[Get-SQL-AHB-Enabled].SQLSKU\",\"mergedName\":\"SQLSKU\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[Get-SQL-AHB-Enabled].SQLAgentType\",\"mergedName\":\"SQLAgentType\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[Get-SQL-AHB-Enabled].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[Get-SQL-AHB-Enabled].SubscriptionName\",\"mergedName\":\"SubscriptionName\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[Get-SQL-AHB-Enabled].SQLID1\",\"mergedName\":\"SQLID1\",\"fromId\":\"unknown\"},{\"originalName\":\"[API-Get_VM_SKU].Name\"},{\"originalName\":\"[API-Get_VM_SKU].MemoryGB\"},{\"originalName\":\"[API-Get_VM_SKU].MaxNetworkInterfaces\"},{\"originalName\":\"[API-Get_VM_SKU].HyperVGenerations\"},{\"originalName\":\"[API-Get_VM_SKU].vCPUsPerCore\"},{\"originalName\":\"[Get-SQL-AHB-Enabled].VMName\"}]}", + "size": 0, + "title": "SQL VM AHB Consumed Cores per Priority", + "noDataMessage": "None of your VMs have AHB enabled.", + "noDataMessageStyle": 4, + "showRefreshButton": true, + "queryType": 7, + "visualization": "piechart", + "gridSettings": { + "formatters": [ + { + "columnMatch": "Prioritize AHB?", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "High Priority", + "representation": "Sev0", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "Low Priority", + "representation": "2", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "unknown", + "text": "{0}{1}" + } + ] + } + } + ] + }, + "chartSettings": { + "group": "Prioritize AHB?", + "createOtherGroup": null + } + }, + "customWidth": "33", + "showPin": false, + "name": "Summary SQL+SKU AHB Enabled -" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"cd7477ac-acd6-4894-b929-53348c7640b5\",\"mergeType\":\"inner\",\"leftTable\":\"API-Get_VM_SKU\",\"rightTable\":\"Get-SQL-AHB-Disabled\",\"leftColumn\":\"Name\",\"rightColumn\":\"VMSize\"}],\"projectRename\":[{\"originalName\":\"[Added column]\",\"mergedName\":\"Consumed Cores\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCPUs\",\"operator\":\"<\",\"rightValType\":\"static\",\"rightVal\":\"4\",\"resultValType\":\"expression\",\"resultVal\":\"4\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"([\\\"vCPUs\\\"] +3) & ~3\"}}]},{\"originalName\":\"[Added column]\",\"mergedName\":\"Prioritize AHB?\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCPUs\",\"operator\":\"<\",\"rightValType\":\"static\",\"rightVal\":\"4\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"Low Priority\\\"\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"High Priority\\\"\"}}]},{\"originalName\":\"[API-Get_VM_SKU].Name\",\"mergedName\":\"Name\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640b5\"},{\"originalName\":\"[API-Get_VM_SKU].vCPUs\",\"mergedName\":\"vCPUs\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640b5\"},{\"originalName\":\"[API-Get_VM_SKU].MemoryGB\",\"mergedName\":\"MemoryGB\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640b5\"},{\"originalName\":\"[API-Get_VM_SKU].MaxNetworkInterfaces\",\"mergedName\":\"MaxNetworkInterfaces\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640b5\"},{\"originalName\":\"[API-Get_VM_SKU].HyperVGenerations\",\"mergedName\":\"HyperVGenerations\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640b5\"},{\"originalName\":\"[API-Get_VM_SKU].vCPUsPerCore\",\"mergedName\":\"vCPUsPerCore\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640b5\"},{\"originalName\":\"[Get-SQL-AHB-Disabled].SQLID\",\"mergedName\":\"SQLID\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640b5\"},{\"originalName\":\"[Get-SQL-AHB-Disabled].VMName\",\"mergedName\":\"VMName\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640b5\"},{\"originalName\":\"[Get-SQL-AHB-Disabled].VMRG\",\"mergedName\":\"VMRG\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640b5\"},{\"originalName\":\"[Get-SQL-AHB-Disabled].VMLocation\",\"mergedName\":\"VMLocation\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640b5\"},{\"originalName\":\"[Get-SQL-AHB-Disabled].VMSize\",\"mergedName\":\"VMSize\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640b5\"},{\"originalName\":\"[Get-SQL-AHB-Disabled].SQLVersion\",\"mergedName\":\"SQLVersion\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640b5\"},{\"originalName\":\"[Get-SQL-AHB-Disabled].SQLSKU\",\"mergedName\":\"SQLSKU\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640b5\"},{\"originalName\":\"[Get-SQL-AHB-Disabled].SQLAgentType\",\"mergedName\":\"SQLAgentType\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640b5\"},{\"originalName\":\"[Get-SQL-AHB-Disabled].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640b5\"},{\"originalName\":\"[Get-SQL-AHB-Disabled].SubscriptionName\",\"mergedName\":\"SubscriptionName\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640b5\"},{\"originalName\":\"[Get-SQL-AHB-Disabled].SQLID1\",\"mergedName\":\"SQLID1\",\"fromId\":\"unknown\"}]}", + "size": 0, + "title": "Cores not enabled per AHB Priority", + "noDataMessage": "All of your VMs have AHB enabled.", + "noDataMessageStyle": 3, + "showRefreshButton": true, + "queryType": 7, + "visualization": "piechart", + "gridSettings": { + "formatters": [ + { + "columnMatch": "Prioritize AHB?", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "High Priority", + "representation": "Sev0", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "Low Priority", + "representation": "warning", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "success", + "text": "{0}{1}" + } + ] + } + } + ] + }, + "sortBy": [], + "chartSettings": { + "yAxis": [ + "Consumed Cores" + ], + "showMetrics": false, + "showLegend": true + } + }, + "customWidth": "33", + "name": " Summary - SQL Cores AHB Disabled " + } + ] + }, + "name": "SQL Overview RG" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "parameters": [ + { + "id": "ae5e8765-47ef-46a6-803b-6b7124c098d2", + "version": "KqlParameterItem/1.0", + "name": "SQLAVMHUBEnabled", + "label": "See SQL VMs with AHB", + "type": 2, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "jsonData": "[\r\n {\"value\":\"Yes\"},\r\n {\"value\":\"No\", \"selected\":true}\r\n]\r\n\r\n", + "timeContext": { + "durationMs": 86400000 + } + }, + { + "id": "f1ac5e53-253c-4afb-8bc5-b1ba2efea3eb", + "version": "KqlParameterItem/1.0", + "name": "SQLVMAHBDisabled", + "label": "See SQL VMs without AHB", + "type": 2, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "jsonData": "[\r\n {\"value\":\"Yes\"},\r\n {\"value\":\"No\", \"selected\":true}\r\n]\r\n\r\n", + "value": "Yes" + } + ], + "style": "pills", + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces" + }, + "name": "SQL AHB Disabled" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"cd7477ac-acd6-4894-b929-53348c7640b5\",\"mergeType\":\"inner\",\"leftTable\":\"API-Get_VM_SKU\",\"rightTable\":\"Get-SQL-AHB-Disabled\",\"leftColumn\":\"Name\",\"rightColumn\":\"VMSize\"}],\"projectRename\":[{\"originalName\":\"[Get-SQL-AHB-Disabled].SQLID\",\"mergedName\":\"VM Name\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640b5\"},{\"originalName\":\"[Get-SQL-AHB-Disabled].VMRG\",\"mergedName\":\"VMRG\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640b5\"},{\"originalName\":\"[Get-SQL-AHB-Disabled].VMLocation\",\"mergedName\":\"VMLocation\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640b5\"},{\"originalName\":\"[Get-SQL-AHB-Disabled].VMSize\",\"mergedName\":\"VMSize\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640b5\"},{\"originalName\":\"[API-Get_VM_SKU].vCPUs\",\"mergedName\":\"vCPUs\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640b5\"},{\"originalName\":\"[Added column]\",\"mergedName\":\"Consumed Cores\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCPUs\",\"operator\":\"<\",\"rightValType\":\"static\",\"rightVal\":\"4\",\"resultValType\":\"expression\",\"resultVal\":\"4\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"round([\\\"vCPUs\\\"] / 4) * 4\"}}]},{\"originalName\":\"[Added column]\",\"mergedName\":\"Prioritize AHB?\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCPUs\",\"operator\":\"<\",\"rightValType\":\"static\",\"rightVal\":\"4\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"Low Priority\\\"\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"High Priority\\\"\"}}]},{\"originalName\":\"[Get-SQL-AHB-Disabled].SQLVersion\",\"mergedName\":\"SQLVersion\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640b5\"},{\"originalName\":\"[Get-SQL-AHB-Disabled].SQLSKU\",\"mergedName\":\"SQLSKU\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640b5\"},{\"originalName\":\"[Get-SQL-AHB-Disabled].SQLAgentType\",\"mergedName\":\"SQLAgentType\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640b5\"},{\"originalName\":\"[Get-SQL-AHB-Disabled].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640b5\"},{\"originalName\":\"[Get-SQL-AHB-Disabled].SubscriptionName\",\"mergedName\":\"SubscriptionName\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640b5\"},{\"originalName\":\"[Get-SQL-AHB-Disabled].SQLID1\",\"mergedName\":\"SQLID1\",\"fromId\":\"unknown\"},{\"originalName\":\"[API-Get_VM_SKU].Name\"},{\"originalName\":\"[API-Get_VM_SKU].vCPUs\"},{\"originalName\":\"[API-Get_VM_SKU].MemoryGB\"},{\"originalName\":\"[API-Get_VM_SKU].MaxNetworkInterfaces\"},{\"originalName\":\"[API-Get_VM_SKU].HyperVGenerations\"},{\"originalName\":\"[API-Get_VM_SKU].vCPUsPerCore\"},{\"originalName\":\"[Get-SQL-AHB-Disabled].SQLID\"},{\"originalName\":\"[Get-SQL-AHB-Disabled].VMName\"},{\"originalName\":\"[Get-SQL-AHB-Disabled].VMRG\"},{\"originalName\":\"[Get-SQL-AHB-Disabled].VMLocation\"},{\"originalName\":\"[Get-SQL-AHB-Disabled].SQLVersion\"},{\"originalName\":\"[Get-SQL-AHB-Disabled].SQLSKU\"},{\"originalName\":\"[Get-SQL-AHB-Disabled].SQLAgentType\"},{\"originalName\":\"[Get-SQL-AHB-Disabled].LicenseType\"},{\"originalName\":\"[Get-SQL-AHB-Disabled].SubscriptionName\"},{\"originalName\":\"[Get-SQL-AHB-Disabled].VMSize\"}]}", + "size": 0, + "title": "SQL VM AHB Disabled", + "noDataMessage": "All of your VMs have AHB enabled.", + "noDataMessageStyle": 3, + "showExportToExcel": true, + "queryType": 7, + "gridSettings": { + "formatters": [ + { + "columnMatch": "$gen_group", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "Group", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "Prioritize AHB?", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "High Priority", + "representation": "Sev0", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "Low Priority", + "representation": "warning", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "success", + "text": "{0}{1}" + } + ] + } + } + ], + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "SubscriptionName" + ], + "expandTopLevel": true + }, + "labelSettings": [ + { + "columnId": "VM Name", + "label": "Name" + }, + { + "columnId": "VMRG", + "label": "Resource Group" + }, + { + "columnId": "VMLocation", + "label": "Location" + }, + { + "columnId": "VMSize", + "label": "SKU" + }, + { + "columnId": "vCPUs", + "label": "Number of vCPU" + }, + { + "columnId": "Consumed Cores", + "label": "Consumed Cores" + }, + { + "columnId": "SQLVersion", + "label": "SQL Version" + }, + { + "columnId": "SQLSKU", + "label": "SQL SKU" + }, + { + "columnId": "SQLAgentType", + "label": "SQL Agent" + }, + { + "columnId": "LicenseType", + "label": "License Type" + }, + { + "columnId": "SubscriptionName", + "label": "Subscription Name" + }, + { + "columnId": "SQLID1", + "label": "Resource ID" + } + ] + }, + "sortBy": [] + }, + "conditionalVisibility": { + "parameterName": "SQLVMAHBDisabled", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "SQL+SKU AHB Disabled" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"cd7477ac-acd6-4894-b929-53348c7640e8\",\"mergeType\":\"inner\",\"leftTable\":\"API-Get_VM_SKU\",\"rightTable\":\"Get-SQL-AHB-Enabled\",\"leftColumn\":\"Name\",\"rightColumn\":\"VMSize\"}],\"projectRename\":[{\"originalName\":\"[Get-SQL-AHB-Enabled].SQLID\",\"mergedName\":\"SQLID\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[Get-SQL-AHB-Enabled].VMRG\",\"mergedName\":\"VMRG\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[Get-SQL-AHB-Enabled].VMLocation\",\"mergedName\":\"VMLocation\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[Get-SQL-AHB-Enabled].VMSize\",\"mergedName\":\"VMSize\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[API-Get_VM_SKU].vCPUs\",\"mergedName\":\"vCPUs\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[Added column]\",\"mergedName\":\"Consumed Cores\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCPUs\",\"operator\":\"<\",\"rightValType\":\"static\",\"rightVal\":\"4\",\"resultValType\":\"expression\",\"resultVal\":\"4\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"round([\\\"vCPUs\\\"] / 4) * 4\"}}]},{\"originalName\":\"[Added column]\",\"mergedName\":\"Prioritize AHB?\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCPUs\",\"operator\":\"<\",\"rightValType\":\"static\",\"rightVal\":\"4\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"Low Priority\\\"\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"High Priority\\\"\"}}]},{\"originalName\":\"[Get-SQL-AHB-Enabled].SQLVersion\",\"mergedName\":\"SQLVersion\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[Get-SQL-AHB-Enabled].SQLSKU\",\"mergedName\":\"SQLSKU\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[Get-SQL-AHB-Enabled].SQLAgentType\",\"mergedName\":\"SQLAgentType\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[Get-SQL-AHB-Enabled].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[Get-SQL-AHB-Enabled].SubscriptionName\",\"mergedName\":\"SubscriptionName\",\"fromId\":\"cd7477ac-acd6-4894-b929-53348c7640e8\"},{\"originalName\":\"[Get-SQL-AHB-Enabled].SQLID1\",\"mergedName\":\"SQLID1\",\"fromId\":\"unknown\"},{\"originalName\":\"[API-Get_VM_SKU].Name\"},{\"originalName\":\"[API-Get_VM_SKU].MemoryGB\"},{\"originalName\":\"[API-Get_VM_SKU].MaxNetworkInterfaces\"},{\"originalName\":\"[API-Get_VM_SKU].HyperVGenerations\"},{\"originalName\":\"[API-Get_VM_SKU].vCPUsPerCore\"},{\"originalName\":\"[Get-SQL-AHB-Enabled].VMName\"}]}", + "size": 0, + "title": "SQL VM AHB Enabled", + "noDataMessage": "None of your VMs have AHB enabled.", + "noDataMessageStyle": 4, + "showExportToExcel": true, + "queryType": 7, + "gridSettings": { + "formatters": [ + { + "columnMatch": "$gen_group", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "Group", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "Prioritize AHB?", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "High Priority", + "representation": "Sev0", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "Low Priority", + "representation": "2", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "unknown", + "text": "{0}{1}" + } + ] + } + }, + { + "columnMatch": "Subscription", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + } + ], + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "SubscriptionName" + ], + "expandTopLevel": true + }, + "labelSettings": [ + { + "columnId": "SQLID", + "label": "Name" + }, + { + "columnId": "VMRG", + "label": "Resource Group" + }, + { + "columnId": "VMLocation", + "label": "Location" + }, + { + "columnId": "VMSize", + "label": "SKU" + }, + { + "columnId": "vCPUs", + "label": "Number of vCPU" + }, + { + "columnId": "Consumed Cores", + "label": "Consumed Cores" + }, + { + "columnId": "SQLVersion", + "label": "SQL Version" + }, + { + "columnId": "SQLSKU", + "label": "SQL SKU" + }, + { + "columnId": "SQLAgentType", + "label": "SQL Agent" + }, + { + "columnId": "LicenseType", + "label": "License Type" + }, + { + "columnId": "SubscriptionName", + "label": "Subscription Name" + }, + { + "columnId": "SQLID1", + "label": "Resource ID" + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "SQLAVMHUBEnabled", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "SQL+SKU AHB Enabled" + } + ] + }, + "name": "SQL Detailed Info" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "SQLVM" + }, + "name": "SQL VM" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "title": "SQL Database", + "items": [ + { + "type": 1, + "content": { + "json": "## SQL Databases Azure Hybrid Benefit (AHB) Overview" + }, + "name": "SQL Databases AHB" + }, + { + "type": 11, + "content": { + "version": "LinkItem/1.0", + "style": "tabs", + "links": [ + { + "id": "e4aa368f-dcf2-44a6-88f9-a395c04eb21f", + "cellValue": "SQLType", + "linkTarget": "parameter", + "linkLabel": "SQL Database", + "subTarget": "SQLDatabase", + "style": "link" + }, + { + "id": "a94e8dc2-34be-4d97-934d-c27e1816c4fe", + "cellValue": "SQLType", + "linkTarget": "parameter", + "linkLabel": "SQL ElasticPool", + "subTarget": "SQLElastic", + "style": "link" + } + ] + }, + "name": "links - 8" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 1, + "content": { + "json": "SQLDB" + }, + "name": "text - 0" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\"\r\n| extend SubscriptionName=name | join (resources | where type =~ 'Microsoft.Sql/servers/databases' and name != 'master' and tostring(properties.['licenseType']) == 'LicenseIncluded' and kind contains 'vcore' and kind !contains \"serverless\" and tostring(sku.name) != \"ElasticPool\"\r\n| extend SQLDBID=id,SQLName = name, SQLRG = resourceGroup, SKUName=tostring(sku.name), SKUTier=tostring(sku.tier), vCores=tostring(sku.capacity), SQLLocation = location, LicenseType = tostring(properties.['licenseType']), StorageAccountType=tostring(properties.['storageAccountType'])\r\n| extend CheckSQLDBAHB = case(\r\n type =~ 'Microsoft.Sql/servers/databases', iif((properties.['licenseType'])\r\n has 'LicenseIncluded', \"AHB Not Enabled\", \"AHB Enabled\"),\r\n\"Not SQL DB\"\r\n )\r\n) on subscriptionId \r\n| project SQLDBID,SQLName,SQLRG, SKUName, SKUTier, vCores, CheckSQLDBAHB,SQLLocation, LicenseType, StorageAccountType, SubscriptionName\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), SQLDBID=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct SQLDBID\r\n )\r\n on SQLDBID\r\n", + "size": 0, + "title": "AHB Disabled", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ] + }, + "conditionalVisibility": { + "parameterName": "AlwaysHidden", + "comparison": "isEqualTo", + "value": "true" + }, + "name": "SQLDB AHB Disabled" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\"\r\n| extend SubscriptionName=name | join (resources | where type =~ 'Microsoft.Sql/servers/databases' and name != 'master' and tostring(properties.['licenseType']) != 'LicenseIncluded' and kind contains 'vcore' and kind !contains \"serverless\" and tostring(sku.name) != \"ElasticPool\"\r\n| extend SQLDBID=id,SQLName = name, SQLRG = resourceGroup, SKUName=sku.name, SKUTier=sku.tier, SQLLocation = location, vCores=tostring(sku.capacity), LicenseType = tostring(properties.['licenseType']), StorageAccountType=tostring(properties.['storageAccountType'])) on subscriptionId \r\n| project SQLDBID,SQLName,SQLRG, SKUName, SKUTier, vCores, SQLLocation, LicenseType, StorageAccountType, SubscriptionName\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), SQLDBID=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct SQLDBID\r\n )\r\n on SQLDBID\r\n\r\n", + "size": 0, + "title": "AHB Enabled", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ] + }, + "conditionalVisibility": { + "parameterName": "AlwaysHidden", + "comparison": "isEqualTo", + "value": "true" + }, + "name": "SQLDB AHB Enabled" + }, + { + "type": 1, + "content": { + "json": "Apply to SQL Server 1 to 4 vCPUs exchange: For every 1 core of SQL Server Enterprise Edition, you get 4 vCPUs of SQL Managed Instance or Azure SQL Database general purpose and Hyperscale tiers, or 4 vCPUs of SQL Server Standard edition on Azure VMs.\r\n\r\nThe SQL virtual machines (VMs) with less than 4 cores are categorized as **Low Priority**, while those with 8 or more cores are classified as **High Priority**. In situations where there are insufficient Azure Hybrid benefit licenses to cover all the VMs in the environment, it is recommended to prioritize the High Priority VMs.\r\n\r\nFor Azure SQL Database, Azure Hybrid Benefit is only available when using the provisioned compute tier of the vCore-based purchasing model. Azure Hybrid Benefit doesn't apply to DTU-based purchasing models or the serverless compute tier.", + "style": "info" + }, + "name": "Apply to SQL Server 1 to 4 vCPUs " + }, + { + "type": 1, + "content": { + "json": "### AHB Overview\r\nSummary of all SQL Databases with and without SQL AHB.", + "style": "info" + }, + "name": " AHB Overview SQL DB" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "loadType": "explicit", + "loadButtonText": "Load SQL DB Info", + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\" | extend SubscriptionName=name \r\n| join (\r\n resources | where type =~ 'Microsoft.Sql/servers/databases' and name != 'master' and kind contains 'vcore' and kind !contains \"serverless\" and tostring(sku.name) != \"ElasticPool\"\r\n | extend SQLDBID=id,SQLName = name, SQLRG = resourceGroup, SKUName=sku.name, SKUTier=sku.tier, SQLLocation = location, LicenseType = tostring(properties.['licenseType']), StorageAccountType=tostring(properties.['storageAccountType'])\r\n | join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), SQLDBID=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct SQLDBID\r\n )\r\n on SQLDBID\r\n | extend CheckSQLDBAHB = case(\r\n type =~ 'Microsoft.Sql/servers/databases', iif((properties.['licenseType'])\r\n has 'LicenseIncluded', \"AHB Not Enabled\", \"AHB Enabled\"),\r\n \"Not SQL DB\"\r\n )\r\n ) on subscriptionId \r\n| summarize count() by SubscriptionName, CheckSQLDBAHB", + "size": 0, + "title": "Summary of SQL Databases with or without AHB per Subscription", + "showRefreshButton": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "table", + "gridSettings": { + "formatters": [ + { + "columnMatch": "Prioritize AHB?", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "High Priority", + "representation": "Sev0", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "Low Priority", + "representation": "2", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "unknown", + "text": "{0}{1}" + } + ] + } + } + ], + "labelSettings": [ + { + "columnId": "SubscriptionName", + "label": "Subscription Name" + }, + { + "columnId": "CheckSQLDBAHB", + "label": "Is AHB enabled?" + }, + { + "columnId": "count_", + "label": "Number of resources" + } + ] + }, + "tileSettings": { + "titleContent": { + "columnMatch": "CheckSQLDBAHB", + "formatter": 1 + }, + "subtitleContent": { + "columnMatch": "SubscriptionName", + "formatter": 1 + }, + "leftContent": { + "columnMatch": "count_", + "formatter": 12, + "formatOptions": { + "palette": "auto" + } + }, + "showBorder": false, + "size": "auto" + }, + "chartSettings": { + "xAxis": "SubscriptionName" + } + }, + "customWidth": "50", + "name": "Summary of SQL DBs with or without AHB per subs" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\" | extend SubscriptionName=name \r\n| join (\r\n resources | where type =~ 'Microsoft.Sql/servers/databases' and name != 'master' and kind contains 'vcore' and kind !contains \"serverless\" and tostring(sku.name) != \"ElasticPool\"\r\n | extend SQLDBID=id,SQLName = name, SQLRG = resourceGroup, SKUName=sku.name, SKUTier=sku.tier, SQLLocation = location, LicenseType = tostring(properties.['licenseType']), StorageAccountType=tostring(properties.['storageAccountType'])\r\n | join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), SQLDBID=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct SQLDBID\r\n )\r\n on SQLDBID\r\n | extend CheckSQLDBAHB = case(\r\n type =~ 'Microsoft.Sql/servers/databases', iif((properties.['licenseType'])\r\n has 'LicenseIncluded', \"AHB Not Enabled\", \"AHB Enabled\"),\r\n \"Not SQL DB\"\r\n )\r\n ) on subscriptionId \r\n| summarize count() by CheckSQLDBAHB", + "size": 0, + "title": "Summary of SQL Databases with or without AHB", + "showRefreshButton": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "piechart", + "gridSettings": { + "formatters": [ + { + "columnMatch": "Prioritize AHB?", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "High Priority", + "representation": "Sev0", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "Low Priority", + "representation": "2", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "unknown", + "text": "{0}{1}" + } + ] + } + } + ] + }, + "tileSettings": { + "titleContent": { + "columnMatch": "CheckSQLDBAHB", + "formatter": 1 + }, + "subtitleContent": { + "columnMatch": "SubscriptionName", + "formatter": 1 + }, + "leftContent": { + "columnMatch": "count_", + "formatter": 12, + "formatOptions": { + "palette": "auto" + } + }, + "showBorder": false, + "size": "auto" + }, + "chartSettings": { + "xAxis": "SubscriptionName" + } + }, + "customWidth": "50", + "name": "Summary of SQL DBs with or without AHB " + }, + { + "type": 1, + "content": { + "json": "### Consumed Licenses\r\nTotal number of SQL licenses cores consumed by all SQL Databases\r\n", + "style": "info" + }, + "customWidth": "50", + "name": "Total number of SQL licenses cores consumed" + }, + { + "type": 1, + "content": { + "json": "### Number of required Cores to enable SQL Azure Hybrid Benefit\r\nNumber of cores required to enable SQL AHB across the entire environment.\r\n\r\n\r\n", + "style": "info" + }, + "customWidth": "50", + "name": "Text SQL DB" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"f65bea23-bb49-4498-b331-c20c618071c2\",\"mergeType\":\"table\",\"leftTable\":\"SQLDB AHB Enabled\"}],\"projectRename\":[{\"originalName\":\"[Added column]\",\"mergedName\":\"Consumed Cores\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCores\",\"operator\":\"<\",\"rightValType\":\"static\",\"rightVal\":\"4\",\"resultValType\":\"expression\",\"resultVal\":\"4\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"round([\\\"vCPUs\\\"] / 4) * 4\"}}]},{\"originalName\":\"[Added column]\",\"mergedName\":\"Prioritize AHB?\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCores\",\"operator\":\"<\",\"rightValType\":\"static\",\"rightVal\":\"4\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"Low Priority\\\"\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"High Priority\\\"\"}}]},{\"originalName\":\"[SQLDB AHB Enabled].SQLDBID\",\"mergedName\":\"SQLDBID\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLDB AHB Enabled].SQLName\",\"mergedName\":\"SQLName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLDB AHB Enabled].SQLRG\",\"mergedName\":\"SQLRG\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLDB AHB Enabled].SKUName\",\"mergedName\":\"SKUName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLDB AHB Enabled].SKUTier\",\"mergedName\":\"SKUTier\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLDB AHB Enabled].SQLLocation\",\"mergedName\":\"SQLLocation\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLDB AHB Enabled].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLDB AHB Enabled].StorageAccountType\",\"mergedName\":\"StorageAccountType\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLDB AHB Enabled].SubscriptionName\",\"mergedName\":\"SubscriptionName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLDB AHB Enabled].vCores\",\"mergedName\":\"vCores\",\"fromId\":\"unknown\"},{\"originalName\":\"[SQLDB AHB Enabled].SQLDBID1\",\"mergedName\":\"SQLDBID1\",\"fromId\":\"unknown\"}]}", + "size": 0, + "title": "SQL DB AHB Consumed Cores per VM", + "noDataMessage": "None of your SQL DB have AHB enabled.", + "noDataMessageStyle": 4, + "showRefreshButton": true, + "queryType": 7, + "visualization": "piechart", + "gridSettings": { + "formatters": [ + { + "columnMatch": "Prioritize AHB?", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "High Priority", + "representation": "Sev0", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "Low Priority", + "representation": "2", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "unknown", + "text": "{0}{1}" + } + ] + } + } + ] + }, + "chartSettings": { + "yAxis": [ + "Consumed Cores" + ], + "group": "SQLName", + "createOtherGroup": null + } + }, + "customWidth": "33", + "name": "Summary SQLDB+SKU AHB Enabled - per VM" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"f65bea23-bb49-4498-b331-c20c618071c2\",\"mergeType\":\"table\",\"leftTable\":\"SQLDB AHB Enabled\"}],\"projectRename\":[{\"originalName\":\"[Added column]\",\"mergedName\":\"Consumed Cores\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCores\",\"operator\":\"<\",\"rightValType\":\"static\",\"rightVal\":\"4\",\"resultValType\":\"expression\",\"resultVal\":\"4\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"round([\\\"vCPUs\\\"] / 4) * 4\"}}]},{\"originalName\":\"[Added column]\",\"mergedName\":\"Prioritize AHB?\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCores\",\"operator\":\"<\",\"rightValType\":\"static\",\"rightVal\":\"4\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"Low Priority\\\"\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"High Priority\\\"\"}}]},{\"originalName\":\"[SQLDB AHB Enabled].SQLDBID\",\"mergedName\":\"SQLDBID\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLDB AHB Enabled].SQLName\",\"mergedName\":\"SQLName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLDB AHB Enabled].SQLRG\",\"mergedName\":\"SQLRG\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLDB AHB Enabled].SKUName\",\"mergedName\":\"SKUName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLDB AHB Enabled].SKUTier\",\"mergedName\":\"SKUTier\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLDB AHB Enabled].SQLLocation\",\"mergedName\":\"SQLLocation\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLDB AHB Enabled].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLDB AHB Enabled].StorageAccountType\",\"mergedName\":\"StorageAccountType\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLDB AHB Enabled].SubscriptionName\",\"mergedName\":\"SubscriptionName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLDB AHB Enabled].vCores\",\"mergedName\":\"vCores\",\"fromId\":\"unknown\"},{\"originalName\":\"[SQLDB AHB Enabled].SQLDBID1\",\"mergedName\":\"SQLDBID1\",\"fromId\":\"unknown\"}]}", + "size": 0, + "title": "SQL DB AHB Consumed Cores per Priority", + "noDataMessage": "None of your SQL DB have AHB enabled.", + "noDataMessageStyle": 4, + "showRefreshButton": true, + "queryType": 7, + "visualization": "piechart", + "gridSettings": { + "formatters": [ + { + "columnMatch": "Prioritize AHB?", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "High Priority", + "representation": "Sev0", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "Low Priority", + "representation": "2", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "unknown", + "text": "{0}{1}" + } + ] + } + } + ] + }, + "chartSettings": { + "yAxis": [ + "Consumed Cores" + ], + "group": "Prioritize AHB?", + "createOtherGroup": null + } + }, + "customWidth": "33", + "name": "Summary SQLDB+SKU AHB Enabled - per Priority" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"f65bea23-bb49-4498-b331-c20c618071c2\",\"mergeType\":\"table\",\"leftTable\":\"SQLDB AHB Disabled\"}],\"projectRename\":[{\"originalName\":\"[Added column]\",\"mergedName\":\"Consumed Cores\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCores\",\"operator\":\"<\",\"rightValType\":\"static\",\"rightVal\":\"4\",\"resultValType\":\"expression\",\"resultVal\":\"4\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"round([\\\"vCPUs\\\"] / 4) * 4\"}}]},{\"originalName\":\"[Added column]\",\"mergedName\":\"Prioritize AHB?\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCores\",\"operator\":\"<\",\"rightValType\":\"static\",\"rightVal\":\"4\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"Low Priority\\\"\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"High Priority\\\"\"}}]},{\"originalName\":\"[SQLDB AHB Disabled].SQLDBID\",\"mergedName\":\"SQLDBID\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLDB AHB Disabled].SQLName\",\"mergedName\":\"SQLName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLDB AHB Disabled].SQLRG\",\"mergedName\":\"SQLRG\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLDB AHB Disabled].SKUName\",\"mergedName\":\"SKUName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLDB AHB Disabled].SKUTier\",\"mergedName\":\"SKUTier\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLDB AHB Disabled].vCores\",\"mergedName\":\"vCores\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLDB AHB Disabled].CheckSQLDBAHB\",\"mergedName\":\"CheckSQLDBAHB\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLDB AHB Disabled].SQLLocation\",\"mergedName\":\"SQLLocation\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLDB AHB Disabled].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLDB AHB Disabled].StorageAccountType\",\"mergedName\":\"StorageAccountType\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLDB AHB Disabled].SubscriptionName\",\"mergedName\":\"SubscriptionName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLDB AHB Disabled].SQLDBID1\",\"mergedName\":\"SQLDBID1\",\"fromId\":\"unknown\"}]}", + "size": 0, + "title": "SQL DB AHB Cores not enabled per AHB Priority", + "noDataMessage": "All of your SQL DB have AHB enabled.", + "noDataMessageStyle": 3, + "showRefreshButton": true, + "queryType": 7, + "visualization": "piechart", + "gridSettings": { + "formatters": [ + { + "columnMatch": "Prioritize AHB?", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "High Priority", + "representation": "Sev0", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "Low Priority", + "representation": "2", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "unknown", + "text": "{0}{1}" + } + ] + } + } + ] + }, + "chartSettings": { + "yAxis": [ + "Consumed Cores" + ], + "group": "Prioritize AHB?", + "createOtherGroup": null + } + }, + "customWidth": "33", + "name": "Summary SQLDB+SKU AHB Disabled - per Priority" + } + ] + }, + "name": "SQL DB Info" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "parameters": [ + { + "id": "ae5e8765-47ef-46a6-803b-6b7124c098d2", + "version": "KqlParameterItem/1.0", + "name": "SQLDBHUBEnabled", + "label": "See SQL DBs with AHB", + "type": 2, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "jsonData": "[\r\n {\"value\":\"Yes\"},\r\n {\"value\":\"No\", \"selected\":true}\r\n]\r\n\r\n", + "timeContext": { + "durationMs": 86400000 + } + }, + { + "id": "f1ac5e53-253c-4afb-8bc5-b1ba2efea3eb", + "version": "KqlParameterItem/1.0", + "name": "SQLDBAHBDisabled", + "label": "See SQL DBs without AHB", + "type": 2, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "jsonData": "[\r\n {\"value\":\"Yes\"},\r\n {\"value\":\"No\", \"selected\":true}\r\n]\r\n\r\n" + } + ], + "style": "pills", + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces" + }, + "name": "SQL DB Without AHB" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"f65bea23-bb49-4498-b331-c20c618071ed\",\"mergeType\":\"table\",\"leftTable\":\"SQLDB AHB Disabled\"}],\"projectRename\":[{\"originalName\":\"[SQLDB AHB Disabled].SQLDBID\",\"mergedName\":\"SQLDBID\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071ed\"},{\"originalName\":\"[SQLDB AHB Disabled].SQLName\",\"mergedName\":\"SQLName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071ed\"},{\"originalName\":\"[SQLDB AHB Disabled].SQLRG\",\"mergedName\":\"SQLRG\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071ed\"},{\"originalName\":\"[SQLDB AHB Disabled].SKUName\",\"mergedName\":\"SKUName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071ed\"},{\"originalName\":\"[SQLDB AHB Disabled].SKUTier\",\"mergedName\":\"SKUTier\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071ed\"},{\"originalName\":\"[SQLDB AHB Disabled].vCores\",\"mergedName\":\"vCores\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071ed\"},{\"originalName\":\"[SQLDB AHB Disabled].CheckSQLDBAHB\",\"mergedName\":\"CheckSQLDBAHB\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071ed\"},{\"originalName\":\"[SQLDB AHB Disabled].SQLLocation\",\"mergedName\":\"SQLLocation\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071ed\"},{\"originalName\":\"[SQLDB AHB Disabled].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071ed\"},{\"originalName\":\"[SQLDB AHB Disabled].StorageAccountType\",\"mergedName\":\"StorageAccountType\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071ed\"},{\"originalName\":\"[SQLDB AHB Disabled].SubscriptionName\",\"mergedName\":\"SubscriptionName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071ed\"},{\"originalName\":\"[SQLDB AHB Disabled].SQLDBID1\",\"mergedName\":\"SQLDBID1\",\"fromId\":\"unknown\"}]}", + "size": 0, + "title": "SQL DB AHB Disabled", + "noDataMessage": "All of your SQL DBs have AHB enabled.", + "showExportToExcel": true, + "queryType": 7, + "gridSettings": { + "formatters": [ + { + "columnMatch": "$gen_group", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "Group", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "SubscriptionName", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + } + ], + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "SubscriptionName" + ], + "expandTopLevel": true + }, + "labelSettings": [ + { + "columnId": "SQLDBID", + "label": "Database Name" + }, + { + "columnId": "SQLName", + "label": "Server Name" + }, + { + "columnId": "SQLRG", + "label": "Resource Group" + }, + { + "columnId": "SKUName", + "label": "SKU" + }, + { + "columnId": "SKUTier", + "label": "SKU Tier" + }, + { + "columnId": "vCores", + "label": "Number of vCore" + }, + { + "columnId": "CheckSQLDBAHB", + "label": "Is AHB enabled?" + }, + { + "columnId": "SQLLocation", + "label": "Location" + }, + { + "columnId": "LicenseType", + "label": "License Type" + }, + { + "columnId": "StorageAccountType", + "label": "Storage Account Type" + }, + { + "columnId": "SubscriptionName", + "label": "Subscription Name" + }, + { + "columnId": "SQLDBID1", + "label": "Resource ID" + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "SQLDBAHBDisabled", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "SQL DB Disabled" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"f65bea23-bb49-4498-b331-c20c618071f9\",\"mergeType\":\"table\",\"leftTable\":\"SQLDB AHB Enabled\"}],\"projectRename\":[{\"originalName\":\"[SQLDB AHB Enabled].SQLDBID\",\"mergedName\":\"SQLDBID\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071f9\"},{\"originalName\":\"[SQLDB AHB Enabled].SQLName\",\"mergedName\":\"SQLName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071f9\"},{\"originalName\":\"[SQLDB AHB Enabled].SQLRG\",\"mergedName\":\"SQLRG\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071f9\"},{\"originalName\":\"[SQLDB AHB Enabled].SKUName\",\"mergedName\":\"SKUName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071f9\"},{\"originalName\":\"[SQLDB AHB Enabled].SKUTier\",\"mergedName\":\"SKUTier\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071f9\"},{\"originalName\":\"[SQLDB AHB Enabled].SQLLocation\",\"mergedName\":\"SQLLocation\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071f9\"},{\"originalName\":\"[SQLDB AHB Enabled].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071f9\"},{\"originalName\":\"[SQLDB AHB Enabled].StorageAccountType\",\"mergedName\":\"StorageAccountType\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071f9\"},{\"originalName\":\"[SQLDB AHB Enabled].SubscriptionName\",\"mergedName\":\"SubscriptionName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071f9\"},{\"originalName\":\"[SQLDB AHB Enabled].vCores\",\"mergedName\":\"vCores\",\"fromId\":\"unknown\"},{\"originalName\":\"[SQLDB AHB Enabled].SQLDBID1\",\"mergedName\":\"SQLDBID1\",\"fromId\":\"unknown\"}]}", + "size": 0, + "title": "SQL DB AHB Enabled", + "noDataMessage": "None of you SQL DBs have AHB enabled.", + "noDataMessageStyle": 4, + "showExportToExcel": true, + "queryType": 7, + "gridSettings": { + "labelSettings": [ + { + "columnId": "SQLDBID", + "label": "Name" + }, + { + "columnId": "SQLName", + "label": "Database Name" + }, + { + "columnId": "SQLRG", + "label": "Resource Group" + }, + { + "columnId": "SKUName", + "label": "SKU" + }, + { + "columnId": "SKUTier", + "label": "SKU Tier" + }, + { + "columnId": "SQLLocation", + "label": "Location" + }, + { + "columnId": "LicenseType", + "label": "License Type" + }, + { + "columnId": "StorageAccountType", + "label": "Storage Account Type" + }, + { + "columnId": "SubscriptionName", + "label": "Subscription Name" + }, + { + "columnId": "vCores", + "label": "Number of vCore" + }, + { + "columnId": "SQLDBID1", + "label": "Resource ID" + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "SQLDBHUBEnabled", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "SQL DB AHB Enabled" + } + ] + }, + "name": "Load SQL DB Detailed Info" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SQLType", + "comparison": "isEqualTo", + "value": "SQLDatabase" + }, + "name": "SQLDatabase" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 1, + "content": { + "json": "SQL Elastic Pool" + }, + "name": "text - 0" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\"\r\n| extend SubscriptionName=name | join (resources\r\n| where type =~ 'Microsoft.Sql/servers/elasticPools' and tostring(properties.['licenseType']) == 'LicenseIncluded' and kind contains 'vcore' and kind !contains \"serverless\"\r\n| extend SQLDBID=id,SQLName = name, SQLRG = resourceGroup, SKUName=tostring(sku.name), SKUTier=tostring(sku.tier), vCores=tostring(sku.capacity), SQLLocation = location, LicenseType = tostring(properties.['licenseType'])\r\n| extend CheckSQLDBAHB = case(\r\n type =~ 'Microsoft.Sql/servers/elasticPools', iif((properties.['licenseType'])\r\n has 'LicenseIncluded', \"AHB Not Enabled\", \"AHB Enabled\"),\r\n\"Not SQL DB\"\r\n )\r\n) on subscriptionId \r\n| project SQLDBID,SQLName,SQLRG, SKUName, SKUTier, vCores, CheckSQLDBAHB,SQLLocation, LicenseType, SubscriptionName\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), SQLDBID=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct SQLDBID\r\n )\r\n on SQLDBID\r\n", + "size": 0, + "title": "AHB Disabled", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ] + }, + "conditionalVisibility": { + "parameterName": "AlwaysHidden", + "comparison": "isEqualTo", + "value": "true" + }, + "name": "SQLElastic AHB Disabled" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\"\r\n| extend SubscriptionName=name | join (resources\r\n| where type =~ 'Microsoft.Sql/servers/elasticPools' and tostring(properties.['licenseType']) != 'LicenseIncluded' and kind contains 'vcore' and kind !contains \"serverless\"\r\n| extend SQLDBID=id,SQLName = name, SQLRG = resourceGroup, SKUName=tostring(sku.name), SKUTier=tostring(sku.tier), vCores=tostring(sku.capacity), SQLLocation = location, LicenseType = tostring(properties.['licenseType'])\r\n| extend CheckSQLDBAHB = case(\r\n type =~ 'Microsoft.Sql/servers/elasticPools', iif((properties.['licenseType'])\r\n has 'LicenseIncluded', \"AHB Not Enabled\", \"AHB Enabled\"),\r\n\"Not SQL DB\"\r\n ) \r\n ) on subscriptionId \r\n| project SQLDBID,SQLName,SQLRG, SKUName, SKUTier, vCores, SQLLocation, LicenseType, CheckSQLDBAHB, SubscriptionName\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), SQLDBID=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct SQLDBID\r\n )\r\n on SQLDBID\r\n\r\n", + "size": 0, + "title": "AHB Enabled", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ] + }, + "conditionalVisibility": { + "parameterName": "AlwaysHidden", + "comparison": "isEqualTo", + "value": "true" + }, + "name": "SQLElastic AHB Enabled" + }, + { + "type": 1, + "content": { + "json": "Apply to SQL Server 1 to 4 vCPUs exchange: For every 1 core of SQL Server Enterprise Edition, you get 4 vCPUs of SQL Managed Instance or Azure SQL Database general purpose and Hyperscale tiers, or 4 vCPUs of SQL Server Standard edition on Azure VMs.\r\n\r\nThe SQL virtual machines (VMs) with less than 4 cores are categorized as **Low Priority**, while those with 8 or more cores are classified as **High Priority**. In situations where there are insufficient Azure Hybrid benefit licenses to cover all the VMs in the environment, it is recommended to prioritize the High Priority VMs.\r\n\r\nFor Azure SQL Database, Azure Hybrid Benefit is only available when using the provisioned compute tier of the vCore-based purchasing model. Azure Hybrid Benefit doesn't apply to DTU-based purchasing models or the serverless compute tier.", + "style": "info" + }, + "name": "Apply to SQL Elastic Server 1 to 4 vCPUs " + }, + { + "type": 1, + "content": { + "json": "### AHB Overview\r\nSummary of all SQL Databases with and without SQL AHB.", + "style": "info" + }, + "name": " AHB Overview SQL Elastic" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "loadType": "explicit", + "loadButtonText": "Load SQL DB Info", + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\" | extend SubscriptionName=name \r\n| join (\r\nresources\r\n| where type =~ 'Microsoft.Sql/servers/elasticPools' and kind contains 'vcore' and kind !contains \"serverless\"\r\n| extend SQLDBID=id,SQLName = name, SQLRG = resourceGroup, SKUName=tostring(sku.name), SKUTier=tostring(sku.tier), vCores=tostring(sku.capacity), SQLLocation = location, LicenseType = tostring(properties.['licenseType'])\r\n | join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), SQLDBID=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct SQLDBID\r\n )\r\n on SQLDBID\r\n | extend CheckSQLDBAHB = case(\r\n type =~ 'Microsoft.Sql/servers/elasticPools', iif((properties.['licenseType'])\r\n has 'LicenseIncluded', \"AHB Not Enabled\", \"AHB Enabled\"),\r\n \"Not SQL DB\"\r\n )\r\n ) on subscriptionId \r\n| summarize count() by SubscriptionName, CheckSQLDBAHB", + "size": 0, + "title": "Summary of SQL Databases with or without AHB per Subscription", + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "table", + "gridSettings": { + "formatters": [ + { + "columnMatch": "Prioritize AHB?", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "High Priority", + "representation": "Sev0", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "Low Priority", + "representation": "2", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "unknown", + "text": "{0}{1}" + } + ] + } + } + ], + "labelSettings": [ + { + "columnId": "SubscriptionName", + "label": "Subscription Name" + }, + { + "columnId": "CheckSQLDBAHB", + "label": "Is AHB enabled?" + }, + { + "columnId": "count_", + "label": "Number of resources" + } + ] + }, + "tileSettings": { + "titleContent": { + "columnMatch": "CheckSQLDBAHB", + "formatter": 1 + }, + "subtitleContent": { + "columnMatch": "SubscriptionName", + "formatter": 1 + }, + "leftContent": { + "columnMatch": "count_", + "formatter": 12, + "formatOptions": { + "palette": "auto" + } + }, + "showBorder": false, + "size": "auto" + }, + "chartSettings": { + "xAxis": "SubscriptionName" + } + }, + "customWidth": "50", + "name": "Summary of SQL Elastic with or without AHB per subs" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\" | extend SubscriptionName=name \r\n| join (\r\nresources\r\n| where type =~ 'Microsoft.Sql/servers/elasticPools' and kind contains 'vcore' and kind !contains \"serverless\"\r\n| extend SQLDBID=id,SQLName = name, SQLRG = resourceGroup, SKUName=tostring(sku.name), SKUTier=tostring(sku.tier), vCores=tostring(sku.capacity), SQLLocation = location, LicenseType = tostring(properties.['licenseType'])\r\n | join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), SQLDBID=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct SQLDBID\r\n )\r\n on SQLDBID\r\n | extend CheckSQLDBAHB = case(\r\n type =~ 'Microsoft.Sql/servers/elasticPools', iif((properties.['licenseType'])\r\n has 'LicenseIncluded', \"AHB Not Enabled\", \"AHB Enabled\"),\r\n \"Not SQL DB\"\r\n )\r\n ) on subscriptionId \r\n| summarize count() by CheckSQLDBAHB", + "size": 0, + "title": "Summary of SQL Databases with or without AHB", + "showRefreshButton": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "piechart", + "gridSettings": { + "formatters": [ + { + "columnMatch": "Prioritize AHB?", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "High Priority", + "representation": "Sev0", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "Low Priority", + "representation": "2", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "unknown", + "text": "{0}{1}" + } + ] + } + } + ] + }, + "tileSettings": { + "titleContent": { + "columnMatch": "CheckSQLDBAHB", + "formatter": 1 + }, + "subtitleContent": { + "columnMatch": "SubscriptionName", + "formatter": 1 + }, + "leftContent": { + "columnMatch": "count_", + "formatter": 12, + "formatOptions": { + "palette": "auto" + } + }, + "showBorder": false, + "size": "auto" + }, + "chartSettings": { + "xAxis": "SubscriptionName" + } + }, + "customWidth": "50", + "name": "Summary of SQL DBs with or without AHB " + }, + { + "type": 1, + "content": { + "json": "### Consumed Licenses\r\nTotal number of SQL licenses cores consumed by all SQL Databases\r\n", + "style": "info" + }, + "customWidth": "50", + "name": "Total number of SQL licenses cores consumed" + }, + { + "type": 1, + "content": { + "json": "### Number of required Cores to enable SQL Azure Hybrid Benefit\r\nNumber of cores required to enable SQL AHB across the entire environment.\r\n\r\n\r\n", + "style": "info" + }, + "customWidth": "50", + "name": "Text SQL DB" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"f65bea23-bb49-4498-b331-c20c618071c2\",\"mergeType\":\"table\",\"leftTable\":\"SQLElastic AHB Enabled\"}],\"projectRename\":[{\"originalName\":\"[Added column]\",\"mergedName\":\"Consumed Cores\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCores\",\"operator\":\"<\",\"rightValType\":\"static\",\"rightVal\":\"4\",\"resultValType\":\"expression\",\"resultVal\":\"4\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"round([\\\"vCPUs\\\"] / 4) * 4\"}}]},{\"originalName\":\"[Added column]\",\"mergedName\":\"Prioritize AHB?\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCores\",\"operator\":\"<\",\"rightValType\":\"static\",\"rightVal\":\"4\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"Low Priority\\\"\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"High Priority\\\"\"}}]},{\"originalName\":\"[SQLElastic AHB Enabled].SQLDBID\",\"mergedName\":\"SQLDBID\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLElastic AHB Enabled].SQLName\",\"mergedName\":\"SQLName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLElastic AHB Enabled].SQLRG\",\"mergedName\":\"SQLRG\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLElastic AHB Enabled].SKUName\",\"mergedName\":\"SKUName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLElastic AHB Enabled].SKUTier\",\"mergedName\":\"SKUTier\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLElastic AHB Enabled].vCores\",\"mergedName\":\"vCores\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLElastic AHB Enabled].SQLLocation\",\"mergedName\":\"SQLLocation\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLElastic AHB Enabled].