Build.yml

# This is a basic workflow to help you get started with Actions

name: Build

# Controls when the workflow will run
on:
  # Triggers the workflow on push or pull request events but only for the "master" branch
  push:
    branches: ["master"]
  pull_request:
    branches: ["master"]

# A workflow run is made up of one or more jobs that can run sequentially or in parallel
jobs:
  # job to build CEM on python 3.6.
  build-cem-on-py36:
    # The type of runner that the job will run on
    runs-on: "${{ matrix.os }}"
    strategy:
      matrix:
        #os: [ubuntu-18.04, ubuntu-latest, macos-latest, windows-latest]
        os: [ubuntu-20.04, macos-latest, windows-latest]
        python-version: ["3.6"]

    # Steps represent a sequence of tasks that will be executed as part of the job
    steps:
      - name: Step 1 - checkout aix360 repository
        uses: actions/checkout@v3

      - name: Step 2 - set up python version
        uses: actions/setup-python@v4
        with:
          python-version: "${{ matrix.python-version }}"

      - name: Step 3 - upgrade setuptools
        run: pip3 install pytest nbmake wheel --upgrade setuptools

      - name: Step 4 - Install aix360 with contrastive (CEM)
        run: pip3 install .[contrastive]

#       - name: Step 5 - Test CEM MAF
#         run: python ./tests/contrastive/test_CEM_MAF.py

      - name: Step 6 - Test CEM
        run: python ./tests/contrastive/test_CEM.py

  # job to build default: ted algorithm on python 3.10.
  build-ted-on-py310:
    # The type of runner that the job will run on
    runs-on: "${{ matrix.os }}"
    strategy:
      matrix:
        #os: [ubuntu-18.04, ubuntu-latest, macos-latest, windows-latest]
        os: [ubuntu-20.04, macos-latest, windows-latest]
        python-version: ["3.10"]

    # Steps represent a sequence of tasks that will be executed as part of the job
    steps:
      - name: Step 1 - checkout aix360 repository
        uses: actions/checkout@v3

      - name: Step 2 - set up python version
        uses: actions/setup-python@v4
        with:
          python-version: "${{ matrix.python-version }}"

      - name: Step 3 - upgrade setuptools
        run: pip3 install pytest nbmake wheel --upgrade setuptools

      - name: Step 4 - Install aix360. (Default installs ted algorithm related dependencies)
        run: pip3 install .

      - name: Step 5 - Test TED
        run: python ./tests/ted/test_TED_Cartesian.py

  # job to build default: ted algorithm on python 3.10.
  build-rule_induction-on-py310:
    # The type of runner that the job will run on
    runs-on: "${{ matrix.os }}"
    strategy:
      matrix:
        #os: [ubuntu-18.04, ubuntu-latest, macos-latest, windows-latest]
        os: [ubuntu-20.04, macos-latest, windows-latest]
        python-version: ["3.10"]

    # Steps represent a sequence of tasks that will be executed as part of the job
    steps:
      - name: Step 1 - checkout aix360 repository
        uses: actions/checkout@v3

      - name: Step 2 - set up python version
        uses: actions/setup-python@v4
        with:
          python-version: "${{ matrix.python-version }}"

      - name: Step 3 - upgrade setuptools
        run: pip3 install pytest nbmake wheel --upgrade setuptools

      - name: Step 4 - Install aix360. (Default installs ted algorithm related dependencies)
        run: pip3 install .[rule_induction]

      - name: Step 5 - Test rule_induction
        run: python -m unittest discover -s ./tests/rule_induction


  # job to build matching algorithm on python 3.10.
  build-matching-on-py310:
    # The type of runner that the job will run on
    runs-on: "${{ matrix.os }}"
    strategy:
      matrix:
        #os: [ubuntu-18.04, ubuntu-latest, macos-latest, windows-latest]
        os: [ubuntu-20.04, macos-latest, windows-latest]
        python-version: ["3.10"]

    # Steps represent a sequence of tasks that will be executed as part of the job
    steps:
      - name: Step 1 - checkout aix360 repository
        uses: actions/checkout@v3

      - name: Step 2 - set up python version
        uses: actions/setup-python@v4
        with:
          python-version: "${{ matrix.python-version }}"

      - name: Step 3 - upgrade setuptools
        run: pip3 install pytest nbmake wheel --upgrade setuptools

