From 37b3ebcb959663825718a8db372c36e8b8564473 Mon Sep 17 00:00:00 2001 From: Sarah Betti Date: Tue, 5 May 2026 09:01:12 -0400 Subject: [PATCH 01/18] update to jdaviz 5.0.0 --- .../photometry_extragalactic/imviz.ipynb | 53 +++++++++---------- 1 file changed, 26 insertions(+), 27 deletions(-) diff --git a/notebooks/cross_instrument/photometry_extragalactic/imviz.ipynb b/notebooks/cross_instrument/photometry_extragalactic/imviz.ipynb index c65049b91..b4be51a36 100644 --- a/notebooks/cross_instrument/photometry_extragalactic/imviz.ipynb +++ b/notebooks/cross_instrument/photometry_extragalactic/imviz.ipynb @@ -13,14 +13,14 @@ "id": "faaaaafd-c448-4d82-8a2b-d8ac82c33205", "metadata": {}, "source": [ - "# Photometry with JWST - Imviz\n", + "# Photometry with JWST - Jdaviz\n", "Author: Camilla Pacifici, Space Telescope Science Institute (adapting notebook by Clare Shanahan)
\n", - "Date last modified: 2025-12-12\n", + "Date last modified: 2026-05-05\n", "\n", "## Tutorial Overview\n", - "This tutorial will demonstrate how to use [Imviz](https://jdaviz.readthedocs.io/en/latest/imviz/index.html) to support a photometry workflow.\n", + "This tutorial will demonstrate how to use [Jdaviz imaging](https://jdaviz.readthedocs.io/en/latest/viewers/image.html) to support a photometry workflow.\n", "\n", - "1. Start Imviz and load data.\n", + "1. Start Jdaviz and load data.\n", "2. Setting display options.\n", "3. Aligning images by WCS.\n", "4. Load catalog of sources from the interface and from the notebook.\n", @@ -57,7 +57,7 @@ "import subprocess\n", "from astroquery.mast import Observations\n", "\n", - "from jdaviz import Imviz\n", + "import jdaviz as jd\n", "\n", "from astropy.table import QTable\n", "from astropy import units as u\n", @@ -95,7 +95,7 @@ "id": "19774986-fbc0-4adf-b24e-27b5c30acbc7", "metadata": {}, "source": [ - "## Initialize Imviz" + "## Initialize Jdaviz" ] }, { @@ -111,8 +111,7 @@ }, "outputs": [], "source": [ - "imviz = Imviz()\n", - "imviz.show()" + "jd.show()\n" ] }, { @@ -121,9 +120,9 @@ "metadata": {}, "source": [ "## Loading Data\n", - "Imviz can ingest FITS files, ASDF files, or numpy arrays (see documentation for [importing data](https://jdaviz.readthedocs.io/en/stable/imviz/import_data.html)). Here, we will work with standard FITS files provided by the [ERS CEERS team](https://ceers.github.io/) as high level data products.\n", + "Jdaviz can ingest FITS files, ASDF files, or numpy arrays (see documentation for [importing data](https://jdaviz.readthedocs.io/en/latest/loaders/index.html). Here, we will work with standard FITS files provided by the [ERS CEERS team](https://ceers.github.io/) as high level data products.\n", "\n", - "Imviz can read either a file path or directly a URI from MAST. Although these data products are available in MAST, we will pull them from a shared space in the platform where they have already being downloaded so we do not have to wait for the download to happen. These files are pretty big!\n", + "Jdaviz can read either a file path or directly a URI from MAST. Although these data products are available in MAST, we will pull them from a shared space in the platform where they have already being downloaded so we do not have to wait for the download to happen. These files are pretty big!\n", "\n", "We will work with three images of the same field in four different filters (F200W, F356W, and F444W) obtained with the NIRCam instrument on JWST." ] @@ -149,9 +148,9 @@ "metadata": {}, "outputs": [], "source": [ - "with imviz.batch_load(): # not necessary, but this context manager makes loading multiple files more efficient \n", + "with jd.batch_load(): # not necessary, but this context manager makes loading multiple files more efficient \n", " for filename in filenames:\n", - " imviz.load(f'{filename}', cache=True)" + " jd.load(f'{filename}', format='Image')" ] }, { @@ -159,7 +158,7 @@ "id": "ab62ab28-b2cf-4377-9682-173e075c97ea", "metadata": {}, "source": [ - "The datasets (given default labels 'A', 'B', and 'C') are loaded into the same viewer. They appear in the data menu on the right hand side. You can select/deselect loaded data to display, remove/re-add data from the viewer, and delete loaded data from the app. To blink between images, press the 'b' key (note that blinking will de-select non active layers)." + "The datasets (given default labels 'A', 'B', and 'C') are loaded into the same viewer. They appear in the data menu on the left hand side. You can select/deselect loaded data to display, remove/re-add data from the viewer, and delete loaded data from the app. To blink between images, press the 'b' key (note that blinking will de-select non active layers)." ] }, { @@ -179,7 +178,7 @@ "metadata": {}, "outputs": [], "source": [ - "plg_orient = imviz.plugins['Orientation']\n", + "plg_orient = jd.plugins['Orientation']\n", "plg_orient.align_by = \"WCS\"" ] }, @@ -201,7 +200,7 @@ "metadata": {}, "outputs": [], "source": [ - "plg_plot = imviz.plugins['Plot Options']\n", + "plg_plot = jd.plugins['Plot Options']\n", "\n", "print(plg_plot.stretch_function.choices)\n", "print(plg_plot.stretch_function.value)\n", @@ -219,7 +218,7 @@ "source": [ "# the following code is the API equivalent to the series of UI clicks we will do in the live demo\n", "# get the 'Plot Options' plugin\n", - "plg_plot = imviz.plugins['Plot Options']\n", + "plg_plot = jd.plugins['Plot Options']\n", "\n", "# enable mutiselect so our chosen options are applied to all images\n", "plg_plot.layer.multiselect = True\n", @@ -251,7 +250,7 @@ "metadata": {}, "outputs": [], "source": [ - "plg_plot = imviz.plugins['Plot Options']\n", + "plg_plot = jd.plugins['Plot Options']\n", "plg_plot.image_color_mode = 'Color'\n", "plg_plot.apply_RGB_presets()" ] @@ -265,7 +264,7 @@ "\n", "SDSS and Gaia catalogs can be loaded directly from jdaviz (with more catalog support planned in the future). Additionally, you can load your own catalog into the application.