fix: KeyError no longer occurs when using groupfolds for regression t… #6259
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# 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'] | |
paths: | |
- 'flaml/**' | |
- 'test/**' | |
- 'notebook/**' | |
- '.github/workflows/python-package.yml' | |
- 'setup.py' | |
pull_request: | |
branches: ['main'] | |
merge_group: | |
types: [checks_requested] | |
permissions: {} | |
concurrency: | |
group: ${{ github.workflow }}-${{ github.ref }}-${{ github.head_ref }} | |
cancel-in-progress: ${{ github.ref != 'refs/heads/main' }} | |
jobs: | |
build: | |
runs-on: ${{ matrix.os }} | |
strategy: | |
fail-fast: false | |
matrix: | |
os: [ubuntu-latest, macos-latest, windows-2019] | |
python-version: ["3.8", "3.9", "3.10", "3.11"] | |
steps: | |
- uses: actions/checkout@v4 | |
- name: Set up Python ${{ matrix.python-version }} | |
uses: actions/setup-python@v5 | |
with: | |
python-version: ${{ matrix.python-version }} | |
- name: On mac, install libomp to facilitate lgbm and xgboost install | |
if: matrix.os == 'macOS-latest' | |
run: | | |
brew update | |
brew install libomp | |
export CC=/usr/bin/clang | |
export CXX=/usr/bin/clang++ | |
export CPPFLAGS="$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 . | |
python -c "import flaml" | |
pip install -e .[test] | |
- name: On Ubuntu python 3.10, install pyspark 3.4.1 | |
if: matrix.python-version == '3.10' && matrix.os == 'ubuntu-latest' | |
run: | | |
pip install pyspark==3.4.1 | |
pip list | grep "pyspark" | |
- name: On Ubuntu python 3.11, install pyspark 3.5.1 | |
if: matrix.python-version == '3.11' && matrix.os == 'ubuntu-latest' | |
run: | | |
pip install pyspark==3.5.1 | |
pip list | grep "pyspark" | |
- name: If linux and python<3.11, install ray 2 | |
if: matrix.os == 'ubuntu-latest' && matrix.python-version != '3.11' | |
run: | | |
pip install "ray[tune]<2.5.0" | |
- name: If mac and python 3.10, install ray and xgboost 1 | |
if: matrix.os == 'macOS-latest' && matrix.python-version == '3.10' | |
run: | | |
pip install -e .[ray] | |
# use macOS to test xgboost 1, but macOS also supports xgboost 2 | |
pip install "xgboost<2" | |
- name: If linux, install prophet on python < 3.9 | |
if: matrix.os == 'ubuntu-latest' && matrix.python-version == '3.8' | |
run: | | |
pip install -e .[forecast] | |
- name: Install vw on python < 3.10 | |
if: matrix.python-version == '3.8' || matrix.python-version == '3.9' | |
run: | | |
pip install -e .[vw] | |
- name: Test with pytest | |
if: matrix.python-version != '3.10' | |
run: | | |
pytest test | |
- name: Coverage | |
if: matrix.python-version == '3.10' | |
run: | | |
pip install coverage | |
coverage run -a -m pytest test | |
coverage xml | |
- name: Upload coverage to Codecov | |
if: matrix.python-version == '3.10' | |
uses: codecov/codecov-action@v3 | |
with: | |
file: ./coverage.xml | |
flags: unittests | |
# docs: | |
# runs-on: ubuntu-latest | |
# steps: | |
# - uses: actions/checkout@v3 | |
# - name: Setup Python | |
# uses: actions/setup-python@v4 | |
# 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 |