Increase memory limit of kserve-controller pod #363
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name: Python package | |
on: | |
push: | |
branches: [master, release*] | |
pull_request: | |
branches: [] | |
workflow_dispatch: | |
concurrency: | |
group: ${{ github.workflow }}-${{ github.ref }} | |
cancel-in-progress: true | |
jobs: | |
flake8-lint: | |
runs-on: ubuntu-latest | |
strategy: | |
matrix: | |
python-version: ["3.11"] | |
name: Lint | |
steps: | |
- name: Check out source repository | |
uses: actions/checkout@v2 | |
- name: Set up Python environment ${{ matrix.python-version }} | |
uses: actions/setup-python@v1 | |
with: | |
python-version: ${{ matrix.python-version }} | |
- name: flake8 Lint | |
uses: py-actions/flake8@v1 | |
with: | |
max-line-length: "120" | |
exclude: "docs/samples/v1beta1/onnx/assets/*.py,python/kserve/kserve/*.py,python/kserve/test/test_v1*.py,python/kserve/kserve/__init__.py,python/kserve/test/__init__.py,python/kserve/test/test_knative*.py,python/kserve/kserve/protocol/grpc/grpc_predict_v2*.py" | |
build: | |
runs-on: ubuntu-latest | |
strategy: | |
matrix: | |
python-version: ["3.8", "3.9", "3.10", "3.11"] | |
steps: | |
- name: Checkout source | |
uses: actions/checkout@v2 | |
- name: Free-up disk space | |
uses: ./.github/actions/free-up-disk-space | |
- name: Set up Python ${{ matrix.python-version }} | |
id: setup-python | |
uses: actions/setup-python@v4 | |
with: | |
python-version: ${{ matrix.python-version }} | |
- name: Install Poetry and version plugin | |
run: ./test/scripts/gh-actions/setup-poetry.sh | |
- name: Configure Poetry cache | |
run: | | |
sudo mkdir -p /mnt/poetry | |
# change permission so that poetry can install without sudo | |
sudo chown -R $USER /mnt/poetry | |
poetry config cache-dir /mnt/poetry | |
# load poetry cache if cache exists | |
- name: Load poetry cache | |
id: cached-poetry-dependencies | |
uses: actions/cache@v3 | |
with: | |
path: /mnt/poetry | |
key: poetry-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/poetry.lock') }} | |
# ----------------------------------------Kserve Unit Tests-------------------------------------------------------- | |
# load cached kserve venv if cache exists | |
- name: Load cached kserve venv | |
id: cached-kserve-dependencies | |
uses: actions/cache@v3 | |
with: | |
path: python/kserve/.venv | |
key: kserve-venv-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/kserve/poetry.lock') }} | |
# install kserve dependencies if cache does not exist | |
- name: Install kserve dependencies | |
if: steps.cached-kserve-dependencies.outputs.cache-hit != 'true' | |
run: | | |
cd python/kserve | |
make install_dependencies | |
- name: Install kserve | |
run: | | |
cd python/kserve | |
make dev_install | |
- name: Test kserve | |
run: | | |
cd python | |
source kserve/.venv/bin/activate | |
pytest --cov=kserve ./kserve | |
# ----------------------------------------Sklearn Server Unit Tests------------------------------------------------ | |
# load cached sklearn venv if cache exists | |
- name: Load cached sklearn venv | |
id: cached-sklearn-dependencies | |
uses: actions/cache@v3 | |
with: | |
path: python/sklearnserver/.venv | |
key: sklearn-venv-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/kserve/poetry.lock', '**/sklearnserver/poetry.lock') }} | |
# install sklearn server dependencies if cache does not exist | |
- name: Install sklearn dependencies | |
if: steps.cached-sklearn-dependencies.outputs.cache-hit != 'true' | |
run: | | |
cd python/sklearnserver | |
make install_dependencies | |
- name: Install sklearnserver | |
run: | | |
cd python/sklearnserver | |
make dev_install | |
- name: Test sklearnserver | |
run: | | |
cd python | |
source sklearnserver/.venv/bin/activate | |
pytest --cov=sklearnserver ./sklearnserver | |
# ----------------------------------------Xgb Server Unit Tests------------------------------------------------ | |
# load cached xgb venv if cache exists | |
- name: Load cached xgb venv | |
id: cached-xgb-dependencies | |
uses: actions/cache@v3 | |
with: | |
path: python/xgbserver/.venv | |
key: xgb-venv-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/kserve/poetry.lock', '**/xgbserver/poetry.lock') }} | |
# install xgb server dependencies if cache does not exist | |
- name: Install xgb dependencies | |
if: steps.cached-xgb-dependencies.outputs.cache-hit != 'true' | |
run: | | |
cd python/xgbserver | |
make install_dependencies | |
- name: Install xgbserver | |
run: | | |
cd python/xgbserver | |
make dev_install | |
- name: Test xgbserver | |
run: | | |
cd python | |
source xgbserver/.venv/bin/activate | |
pytest --cov=xgbserver ./xgbserver | |
# ----------------------------------------Pmml Server Unit Tests------------------------------------------------ | |
# load cached pmml venv if cache exists | |
- name: Load cached pmml venv | |
id: cached-pmml-dependencies | |
uses: actions/cache@v3 | |
with: | |
path: python/pmmlserver/.venv | |