\n", "\n", - "We will use a portion of one of the catalogs generated in the Photutils demo. The [Catalog Search plugin documentation](https://jdaviz.readthedocs.io/en/stable/imviz/import_data.html#importing-catalogs-via-the-api) explains how the file needs to be formatted." + "We will use a portion of one of the catalogs generated in the Photutils demo. The [Catalog Search plugin documentation](https://jdaviz.readthedocs.io/en/latest/plugins/catalog_search.html) explains how the file needs to be formatted." ] }, { @@ -288,7 +287,7 @@ "metadata": {}, "outputs": [], "source": [ - "plg_cat = imviz.plugins['Catalog Search']\n", + "plg_cat = jd.plugins['Catalog Search']\n", "\n", "# Import the catalog\n", "plg_cat.import_catalog(catalog_file)" @@ -301,7 +300,7 @@ "source": [ "## Loading Regions\n", "\n", - "Regions can also be loaded either as `Subsets` or as `Footprints`. Subsets are used for analysis and are linked to the datasets so they take some memory. Footprints are just for visual purposes and are much lighter on the tool. Here we load regions created in the Photutils demo as Footprints using the [Footprint plugin](https://jdaviz.readthedocs.io/en/stable/imviz/plugins.html#footprints)." + "Regions can also be loaded either as `Subsets` or as `Footprints`. Subsets are used for analysis and are linked to the datasets so they take some memory. Footprints are just for visual purposes and are much lighter on the tool. Here we load regions created in the Photutils demo as Footprints using the [Footprint plugin](https://jdaviz.readthedocs.io/en/latest/plugins/footprints.html)." ] }, { @@ -317,7 +316,7 @@ "regions = Regions.read(region_file)\n", "\n", "# Open the footprint plugin\n", - "plg_fprint = imviz.plugins['Footprints']\n", + "plg_fprint = jd.plugins['Footprints']\n", "plg_fprint.open_in_tray()\n", "plg_fprint.keep_active = True\n", "\n", @@ -345,7 +344,7 @@ "outputs": [], "source": [ "# Open the footprint plugin\n", - "plg_fprint = imviz.plugins['Footprints']\n", + "plg_fprint = jd.plugins['Footprints']\n", "plg_fprint.open_in_tray()\n", "plg_fprint.keep_active = True\n", "\n", @@ -368,7 +367,7 @@ "source": [ "## Aperture photometry\n", "\n", - "We can do [Aperture Photometry](https://jdaviz.readthedocs.io/en/stable/imviz/plugins.html#aperture-photometry) in Imviz. We will do it on a single source selected from the catalog. We can draw a circular `subset` near the souce, then use `recenter` to centroid the position a little better." + "We can do [Aperture Photometry](https://jdaviz.readthedocs.io/en/latest/plugins/aperture_photometry.html) in Jdaviz. We will do it on a single source selected from the catalog. We can draw a circular `subset` near the souce, then use `recenter` to centroid the position a little better." ] }, { @@ -386,8 +385,8 @@ "metadata": {}, "outputs": [], "source": [ - "# get the 'Subsets Tools' plugin where we can create and interact with spatial regions in imviz\n", - "plg_subset = imviz.plugins['Subset Tools']\n", + "# get the 'Subsets Tools' plugin where we can create and interact with spatial regions in jdaviz\n", + "plg_subset = jd.plugins['Subset Tools']\n", "\n", "# Create a circular region around a random source\n", "circular_region = CircleSkyRegion(center=cat['sky_centroid'][250], radius=3*u.arcsec)\n", @@ -411,7 +410,7 @@ "outputs": [], "source": [ "# get the plugin\n", - "aperture_photometry = imviz.plugins['Aperture Photometry']\n", + "aperture_photometry = jd.plugins['Aperture Photometry']\n", "\n", "# export the table of results\n", "aperture_photometry.export_table()" @@ -442,7 +441,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.12.12" + "version": "3.11.15" } }, "nbformat": 4, From 6a97efdafbb7b3799f886569e61459bbbe819f99 Mon Sep 17 00:00:00 2001 From: Sarah Betti Date: Tue, 5 May 2026 09:15:52 -0400 Subject: [PATCH 02/18] jdaviz 5.0 update --- .../rgb_imviz/imviz_rgb_carina.ipynb | 73 ++++++++++--------- 1 file changed, 39 insertions(+), 34 deletions(-) diff --git a/notebooks/cross_instrument/rgb_imviz/imviz_rgb_carina.ipynb b/notebooks/cross_instrument/rgb_imviz/imviz_rgb_carina.ipynb index 8ebba5dea..e7cfc865a 100644 --- a/notebooks/cross_instrument/rgb_imviz/imviz_rgb_carina.ipynb +++ b/notebooks/cross_instrument/rgb_imviz/imviz_rgb_carina.ipynb @@ -5,12 +5,12 @@ "id": "035a23fd", "metadata": {}, "source": [ - "# RGB images with Imviz\n", + "# RGB images with Jdaviz\n", "\n", - "**Use case**: create RGB images using Imviz programmatically.
\n", + "**Use case**: create RGB images using Jdaviz programmatically.
\n", "**Data**: Carina Nebula, NIRCam observations
\n", "**Tools**: jdaviz
\n", - "**Cross-intrument**: Any imager
\n", + "**Cross-instrument**: Any imager
\n", "**Documentation**: This notebook is part of a STScI's larger [post-pipeline Data Analysis Tools Ecosystem](https://jwst-docs.stsci.edu/jwst-post-pipeline-data-analysis).