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLElastic AHB Enabled].CheckSQLDBAHB\",\"mergedName\":\"CheckSQLDBAHB\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLElastic AHB Enabled].SubscriptionName\",\"mergedName\":\"SubscriptionName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLElastic AHB Enabled].SQLDBID1\",\"mergedName\":\"SQLDBID1\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"}]}", + "size": 0, + "title": "SQL DB Elastic Pools AHB Consumed Cores per VM", + "noDataMessage": "None of your SQL DB Elastic Pools have AHB enabled.", + "noDataMessageStyle": 4, + "showRefreshButton": true, + "queryType": 7, + "visualization": "piechart", + "gridSettings": { + "formatters": [ + { + "columnMatch": "Prioritize AHB?", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "High Priority", + "representation": "Sev0", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "Low Priority", + "representation": "2", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "unknown", + "text": "{0}{1}" + } + ] + } + } + ] + }, + "chartSettings": { + "yAxis": [ + "vCores" + ], + "group": "SQLName", + "createOtherGroup": null + } + }, + "customWidth": "33", + "name": "Summary SQLElastic+SKU AHB Enabled - per VM" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"f65bea23-bb49-4498-b331-c20c618071c2\",\"mergeType\":\"table\",\"leftTable\":\"SQLElastic AHB Enabled\"}],\"projectRename\":[{\"originalName\":\"[Added column]\",\"mergedName\":\"Consumed Cores\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCores\",\"operator\":\"<\",\"rightValType\":\"static\",\"rightVal\":\"4\",\"resultValType\":\"expression\",\"resultVal\":\"4\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"round([\\\"vCPUs\\\"] / 4) * 4\"}}]},{\"originalName\":\"[Added column]\",\"mergedName\":\"Prioritize AHB?\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCores\",\"operator\":\"<\",\"rightValType\":\"static\",\"rightVal\":\"4\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"Low Priority\\\"\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"High Priority\\\"\"}}]},{\"originalName\":\"[SQLElastic AHB Enabled].SQLDBID\",\"mergedName\":\"SQLDBID\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLElastic AHB Enabled].SQLName\",\"mergedName\":\"SQLName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLElastic AHB Enabled].SQLRG\",\"mergedName\":\"SQLRG\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLElastic AHB Enabled].SKUName\",\"mergedName\":\"SKUName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLElastic AHB Enabled].SKUTier\",\"mergedName\":\"SKUTier\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLElastic AHB Enabled].vCores\",\"mergedName\":\"vCores\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLElastic AHB Enabled].SQLLocation\",\"mergedName\":\"SQLLocation\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLElastic AHB Enabled].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLElastic AHB Enabled].CheckSQLDBAHB\",\"mergedName\":\"CheckSQLDBAHB\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLElastic AHB Enabled].SubscriptionName\",\"mergedName\":\"SubscriptionName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLElastic AHB Enabled].SQLDBID1\",\"mergedName\":\"SQLDBID1\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"}]}", + "size": 0, + "title": "SQL Elastic AHB Consumed Cores per Priority", + "noDataMessage": "None of your SQL DB Elastic Pools have AHB enabled.", + "noDataMessageStyle": 4, + "showRefreshButton": true, + "queryType": 7, + "visualization": "piechart", + "gridSettings": { + "formatters": [ + { + "columnMatch": "Prioritize AHB?", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "High Priority", + "representation": "Sev0", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "Low Priority", + "representation": "2", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "unknown", + "text": "{0}{1}" + } + ] + } + } + ] + }, + "chartSettings": { + "yAxis": [ + "vCores" + ], + "group": "Prioritize AHB?", + "createOtherGroup": null + } + }, + "customWidth": "33", + "name": "Summary SQLElastic+SKU AHB Enabled - per Priority" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"f65bea23-bb49-4498-b331-c20c618071c2\",\"mergeType\":\"table\",\"leftTable\":\"SQLElastic AHB Disabled\"}],\"projectRename\":[{\"originalName\":\"[Added column]\",\"mergedName\":\"Consumed Cores\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCores\",\"operator\":\"<\",\"rightValType\":\"static\",\"rightVal\":\"4\",\"resultValType\":\"expression\",\"resultVal\":\"4\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"round([\\\"vCPUs\\\"] / 4) * 4\"}}]},{\"originalName\":\"[Added column]\",\"mergedName\":\"Prioritize AHB?\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCores\",\"operator\":\"<\",\"rightValType\":\"static\",\"rightVal\":\"4\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"Low Priority\\\"\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"High Priority\\\"\"}}]},{\"originalName\":\"[SQLElastic AHB Disabled].SQLDBID\",\"mergedName\":\"SQLDBID\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLElastic AHB Disabled].SQLName\",\"mergedName\":\"SQLName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLElastic AHB Disabled].SQLRG\",\"mergedName\":\"SQLRG\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLElastic AHB Disabled].SKUName\",\"mergedName\":\"SKUName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLElastic AHB Disabled].SKUTier\",\"mergedName\":\"SKUTier\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLElastic AHB Disabled].vCores\",\"mergedName\":\"vCores\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLElastic AHB Disabled].CheckSQLDBAHB\",\"mergedName\":\"CheckSQLDBAHB\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLElastic AHB Disabled].SQLLocation\",\"mergedName\":\"SQLLocation\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLElastic AHB Disabled].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLElastic AHB Disabled].SubscriptionName\",\"mergedName\":\"SubscriptionName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLElastic AHB Disabled].SQLDBID1\",\"mergedName\":\"SQLDBID1\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"}]}", + "size": 0, + "title": "SQL DB AHB Cores not enabled per AHB Priority", + "noDataMessage": "All of your SQL DB have AHB enabled.", + "noDataMessageStyle": 3, + "showRefreshButton": true, + "queryType": 7, + "visualization": "piechart", + "gridSettings": { + "formatters": [ + { + "columnMatch": "Prioritize AHB?", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "High Priority", + "representation": "Sev0", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "Low Priority", + "representation": "2", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "unknown", + "text": "{0}{1}" + } + ] + } + } + ] + }, + "chartSettings": { + "yAxis": [ + "vCores" + ], + "group": "Prioritize AHB?", + "createOtherGroup": null + } + }, + "customWidth": "33", + "name": "Summary SQLDB+SKU AHB Disabled - per Priority" + } + ] + }, + "name": "SQL Elastic Info" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "parameters": [ + { + "id": "ae5e8765-47ef-46a6-803b-6b7124c098d2", + "version": "KqlParameterItem/1.0", + "name": "SQLDBHUBEnabled", + "label": "See SQL DBs with AHB", + "type": 2, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "jsonData": "[\r\n {\"value\":\"Yes\"},\r\n {\"value\":\"No\", \"selected\":true}\r\n]\r\n\r\n", + "timeContext": { + "durationMs": 86400000 + } + }, + { + "id": "f1ac5e53-253c-4afb-8bc5-b1ba2efea3eb", + "version": "KqlParameterItem/1.0", + "name": "SQLDBAHBDisabled", + "label": "See SQL DBs without AHB", + "type": 2, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "jsonData": "[\r\n {\"value\":\"Yes\"},\r\n {\"value\":\"No\", \"selected\":true}\r\n]\r\n\r\n" + } + ], + "style": "pills", + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces" + }, + "name": "SQL DB Without AHB" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"f65bea23-bb49-4498-b331-c20c618071ed\",\"mergeType\":\"table\",\"leftTable\":\"SQLElastic AHB Disabled\"}],\"projectRename\":[{\"originalName\":\"[SQLDB AHB Disabled].SQLDBID1\",\"mergedName\":\"SQLDBID1\",\"fromId\":\"unknown\"},{\"originalName\":\"[SQLElastic AHB Disabled].SQLDBID\",\"mergedName\":\"SQLDBID\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071ed\"},{\"originalName\":\"[SQLElastic AHB Disabled].SQLName\",\"mergedName\":\"SQLName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071ed\"},{\"originalName\":\"[SQLElastic AHB Disabled].SQLRG\",\"mergedName\":\"SQLRG\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071ed\"},{\"originalName\":\"[SQLElastic AHB Disabled].SKUName\",\"mergedName\":\"SKUName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071ed\"},{\"originalName\":\"[SQLElastic AHB Disabled].SKUTier\",\"mergedName\":\"SKUTier\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071ed\"},{\"originalName\":\"[SQLElastic AHB Disabled].vCores\",\"mergedName\":\"vCores\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071ed\"},{\"originalName\":\"[SQLElastic AHB Disabled].CheckSQLDBAHB\",\"mergedName\":\"CheckSQLDBAHB\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071ed\"},{\"originalName\":\"[SQLElastic AHB Disabled].SQLLocation\",\"mergedName\":\"SQLLocation\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071ed\"},{\"originalName\":\"[SQLElastic AHB Disabled].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071ed\"},{\"originalName\":\"[SQLElastic AHB Disabled].SubscriptionName\",\"mergedName\":\"SubscriptionName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071ed\"},{\"originalName\":\"[SQLElastic AHB Disabled].SQLDBID1\",\"mergedName\":\"SQLDBID1\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071ed\"}]}", + "size": 0, + "title": "SQL DB AHB Disabled", + "noDataMessage": "All of your SQL DBs have AHB enabled.", + "showExportToExcel": true, + "queryType": 7, + "gridSettings": { + "formatters": [ + { + "columnMatch": "$gen_group", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "Group", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "SubscriptionName", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + } + ], + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "SubscriptionName" + ], + "expandTopLevel": true + }, + "labelSettings": [ + { + "columnId": "SQLDBID", + "label": "Database Name" + }, + { + "columnId": "SQLName", + "label": "Server Name" + }, + { + "columnId": "SQLRG", + "label": "Resource Group" + }, + { + "columnId": "SKUName", + "label": "SKU" + }, + { + "columnId": "SKUTier", + "label": "SKU Tier" + }, + { + "columnId": "vCores", + "label": "Number of vCore" + }, + { + "columnId": "CheckSQLDBAHB", + "label": "Is AHB enabled?" + }, + { + "columnId": "SQLLocation", + "label": "Location" + }, + { + "columnId": "LicenseType", + "label": "License Type" + }, + { + "columnId": "SubscriptionName", + "label": "Subscription Name" + }, + { + "columnId": "SQLDBID1", + "label": "Resource ID" + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "SQLDBAHBDisabled", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "SQL DB Disabled" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"f65bea23-bb49-4498-b331-c20c618071f9\",\"mergeType\":\"table\",\"leftTable\":\"SQLElastic AHB Enabled\"}],\"projectRename\":[{\"originalName\":\"[SQLDB AHB Enabled].vCores\",\"mergedName\":\"vCores\",\"fromId\":\"unknown\"},{\"originalName\":\"[SQLDB AHB Enabled].SQLDBID1\",\"mergedName\":\"SQLDBID1\",\"fromId\":\"unknown\"},{\"originalName\":\"[SQLElastic AHB Enabled].SQLDBID\",\"mergedName\":\"SQLDBID\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071f9\"},{\"originalName\":\"[SQLElastic AHB Enabled].SQLName\",\"mergedName\":\"SQLName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071f9\"},{\"originalName\":\"[SQLElastic AHB Enabled].SQLRG\",\"mergedName\":\"SQLRG\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071f9\"},{\"originalName\":\"[SQLElastic AHB Enabled].SKUName\",\"mergedName\":\"SKUName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071f9\"},{\"originalName\":\"[SQLElastic AHB Enabled].SKUTier\",\"mergedName\":\"SKUTier\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071f9\"},{\"originalName\":\"[SQLElastic AHB Enabled].vCores\",\"mergedName\":\"vCores\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071f9\"},{\"originalName\":\"[SQLElastic AHB Enabled].SQLLocation\",\"mergedName\":\"SQLLocation\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071f9\"},{\"originalName\":\"[SQLElastic AHB Enabled].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071f9\"},{\"originalName\":\"[SQLElastic AHB Enabled].CheckSQLDBAHB\",\"mergedName\":\"CheckSQLDBAHB\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071f9\"},{\"originalName\":\"[SQLElastic AHB Enabled].SubscriptionName\",\"mergedName\":\"SubscriptionName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071f9\"},{\"originalName\":\"[SQLElastic AHB Enabled].SQLDBID1\",\"mergedName\":\"SQLDBID1\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071f9\"}]}", + "size": 0, + "title": "SQL DB AHB Enabled", + "noDataMessage": "None of you SQL DBs have AHB enabled.", + "noDataMessageStyle": 4, + "showExportToExcel": true, + "queryType": 7, + "gridSettings": { + "labelSettings": [ + { + "columnId": "SQLDBID", + "label": "Name" + }, + { + "columnId": "SQLName", + "label": "Database Name" + }, + { + "columnId": "SQLRG", + "label": "Resource Group" + }, + { + "columnId": "SKUName", + "label": "SKU" + }, + { + "columnId": "SKUTier", + "label": "SKU Tier" + }, + { + "columnId": "vCores", + "label": "Number of vCore" + }, + { + "columnId": "SQLLocation", + "label": "Location" + }, + { + "columnId": "LicenseType", + "label": "License Type" + }, + { + "columnId": "SubscriptionName", + "label": "Subscription Name" + }, + { + "columnId": "SQLDBID1", + "label": "Resource ID" + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "SQLDBHUBEnabled", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "SQL DB AHB Enabled" + } + ] + }, + "name": "Load SQL DB Detailed Info" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SQLType", + "comparison": "isEqualTo", + "value": "SQLElastic" + }, + "name": "SQLElasticPool" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "SQLDB" + }, + "name": "SQLDBGroup" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "title": "SQL Managed Instance", + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\"\r\n | extend SubscriptionName=name \r\n | join (resources | where type =~ 'Microsoft.Sql/managedInstances' and tostring(properties.['licenseType']) == 'LicenseIncluded'\r\n | extend ManagedInstance=id, SQLRG=resourceGroup, SQLLocation=location, vCores=tostring(sku.capacity),LicenseType = tostring(properties.['licenseType'])\r\n | extend CheckSQLMIAHB = case(\r\n type =~ 'Microsoft.Sql/managedInstances', iif((properties.['licenseType'])\r\n has 'LicenseIncluded', \"AHB Not Enabled\", \"AHB Enabled\"),\r\n\"Not SQL DB\"\r\n ) \r\n ) on subscriptionId \r\n | project ManagedInstance,SQLRG, SQLLocation, CheckSQLMIAHB, vCores, LicenseType, SubscriptionName\r\n | where SQLRG in ({ResourceGroup})\r\n | join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), ManagedInstance=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct ManagedInstance\r\n )\r\n on ManagedInstance", + "size": 0, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ] + }, + "conditionalVisibility": { + "parameterName": "AlwaysHidden", + "comparison": "isEqualTo", + "value": "true" + }, + "name": "SQLMIAHBDisabled" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\"\r\n | extend SubscriptionName=name \r\n | join (resources | where type =~ 'Microsoft.Sql/managedInstances' and tostring(properties.['licenseType']) != 'LicenseIncluded'\r\n | extend ManagedInstance=id, SQLName=name, SQLRG=resourceGroup, SQLLocation=location, vCores=tostring(sku.capacity),LicenseType = tostring(properties.['licenseType'])\r\n | extend CheckSQLMIAHB = case(\r\n type =~ 'Microsoft.Sql/managedInstances', iif((properties.['licenseType'])\r\n has 'LicenseIncluded', \"AHB Not Enabled\", \"AHB Enabled\"),\r\n\"Not SQL DB\"\r\n ) \r\n ) on subscriptionId \r\n | project ManagedInstance, SQLName, SQLRG, SQLLocation, CheckSQLMIAHB, vCores, LicenseType, SubscriptionName\r\n | where SQLRG in ({ResourceGroup})\r\n | join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), ManagedInstance=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct ManagedInstance\r\n )\r\n on ManagedInstance\r\n ", + "size": 0, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ] + }, + "conditionalVisibility": { + "parameterName": "AlwaysHidden", + "comparison": "isEqualTo", + "value": "true" + }, + "name": "SQLMIAHBEnabled" + }, + { + "type": 1, + "content": { + "json": "# SQL Managed Instances Azure Hybrid Benefit (AHB) Overview\r\n" + }, + "name": "SQL Managed Instances AHB" + }, + { + "type": 1, + "content": { + "json": "Apply to SQL Server 1 to 4 vCPUs exchange: For every 1 core of SQL Server Enterprise Edition, you get 4 vCPUs of SQL Managed Instance or Azure SQL Database general purpose and Hyperscale tiers, or 4 vCPUs of SQL Server Standard edition on Azure VMs.\r\n\r\nThe SQL virtual machines (VMs) with less than 4 cores are categorized as **Low Priority**, while those with 8 or more cores are classified as **High Priority**. In situations where there are insufficient Azure Hybrid benefit licenses to cover all the VMs in the environment, it is recommended to prioritize the High Priority VMs.", + "style": "info" + }, + "name": "Apply to SQL Server 1 to 4 vCPUs exchange" + }, + { + "type": 1, + "content": { + "json": "### AHB Overview\r\nSummary of all SQL Databases with and without SQL AHB.", + "style": "info" + }, + "name": "SQL Databases with and without SQL AHB." + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "loadType": "explicit", + "loadButtonText": "Load SQL MI Info", + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\"\r\n | extend SubscriptionName=name \r\n | join (resources | where type =~ 'Microsoft.Sql/managedInstances' \r\n | extend ManagedInstance=id, SQLRG=resourceGroup, SQLLocation=location, vCores=tostring(sku.capacity),LicenseType = tostring(properties.['licenseType'])\r\n | join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), ManagedInstance=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct ManagedInstance\r\n )\r\n on ManagedInstance\r\n | extend CheckSQLMIAHB = case(\r\n type =~ 'Microsoft.Sql/managedInstances', iif((properties.['licenseType'])\r\n has 'LicenseIncluded', \"AHB Not Enabled\", \"AHB Enabled\"),\r\n\"Not SQL DB\"\r\n ) \r\n ) on subscriptionId \r\n| project ManagedInstance,SQLRG, SQLLocation, CheckSQLMIAHB, vCores, LicenseType, SubscriptionName\r\n| summarize count() by SubscriptionName, CheckSQLMIAHB", + "size": 0, + "title": "Summary of SQL MI with or without AHB per Subscription", + "showRefreshButton": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "table", + "tileSettings": { + "titleContent": { + "columnMatch": "CheckSQLMIAHB", + "formatter": 1 + }, + "subtitleContent": { + "columnMatch": "SubscriptionName" + }, + "leftContent": { + "columnMatch": "count_", + "formatter": 12, + "formatOptions": { + "palette": "auto" + }, + "numberFormat": { + "unit": 17, + "options": { + "maximumSignificantDigits": 3, + "maximumFractionDigits": 2 + } + } + }, + "showBorder": false + }, + "chartSettings": { + "yAxis": [ + "count_" + ], + "group": "CheckSQLMIAHB", + "createOtherGroup": null + } + }, + "customWidth": "50", + "name": "Summary of SQL MI with or without AHB per subs" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\" \r\n | extend SubscriptionName=name \r\n | join (resources | where type =~ 'Microsoft.Sql/managedInstances'\r\n | extend ManagedInstance=id, SQLRG=resourceGroup, SQLLocation=location, vCores=tostring(sku.capacity),LicenseType = tostring(properties.['licenseType'])\r\n | join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), ManagedInstance=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct ManagedInstance\r\n )\r\n on ManagedInstance\r\n | extend CheckSQLMIAHB = case(\r\n type =~ 'Microsoft.Sql/managedInstances', iif((properties.['licenseType'])\r\n has 'LicenseIncluded', \"AHB Not Enabled\", \"AHB Enabled\"),\r\n\"Not SQL DB\"\r\n ) \r\n ) on subscriptionId \r\n| project ManagedInstance,SQLRG, SQLLocation, CheckSQLMIAHB, vCores, LicenseType, SubscriptionName\r\n| summarize count() by SubscriptionName, CheckSQLMIAHB", + "size": 0, + "title": "Summary of SQL Managed Instance with or without AHB", + "showRefreshButton": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "piechart", + "chartSettings": { + "yAxis": [ + "count_" + ], + "group": "CheckSQLMIAHB", + "createOtherGroup": null + } + }, + "customWidth": "50", + "name": "Summary of SQL MI with or without AHB " + }, + { + "type": 1, + "content": { + "json": "### Consumed Licenses\r\nTotal number of SQL licenses cores consumed by all SQL Managed Instances.\r\n", + "style": "info" + }, + "customWidth": "50", + "name": "Consumed Licenses" + }, + { + "type": 1, + "content": { + "json": "### Number of required Cores to enable SQL Azure Hybrid Benefit\r\nNumber of cores required to enable SQL AHB across the entire environment.\r\n\r\n\r\n", + "style": "info" + }, + "customWidth": "50", + "name": "Number of required Cores to enable SQL " + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"f65bea23-bb49-4498-b331-c20c618071c2\",\"mergeType\":\"table\",\"leftTable\":\"SQLMIAHBEnabled\"}],\"projectRename\":[{\"originalName\":\"[Added column]\",\"mergedName\":\"Consumed Cores\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCores\",\"operator\":\"<\",\"rightValType\":\"static\",\"rightVal\":\"4\",\"resultValType\":\"expression\",\"resultVal\":\"4\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"round([\\\"vCPUs\\\"] / 4) * 4\"}}]},{\"originalName\":\"[Added column]\",\"mergedName\":\"Prioritize AHB?\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCores\",\"operator\":\"<\",\"rightValType\":\"static\",\"rightVal\":\"4\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"Low Priority\\\"\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"High Priority\\\"\"}}]},{\"originalName\":\"[SQLDB AHB Enabled].vCores\",\"mergedName\":\"vCores\",\"fromId\":\"unknown\"},{\"originalName\":\"[SQLMIAHBEnabled].ManagedInstance\",\"mergedName\":\"ManagedInstance\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLMIAHBEnabled].SQLRG\",\"mergedName\":\"SQLRG\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLMIAHBEnabled].SQLLocation\",\"mergedName\":\"SQLLocation\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLMIAHBEnabled].CheckSQLMIAHB\",\"mergedName\":\"CheckSQLMIAHB\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLMIAHBEnabled].vCores\",\"mergedName\":\"vCores\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLMIAHBEnabled].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLMIAHBEnabled].SubscriptionName\",\"mergedName\":\"SubscriptionName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLMIAHBEnabled].ManagedInstance1\",\"mergedName\":\"ManagedInstance1\",\"fromId\":\"unknown\"},{\"originalName\":\"[SQLMIAHBEnabled].SQLName\",\"mergedName\":\"SQLName\",\"fromId\":\"unknown\"}]}", + "size": 0, + "title": "SQL Managed Instance AHB Consumed Cores per VM", + "noDataMessage": "None of your SQL MI have AHB enabled.", + "noDataMessageStyle": 4, + "showRefreshButton": true, + "queryType": 7, + "visualization": "piechart", + "gridSettings": { + "formatters": [ + { + "columnMatch": "Prioritize AHB?", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "High Priority", + "representation": "Sev0", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "Low Priority", + "representation": "2", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "unknown", + "text": "{0}{1}" + } + ] + } + } + ] + }, + "chartSettings": { + "yAxis": [ + "vCores" + ], + "group": "SQLName", + "createOtherGroup": null + } + }, + "customWidth": "33", + "name": "Summary SQLMI+SKU AHB Enabled - per VM" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"f65bea23-bb49-4498-b331-c20c618071c2\",\"mergeType\":\"table\",\"leftTable\":\"SQLMIAHBEnabled\"}],\"projectRename\":[{\"originalName\":\"[Added column]\",\"mergedName\":\"Consumed Cores\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCores\",\"operator\":\"<\",\"rightValType\":\"static\",\"rightVal\":\"4\",\"resultValType\":\"expression\",\"resultVal\":\"4\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"round([\\\"vCPUs\\\"] / 4) * 4\"}}]},{\"originalName\":\"[Added column]\",\"mergedName\":\"Prioritize AHB?\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCores\",\"operator\":\"<\",\"rightValType\":\"static\",\"rightVal\":\"4\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"Low Priority\\\"\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"High Priority\\\"\"}}]},{\"originalName\":\"[SQLDB AHB Enabled].vCores\",\"mergedName\":\"vCores\",\"fromId\":\"unknown\"},{\"originalName\":\"[SQLMIAHBEnabled].ManagedInstance\",\"mergedName\":\"ManagedInstance\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLMIAHBEnabled].SQLRG\",\"mergedName\":\"SQLRG\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLMIAHBEnabled].SQLLocation\",\"mergedName\":\"SQLLocation\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLMIAHBEnabled].CheckSQLMIAHB\",\"mergedName\":\"CheckSQLMIAHB\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLMIAHBEnabled].vCores\",\"mergedName\":\"vCores\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLMIAHBEnabled].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLMIAHBEnabled].SubscriptionName\",\"mergedName\":\"SubscriptionName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLMIAHBEnabled].ManagedInstance1\",\"mergedName\":\"ManagedInstance1\",\"fromId\":\"unknown\"},{\"originalName\":\"[SQLMIAHBEnabled].SQLName\",\"mergedName\":\"SQLName\",\"fromId\":\"unknown\"}]}", + "size": 0, + "title": "SQL Managed Instance AHB Consumed Cores per Priority", + "noDataMessage": "None of your SQL MI have AHB enabled.", + "noDataMessageStyle": 4, + "showRefreshButton": true, + "queryType": 7, + "visualization": "piechart", + "gridSettings": { + "formatters": [ + { + "columnMatch": "Prioritize AHB?", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "High Priority", + "representation": "Sev0", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "Low Priority", + "representation": "2", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "unknown", + "text": "{0}{1}" + } + ] + } + } + ] + }, + "chartSettings": { + "yAxis": [ + "vCores" + ], + "group": "Prioritize AHB?", + "createOtherGroup": null + } + }, + "customWidth": "33", + "name": "Summary SQLMI+SKU AHB Enabled - per Priority" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"f65bea23-bb49-4498-b331-c20c618071c2\",\"mergeType\":\"table\",\"leftTable\":\"SQLMIAHBDisabled\"}],\"projectRename\":[{\"originalName\":\"[Added column]\",\"mergedName\":\"Consumed Cores\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCores\",\"operator\":\"<\",\"rightValType\":\"static\",\"rightVal\":\"4\",\"resultValType\":\"expression\",\"resultVal\":\"4\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"round([\\\"vCPUs\\\"] / 4) * 4\"}}]},{\"originalName\":\"[Added column]\",\"mergedName\":\"Prioritize AHB?\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCores\",\"operator\":\"<\",\"rightValType\":\"static\",\"rightVal\":\"4\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"Low Priority\\\"\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"High Priority\\\"\"}}]},{\"originalName\":\"[SQLMIAHBDisabled].ManagedInstance\",\"mergedName\":\"ManagedInstance\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLMIAHBDisabled].SQLRG\",\"mergedName\":\"SQLRG\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLMIAHBDisabled].SQLLocation\",\"mergedName\":\"SQLLocation\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLMIAHBDisabled].CheckSQLMIAHB\",\"mergedName\":\"CheckSQLMIAHB\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLMIAHBDisabled].vCores\",\"mergedName\":\"vCores\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLMIAHBDisabled].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLMIAHBDisabled].SubscriptionName\",\"mergedName\":\"SubscriptionName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071c2\"},{\"originalName\":\"[SQLMIAHBDisabled].ManagedInstance1\",\"mergedName\":\"ManagedInstance1\",\"fromId\":\"unknown\"}]}", + "size": 0, + "title": "SQL Managed Instances AHB Cores not enabled per AHB Priority", + "noDataMessage": "All of your SQL MI have AHB enabled.", + "noDataMessageStyle": 3, + "showRefreshButton": true, + "queryType": 7, + "visualization": "piechart", + "gridSettings": { + "formatters": [ + { + "columnMatch": "Prioritize AHB?", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "High Priority", + "representation": "Sev0", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "Low Priority", + "representation": "2", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "unknown", + "text": "{0}{1}" + } + ] + } + } + ] + }, + "chartSettings": { + "yAxis": [ + "vCores" + ], + "group": "Prioritize AHB?", + "createOtherGroup": null + } + }, + "customWidth": "33", + "name": "Summary SQLMI+SKU AHB Disabled - per Priority" + } + ] + }, + "name": "SQL MI Info" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "parameters": [ + { + "id": "ae5e8765-47ef-46a6-803b-6b7124c098d2", + "version": "KqlParameterItem/1.0", + "name": "SQLMIAHBEnabled", + "label": "See SQL MIs with AHB", + "type": 2, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "jsonData": "[\r\n {\"value\":\"Yes\"},\r\n {\"value\":\"No\", \"selected\":true}\r\n]\r\n\r\n", + "timeContext": { + "durationMs": 86400000 + } + }, + { + "id": "f1ac5e53-253c-4afb-8bc5-b1ba2efea3eb", + "version": "KqlParameterItem/1.0", + "name": "SQLMIAHBDisabled", + "label": "See SQL MIs without AHB", + "type": 2, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "jsonData": "[\r\n {\"value\":\"Yes\"},\r\n {\"value\":\"No\", \"selected\":true}\r\n]\r\n\r\n" + } + ], + "style": "pills", + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces" + }, + "name": "SQL MI AHB Disabled" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"f65bea23-bb49-4498-b331-c20c618071ed\",\"mergeType\":\"table\",\"leftTable\":\"SQLMIAHBDisabled\"}],\"projectRename\":[{\"originalName\":\"[SQLMIAHBDisabled].ManagedInstance\",\"mergedName\":\"ManagedInstance\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071ed\"},{\"originalName\":\"[SQLMIAHBDisabled].SQLRG\",\"mergedName\":\"SQLRG\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071ed\"},{\"originalName\":\"[SQLMIAHBDisabled].SQLLocation\",\"mergedName\":\"SQLLocation\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071ed\"},{\"originalName\":\"[SQLMIAHBDisabled].CheckSQLMIAHB\",\"mergedName\":\"CheckSQLMIAHB\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071ed\"},{\"originalName\":\"[SQLMIAHBDisabled].vCores\",\"mergedName\":\"vCores\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071ed\"},{\"originalName\":\"[SQLMIAHBDisabled].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071ed\"},{\"originalName\":\"[SQLMIAHBDisabled].SubscriptionName\",\"mergedName\":\"SubscriptionName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071ed\"}]}", + "size": 0, + "title": "SQL Managed Instance AHB Disabled", + "noDataMessage": "All of your SQL MIs have AHB enabled.", + "showExportToExcel": true, + "queryType": 7, + "gridSettings": { + "formatters": [ + { + "columnMatch": "$gen_group", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "Group", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "SubscriptionName", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + } + ], + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "SubscriptionName" + ], + "expandTopLevel": true + } + } + }, + "conditionalVisibility": { + "parameterName": "SQLMIAHBDisabled", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "SQL MI Disabled" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"f65bea23-bb49-4498-b331-c20c618071f9\",\"mergeType\":\"table\",\"leftTable\":\"SQLMIAHBEnabled\"}],\"projectRename\":[{\"originalName\":\"[SQLDB AHB Enabled].vCores\",\"mergedName\":\"vCores\",\"fromId\":\"unknown\"},{\"originalName\":\"[SQLMIAHBEnabled].ManagedInstance\",\"mergedName\":\"ManagedInstance\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071f9\"},{\"originalName\":\"[SQLMIAHBEnabled].SQLRG\",\"mergedName\":\"SQLRG\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071f9\"},{\"originalName\":\"[SQLMIAHBEnabled].SQLLocation\",\"mergedName\":\"SQLLocation\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071f9\"},{\"originalName\":\"[SQLMIAHBEnabled].CheckSQLMIAHB\",\"mergedName\":\"CheckSQLMIAHB\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071f9\"},{\"originalName\":\"[SQLMIAHBEnabled].vCores\",\"mergedName\":\"vCores\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071f9\"},{\"originalName\":\"[SQLMIAHBEnabled].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071f9\"},{\"originalName\":\"[SQLMIAHBEnabled].SubscriptionName\",\"mergedName\":\"SubscriptionName\",\"fromId\":\"f65bea23-bb49-4498-b331-c20c618071f9\"}]}", + "size": 0, + "title": "SQL Managed Instance AHB Enabled", + "noDataMessage": "None of you SQL MIs have AHB enabled.", + "showExportToExcel": true, + "queryType": 7 + }, + "conditionalVisibility": { + "parameterName": "SQLMIAHBEnabled", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "SQL MI AHB Enabled" + } + ] + }, + "name": "SQL MI Detailed" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "SQLMI" + }, + "name": "SQL MI" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "SQL" + }, + "name": "SQLAHB" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "title": "Linux Hybrid Benefit", + "loadType": "explicit", + "loadButtonText": "Load Linux Recommendations", + "items": [ + { + "type": 1, + "content": { + "json": "## Linux Azure Hybrid Benefit (AHB) Overview" + }, + "name": "Linux Text" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"ARMEndpoint/1.0\",\"data\":null,\"headers\":[],\"method\":\"GET\",\"path\":\"/subscriptions/{SingleSubHidden}/providers/Microsoft.Compute/skus?$filter=location eq '{Location}'\",\"urlParams\":[{\"key\":\"api-version\",\"value\":\"2021-07-01\"}],\"batchDisabled\":false,\"transformers\":[{\"type\":\"jsonpath\",\"settings\":{\"tablePath\":\"$.*[?(@.resourceType=='virtualMachines')]\",\"columns\":[{\"path\":\"name\",\"columnid\":\"Name\"},{\"path\":\"capabilities[?(@.name=='vCPUs')].value\",\"columnid\":\"vCPUs\"},{\"path\":\"capabilities[?(@.name=='MemoryGB')].value\",\"columnid\":\"MemoryGB\"},{\"path\":\"capabilities[?(@.name=='MaxNetworkInterfaces')].value\",\"columnid\":\"MaxNetworkInterfaces\"},{\"path\":\"capabilities[?(@.name=='HyperVGenerations')].value\",\"columnid\":\"HyperVGenerations\"},{\"path\":\"capabilities[?(@.name=='vCPUsPerCore')].value\",\"columnid\":\"vCPUsPerCore\"}]}}]}", + "size": 0, + "title": "Get VM vCPU", + "exportParameterName": "ResourceSKU", + "showExportToExcel": true, + "queryType": 12, + "gridSettings": { + "rowLimit": 5000 + } + }, + "conditionalVisibility": { + "parameterName": "AlwaysHidden", + "comparison": "isEqualTo", + "value": "true" + }, + "name": "API-Get_VMLinux_SKU" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources \r\n| where resourceGroup in ({ResourceGroup})\r\n| where type =~ 'microsoft.compute/virtualmachines' and (properties.storageProfile.imageReference.publisher == 'suse' or properties.storageProfile.imageReference.publisher=='RedHat')\r\n| where isnull ((properties.['licenseType']))\r\n| extend LinuxId=id, VMName=name, VMLocation=location, VMRG=resourceGroup, OSType=tostring(properties.storageProfile.imageReference.publisher), OsVersion = tostring(properties.storageProfile.imageReference.sku), VMSize=tostring (properties.hardwareProfile.vmSize), LicenseType = tostring(properties.['licenseType']), VMSSize=tostring(sku.name)\r\n| order by type asc \r\n| project LinuxId,VMName,VMRG,VMSize, VMSSize, VMLocation,OSType, OsVersion,LicenseType\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), LinuxId=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct LinuxId\r\n )\r\n on LinuxId", + "size": 0, + "title": "AHB Disabled", + "noDataMessage": "None of your Linux VMs have AHB enabled.", + "noDataMessageStyle": 4, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ] + }, + "conditionalVisibility": { + "parameterName": "AlwaysHidden", + "comparison": "isEqualTo", + "value": "true" + }, + "name": "LinuxAHBDisabled" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources \r\n| where resourceGroup in ({ResourceGroup})\r\n| where type =~ 'microsoft.compute/virtualmachines' and (properties.storageProfile.imageReference.publisher == 'suse' or properties.storageProfile.imageReference.publisher=='RedHat')\r\n| where isnotnull ((properties.['licenseType']))\r\n| extend LinuxId=id, VMName=name, VMLocation=location, VMRG=resourceGroup, OSType=tostring(properties.storageProfile.imageReference.publisher), OsVersion = tostring(properties.storageProfile.imageReference.sku), VMSize=tostring (properties.hardwareProfile.vmSize), LicenseType = tostring(properties.['licenseType']), VMSSize=tostring(sku.name)\r\n| order by type asc \r\n| project LinuxId,VMName,VMRG,VMSize, VMSSize, VMLocation,OSType, OsVersion,LicenseType\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), LinuxId=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct LinuxId\r\n )\r\n on LinuxId", + "size": 0, + "title": "AHB Enabled", + "noDataMessage": "All of your Linux VMs have AHB enabled.", + "noDataMessageStyle": 3, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ] + }, + "conditionalVisibility": { + "parameterName": "AlwaysHidden", + "comparison": "isEqualTo", + "value": "true" + }, + "name": "LinuxAHBRGEnabled" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resources \r\n| where resourceGroup in ({ResourceGroup})\r\n| where type =~ 'microsoft.compute/virtualmachines' and (properties.storageProfile.imageReference.publisher == 'suse' or properties.storageProfile.imageReference.publisher=='RedHat')\r\n| extend LicenseType = tostring(properties.['licenseType'])\r\n| extend LinuxId=id\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), LinuxId=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct LinuxId\r\n )\r\n on LinuxId\r\n| extend CheckAHBLinux = case(\r\n type == 'microsoft.compute/virtualmachines' or type =~ 'microsoft.compute/virtualMachineScaleSets',\r\n iff(isnull((properties.['licenseType'])),\r\n \"AHB Not Enabled\", \"AHB Enabled\"),\r\n \"Not Linux\"\r\n )\r\n| summarize count() by CheckAHBLinux", + "size": 0, + "title": "Summary of Linux VMs with or without AHB", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "piechart" + }, + "customWidth": "50", + "name": "Summary of Linux VMs with or without AHB" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"d8deb22b-a596-43ee-acc4-180849d26130\",\"mergeType\":\"inner\",\"leftTable\":\"LinuxAHBRGEnabled\",\"rightTable\":\"API-Get_VMLinux_SKU\",\"leftColumn\":\"VMSize\",\"rightColumn\":\"Name\"}],\"projectRename\":[{\"originalName\":\"[Added column]\",\"mergedName\":\"ConsumedCores\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCPUs\",\"operator\":\"<=\",\"rightValType\":\"static\",\"rightVal\":\"8\",\"resultValType\":\"expression\",\"resultVal\":\"8\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"[\\\"vCPUs\\\"]\"}}]},{\"originalName\":\"[WindowsAHBEnabled].subscriptionId\",\"mergedName\":\"subscriptionId\",\"fromId\":\"unknown\"},{\"originalName\":\"[WindowsAHBEnabled].WindowsId1\",\"mergedName\":\"WindowsId1\",\"fromId\":\"unknown\"},{\"originalName\":\"[LinuxAHBRGEnabled].LinuxId\",\"mergedName\":\"LinuxId\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[LinuxAHBRGEnabled].VMName\",\"mergedName\":\"VMName\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[LinuxAHBRGEnabled].VMRG\",\"mergedName\":\"VMRG\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[LinuxAHBRGEnabled].VMSize\",\"mergedName\":\"VMSize\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[LinuxAHBRGEnabled].VMSSize\",\"mergedName\":\"VMSSize\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[LinuxAHBRGEnabled].VMLocation\",\"mergedName\":\"VMLocation\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[LinuxAHBRGEnabled].OSType\",\"mergedName\":\"OSType\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[LinuxAHBRGEnabled].OsVersion\",\"mergedName\":\"OsVersion\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[LinuxAHBRGEnabled].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[LinuxAHBRGEnabled].LinuxId1\",\"mergedName\":\"LinuxId1\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[API-Get_VMLinux_SKU].Name\",\"mergedName\":\"Name\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[API-Get_VMLinux_SKU].vCPUs\",\"mergedName\":\"vCPUs\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[API-Get_VMLinux_SKU].MemoryGB\",\"mergedName\":\"MemoryGB\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[API-Get_VMLinux_SKU].MaxNetworkInterfaces\",\"mergedName\":\"MaxNetworkInterfaces\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[API-Get_VMLinux_SKU].HyperVGenerations\",\"mergedName\":\"HyperVGenerations\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"},{\"originalName\":\"[API-Get_VMLinux_SKU].vCPUsPerCore\",\"mergedName\":\"vCPUsPerCore\",\"fromId\":\"d8deb22b-a596-43ee-acc4-180849d26130\"}]}", + "size": 0, + "title": "Consumed Cores per VM", + "noDataMessage": "None of your Linux VM have AHB enabled", + "showRefreshButton": true, + "queryType": 7, + "visualization": "piechart", + "gridSettings": { + "formatters": [ + { + "columnMatch": "ConsumedCores", + "formatter": 0, + "formatOptions": { + "aggregation": "Sum" + } + } + ] + }, + "tileSettings": { + "titleContent": {}, + "leftContent": { + "columnMatch": "ConsumedCores", + "formatter": 12, + "formatOptions": { + "palette": "blue" + } + }, + "showBorder": false + }, + "graphSettings": { + "type": 0 + }, + "chartSettings": { + "yAxis": [ + "ConsumedCores" + ], + "group": "VMName", + "createOtherGroup": null + } + }, + "customWidth": "33", + "name": "Linux Consumed Cores per VM" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "parameters": [ + { + "id": "ae5e8765-47ef-46a6-803b-6b7124c098d2", + "version": "KqlParameterItem/1.0", + "name": "LinuxAHBEnabled", + "label": "See Linux VMs with AHB", + "type": 2, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "jsonData": "[\r\n {\"value\":\"Yes\"},\r\n {\"value\":\"No\", \"selected\":true}\r\n]\r\n\r\n", + "timeContext": { + "durationMs": 86400000 + } + }, + { + "id": "4c3ff9fa-d9c8-4d35-94d4-48ba3a1547fd", + "version": "KqlParameterItem/1.0", + "name": "LinuxAHBDisabled", + "label": "See Linux VMs without AHB", + "type": 2, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [] + }, + "jsonData": "[\r\n {\"value\":\"Yes\"},\r\n {\"value\":\"No\", \"selected\":true}\r\n]\r\n\r\n", + "timeContext": { + "durationMs": 86400000 + } + } + ], + "style": "pills", + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces" + }, + "name": "Linux VMs without AHB" + }, + { + "type": 1, + "content": { + "json": "List of Linux VMs with Hybrid Benefit groupped by Subscription." + }, + "conditionalVisibility": { + "parameterName": "LinuxAHBEnabled", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "Linux VMs with Hybrid Benefit" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"8a27a7d8-5ea8-4408-ac20-2fc4e65ca095\",\"mergeType\":\"inner\",\"leftTable\":\"LinuxAHBRGEnabled\",\"rightTable\":\"API-Get_VMLinux_SKU\",\"leftColumn\":\"VMSize\",\"rightColumn\":\"Name\"}],\"projectRename\":[{\"originalName\":\"[LinuxAHBRGEnabled].LinuxId\",\"mergedName\":\"VM ID\",\"fromId\":\"8a27a7d8-5ea8-4408-ac20-2fc4e65ca095\"},{\"originalName\":\"[LinuxAHBRGEnabled].VMRG\",\"mergedName\":\"VMRG\",\"fromId\":\"8a27a7d8-5ea8-4408-ac20-2fc4e65ca095\"},{\"originalName\":\"[LinuxAHBRGEnabled].VMSize\",\"mergedName\":\"VMSize\",\"fromId\":\"8a27a7d8-5ea8-4408-ac20-2fc4e65ca095\"},{\"originalName\":\"[API-Get_VMLinux_SKU].vCPUs\",\"mergedName\":\"vCPUs\",\"fromId\":\"8a27a7d8-5ea8-4408-ac20-2fc4e65ca095\"},{\"originalName\":\"[LinuxAHBRGEnabled].VMLocation\",\"mergedName\":\"VMLocation\",\"fromId\":\"8a27a7d8-5ea8-4408-ac20-2fc4e65ca095\"},{\"originalName\":\"[LinuxAHBRGEnabled].OSType\",\"mergedName\":\"OSType\",\"fromId\":\"8a27a7d8-5ea8-4408-ac20-2fc4e65ca095\"},{\"originalName\":\"[LinuxAHBRGEnabled].OsVersion\",\"mergedName\":\"OsVersion\",\"fromId\":\"8a27a7d8-5ea8-4408-ac20-2fc4e65ca095\"},{\"originalName\":\"[LinuxAHBRGEnabled].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"8a27a7d8-5ea8-4408-ac20-2fc4e65ca095\"},{\"originalName\":\"[API-Get_VMLinux_SKU].Name\",\"mergedName\":\"Name\",\"fromId\":\"8a27a7d8-5ea8-4408-ac20-2fc4e65ca095\"},{\"originalName\":\"[API-Get_VMLinux_SKU].MemoryGB\",\"mergedName\":\"MemoryGB\",\"fromId\":\"8a27a7d8-5ea8-4408-ac20-2fc4e65ca095\"},{\"originalName\":\"[API-Get_VMLinux_SKU].MaxNetworkInterfaces\",\"mergedName\":\"MaxNetworkInterfaces\",\"fromId\":\"8a27a7d8-5ea8-4408-ac20-2fc4e65ca095\"},{\"originalName\":\"[API-Get_VMLinux_SKU].HyperVGenerations\",\"mergedName\":\"HyperVGenerations\",\"fromId\":\"8a27a7d8-5ea8-4408-ac20-2fc4e65ca095\"},{\"originalName\":\"[API-Get_VMLinux_SKU].vCPUsPerCore\",\"mergedName\":\"vCPUsPerCore\",\"fromId\":\"8a27a7d8-5ea8-4408-ac20-2fc4e65ca095\"},{\"originalName\":\"[LinuxAHBRGEnabled].LinuxId1\",\"mergedName\":\"LinuxId1\",\"fromId\":\"unknown\"},{\"originalName\":\"[LinuxAHBEnabled].VMName\"},{\"originalName\":\"[API-Get_VM_SKU].MemoryGB\"},{\"originalName\":\"[API-Get_VM_SKU].MaxNetworkInterfaces\"},{\"originalName\":\"[API-Get_VM_SKU].Name\"},{\"originalName\":\"[API-Get_VM_SKU].HyperVGenerations\"},{\"originalName\":\"[API-Get_VM_SKU].vCPUsPerCore\"},{\"originalName\":\"[LinuxAHBEnabled].VMSSize\"},{\"originalName\":\"[LinuxAHBRGEnabled].VMName\"},{\"originalName\":\"[LinuxAHBRGEnabled].VMSSize\"}]}", + "size": 0, + "title": "Linux VMs with AHB", + "noDataMessage": "None of your Linux VMs have AHB enabled", + "noDataMessageStyle": 4, + "showExportToExcel": true, + "queryType": 7, + "gridSettings": { + "formatters": [ + { + "columnMatch": "Prioritize AHB?", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "High Priority", + "representation": "Sev0", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "Sev4", + "text": "{0}{1}" + } + ] + }, + "numberFormat": { + "unit": 17, + "options": { + "style": "decimal" + } + } + } + ] + }, + "tileSettings": { + "showBorder": false, + "titleContent": { + "columnMatch": "NewLicense", + "formatter": 1 + }, + "leftContent": { + "columnMatch": "vCPUs", + "formatter": 12, + "formatOptions": { + "palette": "auto" + }, + "numberFormat": { + "unit": 17, + "options": { + "maximumSignificantDigits": 3, + "maximumFractionDigits": 2 + } + } + } + }, + "chartSettings": { + "xAxis": "VM Name", + "yAxis": [ + "Consumed Cores per VM" + ], + "group": null, + "createOtherGroup": 0, + "seriesLabelSettings": [ + { + "seriesName": "Consumed Cores per VM", + "color": "grayBlue" + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "LinuxAHBEnabled", + "comparison": "isEqualTo", + "value": "yes" + }, + "name": "Linux-VM+SKU+vCores-AHB" + }, + { + "type": 1, + "content": { + "json": "List of Linux VMs without Hybrid Benefit groupped by Subscription." + }, + "conditionalVisibility": { + "parameterName": "LinuxAHBDisabled", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "LinuxAHBDisabled" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"8a27a7d8-5ea8-4408-ac20-2fc4e65ca095\",\"mergeType\":\"inner\",\"leftTable\":\"LinuxAHBDisabled\",\"rightTable\":\"API-Get_VMLinux_SKU\",\"leftColumn\":\"VMSize\",\"rightColumn\":\"Name\"}],\"projectRename\":[{\"originalName\":\"[LinuxAHBDisabled].LinuxId\",\"mergedName\":\"LinuxId\",\"fromId\":\"8a27a7d8-5ea8-4408-ac20-2fc4e65ca095\"},{\"originalName\":\"[LinuxAHBDisabled].VMName\",\"mergedName\":\"VMName\",\"fromId\":\"8a27a7d8-5ea8-4408-ac20-2fc4e65ca095\"},{\"originalName\":\"[LinuxAHBDisabled].VMRG\",\"mergedName\":\"VMRG\",\"fromId\":\"8a27a7d8-5ea8-4408-ac20-2fc4e65ca095\"},{\"originalName\":\"[LinuxAHBDisabled].VMSize\",\"mergedName\":\"VMSize\",\"fromId\":\"8a27a7d8-5ea8-4408-ac20-2fc4e65ca095\"},{\"originalName\":\"[LinuxAHBDisabled].VMSSize\",\"mergedName\":\"VMSSize\",\"fromId\":\"8a27a7d8-5ea8-4408-ac20-2fc4e65ca095\"},{\"originalName\":\"[LinuxAHBDisabled].VMLocation\",\"mergedName\":\"VMLocation\",\"fromId\":\"8a27a7d8-5ea8-4408-ac20-2fc4e65ca095\"},{\"originalName\":\"[LinuxAHBDisabled].OSType\",\"mergedName\":\"OSType\",\"fromId\":\"8a27a7d8-5ea8-4408-ac20-2fc4e65ca095\"},{\"originalName\":\"[LinuxAHBDisabled].OsVersion\",\"mergedName\":\"OsVersion\",\"fromId\":\"8a27a7d8-5ea8-4408-ac20-2fc4e65ca095\"},{\"originalName\":\"[LinuxAHBDisabled].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"8a27a7d8-5ea8-4408-ac20-2fc4e65ca095\"},{\"originalName\":\"[API-Get_VMLinux_SKU].Name\",\"mergedName\":\"Name\",\"fromId\":\"8a27a7d8-5ea8-4408-ac20-2fc4e65ca095\"},{\"originalName\":\"[API-Get_VMLinux_SKU].vCPUs\",\"mergedName\":\"vCPUs\",\"fromId\":\"8a27a7d8-5ea8-4408-ac20-2fc4e65ca095\"},{\"originalName\":\"[API-Get_VMLinux_SKU].MemoryGB\",\"mergedName\":\"MemoryGB\",\"fromId\":\"8a27a7d8-5ea8-4408-ac20-2fc4e65ca095\"},{\"originalName\":\"[API-Get_VMLinux_SKU].MaxNetworkInterfaces\",\"mergedName\":\"MaxNetworkInterfaces\",\"fromId\":\"8a27a7d8-5ea8-4408-ac20-2fc4e65ca095\"},{\"originalName\":\"[API-Get_VMLinux_SKU].HyperVGenerations\",\"mergedName\":\"HyperVGenerations\",\"fromId\":\"8a27a7d8-5ea8-4408-ac20-2fc4e65ca095\"},{\"originalName\":\"[API-Get_VMLinux_SKU].vCPUsPerCore\",\"mergedName\":\"vCPUsPerCore\",\"fromId\":\"8a27a7d8-5ea8-4408-ac20-2fc4e65ca095\"},{\"originalName\":\"[LinuxAHBDisabled].LinuxId1\",\"mergedName\":\"LinuxId1\",\"fromId\":\"unknown\"},{\"originalName\":\"[LinuxAHBEnabled].VMName\"},{\"originalName\":\"[API-Get_VM_SKU].MemoryGB\"},{\"originalName\":\"[API-Get_VM_SKU].MaxNetworkInterfaces\"},{\"originalName\":\"[API-Get_VM_SKU].Name\"},{\"originalName\":\"[API-Get_VM_SKU].HyperVGenerations\"},{\"originalName\":\"[API-Get_VM_SKU].vCPUsPerCore\"},{\"originalName\":\"[LinuxAHBEnabled].VMSSize\"}]}", + "size": 0, + "title": "Linux VMs without AHB", + "noDataMessage": "None of your Linux VMs have AHB enabled", + "noDataMessageStyle": 4, + "showExportToExcel": true, + "queryType": 7, + "gridSettings": { + "formatters": [ + { + "columnMatch": "Prioritize AHB?", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "High Priority", + "representation": "Sev0", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "Sev4", + "text": "{0}{1}" + } + ] + }, + "numberFormat": { + "unit": 17, + "options": { + "style": "decimal" + } + } + } + ] + }, + "tileSettings": { + "showBorder": false, + "titleContent": { + "columnMatch": "NewLicense", + "formatter": 1 + }, + "leftContent": { + "columnMatch": "vCPUs", + "formatter": 12, + "formatOptions": { + "palette": "auto" + }, + "numberFormat": { + "unit": 17, + "options": { + "maximumSignificantDigits": 3, + "maximumFractionDigits": 2 + } + } + } + }, + "chartSettings": { + "xAxis": "VM Name", + "yAxis": [ + "Consumed Cores per VM" + ], + "group": null, + "createOtherGroup": 0, + "seriesLabelSettings": [ + { + "seriesName": "Consumed Cores per VM", + "color": "grayBlue" + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "LinuxAHBDisabled", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "Linux-VM+SKU+vCores-AHBDisabled" + } + ] + }, + "conditionalVisibilities": [ + { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "LinuxVM" + }, + { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "VM" + } + ], + "name": "Linux" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "title": "VMSS", + "items": [ + { + "type": 1, + "content": { + "json": "## Windows Azure Hybrid Benefit (AHB) Overview - VM Scale Set" + }, + "name": "AHB Overview - VM Scale Set" + }, + { + "type": 1, + "content": { + "json": "Each two-processor license or each set of 16-core licenses, either Datacenter or Standard editions, are entitled to two instances of up to 8 cores, or one instance of up to 16 cores.