CI: Refurbish ngr invocations for Python exercises across the board

.github/workflows/application-apache-superset.yml

@@ -91,25 +91,23 @@ jobs:
       - name: Acquire sources
         uses: actions/checkout@v6
 
-      - name: Setup Python
-        uses: actions/setup-python@v6
+      - name: Install uv
+        uses: astral-sh/setup-uv@v7
         with:
-          python-version: ${{ matrix.python-version }}
-          architecture: x64
-          cache: "pip"
-          cache-dependency-path: |
-            pyproject.toml
+          activate-environment: 'true'
+          cache-dependency-glob: |
             requirements.txt
-            requirements-test.txt
+            application/apache-superset/requirements*.txt
+          cache-suffix: ${{ matrix.python-version }}
+          enable-cache: true
+          python-version: ${{ matrix.python-version }}
 
       - name: Install utilities
-        run: |
-          pip install -r requirements.txt
+        run: uv pip install 'setuptools<82' --requirements=requirements.txt
 
       - name: Install Apache Superset ${{ matrix.superset-version }}
         run: |
           pip install 'apache-superset==${{ matrix.superset-version }}'
 
       - name: Validate application/apache-superset
-        run: |
-          ngr test --accept-no-venv application/apache-superset
+        run: ngr test application/apache-superset

.github/workflows/application-cratedb-toolkit.yml

@@ -59,21 +59,19 @@ jobs:
       - name: Acquire sources
         uses: actions/checkout@v6
 
-      - name: Setup Python
-        uses: actions/setup-python@v6
+      - name: Install uv
+        uses: astral-sh/setup-uv@v7
         with:
-          python-version: ${{ matrix.python-version }}
-          architecture: x64
-          cache: "pip"
-          cache-dependency-path: |
-            pyproject.toml
+          activate-environment: 'true'
+          cache-dependency-glob: |
             requirements.txt
-            requirements-test.txt
+            application/cratedb-toolkit/requirements*.txt
+          cache-suffix: ${{ matrix.python-version }}
+          enable-cache: true
+          python-version: ${{ matrix.python-version }}
 
       - name: Install utilities
-        run: |
-          pip install -r requirements.txt
+        run: uv pip install --requirements=requirements.txt
 
       - name: Validate application/cratedb-toolkit
-        run: |
-          ngr test --accept-no-venv application/cratedb-toolkit
+        run: ngr test application/cratedb-toolkit

.github/workflows/application-metabase.yml

@@ -46,27 +46,20 @@ jobs:
       - name: Acquire sources
         uses: actions/checkout@v6
 
-      - name: Setup Python
-        uses: actions/setup-python@v6
-        with:
-          python-version: ${{ matrix.python-version }}
-          architecture: x64
-          cache: "pip"
-          cache-dependency-path: |
-            requirements.txt
-            application/metabase/pyproject.toml
-            application/metabase/requirements.txt
-            application/metabase/requirements-test.txt
-
       - name: Install uv
         uses: astral-sh/setup-uv@v7
         with:
-          version: "latest"
+          activate-environment: 'true'
+          cache-dependency-glob: |
+            requirements.txt
+            application/metabase/pyproject.toml
+            application/metabase/requirements*.txt
+          cache-suffix: ${{ matrix.python-version }}
+          enable-cache: true
+          python-version: ${{ matrix.python-version }}
 
       - name: Install utilities
-        run: |
-          uv pip install --system -r requirements.txt
+        run: uv pip install --requirements=requirements.txt
 
       - name: Validate application/metabase
-        run: |
-          ngr test --accept-no-venv application/metabase
+        run: ngr test application/metabase

.github/workflows/application-records.yml

@@ -54,21 +54,19 @@ jobs:
       - name: Acquire sources
         uses: actions/checkout@v6
 
-      - name: Set up Python
-        uses: actions/setup-python@v6
+      - name: Install uv
+        uses: astral-sh/setup-uv@v7
         with:
-          python-version: ${{ matrix.python-version }}
-          architecture: x64
-          cache: 'pip'
-          cache-dependency-path: |
+          activate-environment: 'true'
+          cache-dependency-glob: |
             requirements.txt
-            application/records/requirements.txt
-            application/records/requirements-dev.txt
+            application/records/requirements*.txt
+          cache-suffix: ${{ matrix.python-version }}
+          enable-cache: true
+          python-version: ${{ matrix.python-version }}
 
