refactor(DrillDetailTableControls): Upgrade DrillDetailTableControls component to Ant Design 5 (#32313)

Signed-off-by: hainenber <dotronghai96@gmail.com>

.asf.yaml

@@ -18,6 +18,7 @@
 # https://cwiki.apache.org/confluence/display/INFRA/.asf.yaml+features+for+git+repositories
 ---
 github:
+  del_branch_on_merge: true
   description: "Apache Superset is a Data Visualization and Data Exploration Platform"
   homepage: https://superset.apache.org/
   labels:
@@ -53,6 +54,9 @@ github:
     merge: false
     rebase: false
 
+  ghp_branch:  gh-pages
+  ghp_path: /
+
   protected_branches:
     master:
       required_status_checks:
@@ -69,18 +73,16 @@ github:
           - cypress-matrix (3, chrome)
           - cypress-matrix (4, chrome)
           - cypress-matrix (5, chrome)
+          - dependency-review
           - frontend-build
           - pre-commit (current)
-          - pre-commit (next)
           - pre-commit (previous)
           - test-mysql
           - test-postgres (current)
-          - test-postgres (next)
           - test-postgres-hive
           - test-postgres-presto
           - test-sqlite
           - unit-tests (current)
-          - unit-tests (next)
 
       required_pull_request_reviews:
         dismiss_stale_reviews: false
@@ -88,3 +90,10 @@ github:
         required_approving_review_count: 1
 
       required_signatures: false
+    gh-pages:
+      required_pull_request_reviews:
+        dismiss_stale_reviews: false
+        require_code_owner_reviews: true
+        required_approving_review_count: 1
+
+      required_signatures: false

.dockerignore

@@ -34,7 +34,6 @@
 **/*.sqllite
 **/*.swp
 **/.terser-plugin-cache/
-**/.storybook/
 **/node_modules/
 
 tests/
@@ -42,6 +41,8 @@ docs/
 install/
 superset-frontend/cypress-base/
 superset-frontend/coverage/
+superset-frontend/.temp_cache/
 superset/static/assets/
 superset-websocket/dist/
 venv
+.venv

.gitattributes

@@ -1,2 +1,3 @@
 docker/**/*.sh text eol=lf
 *.svg binary
+*.ipynb binary

.github/CODEOWNERS

@@ -12,21 +12,21 @@
 
 # Notify Helm Chart maintainers about changes in it
 
-/helm/superset/ @craig-rueda @dpgaspar @villebro @nytai @michael-s-molina
+/helm/superset/ @craig-rueda @dpgaspar @villebro @nytai @michael-s-molina @mistercrunch @rusackas @Antonio-RiveroMartnez
 
 # Notify E2E test maintainers of changes
 
-/superset-frontend/cypress-base/ @jinghua-qa @geido @eschutho @rusackas @betodealmeida
+/superset-frontend/cypress-base/ @sadpandajoe @geido @eschutho @rusackas @betodealmeida @mistercrunch
 
 # Notify PMC members of changes to GitHub Actions
 
-/.github/ @villebro @geido @eschutho @rusackas @betodealmeida @nytai @mistercrunch @craig-rueda @john-bodley @kgabryje @dpgaspar
+/.github/ @villebro @geido @eschutho @rusackas @betodealmeida @nytai @mistercrunch @craig-rueda @kgabryje @dpgaspar
 
 # Notify PMC members of changes to required GitHub Actions
 
-/.asf.yaml @villebro @geido @eschutho @rusackas @betodealmeida @nytai @mistercrunch @craig-rueda @john-bodley @kgabryje @dpgaspar
+/.asf.yaml @villebro @geido @eschutho @rusackas @betodealmeida @nytai @mistercrunch @craig-rueda @kgabryje @dpgaspar @Antonio-RiveroMartnez
 
-# Maps are a finnicky contribution process we care about
+# Maps are a finicky contribution process we care about
 
 **/*.geojson @villebro @rusackas
 /superset-frontend/plugins/legacy-plugin-chart-country-map/ @villebro @rusackas

.github/ISSUE_TEMPLATE/bug-report.yml

@@ -41,8 +41,8 @@ body:
       label: Superset version
       options:
         - master / latest-dev
-        - "4.1.0"
-        - "3.1.3"
+        - "4.1.1"
+        - "4.0.2"
     validations:
       required: true
   - type: dropdown

.github/actions/change-detector/label-draft-pr.yml

@@ -0,0 +1,23 @@
+name: Label Draft PRs
+on:
+  pull_request:
+    types:
+      - opened
+      - converted_to_draft
+jobs:
+  label-draft:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Check if the PR is a draft
+        id: check-draft
+        uses: actions/github-script@v6
+        with:
+          script: |
+            const isDraft = context.payload.pull_request.draft;
+            core.setOutput('isDraft', isDraft);
+      - name: Add `review:draft` Label
+        if: steps.check-draft.outputs.isDraft == 'true'
+        uses: actions-ecosystem/action-add-labels@v1
+        with:
+          github_token: ${{ secrets.GITHUB_TOKEN }}
+          labels: "review:draft"

.github/actions/setup-backend/action.yml

@@ -26,11 +26,12 @@ runs:
       shell: bash
       run: |
         if [ "${{ inputs.python-version }}" = "current" ]; then
-          echo "PYTHON_VERSION=3.10" >> $GITHUB_ENV
-        elif [ "${{ inputs.python-version }}" = "next" ]; then
           echo "PYTHON_VERSION=3.11" >> $GITHUB_ENV
+        elif [ "${{ inputs.python-version }}" = "next" ]; then
+          # currently disabled in GHA matrixes because of library compatibility issues
+          echo "PYTHON_VERSION=3.12" >> $GITHUB_ENV
         elif [ "${{ inputs.python-version }}" = "previous" ]; then
-          echo "PYTHON_VERSION=3.9" >> $GITHUB_ENV
+          echo "PYTHON_VERSION=3.10" >> $GITHUB_ENV
         else
           echo "PYTHON_VERSION=${{ inputs.python-version }}" >> $GITHUB_ENV
         fi
@@ -43,11 +44,15 @@ runs:
       run: |
         if [ "${{ inputs.install-superset }}" = "true" ]; then
           sudo apt-get update && sudo apt-get -y install libldap2-dev libsasl2-dev
-          pip install --upgrade pip setuptools wheel
+
+          pip install --upgrade pip setuptools wheel uv
+
           if [ "${{ inputs.requirements-type }}" = "dev" ]; then
-            pip install -r requirements/development.txt
+            uv pip install --system -r requirements/development.txt
           elif [ "${{ inputs.requirements-type }}" = "base" ]; then
-            pip install -r requirements/base.txt
+            uv pip install --system -r requirements/base.txt
           fi
+
+          uv pip install --system -e .
         fi
       shell: bash

.github/actions/setup-docker/action.yml

@@ -0,0 +1,69 @@
+name: "Setup Docker Environment"
+description: "Reusable steps for setting up QEMU, Docker Buildx, DockerHub login, Supersetbot, and optionally Docker Compose"
+inputs:
+  build:
+    description: "Used for building?"
+    required: false
+    default: "false"
+  dockerhub-user:
+    description: "DockerHub username"
+    required: false
+  dockerhub-token:
+    description: "DockerHub token"
+    required: false
+  install-docker-compose:
+    description: "Flag to install Docker Compose"
+    required: false
+    default: "true"
+  login-to-dockerhub:
+    description: "Whether you want to log into dockerhub"
+    required: false
+    default: "true"
+outputs: {}
+runs:
+  using: "composite"
+  steps:
+
+    - name: Set up QEMU
+      if: ${{ inputs.build == 'true' }}
+      uses: docker/setup-qemu-action@v3
+
+    - name: Set up Docker Buildx
+      if: ${{ inputs.build == 'true' }}
+      uses: docker/setup-buildx-action@v3
+
+    - name: Try to login to DockerHub
+      if: ${{ inputs.login-to-dockerhub == 'true' }}
+      continue-on-error: true
+      uses: docker/login-action@v3
+      with:
+        username: ${{ inputs.dockerhub-user }}
+        password: ${{ inputs.dockerhub-token }}
+
+    - name: Install Docker Compose
+      if: ${{ inputs.install-docker-compose == 'true' }}
+      shell: bash
+      run: |
+        sudo apt-get update
+        sudo apt-get install -y ca-certificates curl
+        sudo install -m 0755 -d /etc/apt/keyrings
+
+        # Download and save the Docker GPG key in the correct format
+        curl -fsSL https://download.docker.com/linux/ubuntu/gpg | sudo gpg --dearmor -o /etc/apt/keyrings/docker.gpg
+
+        # Ensure the key file is readable
+        sudo chmod a+r /etc/apt/keyrings/docker.gpg
+
+        # Add the Docker repository using the correct key
+        echo \
+          "deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.gpg] https://download.docker.com/linux/ubuntu \
+          $(. /etc/os-release && echo "$VERSION_CODENAME") stable" | \
+          sudo tee /etc/apt/sources.list.d/docker.list > /dev/null
+
+        # Update package lists and install Docker Compose plugin
+        sudo apt update
+        sudo apt install -y docker-compose-plugin
+
+    - name: Docker Version Info
+      shell: bash
+      run: docker info

.github/dependabot.yml

@@ -22,8 +22,7 @@ updates:
 
 
   # - package-ecosystem: "pip"
-  # NOTE: as dependabot isn't compatible with our python
-  # dependency setup (pip-compile-multi), we'll be using
+  # NOTE: as dependabot isn't compatible with our usage of `uv pip compile` we're using
   # `supersetbot` instead
 
   - package-ecosystem: "npm"

.github/workflows/bump-python-package.yml

@@ -14,10 +14,16 @@ on:
         required: true
         description: Max number of PRs to open (0 for no limit)
         default: 5
+      extra-flags:
+        required: false
+        default: --only-base
+        description: Additional flags to pass to the bump-python command
+  #schedule:
+  #  - cron: '0 0 * * *'  # Runs daily at midnight UTC
 
 jobs:
   bump-python-package:
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     permissions:
       actions: write
       contents: write
@@ -39,8 +45,8 @@ jobs:
         with:
           python-version: "3.10"
 
-      - name: Install pip-compile-multi
-        run: pip install pip-compile-multi
+      - name: Install uv
+        run: pip install uv
 
       - name: supersetbot bump-python -p "${{ github.event.inputs.package }}"
         env:
@@ -59,10 +65,13 @@ jobs:
             GROUP_OPT="-g ${{ github.event.inputs.group }}"
           fi
 
+          EXTRA_FLAGS="${{ github.event.inputs.extra-flags }}"
+
           supersetbot bump-python \
             --verbose \
             --use-current-repo \
             --include-subpackages \
             --limit ${{ github.event.inputs.limit }} \
             $PACKAGE_OPT \
-            $GROUP_OPT
+            $GROUP_OPT \
+            $EXTRA_FLAGS

.github/workflows/cancel_duplicates.yml

@@ -9,7 +9,7 @@ on:
 jobs:
   cancel-duplicate-runs:
     name: Cancel duplicate workflow runs
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     permissions:
       actions: write
       contents: read

.github/workflows/check-python-deps.yml

@@ -0,0 +1,44 @@
+name: Check python dependencies
+
+on:
+  push:
+    branches:
+      - "master"
+      - "[0-9].[0-9]*"
+  pull_request:
+    types: [synchronize, opened, reopened, ready_for_review]
+
+# cancel previous workflow jobs for PRs
+concurrency:
+  group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.run_id }}
+  cancel-in-progress: true
+
+jobs:
+  check-python-deps:
+    runs-on: ubuntu-22.04
+    steps:
+
+      - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
+        uses: actions/checkout@v4
+        with:
+          persist-credentials: false
+          submodules: recursive
+          depth: 1
+
+      - name: Setup Python
+        if: steps.check.outputs.python
+        uses: ./.github/actions/setup-backend/
+
+      - name: Run uv
+        if: steps.check.outputs.python
+        run: ./scripts/uv-pip-compile.sh
+
+      - name: Check for uncommitted changes
+        run: |
+          if [[ -n "$(git diff)" ]]; then
+            echo "ERROR: The pinned dependencies are not up-to-date."
+            echo "Please run './scripts/uv-pip-compile.sh' and commit the changes."
+            exit 1
+          else
+            echo "Pinned dependencies are up-to-date."
+          fi

.github/workflows/check_db_migration_confict.yml

@@ -19,7 +19,7 @@ concurrency:
 jobs:
   check_db_migration_conflict:
     name: Check DB migration conflict
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     permissions:
       contents: read
       pull-requests: write

.github/workflows/codeql-analysis.yml

@@ -17,7 +17,7 @@ concurrency:
 jobs:
   analyze:
     name: Analyze
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     permissions:
       actions: read
       contents: read

