Update cml.yaml

.github/workflows/cml.yaml

@@ -1,13 +1,13 @@
 name: model-training
 on: [push]
 jobs:
-  run:
+  setup-and-train:
     runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v3
       - uses: actions/setup-python@v4
       - uses: iterative/setup-cml@v1
-      
+
       - name: Set up Python environment
         run: |
           python -m venv venv
@@ -20,7 +20,18 @@ jobs:
           source venv/bin/activate
           python Streamlit/train.py
 
-      # Improve this .md
+  report-and-commit:
+    runs-on: ubuntu-latest
+    needs: setup-and-train
+    steps:
+      - uses: actions/checkout@v3
+      - name: Set up Python environment for report
+        run: |
+          python -m venv venv
+          source venv/bin/activate
+          pip install --upgrade pip
+          pip install -r Streamlit/requirements.txt
+
       - name: Create report.md
         run: |
           cat "Streamlit/Training Report/results.txt" > "Streamlit/Training Report/report.md"
@@ -42,3 +53,50 @@ jobs:
         run: |
           source venv/bin/activate
           cml comment create "Streamlit/Training Report/report.md" --token ${{ secrets.GITHUB_TOKEN }}
+
+
+
+# name: model-training
+# on: [push]
+# jobs:
+#   run:
+#     runs-on: ubuntu-latest
+#     steps:
+#       - uses: actions/checkout@v3
+#       - uses: actions/setup-python@v4
+#       - uses: iterative/setup-cml@v1
+
+#       - name: Set up Python environment
+#         run: |
+#           python -m venv venv
+#           source venv/bin/activate
+#           pip install --upgrade pip
+#           pip install -r Streamlit/requirements.txt
+
+#       - name: Train model
+#         run: |
+#           source venv/bin/activate
+#           python Streamlit/train.py
+
+#       # Improve this .md
+#       - name: Create report.md
+#         run: |
+#           cat "Streamlit/Training Report/results.txt" > "Streamlit/Training Report/report.md"
+#           echo "![](residuals.png)" >> "Streamlit/Training Report/report.md"
+
+#       - name: Commit results and report
+#         run: |
+#           git config --global user.name "github-actions[bot]"
+#           git config --global user.email "github-actions[bot]@users.noreply.github.com"
+#           git add "Streamlit/Training Report/results.txt"
+#           git add "Streamlit/Training Report/report.md"
+#           git add "Streamlit/Training Report/residuals.png"
+#           git commit -m "Add model results and report"
+#           git push
+
+#       - name: Create CML Report
+#         env:
+#           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+#         run: |
+#           source venv/bin/activate
+#           cml comment create "Streamlit/Training Report/report.md" --token ${{ secrets.GITHUB_TOKEN }}