Removing redundant lines

Author: DhananJayKumarMV

.github/workflows/model_pipeline.yaml

@@ -58,69 +58,4 @@ jobs:
 
       - name: Notify on failure
         if: failure()
-        run: echo "Unit tests failed"
-
-      # - name: Set up Python
-      #   uses: actions/setup-python@v2
-      #   with:
-      #     python-version: "3.8"
-
-      # - name: Install Dependencies
-      #   run: |
-      #     python -m pip install --upgrade pip
-      #     pip install -r requirements.txt
-
-      # - name: Run Model Training Script
-      #   env:
-      #     GCP_CREDENTIALS: ${{ secrets.GCP_CREDENTIALS }}
-      #   run: |
-      #     python train_model.py
-
-      # - name: Validate Model
-      #   run: |
-      #     python validate_model.py
-
-      # - name: Check Validation Results
-      #   run: |
-      #     ACCURACY=$(jq .accuracy validation_metrics.json)
-      #     if (( $(echo "$ACCURACY < 0.85" | bc -l) )); then
-      #       echo "Model validation failed!"
-      #       exit 1
-      #     fi
-
-      # - name: Run Bias Detection
-      #   run: |
-      #     python detect_bias.py
-
-      # - name: Check Bias Results
-      #   run: |
-      #     BIAS=$(jq .bias_score bias_metrics.json)
-      #     if (( $(echo "$BIAS > 0.2" | bc -l) )); then
-      #       echo "Significant bias detected!"
-      #       exit 1
-      #     fi
-
-      # - name: Push Model to Artifact Registry
-      #   run: |
-      #     gcloud auth activate-service-account --key-file=$GCP_CREDENTIALS
-      #     gsutil cp model.pkl gs://my-model-bucket/models/model-$(date +%Y%m%d%H%M%S).pkl
-
-      # - name: Notify on Slack
-      #   uses: slackapi/slack-github-action@v1.23
-      #   with:
-      #     payload: |
-      #       {
-      #         "channel": "#mlopsgrp10",
-      #         "text": "Model training pipeline completed with status ${{ job.status }}."
-      #       }
-      #   env:
-      #     SLACK_BOT_TOKEN: ${{ secrets.SLACK_BOT_TOKEN }}
-
-      # - name: Compare with Previous Model
-      #   run: |
-      #     python compare_models.py
-
-      # - name: Rollback if New Model is Worse
-      #   if: failure()
-      #   run: |
-      #     gsutil cp gs://my-model-bucket/models/previous_model.pkl model.pkl
+        run: echo "Unit tests failed"