\r\n\r\nThe virtual machines (VMs) with less than 8 cores are categorized as **Low Priority**, while those with 8 or more cores are classified as **High Priority**. In situations where there are insufficient Azure Hybrid benefit licenses to cover all the VMs in the environment, it is recommended to prioritize the High Priority VMs.", + "style": "info" + }, + "name": "Each two-processor license or each set of 16-core licenses" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | extend SubscriptionName=name \r\n| join (\r\nresources \r\n| where resourceGroup in ({ResourceGroup})\r\n| where type =~ 'microsoft.compute/virtualMachineScaleSets'\r\n| where tostring(properties.virtualMachineProfile.storageProfile.osDisk.osType) == 'Windows' and tostring(properties.virtualMachineProfile.licenseType) == \"Windows_Server\"\r\n| extend WindowsId=id, VMName=name, VMLocation=location, VMRG=resourceGroup, OSType=tostring(properties.virtualMachineProfile.storageProfile.osDisk.osType), OSVersion = tostring(properties.virtualMachineProfile.storageProfile.imageReference.sku), VMSize=tostring (properties.hardwareProfile.vmSize), LicenseType = tostring(properties.virtualMachineProfile.licenseType), VMSSize=tostring(sku.name)\r\n ) on subscriptionId \r\n| order by type asc \r\n| project WindowsId,VMName,VMRG,VMSize, VMSSize, VMLocation,OSType, OSVersion,LicenseType, subscriptionId\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), WindowsId=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct WindowsId\r\n )\r\n on WindowsId", + "size": 0, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ] + }, + "conditionalVisibilities": [ + { + "parameterName": "LoadVMSSTab", + "comparison": "isEqualTo", + "value": "Yes" + }, + { + "parameterName": "AlwaysHidden", + "comparison": "isEqualTo", + "value": "True" + } + ], + "name": "VMSSAHBEnabled-RG" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | extend SubscriptionName=name \r\n| join (\r\nresources \r\n| where resourceGroup in ({ResourceGroup})\r\n| where type =~ 'microsoft.compute/virtualMachineScaleSets'\r\n| where tostring(properties.storageProfile.osDisk.osType) == 'Windows' or tostring(properties.virtualMachineProfile.storageProfile.osDisk.osType) == 'Windows'\r\n| where tostring(properties.['licenseType']) !has 'Windows' and tostring(properties.virtualMachineProfile.['licenseType']) !has 'Windows'\r\n| extend WindowsId=id, VMName=name, VMLocation=location, VMRG=resourceGroup, OSType=tostring(properties.virtualMachineProfile.storageProfile.osDisk.osType), OsVersion = tostring(properties.virtualMachineProfile.storageProfile.imageReference.sku), VMSize=tostring (properties.hardwareProfile.vmSize), LicenseType = tostring(properties.virtualMachineProfile.licenseType), VMSSize=tostring(sku.name)\r\n ) on subscriptionId \r\n| order by type asc \r\n| project WindowsId,VMName,VMRG,VMSize, VMSSize, VMLocation,OSType, OsVersion,LicenseType, subscriptionId\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), WindowsId=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct WindowsId\r\n )\r\n on WindowsId\r\n", + "size": 0, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ] + }, + "conditionalVisibilities": [ + { + "parameterName": "LoadVMSSTab", + "comparison": "isEqualTo", + "value": "Yes" + }, + { + "parameterName": "AlwaysHidden", + "comparison": "isEqualTo", + "value": "True" + } + ], + "name": "VMSSAHBDisabled-RG" + }, + { + "type": 1, + "content": { + "json": "### Consumed Licenses\r\nTotal number of Windows licenses cores consumed by all Windows virtual machines.\r\n", + "style": "info" + }, + "customWidth": "50", + "name": "Windows virtual machine" + }, + { + "type": 1, + "content": { + "json": "### Number of required Cores to enable Windows Azure Hybrid Benefit\r\nNumber of cores required to enable AHB across the entire environment.", + "style": "info" + }, + "customWidth": "50", + "name": "Number of required Cores to AHB" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "loadType": "explicit", + "loadButtonText": "Load VMSS Info", + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"50d79765-aad4-437e-a90b-8cc7865e7081\",\"mergeType\":\"inner\",\"leftTable\":\"VMSSAHBEnabled-RG\",\"rightTable\":\"API-Get_VM_SKU\",\"leftColumn\":\"VMSSize\",\"rightColumn\":\"Name\"}],\"projectRename\":[{\"originalName\":\"[Added column]\",\"mergedName\":\"Prioritize AHB?\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCPUs\",\"operator\":\">=\",\"rightValType\":\"static\",\"rightVal\":\"8\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"High Priority\\\"\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"expression\",\"resultVal\":\"\\\"Low Priority\\\"\"}}]},{\"originalName\":\"[Added column]\",\"mergedName\":\"Consumed Cores per 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"VMSSAHBEnabled", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "VMSS+SKU+vCores-AHB" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"50d79765-aad4-437e-a90b-8cc7865e7081\",\"mergeType\":\"inner\",\"leftTable\":\"VMSSAHBDisabled-RG\",\"rightTable\":\"API-Get_VM_SKU\",\"leftColumn\":\"VMSSize\",\"rightColumn\":\"Name\"}],\"projectRename\":[{\"originalName\":\"[query - 0].subscriptionId\",\"mergedName\":\"subscriptionId\",\"fromId\":\"unknown\"},{\"originalName\":\"[query - 0].subscriptionId\",\"mergedName\":\"subscriptionId\",\"fromId\":\"unknown\"},{\"originalName\":\"[Added column]\",\"mergedName\":\"Prioritize AHB?\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"vCPUs\",\"operator\":\">=\",\"rightValType\":\"static\",\"rightVal\":\"8\",\"resultValType\":\"static\",\"resultVal\":\"High 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Priority\"}}]},{\"originalName\":\"[VMSSAHBDisabled-RG].WindowsId\",\"mergedName\":\"WindowsId\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[VMSSAHBDisabled-RG].VMName\",\"mergedName\":\"VMName\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[VMSSAHBDisabled-RG].VMRG\",\"mergedName\":\"VMRG\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[VMSSAHBDisabled-RG].VMSize\",\"mergedName\":\"VMSize\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[VMSSAHBDisabled-RG].VMSSize\",\"mergedName\":\"VMSSize\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[VMSSAHBDisabled-RG].VMLocation\",\"mergedName\":\"VMLocation\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[VMSSAHBDisabled-RG].OSType\",\"mergedName\":\"OSType\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[VMSSAHBDisabled-RG].OsVersion\",\"mergedName\":\"OsVersion\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[VMSSAHBDisabled-RG].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[VMSSAHBDisabled-RG].subscriptionId\",\"mergedName\":\"subscriptionId\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[API-Get_VM_SKU].Name\",\"mergedName\":\"Name\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[API-Get_VM_SKU].vCPUs\",\"mergedName\":\"vCPUs\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[API-Get_VM_SKU].MemoryGB\",\"mergedName\":\"MemoryGB\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[API-Get_VM_SKU].MaxNetworkInterfaces\",\"mergedName\":\"MaxNetworkInterfaces\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[API-Get_VM_SKU].HyperVGenerations\",\"mergedName\":\"HyperVGenerations\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[API-Get_VM_SKU].vCPUsPerCore\",\"mergedName\":\"vCPUsPerCore\",\"fromId\":\"50d79765-aad4-437e-a90b-8cc7865e7081\"},{\"originalName\":\"[query - 0].VMName\"},{\"originalName\":\"[query - 0].VMSSize\"},{\"originalName\":\"[query - Get VM vCPU].Name\"},{\"originalName\":\"[query - Get VM vCPU].MemoryGB\"},{\"originalName\":\"[query - Get VM vCPU].MaxNetworkInterfaces\"},{\"originalName\":\"[query - Get VM vCPU].HyperVGenerations\"},{\"originalName\":\"[query - Get VM vCPU].vCPUsPerCore\"},{\"originalName\":\"[VMSS-AHB-Disabled].VMName\"},{\"originalName\":\"[VMSS-AHB-Disabled-Tag].VMSize\"},{\"originalName\":\"[VMSS-AHB-Disabled-Tag].VMName\"}]}", + "size": 0, + "title": "VMSS without AHB", + "noDataMessage": "All of your VMSS have AHB enabled", + "noDataMessageStyle": 3, + "showExportToExcel": true, + "queryType": 7, + "gridSettings": { + "formatters": [ + { + "columnMatch": "$gen_group", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "Group", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "Prioritize AHB?", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "High Priority", + "representation": "Sev0", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "Sev4", + "text": "{0}{1}" + } + ] + }, + "numberFormat": { + "unit": 17, + "options": { + "style": "decimal" + } + } + } + ], + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "subscriptionId" + ], + "expandTopLevel": true + } + } + }, + "conditionalVisibility": { + "parameterName": "VMSSAHBDisabled", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "VMSS+SKU+vCores" + } + ] + }, + "name": "VMSS RG Details" + } + ] + }, + "conditionalVisibilities": [ + { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "VMSS" + }, + { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "VM" + } + ], + "name": "VMSS-RG" + } + ] + }, + "conditionalVisibilities": [ + { + "parameterName": "selectedRateOptimizationTab", + "comparison": "isEqualTo", + "value": "AHB" + }, + { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "RateOptimization" + } + ], + "name": "AHB Overview" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "RateOptimization" + }, + "name": "group - RateOptimization group" + }, + { + "type": 11, + "content": { + "version": "LinkItem/1.0", + "style": "tabs", + "links": [ + { + "id": "6b8c0a46-6867-498b-9a3e-799a2475a11a", + "cellValue": "selectedOverviewTab", + "linkTarget": "parameter", + "linkLabel": "Welcome", + "subTarget": "instructions", + "style": "link" + }, + { + "id": "da748ed1-f329-42d4-962d-9b2339baf7c4", + "cellValue": "selectedOverviewTab", + "linkTarget": "parameter", + "linkLabel": "Resources overview", + "subTarget": "resourcesMap", + "style": "link" + }, + { + "id": "a4b4de18-b90e-4212-86a2-ea5fabc4f40c", + "cellValue": "selectedOverviewTab", + "linkTarget": "parameter", + "linkLabel": "Security recommendations", + "subTarget": "securityRecommendations", + "style": "link" + }, + { + "id": "a18f24d2-3320-4c53-a86d-db32c920c8f7", + "cellValue": "selectedOverviewTab", + "linkTarget": "parameter", + "linkLabel": "Reliability recommendations", + "subTarget": "reliabilityRecommendations", + "style": "link" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "Welcome" + }, + "name": "tabs - overview tabs" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "parameters": [ + { + "id": "6a9ccf8c-9f3e-4ee0-b45b-f511401f8656", + "version": "KqlParameterItem/1.0", + "name": "mapSubscriptions", + "label": "Subscriptions", + "type": 6, + "multiSelect": true, + "quote": "'", + "delimiter": ",", + "typeSettings": { + "additionalResourceOptions": [ + "value::all" + ], + "includeAll": false + }, + "timeContext": { + "durationMs": 86400000 + }, + "defaultValue": "value::all", + "value": [ + "value::all" + ] + } + ], + "style": "pills", + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces" + }, + "conditionalVisibilities": [ + { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "Welcome" + }, + { + "parameterName": "selectedOverviewTab", + "comparison": "isNotEqualTo", + "value": "instructions" + } + ], + "name": "parameters - OverviewSubscriptions" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "advisorresources\r\n| where type == \"microsoft.advisor/recommendations\"\r\n| where tostring (properties.category) has \"Security\"\r\n| project AffectedResource=tostring(properties.resourceMetadata.resourceId),Impact=tostring(properties.impact),Recommendation=tostring(properties.shortDescription.problem),subscriptionId", + "size": 0, + "title": "Azure Advisor security recommendations", + "noDataMessage": "You are following all of our security recommendations for the selected subscriptions.", + "noDataMessageStyle": 3, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{mapSubscriptions}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "Impact", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "colors", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "High", + "representation": "red", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "Medium", + "representation": "orange", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "Low", + "representation": "blue", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "gray", + "text": "{0}{1}" + } + ] + } + }, + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "resourceGroup", + "formatter": 14, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + } + ], + "filter": true, + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "Impact" + ] + } + } + }, + "name": "query - advisorSecurityRecommendations" + } + ] + }, + "conditionalVisibilities": [ + { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "Welcome" + }, + { + "parameterName": "selectedOverviewTab", + "comparison": "isEqualTo", + "value": "securityRecommendations" + } + ], + "name": "group - securityRecommendations" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 1, + "content": { + "json": "# Welcome to the cost optimization workbook" + }, + "name": "Welcome" + }, + { + "type": 1, + "content": { + "json": "### Reference: [Microsoft Azure Well-Architected Framework - cost optimization pillar](https://learn.microsoft.com/azure/architecture/framework/cost/overview)", + "style": "upsell" + }, + "name": "Reference" + }, + { + "type": 1, + "content": { + "json": "This workbook aims to offer a comprehensive overview of your Azure environment's resource usage, aligning with the WAF Cost Optimization pillar. It identifies recommendations to optimize efficiency, providing guidance on potential opportunities. Please note that the workbook serves as guidance to highlight optimization opportunities, and the extent of cost reduction depends on their implementation.\r\n\r\n## Overview of the cost optimization pillar\r\n\r\n* The cost optimization pillar provides principles for balancing business goals with technology needs to create a cost-effective workload while avoiding capital-intensive solutions.The workbook emphasizes the importance of reducing waste and improving operational efficiencies.\r\n\r\n* To assess your workload based on the principles outlined in the [Microsoft Azure Well-Architected Framework](https://learn.microsoft.com/azure/architecture/framework/), reference the [Microsoft Azure Well-Architected Review](https://learn.microsoft.com/assessments/?id=azure-architecture-review&mode=pre-assessment&session=20dc50e4-5b71-4f38-bc49-51cc1d9f205c) tool.\r\n\r\n\r\n\r\n\r\n" + }, + "name": "objective" + }, + { + "type": 1, + "content": { + "json": "Indicates an implemented recommendation that can result in a environment that is following the Cost Optimization & Cost Governance principles.", + "style": "success" + }, + "customWidth": "50", + "name": "Greenlight", + "styleSettings": { + "margin": "10px", + "showBorder": true + } + }, + { + "type": 1, + "content": { + "json": "## Prerequisites\r\n\r\nThis workbook requires the following least-privileged (minimum) roles on your Subscriptions:\r\n\r\n * **Reader** : allows you to import the workbook without saving it and view all of the workbook tabs.\r\n * **Workbook Contributor** : allows you to import and save the workbook\r\n\r\nThis workbook includes \"Quick Fix\" actions within certain queries. The permissions necessary to execute these actions may vary and are documented for each specific action.\r\n\r\n\r\n" + }, + "name": "Prerequisites" + }, + { + "type": 1, + "content": { + "json": "## Feedback\r\n\r\n [ Submit feedback here ](https://aka.ms/advisor_cost_wb_feedback) on your experience with workbooks at any time.\r\n\r\n\r\n\r\n [Submit any issues ](https://aka.ms/costworkbookfeedback) with the workbook template to GitHub." + }, + "name": "text - 5" + } + ] + }, + "conditionalVisibilities": [ + { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "Welcome" + }, + { + "parameterName": "selectedOverviewTab", + "comparison": "isEqualTo", + "value": "instructions" + } + ], + "name": "Welcome" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "summarize count() by location", + "size": 2, + "title": "Resource distribution per region", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{mapSubscriptions}" + ], + "visualization": "map", + "mapSettings": { + "locInfo": "AzureLoc", + "locInfoColumn": "location", + "sizeSettings": "count_", + "sizeAggregation": "Sum", + "labelSettings": "location", + "legendMetric": "count_", + "legendAggregation": "Sum", + "itemColorSettings": { + "nodeColorField": "count_", + "colorAggregation": "Sum", + "type": "heatmap", + "heatmapPalette": "greenRed" + } + } + }, + "name": "query - resourcesMap" + } + ] + }, + "conditionalVisibilities": [ + { + "parameterName": "selectedOverviewTab", + "comparison": "isEqualTo", + "value": "resourcesMap" + }, + { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "Welcome" + } + ], + "name": "group - resourceOverview" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "advisorresources\r\n| where type == \"microsoft.advisor/recommendations\"\r\n| where tostring (properties.category) has \"HighAvailability\"\r\n| project AffectedResource=tostring(properties.resourceMetadata.resourceId),Impact=tostring(properties.impact),Recommendation=tostring(properties.shortDescription.problem),subscriptionId", + "size": 0, + "title": "Azure Advisor reliability recommendations", + "noDataMessage": "You are following all of our reliability recommendations for the selected subscriptions.", + "noDataMessageStyle": 3, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{mapSubscriptions}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "Impact", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "colors", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "High", + "representation": "red", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "Medium", + "representation": "orange", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "Low", + "representation": "blue", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "gray", + "text": "{0}{1}" + } + ] + } + }, + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "resourceGroup", + "formatter": 14, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + } + ], + "filter": true, + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "Impact" + ] + } + } + }, + "name": "query - advisorReliabilityRecommendations" + } + ] + }, + "conditionalVisibilities": [ + { + "parameterName": "SelectedTab", + "comparison": "isEqualTo", + "value": "Welcome" + }, + { + "parameterName": "selectedOverviewTab", + "comparison": "isEqualTo", + "value": "reliabilityRecommendations" + } + ], + "name": "group - reliabilityRecommendations" + } + ], + "fallbackResourceIds": [ + "Azure Monitor" + ], + "$schema": "https://github.com/Microsoft/Application-Insights-Workbooks/blob/master/schema/workbook.json" + }, + "version": "", + "workbookJson": "[string(variables('$fxv#0'))]", + "workbookId": "0b2", + "telemetryId": "[format('00f120b5-2007-6120-0000-{0}30126b006', variables('workbookId'))]", + "finOpsToolkitVersion": "0.8", + "resourceTags": "[if(contains(parameters('tags'), 'ftk-tool'), parameters('tags'), union(parameters('tags'), createObject('ftk-version', variables('finOpsToolkitVersion'), 'ftk-tool', format('{0} workbook', parameters('displayName')))))]" + }, + "resources": [ + { + "condition": "[parameters('enableDefaultTelemetry')]", + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "[format('pid-{0}-{1}', variables('telemetryId'), uniqueString(deployment().name, parameters('location')))]", + "properties": { + "mode": "Incremental", + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "FinOps toolkit", + "version": "[variables('finOpsToolkitVersion')]" + } + }, + "resources": [] + } + } + }, + { + "type": "Microsoft.Insights/workbooks", + "apiVersion": "2022-04-01", + "name": "[guid(resourceGroup().id, 'Microsoft.Insights/workbooks', parameters('displayName'))]", + "location": "[parameters('location')]", + "tags": "[variables('resourceTags')]", + "kind": "shared", + "properties": { + "category": "workbook", + "description": "[parameters('description')]", + "displayName": "[parameters('displayName')]", + "serializedData": "[variables('workbookJson')]", + "sourceId": "Azure Monitor", + "version": "[variables('version')]" + } + } + ], + "outputs": { + "workbookId": { + "type": "string", + "metadata": { + "description": "The resource ID of the workbook." + }, + "value": "[resourceId('Microsoft.Insights/workbooks', guid(resourceGroup().id, 'Microsoft.Insights/workbooks', parameters('displayName')))]" + }, + "workbookUrl": { + "type": "string", + "metadata": { + "description": "Link to the workbook in the Azure portal." + }, + "value": "[format('{0}/#view/AppInsightsExtension/UsageNotebookBlade/ComponentId/Azure%20Monitor/ConfigurationId/{1}/Type/{2}/WorkbookTemplateName/{3}', environment().portal, uriComponent(resourceId('Microsoft.Insights/workbooks', guid(resourceGroup().id, 'Microsoft.Insights/workbooks', parameters('displayName')))), reference(resourceId('Microsoft.Insights/workbooks', guid(resourceGroup().id, 'Microsoft.Insights/workbooks', parameters('displayName'))), '2022-04-01').category, uriComponent(reference(resourceId('Microsoft.Insights/workbooks', guid(resourceGroup().id, 'Microsoft.Insights/workbooks', parameters('displayName'))), '2022-04-01').displayName))]" + } + } +} \ No newline at end of file diff --git a/docs/deploy/optimization-workbook-0.8.ui.json b/docs/deploy/optimization-workbook-0.8.ui.json new file mode 100644 index 000000000..63512825c --- /dev/null +++ b/docs/deploy/optimization-workbook-0.8.ui.json @@ -0,0 +1,52 @@ +{ + "$schema": "https://schema.management.azure.com/schemas/0.1.2-preview/CreateUIDefinition.MultiVm.json#", + "handler": "Microsoft.Azure.CreateUIDef", + "version": "0.1.2-preview", + "parameters": { + "config": { + "basics": { + "description": "The Cost optimization workbook provides an overview of the cost posture of your Azure environment. [Learn more](https://aka.ms/finops/toolkit)", + "location": { + "label": "Location", + "resourceTypes": ["Microsoft.Insights/workbooks"] + } + } + }, + "resourceTypes": ["Microsoft.Insights/workbooks"], + "basics": [ + { + "name": "displayName", + "type": "Microsoft.Common.TextBox", + "label": "Name", + "defaultValue": "Cost optimization", + "toolTip": "Name of the workbook.", + "constraints": { + "required": true, + "regex": "^.{1,250}$", + "validationMessage": "Name cannot be longer than 250 characters." + }, + "visible": true + } + ], + "steps": [ + { + "name": "tags", + "label": "Tags", + "elements": [ + { + "name": "tagsByResource", + "label": "Tags", + "toolTip": "Tags to apply.", + "type": "Microsoft.Common.TagsByResource", + "resources": ["Microsoft.Insights/workbooks"] + } + ] + } + ], + "outputs": { + "displayName": "[basics('displayName')]", + "location": "[location()]", + "tags": "[steps('tags').tagsByResource]" + } + } +} diff --git a/docs/deploy/optimization-workbook-latest.json b/docs/deploy/optimization-workbook-latest.json index 0c383199b..72ae03059 100644 --- a/docs/deploy/optimization-workbook-latest.json +++ b/docs/deploy/optimization-workbook-latest.json @@ -4,8 +4,8 @@ "metadata": { "_generator": { "name": "bicep", - "version": "0.24.24.22086", - "templateHash": "7858422852674045208" + "version": "0.33.93.31351", + "templateHash": "10544991197071991923" } }, "parameters": { @@ -3762,6 +3762,7 @@ "query": "recoveryservicesresources\r\n| where type =~ 'microsoft.recoveryservices/vaults/backupfabrics/protectioncontainers/protecteditems'\r\n| extend vaultId = tostring(properties.vaultId),resourceId = tostring(properties.sourceResourceId),idleBackup= datetime_diff('day', now(), todatetime(properties.lastBackupTime)) > 90, resourceType=tostring(properties.workloadType), protectionState=tostring(properties.protectionState),lastBackupTime=tostring(properties.lastBackupTime), resourceGroup=strcat('/subscriptions/',subscriptionId,'/resourceGroups/',resourceGroup),lastBackupDate=todatetime(properties.lastBackupTime)\r\n| where idleBackup != 0\r\n| project resourceId,vaultId,idleBackup,lastBackupDate,resourceType,protectionState,lastBackupTime,location,resourceGroup,subscriptionId\r\n| join kind = inner(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}'])\r\n | extend vaultId = id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | project vaultId\r\n )\r\n on vaultId\r\n | project-away vaultId1", "size": 0, "title": "Idle backups", + "showExportToExcel": true, "queryType": 1, "resourceType": "microsoft.resourcegraph/resources", "crossComponentResources": [ @@ -4446,7 +4447,7 @@ "type": 3, "content": { "version": "KqlItem/1.0", - "query": "resources\r\n|Β whereΒ typeΒ ==Β 'microsoft.compute/snapshots'\r\n|Β whereΒ resourceGroupΒ inΒ ({ResourceGroup})\r\n|Β extendΒ StorageSkuΒ =Β tostring(sku.tier),Β resourceGroup=strcat('/subscriptions/',subscriptionId,'/resourceGroups/',resourceGroup),diskSize=tostring(properties.diskSizeGB)\r\n|Β whereΒ StorageSkuΒ ==Β \"Premium\"\r\n|Β projectΒ id,name,StorageSku,diskSize,location,resourceGroup,subscriptionId\r\n|Β joinΒ kindΒ =Β innerunique(\r\nΒ Β Β Β resources\r\nΒ Β Β Β |Β extendΒ replaced_tagsΒ =Β replace('{}',Β 'null',Β tostring(tags))\r\nΒ Β Β Β |Β extendΒ replaced_tagsΒ =Β parse_json(replaced_tags)\r\nΒ Β Β Β |Β mv-expandΒ replaced_tags\r\nΒ Β Β Β |Β extendΒ tagNameΒ =Β tostring(bag_keys(replaced_tags)[0])\r\nΒ Β Β Β |Β extendΒ tagValueΒ =Β tostring(replaced_tags['{TagName}'])\r\nΒ Β Β Β |Β whereΒ tagNameΒ hasΒ '{TagName}'Β andΒ tagValueΒ hasΒ '{TagValue}'\r\nΒ Β Β Β |Β distinctΒ id\r\nΒ Β Β Β )\r\nΒ Β Β Β onΒ id\r\n", + "query": "resources\r\n| where type == 'microsoft.compute/snapshots'\r\n| where resourceGroup in ({ResourceGroup})\r\n| extend StorageSku = tostring(sku.tier), resourceGroup=strcat('/subscriptions/',subscriptionId,'/resourceGroups/',resourceGroup),diskSize=tostring(properties.diskSizeGB)\r\n| where StorageSku == \"Premium\"\r\n| project id,name,StorageSku,diskSize,location,resourceGroup,subscriptionId\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}'])\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct id\r\n )\r\n on id\r\n", "size": 0, "title": "Snapshots using premium storage", "noDataMessage": "No snapshots are using Premium storage", @@ -4525,7 +4526,7 @@ "type": 3, "content": { "version": "KqlItem/1.0", - "query": "resources\r\n|Β whereΒ typeΒ ==Β 'microsoft.compute/snapshots'\r\n|Β whereΒ resourceGroupΒ inΒ ({ResourceGroup})\r\n|Β extendΒ parentDiskΒ =Β properties.creationData.sourceResourceId,Β diskSize=tostring(properties.diskSizeGB),resourceGroup=strcat('/subscriptions/',subscriptionId,'/resourceGroups/',resourceGroup)\r\n|Β projectΒ id,parentDisk,diskSize,location,resourceGroup,subscriptionId\r\n|Β joinΒ kindΒ =Β innerunique(\r\nΒ Β Β Β resources\r\nΒ Β Β Β |Β extendΒ replaced_tagsΒ =Β replace('{}',Β 'null',Β tostring(tags))\r\nΒ Β Β Β |Β extendΒ replaced_tagsΒ =Β parse_json(replaced_tags)\r\nΒ Β Β Β |Β mv-expandΒ replaced_tags\r\nΒ Β Β Β |Β extendΒ tagNameΒ =Β tostring(bag_keys(replaced_tags)[0])\r\nΒ Β Β Β |Β extendΒ tagValueΒ =Β tostring(replaced_tags['{TagName}'])\r\nΒ Β Β Β |Β whereΒ tagNameΒ hasΒ '{TagName}'Β andΒ tagValueΒ hasΒ '{TagValue}'\r\nΒ Β Β Β |Β distinctΒ id\r\nΒ Β Β Β )\r\nΒ Β Β Β onΒ id\r\n", + "query": "resources\r\n| where type == 'microsoft.compute/snapshots'\r\n| where resourceGroup in ({ResourceGroup})\r\n| extend parentDisk = properties.creationData.sourceResourceId, diskSize=tostring(properties.diskSizeGB),resourceGroup=strcat('/subscriptions/',subscriptionId,'/resourceGroups/',resourceGroup)\r\n| project id,parentDisk,diskSize,location,resourceGroup,subscriptionId\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}'])\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct id\r\n )\r\n on id\r\n", "size": 0, "title": "All Managed Disks snapshots", "noDataMessage": "No snapshots found", @@ -4574,7 +4575,7 @@ "type": 3, "content": { "version": "KqlItem/1.0", - "query": "resources\r\n|Β whereΒ typeΒ ==Β 'microsoft.compute/disks'\r\n|Β projectΒ id\r\n", + "query": "resources\r\n| where type == 'microsoft.compute/disks'\r\n| project id\r\n", "size": 0, "title": "All managed disks", "queryType": 1, @@ -6596,6 +6597,22 @@ "linkLabel": "VM Scale Set", "subTarget": "VMSS", "style": "link" + }, + { + "id": "be820ada-a0f4-4c51-b17b-3e506edd1410", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "Custom Images", + "subTarget": "CustomImages", + "style": "link" + }, + { + "id": "1dda3cc4-59ba-4758-9c51-d6c9fab18647", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "Azure Arc", + "subTarget": "arc", + "style": "link" } ] }, @@ -6611,188 +6628,1252 @@ "content": { "version": "NotebookGroup/1.0", "groupType": "editable", - "title": "Virtual Machines", - "loadType": "always", "items": [ { - "type": 12, + "type": 3, "content": { - "version": "NotebookGroup/1.0", - "groupType": "editable", - "loadType": "always", - "items": [ - { - "type": 3, - "content": { - "version": "KqlItem/1.0", - "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\" | extend SubscriptionName=name \r\n| join (\r\nresources \r\n| where resourceGroup in ({ResourceGroup})\r\n| where type =~ 'microsoft.compute/virtualmachines' or type =~ 'microsoft.compute/virtualMachineScaleSets'\r\n| where tostring(properties.storageProfile.imageReference.publisher ) == \"MicrosoftWindowsServer\" or tostring(properties.virtualMachineProfile.storageProfile.osDisk.osType) == 'Windows' or tostring(properties.storageProfile.imageReference.publisher ) == \"microsoftsqlserver\"\r\n| where tostring(properties.['licenseType']) !has 'Windows' and tostring(properties.virtualMachineProfile.['licenseType']) != 'Windows_Server'\r\n| extend WindowsId=id, VMIDFull=id, VMName=name, VMLocation=location, VMRG=resourceGroup, OSType=tostring(properties.storageProfile.imageReference.offer), OsVersion = tostring(properties.storageProfile.imageReference.sku), VMSize=tostring (properties.hardwareProfile.vmSize), LicenseType = tostring(properties.['licenseType']), VMSSize=tostring(sku.name), QuickFix=id\r\n ) on subscriptionId \r\n| order by type asc \r\n| project WindowsId,VMName,VMRG,VMSize, VMSSize, VMLocation,OSType, OsVersion,LicenseType, subscriptionId, QuickFix, VMIDFull\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), WindowsId=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct WindowsId\r\n )\r\n on WindowsId", - "size": 0, - "title": "AHB Disabled", - "noDataMessage": "All of your VMs have AHB enabled.", - "noDataMessageStyle": 3, - "queryType": 1, - "resourceType": "microsoft.resourcegraph/resources", - "crossComponentResources": [ - "{Subscription}" - ], - "gridSettings": { - "formatters": [ - { - "columnMatch": "subscriptionId", - "formatter": 15, - "formatOptions": { - "linkTarget": null, - "showIcon": true - } - } - ] - } - }, - "conditionalVisibility": { - "parameterName": "AlwaysHidden", - "comparison": "isEqualTo", - "value": "true" - }, - "name": "AHB Disabled" - }, - { - "type": 3, - "content": { - "version": "KqlItem/1.0", - "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\" | extend SubscriptionName=name \r\n| join (\r\nresources \r\n| where resourceGroup in ({ResourceGroup})\r\n| where type =~ 'microsoft.compute/virtualmachines'\r\n| where tostring(properties.storageProfile.imageReference.publisher ) == \"MicrosoftWindowsServer\" or tostring(properties.virtualMachineProfile.storageProfile.osDisk.osType) == 'Windows' or tostring(properties.storageProfile.imageReference.publisher ) == \"microsoftsqlserver\"\r\n| where tostring(properties.['licenseType']) has \"Windows\"\r\n| extend WindowsId=id, VMName=name, VMLocation=location, VMRG=resourceGroup, OSType=tostring(properties.storageProfile.imageReference.offer), OsVersion = tostring(properties.storageProfile.imageReference.sku), VMSize=tostring (properties.hardwareProfile.vmSize), LicenseType = tostring(properties.['licenseType']), VMSSize=tostring(sku.name)\r\n) on subscriptionId \r\n| order by type asc \r\n| project WindowsId,VMName,VMRG,VMSize, VMSSize, VMLocation,OSType, OsVersion,LicenseType, subscriptionId\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), WindowsId=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct WindowsId\r\n )\r\n on WindowsId", - "size": 0, - "title": "AHB Enabled", - "noDataMessage": "None of your VMs have AHB enabled.", - "noDataMessageStyle": 4, - "queryType": 1, - "resourceType": "microsoft.resourcegraph/resources", - "crossComponentResources": [ - "{Subscription}" - ], - "gridSettings": { - "formatters": [ - { - "columnMatch": "VMRG", - "formatter": 0, - "tooltipFormat": { - "tooltip": "test" - } - }, - { - "columnMatch": "subscriptionId", - "formatter": 15, - "formatOptions": { - "linkTarget": null, - "showIcon": true - } - } - ] - } - }, - "conditionalVisibility": { - "parameterName": "AlwaysHidden", - "comparison": "isEqualTo", - "value": "true" - }, - "name": "WindowsAHBEnabled" - }, - { - "type": 3, - "content": { - "version": "KqlItem/1.0", - "query": "resourcechanges\r\n| where properties.changeType == \"Update\" and properties.targetResourceType == \"microsoft.compute/virtualmachines\"\r\n| mv-expand changes = properties.changes\r\n| mv-expand LicenseChanges=changes.['properties.licenseType']\r\n| extend WindowsId=id\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), WindowsId=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct WindowsId\r\n )\r\n on WindowsId\r\n| where isnotnull(LicenseChanges)\r\n| where tostring(LicenseChanges.newValue) has \"Windows\"\r\n| project VMID=properties.targetResourceId, NewLicense=tostring(LicenseChanges.newValue), DateofChange=todatetime(properties.changeAttributes.timestamp)\r\n", - "size": 0, - "title": "VM Latest Change Last 7 days", - "noDataMessage": "AHB was not enabled in the last 7 days.", - "queryType": 1, - "resourceType": "microsoft.resourcegraph/resources", - "crossComponentResources": [ - "{Subscription}" - ] - }, - "conditionalVisibility": { - "parameterName": "AlwaysHidden", - "comparison": "isEqualTo", - "value": "true" + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\" | extend SubscriptionName=name \r\n| join (\r\nresources \r\n| where resourceGroup in ({ResourceGroup})\r\n| where type has \"microsoft.compute/virtualmachines\" or type =~ 'microsoft.compute/virtualMachineScaleSets'\r\n| where properties.storageProfile.osDisk.osType == \"Windows\"\r\n| extend OS=properties.storageProfile.imageReference.id\r\n| where isnotnull(OS)\r\n| extend ActualCores = toint(extract(\".[A-Z]([0-9]+)\", 1, tostring(properties.hardwareProfile.vmSize)))\r\n| where tostring(properties.['licenseType']) has 'Windows'\r\n| extend WindowsId=id, VMIDFull=id, VMName=name, VMLocation=location, VMRG=resourceGroup, OSType=tostring(properties.storageProfile.osDisk.osType), VMSize=tostring (properties.hardwareProfile.vmSize), ActualCores, LicenseType = tostring(properties.['licenseType']), VMSSize=tostring(sku.name), QuickFix=id\r\n ) on subscriptionId \r\n| order by type asc \r\n| project WindowsId,VMName,VMRG,VMSize, ActualCores,VMLocation,OSType, LicenseType, subscriptionId, QuickFix, VMIDFull\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), WindowsId=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct WindowsId\r\n )\r\n on WindowsId", + "size": 0, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ] + }, + "conditionalVisibility": { + "parameterName": "AlwaysHidden", + "comparison": "isEqualTo", + "value": "true" + }, + "name": "CustomImageAHBEnabled" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\" | extend SubscriptionName=name \r\n| join (\r\nresources \r\n| where resourceGroup in ({ResourceGroup})\r\n| where type has \"microsoft.compute/virtualmachines\" or type =~ 'microsoft.compute/virtualMachineScaleSets'\r\n| where properties.storageProfile.osDisk.osType != \"Windows\"\r\n| extend ActualCores = toint(extract(\".[A-Z]([0-9]+)\", 1, tostring(properties.hardwareProfile.vmSize)))\r\n| extend OS=properties.storageProfile.imageReference.id\r\n| where isnotnull(OS)\r\n| where tostring(properties.['licenseType']) has 'Windows'\r\n| extend WindowsId=id, VMIDFull=id, VMName=name, VMLocation=location, VMRG=resourceGroup, OSType=tostring(properties.storageProfile.osDisk.osType), VMSize=tostring (properties.hardwareProfile.vmSize), ActualCores, LicenseType = tostring(properties.['licenseType']), VMSSize=tostring(sku.name), QuickFix=id\r\n ) on subscriptionId \r\n| order by type asc \r\n| project WindowsId,VMName,VMRG,VMSize, ActualCores,VMLocation,OSType, LicenseType, subscriptionId, QuickFix, VMIDFull\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), WindowsId=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct WindowsId\r\n )\r\n on WindowsId", + "size": 0, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ] + }, + "conditionalVisibility": { + "parameterName": "AlwaysHidden", + "comparison": "isEqualTo", + "value": "True" + }, + "name": "CustomImageAHBDisabled" + }, + { + "type": 1, + "content": { + "json": "## Custom Images - Windows Azure Hybrid Benefit (AHB) Overview\r\n#### Note: This tab contains information only about Custom Images where the OS is Windows." + }, + "name": "AHB Overview" + }, + { + "type": 1, + "content": { + "json": "Each two-processor license or each set of 16-core licenses, either Datacenter or Standard editions, are entitled to two instances of up to 8 cores, or one instance of up to 16 cores.\r\n\r\nThe virtual machines (VMs) with less than 8 cores are categorized as **Low Priority**, while those with 8 or more cores are classified as **High Priority**. In situations where there are insufficient Azure Hybrid benefit licenses to cover all the VMs in the environment, it is recommended to prioritize the High Priority VMs.", + "style": "info" + }, + "name": "NUmber of Processors-CustomImages", + "styleSettings": { + "margin": "10px", + "showBorder": true + } + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\" | extend SubscriptionName=name, SubId=id\r\n| join (\r\nresources \r\n| where resourceGroup in ({ResourceGroup})\r\n| where type has \"microsoft.compute/virtualmachines\" or type =~ 'microsoft.compute/virtualMachineScaleSets'\r\n| where properties.storageProfile.osDisk.osType == \"Windows\"\r\n| extend OS=properties.storageProfile.imageReference.id\r\n| where isnotnull(OS)\r\n| extend WindowsId=id\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), WindowsId=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct WindowsId\r\n )\r\n on WindowsId\r\n| extend LicenseType = tostring(properties.['licenseType'])\r\n| extend CheckAHBWindows = case(\r\n type == 'microsoft.compute/virtualmachines' or type =~ 'microsoft.compute/virtualMachineScaleSets', iif((properties.['licenseType'])\r\n !has 'Windows' and (properties.virtualMachineProfile.['licenseType']) !has 'Windows' , \"AHB Not Enabled\", \"AHB Enabled\"),\r\n \"Not Windows\"\r\n )\r\n) on subscriptionId \r\n| summarize count() by CheckAHBWindows, SubId, SubscriptionName\r\n", + "size": 0, + "title": "Summary of Windows VMs with or without AHB per Subscription", + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "table", + "gridSettings": { + "formatters": [ + { + "columnMatch": "SubId", + "formatter": 5 }, - "name": "VM Latest Change Last 7 days" + { + "columnMatch": "SubscriptionName", + "formatter": 5 + } + ], + "hierarchySettings": { + "treeType": 1, + "groupBy": [ + "SubscriptionName" + ], + "finalBy": "SubscriptionName" }, - { - "type": 3, - "content": { - "version": "KqlItem/1.0", - "query": "{\"version\":\"ARMEndpoint/1.0\",\"data\":null,\"headers\":[],\"method\":\"GET\",\"path\":\"/subscriptions/{SingleSubHidden}/providers/Microsoft.Compute/skus?$filter=location eq '{Location}'\",\"urlParams\":[{\"key\":\"api-version\",\"value\":\"2021-07-01\"}],\"batchDisabled\":false,\"transformers\":[{\"type\":\"jsonpath\",\"settings\":{\"tablePath\":\"$.*[?(@.resourceType=='virtualMachines')]\",\"columns\":[{\"path\":\"name\",\"columnid\":\"Name\"},{\"path\":\"capabilities[?(@.name=='vCPUs')].value\",\"columnid\":\"vCPUs\"},{\"path\":\"capabilities[?(@.name=='MemoryGB')].value\",\"columnid\":\"MemoryGB\"},{\"path\":\"capabilities[?(@.name=='MaxNetworkInterfaces')].value\",\"columnid\":\"MaxNetworkInterfaces\"},{\"path\":\"capabilities[?(@.name=='HyperVGenerations')].value\",\"columnid\":\"HyperVGenerations\"},{\"path\":\"capabilities[?(@.name=='vCPUsPerCore')].value\",\"columnid\":\"vCPUsPerCore\"}]}}]}", - "size": 0, - "title": "Get VM vCPU", - "exportParameterName": "ResourceSKU", - "showExportToExcel": true, - "queryType": 12, - "gridSettings": { - "rowLimit": 5000 - } + "labelSettings": [ + { + "columnId": "CheckAHBWindows", + "label": "Is AHB enabled?" }, - "conditionalVisibility": { - "parameterName": "AlwaysHidden", - "comparison": "isEqualTo", - "value": "true" + { + "columnId": "SubscriptionName", + "label": "Subscription Name" }, - "name": "query - Get VM vCPU" + { + "columnId": "count_", + "label": "Number of resources" + } + ] + }, + "sortBy": [], + "tileSettings": { + "titleContent": { + "columnMatch": "CheckAHBWindows", + "formatter": 1 }, - { - "type": 1, - "content": { - "json": "## Windows Azure Hybrid Benefit (AHB) Overview" - }, - "name": "AHB Overview" + "subtitleContent": { + "columnMatch": "SubscriptionName", + "formatter": 1 }, - { - "type": 1, - "content": { - "json": "Each two-processor license or each set of 16-core licenses, either Datacenter or Standard editions, are entitled to two instances of up to 8 cores, or one instance of up to 16 cores.\r\n\r\nThe virtual machines (VMs) with less than 8 cores are categorized as **Low Priority**, while those with 8 or more cores are classified as **High Priority**. In situations where there are insufficient Azure Hybrid benefit licenses to cover all the VMs in the environment, it is recommended to prioritize the High Priority VMs.", - "style": "info" - }, - "name": "NUmber of Processors", - "styleSettings": { - "margin": "10px", - "showBorder": true + "leftContent": { + "columnMatch": "count_", + "formatter": 12, + "formatOptions": { + "palette": "auto" } }, - { - "type": 3, - "content": { - "version": "KqlItem/1.0", - "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\" | extend SubscriptionName=name \r\n| join (\r\nresources \r\n| where resourceGroup in ({ResourceGroup})\r\n| where type =~ 'microsoft.compute/virtualmachines'\r\n| where tostring(properties.storageProfile.osDisk.osType) == 'Windows'\r\n| extend WindowsId=id\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), WindowsId=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct WindowsId\r\n )\r\n on WindowsId\r\n| extend LicenseType = tostring(properties.['licenseType'])\r\n| extend CheckAHBWindows = case(\r\n type == 'microsoft.compute/virtualmachines' or type =~ 'microsoft.compute/virtualMachineScaleSets', iif((properties.['licenseType'])\r\n !has 'Windows' and (properties.virtualMachineProfile.['licenseType']) !has 'Windows' , \"AHB Not Enabled\", \"AHB Enabled\"),\r\n \"Not Windows\"\r\n )\r\n) on subscriptionId \r\n| summarize count() by SubscriptionName, CheckAHBWindows\r\n", - "size": 0, - "title": "Summary of Windows VMs with or without AHB per Subscription", - "showRefreshButton": true, - "showExportToExcel": true, - "queryType": 1, - "resourceType": "microsoft.resourcegraph/resources", - "crossComponentResources": [ - "{Subscription}" - ], - "visualization": "table", - "gridSettings": { - "sortBy": [ - { - "itemKey": "SubscriptionName", - "sortOrder": 1 - } - ], - "labelSettings": [ - { - "columnId": "SubscriptionName", - "label": "Subscription Name" - }, - { - "columnId": "CheckAHBWindows", - "label": "Is AHB enabled?" - }, - { - "columnId": "count_", - "label": "Number of resources" - } - ] + "showBorder": false, + "size": "auto" + }, + "chartSettings": { + "xAxis": "SubscriptionName" + } + }, + "customWidth": "50", + "name": "Summary of Windows VMs with or without AHB per Subscription - Custom Images" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\" | extend SubscriptionName=name \r\n| join (\r\nresources \r\n| where resourceGroup in ({ResourceGroup})\r\n| where type has \"microsoft.compute/virtualmachines\" or type =~ 'microsoft.compute/virtualMachineScaleSets'\r\n| where properties.storageProfile.osDisk.osType == \"Windows\"\r\n| extend OS=properties.storageProfile.imageReference.id\r\n| where isnotnull(OS)\r\n| extend WindowsId=id\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), WindowsId=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct WindowsId\r\n )\r\n on WindowsId\r\n| extend LicenseType = tostring(properties.['licenseType'])\r\n| extend CheckAHBWindows = case(\r\n type == 'microsoft.compute/virtualmachines' or type =~ 'microsoft.compute/virtualMachineScaleSets', iif((properties.['licenseType'])\r\n !has 'Windows' and (properties.virtualMachineProfile.['licenseType']) !has 'Windows' , \"AHB Not Enabled\", \"AHB Enabled\"),\r\n \"Not Windows\"\r\n )\r\n) on subscriptionId \r\n| summarize count() by CheckAHBWindows", + "size": 0, + "title": "Summary of Windows VMs with or without AHB", + "showRefreshButton": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "piechart" + }, + "customWidth": "50", + "name": "Summary of Windows VMs with or without AHB-CustomImages" + }, + { + "type": 1, + "content": { + "json": "### Consumed Licenses\r\nTotal number of Windows licenses cores consumed by all Windows virtual machines.\r\n", + "style": "info" + }, + "customWidth": "50", + "name": "Consumed Licenses-CustomImages" + }, + { + "type": 1, + "content": { + "json": "### Number of required Cores to enable Windows Azure Hybrid Benefit\r\nNumber of cores required to enable AHB across the entire environment.", + "style": "info" + }, + "customWidth": "50", + "name": "Number of required Cores-CustomImages" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\",\"mergeType\":\"table\",\"leftTable\":\"CustomImageAHBEnabled\"}],\"projectRename\":[{\"originalName\":\"[CustomImageAHBEnabled].WindowsId\",\"mergedName\":\"WindowsId\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].VMName\",\"mergedName\":\"VMName\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].VMRG\",\"mergedName\":\"VMRG\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].VMSize\",\"mergedName\":\"VMSize\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].ActualCores\",\"mergedName\":\"ActualCores\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].VMLocation\",\"mergedName\":\"VMLocation\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].OSType\",\"mergedName\":\"OSType\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].subscriptionId\",\"mergedName\":\"subscriptionId\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].QuickFix\",\"mergedName\":\"QuickFix\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].VMIDFull\",\"mergedName\":\"VMIDFull\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].WindowsId1\",\"mergedName\":\"WindowsId1\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[Added column]\",\"mergedName\":\"Prioritize AHB\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"ActualCores\",\"operator\":\"<=\",\"rightValType\":\"static\",\"rightVal\":\"8\",\"resultValType\":\"static\",\"resultVal\":\"Low Priority\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"static\",\"resultVal\":\"High Priority\"}}]},{\"originalName\":\"[Added column]\",\"mergedName\":\"ConsumedCores\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"ActualCores\",\"operator\":\"<=\",\"rightValType\":\"static\",\"rightVal\":\"8\",\"resultValType\":\"expression\",\"resultVal\":\"8\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"column\",\"resultVal\":\"ActualCores\"}}]}]}", + "size": 0, + "title": "Consumed Cores per AHB Priority", + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 7, + "visualization": "piechart", + "chartSettings": { + "yAxis": [ + "ConsumedCores" + ], + "group": "Prioritize AHB", + "createOtherGroup": null + } + }, + "customWidth": "33", + "showPin": false, + "name": "ConsumedCoresPerAhubpriority-CustomImages" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\",\"mergeType\":\"table\",\"leftTable\":\"CustomImageAHBEnabled\"}],\"projectRename\":[{\"originalName\":\"[CustomImageAHBEnabled].WindowsId\",\"mergedName\":\"WindowsId\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].VMName\",\"mergedName\":\"VMName\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].VMRG\",\"mergedName\":\"VMRG\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].VMSize\",\"mergedName\":\"VMSize\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].ActualCores\",\"mergedName\":\"ActualCores\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].VMLocation\",\"mergedName\":\"VMLocation\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].OSType\",\"mergedName\":\"OSType\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].subscriptionId\",\"mergedName\":\"subscriptionId\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].QuickFix\",\"mergedName\":\"QuickFix\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].VMIDFull\",\"mergedName\":\"VMIDFull\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBEnabled].WindowsId1\",\"mergedName\":\"WindowsId1\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[Added column]\",\"mergedName\":\"Prioritize AHB\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"ActualCores\",\"operator\":\"<=\",\"rightValType\":\"static\",\"rightVal\":\"8\",\"resultValType\":\"static\",\"resultVal\":\"Low Priority\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"static\",\"resultVal\":\"High Priority\"}}]},{\"originalName\":\"[Added column]\",\"mergedName\":\"ConsumedCores\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"ActualCores\",\"operator\":\"<=\",\"rightValType\":\"static\",\"rightVal\":\"8\",\"resultValType\":\"expression\",\"resultVal\":\"8\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"column\",\"resultVal\":\"ActualCores\"}}]}]}", + "size": 0, + "title": "Consumed Cores per VM", + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 7, + "visualization": "piechart", + "chartSettings": { + "yAxis": [ + "ConsumedCores" + ], + "group": "VMName", + "createOtherGroup": null + } + }, + "customWidth": "30", + "showPin": false, + "name": "ConsumedCoresPerVM-CustomImages" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\",\"mergeType\":\"table\",\"leftTable\":\"CustomImageAHBDisabled\"}],\"projectRename\":[{\"originalName\":\"[Added column]\",\"mergedName\":\"Prioritize AHB\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"ActualCores\",\"operator\":\"<=\",\"rightValType\":\"static\",\"rightVal\":\"8\",\"resultValType\":\"static\",\"resultVal\":\"Low Priority\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"static\",\"resultVal\":\"High Priority\"}}]},{\"originalName\":\"[Added column]\",\"mergedName\":\"ConsumedCores\",\"fromId\":null,\"isNewItem\":true,\"newItemData\":[{\"criteriaContext\":{\"leftOperand\":\"ActualCores\",\"operator\":\"<=\",\"rightValType\":\"static\",\"rightVal\":\"8\",\"resultValType\":\"expression\",\"resultVal\":\"8\"}},{\"criteriaContext\":{\"operator\":\"Default\",\"rightValType\":\"column\",\"resultValType\":\"column\",\"resultVal\":\"ActualCores\"}}]},{\"originalName\":\"[CustomImageAHBDisabled].WindowsId\",\"mergedName\":\"WindowsId\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBDisabled].VMName\",\"mergedName\":\"VMName\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBDisabled].VMRG\",\"mergedName\":\"VMRG\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBDisabled].VMSize\",\"mergedName\":\"VMSize\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBDisabled].ActualCores\",\"mergedName\":\"ActualCores\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBDisabled].VMLocation\",\"mergedName\":\"VMLocation\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBDisabled].OSType\",\"mergedName\":\"OSType\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBDisabled].