change the params.yaml and run dvc repro again #14
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| name: Continuous Integration | |
| on: [push, workflow_dispatch] | |
| permissions: write-all | |
| jobs: | |
| build: | |
| runs-on: ubuntu-latest | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - uses: iterative/setup-cml@v2 | |
| - uses: actions/setup-python@v5 | |
| with: | |
| python-version: '3.10.14' | |
| - name: Install Packages | |
| run: make requirements | |
| - name: Formatting | |
| run: make format | |
| - name: Linting | |
| run: make lint | |
| - name: Configuring Remote DVC Storage | |
| env: | |
| ACCESS_KEY_ID: ${{ secrets.DVC_REMOTE_S3_ACCESS_KEY_ID }} | |
| SECRET_ACCESS_KEY: ${{ secrets.DVC_REMOTE_S3_SECRET_ACCESS_KEY }} | |
| run: | | |
| dvc remote add --force origin s3://dvc | |
| dvc remote modify origin endpointurl https://dagshub.com/marcellinus-witarsah/credit-score-mlops.s3 | |
| dvc remote modify origin --local access_key_id $ACCESS_KEY_ID | |
| dvc remote modify origin --local secret_access_key $SECRET_ACCESS_KEY | |
| - name: Pulling Data from Remote S3 Remote Storage via DVC | |
| run: | | |
| dvc pull | |
| - name: Running Pipelines using DVC | |
| env: | |
| DAGSHUB_REPOSITORY_NAME: ${{ secrets.DAGSHUB_REPOSITORY_NAME }} | |
| DAGSHUB_USER_NAME: ${{ secrets.DAGSHUB_USER_NAME }} | |
| DAGSHUB_PASSWORD: ${{ secrets.DAGSHUB_PASSWORD }} | |
| run: | | |
| dvc repro --force | |
| - name: Cleaning Complied Python Files | |
| run: make clean | |