\n", "\n", "For additional resources, please review our provided full example notebooks maintained in the Jdaviz repository: https://github.com/spacetelescope/jdaviz/tree/main/notebooks" @@ -33,9 +33,11 @@ "source": [ "import warnings\n", "\n", + "from time import sleep\n", + "\n", "from astroquery.mast import Observations\n", "\n", - "from jdaviz import Imviz\n", + "import jdaviz as jd\n", "\n", "from IPython.display import Image" ] @@ -45,19 +47,7 @@ "id": "aaf960cd", "metadata": {}, "source": [ - "## Download images and load Imviz\n", - "\n", - "We create an Imviz instance and grab the default viewer instance as well:" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "409eedc4", - "metadata": {}, - "outputs": [], - "source": [ - "imviz = Imviz()" + "## Download images and load data into the Jdaviz App\n" ] }, { @@ -73,7 +63,6 @@ "execution_count": null, "id": "7bddbc18", "metadata": { - "scrolled": true, "tags": [ "scroll-output" ] @@ -96,7 +85,7 @@ "id": "e6108b52", "metadata": {}, "source": [ - "And load into Imviz." + "And load into Jdaviz." ] }, { @@ -108,9 +97,9 @@ "source": [ "with warnings.catch_warnings():\n", " warnings.simplefilter('ignore')\n", - " with imviz.batch_load():\n", + " with jd.batch_load():\n", " for fn in files:\n", - " imviz.load(f'{data_dir}/{fn}', data_label=fn[31:36])" + " jd.load(f'{data_dir}/{fn}', format='Image', data_label=fn[31:36])" ] }, { @@ -118,7 +107,7 @@ "id": "8a4b2e1a", "metadata": {}, "source": [ - "Now, we can display Imviz." + "Now, we can display Jdaviz." ] }, { @@ -128,7 +117,7 @@ "metadata": {}, "outputs": [], "source": [ - "imviz.show()" + "jd.show()" ] }, { @@ -137,7 +126,7 @@ "metadata": {}, "source": [ "## Align by WCS\n", - "https://jdaviz.readthedocs.io/en/latest/imviz/plugins.html#orientation\n", + "https://jdaviz.readthedocs.io/en/latest/plugins/orientation.html\n", "\n", "The first thing you will probably notice is that the image doesn't take up the entire viewer area. If you press the \"b\" key to blink to the next image, you will see that this image is zoomed correctly by default. The odd default zoom on the other is because the images are linked by pixel when loaded. We can instead link by WCS (world coordinates) so that the images will be properly aligned." ] @@ -147,7 +136,7 @@ "id": "341145e7-e595-4a58-aab8-0e1e24c19c3d", "metadata": {}, "source": [ - "There are two ways to link in Imviz. Firstly, you can do it from within the UI through the Orientation plugin by selecting \"WCS\". Either open the plugin tray to the right and search for \"Orientation\", or execute the following cell to open it automatically:" + "There are two ways to link in Jdaviz. Firstly, you can do it from within the UI through the Orientation plugin by selecting \"WCS\". Either open the plugin tray to the left and search for \"Orientation\", or execute the following cell to open it automatically:" ] }, { @@ -155,7 +144,7 @@ "id": "19216180-6a20-44cd-a384-981431eb6a3f", "metadata": {}, "source": [ - "imviz.plugins['Orientation'].open_in_tray()" + "jd.plugins['Orientation'].open_in_tray()" ] }, { @@ -163,7 +152,7 @@ "id": "75367551", "metadata": {}, "source": [ - "You can also set the link type from the API using the Imviz Helper:" + "You can also set the link type from the API using the Jdaviz Helper:" ] }, { @@ -173,8 +162,13 @@ "metadata": {}, "outputs": [], "source": [ + "\n", + "# If running cells in rapid succession, this cell may fail.\n", + "# We add a slight pause before aligning the images to avoid this.\n", + "sleep(1)\n", + "\n", "# Link images by WCS (without affine approximation).\n", - "imviz.plugins['Orientation'].align_by = 'WCS'" + "jd.plugins['Orientation'].align_by = 'WCS'" ] }, { @@ -209,7 +203,7 @@ "metadata": {}, "outputs": [], "source": [ - "plot_options = imviz.plugins['Plot Options']" + "plot_options = jd.plugins['Plot Options']" ] }, { @@ -274,11 +268,13 @@ "cell_type": "code", "execution_count": null, "id": "e0b15d1a-7e12-4338-bf9f-c9ba0095e0a3", - "metadata": {}, + "metadata": { + "scrolled": true + }, "outputs": [], "source": [ - "exporting = imviz.plugins['Export']\n", - "exporting.viewer = 'imviz-0'\n", + "exporting = jd.plugins['Export']\n", + "exporting.viewer = 'Image'\n", "exporting.filename = 'carina_preset.png'\n", "exporting.export()" ] @@ -318,8 +314,17 @@ "id": "c08db0ba", "metadata": {}, "source": [ - "Notebook created by Kyle Conroy and adapted by Duy Nguyen and Camilla Pacifici." + "Notebook created by Kyle Conroy and adapted by Duy Nguyen and Camilla Pacifici.\n", + "last updated: 2026-05-05" ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ee3921eb-596f-4382-87ce-ef7cefa4aa41", + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { @@ -338,7 +343,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.12.12" + "version": "3.11.15" } }, "nbformat": 4, From f2be16e52b20bd3a1443469778e399c0d32d687a Mon Sep 17 00:00:00 2001 From: Sarah Betti Date: Tue, 5 May 2026 09:17:49 -0400 Subject: [PATCH 03/18] jdaviz 5.0 update --- notebooks/jdaviz_demo/notebooks/Imviz.ipynb | 150 +++++++++++++++----- 1 file changed, 113 insertions(+), 37 deletions(-) diff --git a/notebooks/jdaviz_demo/notebooks/Imviz.ipynb b/notebooks/jdaviz_demo/notebooks/Imviz.ipynb index 584aaf20e..8470eb328 100644 --- a/notebooks/jdaviz_demo/notebooks/Imviz.ipynb +++ b/notebooks/jdaviz_demo/notebooks/Imviz.ipynb @@ -13,14 +13,14 @@ "id": "faaaaafd-c448-4d82-8a2b-d8ac82c33205", "metadata": {}, "source": [ - "# Jdaviz Imviz Demo\n", + "# Jdaviz Image Demo\n", "**Author: Clare Shanahan, Space Telescope Science Institute**
