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mirror of https://github.com/microsoft/qlib.git synced 2026-07-05 20:11:08 +08:00
This commit is contained in:
Linlang
2022-06-28 10:17:29 +08:00
committed by GitHub
parent a87b02619a
commit 50d74b5560
12 changed files with 175 additions and 144 deletions

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# 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:
timeout-minutes: 120
runs-on: ${{ matrix.os }}
strategy:
matrix:
os: [macos-11, macos-latest]
# not supporting 3.6 due to annotations is not supported https://stackoverflow.com/a/52890129
python-version: [3.7, 3.8]
steps:
- uses: actions/checkout@v2
- name: Set up Python ${{ matrix.python-version }}
uses: actions/setup-python@v2
with:
python-version: ${{ matrix.python-version }}
- name: Lint with Black
run: |
cd ..
python -m pip install pip --upgrade
python -m pip install wheel --upgrade
python -m pip install black
python -m black qlib -l 120 --check --diff
# Test Qlib installed with pip
- name: Check Qlib with flake8
run: |
pip install --upgrade pip
pip install flake8
flake8 --ignore=E501,F541,E266,E402,W503,E731,E203 --per-file-ignores="__init__.py:F401,F403" qlib
- name: Install Qlib with pip
run: |
python -m pip install numpy==1.19.5
python -m pip install pyqlib --ignore-installed ruamel.yaml numpy
- name: Make html with sphnix
run: |
pip install -U sphinx
pip install sphinx_rtd_theme readthedocs_sphinx_ext
pip install --exists-action=w --no-cache-dir -r docs/requirements.txt
cd docs
sphinx-build -b html . build
cd ..
- name: Install Lightgbm for MacOS
run: |
/bin/bash -c "$(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 --name qlib_data_simple --target_dir ~/.qlib/qlib_data/cn_data_simple --interval 1d --region cn
python -c "import os; userpath=os.path.expanduser('~'); os.rename(userpath + '/.qlib/qlib_data/cn_data_simple', userpath + '/.qlib/qlib_data/cn_data')"
azcopy copy https://qlibpublic.blob.core.windows.net/data /tmp/qlibpublic --recursive
mv /tmp/qlibpublic/data tests/.data
- 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 -m pip install gym tianshou torch
pip install -e .
- 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: |
pip install -r scripts/data_collector/pit/requirements.txt
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

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@@ -0,0 +1,46 @@
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-18.04, ubuntu-20.04, macos-11, macos-latest]
# not supporting 3.6 due to annotations is not supported https://stackoverflow.com/a/52890129
python-version: [3.7, 3.8]
steps:
- name: Test qlib from pip
uses: actions/checkout@v2
- name: Set up Python ${{ matrix.python-version }}
uses: actions/setup-python@v2
with:
python-version: ${{ matrix.python-version }}
- name: Update pip to the latest version
run: |
python -m pip install --upgrade pip
- name: Qlib installation test
run: |
python -m pip install pyqlib
# Specify the numpy version because the numpy upgrade caused the CI test to fail,
# and this line of code will be removed when the next version of qlib is released.
python -m pip install "numpy<1.23"
- name: Downloads dependencies data
run: |
python scripts/get_data.py qlib_data --name qlib_data_simple --target_dir ~/.qlib/qlib_data/cn_data --interval 1d --region cn
- name: Test workflow by config
run: |
qrun examples/benchmarks/LightGBM/workflow_config_lightgbm_Alpha158.yaml

