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ci.yml
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name: CI
on:
push:
branches: [main]
paths-ignore:
- 'docs/**'
- 'bazel/**'
- 'typings/**'
pull_request:
paths-ignore:
- 'docs/**'
- 'bazel/**'
- 'typings/**'
schedule:
- cron: '0 0 * * 1/2'
env:
LINES: 120
COLUMNS: 120
BENTOML_DO_NOT_TRACK: True
PYTEST_PLUGINS: bentoml.testing.pytest.plugin
# https://docs.github.com/en/actions/using-workflows/workflow-syntax-for-github-actions#defaultsrun
defaults:
run:
shell: bash --noprofile --norc -exo pipefail {0}
jobs:
unit:
strategy:
fail-fast: false
matrix:
os: [ubuntu-latest, macos-latest, windows-latest]
python-version: ['3.8', '3.11']
name: unit-tests (python${{ matrix.python-version }}.${{ matrix.os }})
runs-on: ${{ matrix.os }}
steps:
- uses: actions/checkout@v4
with:
fetch-depth: 0 # fetch all tags and branches
- name: Set up PDM
uses: pdm-project/setup-pdm@v3
with:
cache: true
python-version: ${{ matrix.python-version }}
enable-pep582: false
- name: Install dependencies
run: |
pdm venv create --with-pip --force
pdm sync -d -G grpc -G io -G testing
- name: Unit tests
run: pdm run -v unit
- name: Disambiguate coverage filename
run: mv .coverage ".coverage.unit.${{ matrix.os }}.${{ matrix.python-version }}"
- name: Upload coverage data
uses: actions/upload-artifact@v3
with:
name: coverage-unit-data
path: .coverage.*
integrations:
name: framework-integration-tests
runs-on: ubuntu-latest
strategy:
fail-fast: false
matrix:
framework:
- catboost
- detectron
- diffusers
- easyocr
- fastai
- flax
- keras
- lightgbm
- onnx
- picklable_model
- pytorch
- pytorch_lightning
- sklearn
- tensorflow
- torchscript
- transformers
- xgboost
exclude:
- framework: transformers # NOTE: CI runners doesn't have enough space to run all transformers jobs
- framework: detectron # NOTE: tested locally and the latest PyPI are to obsolete.
timeout-minutes: 90
steps:
- uses: actions/checkout@v4
with:
fetch-depth: 0 # fetch all tags and branches
- name: Set up PDM
uses: pdm-project/setup-pdm@v3
with:
python-version: '3.8'
enable-pep582: false
- name: Install dependencies
run: |
pdm venv create --with-pip
pdm sync -d -G testing -G frameworks
pdm run pip install torch torchaudio torchvision --index-url https://download.pytorch.org/whl/cpu
pdm run pip install -U tensorflow onnx onnxruntime "jax[cpu]"
- name: Run framework integration tests
run: pdm run -v integration "${{ matrix.framework }}"
- name: Disambiguate coverage filename
run: mv .coverage ".coverage.integrations.ubuntu-latest.3.8.${{ matrix.framework }}"
- name: Upload coverage data
uses: actions/upload-artifact@v3
with:
name: coverage-integrations-data
path: .coverage.*
e2e-monitoring:
strategy:
fail-fast: false
matrix:
os: [ubuntu-latest, macos-latest, windows-latest]
python-version: ['3.8', '3.11']
name: monitoring-e2e-tests (python${{ matrix.python-version }}.${{ matrix.os }})
runs-on: ${{ matrix.os }}
timeout-minutes: 90
env:
BENTOML_BUNDLE_LOCAL_BUILD: True
steps:
- uses: actions/checkout@v4
with:
fetch-depth: 0 # fetch all tags and branches
- name: Set up QEMU
uses: docker/setup-qemu-action@v3
if: ${{ matrix.os == 'ubuntu-latest' }}
- name: Set up Docker Buildx
if: ${{ matrix.os == 'ubuntu-latest' }}
id: buildx
uses: docker/setup-buildx-action@v3
- name: Set up PDM
uses: pdm-project/setup-pdm@v3
with:
cache: true
python-version: ${{ matrix.python-version }}
enable-pep582: false
- name: Install dependencies
run: pdm sync -d -G io -G testing -G monitor-otlp
