diff --git a/.github/workflows/test-package.yml b/.github/workflows/test-package.yml
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+# This workflow will install Python dependencies, run tests and lint with a single version of Python
+# For more information see: https://help.github.com/actions/language-and-framework-guides/using-python-with-github-actions
+
+name: Python application
+
+on:
+  push:
+    branches: [ master ]
+  pull_request:
+    branches: [ master ]
+
+jobs:
+  tests:
+    name: "Python ${{ matrix.python-version }}"
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        python-version: [3.6, 3.7, 3.8]
+      fail-fast: false
+    
+    services:
+      mysql:
+        image: mysql:5.7
+        env:
+          MYSQL_USER: username
+          MYSQL_PASSWORD: password
+          MYSQL_ROOT_PASSWORD: password
+          MYSQL_DATABASE: testsuite
+        ports:
+          - 3306:3306
+        options: --health-cmd="mysqladmin ping" --health-interval=10s --health-timeout=5s --health-retries=3
+
+      postgres:
+        image: postgres:10.8
+        env:
+          POSTGRES_USER: username
+          POSTGRES_PASSWORD: password
+          POSTGRES_DB: testsuite
+        ports:
+          - 5432:5432
+        options: --health-cmd pg_isready --health-interval 10s --health-timeout 5s --health-retries 5
+
+    steps:
+    - uses: actions/checkout@v2
+    - name: Set up Python
+      uses: actions/setup-python@v1
+      with:
+        python-version: ${{ matrix.python-version }}
+    - name: Install dependencies
+      run: |
+        python -m pip install --upgrade pip
+        if [ -f requirements.txt ]; then pip install -r requirements.txt; fi
+    - run: bash DATABASE_URL=sqlite:///testsuite.db scripts/test.sh
+    - run: bash DATABASE_URL=mysql://username:password@localhost:3306/testsuite scripts/test.sh
+    - run: bash DATABASE_URL=postgresql://username:password@localhost:5432/testsuite scripts/test.sh
+    - run: mypy --config-file mypy.ini ormar tests
+    - name: Upload coverage
+      uses: codecov/codecov-action@v1