      - name: Step 4 - Install matching algorithm related dependencies
        run: pip3 install .[matching]

      - name: Step 5 - Test Matching Explainer
        run: python ./tests/matching/test_order_constraints.py

  # job to build dipvae algorithm on python 3.10.
  build-dipvae-on-py310:
    # The type of runner that the job will run on
    runs-on: "${{ matrix.os }}"
    strategy:
      matrix:
        #os: [ubuntu-18.04, ubuntu-latest, macos-latest, windows-latest]
        os: [ubuntu-20.04, macos-latest, windows-latest]
        python-version: ["3.10"]

    # Steps represent a sequence of tasks that will be executed as part of the job
    steps:
      - name: Step 1 - checkout aix360 repository
        uses: actions/checkout@v3

      - name: Step 2 - set up python version
        uses: actions/setup-python@v4
        with:
          python-version: "${{ matrix.python-version }}"

      - name: Step 3 - upgrade setuptools
        run: pip3 install pytest nbmake wheel --upgrade setuptools

      - name: Step 4 - Install aix360 with dipvae algorithm related dependencies
        run: pip3 install .[dipvae]

      - name: Step 5 - Test DIPVAE
        run: python ./tests/dipvae/test_DIPVAE.py

  # job to build cofrnet algorithm on python 3.10.
  build-cofrnet-on-py310:
    # The type of runner that the job will run on
    runs-on: "${{ matrix.os }}"
    strategy:
      matrix:
        #os: [ubuntu-18.04, ubuntu-latest, macos-latest, windows-latest]
        os: [ubuntu-20.04, macos-latest, windows-latest]
        python-version: ["3.10"]

    # Steps represent a sequence of tasks that will be executed as part of the job
    steps:
      - name: Step 1 - checkout aix360 repository
        uses: actions/checkout@v3

      - name: Step 2 - set up python version
        uses: actions/setup-python@v4
        with:
          python-version: "${{ matrix.python-version }}"

      - name: Step 3 - upgrade setuptools
        run: pip3 install pytest nbmake wheel --upgrade setuptools

      - name: Step 4 - Install aix360 with cofrnet algorithm related dependencies
        run: pip3 install .[cofrnet]

      - name: Step 5 - Test CoFrNet
        run: python ./tests/cofrnet/cofrnet_test.py

      - name: Step 6 - Test CoFrNet Notebook
        run: pytest --nbmake ./examples/cofrnet/cofrnet_example.ipynb

  # job to build protodash algorithm on python 3.10.
  build-protodash-on-py310:
    # The type of runner that the job will run on
    runs-on: "${{ matrix.os }}"
    strategy:
      matrix:
        #os: [ubuntu-18.04, ubuntu-latest, macos-latest, windows-latest]
        os: [ubuntu-20.04, macos-latest, windows-latest]
        python-version: ["3.10"]

    # Steps represent a sequence of tasks that will be executed as part of the job
    steps:
      - name: Step 1 - checkout aix360 repository
        uses: actions/checkout@v3

      - name: Step 2 - set up python version
        uses: actions/setup-python@v4
        with:
          python-version: "${{ matrix.python-version }}"

      - name: Step 3 - upgrade setuptools
        run: pip3 install pytest nbmake wheel --upgrade setuptools

      - name: Step 4 - Install aix360 with protodash algorithm related dependencies
        run: pip3 install .[protodash]

      - name: Step 5 - Test Protodash
        run: python ./tests/protodash/test_PDASH.py

  # job to build rbm algorithm on python 3.10.
  build-rbm-on-py310:
    # The type of runner that the job will run on
    runs-on: "${{ matrix.os }}"
    strategy:
      matrix:
        #os: [ubuntu-18.04, ubuntu-latest, macos-latest, windows-latest]
        os: [ubuntu-20.04, macos-latest, windows-latest]
        python-version: ["3.10"]

    # Steps represent a sequence of tasks that will be executed as part of the job
    steps:
      - name: Step 1 - checkout aix360 repository
        uses: actions/checkout@v3

      - name: Step 2 - set up python version
        uses: actions/setup-python@v4
        with:
          python-version: "${{ matrix.python-version }}"

      - name: Step 3 - upgrade setuptools
        run: pip3 install pytest nbmake wheel --upgrade setuptools

      - name: Step 4 - Install aix360 with rbm algorithm related dependencies
        run: pip3 install .[rbm]

