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qlib/.github/workflows/test_macos.yml
you-n-g b9809a4c33 make the prediction update more friendly (#609)
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* Update workflow_config_lightgbm_Alpha158.yaml

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* Update setup.py

* fix "Segmentation fault" in macos

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Co-authored-by: Wangwuyi123 <51237097+Wangwuyi123@users.noreply.github.com>
Co-authored-by: Pengrong Zhu <zhu.pengrong@foxmail.com>
2021-09-30 20:54:44 +08:00

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2.7 KiB
YAML

# There are some issues (in the downloading data phase) on MacOS when running with other tests. So we split it into an individual config.
name: Test MacOS
on:
push:
branches: [ main ]
pull_request:
branches: [ main ]
jobs:
build:
runs-on: macos-latest
strategy:
matrix:
python-version: [3.6, 3.7, 3.8]
steps:
- uses: actions/checkout@v2
- name: Set up Python ${{ matrix.python-version }}
uses: actions/setup-python@v2
with:
python-version: ${{ matrix.python-version }}
- name: Lint with Black
run: |
cd ..
python -m pip install pip --upgrade
python -m pip install wheel --upgrade
python -m pip install black
python -m black qlib -l 120 --check --diff
# Test Qlib installed with pip
- name: Install Qlib with pip
run: |
python -m pip install numpy==1.19.5
python -m pip install pyqlib --ignore-installed ruamel.yaml numpy
- name: Install Lightgbm for MacOS
run: |
/bin/bash -c "$(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: Test data downloads
run: |
python scripts/get_data.py qlib_data --target_dir ~/.qlib/qlib_data/cn_data --interval 1d --region cn
- name: Test workflow by config (install from pip)
run: |
python qlib/workflow/cli.py examples/benchmarks/LightGBM/workflow_config_lightgbm_Alpha158.yaml
python -m pip uninstall -y pyqlib
# Test Qlib installed from source
- name: Install Qlib from source
run: |
python -m pip install --upgrade cython
python -m pip install numpy jupyter jupyter_contrib_nbextensions
python -m pip install -U scipy scikit-learn # installing without this line will cause errors on GitHub Actions, while instsalling locally won't
python setup.py install
- name: Install test dependencies
run: |
python -m pip install --upgrade pip
python -m pip install -U pyopenssl idna
python -m pip install black pytest
- name: Unit tests with Pytest
run: |
cd tests
python -m pytest . --durations=0
- name: Test workflow by config (install from source)
run: |
python qlib/workflow/cli.py examples/benchmarks/LightGBM/workflow_config_lightgbm_Alpha158.yaml