analyzer/explore-mod-minor-fixes

.github/workflows/ci.yml

@@ -45,6 +45,10 @@ jobs:
             toxenv: py312
             python-version: 3.12
 
+          - name: python 3.13
+            toxenv: py313
+            python-version: 3.13
+
     steps:
       - name: Checkout code
         uses: actions/checkout@v4

CHANGES.rst

@@ -1,9 +1,13 @@
 1.1.4 (unreleased)
 ==================
 
+analyzer
+--------
+- Minor fixes and improvements to plotting functions in explore module along with updated docstrings [#148]
+
 builder
 -------
-- Retrain JWST models on data collected through January 8, 2026 (v5) and use t0 targ ID instead of 9-digit source ID for NRC WFSS Parallel_Pure [#147]
+- Retrain JWST models on data collected through January 8, 2026 (v5) and use t0 targ ID instead of 9-digit source ID for NRC WFSS Parallel_Pure [#147] 
 
 
 1.1.3 (2025-07-08)

README.md

@@ -52,7 +52,7 @@ $ pytest --env jwstcal -m jwst
 
 **JWST Calibration Pipeline Resource Prediction (JWST)**
 
-[JWST CAL Docs](https://spacekit.readthedocs.io/en/latest/skopes/jwst/cal.html)
+[JWST CAL Docs](https://www.spacekit.org/en/latest/skopes/jwst/cal/index.html)
 
 * Inference ``spacekit.skopes.jwst.cal.predict``
 
@@ -86,7 +86,7 @@ $ python -m spacekit.skopes.jwst.cal.predict /path/to/inputs --pid 1076
 
 **Single Visit Mosaic Alignment (HST)**
 
-[SVM Docs](https://spacekit.readthedocs.io/en/latest/skopes/hst/svm.html)
+[SVM Docs](https://www.spacekit.org/en/latest/skopes/hst/svm/index.html)
 
 * Preprocessing: ``spacekit.skopes.hst.svm.prep``
 * Predict Image Alignments: ``spacekit.skopes.hst.svm.predict``
@@ -97,15 +97,15 @@ $ python -m spacekit.skopes.jwst.cal.predict /path/to/inputs --pid 1076
 
 **HST Calibration Pipeline Resource Prediction (HST)**
 
-[HST CAL Docs](https://spacekit.readthedocs.io/en/latest/skopes/hst/cal.html)
+[HST CAL Docs](https://www.spacekit.org/en/latest/skopes/hst/cal/index.html)
 
 * Training ``spacekit.skopes.hst.cal.train``
 * Inference ``spacekit.skopes.hst.cal.predict``
 
 
 **Exoplanet Detection with time-series photometry (K2, TESS)**
 
-[K2 Docs](https://spacekit.readthedocs.io/en/latest/skopes/kepler/light-curves.html)
+[K2 Docs](https://www.spacekit.org/en/latest/skopes/kepler/light_curves.html)
 
 * ``spacekit.skopes.kepler.light_curves``
 

docker/images/dashboard_image/templates/aws/.env

@@ -7,7 +7,6 @@ SPACEKIT_VERSION="1.1.3"
 SRC="s3" # pkg, s3, git, file
 COLLECTION="" # bucketname, repo url, or local path
 DATASETS="2022-02-14-1644848448,2021-11-04-1636048291,2021-10-28-1635457222"
-# DATASETS="2021-11-04-1636048291,2021-10-28-1635457222,2021-08-22-1629663047"
 PFX="archive" # for s3 this is the folder prefix
 SPACEKIT_DATA=/home/developer # top-level dir where "data" folder is created
 CONTAINER_MODE="-it" # -d for detached, -it for interactive

docker/images/dashboard_image/templates/latest/.env

@@ -11,8 +11,8 @@ PFX="archive" # for s3 this is the folder prefix
 SPACEKIT_DATA=/home/developer # top-level dir where "data" folder is created
 CONTAINER_MODE="-d" # -it for interactive, -d for detached
 MOUNTS=0 # 1 will bind mount the below source and dest paths
-SOURCEDATA="" #"$(pwd)"
-DESTDATA="" #"/home/developer/spacekit"
+SOURCEDATA="" # $(pwd)
+DESTDATA="" # /home/developer/spacekit
 HOSTNAME="localhost"
 IPADDRESS=0.0.0.0
 NAME="spkt-dash-${APP}-${VERSION}"

docs/source/_static/js/custom.js

@@ -273,7 +273,7 @@ mouse_ball.y = e.pageY;
 
 
 function hideAds() {
-    const adIds = ["readthedocs-ea", "readthedocs-ea-text-footer"];
+    const adIds = ["readthedocs-ea", "readthedocs-ea-text-footer", "readthedocs-ea-text-nostyle-nodoctool"];
     adIds.forEach(element => {
         var rtdAd = document.getElementById(element);
         if (rtdAd != null && !rtdAd.hasAttribute("hidden")) {
@@ -306,4 +306,6 @@ waitForVariable('ethicalads')
   .catch((error) => {
     console.error(error);
     // handle timeout or error
-  }, 2000);
+  }, 2000);
+
+hideAds();

docs/source/conf.py

@@ -3,22 +3,13 @@
 # This file only contains a selection of the most common options. For a full
 # list see the documentation:
 # https://www.sphinx-doc.org/en/master/usage/configuration.html
-
-# -- Path setup --------------------------------------------------------------
-
-# If extensions (or modules to document with autodoc) are in another directory,
-# add these directories to sys.path here. If the directory is relative to the
-# documentation root, use os.path.abspath to make it absolute, like shown here.
-#
 import os
 import sys
 import datetime
 import importlib
-from packaging.version import Version
 from configparser import ConfigParser
 
