azure-pipelines.yml

# 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: python build_tools/azure/get_commit_message.py
      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==0.961 black==22.3.0
      displayName: Install linters
    - bash: |
        black --check --diff .
      displayName: Run black
    - bash: |
        ./build_tools/azure/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'
        LOCK_FILE: './build_tools/azure/pylatest_pip_scipy_dev_linux-64_conda.lock'
        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'

- template: build_tools/azure/posix.yml
  # Experimental CPython branch without the Global Interpreter Lock:
  # https://github.com/colesbury/nogil/
  #
  # The nogil build relies on a dedicated PyPI-style index to install patched
  # versions of NumPy, SciPy and Cython maintained by @colesbury and that
  # include specifc fixes to make them run correctly without relying on the GIL.
  #
  # The goal of this CI entry is to make sure that we do not introduce any
  # dependency on the GIL in scikit-learn itself. An auxiliary goal is to early
  # detect any regression in the patched build dependencies to report them
  # upstream. The long-term goal is to be able to stop having to maintain
  # multiprocessing based workaround / hacks in joblib / loky to make multi-CPU
  # computing in scikit-learn efficient by default using regular threads.
  #
  # If this experimental entry becomes too unstable, feel free to disable it.
  parameters:
    name: Linux_nogil
    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'], '[nogil]'
          )
        )
      )
    matrix:
      pylatest_pip_nogil:
        DISTRIB: 'pip-nogil'
        LOCK_FILE: './build_tools/azure/python_nogil_lock.txt'
        COVERAGE: 'false'

# 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'
        LOCK_FILE: 'build_tools/azure/pylatest_conda_forge_mkl_no_coverage_linux-64_conda.lock'
        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:
        DOCKER_CONTAINER: 'condaforge/miniforge3:4.10.3-5'
        DISTRIB: 'conda-pypy3'
        LOCK_FILE: './build_tools/azure/pypy3_linux-64_conda.lock'

# 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'
        LOCK_FILE: './build_tools/azure/pylatest_conda_forge_mkl_linux-64_conda.lock'
        COVERAGE: 'true'
        SHOW_SHORT_SUMMARY: 'true'
        SKLEARN_TESTS_GLOBAL_RANDOM_SEED: '42'  # default global random seed

# Check compilation with Ubuntu 22.04 LTS (Jammy Jellyfish) and scipy from conda-forge
- template: build_tools/azure/posix.yml
  parameters:
    name: Ubuntu_Jammy_Jellyfish
    vmImage: ubuntu-22.04
    dependsOn: [git_commit, linting]
    condition: |
      and(
        succeeded(),
        not(contains(dependencies['git_commit']['outputs']['commit.message'], '[ci skip]'))
      )
    matrix:
      py38_conda_forge_openblas_ubuntu_2204:
        DISTRIB: 'conda'
        LOCK_FILE: './build_tools/azure/py38_conda_forge_openblas_ubuntu_2204_linux-64_conda.lock'
        COVERAGE: 'false'
        BUILD_WITH_ICC: 'false'
        SKLEARN_TESTS_GLOBAL_RANDOM_SEED: '0'  # non-default seed

- 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]'))
      )
    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'
        LOCK_FILE: './build_tools/azure/ubuntu_atlas_lock.txt'
        COVERAGE: 'false'
        SKLEARN_TESTS_GLOBAL_RANDOM_SEED: '1'  # non-default seed
      # Linux + Python 3.8 build with OpenBLAS
      py38_conda_defaults_openblas:
        DISTRIB: 'conda'
        LOCK_FILE: './build_tools/azure/py38_conda_defaults_openblas_linux-64_conda.lock'
        SKLEARN_ENABLE_DEBUG_CYTHON_DIRECTIVES: '1'
        SKLEARN_RUN_FLOAT32_TESTS: '1'
        SKLEARN_TESTS_GLOBAL_RANDOM_SEED: '2'  # non-default seed
      # Linux environment to test the latest available dependencies.
      # It runs tests requiring lightgbm, pandas and PyAMG.
      pylatest_pip_openblas_pandas:
        DISTRIB: 'conda-pip-latest'
        LOCK_FILE: './build_tools/azure/pylatest_pip_openblas_pandas_linux-64_conda.lock'
        CHECK_PYTEST_SOFT_DEPENDENCY: 'true'
        TEST_DOCSTRINGS: 'true'
        CHECK_WARNINGS: 'true'
        SKLEARN_TESTS_GLOBAL_RANDOM_SEED: '3'  # non-default seed

- 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]'))
      )
    matrix:
      debian_atlas_32bit:
        DOCKER_CONTAINER: 'i386/debian:11.2'
        DISTRIB: 'debian-32'
        LOCK_FILE: './build_tools/azure/debian_atlas_32bit_lock.txt'
        # disable pytest xdist due to unknown bug with 32-bit container
        PYTEST_XDIST_VERSION: 'none'
        SKLEARN_TESTS_GLOBAL_RANDOM_SEED: '4'  # non-default seed

- template: build_tools/azure/posix.yml
  parameters:
    name: macOS
    vmImage: macOS-11
    dependsOn: [linting, git_commit]
    condition: |
      and(
        succeeded(),
        not(contains(dependencies['git_commit']['outputs']['commit.message'], '[ci skip]'))
      )
    matrix:
      pylatest_conda_forge_mkl:
        DISTRIB: 'conda'
        LOCK_FILE: './build_tools/azure/pylatest_conda_forge_mkl_osx-64_conda.lock'
        SKLEARN_TESTS_GLOBAL_RANDOM_SEED: '5'  # non-default seed
      pylatest_conda_mkl_no_openmp:
        DISTRIB: 'conda'
        LOCK_FILE: './build_tools/azure/pylatest_conda_mkl_no_openmp_osx-64_conda.lock'
        SKLEARN_TEST_NO_OPENMP: 'true'
        SKLEARN_SKIP_OPENMP_TEST: 'true'
        SKLEARN_TESTS_GLOBAL_RANDOM_SEED: '6'  # non-default seed

- 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]'))
      )
    matrix:
      py38_conda_forge_mkl:
        DISTRIB: 'conda'
        LOCK_FILE: ./build_tools/azure/py38_conda_forge_mkl_win-64_conda.lock
        CHECK_WARNINGS: 'true'
        COVERAGE: 'true'
        SKLEARN_TESTS_GLOBAL_RANDOM_SEED: '7'  # non-default seed
      py38_pip_openblas_32bit:
        DISTRIB: 'pip-windows'
        PYTHON_VERSION: '3.8'
        PYTHON_ARCH: '32'
        LOCK_FILE: ./build_tools/azure/py38_pip_openblas_32bit_lock.txt
        SKLEARN_TESTS_GLOBAL_RANDOM_SEED: '8'  # non-default seed