\n", "**Last update: Oct 30, 2025**\n", "\n", "## Tutorial Overview\n", - "This tutorial will demonstrate an example workflow to show of some key features of [Imviz](https://jdaviz.readthedocs.io/en/latest/imviz/index.html). We will be looking at some basic functionality (starting the app in a notebook, loading data, pan/zoom, subsets/regions of interest) as well as some of the higher level plugin tools including catalog search and aperture photometry.\n", + "This tutorial will demonstrate an example workflow to show of some key features of [Jdaviz Imaging](https://jdaviz.readthedocs.io/en/latest/viewers/image.html). We will be looking at some basic functionality (starting the app in a notebook, loading data, pan/zoom, subsets/regions of interest) as well as some of the higher level plugin tools including catalog search and aperture photometry.\n", "\n", - "1. Starting Imviz and loading data (NGC 346, star forming region).\n", + "1. Starting Jdaviz and loading data (NGC 346, star forming region).\n", "2. Setting display options for loaded data.\n", "3. Aligning images by pixel / wcs. Blinking between loaded images. \n", "4. Loading GAIA catalog and plotting sources on images. Zooming and panning on image.\n", @@ -36,20 +36,34 @@ "id": "2f28b23f-4a49-4fe1-8ba9-dc417b26978c", "metadata": {}, "source": [ - "First, import, create, and show an Imviz instance in the notebook. It will be empty until we load data, but the application \n", + "First, import, create, and show an Jdaviz app instance in the notebook. It will be empty until we load data, but the application \n", "displayed in the following cell will be our workspace, where all changes made by clicking or programatically via the API will be reflected. (You will be scrolling up to this cell frequently if you are following along in the notebook.)" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "id": "191f6ab3-634a-4161-b9a6-95970bdfb792", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "8cdae69d98444d2bbe3a203507783d82", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "PrivateApplication(api_hints_obj='jd', config='deconfigged', docs_link='https://jdaviz.readthedocs.io/en/v5.0.…" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ - "from jdaviz import Imviz\n", - "imviz = Imviz()\n", - "imviz.show()" + "import jdaviz as jd\n", + "jd.show()" ] }, { @@ -58,7 +72,7 @@ "metadata": {}, "source": [ "## Loading Data\n", - "In addition to loading local data files or array data (e.g., a Spectrum1D for specviz/specviz2d, or numpy array/CCDData etc in imviz) in a notebook, jdaviz can download and load data directly from the MAST archive when given a URI.\n", + "In addition to loading local data files or array data (e.g., a Spectrum1D or numpy array/CCDData) in a notebook, jdaviz can download and load data directly from the MAST archive when given a URI.\n", "\n", "We will download two level 3 NIRCAM images of NGC 346 in two different filters (F335M and F227M) and load them as two layers\n", "in the same image viewer.\n", @@ -68,18 +82,28 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "id": "5c75536e-e679-4dbe-94eb-b340423711fc", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "INFO: Found cached file ./jw01227025001_04101_00001_nrcalong_i2d.fits with expected size 120248640. [astroquery.query]\n", + "INFO: Found cached file ./jw01227025001_02101_00001_nrcalong_i2d.fits with expected size 120248640. [astroquery.query]\n", + "INFO: Found cached file ./jw01227025001_06101_00001_nrcalong_i2d.fits with expected size 120248640. [astroquery.query]\n" + ] + } + ], "source": [ "filenames = ['jw01227025001_04101_00001_nrcalong_i2d.fits', # F277W\n", " 'jw01227025001_02101_00001_nrcalong_i2d.fits', # F335M\n", " 'jw01227025001_06101_00001_nrcalong_i2d.fits'] # F444W\n", - "with imviz.batch_load(): # not necessary, but this context manager makes loading multiple files more efficient \n", + "with jd.batch_load(): # not necessary, but this context manager makes loading multiple files more efficient \n", " for filename in filenames:\n", - " imviz.load(f'mast:JWST/product/{filename}', cache=True) # to re-download from MAST (or use cached files)\n", - " # imviz.load(f'./data/{filename}', cache=True) # pre-downloaded data" + " jd.load(f'mast:JWST/product/{filename}', format='Image', cache=True) # to re-download from MAST (or use cached files)\n", + " # jd.load(f'./data/{filename}', format = 'Image', cache=True) # pre-downloaded data" ] }, { @@ -87,7 +111,7 @@ "id": "ab62ab28-b2cf-4377-9682-173e075c97ea", "metadata": {}, "source": [ - "Once these files are loaded (which will take longer the first time if they need to be downloaded), they will appear in Imviz in the cell above. Both datasets (given default labels 'A', 'B', and 'C') were loaded into the same viewer. They appear in the data menu on the left hand side. You can select/deselect loaded data to display, remove/re-add data from the viewer, and delete loaded data from the app. To blink between images, press the 'b' key (note that blinking will de-select non active layers)." + "Once these files are loaded (which will take longer the first time if they need to be downloaded), they will appear in the Jdaviz app in the cell above. Both datasets (given default labels 'A', 'B', and 'C') were loaded into the same viewer. They appear in the data layer menu on the right hand side. You can select/deselect loaded data to display, remove/re-add data from the viewer, and delete loaded data from the app. To blink between images, press the 'b' key (note that blinking will de-select non active layers)." ] }, { @@ -102,12 +126,12 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "id": "1e1161d1-ad45-44fd-90f2-3ee061cd2c92", "metadata": {}, "outputs": [], "source": [ - "orientation = imviz.plugins['Orientation']\n", + "orientation = jd.plugins['Orientation']\n", "orientation.align_by = \"WCS\"" ] }, @@ -124,14 +148,14 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, "id": "2cb44178-83e7-48a3-8cff-25be6a140b6c", "metadata": {}, "outputs": [], "source": [ "# the following code is the API equivalent to the series of UI clicks we will do in the live demo\n", "# get the 'Plot Options' plugin\n", - "plot_options = imviz.plugins['Plot Options']\n", + "plot_options = jd.plugins['Plot Options']\n", "\n", "# enable mutiselect so our chosen options are applied to all images\n", "plot_options.layer.multiselect = True\n", @@ -157,7 +181,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "id": "a21c4e12-1989-4c2e-89e6-58df2bacd140", "metadata": {}, "outputs": [], @@ -182,12 +206,20 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 6, "id": "29350e4c-878b-4598-87bd-d9d8a0af38b8", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "In preparation for Gaia DR4, the Gaia archive is in evolution. Unfortunately, it may be unstable at times and particular types of queries may time out. Please consider registering for a user account (https://www.cosmos.esa.int/web/gaia-users/register). For questions or advice, please contact the Gaia helpdesk (https://www.cosmos.esa.int/web/gaia/gaia-helpdesk).