[Snyk] Security upgrade requests from 2.31.0 to 2.32.0 #149
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| # This is a basic workflow to help you get started with Actions | |
| name: ML Workflow | |
| # Controls when the action will run. Triggers the workflow on push or pull request | |
| # events but only for the master branch | |
| on: | |
| push: | |
| branches: [ master ] | |
| pull_request: | |
| branches: [ master ] | |
| # Base workflow: | |
| # workflow_2_0_0_node: workflow|workflow|2.0.0|5594a17a-d1df-4aff-adeb-d5e38eab7e65 | |
| # Workflow w/ feature engineering: | |
| # workflow_2_1_0_node: workflow|workflow|2.0.0|22414c60-a10d-474b-9bf2-824c821ea2d8 | |
| # Workflow w/ feature engineering & responsible AI: | |
| # workflow_2_2_0_node: workflow|workflow|2.0.0|42804cf5-cd45-4a50-ad64-ea0150b9e494 | |
| # Workflow w/ feature engineering & responsible AI & kf_serving: | |
| # workflow_2_3_0_node: workflow|workflow|2.0.0|e9e3b723-a337-4de9-a221-03dfd178a6ad | |
| env: | |
| WORKFLOW_NODE_ID: 'workflow|workflow|2.0.0|e9e3b723-a337-4de9-a221-03dfd178a6ad' | |
| SCHEMAS_GIT_URL: https://github.com/mlspec/mlspeclib-action-samples-schemas.git | |
| SCHEMAS_DIRECTORY: .parameters/schemas | |
| # A workflow run is made up of one or more jobs that can run sequentially or in parallel | |
| jobs: | |
| # This workflow contains a single job called "run_full_workflow" | |
| run_full_workflow: | |
| # The type of runner that the job will run on | |
| runs-on: ubuntu-latest | |
| # Steps represent a sequence of tasks that will be executed as part of the job | |
| steps: | |
| # Checks-out your repository under $GITHUB_WORKSPACE, so your job can access it | |
| - uses: actions/checkout@v2 | |
| # - name: Debugging with tmate | |
| # uses: mxschmitt/action-tmate@v2 | |
| - name: Output all pip packages | |
| id: output_all_pip_packages | |
| run: | | |
| pip freeze > ~/prev_installed_requirements.txt | |
| - name: Cache Pip Installation | |
| uses: actions/cache@v2 | |
| env: | |
| cache-name: cache-python36-pip | |
| with: | |
| path: ~/.local | |
| key: ${{ runner.os }}-build-${{ env.cache-name }}-${{ hashFiles('~/prev_installed_requirements.txt') }} | |
| restore-keys: | | |
| ${{ runner.os }}-build-${{ env.cache-name }}- | |
| ${{ runner.os }}-build- | |
| ${{ runner.os }}- | |
| - name: Setup Environment | |
| id: setup_environment | |
| run: | | |
| python3 -m pip install -U setuptools wheel pip | |
| python3 -m pip install -r requirements.txt | |
| python3 -m pip install flake8 | |
| python3 -m pip install ipython | |
| python3 -m pip install jupyter | |
| python3 -m pip install nbconvert | |
| - name: Lint checked in code files | |
| id: python_linting | |
| run: | | |
| python3 -m flake8 src --count --config=.flake8 --show-source --statistics | |
| - name: Convert Notebook to Script | |
| id: convert_notebook_production_folder_to_script | |
| run: | | |
| python3 -m nbconvert notebooks/production/*.ipynb --config notebooks/nbconvert_config.py | |
| cp notebooks/production/*.py src/train | |
| cp notebooks/production/*.json data/raw | |
| cp notebooks/production/*.hdf5 data/raw | |
| - name: Run Unit Tests | |
| id: python_unit_tests | |
| run: | | |
| python3 -m unittest discover -s src -p 'test_*.py' | |
| - name: MLSpec Action - Process Data | |
| id: process_data | |
