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diff --git a/.github/workflows/tox.yml b/.github/workflows/tox.yml
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+# This workflow will install dependencies and run tests/linters with a matrix of tox environments.
+
+name: CI
+
+on:
+  push:
+    branches:
+    - master
+    tags:
+    - '**'
+  pull_request:
+    branches:
+    - '**'
+
+jobs:
+  test:
+
+    runs-on: ubuntu-latest
+    strategy:
+      fail-fast: false
+      max-parallel: 4
+      matrix:
+        tox-env: [py37, py38, py39, py310, pypy37, pypy38, pypy39, pygments]
+        include:
+          - tox-env: py37
+            python-version: '3.7'
+          - tox-env: py38
+            python-version: '3.8'
+          - tox-env: py39
+            python-version: '3.9'
+          - tox-env: py310
+            python-version: '3.10'
+          - tox-env: pypy37
+            python-version: pypy-3.7
+          - tox-env: pypy38
+            python-version: pypy-3.8
+          - tox-env: pypy39
+            python-version: pypy-3.9
+          - tox-env: pygments
+            python-version: '3.7'
+
+    env:
+      TOXENV: ${{ matrix.tox-env }}
+
+    steps:
+    - uses: actions/checkout@v2
+    - name: Setup Python ${{ matrix.python-version }}
+      uses: actions/setup-python@v3
+      with:
+        python-version: ${{ matrix.python-version }}
+    - name: Install dependencies
+      run: |
+        sudo apt-get install libtidy-dev
+        python -m pip install --upgrade pip tox coverage codecov
+    - name: Run tox
+      run: python -m tox
+    - name: Upload Results
+      if: success()
+      uses: codecov/codecov-action@v1
+      with:
+        file: ./coverage.xml
+        flags: unittests
+        name: ${{ matrix.tox-env }}
+        fail_ci_if_error: false
+
+  lint:
+    runs-on: ubuntu-latest
+    strategy:
+      fail-fast: false
+      max-parallel: 4
+      matrix:
+        tox-env: [flake8, pep517check, checkspelling]
+
+    env:
+      TOXENV: ${{ matrix.tox-env }}
+
+    steps:
+    - uses: actions/checkout@v2
+    - name: Setup Python
+      uses: actions/setup-python@v2
+      with:
+        python-version: 3.7
+    - name: Install dependencies
+      run: |
+        python -m pip install --upgrade pip tox
+        if [[ "$TOXENV" == 'checkspelling' ]]; then sudo apt-get install aspell aspell-en; fi
+    - name: Run tox
+      run: python -m tox