\n" + ] + } + ], "source": [ - "catalogs_plugin = imviz.plugins['Catalog Search']._obj\n", + "catalogs_plugin = jd.plugins['Catalog Search']._obj\n", "\n", "# select Gaia catalog\n", "catalogs_plugin.catalog.selected = 'Gaia'\n", @@ -207,7 +239,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 7, "id": "9106e93f-ca03-4ccb-ad70-1f2a49332a09", "metadata": {}, "outputs": [], @@ -224,10 +256,19 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 8, "id": "338e9544-f480-4ab7-8751-69316ae8763d", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "RA: 14.73761\n", + "Dec: -72.14252\n" + ] + } + ], "source": [ "# Get the RA and Dec of the selected source\n", "ra = float(catalogs_plugin.table.items[idx]['Right Ascension (degrees)'])\n", @@ -248,7 +289,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 9, "id": "90ca3204-23d9-488a-ae39-586166d56119", "metadata": {}, "outputs": [], @@ -257,8 +298,8 @@ "from astropy.coordinates import SkyCoord\n", "import astropy.units as u\n", "\n", - "# get the 'Subsets Tools' plugin where we can create and interact with spatial regions in imviz\n", - "subset_plugin = imviz.plugins['Subset Tools']\n", + "# get the 'Subsets Tools' plugin where we can create and interact with spatial regions in jdaviz\n", + "subset_plugin = jd.plugins['Subset Tools']\n", "\n", "# load a circular region at the location of our selected catalog item\n", "# just for demo sake, shift the coordinates a tiny bit from the catalog position so we\n", @@ -271,7 +312,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 10, "id": "c5a4a10d-24d1-44b0-b1fa-01dfe3ff0b00", "metadata": {}, "outputs": [], @@ -295,13 +336,32 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 11, "id": "06f5f2f4-af12-44c5-949c-fdc854bcc015", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/sbetti/miniconda3/envs/jdatnb/lib/python3.11/site-packages/jupyter_client/session.py:727: UserWarning: Message serialization failed with:\n", + "Out of range float values are not JSON compliant\n", + "Supporting this message is deprecated in jupyter-client 7, please make sure your message is JSON-compliant\n", + " content = self.pack(content)\n", + "/Users/sbetti/miniconda3/envs/jdatnb/lib/python3.11/site-packages/jupyter_client/session.py:727: UserWarning: Message serialization failed with:\n", + "Out of range float values are not JSON compliant\n", + "Supporting this message is deprecated in jupyter-client 7, please make sure your message is JSON-compliant\n", + " content = self.pack(content)\n", + "/Users/sbetti/miniconda3/envs/jdatnb/lib/python3.11/site-packages/jupyter_client/session.py:727: UserWarning: Message serialization failed with:\n", + "Out of range float values are not JSON compliant\n", + "Supporting this message is deprecated in jupyter-client 7, please make sure your message is JSON-compliant\n", + " content = self.pack(content)\n" + ] + } + ], "source": [ "# get the plugin\n", - "aperture_photometry = imviz.plugins['Aperture Photometry']._obj\n", + "aperture_photometry = jd.plugins['Aperture Photometry']._obj\n", "\n", "# enable multiselect mode to do photometry on multiple datasets at once\n", "aperture_photometry.multiselect = True\n", @@ -326,10 +386,26 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 12, "id": "93528731-a821-47bf-83ed-c89d5a2d5637", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "3440cbc564ef409bb7cd23423007e3bd", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "Table(api_hints_obj='deconfigged.table', events=['clear_table', 'popout'], headers_avail=['xcenter', 'ycenter'…" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "aperture_photometry.table" ] @@ -359,7 +435,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.14" + "version": "3.11.15" } }, "nbformat": 4, From 4ab89723bf002d36420fde4a141bca9a9ceeea38 Mon Sep 17 00:00:00 2001 From: Sarah Betti Date: Tue, 5 May 2026 09:36:48 -0400 Subject: [PATCH 04/18] jdaviz 5.0 update --- .../JWST_Mstar_dataAnalysis_analysis.ipynb | 505 ++++++++++++++---- .../MIRI/MRS_Mstar_analysis/requirements.txt | 2 +- .../adjust_redshift_slider.png | Bin 113594 -> 243069 bytes .../galaxy_redshift/guess_redshift.png | Bin 111889 -> 240155 bytes .../NIRSpec/galaxy_redshift/line_list.png | Bin 113563 -> 244211 bytes .../precise_adjust_with_zoom.png | Bin 104651 -> 244820 bytes .../galaxy_redshift/redshift_fitting.ipynb | 408 +++++++++++--- .../NIRSpec/galaxy_redshift/requirements.txt | 2 +- .../NIRSpec/galaxy_redshift/select_list.png | Bin 103850 -> 232802 bytes .../NIRSpec/galaxy_redshift/select_region.png | Bin 81315 -> 243902 bytes .../galaxy_redshift/select_three_lines.png | Bin 126230 -> 265039 bytes .../photometry_extragalactic/requirements.txt | 2 +- .../requirements.txt | 2 +- ...iz_notebook_gui_interaction_redshift.ipynb | 306 ++++++++--- notebooks/jdaviz_demo/notebooks/Cubeviz.ipynb | 45 +- notebooks/jdaviz_demo/notebooks/Imviz.ipynb | 2 +- .../notebooks/Specviz_Specviz2d.ipynb | 268 +++++++--- .../notebooks/specreduce_extraction.ipynb | 28 +- 18 files changed, 1207 insertions(+), 363 deletions(-) diff --git a/notebooks/MIRI/MRS_Mstar_analysis/JWST_Mstar_dataAnalysis_analysis.ipynb b/notebooks/MIRI/MRS_Mstar_analysis/JWST_Mstar_dataAnalysis_analysis.ipynb index 866a536ed..d1911d93b 100644 --- a/notebooks/MIRI/MRS_Mstar_analysis/JWST_Mstar_dataAnalysis_analysis.ipynb +++ b/notebooks/MIRI/MRS_Mstar_analysis/JWST_Mstar_dataAnalysis_analysis.ipynb @@ -57,7 +57,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "metadata": { "slideshow": { "slide_type": "fragment" @@ -82,7 +82,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "metadata": { "collapsed": false, "jupyter": { @@ -101,13 +101,13 @@ "from astropy.utils.data import download_file\n", "\n", "# To deal with 1D spectrum\n", + "from photutils.aperture import CircularAperture\n", "from specutils import Spectrum1D\n", "from specutils.manipulation import box_smooth, extract_region\n", "from