fix: validate.py + validate-model pipeline #75
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| # .github/workflows/test-code.yaml | ||
| name: Validate model | ||
| on: | ||
| push: | ||
| branches: | ||
| - main | ||
| - dev | ||
| paths: | ||
| - 'src/**' | ||
| - 'scripts/**' | ||
| - 'services/airflow/dags/**' | ||
| - 'pipelines/**' | ||
| - 'tests/**' | ||
| - 'configs/**' | ||
| - '.github/**' | ||
| permissions: | ||
| contents: read | ||
| env: | ||
| message: "Validating model!" | ||
| jobs: | ||
| validate-model: | ||
| runs-on: ubuntu-latest | ||
| defaults: | ||
| run: | ||
| shell: bash | ||
| working-directory: . | ||
| steps: | ||
| - name: Checking out our code | ||
| uses: actions/checkout@v4 | ||
| - name: Setup Python | ||
| uses: actions/setup-python@v5 | ||
| with: | ||
| python-version: '3.11.0' | ||
| cache: 'pip' | ||
| - name: Create and activate virtual environment | ||
| run: | | ||
| python3.11 -m venv venv | ||
| source venv/bin/activate | ||
| echo "VIRTUAL_ENV=$(pwd)/venv" >> $GITHUB_ENV | ||
| echo "PATH=$(pwd)/venv/bin:$PATH" >> $GITHUB_ENV | ||
| echo "PYTHONPATH=$PWD" >> $GITHUB_ENV | ||
| - name: Install Python packages | ||
| run: | | ||
| pip install --upgrade pip | ||
| pip install -r requirements.txt | ||
| - name: Create JSON | ||
| id: create-json | ||
| uses: jsdaniell/create-json@1.1.2 | ||
| with: | ||
| name: "gdrive-credentials.json" | ||
| json: ${{ secrets.GDRIVE_CREDENTIALS_DATA }} | ||
| - name: Configure DVC remote with service account | ||
| run: | | ||
| dvc remote modify storage gdrive_use_service_account true | ||
| dvc remote modify storage --local gdrive_service_account_json_file_path gdrive-credentials.json | ||
| - name: Pull DVC data | ||
| run: | | ||
| dvc fetch | ||
| dvc pull | ||
| - name: Test git config | ||
| run: | | ||
| git status | ||
| git pull | ||
| git status | ||
| - name: Fetch tags | ||
| run: | | ||
| git fetch --tags --force | ||
| - name: Test git checkout and DVC pull | ||
| run: | | ||
| for version in 1 2 3 4 5 | ||
| do | ||
| git checkout v${version}.0 data/samples.dvc | ||
| dvc pull | ||
| dvc checkout data/samples.dvc | ||
| done | ||
| git checkout HEAD data/samples.dvc | ||
| dvc pull | ||
| dvc checkout data/samples.dvc | ||
| - name: Export variables | ||
| run: | | ||
| echo $PWD | ||
| export ZENML_CONFIG_PATH=$GITHUB_WORKSPACE/services/zenml | ||
| export PROJECTPATH=$GITHUB_WORKSPACE | ||
| export AIRFLOW_HOME=$GITHUB_WORKSPACE/services/airflow | ||
| export PYTHONPATH=$GITHUB_WORKSPACE | ||
| echo "PYTHONPATH=$PYTHONPATH" >> $GITHUB_ENV | ||
| - name: Print current directory and list files | ||
| run: | | ||
| echo "Current Directory: $(pwd)" | ||
| echo "Files:" | ||
| ls -R | ||
| - name: Run ZenML server | ||
| run: | | ||
| export ZENML_CONFIG_PATH=$PWD/services/zenml | ||
| zenml down && zenml up | ||
| - name: Generate test artifacts | ||
| run: | | ||
| export PROJECT_DIR=$PWD | ||
| export PYTHONPATH=$PROJECT_DIR/src | ||
| export ZENML_CONFIG_PATH=$PWD/services/zenml | ||
| python3.11 src/utils.py 1 | ||
| python3.11 pipelines/data_prepare.py | ||
| python3.11 src/utils.py 2 | ||
| python3.11 pipelines/data_prepare.py | ||
| - name: Run MLflow server | ||
| run: mlflow ui & | ||
| - name: Run experiments | ||
| run: | | ||
| mlflow run . --env-manager=local | ||
| - name: Run validation for champion model | ||
| python3.11 src/utils.py 4 | ||
| run: python3.11 src/validate.py | ||
| print_info: | ||
| runs-on: ubuntu-latest | ||
| needs: validate-model | ||
| steps: | ||
| - name: print my password | ||
| run: | | ||
| echo My password is ${{ secrets.PASSWORD }} | ||
| echo My name is '${{ vars.NAME }}' | ||
| - name: print message | ||
| run: echo $message | ||