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBDisabled].subscriptionId\",\"mergedName\":\"subscriptionId\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBDisabled].QuickFix\",\"mergedName\":\"QuickFix\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBDisabled].VMIDFull\",\"mergedName\":\"VMIDFull\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"},{\"originalName\":\"[CustomImageAHBDisabled].WindowsId1\",\"mergedName\":\"WindowsId1\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02ac\"}]}", + "size": 0, + "title": "Required CPU cores for AHB activation on remaining VMs", + "noDataMessage": "All VMs within the current scope have AHB enabled", + "noDataMessageStyle": 3, + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 7, + "visualization": "piechart", + "chartSettings": { + "yAxis": [ + "ConsumedCores" + ], + "group": "VMName", + "createOtherGroup": null + } + }, + "customWidth": "36", + "showPin": false, + "name": "CoresNotEnabledperAHBPriority-CustomImages" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "parameters": [ + { + "id": "ae5e8765-47ef-46a6-803b-6b7124c098d2", + "version": "KqlParameterItem/1.0", + "name": "AHBEnabled", + "label": "See VMs with AHB", + "type": 2, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "jsonData": "[\r\n {\"value\":\"Yes\"},\r\n {\"value\":\"No\", \"selected\":true}\r\n]\r\n\r\n", + "timeContext": { + "durationMs": 86400000 + } + }, + { + "id": "f1ac5e53-253c-4afb-8bc5-b1ba2efea3eb", + "version": "KqlParameterItem/1.0", + "name": "AHBDisabled", + "label": "See VMs without AHB", + "type": 2, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "jsonData": "[\r\n {\"value\":\"Yes\"},\r\n {\"value\":\"No\", \"selected\":true}\r\n]\r\n\r\n" + } + ], + "style": "pills", + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces" + }, + "name": "VM AHB Enabled - CustomImages" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\",\"mergeType\":\"table\",\"leftTable\":\"ConsumedCoresPerAhubpriority-CustomImages\"}],\"projectRename\":[{\"originalName\":\"[ConsumedCoresPerAhubpriority-CustomImages].WindowsId\",\"mergedName\":\"WindowsId\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[ConsumedCoresPerAhubpriority-CustomImages].VMName\",\"mergedName\":\"VMName\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[ConsumedCoresPerAhubpriority-CustomImages].VMRG\",\"mergedName\":\"VMRG\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[ConsumedCoresPerAhubpriority-CustomImages].VMSize\",\"mergedName\":\"VMSize\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[ConsumedCoresPerAhubpriority-CustomImages].ActualCores\",\"mergedName\":\"ActualCores\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[ConsumedCoresPerAhubpriority-CustomImages].ConsumedCores\",\"mergedName\":\"ConsumedCores\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[ConsumedCoresPerAhubpriority-CustomImages].Prioritize AHB\",\"mergedName\":\"Prioritize AHB\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[ConsumedCoresPerAhubpriority-CustomImages].VMLocation\",\"mergedName\":\"VMLocation\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[ConsumedCoresPerAhubpriority-CustomImages].OSType\",\"mergedName\":\"OSType\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[ConsumedCoresPerAhubpriority-CustomImages].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[ConsumedCoresPerAhubpriority-CustomImages].subscriptionId\",\"mergedName\":\"subscriptionId\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[ConsumedCoresPerAhubpriority-CustomImages].QuickFix\",\"mergedName\":\"QuickFix\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[ConsumedCoresPerAhubpriority-CustomImages].VMIDFull\",\"mergedName\":\"VMIDFull\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[ConsumedCoresPerAhubpriority-CustomImages].WindowsId1\",\"mergedName\":\"WindowsId1\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"}]}", + "size": 0, + "title": "VMs with Azure Hybrid Benefit enabled", + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 7, + "gridSettings": { + "formatters": [ + { + "columnMatch": "WindowsId", + "formatter": 13, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "Prioritize AHB", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "Low Priority", + "representation": "2", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "High Priority", + "representation": "success", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "unknown", + "text": "{0}{1}" + } + ] + } + }, + { + "columnMatch": "subscriptionId", + "formatter": 5 + }, + { + "columnMatch": "QuickFix", + "formatter": 5 + }, + { + "columnMatch": "VMIDFull", + "formatter": 5 + }, + { + "columnMatch": "WindowsId1", + "formatter": 5 + } + ], + "labelSettings": [ + { + "columnId": "WindowsId", + "label": "ResourceId" + }, + { + "columnId": "VMName", + "label": "VM name" + }, + { + "columnId": "VMRG", + "label": "Resource group" + }, + { + "columnId": "VMSize", + "label": "SKU" + }, + { + "columnId": "ActualCores", + "label": "Number of cores" + }, + { + "columnId": "ConsumedCores", + "label": "Consumed cores" + }, + { + "columnId": "Prioritize AHB", + "label": "AHB priority" + }, + { + "columnId": "VMLocation", + "label": "Location" + }, + { + "columnId": "OSType", + "label": "OS" + }, + { + "columnId": "LicenseType", + "label": "License" + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "AHBEnabled", + "comparison": "isEqualTo", + "value": "Yes" + }, + "showPin": false, + "name": "VmsAHBEnabeld-CustomImages" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"Merge/1.0\",\"merges\":[{\"id\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\",\"mergeType\":\"table\",\"leftTable\":\"CoresNotEnabledperAHBPriority-CustomImages\"}],\"projectRename\":[{\"originalName\":\"[CoresNotEnabledperAHBPriority-CustomImages].WindowsId\",\"mergedName\":\"WindowsId\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[CoresNotEnabledperAHBPriority-CustomImages].VMName\",\"mergedName\":\"VMName\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[CoresNotEnabledperAHBPriority-CustomImages].VMRG\",\"mergedName\":\"VMRG\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[CoresNotEnabledperAHBPriority-CustomImages].VMSize\",\"mergedName\":\"VMSize\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[CoresNotEnabledperAHBPriority-CustomImages].ActualCores\",\"mergedName\":\"ActualCores\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[CoresNotEnabledperAHBPriority-CustomImages].ConsumedCores\",\"mergedName\":\"ConsumedCores\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[CoresNotEnabledperAHBPriority-CustomImages].Prioritize AHB\",\"mergedName\":\"Prioritize AHB\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[CoresNotEnabledperAHBPriority-CustomImages].VMLocation\",\"mergedName\":\"VMLocation\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[CoresNotEnabledperAHBPriority-CustomImages].OSType\",\"mergedName\":\"OSType\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[CoresNotEnabledperAHBPriority-CustomImages].LicenseType\",\"mergedName\":\"LicenseType\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[CoresNotEnabledperAHBPriority-CustomImages].subscriptionId\",\"mergedName\":\"subscriptionId\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[CoresNotEnabledperAHBPriority-CustomImages].QuickFix\",\"mergedName\":\"QuickFix\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[CoresNotEnabledperAHBPriority-CustomImages].VMIDFull\",\"mergedName\":\"VMIDFull\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"},{\"originalName\":\"[CoresNotEnabledperAHBPriority-CustomImages].WindowsId1\",\"mergedName\":\"WindowsId1\",\"fromId\":\"0b494d5e-27b1-4cf6-bcd5-3e4e813a02e8\"}]}", + "size": 0, + "title": "VMs with Azure Hybrid Benefit not enabled", + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 7, + "gridSettings": { + "formatters": [ + { + "columnMatch": "WindowsId", + "formatter": 13, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + }, + { + "columnMatch": "Prioritize AHB", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "Low Priority", + "representation": "2", + "text": "{0}{1}" + }, + { + "operator": "==", + "thresholdValue": "High Priority", + "representation": "success", + "text": "{0}{1}" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "unknown", + "text": "{0}{1}" + } + ] + } + }, + { + "columnMatch": "subscriptionId", + "formatter": 5 + }, + { + "columnMatch": "QuickFix", + "formatter": 5 + }, + { + "columnMatch": "VMIDFull", + "formatter": 5 + }, + { + "columnMatch": "WindowsId1", + "formatter": 5 + } + ], + "labelSettings": [ + { + "columnId": "WindowsId", + "label": "ResourceId" + }, + { + "columnId": "VMName", + "label": "VM name" + }, + { + "columnId": "VMRG", + "label": "Resource group" + }, + { + "columnId": "VMSize", + "label": "SKU" + }, + { + "columnId": "ActualCores", + "label": "Number of cores" + }, + { + "columnId": "ConsumedCores", + "label": "Consumed cores" + }, + { + "columnId": "Prioritize AHB", + "label": "AHB priority" + }, + { + "columnId": "VMLocation", + "label": "Location" + }, + { + "columnId": "OSType", + "label": "OS" + }, + { + "columnId": "LicenseType", + "label": "License" + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "AHBDisabled", + "comparison": "isEqualTo", + "value": "Yes" + }, + "showPin": false, + "name": "VmsAHBDisabled-CustomImages" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "CustomImages" + }, + "name": "CustomImages" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "items": [ + { + "type": 11, + "content": { + "version": "LinkItem/1.0", + "style": "tabs", + "links": [ + { + "id": "3f12a4b6-b18d-4191-8c1c-6045a7edcb6b", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "Windows Server ESU licenses", + "subTarget": "windowsEsu", + "style": "link" + }, + { + "id": "0ca197b7-6f96-4def-9be4-dc26bb09538a", + "cellValue": "SelectedSubTab", + "linkTarget": "parameter", + "linkLabel": "Windows Server Management enabled by Azure Arc", + "subTarget": "arcAHB", + "style": "link" + } + ] + }, + "name": "links - 1" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "title": "Windows Server ESU licenses", + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "// Run query to see results.\r\nresources\r\n| where type =~ 'microsoft.hybridcompute/machines'\r\n| extend esuEligibility = properties.licenseProfile.esuProfile.esuEligibility\r\n| where esuEligibility =~ \"Eligible\"\r\n| extend agentVersion = tostring(properties.agentVersion)\r\n| extend parsedAgentVersion = parse_version(agentVersion)\r\n| where parsedAgentVersion >= parse_version(\"1.34\")\r\n| extend machineId = tolower(id)\r\n| join kind=leftouter(\r\n resources\r\n | where type =~ \"microsoft.hybridcompute/machines/licenseProfiles\"\r\n | extend machineId = tolower(tostring(trim_end(@\"\\/\\w+\\/(\\w|\\.)+\", id)))\r\n | extend licenseId = tolower(tostring(properties.esuProfile.assignedLicense))\r\n) on $left.machineId == $right.machineId\r\n| join kind=leftouter (\r\n resources\r\n | where type =~ \"microsoft.hybridcompute/licenses\"\r\n | extend licenseId = tolower(id)\r\n) on licenseId\r\n| extend status = case(\r\n properties.status =~ 'Connected', 'Connected',\r\n properties.status =~ 'Disconnected', 'Offline',\r\n properties.status =~ 'Error', 'Error',\r\n properties.status =~ 'Expired', 'Expired',\r\n 'Unknown')\r\n| extend operatingSystem = properties.osSku\r\n| extend esuStatus = case(\r\n (properties.licenseProfile.esuProfile.licenseAssignmentState =~ 'Assigned' and properties2.licenseDetails.state =~ 'Activated'), 'Enabled',\r\n properties.licenseProfile.esuProfile.licenseAssignmentState =~ 'NotAssigned' and properties.licenseProfile.esuProfile.esuKeyState =~ 'Active', 'Enabled by Volume License',\r\n properties.licenseProfile.esuProfile.licenseAssignmentState =~ 'Assigned' and properties2.licenseDetails.state =~ 'Deactivated' and properties.licenseProfile.esuProfile.esuKeyState =~ 'Inactive', 'License deactivated',\r\n properties.licenseProfile.esuProfile.licenseAssignmentState =~ 'NotAssigned' and properties.licenseProfile.esuProfile.esuKeyState =~ 'Inactive', 'Not enabled',\r\n 'Unknown'\r\n)\r\n| project name, status, operatingSystem, esuStatus\r\n| summarize count() by esuStatus", + "size": 0, + "title": "Coverage Summary", + "showRefreshButton": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "piechart", + "chartSettings": { + "yAxis": [ + "count_" + ], + "showLegend": true, + "seriesLabelSettings": [ + { + "seriesName": "Not enabled", + "color": "red" + }, + { + "seriesName": "Enabled", + "color": "green" + }, + { + "seriesName": "Enabled by Volume License", + "color": "greenDarkDark" + }, + { + "seriesName": "License deactivated", + "color": "yellow" + } + ] + } + }, + "name": "coverageSummary" + }, + { + "type": 1, + "content": { + "json": "## Review Your Current License Usage\r\n\r\nTo review your current license usage, go to the [Azure Arc](https://ms.portal.azure.com/#view/Microsoft_Azure_ArcCenterUX/ArcCenterMenuBlade/~/usageOverview) resource blade.\r\n\r\n", + "style": "info" + }, + "name": "text - 5" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "parameters": [ + { + "id": "16791a28-f78e-4b26-a2e9-a9fbbda915df", + "version": "KqlParameterItem/1.0", + "name": "eligibleResources", + "label": "View eligible resources?", + "type": 2, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "jsonData": "[\r\n {\"value\":\"Yes\"},\r\n {\"value\":\"No\", \"selected\":true}\r\n]\r\n\r\n", + "timeContext": { + "durationMs": 86400000 + } + }, + { + "id": "e24ddae0-37c5-46a7-b52f-b307baaa6f51", + "version": "KqlParameterItem/1.0", + "name": "eligibleLicenses", + "label": "View eligible licenses?", + "type": 2, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "jsonData": "[\r\n {\"value\":\"Yes\"},\r\n {\"value\":\"No\", \"selected\":true}\r\n]\r\n\r\n", + "timeContext": { + "durationMs": 86400000 + } + } + ], + "style": "pills", + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces" + }, + "name": "parameters - 5" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "title": "Eligible Resources", + "items": [ + { + "type": 1, + "content": { + "json": "Windows Server 2012 or 2012 R2 machines running Arc agent version below 1.34 are ineligible for Extended Security Updates (ESUs). Upgrade to the latest version of the Azure Arc agent to allow enabling ESU on these machines.\r\n\r\n", + "style": "info" + }, + "name": "txtEligibleResources" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "// Run query to see results.\r\nresources\r\n| where type =~ 'microsoft.hybridcompute/machines'\r\n| extend esuEligibility = properties.licenseProfile.esuProfile.esuEligibility\r\n| where esuEligibility =~ \"Eligible\"\r\n| extend agentVersion = tostring(properties.agentVersion)\r\n| extend parsedAgentVersion = parse_version(agentVersion)\r\n| where parsedAgentVersion >= parse_version(\"1.34\")\r\n| extend machineId = tolower(id)\r\n| join kind=leftouter(\r\n resources\r\n | where type =~ \"microsoft.hybridcompute/machines/licenseProfiles\"\r\n | extend machineId = tolower(tostring(trim_end(@\"\\/\\w+\\/(\\w|\\.)+\", id)))\r\n | extend licenseId = tolower(tostring(properties.esuProfile.assignedLicense))\r\n) on $left.machineId == $right.machineId\r\n| join kind=leftouter (\r\n resources\r\n | where type =~ \"microsoft.hybridcompute/licenses\"\r\n | extend licenseId = tolower(id)\r\n) on licenseId\r\n| extend status = case(\r\n properties.status =~ 'Connected', 'Connected',\r\n properties.status =~ 'Disconnected', 'Offline',\r\n properties.status =~ 'Error', 'Error',\r\n properties.status =~ 'Expired', 'Expired',\r\n 'Unknown')\r\n| extend operatingSystem = properties.osSku\r\n| extend esuStatus = case(\r\n (properties.licenseProfile.esuProfile.licenseAssignmentState =~ 'Assigned' and properties2.licenseDetails.state =~ 'Activated'), 'Enabled',\r\n properties.licenseProfile.esuProfile.licenseAssignmentState =~ 'NotAssigned' and properties.licenseProfile.esuProfile.esuKeyState =~ 'Active', 'Enabled by Volume License',\r\n properties.licenseProfile.esuProfile.licenseAssignmentState =~ 'Assigned' and properties2.licenseDetails.state =~ 'Deactivated' and properties.licenseProfile.esuProfile.esuKeyState =~ 'Inactive', 'License deactivated',\r\n properties.licenseProfile.esuProfile.licenseAssignmentState =~ 'NotAssigned' and properties.licenseProfile.esuProfile.esuKeyState =~ 'Inactive', 'Not enabled',\r\n 'Unknown'\r\n)\r\n| extend esuStatusIcon = case(\r\n (properties.licenseProfile.esuProfile.licenseAssignmentState =~ 'Assigned' and properties2.licenseDetails.state =~ 'Activated'), '8',\r\n properties.licenseProfile.esuProfile.licenseAssignmentState =~ 'NotAssigned' and properties.licenseProfile.esuProfile.esuKeyState =~ 'Active', '9',\r\n properties.licenseProfile.esuProfile.licenseAssignmentState =~ 'Assigned' and properties2.licenseDetails.state =~ 'Deactivated' and properties.licenseProfile.esuProfile.esuKeyState =~ 'Inactive', '9',\r\n properties.licenseProfile.esuProfile.licenseAssignmentState =~ 'NotAssigned' or properties.licenseProfile.esuProfile.esuKeyState =~ 'Inactive', '7',\r\n '91'\r\n)\r\n| project name, status, resourceGroup, subscriptionId, operatingSystem, id, type, location, kind, tags, esuStatus, esuStatusIcon, agentVersion\r\n| extend subscriptionDisplayName=case(subscriptionId =~ 'e75c95f3-27b4-410f-a40e-2b9153a807dd','AEther Dev',subscriptionId =~ '823ca539-d44d-43ee-8dc8-023fd4f27396','AIOps_FailureSimulation_DevTest',subscriptionId =~ 'b2a328a7-ffff-4c09-b643-a4758cf170bc','AISC-DEV-02',subscriptionId =~ 'eef8b6d5-94da-4b36-9327-a662f2674efb','AISC-EngSys-01',subscriptionId =~ 'e0fd569c-e34a-4249-8c24-e8d723c7f054','AML - Responsible AI R&D',subscriptionId =~ 'f1d79e73-f8e3-4b10-bfdb-4207ca0723ed','AML Infra - Engineering System',subscriptionId =~ 'dad45786-32e5-4ef3-b90e-8e0838fbadb6','AnE.ExP.NonProduction',subscriptionId =~ '017ad81c-b730-4564-9109-9b763243a9a6','Anomaly Real Time-DevTest',subscriptionId =~ 'e686ef8c-d35d-4e9b-92f8-caaaa7948c0a','Applied Sciences Group Dev',subscriptionId =~ '6e967edb-425b-4a33-ae98-f1d2c509dda3','Arc enabled Infrastructure - Demo',subscriptionId =~ '710c6ed8-d8d9-4c51-b100-dc4d9e10dd18','ARC-ESU-TESTING-03',subscriptionId =~ '2145a411-d149-4010-84d4-40fe8a55db44','ARM Test Environment',subscriptionId =~ 'e2a8a7b3-cb7a-4930-9c79-2b0eb7bf843c','ASZ_Lab_Hardware_Dev_1',subscriptionId =~ '4c33a6bb-d566-4d0b-8951-00b55a91fba8','AzPIESecurity-DEV-Apple',subscriptionId =~ 'b65b516b-415b-4c68-a254-bfa7411275f8','Azure CloudES CDP ER - Test',subscriptionId =~ '6785ea1f-ac40-4244-a9ce-94b12fd832ca','Azure Migrate Demo Subscription',subscriptionId =~ '8c3c936a-c09b-4de3-830b-3f5f244d72e9','Azure Migrate Program Management Team',subscriptionId =~ '432a7068-99ae-4975-ad38-d96b71172cdf','Azure Profiler - Testing',subscriptionId =~ 'caffe3c0-acbd-4d01-af76-a45f421bfb64','Azure_Base_LivesiteArmory_test',subscriptionId =~ 'a1920ebd-59b7-4f19-af9f-5e80599e88e4','Babel',subscriptionId =~ 'b43a6159-1bea-4fa2-9407-e875fdc0ff55','BAP IA EU Schrems (P)',subscriptionId =~ 'ae71ef11-a03f-4b4f-a0e6-ef144727c711','Bing MM Measurement',subscriptionId =~ '8ef80208-601f-4c83-802e-751d211745f9','CloudAnalytics_Prod1',subscriptionId =~ 'f7b4a5ce-d3bd-4a03-84fe-8bcad772c8c1','Cog Services Computer Vision',subscriptionId =~ '38dbd059-bd26-4172-af17-bcc5a00744de','Core-ES-STREAM-DeXDI',subscriptionId =~ '87e8a61c-4832-4cfe-8b72-c12554f2309a','Cosmos_C&E_Azure_Azure Resource Manager_100424',subscriptionId =~ '8c4b5b03-3b24-4ed0-91f5-a703cd91b412','Cosmos_C&E_Azure_AzureEngineeringSystems_100200',subscriptionId =~ 'b988efc7-1bc8-4a73-b4a2-5ad864580250','Cosmos_C&E_DPG_Big Data_100036',subscriptionId =~ '6121bf73-2dc9-47ac-8b6a-c6ae4b88ef39','Cost Management PM',subscriptionId =~ '44074499-ad9f-45b9-9b0b-f594f8736a45','CSX-WSD-CFE-TNT-QPP',subscriptionId =~ '3cd01953-be46-4f9b-a4e0-26f19f428765','CSX-WSD-CFE-TNT-TOOLKITHUB',subscriptionId =~ '60214a3c-65a2-46f8-8b32-f959f2454106','Data Pillar Security Tooling',subscriptionId =~ 'f7c445af-a4de-4264-9e87-3196d6bc384d','Efficiency Pack Services (MSIT)',subscriptionId =~ '86f010b8-6473-4cb9-90c1-671c74faa4ee','emilyzhu dev subscription',subscriptionId =~ 'f3326bfd-5406-4136-a835-f64ccbfd9050','FTK @ MS',subscriptionId =~ 'd2c9544f-4329-4642-b73d-020e7fef844f','HPCScrub1',subscriptionId =~ 'bac420ed-c6fc-4a05-8ac1-8c0c52da1d6e','IDEAs MS Reporting',subscriptionId =~ '3cd95ff9-ac62-4b5c-8240-0cd046687ea0','Internal App Insights Resources for Perflens',subscriptionId =~ 'a386d5ea-ea90-441a-8263-d816368c84a1','IOT_PLATFORM_UPX_TEST',subscriptionId =~ '6a0ab98c-24d4-4131-8cd7-0a78bfce58f5','ITSM Integration - Production - New',subscriptionId =~ '13723929-6644-4060-a50a-cc38ebc5e8b1','LinuxMdsd Test',subscriptionId =~ '98b02a69-28a5-4ee7-a622-cd69c7a59c4e','Marvel Intelligence Model Training Subscription',subscriptionId =~ '1278a874-89fc-418c-b6b9-ac763b000415','Microsoft Azure Internal Consumption (nbrady)',subscriptionId =~ '29de2cfc-f00a-43bb-bdc8-3108795bd282','MSFT-Modern Device-Modern Mgmt-Imaging00',subscriptionId =~ '54b875cc-a81a-4914-8bfd-1a36bc7ddf4d','MSFT-WindowsVirtualDesktop-01',subscriptionId =~ '4dc2cd39-7a89-43d8-bebe-8bb501359891','Observability_AzMon_Grafana_Dev',subscriptionId =~ 'a471d615-ff98-4e80-b375-a19543d4691e','ODC-OneBox-Resources',subscriptionId =~ '1163fbbe-27e7-4b0f-8466-195fe5417043','Python_AI_Tools_PM_Team_Sub (jbinder)',subscriptionId =~ '3905431d-c062-4c17-8fd9-c51f89f334c4','Pytorch Build',subscriptionId =~ '3f577935-3138-4d07-86b3-75651b696483','Responsible & OpenAi Research',subscriptionId =~ '0f301386-8979-4981-acca-973d553078e7','Scope Team Test Subscription',subscriptionId =~ '1b0a5c20-7373-41a2-8fec-7364cceb7bbf','Services Hub Demo Open',subscriptionId =~ 'e72e5254-f265-4e95-9bd2-9ee8e7329051','Speech Services - DEV - SDK (carbon)',subscriptionId =~ 'a1c3dc6b-8630-4bb7-a29e-4ed4407c329b','Speech Services - EXP2',subscriptionId =~ '736af2bf-9fcb-4145-a19b-5b30b2b8949d','Trey International UK',subscriptionId =~ '51f73f67-1f29-4120-863e-dd315f743fc1','Trey Partner Lab 2',subscriptionId =~ '9ec51cfd-5ca7-4d76-8101-dd0a4abc5674','Trey Research Corporate',subscriptionId =~ '73c0021f-a37d-433f-8baa-7450cb54eea6','Trey Research Finance',subscriptionId =~ 'ed570627-0265-4620-bb42-bae06bcfa914','Trey Research IT',subscriptionId =~ '64e355d7-997c-491d-b0c1-8414dccfcf42','Trey Research R&D Playground',subscriptionId =~ '586f1d47-9dd9-43d5-b196-6e28f8405ff8','Trey Research R&D Production',subscriptionId =~ '9ec1d932-0f3f-486c-acc6-e7d78b358f9b','TScience',subscriptionId =~ '79f57c16-00fe-48da-87d4-5192e86cd047','TScienceGPU',subscriptionId =~ 'bac044cf-49e1-4843-8dda-1ce9662606c8','UI Fabric',subscriptionId =~ '6760347d-9ffe-41a9-ba11-c139dcea5ce6','xt-teams-migration-dev',subscriptionId =~ '45f9252d-e27e-4ed8-ab4e-dc5054de13fa','Contoso IT - Retail - Prod',subscriptionId)\r\n| where (type !~ ('dell.storage/filesystems'))\r\n| where (type !~ ('arizeai.observabilityeval/organizations'))\r\n| where (type !~ ('lambdatest.hyperexecute/organizations'))\r\n| where (type !~ ('pinecone.vectordb/organizations'))\r\n| where (type !~ ('microsoft.weightsandbiases/instances'))\r\n| where (type !~ ('purestorage.block/storagepools/avsstoragecontainers'))\r\n| where (type !~ ('purestorage.block/reservations'))\r\n| where (type !~ ('purestorage.block/storagepools'))\r\n| where (type !~ ('solarwinds.observability/organizations'))\r\n| where (type !~ ('splitio.experimentation/experimentationworkspaces'))\r\n| where (type !~ ('microsoft.agfoodplatform/farmbeats'))\r\n| where (type !~ ('microsoft.appsecurity/policies'))\r\n| where (type !~ ('microsoft.arc/all'))\r\n| where (type !~ ('microsoft.arc/allfairfax'))\r\n| where (type !~ ('microsoft.cdn/profiles/customdomains'))\r\n| where (type !~ ('microsoft.cdn/profiles/afdendpoints'))\r\n| where (type !~ ('microsoft.cdn/profiles/origingroups/origins'))\r\n| where (type !~ ('microsoft.cdn/profiles/origingroups'))\r\n| where (type !~ ('microsoft.cdn/profiles/afdendpoints/routes'))\r\n| where (type !~ ('microsoft.cdn/profiles/rulesets/rules'))\r\n| where (type !~ ('microsoft.cdn/profiles/rulesets'))\r\n| where (type !~ ('microsoft.cdn/profiles/secrets'))\r\n| where (type !~ ('microsoft.cdn/profiles/securitypolicies'))\r\n| where (type !~ ('microsoft.chaos/privateaccesses'))\r\n| where (type !~ ('microsoft.sovereign/transparencylogs'))\r\n| where (type !~ ('microsoft.sovereign/landingzoneconfigurations'))\r\n| where (type !~ ('microsoft.hardwaresecuritymodules/cloudhsmclusters'))\r\n| where (type !~ ('microsoft.compute/computefleetinstances'))\r\n| where (type !~ ('microsoft.compute/standbypoolinstance'))\r\n| where (type !~ ('microsoft.compute/virtualmachineflexinstances'))\r\n| where (type !~ ('microsoft.kubernetesconfiguration/extensions'))\r\n| where (type !~ ('microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/extensions'))\r\n| where (type !~ ('microsoft.kubernetes/connectedclusters/microsoft.kubernetesconfiguration/namespaces'))\r\n| where (type !~ ('microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/namespaces'))\r\n| where (type !~ ('microsoft.kubernetes/connectedclusters/microsoft.kubernetesconfiguration/fluxconfigurations'))\r\n| where (type !~ ('microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/fluxconfigurations'))\r\n| where (type !~ ('microsoft.portalservices/extensions/deployments'))\r\n| where (type !~ ('microsoft.portalservices/extensions'))\r\n| where (type !~ ('microsoft.portalservices/extensions/slots'))\r\n| where (type !~ ('microsoft.portalservices/extensions/versions'))\r\n| where (type !~ ('microsoft.datacollaboration/workspaces'))\r\n| where (type !~ ('microsoft.deviceregistry/devices'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/activedeployments'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/agents'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/deployments'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/deviceclasses'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/updates'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts'))\r\n| where (type !~ ('private.devtunnels/tunnelplans'))\r\n| where (type !~ ('private.easm/workspaces'))\r\n| where (type !~ ('microsoft.edgeorder/virtual_orderitems'))\r\n| where (type !~ ('microsoft.workloads/epicvirtualinstances'))\r\n| where (type !~ ('microsoft.fairfieldgardens/provisioningresources/provisioningpolicies'))\r\n| where (type !~ ('microsoft.fairfieldgardens/provisioningresources'))\r\n| where (type !~ ('microsoft.healthmodel/healthmodels'))\r\n| where (type !~ ('microsoft.hybridcompute/arcserverwithwac'))\r\n| where (type !~ ('microsoft.hybridcompute/machinessovereign'))\r\n| where (type !~ ('microsoft.hybridcompute/machinespaygo'))\r\n| where (type !~ ('microsoft.hybridcompute/machinessoftwareassurance'))\r\n| where (type !~ ('microsoft.network/virtualhubs')) or ((kind =~ ('routeserver')))\r\n| where (type !~ ('microsoft.network/networkvirtualappliances'))\r\n| where (type !~ ('microsoft.devhub/iacprofiles'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/files'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/filerequests'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/licenses'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/connectors'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/sharedstorages'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/storages'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/workloads'))\r\n| where (type !~ ('microsoft.insights/diagnosticsettings'))\r\n| where not((type =~ ('microsoft.network/serviceendpointpolicies')) and ((kind =~ ('internal'))))\r\n| where (type !~ ('microsoft.resources/resourcegraphvisualizer'))\r\n| where (type !~ ('microsoft.iotoperationsmq/mq'))\r\n| where (type !~ ('microsoft.orbital/cloudaccessrouters'))\r\n| where (type !~ ('microsoft.orbital/terminals'))\r\n| where (type !~ ('microsoft.orbital/sdwancontrollers'))\r\n| where (type !~ ('microsoft.orbital/geocatalogs'))\r\n| where (type !~ ('microsoft.recommendationsservice/accounts/modeling'))\r\n| where (type !~ ('microsoft.recommendationsservice/accounts/serviceendpoints'))\r\n| where (type !~ ('microsoft.recoveryservicesbvtd/vaults'))\r\n| where (type !~ ('microsoft.recoveryservicesbvtd2/vaults'))\r\n| where (type !~ ('microsoft.recoveryservicesintd/vaults'))\r\n| where (type !~ ('microsoft.recoveryservicesintd2/vaults'))\r\n| where (type !~ ('microsoft.resources/deletedresources'))\r\n| where (type !~ ('microsoft.deploymentmanager/rollouts'))\r\n| where (type !~ ('microsoft.features/featureprovidernamespaces/featureconfigurations'))\r\n| where (type !~ ('microsoft.saashub/cloudservices/hidden'))\r\n| where (type !~ ('microsoft.providerhub/providerregistrations'))\r\n| where (type !~ ('microsoft.providerhub/providerregistrations/customrollouts'))\r\n| where (type !~ ('microsoft.providerhub/providerregistrations/defaultrollouts'))\r\n| where (type !~ ('microsoft.edge/configurations'))\r\n| where not((type =~ ('microsoft.synapse/workspaces/sqlpools')) and ((kind =~ ('v3'))))\r\n| where (type !~ ('microsoft.mission/approvals'))\r\n| where (type !~ ('microsoft.mission/catalogs'))\r\n| where (type !~ ('microsoft.mission/communities'))\r\n| where (type !~ ('microsoft.mission/communities/communityendpoints'))\r\n| where (type !~ ('microsoft.mission/enclaveconnections'))\r\n| where (type !~ ('microsoft.mission/virtualenclaves/enclaveendpoints'))\r\n| where (type !~ ('microsoft.mission/communities/transithubs'))\r\n| where (type !~ ('microsoft.mission/virtualenclaves'))\r\n| where (type !~ ('microsoft.mission/virtualenclaves/workloads'))\r\n| where (type !~ ('microsoft.workloads/insights'))\r\n| where (type !~ ('microsoft.hanaonazure/sapmonitors'))\r\n| where (type !~ ('microsoft.cloudhealth/healthmodels'))\r\n| where (type !~ ('microsoft.connectedcache/enterprisemcccustomers/enterprisemcccachenodes'))\r\n| where not((type =~ ('microsoft.sql/servers/databases')) and ((kind in~ ('system','v2.0,system','v12.0,system','v12.0,system,serverless','v12.0,user,datawarehouse,gen2,analytics'))))\r\n| where not((type =~ ('microsoft.sql/servers')) and ((kind =~ ('v12.0,analytics'))))\r\n| where (type in~ ('Microsoft.HybridCompute/machinesEsu','Microsoft.HybridCompute/machines'))\r\n| project name,esuStatus,esuStatusIcon,operatingSystem,resourceGroup,subscriptionDisplayName,status,type,id,kind,location,subscriptionId,tags\r\n| sort by (tolower(tostring(name))) asc", + "size": 0, + "title": "Eligible resources", + "noDataMessage": "There are no eligible resources.", + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "esuStatusIcon", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "7", + "representation": "4", + "text": "" + }, + { + "operator": "==", + "thresholdValue": "9", + "representation": "warning", + "text": "" + }, + { + "operator": "==", + "thresholdValue": "8", + "representation": "success", + "text": "" + }, + { + "operator": "==", + "thresholdValue": "91", + "representation": "unknown", + "text": "{0}{1}" + }, + { + "sourceColumn": "esuStatus", + "operator": "Default", + "thresholdValue": null, + "representation": "unknown", + "text": "" + } + ] + } + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "eligibleResources", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "arcResources" + } + ] + }, + "conditionalVisibility": { + "parameterName": "eligibleResources", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "group-eligibleResources" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "title": "Eligible licenses", + "items": [ + { + "type": 1, + "content": { + "json": "Keep in mind, subscription read permissions are required to give accurate core count and usage information for your ESU licenses. Physical core based licenses are subject to different licensing guidelines and are excluded from this view.[Learn more.](https://learn.microsoft.com/azure/azure-arc/servers/license-extended-security-updates)", + "style": "info" + }, + "name": "txtLearnMoreLicense" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "// Run query to see results.\r\nresources\r\n| where type =~ \"microsoft.hybridcompute/licenses\"\r\n| extend sku = properties.licenseDetails.edition\r\n| extend totalCores = properties.licenseDetails.processors\r\n| extend coreType = case(\r\n properties.licenseDetails.type =~ 'vCore','Virtual core',\r\n properties.licenseDetails.type =~ 'pCore','Physical core',\r\n 'Unknown'\r\n)\r\n| extend statusIcon = case(\r\n properties.licenseDetails.state =~ 'Activated', '8',\r\n properties.licenseDetails.state =~ 'Deactivated', '7',\r\n '91'\r\n)\r\n| extend status = case(\r\n properties.licenseDetails.state =~ 'Activated', 'Activated',\r\n properties.licenseDetails.state =~ 'Deactivated','Deactivated',\r\n 'Unknown'\r\n)\r\n| extend licenseId = tolower(tostring(id)) // Depending on what is stored in license profile, might have to get the immutableId instead\r\n| join kind=leftouter(\r\n resources\r\n | where type =~ \"microsoft.hybridcompute/machines/licenseProfiles\"\r\n | extend machineId = tolower(tostring(trim_end(@\"\\/\\w+\\/(\\w|\\.)+\", id)))\r\n | extend licenseId = tolower(tostring(properties.esuProfile.assignedLicense))\r\n | summarize resources = count() by licenseId\r\n) on licenseId // Get count of license profile per license, a license profile is created for each machine that is assigned a license\r\n| extend resources = iff(isnull(resources), 0, resources)\r\n| project id, name, type, location, subscriptionId, resourceGroup, kind, tags, extendedLocation, sku, totalCores, coreType, status, statusIcon, resources\r\n| extend subscriptionDisplayName=case(subscriptionId =~ 'e75c95f3-27b4-410f-a40e-2b9153a807dd','AEther Dev',subscriptionId =~ '823ca539-d44d-43ee-8dc8-023fd4f27396','AIOps_FailureSimulation_DevTest',subscriptionId =~ 'b2a328a7-ffff-4c09-b643-a4758cf170bc','AISC-DEV-02',subscriptionId =~ 'eef8b6d5-94da-4b36-9327-a662f2674efb','AISC-EngSys-01',subscriptionId =~ 'e0fd569c-e34a-4249-8c24-e8d723c7f054','AML - Responsible AI R&D',subscriptionId =~ 'f1d79e73-f8e3-4b10-bfdb-4207ca0723ed','AML Infra - Engineering System',subscriptionId =~ 'dad45786-32e5-4ef3-b90e-8e0838fbadb6','AnE.ExP.NonProduction',subscriptionId =~ '017ad81c-b730-4564-9109-9b763243a9a6','Anomaly Real Time-DevTest',subscriptionId =~ 'e686ef8c-d35d-4e9b-92f8-caaaa7948c0a','Applied Sciences Group Dev',subscriptionId =~ '6e967edb-425b-4a33-ae98-f1d2c509dda3','Arc enabled Infrastructure - Demo',subscriptionId =~ '710c6ed8-d8d9-4c51-b100-dc4d9e10dd18','ARC-ESU-TESTING-03',subscriptionId =~ '2145a411-d149-4010-84d4-40fe8a55db44','ARM Test Environment',subscriptionId =~ 'e2a8a7b3-cb7a-4930-9c79-2b0eb7bf843c','ASZ_Lab_Hardware_Dev_1',subscriptionId =~ '4c33a6bb-d566-4d0b-8951-00b55a91fba8','AzPIESecurity-DEV-Apple',subscriptionId =~ 'b65b516b-415b-4c68-a254-bfa7411275f8','Azure CloudES CDP ER - Test',subscriptionId =~ '6785ea1f-ac40-4244-a9ce-94b12fd832ca','Azure Migrate Demo Subscription',subscriptionId =~ '8c3c936a-c09b-4de3-830b-3f5f244d72e9','Azure Migrate Program Management Team',subscriptionId =~ '432a7068-99ae-4975-ad38-d96b71172cdf','Azure Profiler - Testing',subscriptionId =~ 'caffe3c0-acbd-4d01-af76-a45f421bfb64','Azure_Base_LivesiteArmory_test',subscriptionId =~ 'a1920ebd-59b7-4f19-af9f-5e80599e88e4','Babel',subscriptionId =~ 'b43a6159-1bea-4fa2-9407-e875fdc0ff55','BAP IA EU Schrems (P)',subscriptionId =~ 'ae71ef11-a03f-4b4f-a0e6-ef144727c711','Bing MM Measurement',subscriptionId =~ '8ef80208-601f-4c83-802e-751d211745f9','CloudAnalytics_Prod1',subscriptionId =~ 'f7b4a5ce-d3bd-4a03-84fe-8bcad772c8c1','Cog Services Computer Vision',subscriptionId =~ '38dbd059-bd26-4172-af17-bcc5a00744de','Core-ES-STREAM-DeXDI',subscriptionId =~ '87e8a61c-4832-4cfe-8b72-c12554f2309a','Cosmos_C&E_Azure_Azure Resource Manager_100424',subscriptionId =~ '8c4b5b03-3b24-4ed0-91f5-a703cd91b412','Cosmos_C&E_Azure_AzureEngineeringSystems_100200',subscriptionId =~ 'b988efc7-1bc8-4a73-b4a2-5ad864580250','Cosmos_C&E_DPG_Big Data_100036',subscriptionId =~ '6121bf73-2dc9-47ac-8b6a-c6ae4b88ef39','Cost Management PM',subscriptionId =~ '44074499-ad9f-45b9-9b0b-f594f8736a45','CSX-WSD-CFE-TNT-QPP',subscriptionId =~ '3cd01953-be46-4f9b-a4e0-26f19f428765','CSX-WSD-CFE-TNT-TOOLKITHUB',subscriptionId =~ '60214a3c-65a2-46f8-8b32-f959f2454106','Data Pillar Security Tooling',subscriptionId =~ 'f7c445af-a4de-4264-9e87-3196d6bc384d','Efficiency Pack Services (MSIT)',subscriptionId =~ '86f010b8-6473-4cb9-90c1-671c74faa4ee','emilyzhu dev subscription',subscriptionId =~ 'f3326bfd-5406-4136-a835-f64ccbfd9050','FTK @ MS',subscriptionId =~ 'd2c9544f-4329-4642-b73d-020e7fef844f','HPCScrub1',subscriptionId =~ 'bac420ed-c6fc-4a05-8ac1-8c0c52da1d6e','IDEAs MS Reporting',subscriptionId =~ '3cd95ff9-ac62-4b5c-8240-0cd046687ea0','Internal App Insights Resources for Perflens',subscriptionId =~ 'a386d5ea-ea90-441a-8263-d816368c84a1','IOT_PLATFORM_UPX_TEST',subscriptionId =~ '6a0ab98c-24d4-4131-8cd7-0a78bfce58f5','ITSM Integration - Production - New',subscriptionId =~ '13723929-6644-4060-a50a-cc38ebc5e8b1','LinuxMdsd Test',subscriptionId =~ '98b02a69-28a5-4ee7-a622-cd69c7a59c4e','Marvel Intelligence Model Training Subscription',subscriptionId =~ '1278a874-89fc-418c-b6b9-ac763b000415','Microsoft Azure Internal Consumption (nbrady)',subscriptionId =~ '29de2cfc-f00a-43bb-bdc8-3108795bd282','MSFT-Modern Device-Modern Mgmt-Imaging00',subscriptionId =~ '54b875cc-a81a-4914-8bfd-1a36bc7ddf4d','MSFT-WindowsVirtualDesktop-01',subscriptionId =~ '4dc2cd39-7a89-43d8-bebe-8bb501359891','Observability_AzMon_Grafana_Dev',subscriptionId =~ 'a471d615-ff98-4e80-b375-a19543d4691e','ODC-OneBox-Resources',subscriptionId =~ '1163fbbe-27e7-4b0f-8466-195fe5417043','Python_AI_Tools_PM_Team_Sub (jbinder)',subscriptionId =~ '3905431d-c062-4c17-8fd9-c51f89f334c4','Pytorch Build',subscriptionId =~ '3f577935-3138-4d07-86b3-75651b696483','Responsible & OpenAi Research',subscriptionId =~ '0f301386-8979-4981-acca-973d553078e7','Scope Team Test Subscription',subscriptionId =~ '1b0a5c20-7373-41a2-8fec-7364cceb7bbf','Services Hub Demo Open',subscriptionId =~ 'e72e5254-f265-4e95-9bd2-9ee8e7329051','Speech Services - DEV - SDK (carbon)',subscriptionId =~ 'a1c3dc6b-8630-4bb7-a29e-4ed4407c329b','Speech Services - EXP2',subscriptionId =~ '736af2bf-9fcb-4145-a19b-5b30b2b8949d','Trey International UK',subscriptionId =~ '51f73f67-1f29-4120-863e-dd315f743fc1','Trey Partner Lab 2',subscriptionId =~ '9ec51cfd-5ca7-4d76-8101-dd0a4abc5674','Trey Research Corporate',subscriptionId =~ '73c0021f-a37d-433f-8baa-7450cb54eea6','Trey Research Finance',subscriptionId =~ 'ed570627-0265-4620-bb42-bae06bcfa914','Trey Research IT',subscriptionId =~ '64e355d7-997c-491d-b0c1-8414dccfcf42','Trey Research R&D Playground',subscriptionId =~ '586f1d47-9dd9-43d5-b196-6e28f8405ff8','Trey Research R&D Production',subscriptionId =~ '9ec1d932-0f3f-486c-acc6-e7d78b358f9b','TScience',subscriptionId =~ '79f57c16-00fe-48da-87d4-5192e86cd047','TScienceGPU',subscriptionId =~ 'bac044cf-49e1-4843-8dda-1ce9662606c8','UI Fabric',subscriptionId =~ '6760347d-9ffe-41a9-ba11-c139dcea5ce6','xt-teams-migration-dev',subscriptionId =~ '45f9252d-e27e-4ed8-ab4e-dc5054de13fa','Contoso IT - Retail - Prod',subscriptionId)\r\n| where (type !~ ('dell.storage/filesystems'))\r\n| where (type !~ ('arizeai.observabilityeval/organizations'))\r\n| where (type !~ ('lambdatest.hyperexecute/organizations'))\r\n| where (type !~ ('pinecone.vectordb/organizations'))\r\n| where (type !~ ('microsoft.weightsandbiases/instances'))\r\n| where (type !~ ('purestorage.block/storagepools/avsstoragecontainers'))\r\n| where (type !~ ('purestorage.block/reservations'))\r\n| where (type !~ ('purestorage.block/storagepools'))\r\n| where (type !~ ('solarwinds.observability/organizations'))\r\n| where (type !~ ('splitio.experimentation/experimentationworkspaces'))\r\n| where (type !~ ('microsoft.agfoodplatform/farmbeats'))\r\n| where (type !~ ('microsoft.appsecurity/policies'))\r\n| where (type !~ ('microsoft.arc/all'))\r\n| where (type !~ ('microsoft.arc/allfairfax'))\r\n| where (type !~ ('microsoft.cdn/profiles/customdomains'))\r\n| where (type !~ ('microsoft.cdn/profiles/afdendpoints'))\r\n| where (type !~ ('microsoft.cdn/profiles/origingroups/origins'))\r\n| where (type !~ ('microsoft.cdn/profiles/origingroups'))\r\n| where (type !~ ('microsoft.cdn/profiles/afdendpoints/routes'))\r\n| where (type !~ ('microsoft.cdn/profiles/rulesets/rules'))\r\n| where (type !~ ('microsoft.cdn/profiles/rulesets'))\r\n| where (type !~ ('microsoft.cdn/profiles/secrets'))\r\n| where (type !~ ('microsoft.cdn/profiles/securitypolicies'))\r\n| where (type !~ ('microsoft.chaos/privateaccesses'))\r\n| where (type !~ ('microsoft.sovereign/transparencylogs'))\r\n| where (type !~ ('microsoft.sovereign/landingzoneconfigurations'))\r\n| where (type !~ ('microsoft.hardwaresecuritymodules/cloudhsmclusters'))\r\n| where (type !~ ('microsoft.compute/computefleetinstances'))\r\n| where (type !~ ('microsoft.compute/standbypoolinstance'))\r\n| where (type !~ ('microsoft.compute/virtualmachineflexinstances'))\r\n| where (type !~ ('microsoft.kubernetesconfiguration/extensions'))\r\n| where (type !~ ('microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/extensions'))\r\n| where (type !~ ('microsoft.kubernetes/connectedclusters/microsoft.kubernetesconfiguration/namespaces'))\r\n| where (type !~ ('microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/namespaces'))\r\n| where (type !~ ('microsoft.kubernetes/connectedclusters/microsoft.kubernetesconfiguration/fluxconfigurations'))\r\n| where (type !~ ('microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/fluxconfigurations'))\r\n| where (type !~ ('microsoft.portalservices/extensions/deployments'))\r\n| where (type !~ ('microsoft.portalservices/extensions'))\r\n| where (type !~ ('microsoft.portalservices/extensions/slots'))\r\n| where (type !~ ('microsoft.portalservices/extensions/versions'))\r\n| where (type !~ ('microsoft.datacollaboration/workspaces'))\r\n| where (type !~ ('microsoft.deviceregistry/devices'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/activedeployments'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/agents'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/deployments'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/deviceclasses'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/updates'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts'))\r\n| where (type !~ ('private.devtunnels/tunnelplans'))\r\n| where (type !~ ('private.easm/workspaces'))\r\n| where (type !~ ('microsoft.edgeorder/virtual_orderitems'))\r\n| where (type !~ ('microsoft.workloads/epicvirtualinstances'))\r\n| where (type !~ ('microsoft.fairfieldgardens/provisioningresources/provisioningpolicies'))\r\n| where (type !~ ('microsoft.fairfieldgardens/provisioningresources'))\r\n| where (type !~ ('microsoft.healthmodel/healthmodels'))\r\n| where (type !~ ('microsoft.hybridcompute/arcserverwithwac'))\r\n| where (type !~ ('microsoft.hybridcompute/machinessovereign'))\r\n| where (type !~ ('microsoft.hybridcompute/machinesesu'))\r\n| where (type !~ ('microsoft.hybridcompute/machinespaygo'))\r\n| where (type !~ ('microsoft.hybridcompute/machinessoftwareassurance'))\r\n| where (type !~ ('microsoft.network/virtualhubs')) or ((kind =~ ('routeserver')))\r\n| where (type !~ ('microsoft.network/networkvirtualappliances'))\r\n| where (type !~ ('microsoft.devhub/iacprofiles'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/files'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/filerequests'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/licenses'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/connectors'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/sharedstorages'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/storages'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/workloads'))\r\n| where (type !~ ('microsoft.insights/diagnosticsettings'))\r\n| where not((type =~ ('microsoft.network/serviceendpointpolicies')) and ((kind =~ ('internal'))))\r\n| where (type !~ ('microsoft.resources/resourcegraphvisualizer'))\r\n| where (type !~ ('microsoft.iotoperationsmq/mq'))\r\n| where (type !~ ('microsoft.orbital/cloudaccessrouters'))\r\n| where (type !~ ('microsoft.orbital/terminals'))\r\n| where (type !~ ('microsoft.orbital/sdwancontrollers'))\r\n| where (type !~ ('microsoft.orbital/geocatalogs'))\r\n| where (type !~ ('microsoft.recommendationsservice/accounts/modeling'))\r\n| where (type !~ ('microsoft.recommendationsservice/accounts/serviceendpoints'))\r\n| where (type !~ ('microsoft.recoveryservicesbvtd/vaults'))\r\n| where (type !~ ('microsoft.recoveryservicesbvtd2/vaults'))\r\n| where (type !~ ('microsoft.recoveryservicesintd/vaults'))\r\n| where (type !~ ('microsoft.recoveryservicesintd2/vaults'))\r\n| where (type !~ ('microsoft.resources/deletedresources'))\r\n| where (type !~ ('microsoft.deploymentmanager/rollouts'))\r\n| where (type !~ ('microsoft.features/featureprovidernamespaces/featureconfigurations'))\r\n| where (type !~ ('microsoft.saashub/cloudservices/hidden'))\r\n| where (type !~ ('microsoft.providerhub/providerregistrations'))\r\n| where (type !~ ('microsoft.providerhub/providerregistrations/customrollouts'))\r\n| where (type !~ ('microsoft.providerhub/providerregistrations/defaultrollouts'))\r\n| where (type !~ ('microsoft.edge/configurations'))\r\n| where not((type =~ ('microsoft.synapse/workspaces/sqlpools')) and ((kind =~ ('v3'))))\r\n| where (type !~ ('microsoft.mission/approvals'))\r\n| where (type !~ ('microsoft.mission/catalogs'))\r\n| where (type !~ ('microsoft.mission/communities'))\r\n| where (type !~ ('microsoft.mission/communities/communityendpoints'))\r\n| where (type !~ ('microsoft.mission/enclaveconnections'))\r\n| where (type !~ ('microsoft.mission/virtualenclaves/enclaveendpoints'))\r\n| where (type !~ ('microsoft.mission/communities/transithubs'))\r\n| where (type !~ ('microsoft.mission/virtualenclaves'))\r\n| where (type !~ ('microsoft.mission/virtualenclaves/workloads'))\r\n| where (type !~ ('microsoft.workloads/insights'))\r\n| where (type !~ ('microsoft.hanaonazure/sapmonitors'))\r\n| where (type !~ ('microsoft.cloudhealth/healthmodels'))\r\n| where (type !~ ('microsoft.connectedcache/enterprisemcccustomers/enterprisemcccachenodes'))\r\n| where not((type =~ ('microsoft.sql/servers/databases')) and ((kind in~ ('system','v2.0,system','v12.0,system','v12.0,system,serverless','v12.0,user,datawarehouse,gen2,analytics'))))\r\n| where not((type =~ ('microsoft.sql/servers')) and ((kind =~ ('v12.0,analytics'))))\r\n| project name,sku,totalCores,coreType,status,statusIcon,resources,id,resourceGroup,subscriptionDisplayName,type,kind,location,subscriptionId,tags\r\n| sort by (tolower(tostring(name))) asc", + "size": 0, + "title": "Eligible licenses", + "noDataMessage": "There are no eligible licenses.", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ] + }, + "conditionalVisibility": { + "parameterName": "eligibleLicenses", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "arclicenses" + } + ] + }, + "conditionalVisibility": { + "parameterName": "eligibleLicenses", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "group-eligibleLicenses" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "windowsEsu" + }, + "name": "group-Esu" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "title": "Windows Server Management enabled by Azure Arc", + "items": [ + { + "type": 1, + "content": { + "json": "## Benefits of Windows Server Management with Azure Arc\r\n\r\nWindows Server Management enabled by Azure Arc offers customers with Windows Server licenses that have active Software Assurances or Windows Server licenses that are active subscription licenses a few benefits, including access to Azure Update Management, Azure Change Tracking and Inventory and Windwos best practices assessment. FOr the full list of benefits, visit [Windows Server Management enabled by Azure Arc.](https://learn.microsoft.com/azure/azure-arc/servers/windows-server-management-overview?tabs=portal)\r\n\r\n", + "style": "info" + }, + "name": "text - 5" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "// Run query to see results.\r\nresources\r\n| where type =~ \"microsoft.hybridcompute/machines\" and isempty(kind)\r\n| extend status = properties.status\r\n| extend operatingSystem = properties.osSku\r\n| where properties.osType =~ 'windows'\r\n| extend licenseProfile = properties.licenseProfile\r\n| extend licenseStatus = tostring(licenseProfile.licenseStatus)\r\n| extend licenseChannel = tostring(licenseProfile.licenseChannel)\r\n| extend productSubscriptionStatus = tostring(licenseProfile.productProfile.subscriptionStatus)\r\n| extend softwareAssurance = licenseProfile.softwareAssurance\r\n| extend softwareAssuranceCustomer = licenseProfile.softwareAssurance.softwareAssuranceCustomer\r\n| extend benefitsStatus = case(\r\n softwareAssuranceCustomer == true, \"Activated\",\r\n (licenseStatus =~ \"Licensed\" and licenseChannel =~ \"PGS:TB\") or productSubscriptionStatus =~ \"Enabled\", \"Activated via Pay-as-you-go\",\r\n isnull(softwareAssurance) or isnull(softwareAssuranceCustomer) or softwareAssuranceCustomer == false, \"Not activated\",\r\n \"Not activated\")\r\n| extend benefitsStatusIcon = case(\r\n softwareAssuranceCustomer == true, \"8\",\r\n softwareAssuranceCustomer == true, \"8\",\r\n (licenseStatus =~ \"Licensed\" and licenseChannel =~ \"PGS:TB\") or productSubscriptionStatus =~ \"Enabled\", \"8\",\r\n isnull(softwareAssurance) or isnull(softwareAssuranceCustomer) or softwareAssuranceCustomer == false, \"7\",\r\n \"7\")\r\n| project name, status, benefitsStatus, benefitsStatusIcon, resourceGroup, subscriptionId, operatingSystem, id, type, location, kind, tags\r\n| where (type !~ ('dell.storage/filesystems'))\r\n| where (type !~ ('arizeai.observabilityeval/organizations'))\r\n| where (type !