      - name: Step 5 - Test BRCG
        run: python ./tests/rbm/test_Boolean_Rule_CG.py

      - name: Step 6 - Test Linear Rule Regression
        run: python ./tests/rbm/test_Linear_Rule_Regression.py

      - name: Step 7 - Test Logistic Rule Regression
        run: python ./tests/rbm/test_Logistic_Rule_Regression.py

  # job to build nncontrastive algorithm on python 3.10.
  build-nncontrastive-on-py310:
    # The type of runner that the job will run on
    runs-on: "${{ matrix.os }}"
    strategy:
      matrix:
        os: [ubuntu-20.04, macos-latest, windows-latest]
        python-version: ["3.10"]

    # Steps represent a sequence of tasks that will be executed as part of the job
    steps:
      - name: Step 1 - checkout aix360 repository
        uses: actions/checkout@v3

      - name: Step 2 - set up python version
        uses: actions/setup-python@v4
        with:
          python-version: "${{ matrix.python-version }}"

      - name: Step 3 - upgrade setuptools
        run: pip3 install pytest nbmake wheel --upgrade setuptools

      - name: Step 4 - Install aix360 with nncontrastive algorithm related dependencies
        run: pip3 install .[nncontrastive]

      - name: Step 5 - Test NearestNeighborContrastiveExplainer
        run: python ./tests/nncontrastive/test_nncontrastive.py

  # job to build tsice, tssaliency and tslime algorithms on python 3.10.
  build-tsice-tssaliency-tslime-on-py310:
    # The type of runner that the job will run on
    runs-on: "${{ matrix.os }}"
    strategy:
      matrix:
        os: [ubuntu-20.04, macos-latest, windows-latest]
        python-version: ["3.10"]

    # Steps represent a sequence of tasks that will be executed as part of the job
    steps:
      - name: Step 1 - checkout aix360 repository
        uses: actions/checkout@v3

      - name: Step 2 - set up python version
        uses: actions/setup-python@v4
        with:
          python-version: "${{ matrix.python-version }}"

      - name: Step 3 - upgrade setuptools
        run: pip3 install pytest nbmake wheel --upgrade setuptools

      - name: Step 4 - Install aix360 with tsice algorithm related dependencies
        run: pip3 install .[tsice]

      - name: Step 5 - Test TSICEExplainer
        run: python ./tests/tsice/test_tsice.py

      # tssaliency deps are already satisfied.
      - name: Step 6 - Test TSSaliencyExplainer
        run: python ./tests/tssaliency/test_tssaliency.py

      # tslime deps are already satisfied.
      - name: Step 7 - Test TSLimeExplainer
        run: python ./tests/tslime/test_tslime.py

  build-imd-on-py38-310:
    # The type of runner that the job will run on
    runs-on: "${{ matrix.os }}"
    strategy:
      fail-fast: false
      matrix:
        #        os: [ubuntu-18.04, ubuntu-latest, macos-latest, windows-latest]
        os: [ubuntu-20.04]
        python-version: ["3.10"]

    # Steps represent a sequence of tasks that will be executed as part of the job
    steps:
      - name: Step 1 - checkout aix360 repository
        uses: actions/checkout@v3

      - name: Step 2 - set up python version
        uses: actions/setup-python@v4
        with:
          python-version: "${{ matrix.python-version }}"

      - name: Step 3 - Install graphviz related things
        run: sudo apt-get install python3-dev graphviz libgraphviz-dev pkg-config

      - name: Step 4 - upgrade setuptools
        run: pip3 install pytest nbmake wheel --upgrade setuptools

      - name: Step 5 - Install aix360 with imd algorithm related dependencies
        run: pip3 install .[imd]

      - name: Step 5 - Test IMD
        run: python ./tests/imd/test_imd.py

      - name: Step 6 - Test IMD Notebook
        run: pytest --nbmake ./examples/imd/imd_example.ipynb

  build-imd-on-310-macos:
    # The type of runner that the job will run on
    runs-on: "${{ matrix.os }}"
    strategy:
      matrix:
        os: [macos-latest]
        python-version: ["3.10"]

    # Steps represent a sequence of tasks that will be executed as part of the job
    steps:
      - name: Step 1 - checkout aix360 repository
        uses: actions/checkout@v3

      - name: Step 2 - set up python version
        uses: actions/setup-python@v4
        with:
          python-version: "${{ matrix.python-version }}"

