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test_qlib_from_pip.yml
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name: Test qlib from pip
on:
push:
branches: [ main ]
pull_request:
branches: [ main ]
jobs:
build:
timeout-minutes: 120
runs-on: ${{ matrix.os }}
strategy:
matrix:
os: [windows-latest, ubuntu-20.04, ubuntu-22.04, macos-13, macos-14, macos-15]
# In github action, using python 3.7, pip install will not match the latest version of the package.
# Also, python 3.7 is no longer supported from macos-14, and will be phased out from macos-13 in the near future.
# All things considered, we have removed python 3.7.
python-version: ["3.8", "3.9", "3.10", "3.11", "3.12"]
steps:
- name: Test qlib from pip
uses: actions/checkout@v3
- name: Set up Python ${{ matrix.python-version }}
uses: actions/setup-python@v4
with:
python-version: ${{ matrix.python-version }}
- name: Update pip to the latest version
run: |
python -m pip install --upgrade pip
- name: Installing pywinpt for windows
if: ${{ matrix.os == 'windows-latest' }}
run: |
python -m pip install pywinpty --only-binary=:all:
- name: Qlib installation test
run: |
python -m pip install pyqlib
- name: Install Lightgbm for MacOS
if: ${{ matrix.os == 'macos-13' || matrix.os == 'macos-14' || matrix.os == 'macos-15' }}
run: |
/bin/bash -c "$(curl -fsSL https://raw.githubusercontent.com/Microsoft/qlib/main/.github/brew_install.sh)"
HOMEBREW_NO_AUTO_UPDATE=1 brew install lightgbm
# FIX MacOS error: Segmentation fault
# reference: https://github.com/microsoft/LightGBM/issues/4229
wget https://raw.githubusercontent.com/Homebrew/homebrew-core/fb8323f2b170bd4ae97e1bac9bf3e2983af3fdb0/Formula/libomp.rb
brew unlink libomp
brew install libomp.rb
- name: Downloads dependencies data
run: |
cd ..
python -m qlib.run.get_data qlib_data --target_dir ~/.qlib/qlib_data/cn_data --region cn
cd qlib
- name: Test workflow by config
run: |
qrun examples/benchmarks/LightGBM/workflow_config_lightgbm_Alpha158.yaml