training: Updated Validator Fundamentals courses

.github/actions/demo-notebook/action.yml

@@ -1,14 +1,25 @@
 name: Execute demo notebooks
-description: Installs python3, validmind, checks dependencies then executes ONLY the Intro for Model Developers notebook with development heap tracking
+description: Installs python3, validmind, checks dependencies then executes ONLY the training notebook series with development heap tracking
 
 inputs:
-  env_file:
-    description: "Load the created .env file"
+  dev_env:
+    description: "Load the created dev.env file"
+    required: true
+  valid_env:
+    description: "Load the created valid.env file"
     required: true
 
 runs:
   using: "composite"
   steps:
+    - name: Cache pip dependencies
+      uses: actions/cache@v4
+      with:
+        path: ~/.cache/pip
+        key: python-pip-${{ runner.os }}-${{ hashFiles('.github/actions/demo-notebook/action.yml') }}
+        restore-keys: |
+          python-pip-${{ runner.os }}-
+
     - name: Install python3 for Jupyter Notebooks
       shell: bash
       run: |
@@ -29,23 +40,46 @@ runs:
       run: |
         python -m ipykernel install --user --name validmind --display-name "ValidMind Library"
 
-    - name: Ensure .env file is available
+    - name: Ensure dev.env file is available
       shell: bash
-      id: find_env
+      id: find_dev_env
       run: |
-        if [ ! -f "${{ inputs.env_file }}" ]; then
-          echo "Error: .env file not found at ${{ inputs.env_file }}"
+        if [ ! -f "${{ inputs.dev_env }}" ]; then
+          echo "Error: dev.env file not found at ${{ inputs.dev_env }}"
           exit 1
         fi
 
     - name: Execute ONLY the ValidMind for model development series with heap development
       shell: bash
-      if: ${{ steps.find_env.outcome == 'success' }}
+      if: ${{ steps.find_dev_env.outcome == 'success' }}
       run: |
           cd site
-          source ../${{ inputs.env_file }}
+          cp ../${{ inputs.dev_env }} ../.env
+          source ../.env
           quarto render --profile exe-demo notebooks/EXECUTED/model_development &> render_errors.log || {
-          echo "Execute for ValidMind for model development series failed";
-          cat render_errors.log;
-          exit 1;
+            echo "Execute for ValidMind for model development series failed";
+            cat render_errors.log;
+            exit 1;
+          }
+
+    - name: Ensure valid.env file is available
+      shell: bash
+      id: find_valid_env
+      run: |
+        if [ ! -f "${{ inputs.valid_env }}" ]; then
+          echo "Error: valid.env file not found at ${{ inputs.valid_env }}"
+          exit 1
+        fi
+
+    - name: Execute ONLY the ValidMind for model validation series with heap development
+      shell: bash
+      if: ${{ steps.find_valid_env.outcome == 'success' }}
+      run: |
+          cd site
+          cp ../${{ inputs.valid_env }} ../.env
+          source ../.env
+          quarto render --profile exe-demo notebooks/EXECUTED/model_validation &> render_errors.log || {
+            echo "Execute for ValidMind for model validation series failed";
+            cat render_errors.log;
+            exit 1;
           }

.github/actions/prod-notebook/action.yml

@@ -1,14 +1,25 @@
-name: Execute prod notebooks
-description: Installs python3, validmind, checks dependencies then executes ONLY the Intro for Model Developers notebook with production heap tracking
+name: Execute production notebooks
+description: Installs python3, validmind, checks dependencies then executes ONLY the training notebook series with production heap tracking
 
 inputs:
-  env_file:
-    description: "Load the created .env file"
+  dev_env:
+    description: "Load the created dev.env file"
+    required: true
+  valid_env:
+    description: "Load the created valid.env file"
     required: true
 
 runs:
   using: "composite"
   steps:
+    - name: Cache pip dependencies
+      uses: actions/cache@v4
+      with:
+        path: ~/.cache/pip
+        key: python-pip-${{ runner.os }}-${{ hashFiles('.github/actions/prod-notebook/action.yml') }}
+        restore-keys: |
+          python-pip-${{ runner.os }}-
+
     - name: Install python3 for Jupyter Notebooks
       shell: bash
       run: |
@@ -29,23 +40,46 @@ runs:
       run: |
         python -m ipykernel install --user --name validmind --display-name "ValidMind Library"
 
-    - name: Ensure .env file is available
+    - name: Ensure dev.env file is available
       shell: bash
-      id: find_env
+      id: find_dev_env
       run: |
-        if [ ! -f "${{ inputs.env_file }}" ]; then
-          echo "Error: .env file not found at ${{ inputs.env_file }}"
+        if [ ! -f "${{ inputs.dev_env }}" ]; then
+          echo "Error: dev.env file not found at ${{ inputs.dev_env }}"
           exit 1
         fi
 
