CI testing | CPU #534
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name: "CI testing | CPU" | |
# 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: | |
branches: [master, "release/*"] | |
types: [opened, reopened, ready_for_review, synchronize] | |
workflow_dispatch: {} | |
schedule: | |
# At the end of every day | |
- cron: "0 0 * * *" | |
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: | |
check-diff: | |
if: github.event.pull_request.draft == false | |
uses: ./.github/workflows/_focus-diff.yml | |
pytester: | |
runs-on: ${{ matrix.os }} | |
needs: check-diff | |
strategy: | |
fail-fast: false | |
matrix: | |
os: ["ubuntu-22.04"] | |
python-version: ["3.10"] | |
pytorch-version: | |
- "2.0.1" | |
- "2.1.2" | |
- "2.2.2" | |
- "2.3.1" | |
- "2.4.1" | |
- "2.5.0" | |
include: | |
# cover additional python and PT combinations | |
- { os: "ubuntu-20.04", python-version: "3.9", pytorch-version: "2.0.1", requires: "oldest" } | |
- { os: "ubuntu-22.04", python-version: "3.11", pytorch-version: "2.4.1" } | |
- { os: "ubuntu-22.04", python-version: "3.12", pytorch-version: "2.5.0" } | |
# standard mac machine, not the M1 | |
- { os: "macOS-13", python-version: "3.10", pytorch-version: "2.0.1" } | |
# using the ARM based M1 machine | |
- { os: "macOS-14", python-version: "3.10", pytorch-version: "2.0.1" } | |
- { os: "macOS-14", python-version: "3.12", pytorch-version: "2.5.0" } | |
# some windows | |
- { os: "windows-2022", python-version: "3.10", pytorch-version: "2.0.1" } | |
- { os: "windows-2022", python-version: "3.12", pytorch-version: "2.5.0" } | |
# Future released version | |
#- { os: "ubuntu-22.04", python-version: "3.11", pytorch-version: "2.5.0" } | |
#- { os: "macOS-14", python-version: "3.11", pytorch-version: "2.5.0" } | |
#- { os: "windows-2022", python-version: "3.11", pytorch-version: "2.5.0" } | |
env: | |
FREEZE_REQUIREMENTS: ${{ ! (github.ref == 'refs/heads/master' || startsWith(github.ref, 'refs/heads/release/')) }} | |
PYPI_CACHE_DIR: "_ci-cache_PyPI" | |
TOKENIZERS_PARALLELISM: false | |
TEST_DIRS: ${{ needs.check-diff.outputs.test-dirs }} | |
PIP_EXTRA_INDEX_URL: "--find-links https://download.pytorch.org/whl/cpu/torch_stable.html" | |
# Timeout: https://stackoverflow.com/a/59076067/4521646 | |
# seems that macOS jobs take much more than orger OS | |
timeout-minutes: 120 | |
steps: | |
- uses: actions/checkout@v4 | |
- name: Set up Python ${{ matrix.python-version }} | |
uses: actions/setup-python@v5 | |
with: | |
python-version: ${{ matrix.python-version }} | |
# GitHub Actions: Run step on specific OS: https://stackoverflow.com/a/57948488/4521646 | |
- name: Setup macOS | |
if: ${{ runner.os == 'macOS' }} | |
run: | | |
echo 'UNITTEST_TIMEOUT=--timeout=75' >> $GITHUB_ENV | |
brew install mecab # https://github.com/coqui-ai/TTS/issues/1533#issuecomment-1338662303 | |
brew install gcc libomp ffmpeg # https://github.com/pytorch/pytorch/issues/20030 | |
- name: Setup Linux | |
if: ${{ runner.os == 'Linux' }} | |
run: | | |
echo 'UNITTEST_TIMEOUT=--timeout=75' >> $GITHUB_ENV | |
sudo apt update --fix-missing | |
sudo apt install -y ffmpeg | |
- name: Setup Windows | |
if: ${{ runner.os == 'windows' }} | |
run: choco install ffmpeg | |
- name: source cashing | |
uses: ./.github/actions/pull-caches | |
with: | |
requires: ${{ matrix.requires }} | |
pytorch-version: ${{ matrix.pytorch-version }} | |
pypi-dir: ${{ env.PYPI_CACHE_DIR }} | |
#- name: Switch to PT test URL | |
# if: ${{ matrix.pytorch-version == '2.X.0' }} | |
# run: echo 'PIP_EXTRA_INDEX_URL=--extra-index-url https://download.pytorch.org/whl/test/cpu/' >> $GITHUB_ENV | |
- name: Install pkg | |
timeout-minutes: 25 | |
run: | | |
pip --version | |