~ ('lambdatest.hyperexecute/organizations'))\r\n| where (type !~ ('pinecone.vectordb/organizations'))\r\n| where (type !~ ('microsoft.weightsandbiases/instances'))\r\n| where (type !~ ('purestorage.block/storagepools/avsstoragecontainers'))\r\n| where (type !~ ('purestorage.block/reservations'))\r\n| where (type !~ ('purestorage.block/storagepools'))\r\n| where (type !~ ('solarwinds.observability/organizations'))\r\n| where (type !~ ('splitio.experimentation/experimentationworkspaces'))\r\n| where (type !~ ('microsoft.agfoodplatform/farmbeats'))\r\n| where (type !~ ('microsoft.appsecurity/policies'))\r\n| where (type !~ ('microsoft.arc/all'))\r\n| where (type !~ ('microsoft.arc/allfairfax'))\r\n| where (type !~ ('microsoft.cdn/profiles/customdomains'))\r\n| where (type !~ ('microsoft.cdn/profiles/afdendpoints'))\r\n| where (type !~ ('microsoft.cdn/profiles/origingroups/origins'))\r\n| where (type !~ ('microsoft.cdn/profiles/origingroups'))\r\n| where (type !~ ('microsoft.cdn/profiles/afdendpoints/routes'))\r\n| where (type !~ ('microsoft.cdn/profiles/rulesets/rules'))\r\n| where (type !~ ('microsoft.cdn/profiles/rulesets'))\r\n| where (type !~ ('microsoft.cdn/profiles/secrets'))\r\n| where (type !~ ('microsoft.cdn/profiles/securitypolicies'))\r\n| where (type !~ ('microsoft.chaos/privateaccesses'))\r\n| where (type !~ ('microsoft.sovereign/transparencylogs'))\r\n| where (type !~ ('microsoft.sovereign/landingzoneconfigurations'))\r\n| where (type !~ ('microsoft.hardwaresecuritymodules/cloudhsmclusters'))\r\n| where (type !~ ('microsoft.compute/computefleetinstances'))\r\n| where (type !~ ('microsoft.compute/standbypoolinstance'))\r\n| where (type !~ ('microsoft.compute/virtualmachineflexinstances'))\r\n| where (type !~ ('microsoft.kubernetesconfiguration/extensions'))\r\n| where (type !~ ('microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/extensions'))\r\n| where (type !~ ('microsoft.kubernetes/connectedclusters/microsoft.kubernetesconfiguration/namespaces'))\r\n| where (type !~ ('microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/namespaces'))\r\n| where (type !~ ('microsoft.kubernetes/connectedclusters/microsoft.kubernetesconfiguration/fluxconfigurations'))\r\n| where (type !~ ('microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/fluxconfigurations'))\r\n| where (type !~ ('microsoft.portalservices/extensions/deployments'))\r\n| where (type !~ ('microsoft.portalservices/extensions'))\r\n| where (type !~ ('microsoft.portalservices/extensions/slots'))\r\n| where (type !~ ('microsoft.portalservices/extensions/versions'))\r\n| where (type !~ ('microsoft.datacollaboration/workspaces'))\r\n| where (type !~ ('microsoft.deviceregistry/devices'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/activedeployments'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/agents'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/deployments'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/deviceclasses'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/updates'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts'))\r\n| where (type !~ ('private.devtunnels/tunnelplans'))\r\n| where (type !~ ('private.easm/workspaces'))\r\n| where (type !~ ('microsoft.edgeorder/virtual_orderitems'))\r\n| where (type !~ ('microsoft.workloads/epicvirtualinstances'))\r\n| where (type !~ ('microsoft.fairfieldgardens/provisioningresources/provisioningpolicies'))\r\n| where (type !~ ('microsoft.fairfieldgardens/provisioningresources'))\r\n| where (type !~ ('microsoft.healthmodel/healthmodels'))\r\n| where (type !~ ('microsoft.hybridcompute/arcserverwithwac'))\r\n| where (type !~ ('microsoft.hybridcompute/machinessovereign'))\r\n| where (type !~ ('microsoft.hybridcompute/machinesesu'))\r\n| where (type !~ ('microsoft.hybridcompute/machinespaygo'))\r\n| where (type !~ ('microsoft.network/virtualhubs')) or ((kind =~ ('routeserver')))\r\n| where (type !~ ('microsoft.network/networkvirtualappliances'))\r\n| where (type !~ ('microsoft.devhub/iacprofiles'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/files'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/filerequests'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/licenses'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/connectors'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/sharedstorages'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/storages'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/workloads'))\r\n| where (type !~ ('microsoft.insights/diagnosticsettings'))\r\n| where not((type =~ ('microsoft.network/serviceendpointpolicies')) and ((kind =~ ('internal'))))\r\n| where (type !~ ('microsoft.resources/resourcegraphvisualizer'))\r\n| where (type !~ ('microsoft.iotoperationsmq/mq'))\r\n| where (type !~ ('microsoft.orbital/cloudaccessrouters'))\r\n| where (type !~ ('microsoft.orbital/terminals'))\r\n| where (type !~ ('microsoft.orbital/sdwancontrollers'))\r\n| where (type !~ ('microsoft.orbital/geocatalogs'))\r\n| where (type !~ ('microsoft.recommendationsservice/accounts/modeling'))\r\n| where (type !~ ('microsoft.recommendationsservice/accounts/serviceendpoints'))\r\n| where (type !~ ('microsoft.recoveryservicesbvtd/vaults'))\r\n| where (type !~ ('microsoft.recoveryservicesbvtd2/vaults'))\r\n| where (type !~ ('microsoft.recoveryservicesintd/vaults'))\r\n| where (type !~ ('microsoft.recoveryservicesintd2/vaults'))\r\n| where (type !~ ('microsoft.resources/deletedresources'))\r\n| where (type !~ ('microsoft.deploymentmanager/rollouts'))\r\n| where (type !~ ('microsoft.features/featureprovidernamespaces/featureconfigurations'))\r\n| where (type !~ ('microsoft.saashub/cloudservices/hidden'))\r\n| where (type !~ ('microsoft.providerhub/providerregistrations'))\r\n| where (type !~ ('microsoft.providerhub/providerregistrations/customrollouts'))\r\n| where (type !~ ('microsoft.providerhub/providerregistrations/defaultrollouts'))\r\n| where (type !~ ('microsoft.edge/configurations'))\r\n| where not((type =~ ('microsoft.synapse/workspaces/sqlpools')) and ((kind =~ ('v3'))))\r\n| where (type !~ ('microsoft.mission/approvals'))\r\n| where (type !~ ('microsoft.mission/catalogs'))\r\n| where (type !~ ('microsoft.mission/communities'))\r\n| where (type !~ ('microsoft.mission/communities/communityendpoints'))\r\n| where (type !~ ('microsoft.mission/enclaveconnections'))\r\n| where (type !~ ('microsoft.mission/virtualenclaves/enclaveendpoints'))\r\n| where (type !~ ('microsoft.mission/communities/transithubs'))\r\n| where (type !~ ('microsoft.mission/virtualenclaves'))\r\n| where (type !~ ('microsoft.mission/virtualenclaves/workloads'))\r\n| where (type !~ ('microsoft.workloads/insights'))\r\n| where (type !~ ('microsoft.hanaonazure/sapmonitors'))\r\n| where (type !~ ('microsoft.cloudhealth/healthmodels'))\r\n| where (type !~ ('microsoft.connectedcache/enterprisemcccustomers/enterprisemcccachenodes'))\r\n| where not((type =~ ('microsoft.sql/servers/databases')) and ((kind in~ ('system','v2.0,system','v12.0,system','v12.0,system,serverless','v12.0,user,datawarehouse,gen2,analytics'))))\r\n| where not((type =~ ('microsoft.sql/servers')) and ((kind =~ ('v12.0,analytics'))))\r\n| where (type in~ ('Microsoft.HybridCompute/machinesSoftwareAssurance','Microsoft.HybridCompute/machines'))\r\n| project name,benefitsStatus,benefitsStatusIcon,status,resourceGroup,operatingSystem,id,type,kind,location,subscriptionId\r\n| summarize count() by benefitsStatus", + "size": 0, + "title": "Coverage Summary", + "showRefreshButton": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "piechart", + "chartSettings": { + "yAxis": [ + "count_" + ], + "showLegend": true, + "seriesLabelSettings": [ + { + "seriesName": "Not activated", + "color": "red" + }, + { + "seriesName": "Activated", + "color": "green" + }, + { + "seriesName": "Activated via Pay-as-you-go", + "color": "greenDarkDark" + } + ] + } + }, + "name": "coverageSummary" + }, + { + "type": 9, + "content": { + "version": "KqlParameterItem/1.0", + "parameters": [ + { + "id": "16791a28-f78e-4b26-a2e9-a9fbbda915df", + "version": "KqlParameterItem/1.0", + "name": "eligibleResources", + "label": "View eligible resources?", + "type": 2, + "isRequired": true, + "typeSettings": { + "additionalResourceOptions": [], + "showDefault": false + }, + "jsonData": "[\r\n {\"value\":\"Yes\"},\r\n {\"value\":\"No\", \"selected\":true}\r\n]\r\n\r\n", + "timeContext": { + "durationMs": 86400000 + }, + "value": "Yes" + } + ], + "style": "pills", + "queryType": 0, + "resourceType": "microsoft.operationalinsights/workspaces" + }, + "name": "parameters - 5" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "title": "Eligible Resources", + "items": [ + { + "type": 1, + "content": { + "json": "To enable Windows Server Management with Azure Arc, visit the [Arc service blade.](https://ms.portal.azure.com/#view/Microsoft_Azure_ArcCenterUX/ArcCenterMenuBlade/~/softwareAssurance)\r\n\r\n", + "style": "info" + }, + "name": "txtEligibleAHBResources" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "// Run query to see results.\r\nresources\r\n| where type =~ \"microsoft.hybridcompute/machines\" and isempty(kind)\r\n| extend status = properties.status\r\n| extend operatingSystem = properties.osSku\r\n| where properties.osType =~ 'windows'\r\n| extend licenseProfile = properties.licenseProfile\r\n| extend licenseStatus = tostring(licenseProfile.licenseStatus)\r\n| extend licenseChannel = tostring(licenseProfile.licenseChannel)\r\n| extend productSubscriptionStatus = tostring(licenseProfile.productProfile.subscriptionStatus)\r\n| extend softwareAssurance = licenseProfile.softwareAssurance\r\n| extend softwareAssuranceCustomer = licenseProfile.softwareAssurance.softwareAssuranceCustomer\r\n| extend benefitsStatus = case(\r\n softwareAssuranceCustomer == true, \"Activated\",\r\n (licenseStatus =~ \"Licensed\" and licenseChannel =~ \"PGS:TB\") or productSubscriptionStatus =~ \"Enabled\", \"Activated via Pay-as-you-go\",\r\n isnull(softwareAssurance) or isnull(softwareAssuranceCustomer) or softwareAssuranceCustomer == false, \"Not activated\",\r\n \"Not activated\")\r\n| extend benefitsStatusIcon = case(\r\n softwareAssuranceCustomer == true, \"8\",\r\n softwareAssuranceCustomer == true, \"8\",\r\n (licenseStatus =~ \"Licensed\" and licenseChannel =~ \"PGS:TB\") or productSubscriptionStatus =~ \"Enabled\", \"8\",\r\n isnull(softwareAssurance) or isnull(softwareAssuranceCustomer) or softwareAssuranceCustomer == false, \"7\",\r\n \"7\")\r\n| project name, status, benefitsStatus, benefitsStatusIcon, resourceGroup, subscriptionId, operatingSystem, id, type, location, kind, tags\r\n| where (type !~ ('dell.storage/filesystems'))\r\n| where (type !~ ('arizeai.observabilityeval/organizations'))\r\n| where (type !~ ('lambdatest.hyperexecute/organizations'))\r\n| where (type !~ ('pinecone.vectordb/organizations'))\r\n| where (type !~ ('microsoft.weightsandbiases/instances'))\r\n| where (type !~ ('purestorage.block/storagepools/avsstoragecontainers'))\r\n| where (type !~ ('purestorage.block/reservations'))\r\n| where (type !~ ('purestorage.block/storagepools'))\r\n| where (type !~ ('solarwinds.observability/organizations'))\r\n| where (type !~ ('splitio.experimentation/experimentationworkspaces'))\r\n| where (type !~ ('microsoft.agfoodplatform/farmbeats'))\r\n| where (type !~ ('microsoft.appsecurity/policies'))\r\n| where (type !~ ('microsoft.arc/all'))\r\n| where (type !~ ('microsoft.arc/allfairfax'))\r\n| where (type !~ ('microsoft.cdn/profiles/customdomains'))\r\n| where (type !~ ('microsoft.cdn/profiles/afdendpoints'))\r\n| where (type !~ ('microsoft.cdn/profiles/origingroups/origins'))\r\n| where (type !~ ('microsoft.cdn/profiles/origingroups'))\r\n| where (type !~ ('microsoft.cdn/profiles/afdendpoints/routes'))\r\n| where (type !~ ('microsoft.cdn/profiles/rulesets/rules'))\r\n| where (type !~ ('microsoft.cdn/profiles/rulesets'))\r\n| where (type !~ ('microsoft.cdn/profiles/secrets'))\r\n| where (type !~ ('microsoft.cdn/profiles/securitypolicies'))\r\n| where (type !~ ('microsoft.chaos/privateaccesses'))\r\n| where (type !~ ('microsoft.sovereign/transparencylogs'))\r\n| where (type !~ ('microsoft.sovereign/landingzoneconfigurations'))\r\n| where (type !~ ('microsoft.hardwaresecuritymodules/cloudhsmclusters'))\r\n| where (type !~ ('microsoft.compute/computefleetinstances'))\r\n| where (type !~ ('microsoft.compute/standbypoolinstance'))\r\n| where (type !~ ('microsoft.compute/virtualmachineflexinstances'))\r\n| where (type !~ ('microsoft.kubernetesconfiguration/extensions'))\r\n| where (type !~ ('microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/extensions'))\r\n| where (type !~ ('microsoft.kubernetes/connectedclusters/microsoft.kubernetesconfiguration/namespaces'))\r\n| where (type !~ ('microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/namespaces'))\r\n| where (type !~ ('microsoft.kubernetes/connectedclusters/microsoft.kubernetesconfiguration/fluxconfigurations'))\r\n| where (type !~ ('microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/fluxconfigurations'))\r\n| where (type !~ ('microsoft.portalservices/extensions/deployments'))\r\n| where (type !~ ('microsoft.portalservices/extensions'))\r\n| where (type !~ ('microsoft.portalservices/extensions/slots'))\r\n| where (type !~ ('microsoft.portalservices/extensions/versions'))\r\n| where (type !~ ('microsoft.datacollaboration/workspaces'))\r\n| where (type !~ ('microsoft.deviceregistry/devices'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/activedeployments'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/agents'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/deployments'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/deviceclasses'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/updates'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts'))\r\n| where (type !~ ('private.devtunnels/tunnelplans'))\r\n| where (type !~ ('private.easm/workspaces'))\r\n| where (type !~ ('microsoft.edgeorder/virtual_orderitems'))\r\n| where (type !~ ('microsoft.workloads/epicvirtualinstances'))\r\n| where (type !~ ('microsoft.fairfieldgardens/provisioningresources/provisioningpolicies'))\r\n| where (type !~ ('microsoft.fairfieldgardens/provisioningresources'))\r\n| where (type !~ ('microsoft.healthmodel/healthmodels'))\r\n| where (type !~ ('microsoft.hybridcompute/arcserverwithwac'))\r\n| where (type !~ ('microsoft.hybridcompute/machinessovereign'))\r\n| where (type !~ ('microsoft.hybridcompute/machinesesu'))\r\n| where (type !~ ('microsoft.hybridcompute/machinespaygo'))\r\n| where (type !~ ('microsoft.network/virtualhubs')) or ((kind =~ ('routeserver')))\r\n| where (type !~ ('microsoft.network/networkvirtualappliances'))\r\n| where (type !~ ('microsoft.devhub/iacprofiles'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/files'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/filerequests'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/licenses'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/connectors'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/sharedstorages'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/storages'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/workloads'))\r\n| where (type !~ ('microsoft.insights/diagnosticsettings'))\r\n| where not((type =~ ('microsoft.network/serviceendpointpolicies')) and ((kind =~ ('internal'))))\r\n| where (type !~ ('microsoft.resources/resourcegraphvisualizer'))\r\n| where (type !~ ('microsoft.iotoperationsmq/mq'))\r\n| where (type !~ ('microsoft.orbital/cloudaccessrouters'))\r\n| where (type !~ ('microsoft.orbital/terminals'))\r\n| where (type !~ ('microsoft.orbital/sdwancontrollers'))\r\n| where (type !~ ('microsoft.orbital/geocatalogs'))\r\n| where (type !~ ('microsoft.recommendationsservice/accounts/modeling'))\r\n| where (type !~ ('microsoft.recommendationsservice/accounts/serviceendpoints'))\r\n| where (type !~ ('microsoft.recoveryservicesbvtd/vaults'))\r\n| where (type !~ ('microsoft.recoveryservicesbvtd2/vaults'))\r\n| where (type !~ ('microsoft.recoveryservicesintd/vaults'))\r\n| where (type !~ ('microsoft.recoveryservicesintd2/vaults'))\r\n| where (type !~ ('microsoft.resources/deletedresources'))\r\n| where (type !~ ('microsoft.deploymentmanager/rollouts'))\r\n| where (type !~ ('microsoft.features/featureprovidernamespaces/featureconfigurations'))\r\n| where (type !~ ('microsoft.saashub/cloudservices/hidden'))\r\n| where (type !~ ('microsoft.providerhub/providerregistrations'))\r\n| where (type !~ ('microsoft.providerhub/providerregistrations/customrollouts'))\r\n| where (type !~ ('microsoft.providerhub/providerregistrations/defaultrollouts'))\r\n| where (type !~ ('microsoft.edge/configurations'))\r\n| where not((type =~ ('microsoft.synapse/workspaces/sqlpools')) and ((kind =~ ('v3'))))\r\n| where (type !~ ('microsoft.mission/approvals'))\r\n| where (type !~ ('microsoft.mission/catalogs'))\r\n| where (type !~ ('microsoft.mission/communities'))\r\n| where (type !~ ('microsoft.mission/communities/communityendpoints'))\r\n| where (type !~ ('microsoft.mission/enclaveconnections'))\r\n| where (type !~ ('microsoft.mission/virtualenclaves/enclaveendpoints'))\r\n| where (type !~ ('microsoft.mission/communities/transithubs'))\r\n| where (type !~ ('microsoft.mission/virtualenclaves'))\r\n| where (type !~ ('microsoft.mission/virtualenclaves/workloads'))\r\n| where (type !~ ('microsoft.workloads/insights'))\r\n| where (type !~ ('microsoft.hanaonazure/sapmonitors'))\r\n| where (type !~ ('microsoft.cloudhealth/healthmodels'))\r\n| where (type !~ ('microsoft.connectedcache/enterprisemcccustomers/enterprisemcccachenodes'))\r\n| where not((type =~ ('microsoft.sql/servers/databases')) and ((kind in~ ('system','v2.0,system','v12.0,system','v12.0,system,serverless','v12.0,user,datawarehouse,gen2,analytics'))))\r\n| where not((type =~ ('microsoft.sql/servers')) and ((kind =~ ('v12.0,analytics'))))\r\n| where (type in~ ('Microsoft.HybridCompute/machinesSoftwareAssurance','Microsoft.HybridCompute/machines'))\r\n| project name,benefitsStatus,benefitsStatusIcon,status,resourceGroup,operatingSystem,id,type,kind,location,subscriptionId\r\n| sort by (tolower(tostring(name))) asc", + "size": 0, + "title": "Eligible resources", + "noDataMessage": "There are no eligible resources.", + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "benefitsStatusIcon", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "7", + "representation": "3", + "text": "" + }, + { + "operator": "==", + "thresholdValue": "8", + "representation": "success", + "text": "" + }, + { + "operator": "Default", + "thresholdValue": null, + "representation": "unknown", + "text": "" + } + ] + } + }, + { + "columnMatch": "esuStatusIcon", + "formatter": 18, + "formatOptions": { + "thresholdsOptions": "icons", + "thresholdsGrid": [ + { + "operator": "==", + "thresholdValue": "7", + "representation": "4", + "text": "" + }, + { + "operator": "==", + "thresholdValue": "9", + "representation": "warning", + "text": "" + }, + { + "operator": "==", + "thresholdValue": "8", + "representation": "success", + "text": "" + }, + { + "operator": "==", + "thresholdValue": "91", + "representation": "unknown", + "text": "{0}{1}" + }, + { + "sourceColumn": "esuStatus", + "operator": "Default", + "thresholdValue": null, + "representation": "unknown", + "text": "" + } + ] + } + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "eligibleResources", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "arcAHBResources" + } + ] + }, + "conditionalVisibility": { + "parameterName": "eligibleResources", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "group-eligibleResources" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "title": "Eligible licenses", + "items": [ + { + "type": 1, + "content": { + "json": "Keep in mind, subscription read permissions are required to give accurate core count and usage information for your ESU licenses. Physical core based licenses are subject to different licensing guidelines and are excluded from this view.[Learn more.](https://learn.microsoft.com/azure/azure-arc/servers/license-extended-security-updates)", + "style": "info" + }, + "name": "txtLearnMoreLicense" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "// Run query to see results.\r\nresources\r\n| where type =~ \"microsoft.hybridcompute/licenses\"\r\n| extend sku = properties.licenseDetails.edition\r\n| extend totalCores = properties.licenseDetails.processors\r\n| extend coreType = case(\r\n properties.licenseDetails.type =~ 'vCore','Virtual core',\r\n properties.licenseDetails.type =~ 'pCore','Physical core',\r\n 'Unknown'\r\n)\r\n| extend statusIcon = case(\r\n properties.licenseDetails.state =~ 'Activated', '8',\r\n properties.licenseDetails.state =~ 'Deactivated', '7',\r\n '91'\r\n)\r\n| extend status = case(\r\n properties.licenseDetails.state =~ 'Activated', 'Activated',\r\n properties.licenseDetails.state =~ 'Deactivated','Deactivated',\r\n 'Unknown'\r\n)\r\n| extend licenseId = tolower(tostring(id)) // Depending on what is stored in license profile, might have to get the immutableId instead\r\n| join kind=leftouter(\r\n resources\r\n | where type =~ \"microsoft.hybridcompute/machines/licenseProfiles\"\r\n | extend machineId = tolower(tostring(trim_end(@\"\\/\\w+\\/(\\w|\\.)+\", id)))\r\n | extend licenseId = tolower(tostring(properties.esuProfile.assignedLicense))\r\n | summarize resources = count() by licenseId\r\n) on licenseId // Get count of license profile per license, a license profile is created for each machine that is assigned a license\r\n| extend resources = iff(isnull(resources), 0, resources)\r\n| project id, name, type, location, subscriptionId, resourceGroup, kind, tags, extendedLocation, sku, totalCores, coreType, status, statusIcon, resources\r\n| extend subscriptionDisplayName=case(subscriptionId =~ 'e75c95f3-27b4-410f-a40e-2b9153a807dd','AEther Dev',subscriptionId =~ '823ca539-d44d-43ee-8dc8-023fd4f27396','AIOps_FailureSimulation_DevTest',subscriptionId =~ 'b2a328a7-ffff-4c09-b643-a4758cf170bc','AISC-DEV-02',subscriptionId =~ 'eef8b6d5-94da-4b36-9327-a662f2674efb','AISC-EngSys-01',subscriptionId =~ 'e0fd569c-e34a-4249-8c24-e8d723c7f054','AML - Responsible AI R&D',subscriptionId =~ 'f1d79e73-f8e3-4b10-bfdb-4207ca0723ed','AML Infra - Engineering System',subscriptionId =~ 'dad45786-32e5-4ef3-b90e-8e0838fbadb6','AnE.ExP.NonProduction',subscriptionId =~ '017ad81c-b730-4564-9109-9b763243a9a6','Anomaly Real Time-DevTest',subscriptionId =~ 'e686ef8c-d35d-4e9b-92f8-caaaa7948c0a','Applied Sciences Group Dev',subscriptionId =~ '6e967edb-425b-4a33-ae98-f1d2c509dda3','Arc enabled Infrastructure - Demo',subscriptionId =~ '710c6ed8-d8d9-4c51-b100-dc4d9e10dd18','ARC-ESU-TESTING-03',subscriptionId =~ '2145a411-d149-4010-84d4-40fe8a55db44','ARM Test Environment',subscriptionId =~ 'e2a8a7b3-cb7a-4930-9c79-2b0eb7bf843c','ASZ_Lab_Hardware_Dev_1',subscriptionId =~ '4c33a6bb-d566-4d0b-8951-00b55a91fba8','AzPIESecurity-DEV-Apple',subscriptionId =~ 'b65b516b-415b-4c68-a254-bfa7411275f8','Azure CloudES CDP ER - Test',subscriptionId =~ '6785ea1f-ac40-4244-a9ce-94b12fd832ca','Azure Migrate Demo Subscription',subscriptionId =~ '8c3c936a-c09b-4de3-830b-3f5f244d72e9','Azure Migrate Program Management Team',subscriptionId =~ '432a7068-99ae-4975-ad38-d96b71172cdf','Azure Profiler - Testing',subscriptionId =~ 'caffe3c0-acbd-4d01-af76-a45f421bfb64','Azure_Base_LivesiteArmory_test',subscriptionId =~ 'a1920ebd-59b7-4f19-af9f-5e80599e88e4','Babel',subscriptionId =~ 'b43a6159-1bea-4fa2-9407-e875fdc0ff55','BAP IA EU Schrems (P)',subscriptionId =~ 'ae71ef11-a03f-4b4f-a0e6-ef144727c711','Bing MM Measurement',subscriptionId =~ '8ef80208-601f-4c83-802e-751d211745f9','CloudAnalytics_Prod1',subscriptionId =~ 'f7b4a5ce-d3bd-4a03-84fe-8bcad772c8c1','Cog Services Computer Vision',subscriptionId =~ '38dbd059-bd26-4172-af17-bcc5a00744de','Core-ES-STREAM-DeXDI',subscriptionId =~ '87e8a61c-4832-4cfe-8b72-c12554f2309a','Cosmos_C&E_Azure_Azure Resource Manager_100424',subscriptionId =~ '8c4b5b03-3b24-4ed0-91f5-a703cd91b412','Cosmos_C&E_Azure_AzureEngineeringSystems_100200',subscriptionId =~ 'b988efc7-1bc8-4a73-b4a2-5ad864580250','Cosmos_C&E_DPG_Big Data_100036',subscriptionId =~ '6121bf73-2dc9-47ac-8b6a-c6ae4b88ef39','Cost Management PM',subscriptionId =~ '44074499-ad9f-45b9-9b0b-f594f8736a45','CSX-WSD-CFE-TNT-QPP',subscriptionId =~ '3cd01953-be46-4f9b-a4e0-26f19f428765','CSX-WSD-CFE-TNT-TOOLKITHUB',subscriptionId =~ '60214a3c-65a2-46f8-8b32-f959f2454106','Data Pillar Security Tooling',subscriptionId =~ 'f7c445af-a4de-4264-9e87-3196d6bc384d','Efficiency Pack Services (MSIT)',subscriptionId =~ '86f010b8-6473-4cb9-90c1-671c74faa4ee','emilyzhu dev subscription',subscriptionId =~ 'f3326bfd-5406-4136-a835-f64ccbfd9050','FTK @ MS',subscriptionId =~ 'd2c9544f-4329-4642-b73d-020e7fef844f','HPCScrub1',subscriptionId =~ 'bac420ed-c6fc-4a05-8ac1-8c0c52da1d6e','IDEAs MS Reporting',subscriptionId =~ '3cd95ff9-ac62-4b5c-8240-0cd046687ea0','Internal App Insights Resources for Perflens',subscriptionId =~ 'a386d5ea-ea90-441a-8263-d816368c84a1','IOT_PLATFORM_UPX_TEST',subscriptionId =~ '6a0ab98c-24d4-4131-8cd7-0a78bfce58f5','ITSM Integration - Production - New',subscriptionId =~ '13723929-6644-4060-a50a-cc38ebc5e8b1','LinuxMdsd Test',subscriptionId =~ '98b02a69-28a5-4ee7-a622-cd69c7a59c4e','Marvel Intelligence Model Training Subscription',subscriptionId =~ '1278a874-89fc-418c-b6b9-ac763b000415','Microsoft Azure Internal Consumption (nbrady)',subscriptionId =~ '29de2cfc-f00a-43bb-bdc8-3108795bd282','MSFT-Modern Device-Modern Mgmt-Imaging00',subscriptionId =~ '54b875cc-a81a-4914-8bfd-1a36bc7ddf4d','MSFT-WindowsVirtualDesktop-01',subscriptionId =~ '4dc2cd39-7a89-43d8-bebe-8bb501359891','Observability_AzMon_Grafana_Dev',subscriptionId =~ 'a471d615-ff98-4e80-b375-a19543d4691e','ODC-OneBox-Resources',subscriptionId =~ '1163fbbe-27e7-4b0f-8466-195fe5417043','Python_AI_Tools_PM_Team_Sub (jbinder)',subscriptionId =~ '3905431d-c062-4c17-8fd9-c51f89f334c4','Pytorch Build',subscriptionId =~ '3f577935-3138-4d07-86b3-75651b696483','Responsible & OpenAi Research',subscriptionId =~ '0f301386-8979-4981-acca-973d553078e7','Scope Team Test Subscription',subscriptionId =~ '1b0a5c20-7373-41a2-8fec-7364cceb7bbf','Services Hub Demo Open',subscriptionId =~ 'e72e5254-f265-4e95-9bd2-9ee8e7329051','Speech Services - DEV - SDK (carbon)',subscriptionId =~ 'a1c3dc6b-8630-4bb7-a29e-4ed4407c329b','Speech Services - EXP2',subscriptionId =~ '736af2bf-9fcb-4145-a19b-5b30b2b8949d','Trey International UK',subscriptionId =~ '51f73f67-1f29-4120-863e-dd315f743fc1','Trey Partner Lab 2',subscriptionId =~ '9ec51cfd-5ca7-4d76-8101-dd0a4abc5674','Trey Research Corporate',subscriptionId =~ '73c0021f-a37d-433f-8baa-7450cb54eea6','Trey Research Finance',subscriptionId =~ 'ed570627-0265-4620-bb42-bae06bcfa914','Trey Research IT',subscriptionId =~ '64e355d7-997c-491d-b0c1-8414dccfcf42','Trey Research R&D Playground',subscriptionId =~ '586f1d47-9dd9-43d5-b196-6e28f8405ff8','Trey Research R&D Production',subscriptionId =~ '9ec1d932-0f3f-486c-acc6-e7d78b358f9b','TScience',subscriptionId =~ '79f57c16-00fe-48da-87d4-5192e86cd047','TScienceGPU',subscriptionId =~ 'bac044cf-49e1-4843-8dda-1ce9662606c8','UI Fabric',subscriptionId =~ '6760347d-9ffe-41a9-ba11-c139dcea5ce6','xt-teams-migration-dev',subscriptionId =~ '45f9252d-e27e-4ed8-ab4e-dc5054de13fa','Contoso IT - Retail - Prod',subscriptionId)\r\n| where (type !~ ('dell.storage/filesystems'))\r\n| where (type !~ ('arizeai.observabilityeval/organizations'))\r\n| where (type !~ ('lambdatest.hyperexecute/organizations'))\r\n| where (type !~ ('pinecone.vectordb/organizations'))\r\n| where (type !~ ('microsoft.weightsandbiases/instances'))\r\n| where (type !~ ('purestorage.block/storagepools/avsstoragecontainers'))\r\n| where (type !~ ('purestorage.block/reservations'))\r\n| where (type !~ ('purestorage.block/storagepools'))\r\n| where (type !~ ('solarwinds.observability/organizations'))\r\n| where (type !~ ('splitio.experimentation/experimentationworkspaces'))\r\n| where (type !~ ('microsoft.agfoodplatform/farmbeats'))\r\n| where (type !~ ('microsoft.appsecurity/policies'))\r\n| where (type !~ ('microsoft.arc/all'))\r\n| where (type !~ ('microsoft.arc/allfairfax'))\r\n| where (type !~ ('microsoft.cdn/profiles/customdomains'))\r\n| where (type !~ ('microsoft.cdn/profiles/afdendpoints'))\r\n| where (type !~ ('microsoft.cdn/profiles/origingroups/origins'))\r\n| where (type !~ ('microsoft.cdn/profiles/origingroups'))\r\n| where (type !~ ('microsoft.cdn/profiles/afdendpoints/routes'))\r\n| where (type !~ ('microsoft.cdn/profiles/rulesets/rules'))\r\n| where (type !~ ('microsoft.cdn/profiles/rulesets'))\r\n| where (type !~ ('microsoft.cdn/profiles/secrets'))\r\n| where (type !~ ('microsoft.cdn/profiles/securitypolicies'))\r\n| where (type !~ ('microsoft.chaos/privateaccesses'))\r\n| where (type !~ ('microsoft.sovereign/transparencylogs'))\r\n| where (type !~ ('microsoft.sovereign/landingzoneconfigurations'))\r\n| where (type !~ ('microsoft.hardwaresecuritymodules/cloudhsmclusters'))\r\n| where (type !~ ('microsoft.compute/computefleetinstances'))\r\n| where (type !~ ('microsoft.compute/standbypoolinstance'))\r\n| where (type !~ ('microsoft.compute/virtualmachineflexinstances'))\r\n| where (type !~ ('microsoft.kubernetesconfiguration/extensions'))\r\n| where (type !~ ('microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/extensions'))\r\n| where (type !~ ('microsoft.kubernetes/connectedclusters/microsoft.kubernetesconfiguration/namespaces'))\r\n| where (type !~ ('microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/namespaces'))\r\n| where (type !~ ('microsoft.kubernetes/connectedclusters/microsoft.kubernetesconfiguration/fluxconfigurations'))\r\n| where (type !~ ('microsoft.containerservice/managedclusters/microsoft.kubernetesconfiguration/fluxconfigurations'))\r\n| where (type !~ ('microsoft.portalservices/extensions/deployments'))\r\n| where (type !~ ('microsoft.portalservices/extensions'))\r\n| where (type !~ ('microsoft.portalservices/extensions/slots'))\r\n| where (type !~ ('microsoft.portalservices/extensions/versions'))\r\n| where (type !~ ('microsoft.datacollaboration/workspaces'))\r\n| where (type !~ ('microsoft.deviceregistry/devices'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/activedeployments'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/agents'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/deployments'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/deviceclasses'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts/updates'))\r\n| where (type !~ ('microsoft.deviceupdate/updateaccounts'))\r\n| where (type !~ ('private.devtunnels/tunnelplans'))\r\n| where (type !~ ('private.easm/workspaces'))\r\n| where (type !~ ('microsoft.edgeorder/virtual_orderitems'))\r\n| where (type !~ ('microsoft.workloads/epicvirtualinstances'))\r\n| where (type !~ ('microsoft.fairfieldgardens/provisioningresources/provisioningpolicies'))\r\n| where (type !~ ('microsoft.fairfieldgardens/provisioningresources'))\r\n| where (type !~ ('microsoft.healthmodel/healthmodels'))\r\n| where (type !~ ('microsoft.hybridcompute/arcserverwithwac'))\r\n| where (type !~ ('microsoft.hybridcompute/machinessovereign'))\r\n| where (type !~ ('microsoft.hybridcompute/machinesesu'))\r\n| where (type !~ ('microsoft.hybridcompute/machinespaygo'))\r\n| where (type !~ ('microsoft.hybridcompute/machinessoftwareassurance'))\r\n| where (type !~ ('microsoft.network/virtualhubs')) or ((kind =~ ('routeserver')))\r\n| where (type !~ ('microsoft.network/networkvirtualappliances'))\r\n| where (type !~ ('microsoft.devhub/iacprofiles'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/files'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/filerequests'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/licenses'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/connectors'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/sharedstorages'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/storages'))\r\n| where (type !~ ('microsoft.modsimworkbench/workbenches/chambers/workloads'))\r\n| where (type !~ ('microsoft.insights/diagnosticsettings'))\r\n| where not((type =~ ('microsoft.network/serviceendpointpolicies')) and ((kind =~ ('internal'))))\r\n| where (type !~ ('microsoft.resources/resourcegraphvisualizer'))\r\n| where (type !~ ('microsoft.iotoperationsmq/mq'))\r\n| where (type !~ ('microsoft.orbital/cloudaccessrouters'))\r\n| where (type !~ ('microsoft.orbital/terminals'))\r\n| where (type !~ ('microsoft.orbital/sdwancontrollers'))\r\n| where (type !~ ('microsoft.orbital/geocatalogs'))\r\n| where (type !~ ('microsoft.recommendationsservice/accounts/modeling'))\r\n| where (type !~ ('microsoft.recommendationsservice/accounts/serviceendpoints'))\r\n| where (type !~ ('microsoft.recoveryservicesbvtd/vaults'))\r\n| where (type !~ ('microsoft.recoveryservicesbvtd2/vaults'))\r\n| where (type !~ ('microsoft.recoveryservicesintd/vaults'))\r\n| where (type !~ ('microsoft.recoveryservicesintd2/vaults'))\r\n| where (type !~ ('microsoft.resources/deletedresources'))\r\n| where (type !~ ('microsoft.deploymentmanager/rollouts'))\r\n| where (type !~ ('microsoft.features/featureprovidernamespaces/featureconfigurations'))\r\n| where (type !~ ('microsoft.saashub/cloudservices/hidden'))\r\n| where (type !~ ('microsoft.providerhub/providerregistrations'))\r\n| where (type !~ ('microsoft.providerhub/providerregistrations/customrollouts'))\r\n| where (type !~ ('microsoft.providerhub/providerregistrations/defaultrollouts'))\r\n| where (type !~ ('microsoft.edge/configurations'))\r\n| where not((type =~ ('microsoft.synapse/workspaces/sqlpools')) and ((kind =~ ('v3'))))\r\n| where (type !~ ('microsoft.mission/approvals'))\r\n| where (type !~ ('microsoft.mission/catalogs'))\r\n| where (type !~ ('microsoft.mission/communities'))\r\n| where (type !~ ('microsoft.mission/communities/communityendpoints'))\r\n| where (type !~ ('microsoft.mission/enclaveconnections'))\r\n| where (type !~ ('microsoft.mission/virtualenclaves/enclaveendpoints'))\r\n| where (type !~ ('microsoft.mission/communities/transithubs'))\r\n| where (type !~ ('microsoft.mission/virtualenclaves'))\r\n| where (type !~ ('microsoft.mission/virtualenclaves/workloads'))\r\n| where (type !~ ('microsoft.workloads/insights'))\r\n| where (type !~ ('microsoft.hanaonazure/sapmonitors'))\r\n| where (type !~ ('microsoft.cloudhealth/healthmodels'))\r\n| where (type !~ ('microsoft.connectedcache/enterprisemcccustomers/enterprisemcccachenodes'))\r\n| where not((type =~ ('microsoft.sql/servers/databases')) and ((kind in~ ('system','v2.0,system','v12.0,system','v12.0,system,serverless','v12.0,user,datawarehouse,gen2,analytics'))))\r\n| where not((type =~ ('microsoft.sql/servers')) and ((kind =~ ('v12.0,analytics'))))\r\n| project name,sku,totalCores,coreType,status,statusIcon,resources,id,resourceGroup,subscriptionDisplayName,type,kind,location,subscriptionId,tags\r\n| sort by (tolower(tostring(name))) asc", + "size": 0, + "title": "Eligible licenses", + "noDataMessage": "There are no eligible licenses.", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ] + }, + "conditionalVisibility": { + "parameterName": "eligibleLicenses", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "arclicenses" + } + ] + }, + "conditionalVisibility": { + "parameterName": "eligibleLicenses", + "comparison": "isEqualTo", + "value": "Yes" + }, + "name": "group-eligibleLicenses" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "arcAHB" + }, + "name": "group-ahbArc" + } + ] + }, + "conditionalVisibility": { + "parameterName": "SelectedSubTab", + "comparison": "isEqualTo", + "value": "arc" + }, + "name": "Arc" + }, + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "title": "Virtual Machines", + "loadType": "always", + "items": [ + { + "type": 12, + "content": { + "version": "NotebookGroup/1.0", + "groupType": "editable", + "loadType": "always", + "items": [ + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\" | extend SubscriptionName=name \r\n| join (\r\nresources \r\n| where resourceGroup in ({ResourceGroup})\r\n| where type =~ 'microsoft.compute/virtualmachines' or type =~ 'microsoft.compute/virtualMachineScaleSets'\r\n| where tostring(properties.storageProfile.imageReference.publisher ) == \"MicrosoftWindowsServer\" or tostring(properties.virtualMachineProfile.storageProfile.osDisk.osType) == 'Windows' or tostring(properties.storageProfile.imageReference.publisher ) == \"microsoftsqlserver\"\r\n| extend OS=properties.storageProfile.imageReference.id \r\n| where isnull(OS)\r\n| where tostring(properties.['licenseType']) !has 'Windows' and tostring(properties.virtualMachineProfile.['licenseType']) != 'Windows_Server'\r\n| extend WindowsId=id, VMIDFull=id, VMName=name, VMLocation=location, VMRG=resourceGroup, OSType=tostring(properties.storageProfile.imageReference.offer), OsVersion = tostring(properties.storageProfile.imageReference.sku), VMSize=tostring (properties.hardwareProfile.vmSize), LicenseType = tostring(properties.['licenseType']), VMSSize=tostring(sku.name), QuickFix=id\r\n ) on subscriptionId \r\n| order by type asc \r\n| project WindowsId,VMName,VMRG,VMSize, VMSSize, VMLocation,OSType, OsVersion,LicenseType, subscriptionId, QuickFix, VMIDFull\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), WindowsId=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct WindowsId\r\n )\r\n on WindowsId", + "size": 0, + "title": "AHB Disabled", + "noDataMessage": "All of your VMs have AHB enabled.", + "noDataMessageStyle": 3, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "AlwaysHidden", + "comparison": "isEqualTo", + "value": "true" + }, + "name": "AHB Disabled" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\" | extend SubscriptionName=name \r\n| join (\r\nresources \r\n| where resourceGroup in ({ResourceGroup})\r\n| where type =~ 'microsoft.compute/virtualmachines'\r\n| where tostring(properties.storageProfile.imageReference.publisher ) == \"MicrosoftWindowsServer\" or tostring(properties.virtualMachineProfile.storageProfile.osDisk.osType) == 'Windows' or tostring(properties.storageProfile.imageReference.publisher ) == \"microsoftsqlserver\"\r\n| extend OS=properties.storageProfile.imageReference.id \r\n| where isnull(OS)\r\n| where tostring(properties.['licenseType']) has \"Windows\"\r\n| extend WindowsId=id, VMName=name, VMLocation=location, VMRG=resourceGroup, OSType=tostring(properties.storageProfile.imageReference.offer), OsVersion = tostring(properties.storageProfile.imageReference.sku), VMSize=tostring (properties.hardwareProfile.vmSize), LicenseType = tostring(properties.['licenseType']), VMSSize=tostring(sku.name)\r\n) on subscriptionId \r\n| order by type asc \r\n| project WindowsId,VMName,VMRG,VMSize, VMSSize, VMLocation,OSType, OsVersion,LicenseType, subscriptionId\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), WindowsId=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct WindowsId\r\n )\r\n on WindowsId", + "size": 0, + "title": "AHB Enabled", + "noDataMessage": "None of your VMs have AHB enabled.", + "noDataMessageStyle": 4, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "gridSettings": { + "formatters": [ + { + "columnMatch": "VMRG", + "formatter": 0, + "tooltipFormat": { + "tooltip": "test" + } + }, + { + "columnMatch": "subscriptionId", + "formatter": 15, + "formatOptions": { + "linkTarget": null, + "showIcon": true + } + } + ] + } + }, + "conditionalVisibility": { + "parameterName": "AlwaysHidden", + "comparison": "isEqualTo", + "value": "true" + }, + "name": "WindowsAHBEnabled" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "resourcechanges\r\n| where properties.changeType == \"Update\" and properties.targetResourceType == \"microsoft.compute/virtualmachines\"\r\n| mv-expand changes = properties.changes\r\n| mv-expand LicenseChanges=changes.['properties.licenseType']\r\n| extend WindowsId=id\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), WindowsId=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct WindowsId\r\n )\r\n on WindowsId\r\n| where isnotnull(LicenseChanges)\r\n| where tostring(LicenseChanges.newValue) has \"Windows\"\r\n| project VMID=properties.targetResourceId, NewLicense=tostring(LicenseChanges.newValue), DateofChange=todatetime(properties.changeAttributes.timestamp)\r\n", + "size": 0, + "title": "VM Latest Change Last 7 days", + "noDataMessage": "AHB was not enabled in the last 7 days.", + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ] + }, + "conditionalVisibility": { + "parameterName": "AlwaysHidden", + "comparison": "isEqualTo", + "value": "true" + }, + "name": "VM Latest Change Last 7 days" + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "{\"version\":\"ARMEndpoint/1.0\",\"data\":null,\"headers\":[],\"method\":\"GET\",\"path\":\"/subscriptions/{SingleSubHidden}/providers/Microsoft.Compute/skus?$filter=location eq '{Location}'\",\"urlParams\":[{\"key\":\"api-version\",\"value\":\"2021-07-01\"}],\"batchDisabled\":false,\"transformers\":[{\"type\":\"jsonpath\",\"settings\":{\"tablePath\":\"$.*[?(@.resourceType=='virtualMachines')]\",\"columns\":[{\"path\":\"name\",\"columnid\":\"Name\"},{\"path\":\"capabilities[?(@.name=='vCPUs')].value\",\"columnid\":\"vCPUs\"},{\"path\":\"capabilities[?(@.name=='MemoryGB')].value\",\"columnid\":\"MemoryGB\"},{\"path\":\"capabilities[?(@.name=='MaxNetworkInterfaces')].value\",\"columnid\":\"MaxNetworkInterfaces\"},{\"path\":\"capabilities[?(@.name=='HyperVGenerations')].value\",\"columnid\":\"HyperVGenerations\"},{\"path\":\"capabilities[?(@.name=='vCPUsPerCore')].value\",\"columnid\":\"vCPUsPerCore\"}]}}]}", + "size": 0, + "title": "Get VM vCPU", + "exportParameterName": "ResourceSKU", + "showExportToExcel": true, + "queryType": 12, + "gridSettings": { + "rowLimit": 5000 + } + }, + "conditionalVisibility": { + "parameterName": "AlwaysHidden", + "comparison": "isEqualTo", + "value": "true" + }, + "name": "query - Get VM vCPU" + }, + { + "type": 1, + "content": { + "json": "## Windows Azure Hybrid Benefit (AHB) Overview" + }, + "name": "AHB Overview" + }, + { + "type": 1, + "content": { + "json": "Each two-processor license or each set of 16-core licenses, either Datacenter or Standard editions, are entitled to two instances of up to 8 cores, or one instance of up to 16 cores.\r\n\r\nThe virtual machines (VMs) with less than 8 cores are categorized as **Low Priority**, while those with 8 or more cores are classified as **High Priority**. In situations where there are insufficient Azure Hybrid benefit licenses to cover all the VMs in the environment, it is recommended to prioritize the High Priority VMs.", + "style": "info" + }, + "name": "NUmber of Processors", + "styleSettings": { + "margin": "10px", + "showBorder": true + } + }, + { + "type": 3, + "content": { + "version": "KqlItem/1.0", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\" | extend SubscriptionName=name \r\n| join (\r\nresources \r\n| where resourceGroup in ({ResourceGroup})\r\n| where type =~ 'microsoft.compute/virtualmachines'\r\n| where tostring(properties.storageProfile.imageReference.publisher ) == \"MicrosoftWindowsServer\" or tostring(properties.virtualMachineProfile.storageProfile.osDisk.osType) == 'Windows' or tostring(properties.storageProfile.imageReference.publisher ) == \"microsoftsqlserver\"\r\n| extend OS=properties.storageProfile.imageReference.id \r\n| where isnull(OS)\r\n| extend WindowsId=id\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), WindowsId=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct WindowsId\r\n )\r\n on WindowsId\r\n| extend LicenseType = tostring(properties.['licenseType'])\r\n| extend CheckAHBWindows = case(\r\n type == 'microsoft.compute/virtualmachines' or type =~ 'microsoft.compute/virtualMachineScaleSets', iif((properties.['licenseType'])\r\n !has 'Windows' and (properties.virtualMachineProfile.['licenseType']) !has 'Windows' , \"AHB Not Enabled\", \"AHB Enabled\"),\r\n \"Not Windows\"\r\n )\r\n) on subscriptionId \r\n| summarize count() by SubscriptionName, CheckAHBWindows\r\n", + "size": 0, + "title": "Summary of Windows VMs with or without AHB per Subscription", + "showRefreshButton": true, + "showExportToExcel": true, + "queryType": 1, + "resourceType": "microsoft.resourcegraph/resources", + "crossComponentResources": [ + "{Subscription}" + ], + "visualization": "table", + "gridSettings": { + "sortBy": [ + { + "itemKey": "SubscriptionName", + "sortOrder": 1 + } + ], + "labelSettings": [ + { + "columnId": "SubscriptionName", + "label": "Subscription Name" + }, + { + "columnId": "CheckAHBWindows", + "label": "Is AHB enabled?" + }, + { + "columnId": "count_", + "label": "Number of resources" + } + ] }, "sortBy": [ { @@ -6830,7 +7911,7 @@ "type": 3, "content": { "version": "KqlItem/1.0", - "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\" | extend SubscriptionName=name \r\n| join (\r\nresources \r\n| where resourceGroup in ({ResourceGroup})\r\n| where type =~ 'microsoft.compute/virtualmachines'\r\n| where tostring(properties.storageProfile.osDisk.osType) == 'Windows'\r\n| extend WindowsId=id\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), WindowsId=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct WindowsId\r\n )\r\n on WindowsId\r\n| extend LicenseType = tostring(properties.['licenseType'])\r\n| extend CheckAHBWindows = case(\r\n type == 'microsoft.compute/virtualmachines' or type =~ 'microsoft.compute/virtualMachineScaleSets', iif((properties.['licenseType'])\r\n !has 'Windows' and (properties.virtualMachineProfile.['licenseType']) !has 'Windows' , \"AHB Not Enabled\", \"AHB Enabled\"),\r\n \"Not Windows\"\r\n )\r\n) on subscriptionId \r\n| summarize count() by CheckAHBWindows", + "query": "ResourceContainers | where type =~ 'Microsoft.Resources/subscriptions' | where tostring (properties.subscriptionPolicies.quotaId) !has \"MSDNDevTest_2014-09-01\" | extend SubscriptionName=name \r\n| join (\r\nresources \r\n| where resourceGroup in ({ResourceGroup})\r\n| where tostring(properties.storageProfile.imageReference.publisher ) == \"MicrosoftWindowsServer\" or tostring(properties.virtualMachineProfile.storageProfile.osDisk.osType) == 'Windows' or tostring(properties.storageProfile.imageReference.publisher ) == \"microsoftsqlserver\"\r\n| where tostring(properties.storageProfile.osDisk.osType) == 'Windows'\r\n| extend OS=properties.storageProfile.imageReference.id \r\n| where isnull(OS)\r\n| extend WindowsId=id\r\n| join kind = innerunique(\r\n resources\r\n | extend replaced_tags = replace('{}', 'null', tostring(tags))\r\n | extend replaced_tags = parse_json(replaced_tags)\r\n | mv-expand replaced_tags\r\n | extend tagName = tostring(bag_keys(replaced_tags)[0])\r\n | extend tagValue = tostring(replaced_tags['{TagName}']), WindowsId=id\r\n | where tagName has '{TagName}' and tagValue has '{TagValue}'\r\n | distinct WindowsId\r\n )\r\n on WindowsId\r\n| extend LicenseType = tostring(properties.['licenseType'])\r\n| extend CheckAHBWindows = case(\r\n type == 'microsoft.compute/virtualmachines' or type =~ 'microsoft.compute/virtualMachineScaleSets', iif((properties.['licenseType'])\r\n !has 'Windows' and (properties.virtualMachineProfile.['licenseType']) !has 'Windows' , \"AHB Not Enabled\", \"AHB Enabled\"),\r\n \"Not Windows\"\r\n )\r\n) on subscriptionId \r\n| summarize count() by CheckAHBWindows", "size": 0, "title": "Summary of Windows VMs with or without AHB", "showRefreshButton": true, @@ -7035,8 +8116,7 @@ "jsonData": "[\r\n {\"value\":\"Yes\"},\r\n {\"value\":\"No\", \"selected\":true}\r\n]\r\n\r\n", "timeContext": { "durationMs": 86400000 - }, - "value": "Yes" + } }, { "id": "f1ac5e53-253c-4afb-8bc5-b1ba2efea3eb", @@ -7049,8 +8129,7 @@ "additionalResourceOptions": [], "showDefault": false }, - "jsonData": "[\r\n {\"value\":\"Yes\"},\r\n {\"value\":\"No\", \"selected\":true}\r\n]\r\n\r\n", - "value": "Yes" + "jsonData": "[\r\n {\"value\":\"Yes\"},\r\n {\"value\":\"No\", \"selected\":true}\r\n]\r\n\r\n" }, { "id": "20a00706-a89b-42aa-8dea-9c44c93e8014", @@ -11385,7 +12464,7 @@ "workbookJson": "[string(variables('$fxv#0'))]", "workbookId": "0b2", "telemetryId": "[format('00f120b5-2007-6120-0000-{0}30126b006', variables('workbookId'))]", - "finOpsToolkitVersion": "0.7", + "finOpsToolkitVersion": "0.8", "resourceTags": "[if(contains(parameters('tags'), 'ftk-tool'), parameters('tags'), union(parameters('tags'), createObject('ftk-version', variables('finOpsToolkitVersion'), 'ftk-tool', format('{0} workbook', parameters('displayName')))))]" }, "resources": [ diff --git a/package-lock.json b/package-lock.json index 5b4abe23a..68f010699 100644 --- a/package-lock.json +++ b/package-lock.json @@ -1,12 +1,12 @@ { "name": "ftk", - "version": "0.8.0-dev", + "version": "0.8.0", "lockfileVersion": 2, "requires": true, "packages": { "": { "name": "ftk", - "version": "0.8.0-dev", + "version": "0.8.0", "license": "MIT", "devDependencies": { "all-contributors-cli": "^6.26.1" diff --git a/package.json b/package.json index fb1312cbe..d33825063 100644 --- a/package.json +++ b/package.json @@ -1,6 +1,6 @@ { "name": "ftk", - "version": "0.8.0-dev", + "version": "0.8.0", "description": "Starter kits, scripts, and advanced solutions to accelerate your FinOps journey in the Microsoft Cloud.", "main": "index.js", "directories": { diff --git a/src/optimization-engine/ftkver.txt b/src/optimization-engine/ftkver.txt index 12f2e5f06..ce609caf8 100644 --- a/src/optimization-engine/ftkver.txt +++ b/src/optimization-engine/ftkver.txt @@ -1 +1 @@ -0.8-dev \ No newline at end of file +0.8 \ No newline at end of file diff --git a/src/power-bi/kql/CostSummary.Report/report.json b/src/power-bi/kql/CostSummary.Report/report.json index 6b3a8aba0..a309680f2 100644 --- a/src/power-bi/kql/CostSummary.Report/report.json +++ b/src/power-bi/kql/CostSummary.Report/report.json @@ -116,3998 +116,3998 @@ "displayName": "Tags example", "displayOption": 1, "filters": "[]", - 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We're here to help!\",\"textStyle\":{\"fontSize\":\"13.3333px\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"Please note Microsoft Support does not handle support requests for FinOps toolkit. However, the underlying products sued by tools in the toolkit are officially supported. Use the following steps if you run into an issue:\",\"textStyle\":{\"fontSize\":\"13.3333px\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"Before you begin\",\"textStyle\":{\"fontWeight\":\"bold\",\"fontSize\":\"14pt\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"If you aren't seeing data after connecting and syncing successfully, try the following troubleshooting steps:\"}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"Clear all filters (see the button below).\"}],\"listType\":\"bullet\"},{\"textRuns\":[{\"value\":\"Clear \"},{\"value\":\"RangeStart, RangeEnd, Number of Months date \",\"textStyle\":{\"fontSize\":\"12px\"}},{\"value\":\"parameters and refresh data.\"}],\"listType\":\"bullet\"},{\"textRuns\":[{\"value\":\"Confirm data is loading by navigating to Home > Transform Data > Queries > Costs.\"}],\"listType\":\"bullet\"},{\"textRuns\":[{\"value\":\"If data is in this view, then there is a filter causing the data to not render in the report.\"}],\"listType\":\"bullet\"},{\"textRuns\":[{\"value\":\"If using raw exports (not FinOps hubs):\"}],\"listType\":\"bullet\"},{\"textRuns\":[{\"value\":\"Confirm there are CSV or parquet files in the specified storage path.