Add image transformer #7647
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| name: Build | |
| on: | |
| push: | |
| branches: | |
| - master | |
| pull_request: | |
| env: | |
| FLYTE_SDK_LOGGING_LEVEL: 10 # debug | |
| jobs: | |
| build: | |
| runs-on: ${{ matrix.os }} | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| os: [ubuntu-latest, windows-latest, macos-latest] | |
| python-version: ["3.8", "3.11"] | |
| steps: | |
| - uses: actions/checkout@v2 | |
| - name: Set up Python ${{ matrix.python-version }} | |
| uses: actions/setup-python@v2 | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| - name: Cache pip | |
| uses: actions/cache@v2 | |
| with: | |
| # This path is specific to Ubuntu | |
| path: ~/.cache/pip | |
| # Look to see if there is a cache hit for the corresponding requirements files | |
| key: ${{ format('{0}-pip-{1}', runner.os, hashFiles('dev-requirements.in', 'requirements.in')) }} | |
| - name: Install dependencies | |
| run: | | |
| make setup && pip freeze | |
| - name: Test with coverage | |
| run: | | |
| make unit_test_codecov | |
| - name: Codecov | |
| uses: codecov/[email protected] | |
| with: | |
| fail_ci_if_error: false | |
| build-integration: | |
| runs-on: ${{ matrix.os }} | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| os: [ubuntu-latest] | |
| # python 3.11 has intermittent issues with the docker build + push step | |
| # https://github.com/flyteorg/flytekit/actions/runs/5800978835/job/15724237979?pr=1579 | |
| python-version: ["3.8", "3.11"] | |
| steps: | |
| - uses: insightsengineering/disk-space-reclaimer@v1 | |
| - uses: actions/checkout@v2 | |
| - name: Set up Python ${{ matrix.python-version }} | |
| uses: actions/setup-python@v2 | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| - name: Cache pip | |
| uses: actions/cache@v2 | |
| with: | |
| # This path is specific to Ubuntu | |
| path: ~/.cache/pip | |
| # Look to see if there is a cache hit for the corresponding requirements files | |
| key: ${{ format('{0}-pip-{1}', runner.os, hashFiles('dev-requirements.in', 'requirements.in')) }} | |
| - name: Install dependencies | |
| run: make setup && pip freeze | |
| - name: Install FlyteCTL | |
| uses: unionai-oss/flytectl-setup-action@master | |
| - name: Setup Flyte Sandbox | |
| run: | | |
| flytectl demo start | |
| flytectl config init | |
| - name: Build and push to local registry | |
| run: | | |
| docker build . -f Dockerfile.dev -t localhost:30000/flytekit:dev --build-arg PYTHON_VERSION=${{ matrix.python-version }} | |
| - name: Integration Test with coverage | |
| env: | |
| FLYTEKIT_IMAGE: localhost:30000/flytekit:dev | |
| FLYTEKIT_CI: 1 | |
| run: make integration_test_codecov | |
| - name: Codecov | |
| uses: codecov/[email protected] | |
| with: | |
| fail_ci_if_error: false | |
| build-plugins: | |
| needs: build | |
| runs-on: ubuntu-latest | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| python-version: ["3.8", "3.11"] | |
| plugin-names: | |
| # Please maintain an alphabetical order in the following list | |
| - flytekit-airflow | |
| - flytekit-aws-athena | |
| - flytekit-aws-batch | |
| - flytekit-aws-sagemaker | |
| - flytekit-bigquery | |
| - flytekit-dask | |
| - flytekit-data-fsspec | |
| - flytekit-dbt | |
| - flytekit-deck-standard | |
| - flytekit-dolt | |
| - flytekit-duckdb | |
| - flytekit-envd | |
| - flytekit-greatexpectations | |
| - flytekit-hive | |
| - flytekit-huggingface | |
| - flytekit-k8s-pod | |
| - flytekit-kf-mpi | |
| - flytekit-kf-pytorch | |
| - flytekit-kf-tensorflow | |
| - flytekit-mlflow | |
| - flytekit-modin | |
| - flytekit-onnx-pytorch | |
| - flytekit-onnx-scikitlearn | |
| # onnx-tensorflow needs a version of tensorflow that does not work with protobuf>4. | |
| # The issue is being tracked on the tensorflow side in https://github.com/tensorflow/tensorflow/issues/53234#issuecomment-1330111693 | |
| # flytekit-onnx-tensorflow | |
| - flytekit-pandera | |
| - flytekit-papermill | |
| - flytekit-polars | |
| - flytekit-ray | |
| - flytekit-snowflake | |
| - flytekit-spark | |
| - flytekit-sqlalchemy | |
| - flytekit-vaex | |
| - flytekit-whylogs | |
| exclude: | |
| # flytekit-modin depends on ray which does not have a 3.11 wheel yet. | |
| # Issue tracked in https://github.com/ray-project/ray/issues/27881 | |
| - python-version: 3.11 | |