pip install -e . -U "setuptools==69.5.1" -r requirements/_doctest.txt \ | |
$PIP_EXTRA_INDEX_URL --find-links $PYPI_CACHE_DIR | |
pip list | |
- name: DocTests | |
timeout-minutes: 25 | |
working-directory: ./src | |
env: | |
SKIP_SLOW_DOCTEST: 1 | |
# NOTE: run coverage on tests does not propagate failure status for Win, https://github.com/nedbat/coveragepy/issues/1003 | |
run: python -m pytest torchmetrics --reruns 3 --reruns-delay 2 | |
- name: Install all dependencies | |
run: | | |
curl https://raw.githubusercontent.com/Lightning-AI/utilities/main/scripts/adjust-torch-versions.py -o adjust-torch-versions.py | |
pip install -q cython # needed for installing `pycocotools` in latest config | |
for fpath in `ls requirements/*.txt`; do | |
python adjust-torch-versions.py $fpath | |
done | |
pip install --requirement requirements/_devel.txt -U \ | |
$PIP_EXTRA_INDEX_URL --find-links $PYPI_CACHE_DIR | |
pip list | |
- name: set special vars for PR | |
if: ${{ github.event_name == 'pull_request' }} | |
run: | | |
echo 'ALLOW_SKIP_IF_OUT_OF_MEMORY=1' >> $GITHUB_ENV | |
echo 'ALLOW_SKIP_IF_BAD_CONNECTION=1' >> $GITHUB_ENV | |
- name: Sanity check | |
id: info | |
run: | | |
python -c "from torch import __version__ as ver; ver = ver.split('+')[0] ; assert ver == '${{ matrix.pytorch-version }}', ver" | |
python -c 'import torch ; print("TORCH=" + str(torch.__version__))' >> $GITHUB_OUTPUT | |
- name: Pull testing data from S3 | |
working-directory: ./tests | |
env: | |
S3_DATA: "https://pl-public-data.s3.amazonaws.com/metrics/data.zip" | |
run: | | |
pip install -q "urllib3>1.0" | |
# wget is simpler but does not work on Windows | |
python -c "from urllib.request import urlretrieve ; urlretrieve('$S3_DATA', 'data.zip')" | |
unzip -o data.zip | |
ls -l _data/* | |
- name: Export README tests | |
run: python -m phmdoctest README.md --outfile tests/unittests/test_readme.py | |
- name: Unittests common | |
# skip for PR if there is nothing to test, note that outside PR there is default 'unittests' | |
if: ${{ env.TEST_DIRS != '' }} | |
working-directory: ./tests | |
run: | | |
python -m pytest \ | |
$TEST_DIRS \ | |
--cov=torchmetrics \ | |
--durations=50 \ | |
--reruns 3 \ | |
--reruns-delay 1 \ | |
-m "not DDP" \ | |
-n auto \ | |
--dist=load \ | |
${{ env.UNITTEST_TIMEOUT }} | |
- name: Unittests DDP | |
# skip for PR if there is nothing to test, note that outside PR there is default 'unittests' | |
if: ${{ env.TEST_DIRS != '' }} | |
working-directory: ./tests | |
env: | |
USE_PYTEST_POOL: "1" | |
run: | | |
python -m pytest -v \ | |
$TEST_DIRS \ | |
--cov=torchmetrics \ | |
--durations=50 \ | |
-m DDP \ | |
--reruns 3 \ | |
--reruns-delay 1 \ | |
${{ env.UNITTEST_TIMEOUT }} | |
- name: Statistics | |
# skip for PR if there is nothing to test, note that outside PR there is default 'unittests' | |
if: ${{ env.TEST_DIRS != '' }} | |
working-directory: ./tests | |
run: | | |
coverage xml | |
coverage report | |
- name: Upload coverage to Codecov | |
# skip for PR if there is nothing to test, note that outside PR there is default 'unittests' | |
if: ${{ env.TEST_DIRS != '' }} | |
uses: codecov/codecov-action@v5 | |
with: | |
token: ${{ secrets.CODECOV_TOKEN }} | |
file: tests/coverage.xml | |
flags: cpu,${{ runner.os }},python${{ matrix.python-version }},torch${{ steps.info.outputs.TORCH }} | |
env_vars: OS,PYTHON | |
name: codecov-umbrella | |
fail_ci_if_error: false | |
- name: update cashing | |
if: github.event_name != 'pull_request' | |
continue-on-error: true | |
uses: ./.github/actions/push-caches | |
with: | |
pypi-dir: ${{ env.PYPI_CACHE_DIR }} | |
testing-guardian: | |
runs-on: ubuntu-latest | |
needs: pytester | |
if: always() | |
steps: | |
- run: echo "${{ 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 |