key: pmml-venv-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/kserve/poetry.lock', '**/pmmlserver/poetry.lock') }} | |
# install pmml server dependencies if cache does not exist | |
- name: Install pmml dependencies | |
if: steps.cached-pmml-dependencies.outputs.cache-hit != 'true' | |
run: | | |
cd python/pmmlserver | |
make install_dependencies | |
- name: Install pmmlserver | |
run: | | |
cd python/pmmlserver | |
make dev_install | |
- name: Test pmmlserver | |
run: | | |
cd python | |
source pmmlserver/.venv/bin/activate | |
pytest --cov=pmmlserver ./pmmlserver | |
# ----------------------------------------Lgb Server Unit Tests------------------------------------------------ | |
# load cached lgb venv if cache exists | |
- name: Load cached lgb venv | |
id: cached-lgb-dependencies | |
uses: actions/cache@v3 | |
with: | |
path: python/lgbserver/.venv | |
key: lgb-venv-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/kserve/poetry.lock', '**/lgbserver/poetry.lock') }} | |
# install lgb server dependencies if cache does not exist | |
- name: Install lgb dependencies | |
if: steps.cached-lgb-dependencies.outputs.cache-hit != 'true' | |
run: | | |
cd python/lgbserver | |
make install_dependencies | |
- name: Install lgbserver | |
run: | | |
cd python/lgbserver | |
make dev_install | |
- name: Test lgbserver | |
run: | | |
cd python | |
source lgbserver/.venv/bin/activate | |
pytest --cov=lgbserver ./lgbserver | |
# ----------------------------------------Paddle Server Unit Tests------------------------------------------------ | |
# load cached paddle venv if cache exists | |
- name: Load cached paddle venv | |
id: cached-paddle-dependencies | |
uses: actions/cache@v3 | |
with: | |
path: python/paddleserver/.venv | |
key: paddle-venv-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/kserve/poetry.lock', '**/paddleserver/poetry.lock') }} | |
# install paddle server dependencies if cache does not exist | |
- name: Install paddle dependencies | |
if: steps.cached-paddle-dependencies.outputs.cache-hit != 'true' | |
run: | | |
echo "python version ${{ steps.setup-python.outputs.python-version }}" | |
cd python/paddleserver | |
make install_dependencies | |
- name: Install paddleserver | |
run: | | |
cd python/paddleserver | |
make dev_install | |
- name: Test paddleserver | |
run: | | |
cd python | |
source paddleserver/.venv/bin/activate | |
pytest --cov=paddleserver ./paddleserver | |
# ----------------------------------------Alibi Explainer Unit Tests------------------------------------------------ | |
# load cached alibi venv if cache exists | |
- name: Load cached alibi venv | |
id: cached-alibi-dependencies | |
uses: actions/cache@v3 | |
with: | |
path: python/alibiexplainer/.venv | |
key: alibi-venv-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/kserve/poetry.lock', '**/alibiexplainer/poetry.lock') }} | |
# install alibi explainer dependencies if cache does not exist | |
- name: Install alibi dependencies | |
run: | | |
cd python/alibiexplainer | |
make install_dependencies | |
- name: Install alibiexplainer | |
run: | | |
cd python/alibiexplainer | |
make dev_install | |
- name: Test alibiexplainer | |
run: | | |
cd python | |
source alibiexplainer/.venv/bin/activate | |
pytest --cov=alibiexplainer ./alibiexplainer | |
# ----------------------------------------Huggingface Server Unit Tests------------------------------------------------ | |
# load cached huggingface venv if cache exists | |
- name: Load cached huggingface venv | |
if: ${{ !startsWith(steps.setup-python.outputs.python-version, '3.8') }} | |
id: huggingface-dependencies | |
uses: actions/cache@v3 | |
with: | |
path: /mnt/python/huggingfaceserver-venv | |
key: huggingface-venv-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/kserve/poetry.lock', '**/huggingfaceserver/poetry.lock') }} | |
# install huggingface server dependencies if cache does not exist | |
- name: Configure poetry for huggingface server | |
if: ${{ !startsWith(steps.setup-python.outputs.python-version, '3.8') }} | |
run: | | |
poetry config virtualenvs.path /mnt/python/huggingfaceserver-venv | |
poetry config virtualenvs.in-project false | |
- name: Install huggingface dependencies | |
if: ${{ steps.cached-huggingface-dependencies.outputs.cache-hit != 'true' && !startsWith(steps.setup-python.outputs.python-version, '3.8') }} | |
run: | | |
sudo mkdir -p /mnt/python/huggingfaceserver-venv | |
# change permission so that poetry can install without sudo | |
sudo chown -R $USER /mnt/python/huggingfaceserver-venv | |
cd python/huggingfaceserver | |
make install_dependencies | |
- name: Install huggingface server | |
if: ${{ !startsWith(steps.setup-python.outputs.python-version, '3.8') }} | |
run: | | |
cd python/huggingfaceserver | |
make dev_install | |
- name: Test huggingfaceserver | |
if: ${{ !startsWith(steps.setup-python.outputs.python-version, '3.8') }} | |
run: | | |
cd python/huggingfaceserver | |
poetry run -- pytest --cov=huggingfaceserver | |
- name: Free space after tests | |
run: | | |
df -hT |