nni/pipelines/fast-test.yml

# To reduce debug cost, steps are sorted differently on each platform,
# so that a bug in any module will cause at least one platform to fail quickly.

jobs:
- job: ubuntu_latest
  pool:
    vmImage: ubuntu-latest

  # This platform tests lint and doc first.

  steps:
  - task: UsePythonVersion@0
    inputs:
      versionSpec: 3.8
    displayName: Configure Python version

  - script: |
      set -e
      python -m pip install --upgrade pip setuptools
      python -m pip install pytest coverage
      python -m pip install pylint flake8
      echo "##vso[task.setvariable variable=PATH]${HOME}/.local/bin:${PATH}"
    displayName: Install Python tools

  - script: |
      python setup.py develop
    displayName: Install NNI

  - script: |
      set -e
      cd ts/nni_manager
      yarn eslint
      cd ../webui
      yarn eslint
    displayName: ESLint

  # FIXME: temporarily fixed to pytorch 1.6 as 1.7 won't work with compression

  - script: |
      set -e
      sudo apt-get install -y pandoc
      python -m pip install --upgrade pygments
      python -m pip install "torch==1.6.0+cpu" "torchvision==0.7.0+cpu" -f https://download.pytorch.org/whl/torch_stable.html
      python -m pip install tensorflow
      python -m pip install gym onnx peewee thop graphviz
      python -m pip install sphinx==3.3.1 sphinx-argparse==0.2.5 sphinx-rtd-theme==0.4.2 sphinxcontrib-websupport==1.1.0 nbsphinx
      sudo apt-get remove swig -y
      sudo apt-get install swig3.0 -y
      sudo ln -s /usr/bin/swig3.0 /usr/bin/swig
      python -m pip install -e .[SMAC,BOHB]
    displayName: Install extra dependencies

  - script: |
      set -e
      python -m pylint --rcfile pylintrc nni
      python -m flake8 nni --count --select=E9,F63,F72,F82 --show-source --statistics
      EXCLUDES=examples/trials/mnist-nas/*/mnist*.py,examples/trials/nas_cifar10/src/cifar10/general_child.py
      python -m flake8 examples --count --exclude=$EXCLUDES --select=E9,F63,F72,F82 --show-source --statistics
    displayName: pylint and flake8

  - script: |
      cd docs/en_US
      sphinx-build -M html . _build -W --keep-going -T
    displayName: Check Sphinx documentation

  - script: |
      set -e
      cd test
      python -m pytest ut --ignore=ut/sdk/test_pruners.py \
        --ignore=ut/sdk/test_compressor_tf.py \
        --ignore=ut/sdk/test_compressor_torch.py
      python -m pytest ut/sdk/test_pruners.py
      python -m pytest ut/sdk/test_compressor_tf.py
      python -m pytest ut/sdk/test_compressor_torch.py
    displayName: Python unit test

  - script: |
      set -e
      cd ts/nni_manager
      yarn test
      cd ../nasui
      CI=true yarn test
    displayName: TypeScript unit test

  - script: |
      cd test
      python nni_test/nnitest/run_tests.py --config config/pr_tests.yml
    displayName: Simple integration test


- job: ubuntu_legacy
  pool:
    vmImage: ubuntu-18.04

  # This platform runs integration test first.

  steps:
  - task: UsePythonVersion@0
    inputs:
      versionSpec: 3.6
    displayName: Configure Python version

  - script: |
      set -e
      python -m pip install --upgrade pip setuptools
      python -m pip install pytest coverage
      echo "##vso[task.setvariable variable=PATH]${HOME}/.local/bin:${PATH}"
    displayName: Install Python tools

  - script: |
      python setup.py develop
    displayName: Install NNI

  - script: |
      set -e
      python -m pip install torch==1.5.0+cpu torchvision==0.6.0+cpu -f https://download.pytorch.org/whl/torch_stable.html
      python -m pip install tensorflow==1.15.4
      python -m pip install keras==2.1.6
      python -m pip install gym onnx peewee
      sudo apt-get install swig -y
      python -m pip install -e .[SMAC,BOHB]
    displayName: Install extra dependencies

  - script: |
      cd test
      python nni_test/nnitest/run_tests.py --config config/pr_tests.yml
    displayName: Simple integration test

  - script: |
      cd test
      python -m pytest ut
    displayName: Python unit test

  - script: |
      set -e
      cd ts/nni_manager
      yarn test
      cd ../nasui
      CI=true yarn test
    displayName: TypeScript unit test


- job: macos
  pool:
    vmImage: macOS-10.15

  # This platform runs TypeScript unit test first.

  steps:
  - task: UsePythonVersion@0
    inputs:
      versionSpec: 3.8
    displayName: Configure Python version

  - script: |
      set -e
      echo "##vso[task.setvariable variable=PATH]${PATH}:${HOME}/.local/bin"
      python -m pip install --upgrade pip setuptools wheel
      python -m pip install pytest coverage
    displayName: Install Python tools

  - script: |
      python setup.py develop
    displayName: Install NNI

  - script: |
      set -e
      export CI=true
      (cd ts/nni_manager && yarn test)
      (cd ts/nasui && yarn test)
    displayName: TypeScript unit test

  - script: |
      set -e
      # pytorch Mac binary does not support CUDA, default is cpu version
      python -m pip install torchvision==0.6.0 torch==1.5.0
      python -m pip install tensorflow==2.3.1
      brew install swig@3
      rm -f /usr/local/bin/swig
      ln -s /usr/local/opt/swig\@3/bin/swig /usr/local/bin/swig
      python -m pip install -e .[SMAC]
    displayName: Install extra dependencies

  - script: |
      cd test
      python -m pytest ut
    displayName: Python unit test

  - script: |
      cd test
      python nni_test/nnitest/run_tests.py --config config/pr_tests.yml
    displayName: Simple integration test


# FIXME: Windows UT is still under debugging

- job: windows
  pool:
    vmImage: windows-2019

  # This platform runs Python unit test first.

  steps:
  - task: UsePythonVersion@0
    inputs:
      versionSpec: 3.8
    displayName: Configure Python version

  - script: |
      python -m pip install --upgrade pip setuptools
      python -m pip install pytest coverage
    displayName: Install Python tools

  - script: |
      python setup.py develop --no-user
    displayName: Install NNI

  - script: |
      python -m pip install scikit-learn==0.23.2
      python -m pip install torch==1.5.0+cpu torchvision==0.6.0+cpu -f https://download.pytorch.org/whl/torch_stable.html
      python -m pip install tensorflow==2.3.1
    displayName: Install extra dependencies

  - script: |
      cd test
      python -m pytest ut
    displayName: Python unit test

  - script: |
      cd ts/nni_manager
      yarn test
    displayName: TypeScript unit test

  - script: |
      cd test
      python nni_test/nnitest/run_tests.py --config config/pr_tests.yml
    displayName: Simple integration test


trigger:
  branches:
    exclude: [ l10n_master ]