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azure-pipelines.yml
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azure-pipelines.yml
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# Adapted from https://github.com/pandas-dev/pandas/blob/master/azure-pipelines.yml
schedules:
- cron: "30 2 * * *"
displayName: Run nightly build
branches:
include:
- main
always: true
jobs:
- job: git_commit
displayName: Get Git Commit
pool:
vmImage: ubuntu-20.04
steps:
- bash: |
set -ex
if [[ $BUILD_REASON == "PullRequest" ]]; then
# By default pull requests use refs/pull/PULL_ID/merge as the source branch
# which has a "Merge ID into ID" as a commit message. The latest commit
# message is the second to last commit
COMMIT_ID=$(echo $BUILD_SOURCEVERSIONMESSAGE | awk '{print $2}')
message=$(git log $COMMIT_ID -1 --pretty=%B)
else
message=$BUILD_SOURCEVERSIONMESSAGE
fi
echo "##vso[task.setvariable variable=message;isOutput=true]$message"
name: commit
displayName: Get source version message
- job: linting
dependsOn: [git_commit]
condition: |
and(
succeeded(),
not(contains(dependencies['git_commit']['outputs']['commit.message'], '[lint skip]')),
not(contains(dependencies['git_commit']['outputs']['commit.message'], '[ci skip]'))
)
displayName: Linting
pool:
vmImage: ubuntu-20.04
steps:
- task: UsePythonVersion@0
inputs:
versionSpec: '3.9'
- bash: |
# Include pytest compatibility with mypy
pip install pytest flake8 mypy==0.782 black==21.6b0
displayName: Install linters
- bash: |
black --check --diff .
displayName: Run black
- bash: |
./build_tools/circle/linting.sh
displayName: Run linting
- bash: |
mypy sklearn/
displayName: Run mypy
- template: build_tools/azure/posix.yml
parameters:
name: Linux_Nightly
vmImage: ubuntu-20.04
dependsOn: [git_commit, linting]
condition: |
and(
succeeded(),
not(contains(dependencies['git_commit']['outputs']['commit.message'], '[ci skip]')),
or(eq(variables['Build.Reason'], 'Schedule'),
contains(dependencies['git_commit']['outputs']['commit.message'], '[scipy-dev]'
)
)
)
matrix:
pylatest_pip_scipy_dev:
DISTRIB: 'conda-pip-scipy-dev'
PYTHON_VERSION: '*'
CHECK_WARNINGS: 'true'
CHECK_PYTEST_SOFT_DEPENDENCY: 'true'
TEST_DOCSTRINGS: 'true'
# Tests that require large downloads over the networks are skipped in CI.
# Here we make sure, that they are still run on a regular basis.
SKLEARN_SKIP_NETWORK_TESTS: '0'
CREATE_ISSUE_ON_TRACKER: 'true'
# Check compilation with intel C++ compiler (ICC)
- template: build_tools/azure/posix.yml
parameters:
name: Linux_Nightly_ICC
vmImage: ubuntu-20.04
dependsOn: [git_commit, linting]
condition: |
and(
succeeded(),
not(contains(dependencies['git_commit']['outputs']['commit.message'], '[ci skip]')),
or(eq(variables['Build.Reason'], 'Schedule'),
contains(dependencies['git_commit']['outputs']['commit.message'], '[icc-build]')
)
)
matrix:
pylatest_conda_forge_mkl:
DISTRIB: 'conda'
CONDA_CHANNEL: 'conda-forge'
PYTHON_VERSION: '*'
BLAS: 'mkl'
COVERAGE: 'false'
BUILD_WITH_ICC: 'true'
- template: build_tools/azure/posix-docker.yml
parameters:
name: Linux_Nightly_PyPy
vmImage: ubuntu-20.04
dependsOn: [linting, git_commit]
condition: |
and(
succeeded(),
not(contains(dependencies['git_commit']['outputs']['commit.message'], '[ci skip]')),
or(
eq(variables['Build.Reason'], 'Schedule'),
contains(dependencies['git_commit']['outputs']['commit.message'], '[pypy]')
)
)
matrix:
pypy3:
DISTRIB: 'conda-mamba-pypy3'
DOCKER_CONTAINER: 'condaforge/mambaforge-pypy3:4.10.3-5'
PILLOW_VERSION: 'none'
PANDAS_VERSION: 'none'
CREATE_ISSUE_ON_TRACKER: 'true'
