diff --git a/.github/workflows/actions.yml b/.github/workflows/actions.yml
index 49c6d70..5fb66d5 100644
--- a/.github/workflows/actions.yml
+++ b/.github/workflows/actions.yml
@@ -2,7 +2,7 @@ on: [push, pull_request]
 name: build
 jobs:
   tests:
-    runs-on: ubuntu-20.04
+    runs-on: ubuntu-22.04
     strategy:
       matrix:
         python-version:
@@ -12,12 +12,21 @@ jobs:
           - "3.10"
           - "3.11"
           - "3.12"
-        clickhouse-version:
-          - 24.1.8.22
-          - 23.8.4.69
-          - 22.5.1.2079
-          - 19.3.5
-          - 18.14.9
+        include:
+          - clickhouse-version: 18.14.9
+            clickhouse-org: yandex
+          - clickhouse-version: 19.3.5
+            clickhouse-org: yandex
+          - clickhouse-version: 22.5.1.2079
+            clickhouse-org: clickhouse
+          - clickhouse-version: 23.8.4.69
+            clickhouse-org: clickhouse
+    services:
+      clickhouse-server:
+        image: ${{ matrix.clickhouse-org }}/clickhouse-server:${{ matrix.clickhouse-version }}
+        ports:
+          - 8123:8123
+          - 9000:9000
 
     name: ${{ matrix.python-version }} CH=${{ matrix.clickhouse-version }}
     steps:
@@ -27,11 +36,6 @@ jobs:
         with:
           python-version: ${{ matrix.python-version }}
           architecture: x64
-#      - name: Login to Docker Hub
-#        uses: docker/login-action@v1
-#        with:
-#          username: ${{ secrets.DOCKER_HUB_USERNAME }}
-#          password: ${{ secrets.DOCKER_HUB_ACCESS_TOKEN }}
       - name: Install test requirements
         run: |
           pip install --upgrade pip setuptools wheel
@@ -42,17 +46,6 @@ jobs:
           pip install pytest-timeout
       - name: Run flake8
         run: flake8
-      - name: Setup /etc/hosts
-        run: |
-          # Overriding setup.cfg. Set host=clickhouse-server
-          sed -i 's/^host=localhost$/host=clickhouse-server/' setup.cfg
-          # Make host think that clickhouse-server is localhost
-          echo '127.0.0.1 clickhouse-server' | sudo tee /etc/hosts > /dev/null
-      - name: Start ClickHouse server container
-        run: |
-          echo "VERSION=${{ matrix.clickhouse-version }}" > tests/.env
-          if [[ "${{ matrix.clickhouse-version }}" > "21.7" ]]; then echo "ORG=clickhouse"; else echo "ORG=yandex" ; fi  >> tests/.env
-          docker compose -f tests/docker-compose.yml up -d
       - name: Run tests
         run: coverage run --source=clickhouse_sqlalchemy -m pytest --timeout=10 -v
         timeout-minutes: 2
diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml
index 613f2e4..78aacdf 100644
--- a/.github/workflows/docs.yml
+++ b/.github/workflows/docs.yml
@@ -2,14 +2,14 @@ on: [push, pull_request]
 name: build-docs
 jobs:
   tests:
-    runs-on: ubuntu-20.04
+    runs-on: ubuntu-22.04
     name: Build docs
     steps:
       - uses: actions/checkout@v4
       - name: Set up Python
         uses: actions/setup-python@v5
         with:
-          python-version: 3.11
+          python-version: 3.12
           architecture: x64
       - name: Update tools
         run: pip install --upgrade pip setuptools wheel
diff --git a/.github/workflows/sa-versions.yml b/.github/workflows/sa-versions.yml
index 5ae2272..ba596f5 100644
--- a/.github/workflows/sa-versions.yml
+++ b/.github/workflows/sa-versions.yml
@@ -11,6 +11,12 @@ jobs:
         clickhouse-version:
           - 23.8.4.69
         sa-version: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27]
+    services:
+      clickhouse-server:
+        image: clickhouse/clickhouse-server:${{ matrix.clickhouse-version }}
+        ports:
+          - 8123:8123
+          - 9000:9000
 
     name: ${{ matrix.python-version }} SA=2.0.${{ matrix.sa-version }}
     steps:
@@ -20,11 +26,6 @@ jobs:
         with:
           python-version: ${{ matrix.python-version }}
           architecture: x64
-#      - name: Login to Docker Hub
-#        uses: docker/login-action@v1
-#        with:
-#          username: ${{ secrets.DOCKER_HUB_USERNAME }}
-#          password: ${{ secrets.DOCKER_HUB_ACCESS_TOKEN }}
       - name: Install test requirements
         run: |
           pip install --upgrade pip setuptools wheel
@@ -34,17 +35,6 @@ jobs:
           pip install pytest-timeout
       - name: Install SQLAlchemy
         run: pip install sqlalchemy==2.0.${{ matrix.sa-version }}
-      - name: Setup /etc/hosts
-        run: |
-          # Overriding setup.cfg. Set host=clickhouse-server
-          sed -i 's/^host=localhost$/host=clickhouse-server/' setup.cfg
-          # Make host think that clickhouse-server is localhost
-          echo '127.0.0.1 clickhouse-server' | sudo tee /etc/hosts > /dev/null
-      - name: Start ClickHouse server container
-        run: |
-          echo "VERSION=${{ matrix.clickhouse-version }}" > tests/.env
-          if [[ "${{ matrix.clickhouse-version }}" > "21.7" ]]; then echo "ORG=clickhouse"; else echo "ORG=yandex" ; fi  >> tests/.env
-          docker compose -f tests/docker-compose.yml up -d
       - name: Run tests
         run: pytest --timeout=10 -v
         timeout-minutes: 2