- name: Run the monitoring tests
working-directory: examples/monitoring/task_classification
run: mkdir -p monitoring && pdm run -v monitoring
- name: Disambiguate coverage filename
run: mv .coverage ".coverage.monitoring.${{ matrix.os }}.${{ matrix.python-version }}"
- name: Upload coverage data
uses: actions/upload-artifact@v3
with:
name: coverage-monitoring-data
path: .coverage.*
e2e-bento-server:
strategy:
fail-fast: false
matrix:
os: [ubuntu-latest, macos-latest]
python-version: ['3.8', '3.11']
server_type: ['http']
name: ${{ matrix.server_type }}-e2e-tests (python${{ matrix.python-version }}.${{ matrix.os }})
runs-on: ${{ matrix.os }}
timeout-minutes: 90
env:
BENTOML_BUNDLE_LOCAL_BUILD: True
steps:
- uses: actions/checkout@v4
with:
fetch-depth: 0 # fetch all tags and branches
- name: Set up QEMU
uses: docker/setup-qemu-action@v3
if: ${{ matrix.os == 'ubuntu-latest' }}
- name: Set up Docker Buildx
if: ${{ matrix.os == 'ubuntu-latest' }}
id: buildx
uses: docker/setup-buildx-action@v3
- name: Set up PDM
uses: pdm-project/setup-pdm@v3
with:
cache: true
python-version: ${{ matrix.python-version }}
enable-pep582: false
- name: Install dependencies
run: |
pdm venv create --with-pip --force
pdm run pip install -r tests/e2e/bento_server_${{ matrix.server_type }}/requirements.txt
pdm sync -d -G io -G testing
- name: Run ${{ matrix.server_type }} tests
run: pdm run -v tests tests/e2e/bento_server_${{ matrix.server_type }}
- name: Disambiguate coverage filename
run: mv .coverage ".coverage.e2e.${{ matrix.os }}.${{ matrix.python-version }}"
- name: Upload coverage data
uses: actions/upload-artifact@v3
with:
name: coverage-e2e-data
path: .coverage.*
coverage:
name: report-coverage
runs-on: ubuntu-latest
needs:
- e2e-bento-server
- e2e-monitoring
- unit
- integrations
if: github.event_name == 'pull_request'
steps:
- uses: actions/checkout@v4
with:
fetch-depth: 0
- name: Set up PDM
uses: pdm-project/setup-pdm@v3
with:
cache: true
python-version: '3.11'
enable-pep582: false
- name: Download e2e coverage
uses: actions/download-artifact@v3
with:
name: coverage-e2e-data
- name: Download monitoring coverage
uses: actions/download-artifact@v3
with:
name: coverage-monitoring-data
- name: Download integrations coverage
uses: actions/download-artifact@v3
with:
name: coverage-integrations-data
- name: Download unit coverage
uses: actions/download-artifact@v3
with:
name: coverage-unit-data
- name: Install dependencies
run: pdm sync -d -G testing
- name: Combine coverage data
run: pdm run -v coverage-combine
- name: Export coverage reports and generate summary
run: pdm run -v coverage-generate-reports
- name: Upload uncovered HTML report
uses: actions/upload-artifact@v3
with:
name: uncovered-html-report
path: htmlcov
- name: Write coverage summary report
if: github.event_name == 'pull_request'
run: pdm run -v coverage-write-report
- name: Update coverage pull request comment
if: github.event_name == 'pull_request' && !github.event.pull_request.head.repo.fork
uses: marocchino/sticky-pull-request-comment@v2
with:
path: coverage-report.md
evergreen: # https://github.com/marketplace/actions/alls-green#why
if: github.event_name == 'pull_request'
needs:
- coverage
- e2e-bento-server
- e2e-monitoring
- unit
- integrations
runs-on: ubuntu-latest
steps:
- name: Decide whether the needed jobs succeeded or failed
uses: re-actors/alls-green@release/v1
with:
jobs: ${{ toJSON(needs) }}
concurrency:
group: ci-${{ github.event.pull_request.number || github.sha }}
cancel-in-progress: true