.github/workflows/dependency-review.yml

@@ -5,19 +5,32 @@
 # Source repository: https://github.com/actions/dependency-review-action
 # Public documentation: https://docs.github.com/en/code-security/supply-chain-security/understanding-your-software-supply-chain/about-dependency-review#dependency-review-enforcement
 name: "Dependency Review"
-on: [pull_request]
+on:
+  push:
+    branches:
+      - "master"
+      - "[0-9].[0-9]*"
+  pull_request:
+    types: [synchronize, opened, reopened, ready_for_review]
+
+# cancel previous workflow jobs for PRs
+concurrency:
+  group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.run_id }}
+  cancel-in-progress: true
 
 permissions:
   contents: read
 
 jobs:
   dependency-review:
-    runs-on: ubuntu-22.04
+    if: github.event_name == 'pull_request'
+    runs-on: ubuntu-24.04
     steps:
       - name: "Checkout Repository"
         uses: actions/checkout@v4
       - name: "Dependency Review"
         uses: actions/dependency-review-action@v4
+        continue-on-error: true
         with:
           fail-on-severity: critical
           # compatible/incompatible licenses addressed here: https://www.apache.org/legal/resolved.html
@@ -32,4 +45,25 @@ jobs:
           #   license: https://applitools.com/legal/open-source-terms-of-use/
           # pkg:npm/node-forge@1.3.1
           #   selecting BSD-3-Clause licensing terms for node-forge to ensure compatibility with Apache
-          allow-dependencies-licenses: pkg:npm/store2@2.14.2, pkg:npm/applitools/core, pkg:npm/applitools/core-base, pkg:npm/applitools/css-tree, pkg:npm/applitools/ec-client, pkg:npm/applitools/eg-socks5-proxy-server, pkg:npm/applitools/eyes, pkg:npm/applitools/eyes-cypress, pkg:npm/applitools/nml-client, pkg:npm/applitools/tunnel-client, pkg:npm/applitools/utils, pkg:npm/node-forge@1.3.1, pkg:npm/rgbcolor
+          allow-dependencies-licenses: pkg:npm/store2@2.14.2, pkg:npm/applitools/core, pkg:npm/applitools/core-base, pkg:npm/applitools/css-tree, pkg:npm/applitools/ec-client, pkg:npm/applitools/eg-socks5-proxy-server, pkg:npm/applitools/eyes, pkg:npm/applitools/eyes-cypress, pkg:npm/applitools/nml-client, pkg:npm/applitools/tunnel-client, pkg:npm/applitools/utils, pkg:npm/node-forge@1.3.1, pkg:npm/rgbcolor, pkg:npm/jszip@3.10.1
+
+  python-dependency-liccheck:
+    runs-on: ubuntu-22.04
+    steps:
+      - name: "Checkout Repository"
+        uses: actions/checkout@v4
+
+      - name: Setup Python
+        uses: ./.github/actions/setup-backend/
+        with:
+          requirements-type: base
+
+      - name: "Set up liccheck"
+        run: |
+          uv pip install --system liccheck
+      - name: "Run liccheck"
+        run: |
+          # run the checks
+          liccheck -R output.txt
+          # Print the report
+          cat output.txt

.github/workflows/docker.yml

@@ -14,21 +14,22 @@ concurrency:
   cancel-in-progress: true
 
 jobs:
+
   setup_matrix:
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     outputs:
       matrix_config: ${{ steps.set_matrix.outputs.matrix_config }}
     steps:
       - id: set_matrix
         run: |
-          MATRIX_CONFIG=$(if [ "${{ github.event_name }}" == "pull_request" ]; then echo '["dev"]'; else echo '["dev", "lean", "py310", "websocket", "dockerize", "py311"]'; fi)
+          MATRIX_CONFIG=$(if [ "${{ github.event_name }}" == "pull_request" ]; then echo '["dev", "lean"]'; else echo '["dev", "lean", "py310", "websocket", "dockerize", "py311"]'; fi)
           echo "matrix_config=${MATRIX_CONFIG}" >> $GITHUB_OUTPUT
           echo $GITHUB_OUTPUT
 
   docker-build:
     name: docker-build
     needs: setup_matrix
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     strategy:
       matrix:
         build_preset: ${{fromJson(needs.setup_matrix.outputs.matrix_config)}}
@@ -36,6 +37,7 @@ jobs:
     env:
       DOCKERHUB_USER: ${{ secrets.DOCKERHUB_USER }}
       DOCKERHUB_TOKEN: ${{ secrets.DOCKERHUB_TOKEN }}
+      IMAGE_TAG: apache/superset:GHA-${{ matrix.build_preset }}-${{ github.run_id }}
 
     steps:
 
@@ -50,21 +52,13 @@ jobs:
         with:
           token: ${{ secrets.GITHUB_TOKEN }}
 
-      - name: Set up QEMU
+      - name: Setup Docker Environment
         if: steps.check.outputs.python || steps.check.outputs.frontend || steps.check.outputs.docker
-        uses: docker/setup-qemu-action@v3
-
-      - name: Set up Docker Buildx
-        if: steps.check.outputs.python || steps.check.outputs.frontend || steps.check.outputs.docker
-        uses: docker/setup-buildx-action@v3
-
-      - name: Try to login to DockerHub
-        if: steps.check.outputs.python || steps.check.outputs.frontend || steps.check.outputs.docker
-        continue-on-error: true
-        uses: docker/login-action@v3
+        uses: ./.github/actions/setup-docker
         with:
-          username: ${{ secrets.DOCKERHUB_USER }}
-          password: ${{ secrets.DOCKERHUB_TOKEN }}
+          dockerhub-user: ${{ secrets.DOCKERHUB_USER }}
+          dockerhub-token: ${{ secrets.DOCKERHUB_TOKEN }}
+          build: "true"
 
       - name: Setup supersetbot
         if: steps.check.outputs.python || steps.check.outputs.frontend || steps.check.outputs.docker
@@ -79,12 +73,65 @@ jobs:
           # Single platform builds in pull_request context to speed things up
           if [ "${{ github.event_name }}" = "push" ]; then
             PLATFORM_ARG="--platform linux/arm64 --platform linux/amd64"
+            # can only --load images in single-platform builds
+            PUSH_OR_LOAD="--push"
           elif [ "${{ github.event_name }}" = "pull_request" ]; then
             PLATFORM_ARG="--platform linux/amd64"
+            PUSH_OR_LOAD="--load"
           fi
 
           supersetbot docker \
+            $PUSH_OR_LOAD \
             --preset ${{ matrix.build_preset }} \
             --context "$EVENT" \
             --context-ref "$RELEASE" $FORCE_LATEST \
+            --extra-flags "--build-arg INCLUDE_CHROMIUM=false --tag $IMAGE_TAG" \
             $PLATFORM_ARG
+
+      # in the context of push (using multi-platform build), we need to pull the image locally
+      - name: Docker pull
+        if: github.event_name == 'push' && (steps.check.outputs.python || steps.check.outputs.frontend || steps.check.outputs.docker)
+        run:  docker pull $IMAGE_TAG
+
+      - name: Print docker stats
+        if: steps.check.outputs.python || steps.check.outputs.frontend || steps.check.outputs.docker
+        run: |
+          echo "SHA: ${{ github.sha }}"
+          echo "IMAGE: $IMAGE_TAG"
+          docker images $IMAGE_TAG
+          docker history $IMAGE_TAG
+
+      - name: docker-compose sanity check
+        if: (steps.check.outputs.python || steps.check.outputs.frontend || steps.check.outputs.docker) && (matrix.build_preset == 'dev' || matrix.build_preset == 'lean')
+        shell: bash
+        run: |
+          export SUPERSET_BUILD_TARGET=${{ matrix.build_preset }}
+          # This should reuse the CACHED image built in the previous steps
+          docker compose build superset-init --build-arg DEV_MODE=false --build-arg INCLUDE_CHROMIUM=false
+          docker compose up superset-init --exit-code-from superset-init
+
+  docker-compose-image-tag:
+    runs-on: ubuntu-24.04
+    steps:
+      - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
+        uses: actions/checkout@v4
+        with:
+          persist-credentials: false
+      - name: Check for file changes
+        id: check
+        uses: ./.github/actions/change-detector/
+        with:
+          token: ${{ secrets.GITHUB_TOKEN }}
+      - name: Setup Docker Environment
+        if: steps.check.outputs.docker
+        uses: ./.github/actions/setup-docker
+        with:
+          dockerhub-user: ${{ secrets.DOCKERHUB_USER }}
+          dockerhub-token: ${{ secrets.DOCKERHUB_TOKEN }}
+          build: "false"
+          install-docker-compose: "true"
+      - name: docker-compose sanity check
+        if: steps.check.outputs.docker
+        shell: bash
+        run: |
+          docker compose -f docker-compose-image-tag.yml up superset-init --exit-code-from superset-init

.github/workflows/embedded-sdk-release.yml

@@ -8,7 +8,7 @@ on:
 
 jobs:
   config:
-    runs-on: "ubuntu-22.04"
+    runs-on: ubuntu-24.04
     outputs:
       has-secrets: ${{ steps.check.outputs.has-secrets }}
     steps:
@@ -23,7 +23,7 @@ jobs:
   build:
     needs: config
     if: needs.config.outputs.has-secrets
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     defaults:
       run:
         working-directory: superset-embedded-sdk
@@ -31,7 +31,7 @@ jobs:
       - uses: actions/checkout@v4
       - uses: actions/setup-node@v4
         with:
-          node-version: "20"
+          node-version-file: './superset-embedded-sdk/.nvmrc'
           registry-url: 'https://registry.npmjs.org'
       - run: npm ci
       - run: npm run ci:release

.github/workflows/embedded-sdk-test.yml

@@ -13,7 +13,7 @@ concurrency:
 
 jobs:
   embedded-sdk-test:
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     defaults:
       run:
         working-directory: superset-embedded-sdk
@@ -21,7 +21,7 @@ jobs:
       - uses: actions/checkout@v4
       - uses: actions/setup-node@v4
         with:
-          node-version: "20"
+          node-version-file: './superset-embedded-sdk/.nvmrc'
           registry-url: 'https://registry.npmjs.org'
       - run: npm ci
       - run: npm test

.github/workflows/ephemeral-env-pr-close.yml

@@ -6,7 +6,7 @@ on:
 
 jobs:
   config:
-    runs-on: "ubuntu-22.04"
+    runs-on: ubuntu-24.04
     outputs:
       has-secrets: ${{ steps.check.outputs.has-secrets }}
     steps:
@@ -22,7 +22,7 @@ jobs:
     needs: config
     if: needs.config.outputs.has-secrets
     name: Cleanup ephemeral envs
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     permissions:
       pull-requests: write
     steps:

.github/workflows/ephemeral-env.yml

@@ -1,132 +1,177 @@
 name: Ephemeral env workflow
 
+# Example manual trigger:
+# gh workflow run ephemeral-env.yml --ref fix_ephemerals --field label_name="testenv-up" --field issue_number=666
+
 on:
-  issue_comment:
-    types: [created]
+  pull_request_target:
+    types:
+      - labeled
+  workflow_dispatch:
+    inputs:
+      label_name:
+        description: 'Label name to simulate label-based /testenv trigger'
+        required: true
+        default: 'testenv-up'
+      issue_number:
+        description: 'Issue or PR number'
+        required: true
 
 jobs:
-  config:
-    runs-on: "ubuntu-22.04"
-    if: github.event.issue.pull_request
-    outputs:
-      has-secrets: ${{ steps.check.outputs.has-secrets }}
-    steps:
-      - name: "Check for secrets"
-        id: check
-        shell: bash
-        run: |
-          if [ -n "${{ (secrets.AWS_ACCESS_KEY_ID != '' && secrets.AWS_SECRET_ACCESS_KEY != '') || '' }}" ]; then
-            echo "has-secrets=1" >> "$GITHUB_OUTPUT"
-          fi
-
-  ephemeral-env-comment:
+  ephemeral-env-label:
     concurrency:
-      group: ${{ github.workflow }}-${{ github.event.issue.number || github.run_id }}-comment
+      group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.run_id }}-label
       cancel-in-progress: true
-    needs: config
-    if: needs.config.outputs.has-secrets
-    name: Evaluate ephemeral env comment trigger (/testenv)
-    runs-on: ubuntu-22.04
+    name: Evaluate ephemeral env label trigger
+    runs-on: ubuntu-24.04
     permissions:
       pull-requests: write
     outputs:
-      slash-command: ${{ steps.eval-body.outputs.result }}
+      slash-command: ${{ steps.eval-label.outputs.result }}
       feature-flags: ${{ steps.eval-feature-flags.outputs.result }}
+      sha: ${{ steps.get-sha.outputs.sha }}
+    env:
+      DOCKERHUB_USER: ${{ secrets.DOCKERHUB_USER }}
+      DOCKERHUB_TOKEN: ${{ secrets.DOCKERHUB_TOKEN }}
 
     steps:
-    - name: Debug
-      run: |
-        echo "Comment on PR #${{ github.event.issue.number }} by ${{ github.event.issue.user.login }}, ${{ github.event.comment.author_association }}"
+      - name: Check for the "testenv-up" label
+        id: eval-label
+        run: |
+          if [[ "${{ github.event_name }}" == "workflow_dispatch" ]]; then
+            LABEL_NAME="${{ github.event.inputs.label_name }}"
+          else
+            LABEL_NAME="${{ github.event.label.name }}"
+          fi
 
-    - name: Eval comment body for /testenv slash command
-      uses: actions/github-script@v7
-      id: eval-body
-      with:
-        result-encoding: string
-        script: |
-          const pattern = /^\/testenv (up|down)/
-          const result = pattern.exec(context.payload.comment.body)
-          return result === null ? 'noop' : result[1]
+          echo "Evaluating label: $LABEL_NAME"
 
-    - name: Eval comment body for feature flags
-      uses: actions/github-script@v7
-      id: eval-feature-flags
-      with:
-        script: |
-          const pattern = /FEATURE_(\w+)=(\w+)/g;
-          let results = [];
-          [...context.payload.comment.body.matchAll(pattern)].forEach(match => {
-            const config = {
-              name: `SUPERSET_FEATURE_${match[1]}`,
-              value: match[2],
-            };
-            results.push(config);
-          });
-          return results;
+          if [[ "$LABEL_NAME" == "testenv-up" ]]; then
+            echo "result=up" >> $GITHUB_OUTPUT
+          else
+            echo "result=noop" >> $GITHUB_OUTPUT
+          fi
 
