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ci-testing.yml
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name: CI testing
# see: https://help.github.com/en/actions/reference/events-that-trigger-workflows
on: # Trigger the workflow on push or pull request, but only for the master branch
push:
branches: ["master", "release/*"]
pull_request: {}
concurrency:
group: ${{ github.workflow }}-${{ github.ref }}-${{ github.head_ref }}
cancel-in-progress: ${{ ! (github.ref == 'refs/heads/master' || startsWith(github.ref, 'refs/heads/release/')) }}
defaults:
run:
shell: bash
jobs:
pytester:
runs-on: ${{ matrix.os }}
strategy:
fail-fast: false
# max-parallel: 6
matrix:
# PyTorch 1.5 is failing on Win and bolts requires torchvision>=0.5
os: [ubuntu-20.04, macOS-12, windows-2022]
python-version: [3.8, 3.9]
topic: ['core']
extra: [[]]
include:
- { os: 'ubuntu-20.04', python-version: 3.9, topic: 'core', extra: [] }
- { os: 'ubuntu-20.04', python-version: 3.9, topic: 'image', extra: ['image_extra'] }
- { os: 'ubuntu-20.04', python-version: 3.9, topic: 'image', extra: ['image_baal'] }
- { os: 'ubuntu-20.04', python-version: 3.9, topic: 'image', extra: ['image_segm'] }
- { os: 'ubuntu-20.04', python-version: 3.9, topic: 'image', extra: ['image_vissl'] }
- { os: 'ubuntu-20.04', python-version: 3.9, topic: 'video', extra: [] }
- { os: 'ubuntu-20.04', python-version: 3.9, topic: 'tabular', extra: [] }
- { os: 'ubuntu-20.04', python-version: 3.9, topic: 'text', extra: [] }
- { os: 'ubuntu-20.04', python-version: 3.8, topic: 'pointcloud', extra: [] }
- { os: 'ubuntu-20.04', python-version: 3.9, topic: 'serve', extra: [] }
- { os: 'ubuntu-20.04', python-version: 3.9, topic: 'graph', extra: [] }
- { os: 'ubuntu-20.04', python-version: 3.9, topic: 'audio', extra: [] }
- { os: 'ubuntu-20.04', python-version: 3.8, topic: 'core', extra: [], requires: 'oldest' }
- { os: 'ubuntu-20.04', python-version: 3.8, topic: 'image', extra: [], requires: 'oldest' }
- { os: 'ubuntu-20.04', python-version: 3.8, topic: 'vision', extra: [], requires: 'oldest' }
- { os: 'ubuntu-20.04', python-version: 3.9, topic: 'tabular', extra: [], requires: 'oldest' }
- { os: 'ubuntu-20.04', python-version: 3.9, topic: 'text', extra: [], requires: 'oldest' }
#- { os: 'ubuntu-20.04', python-version: 3.8, topic: 'serve', extra: [], requires: 'oldest' } # todo
# Timeout: https://stackoverflow.com/a/59076067/4521646
timeout-minutes: 50
env:
FREEZE_REQUIREMENTS: 1
TORCH_URL: https://download.pytorch.org/whl/cpu/torch_stable.html
TRANSFORMERS_CACHE: _hf_cache
steps:
- uses: actions/checkout@v3
- name: Set up Python ${{ matrix.python-version }}
uses: actions/setup-python@v4
with:
python-version: ${{ matrix.python-version }}
- name: Set Swap Space
if: runner.os == 'Linux'
uses: pierotofy/set-swap-space@master
with:
swap-size-gb: 10
# Github Actions: Run step on specific OS: https://stackoverflow.com/a/57948488/4521646
- name: Setup macOS
if: runner.os == 'macOS'
run: brew install libomp openblas lapack
- name: Setup Ubuntu
if: runner.os == 'Linux'
run: sudo apt-get install -y libsndfile1 graphviz
- name: Set min. dependencies
if: matrix.requires == 'oldest'
run: |
import glob, os
files = glob.glob(os.path.join("requirements", "*.txt"))
for fname in files:
lines = [line.replace('>=', '==') for line in open(fname).readlines()]
open(fname, 'w').writelines(lines)
shell: python
- name: Adjust extras
run: |
import os
extras = ['${{ matrix.topic }}'] + ${{ toJSON(matrix.extra) }}
with open(os.getenv('GITHUB_ENV'), "a") as gh_env:
gh_env.write(f"EXTRAS={','.join(extras)}")
shell: python
- name: Get pip cache dir
id: pip-cache
run: echo "dir=$(pip cache dir)" >> $GITHUB_OUTPUT
- name: Restore pip cache
uses: actions/cache/restore@v3
id: restore-cache
with:
path: ${{ steps.pip-cache.outputs.dir }}
key: pip-dependencies
- name: Install package
run: |
# todo: some dependency has not correct format of their extras
python -m pip install "pip==22.3.1"
# todo: this is a hack to be able to install packages that are checking torch version while install
pip install numpy Cython "torch>=1.11.0" -f $TORCH_URL
pip install .[$EXTRAS,test] --upgrade \
--prefer-binary \
-f $TORCH_URL \
-f https://data.pyg.org/whl/torch-1.13.1+cpu.html # this extra URL is for graph extras
pip list
- name: Restore HF cache
uses: actions/cache/restore@v3
with:
path: ${{ env.TRANSFORMERS_CACHE }}
key: cache-transformers
- name: DocTests
working-directory: src/
run: |
mv flash flashy
pytest . --doctest-modules --doctest-plus
mv flashy flash
- name: Install dependencies
run: |
pip install .[$EXTRAS,test] \
-r requirements/testing_${{ matrix.topic }}.txt \
--upgrade --prefer-binary -f $TORCH_URL
pip cache info
pip list
- name: Save pip cache
if: github.ref == 'refs/heads/master'
uses: actions/cache/save@v3
with:
path: ${{ steps.pip-cache.outputs.dir }}
key: pip-dependencies
- name: Testing
run: |
coverage run --source flash -m pytest \
tests/core \
tests/deprecated_api \
tests/examples \
tests/template \
tests/${{ matrix.topic }} \
-v # --reruns 3 --reruns-delay 2
- name: Save HF cache
if: github.ref == 'refs/heads/master'
uses: actions/cache/save@v3
with:
path: ${{ env.TRANSFORMERS_CACHE }}
key: cache-transformers
- name: Statistics
run: |
coverage report
coverage xml
- name: Upload coverage to Codecov
uses: codecov/codecov-action@v3
with:
token: ${{ secrets.CODECOV_TOKEN }}
file: ./coverage.xml
flags: unittests,${{ matrix.topic }},${{ matrix.extra }}
env_vars: OS,PYTHON
name: codecov-umbrella
fail_ci_if_error: false
testing-guardian:
runs-on: ubuntu-latest
needs: pytester
if: always()
steps:
- run: echo "${{ needs.pytester.result }}"
- name: failing...
if: needs.pytester.result == 'failure'
run: exit 1
- name: cancelled or skipped...
if: contains(fromJSON('["cancelled", "skipped"]'), needs.pytester.result)
timeout-minutes: 1
run: sleep 90