       - name: Install utilities
-        run: |
-          pip install -r requirements.txt
+        run: uv pip install --requirements=requirements.txt
 
       - name: Validate application/records
-        run: |
-          ngr test --accept-no-venv application/records
+        run: ngr test application/records

.github/workflows/dataframe-dask.yml

@@ -54,21 +54,19 @@ jobs:
       - name: Acquire sources
         uses: actions/checkout@v6
 
-      - name: Set up Python
-        uses: actions/setup-python@v6
+      - name: Install uv
+        uses: astral-sh/setup-uv@v7
         with:
-          python-version: ${{ matrix.python-version }}
-          architecture: x64
-          cache: 'pip'
-          cache-dependency-path: |
+          activate-environment: 'true'
+          cache-dependency-glob: |
             requirements.txt
-            by-dataframe/dask/requirements.txt
-            by-dataframe/dask/requirements-dev.txt
+            by-dataframe/dask/requirements*.txt
+          cache-suffix: ${{ matrix.python-version }}
+          enable-cache: true
+          python-version: ${{ matrix.python-version }}
 
       - name: Install utilities
-        run: |
-          pip install -r requirements.txt
+        run: uv pip install --requirements=requirements.txt
 
       - name: Validate by-dataframe/dask
-        run: |
-          ngr test --accept-no-venv by-dataframe/dask
+        run: ngr test by-dataframe/dask

.github/workflows/dataframe-pandas.yml

@@ -54,21 +54,19 @@ jobs:
       - name: Acquire sources
         uses: actions/checkout@v6
 
-      - name: Set up Python
-        uses: actions/setup-python@v6
+      - name: Install uv
+        uses: astral-sh/setup-uv@v7
         with:
-          python-version: ${{ matrix.python-version }}
-          architecture: x64
-          cache: 'pip'
-          cache-dependency-path: |
+          activate-environment: 'true'
+          cache-dependency-glob: |
             requirements.txt
-            by-dataframe/pandas/requirements.txt
-            by-dataframe/pandas/requirements-dev.txt
+            by-dataframe/pandas/requirements*.txt
+          cache-suffix: ${{ matrix.python-version }}
+          enable-cache: true
+          python-version: ${{ matrix.python-version }}
 
       - name: Install utilities
-        run: |
-          pip install -r requirements.txt
+        run: uv pip install --requirements=requirements.txt
 
       - name: Validate by-dataframe/pandas
-        run: |
-          ngr test --accept-no-venv by-dataframe/pandas
+        run: ngr test by-dataframe/pandas

.github/workflows/dataframe-polars.yml

@@ -56,19 +56,19 @@ jobs:
       - name: Acquire sources
         uses: actions/checkout@v6
 
-      - name: Set up Python
-        uses: actions/setup-python@v6
+      - name: Install uv
+        uses: astral-sh/setup-uv@v7
         with:
+          activate-environment: 'true'
+          cache-dependency-glob: |
+            requirements.txt
+            by-dataframe/polars/requirements*.txt
+          cache-suffix: ${{ matrix.python-version }}
+          enable-cache: true
           python-version: ${{ matrix.python-version }}
-          architecture: x64
-          cache: 'pip'
-          cache-dependency-path: |
-            by-dataframe/polars/requirements.txt
-            by-dataframe/polars/requirements-dev.txt
 
-      - name: Set up uv
-        uses: astral-sh/setup-uv@v7
+      - name: Install utilities
+        run: uv pip install --requirements=requirements.txt
 
       - name: Validate by-dataframe/polars
-        run: |
-          uv run --with=pueblo ngr test --accept-no-venv by-dataframe/polars
+        run: ngr test by-dataframe/polars

.github/workflows/framework-dlt.yml

@@ -53,21 +53,19 @@ jobs:
       - name: Acquire sources
         uses: actions/checkout@v6
 
-      - name: Set up Python
-        uses: actions/setup-python@v6
+      - name: Install uv
+        uses: astral-sh/setup-uv@v7
         with:
-          python-version: ${{ matrix.python-version }}
-          architecture: x64
-          cache: 'pip'
-          cache-dependency-path: |
+          activate-environment: 'true'
+          cache-dependency-glob: |
             requirements.txt
-            framework/dlt/requirements.txt
-            framework/dlt/requirements-dev.txt
+            framework/dlt/requirements*.txt
+          cache-suffix: ${{ matrix.python-version }}
+          enable-cache: true
+          python-version: ${{ matrix.python-version }}
 