specutils.analysis import line_flux, centroid, equivalent_width\n", "from specutils.spectra import SpectralRegion\n", "from specutils import SpectrumList\n", - "from jdaviz import Specviz\n", - "from jdaviz import Cubeviz\n", + "import jdaviz as jd\n", "\n", "# Display the video\n", "from IPython.display import YouTubeVideo" @@ -115,7 +115,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -135,7 +135,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ @@ -152,7 +152,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ @@ -162,9 +162,17 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 6, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Pipeline 3 Data Exists\n" + ] + } + ], "source": [ "# Check if Pipeline 3 Reduced data exists and, if not, download it\n", "import os\n", @@ -204,7 +212,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 7, "metadata": {}, "outputs": [], "source": [ @@ -245,9 +253,9 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Specviz Visualization of the SpectrumList\n", + "## Jdaviz Visualization of the SpectrumList\n", "\n", - "You can visualize the spectrum list inside a Jupyter notebook using Specviz" + "You can visualize the spectrum list inside a Jupyter notebook using Jdaviz" ] }, { @@ -256,14 +264,39 @@ "source": [ "## Video 1:\n", " \n", - "This Specviz Instructional Demo is from STScI's official YouTube channel and provides an introduction to Specviz." + "This Specviz Instructional Demo is from STScI's official YouTube channel and provides an introduction to Jdaviz 1D Spectrum.\n", + "\n", + "*Note: Specviz has been deprecated as of Jdaviz Version 5.0. However, the general concepts and techniques are the same as loading in a 1D Spectrum to Jdaviz*" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 8, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/jpeg": 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+ "text/html": [ + "\n", + " \n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "vid = YouTubeVideo(\"zLyRnfG32Bo\")\n", "display(vid)" @@ -278,113 +311,211 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 9, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "fd97be57badd420cabcb1d4ae383bc3e", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "PrivateApplication(api_hints_obj='jd', config='deconfigged', docs_link='https://jdaviz.readthedocs.io/en/v5.0.…" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ - "# Open these spectra up in Specviz\n", - "specviz = Specviz()\n", - "specviz.show()" + "# Open these spectra up in Jdaviz\n", + "jd1d = jd.new_app()\n", + "jd1d.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "#### Load in the spectrum list from above. Note, only the first spectrum in your list is displayed automatically. You will need to turn on the remaining spectra in the \"DATA\" drop-down, then hit the \"Home\" button in the toolbar, and scale our plot accordingly to see the other spectra." + "#### Load in the spectrum list from above. We use the batch_load() helper in order to load multiple spectra at once. " ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "# Load in the spectrum list from above.\n", - "specviz.load_data(splist)" + "with jd1d.batch_load():\n", + " for sp in splist:\n", + " jd1d.load(sp, format='1D Spectrum')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## Cubeviz Visualization\n", "\n", - "You can also visualize images inside a Jupyter notebook using Cubeviz\n" + "After loading, only the spectra in the wavelength range of the first spectra are visible. Click on the house icon on the viewer to show all of the spectra. Then, click into the zoom button next to the house and select the second button to zoom to a drawn vertical region. Then select and drag the appropriate y range on the viewer. " + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [], + "source": [ + "# Or, adjust the limits using the API calls to see all of the spectra. \n", + "# You can provide it a scalar (which assumes the units of the loaded spectra) or an astropy.Quantity. \n", + "viewer = jd1d.viewers['1D Spectrum']\n", + "viewer.set_limits(x_min=4.9, x_max=29, y_min = 0, y_max=2.2e-1)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## Video 2:\n", - " \n", - "This Cubeviz Instructional Demo is from STScI's official YouTube channel and provides an introduction to Cubeviz." + "## 3D Spectrum Visualization\n", + "\n", + "You can also visualize images inside a Jupyter notebook using Jdaviz with a 3D Spectrum viewer.\n" ] }, { - "cell_type": "code", - "execution_count": null, + "cell_type": "markdown", "metadata": {}, - "outputs": [], "source": [ - "vid = YouTubeVideo(\"HMSYwiH3Gl4\")\n", - "display(vid)" + "## Video 2:\n", + " \n", + "This Cubeviz Instructional Demo is from STScI's official YouTube channel and provides an introduction to Jdaviz viewing a 3D Spectrum.\n", + "\n", + "*Note: Cubeviz has been deprecated as of Jdaviz Version 5.0. However, the general concepts and techniques are the same as loading in a 3D Spectrum to Jdaviz*" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 12, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/jpeg": 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+ "text/html": [ + "\n", + " \n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ - "cubeviz = Cubeviz()\n", - "cubeviz.show()" + "vid = YouTubeVideo(\"HMSYwiH3Gl4\")\n", + "display(vid)" ] }, { - "cell_type": "markdown", + "cell_type": "code", + "execution_count": 13, "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "ba14394c9d5144c9aa104b0a4ab90152", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "PrivateApplication(api_hints_obj='jd', config='deconfigged', docs_link='https://jdaviz.readthedocs.io/en/v5.0.…" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ - "#### Developer Note. Need to pick a different unit than meters. https://jira.stsci.edu/browse/JDAT-1792" + "# create a new viewer, or comment out the line below to load the 3D spectrum into the original Jdaviz app. \n", + "jd3d = jd.new_app()\n", + "\n", + "jd3d.show()" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 14, "metadata": {}, "outputs": [], "source": [ - "# Here, we load the data into the Cubeviz app for visual inspection.