\"}],\"listType\":\"ordered\",\"indent\":1},{\"textRuns\":[{\"value\":\"If not, confirm Cost Management exports were configured correctly, have no failures, and run them again.\"}],\"listType\":\"ordered\",\"indent\":1},{\"textRuns\":[{\"value\":\"If using FinOps hubs:\"}],\"listType\":\"bullet\"},{\"textRuns\":[{\"value\":\"Confirm there are parquet files in the ingestion container in the storage account.\"}],\"listType\":\"ordered\",\"indent\":1},{\"textRuns\":[{\"value\":\"If not, check for CSV or parquet files in the msexports container.\"}],\"listType\":\"ordered\",\"indent\":1},{\"textRuns\":[{\"value\":\"If not, confirm Cost Management exports were configured correctly, have no failed runs, and run them again.\"}],\"listType\":\"ordered\",\"indent\":1},{\"textRuns\":[{\"value\":\"If data is in msexports, check the Data Factory triggers to confirm they are all started. You may need to register the Microsoft.EventGrid resource provider, restart the triggers, then re-run the exports (or manually retry the failed pipeline runs).\"}],\"listType\":\"ordered\",\"indent\":1},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"This is a condensed version of the troubleshooting guide. If these did not help, continue with the list below and run through the full troubleshooting guide, if needed.\"}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"1. Report security issues securely\",\"textStyle\":{\"fontWeight\":\"bold\",\"fontSize\":\"14pt\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"If you believe you've found a security vulnerability, refer to \",\"textStyle\":{\"fontSize\":\"13.3333px\"}},{\"value\":\"Reporting security issues\",\"textStyle\":{\"fontSize\":\"13.3333px\"},\"url\":\"https://github.com/microsoft/finops-toolkit/blob/dev/SECURITY.md\"},{\"value\":\". \",\"textStyle\":{\"fontSize\":\"13.3333px\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"2. Confirm all setup instructions were completed in order\",\"textStyle\":{\"fontWeight\":\"bold\",\"fontSize\":\"14pt\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"9 out of 10 issues are due to missing steps. Please review and follow the instructions carefully. For this report, close this dialog and select the \",\"textStyle\":{\"fontSize\":\"13.3333px\"}},{\"value\":\"Connect your data\",\"textStyle\":{\"fontWeight\":\"bold\",\"fontSize\":\"13.3333px\"}},{\"value\":\" button.\",\"textStyle\":{\"fontSize\":\"13.3333px\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"3. Walk through the troubleshooting guide\",\"textStyle\":{\"fontWeight\":\"bold\",\"fontSize\":\"14pt\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"The most common issues and their solutions are documented and should be able to be resolved independently. If you have a specific error code, refer to \",\"textStyle\":{\"fontSize\":\"13.3333px\"}},{\"value\":\"Common errors\",\"textStyle\":{\"fontSize\":\"13.3333px\"},\"url\":\"https://learn.microsoft.com/cloud-computing/finops/toolkit/help/errors\"},{\"value\":\". 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Create support requests for product issues\",\"textStyle\":{\"fontWeight\":\"bold\",\"fontSize\":\"14pt\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"If the source of the issue is a managed product (including data from Cost Management), create a Microsoft support request for that specific product. Refer to the data dictionary to identify whether a specific column is sourced from Cost Management or is created or updated by the FinOps toolkit. If you're not sure about the source, ask in the \",\"textStyle\":{\"fontSize\":\"13.3333px\"}},{\"value\":\"discussion forum\",\"textStyle\":{\"fontSize\":\"13.3333px\"},\"url\":\"https://github.com/microsoft/finops-toolkit/discussions/categories/q-a\"},{\"value\":\".\",\"textStyle\":{\"fontSize\":\"13.3333px\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"6. Create an issue in GitHub\",\"textStyle\":{\"fontWeight\":\"bold\",\"fontSize\":\"14pt\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"Whether you submit a support request or not, we recommend \",\"textStyle\":{\"fontSize\":\"13.3333px\"}},{\"value\":\"creating an issue in GitHub\",\"textStyle\":{\"fontSize\":\"13.3333px\"},\"url\":\"https://aka.ms/ftk/ideas\"},{\"value\":\" to let us know about the problems you're facing. Even if the issue is a product bug, we would like to document it to help others.\",\"textStyle\":{\"fontSize\":\"13.3333px\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"We try to respond to issues and discussions within two business days but there can sometimes be unanticipated delays. If you completed all of the preceding steps and the issue wasn't resolved within a week, we should set up a Teams call for you. 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"height": 176.00, - "width": 272.00, - "x": 0.00, - "y": 0.00, - "z": 2000.00 + "height": 176.0, + "width": 272.0, + "x": 0.0, + "y": 0.0, + "z": 2000.0 }, { "config": "{\"name\":\"5f5c390598415307f15a\",\"layouts\":[{\"id\":0,\"position\":{\"x\":40,\"y\":96,\"z\":4000,\"width\":776,\"height\":384,\"tabOrder\":3000}}],\"singleVisual\":{\"visualType\":\"textbox\",\"drillFilterOtherVisuals\":true,\"objects\":{\"general\":[{\"properties\":{\"paragraphs\":[{\"textRuns\":[{\"value\":\"Sorry to hear that you're experiencing issues. We're here to help!\",\"textStyle\":{\"fontSize\":\"13.3333px\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"Please note Microsoft Support does not handle support requests for FinOps toolkit. However, the underlying products sued by tools in the toolkit are officially supported. Use the following steps if you run into an issue:\",\"textStyle\":{\"fontSize\":\"13.3333px\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"Before you begin\",\"textStyle\":{\"fontWeight\":\"bold\",\"fontSize\":\"14pt\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"If you aren't seeing data after connecting and syncing successfully, try the following troubleshooting steps:\"}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"Clear all filters (see the button below).\"}],\"listType\":\"bullet\"},{\"textRuns\":[{\"value\":\"Clear RangeStart, RangeEnd, Number of Months date parameters and refresh data.\"}],\"listType\":\"bullet\"},{\"textRuns\":[{\"value\":\"Confirm data is loading by navigating to Home > Transform Data > Queries > Costs.\"}],\"listType\":\"bullet\"},{\"textRuns\":[{\"value\":\"If data is in this view, then there is a filter causing the data to not render in the report.\"}],\"listType\":\"bullet\"},{\"textRuns\":[{\"value\":\"If using raw exports (not FinOps hubs):\"}],\"listType\":\"bullet\"},{\"textRuns\":[{\"value\":\"Confirm there are CSV or parquet files in the specified storage path.\"}],\"listType\":\"ordered\",\"indent\":1},{\"textRuns\":[{\"value\":\"If not, confirm Cost Management exports were configured correctly, have no failures, and run them again.\"}],\"listType\":\"ordered\",\"indent\":1},{\"textRuns\":[{\"value\":\"If using FinOps hubs:\"}],\"listType\":\"bullet\"},{\"textRuns\":[{\"value\":\"Confirm there are parquet files in the ingestion container in the storage account.\"}],\"listType\":\"ordered\",\"indent\":1},{\"textRuns\":[{\"value\":\"If not, check for CSV or parquet files in the msexports container.\"}],\"listType\":\"ordered\",\"indent\":1},{\"textRuns\":[{\"value\":\"If not, confirm Cost Management exports were configured correctly, have no failed runs, and run them again.\"}],\"listType\":\"ordered\",\"indent\":1},{\"textRuns\":[{\"value\":\"If data is in msexports, check the Data Factory triggers to confirm they are all started. You may need to register the Microsoft.EventGrid resource provider, restart the triggers, then re-run the exports (or manually retry the failed pipeline runs).\"}],\"listType\":\"ordered\",\"indent\":1},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"This is a condensed version of the troubleshooting guide. If these did not help, continue with the list below and run through the full troubleshooting guide, if needed.\"}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"1. Report security issues securely\",\"textStyle\":{\"fontWeight\":\"bold\",\"fontSize\":\"14pt\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"If you believe you've found a security vulnerability, refer to \",\"textStyle\":{\"fontSize\":\"13.3333px\"}},{\"value\":\"Reporting security issues\",\"textStyle\":{\"fontSize\":\"13.3333px\"},\"url\":\"https://github.com/microsoft/finops-toolkit/blob/dev/SECURITY.md\"},{\"value\":\". \",\"textStyle\":{\"fontSize\":\"13.3333px\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"2. Confirm all setup instructions were completed in order\",\"textStyle\":{\"fontWeight\":\"bold\",\"fontSize\":\"14pt\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"9 out of 10 issues are due to missing steps. Please review and follow the instructions carefully. For this report, close this dialog and select the \",\"textStyle\":{\"fontSize\":\"13.3333px\"}},{\"value\":\"Connect your data\",\"textStyle\":{\"fontWeight\":\"bold\",\"fontSize\":\"13.3333px\"}},{\"value\":\" button.\",\"textStyle\":{\"fontSize\":\"13.3333px\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"3. Walk through the troubleshooting guide\",\"textStyle\":{\"fontWeight\":\"bold\",\"fontSize\":\"14pt\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"The most common issues and their solutions are documented and should be able to be resolved independently. If you have a specific error code, refer to \",\"textStyle\":{\"fontSize\":\"13.3333px\"}},{\"value\":\"Common errors\",\"textStyle\":{\"fontSize\":\"13.3333px\"},\"url\":\"https://learn.microsoft.com/cloud-computing/finops/toolkit/help/errors\"},{\"value\":\". For a guided walk through, refer to the \",\"textStyle\":{\"fontSize\":\"13.3333px\"}},{\"value\":\"Troubleshooting guide\",\"textStyle\":{\"fontSize\":\"13.3333px\"},\"url\":\"https://learn.microsoft.com/cloud-computing/finops/toolkit/help/troubleshooting\"},{\"value\":\".\",\"textStyle\":{\"fontSize\":\"13.3333px\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"4. Identify the source of the issue\",\"textStyle\":{\"fontWeight\":\"bold\",\"fontSize\":\"14pt\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"For error message, what product is showing the error? Does the error refer to another product? For missing or incorrect data, is the data generated in a Power BI report or does it come directly from a product, like Cost Management?\",\"textStyle\":{\"fontSize\":\"13.3333px\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"5. Create support requests for product issues\",\"textStyle\":{\"fontWeight\":\"bold\",\"fontSize\":\"14pt\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"If the source of the issue is a managed product (including data from Cost Management), create a Microsoft support request for that specific product. Refer to the data dictionary to identify whether a specific column is sourced from Cost Management or is created or updated by the FinOps toolkit. If you're not sure about the source, ask in the \",\"textStyle\":{\"fontSize\":\"13.3333px\"}},{\"value\":\"discussion forum\",\"textStyle\":{\"fontSize\":\"13.3333px\"},\"url\":\"https://github.com/microsoft/finops-toolkit/discussions/categories/q-a\"},{\"value\":\".\",\"textStyle\":{\"fontSize\":\"13.3333px\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"6. Create an issue in GitHub\",\"textStyle\":{\"fontWeight\":\"bold\",\"fontSize\":\"14pt\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"Whether you submit a support request or not, we recommend \",\"textStyle\":{\"fontSize\":\"13.3333px\"}},{\"value\":\"creating an issue in GitHub\",\"textStyle\":{\"fontSize\":\"13.3333px\"},\"url\":\"https://aka.ms/ftk/ideas\"},{\"value\":\" to let us know about the problems you're facing. Even if the issue is a product bug, we would like to document it to help others.\",\"textStyle\":{\"fontSize\":\"13.3333px\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"We try to respond to issues and discussions within two business days but there can sometimes be unanticipated delays. If you completed all of the preceding steps and the issue wasn't resolved within a week, we should set up a Teams call for you. Then you can share your screen so we can troubleshoot the issue together.\"}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"\"}]}]}}]},\"vcObjects\":{\"title\":[{\"properties\":{\"text\":{\"expr\":{\"Literal\":{\"Value\":\"'Steps'\"}}}}}],\"visualHeader\":[{\"properties\":{\"show\":{\"expr\":{\"Literal\":{\"Value\":\"false\"}}}}}]}},\"parentGroupName\":\"f3f1baeac787248b3885\"}", "filters": "[]", - "height": 384.00, - "width": 776.00, - "x": 40.00, - "y": 96.00, - "z": 4000.00 + "height": 384.0, + "width": 776.0, + "x": 40.0, + "y": 96.0, + "z": 4000.0 }, { "config": "{\"name\":\"65d7024d0abb9cd8a0db\",\"layouts\":[{\"id\":0,\"position\":{\"height\":696,\"width\":80,\"x\":288,\"y\":0,\"z\":9000,\"tabOrder\":3000}}],\"singleVisual\":{\"visualType\":\"shape\",\"drillFilterOtherVisuals\":true,\"objects\":{\"shape\":[{\"properties\":{\"tileShape\":{\"expr\":{\"Literal\":{\"Value\":\"'rectangle'\"}}}}}],\"rotation\":[{\"properties\":{\"shapeAngle\":{\"expr\":{\"Literal\":{\"Value\":\"0L\"}}}}}],\"fill\":[{\"properties\":{\"fillColor\":{\"solid\":{\"color\":{\"expr\":{\"ThemeDataColor\":{\"ColorId\":8,\"Percent\":0}}}}},\"transparency\":{\"expr\":{\"Literal\":{\"Value\":\"80D\"}}}},\"selector\":{\"id\":\"default\"}}],\"outline\":[{\"properties\":{\"show\":{\"expr\":{\"Literal\":{\"Value\":\"false\"}}}}}]},\"vcObjects\":{\"title\":[{\"properties\":{\"text\":{\"expr\":{\"Literal\":{\"Value\":\"'Col 4'\"}}}}}]}},\"parentGroupName\":\"683307cfdf6c8e39a222\",\"howCreated\":\"InsertVisualButton\"}", "filters": "[]", - "height": 696.00, - "width": 80.00, - "x": 288.00, - "y": 0.00, - "z": 9000.00 + "height": 696.0, + "width": 80.0, + "x": 288.0, + "y": 0.0, + "z": 9000.0 }, { "config": "{\"name\":\"683307cfdf6c8e39a222\",\"layouts\":[{\"id\":0,\"position\":{\"height\":696,\"width\":1232,\"x\":24,\"y\":16,\"z\":0,\"tabOrder\":8000}}],\"singleVisualGroup\":{\"displayName\":\"Layout grid\",\"groupMode\":0,\"isHidden\":true}}", - "height": 696.00, - "width": 1232.00, - "x": 24.00, - "y": 16.00, - "z": 0.00 + "height": 696.0, + "width": 1232.0, + "x": 24.0, + "y": 16.0, + "z": 0.0 }, { "config": "{\"name\":\"6ee03f3167e7cf97c885\",\"layouts\":[{\"id\":0,\"position\":{\"height\":424,\"width\":776,\"x\":40,\"y\":96,\"z\":1000,\"tabOrder\":0}}],\"singleVisual\":{\"visualType\":\"textbox\",\"drillFilterOtherVisuals\":true,\"objects\":{\"general\":[{\"properties\":{\"paragraphs\":[{\"textRuns\":[{\"value\":\"FinOps toolkit reports include preconfigured visuals, but aren't connected to your data. This report uses FinOps hubs with Data Explorer for cost and also connects to the FinOps hubs storage account. If your data is in a storage account and not in Data Explorer, please \",\"textStyle\":{\"fontSize\":\"13.3333px\"}},{\"value\":\"download storage reports\",\"textStyle\":{\"fontSize\":\"13.3333px\",\"color\":\"#6f4bb2\"},\"url\":\"https://github.com/microsoft/finops-toolkit/releases/latest/download/PowerBI-storage.zip\"},{\"value\":\".\",\"textStyle\":{\"fontSize\":\"13.3333px\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"Use the following steps to connect them to your Data Explorer cluster and storage account:\",\"textStyle\":{\"fontSize\":\"13.3333px\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"1. 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We're here to help!\",\"textStyle\":{\"fontSize\":\"13.3333px\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"Please note Microsoft Support does not handle support requests for FinOps toolkit. However, the underlying products sued by tools in the toolkit are officially supported. Use the following steps if you run into an issue:\",\"textStyle\":{\"fontSize\":\"13.3333px\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"Before you begin\",\"textStyle\":{\"fontWeight\":\"bold\",\"fontSize\":\"14pt\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"If you aren't seeing data after connecting and syncing successfully, try the following troubleshooting steps:\"}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"Clear all filters (see the button below).\"}],\"listType\":\"bullet\"},{\"textRuns\":[{\"value\":\"Clear RangeStart, RangeEnd, Number of Months date parameters and refresh data.\"}],\"listType\":\"bullet\"},{\"textRuns\":[{\"value\":\"Confirm data is loading by navigating to Home > Transform Data > Queries > Costs.\"}],\"listType\":\"bullet\"},{\"textRuns\":[{\"value\":\"If data is in this view, then there is a filter causing the data to not render in the report.\"}],\"listType\":\"bullet\"},{\"textRuns\":[{\"value\":\"If using raw exports (not FinOps hubs):\"}],\"listType\":\"bullet\"},{\"textRuns\":[{\"value\":\"Confirm there are CSV or parquet files in the specified storage path.\"}],\"listType\":\"ordered\",\"indent\":1},{\"textRuns\":[{\"value\":\"If not, confirm Cost Management exports were configured correctly, have no failures, and run them again.\"}],\"listType\":\"ordered\",\"indent\":1},{\"textRuns\":[{\"value\":\"If using FinOps hubs:\"}],\"listType\":\"bullet\"},{\"textRuns\":[{\"value\":\"Confirm there are parquet files in the ingestion container in the storage account.\"}],\"listType\":\"ordered\",\"indent\":1},{\"textRuns\":[{\"value\":\"If not, check for CSV or parquet files in the msexports container.\"}],\"listType\":\"ordered\",\"indent\":1},{\"textRuns\":[{\"value\":\"If not, confirm Cost Management exports were configured correctly, have no failed runs, and run them again.\"}],\"listType\":\"ordered\",\"indent\":1},{\"textRuns\":[{\"value\":\"If data is in msexports, check the Data Factory triggers to confirm they are all started. You may need to register the Microsoft.EventGrid resource provider, restart the triggers, then re-run the exports (or manually retry the failed pipeline runs).\"}],\"listType\":\"ordered\",\"indent\":1},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"This is a condensed version of the troubleshooting guide. If these did not help, continue with the list below and run through the full troubleshooting guide, if needed.\"}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"1. Report security issues securely\",\"textStyle\":{\"fontWeight\":\"bold\",\"fontSize\":\"14pt\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"If you believe you've found a security vulnerability, refer to \",\"textStyle\":{\"fontSize\":\"13.3333px\"}},{\"value\":\"Reporting security issues\",\"textStyle\":{\"fontSize\":\"13.3333px\"},\"url\":\"https://github.com/microsoft/finops-toolkit/blob/dev/SECURITY.md\"},{\"value\":\". \",\"textStyle\":{\"fontSize\":\"13.3333px\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"2. Confirm all setup instructions were completed in order\",\"textStyle\":{\"fontWeight\":\"bold\",\"fontSize\":\"14pt\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"9 out of 10 issues are due to missing steps. Please review and follow the instructions carefully. For this report, close this dialog and select the \",\"textStyle\":{\"fontSize\":\"13.3333px\"}},{\"value\":\"Connect your data\",\"textStyle\":{\"fontWeight\":\"bold\",\"fontSize\":\"13.3333px\"}},{\"value\":\" button.\",\"textStyle\":{\"fontSize\":\"13.3333px\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"3. Walk through the troubleshooting guide\",\"textStyle\":{\"fontWeight\":\"bold\",\"fontSize\":\"14pt\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"The most common issues and their solutions are documented and should be able to be resolved independently. If you have a specific error code, refer to \",\"textStyle\":{\"fontSize\":\"13.3333px\"}},{\"value\":\"Common errors\",\"textStyle\":{\"fontSize\":\"13.3333px\"},\"url\":\"https://learn.microsoft.com/cloud-computing/finops/toolkit/help/errors\"},{\"value\":\". For a guided walk through, refer to the \",\"textStyle\":{\"fontSize\":\"13.3333px\"}},{\"value\":\"Troubleshooting guide\",\"textStyle\":{\"fontSize\":\"13.3333px\"},\"url\":\"https://learn.microsoft.com/cloud-computing/finops/toolkit/help/troubleshooting\"},{\"value\":\".\",\"textStyle\":{\"fontSize\":\"13.3333px\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"4. Identify the source of the issue\",\"textStyle\":{\"fontWeight\":\"bold\",\"fontSize\":\"14pt\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"For error message, what product is showing the error? Does the error refer to another product? For missing or incorrect data, is the data generated in a Power BI report or does it come directly from a product, like Cost Management?\",\"textStyle\":{\"fontSize\":\"13.3333px\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"5. Create support requests for product issues\",\"textStyle\":{\"fontWeight\":\"bold\",\"fontSize\":\"14pt\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"If the source of the issue is a managed product (including data from Cost Management), create a Microsoft support request for that specific product. Refer to the data dictionary to identify whether a specific column is sourced from Cost Management or is created or updated by the FinOps toolkit. If you're not sure about the source, ask in the \",\"textStyle\":{\"fontSize\":\"13.3333px\"}},{\"value\":\"discussion forum\",\"textStyle\":{\"fontSize\":\"13.3333px\"},\"url\":\"https://github.com/microsoft/finops-toolkit/discussions/categories/q-a\"},{\"value\":\".\",\"textStyle\":{\"fontSize\":\"13.3333px\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"6. Create an issue in GitHub\",\"textStyle\":{\"fontWeight\":\"bold\",\"fontSize\":\"14pt\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"Whether you submit a support request or not, we recommend \",\"textStyle\":{\"fontSize\":\"13.3333px\"}},{\"value\":\"creating an issue in GitHub\",\"textStyle\":{\"fontSize\":\"13.3333px\"},\"url\":\"https://aka.ms/ftk/ideas\"},{\"value\":\" to let us know about the problems you're facing. Even if the issue is a product bug, we would like to document it to help others.\",\"textStyle\":{\"fontSize\":\"13.3333px\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"We try to respond to issues and discussions within two business days but there can sometimes be unanticipated delays. If you completed all of the preceding steps and the issue wasn't resolved within a week, we should set up a Teams call for you. 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We're here to help!\",\"textStyle\":{\"fontSize\":\"13.3333px\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"Please note Microsoft Support does not handle support requests for FinOps toolkit. However, the underlying products sued by tools in the toolkit are officially supported. Use the following steps if you run into an issue:\",\"textStyle\":{\"fontSize\":\"13.3333px\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"Before you begin\",\"textStyle\":{\"fontWeight\":\"bold\",\"fontSize\":\"14pt\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"If you aren't seeing data after connecting and syncing successfully, try the following troubleshooting steps:\"}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"Clear all filters (see the button below).\"}],\"listType\":\"bullet\"},{\"textRuns\":[{\"value\":\"Clear RangeStart, RangeEnd, Number of Months date parameters and refresh data.\"}],\"listType\":\"bullet\"},{\"textRuns\":[{\"value\":\"Confirm data is loading by navigating to Home > Transform Data > Queries > Costs.\"}],\"listType\":\"bullet\"},{\"textRuns\":[{\"value\":\"If data is in this view, then there is a filter causing the data to not render in the report.\"}],\"listType\":\"bullet\"},{\"textRuns\":[{\"value\":\"If using raw exports (not FinOps hubs):\"}],\"listType\":\"bullet\"},{\"textRuns\":[{\"value\":\"Confirm there are CSV or parquet files in the specified storage path.\"}],\"listType\":\"ordered\",\"indent\":1},{\"textRuns\":[{\"value\":\"If not, confirm Cost Management exports were configured correctly, have no failures, and run them again.\"}],\"listType\":\"ordered\",\"indent\":1},{\"textRuns\":[{\"value\":\"If using FinOps hubs:\"}],\"listType\":\"bullet\"},{\"textRuns\":[{\"value\":\"Confirm there are parquet files in the ingestion container in the storage account.\"}],\"listType\":\"ordered\",\"indent\":1},{\"textRuns\":[{\"value\":\"If not, check for CSV or parquet files in the msexports container.\"}],\"listType\":\"ordered\",\"indent\":1},{\"textRuns\":[{\"value\":\"If not, confirm Cost Management exports were configured correctly, have no failed runs, and run them again.\"}],\"listType\":\"ordered\",\"indent\":1},{\"textRuns\":[{\"value\":\"If data is in msexports, check the Data Factory triggers to confirm they are all started. 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Report security issues securely\",\"textStyle\":{\"fontWeight\":\"bold\",\"fontSize\":\"14pt\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"If you believe you've found a security vulnerability, refer to \",\"textStyle\":{\"fontSize\":\"13.3333px\"}},{\"value\":\"Reporting security issues\",\"textStyle\":{\"fontSize\":\"13.3333px\"},\"url\":\"https://github.com/microsoft/finops-toolkit/blob/dev/SECURITY.md\"},{\"value\":\". \",\"textStyle\":{\"fontSize\":\"13.3333px\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"2. Confirm all setup instructions were completed in order\",\"textStyle\":{\"fontWeight\":\"bold\",\"fontSize\":\"14pt\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"9 out of 10 issues are due to missing steps. Please review and follow the instructions carefully. 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This report connects to Azure Resource Graph and cost data in a storage account – either directly exported from Microsoft Cost Management or as part of FinOps hubs. This report supports up to $2 million of cost data per month with incremental refresh enabled. If you need to support more than $2 million per month, please use \"},{\"value\":\"FinOps hubs\",\"textStyle\":{\"color\":\"#6f4bb2\"},\"url\":\"https://aka.ms/finops/hubs\"},{\"value\":\" with Data Explorer.\"}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"Use the following steps to connect to your storage account:\",\"textStyle\":{\"fontSize\":\"13.3333px\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"1. Configure Cost Management exports\",\"textStyle\":{\"fontWeight\":\"bold\",\"fontSize\":\"14pt\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"Create new exports in Cost Management to initiate data ingestion. 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Leave empty to show all data.\"}],\"listType\":\"bullet\"},{\"textRuns\":[{\"value\":\"RangeStart\",\"textStyle\":{\"fontWeight\":\"bold\"}},{\"value\":\" / \"},{\"value\":\"RangeEnd \",\"textStyle\":{\"fontWeight\":\"bold\"}},{\"value\":\"– Optional date range you would like to limit to. If not specified, the report will include all data in storage.\"}],\"listType\":\"bullet\"},{\"textRuns\":[{\"value\":\"Default Granularity \",\"textStyle\":{\"fontWeight\":\"bold\"}},{\"value\":\"– Select whether you want charts to show \"},{\"value\":\"Daily\",\"textStyle\":{\"fontWeight\":\"bold\"}},{\"value\":\" or \"},{\"value\":\"Monthly\",\"textStyle\":{\"fontWeight\":\"bold\"}},{\"value\":\" data.\"}],\"listType\":\"bullet\",\"indent\":1},{\"textRuns\":[{\"value\":\"NOTE: When customizing charts, use x_ReportingDate to align to this setting. 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This report imports all cost data, which can be slow for large accounts. If you run into any performance issues or timeouts, please consider using FinOps hubs with Data Explorer. Data Explorer provides advanced analytics capabilities, significantly improves performance, and offers new capabilities like forecasting and anomaly detection. \",\"textStyle\":{\"fontSize\":\"13.3333px\"}},{\"value\":\"Learn more about FinOps hubs\",\"textStyle\":{\"color\":\"#6f4bb2\"},\"url\":\"https://aka.ms/finops/hubs\"},{\"value\":\".\"}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"3. Authorize data sources\",\"textStyle\":{\"fontWeight\":\"bold\",\"fontSize\":\"14pt\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"FinOps toolkit reports connect to one or more of the following data sources. Use these settings to configure authorization:\",\"textStyle\":{\"fontSize\":\"13.3333px\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"Azure Data Explorer (Kusto) – Use an account that has at least viewer access to the Hub and Ingestion databases.\"}],\"listType\":\"bullet\"},{\"textRuns\":[{\"value\":\"(your storage account) – Use a SAS token or an account that has Storage Blob Data Reader or greater access.\"}],\"listType\":\"bullet\",\"indent\":1},{\"textRuns\":[{\"value\":\"Azure Resource Graph – Use an account that has direct access to any subscriptions you would like to report on.\",\"textStyle\":{\"fontFamily\":\"inherit\"}}],\"listType\":\"bullet\",\"indent\":1},{\"textRuns\":[{\"value\":\"https://ccmstorageprod... – Anonymous access. This URL is used for reservation size flexibility data.\",\"textStyle\":{\"fontFamily\":\"inherit\"}}],\"listType\":\"bullet\",\"indent\":1},{\"textRuns\":[{\"value\":\"https://github.com/... – Anonymous access. This URL is used for FinOps toolkit open data files.\",\"textStyle\":{\"fontFamily\":\"inherit\"}}],\"listType\":\"bullet\",\"indent\":1},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"4. Troubleshoot common issues\",\"textStyle\":{\"fontWeight\":\"bold\",\"fontSize\":\"14pt\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"If you do not see any data after connecting to your account, check the following:\",\"textStyle\":{\"fontSize\":\"13.3333px\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"Confirm data was ingested into the configured storage account container (\\\"ingestion\\\" for FinOps hubs).\"}],\"listType\":\"bullet\"},{\"textRuns\":[{\"value\":\"Check the currency filter to ensure the correct currency is selected.\"}],\"listType\":\"bullet\"},{\"textRuns\":[{\"value\":\"Check the date picker at the top-left of each page to ensure the data you exported is within the same time frame.\"}],\"listType\":\"bullet\"},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"For additional guidance, refer to theΒ \",\"textStyle\":{\"fontSize\":\"13.3333px\"}},{\"value\":\"Troubleshooting guide\",\"textStyle\":{\"color\":\"#6f4bb2\"},\"url\":\"https://aka.ms/ftk/trouble\"},{\"value\":\".\"}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"\"}]}]}}]},\"vcObjects\":{\"title\":[{\"properties\":{\"text\":{\"expr\":{\"Literal\":{\"Value\":\"'Steps'\"}}}}}],\"visualHeader\":[{\"properties\":{\"show\":{\"expr\":{\"Literal\":{\"Value\":\"false\"}}}}}]}},\"parentGroupName\":\"0b62f3e9bb0a13d15584\"}", "filters": "[]", - "height": 424.00, - "width": 776.00, - "x": 40.00, - "y": 96.00, - "z": 1000.00 + "height": 424.0, + "width": 776.0, + "x": 40.0, + "y": 96.0, + "z": 1000.0 }, { "config": "{\"name\":\"68cd8350b03484606372\",\"layouts\":[{\"id\":0,\"position\":{\"x\":213.33333333333334,\"y\":8.333333333333334,\"z\":10000,\"width\":194.16666666666669,\"height\":46.66666666666667,\"tabOrder\":0}}],\"singleVisual\":{\"visualType\":\"textbox\",\"drillFilterOtherVisuals\":true,\"objects\":{\"general\":[{\"properties\":{\"paragraphs\":[{\"textRuns\":[{\"value\":\"FinOps toolkit\",\"textStyle\":{\"fontSize\":\"20pt\",\"color\":\"#a6a6a6\"}}]}]}}]},\"vcObjects\":{\"background\":[{\"properties\":{\"show\":{\"expr\":{\"Literal\":{\"Value\":\"false\"}}}}}],\"visualHeader\":[{\"properties\":{\"show\":{\"expr\":{\"Literal\":{\"Value\":\"false\"}}}}}],\"title\":[{\"properties\":{\"text\":{\"expr\":{\"Literal\":{\"Value\":\"'FTK label'\"}}}}}]}}}", @@ -708,1268 +708,1268 @@ "width": 194.17, "x": 213.33, "y": 8.33, - "z": 10000.00 + "z": 10000.0 }, { "config": "{\"name\":\"6bd886f6a4bd380ba304\",\"layouts\":[{\"id\":0,\"position\":{\"x\":40,\"y\":96,\"z\":4000,\"width\":776,\"height\":384,\"tabOrder\":3000}}],\"singleVisual\":{\"visualType\":\"textbox\",\"drillFilterOtherVisuals\":true,\"objects\":{\"general\":[{\"properties\":{\"paragraphs\":[{\"textRuns\":[{\"value\":\"Sorry to hear that you're experiencing issues. We're here to help!\",\"textStyle\":{\"fontSize\":\"13.3333px\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"Please note Microsoft Support does not handle support requests for FinOps toolkit. However, the underlying products sued by tools in the toolkit are officially supported. Use the following steps if you run into an issue:\",\"textStyle\":{\"fontSize\":\"13.3333px\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"Before you begin\",\"textStyle\":{\"fontWeight\":\"bold\",\"fontSize\":\"14pt\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"If you aren't seeing data after connecting and syncing successfully, try the following troubleshooting steps:\"}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"Clear all filters (see the button below).\"}],\"listType\":\"bullet\"},{\"textRuns\":[{\"value\":\"Clear RangeStart, RangeEnd, Number of Months date parameters and refresh data.\"}],\"listType\":\"bullet\"},{\"textRuns\":[{\"value\":\"Confirm data is loading by navigating to Home > Transform Data > Queries > Costs.\"}],\"listType\":\"bullet\"},{\"textRuns\":[{\"value\":\"If data is in this view, then there is a filter causing the data to not render in the report.\"}],\"listType\":\"bullet\"},{\"textRuns\":[{\"value\":\"If using raw exports (not FinOps hubs):\"}],\"listType\":\"bullet\"},{\"textRuns\":[{\"value\":\"Confirm there are CSV or parquet files in the specified storage path.\"}],\"listType\":\"ordered\",\"indent\":1},{\"textRuns\":[{\"value\":\"If not, confirm Cost Management exports were configured correctly, have no failures, and run them again.\"}],\"listType\":\"ordered\",\"indent\":1},{\"textRuns\":[{\"value\":\"If using FinOps hubs:\"}],\"listType\":\"bullet\"},{\"textRuns\":[{\"value\":\"Confirm there are parquet files in the ingestion container in the storage account.\"}],\"listType\":\"ordered\",\"indent\":1},{\"textRuns\":[{\"value\":\"If not, check for CSV or parquet files in the msexports container.\"}],\"listType\":\"ordered\",\"indent\":1},{\"textRuns\":[{\"value\":\"If not, confirm Cost Management exports were configured correctly, have no failed runs, and run them again.\"}],\"listType\":\"ordered\",\"indent\":1},{\"textRuns\":[{\"value\":\"If data is in msexports, check the Data Factory triggers to confirm they are all started. You may need to register the Microsoft.EventGrid resource provider, restart the triggers, then re-run the exports (or manually retry the failed pipeline runs).\"}],\"listType\":\"ordered\",\"indent\":1},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"This is a condensed version of the troubleshooting guide. If these did not help, continue with the list below and run through the full troubleshooting guide, if needed.\"}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"1. Report security issues securely\",\"textStyle\":{\"fontWeight\":\"bold\",\"fontSize\":\"14pt\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"If you believe you've found a security vulnerability, refer to \",\"textStyle\":{\"fontSize\":\"13.3333px\"}},{\"value\":\"Reporting security issues\",\"textStyle\":{\"fontSize\":\"13.3333px\"},\"url\":\"https://github.com/microsoft/finops-toolkit/blob/dev/SECURITY.md\"},{\"value\":\". \",\"textStyle\":{\"fontSize\":\"13.3333px\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"2. Confirm all setup instructions were completed in order\",\"textStyle\":{\"fontWeight\":\"bold\",\"fontSize\":\"14pt\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"9 out of 10 issues are due to missing steps. Please review and follow the instructions carefully. For this report, close this dialog and select the \",\"textStyle\":{\"fontSize\":\"13.3333px\"}},{\"value\":\"Connect your data\",\"textStyle\":{\"fontWeight\":\"bold\",\"fontSize\":\"13.3333px\"}},{\"value\":\" button.\",\"textStyle\":{\"fontSize\":\"13.3333px\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"3. Walk through the troubleshooting guide\",\"textStyle\":{\"fontWeight\":\"bold\",\"fontSize\":\"14pt\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"The most common issues and their solutions are documented and should be able to be resolved independently. If you have a specific error code, refer to \",\"textStyle\":{\"fontSize\":\"13.3333px\"}},{\"value\":\"Common errors\",\"textStyle\":{\"fontSize\":\"13.3333px\"},\"url\":\"https://learn.microsoft.com/cloud-computing/finops/toolkit/help/errors\"},{\"value\":\". 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This report connects to Azure Resource Graph and cost data in a storage account – either directly exported from Microsoft Cost Management or as part of FinOps hubs. This report supports up to $2 million of cost data per month with incremental refresh enabled. If you need to support more than $2 million per month, please use \"},{\"value\":\"FinOps hubs\",\"textStyle\":{\"color\":\"#6f4bb2\"},\"url\":\"https://aka.ms/finops/hubs\"},{\"value\":\" with Data Explorer.\"}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"Use the following steps to connect to Azure Resource Graph and your storage account:\",\"textStyle\":{\"fontSize\":\"13.3333px\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"1. Configure Cost Management exports\",\"textStyle\":{\"fontWeight\":\"bold\",\"fontSize\":\"14pt\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"Create new exports in Cost Management to initiate data ingestion. 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This report imports all cost data, which can be slow for large accounts. If you run into any performance issues or timeouts, please consider using FinOps hubs with Data Explorer. Data Explorer provides advanced analytics capabilities, significantly improves performance, and offers new capabilities like forecasting and anomaly detection. \",\"textStyle\":{\"fontSize\":\"13.3333px\"}},{\"value\":\"Learn more about FinOps hubs\",\"textStyle\":{\"color\":\"#6f4bb2\"},\"url\":\"https://aka.ms/finops/hubs\"},{\"value\":\".\"}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"3. Authorize data sources\",\"textStyle\":{\"fontWeight\":\"bold\",\"fontSize\":\"14pt\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"FinOps toolkit reports connect to one or more of the following data sources. 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We're here to help!\",\"textStyle\":{\"fontSize\":\"13.3333px\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"Please note Microsoft Support does not handle support requests for FinOps toolkit. However, the underlying products sued by tools in the toolkit are officially supported. Use the following steps if you run into an issue:\",\"textStyle\":{\"fontSize\":\"13.3333px\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"Before you begin\",\"textStyle\":{\"fontWeight\":\"bold\",\"fontSize\":\"14pt\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"If you aren't seeing data after connecting and syncing successfully, try the following troubleshooting steps:\"}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"Clear all filters (see the button below).\"}],\"listType\":\"bullet\"},{\"textRuns\":[{\"value\":\"Clear RangeStart, RangeEnd, Number of Months date parameters and refresh data.\"}],\"listType\":\"bullet\"},{\"textRuns\":[{\"value\":\"Confirm data is loading by navigating to Home > Transform Data > Queries > Costs.\"}],\"listType\":\"bullet\"},{\"textRuns\":[{\"value\":\"If data is in this view, then there is a filter causing the data to not render in the report.\"}],\"listType\":\"bullet\"},{\"textRuns\":[{\"value\":\"If using raw exports (not FinOps hubs):\"}],\"listType\":\"bullet\"},{\"textRuns\":[{\"value\":\"Confirm there are CSV or parquet files in the specified storage path.\"}],\"listType\":\"ordered\",\"indent\":1},{\"textRuns\":[{\"value\":\"If not, confirm Cost Management exports were configured correctly, have no failures, and run them again.\"}],\"listType\":\"ordered\",\"indent\":1},{\"textRuns\":[{\"value\":\"If using FinOps hubs:\"}],\"listType\":\"bullet\"},{\"textRuns\":[{\"value\":\"Confirm there are parquet files in the ingestion container in the storage account.\"}],\"listType\":\"ordered\",\"indent\":1},{\"textRuns\":[{\"value\":\"If not, check for CSV or parquet files in the msexports container.\"}],\"listType\":\"ordered\",\"indent\":1},{\"textRuns\":[{\"value\":\"If not, confirm Cost Management exports were configured correctly, have no failed runs, and run them again.\"}],\"listType\":\"ordered\",\"indent\":1},{\"textRuns\":[{\"value\":\"If data is in msexports, check the Data Factory triggers to confirm they are all started. You may need to register the Microsoft.EventGrid resource provider, restart the triggers, then re-run the exports (or manually retry the failed pipeline runs).\"}],\"listType\":\"ordered\",\"indent\":1},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"This is a condensed version of the troubleshooting guide. If these did not help, continue with the list below and run through the full troubleshooting guide, if needed.\"}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"1. Report security issues securely\",\"textStyle\":{\"fontWeight\":\"bold\",\"fontSize\":\"14pt\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"If you believe you've found a security vulnerability, refer to \",\"textStyle\":{\"fontSize\":\"13.3333px\"}},{\"value\":\"Reporting security issues\",\"textStyle\":{\"fontSize\":\"13.3333px\"},\"url\":\"https://github.com/microsoft/finops-toolkit/blob/dev/SECURITY.md\"},{\"value\":\". \",\"textStyle\":{\"fontSize\":\"13.3333px\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"2. Confirm all setup instructions were completed in order\",\"textStyle\":{\"fontWeight\":\"bold\",\"fontSize\":\"14pt\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"9 out of 10 issues are due to missing steps. Please review and follow the instructions carefully. 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"{\"name\":\"fbda7a85a84eb3038163\",\"layouts\":[{\"id\":0,\"position\":{\"height\":128,\"width\":280,\"x\":576,\"y\":0,\"z\":0,\"tabOrder\":8}}],\"singleVisual\":{\"visualType\":\"card\",\"projections\":{\"Values\":[{\"queryRef\":\"Sum(Costs.x_CommitmentDiscountSavings)\"}]},\"prototypeQuery\":{\"Version\":2,\"From\":[{\"Name\":\"u\",\"Entity\":\"Costs\",\"Type\":0}],\"Select\":[{\"Aggregation\":{\"Expression\":{\"Column\":{\"Expression\":{\"SourceRef\":{\"Source\":\"u\"}},\"Property\":\"x_CommitmentDiscountSavings\"}},\"Function\":0},\"Name\":\"Sum(Costs.x_CommitmentDiscountSavings)\",\"NativeReferenceName\":\"x_CommitmentDiscountSavings\"}],\"OrderBy\":[{\"Direction\":2,\"Expression\":{\"Aggregation\":{\"Expression\":{\"Column\":{\"Expression\":{\"SourceRef\":{\"Source\":\"u\"}},\"Property\":\"x_CommitmentDiscountSavings\"}},\"Function\":0}}}]},\"drillFilterOtherVisuals\":true,\"hasDefaultSort\":true,\"objects\":{\"categoryLabels\":[{\"properties\":{\"show\":{\"expr\":{\"Literal\":{\"Value\":\"true\"}}},\"color\":{\"solid\":{\"color\":{\"expr\":{\"ThemeDataColor\":{\"ColorId\":3,\"Percent\":0.6}}}}},\"fontSize\":{\"expr\":{\"Literal\":{\"Value\":\"10D\"}}}}}],\"labels\":[{\"properties\":{\"labelDisplayUnits\":{\"expr\":{\"Literal\":{\"Value\":\"0D\"}}},\"labelPrecision\":{\"expr\":{\"Literal\":{\"Value\":\"2L\"}}},\"preserveWhitespace\":{\"expr\":{\"Literal\":{\"Value\":\"true\"}}},\"color\":{\"solid\":{\"color\":{\"expr\":{\"ThemeDataColor\":{\"ColorId\":0,\"Percent\":0}}}}},\"fontSize\":{\"expr\":{\"Literal\":{\"Value\":\"40D\"}}}}}],\"wordWrap\":[{\"properties\":{\"show\":{\"expr\":{\"Literal\":{\"Value\":\"true\"}}}}}]},\"vcObjects\":{\"visualTooltip\":[{\"properties\":{\"show\":{\"expr\":{\"Literal\":{\"Value\":\"true\"}}},\"section\":{\"expr\":{\"Literal\":{\"Value\":\"'bf107809b34199521151'\"}}}}}],\"title\":[{\"properties\":{\"show\":{\"expr\":{\"Literal\":{\"Value\":\"true\"}}},\"text\":{\"expr\":{\"Literal\":{\"Value\":\"'Savings from commitment discounts'\"}}},\"alignment\":{\"expr\":{\"Literal\":{\"Value\":\"'center'\"}}},\"fontColor\":{\"solid\":{\"color\":{\"expr\":{\"ThemeDataColor\":{\"ColorId\":0,\"Percent\":0}}}}},\"fontSize\":{\"expr\":{\"Literal\":{\"Value\":\"12D\"}}}}}],\"padding\":[{\"properties\":{\"top\":{\"expr\":{\"Literal\":{\"Value\":\"10D\"}}},\"bottom\":{\"expr\":{\"Literal\":{\"Value\":\"10D\"}}}}}],\"background\":[{\"properties\":{\"color\":{\"solid\":{\"color\":{\"expr\":{\"ThemeDataColor\":{\"ColorId\":3,\"Percent\":0}}}}}}}]}},\"parentGroupName\":\"a0d546007014d8050140\"}", + "filters": "[]", "height": 128.00, "width": 280.00, - "x": 0.00, - "y": 0.45, - "z": 2000.00 + "x": 576.00, + "y": 0.00, + "z": 0.00 } ], "width": 1280.00 diff --git a/src/power-bi/storage/Shared.Dataset/definition/tables/Costs.tmdl b/src/power-bi/storage/Shared.Dataset/definition/tables/Costs.tmdl index 4718b8b23..e23dea98b 100644 --- a/src/power-bi/storage/Shared.Dataset/definition/tables/Costs.tmdl +++ b/src/power-bi/storage/Shared.Dataset/definition/tables/Costs.tmdl @@ -1382,310 +1382,310 @@ table Costs queryGroup: Storage source = ``` let - // Tags to promote to explicit columns -- Tag names are case-sensitive and column names will be "tag_{TagName}" - // Add any tags you need promoted to this list - // For recommended tags, see https://learn.microsoft.com/azure/cloud-adoption-framework/ready/azure-best-practices/resource-tagging#minimum-suggested-tags - PromotedTags = {"Application", "BusinessUnit", "CostCenter", "Department", "Division", "Env", "Owner", "Product", "Project", "Purpose", "Service"}, - - // Get the data - RawData = ftk_Storage("focuscost"), - - // Helper functions - _exists = (col) => Table.HasColumns(RawData, col), - _isMissing = (col) => _exists(col) = false, - _isBlank = (val) => val = null or val = "" or Text.Replace(val, " ", "") = "", - _isNotBlank = (val) => _isBlank(val) = false, - _stringValue = (val) => if _isBlank(val) then null else val, - _swapCol = (tbl, oldCol, newCol, newVal, optional newType) => let add = Table.AddColumn(tbl, newCol, newVal, newType), del = if Table.HasColumns(add, oldCol) then Table.RemoveColumns(add, {oldCol}) else add in del, - _resetCol = (tbl, col, newVal, optional newType) => let tmpCol = Text.Combine({"tmp_", col}), tmp = _swapCol(tbl, col, tmpCol, newVal, newType), ren = Table.RenameColumns(tmp, {{tmpCol, col}}) in ren, - - // Update previous FOCUS versions - PerformDeprecatedOptimizations = #"Deprecated: Perform Extra Query Optimizations", - HasPreview = Table.HasColumns(RawData, {"ChargeSubcategory"}), - Has10 = Table.HasColumns(RawData, {"ChargeClass"}), - LatestSchema = if HasPreview = false then RawData - else if PerformDeprecatedOptimizations = false then error "LegacyFocusVersion: Please enable the 'Perform Extra Query Optimizations' parameter" - else ( - let - ChargeClass = if Has10 - then Table.ReplaceValue(RawData, null, each if [ChargeSubcategory] = "Refund" then "Correction" else null, Replacer.ReplaceValue, {"ChargeClass"}) - else Table.AddColumn( RawData, "ChargeClass", each if [ChargeSubcategory] = "Refund" then "Correction" else null), - CDStatus = if Has10 - then Table.ReplaceValue(ChargeClass, null, each if [ChargeSubcategory] = "Used Commitment" or [ChargeSubcategory] = "Unused Commitment" then Text.Replace([ChargeSubcategory], " Commitment", "") else null, Replacer.ReplaceValue, {"CommitmentDiscountStatus"}) - else Table.AddColumn( ChargeClass, "CommitmentDiscountStatus", each if [ChargeSubcategory] = "Used Commitment" or [ChargeSubcategory] = "Unused Commitment" then Text.Replace([ChargeSubcategory], " Commitment", "") else null), - ConsumedQuantity = if Has10 - then Table.ReplaceValue(CDStatus, null, each if [ChargeCategory] = "Usage" then [UsageQuantity] else null, Replacer.ReplaceValue, {"ConsumedQuantity"}) - else Table.AddColumn( CDStatus, "ConsumedQuantity", each if [ChargeCategory] = "Usage" then [UsageQuantity] else null), - ConsumedUnit = if Has10 - then Table.ReplaceValue(ConsumedQuantity, null, each if [ChargeCategory] = "Usage" then [UsageUnit] else null, Replacer.ReplaceValue, {"ConsumedUnit"}) - else Table.AddColumn( ConsumedQuantity, "ConsumedUnit", each if [ChargeCategory] = "Usage" then [UsageUnit] else null), - ChargeCategory = Table.ReplaceValue(ConsumedUnit, each [ChargeCategory], each if [ChargeCategory] = "Adjustment" and [ChargeSubcategory] = "Refund" then "Purchase" else [ChargeCategory], Replacer.ReplaceValue, {"ChargeCategory"}), - PricingCategory = Table.ReplaceValue(ChargeCategory, each [PricingCategory], each if [PricingCategory] = "On-Demand" then "Standard" else if [PricingCategory] = "Commitment-Based" then "Committed" else [PricingCategory], Replacer.ReplaceValue, {"PricingCategory"}), - RenamePreviewCols = if Has10 - then Table.ReplaceValue(Table.ReplaceValue(Table.ReplaceValue(Table.ReplaceValue(PricingCategory, - each [ContractedCost], each if [ContractedCost] <> null then [ContractedCost] else [x_OnDemandCost], Replacer.ReplaceValue, {"ContractedCost"}), - each [x_ContractedCostInUsd], each if [x_ContractedCostInUsd] <> null then [x_ContractedCostInUsd] else [x_OnDemandCostInUsd], Replacer.ReplaceValue, {"x_ContractedCostInUsd"}), - each [ContractedUnitPrice], each if [ContractedUnitPrice] <> null then [ContractedUnitPrice] else [x_OnDemandUnitPrice], Replacer.ReplaceValue, {"ContractedUnitPrice"}), - each [RegionName], each if [RegionName] <> null then [RegionName] else [Region], Replacer.ReplaceValue, {"RegionName"}) - else Table.RenameColumns(PricingCategory, {{"x_OnDemandCost", "ContractedCost"}, {"x_OnDemandCostInUsd", "x_ContractedCostInUsd"}, {"x_OnDemandUnitPrice", "ContractedUnitPrice"}, {"Region", "RegionName"}}), - RemovePreviewCols = Table.RemoveColumns(RenamePreviewCols, {"ChargeSubcategory", "UsageQuantity", "UsageUnit", "x_ChargeId"}) - in - RemovePreviewCols - ), - - // Fix known bugs and set datatyps - Fixes = Table.TransformColumnTypes( - Table.ReplaceValue(Table.ReplaceValue( - // Create AvailabilityZone column if missing to support non-Microsoft clouds - if Table.HasColumns(LatestSchema, {"AvailabilityZone"}) then LatestSchema else Table.AddColumn(LatestSchema, "AvailabilityZone", each null), - // Fix savings plan purchases -- Cost Management fix pending as of Dec 8, 2024 - each [EffectiveCost], each if [ChargeCategory] = "Purchase" and [CommitmentDiscountId] <> "" and [CommitmentDiscountId] <> null then 0.0 else [EffectiveCost], Replacer.ReplaceValue, {"EffectiveCost"}), - // Fix PricingCategory values -- Remove after Oct 1, 2025 - "Standard", each if [CommitmentDiscountId] <> null and [ChargeCategory] = "Usage" then "Committed" else [PricingCategory], Replacer.ReplaceValue, {"PricingCategory"}), - { - // Date columns - {"BillingPeriodEnd", type datetimezone}, - {"BillingPeriodStart", type datetimezone}, - {"ChargePeriodEnd", type datetimezone}, - {"ChargePeriodStart", type datetimezone}, - {"x_BillingExchangeRateDate", type datetimezone}, - {"x_ServicePeriodStart", type datetimezone}, - {"x_ServicePeriodEnd", type