-    - name: Limit to committers
-      if: >
-        steps.eval-body.outputs.result != 'noop' &&
-        github.event.comment.author_association != 'MEMBER' &&
-        github.event.comment.author_association != 'OWNER'
-      uses: actions/github-script@v7
-      with:
-        github-token: ${{github.token}}
-        script: |
-          const errMsg = '@${{ github.event.comment.user.login }} Ephemeral environment creation is currently limited to committers.'
-          github.rest.issues.createComment({
-            issue_number: ${{ github.event.issue.number }},
-            owner: context.repo.owner,
-            repo: context.repo.repo,
-            body: errMsg
-          })
-          core.setFailed(errMsg)
+      - name: Get event SHA
+        id: get-sha
+        if: steps.eval-label.outputs.result == 'up'
+        uses: actions/github-script@v7
+        with:
+          github-token: ${{ secrets.GITHUB_TOKEN }}
+          script: |
+            let prSha;
+
+            // If event is workflow_dispatch, use the issue_number from inputs
+            if (context.eventName === "workflow_dispatch") {
+              const prNumber = "${{ github.event.inputs.issue_number }}";
+              if (!prNumber) {
+                console.log("No PR number found.");
+                return;
+              }
+
+              // Fetch PR details using the provided issue_number
+              const { data: pr } = await github.rest.pulls.get({
+                owner: context.repo.owner,
+                repo: context.repo.repo,
+                pull_number: prNumber
+              });
+
+              prSha = pr.head.sha;
+            } else {
+              // If it's not workflow_dispatch, use the PR head sha from the event
+              prSha = context.payload.pull_request.head.sha;
+            }
+
+            console.log(`PR SHA: ${prSha}`);
+            core.setOutput("sha", prSha);
+
+      - name: Looking for feature flags in PR description
+        uses: actions/github-script@v7
+        id: eval-feature-flags
+        if: steps.eval-label.outputs.result == 'up'
+        with:
+          script: |
+            const description = context.payload.pull_request
+              ? context.payload.pull_request.body || ''
+              : context.payload.inputs.pr_description || '';
+
+            const pattern = /FEATURE_(\w+)=(\w+)/g;
+            let results = [];
+            [...description.matchAll(pattern)].forEach(match => {
+              const config = {
+                name: `SUPERSET_FEATURE_${match[1]}`,
+                value: match[2],
+              };
+              results.push(config);
+            });
+
+            return results;
+
+      - name: Reply with confirmation comment
+        uses: actions/github-script@v7
+        if: steps.eval-label.outputs.result == 'up'
+        with:
+          github-token: ${{ secrets.GITHUB_TOKEN }}
+          script: |
+            const action = '${{ steps.eval-label.outputs.result }}';
+            const user = context.actor;
+            const runId = context.runId;
+            const workflowUrl = `${context.serverUrl}/${context.repo.owner}/${context.repo.repo}/actions/runs/${runId}`;
+
+            const issueNumber = context.payload.pull_request
+              ? context.payload.pull_request.number
+              : context.payload.inputs.issue_number;
+
+            if (!issueNumber) {
+              throw new Error("Issue number is not available.");
+            }
+
+            const body = `@${user} Processing your ephemeral environment request [here](${workflowUrl}). Action: **${action}**.`;
+
+            await github.rest.issues.createComment({
+              owner: context.repo.owner,
+              repo: context.repo.repo,
+              issue_number: issueNumber,
+              body,
+            });
 
   ephemeral-docker-build:
     concurrency:
-      group: ${{ github.workflow }}-${{ github.event.issue.number || github.run_id }}-build
+      group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.run_id }}-build
       cancel-in-progress: true
-    needs: ephemeral-env-comment
+    needs: ephemeral-env-label
+    if: needs.ephemeral-env-label.outputs.slash-command == 'up'
     name: ephemeral-docker-build
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     steps:
-      - name: Get Info from comment
-        uses: actions/github-script@v7
-        id: get-pr-info
-        with:
-          script: |
-            const request = {
-                owner: context.repo.owner,
-                repo: context.repo.repo,
-                pull_number: ${{ github.event.issue.number }},
-            }
-            core.info(`Getting PR #${request.pull_number} from ${request.owner}/${request.repo}`)
-            const pr = await github.rest.pulls.get(request);
-            return pr.data;
-
-      - name: Debug
-        id: get-sha
-        run: |
-          echo "sha=${{ fromJSON(steps.get-pr-info.outputs.result).head.sha }}" >> $GITHUB_OUTPUT
-
-      - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} : ${{steps.get-sha.outputs.sha}} )"
+      - name: "Checkout ${{ github.ref }} ( ${{ needs.ephemeral-env-label.outputs.sha }} : ${{steps.get-sha.outputs.sha}} )"
         uses: actions/checkout@v4
         with:
-          ref: ${{ steps.get-sha.outputs.sha }}
+          ref: ${{ needs.ephemeral-env-label.outputs.sha }}
           persist-credentials: false
 
-      - name: Set up QEMU
-        uses: docker/setup-qemu-action@v3
+      - name: Setup Docker Environment
+        uses: ./.github/actions/setup-docker
+        with:
+          dockerhub-user: ${{ secrets.DOCKERHUB_USER }}
+          dockerhub-token: ${{ secrets.DOCKERHUB_TOKEN }}
+          build: "true"
+          install-docker-compose: "false"
 
-      - name: Set up Docker Buildx
-        uses: docker/setup-buildx-action@v3
+      - name: Setup supersetbot
+        uses: ./.github/actions/setup-supersetbot/
 
       - name: Build ephemeral env image
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
         run: |
-          ./scripts/build_docker.py \
-            "ci" \
-            "pull_request" \
-            --build_context_ref ${{ github.event.issue.number }}
+          supersetbot docker \
+            --push \
+            --load \
+            --preset ci \
+            --platform  linux/amd64 \
+            --context-ref "$RELEASE" \
+            --extra-flags "--build-arg INCLUDE_CHROMIUM=false"
 
       - name: Configure AWS credentials
         uses: aws-actions/configure-aws-credentials@v4
@@ -144,140 +189,141 @@ jobs:
         env:
           ECR_REGISTRY: ${{ steps.login-ecr.outputs.registry }}
           ECR_REPOSITORY: superset-ci
-          IMAGE_TAG: apache/superset:${{ steps.get-sha.outputs.sha }}-ci
+          IMAGE_TAG: apache/superset:${{ needs.ephemeral-env-label.outputs.sha }}-ci
+          PR_NUMBER: ${{ github.event.inputs.issue_number || github.event.pull_request.number }}
         run: |
-          docker tag $IMAGE_TAG $ECR_REGISTRY/$ECR_REPOSITORY:pr-${{ github.event.issue.number }}-ci
+          docker tag $IMAGE_TAG $ECR_REGISTRY/$ECR_REPOSITORY:pr-$PR_NUMBER-ci
           docker push -a $ECR_REGISTRY/$ECR_REPOSITORY
 
   ephemeral-env-up:
-    needs: [ephemeral-env-comment, ephemeral-docker-build]
-    if: needs.ephemeral-env-comment.outputs.slash-command == 'up'
+    needs: [ephemeral-env-label, ephemeral-docker-build]
+    if: needs.ephemeral-env-label.outputs.slash-command == 'up'
     name: Spin up an ephemeral environment
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     permissions:
       contents: read
       pull-requests: write
 
     steps:
-    - uses: actions/checkout@v4
-      with:
-        persist-credentials: false
+      - uses: actions/checkout@v4
+        with:
+          persist-credentials: false
 
-    - name: Configure AWS credentials
-      uses: aws-actions/configure-aws-credentials@v4
-      with:
-        aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }}
-        aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
-        aws-region: us-west-2
+      - name: Configure AWS credentials
+        uses: aws-actions/configure-aws-credentials@v4
+        with:
+          aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }}
+          aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
+          aws-region: us-west-2
 
-    - name: Login to Amazon ECR
-      id: login-ecr
-      uses: aws-actions/amazon-ecr-login@v2
+      - name: Login to Amazon ECR
+        id: login-ecr
+        uses: aws-actions/amazon-ecr-login@v2
 
-    - name: Check target image exists in ECR
-      id: check-image
-      continue-on-error: true
-      run: |
-        aws ecr describe-images \
-        --registry-id $(echo "${{ steps.login-ecr.outputs.registry }}" | grep -Eo "^[0-9]+") \
-        --repository-name superset-ci \
-        --image-ids imageTag=pr-${{ github.event.issue.number }}-ci
+      - name: Check target image exists in ECR
+        id: check-image
+        continue-on-error: true
+        env:
+          PR_NUMBER: ${{ github.event.inputs.issue_number || github.event.pull_request.number }}
+        run: |
+          aws ecr describe-images \
+          --registry-id $(echo "${{ steps.login-ecr.outputs.registry }}" | grep -Eo "^[0-9]+") \
+          --repository-name superset-ci \
+          --image-ids imageTag=pr-$PR_NUMBER-ci
 
-    - name: Fail on missing container image
-      if: steps.check-image.outcome == 'failure'
-      uses: actions/github-script@v7
-      with:
-        github-token: ${{github.token}}
-        script: |
-          const errMsg = '@${{ github.event.comment.user.login }} Container image not yet published for this PR. Please try again when build is complete.'
-          github.rest.issues.createComment({
-            issue_number: ${{ github.event.issue.number }},
-            owner: context.repo.owner,
-            repo: context.repo.repo,
-            body: errMsg
-          })
-          core.setFailed(errMsg)
+      - name: Fail on missing container image
+        if: steps.check-image.outcome == 'failure'
+        uses: actions/github-script@v7
+        with:
+          github-token: ${{ github.token }}
+          script: |
+            const errMsg = '@${{ github.event.comment.user.login }} Container image not yet published for this PR. Please try again when build is complete.';
+            github.rest.issues.createComment({
+              issue_number: ${{ github.event.inputs.issue_number || github.event.pull_request.number }},
+              owner: context.repo.owner,
+              repo: context.repo.repo,
+              body: errMsg
+            });
+            core.setFailed(errMsg);
 
-    - name: Fill in the new image ID in the Amazon ECS task definition
-      id: task-def
-      uses: aws-actions/amazon-ecs-render-task-definition@v1
-      with:
-        task-definition: .github/workflows/ecs-task-definition.json
-        container-name: superset-ci
-        image: ${{ steps.login-ecr.outputs.registry }}/superset-ci:pr-${{ github.event.issue.number }}-ci
+      - name: Fill in the new image ID in the Amazon ECS task definition
+        id: task-def
+        uses: aws-actions/amazon-ecs-render-task-definition@v1
+        with:
+          task-definition: .github/workflows/ecs-task-definition.json
+          container-name: superset-ci
+          image: ${{ steps.login-ecr.outputs.registry }}/superset-ci:pr-${{ github.event.inputs.issue_number || github.event.pull_request.number }}-ci
 
-    - name: Update env vars in the Amazon ECS task definition
-      run: |
-        cat <<< "$(jq '.containerDefinitions[0].environment += ${{ needs.ephemeral-env-comment.outputs.feature-flags }}' < ${{ steps.task-def.outputs.task-definition }})" > ${{ steps.task-def.outputs.task-definition }}
+      - name: Update env vars in the Amazon ECS task definition
+        run: |
+          cat <<< "$(jq '.containerDefinitions[0].environment += ${{ needs.ephemeral-env-label.outputs.feature-flags }}' < ${{ steps.task-def.outputs.task-definition }})" > ${{ steps.task-def.outputs.task-definition }}
 
-    - name: Describe ECS service
-      id: describe-services
-      run: |
-        echo "active=$(aws ecs describe-services --cluster superset-ci --services pr-${{ github.event.issue.number }}-service | jq '.services[] | select(.status == "ACTIVE") | any')" >> $GITHUB_OUTPUT
-    - name: Create ECS service
-      if: steps.describe-services.outputs.active != 'true'
-      id: create-service
-      env:
-        ECR_SUBNETS: subnet-0e15a5034b4121710,subnet-0e8efef4a72224974
-        ECR_SECURITY_GROUP: sg-092ff3a6ae0574d91
-      run: |
-        aws ecs create-service \
-        --cluster superset-ci \
-        --service-name pr-${{ github.event.issue.number }}-service \
-        --task-definition superset-ci \
-        --launch-type FARGATE \
-        --desired-count 1 \
-        --platform-version LATEST \
-        --network-configuration "awsvpcConfiguration={subnets=[$ECR_SUBNETS],securityGroups=[$ECR_SECURITY_GROUP],assignPublicIp=ENABLED}" \
-        --tags key=pr,value=${{ github.event.issue.number }} key=github_user,value=${{ github.actor }}
+      - name: Describe ECS service
+        id: describe-services
+        run: |
+          echo "active=$(aws ecs describe-services --cluster superset-ci --services pr-${{ github.event.inputs.issue_number || github.event.pull_request.number }}-service | jq '.services[] | select(.status == "ACTIVE") | any')" >> $GITHUB_OUTPUT
+      - name: Create ECS service
+        id: create-service
+        if: steps.describe-services.outputs.active != 'true'
+        env:
+          ECR_SUBNETS: subnet-0e15a5034b4121710,subnet-0e8efef4a72224974
+          ECR_SECURITY_GROUP: sg-092ff3a6ae0574d91
+          PR_NUMBER: ${{ github.event.inputs.issue_number || github.event.pull_request.number }}
+        run: |
+          aws ecs create-service \
+          --cluster superset-ci \
+          --service-name pr-$PR_NUMBER-service \
+          --task-definition superset-ci \
+          --launch-type FARGATE \
+          --desired-count 1 \
+          --platform-version LATEST \
+          --network-configuration "awsvpcConfiguration={subnets=[$ECR_SUBNETS],securityGroups=[$ECR_SECURITY_GROUP],assignPublicIp=ENABLED}" \
+          --tags key=pr,value=$PR_NUMBER key=github_user,value=${{ github.actor }}
+      - name: Deploy Amazon ECS task definition
+        id: deploy-task
+        uses: aws-actions/amazon-ecs-deploy-task-definition@v2
+        with:
+          task-definition: ${{ steps.task-def.outputs.task-definition }}
+          service: pr-${{ github.event.inputs.issue_number || github.event.pull_request.number }}-service
+          cluster: superset-ci
+          wait-for-service-stability: true
+          wait-for-minutes: 10
 
