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Makefile
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Makefile
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.PHONY: \
bootstrap createPythonEnvironment installPythonRequirements \
createTypeScriptEnvironment installTypeScriptRequirements \
deploy destroy \
clean cleanTypeScript cleanPython cleanCfn cleanMisc \
help dockerCheck dockerLogin listStacks modelCheck buildEcsDeployer
#################################################################################
# GLOBALS #
#################################################################################
PROJECT_DIR := $(shell dirname $(realpath $(lastword $(MAKEFILE_LIST))))
HEADLESS = false
DOCKER_CMD ?= $(or $(CDK_DOCKER),docker)
# Arguments defined through command line or config.yaml
# PROFILE (optional argument)
ifeq (${PROFILE},)
TEMP_PROFILE := $(shell cat $(PROJECT_DIR)/config-custom.yaml | yq .profile)
ifneq ($(TEMP_PROFILE), null)
PROFILE := ${TEMP_PROFILE}
else
$(warning profile is not set in the command line using PROFILE variable or config files, attempting deployment without this variable)
endif
endif
# DEPLOYMENT_NAME
ifeq (${DEPLOYMENT_NAME},)
DEPLOYMENT_NAME := $(shell cat $(PROJECT_DIR)/config-custom.yaml | yq .deploymentName)
endif
ifeq (${DEPLOYMENT_NAME}, null)
DEPLOYMENT_NAME := $(shell cat $(PROJECT_DIR)/config-base.yaml | yq .deploymentName)
endif
ifeq (${DEPLOYMENT_NAME}, null)
DEPLOYMENT_NAME := prod
endif
# ACCOUNT_NUMBER
ifeq (${ACCOUNT_NUMBER},)
ACCOUNT_NUMBER := $(shell cat $(PROJECT_DIR)/config-custom.yaml | yq .accountNumber)
endif
ifeq (${ACCOUNT_NUMBER},)
$(error accountNumber must be set in command line using ACCOUNT_NUMBER variable or config files)
endif
# REGION
ifeq (${REGION},)
REGION := $(shell cat $(PROJECT_DIR)/config-custom.yaml | yq .region)
endif
ifeq (${REGION},)
$(error region must be set in command line using REGION variable or config files)
endif
# URL_SUFFIX - used for the docker login
ifeq ($(findstring iso,${REGION}),)
URL_SUFFIX := amazonaws.com
else
URL_SUFFIX := c2s.ic.gov
endif
# Arguments defined through config files
# APP_NAME
APP_NAME := $(shell cat $(PROJECT_DIR)/config-custom.yaml | yq .appName)
ifeq (${APP_NAME}, null)
APP_NAME := $(shell cat $(PROJECT_DIR)/config-base.yaml | yq .appName)
endif
ifeq (${APP_NAME}, null)
APP_NAME := lisa
endif
# DEPLOYMENT_STAGE
DEPLOYMENT_STAGE := $(shell cat $(PROJECT_DIR)/config-custom.yaml | yq .deploymentStage)
ifeq (${DEPLOYMENT_STAGE}, null)
DEPLOYMENT_STAGE := $(shell cat $(PROJECT_DIR)/config-base.yaml | yq .deploymentStage)
endif
ifeq (${DEPLOYMENT_STAGE}, null)
DEPLOYMENT_STAGE := prod
endif
# ACCOUNT_NUMBERS_ECR - AWS account numbers that need to be logged into with Docker CLI to use ECR
ACCOUNT_NUMBERS_ECR := $(shell cat $(PROJECT_DIR)/config-custom.yaml | yq .accountNumbersEcr[])
# Append deployed account number to array for dockerLogin rule
ACCOUNT_NUMBERS_ECR := $(ACCOUNT_NUMBERS_ECR) $(ACCOUNT_NUMBER)
# STACK
ifeq ($(STACK),)
STACK := $(DEPLOYMENT_STAGE)/*
endif
ifneq ($(findstring $(DEPLOYMENT_STAGE),$(STACK)),$(DEPLOYMENT_STAGE))
override STACK := $(DEPLOYMENT_STAGE)/$(STACK)
endif
# MODEL_IDS - IDs of models to deploy
MODEL_IDS := $(shell cat $(PROJECT_DIR)/config-custom.yaml | yq '.ecsModels[].modelName')
# MODEL_BUCKET - S3 bucket containing model artifacts
MODEL_BUCKET := $(shell cat $(PROJECT_DIR)/config-custom.yaml | yq '.s3BucketModels')