datetimezone}, - // Cost/price columns - {"BilledCost", type number}, - {"ContractedCost", type number}, - {"ContractedUnitPrice", type number}, - {"EffectiveCost", type number}, - {"ListCost", type number}, - {"ListUnitPrice", type number}, - {"x_BilledCostInUsd", type number}, - {"x_BilledUnitPrice", type number}, - {"x_ContractedCostInUsd", type number}, - {"x_EffectiveCostInUsd", type number}, - {"x_EffectiveUnitPrice", type number}, - // Other columns - {"ConsumedQuantity", type number}, - {"PricingQuantity", type number}, - {"x_BillingExchangeRate", type number}, - {"x_PartnerCreditRate", type number}, - {"x_PricingBlockSize", type number} - // {"x_SkuTerm", type number} - // {"x_SkuIsCreditEligible", type logical} - // {"x_PartnerCreditApplied", type logical} - } - ), - OptionalFixes = if PerformDeprecatedOptimizations = false then Fixes else Table.ReplaceValue(Table.ReplaceValue(Table.ReplaceValue( - // Track all the changes we're about to make before we make them for transparency - Table.AddColumn( - Fixes, - "x_SourceChanges", - each let - value = Text.Combine(List.RemoveNulls({ - if ([ContractedCost] = null or [ContractedCost] = 0) and [EffectiveCost] <> 0 then "MissingContractedCost" else null, - if ([ContractedUnitPrice] = null or [ContractedUnitPrice] = 0) and [x_EffectiveUnitPrice] <> 0 then "MissingContractedUnitPrice" else null, - if ([ListCost] = null or [ListCost] = 0) and ([ContractedCost] <> 0 or [EffectiveCost] <> 0) then "MissingListCost" else null, - if ([ListUnitPrice] = null or [ListUnitPrice] = 0) and ([ContractedUnitPrice] <> 0 or [x_EffectiveUnitPrice] <> 0) then "MissingListUnitPrice" else null, - if [PricingCategory] = "Standard" and [CommitmentDiscountId] <> null and [ChargeCategory] = "Usage" then "PricingCategoryShouldBeCommitted" else null, - if [x_SkuTerm] = "1Year" or [x_SkuTerm] = "3Years" or [x_SkuTerm] = "5Years" then "SkuTermShouldBeAnInteger" else null - }), ","), - output = if _isBlank(value) then null else value - in - output - ), - // Fix inconsistent Microsoft x_SkuTerm values - "1Year", 12, Replacer.ReplaceValue, {"x_SkuTerm"}), - "3Years", 36, Replacer.ReplaceValue, {"x_SkuTerm"}), - "5Years", 60, Replacer.ReplaceValue, {"x_SkuTerm"}), - - // Split CostDetails by what needs prices and what doesn't - PopulateMissingPrices = - Table.TransformColumnTypes( - if #"Experimental: Add Missing Prices" = false then - // Copy prices/costs from related columns - Table.ReplaceValue(Table.ReplaceValue(Table.ReplaceValue(Table.ReplaceValue(OptionalFixes, - 0.0, each if [x_EffectiveUnitPrice] <> 0 then [x_EffectiveUnitPrice] else [ContractedUnitPrice], Replacer.ReplaceValue, {"ContractedUnitPrice"}), - 0.0, each if ([ContractedUnitPrice] <> 0 or [x_EffectiveUnitPrice] <> 0) then [ContractedUnitPrice] else [ListUnitPrice], Replacer.ReplaceValue, {"ListUnitPrice"}), - 0.0, each if [EffectiveCost] <> 0 then [EffectiveCost] else [ContractedCost], Replacer.ReplaceValue, {"ContractedCost"}), - 0.0, each if ([ContractedCost] <> 0 or [EffectiveCost] <> 0) then [ContractedCost] else [ListCost], Replacer.ReplaceValue, {"ListCost"}) - else - Table.RemoveColumns( - Table.ReplaceValue(Table.ReplaceValue(Table.ReplaceValue(Table.ReplaceValue( - // Join only the rows/columns that need to be joined - Table.ExpandTableColumn( - Table.NestedJoin( - Table.AddColumn(OptionalFixes, "tmp_MeterOfferStart", each [x_SkuMeterId] & [x_SkuOfferId] & DateTimeZone.ToText([ChargePeriodStart], [Format="yyyy-MM"])), - {"tmp_MeterOfferStart"}, - // Join missing prices with the cost rows that are missing tose prices - Table.SelectColumns( - Table.AddColumn( - Table.SelectRows(Prices, each [x_SkuPriceType] = "Consumption" and [x_SkuMeterId] <> "" and [x_SkuMeterId] <> null), - "tmp_MeterOfferStart", - each [x_SkuMeterId] & [x_SkuOfferId] & DateTime.ToText([x_EffectivePeriodStart], [Format="yyyy-MM"]) - ), - {"tmp_MeterOfferStart", "ListUnitPrice", "ContractedUnitPrice", "PricingUnit", "x_PricingBlockSize"} - ), - {"tmp_MeterOfferStart"}, - "Prices", - JoinKind.LeftOuter - ), - "Prices", - {"ListUnitPrice", "ContractedUnitPrice", "PricingUnit", "x_PricingBlockSize"}, - {"NewListUnitPrice", "NewContractedUnitPrice", "NewPricingUnit", "NewPricingBlockSize"} - ), - // Update missing prices - 0.0, each if [x_EffectiveUnitPrice] <> 0 and [PricingUnit] = [NewPricingUnit] then [NewContractedUnitPrice] * [x_BillingExchangeRate] / [NewPricingBlockSize] * [x_PricingBlockSize] else [x_EffectiveUnitPrice], Replacer.ReplaceValue, {"ContractedUnitPrice"}), - 0.0, each if ([ContractedUnitPrice] <> 0 or [x_EffectiveUnitPrice] <> 0) and [PricingUnit] = [NewPricingUnit] then [NewListUnitPrice] * [x_BillingExchangeRate] / [NewPricingBlockSize] * [x_PricingBlockSize] else [ContractedUnitPrice], Replacer.ReplaceValue, {"ListUnitPrice"}), - // Update missing costs - 0.0, each if [EffectiveCost] <> 0 and [ContractedUnitPrice] <> null then [PricingQuantity] * [ContractedUnitPrice] else [ContractedCost], Replacer.ReplaceValue, {"ContractedCost"}), - 0.0, each if ([ContractedCost] <> 0 or [EffectiveCost] <> 0) and [ListUnitPrice] <> null then [PricingQuantity] * [ListUnitPrice] else [ListCost], Replacer.ReplaceValue, {"ListCost"}), - {"NewListUnitPrice", "NewContractedUnitPrice", "NewPricingUnit", "NewPricingBlockSize", "tmp_MeterOfferStart"} - ), - {{"ContractedCost", type number}, {"ContractedUnitPrice", type number}, {"ListCost", type number}, {"ListUnitPrice", type number}} - ), - - Add = Table.AddColumn(Table.AddColumn(Table.AddColumn(Table.AddColumn(Table.AddColumn(Table.AddColumn(Table.AddColumn(Table.AddColumn(Table.AddColumn(Table.AddColumn(Table.AddColumn(Table.AddColumn(Table.AddColumn( - PopulateMissingPrices, - // Parse arrays - "x_SkuDetailsDictionary", each if _isBlank([x_SkuDetails]) then [] else try Json.Document([x_SkuDetails]) otherwise []), - "x_TagsDictionary", each if _isBlank([Tags]) then [] else try Json.Document([Tags]) otherwise []), - // Commitment metadata - "x_CommitmentDiscountUtilizationPotential", each if [CommitmentDiscountCategory] = "Usage" then [ConsumedQuantity] else if [CommitmentDiscountCategory] = "Spend" then [EffectiveCost] else 0, type number), - "x_CommitmentDiscountUtilizationAmount", each if [CommitmentDiscountStatus] = "Used" then [x_CommitmentDiscountUtilizationPotential] else 0, type number), - // Savings calculations - // TODO: Remove or make a % -- "x_CommitmentDiscountPercent", each if [ContractedUnitPrice] <> null and [ContractedUnitPrice] > 0 and [x_EffectiveUnitPrice] <> null and [x_EffectiveUnitPrice] > 0 and [ContractedUnitPrice] >= [x_EffectiveUnitPrice] then [ContractedUnitPrice] - [x_EffectiveUnitPrice] else null, type number), - // TODO: Remove or make a % -- "x_NegotiatedDiscountPercent", each if [ContractedUnitPrice] <> null and [ContractedUnitPrice] > 0 and [ListUnitPrice] <> null and [ListUnitPrice] > 0 and [ListUnitPrice] >= [ContractedUnitPrice] then [ListUnitPrice] - [ContractedUnitPrice] else null, type number), - // TODO: Remove or make a % -- "x_DiscountUnitPriceSavings", each if [ListUnitPrice] <> null and [ListUnitPrice] > 0 and [x_EffectiveUnitPrice] <> null and [x_EffectiveUnitPrice] > 0 and [ListUnitPrice] > 0 and [ListUnitPrice] >= [x_EffectiveUnitPrice] then [ListUnitPrice] - [x_EffectiveUnitPrice] else null, type number), - "x_CommitmentDiscountSavings", each if _isBlank([CommitmentDiscountCategory]) then 0 else if [ContractedCost] <> null and [ContractedCost] > 0 and [EffectiveCost] <> null and [EffectiveCost] > 0 and [ContractedCost] >= [EffectiveCost] then [ContractedCost] - [EffectiveCost] else null, type number), - "x_NegotiatedDiscountSavings", each if [ListCost] <> null and [ListCost] > 0 and [ContractedCost] <> null and [ContractedCost] > 0 and [ListCost] >= [ContractedCost] then [ListCost] - [ContractedCost] else null, type number), - "x_AmortizationCategory", each if [ChargeCategory] = "Purchase" and _isNotBlank([CommitmentDiscountId]) then "Principal" else if _isNotBlank([CommitmentDiscountId]) then "Amortized Charge" else ""), - "x_CommitmentDiscountPercent", each if [ContractedUnitPrice] = 0 then 0 else ([ContractedUnitPrice] - [x_EffectiveUnitPrice]) / [ContractedUnitPrice]), - "x_NegotiatedDiscountPercent", each if [ListUnitPrice] = 0 then 0 else ([ListUnitPrice] - [ContractedUnitPrice]) / [ListUnitPrice]), - "x_TotalDiscountPercent", each if [ListUnitPrice] = 0 then 0 else ([ListUnitPrice] - [x_EffectiveUnitPrice]) / [ListUnitPrice]), - "x_TotalSavings", - each if [ListCost] <> null and [ListCost] > 0 and [EffectiveCost] <> null and [EffectiveCost] > 0 and [ListCost] >= [EffectiveCost] then [ListCost] - [EffectiveCost] - else if [ContractedCost] <> null and [ContractedCost] > 0 and [EffectiveCost] <> null and [EffectiveCost] > 0 and [ContractedCost] >= [EffectiveCost] then [ContractedCost] - [EffectiveCost] else null, type number), - // Month column - "x_ChargeMonth", each DateTime.Date(Date.StartOfMonth([ChargePeriodStart])), type date), - "x_ReportingDate", each if #"Default Granularity" = "Monthly" then [x_ChargeMonth] else DateTime.Date([ChargePeriodStart]), type date), - OptionalAdd = if PerformDeprecatedOptimizations = false then Add else Table.AddColumn(Table.AddColumn(Table.AddColumn(Table.AddColumn(Table.AddColumn( - Add, - // Explain why cost is 0 - "x_FreeReason", - each if [BilledCost] <> 0.0 or [EffectiveCost] <> 0.0 then null - else if [PricingCategory] = "Committed" then "Unknown " & [CommitmentDiscountStatus] & " Commitment" - else if [x_BilledUnitPrice] = 0.0 and [x_EffectiveUnitPrice] = 0.0 and [ContractedUnitPrice] = 0.0 and [ListUnitPrice] = 0.0 and _isBlank([CommitmentDiscountType]) then ( - if _isNotBlank([x_SkuDescription]) and Text.Contains([x_SkuDescription], "Trial") then "Trial" else if _isNotBlank([x_SkuDescription]) and Text.Contains([x_SkuDescription], "Preview") then "Preview" else "Other" - ) - else if [x_BilledUnitPrice] > 0.0 or [x_EffectiveUnitPrice] > 0.0 then ( - if [PricingQuantity] > 0.0 then "Low Usage" else if [PricingQuantity] = 0.0 then "No Usage" else "Unknown Negative Quantity" - ) - else "Unknown" - ), - // Unique names -- Must be after ResourceName cleanup and Commitment columns - // TODO: Only add differentiators when the name is not unique - "CommitmentDiscountNameUnique", each if _isBlank([CommitmentDiscountId]) then null else [CommitmentDiscountName] & " (" & [CommitmentDiscountType] & ")"), - "ResourceNameUnique", each if _isBlank([ResourceId]) then null else [ResourceName] & " (" & [ResourceType] & ")"), - "x_ResourceGroupNameUnique", each if _isBlank([x_ResourceGroupName]) then null else [x_ResourceGroupName] & " (" & [SubAccountName] & ")"), - "SubAccountNameUnique", each if _isBlank([SubAccountId]) then null else [SubAccountName] & " (" & ftk_ParseResourceName([SubAccountId]) & ")"), - - // FTK columns - FTK = Table.RemoveColumns( - Table.AddColumn(Table.AddColumn(Table.AddColumn(Table.AddColumn( - Table.ExpandRecordColumn( - Table.ReplaceErrorValues(Table.AddColumn(OptionalAdd, "tmp_Tags", each [x_TagsDictionary]), {{"tmp_Tags", null}}), - "tmp_Tags", - {"cm-resource-parent", "ms-resource-parent", "hidden-managedby", "costanalysis-parent", "ftk-version", "ftk-tool"}, - {"tmp_cmParent", "tmp_msParent", "tmp_ManagedBy", "tmp_caParent", "x_ToolkitVersion", "tmp_ToolkitTool"} - ), - "x_ResourceParentId", - each _stringValue(Text.Replace("/" & ( - if _isNotBlank([tmp_cmParent]) then [tmp_cmParent] - else if _isNotBlank([tmp_msParent]) then [tmp_msParent] - else if _isNotBlank([tmp_ManagedBy]) then [tmp_ManagedBy] - else if _isNotBlank([tmp_caParent]) then [tmp_caParent] - else null - ), "//", "/"))), - "x_ResourceParentType", each ftk_ParseResourceType([x_ResourceParentId])), - "x_ResourceParentName", each ftk_ParseResourceName([x_ResourceParentId])), - "x_ToolkitTool", - each if _isNotBlank([tmp_ToolkitTool]) then [tmp_ToolkitTool] - else if _isBlank([x_ResourceParentId]) then null - else if Text.Contains(Text.Lower([x_ResourceParentId]), "/providers/microsoft.cloud/hubs/") then "FinOps hubs" - else null - ), - { "tmp_cmParent", "tmp_msParent", "tmp_caParent", "tmp_ManagedBy", "tmp_ToolkitTool" } - ), - - // Extracted tags - // TODO: Consider adding tag cleanup to this as well - ExtractedTags = Table.ExpandRecordColumn( - Table.ReplaceErrorValues(Table.AddColumn(FTK, "tmp_Tags", each [x_TagsDictionary]), {{"tmp_Tags", null}}), - "tmp_Tags", - PromotedTags, - List.Transform(PromotedTags, each "tag_" & _) - ), - - // AHB columns - // TODO: Add SQL AHB handling - AHB = Table.RemoveColumns( - Table.AddColumn(Table.AddColumn(Table.AddColumn(Table.AddColumn(Table.AddColumn(Table.AddColumn( - Table.TransformColumnTypes( - Table.ExpandRecordColumn( - Table.ReplaceErrorValues(Table.AddColumn(ExtractedTags, "tmp_SkuDetails", each [x_SkuDetailsDictionary]), {{"tmp_SkuDetails", null}}), - "tmp_SkuDetails", - {"UsageType", "ImageType", "ServiceType", "VMName", "VMProperties", "VCPUs", "ReservationOrderId", "ReservationId", "VMCapacityReservationId", "AHB", "vCores"}, - {"x_SkuUsageType", "x_SkuImageType", "x_SkuType", "tmp_VMName", "x_SkuVMProperties", "tmp_VMvCPUs", "tmp_AddlReservationOrderId", "tmp_AddlReservationId", "x_CapacityCommitmentId", "tmp_SQLAHB", "tmp_SQLvCores"} - ), - {{"tmp_VMvCPUs", Int64.Type}, {"tmp_SQLvCores", Int64.Type}} - ), - "x_ResourceMachineName", each if _isNotBlank([tmp_VMName]) then [tmp_VMName] else null), - "x_SkuCoreCount", each if [tmp_VMvCPUs] <> null then [tmp_VMvCPUs] else if [tmp_SQLvCores] <> null then [tmp_SQLvCores] else null, Int64.Type), - "x_ConsumedCoreHours", each if [x_SkuCoreCount] <> null then [x_SkuCoreCount] * [ConsumedQuantity] else null, type number), - "x_SkuLicenseQuantity", - each if [x_SkuCoreCount] = null then 0 - else if [x_SkuCoreCount] <= 8 then 8 - else if [x_SkuCoreCount] <= 16 then 16 - else if [x_SkuCoreCount] = 20 then 24 - else if [x_SkuCoreCount] > 20 then [x_SkuCoreCount] - else 0, - type number - ), - "x_SkuLicenseStatus", each if _isNotBlank([x_SkuMeterSubcategory]) and Text.Contains([x_SkuMeterSubcategory], "Windows") or [tmp_SQLAHB] = "False" then "Not enabled" else if (_isNotBlank([x_SkuImageType]) and Text.Contains([x_SkuImageType], "Windows Server BYOL")) or [tmp_SQLAHB] = "True" or (_isNotBlank([x_SkuMeterSubcategory]) and Text.Contains([x_SkuMeterSubcategory], "Azure Hybrid Benefit")) then "Enabled" else "Not supported"), - "x_CommitmentDiscountKey", each [x_SkuType] & [x_SkuMeterId]), - { "tmp_AddlReservationOrderId", "tmp_AddlReservationId", "tmp_SQLAHB", "tmp_SQLvCores", "tmp_VMName", "tmp_VMvCPUs" } - ), - - // Unique key for the record -- WARNING: This increases the data size significantly. - /* - ChargeId = Table.AddColumn(Month, "x_ChargeId", each Text.Combine(List.RemoveItems({ - Date.ToText([ChargePeriodStart]), - [x_BillingAccountId], - if [x_BillingProfileId] = [x_BillingAccountId] then null else [x_BillingProfileId], // Only add BP if not the same as the BA (all EA) - [x_InvoiceSectionId], - if _isNotBlank([ResourceId]) and Text.Contains([ResourceId], [x_SubscriptionId]) then null else [x_SubscriptionId], // Only add sub if not in the resource ID - [ResourceId], - [tmp_ResourceLocation], - [x_SkuOfferId], - [SkuPriceId], - [x_SkuMeterId], - [x_SkuPartNumber], - if _isBlank([CommitmentDiscountId]) then null else List.Last(Text.Split([CommitmentDiscountId], "/")), - [x_CostAllocationRuleName], - [x_CostCenter], - if _isBlank([Tags]) then null else Text.Remove([Tags], {"{","""","}"}), - if _isBlank([x_SkuDetails]) then null else Text.Remove([x_SkuDetails], {"{","""","}"}) - }, {null, ""}), "-")), - */ - - // Sort columns alphabetically - Output = Table.ReorderColumns(AHB, List.Sort(Table.ColumnNames(AHB))) - in - Output + // Tags to promote to explicit columns -- Tag names are case-sensitive and column names will be "tag_{TagName}" + // Add any tags you need promoted to this list + // For recommended tags, see https://learn.microsoft.com/azure/cloud-adoption-framework/ready/azure-best-practices/resource-tagging#minimum-suggested-tags + PromotedTags = {"Application", "BusinessUnit", "CostCenter", "Department", "Division", "Env", "Owner", "Product", "Project", "Purpose", "Service"}, - // annotation PBI_QueryRelationships = {"columnCount":50,"keyColumnNames":[],"queryRelationships":[],"columnIdentities":["Section1/Usage details amortized/usagedetailsamortized.{BillingAccountId,0}","Section1/Usage details amortized/usagedetailsamortized.{BillingAccountName,1}","Section1/Usage details amortized/usagedetailsamortized.{BillingPeriodStartDate,2}","Section1/Usage details amortized/usagedetailsamortized.{BillingPeriodEndDate,3}","Section1/Usage details amortized/usagedetailsamortized.{BillingProfileId,4}","Section1/Usage details amortized/usagedetailsamortized.{BillingProfileName,5}","Section1/Usage details amortized/usagedetailsamortized.{AccountOwnerId,6}","Section1/Usage details amortized/usagedetailsamortized.{AccountName,7}","Section1/Usage details amortized/usagedetailsamortized.{SubscriptionId,8}","Section1/Usage details amortized/usagedetailsamortized.{SubscriptionName,9}","Section1/Usage details amortized/usagedetailsamortized.{Date,10}","Section1/Usage details amortized/usagedetailsamortized.{Product,11}","Section1/Usage details amortized/usagedetailsamortized.{PartNumber,12}","Section1/Usage details amortized/usagedetailsamortized.{MeterId,13}","Section1/Usage details amortized/usagedetailsamortized.{ServiceFamily,14}","Section1/Usage details amortized/usagedetailsamortized.{MeterCategory,15}","Section1/Usage details amortized/usagedetailsamortized.{MeterSubCategory,16}","Section1/Usage details amortized/usagedetailsamortized.{MeterRegion,17}","Section1/Usage details amortized/usagedetailsamortized.{MeterName,18}","Section1/Usage details amortized/usagedetailsamortized.{Quantity,19}","Section1/Usage details amortized/usagedetailsamortized.{EffectivePrice,20}","Section1/Usage details amortized/usagedetailsamortized.{Cost,21}","Section1/Usage details amortized/usagedetailsamortized.{UnitPrice,22}","Section1/Usage details amortized/usagedetailsamortized.{BillingCurrency,23}","Section1/Usage details amortized/usagedetailsamortized.{ResourceLocation,24}","Section1/Usage details amortized/usagedetailsamortized.{AvailabilityZone,25}","Section1/Usage details amortized/usagedetailsamortized.{ConsumedService,26}","Section1/Usage details amortized/usagedetailsamortized.{ResourceId,27}","Section1/Usage details amortized/usagedetailsamortized.{ResourceName,28}","Section1/Usage details amortized/usagedetailsamortized.{ServiceInfo1,29}","Section1/Usage details amortized/usagedetailsamortized.{ServiceInfo2,30}","Section1/Usage details amortized/usagedetailsamortized.{AdditionalInfo,31}","Section1/Usage details amortized/usagedetailsamortized.{Tags,32}","Section1/Usage details amortized/usagedetailsamortized.{InvoiceSectionId,33}","Section1/Usage details amortized/usagedetailsamortized.{InvoiceSection,34}","Section1/Usage details amortized/usagedetailsamortized.{CostCenter,35}","Section1/Usage details amortized/usagedetailsamortized.{UnitOfMeasure,36}","Section1/Usage details amortized/usagedetailsamortized.{ResourceGroup,37}","Section1/Usage details amortized/usagedetailsamortized.{ReservationId,38}","Section1/Usage details amortized/usagedetailsamortized.{ReservationName,39}","Section1/Usage details amortized/usagedetailsamortized.{ProductOrderId,40}","Section1/Usage details amortized/usagedetailsamortized.{ProductOrderName,41}","Section1/Usage details amortized/usagedetailsamortized.{OfferId,42}","Section1/Usage details amortized/usagedetailsamortized.{IsAzureCreditEligible,43}","Section1/Usage details amortized/usagedetailsamortized.{Term,44}","Section1/Usage details amortized/usagedetailsamortized.{PublisherName,45}","Section1/Usage details amortized/usagedetailsamortized.{PlanName,46}","Section1/Usage details amortized/usagedetailsamortized.{ChargeType,47}","Section1/Usage details amortized/usagedetailsamortized.{Frequency,48}","Section1/Usage details amortized/usagedetailsamortized.{PublisherType,49}"],"ColumnCount":50,"KeyColumnNames":[],"ColumnIdentities":["Section1/Usage details amortized/usagedetailsamortized.{BillingAccountId,0}","Section1/Usage details amortized/usagedetailsamortized.{BillingAccountName,1}","Section1/Usage details amortized/usagedetailsamortized.{BillingPeriodStartDate,2}","Section1/Usage details amortized/usagedetailsamortized.{BillingPeriodEndDate,3}","Section1/Usage details amortized/usagedetailsamortized.{BillingProfileId,4}","Section1/Usage details amortized/usagedetailsamortized.{BillingProfileName,5}","Section1/Usage details amortized/usagedetailsamortized.{AccountOwnerId,6}","Section1/Usage details amortized/usagedetailsamortized.{AccountName,7}","Section1/Usage details amortized/usagedetailsamortized.{SubscriptionId,8}","Section1/Usage details amortized/usagedetailsamortized.{SubscriptionName,9}","Section1/Usage details amortized/usagedetailsamortized.{Date,10}","Section1/Usage details amortized/usagedetailsamortized.{Product,11}","Section1/Usage details amortized/usagedetailsamortized.{PartNumber,12}","Section1/Usage details amortized/usagedetailsamortized.{MeterId,13}","Section1/Usage details amortized/usagedetailsamortized.{ServiceFamily,14}","Section1/Usage details amortized/usagedetailsamortized.{MeterCategory,15}","Section1/Usage details amortized/usagedetailsamortized.{MeterSubCategory,16}","Section1/Usage details amortized/usagedetailsamortized.{MeterRegion,17}","Section1/Usage details amortized/usagedetailsamortized.{MeterName,18}","Section1/Usage details amortized/usagedetailsamortized.{Quantity,19}","Section1/Usage details amortized/usagedetailsamortized.{EffectivePrice,20}","Section1/Usage details amortized/usagedetailsamortized.{Cost,21}","Section1/Usage details amortized/usagedetailsamortized.{UnitPrice,22}","Section1/Usage details amortized/usagedetailsamortized.{BillingCurrency,23}","Section1/Usage details amortized/usagedetailsamortized.{ResourceLocation,24}","Section1/Usage details amortized/usagedetailsamortized.{AvailabilityZone,25}","Section1/Usage details amortized/usagedetailsamortized.{ConsumedService,26}","Section1/Usage details amortized/usagedetailsamortized.{ResourceId,27}","Section1/Usage details amortized/usagedetailsamortized.{ResourceName,28}","Section1/Usage details amortized/usagedetailsamortized.{ServiceInfo1,29}","Section1/Usage details amortized/usagedetailsamortized.{ServiceInfo2,30}","Section1/Usage details amortized/usagedetailsamortized.{AdditionalInfo,31}","Section1/Usage details amortized/usagedetailsamortized.{Tags,32}","Section1/Usage details amortized/usagedetailsamortized.{InvoiceSectionId,33}","Section1/Usage details amortized/usagedetailsamortized.{InvoiceSection,34}","Section1/Usage details amortized/usagedetailsamortized.{CostCenter,35}","Section1/Usage details amortized/usagedetailsamortized.{UnitOfMeasure,36}","Section1/Usage details amortized/usagedetailsamortized.{ResourceGroup,37}","Section1/Usage details amortized/usagedetailsamortized.{ReservationId,38}","Section1/Usage details amortized/usagedetailsamortized.{ReservationName,39}","Section1/Usage details amortized/usagedetailsamortized.{ProductOrderId,40}","Section1/Usage details amortized/usagedetailsamortized.{ProductOrderName,41}","Section1/Usage details amortized/usagedetailsamortized.{OfferId,42}","Section1/Usage details amortized/usagedetailsamortized.{IsAzureCreditEligible,43}","Section1/Usage details amortized/usagedetailsamortized.{Term,44}","Section1/Usage details amortized/usagedetailsamortized.{PublisherName,45}","Section1/Usage details amortized/usagedetailsamortized.{PlanName,46}","Section1/Usage details amortized/usagedetailsamortized.{ChargeType,47}","Section1/Usage details amortized/usagedetailsamortized.{Frequency,48}","Section1/Usage details amortized/usagedetailsamortized.{PublisherType,49}"],"RelationshipInfo":[]} + // Get the data + RawData = ftk_Storage("focuscost"), + + // Helper functions + _exists = (col) => Table.HasColumns(RawData, col), + _isMissing = (col) => _exists(col) = false, + _isBlank = (val) => val = null or val = "" or Text.Replace(val, " ", "") = "", + _isNotBlank = (val) => _isBlank(val) = false, + _stringValue = (val) => if _isBlank(val) then null else val, + _swapCol = (tbl, oldCol, newCol, newVal, optional newType) => let add = Table.AddColumn(tbl, newCol, newVal, newType), del = if Table.HasColumns(add, oldCol) then Table.RemoveColumns(add, {oldCol}) else add in del, + _resetCol = (tbl, col, newVal, optional newType) => let tmpCol = Text.Combine({"tmp_", col}), tmp = _swapCol(tbl, col, tmpCol, newVal, newType), ren = Table.RenameColumns(tmp, {{tmpCol, col}}) in ren, + + // Update previous FOCUS versions + PerformDeprecatedOptimizations = #"Deprecated: Perform Extra Query Optimizations", + HasPreview = Table.HasColumns(RawData, {"ChargeSubcategory"}), + Has10 = Table.HasColumns(RawData, {"ChargeClass"}), + LatestSchema = if HasPreview = false then RawData + else if PerformDeprecatedOptimizations = false then error "LegacyFocusVersion: Please enable the 'Perform Extra Query Optimizations' parameter" + else ( + let + ChargeClass = if Has10 + then Table.ReplaceValue(RawData, null, each if [ChargeSubcategory] = "Refund" then "Correction" else null, Replacer.ReplaceValue, {"ChargeClass"}) + else Table.AddColumn( RawData, "ChargeClass", each if [ChargeSubcategory] = "Refund" then "Correction" else null), + CDStatus = if Has10 + then Table.ReplaceValue(ChargeClass, null, each if [ChargeSubcategory] = "Used Commitment" or [ChargeSubcategory] = "Unused Commitment" then Text.Replace([ChargeSubcategory], " Commitment", "") else null, Replacer.ReplaceValue, {"CommitmentDiscountStatus"}) + else Table.AddColumn( ChargeClass, "CommitmentDiscountStatus", each if [ChargeSubcategory] = "Used Commitment" or [ChargeSubcategory] = "Unused Commitment" then Text.Replace([ChargeSubcategory], " Commitment", "") else null), + ConsumedQuantity = if Has10 + then Table.ReplaceValue(CDStatus, null, each if [ChargeCategory] = "Usage" then [UsageQuantity] else null, Replacer.ReplaceValue, {"ConsumedQuantity"}) + else Table.AddColumn( CDStatus, "ConsumedQuantity", each if [ChargeCategory] = "Usage" then [UsageQuantity] else null), + ConsumedUnit = if Has10 + then Table.ReplaceValue(ConsumedQuantity, null, each if [ChargeCategory] = "Usage" then [UsageUnit] else null, Replacer.ReplaceValue, {"ConsumedUnit"}) + else Table.AddColumn( ConsumedQuantity, "ConsumedUnit", each if [ChargeCategory] = "Usage" then [UsageUnit] else null), + ChargeCategory = Table.ReplaceValue(ConsumedUnit, each [ChargeCategory], each if [ChargeCategory] = "Adjustment" and [ChargeSubcategory] = "Refund" then "Purchase" else [ChargeCategory], Replacer.ReplaceValue, {"ChargeCategory"}), + PricingCategory = Table.ReplaceValue(ChargeCategory, each [PricingCategory], each if [PricingCategory] = "On-Demand" then "Standard" else if [PricingCategory] = "Commitment-Based" then "Committed" else [PricingCategory], Replacer.ReplaceValue, {"PricingCategory"}), + RenamePreviewCols = if Has10 + then Table.ReplaceValue(Table.ReplaceValue(Table.ReplaceValue(Table.ReplaceValue(PricingCategory, + each [ContractedCost], each if [ContractedCost] <> null then [ContractedCost] else [x_OnDemandCost], Replacer.ReplaceValue, {"ContractedCost"}), + each [x_ContractedCostInUsd], each if [x_ContractedCostInUsd] <> null then [x_ContractedCostInUsd] else [x_OnDemandCostInUsd], Replacer.ReplaceValue, {"x_ContractedCostInUsd"}), + each [ContractedUnitPrice], each if [ContractedUnitPrice] <> null then [ContractedUnitPrice] else [x_OnDemandUnitPrice], Replacer.ReplaceValue, {"ContractedUnitPrice"}), + each [RegionName], each if [RegionName] <> null then [RegionName] else [Region], Replacer.ReplaceValue, {"RegionName"}) + else Table.RenameColumns(PricingCategory, {{"x_OnDemandCost", "ContractedCost"}, {"x_OnDemandCostInUsd", "x_ContractedCostInUsd"}, {"x_OnDemandUnitPrice", "ContractedUnitPrice"}, {"Region", "RegionName"}}), + RemovePreviewCols = Table.RemoveColumns(RenamePreviewCols, {"ChargeSubcategory", "UsageQuantity", "UsageUnit", "x_ChargeId"}) + in + RemovePreviewCols + ), + + // Fix known bugs and set datatyps + Fixes = Table.TransformColumnTypes( + Table.ReplaceValue(Table.ReplaceValue( + // Create AvailabilityZone column if missing to support non-Microsoft clouds + if Table.HasColumns(LatestSchema, {"AvailabilityZone"}) then LatestSchema else Table.AddColumn(LatestSchema, "AvailabilityZone", each null), + // Fix savings plan purchases -- Cost Management fix pending as of Dec 8, 2024 + each [EffectiveCost], each if [ChargeCategory] = "Purchase" and [CommitmentDiscountId] <> "" and [CommitmentDiscountId] <> null then 0.0 else [EffectiveCost], Replacer.ReplaceValue, {"EffectiveCost"}), + // Fix PricingCategory values -- Remove after Oct 1, 2025 + "Standard", each if [CommitmentDiscountId] <> null and [ChargeCategory] = "Usage" then "Committed" else [PricingCategory], Replacer.ReplaceValue, {"PricingCategory"}), + { + // Date columns + {"BillingPeriodEnd", type datetimezone}, + {"BillingPeriodStart", type datetimezone}, + {"ChargePeriodEnd", type datetimezone}, + {"ChargePeriodStart", type datetimezone}, + {"x_BillingExchangeRateDate", type datetimezone}, + {"x_ServicePeriodStart", type datetimezone}, + {"x_ServicePeriodEnd", type datetimezone}, + // Cost/price columns + {"BilledCost", type number}, + {"ContractedCost", type number}, + {"ContractedUnitPrice", type number}, + {"EffectiveCost", type number}, + {"ListCost", type number}, + {"ListUnitPrice", type number}, + {"x_BilledCostInUsd", type number}, + {"x_BilledUnitPrice", type number}, + {"x_ContractedCostInUsd", type number}, + {"x_EffectiveCostInUsd", type number}, + {"x_EffectiveUnitPrice", type number}, + // Other columns + {"ConsumedQuantity", type number}, + {"PricingQuantity", type number}, + {"x_BillingExchangeRate", type number}, + {"x_PartnerCreditRate", type number}, + {"x_PricingBlockSize", type number} + // {"x_SkuTerm", type number} + // {"x_SkuIsCreditEligible", type logical} + // {"x_PartnerCreditApplied", type logical} + } + ), + OptionalFixes = if PerformDeprecatedOptimizations = false then Fixes else Table.ReplaceValue(Table.ReplaceValue(Table.ReplaceValue( + // Track all the changes we're about to make before we make them for transparency + Table.AddColumn( + Fixes, + "x_SourceChanges", + each let + value = Text.Combine(List.RemoveNulls({ + if ([ContractedCost] = null or [ContractedCost] = 0) and [EffectiveCost] <> 0 then "MissingContractedCost" else null, + if ([ContractedUnitPrice] = null or [ContractedUnitPrice] = 0) and [x_EffectiveUnitPrice] <> 0 then "MissingContractedUnitPrice" else null, + if ([ListCost] = null or [ListCost] = 0) and ([ContractedCost] <> 0 or [EffectiveCost] <> 0) then "MissingListCost" else null, + if ([ListUnitPrice] = null or [ListUnitPrice] = 0) and ([ContractedUnitPrice] <> 0 or [x_EffectiveUnitPrice] <> 0) then "MissingListUnitPrice" else null, + if [PricingCategory] = "Standard" and [CommitmentDiscountId] <> null and [ChargeCategory] = "Usage" then "PricingCategoryShouldBeCommitted" else null, + if [x_SkuTerm] = "1Year" or [x_SkuTerm] = "3Years" or [x_SkuTerm] = "5Years" then "SkuTermShouldBeAnInteger" else null + }), ","), + output = if _isBlank(value) then null else value + in + output + ), + // Fix inconsistent Microsoft x_SkuTerm values + "1Year", 12, Replacer.ReplaceValue, {"x_SkuTerm"}), + "3Years", 36, Replacer.ReplaceValue, {"x_SkuTerm"}), + "5Years", 60, Replacer.ReplaceValue, {"x_SkuTerm"}), + + // Split CostDetails by what needs prices and what doesn't + PopulateMissingPrices = + Table.TransformColumnTypes( + if #"Experimental: Add Missing Prices" = false then + // Copy prices/costs from related columns + Table.ReplaceValue(Table.ReplaceValue(Table.ReplaceValue(Table.ReplaceValue(OptionalFixes, + 0.0, each if [x_EffectiveUnitPrice] <> 0 then [x_EffectiveUnitPrice] else [ContractedUnitPrice], Replacer.ReplaceValue, {"ContractedUnitPrice"}), + 0.0, each if ([ContractedUnitPrice] <> 0 or [x_EffectiveUnitPrice] <> 0) then [ContractedUnitPrice] else [ListUnitPrice], Replacer.ReplaceValue, {"ListUnitPrice"}), + 0.0, each if [EffectiveCost] <> 0 then [EffectiveCost] else [ContractedCost], Replacer.ReplaceValue, {"ContractedCost"}), + 0.0, each if ([ContractedCost] <> 0 or [EffectiveCost] <> 0) then [ContractedCost] else [ListCost], Replacer.ReplaceValue, {"ListCost"}) + else + Table.RemoveColumns( + Table.ReplaceValue(Table.ReplaceValue(Table.ReplaceValue(Table.ReplaceValue( + // Join only the rows/columns that need to be joined + Table.ExpandTableColumn( + Table.NestedJoin( + Table.AddColumn(OptionalFixes, "tmp_MeterOfferStart", each [x_SkuMeterId] & [x_SkuOfferId] & DateTimeZone.ToText([ChargePeriodStart], [Format="yyyy-MM"])), + {"tmp_MeterOfferStart"}, + // Join missing prices with the cost rows that are missing those prices + Table.SelectColumns( + Table.AddColumn( + Table.SelectRows(Prices, each [x_SkuPriceType] = "Consumption" and [x_SkuMeterId] <> "" and [x_SkuMeterId] <> null), + "tmp_MeterOfferStart", + each [x_SkuMeterId] & (if Table.HasColumns(Prices, {"x_SkuOfferId"}) then [x_SkuOfferId] else "") & DateTime.ToText([x_EffectivePeriodStart], [Format="yyyy-MM"]) + ), + {"tmp_MeterOfferStart", "ListUnitPrice", "ContractedUnitPrice", "PricingUnit", "x_PricingBlockSize"} + ), + {"tmp_MeterOfferStart"}, + "Prices", + JoinKind.LeftOuter + ), + "Prices", + {"ListUnitPrice", "ContractedUnitPrice", "PricingUnit", "x_PricingBlockSize"}, + {"NewListUnitPrice", "NewContractedUnitPrice", "NewPricingUnit", "NewPricingBlockSize"} + ), + // Update missing prices + 0.0, each if [x_EffectiveUnitPrice] <> 0 and [PricingUnit] = [NewPricingUnit] then [NewContractedUnitPrice] * [x_BillingExchangeRate] / [NewPricingBlockSize] * [x_PricingBlockSize] else [x_EffectiveUnitPrice], Replacer.ReplaceValue, {"ContractedUnitPrice"}), + 0.0, each if ([ContractedUnitPrice] <> 0 or [x_EffectiveUnitPrice] <> 0) and [PricingUnit] = [NewPricingUnit] then [NewListUnitPrice] * [x_BillingExchangeRate] / [NewPricingBlockSize] * [x_PricingBlockSize] else [ContractedUnitPrice], Replacer.ReplaceValue, {"ListUnitPrice"}), + // Update missing costs + 0.0, each if [EffectiveCost] <> 0 and [ContractedUnitPrice] <> null then [PricingQuantity] * [ContractedUnitPrice] else [ContractedCost], Replacer.ReplaceValue, {"ContractedCost"}), + 0.0, each if ([ContractedCost] <> 0 or [EffectiveCost] <> 0) and [ListUnitPrice] <> null then [PricingQuantity] * [ListUnitPrice] else [ListCost], Replacer.ReplaceValue, {"ListCost"}), + {"NewListUnitPrice", "NewContractedUnitPrice", "NewPricingUnit", "NewPricingBlockSize", "tmp_MeterOfferStart"} + ), + {{"ContractedCost", type number}, {"ContractedUnitPrice", type number}, {"ListCost", type number}, {"ListUnitPrice", type number}} + ), + + Add = Table.AddColumn(Table.AddColumn(Table.AddColumn(Table.AddColumn(Table.AddColumn(Table.AddColumn(Table.AddColumn(Table.AddColumn(Table.AddColumn(Table.AddColumn(Table.AddColumn(Table.AddColumn(Table.AddColumn( + PopulateMissingPrices, + // Parse arrays + "x_SkuDetailsDictionary", each if _isBlank([x_SkuDetails]) then [] else try Json.Document([x_SkuDetails]) otherwise []), + "x_TagsDictionary", each if _isBlank([Tags]) then [] else try Json.Document([Tags]) otherwise []), + // Commitment metadata + "x_CommitmentDiscountUtilizationPotential", each if [CommitmentDiscountCategory] = "Usage" then [ConsumedQuantity] else if [CommitmentDiscountCategory] = "Spend" then [EffectiveCost] else 0, type number), + "x_CommitmentDiscountUtilizationAmount", each if [CommitmentDiscountStatus] = "Used" then [x_CommitmentDiscountUtilizationPotential] else 0, type number), + // Savings calculations + // TODO: Remove or make a % -- "x_CommitmentDiscountPercent", each if [ContractedUnitPrice] <> null and [ContractedUnitPrice] > 0 and [x_EffectiveUnitPrice] <> null and [x_EffectiveUnitPrice] > 0 and [ContractedUnitPrice] >= [x_EffectiveUnitPrice] then [ContractedUnitPrice] - [x_EffectiveUnitPrice] else null, type number), + // TODO: Remove or make a % -- "x_NegotiatedDiscountPercent", each if [ContractedUnitPrice] <> null and [ContractedUnitPrice] > 0 and [ListUnitPrice] <> null and [ListUnitPrice] > 0 and [ListUnitPrice] >= [ContractedUnitPrice] then [ListUnitPrice] - [ContractedUnitPrice] else null, type number), + // TODO: Remove or make a % -- "x_DiscountUnitPriceSavings", each if [ListUnitPrice] <> null and [ListUnitPrice] > 0 and [x_EffectiveUnitPrice] <> null and [x_EffectiveUnitPrice] > 0 and [ListUnitPrice] > 0 and [ListUnitPrice] >= [x_EffectiveUnitPrice] then [ListUnitPrice] - [x_EffectiveUnitPrice] else null, type number), + "x_CommitmentDiscountSavings", each if _isBlank([CommitmentDiscountCategory]) then 0 else if [ContractedCost] <> null and [ContractedCost] > 0 and [EffectiveCost] <> null and [EffectiveCost] > 0 and [ContractedCost] >= [EffectiveCost] then [ContractedCost] - [EffectiveCost] else null, type number), + "x_NegotiatedDiscountSavings", each if [ListCost] <> null and [ListCost] > 0 and [ContractedCost] <> null and [ContractedCost] > 0 and [ListCost] >= [ContractedCost] then [ListCost] - [ContractedCost] else null, type number), + "x_AmortizationCategory", each if [ChargeCategory] = "Purchase" and _isNotBlank([CommitmentDiscountId]) then "Principal" else if _isNotBlank([CommitmentDiscountId]) then "Amortized Charge" else ""), + "x_CommitmentDiscountPercent", each if [ContractedUnitPrice] = 0 then 0 else ([ContractedUnitPrice] - [x_EffectiveUnitPrice]) / [ContractedUnitPrice]), + "x_NegotiatedDiscountPercent", each if [ListUnitPrice] = 0 then 0 else ([ListUnitPrice] - [ContractedUnitPrice]) / [ListUnitPrice]), + "x_TotalDiscountPercent", each if [ListUnitPrice] = 0 then 0 else ([ListUnitPrice] - [x_EffectiveUnitPrice]) / [ListUnitPrice]), + "x_TotalSavings", + each if [ListCost] <> null and [ListCost] > 0 and [EffectiveCost] <> null and [EffectiveCost] > 0 and [ListCost] >= [EffectiveCost] then [ListCost] - [EffectiveCost] + else if [ContractedCost] <> null and [ContractedCost] > 0 and [EffectiveCost] <> null and [EffectiveCost] > 0 and [ContractedCost] >= [EffectiveCost] then [ContractedCost] - [EffectiveCost] else null, type number), + // Month column + "x_ChargeMonth", each DateTime.Date(Date.StartOfMonth([ChargePeriodStart])), type date), + "x_ReportingDate", each if #"Default Granularity" = "Monthly" then [x_ChargeMonth] else DateTime.Date([ChargePeriodStart]), type date), + OptionalAdd = if PerformDeprecatedOptimizations = false then Add else Table.AddColumn(Table.AddColumn(Table.AddColumn(Table.AddColumn(Table.AddColumn( + Add, + // Explain why cost is 0 + "x_FreeReason", + each if [BilledCost] <> 0.0 or [EffectiveCost] <> 0.0 then null + else if [PricingCategory] = "Committed" then "Unknown " & [CommitmentDiscountStatus] & " Commitment" + else if [x_BilledUnitPrice] = 0.0 and [x_EffectiveUnitPrice] = 0.0 and [ContractedUnitPrice] = 0.0 and [ListUnitPrice] = 0.0 and _isBlank([CommitmentDiscountType]) then ( + if _isNotBlank([x_SkuDescription]) and Text.Contains([x_SkuDescription], "Trial") then "Trial" else if _isNotBlank([x_SkuDescription]) and Text.Contains([x_SkuDescription], "Preview") then "Preview" else "Other" + ) + else if [x_BilledUnitPrice] > 0.0 or [x_EffectiveUnitPrice] > 0.0 then ( + if [PricingQuantity] > 0.0 then "Low Usage" else if [PricingQuantity] = 0.0 then "No Usage" else "Unknown Negative Quantity" + ) + else "Unknown" + ), + // Unique names -- Must be after ResourceName cleanup and Commitment columns + // TODO: Only add differentiators when the name is not unique + "CommitmentDiscountNameUnique", each if _isBlank([CommitmentDiscountId]) then null else [CommitmentDiscountName] & " (" & [CommitmentDiscountType] & ")"), + "ResourceNameUnique", each if _isBlank([ResourceId]) then null else [ResourceName] & " (" & [ResourceType] & ")"), + "x_ResourceGroupNameUnique", each if _isBlank([x_ResourceGroupName]) then null else [x_ResourceGroupName] & " (" & [SubAccountName] & ")"), + "SubAccountNameUnique", each if _isBlank([SubAccountId]) then null else [SubAccountName] & " (" & ftk_ParseResourceName([SubAccountId]) & ")"), + + // FTK columns + FTK = Table.RemoveColumns( + Table.AddColumn(Table.AddColumn(Table.AddColumn(Table.AddColumn( + Table.ExpandRecordColumn( + Table.ReplaceErrorValues(Table.AddColumn(OptionalAdd, "tmp_Tags", each [x_TagsDictionary]), {{"tmp_Tags", null}}), + "tmp_Tags", + {"cm-resource-parent", "ms-resource-parent", "hidden-managedby", "costanalysis-parent", "ftk-version", "ftk-tool"}, + {"tmp_cmParent", "tmp_msParent", "tmp_ManagedBy", "tmp_caParent", "x_ToolkitVersion", "tmp_ToolkitTool"} + ), + "x_ResourceParentId", + each _stringValue(Text.Replace("/" & ( + if _isNotBlank([tmp_cmParent]) then [tmp_cmParent] + else if _isNotBlank([tmp_msParent]) then [tmp_msParent] + else if _isNotBlank([tmp_ManagedBy]) then [tmp_ManagedBy] + else if _isNotBlank([tmp_caParent]) then [tmp_caParent] + else null + ), "//", "/"))), + "x_ResourceParentType", each ftk_ParseResourceType([x_ResourceParentId])), + "x_ResourceParentName", each ftk_ParseResourceName([x_ResourceParentId])), + "x_ToolkitTool", + each if _isNotBlank([tmp_ToolkitTool]) then [tmp_ToolkitTool] + else if _isBlank([x_ResourceParentId]) then null + else if Text.Contains(Text.Lower([x_ResourceParentId]), "/providers/microsoft.cloud/hubs/") then "FinOps hubs" + else null + ), + { "tmp_cmParent", "tmp_msParent", "tmp_caParent", "tmp_ManagedBy", "tmp_ToolkitTool" } + ), + + // Extracted tags + // TODO: Consider adding tag cleanup to this as well + ExtractedTags = Table.ExpandRecordColumn( + Table.ReplaceErrorValues(Table.AddColumn(FTK, "tmp_Tags", each [x_TagsDictionary]), {{"tmp_Tags", null}}), + "tmp_Tags", + PromotedTags, + List.Transform(PromotedTags, each "tag_" & _) + ), + + // AHB columns + // TODO: Add SQL AHB handling + AHB = Table.RemoveColumns( + Table.AddColumn(Table.AddColumn(Table.AddColumn(Table.AddColumn(Table.AddColumn(Table.AddColumn( + Table.TransformColumnTypes( + Table.ExpandRecordColumn( + Table.ReplaceErrorValues(Table.AddColumn(ExtractedTags, "tmp_SkuDetails", each [x_SkuDetailsDictionary]), {{"tmp_SkuDetails", null}}), + "tmp_SkuDetails", + {"UsageType", "ImageType", "ServiceType", "VMName", "VMProperties", "VCPUs", "ReservationOrderId", "ReservationId", "VMCapacityReservationId", "AHB", "vCores"}, + {"x_SkuUsageType", "x_SkuImageType", "x_SkuType", "tmp_VMName", "x_SkuVMProperties", "tmp_VMvCPUs", "tmp_AddlReservationOrderId", "tmp_AddlReservationId", "x_CapacityCommitmentId", "tmp_SQLAHB", "tmp_SQLvCores"} + ), + {{"tmp_VMvCPUs", Int64.Type}, {"tmp_SQLvCores", Int64.Type}} + ), + "x_ResourceMachineName", each if _isNotBlank([tmp_VMName]) then [tmp_VMName] else null), + "x_SkuCoreCount", each if [tmp_VMvCPUs] <> null then [tmp_VMvCPUs] else if [tmp_SQLvCores] <> null then [tmp_SQLvCores] else null, Int64.Type), + "x_ConsumedCoreHours", each if [x_SkuCoreCount] <> null then [x_SkuCoreCount] * [ConsumedQuantity] else null, type number), + "x_SkuLicenseQuantity", + each if [x_SkuCoreCount] = null then 0 + else if [x_SkuCoreCount] <= 8 then 8 + else if [x_SkuCoreCount] <= 16 then 16 + else if [x_SkuCoreCount] = 20 then 24 + else if [x_SkuCoreCount] > 20 then [x_SkuCoreCount] + else 0, + type number + ), + "x_SkuLicenseStatus", each if _isNotBlank([x_SkuMeterSubcategory]) and Text.Contains([x_SkuMeterSubcategory], "Windows") or [tmp_SQLAHB] = "False" then "Not enabled" else if (_isNotBlank([x_SkuImageType]) and Text.Contains([x_SkuImageType], "Windows Server BYOL")) or [tmp_SQLAHB] = "True" or (_isNotBlank([x_SkuMeterSubcategory]) and Text.Contains([x_SkuMeterSubcategory], "Azure Hybrid Benefit")) then "Enabled" else "Not supported"), + "x_CommitmentDiscountKey", each [x_SkuType] & [x_SkuMeterId]), + { "tmp_AddlReservationOrderId", "tmp_AddlReservationId", "tmp_SQLAHB", "tmp_SQLvCores", "tmp_VMName", "tmp_VMvCPUs" } + ), + + // Unique key for the record -- WARNING: This increases the data size significantly. + /* + ChargeId = Table.AddColumn(Month, "x_ChargeId", each Text.Combine(List.RemoveItems({ + Date.ToText([ChargePeriodStart]), + [x_BillingAccountId], + if [x_BillingProfileId] = [x_BillingAccountId] then null else [x_BillingProfileId], // Only add BP if not the same as the BA (all EA) + [x_InvoiceSectionId], + if _isNotBlank([ResourceId]) and Text.Contains([ResourceId], [x_SubscriptionId]) then null else [x_SubscriptionId], // Only add sub if not in the resource ID + [ResourceId], + [tmp_ResourceLocation], + [x_SkuOfferId], + [SkuPriceId], + [x_SkuMeterId], + [x_SkuPartNumber], + if _isBlank([CommitmentDiscountId]) then null else List.Last(Text.Split([CommitmentDiscountId], "/")), + [x_CostAllocationRuleName], + [x_CostCenter], + if _isBlank([Tags]) then null else Text.Remove([Tags], {"{","""","}"}), + if _isBlank([x_SkuDetails]) then null else Text.Remove([x_SkuDetails], {"{","""","}"}) + }, {null, ""}), "-")), + */ + + // Sort columns alphabetically + Output = Table.ReorderColumns(AHB, List.Sort(Table.ColumnNames(AHB))) + in + Output ``` annotation PBI_ResultType = Table annotation PBI_NavigationStepName = Navigation + annotation PBI_QueryRelationships = {"columnCount":50,"keyColumnNames":[],"queryRelationships":[],"columnIdentities":["Section1/Usage details amortized/usagedetailsamortized.{BillingAccountId,0}","Section1/Usage details amortized/usagedetailsamortized.{BillingAccountName,1}","Section1/Usage details amortized/usagedetailsamortized.{BillingPeriodStartDate,2}","Section1/Usage details amortized/usagedetailsamortized.{BillingPeriodEndDate,3}","Section1/Usage details amortized/usagedetailsamortized.{BillingProfileId,4}","Section1/Usage details amortized/usagedetailsamortized.{BillingProfileName,5}","Section1/Usage details amortized/usagedetailsamortized.{AccountOwnerId,6}","Section1/Usage details amortized/usagedetailsamortized.{AccountName,7}","Section1/Usage details amortized/usagedetailsamortized.{SubscriptionId,8}","Section1/Usage details amortized/usagedetailsamortized.{SubscriptionName,9}","Section1/Usage details amortized/usagedetailsamortized.{Date,10}","Section1/Usage details amortized/usagedetailsamortized.{Product,11}","Section1/Usage details amortized/usagedetailsamortized.{PartNumber,12}","Section1/Usage details amortized/usagedetailsamortized.{MeterId,13}","Section1/Usage details amortized/usagedetailsamortized.{ServiceFamily,14}","Section1/Usage details amortized/usagedetailsamortized.{MeterCategory,15}","Section1/Usage details amortized/usagedetailsamortized.{MeterSubCategory,16}","Section1/Usage details amortized/usagedetailsamortized.{MeterRegion,17}","Section1/Usage details amortized/usagedetailsamortized.{MeterName,18}","Section1/Usage details amortized/usagedetailsamortized.{Quantity,19}","Section1/Usage details amortized/usagedetailsamortized.{EffectivePrice,20}","Section1/Usage details amortized/usagedetailsamortized.{Cost,21}","Section1/Usage details amortized/usagedetailsamortized.{UnitPrice,22}","Section1/Usage details amortized/usagedetailsamortized.{BillingCurrency,23}","Section1/Usage details amortized/usagedetailsamortized.{ResourceLocation,24}","Section1/Usage details amortized/usagedetailsamortized.{AvailabilityZone,25}","Section1/Usage details amortized/usagedetailsamortized.{ConsumedService,26}","Section1/Usage details amortized/usagedetailsamortized.{ResourceId,27}","Section1/Usage details amortized/usagedetailsamortized.{ResourceName,28}","Section1/Usage details amortized/usagedetailsamortized.{ServiceInfo1,29}","Section1/Usage details amortized/usagedetailsamortized.{ServiceInfo2,30}","Section1/Usage details amortized/usagedetailsamortized.{AdditionalInfo,31}","Section1/Usage details amortized/usagedetailsamortized.{Tags,32}","Section1/Usage details amortized/usagedetailsamortized.{InvoiceSectionId,33}","Section1/Usage details amortized/usagedetailsamortized.{InvoiceSection,34}","Section1/Usage details amortized/usagedetailsamortized.{CostCenter,35}","Section1/Usage details amortized/usagedetailsamortized.{UnitOfMeasure,36}","Section1/Usage details amortized/usagedetailsamortized.{ResourceGroup,37}","Section1/Usage details amortized/usagedetailsamortized.{ReservationId,38}","Section1/Usage details amortized/usagedetailsamortized.{ReservationName,39}","Section1/Usage details amortized/usagedetailsamortized.{ProductOrderId,40}","Section1/Usage details amortized/usagedetailsamortized.{ProductOrderName,41}","Section1/Usage details amortized/usagedetailsamortized.{OfferId,42}","Section1/Usage details amortized/usagedetailsamortized.{IsAzureCreditEligible,43}","Section1/Usage details amortized/usagedetailsamortized.{Term,44}","Section1/Usage details amortized/usagedetailsamortized.{PublisherName,45}","Section1/Usage details amortized/usagedetailsamortized.{PlanName,46}","Section1/Usage details amortized/usagedetailsamortized.{ChargeType,47}","Section1/Usage details amortized/usagedetailsamortized.{Frequency,48}","Section1/Usage details amortized/usagedetailsamortized.{PublisherType,49}"],"ColumnCount":50,"KeyColumnNames":[],"ColumnIdentities":["Section1/Usage details amortized/usagedetailsamortized.{BillingAccountId,0}","Section1/Usage details amortized/usagedetailsamortized.{BillingAccountName,1}","Section1/Usage details amortized/usagedetailsamortized.{BillingPeriodStartDate,2}","Section1/Usage details amortized/usagedetailsamortized.{BillingPeriodEndDate,3}","Section1/Usage details amortized/usagedetailsamortized.{BillingProfileId,4}","Section1/Usage details amortized/usagedetailsamortized.{BillingProfileName,5}","Section1/Usage details amortized/usagedetailsamortized.{AccountOwnerId,6}","Section1/Usage details amortized/usagedetailsamortized.{AccountName,7}","Section1/Usage details amortized/usagedetailsamortized.{SubscriptionId,8}","Section1/Usage details amortized/usagedetailsamortized.{SubscriptionName,9}","Section1/Usage details amortized/usagedetailsamortized.{Date,10}","Section1/Usage details amortized/usagedetailsamortized.{Product,11}","Section1/Usage details amortized/usagedetailsamortized.{PartNumber,12}","Section1/Usage details amortized/usagedetailsamortized.{MeterId,13}","Section1/Usage details amortized/usagedetailsamortized.{ServiceFamily,14}","Section1/Usage details amortized/usagedetailsamortized.{MeterCategory,15}","Section1/Usage details amortized/usagedetailsamortized.{MeterSubCategory,16}","Section1/Usage details amortized/usagedetailsamortized.{MeterRegion,17}","Section1/Usage details amortized/usagedetailsamortized.{MeterName,18}","Section1/Usage details amortized/usagedetailsamortized.{Quantity,19}","Section1/Usage details amortized/usagedetailsamortized.{EffectivePrice,20}","Section1/Usage details amortized/usagedetailsamortized.{Cost,21}","Section1/Usage details amortized/usagedetailsamortized.{UnitPrice,22}","Section1/Usage details amortized/usagedetailsamortized.{BillingCurrency,23}","Section1/Usage details amortized/usagedetailsamortized.{ResourceLocation,24}","Section1/Usage details amortized/usagedetailsamortized.{AvailabilityZone,25}","Section1/Usage details amortized/usagedetailsamortized.{ConsumedService,26}","Section1/Usage details amortized/usagedetailsamortized.{ResourceId,27}","Section1/Usage details amortized/usagedetailsamortized.{ResourceName,28}","Section1/Usage details amortized/usagedetailsamortized.{ServiceInfo1,29}","Section1/Usage details amortized/usagedetailsamortized.