-    - name: Deploy Amazon ECS task definition
-      id: deploy-task
-      uses: aws-actions/amazon-ecs-deploy-task-definition@v2
-      with:
-        task-definition: ${{ steps.task-def.outputs.task-definition }}
-        service: pr-${{ github.event.issue.number }}-service
-        cluster: superset-ci
-        wait-for-service-stability: true
-        wait-for-minutes: 10
-
-    - name: List tasks
-      id: list-tasks
-      run: |
-        echo "task=$(aws ecs list-tasks --cluster superset-ci --service-name pr-${{ github.event.issue.number }}-service | jq '.taskArns | first')" >> $GITHUB_OUTPUT
-
-    - name: Get network interface
-      id: get-eni
-      run: |
-        echo "eni=$(aws ecs describe-tasks --cluster superset-ci --tasks ${{ steps.list-tasks.outputs.task }} | jq '.tasks | .[0] | .attachments | .[0] | .details | map(select(.name=="networkInterfaceId")) | .[0] | .value')" >> $GITHUB_OUTPUT
-
-    - name: Get public IP
-      id: get-ip
-      run: |
-        echo "ip=$(aws ec2 describe-network-interfaces --network-interface-ids ${{ steps.get-eni.outputs.eni }} | jq -r '.NetworkInterfaces | first | .Association.PublicIp')" >> $GITHUB_OUTPUT
-
-    - name: Comment (success)
-      if: ${{ success() }}
-      uses: actions/github-script@v7
-      with:
-        github-token: ${{github.token}}
-        script: |
-          github.rest.issues.createComment({
-            issue_number: ${{ github.event.issue.number }},
-            owner: context.repo.owner,
-            repo: context.repo.repo,
-            body: '@${{ github.event.comment.user.login }} Ephemeral environment spinning up at http://${{ steps.get-ip.outputs.ip }}:8080. Credentials are `admin`/`admin`. Please allow several minutes for bootstrapping and startup.'
-          })
-
-    - name: Comment (failure)
-      if: ${{ failure() }}
-      uses: actions/github-script@v7
-      with:
-        github-token: ${{github.token}}
-        script: |
-          github.rest.issues.createComment({
-            issue_number: ${{ github.event.issue.number }},
-            owner: context.repo.owner,
-            repo: context.repo.repo,
-            body: '@${{ github.event.comment.user.login }} Ephemeral environment creation failed. Please check the Actions logs for details.'
-          })
+      - name: List tasks
+        id: list-tasks
+        run: |
+          echo "task=$(aws ecs list-tasks --cluster superset-ci --service-name pr-${{ github.event.inputs.issue_number || github.event.pull_request.number }}-service | jq '.taskArns | first')" >> $GITHUB_OUTPUT
+      - name: Get network interface
+        id: get-eni
+        run: |
+          echo "eni=$(aws ecs describe-tasks --cluster superset-ci --tasks ${{ steps.list-tasks.outputs.task }} | jq '.tasks[0].attachments[0].details | map(select(.name==\"networkInterfaceId\"))[0].value')" >> $GITHUB_OUTPUT
+      - name: Get public IP
+        id: get-ip
+        run: |
+          echo "ip=$(aws ec2 describe-network-interfaces --network-interface-ids ${{ steps.get-eni.outputs.eni }} | jq -r '.NetworkInterfaces | first | .Association.PublicIp')" >> $GITHUB_OUTPUT
+      - name: Comment (success)
+        if: ${{ success() }}
+        uses: actions/github-script@v7
+        with:
+          github-token: ${{github.token}}
+          script: |
+            const issue_number = context.payload.inputs?.issue_number || context.issue.number;
+            github.rest.issues.createComment({
+              issue_number: issue_number,
+              owner: context.repo.owner,
+              repo: context.repo.repo,
+              body: `@${{ github.actor }} Ephemeral environment spinning up at http://${{ steps.get-ip.outputs.ip }}:8080. Credentials are 'admin'/'admin'. Please allow several minutes for bootstrapping and startup.`
+            });
+      - name: Comment (failure)
+        if: ${{ failure() }}
+        uses: actions/github-script@v7
+        with:
+          github-token: ${{github.token}}
+          script: |
+            const issue_number = context.payload.inputs?.issue_number || context.issue.number;
+            github.rest.issues.createComment({
+              issue_number: issue_number,
+              owner: context.repo.owner,
+              repo: context.repo.repo,
+              body: '@${{ github.event.inputs.user_login || github.event.comment.user.login }} Ephemeral environment creation failed. Please check the Actions logs for details.'
+            })

.github/workflows/generate-FOSSA-report.yml

@@ -8,7 +8,7 @@ on:
 
 jobs:
   config:
-    runs-on: "ubuntu-22.04"
+    runs-on: ubuntu-24.04
     outputs:
       has-secrets: ${{ steps.check.outputs.has-secrets }}
     steps:
@@ -24,7 +24,7 @@ jobs:
     needs: config
     if: needs.config.outputs.has-secrets
     name: Generate Report
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     steps:
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
         uses: actions/checkout@v4

.github/workflows/github-action-validator.yml

@@ -11,7 +11,7 @@ on:
 jobs:
 
   validate-all-ghas:
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     steps:
       - name: Checkout Repository
         uses: actions/checkout@v4

.github/workflows/issue_creation.yml

@@ -9,7 +9,7 @@ on:
 
 jobs:
   superbot-orglabel:
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     permissions:
       contents: read
       pull-requests: write

.github/workflows/labeler.yml

@@ -7,7 +7,7 @@ jobs:
     permissions:
       contents: read
       pull-requests: write
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     steps:
     - uses: actions/labeler@v5
       with:

.github/workflows/latest-release-tag.yml

@@ -6,7 +6,7 @@ on:
 jobs:
   latest-release:
     name: Add/update tag to new release
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     permissions:
       contents: write
 

.github/workflows/license-check.yml

@@ -12,7 +12,7 @@ concurrency:
 jobs:
   license_check:
     name: License Check
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     steps:
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
         uses: actions/checkout@v4

.github/workflows/no-hold-label.yml

@@ -11,7 +11,7 @@ concurrency:
 
 jobs:
   check-hold-label:
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     steps:
     - name: Check for 'hold' label
       uses: actions/github-script@v7

.github/workflows/pr-lint.yml

@@ -10,7 +10,7 @@ on:
 
 jobs:
   lint-check:
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     permissions:
       contents: read
       pull-requests: write

.github/workflows/pre-commit.yml

@@ -15,10 +15,10 @@ concurrency:
 
 jobs:
   pre-commit:
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     strategy:
       matrix:
-        python-version: ["current", "next", "previous"]
+        python-version: ["current", "previous"]
     steps:
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
         uses: actions/checkout@v4
@@ -38,9 +38,26 @@ jobs:
           echo "HOMEBREW_CELLAR=$HOMEBREW_CELLAR" >>"${GITHUB_ENV}"
           echo "HOMEBREW_REPOSITORY=$HOMEBREW_REPOSITORY" >>"${GITHUB_ENV}"
           brew install norwoodj/tap/helm-docs
+      - name: Setup Node.js
+        uses: actions/setup-node@v4
+        with:
+          node-version: '20'
+
+      - name: Install Frontend Dependencies
+        run: |
+          cd superset-frontend
+          npm install
+
+      - name: Install Docs Dependencies
+        run: |
+          cd docs
+          yarn install
+
       - name: pre-commit
         run: |
           set +e  # Don't exit immediately on failure
+          # Skip auto-fixing in CI to ensure changes are committed locally
+          export SKIP_FIX=1
           pre-commit run --all-files
           if [ $? -ne 0 ] || ! git diff --quiet --exit-code; then
             echo "❌ Pre-commit check failed."

.github/workflows/prefer-typescript.yml

@@ -21,7 +21,7 @@ jobs:
   prefer_typescript:
     if: github.ref == 'ref/heads/master' && github.event_name == 'pull_request'
     name: Prefer TypeScript
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     permissions:
       contents: read
       pull-requests: write

.github/workflows/release.yml

@@ -8,7 +8,7 @@ on:
 
 jobs:
   config:
-    runs-on: "ubuntu-22.04"
+    runs-on: ubuntu-24.04
     outputs:
       has-secrets: ${{ steps.check.outputs.has-secrets }}
     steps:
@@ -24,13 +24,7 @@ jobs:
     needs: config
     if: needs.config.outputs.has-secrets
     name: Bump version and publish package(s)
-
-    runs-on: ubuntu-22.04
-
-    strategy:
-      matrix:
-        node-version: [20]
-
+    runs-on: ubuntu-24.04
     steps:
       - uses: actions/checkout@v4
         with:
@@ -46,11 +40,11 @@ jobs:
           git fetch --prune --unshallow
           git tag -d `git tag | grep -E '^trigger-'`
 
-      - name: Use Node.js ${{ matrix.node-version }}
+      - name: Install Node.js
         if: env.HAS_TAGS
         uses: actions/setup-node@v4
         with:
-          node-version: ${{ matrix.node-version }}
+          node-version-file: './superset-frontend/.nvmrc'
 
       - name: Cache npm
         if: env.HAS_TAGS

.github/workflows/superset-applitool-cypress.yml

@@ -6,7 +6,7 @@ on:
 
 jobs:
   config:
-    runs-on: "ubuntu-22.04"
+    runs-on: ubuntu-24.04
     outputs:
       has-secrets: ${{ steps.check.outputs.has-secrets }}
     steps:
@@ -21,12 +21,11 @@ jobs:
   cypress-applitools:
     needs: config
     if: needs.config.outputs.has-secrets
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     strategy:
       fail-fast: false
       matrix:
         browser: ["chrome"]
-        node: [20]
     env:
       SUPERSET_ENV: development
       SUPERSET_CONFIG: tests.integration_tests.superset_test_config
@@ -66,7 +65,7 @@ jobs:
       - name: Setup Node.js
         uses: actions/setup-node@v4
         with:
-          node-version: ${{ matrix.node }}
+          node-version-file: './superset-frontend/.nvmrc'
       - name: Install npm dependencies
         uses: ./.github/actions/cached-dependencies
         with:

.github/workflows/superset-applitools-storybook.yml

@@ -12,7 +12,7 @@ env:
 
 jobs:
   config:
-    runs-on: "ubuntu-22.04"
+    runs-on: ubuntu-24.04
     outputs:
       has-secrets: ${{ steps.check.outputs.has-secrets }}
     steps:
@@ -27,10 +27,7 @@ jobs:
   cron:
     needs: config
     if: needs.config.outputs.has-secrets
-    runs-on: ubuntu-22.04
-    strategy:
-      matrix:
-        node: [20]
+    runs-on: ubuntu-24.04
     steps:
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
         uses: actions/checkout@v4
@@ -41,7 +38,7 @@ jobs:
       - name: Set up Node.js
         uses: actions/setup-node@v4
         with:
-          node-version: ${{ matrix.node }}
+          node-version-file: './superset-frontend/.nvmrc'
       - name: Install eyes-storybook dependencies
         uses: ./.github/actions/cached-dependencies
         with:

.github/workflows/superset-cli.yml

@@ -15,7 +15,7 @@ concurrency:
 
 jobs:
   test-load-examples:
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     env:
       PYTHONPATH: ${{ github.workspace }}
       SUPERSET_CONFIG: tests.integration_tests.superset_test_config

.github/workflows/superset-docs-deploy.yml

@@ -12,7 +12,7 @@ on:
 
 jobs:
   config:
-    runs-on: "ubuntu-22.04"
+    runs-on: ubuntu-24.04
     outputs:
       has-secrets: ${{ steps.check.outputs.has-secrets }}
     steps:
@@ -28,17 +28,17 @@ jobs:
     needs: config
     if: needs.config.outputs.has-secrets
     name: Build & Deploy
-    runs-on: "ubuntu-22.04"
+    runs-on: ubuntu-24.04
     steps:
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
         uses: actions/checkout@v4
         with:
           persist-credentials: false
           submodules: recursive
-      - name: Set up Node.js 20
+      - name: Set up Node.js
         uses: actions/setup-node@v4
         with:
-          node-version: '20'
+          node-version-file: './docs/.nvmrc'
       - name: Setup Python
         uses: ./.github/actions/setup-backend/
       - uses: actions/setup-java@v4