       - name: Install utilities
-        run: |
-          pip install -r requirements.txt
+        run: uv pip install --requirements=requirements.txt
 
       - name: Validate framework/dlt
-        run: |
-          ngr test --accept-no-venv framework/dlt
+        run: ngr test framework/dlt

.github/workflows/framework-gradio.yml

@@ -54,21 +54,19 @@ jobs:
       - name: Acquire sources
         uses: actions/checkout@v6
 
-      - name: Set up Python
-        uses: actions/setup-python@v6
+      - name: Install uv
+        uses: astral-sh/setup-uv@v7
         with:
-          python-version: ${{ matrix.python-version }}
-          architecture: x64
-          cache: 'pip'
-          cache-dependency-path: |
+          activate-environment: 'true'
+          cache-dependency-glob: |
             requirements.txt
-            framework/gradio/requirements.txt
-            framework/gradio/requirements-dev.txt
+            framework/gradio/requirements*.txt
+          cache-suffix: ${{ matrix.python-version }}
+          enable-cache: true
+          python-version: ${{ matrix.python-version }}
 
       - name: Install utilities
-        run: |
-          pip install -r requirements.txt
+        run: uv pip install --requirements=requirements.txt
 
       - name: Validate framework/gradio
-        run: |
-          ngr test --accept-no-venv framework/gradio
+        run: ngr test framework/gradio

.github/workflows/framework-mcp.yml

@@ -48,26 +48,11 @@ jobs:
         env:
           CRATE_HEAP_SIZE: 4g
 
-    env:
-      UV_SYSTEM_PYTHON: true
-
     steps:
 
       - name: Acquire sources
         uses: actions/checkout@v6
 
-      - name: Set up Python
-        uses: actions/setup-python@v6
-        with:
-          python-version: ${{ matrix.python-version }}
-          architecture: x64
-          cache: 'pip'
-          cache-dependency-path: |
-            framework/mcp/requirements*.txt
-
-      - name: Install uv
-        uses: astral-sh/setup-uv@v7
-
       - name: Install Java
         uses: actions/setup-java@v5
         with:
@@ -81,15 +66,24 @@ jobs:
         run: |
           jbang trust add https://github.com/quarkiverse
 
-      - name: Install utilities
+      - name: Install prerequisites
         run: |
-
           # Install sponge.
           sudo apt-get install moreutils
 
-          # Install pueblo.
-          uv pip install -r requirements.txt
+      - name: Install uv
+        uses: astral-sh/setup-uv@v7
+        with:
+          activate-environment: 'true'
+          cache-dependency-glob: |
+            requirements.txt
+            framework/mcp/requirements*.txt
+          cache-suffix: ${{ matrix.python-version }}
+          enable-cache: true
+          python-version: ${{ matrix.python-version }}
+
+      - name: Install utilities
+        run: uv pip install --requirements=requirements.txt
 
       - name: Validate framework/mcp
-        run: |
-          ngr test --accept-no-venv framework/mcp
+        run: ngr test framework/mcp

.github/workflows/framework-records.yml

@@ -54,21 +54,19 @@ jobs:
       - name: Acquire sources
         uses: actions/checkout@v6
 
-      - name: Set up Python
-        uses: actions/setup-python@v6
+      - name: Install uv
+        uses: astral-sh/setup-uv@v7
         with:
-          python-version: ${{ matrix.python-version }}
-          architecture: x64
-          cache: 'pip'
-          cache-dependency-path: |
+          activate-environment: 'true'
+          cache-dependency-glob: |
             requirements.txt
-            framework/records/requirements.txt
-            framework/records/requirements-dev.txt
+            framework/records/requirements*.txt
+          cache-suffix: ${{ matrix.python-version }}
+          enable-cache: true
+          python-version: ${{ matrix.python-version }}
 
       - name: Install utilities
-        run: |
-          pip install -r requirements.txt
+        run: uv pip install --requirements=requirements.txt
 
       - name: Validate framework/records
-        run: |
-          ngr test --accept-no-venv framework/records
+        run: ngr test framework/records