{ServiceInfo2,30}","Section1/Usage details amortized/usagedetailsamortized.{AdditionalInfo,31}","Section1/Usage details amortized/usagedetailsamortized.{Tags,32}","Section1/Usage details amortized/usagedetailsamortized.{InvoiceSectionId,33}","Section1/Usage details amortized/usagedetailsamortized.{InvoiceSection,34}","Section1/Usage details amortized/usagedetailsamortized.{CostCenter,35}","Section1/Usage details amortized/usagedetailsamortized.{UnitOfMeasure,36}","Section1/Usage details amortized/usagedetailsamortized.{ResourceGroup,37}","Section1/Usage details amortized/usagedetailsamortized.{ReservationId,38}","Section1/Usage details amortized/usagedetailsamortized.{ReservationName,39}","Section1/Usage details amortized/usagedetailsamortized.{ProductOrderId,40}","Section1/Usage details amortized/usagedetailsamortized.{ProductOrderName,41}","Section1/Usage details amortized/usagedetailsamortized.{OfferId,42}","Section1/Usage details amortized/usagedetailsamortized.{IsAzureCreditEligible,43}","Section1/Usage details amortized/usagedetailsamortized.{Term,44}","Section1/Usage details amortized/usagedetailsamortized.{PublisherName,45}","Section1/Usage details amortized/usagedetailsamortized.{PlanName,46}","Section1/Usage details amortized/usagedetailsamortized.{ChargeType,47}","Section1/Usage details amortized/usagedetailsamortized.{Frequency,48}","Section1/Usage details amortized/usagedetailsamortized.{PublisherType,49}"],"RelationshipInfo":[]} + diff --git a/src/power-bi/storage/WorkloadOptimization.Report/report.json b/src/power-bi/storage/WorkloadOptimization.Report/report.json index 243a260ba..dd093c34a 100644 --- a/src/power-bi/storage/WorkloadOptimization.Report/report.json +++ b/src/power-bi/storage/WorkloadOptimization.Report/report.json @@ -116,1154 +116,1154 @@ "displayName": "Recommendations", "displayOption": 1, "filters": "[]", - "height": 720.00, + "height": 720.0, "name": "38074e77431ec2463ec4", "ordinal": 1, "visualContainers": [ { "config": "{\"name\":\"0c2c99f9906b8c357dd7\",\"layouts\":[{\"id\":0,\"position\":{\"x\":0,\"y\":56,\"z\":2000,\"width\":200,\"height\":56,\"tabOrder\":3000}}],\"singleVisual\":{\"visualType\":\"slicer\",\"projections\":{\"Values\":[{\"queryRef\":\"AdvisorRecommendations.properties.impact\",\"active\":true}]},\"prototypeQuery\":{\"Version\":2,\"From\":[{\"Name\":\"a\",\"Entity\":\"AdvisorRecommendations\",\"Type\":0}],\"Select\":[{\"Column\":{\"Expression\":{\"SourceRef\":{\"Source\":\"a\"}},\"Property\":\"properties.impact\"},\"Name\":\"AdvisorRecommendations.properties.impact\",\"NativeReferenceName\":\"Impact\"}]},\"expansionStates\":[{\"roles\":[\"Values\"],\"levels\":[{\"queryRefs\":[\"AdvisorRecommendations.properties.impact\"],\"isCollapsed\":true,\"isPinned\":true}],\"root\":{\"identityValues\":null}}],\"columnProperties\":{\"AdvisorRecommendations.properties.impact\":{\"displayName\":\"Impact\"}},\"drillFilterOtherVisuals\":true,\"objects\":{\"selection\":[{\"properties\":{\"singleSelect\":{\"expr\":{\"Literal\":{\"Value\":\"false\"}}},\"selectAllCheckboxEnabled\":{\"expr\":{\"Literal\":{\"Value\":\"true\"}}}}}],\"header\":[{\"properties\":{\"fontColor\":{\"solid\":{\"color\":{\"expr\":{\"ThemeDataColor\":{\"ColorId\":0,\"Percent\":0}}}}},\"fontFamily\":{\"expr\":{\"Literal\":{\"Value\":\"'''Segoe UI Semibold'', wf_segoe-ui_semibold, helvetica, arial, sans-serif'\"}}},\"show\":{\"expr\":{\"Literal\":{\"Value\":\"true\"}}},\"textSize\":{\"expr\":{\"Literal\":{\"Value\":\"9D\"}}},\"text\":{\"expr\":{\"Literal\":{\"Value\":\"'Impact'\"}}},\"outlineStyle\":{\"expr\":{\"Literal\":{\"Value\":\"0D\"}}}}}],\"items\":[{\"properties\":{\"steppedLayoutIndentation\":{\"expr\":{\"Literal\":{\"Value\":\"16D\"}}},\"expandCollapseToggleType\":{\"expr\":{\"Literal\":{\"Value\":\"0D\"}}},\"padding\":{\"expr\":{\"Literal\":{\"Value\":\"0D\"}}},\"background\":{\"solid\":{\"color\":{\"expr\":{\"Literal\":{\"Value\":\"'#E0DAF1'\"}}}}},\"outlineStyle\":{\"expr\":{\"Literal\":{\"Value\":\"0D\"}}},\"fontColor\":{\"solid\":{\"color\":{\"expr\":{\"ThemeDataColor\":{\"ColorId\":1,\"Percent\":0}}}}},\"textSize\":{\"expr\":{\"Literal\":{\"Value\":\"8D\"}}},\"bold\":{\"expr\":{\"Literal\":{\"Value\":\"false\"}}}}}],\"data\":[{\"properties\":{\"mode\":{\"expr\":{\"Literal\":{\"Value\":\"'Dropdown'\"}}}}}],\"pendingChangesIcon\":[{\"properties\":{\"show\":{\"expr\":{\"Literal\":{\"Value\":\"false\"}}},\"color\":{\"solid\":{\"color\":{\"expr\":{\"ThemeDataColor\":{\"ColorId\":8,\"Percent\":0}}}}},\"position\":{\"expr\":{\"Literal\":{\"Value\":\"'left'\"}}}}}],\"general\":[{\"properties\":{}}]},\"vcObjects\":{\"visualTooltip\":[{\"properties\":{\"show\":{\"expr\":{\"Literal\":{\"Value\":\"false\"}}}}}],\"border\":[{\"properties\":{\"show\":{\"expr\":{\"Literal\":{\"Value\":\"false\"}}},\"color\":{\"solid\":{\"color\":{\"expr\":{\"ThemeDataColor\":{\"ColorId\":0,\"Percent\":-0.1}}}}}}}],\"title\":[{\"properties\":{\"show\":{\"expr\":{\"Literal\":{\"Value\":\"false\"}}},\"text\":{\"expr\":{\"Literal\":{\"Value\":\"'Filter'\"}}}}}],\"background\":[{\"properties\":{\"show\":{\"expr\":{\"Literal\":{\"Value\":\"false\"}}}}}],\"visualHeader\":[{\"properties\":{\"show\":{\"expr\":{\"Literal\":{\"Value\":\"false\"}}}}}],\"padding\":[{\"properties\":{\"top\":{\"expr\":{\"Literal\":{\"Value\":\"6D\"}}},\"left\":{\"expr\":{\"Literal\":{\"Value\":\"8D\"}}},\"bottom\":{\"expr\":{\"Literal\":{\"Value\":\"0D\"}}},\"right\":{\"expr\":{\"Literal\":{\"Value\":\"8D\"}}}}}]}},\"parentGroupName\":\"81770b5f1d6a31a61819\"}", "filters": "[]", - "height": 56.00, - "width": 200.00, - "x": 0.00, - "y": 56.00, - "z": 2000.00 + "height": 56.0, + "width": 200.0, + "x": 0.0, + "y": 56.0, + "z": 2000.0 }, { "config": "{\"name\":\"0fc97e60dbab10e757cc\",\"layouts\":[{\"id\":0,\"position\":{\"height\":704,\"width\":88,\"x\":0,\"y\":0,\"z\":10000,\"tabOrder\":9000}}],\"singleVisual\":{\"visualType\":\"shape\",\"drillFilterOtherVisuals\":true,\"objects\":{\"shape\":[{\"properties\":{\"tileShape\":{\"expr\":{\"Literal\":{\"Value\":\"'rectangle'\"}}}}}],\"rotation\":[{\"properties\":{\"shapeAngle\":{\"expr\":{\"Literal\":{\"Value\":\"0L\"}}}}}],\"fill\":[{\"properties\":{\"fillColor\":{\"solid\":{\"color\":{\"expr\":{\"ThemeDataColor\":{\"ColorId\":8,\"Percent\":0}}}}},\"transparency\":{\"expr\":{\"Literal\":{\"Value\":\"80D\"}}}},\"selector\":{\"id\":\"default\"}}],\"outline\":[{\"properties\":{\"show\":{\"expr\":{\"Literal\":{\"Value\":\"false\"}}}}}]},\"vcObjects\":{\"title\":[{\"properties\":{\"text\":{\"expr\":{\"Literal\":{\"Value\":\"'Col 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This report connects to Azure Resource Graph and cost data in a storage account – either directly exported from Microsoft Cost Management or as part of FinOps hubs. This report supports up to $2 million of cost data per month with incremental refresh enabled. If you need to support more than $2 million per month, please use \"},{\"value\":\"FinOps hubs\",\"textStyle\":{\"color\":\"#6f4bb2\"},\"url\":\"https://aka.ms/finops/hubs\"},{\"value\":\" with Data Explorer.\"}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"Use the following steps to connect to Azure Resource Graph and your storage account:\",\"textStyle\":{\"fontSize\":\"13.3333px\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"1. Configure Cost Management exports\",\"textStyle\":{\"fontWeight\":\"bold\",\"fontSize\":\"14pt\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"Create new exports in Cost Management to initiate data ingestion. 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We're here to help!\",\"textStyle\":{\"fontSize\":\"13.3333px\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"Please note Microsoft Support does not handle support requests for FinOps toolkit. However, the underlying products sued by tools in the toolkit are officially supported. Use the following steps if you run into an issue:\",\"textStyle\":{\"fontSize\":\"13.3333px\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"Before you begin\",\"textStyle\":{\"fontWeight\":\"bold\",\"fontSize\":\"14pt\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"If you aren't seeing data after connecting and syncing successfully, try the following troubleshooting steps:\"}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"Clear all filters (see the button below).\"}],\"listType\":\"bullet\"},{\"textRuns\":[{\"value\":\"Clear RangeStart, RangeEnd, Number of Months date parameters and refresh data.\"}],\"listType\":\"bullet\"},{\"textRuns\":[{\"value\":\"Confirm data is loading by navigating to Home > Transform Data > Queries > Costs.\"}],\"listType\":\"bullet\"},{\"textRuns\":[{\"value\":\"If data is in this view, then there is a filter causing the data to not render in the report.\"}],\"listType\":\"bullet\"},{\"textRuns\":[{\"value\":\"If using raw exports (not FinOps hubs):\"}],\"listType\":\"bullet\"},{\"textRuns\":[{\"value\":\"Confirm there are CSV or parquet files in the specified storage path.\"}],\"listType\":\"ordered\",\"indent\":1},{\"textRuns\":[{\"value\":\"If not, confirm Cost Management exports were configured correctly, have no failures, and run them again.\"}],\"listType\":\"ordered\",\"indent\":1},{\"textRuns\":[{\"value\":\"If using FinOps hubs:\"}],\"listType\":\"bullet\"},{\"textRuns\":[{\"value\":\"Confirm there are parquet files in the ingestion container in the storage account.\"}],\"listType\":\"ordered\",\"indent\":1},{\"textRuns\":[{\"value\":\"If not, check for CSV or parquet files in the msexports container.\"}],\"listType\":\"ordered\",\"indent\":1},{\"textRuns\":[{\"value\":\"If not, confirm Cost Management exports were configured correctly, have no failed runs, and run them again.\"}],\"listType\":\"ordered\",\"indent\":1},{\"textRuns\":[{\"value\":\"If data is in msexports, check the Data Factory triggers to confirm they are all started. You may need to register the Microsoft.EventGrid resource provider, restart the triggers, then re-run the exports (or manually retry the failed pipeline runs).\"}],\"listType\":\"ordered\",\"indent\":1},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"This is a condensed version of the troubleshooting guide. If these did not help, continue with the list below and run through the full troubleshooting guide, if needed.\"}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"1. Report security issues securely\",\"textStyle\":{\"fontWeight\":\"bold\",\"fontSize\":\"14pt\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"If you believe you've found a security vulnerability, refer to \",\"textStyle\":{\"fontSize\":\"13.3333px\"}},{\"value\":\"Reporting security issues\",\"textStyle\":{\"fontSize\":\"13.3333px\"},\"url\":\"https://github.com/microsoft/finops-toolkit/blob/dev/SECURITY.md\"},{\"value\":\". \",\"textStyle\":{\"fontSize\":\"13.3333px\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"2. Confirm all setup instructions were completed in order\",\"textStyle\":{\"fontWeight\":\"bold\",\"fontSize\":\"14pt\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"9 out of 10 issues are due to missing steps. Please review and follow the instructions carefully. 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Create support requests for product issues\",\"textStyle\":{\"fontWeight\":\"bold\",\"fontSize\":\"14pt\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"If the source of the issue is a managed product (including data from Cost Management), create a Microsoft support request for that specific product. Refer to the data dictionary to identify whether a specific column is sourced from Cost Management or is created or updated by the FinOps toolkit. If you're not sure about the source, ask in the \",\"textStyle\":{\"fontSize\":\"13.3333px\"}},{\"value\":\"discussion forum\",\"textStyle\":{\"fontSize\":\"13.3333px\"},\"url\":\"https://github.com/microsoft/finops-toolkit/discussions/categories/q-a\"},{\"value\":\".\",\"textStyle\":{\"fontSize\":\"13.3333px\"}}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"\"}]},{\"textRuns\":[{\"value\":\"6. 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"height": 704.00, - "width": 88.00, + "height": 704.0, + "width": 88.0, "x": 479.16, - "y": 0.00, - "z": 5000.00 + "y": 0.0, + "z": 5000.0 } ], - "width": 1280.00 + "width": 1280.0 } ], "theme": "Microsoft_FinOps_light_theme4289017974727012.json" -} \ No newline at end of file +} diff --git a/src/powershell/Private/Get-VersionNumber.ps1 b/src/powershell/Private/Get-VersionNumber.ps1 index e648ac537..75f2afe47 100644 --- a/src/powershell/Private/Get-VersionNumber.ps1 +++ b/src/powershell/Private/Get-VersionNumber.ps1 @@ -4,5 +4,5 @@ function Get-VersionNumber { param() - return '0.8-dev' + return '0.8' } diff --git a/src/powershell/Public/Remove-FinOpsHub.ps1 b/src/powershell/Public/Remove-FinOpsHub.ps1 index 14c06e0d3..1f2781376 100644 --- a/src/powershell/Public/Remove-FinOpsHub.ps1 +++ b/src/powershell/Public/Remove-FinOpsHub.ps1 @@ -48,7 +48,11 @@ function Remove-FinOpsHub [Parameter(ParameterSetName = 'Name')] [Parameter(ParameterSetName = 'Object')] - [switch]$KeepStorageAccount + [switch]$KeepStorageAccount, + + [Parameter(ParameterSetName = 'Name')] + [Parameter(ParameterSetName = 'Object')] + [switch]$Force ) $context = Get-AzContext @@ -105,7 +109,7 @@ function Remove-FinOpsHub if ($PSCmdlet.ShouldProcess($Name, 'DeleteFinOpsHub')) { # Initialize a flag to track if "Yes to All" was selected - $yesToAll = $false + $yesToAll = $Force # Loop through each resource $success = $true @@ -126,21 +130,31 @@ function Remove-FinOpsHub # Handle the user's choice switch ($confirmation) { - 0 { # Yes + 0 + { + # Yes # Continue with deletion } - 1 { # Yes to All + 1 + { + # Yes to All $yesToAll = $true } - 2 { # No + 2 + { + # No Write-Verbose -Message "Skipping resource: $($resource.Name)" continue } - 3 { # No to All + 3 + { + # No to All Write-Verbose -Message "Skipping all resources." return $false } - 4 { # Suspend + 4 + { + # Suspend Write-Verbose -Message "Operation suspended." return $false } diff --git a/src/scripts/Deploy-Toolkit.ps1 b/src/scripts/Deploy-Toolkit.ps1 index e6c9bf3de..6a5cf83eb 100644 --- a/src/scripts/Deploy-Toolkit.ps1 +++ b/src/scripts/Deploy-Toolkit.ps1 @@ -64,6 +64,7 @@ function iff([bool]$Condition, $IfTrue, $IfFalse) # Build toolkit if requested if ($Build) { + Write-Verbose "Building $Template template..." & "$PSScriptRoot/Build-Toolkit" -Template $Template } @@ -120,6 +121,7 @@ if (Test-Path "$PSScriptRoot/../workbooks/$Template") { "resourceGroup" { + Write-Verbose 'Starting resource group deployment...' # Set default RG name if ($Demo) @@ -143,9 +145,11 @@ if (Test-Path "$PSScriptRoot/../workbooks/$Template") else { # Create resource group if it doesn't exist + Write-Verbose 'Checking resource group $ResourceGroup...' $rg = Get-AzResourceGroup $ResourceGroup -ErrorAction SilentlyContinue if ($null -eq $rg) { + Write-Verbose 'Creating resource group $ResourceGroup...' New-AzResourceGroup ` -Name $ResourceGroup ` -Location $Location ` @@ -168,6 +172,7 @@ if (Test-Path "$PSScriptRoot/../workbooks/$Template") } "subscription" { + Write-Verbose 'Starting subscription deployment...' Write-Host " β†’ [sub] $((Get-AzContext).Subscription.Name)..." $Parameters.Keys | ForEach-Object { Write-Host " $($_) = $($Parameters[$_])" } @@ -197,6 +202,8 @@ if (Test-Path "$PSScriptRoot/../workbooks/$Template") } "tenant" { + Write-Verbose 'Starting tenant deployment...' + $azContext = (Get-AzContext).Tenant Write-Host " β†’ [tenant] $(iff ([string]::IsNullOrWhitespace($azContext.Name)) $azContext.Id $azContext.Name)..." $Parameters.Keys | ForEach-Object { Write-Host " $($_) = $($Parameters[$_])" } diff --git a/src/scripts/Init-Repo.ps1 b/src/scripts/Init-Repo.ps1 index 5f8fff581..4f69e6b3d 100644 --- a/src/scripts/Init-Repo.ps1 +++ b/src/scripts/Init-Repo.ps1 @@ -32,6 +32,9 @@ .PARAMETER All Installs optional apps and modules. + + .PARAMETER Upgrade + Indicates whether specified components should be upgraded, if already installed. #> [CmdletBinding(SupportsShouldProcess)] Param( @@ -39,7 +42,8 @@ Param( [switch] $BicepPowerShell, [switch] $NPM, [switch] $Pester, - [switch] $All + [switch] $All, + [switch] $Upgrade ) # winget (check only) @@ -51,7 +55,7 @@ Write-Verbose "...$(if (-not $winget) { 'not ' })installed" if ($VSCode -or $All) { Write-Verbose "Checking for VS Code..." - if ((pwsh -NoProfile -Command 'code --version' | Join-String).Contains('not recognized') -eq $false) + if ((pwsh -NoProfile -Command 'code --version' | Join-String).Contains('not recognized') -eq $false -and -not $Upgrade) { Write-Verbose "...already installed" } @@ -75,7 +79,7 @@ if ($VSCode -or $All) # Az -- required for testing Write-Verbose "Checking for Az PowerShell..." -if (Get-Module -Name Az -ListAvailable) +if ((Get-Module -Name Az -ListAvailable) -and -not $Upgrade) { Write-Verbose "...installed" } @@ -93,7 +97,7 @@ else if ($BicepPowerShell -or $All) { Write-Verbose "Checking for Bicep PowerShell..." - if (Get-Module -Name Bicep -ListAvailable) + if ((Get-Module -Name Bicep -ListAvailable) -and -not $Upgrade) { Write-Verbose "...installed" } @@ -110,7 +114,7 @@ if ($BicepPowerShell -or $All) # Bicep CLI -- required for testing Write-Verbose "Checking for bicep..." -if ((pwsh -NoProfile -Command 'bicep --version' | Join-String).Contains('not recognized') -eq $false) +if ((pwsh -NoProfile -Command 'bicep --version' | Join-String).Contains('not recognized') -eq $false -and -not $Upgrade) { Write-Verbose "...already installed" } diff --git a/src/templates/finops-hub/main.bicep b/src/templates/finops-hub/main.bicep index 087e3f745..7819569a1 100644 --- a/src/templates/finops-hub/main.bicep +++ b/src/templates/finops-hub/main.bicep @@ -179,7 +179,7 @@ output name string = hubName output location string = location @description('Name of the Data Factory.') -output dataFactorytName string = hub.outputs.dataFactorytName +output dataFactoryName string = hub.outputs.dataFactoryName @description('The resource ID of the deployed storage account.') output storageAccountId string = hub.outputs.storageAccountId diff --git a/src/templates/finops-hub/modules/dataExplorer.bicep b/src/templates/finops-hub/modules/dataExplorer.bicep index 213806cf1..67befd072 100644 --- a/src/templates/finops-hub/modules/dataExplorer.bicep +++ b/src/templates/finops-hub/modules/dataExplorer.bicep @@ -127,6 +127,7 @@ param enablePublicAccess bool // Variables //------------------------------------------------------------------------------ +// cSpell:ignore ftkver, privatelink var ftkver = any(loadTextContent('ftkver.txt')) // any() is used to suppress a warning the array size (only happens when version does not contain a dash) var ftkVersion = contains(ftkver, '-') ? split(ftkver, '-')[0] : ftkver var ftkBranch = contains(ftkver, '-') ? split(ftkver, '-')[1] : '' @@ -237,7 +238,7 @@ resource storage 'Microsoft.Storage/storageAccounts@2022-09-01' existing = { resource cluster 'Microsoft.Kusto/clusters@2023-08-15' = { name: clusterName location: location - tags: union(tags, contains(tagsByResource, 'Microsoft.Kusto/clusters') ? tagsByResource['Microsoft.Kusto/clusters'] : {}) + tags: union(tags, tagsByResource[?'Microsoft.Kusto/clusters'] ?? {}) sku: { name: clusterSku tier: startsWith(clusterSku, 'Dev(No SLA)_') ? 'Basic' : 'Standard' @@ -373,7 +374,7 @@ resource clusterStorageAccess 'Microsoft.Authorization/roleAssignments@2022-04-0 resource dataExplorerPrivateDnsZone 'Microsoft.Network/privateDnsZones@2024-06-01' = if (!enablePublicAccess) { name: dataExplorerPrivateDnsZoneName location: 'global' - tags: union(tags, contains(tagsByResource, 'Microsoft.Network/privateDnsZones') ? tagsByResource['Microsoft.Network/privateDnsZones'] : {}) + tags: union(tags, tagsByResource[?'Microsoft.Network/privateDnsZones'] ?? {}) properties: {} } @@ -382,7 +383,7 @@ resource dataExplorerPrivateDnsZoneLink 'Microsoft.Network/privateDnsZones/virtu name: '${replace(dataExplorerPrivateDnsZone.name, '.', '-')}-link' location: 'global' parent: dataExplorerPrivateDnsZone - tags: union(tags, contains(tagsByResource, 'Microsoft.Network/privateDnsZones/virtualNetworkLinks') ? tagsByResource['Microsoft.Network/privateDnsZones/virtualNetworkLinks'] : {}) + tags: union(tags, tagsByResource[?'Microsoft.Network/privateDnsZones/virtualNetworkLinks'] ?? {}) properties: { virtualNetwork: { id: virtualNetworkId @@ -395,7 +396,7 @@ resource dataExplorerPrivateDnsZoneLink 'Microsoft.Network/privateDnsZones/virtu resource dataExplorerEndpoint 'Microsoft.Network/privateEndpoints@2023-11-01' = if (!enablePublicAccess) { name: '${cluster.name}-ep' location: location - tags: union(tags, contains(tagsByResource, 'Microsoft.Network/privateEndpoints') ? tagsByResource['Microsoft.Network/privateEndpoints'] : {}) + tags: union(tags, tagsByResource[?'Microsoft.Network/privateEndpoints'] ?? {}) properties: { subnet: { id: privateEndpointSubnetId diff --git a/src/templates/finops-hub/modules/dataFactory.bicep b/src/templates/finops-hub/modules/dataFactory.bicep index 54bf3c419..3eded5c23 100644 --- a/src/templates/finops-hub/modules/dataFactory.bicep +++ b/src/templates/finops-hub/modules/dataFactory.bicep @@ -64,10 +64,12 @@ param enablePublicAccess bool //------------------------------------------------------------------------------ var focusSchemaVersion = '1.0' +// cSpell:ignore ftkver var ftkVersion = loadTextContent('ftkver.txt') var exportApiVersion = '2023-07-01-preview' var hubDataExplorerName = 'hubDataExplorer' +// cSpell:ignore timeframe // Function to generate the body for a Cost Management export func getExportBody(exportContainerName string, datasetType string, schemaVersion string, isMonthly bool, exportFormat string, compressionMode string, partitionData string, dataOverwriteBehavior string) string => '{ "properties": { "definition": { "dataSet": { "configuration": { "dataVersion": "${schemaVersion}", "filters": [] }, "granularity": "Daily" }, "timeframe": "${isMonthly ? 'TheLastMonth': 'MonthToDate' }", "type": "${datasetType}" }, "deliveryInfo": { "destination": { "container": "${exportContainerName}", "rootFolderPath": "@{if(startswith(item().scope, \'/\'), substring(item().scope, 1, sub(length(item().scope), 1)) ,item().scope)}", "type": "AzureBlob", "resourceId": "@{variables(\'storageAccountId\')}" } }, "schedule": { "recurrence": "${ isMonthly ? 'Monthly' : 'Daily'}", "recurrencePeriod": { "from": "2024-01-01T00:00:00.000Z", "to": "2050-02-01T00:00:00.000Z" }, "status": "Inactive" }, "format": "${exportFormat}", "partitionData": "${partitionData}", "dataOverwriteBehavior": "${dataOverwriteBehavior}", "compressionMode": "${compressionMode}" }, "id": "@{variables(\'resourceManagementUri\')}@{item().scope}/providers/Microsoft.CostManagement/exports/@{variables(\'exportName\')}", "name": "@{variables(\'exportName\')}", "type": "Microsoft.CostManagement/reports", "identity": { "type": "systemAssigned" }, "location": "global" }' @@ -90,6 +92,7 @@ var datasetPropsDefault = { var safeExportContainerName = replace('${exportContainerName}', '-', '_') var safeIngestionContainerName = replace('${ingestionContainerName}', '-', '_') var safeConfigContainerName = replace('${configContainerName}', '-', '_') +// cSpell:ignore vnet var managedVnetName = 'default' // Separator used to separate ingestion ID from file name for ingested files @@ -143,6 +146,7 @@ resource keyVault 'Microsoft.KeyVault/vaults@2023-02-01' existing = { name: keyVaultName } +// cSpell:ignore azuretimezones module azuretimezones 'azuretimezones.bicep' = { name: 'azuretimezones' params: { @@ -217,9 +221,6 @@ module getStoragePrivateEndpointConnections 'storageEndpoints.bicep' = if (!enab module approveStoragePrivateEndpointConnections 'storageEndpoints.bicep' = if (!enablePublicAccess) { name: 'ApproveStoragePrivateEndpointConnections' - dependsOn: [ - getStoragePrivateEndpointConnections - ] params: { storageAccountName: storageAccount.name privateEndpointConnections: getStoragePrivateEndpointConnections.outputs.privateEndpointConnections @@ -251,9 +252,6 @@ module getKeyVaultPrivateEndpointConnections 'keyVaultEndpoints.bicep' = if (!en module approveKeyVaultPrivateEndpointConnections 'keyVaultEndpoints.bicep' = if (!enablePublicAccess) { name: 'ApproveKeyVaultPrivateEndpointConnections' - dependsOn: [ - getKeyVaultPrivateEndpointConnections - ] params: { keyVaultName: keyVault.name privateEndpointConnections: getKeyVaultPrivateEndpointConnections.outputs.privateEndpointConnections @@ -285,9 +283,6 @@ module getDataExplorerPrivateEndpointConnections 'dataExplorerEndpoints.bicep' = module approveDataExplorerPrivateEndpointConnections 'dataExplorerEndpoints.bicep' = if (deployDataExplorer && !enablePublicAccess) { name: 'ApproveDataExplorerPrivateEndpointConnections' - dependsOn: [ - getDataExplorerPrivateEndpointConnections - ] params: { dataExplorerName: dataExplorerName privateEndpointConnections: getDataExplorerPrivateEndpointConnections.outputs.privateEndpointConnections @@ -302,7 +297,7 @@ module approveDataExplorerPrivateEndpointConnections 'dataExplorerEndpoints.bice resource triggerManagerIdentity 'Microsoft.ManagedIdentity/userAssignedIdentities@2023-01-31' = { name: '${dataFactory.name}_triggerManager' location: location - tags: union(tags, contains(tagsByResource, 'Microsoft.ManagedIdentity/userAssignedIdentities') ? tagsByResource['Microsoft.ManagedIdentity/userAssignedIdentities'] : {}) + tags: union(tags, tagsByResource[?'Microsoft.ManagedIdentity/userAssignedIdentities'] ?? {}) } resource triggerManagerRoleAssignments 'Microsoft.Authorization/roleAssignments@2022-04-01' = [for role in autoStartRbacRoles: { @@ -332,6 +327,7 @@ resource factoryIdentityStorageRoleAssignments 'Microsoft.Authorization/roleAssi resource deleteOldResources 'Microsoft.Resources/deploymentScripts@2020-10-01' = { name: '${dataFactory.name}_deleteOldResources' + // cSpell:ignore chinaeast2 // chinaeast2 is the only region in China that supports deployment scripts location: startsWith(location, 'china') ? 'chinaeast2' : location identity: { @@ -344,7 +340,7 @@ resource deleteOldResources 'Microsoft.Resources/deploymentScripts@2020-10-01' = dependsOn: [ triggerManagerRoleAssignments ] - tags: union(tags, contains(tagsByResource, 'Microsoft.Resources/deploymentScripts') ? tagsByResource['Microsoft.Resources/deploymentScripts'] : {}) + tags: union(tags, tagsByResource[?'Microsoft.Resources/deploymentScripts'] ?? {}) properties: { azPowerShellVersion: '8.0' retentionInterval: 'PT1H' @@ -416,6 +412,7 @@ resource stopTriggers 'Microsoft.Resources/deploymentScripts@2020-10-01' = { // Linked services //------------------------------------------------------------------------------ +// cSpell:ignore linkedservices resource linkedService_keyVault 'Microsoft.DataFactory/factories/linkedservices@2018-06-01' = { name: keyVault.name parent: dataFactory @@ -1109,6 +1106,7 @@ resource pipeline_InitializeHub 'Microsoft.DataFactory/factories/pipelines@2018- } userProperties: [] typeProperties: { + // cSpell:ignore Ingestions command: '.show capacity | where Resource == \'Ingestions\' | project Remaining' commandTimeout: '00:20:00' } @@ -1218,6 +1216,7 @@ resource pipeline_InitializeHub 'Microsoft.DataFactory/factories/pipelines@2018- userProperties: [] typeProperties: { command: { + // cSpell:ignore isnull, isnotempty value: '@concat(\'.append HubSettingsLog <| print version="\', variables(\'version\'), \'",scopes=dynamic(\', variables(\'scopes\'), \'),retention=dynamic(\', variables(\'retention\'), \') | extend scopes = iff(isnull(scopes[0]), pack_array(scopes), scopes) | mv-apply scopeObj = scopes on (where isnotempty(scopeObj.scope) | summarize scopes = make_set(scopeObj.scope))\')' type: 'Expression' } @@ -1251,6 +1250,7 @@ resource pipeline_InitializeHub 'Microsoft.DataFactory/factories/pipelines@2018- } userProperties: [] typeProperties: { + // cSpell:ignore externaldata command: '.set-or-replace PricingUnits <| externaldata(x_PricingUnitDescription: string, AccountTypes: string, x_PricingBlockSize: decimal, PricingUnit: string)[@"https://github.com/microsoft/finops-toolkit/releases/download/v${ftkVersion}/PricingUnits.csv"] with (format="csv", ignoreFirstRecord=true) | project-away AccountTypes' commandTimeout: '00:20:00' } @@ -1861,6 +1861,7 @@ resource pipeline_RunBackfillJob 'Microsoft.DataFactory/factories/pipelines@2018 typeProperties: { variableName: 'exportName' value: { + // cSpell:ignore costdetails value: '@toLower(concat(variables(\'finOpsHub\'), \'-monthly-costdetails\'))' type: 'Expression' } @@ -2729,6 +2730,7 @@ resource pipeline_ExecuteExportsETL 'Microsoft.DataFactory/factories/pipelines@2 typeProperties: { variableName: 'mcaColumnToCheck' value: { + // cSpell:ignore pricesheet, reservationtransactions, reservationrecommendations value: '@if(contains(createArray(\'pricesheet\', \'reservationtransactions\'), toLower(variables(\'exportDatasetType\'))), \'BillingProfileId\', if(equals(toLower(variables(\'exportDatasetType\')), \'reservationrecommendations\'), \'Net Savings\', null))' type: 'Expression' } @@ -3190,6 +3192,7 @@ resource pipeline_ExecuteExportsETL 'Microsoft.DataFactory/factories/pipelines@2 typeProperties: { variableName: 'hubDataset' value: { + // cSpell:ignore focuscost, reservationdetails value: '@if(equals(toLower(variables(\'exportDatasetType\')), \'focuscost\'), \'Costs\', if(equals(toLower(variables(\'exportDatasetType\')), \'pricesheet\'), \'Prices\', if(equals(toLower(variables(\'exportDatasetType\')), \'reservationdetails\'), \'CommitmentDiscountUsage\', if(equals(toLower(variables(\'exportDatasetType\')), \'reservationrecommendations\'), \'Recommendations\', if(equals(toLower(variables(\'exportDatasetType\')), \'reservationtransactions\'), \'Transactions\', toLower(variables(\'exportDatasetType\')))))))' type: 'Expression' } @@ -3472,6 +3475,7 @@ resource pipeline_ToIngestion 'Microsoft.DataFactory/factories/pipelines@2018-06 type: 'Expression' } condition: { + // cSpell:ignore endswith value: '@and(endswith(item().name, \'.parquet\'), not(startswith(item().name, concat(pipeline().parameters.ingestionId, \'${ingestionIdFileNameSeparator}\'))))' type: 'Expression' } @@ -4248,6 +4252,7 @@ resource pipeline_ToDataExplorer 'Microsoft.DataFactory/factories/pipelines@2018 userProperties: [] typeProperties: { command: { + // cSpell:ignore abfss, toscalar value: '@concat(\'.ingest into table \', pipeline().parameters.table, \' ("abfss://${ingestionContainerName}@${storageAccount.name}.dfs.${environment().suffixes.storage}/\', pipeline().parameters.folderPath, \'/\', pipeline().parameters.fileName, \';managed_identity=system") with (format="parquet", ingestionMappingReference="\', pipeline().parameters.table, \'_mapping", tags="[\\"drop-by:\', pipeline().parameters.ingestionId, \'\\", \\"drop-by:\', pipeline().parameters.folderPath, \'/\', pipeline().parameters.originalFileName, \'\\", \\"drop-by:ftk-version-${ftkVersion}\\"]"); print Success = assert(iff(toscalar($command_results | project-keep HasErrors) == false, true, false), "Ingestion Failed")\')' type: 'Expression' } @@ -4282,6 +4287,7 @@ resource pipeline_ToDataExplorer 'Microsoft.DataFactory/factories/pipelines@2018 } typeProperties: { command: { + // cSpell:ignore startofmonth, strcat, todatetime value: '@concat(\'.drop extents <| .show extents | extend isOldFinalData = (TableName startswith "\', replace(pipeline().parameters.table, \'_raw\', \'_final_v\'), \'" and Tags !has "drop-by:\', pipeline().parameters.ingestionId, \'" and Tags has "drop-by:\', pipeline().parameters.folderPath, \'") | extend isPastFinalRetention = (TableName startswith "\', replace(pipeline().parameters.table, \'_raw\', \'_final_v\'), \'" and todatetime(substring(strcat(replace_string(extract("drop-by:[A-Za-z]+/(\\\\d{4}/\\\\d{2}(/\\\\d{2})?)", 1, Tags), "/", "-"), "-01"), 0, 10)) < datetime_add("month", -\', if(lessOrEquals(variables(\'finalRetentionMonths\'), 0), 0, variables(\'finalRetentionMonths\')), \', startofmonth(now()))) | where isOldFinalData or isPastFinalRetention\')' type: 'Expression' } @@ -4746,7 +4752,7 @@ resource startTriggers 'Microsoft.Resources/deploymentScripts@2020-10-01' = { name: '${dataFactory.name}_startTriggers' // chinaeast2 is the only region in China that supports deployment scripts location: startsWith(location, 'china') ? 'chinaeast2' : location - tags: union(tags, contains(tagsByResource, 'Microsoft.Resources/deploymentScripts') ? tagsByResource['Microsoft.Resources/deploymentScripts'] : {}) + tags: union(tags, tagsByResource[?'Microsoft.Resources/deploymentScripts'] ?? {}) identity: { type: 'UserAssigned' userAssignedIdentities: { diff --git a/src/templates/finops-hub/modules/ftkver.txt b/src/templates/finops-hub/modules/ftkver.txt index 12f2e5f06..ce609caf8 100644 --- a/src/templates/finops-hub/modules/ftkver.txt +++ b/src/templates/finops-hub/modules/ftkver.txt @@ -1 +1 @@ -0.8-dev \ No newline at end of file +0.8 \ No newline at end of file diff --git a/src/templates/finops-hub/modules/hub.bicep b/src/templates/finops-hub/modules/hub.bicep index 223e5dffd..f3e1b5bd5 100644 --- a/src/templates/finops-hub/modules/hub.bicep +++ b/src/templates/finops-hub/modules/hub.bicep @@ -146,6 +146,7 @@ param enableDefaultTelemetry bool = true // Variables //------------------------------------------------------------------------------ +// cSpell:ignore ftkver // Add cm-resource-parent to group resources in Cost Management var finOpsToolkitVersion = loadTextContent('ftkver.txt') var resourceTags = union(tags, { @@ -177,6 +178,7 @@ var safeDataExplorerSubnetId = enablePublicAccess ? '' : vnet.outputs.dataExplor var safeFinopsHubSubnetId = enablePublicAccess ? '' : vnet.outputs.finopsHubSubnetId var safeScriptSubnetId = enablePublicAccess ? '' : vnet.outputs.scriptSubnetId +// cSpell:ignore eventgrid // var eventGridName = 'finops-hub-eventgrid-${uniqueSuffix}' // var eventGridPrefix = '${replace(hubName, '_', '-')}-ns' @@ -190,6 +192,7 @@ var safeScriptSubnetId = enablePublicAccess ? '' : vnet.outputs.scriptSubnetId // EventGrid Contributor role // var eventGridContributorRoleId = '1e241071-0855-49ea-94dc-649edcd759de' +// cSpell:ignore israelcentral, uaenorth, italynorth, switzerlandnorth, mexicocentral, southcentralus, polandcentral, swedencentral, spaincentral, francecentral, usdodeast, usdodcentral // Find a fallback region for EventGrid // var eventGridLocationFallback = { // israelcentral: 'uaenorth' @@ -225,7 +228,7 @@ resource defaultTelemetry 'Microsoft.Resources/deployments@2022-09-01' = if (ena metadata: { _generator: { name: 'FinOps toolkit' - version: finOpsToolkitVersion + version: loadTextContent('ftkver.txt') } } resources: [] @@ -237,6 +240,7 @@ resource defaultTelemetry 'Microsoft.Resources/deployments@2022-09-01' = if (ena // Virtual network //------------------------------------------------------------------------------ +// cSpell:ignore vnet module vnet 'vnet.bicep' = if (!enablePublicAccess) { name: 'vnet' params: { @@ -263,6 +267,7 @@ module storage 'storage.bicep' = { tagsByResource: tagsByResource enableInfrastructureEncryption: enableInfrastructureEncryption scopesToMonitor: scopesToMonitor + // cSpell:ignore msexport msexportRetentionInDays: exportRetentionInDays ingestionRetentionInMonths: ingestionRetentionInMonths rawRetentionInDays: dataExplorerRawRetentionInDays @@ -306,7 +311,7 @@ resource dataFactory 'Microsoft.DataFactory/factories@2018-06-01' = { location: location tags: union( resourceTags, - contains(tagsByResource, 'Microsoft.DataFactory/factories') ? tagsByResource['Microsoft.DataFactory/factories'] : {} + tagsByResource[?'Microsoft.DataFactory/factories'] ?? {} ) identity: { type: 'SystemAssigned' } properties: any({ // Using any() to hide the error that gets surfaced because globalConfigurations is not in the ADF schema yet @@ -381,7 +386,7 @@ output name string = hubName output location string = location @description('Name of the Data Factory.') -output dataFactorytName string = dataFactory.name +output dataFactoryName string = dataFactory.name @description('Resource ID of the storage account created for the hub instance. This must be used when creating the Cost Management export.') output storageAccountId string = storage.outputs.resourceId diff --git a/src/templates/finops-hub/modules/keyVault.bicep b/src/templates/finops-hub/modules/keyVault.bicep index a25b7e9b0..1e3c884ce 100644 --- a/src/templates/finops-hub/modules/keyVault.bicep +++ b/src/templates/finops-hub/modules/keyVault.bicep @@ -52,13 +52,14 @@ var keyVaultPrefix = '${replace(hubName, '_', '-')}-vault' var keyVaultSuffix = '-${uniqueSuffix}' var keyVaultName = replace('${take(keyVaultPrefix, 24 - length(keyVaultSuffix))}${keyVaultSuffix}', '--', '-') var keyVaultSecretName = '${toLower(hubName)}-storage-key' +// cSpell:ignore privatelink, vaultcore var keyVaultPrivateDnsZoneName = 'privatelink${replace(environment().suffixes.keyvaultDns, 'vault', 'vaultcore')}' var formattedAccessPolicies = [for accessPolicy in accessPolicies: { - applicationId: contains(accessPolicy, 'applicationId') ? accessPolicy.applicationId : '' - objectId: contains(accessPolicy, 'objectId') ? accessPolicy.objectId : '' + applicationId: accessPolicy.?applicationId ?? '' + objectId: accessPolicy.?objectId ?? '' permissions: accessPolicy.permissions - tenantId: contains(accessPolicy, 'tenantId') ? accessPolicy.tenantId : tenant().tenantId + tenantId: accessPolicy.?tenantId ?? tenant().tenantId }] //============================================================================== @@ -68,7 +69,7 @@ var formattedAccessPolicies = [for accessPolicy in accessPolicies: { resource keyVault 'Microsoft.KeyVault/vaults@2023-02-01' = { name: keyVaultName location: location - tags: union(tags, contains(tagsByResource, 'Microsoft.KeyVault/vaults') ? tagsByResource['Microsoft.KeyVault/vaults'] : {}) + tags: union(tags, tagsByResource[?'Microsoft.KeyVault/vaults'] ?? {}) properties: { enabledForDeployment: true enabledForTemplateDeployment: true @@ -115,7 +116,7 @@ resource keyVault_secret 'Microsoft.KeyVault/vaults/secrets@2023-02-01' = if (!e resource keyVaultPrivateDnsZone 'Microsoft.Network/privateDnsZones@2024-06-01' = if (!enablePublicAccess) { name: keyVaultPrivateDnsZoneName location: 'global' - tags: union(tags, contains(tagsByResource, 'Microsoft.KeyVault/privateDnsZones') ? tagsByResource['Microsoft.KeyVault/privateDnsZones'] : {}) + tags: union(tags, tagsByResource[?'Microsoft.KeyVault/privateDnsZones'] ?? {}) properties: {} } @@ -123,7 +124,7 @@ resource keyVaultPrivateDnsZoneLink 'Microsoft.Network/privateDnsZones/virtualNe name: '${replace(keyVaultPrivateDnsZone.name, '.', '-')}-link' location: 'global' parent: keyVaultPrivateDnsZone - tags: union(tags, contains(tagsByResource, 'Microsoft.Network/privateDnsZones/virtualNetworkLinks') ? tagsByResource['Microsoft.Network/privateDnsZones/virtualNetworkLinks'] : {}) + tags: union(tags, tagsByResource[?'Microsoft.Network/privateDnsZones/virtualNetworkLinks'] ?? {}) properties: { virtualNetwork: { id: virtualNetworkId @@ -135,7 +136,7 @@ resource keyVaultPrivateDnsZoneLink 'Microsoft.Network/privateDnsZones/virtualNe resource keyVaultEndpoint 'Microsoft.Network/privateEndpoints@2023-11-01' = if (!enablePublicAccess) { name: '${keyVault.name}-ep' location: location - tags: union(tags, contains(tagsByResource, 'Microsoft.Network/privateEndpoints') ? tagsByResource['Microsoft.Network/privateEndpoints'] : {}) + tags: union(tags, tagsByResource[?'Microsoft.Network/privateEndpoints'] ?? {}) properties: { subnet: { id: privateEndpointSubnetId diff --git a/src/templates/finops-hub/modules/storage.bicep b/src/templates/finops-hub/modules/storage.bicep index 3d06c3a40..0841ef149 100644 --- a/src/templates/finops-hub/modules/storage.bicep +++ b/src/templates/finops-hub/modules/storage.bicep @@ -30,6 +30,7 @@ param tagsByResource object = {} @description('Optional. List of scope IDs to monitor and ingest cost for.') param scopesToMonitor array +// cSpell:ignore msexport @description('Optional. Number of days of data to retain in the msexports container. Default: 0.') param msexportRetentionInDays int = 0 @@ -67,6 +68,7 @@ var storageAccountSuffix = uniqueSuffix var storageAccountName = '${take(safeHubName, 24 - length(storageAccountSuffix))}${storageAccountSuffix}' var scriptStorageAccountName = '${take(safeHubName, 16 - length(storageAccountSuffix))}script${storageAccountSuffix}' var schemaFiles = { + // cSpell:ignore focuscost, pricesheet, reservationdetails, reservationrecommendations, reservationtransactions 'focuscost_1.0r2': loadTextContent('../schemas/focuscost_1.0r2.json') 'focuscost_1.0': loadTextContent('../schemas/focuscost_1.0.json') 'focuscost_1.0-preview(v1)': loadTextContent('../schemas/focuscost_1.0-preview(v1).json') @@ -100,7 +102,7 @@ resource storageAccount 'Microsoft.Storage/storageAccounts@2022-09-01' = { name: sku } kind: 'BlockBlobStorage' - tags: union(tags, contains(tagsByResource, 'Microsoft.Storage/storageAccounts') ? tagsByResource['Microsoft.Storage/storageAccounts'] : {}) + tags: union(tags, tagsByResource[?'Microsoft.Storage/storageAccounts'] ?? {}) properties: union(!enableInfrastructureEncryption ? {} : { encryption: { keySource: 'Microsoft.Storage' @@ -127,7 +129,7 @@ resource scriptStorageAccount 'Microsoft.Storage/storageAccounts@2022-09-01' = name: 'Standard_LRS' //sku } kind: 'StorageV2'// 'BlockBlobStorage' - tags: union(tags, contains(tagsByResource, 'Microsoft.Storage/storageAccounts') ? tagsByResource['Microsoft.Storage/storageAccounts'] : {}) + tags: union(tags, tagsByResource[?'Microsoft.Storage/storageAccounts'] ?? {}) properties: { supportsHttpsTrafficOnly: true allowSharedKeyAccess: true @@ -149,30 +151,31 @@ resource scriptStorageAccount 'Microsoft.Storage/storageAccounts@2022-09-01' = } resource blobPrivateDnsZone 'Microsoft.Network/privateDnsZones@2024-06-01' = if (!enablePublicAccess) { + // cSpell:ignore privatelink name: 'privatelink.blob.${environment().suffixes.storage}' location: 'global' - tags: union(tags, contains(tagsByResource, 'Microsoft.Storage/privateDnsZones') ? tagsByResource['Microsoft.Storage/privateDnsZones'] : {}) + tags: union(tags, tagsByResource[?'Microsoft.Storage/privateDnsZones'] ?? {}) properties: {} } resource dfsPrivateDnsZone 'Microsoft.Network/privateDnsZones@2024-06-01' = if (!enablePublicAccess) { name: 'privatelink.dfs.${environment().suffixes.storage}' location: 'global' - tags: union(tags, contains(tagsByResource, 'Microsoft.Storage/privateDnsZones') ? tagsByResource['Microsoft.Storage/privateDnsZones'] : {}) + tags: union(tags, tagsByResource[?'Microsoft.Storage/privateDnsZones'] ?? {}) properties: {} } resource queuePrivateDnsZone 'Microsoft.Network/privateDnsZones@2024-06-01' = if (!enablePublicAccess) { name: 'privatelink.queue.${environment().suffixes.storage}' location: 'global' - tags: union(tags, contains(tagsByResource, 'Microsoft.Storage/privateDnsZones') ? tagsByResource['Microsoft.Storage/privateDnsZones'] : {}) + tags: union(tags, tagsByResource[?'Microsoft.Storage/privateDnsZones'] ?? {}) properties: {} } resource tablePrivateDnsZone 'Microsoft.Network/privateDnsZones@2024-06-01' = if (!enablePublicAccess) { name: 'privatelink.table.${environment().suffixes.storage}' location: 'global' - tags: union(tags, contains(tagsByResource, 'Microsoft.Storage/privateDnsZones') ? tagsByResource['Microsoft.Storage/privateDnsZones'] : {}) + tags: union(tags, tagsByResource[?'Microsoft.Storage/privateDnsZones'] ?? {}) properties: {} } @@ -180,7 +183,7 @@ resource blobPrivateDnsZoneLink 'Microsoft.Network/privateDnsZones/virtualNetwor parent: blobPrivateDnsZone name: '${replace(blobPrivateDnsZone.name, '.', '-')}-link' location: 'global' - tags: union(tags, contains(tagsByResource, 'Microsoft.Network/privateDnsZones/virtualNetworkLinks') ? tagsByResource['Microsoft.Network/privateDnsZones/virtualNetworkLinks'] : {}) + tags: union(tags, tagsByResource[?'Microsoft.Network/privateDnsZones/virtualNetworkLinks'] ?? {}) properties: { registrationEnabled: false virtualNetwork: { @@ -193,7 +196,7 @@ resource dfsPrivateDnsZoneLink 'Microsoft.Network/privateDnsZones/virtualNetwork parent: dfsPrivateDnsZone name: '${replace(dfsPrivateDnsZone.name, '.', '-')}-link' location: 'global' - tags: union(tags, contains(tagsByResource, 'Microsoft.Network/privateDnsZones/virtualNetworkLinks') ? tagsByResource['Microsoft.Network/privateDnsZones/virtualNetworkLinks'] : {}) + tags: union(tags, tagsByResource[?'Microsoft.Network/privateDnsZones/virtualNetworkLinks'] ?? {}) properties: { registrationEnabled: false virtualNetwork: { @@ -206,7 +209,7 @@ resource queuePrivateDnsZoneLink 'Microsoft.Network/privateDnsZones/virtualNetwo parent: queuePrivateDnsZone name: '${replace(queuePrivateDnsZone.name, '.', '-')}-link' location: 'global' - tags: union(tags, contains(tagsByResource, 'Microsoft.Network/privateDnsZones/virtualNetworkLinks') ? tagsByResource['Microsoft.Network/privateDnsZones/virtualNetworkLinks'] : {}) + tags: union(tags, tagsByResource[?'Microsoft.Network/privateDnsZones/virtualNetworkLinks'] ?? {}) properties: { registrationEnabled: false virtualNetwork: { @@ -219,7 +222,7 @@ resource tablePrivateDnsZoneLink 'Microsoft.Network/privateDnsZones/virtualNetwo parent: tablePrivateDnsZone name: '${replace(tablePrivateDnsZone.name, '.', '-')}-link' location: 'global' - tags: union(tags, contains(tagsByResource, 'Microsoft.Network/privateDnsZones/virtualNetworkLinks') ? tagsByResource['Microsoft.Network/privateDnsZones/virtualNetworkLinks'] : {}) + tags: union(tags, tagsByResource[?'Microsoft.Network/privateDnsZones/virtualNetworkLinks'] ?? {}) properties: { registrationEnabled: false virtualNetwork: { @@ -231,7 +234,7 @@ resource tablePrivateDnsZoneLink 'Microsoft.Network/privateDnsZones/virtualNetwo resource blobEndpoint 'Microsoft.Network/privateEndpoints@2023-11-01' = if (!enablePublicAccess) { name: '${storageAccount.name}-blob-ep' location: location - tags: union(tags, contains(tagsByResource, 'Microsoft.Network/privateEndpoints') ? tagsByResource['Microsoft.Network/privateEndpoints'] : {}) + tags: union(tags, tagsByResource[?'Microsoft.Network/privateEndpoints'] ?? {}) properties: { subnet: { id: privateEndpointSubnetId @@ -251,7 +254,7 @@ resource blobEndpoint 'Microsoft.Network/privateEndpoints@2023-11-01' = if (!ena resource scriptEndpoint 'Microsoft.Network/privateEndpoints@2023-11-01' = if (!enablePublicAccess) { name: '${scriptStorageAccount.name}-blob-ep' location: location - tags: union(tags, contains(tagsByResource, 'Microsoft.Network/privateEndpoints') ? tagsByResource['Microsoft.Network/privateEndpoints'] : {}) + tags: union(tags, tagsByResource[?'Microsoft.Network/privateEndpoints'] ?? {}) properties: { subnet: { id: privateEndpointSubnetId @@ -271,7 +274,7 @@ resource scriptEndpoint 'Microsoft.Network/privateEndpoints@2023-11-01' = if (!e resource dfsEndpoint 'Microsoft.Network/privateEndpoints@2023-11-01' = if (!enablePublicAccess) { name: '${storageAccount.name}-dfs-ep' location: location - tags: union(tags, contains(tagsByResource, 'Microsoft.Network/privateEndpoints') ? tagsByResource['Microsoft.Network/privateEndpoints'] : {}) + tags: union(tags, tagsByResource[?'Microsoft.Network/privateEndpoints'] ?? {}) properties: { subnet: { id: privateEndpointSubnetId @@ -376,7 +379,7 @@ resource ingestionContainer 'Microsoft.Storage/storageAccounts/blobServices/cont // Create managed identity to upload files resource identity 'Microsoft.ManagedIdentity/userAssignedIdentities@2023-01-31' = { name: '${storageAccountName}_blobManager' - tags: union(tags, contains(tagsByResource, 'Microsoft.ManagedIdentity/userAssignedIdentities') ? tagsByResource['Microsoft.ManagedIdentity/userAssignedIdentities'] : {}) + tags: union(tags, tagsByResource[?'Microsoft.ManagedIdentity/userAssignedIdentities'] ?? {}) location: location } @@ -394,9 +397,10 @@ resource identityRoleAssignments 'Microsoft.Authorization/roleAssignments@2022-0 resource uploadSettings 'Microsoft.Resources/deploymentScripts@2023-08-01' = { name: '${storageAccountName}_uploadSettings' kind: 'AzurePowerShell' + // cSpell:ignore chinaeast // chinaeast2 is the only region in China that supports deployment scripts location: startsWith(location, 'china') ? 'chinaeast2' : location - tags: union(tags, contains(tagsByResource, 'Microsoft.Resources/deploymentScripts') ? tagsByResource['Microsoft.Resources/deploymentScripts'] : {}) + tags: union(tags, tagsByResource[?'Microsoft.Resources/deploymentScripts'] ?? {}) identity: { type: 'UserAssigned' userAssignedIdentities: { @@ -428,6 +432,7 @@ resource uploadSettings 'Microsoft.Resources/deploymentScripts@2023-08-01' = { retentionInterval: 'PT1H' environmentVariables: [ { + // cSpell:ignore ftkver name: 'ftkVersion' value: loadTextContent('./ftkver.txt') } diff --git a/src/templates/finops-hub/modules/vnet.bicep b/src/templates/finops-hub/modules/vnet.bicep index da70169ec..58e307cbe 100644 --- a/src/templates/finops-hub/modules/vnet.bicep +++ b/src/templates/finops-hub/modules/vnet.bicep @@ -26,6 +26,7 @@ param tagsByResource object = {} //------------------------------------------------------------------------------ var safeHubName = replace(replace(toLower(hubName), '-', ''), '_', '') +// cSpell:ignore vnet var vNetName = '${safeHubName}-vnet-${location}' var nsgName = '${vNetName}-nsg' var subnets = [ @@ -83,7 +84,7 @@ var subnets = [ resource nsg 'Microsoft.Network/networkSecurityGroups@2023-11-01' = { name: nsgName location: location - tags: union(tags, contains(tagsByResource, 'Microsoft.Storage/networkSecurityGroups') ? tagsByResource['Microsoft.Storage/networkSecurityGroups'] : {}) + tags: union(tags, tagsByResource[?'Microsoft.Storage/networkSecurityGroups'] ?? {}) properties: { securityRules: [ { @@ -171,7 +172,7 @@ resource nsg 'Microsoft.Network/networkSecurityGroups@2023-11-01' = { resource vNet 'Microsoft.Network/virtualNetworks@2023-11-01' = { name: vNetName location: location - tags: union(tags, contains(tagsByResource, 'Microsoft.Storage/virtualNetworks') ? tagsByResource['Microsoft.Storage/virtualNetworks'] : {}) + tags: union(tags, tagsByResource[?'Microsoft.Storage/virtualNetworks'] ?? {}) properties: { addressSpace: { addressPrefixes: [virtualNetworkAddressPrefix] diff --git a/src/templates/finops-workbooks/ftkver.txt b/src/templates/finops-workbooks/ftkver.txt index 12f2e5f06..ce609caf8 100644 --- a/src/templates/finops-workbooks/ftkver.txt +++ b/src/templates/finops-workbooks/ftkver.txt @@ -1 +1 @@ -0.8-dev \ No newline at end of file +0.8 \ No newline at end of file diff --git a/src/workbooks/.scaffold/ftkver.txt b/src/workbooks/.scaffold/ftkver.txt index 12f2e5f06..ce609caf8 100644 --- a/src/workbooks/.scaffold/ftkver.txt +++ b/src/workbooks/.scaffold/ftkver.txt @@ -1 +1 @@ -0.8-dev \ No newline at end of file +0.8 \ No newline at end of file diff --git a/src/workbooks/.scaffold/main.bicep b/src/workbooks/.scaffold/main.bicep index add919c1e..de135da5b 100644 --- a/src/workbooks/.scaffold/main.bicep +++ b/src/workbooks/.scaffold/main.bicep @@ -32,6 +32,7 @@ var workbookJson = string(loadJsonContent('workbook.json')) // The last segment of the telemetryId is used to identify this module var workbookId = '000' var telemetryId = '00f120b5-2007-6120-0000-${workbookId}30126b006' +// cSpell:ignore ftkver var finOpsToolkitVersion = loadTextContent('ftkver.txt') // Add tags to all resources