.github/workflows/superset-docs-verify.yml

@@ -24,11 +24,10 @@ jobs:
       - uses: JustinBeckwith/linkinator-action@v1.11.0
         continue-on-error: true # This will make the job advisory (non-blocking, no red X)
         with:
-          paths: "**/*.md, **/*.mdx"
+          paths: "**/*.md, **/*.mdx, !superset-frontend/CHANGELOG.md"
           linksToSkip: >-
             ^https://github.com/apache/(superset|incubator-superset)/(pull|issue)/\d+,
             http://localhost:8088/,
-            docker/.env-non-dev,
             http://127.0.0.1:3000/,
             http://localhost:9001/,
             https://charts.bitnami.com/bitnami,
@@ -51,7 +50,7 @@ jobs:
             https://www.plaidcloud.com/
   build-deploy:
     name: Build & Deploy
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     defaults:
       run:
         working-directory: docs
@@ -61,10 +60,10 @@ jobs:
         with:
           persist-credentials: false
           submodules: recursive
-      - name: Set up Node.js 20
+      - name: Set up Node.js
         uses: actions/setup-node@v4
         with:
-          node-version: '20'
+          node-version-file: './docs/.nvmrc'
       - name: yarn install
         run: |
           yarn install --check-cache

.github/workflows/superset-e2e.yml

@@ -28,6 +28,7 @@ concurrency:
 
 jobs:
   cypress-matrix:
+    # Somehow one test flakes on 24.04 for unknown reasons, this is the only GHA left on 22.04
     runs-on: ubuntu-22.04
     permissions:
       contents: read
@@ -108,7 +109,7 @@ jobs:
         if: steps.check.outputs.python || steps.check.outputs.frontend
         uses: actions/setup-node@v4
         with:
-          node-version: "20"
+          node-version-file: './superset-frontend/.nvmrc'
       - name: Install npm dependencies
         if: steps.check.outputs.python || steps.check.outputs.frontend
         uses: ./.github/actions/cached-dependencies
@@ -137,7 +138,7 @@ jobs:
           run: cypress-run-all ${{ env.USE_DASHBOARD }}
       - name: Upload Artifacts
         uses: actions/upload-artifact@v4
-        if: github.event_name == 'workflow_dispatch' && (steps.check.outputs.python || steps.check.outputs.frontend)
+        if: failure()
         with:
           path: ${{ github.workspace }}/superset-frontend/cypress-base/cypress/screenshots
-          name: cypress-artifact-${{ github.run_id }}-${{ github.job }}
+          name: cypress-artifact-${{ github.run_id }}-${{ github.job }}-${{ matrix.browser }}-${{ matrix.parallel_id }}

.github/workflows/superset-frontend.yml

@@ -1,4 +1,4 @@
-name: Frontend
+name: "Frontend Build CI (unit tests, linting & sanity checks)"
 
 on:
   push:
@@ -13,68 +13,168 @@ concurrency:
   group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.run_id }}
   cancel-in-progress: true
 
+env:
+  TAG: apache/superset:GHA-${{ github.run_id }}
+
 jobs:
   frontend-build:
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
+    outputs:
+      should-run: ${{ steps.check.outputs.frontend }}
     steps:
-      - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
+      - name: Checkout Code
         uses: actions/checkout@v4
         with:
           persist-credentials: false
-          submodules: recursive
-      - name: Check npm lock file version
-        run: ./scripts/ci_check_npm_lock_version.sh ./superset-frontend/package-lock.json
-      - name: Check for file changes
+
+      - name: Check for File Changes
         id: check
         uses: ./.github/actions/change-detector/
         with:
           token: ${{ secrets.GITHUB_TOKEN }}
-      - name: Setup Node.js
+
+      - name: Build Docker Image
         if: steps.check.outputs.frontend
-        uses: actions/setup-node@v4
+        shell: bash
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        run: |
+          docker buildx build \
+            -t $TAG \
+            --cache-from=type=registry,ref=apache/superset-cache:3.10-slim-bookworm \
+            --target superset-node-ci \
+            .
+
+      - name: Save Docker Image as Artifact
+        if: steps.check.outputs.frontend
+        run: |
+          docker save $TAG | gzip > docker-image.tar.gz
+
+      - name: Upload Docker Image Artifact
+        if: steps.check.outputs.frontend
+        uses: actions/upload-artifact@v4
         with:
-          node-version: "20"
-      - name: Install dependencies
-        if: steps.check.outputs.frontend
-        uses: ./.github/actions/cached-dependencies
+          name: docker-image
+          path: docker-image.tar.gz
+
+  sharded-jest-tests:
+    needs: frontend-build
+    if: needs.frontend-build.outputs.should-run == 'true'
+    strategy:
+      matrix:
+        shard: [1, 2, 3, 4, 5, 6, 7, 8]
+      fail-fast: false
+    runs-on: ubuntu-24.04
+    steps:
+      - name: Download Docker Image Artifact
+        uses: actions/download-artifact@v4
         with:
-          run: npm-install
-      - name: eslint
-        if: steps.check.outputs.frontend
-        working-directory: ./superset-frontend
+          name: docker-image
+
+      - name: Load Docker Image
+        run: docker load < docker-image.tar.gz
+
+      - name: npm run test with coverage
         run: |
-          npm run eslint -- . --quiet
-      - name: tsc
-        if: steps.check.outputs.frontend
-        working-directory: ./superset-frontend
-        run: |
-          npm run type
-      - name: Build plugins packages
-        if: steps.check.outputs.frontend
-        working-directory: ./superset-frontend
-        run: npm run plugins:build
-      - name: Build plugins Storybook
-        if: steps.check.outputs.frontend
-        working-directory: ./superset-frontend
-        run: npm run plugins:build-storybook
-      - name: superset-ui/core coverage
-        if: steps.check.outputs.frontend
-        working-directory: ./superset-frontend
-        run: |
-          npm run core:cover
-      - name: unit tests
-        if: steps.check.outputs.frontend
-        working-directory: ./superset-frontend
-        run: |
-          npm run test -- --coverage --silent
-      # todo: remove this step when fix generator as a project in root jest.config.js
-      - name: generator-superset unit tests
-        if: steps.check.outputs.frontend
-        working-directory: ./superset-frontend/packages/generator-superset
-        run: npm run test
-      - name: Upload code coverage
-        uses: codecov/codecov-action@v4
+          mkdir -p ${{ github.workspace }}/superset-frontend/coverage
+          docker run \
+          -v ${{ github.workspace }}/superset-frontend/coverage:/app/superset-frontend/coverage \
+          --rm $TAG \
+          bash -c \
+          "npm run test -- --coverage --shard=${{ matrix.shard }}/8 --coverageReporters=json-summary"
+
+      - name: Upload Coverage Artifact
+        uses: actions/upload-artifact@v4
+        with:
+          name: coverage-artifacts-${{ matrix.shard }}
+          path: superset-frontend/coverage
+
+  report-coverage:
+    needs: [sharded-jest-tests]
+    if: needs.frontend-build.outputs.should-run == 'true'
+    runs-on: ubuntu-24.04
+    steps:
+      - name: Download Coverage Artifacts
+        uses: actions/download-artifact@v4
+        with:
+          pattern: coverage-artifacts-*
+          path: coverage/
+
+      - name: Show Files
+        run: find coverage/
+
+      - name: Merge Code Coverage
+        run: npx nyc merge coverage/ merged-output/coverage-summary.json
+
+      - name: Upload Code Coverage
+        uses: codecov/codecov-action@v5
         with:
           flags: javascript
           token: ${{ secrets.CODECOV_TOKEN }}
           verbose: true
+          files: merged-output/coverage-summary.json
+          slug: apache/superset
+
+  core-cover:
+    needs: frontend-build
+    if: needs.frontend-build.outputs.should-run == 'true'
+    runs-on: ubuntu-24.04
+    steps:
+      - name: Download Docker Image Artifact
+        uses: actions/download-artifact@v4
+        with:
+          name: docker-image
+
+      - name: Load Docker Image
+        run: docker load < docker-image.tar.gz
+
+      - name: superset-ui/core coverage
+        run: |
+          docker run --rm $TAG bash -c \
+          "npm run core:cover"
+
+  lint-frontend:
+    needs: frontend-build
+    if: needs.frontend-build.outputs.should-run == 'true'
+    runs-on: ubuntu-24.04
+    steps:
+      - name: Download Docker Image Artifact
+        uses: actions/download-artifact@v4
+        with:
+          name: docker-image
+
+      - name: Load Docker Image
+        run: docker load < docker-image.tar.gz
+
+      - name: eslint
+        run: |
+          docker run --rm $TAG bash -c \
+          "npm i && npm run eslint -- . --quiet"
+
+      - name: tsc
+        run: |
+          docker run --rm $TAG bash -c \
+          "npm run type"
+
+  validate-frontend:
+    needs: frontend-build
+    if: needs.frontend-build.outputs.should-run == 'true'
+    runs-on: ubuntu-24.04
+    steps:
+      - name: Download Docker Image Artifact
+        uses: actions/download-artifact@v4
+        with:
+          name: docker-image
+
+      - name: Load Docker Image
+        run: docker load < docker-image.tar.gz
+
+      - name: Build Plugins Packages
+        run: |
+          docker run --rm $TAG bash -c \
+          "npm run plugins:build"
+
+      - name: Build Plugins Storybook
+        run: |
+          docker run --rm $TAG bash -c \
+          "npm run plugins:build-storybook"

.github/workflows/superset-helm-lint.yml

@@ -1,4 +1,4 @@
-name: Lint and Test Charts
+name: "Helm: lint and test charts"
 
 on:
   pull_request:
@@ -13,7 +13,7 @@ concurrency:
 
 jobs:
   lint-test:
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     steps:
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
         uses: actions/checkout@v4
@@ -25,7 +25,7 @@ jobs:
       - name: Set up Helm
         uses: azure/setup-helm@v4
         with:
-          version: v3.5.4
+          version: v3.16.4
 
       - name: Setup Python
         uses: ./.github/actions/setup-backend/

.github/workflows/superset-helm-release.yml

@@ -1,4 +1,8 @@
-name: Release Charts
+# This workflow automates the release process for Helm charts.
+# The workflow creates a new branch for the release and opens a pull request against the 'gh-pages' branch,
+# allowing the changes to be reviewed and merged manually.
+
+name: "Helm: release charts"
 
 on:
   push:
@@ -7,18 +11,28 @@ on:
       - "[0-9].[0-9]*"
     paths:
       - "helm/**"
+  workflow_dispatch:
+    inputs:
+      ref:
+        description: "The branch, tag, or commit SHA to check out"
+        required: false
+        default: "master"
 
 jobs:
   release:
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     permissions:
       contents: write
+      pull-requests: write
+    env:
+      GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
 
     steps:
-      - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
+      - name: Checkout code
         uses: actions/checkout@v4
         with:
-          persist-credentials: false
+          ref: ${{ inputs.ref || github.ref_name }}
+          persist-credentials: true
           submodules: recursive
           fetch-depth: 0
 
@@ -35,11 +49,77 @@ jobs:
       - name: Add bitnami repo dependency
         run: helm repo add bitnami https://charts.bitnami.com/bitnami
 
+      - name: Fetch/list all tags
+        run: |
+          # Debugging tags
+          git fetch --tags --force
+          git tag -d superset-helm-chart-0.13.4 || true
+          echo "DEBUG TAGS"
+          git show-ref --tags
+
+      - name: Create unique pages branch name
+        id: vars
+        run: echo "branch_name=helm-publish-${GITHUB_SHA:0:7}" >> $GITHUB_ENV
+
+      - name: Force recreate branch from gh-pages
+        run: |
+          # Ensure a clean working directory
+          git reset --hard
+          git clean -fdx
+          git checkout -b local_gha_temp
+          git submodule update
+
+          # Fetch the latest gh-pages branch
+          git fetch origin gh-pages
+
+          # Check out and reset the target branch based on gh-pages
+          git checkout -B ${{ env.branch_name }} origin/gh-pages
+
+          # Remove submodules from the branch
+          git submodule deinit -f --all
+
+          # Force push to the remote branch
+          git push origin ${{ env.branch_name }} --force
+
+          # Return to the original branch
+          git checkout local_gha_temp
+
+      - name: Fetch/list all tags
+        run: |
+          git submodule update
+          cat .github/actions/chart-releaser-action/action.yml
+
       - name: Run chart-releaser
         uses: ./.github/actions/chart-releaser-action
         with:
+          version: v1.6.0
           charts_dir: helm
           mark_as_latest: false
+          pages_branch: ${{ env.branch_name }}
         env:
           CR_TOKEN: "${{ github.token }}"
           CR_RELEASE_NAME_TEMPLATE: "superset-helm-chart-{{ .Version }}"
+
+      - name: Open Pull Request
+        uses: actions/github-script@v7
+        with:
+          script: |
+            const branchName = '${{ env.branch_name }}';
+            const [owner, repo] = process.env.GITHUB_REPOSITORY.split('/');
+
+            if (!branchName) {
+              throw new Error("Branch name is not defined.");
+            }
+
+            const pr = await github.rest.pulls.create({
+              owner,
+              repo,
+              title: `Helm chart release for ${branchName}`,
+              head: branchName,
+              base: "gh-pages", // Adjust if the target branch is different
+              body: `This PR releases Helm charts to the gh-pages branch.`,
+            });
+
+            core.info(`Pull request created: ${pr.data.html_url}`);
+        env:
+          BRANCH_NAME: ${{ env.branch_name }}