     - name: Execute ONLY the ValidMind for model development series with heap production
       shell: bash
-      if: ${{ steps.find_env.outcome == 'success' }}
+      if: ${{ steps.find_dev_env.outcome == 'success' }}
       run: |
           cd site
-          source ../${{ inputs.env_file }}
+          cp ../${{ inputs.dev_env }} ../.env
+          source ../.env
           quarto render --profile exe-prod notebooks/EXECUTED/model_development &> render_errors.log || {
-          echo "Execute for ValidMind for model development series failed";
-          cat render_errors.log;
-          exit 1;
-          }
+            echo "Execute for ValidMind for model development series failed";
+            cat render_errors.log;
+            exit 1;
+          }
+
+    - name: Ensure valid.env file is available
+      shell: bash
+      id: find_valid_env
+      run: |
+        if [ ! -f "${{ inputs.valid_env }}" ]; then
+          echo "Error: valid.env file not found at ${{ inputs.valid_env }}"
+          exit 1
+        fi
+
+    - name: Execute ONLY the ValidMind for model validation series with heap production
+      shell: bash
+      if: ${{ steps.find_valid_env.outcome == 'success' }}
+      run: |
+          cd site
+          cp ../${{ inputs.valid_env }} ../.env
+          source ../.env
+          quarto render --profile exe-prod notebooks/EXECUTED/model_validation &> render_errors.log || {
+            echo "Execute for ValidMind for model validation series failed";
+            cat render_errors.log;
+            exit 1;
+          }

.github/actions/staging-notebook/action.yml

@@ -1,14 +1,25 @@
 name: Execute staging notebooks
-description: Installs python3, validmind, checks dependencies then executes ONLY the Intro for Model Developers notebook with staging heap tracking
+description: Installs python3, validmind, checks dependencies then executes ONLY the training notebook series with staging heap tracking
 
 inputs:
-  env_file:
-    description: "Load the created .env file"
+  dev_env:
+    description: "Load the created dev.env file"
+    required: true
+  valid_env:
+    description: "Load the created valid.env file"
     required: true
 
 runs:
   using: "composite"
   steps:
+    - name: Cache pip dependencies
+      uses: actions/cache@v4
+      with:
+        path: ~/.cache/pip
+        key: python-pip-${{ runner.os }}-${{ hashFiles('.github/actions/staging-notebook/action.yml') }}
+        restore-keys: |
+          python-pip-${{ runner.os }}-
+
     - name: Install python3 for Jupyter Notebooks
       shell: bash
       run: |
@@ -29,23 +40,46 @@ runs:
       run: |
         python -m ipykernel install --user --name validmind --display-name "ValidMind Library"
 
-    - name: Ensure .env file is available
+    - name: Ensure dev.env file is available
       shell: bash
-      id: find_env
+      id: find_dev_env
       run: |
-        if [ ! -f "${{ inputs.env_file }}" ]; then
-          echo "Error: .env file not found at ${{ inputs.env_file }}"
+        if [ ! -f "${{ inputs.dev_env }}" ]; then
+          echo "Error: dev.env file not found at ${{ inputs.dev_env }}"
           exit 1
         fi
 
     - name: Execute ONLY the ValidMind for model development series with heap staging
       shell: bash
-      if: ${{ steps.find_env.outcome == 'success' }}
+      if: ${{ steps.find_dev_env.outcome == 'success' }}
       run: |
           cd site
-          source ../${{ inputs.env_file }}
+          cp ../${{ inputs.dev_env }} ../.env
+          source ../.env
           quarto render --profile exe-staging notebooks/EXECUTED/model_development &> render_errors.log || {
-          echo "Execute for iValidMind for model development series failed";
-          cat render_errors.log;
-          exit 1;
-          }
+            echo "Execute for ValidMind for model development series failed";
+            cat render_errors.log;
+            exit 1;
+          }
+
+    - name: Ensure valid.env file is available
+      shell: bash
+      id: find_valid_env
+      run: |
+        if [ ! -f "${{ inputs.valid_env }}" ]; then
+          echo "Error: valid.env file not found at ${{ inputs.valid_env }}"
+          exit 1
+        fi
+
+    - name: Execute ONLY the ValidMind for model validation series with heap staging
+      shell: bash
+      if: ${{ steps.find_valid_env.outcome == 'success' }}
+      run: |
+          cd site
+          cp ../${{ inputs.valid_env }} ../.env
+          source ../.env
+          quarto render --profile exe-staging notebooks/EXECUTED/model_validation &> render_errors.log || {
+            echo "Execute for ValidMind for model validation series failed";
+            cat render_errors.log;
+            exit 1;
+          }

