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Json config list, agent refactoring and new notebooks #5466

Json config list, agent refactoring and new notebooks

Json config list, agent refactoring and new notebooks #5466

Workflow file for this run

# 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]
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"]
steps:
- uses: actions/checkout@v3
- name: Set up Python ${{ matrix.python-version }}
uses: actions/setup-python@v4
with:
python-version: ${{ matrix.python-version }}
- name: On mac + python 3.10, install libomp to facilitate lgbm and xgboost install
if: matrix.os == 'macOS-latest' && matrix.python-version == '3.10'
run: |
# remove libomp version constraint after xgboost works with libomp>11.1.0 on python 3.10
wget https://raw.githubusercontent.com/Homebrew/homebrew-core/679923b4eb48a8dc7ecc1f05d06063cd79b3fc00/Formula/libomp.rb -O $(find $(brew --repository) -name libomp.rb)
brew unlink libomp
brew install libomp
export CC=/usr/bin/clang
export CXX=/usr/bin/clang++
export CPPFLAGS="$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 3.8, install pyspark 3.2.3
if: matrix.python-version == '3.8' && matrix.os == 'ubuntu-latest'
run: |
pip install pyspark==3.2.3
pip list | grep "pyspark"
- name: If linux, install ray 2
if: matrix.os == 'ubuntu-latest'
run: |
pip install "ray[tune]<2.5.0"
- name: If mac, install ray
if: matrix.os == 'macOS-latest'
run: |
pip install -e .[ray]
- name: If linux or mac, install prophet on python < 3.9
if: (matrix.os == 'macOS-latest' || matrix.os == 'ubuntu-latest') && matrix.python-version != '3.9' && matrix.python-version != '3.10'
run: |
pip install -e .[forecast]
- name: Install vw on python < 3.10
if: matrix.python-version != '3.10'
run: |
pip install -e .[vw]
- name: Uninstall pyspark on (python 3.9) or (python 3.8 + windows)
if: matrix.python-version == '3.9' || (matrix.python-version == '3.8' && matrix.os == 'windows-2019')
run: |
# Uninstall pyspark to test env without pyspark
pip uninstall -y pyspark
- 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/[email protected]
# with:
# GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
# BRANCH: gh-pages
# FOLDER: docs/_build/html
# CLEAN: true