.github/workflows/superset-python-integrationtest.yml

@@ -15,7 +15,7 @@ concurrency:
 
 jobs:
   test-mysql:
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     env:
       PYTHONPATH: ${{ github.workspace }}
       SUPERSET_CONFIG: tests.integration_tests.superset_test_config
@@ -68,16 +68,16 @@ jobs:
         run: |
           ./scripts/python_tests.sh
       - name: Upload code coverage
-        uses: codecov/codecov-action@v4
+        uses: codecov/codecov-action@v5
         with:
           flags: python,mysql
           token: ${{ secrets.CODECOV_TOKEN }}
           verbose: true
   test-postgres:
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     strategy:
       matrix:
-        python-version: ["current", "next", "previous"]
+        python-version: ["current", "previous"]
     env:
       PYTHONPATH: ${{ github.workspace }}
       SUPERSET_CONFIG: tests.integration_tests.superset_test_config
@@ -129,14 +129,14 @@ jobs:
         run: |
           ./scripts/python_tests.sh
       - name: Upload code coverage
-        uses: codecov/codecov-action@v4
+        uses: codecov/codecov-action@v5
         with:
           flags: python,postgres
           token: ${{ secrets.CODECOV_TOKEN }}
           verbose: true
 
   test-sqlite:
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     env:
       PYTHONPATH: ${{ github.workspace }}
       SUPERSET_CONFIG: tests.integration_tests.superset_test_config
@@ -181,7 +181,7 @@ jobs:
         run: |
           ./scripts/python_tests.sh
       - name: Upload code coverage
-        uses: codecov/codecov-action@v4
+        uses: codecov/codecov-action@v5
         with:
           flags: python,sqlite
           token: ${{ secrets.CODECOV_TOKEN }}

.github/workflows/superset-python-presto-hive.yml

@@ -16,7 +16,7 @@ concurrency:
 
 jobs:
   test-postgres-presto:
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     env:
       PYTHONPATH: ${{ github.workspace }}
       SUPERSET_CONFIG: tests.integration_tests.superset_test_config
@@ -77,14 +77,14 @@ jobs:
         run: |
           ./scripts/python_tests.sh -m 'chart_data_flow or sql_json_flow'
       - name: Upload code coverage
-        uses: codecov/codecov-action@v4
+        uses: codecov/codecov-action@v5
         with:
           flags: python,presto
           token: ${{ secrets.CODECOV_TOKEN }}
           verbose: true
 
   test-postgres-hive:
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     env:
       PYTHONPATH: ${{ github.workspace }}
       SUPERSET_CONFIG: tests.integration_tests.superset_test_config
@@ -142,9 +142,10 @@ jobs:
       - name: Python unit tests (PostgreSQL)
         if: steps.check.outputs.python
         run: |
+          pip install -e .[hive]
           ./scripts/python_tests.sh -m 'chart_data_flow or sql_json_flow'
       - name: Upload code coverage
-        uses: codecov/codecov-action@v4
+        uses: codecov/codecov-action@v5
         with:
           flags: python,hive
           token: ${{ secrets.CODECOV_TOKEN }}

.github/workflows/superset-python-unittest.yml

@@ -16,10 +16,10 @@ concurrency:
 
 jobs:
   unit-tests:
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     strategy:
       matrix:
-        python-version: ["current", "next"]
+        python-version: ["previous", "current"]
     env:
       PYTHONPATH: ${{ github.workspace }}
     steps:
@@ -46,7 +46,7 @@ jobs:
         run: |
           pytest --durations-min=0.5 --cov-report= --cov=superset ./tests/common ./tests/unit_tests --cache-clear
       - name: Upload code coverage
-        uses: codecov/codecov-action@v4
+        uses: codecov/codecov-action@v5
         with:
           flags: python,unit
           token: ${{ secrets.CODECOV_TOKEN }}

.github/workflows/superset-translations.yml

@@ -15,7 +15,7 @@ concurrency:
 
 jobs:
   frontend-check-translations:
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     steps:
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
         uses: actions/checkout@v4
@@ -33,7 +33,7 @@ jobs:
         if: steps.check.outputs.frontend
         uses: actions/setup-node@v4
         with:
-          node-version:  '18'
+          node-version-file:  './superset-frontend/.nvmrc'
       - name: Install dependencies
         if: steps.check.outputs.frontend
         uses: ./.github/actions/cached-dependencies
@@ -46,7 +46,7 @@ jobs:
           npm run build-translation
 
   babel-extract:
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     steps:
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
         uses: actions/checkout@v4

.github/workflows/superset-websocket.yml

@@ -18,7 +18,7 @@ concurrency:
 
 jobs:
   app-checks:
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     steps:
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
         uses: actions/checkout@v4

.github/workflows/supersetbot.yml

@@ -15,7 +15,7 @@ on:
 
 jobs:
   supersetbot:
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     if: >
       github.event_name == 'workflow_dispatch' ||
       (github.event_name == 'issue_comment' && contains(github.event.comment.body, '@supersetbot'))

.github/workflows/tag-release.yml

@@ -23,7 +23,7 @@ on:
           - 'false'
 jobs:
   config:
-    runs-on: "ubuntu-22.04"
+    runs-on: ubuntu-24.04
     outputs:
       has-secrets: ${{ steps.check.outputs.has-secrets }}
     steps:
@@ -39,23 +39,26 @@ jobs:
     needs: config
     if: needs.config.outputs.has-secrets
     name: docker-release
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     strategy:
       matrix:
         build_preset: ["dev", "lean", "py310", "websocket", "dockerize", "py311"]
       fail-fast: false
     steps:
-      - name: Set up QEMU
-        uses: docker/setup-qemu-action@v3
-
-      - name: Set up Docker Buildx
-        uses: docker/setup-buildx-action@v3
 
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
         uses: actions/checkout@v4
         with:
           fetch-depth: 0
 
+      - name: Setup Docker Environment
+        uses: ./.github/actions/setup-docker
+        with:
+          dockerhub-user: ${{ secrets.DOCKERHUB_USER }}
+          dockerhub-token: ${{ secrets.DOCKERHUB_TOKEN }}
+          install-docker-compose: "false"
+          build: "true"
+
       - name: Use Node.js 20
         uses: actions/setup-node@v4
         with:
@@ -64,13 +67,6 @@ jobs:
       - name: Setup supersetbot
         uses: ./.github/actions/setup-supersetbot/
 
-      - name: Try to login to DockerHub
-        continue-on-error: true
-        uses: docker/login-action@v3
-        with:
-          username: ${{ secrets.DOCKERHUB_USER }}
-          password: ${{ secrets.DOCKERHUB_TOKEN }}
-
       - name: Execute custom Node.js script
         env:
           DOCKERHUB_USER: ${{ secrets.DOCKERHUB_USER }}
@@ -91,6 +87,7 @@ jobs:
           fi
 
           supersetbot docker \
+            --push \
             --preset ${{ matrix.build_preset }} \
             --context "$EVENT" \
             --context-ref "$RELEASE" $FORCE_LATEST \
@@ -103,7 +100,7 @@ jobs:
   update-prs-with-release-info:
     needs: config
     if: needs.config.outputs.has-secrets
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     permissions:
       contents: read
       pull-requests: write

.github/workflows/tech-debt.yml

@@ -8,7 +8,7 @@ on:
 
 jobs:
   config:
-    runs-on: "ubuntu-22.04"
+    runs-on: ubuntu-24.04
     outputs:
       has-secrets: ${{ steps.check.outputs.has-secrets }}
     steps:
@@ -23,7 +23,7 @@ jobs:
   process-and-upload:
     needs: config
     if: needs.config.outputs.has-secrets
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     name: Generate Reports
     steps:
       - name: Checkout Repository
@@ -32,7 +32,7 @@ jobs:
       - name: Set up Node.js
         uses: actions/setup-node@v4
         with:
-          node-version: '20'
+          node-version-file: './superset-frontend/.nvmrc'
 
       - name: Install Dependencies
         run: npm install

.github/workflows/welcome-new-users.yml

@@ -6,7 +6,7 @@ on:
 
 jobs:
   welcome:
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     permissions:
       pull-requests: write
 

.gitignore

@@ -21,6 +21,7 @@
 *.swp
 __pycache__
 
+.aider*
 .local
 .cache
 .bento*
@@ -50,7 +51,6 @@ env
 venv*
 env_py3
 envpy3
-env36
 local_config.py
 /superset_config.py
 /superset_text.yml
@@ -66,7 +66,10 @@ superset-websocket/config.json
 *.js.map
 node_modules
 npm-debug.log*
-superset/static/assets
+superset/static/assets/*
+!superset/static/assets/.gitkeep
+superset/static/uploads/*
+!superset/static/uploads/.gitkeep
 superset/static/version_info.json
 superset-frontend/**/esm/*
 superset-frontend/**/lib/*
@@ -122,3 +125,4 @@ docker/*local*
 # Jest test report
 test-report.html
 superset/static/stats/statistics.html
+.aider*

.pre-commit-config.yaml

@@ -16,11 +16,11 @@
 #
 repos:
   - repo: https://github.com/MarcoGorelli/auto-walrus
-    rev: v0.2.2
+    rev: 0.3.4
     hooks:
       - id: auto-walrus
   - repo: https://github.com/pre-commit/mirrors-mypy
-    rev: v1.3.0
+    rev: v1.15.0
     hooks:
       - id: mypy
         args: [--check-untyped-defs]
@@ -38,31 +38,54 @@ repos:
             types-paramiko,
             types-Markdown,
           ]
-  - repo: https://github.com/peterdemin/pip-compile-multi
-    rev: v2.6.2
-    hooks:
-      - id: pip-compile-multi-verify
   - repo: https://github.com/pre-commit/pre-commit-hooks
-    rev: v4.4.0
+    rev: v5.0.0
     hooks:
       - id: check-docstring-first
       - id: check-added-large-files
-        exclude: ^.*\.(geojson)$|^docs/static/img/screenshots/.*
+        exclude: ^.*\.(geojson)$|^docs/static/img/screenshots/.*|^superset-frontend/CHANGELOG\.md$
       - id: check-yaml
         exclude: ^helm/superset/templates/
       - id: debug-statements
       - id: end-of-file-fixer
+        exclude: .*/lerna\.json$
       - id: trailing-whitespace
         exclude: ^.*\.(snap)
         args: ["--markdown-linebreak-ext=md"]
-  - repo: https://github.com/pre-commit/mirrors-prettier
-    rev: v3.1.0 # Use the sha or tag you want to point at
+  - repo: local
     hooks:
       - id: prettier
-        additional_dependencies:
-          - prettier@3.3.3
-        args: ["--ignore-path=./superset-frontend/.prettierignore"]
-        files: "superset-frontend"
+        name: prettier
+        entry: bash -c 'cd superset-frontend && if [ -z "$SKIP_FIX" ]; then npm run format -- --log-level error; else npm run prettier-check; fi'
+        language: system
+        files: '^superset-frontend/(src|spec|cypress-base|plugins|packages|.storybook)/.+\.(js|jsx|ts|tsx|css|less|scss|sass)$|^superset-frontend/package\.json$'
+        pass_filenames: true
+      - id: eslint-frontend
+        name: eslint (frontend)
+        entry: bash -c 'cd superset-frontend && if [ -z "$SKIP_FIX" ]; then npm run lint-fix; else npm run eslint; fi'
+        language: system
+        pass_filenames: true
+        files: ^superset-frontend/.*\.(js|jsx|ts|tsx)$
+# TODO - re-assess using this script-based linting rather than the npm command. Both approaches have their merits
+#       - id: eslint
+#         name: eslint
+#         entry: ./scripts/eslint.sh
+#         language: script
+#         pass_filenames: true
+#         files: ^superset-frontend\/.*\.(js|jsx|ts|tsx)$
+      - id: eslint-docs
+        name: eslint (docs)
+        entry: bash -c 'cd docs && FILES=$(echo "$@" | sed "s|docs/||g") && yarn eslint --ext .js,.jsx,.ts,.tsx --quiet $([ -z "$SKIP_FIX" ] && echo "--fix") $FILES'
+        language: system
+        pass_filenames: true
+        files: ^docs/.*\.(js|jsx|ts|tsx)$
+      - id: type-checking-frontend
+        name: Type-Checking (Frontend)
+        entry: bash -c './scripts/check-type.js package=superset-frontend excludeDeclarationDir=cypress-base'
+        language: system
+        files: ^superset-frontend\/.*\.(js|jsx|ts|tsx)$
+        exclude: ^superset-frontend/cypress-base\/
+        require_serial: true
   # blacklist unsafe functions like make_url (see #19526)
   - repo: https://github.com/skorokithakis/blacklist-pre-commit-hook
     rev: e2f070289d8eddcaec0b580d3bde29437e7c8221
@@ -70,27 +93,15 @@ repos:
       - id: blacklist
         args: ["--blacklisted-names=make_url", "--ignore=tests/"]
   - repo: https://github.com/norwoodj/helm-docs
-    rev: v1.11.0
+    rev: v1.14.2
     hooks:
       - id: helm-docs
         files: helm
+        verbose: false
+        args: ["--log-level", "error"]
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.4.0
+    rev: v0.9.7
     hooks:
       - id: ruff
-        args: [ --fix ]
+        args: [--fix]
       - id: ruff-format
-  - repo: local
-    hooks:
-      - id: pylint
-        name: pylint
-        entry: pylint
-        language: system
-        types: [python]
-        exclude: ^(tests/|superset/migrations/|scripts/|RELEASING/|docker/)
-        args:
-          [
-            "-rn", # Only display messages
-            "-sn", # Don't display the score
-            "--rcfile=.pylintrc",
-          ]

