Refactoring, ruff, black, cmake

.github/workflows/black-ruff.yml

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+name: Black + Ruff Format Checker
+on: [push, pull_request]
+jobs:
+  black-format-check:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v2
+      - uses: psf/black@stable
+        with:
+          options: "--diff --check"
+          src: "."
+  ruff-format-check:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v3
+      - uses: chartboost/ruff-action@v1

.github/workflows/check-urls.yml

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+name: Check URLs
+
+on:
+  pull_request:
+    branches: [main]
+  schedule:
+    #        ┌───────────── minute (0 - 59)
+    #        │  ┌───────────── hour (0 - 23)
+    #        │  │ ┌───────────── day of the month (1 - 31)
+    #        │  │ │ ┌───────────── month (1 - 12 or JAN-DEC)
+    #        │  │ │ │ ┌───────────── day of the week (0 - 6 or SUN-SAT)
+    #        │  │ │ │ │
+    #        │  │ │ │ │
+    #        │  │ │ │ │
+    #        *  * * * *
+    - cron: '30 1 * * 0'
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+
+    steps:
+    - uses: actions/checkout@v3
+
+    - name: urls-checker-code
+      uses: urlstechie/urlchecker-action@master
+      with:
+        subfolder: mlinsights
+        file_types: .md,.py,.rst,.ipynb
+        print_all: false
+        timeout: 2
+        retry_count# : 2
+        exclude_urls: https://github.com/microsoft/onnxruntime/blob/
+        exclude_patterns: https://github.com/microsoft/onnxruntime/blob/
+        # force_pass : true
+
+    - name: urls-checker-docs
+      uses: urlstechie/urlchecker-action@master
+      with:
+        subfolder: _doc
+        file_types: .md,.py,.rst,.ipynb
+        print_all: false
+        timeout: 2
+        retry_count# : 2
+        exclude_urls: 64,14: https://github.com/Kitware/CMake/releases/download/v${cmake_version}/cmake-$,https://developer.download.nvidia.com/compute/cuda/$
+        exclude_patterns: https://www.data.gouv.fr/fr/datasets/r/e3d83ab3-dc52-4c99-abaf-8a38050cc68c,https://dev.azure.com/
+        # force_pass : true

.github/workflows/clang.yml

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+name: Clang Format Checker
+on: [push]
+jobs:
+  clang-format-checking:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v2
+      - uses: RafikFarhad/clang-format-github-action@v3
+        with:
+          sources: "src/**/*.h,src/**/*.c,test/**/*.c"

.github/workflows/cmakelint.yml

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+name: Cmake Format Checker
+
+on: [push]
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+
+    steps:
+    - name: Checkout repository
+      uses: actions/checkout@v2
+
+    - name: Format CMake files
+      id: cmake-format
+      uses: PuneetMatharu/cmake-format-lint-action@v1.0.0
+      with:
+        args: --check
+
+    - name: Commit changes
+      uses: stefanzweifel/git-auto-commit-action@v4
+      with:
+        commit_user_name: cmake-format-bot
+        commit_message: 'Automated commit of cmake-format changes.'

.github/workflows/documentation.yml

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+name: Documentation and Code Coverage
+
+on:
+  push:
+  pull_request:
+    types:
+      - closed
+    branches:
+      - main
+
+jobs:
+  run:
+    name: Build documentation on ${{ matrix.os }}
+    runs-on: ${{ matrix.os }}
+    strategy:
+      matrix:
+        os: [ubuntu-latest]
+
+    steps:
+      - uses: actions/checkout@v3
+
+      - uses: actions/setup-python@v4
+        with:
+          python-version: '3.11'
+
+      - uses: tlylt/install-graphviz@v1
+
+      - name: Install pandoc
+        run: sudo apt-get install -y pandoc
+
+      - name: Install requirements
+        run: python -m pip install -r requirements.txt
+
+      - name: Install requirements dev
+        run: python -m pip install -r requirements-dev.txt
+
+      - name: Cache pip
+        uses: actions/cache@v2
+        with:
+          path: ~/.cache/pip
+          key: ${{ runner.os }}-pip-${{ hashFiles('requirements-dev.txt') }}
+          restore-keys: |
+            ${{ runner.os }}-pip-
+            ${{ runner.os }}-
+
+      - name: Build
+        run: python setup.py build_ext --inplace
+
+      - name: Generate coverage report
+        run: |
+          pip install pytest
+          pip install pytest-cov
+          export PYTHONPATH=.
+          pytest --cov=./mlinsights/ --cov-report=xml --durations=10 --ignore-glob=**LONG*.py --ignore-glob=**notebook*.py
+          export PYTHONPATH=
+
+      - name: Upload coverage reports to Codecov
+        uses: codecov/codecov-action@v3
+        env:
+          CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
+
+      - name: Install
+        run: python setup.py install
+
+      - name: Copy license, changelogs
+        run: |
+          cp LICENSE* ./_doc
+          cp CHANGELOGS* ./_doc
+
+      - name: Documentation
+        run: python -m sphinx ./_doc ./dist/html -n -w doc.txt
+
+      - name: Summary
+        run: cat doc.txt
+
+      - name: Check for errors and warnings
+        run: |
+          if [[ $(grep ERROR doc.txt | grep -v 'validation.cuda') ]]; then
+            echo "Documentation produces errors."
+            grep ERROR doc.txt | grep -v 'validation.cuda'
+            exit 1
+          fi
+          if [[ $(grep WARNING doc.txt | grep -v 'validation.cuda') ]]; then
+            echo "Documentation produces warnings."
+            grep WARNING doc.txt | grep -v 'validation.cuda'
+            exit 1
+          fi
+
+      - uses: actions/upload-artifact@v3
+        with:
+          path: ./dist/html/**

.github/workflows/rstcheck.yml

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+name: RST Check
+
+on: [push, pull_request]
+
+jobs:
+  build_wheels:
+    name: rstcheck ${{ matrix.os }}
+    runs-on: ${{ matrix.os }}
+    strategy:
+      matrix:
+        os: [ubuntu-latest]
+
+    steps:
+      - uses: actions/checkout@v3
+
+      # Used to host cibuildwheel
+      - uses: actions/setup-python@v4
+        with:
+          python-version: '3.11'
+
+      - name: Install requirements
+        run: python -m pip install -r requirements.txt
+
+      - name: Install rstcheck
+        run: python -m pip install sphinx tomli rstcheck[toml,sphinx]
+
+      - name: rstcheck
+        run: rstcheck -r _doc mlinsights

.github/workflows/wheels-linux.yml

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+name: Build Wheel Linux
+
+on:
+  push:
+    branches:
+      - main
+      - 'releases/**'
+
+jobs:
+  build_wheels:
+    name: Build wheels on ${{ matrix.os }}
+    runs-on: ${{ matrix.os }}
+    strategy:
+      matrix:
+        os: [ubuntu-latest]
+
+    steps:
+      - uses: actions/checkout@v3
+
+      # Used to host cibuildwheel
+      - uses: actions/setup-python@v4
+        with:
+          python-version: '3.10'
+
+      - name: Install cibuildwheel
+        run: python -m pip install cibuildwheel
+
+      - name: python version
+        run: python -V
+
+      - name: Build wheels
+        run: python -m cibuildwheel --output-dir wheelhouse
+        # to supply options, put them in 'env', like:
+        #env:
+        #  # CIBW_BUILD: "cp310* cp311*"
+        #  CIBW_SKIP: cp36-* cp37-* cp38-* cp39-*
+
+      - uses: actions/upload-artifact@v3
+        with:
+          path: ./wheelhouse/*.whl