Files
autogen/.github/workflows/python-package.yml
Chi Wang 549a0dfb53 limit time and memory consumption (#264)
* limit time and memory

* separate tests

* lrl1 can't be limited by limit_resource

* free memory when possible

* passthrough=False when ensemble fails;
retrain when trained_estimator is None

* use callback to for resource limit

* handle lower version of xgb with no callback

* free mem ratio

* reduce verbosity

* retrain_final when max_iter==1

* remove trained_estimator from result

* model_history

* wheel

* retrain time as best_config_train_time

* ci: libomp version for xgboost on macos

* limit_resource not working in windows

* test pickle load

* mute forecaster

* notebook update

* check hard

* preventive callback

* add use_ray
2021-11-03 19:08:23 -07:00

94 lines
3.5 KiB
YAML

# This workflow will install Python dependencies, run tests and lint with a variety of Python versions
# For more information see: https://help.github.com/actions/language-and-framework-guides/using-python-with-github-actions
name: Build
on:
push:
branches: ['main']
pull_request:
branches: ['main']
jobs:
build:
runs-on: ${{ matrix.os }}
strategy:
matrix:
os: [ubuntu-latest, macos-latest, windows-2019]
python-version: [3.6, 3.7, 3.8, 3.9]
steps:
- uses: actions/checkout@v2
- name: Set up Python ${{ matrix.python-version }}
uses: actions/setup-python@v2
with:
python-version: ${{ matrix.python-version }}
- name: If mac, install libomp to facilitate lgbm and xgboost install
if: matrix.os == 'macOS-latest'
run: |
# remove libomp version constraint after xgboost works with libomp>11.1.0
wget https://raw.githubusercontent.com/Homebrew/homebrew-core/679923b4eb48a8dc7ecc1f05d06063cd79b3fc00/Formula/libomp.rb -O $(find $(brew --repository) -name libomp.rb)
brew install libomp
export CC=/usr/bin/clang
export CXX=/usr/bin/clang++
export CPPFLAGS="$CPPFLAGS -Xpreprocessor -fopenmp"
export CFLAGS="$CFLAGS -I/usr/local/opt/libomp/include"
export CXXFLAGS="$CXXFLAGS -I/usr/local/opt/libomp/include"
export LDFLAGS="$LDFLAGS -Wl,-rpath,/usr/local/opt/libomp/lib -L/usr/local/opt/libomp/lib -lomp"
- name: Install packages and dependencies
run: |
python -m pip install --upgrade pip wheel
pip install -e .[test]
- name: If linux or mac, install ray
if: (matrix.os == 'macOS-latest' || matrix.os == 'ubuntu-latest') && matrix.python-version != '3.9'
run: |
pip install -e .[ray,forecast]
pip install 'tensorboardX<=2.2'
- name: Lint with flake8
run: |
# stop the build if there are Python syntax errors or undefined names
flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics
# exit-zero treats all errors as warnings. The GitHub editor is 127 chars wide
flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics
- name: Test with pytest
if: ${{ matrix.python-version != '3.7' || matrix.os == 'macos-latest' }}
run: |
pytest test
- name: Coverage
if: ${{ matrix.python-version == '3.7' && matrix.os != 'macos-latest' }}
run: |
pip install coverage
coverage run -a -m pytest test
coverage xml
- name: Upload coverage to Codecov
if: ${{ matrix.python-version == '3.7' && matrix.os != 'macos-latest' }}
uses: codecov/codecov-action@v1
with:
file: ./coverage.xml
flags: unittests
docs:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v2
- name: Setup Python
uses: actions/setup-python@v2
with:
python-version: '3.8'
- name: Compile documentation
run: |
pip install -e .
python -m pip install sphinx sphinx_rtd_theme
cd docs
make html
- name: Deploy to GitHub pages
if: ${{ github.ref == 'refs/heads/main' }}
uses: JamesIves/github-pages-deploy-action@3.6.2
with:
GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
BRANCH: gh-pages
FOLDER: docs/_build/html
CLEAN: true