.github/workflows/deploy-docs-prod.yaml

@@ -48,23 +48,38 @@ jobs:
             exit 1;
             }
 
-      - name: Create .env file
-        id: create_env
+      # If yes then create the dev.env file for use in execution step
+      - name: Create dev.env file
+        if: steps.filter.outputs.notebooks == 'true'
+        id: create_dev_env
         run: |
-          touch .env
-          echo VM_API_HOST=${{ secrets.PLATFORM_API_HOST }} >> .env
-          echo VM_API_KEY=${{ secrets.PLATFORM_API_KEY }} >> .env
-          echo VM_API_SECRET=${{ secrets.PLATFORM_API_SECRET }} >> .env
-          echo VM_API_MODEL=${{ secrets.PLATFORM_DEV_MODEL }} >> .env
-          cat .env
+          touch dev.env
+          echo VM_API_HOST=${{ secrets.PLATFORM_API_HOST }} >> dev.env
+          echo VM_API_KEY=${{ secrets.PLATFORM_API_KEY }} >> dev.env
+          echo VM_API_SECRET=${{ secrets.PLATFORM_API_SECRET }} >> dev.env
+          echo VM_API_MODEL=${{ secrets.PLATFORM_DEV_MODEL }} >> dev.env
+          cat dev.env
 
-      # Only execute the prod notebook if .env file is created
-      - name: Execute prod ValidMind for model development series
-        if: ${{ steps.create_env.outcome == 'success' }}
+      # If yes then create the valid.env file for use in execution step
+      - name: Create valid.env file
+        if: steps.filter.outputs.notebooks == 'true'
+        id: create_valid_env
+        run: |
+          touch valid.env
+          echo VM_API_HOST=${{ secrets.PLATFORM_API_HOST }} >> valid.env
+          echo VM_API_KEY=${{ secrets.PLATFORM_API_KEY }} >> valid.env
+          echo VM_API_SECRET=${{ secrets.PLATFORM_API_SECRET }} >> valid.env
+          echo VM_API_MODEL=${{ secrets.PLATFORM_VALID_MODEL }} >> valid.env
+          cat valid.env
+
+      # Only execute the production notebooks for training if .env files are created
+      - name: Execute production ValidMind for model development and validation series
+        if: ${{ steps.create_dev_env.outcome == 'success' && steps.create_valid_env.outcome == 'success' }}
         uses: ./.github/actions/prod-notebook
         id: execute-prod-notebook
         with:
-          env_file: .env
+          dev_env: dev.env
+          valid_env: valid.env
 
       # Prod bucket is in us-east-1
       - name: Configure AWS credentials

.github/workflows/deploy-docs-staging.yaml

@@ -38,23 +38,38 @@ jobs:
             exit 1;
             }
 
-      - name: Create .env file
-        id: create_env
+      # If yes then create the dev.env file for use in execution step
+      - name: Create dev.env file
+        if: steps.filter.outputs.notebooks == 'true'
+        id: create_dev_env
         run: |
-          touch .env
-          echo VM_API_HOST=${{ secrets.PLATFORM_API_HOST }} >> .env
-          echo VM_API_KEY=${{ secrets.PLATFORM_API_KEY }} >> .env
-          echo VM_API_SECRET=${{ secrets.PLATFORM_API_SECRET }} >> .env
-          echo VM_API_MODEL=${{ secrets.PLATFORM_DEV_MODEL }} >> .env
-          cat .env
+          touch dev.env
+          echo VM_API_HOST=${{ secrets.PLATFORM_API_HOST }} >> dev.env
+          echo VM_API_KEY=${{ secrets.PLATFORM_API_KEY }} >> dev.env
+          echo VM_API_SECRET=${{ secrets.PLATFORM_API_SECRET }} >> dev.env
+          echo VM_API_MODEL=${{ secrets.PLATFORM_DEV_MODEL }} >> dev.env
+          cat dev.env
 
-      # Only execute the staging notebook if .env file is created
-      - name: Execute staging ValidMind for model development series
-        if: ${{ steps.create_env.outcome == 'success' }}
+      # If yes then create the valid.env file for use in execution step
+      - name: Create valid.env file
+        if: steps.filter.outputs.notebooks == 'true'
+        id: create_valid_env
+        run: |
+          touch valid.env
+          echo VM_API_HOST=${{ secrets.PLATFORM_API_HOST }} >> valid.env
+          echo VM_API_KEY=${{ secrets.PLATFORM_API_KEY }} >> valid.env
+          echo VM_API_SECRET=${{ secrets.PLATFORM_API_SECRET }} >> valid.env
+          echo VM_API_MODEL=${{ secrets.PLATFORM_VALID_MODEL }} >> valid.env
+          cat valid.env
+
+      # Only execute the staging notebooks for training if .env files are created
+      - name: Execute staging ValidMind for model development and validation series
+        if: ${{ steps.create_dev_env.outcome == 'success' && steps.create_valid_env.outcome == 'success' }}
         uses: ./.github/actions/staging-notebook
         id: execute-staging-notebook
         with:
-          env_file: .env
+          dev_env: dev.env
+          valid_env: valid.env
 
       # Staging bucket is in us-west-2
       - name: Configure AWS credentials