# Will run all the time regardless of linting outcome.
- template: build_tools/azure/posix.yml
parameters:
name: Linux_Runs
vmImage: ubuntu-20.04
dependsOn: [git_commit]
condition: |
and(
succeeded(),
not(contains(dependencies['git_commit']['outputs']['commit.message'], '[ci skip]'))
)
matrix:
pylatest_conda_forge_mkl:
DISTRIB: 'conda'
CONDA_CHANNEL: 'conda-forge'
PYTHON_VERSION: '*'
BLAS: 'mkl'
COVERAGE: 'true'
SHOW_SHORT_SUMMARY: 'true'
# Check compilation with Ubuntu bionic 18.04 LTS and scipy from conda-forge
- template: build_tools/azure/posix.yml
parameters:
name: Ubuntu_Bionic
vmImage: ubuntu-18.04
dependsOn: [git_commit, linting]
condition: |
and(
succeeded(),
not(contains(dependencies['git_commit']['outputs']['commit.message'], '[ci skip]')),
ne(variables['Build.Reason'], 'Schedule')
)
matrix:
py37_conda_forge_openblas_ubuntu_1804:
DISTRIB: 'conda'
CONDA_CHANNEL: 'conda-forge'
PYTHON_VERSION: '3.7'
BLAS: 'openblas'
COVERAGE: 'false'
BUILD_WITH_ICC: 'false'
- template: build_tools/azure/posix.yml
parameters:
name: Linux
vmImage: ubuntu-20.04
dependsOn: [linting, git_commit]
condition: |
and(
succeeded(),
not(contains(dependencies['git_commit']['outputs']['commit.message'], '[ci skip]')),
ne(variables['Build.Reason'], 'Schedule')
)
matrix:
# Linux environment to test that scikit-learn can be built against
# versions of numpy, scipy with ATLAS that comes with Ubuntu Focal 20.04
# i.e. numpy 1.17.4 and scipy 1.3.3
ubuntu_atlas:
DISTRIB: 'ubuntu'
JOBLIB_VERSION: 'min'
PANDAS_VERSION: 'none'
THREADPOOLCTL_VERSION: 'min'
COVERAGE: 'false'
# Linux + Python 3.7 build with OpenBLAS and without SITE_JOBLIB
py37_conda_defaults_openblas:
DISTRIB: 'conda'
CONDA_CHANNEL: 'defaults' # Anaconda main channel
PYTHON_VERSION: '3.7'
BLAS: 'openblas'
NUMPY_VERSION: 'min'
SCIPY_VERSION: 'min'
MATPLOTLIB_VERSION: 'min'
THREADPOOLCTL_VERSION: '2.2.0'
SKLEARN_ENABLE_DEBUG_CYTHON_DIRECTIVES: '1'
# Linux environment to test the latest available dependencies.
# It runs tests requiring lightgbm, pandas and PyAMG.
pylatest_pip_openblas_pandas:
DISTRIB: 'conda-pip-latest'
PYTHON_VERSION: '3.9'
CHECK_PYTEST_SOFT_DEPENDENCY: 'true'
TEST_DOCSTRINGS: 'true'
CHECK_WARNINGS: 'true'
- template: build_tools/azure/posix-docker.yml
parameters:
name: Linux_Docker
vmImage: ubuntu-20.04
dependsOn: [linting, git_commit]
condition: |
and(
succeeded(),
not(contains(dependencies['git_commit']['outputs']['commit.message'], '[ci skip]')),
ne(variables['Build.Reason'], 'Schedule')
)
matrix:
debian_atlas_32bit:
DISTRIB: 'debian-32'
DOCKER_CONTAINER: 'i386/debian:10.9'
JOBLIB_VERSION: 'min'
# disable pytest xdist due to unknown bug with 32-bit container
PYTEST_XDIST_VERSION: 'none'
PYTEST_VERSION: 'min'
THREADPOOLCTL_VERSION: '2.2.0'
- template: build_tools/azure/posix.yml
parameters:
name: macOS
vmImage: macOS-10.15
dependsOn: [linting, git_commit]
condition: |
and(
succeeded(),
not(contains(dependencies['git_commit']['outputs']['commit.message'], '[ci skip]')),
ne(variables['Build.Reason'], 'Schedule')
)
matrix:
pylatest_conda_forge_mkl:
DISTRIB: 'conda'
BLAS: 'mkl'
CONDA_CHANNEL: 'conda-forge'
CPU_COUNT: '3'
pylatest_conda_mkl_no_openmp:
DISTRIB: 'conda'
BLAS: 'mkl'
SKLEARN_TEST_NO_OPENMP: 'true'
SKLEARN_SKIP_OPENMP_TEST: 'true'
CPU_COUNT: '3'
- template: build_tools/azure/windows.yml
parameters:
name: Windows
vmImage: windows-latest
dependsOn: [linting, git_commit]
condition: |
and(
succeeded(),
not(contains(dependencies['git_commit']['outputs']['commit.message'], '[ci skip]')),
ne(variables['Build.Reason'], 'Schedule')
)
matrix:
py37_conda_forge_mkl:
DISTRIB: 'conda'
CONDA_CHANNEL: 'conda-forge'
PYTHON_VERSION: '3.7'
CHECK_WARNINGS: 'true'
PYTHON_ARCH: '64'
PYTEST_VERSION: '*'
COVERAGE: 'true'
# Temporary fix for setuptools to use disutils from standard lib
# https://github.com/numpy/numpy/issues/17216
SETUPTOOLS_USE_DISTUTILS: 'stdlib'
py37_pip_openblas_32bit:
PYTHON_VERSION: '3.7'
PYTHON_ARCH: '32'