| plugin-names: "flytekit-modin" | |
| - python-version: 3.11 | |
| plugin-names: "flytekit-ray" | |
| # Great-expectations does not support python 3.11 due to sqlachemy>=2.0.0 | |
| # not being supported yet: | |
| # https://github.com/great-expectations/great_expectations/issues/7020 | |
| - python-version: 3.11 | |
| plugin-names: "flytekit-greatexpectations" | |
| # onnxruntime does not support python 3.10 yet | |
| # https://github.com/microsoft/onnxruntime/issues/9782 | |
| - python-version: 3.11 | |
| plugin-names: "flytekit-onnx-pytorch" | |
| - python-version: 3.11 | |
| plugin-names: "flytekit-onnx-scikitlearn" | |
| - python-version: 3.11 | |
| plugin-names: "flytekit-onnx-tensorflow" | |
| # numba, a dependency of mlflow, doesn't support python 3.11 | |
| # https://github.com/numba/numba/issues/8304 | |
| - python-version: 3.11 | |
| plugin-names: "flytekit-mlflow" | |
| # pyspark 3.4.0 will support python 3.11, which isn't available yet | |
| # Issue tracked in: https://github.com/apache/spark/pull/38987 | |
| - python-version: 3.11 | |
| plugin-names: "flytekit-spark" | |
| # vaex currently doesn't support python 3.11 | |
| - python-version: 3.11 | |
| plugin-names: "flytekit-vaex" | |
| # whylogs does support python 3.11 dataclass restrictions | |
| # See: https://github.com/flyteorg/flytekit/actions/runs/4493746408/jobs/7905368664 | |
| - python-version: 3.11 | |
| plugin-names: "flytekit-whylogs" | |
| steps: | |
| - uses: actions/checkout@v2 | |
| - name: Set up Python ${{ matrix.python-version }} | |
| uses: actions/setup-python@v2 | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| - name: Cache pip | |
| uses: actions/cache@v2 | |
| with: | |
| # This path is specific to Ubuntu | |
| path: ~/.cache/pip | |
| # Look to see if there is a cache hit for the corresponding requirements files | |
| key: ${{ format('{0}-pip-{1}', runner.os, hashFiles('dev-requirements.txt', format('plugins/{0}/requirements.txt', matrix.plugin-names ))) }} | |
| - name: Install dependencies | |
| run: | | |
| make setup | |
| cd plugins/${{ matrix.plugin-names }} | |
| pip install -r requirements.txt | |
| if [ -f dev-requirements.txt ]; then pip install -r dev-requirements.txt; fi | |
| pip install -U https://github.com/flyteorg/flytekit/archive/${{ github.sha }}.zip#egg=flytekit | |
| pip freeze | |
| - name: Test with coverage | |
| run: | | |
| cd plugins/${{ matrix.plugin-names }} | |
| # onnx plugins does not support protobuf>4 yet (in fact it is tensorflow that | |
| # does not support that yet). More details in https://github.com/onnx/onnx/issues/4239. | |
| if [[ ${{ matrix.plugin-names }} == *"onnx"* || ${{ matrix.plugin-names }} == "flytekit-whylogs" || ${{ matrix.plugin-names }} == "flytekit-mlflow" ]]; then | |
| PROTOCOL_BUFFERS_PYTHON_IMPLEMENTATION=python coverage run -m pytest tests --cov=./ --cov-report=xml --cov-append | |
| else | |
| coverage run -m pytest tests --cov=./ --cov-report=xml --cov-append | |
| fi | |
| - name: Codecov | |
| uses: codecov/[email protected] | |
| with: | |
| fail_ci_if_error: false | |
| lint: | |
| runs-on: ubuntu-latest | |
| steps: | |
| - name: Fetch the code | |
| uses: actions/checkout@v2 | |
| - name: Set up Python 3.8 | |
| uses: actions/setup-python@v2 | |
| with: | |
| python-version: 3.8 | |
| - uses: actions/cache@v2 | |
| with: | |
| path: ~/.cache/pip | |
| key: ${{ runner.os }}-pip-${{ hashFiles('**/dev-requirements.in') }} | |
| restore-keys: | | |
| ${{ runner.os }}-pip- | |
| - name: Install dependencies | |
| run: | | |
| python -m pip install --upgrade pip | |
| pip install -r dev-requirements.in | |
| - name: Lint | |
| run: | | |
| make lint | |
| - name: ShellCheck | |
| uses: ludeeus/action-shellcheck@master | |
| with: | |
| ignore_paths: boilerplate | |
| docs: | |
| runs-on: ubuntu-latest | |
| steps: | |
| - name: Fetch the code | |
| uses: actions/checkout@v3 | |
| - name: Set up Python 3.9 | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: 3.9 | |
| - name: Install dependencies | |
| run: | | |
| python -m pip install --upgrade pip==21.2.4 setuptools wheel | |
| pip install -r doc-requirements.txt | |
| - name: Build the documentation | |
| run: | | |
| # TODO: Remove after buf migration is done and packages updated | |
| PROTOCOL_BUFFERS_PYTHON_IMPLEMENTATION=python make -C docs html |