.pylintrc

@@ -1,380 +0,0 @@
-#
-# Licensed to the Apache Software Foundation (ASF) under one or more
-# contributor license agreements.  See the NOTICE file distributed with
-# this work for additional information regarding copyright ownership.
-# The ASF licenses this file to You under the Apache License, Version 2.0
-# (the "License"); you may not use this file except in compliance with
-# the License.  You may obtain a copy of the License at
-#
-#    http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-#
-[MASTER]
-
-# Specify a configuration file.
-#rcfile=
-
-# Python code to execute, usually for sys.path manipulation such as
-# pygtk.require().
-#init-hook=
-
-# Add files or directories to the blacklist. They should be base names, not
-# paths.
-ignore=CVS,migrations
-
-# Add files or directories matching the regex patterns to the blacklist. The
-# regex matches against base names, not paths.
-ignore-patterns=
-
-# Pickle collected data for later comparisons.
-persistent=yes
-
-# List of plugins (as comma separated values of python modules names) to load,
-# usually to register additional checkers.
-load-plugins=superset.extensions.pylint
-
-# Use multiple processes to speed up Pylint.
-jobs=2
-
-# Allow loading of arbitrary C extensions. Extensions are imported into the
-# active Python interpreter and may run arbitrary code.
-unsafe-load-any-extension=no
-
-# A comma-separated list of package or module names from where C extensions may
-# be loaded. Extensions are loading into the active Python interpreter and may
-# run arbitrary code
-extension-pkg-whitelist=pyarrow
-
-
-[MESSAGES CONTROL]
-
-# Only show warnings with the listed confidence levels. Leave empty to show
-# all. Valid levels: HIGH, INFERENCE, INFERENCE_FAILURE, UNDEFINED
-confidence=
-
-# Enable the message, report, category or checker with the given id(s). You can
-# either give multiple identifier separated by comma (,) or put this option
-# multiple time (only on the command line, not in the configuration file where
-# it should appear only once). See also the "--disable" option for examples.
-enable=
-    useless-suppression,
-
-# Disable the message, report, category or checker with the given id(s). You
-# can either give multiple identifiers separated by comma (,) or put this
-# option multiple times (only on the command line, not in the configuration
-# file where it should appear only once).You can also use "--disable=all" to
-# disable everything first and then reenable specific checks. For example, if
-# you want to run only the similarities checker, you can use "--disable=all
-# --enable=similarities". If you want to run only the classes checker, but have
-# no Warning level messages displayed, use"--disable=all --enable=classes
-# --disable=W"
-disable=
-    cyclic-import,  # re-enable once this no longer raises false positives
-    missing-docstring,
-    duplicate-code,
-    line-too-long,
-    unspecified-encoding,
-    too-many-instance-attributes  # re-enable once this no longer raises false positives
-
-[REPORTS]
-
-# Set the output format. Available formats are text, parseable, colorized, msvs
-# (visual studio) and html. You can also give a reporter class, eg
-# mypackage.mymodule.MyReporterClass.
-output-format=text
-
-# Tells whether to display a full report or only the messages
-reports=yes
-
-# Python expression which should return a note less than 10 (10 is the highest
-# note). You have access to the variables errors warning, statement which
-# respectively contain the number of errors / warnings messages and the total
-# number of statements analyzed. This is used by the global evaluation report
-# (RP0004).
-evaluation=10.0 - ((float(5 * error + warning + refactor + convention) / statement) * 10)
-
-# Template used to display messages. This is a python new-style format string
-# used to format the message information. See doc for all details
-#msg-template=
-
-
-[BASIC]
-
-# Good variable names which should always be accepted, separated by a comma
-good-names=_,df,ex,f,i,id,j,k,l,o,pk,Run,ts,v,x,y
-
-# Bad variable names which should always be refused, separated by a comma
-bad-names=bar,baz,db,fd,foo,sesh,session,tata,toto,tutu
-
-# Colon-delimited sets of names that determine each other's naming style when
-# the name regexes allow several styles.
-name-group=
-
-# Include a hint for the correct naming format with invalid-name
-include-naming-hint=no
-
-# List of decorators that produce properties, such as abc.abstractproperty. Add
-# to this list to register other decorators that produce valid properties.
-property-classes=
-    abc.abstractproperty,
-    sqlalchemy.ext.hybrid.hybrid_property
-
-# Regular expression matching correct argument names
-argument-rgx=[a-z_][a-z0-9_]{2,30}$
-
-# Regular expression matching correct method names
-method-rgx=[a-z_][a-z0-9_]{2,30}$
-
-# Regular expression matching correct variable names
-variable-rgx=[a-z_][a-z0-9_]{1,30}$
-
-# Regular expression matching correct inline iteration names
-inlinevar-rgx=[A-Za-z_][A-Za-z0-9_]*$
-
-# Regular expression matching correct constant names
-const-rgx=(([A-Za-z_][A-Za-z0-9_]*)|(__.*__))$
-
-# Regular expression matching correct class names
-class-rgx=[A-Z_][a-zA-Z0-9]+$
-
-# Regular expression matching correct class attribute names
-class-attribute-rgx=([A-Za-z_][A-Za-z0-9_]{2,30}|(__.*__))$
-
-# Regular expression matching correct module names
-module-rgx=(([a-z_][a-z0-9_]*)|([A-Z][a-zA-Z0-9]+))$
-
-# Regular expression matching correct attribute names
-attr-rgx=[a-z_][a-z0-9_]{2,30}$
-
-# Regular expression matching correct function names
-function-rgx=[a-z_][a-z0-9_]{2,30}$
-
-# Regular expression which should only match function or class names that do
-# not require a docstring.
-no-docstring-rgx=^_
-
-# Minimum line length for functions/classes that require docstrings, shorter
-# ones are exempt.
-docstring-min-length=10
-
-
-[ELIF]
-
-# Maximum number of nested blocks for function / method body
-max-nested-blocks=5
-
-
-[FORMAT]
-
-# Maximum number of characters on a single line.
-max-line-length=100
-
-# Regexp for a line that is allowed to be longer than the limit.
-ignore-long-lines=^\s*(# )?<?https?://\S+>?$
-
-# Allow the body of an if to be on the same line as the test if there is no
-# else.
-single-line-if-stmt=no
-
-# Maximum number of lines in a module
-max-module-lines=1000
-
-# String used as indentation unit. This is usually "    " (4 spaces) or "\t" (1
-# tab).
-indent-string='    '
-
-# Number of spaces of indent required inside a hanging  or continued line.
-indent-after-paren=4
-
-# Expected format of line ending, e.g. empty (any line ending), LF or CRLF.
-expected-line-ending-format=
-
-
-[LOGGING]
-
-# Logging modules to check that the string format arguments are in logging
-# function parameter format
-logging-modules=logging
-
-
-[MISCELLANEOUS]
-
-# List of note tags to take in consideration, separated by a comma.
-notes=FIXME,XXX
-
-
-[SIMILARITIES]
-
-# Minimum lines number of a similarity.
-min-similarity-lines=5
-
-# Ignore comments when computing similarities.
-ignore-comments=yes
-
-# Ignore docstrings when computing similarities.
-ignore-docstrings=yes
-
-# Ignore imports when computing similarities.
-ignore-imports=no
-
-
-[SPELLING]
-
-# Spelling dictionary name. Available dictionaries: none. To make it working
-# install python-enchant package.
-spelling-dict=
-
-# List of comma separated words that should not be checked.
-spelling-ignore-words=
-
-# A path to a file that contains private dictionary; one word per line.
-spelling-private-dict-file=
-
-# Tells whether to store unknown words to indicated private dictionary in
-# --spelling-private-dict-file option instead of raising a message.
-spelling-store-unknown-words=no
-
-
-[TYPECHECK]
-
-# Tells whether missing members accessed in mixin class should be ignored. A
-# mixin class is detected if its name ends with "mixin" (case insensitive).
-ignore-mixin-members=yes
-
-# List of module names for which member attributes should not be checked
-# (useful for modules/projects where namespaces are manipulated during runtime
-# and thus existing member attributes cannot be deduced by static analysis. It
-# supports qualified module names, as well as Unix pattern matching.
-ignored-modules=numpy,pandas,alembic.op,sqlalchemy,alembic.context,flask_appbuilder.security.sqla.PermissionView.role,flask_appbuilder.Model.metadata,flask_appbuilder.Base.metadata
-
-# List of class names for which member attributes should not be checked (useful
-# for classes with dynamically set attributes). This supports the use of
-# qualified names.
-ignored-classes=contextlib.closing,optparse.Values,thread._local,_thread._local
-
-# List of members which are set dynamically and missed by pylint inference
-# system, and so shouldn't trigger E1101 when accessed. Python regular
-# expressions are accepted.
-generated-members=
-
-# List of decorators that produce context managers, such as
-# contextlib.contextmanager. Add to this list to register other decorators that
-# produce valid context managers.
-contextmanager-decorators=contextlib.contextmanager
-
-
-[VARIABLES]
-
-# Tells whether we should check for unused import in __init__ files.
-init-import=no
-
-# A regular expression matching the name of dummy variables (i.e. expectedly
-# not used).
-dummy-variables-rgx=(_+[a-zA-Z0-9]*?$)|dummy
-
-# List of additional names supposed to be defined in builtins. Remember that
-# you should avoid to define new builtins when possible.
-additional-builtins=
-
-# List of strings which can identify a callback function by name. A callback
-# name must start or end with one of those strings.
-callbacks=cb_,_cb
-
-# List of qualified module names which can have objects that can redefine
-# builtins.
-redefining-builtins-modules=six.moves,future.builtins
-
-
-[CLASSES]
-
-# List of method names used to declare (i.e. assign) instance attributes.
-defining-attr-methods=__init__,__new__,setUp
-
-# List of valid names for the first argument in a class method.
-valid-classmethod-first-arg=cls
-
-# List of valid names for the first argument in a metaclass class method.
-valid-metaclass-classmethod-first-arg=mcs
-
-# List of member names, which should be excluded from the protected access
-# warning.
-exclude-protected=_asdict,_fields,_replace,_source,_make
-
-
-[DESIGN]
-
-# Maximum number of arguments for function / method
-max-args=5
-
-# Argument names that match this expression will be ignored. Default to name
-# with leading underscore
-ignored-argument-names=_.*
-
-# Maximum number of locals for function / method body
-max-locals=15
-
-# Maximum number of return / yield for function / method body
-max-returns=10
-
-# Maximum number of branch for function / method body
-max-branches=15
-
-# Maximum number of statements in function / method body
-max-statements=50
-
-# Maximum number of parents for a class (see R0901).
-max-parents=7
-
-# Maximum number of attributes for a class (see R0902).
-max-attributes=8
-
-# Minimum number of public methods for a class (see R0903).
-min-public-methods=2
-
-# Maximum number of public methods for a class (see R0904).
-max-public-methods=20
-
-# Maximum number of boolean expressions in a if statement
-max-bool-expr=5
-
-
-[IMPORTS]
-
-# Deprecated modules which should not be used, separated by a comma
-deprecated-modules=optparse
-
-# Create a graph of every (i.e. internal and external) dependencies in the
-# given file (report RP0402 must not be disabled)
-import-graph=
-
-# Create a graph of external dependencies in the given file (report RP0402 must
-# not be disabled)
-ext-import-graph=
-
-# Create a graph of internal dependencies in the given file (report RP0402 must
-# not be disabled)
-int-import-graph=
-
-# Force import order to recognize a module as part of the standard
-# compatibility libraries.
-known-standard-library=
-
-# Force import order to recognize a module as part of a third party library.
-known-third-party=enchant
-
-# Analyse import fallback blocks. This can be used to support both Python 2 and
-# 3 compatible code, which means that the block might have code that exists
-# only in one or another interpreter, leading to false positives when analysed.
-analyse-fallback-blocks=no
-
-
-[EXCEPTIONS]
-
-# Exceptions that will emit a warning when being caught. Defaults to
-# "Exception"
-overgeneral-exceptions=builtins.Exception

.rat-excludes

@@ -70,6 +70,7 @@ google-sheets.svg
 ibm-db2.svg
 postgresql.svg
 snowflake.svg
+ydb.svg
 
 # docs-related
 erd.puml

Dockerfile

@@ -18,46 +18,52 @@
 ######################################################################
 # Node stage to deal with static asset construction
 ######################################################################
-ARG PY_VER=3.10-slim-bookworm
+ARG PY_VER=3.11.11-slim-bookworm
 
-# if BUILDPLATFORM is null, set it to 'amd64' (or leave as is otherwise).
+# If BUILDPLATFORM is null, set it to 'amd64' (or leave as is otherwise).
 ARG BUILDPLATFORM=${BUILDPLATFORM:-amd64}
-FROM --platform=${BUILDPLATFORM} node:20-bullseye-slim AS superset-node
 
-ARG NPM_BUILD_CMD="build"
-
-# Include translations in the final build. The default supports en only to
-# reduce complexity and weight for those only using en
+# Include translations in the final build
 ARG BUILD_TRANSLATIONS="false"
 
-# Used by docker-compose to skip the frontend build,
-# in dev we mount the repo and build the frontend inside docker
-ARG DEV_MODE="false"
+######################################################################
+# superset-node-ci used as a base for building frontend assets and CI
+######################################################################
+FROM --platform=${BUILDPLATFORM} node:20-bullseye-slim AS superset-node-ci
+ARG BUILD_TRANSLATIONS
+ENV BUILD_TRANSLATIONS=${BUILD_TRANSLATIONS}
+ARG DEV_MODE="false"           # Skip frontend build in dev mode
+ENV DEV_MODE=${DEV_MODE}
 
-# Include headless browsers? Allows for alerts, reports & thumbnails, but bloats the images
-ARG INCLUDE_CHROMIUM="true"
-ARG INCLUDE_FIREFOX="false"
+COPY docker/ /app/docker/
+# Arguments for build configuration
+ARG NPM_BUILD_CMD="build"
 
-# Somehow we need python3 + build-essential on this side of the house to install node-gyp
-RUN apt-get update -qq \
-    && apt-get install \
-        -yqq --no-install-recommends \
-        build-essential \
-        python3 \
-        zstd
+# Install system dependencies required for node-gyp
+RUN /app/docker/apt-install.sh build-essential python3 zstd
 