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@@ -1,4 +1,4 @@
name: Test
name: Test qlib from source
on:
push:
@@ -9,41 +9,60 @@ on:
jobs:
build:
timeout-minutes: 120
runs-on: ${{ matrix.os }}
strategy:
matrix:
os: [windows-latest, ubuntu-18.04, ubuntu-20.04]
os: [windows-latest, ubuntu-18.04, ubuntu-20.04, macos-11, macos-latest]
# not supporting 3.6 due to annotations is not supported https://stackoverflow.com/a/52890129
python-version: [3.7, 3.8]
steps:
- uses: actions/checkout@v2
- name: Test qlib from source
uses: actions/checkout@v2
- name: Set up Python ${{ matrix.python-version }}
uses: actions/setup-python@v2
with:
python-version: ${{ matrix.python-version }}
- name: Update pip to the latest version
run: |
python -m pip install --upgrade pip
- name: Installing pytorch for macos
if: ${{ matrix.os == 'macos-11' || matrix.os == 'macos-latest' }}
run: |
python -m pip install torch torchvision torchaudio
brew install libomp # lightgbm dependencies
- name: Installing pytorch for ubuntu
if: ${{ matrix.os == 'ubuntu-18.04' || matrix.os == 'ubuntu-20.04' }}
run: |
python -m pip install --upgrade pip
python -m pip install torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cpu
- name: Installing pytorch for windows
if: ${{ matrix.os == 'windows-latest' }}
run: |
python -m pip install --upgrade pip
python -m pip install torch torchvision torchaudio
- name: Set up Python tools
run: |
python -m pip install --upgrade cython
python -m pip install -e .[dev]
- name: Lint with Black
run: |
pip install --upgrade pip
pip install black wheel
black qlib -l 120 --check --diff
- name: Install Qlib with pip
run: |
pip install numpy==1.19.5 ruamel.yaml
pip install pyqlib --ignore-installed
black . -l 120 --check --diff
- name: Make html with sphinx
run: |
pip install -U sphinx
pip install sphinx_rtd_theme readthedocs_sphinx_ext
pip install --exists-action=w --no-cache-dir -r docs/requirements.txt
cd docs
sphinx-build -b html . build
cd ..
# Check Qlib with pylint
# TODO: These problems we will solve in the future. Important among them are: W0221, W0223, W0237, E1102
# C0103: invalid-name
@@ -67,11 +86,9 @@ jobs:
# W1309: f-string-without-interpolation
# E1102: not-callable
# E1136: unsubscriptable-object
# References for parameters: https://github.com/PyCQA/pylint/issues/4577#issuecomment-1000245962
# References for parameters: https://github.com/PyCQA/pylint/issues/4577#issuecomment-1000245962
- name: Check Qlib with pylint
run: |
pip install --upgrade pip
pip install pylint
pylint --disable=C0104,C0114,C0115,C0116,C0301,C0302,C0411,C0413,C1802,R0401,R0801,R0902,R0903,R0911,R0912,R0913,R0914,R0915,R1720,W0105,W0123,W0201,W0511,W0613,W1113,W1514,E0401,E1121,C0103,C0209,R0402,R1705,R1710,R1725,R1735,W0102,W0212,W0221,W0223,W0231,W0237,W0612,W0621,W0622,W0703,W1309,E1102,E1136 --const-rgx='[a-z_][a-z0-9_]{2,30}$' qlib --init-hook "import astroid; astroid.context.InferenceContext.max_inferred = 500"
# The following flake8 error codes were ignored:
@@ -95,47 +112,29 @@ jobs:
# Description: If there is whitespace before ":", it cannot pass the black check.
- name: Check Qlib with flake8
run: |
pip install --upgrade pip
pip install flake8
flake8 --ignore=E501,F541,E266,E402,W503,E731,E203 --per-file-ignores="__init__.py:F401,F403" qlib
# https://github.com/python/mypy/issues/10600
- name: Check Qlib with mypy
run: |
pip install mypy
mypy qlib --install-types --non-interactive || true
mypy qlib
mypy qlib --verbose
- name: Test data downloads
run: |
python scripts/get_data.py qlib_data --name qlib_data_simple --target_dir ~/.qlib/qlib_data/cn_data_simple --interval 1d --region cn
python -c "import os; userpath=os.path.expanduser('~'); os.rename(userpath + '/.qlib/qlib_data/cn_data_simple', userpath + '/.qlib/qlib_data/cn_data')"
python scripts/get_data.py qlib_data --name qlib_data_simple --target_dir ~/.qlib/qlib_data/cn_data --interval 1d --region cn
azcopy copy https://qlibpublic.blob.core.windows.net/data/rl /tmp/qlibpublic/data --recursive
mv /tmp/qlibpublic/data tests/.data
- name: Test workflow by config (install from pip)
- name: Test workflow by config (install from source)
run: |
# Version 0.52.0 of numba must be installed manually in CI, otherwise it will cause incompatibility with the latest version of numpy.
python -m pip install numba==0.52.0
# You must update numpy manually, because when installing python tools, it will try to uninstall numpy and cause CI to fail.
python -m pip install --upgrade numpy
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: |
pip install --upgrade cython jupyter jupyter_contrib_nbextensions numpy scipy scikit-learn # installing without this line will cause errors on GitHub Actions, while instsalling locally won't
pip install gym tianshou torch
pip install -e .
- name: Install test dependencies
run: |
pip install --upgrade pip
pip install black pytest
- name: Unit tests with Pytest
run: |
pip install -r scripts/data_collector/pit/requirements.txt
cd tests
python -m pytest . --durations=10
- name: Test workflow by config (install from source)
run: |
python qlib/workflow/cli.py examples/benchmarks/LightGBM/workflow_config_lightgbm_Alpha158.yaml
python -m pytest . -m "not slow" --durations=0

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@@ -0,0 +1,52 @@
name: Test qlib from source slow
on:
push:
branches: [ main ]
pull_request:
branches: [ main ]
jobs:
build:
timeout-minutes: 120
runs-on: ${{ matrix.os }}
strategy:
matrix:
os: [windows-latest, ubuntu-18.04, ubuntu-20.04, macos-11, macos-latest]
# not supporting 3.6 due to annotations is not supported https://stackoverflow.com/a/52890129
python-version: [3.7, 3.8]
steps:
- name: Test qlib from source slow
uses: actions/checkout@v2
- name: Set up Python ${{ matrix.python-version }}
uses: actions/setup-python@v2
with:
python-version: ${{ matrix.python-version }}
- name: Set up Python tools
run: |
pip install --upgrade cython numpy pip
pip install -e .[dev]
- name: Downloads dependencies data
run: |
python scripts/get_data.py qlib_data --name qlib_data_simple --target_dir ~/.qlib/qlib_data/cn_data --interval 1d --region cn
- name: Install Lightgbm for MacOS
if: ${{ matrix.os == 'macos-11' || matrix.os == 'macos-latest' }}
run: |
/bin/bash -c "$(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: Unit tests with Pytest
run: |
cd tests
python -m pytest . -m "slow" --durations=0