#################################################################################
# COMMANDS #
#################################################################################
## Bootstrap AWS Account with CDK bootstrap
bootstrap:
@printf "Bootstrapping: $(ACCOUNT_NUMBER) | $(REGION)\n"
ifdef PROFILE
@cdk bootstrap \
--profile $(PROFILE) \
aws://$(ACCOUNT_NUMBER)/$(REGION) \
--cloudformation-execution-policies arn:aws:iam::aws:policy/AdministratorAccess
else
@cdk bootstrap \
aws://$(ACCOUNT_NUMBER)/$(REGION) \
--cloudformation-execution-policies arn:aws:iam::aws:policy/AdministratorAccess
endif
## Set up Python interpreter environment
createPythonEnvironment:
python3 -m venv .venv
@printf ">>> New virtual environment created. To activate run: 'source .venv/bin/activate'"
## Install Python dependencies for development
installPythonRequirements:
pip3 install pip --upgrade
pip3 install -r requirements-dev.txt
## Set up TypeScript interpreter environment
createTypeScriptEnvironment:
npm init
## Install TypeScript dependencies for development
installTypeScriptRequirements:
npm install
## Make sure Docker is running
dockerCheck:
@cmd_output=$$($(DOCKER_CMD) ps); \
if [ $$? != 0 ]; then \
echo "Process $(DOCKER_CMD) is not running. Exiting..."; \
exit 1; \
fi; \
## Check if models are uploaded
modelCheck:
@$(foreach MODEL_ID,$(MODEL_IDS), \
$(PROJECT_DIR)/scripts/check-for-models.sh -m $(MODEL_ID) -s $(MODEL_BUCKET); \
if \
[ $$? != 0 ]; \
then \
localModelDir="./models"; \
if \
[ ! -d "$localModelDir" ]; \
then \
mkdir "$localModelDir"; \
fi; \
echo; \
echo "Preparing to download, convert, and upload safetensors for model: $(MODEL_ID)"; \
echo "Local directory: '$$localModelDir' will be used to store downloaded and converted model weights"; \
echo "Note: sudo privileges required to remove model dir due to docker mount using root"; \
echo "Would you like to continue? [y/N] "; \
read confirm_download; \
if \
[ $${confirm_download:-'N'} = 'y' ]; \
then \
mkdir -p $$localModelDir; \
echo "What is your huggingface access token? "; \
read -s access_token; \
echo "Converting and uploading safetensors for model: $(MODEL_ID)"; \
tgiImage=$$(yq -r '[.ecsModels[] | select(.inferenceContainer == "tgi") | .baseImage] | first' $(PROJECT_DIR)/config-custom.yaml); \
echo $$tgiImage; \
$(PROJECT_DIR)/scripts/convert-and-upload-model.sh -m $(MODEL_ID) -s $(MODEL_BUCKET) -a $$access_token -t $$tgiImage -d $$localModelDir; \
fi; \
fi; \
)
## Run all clean commands
clean: cleanTypeScript cleanPython cleanCfn cleanMisc
## Delete all compiled Python files and related artifacts
cleanPython:
@find . -type f -name "*.py[co]" -delete
@find . -type d -name "__pycache__" -exec rm -rf {} +
@find . -type d -name ".pytest_cache" -exec rm -rf {} +
@find . -type d -name "*.egg-info" -exec rm -rf {} +
@find . -type d -name "dist" -exec rm -rf {} +
@find . -type d -name ".mypy_cache" -exec rm -rf {} +
@find . -type d -name ".tox" -exec rm -rf {} +
## Delete TypeScript artifacts and related folders
cleanTypeScript:
@find . -type f -name "*.js.map" -delete
@find . -type d -name "dist" -exec rm -rf {} +
@find . -type d -name "build" -exec rm -rf {} +
@find . -type d -name ".tscache" -exec rm -rf {} +
@find . -type d -name ".jest_cache" -exec rm -rf {} +
## Delete CloudFormation outputs
cleanCfn:
@find . -type d -name "cdk.out" -exec rm -rf {} +
## Delete all misc files
cleanMisc:
@find . -type f -name "*.DS_Store" -delete