      - name: Step 3 - Install graphviz related things
        run: brew install graphviz

      - name: Step 4 - upgrade setuptools
        run: pip3 install pytest nbmake wheel --upgrade setuptools

      - name: Step 5 - Install aix360 with imd algorithm related dependencies
        run: pip3 install .[imd]

      - name: Step 5 - Test IMD
        run: python ./tests/imd/test_imd.py

      - name: Step 6 - Test IMD Notebook
        run: pytest --nbmake ./examples/imd/imd_example.ipynb

  build-ecertify-on-py38-310:
    # The type of runner that the job will run on
    runs-on: "${{ matrix.os }}"
    strategy:
      fail-fast: false
      matrix:
        #        os: [ubuntu-18.04, ubuntu-latest, macos-latest, windows-latest]
        os: [ubuntu-20.04, macos-latest, windows-latest]
        python-version: ["3.10"]

    # Steps represent a sequence of tasks that will be executed as part of the job
    steps:
      - name: Step 1 - checkout aix360 repository
        uses: actions/checkout@v3

      - name: Step 2 - set up python version
        uses: actions/setup-python@v4
        with:
          python-version: "${{ matrix.python-version }}"

      - name: Step 3 - upgrade setuptools
        run: pip3 install pytest nbmake wheel --upgrade setuptools

      - name: Step 4 - Install aix360 with ecertify algorithm related dependencies
        run: pip3 install .[ecertify]

      - name: Step 5 - Test Ecertify
        run: python ./tests/ecertify/test_ecertify.py

      - name: Step 6 - Test Ecertify Notebook
        run: pytest --nbmake ./examples/ecertify/certification_example_fico.ipynb

  # job to build groupedce algorithm on python 3.10.
  build-groupedce-on-py310:
    # The type of runner that the job will run on
    runs-on: "${{ matrix.os }}"
    strategy:
      matrix:
        os: [ubuntu-20.04, macos-latest, windows-latest]
        python-version: ["3.10"]

    # Steps represent a sequence of tasks that will be executed as part of the job
    steps:
      - name: Step 1 - checkout aix360 repository
        uses: actions/checkout@v3

      - name: Step 2 - set up python version
        uses: actions/setup-python@v4
        with:
          python-version: "${{ matrix.python-version }}"

      - name: Step 3 - upgrade setuptools
        run: pip3 install pytest nbmake wheel --upgrade setuptools

      - name: Step 4 - Install aix360 with groupedce algorithm related dependencies
        run: pip3 install .[gce]

      - name: Step 5 - Test GroupedCEExplainer
        run: python ./tests/gce/test_gce.py

  build-glance-on-py310:
    # The type of runner that the job will run on
    runs-on: "${{ matrix.os }}"
    strategy:
      matrix:
        #os: [ubuntu-18.04, ubuntu-latest, macos-latest, windows-latest]
        os: [ubuntu-20.04, macos-latest, windows-latest]
        python-version: ["3.10"]

    # Steps represent a sequence of tasks that will be executed as part of the job
    steps:
      - name: Step 1 - checkout aix360 repository
        uses: actions/checkout@v3

      - name: Step 2 - set up python version
        uses: actions/setup-python@v4
        with:
          python-version: "${{ matrix.python-version }}"

      - name: Step 3 - upgrade setuptools
        run: pip3 install pytest nbmake wheel --upgrade setuptools

      - name: Step 4 - Install aix360 with dipvae algorithm related dependencies
        run: pip3 install .[glance]

      - name: Step 5 - Test Base
        run: pytest ./tests/glance/test_base.py

      - name: Step 6 - Test Counterfactual Costs
        run: pytest ./tests/glance/test_counterfactual_costs.py

      - name: Step 7 - Test Counterfactual Tree
        run: pytest ./tests/glance/test_counterfactual_tree.py

      - name: Step 8 - Test Iterative Merges
        run: pytest ./tests/glance/test_iterative_merges.py

      - name: Step 9 - Test KMeans
        run: pytest ./tests/glance/test_KMeans.py

      - name: Step 10 - Test Local Cfs
        run: pytest ./tests/glance/test_local_cfs.py

      - name: Step 11 - Test Node
        run: pytest ./tests/glance/test_node.py

      - name: Step 12 - Test Phase2
        run: pytest ./tests/glance/test_phase2.py

      - name: Step 13 - Test Utils
        run: pytest ./tests/glance/test_utils.py