examples: add mnist fgm demo which makes use of RESTAPI v1

.github/workflows/pip-compile.yml

@@ -222,17 +222,24 @@ jobs:
       - name: install dos2unix tool
         run: sudo apt install -y dos2unix
 
-      - name: download all the compiled requirements files
+      - name: download all the compiled requirements files - x86-64
         uses: actions/download-artifact@v4
         with:
-          path: artifacts
+          pattern: py*
+          merge-multiple: true
+
+      - name: download all the compiled requirements files - aarch64
+        uses: actions/download-artifact@v4
+        with:
+          pattern: requirements-*
+          merge-multiple: true
 
       - name: standardize and consolidate files into venvs directory
         run: |
-          find artifacts -type f -name "*requirements*.txt" -exec chmod 0644 {} \;
-          find artifacts -type f -name "*requirements*.txt" -exec dos2unix {} \;
+          find . -type f -name "*requirements*.txt" -exec chmod 0644 {} \;
+          find . -type f -name "*requirements*.txt" -exec dos2unix {} \;
           mkdir venvs
-          mv artifacts/**/*.txt venvs
+          mv *.txt venvs
 
       - name: archive the consolidated requirements files
         uses: actions/upload-artifact@v4

.gitignore

@@ -398,7 +398,6 @@ vignettes/*.pdf
 
 # Javascript
 node_modules/
-package-lock.json
 
 # ---------------------------
 # BEGIN Whitelisted Files

cookiecutter-templates/cookiecutter-dioptra-deployment/{{cookiecutter.__project_slug}}/scripts/init-frontend.sh

@@ -289,6 +289,7 @@ prepare_build_dir() {
     "public"
     "index.html"
     "package.json"
+    "package-lock.json"
     "tsconfig.json"
     "tsconfig.app.json"
     "tsconfig.node.json"
@@ -351,10 +352,10 @@ copy_dist_to_output() {
 compile_vue_js_frontend() {
   cd "${BUILD_DIR}"
 
-  log_info "Installing node packages using npm install"
+  log_info "Installing node packages using npm ci"
 
-  if ! npm install; then
-    log_error "Installing node modules using npm install failed, exiting..."
+  if ! npm ci; then
+    log_error "Installing node modules using npm ci failed, exiting..."
     exit 1
   fi
 