\n", - "# In this case, we're just looking at a single channel because, unlike Specviz, Cubeviz can only load a single cube at a time.\n", + "# Here, we load the data into the Jdaviz app for visual inspection.\n", + "# In this case, we're just looking at a single channel. Note that Jdaviz can only load a single cube at a time.\n", "\n", "ch1short_cubefile = 'combine_dithers_all_exposures_ch1-long_s3d.fits'\n", - "cubeviz.load_data(ch1short_cubefile)" + "jd3d.load(ch1short_cubefile, format='3D Spectrum')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Next, you want to define a pixel region subset that is specific to the AGB star. You can do this with the regions utility button and drawing a circular region around the AGB star at approximate pixels x=20, y=30." + "Next, you want to define a pixel region subset that is specific to the AGB star. You can do this with the regions utility button and drawing a circular region around the AGB star at approximate pixels x=20, y=30 or creating a region with photutils." ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 15, "metadata": {}, "outputs": [], + "source": [ + "# photutils aperture\n", + "my_region = [CircularAperture((20, 30), r=6)]\n", + "\n", + "jd3d.plugins['Subset Tools'].import_region(my_region, combination_mode='new')" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Spectrum (length=1091)\n", + "Flux=[3.58403021e-08 3.55081165e-08 3.53666761e-08 ... 2.98544692e-08\n", + " 2.98151447e-08 2.97742002e-08] MJy, mean=0.00000 MJy\n", + "Spectral Axis=[6.42050008 6.42150008 6.42250008 ... 7.50850013 7.50950013\n", + " 7.51050013] um, mean=6.96550 um\n", + "Uncertainty=StdDevUncertainty ([6.92213788e-07 5.81188350e-07 4.31634586e-07 ... 6.87868928e-07\n", + " 4.60723765e-07 5.80832940e-07] MJy)\n" + ] + } + ], "source": [ "# Now extract spectrum from your spectral viewer\n", "# NEED TO show how to use Spectral Extraction plugin and calculate mean instead of sum spectra\n", "try:\n", - " spec_agb = cubeviz.get_data('Spectrum (Subset 1, sum)') # AGB star only\n", + " spec_agb = jd3d.get_data('Spectrum (Subset 1, sum)') # AGB star only\n", " print(spec_agb)\n", " spec_agb_exists = True\n", "except Exception:\n", " print(\"There are no subsets selected.\")\n", " spec_agb_exists = False\n", - " spec_agb = cubeviz.get_data('Spectrum (sum)') # Whole field of view\n", + " spec_agb = jd3d.get_data('Spectrum (sum)') # Whole field of view\n", " print(spec_agb)" ] }, @@ -392,7 +523,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "#### Developer Note: Since Cubeviz only displays a single cube at a time, you can't extract a full spectrum at the current time. So, you should use the spectrum defined above ('spec')" + "#### Developer Note: Since Jdaviz only displays a single cube at a time, you can't extract a full spectrum at the current time. So, you should use the spectrum defined above ('spec')" ] }, { @@ -404,7 +535,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 17, "metadata": {}, "outputs": [], "source": [ @@ -419,9 +550,20 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 18, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "# Apply a 5 pixel boxcar smoothing to the spectrum\n", "spec_bsmooth = box_smooth(spec, width=5)\n", @@ -456,27 +598,43 @@ "source": [ "## Visualize for Analysis the Single Spectrum1D Object Created Above from All 12 Individual Spectra\n", "\n", - "You can visualize the extracted spectrum inside Specviz" + "You can visualize the extracted spectrum inside Jdaviz" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 19, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "daff3a4d8a6442b78ccfad0c1c31139f", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "PrivateApplication(api_hints_obj='jd', config='deconfigged', docs_link='https://jdaviz.readthedocs.io/en/v5.0.…" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ - "# Open these spectra up in Specviz\n", - "specviz = Specviz()\n", - "specviz.show()" + "# Open these spectra up in a new Jdaviz app\n", + "jd1ds = jd.new_app()\n", + "jd1ds.show()" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 20, "metadata": {}, "outputs": [], "source": [ - "specviz.load_data(spec_agb)" + "# using data_label allows you to name the new spectrum that is loaded\n", + "jd1ds.load(spec_agb, format='1D Spectrum', data_label='AGB star')" ] }, { @@ -484,16 +642,18 @@ "metadata": {}, "source": [ "# To load the entire x1d spectrum loaded earlier, you can use this command instead\n", - "specviz.load_data(spec)" + "with jd.batch_load():\n", + " for sp in splist:\n", + " jd.load(sp, format='1D Spectrum')" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 21, "metadata": {}, "outputs": [], "source": [ - "# Make new video to show how to smooth spectrum in Specviz" + "# todo: Make new video to show how to smooth spectrum in Jdaviz" ] }, { @@ -521,20 +681,29 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 22, "metadata": {}, "outputs": [], "source": [ - "# Make new video to show how to fit a blackbody model to the spectrum" + "# todo: Make new video to show how to fit a blackbody model to the spectrum" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 23, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Not present\n", + "No Blackbody\n" + ] + } + ], "source": [ - "spectra = specviz.get_spectra()\n", + "spectra = jd1ds.datasets\n", "\n", "a = checkKey(spectra, \"BB1\")\n", "if a is True:\n", @@ -549,9 +718,17 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 24, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The blackbody.fits file does not exist\n" + ] + } + ], "source": [ "# Delete any existing output in current directory\n", "if os.path.exists(\"blackbody.fits\"):\n", @@ -562,7 +739,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 25, "metadata": {}, "outputs": [], "source": [ @@ -572,7 +749,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 26, "metadata": {}, "outputs": [], "source": [ @@ -604,9 +781,30 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 27, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "# Plot the spectrum & the model fit to the short wavelength region of the data.