| uses: mlspec/[email protected] | |
| with: | |
| METASTORE_CREDENTIALS: ${{ secrets.METASTORE_CREDENTIALS_PROD }} | |
| SCHEMAS_DIRECTORY: '${{ env.SCHEMAS_DIRECTORY }}' | |
| SCHEMAS_GIT_URL: '${{ env.SCHEMAS_GIT_URL }}' | |
| WORKFLOW_NODE_ID: '${{ env.WORKFLOW_NODE_ID }}' | |
| STEP_NAME: process_data | |
| NEXT_STEP_NAME: train | |
| INPUT_PARAMETERS_FILE_PATH: ${{ github.workspace }}/.parameters/process_data/input.yaml | |
| EXECUTION_PARAMETERS_FILE_PATH: ${{ github.workspace }}/.parameters/process_data/execution.yaml | |
| EXECUTION_FILE: ${{ github.workspace }}/src/process_data/process_data.py | |
| - name: MLSpec Action - Feature Engineering | |
| id: feature_engineering | |
| uses: mlspec/[email protected] | |
| with: | |
| METASTORE_CREDENTIALS: ${{ secrets.METASTORE_CREDENTIALS_PROD }} | |
| SCHEMAS_DIRECTORY: '${{ env.SCHEMAS_DIRECTORY }}' | |
| SCHEMAS_GIT_URL: '${{ env.SCHEMAS_GIT_URL }}' | |
| WORKFLOW_NODE_ID: '${{ env.WORKFLOW_NODE_ID }}' | |
| STEP_NAME: feature_engineering | |
| PREVIOUS_STEP_NAME: process_data | |
| NEXT_STEP_NAME: train | |
| INPUT_PARAMETERS_BASE64: ${{ steps.process_data.outputs.output_base64_encoded }} | |
| EXECUTION_PARAMETERS_FILE_PATH: ${{ github.workspace }}/.parameters/feature_engineering/execution.yaml | |
| EXECUTION_FILE: ${{ github.workspace }}/src/feature_engineering/feature_engineering.py | |
| - name: MLSpec Action - Train | |
| id: train | |
| uses: mlspec/[email protected] | |
| with: | |
| METASTORE_CREDENTIALS: ${{ secrets.METASTORE_CREDENTIALS_PROD }} | |
| SCHEMAS_DIRECTORY: '${{ env.SCHEMAS_DIRECTORY }}' | |
| SCHEMAS_GIT_URL: '${{ env.SCHEMAS_GIT_URL }}' | |
| WORKFLOW_NODE_ID: '${{ env.WORKFLOW_NODE_ID }}' | |
| STEP_NAME: train | |
| PREVIOUS_STEP_NAME: feature_engineering | |
| NEXT_STEP_NAME: package | |
| INPUT_PARAMETERS_BASE64: ${{ steps.feature_engineering.outputs.output_base64_encoded }} | |
| EXECUTION_PARAMETERS_FILE_PATH: ${{ github.workspace }}/.parameters/train/execution.yaml | |
| EXECUTION_FILE: ${{ github.workspace }}/src/train/train.py | |
| - name: MLSpec Action - Package | |
| id: package | |
| uses: mlspec/[email protected] | |
| with: | |
| METASTORE_CREDENTIALS: ${{ secrets.METASTORE_CREDENTIALS_PROD }} | |
| SCHEMAS_DIRECTORY: '${{ env.SCHEMAS_DIRECTORY }}' | |
| SCHEMAS_GIT_URL: '${{ env.SCHEMAS_GIT_URL }}' | |
| WORKFLOW_NODE_ID: '${{ env.WORKFLOW_NODE_ID }}' | |
| STEP_NAME: package | |
| PREVIOUS_STEP_NAME: train | |
| INPUT_PARAMETERS_BASE64: ${{ steps.train.outputs.output_base64_encoded }} | |
| EXECUTION_PARAMETERS_FILE_PATH: ${{ github.workspace }}/.parameters/package/execution.yaml | |
| EXECUTION_FILE: ${{ github.workspace }}/src/package/package.py | |
| - name: MLSpec Action - Serve | |
| id: Serve | |
| uses: mlspec/[email protected] | |
| with: | |
| METASTORE_CREDENTIALS: ${{ secrets.METASTORE_CREDENTIALS_PROD }} | |
| SCHEMAS_DIRECTORY: '${{ env.SCHEMAS_DIRECTORY }}' | |
| SCHEMAS_GIT_URL: '${{ env.SCHEMAS_GIT_URL }}' | |
| WORKFLOW_NODE_ID: '${{ env.WORKFLOW_NODE_ID }}' | |
| STEP_NAME: serve | |
| PREVIOUS_STEP_NAME: package | |
| INPUT_PARAMETERS_BASE64: ${{ steps.package.outputs.output_base64_encoded }} | |
| EXECUTION_PARAMETERS_FILE_PATH: ${{ github.workspace }}/.parameters/serve/execution.yaml | |
| EXECUTION_FILE: ${{ github.workspace }}/src/serve/serve.py |