docker/requirements/linux-amd64-py3.11-mlflow-tracking-requirements.txt

@@ -4,65 +4,69 @@
 #
 #    pip-compile --output-file=venvs/linux-amd64-py3.11-mlflow-tracking-requirements.txt docker/pip-tools/mlflow-tracking-requirements.in
 #
-alembic==1.13.2
+alembic==1.14.0
     # via mlflow
-aniso8601==9.0.1
-    # via graphene
-blinker==1.8.2
+blinker==1.9.0
     # via flask
-boto3==1.34.139
+boto3==1.35.69
     # via -r docker/pip-tools/mlflow-tracking-requirements.in
-botocore==1.34.139
+botocore==1.35.69
     # via
     #   boto3
     #   s3transfer
-cachetools==5.3.3
-    # via mlflow
-certifi==2024.7.4
+cachetools==5.5.0
+    # via
+    #   google-auth
+    #   mlflow-skinny
+certifi==2024.8.30
     # via requests
-charset-normalizer==3.3.2
+charset-normalizer==3.4.0
     # via requests
 click==8.1.7
     # via
     #   flask
-    #   mlflow
-cloudpickle==3.0.0
-    # via mlflow
-contourpy==1.2.1
+    #   mlflow-skinny
+cloudpickle==3.1.0
+    # via mlflow-skinny
+contourpy==1.3.1
     # via matplotlib
 cycler==0.12.1
     # via matplotlib
-deprecated==1.2.14
-    # via opentelemetry-api
+databricks-sdk==0.38.0
+    # via mlflow-skinny
+deprecated==1.2.15
+    # via
+    #   opentelemetry-api
+    #   opentelemetry-semantic-conventions
 docker==7.1.0
     # via mlflow
-entrypoints==0.4
-    # via mlflow
-flask==3.0.3
+flask==3.1.0
     # via mlflow
-fonttools==4.53.1
+fonttools==4.55.0
     # via matplotlib
 gitdb==4.0.11
     # via gitpython
 gitpython==3.1.43
+    # via mlflow-skinny
+google-auth==2.36.0
+    # via databricks-sdk
+graphene==3.4.3
     # via mlflow
-graphene==3.3
-    # via mlflow
-graphql-core==3.2.3
+graphql-core==3.2.5
     # via
     #   graphene
     #   graphql-relay
 graphql-relay==3.2.0
     # via graphene
-greenlet==3.0.3
+greenlet==3.1.1
     # via sqlalchemy
-gunicorn==22.0.0
+gunicorn==23.0.0
     # via mlflow
-idna==3.7
+idna==3.10
     # via requests
-importlib-metadata==7.1.0
+importlib-metadata==8.5.0
     # via
-    #   mlflow
+    #   mlflow-skinny
     #   opentelemetry-api
 itsdangerous==2.2.0
     # via flask
@@ -76,112 +80,118 @@ jmespath==1.0.1
     #   botocore
 joblib==1.4.2
     # via scikit-learn
-kiwisolver==1.4.5
+kiwisolver==1.4.7
     # via matplotlib
-mako==1.3.5
+mako==1.3.6
     # via alembic
-markdown==3.6
+markdown==3.7
     # via mlflow
-markupsafe==2.1.5
+markupsafe==3.0.2
     # via
     #   jinja2
     #   mako
     #   werkzeug
-matplotlib==3.9.1
+matplotlib==3.9.2
     # via mlflow
-mlflow==2.14.2
+mlflow==2.18.0
     # via -r docker/pip-tools/mlflow-tracking-requirements.in
-numpy==1.26.4
+mlflow-skinny==2.18.0
+    # via mlflow
+numpy==2.1.3
     # via
     #   contourpy
     #   matplotlib
     #   mlflow
     #   pandas
-    #   pyarrow
     #   scikit-learn
     #   scipy
-opentelemetry-api==1.25.0
+opentelemetry-api==1.28.2
     # via
-    #   mlflow
+    #   mlflow-skinny
     #   opentelemetry-sdk
     #   opentelemetry-semantic-conventions
-opentelemetry-sdk==1.25.0
-    # via mlflow
-opentelemetry-semantic-conventions==0.46b0
+opentelemetry-sdk==1.28.2
+    # via mlflow-skinny
+opentelemetry-semantic-conventions==0.49b2
     # via opentelemetry-sdk
-packaging==24.1
+packaging==24.2
     # via
     #   gunicorn
     #   matplotlib
-    #   mlflow
-pandas==2.2.2
+    #   mlflow-skinny
+pandas==2.2.3
     # via mlflow
-pillow==10.4.0
+pillow==11.0.0
     # via matplotlib
-protobuf==4.25.3
-    # via mlflow
-psycopg2-binary==2.9.9
+protobuf==5.28.3
+    # via mlflow-skinny
+psycopg2-binary==2.9.10
     # via -r docker/pip-tools/mlflow-tracking-requirements.in
-pyarrow==15.0.2
+pyarrow==18.1.0
     # via mlflow
-pyparsing==3.1.2
+pyasn1==0.6.1
+    # via
+    #   pyasn1-modules
+    #   rsa
+pyasn1-modules==0.4.1
+    # via google-auth
+pyparsing==3.2.0
     # via matplotlib
 python-dateutil==2.9.0.post0
     # via
     #   botocore
+    #   graphene
     #   matplotlib
     #   pandas
-pytz==2024.1
-    # via
-    #   mlflow
-    #   pandas
-pyyaml==6.0.1
-    # via mlflow
-querystring-parser==1.2.4
-    # via mlflow
+pytz==2024.2
+    # via pandas
+pyyaml==6.0.2
+    # via mlflow-skinny
 requests==2.32.3
     # via
+    #   databricks-sdk
     #   docker
-    #   mlflow
-s3transfer==0.10.2
+    #   mlflow-skinny
+rsa==4.9
+    # via google-auth
+s3transfer==0.10.4
     # via boto3
-scikit-learn==1.5.1
+scikit-learn==1.5.2
     # via mlflow
-scipy==1.14.0
+scipy==1.14.1
     # via
     #   mlflow
     #   scikit-learn
-simplejson==3.19.2
+simplejson==3.19.3
     # via -r docker/pip-tools/mlflow-tracking-requirements.in
 six==1.16.0
-    # via
-    #   python-dateutil
-    #   querystring-parser
+    # via python-dateutil
 smmap==5.0.1
     # via gitdb
-sqlalchemy==2.0.31
+sqlalchemy==2.0.36
     # via
     #   alembic
     #   mlflow
-sqlparse==0.5.0
-    # via mlflow
+sqlparse==0.5.2
+    # via mlflow-skinny
 threadpoolctl==3.5.0
     # via scikit-learn
 typing-extensions==4.12.2
     # via
     #   alembic
+    #   graphene
     #   opentelemetry-sdk
     #   sqlalchemy
-tzdata==2024.1
+tzdata==2024.2
     # via pandas
-urllib3==2.2.2
+urllib3==2.2.3
     # via
     #   botocore
     #   docker
     #   requests
-werkzeug==3.0.3
+werkzeug==3.1.3
     # via flask
-wrapt==1.16.0
+wrapt==1.17.0
     # via deprecated
-zipp==3.19.2
+zipp==3.21.0
     # via importlib-metadata