\n", "plt.figure(figsize=(8, 4))\n", @@ -675,36 +873,52 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 28, "metadata": {}, "outputs": [], "source": [ - "# Subtract the continuum and plot in a new instance of specviz\n", + "# Subtract the continuum and plot in a new instance of jdaviz\n", "bbsub_spectra = spec - ybest.value # continuum subtracted spectra - Dust only" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 29, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "35530dc945cf4eff824792524c994f79", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "PrivateApplication(api_hints_obj='jd', config='deconfigged', docs_link='https://jdaviz.readthedocs.io/en/v5.0.…" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ - "specviz = Specviz()\n", - "specviz.show()" + "jd1ds = jd.new_app()\n", + "\n", + "jd1ds.show()" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 30, "metadata": {}, "outputs": [], "source": [ - "specviz.load_data(bbsub_spectra)" + "jd1ds.load(bbsub_spectra, format='1D Spectrum')" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 31, "metadata": {}, "outputs": [], "source": [ @@ -713,11 +927,20 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 32, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Not present\n", + "No Polyfit\n" + ] + } + ], "source": [ - "spectra = specviz.get_spectra()\n", + "spectra = jd1ds.datasets\n", "\n", "a = checkKey(spectra, \"PolyFit\")\n", "if a is True:\n", @@ -732,9 +955,17 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 33, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The poly.fits file does not exist\n" + ] + } + ], "source": [ "# Delete any existing output in current directory\n", "if os.path.exists(\"poly.fits\"):\n", @@ -745,7 +976,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 34, "metadata": {}, "outputs": [], "source": [ @@ -755,9 +986,30 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 35, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "# Fit a local continuum between the flux densities at: 8.0 - 8.1 & 14.9 - 15.0 microns\n", "# (i.e. excluding the line itself)\n", @@ -817,39 +1069,64 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 36, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "d6987cc4a9664f359c32530aa102aa88", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "PrivateApplication(api_hints_obj='jd', config='deconfigged', docs_link='https://jdaviz.readthedocs.io/en/v5.0.…" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ - "# Load 10 um feature back into specviz and calculate the Line flux; Line Centroid; Equivalent width\n", - "specviz = Specviz()\n", - "specviz.show()" + "# Load 10 um feature into jdaviz and calculate the Line flux; Line Centroid; Equivalent width\n", + "jd10um = jd.new_app()\n", + "jd10um.show()" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 37, "metadata": {}, "outputs": [], "source": [ - "specviz.load_data(line_spec_consub, data_label='Continuum Subtraction')\n", - "specviz.load_data(line_spec_norm, data_label='Normalized')" + "jd10um.load(line_spec_consub, format='1D Spectrum', data_label='Continuum Subtraction')\n", + "# jd10um.load(line_spec_norm, data_label='Normalized')" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 38, "metadata": {}, "outputs": [], "source": [ - "# Make new video to show how to measure lines within specviz" + "# todo: Make new video to show how to measure lines within jdaviz" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 39, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Line_centroid: 10.7569 micron \n", + "Integrated line_flux: 6.65227e-15 W / m2 \n", + "Equivalent width: -15.0066 micron \n" + ] + } + ], "source": [ "# Alternative method to analyze the 10um line within the notebook. Calculate the Line flux; Line Centroid; Equivalent width\n", "\n", @@ -872,7 +1149,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 40, "metadata": {}, "outputs": [], "source": [ @@ -885,9 +1162,20 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 41, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "# Plot the optical depth of the 10 micron region vs wavelength\n", "plt.figure(figsize=(10, 6))\n", @@ -911,7 +1199,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "This is the end of the notebook that shows some basic analysis of a MIRI MRS spectrum using Cubeviz and Specviz. Much more analysis is possible." + "This is the end of the notebook that shows some basic analysis of a MIRI MRS spectrum using Jdaviz. Much more analysis is possible." ] }, { @@ -937,7 +1225,8 @@ "**Updated On:** 2020-08-11
\n", "**Updated On:** 2021-09-06 by B. Sargent, STScI Scientist, Space Telescope Science Institute (added MRS Simulated Data)
\n", "**Updated On:** 2021-12-12 by O. Fox, STScI Scientist (added blackbody and polynomial fitting within the notebook)
\n", - "**Updated On:** 2024-10-29 by C. Pacifici, STScI Data Scientist, adapt to Jdaviz 4.0 (still need to update videos)
" + "**Updated On:** 2024-10-29 by C. Pacifici, STScI Data Scientist, adapt to Jdaviz 4.0 (still need to update videos)
\n", + "**Updated On:** 2026-05-05 by S. Betti, STScI Astronomical Data Scientist, adapt to Jdaviz 5.0 (still need to update videos)
\n" ] }, { @@ -971,7 +1260,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.12.7" + "version": "3.11.15" } }, "nbformat": 4, diff --git a/notebooks/MIRI/MRS_Mstar_analysis/requirements.txt b/notebooks/MIRI/MRS_Mstar_analysis/requirements.txt index 467781e5f..92147cfcc 100644 --- a/notebooks/MIRI/MRS_Mstar_analysis/requirements.txt +++ b/notebooks/MIRI/MRS_Mstar_analysis/requirements.txt @@ -1,4 +1,4 @@ -jdaviz>=3.6.2 +jdaviz>=5.0 jwst>=1.11.4 radio-beam>=0.3.4 photutils>=1.9.0 diff --git a/notebooks/NIRSpec/galaxy_redshift/adjust_redshift_slider.png b/notebooks/NIRSpec/galaxy_redshift/adjust_redshift_slider.png index 2b5361343b620aa39c1395b327e766fc3d32c61b..b46c81a7940b399da0d91b2920857391123f1707 100644 GIT binary patch literal 243069 zcmeFZWmsF?wl)kDiWN#}DFq4y2vDGCk>XG^XmN*P#ogTs6o+8NDO%iJTUy+;xVs1U zcjej7mUo}cyZ8CN^Yd_BNft@gTx-rb<{0<5$2}ADUPcTHgAfA&0RamlE-a6LfCfcC zKyF2Q2)y&P><)~8@JQN3Na#I8NC@=a*6O2)xgi3Acu=egs;WZQ^HdFaGGsJi0f`N1 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