Final Version #146
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| name: CI-Tests | |
| on: | |
| push: | |
| branches: | |
| - main | |
| - develop | |
| pull_request: | |
| branches: | |
| - main | |
| - develop | |
| paths: | |
| # - './**' | |
| - './terraform/**' | |
| - './integration_tests/**' | |
| env: | |
| AWS_DEFAULT_REGION: 'eu-central-1' | |
| AWS_ACCESS_KEY_ID: ${{ secrets.AWS_ACCESS_KEY_ID }} | |
| AWS_SECRET_ACCESS_KEY: ${{ secrets.AWS_SECRET_ACCESS_KEY }} | |
| ACTIONS_STEP_DEBUG: true | |
| DATA_PATH: data/data.csv | |
| BASE_DIR: /home/runner/work/mlops-car-prices/mlops-car-prices | |
| TEST_DATA_PATH: data/test_sample.csv | |
| jobs: | |
| test: | |
| runs-on: ubuntu-latest | |
| steps: | |
| - name: Checkout repository | |
| uses: actions/checkout@v2 | |
| - name: Set BASE_DIR environment variable | |
| run: echo "BASE_DIR=/home/runner/work/mlops-car-prices/mlops-car-prices" >> $GITHUB_ENV | |
| - name: Debug Environment Variables | |
| run: | | |
| echo "BASE_DIR: $BASE_DIR" | |
| echo "DATA_PATH: $DATA_PATH" | |
| echo "TEST_DATA_PATH: $TEST_DATA_PATH" | |
| - name: Set up Python 3.9 | |
| uses: actions/setup-python@v2 | |
| with: | |
| python-version: 3.9 | |
| - name: Install dependencies | |
| working-directory: ./ | |
| run: | | |
| python -m pip install --upgrade pip | |
| pip install -r requirements.txt | |
| - name: Run Unit tests | |
| working-directory: ./ | |
| run: pytest -vv -s ./tests/ | |
| # - name: Lint | |
| # working-directory: ./ | |
| # run: pylint --verbose --recursive=y . | |
| - name: Configure AWS Credentials | |
| uses: aws-actions/configure-aws-credentials@v1 | |
| with: | |
| aws-access-key-id: ${{ env.AWS_ACCESS_KEY_ID }} | |
| aws-secret-access-key: ${{ env.AWS_SECRET_ACCESS_KEY }} | |
| aws-region: ${{ env.AWS_DEFAULT_REGION }} | |
| - name: Integration Test | |
| working-directory: 'integration_tests' | |
| env: | |
| AWS_ACCESS_KEY_ID: ${{ secrets.AWS_ACCESS_KEY_ID }} | |
| AWS_SECRET_ACCESS_KEY: ${{ secrets.AWS_SECRET_ACCESS_KEY }} | |
| AWS_DEFAULT_REGION: ${{ env.AWS_DEFAULT_REGION }} | |
| RUN_ID: aa806b4bc4044777a0a25d5b8a24d7d5 | |
| BUCKET_NAME: mlflow-tracking-remote | |
| EXPERIMENT_ID: 29 | |
| TEST_DATA_PATH: data/test_sample.csv | |
| run: | | |
| . run.sh | |
| tf-plan: | |
| runs-on: ubuntu-latest | |
| steps: | |
| - uses: actions/checkout@v2 | |
| - name: Set BASE_DIR environment variable | |
| run: echo "BASE_DIR=${{ github.workspace }}" >> $GITHUB_ENV | |
| - name: Debug Environment Variables | |
| run: | | |
| echo "BASE_DIR: $BASE_DIR" | |
| echo "DATA_PATH: $DATA_PATH" | |
| - name: Debug Terraform Directory | |
| run: | | |
| ls -l ./terraform | |
| - name: Configure AWS Credentials | |
| uses: aws-actions/configure-aws-credentials@v1 | |
| with: | |
| aws-access-key-id: ${{ env.AWS_ACCESS_KEY_ID }} | |
| aws-secret-access-key: ${{ env.AWS_SECRET_ACCESS_KEY }} | |
| aws-region: ${{ env.AWS_DEFAULT_REGION }} | |
| - name: Set up Terraform | |
| uses: hashicorp/setup-terraform@v1 | |
| - name: TF plan | |
| working-directory: 'terraform' | |
| run: | | |
| terraform init -backend-config="key=mlops-zoomcamp-prod.tfstate" --reconfigure | |
| terraform plan -var-file=vars/prod.tfvars |