## Login Docker CLI to Amazon Elastic Container Registry
dockerLogin: dockerCheck
ifdef PROFILE
@$(foreach ACCOUNT,$(ACCOUNT_NUMBERS_ECR), \
aws ecr get-login-password --region ${REGION} --profile ${PROFILE} | $(DOCKER_CMD) login --username AWS --password-stdin ${ACCOUNT}.dkr.ecr.${REGION}.${URL_SUFFIX} >/dev/null 2>&1; \
)
else
@$(foreach ACCOUNT,$(ACCOUNT_NUMBERS_ECR), \
aws ecr get-login-password --region ${REGION} | $(DOCKER_CMD) login --username AWS --password-stdin ${ACCOUNT}.dkr.ecr.${REGION}.${URL_SUFFIX} >/dev/null 2>&1; \
)
endif
listStacks:
@npx cdk list
buildEcsDeployer:
@cd ./ecs_model_deployer && npm install && npm run build
define print_config
@printf "\n \
DEPLOYING $(STACK) STACK APP INFRASTRUCTURE \n \
-----------------------------------\n \
Account Number $(ACCOUNT_NUMBER)\n \
Region $(REGION)\n \
App Name $(APP_NAME)\n \
Deployment Stage $(DEPLOYMENT_STAGE)\n \
Deployment Name $(DEPLOYMENT_NAME)"
@if [ -n "$(PROFILE)" ]; then \
printf "\n Deployment Profile $(PROFILE)"; \
fi
@printf "\n-----------------------------------\n"
endef
## Deploy all infrastructure
deploy: dockerCheck dockerLogin cleanMisc modelCheck buildEcsDeployer
$(call print_config)
ifneq (,$(findstring true, $(HEADLESS)))
npx cdk deploy ${STACK} $(if $(PROFILE),--profile ${PROFILE}) --require-approval never -c ${ENV}='$(shell echo '${${ENV}}')';
else
@printf "Is the configuration correct? [y/N] "\
&& read confirm_config &&\
if [ $${confirm_config:-'N'} = 'y' ]; then \
npx cdk deploy ${STACK} $(if $(PROFILE),--profile ${PROFILE}) -c ${ENV}='$(shell echo '${${ENV}}')'; \
fi;
endif
## Tear down all infrastructure
destroy: cleanMisc
$(call print_config)
@printf "Is the configuration correct? [y/N] "\
&& read confirm_config &&\
if [ $${confirm_config:-'N'} = 'y' ]; then \
npx cdk destroy ${STACK} --force $(if $(PROFILE),--profile ${PROFILE}); \
fi;
#################################################################################
# SELF DOCUMENTING COMMANDS #
#################################################################################
.DEFAULT_GOAL := help
# Inspired by <http://marmelab.com/blog/2016/02/29/auto-documented-makefile.html>
# sed script explained:
# /^##/:
# * save line in hold space
# * purge line
# * Loop:
# * append newline + line to hold space
# * go to next line
# * if line starts with doc comment, strip comment character off and loop
# * remove target prerequisites
# * append hold space (+ newline) to line
# * replace newline plus comments by `---`
# * print line
# Separate expressions are necessary because labels cannot be delimited by
# semicolon; see <http://stackoverflow.com/a/11799865/1968>
help:
@echo "$$(tput bold)Available rules:$$(tput sgr0)"
@echo
@sed -n -e "/^## / { \
h; \
s/.*//; \
:doc" \
-e "H; \
n; \
s/^## //; \
t doc" \
-e "s/:.*//; \
G; \
s/\\n## /---/; \
s/\\n/ /g; \
p; \
}" ${MAKEFILE_LIST} \
| LC_ALL='C' sort --ignore-case \
| awk -F '---' \
-v ncol=$$(tput cols) \
-v indent=35 \
-v col_on="$$(tput setaf 6)" \
-v col_off="$$(tput sgr0)" \
'{ \
printf "%s%*s%s ", col_on, -indent, $$1, col_off; \
n = split($$2, words, " "); \
line_length = ncol - indent; \
for (i = 1; i <= n; i++) { \
line_length -= length(words[i]) + 1; \
if (line_length <= 0) { \
line_length = ncol - indent - length(words[i]) - 1; \
printf "\n%*s ", -indent, " "; \
} \
printf "%s ", words[i]; \
} \
printf "\n"; \
}' \
| more $(shell test $(shell uname) = Darwin && echo '--no-init --raw-control-chars')