diff --git a/.github/workflows/reusable_testing.yml b/.github/workflows/reusable_testing.yml
new file mode 100644
index 00000000..c9528f8b
--- /dev/null
+++ b/.github/workflows/reusable_testing.yml
@@ -0,0 +1,42 @@
+name: reusable_testing
+
+on:
+  workflow_call:
+    inputs:
+      artifact_name:
+        description: The name of the tarantool build artifact
+        default: ubuntu-focal
+        required: false
+        type: string
+
+jobs:
+  run_tests:
+    runs-on: ubuntu-20.04
+    steps:
+      - name: Clone the tarantool-python connector
+        uses: actions/checkout@v2
+        with:
+          repository: ${{ github.repository_owner }}/tarantool-python
+
+      - name: Download the tarantool build artifact
+        uses: actions/download-artifact@v2
+        with:
+          name: ${{ inputs.artifact_name }}
+
+      - name: Install tarantool
+        # Now we're lucky: all dependencies are already installed. Check package
+        # dependencies when migrating to other OS version.
+        run: sudo dpkg -i tarantool*.deb
+
+      - name: Setup python3 for tests
+        uses: actions/setup-python@v2
+        with:
+          python-version: 3.7
+
+      - name: Install connector requirements
+        run: pip install -r requirements.txt
+
+      - name: Install test requirements
+        run: pip install -r requirements-test.txt
+
+      - run: make test
diff --git a/appveyor.yml b/appveyor.yml
index 620d1e85..87e461ff 100644
--- a/appveyor.yml
+++ b/appveyor.yml
@@ -4,12 +4,6 @@ environment:
     - PYTHON: "C:\\Python27-x64"
     - PYTHON: "C:\\Python34"
     - PYTHON: "C:\\Python34-x64"
-      # Workaround the build problem [1] by choosing a PyYAML
-      # version for which PyPI provides a wheel for this platform
-      # and Python version / build.
-      #
-      # [1]: http://help.appveyor.com/discussions/problems/28023
-      PYYAML: "==5.2b1"
     - PYTHON: "C:\\Python35"
     - PYTHON: "C:\\Python35-x64"
     - PYTHON: "C:\\Python36"
@@ -23,7 +17,7 @@ install:
   # install runtime dependencies
   - "%PYTHON%\\python.exe -m pip install -r requirements.txt"
   # install testing dependencies
-  - "%PYTHON%\\python.exe -m pip install pyyaml%PYYAML% dbapi-compliance==1.15.0"
+  - "%PYTHON%\\python.exe -m pip install -r requirements-test.txt"
 
 build: off
 
diff --git a/requirements-test.txt b/requirements-test.txt
new file mode 100644
index 00000000..5a825685
--- /dev/null
+++ b/requirements-test.txt
@@ -0,0 +1,4 @@
+dbapi-compliance==1.15.0
+# Use this pyyaml version to be compatible with Python34-x64 on Windows.
+# See for more details http://help.appveyor.com/discussions/problems/28023.
+pyyaml==5.2b1