.github/workflows/main.yml

@@ -1,71 +0,0 @@
-name: GitHub Workflow
-
-on:
-  workflow_dispatch:
-    inputs:
-      epochs:
-        description: 'Number of epochs'
-        required: true
-        default: '10'
-
-jobs:
-  build-and-train:
-    runs-on: ubuntu-latest
-    steps:
-      - name: Checkout code
-        uses: actions/checkout@v2
-
-      - name: Set up Docker Buildx
-        uses: docker/setup-buildx-action@v1
-
-      - name: Login to DockerHub
-        uses: docker/login-action@v1 
-        with:
-          username: ${{ secrets.DOCKERHUB_USERNAME }}
-          password: ${{ secrets.DOCKERHUB_TOKEN }}
-
-      - name: Build and push
-        uses: docker/build-push-action@v2
-        with:
-          context: .
-          push: true
-          tags: ${{ secrets.DOCKERHUB_USERNAME }}/training-model:latest
-
-      - name: Run training
-        run: docker run ${{ secrets.DOCKERHUB_USERNAME }}/training-model:latest python3 ../../train.py --epochs ${{ github.event.inputs.epochs }}
-
-  evaluate:
-    needs: build-and-train
-    runs-on: ubuntu-latest
-    steps:
-      - name: Checkout code
-        uses: actions/checkout@v2
-
-      - name: Set up Python
-        uses: actions/setup-python@v2
-        with:
-          python-version: '3.x'
-
-      - name: Install dependencies
-        run: |
-          python -m pip install --upgrade pip
-          pip install pandas numpy tensorflow scikit-learn matplotlib
-
-      - name: Run evaluation
-        run: python ../../evaluate.py
-
-  archive:
-    needs: evaluate
-    runs-on: ubuntu-latest
-    steps:
-      - name: Checkout code
-        uses: actions/checkout@v2
-
-      - name: Archive model
-        run: tar -czvf ../../model.tar.gz ../../model.h5
-
-      - name: Upload model
-        uses: actions/upload-artifact@v2
-        with:
-          name: model
-          path: ../../model.tar.gz

JenkinsfileDVC

@@ -62,7 +62,7 @@ pipeline {
 
         stage('Run DVC Pipeline') {
             steps {
-                sh 'PATH=$PATH:~/.local/bin/ dvc reproduce'
+                sh 'PATH=$PATH:~/.local/bin/ dvc repro'
             }
         }