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pythonbuild.yml
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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]
python-version: ["3.7", "3.8", "3.9", "3.10"]
spark-version-suffix: ["", "-spark2"]
exclude:
- python-version: 3.8
spark-version-suffix: "-spark2"
- python-version: 3.9
spark-version-suffix: "-spark2"
- python-version: 3.10
spark-version-suffix: "-spark2"
# Ignore this test because we failed to install docker-py
# docker-py will install pywin32==227, whereas pywin only added support for python 3.10 in version 301.
# For more detail, see https://github.com/flyteorg/flytekit/pull/856#issuecomment-1067152855
- python-version: 3.10
os: windows-latest
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: ${{ format('{0}-pip-{1}', runner.os, hashFiles('dev-requirements.txt', format('requirements{0}.txt', matrix.spark-version-suffix))) }}
- name: Install dependencies
run: |
make setup${{ matrix.spark-version-suffix }}
pip freeze
- name: Test with coverage
run: |
make unit_test_codecov
- name: Codecov
uses: codecov/codecov-action@v3.1.0
with:
fail_ci_if_error: false
build-plugins:
runs-on: ubuntu-latest
strategy:
fail-fast: false
matrix:
python-version: ["3.8", "3.9", "3.10"]
plugin-names:
# Please maintain an alphabetical order in the following list
- flytekit-aws-athena
- flytekit-aws-batch
- flytekit-aws-sagemaker
- flytekit-bigquery
- flytekit-data-fsspec
- flytekit-dbt
- flytekit-deck-standard
- flytekit-dolt
- flytekit-greatexpectations
- flytekit-hive
- flytekit-k8s-pod
- flytekit-kf-mpi
- flytekit-kf-pytorch
- flytekit-kf-tensorflow
- 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 3.10 wheel yet.
# Issue tracked in https://github.com/ray-project/ray/issues/19116.
- python-version: 3.10
plugin-names: "flytekit-modin"
# Great-expectations does not support python 3.10 yet
# https://github.com/great-expectations/great_expectations/blob/develop/setup.py#L87-L89
- python-version: 3.10
plugin-names: "flytekit-greatexpectations"
# onnxruntime does not support python 3.10 yet
# https://github.com/microsoft/onnxruntime/issues/9782
- python-version: 3.10
plugin-names: "flytekit-onnx-pytorch"
- python-version: 3.10
plugin-names: "flytekit-onnx-scikitlearn"
- python-version: 3.10
plugin-names: "flytekit-onnx-tensorflow"
# whylogs-sketching library does not have a 3.10 build yet
# Issue tracked: https://github.com/whylabs/whylogs/issues/697
- python-version: 3.10
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" ]]; then
PROTOCOL_BUFFERS_PYTHON_IMPLEMENTATION=python coverage run -m pytest tests
else
coverage run -m pytest tests
fi
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.txt') }}
restore-keys: |
${{ runner.os }}-pip-
- name: Install dependencies
run: |
python -m pip install --upgrade pip==21.2.4
pip install -r dev-requirements.txt
- 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@v2
- name: Set up Python 3.8
uses: actions/setup-python@v2
with:
python-version: 3.8
- 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