-
-
+# -- Path setup --------------------------------------------------------------
 def setup(app):
     try:
         app.add_css_file("stsci.css")

docs/source/overview.rst

@@ -9,7 +9,7 @@ the Astronomical Data Science and Machine Learning Toolkit
 Overview
 ========
 
-Spacekit is a python library designed to do the heavy lifting of machine learning in astronomy-related applications using .
+Spacekit is a python library designed to do the heavy lifting of machine learning in astronomy-related applications.
 
 The modules contained in this package can be used to assist and streamline each step of a typical data science project:
 
@@ -27,7 +27,7 @@ The modules contained in this package can be used to assist and streamline each
 Applications
 ------------
 
-The :doc:`Skøpes <skopes/index>` module includes real-world machine learning applications used by the Hubble and James Webb Space Telescopes in data calibration pipelines. These mini-applications are an orchestration of functions and classes from other spacekit modules to run real-time, automated analysis, training, and inference on a local server as well as in the cloud (AWS).
+The :doc:`Skøpes <skopes/index>` module includes real-world machine learning applications used by the Hubble and James Webb Space Telescopes in data calibration pipelines. These mini-applications are an orchestration of functions and classes from other spacekit modules to run automated analysis, training, and inference in real-time on a local server or in the cloud (AWS).
 
 
 Indices and tables

scripts/build.sh

@@ -1,4 +1,4 @@
-#!/bin/bash -xu
+#!/bin/bash -e
 source "./docker/images/dashboard_image/.env"
 
 DOCKER_FILE=./docker/images/dashboard_image/Dockerfile

scripts/launch.sh

@@ -1,20 +1,30 @@
-#!/bin/bash -xu
+#!/bin/bash -e
+# To view notebooks in -it mode: jupyter-lab --ip 0.0.0.0
+
 envfile="./docker/images/dashboard_image/.env"
 source $envfile
 
 if [ "${CONTAINER_MODE}" == "-it" ]; then
     EPCOMMAND="/bin/bash"
 fi
 
-if [ $MOUNTS -ne 0 ]; then
-    docker run ${CONTAINER_MODE} \
-    -p 8080:8050 -p 8888:8888 \
-    --name $NAME \
-    --mount type=bind,source=${SOURCEDATA},target=${DESTDATA} \
-    $DOCKER_IMAGE $EPCOMMAND
+existing=`docker ps -aqf "name=${NAME}"`
+
+if [[ -z $existing ]]; then
+    if [ $MOUNTS -ne 0 ]; then
+        docker run ${CONTAINER_MODE} \
+        -p 8050:8050 \
+        --name $NAME \
+        --mount type=bind,source=${SOURCEDATA},target=${DESTDATA} \
+        $DOCKER_IMAGE $EPCOMMAND
+    else
+        docker run ${CONTAINER_MODE} \
+        -p 8050:8050 \
+        --name $NAME \
+        $DOCKER_IMAGE $EPCOMMAND
+    fi
 else
-    docker run ${CONTAINER_MODE} \
-    -p 8080:8050 -p 8888:8888 \
-    --name $NAME \
-    $DOCKER_IMAGE $EPCOMMAND
+    echo "Restarting existing container: ${NAME} (ID=${existing})"
+    docker container start $NAME
+    docker container exec ${CONTAINER_MODE} $NAME $EPCOMMAND
 fi

setup.cfg

@@ -13,7 +13,7 @@ edit_on_github = False
 github_project = spacetelescope/spacekit
 project_urls =
     Source = https://github.com/spacetelescope/spacekit
-    Documentation = https://spacekit.readthedocs.io
+    Documentation = https://www.spacekit.org
     Tracker = https://github.com/spacetelescope/spacekit/issues
 classifiers=
     Intended Audience :: Science/Research
@@ -24,6 +24,7 @@ classifiers=
     Programming Language :: Python :: 3.10
     Programming Language :: Python :: 3.11
     Programming Language :: Python :: 3.12
+    Programming Language :: Python :: 3.13
 
 [options]
 zip_safe = False
@@ -37,7 +38,7 @@ install_requires =
     tensorflow>=2.16.1
     astropy
     boto3
-    numpy>=1.22
+    numpy>=1.25
     pandas
     scikit-learn>=1.3.2