+# Define environment variables for frontend build
 ENV BUILD_CMD=${NPM_BUILD_CMD} \
     PUPPETEER_SKIP_CHROMIUM_DOWNLOAD=true
-# NPM ci first, as to NOT invalidate previous steps except for when package.json changes
 
-RUN --mount=type=bind,target=/frontend-mem-nag.sh,src=./docker/frontend-mem-nag.sh \
-    /frontend-mem-nag.sh
+# Run the frontend memory monitoring script
+RUN /app/docker/frontend-mem-nag.sh
 
 WORKDIR /app/superset-frontend
-# Creating empty folders to avoid errors when running COPY later on
-RUN mkdir -p /app/superset/static/assets
-RUN --mount=type=bind,target=./package.json,src=./superset-frontend/package.json \
-    --mount=type=bind,target=./package-lock.json,src=./superset-frontend/package-lock.json \
+
+# Create necessary folders to avoid errors in subsequent steps
+RUN mkdir -p /app/superset/static/assets \
+             /app/superset/translations
+
+# Mount package files and install dependencies if not in dev mode
+# NOTE: we mount packages and plugins as they are referenced in package.json as workspaces
+# ideally we'd COPY only their package.json. Here npm ci will be cached as long
+# as the full content of these folders don't change, yielding a decent cache reuse rate.
+# Note that's it's not possible selectively COPY of mount using blobs.
+RUN --mount=type=bind,source=./superset-frontend/package.json,target=./package.json \
+    --mount=type=bind,source=./superset-frontend/package-lock.json,target=./package-lock.json \
+    --mount=type=cache,target=/root/.cache \
+    --mount=type=cache,target=/root/.npm \
     if [ "$DEV_MODE" = "false" ]; then \
         npm ci; \
     else \
@@ -66,161 +72,192 @@ RUN --mount=type=bind,target=./package.json,src=./superset-frontend/package.json
 
 # Runs the webpack build process
 COPY superset-frontend /app/superset-frontend
-# This copies the .po files needed for translation
-RUN mkdir -p /app/superset/translations
-COPY superset/translations /app/superset/translations
-RUN if [ "$DEV_MODE" = "false" ]; then \
-        BUILD_TRANSLATIONS=$BUILD_TRANSLATIONS npm run ${BUILD_CMD}; \
+
+######################################################################
+# superset-node used for compile frontend assets
+######################################################################
+FROM superset-node-ci AS superset-node
+
+# Build the frontend if not in dev mode
+RUN --mount=type=cache,target=/root/.npm \
+    if [ "$DEV_MODE" = "false" ]; then \
+        echo "Running 'npm run ${BUILD_CMD}'"; \
+        npm run ${BUILD_CMD}; \
     else \
         echo "Skipping 'npm run ${BUILD_CMD}' in dev mode"; \
-    fi
+    fi;
 
+# Copy translation files
+COPY superset/translations /app/superset/translations
 
-# Compiles .json files from the .po files, then deletes the .po files
+# Build the frontend if not in dev mode
 RUN if [ "$BUILD_TRANSLATIONS" = "true" ]; then \
         npm run build-translation; \
-    else \
-        echo "Skipping translations as requested by build flag"; \
-    fi
-RUN rm /app/superset/translations/*/LC_MESSAGES/*.po
-RUN rm /app/superset/translations/messages.pot
+    fi; \
+    rm -rf /app/superset/translations/*/*/*.po; \
+    rm -rf /app/superset/translations/*/*/*.mo;
 
+
+######################################################################
+# Base python layer
+######################################################################
 FROM python:${PY_VER} AS python-base
+
+ARG SUPERSET_HOME="/app/superset_home"
+ENV SUPERSET_HOME=${SUPERSET_HOME}
+
+RUN mkdir -p $SUPERSET_HOME
+RUN useradd --user-group -d ${SUPERSET_HOME} -m --no-log-init --shell /bin/bash superset \
+    && chmod -R 1777 $SUPERSET_HOME \
+    && chown -R superset:superset $SUPERSET_HOME
+
+# Some bash scripts needed throughout the layers
+COPY --chmod=755 docker/*.sh /app/docker/
+
+RUN pip install --no-cache-dir --upgrade uv
+
+# Using uv as it's faster/simpler than pip
+RUN uv venv /app/.venv
+ENV PATH="/app/.venv/bin:${PATH}"
+
+######################################################################
+# Python translation compiler layer
+######################################################################
+FROM python-base AS python-translation-compiler
+
+ARG BUILD_TRANSLATIONS
+ENV BUILD_TRANSLATIONS=${BUILD_TRANSLATIONS}
+
+# Install Python dependencies using docker/pip-install.sh
+COPY requirements/translations.txt requirements/
+RUN --mount=type=cache,target=/root/.cache/uv \
+    . /app/.venv/bin/activate && /app/docker/pip-install.sh --requires-build-essential -r requirements/translations.txt
+
+COPY superset/translations/ /app/translations_mo/
+RUN if [ "$BUILD_TRANSLATIONS" = "true" ]; then \
+        pybabel compile -d /app/translations_mo | true; \
+    fi; \
+    rm -f /app/translations_mo/*/*/*.po; \
+    rm -f /app/translations_mo/*/*/*.json;
+
+######################################################################
+# Python APP common layer
+######################################################################
+FROM python-base AS python-common
+
+ENV SUPERSET_HOME="/app/superset_home" \
+    HOME="/app/superset_home" \
+    SUPERSET_ENV="production" \
+    FLASK_APP="superset.app:create_app()" \
+    PYTHONPATH="/app/pythonpath" \
+    SUPERSET_PORT="8088"
+
+# Copy the entrypoints, make them executable in userspace
+COPY --chmod=755 docker/entrypoints /app/docker/entrypoints
+
+WORKDIR /app
+# Set up necessary directories and user
+RUN mkdir -p \
+      ${PYTHONPATH} \
+      superset/static \
+      requirements \
+      superset-frontend \
+      apache_superset.egg-info \
+      requirements \
+    && touch superset/static/version_info.json
+
+# Install Playwright and optionally setup headless browsers
+ARG INCLUDE_CHROMIUM="true"
+ARG INCLUDE_FIREFOX="false"
+RUN --mount=type=cache,target=${SUPERSET_HOME}/.cache/uv \
+    if [ "$INCLUDE_CHROMIUM" = "true" ] || [ "$INCLUDE_FIREFOX" = "true" ]; then \
+        uv pip install playwright && \
+        playwright install-deps && \
+        if [ "$INCLUDE_CHROMIUM" = "true" ]; then playwright install chromium; fi && \
+        if [ "$INCLUDE_FIREFOX" = "true" ]; then playwright install firefox; fi; \
+    else \
+        echo "Skipping browser installation"; \
+    fi
+
+# Copy required files for Python build
+COPY pyproject.toml setup.py MANIFEST.in README.md ./
+COPY superset-frontend/package.json superset-frontend/
+COPY scripts/check-env.py scripts/
+
+# keeping for backward compatibility
+COPY --chmod=755 ./docker/entrypoints/run-server.sh /usr/bin/
+
+# Some debian libs
+RUN /app/docker/apt-install.sh \
+      curl \
+      libsasl2-dev \
+      libsasl2-modules-gssapi-mit \
+      libpq-dev \
+      libecpg-dev \
+      libldap2-dev
+
+# Copy compiled things from previous stages
+COPY --from=superset-node /app/superset/static/assets superset/static/assets
+
+# TODO, when the next version comes out, use --exclude superset/translations
+COPY superset superset
+# TODO in the meantime, remove the .po files
+RUN rm superset/translations/*/*/*.po
+
+# Merging translations from backend and frontend stages
+COPY --from=superset-node /app/superset/translations superset/translations
+COPY --from=python-translation-compiler /app/translations_mo superset/translations
+
+HEALTHCHECK CMD curl -f "http://localhost:${SUPERSET_PORT}/health"
+CMD ["/app/docker/entrypoints/run-server.sh"]
+EXPOSE ${SUPERSET_PORT}
+
 ######################################################################
 # Final lean image...
 ######################################################################
-FROM python-base AS lean
+FROM python-common AS lean
 
-# Include translations in the final build. The default supports en only to
-# reduce complexity and weight for those only using en
-ARG BUILD_TRANSLATIONS="false"
+# Install Python dependencies using docker/pip-install.sh
+COPY requirements/base.txt requirements/
+RUN --mount=type=cache,target=${SUPERSET_HOME}/.cache/uv \
+    /app/docker/pip-install.sh --requires-build-essential -r requirements/base.txt
+# Install the superset package
+RUN --mount=type=cache,target=${SUPERSET_HOME}/.cache/uv \
+    uv pip install .
+RUN python -m compileall /app/superset
 
-WORKDIR /app
-ENV LANG=C.UTF-8 \
-    LC_ALL=C.UTF-8 \
-    SUPERSET_ENV=production \
-    FLASK_APP="superset.app:create_app()" \
-    PYTHONPATH="/app/pythonpath" \
-    SUPERSET_HOME="/app/superset_home" \
-    SUPERSET_PORT=8088
-
-RUN mkdir -p ${PYTHONPATH} superset/static requirements superset-frontend apache_superset.egg-info requirements \
-    && useradd --user-group -d ${SUPERSET_HOME} -m --no-log-init --shell /bin/bash superset \
-    && apt-get update -qq && apt-get install -yqq --no-install-recommends \
-        curl \
-        libsasl2-dev \
-        libsasl2-modules-gssapi-mit \
-        libpq-dev \
-        libecpg-dev \
-        libldap2-dev \
-    && touch superset/static/version_info.json \
-    && chown -R superset:superset ./* \
-    && rm -rf /var/lib/apt/lists/*
-
-COPY --chown=superset:superset pyproject.toml setup.py MANIFEST.in README.md ./
-# setup.py uses the version information in package.json
-COPY --chown=superset:superset superset-frontend/package.json superset-frontend/
-COPY --chown=superset:superset requirements/base.txt requirements/
-COPY --chown=superset:superset scripts/check-env.py scripts/
-RUN --mount=type=cache,target=/root/.cache/pip \
-    apt-get update -qq && apt-get install -yqq --no-install-recommends \
-      build-essential \
-    && pip install --no-cache-dir --upgrade setuptools pip \
-    && pip install --no-cache-dir -r requirements/base.txt \
-    && apt-get autoremove -yqq --purge build-essential \
-    && rm -rf /var/lib/apt/lists/*
-
-# Copy the compiled frontend assets
-COPY --chown=superset:superset --from=superset-node /app/superset/static/assets superset/static/assets
-
-## Lastly, let's install superset itself
-COPY --chown=superset:superset superset superset
-RUN --mount=type=cache,target=/root/.cache/pip \
-    pip install --no-cache-dir -e .
-
-# Copy the .json translations from the frontend layer
-COPY --chown=superset:superset --from=superset-node /app/superset/translations superset/translations
-
-# Compile translations for the backend - this generates .mo files, then deletes the .po files
-COPY ./scripts/translations/generate_mo_files.sh ./scripts/translations/
-RUN if [ "$BUILD_TRANSLATIONS" = "true" ]; then \
-        ./scripts/translations/generate_mo_files.sh \
-        && chown -R superset:superset superset/translations \
-        && rm superset/translations/messages.pot \
-        && rm superset/translations/*/LC_MESSAGES/*.po; \
-    else \
-        echo "Skipping translations as requested by build flag"; \
-    fi
-
-COPY --chmod=755 ./docker/run-server.sh /usr/bin/
 USER superset
 
-HEALTHCHECK CMD curl -f "http://localhost:${SUPERSET_PORT}/health"
-
-EXPOSE ${SUPERSET_PORT}
-
-CMD ["/usr/bin/run-server.sh"]
-
 ######################################################################
 # Dev image...
 ######################################################################
-FROM lean AS dev
+FROM python-common AS dev
 
-USER root
-RUN apt-get update -qq \
-    && apt-get install -yqq --no-install-recommends \
-        libnss3 \
-        libdbus-glib-1-2 \
-        libgtk-3-0 \
-        libx11-xcb1 \
-        libasound2 \
-        libxtst6 \
-        git \
-        pkg-config \
-        && rm -rf /var/lib/apt/lists/*
+# Debian libs needed for dev
+RUN /app/docker/apt-install.sh \
+    git \
+    pkg-config \
+    default-libmysqlclient-dev
 
-RUN --mount=type=cache,target=/root/.cache/pip \
-    pip install --no-cache-dir playwright
-RUN playwright install-deps
+# Copy development requirements and install them
+COPY requirements/*.txt requirements/
+# Install Python dependencies using docker/pip-install.sh
+RUN --mount=type=cache,target=${SUPERSET_HOME}/.cache/uv \
+    /app/docker/pip-install.sh --requires-build-essential -r requirements/development.txt
+# Install the superset package
+RUN --mount=type=cache,target=${SUPERSET_HOME}/.cache/uv \
+    uv pip install .
 
-RUN if [ "$INCLUDE_CHROMIUM" = "true" ]; then \
-        playwright install chromium; \
-    else \
-        echo "Skipping translations in dev mode"; \
-    fi
-
-# Install GeckoDriver WebDriver
-ARG GECKODRIVER_VERSION=v0.34.0 \
-    FIREFOX_VERSION=125.0.3
-
-RUN if [ "$INCLUDE_FIREFOX" = "true" ]; then \
-        apt-get update -qq \
-        && apt-get install -yqq --no-install-recommends wget bzip2 \
-        && wget -q https://github.com/mozilla/geckodriver/releases/download/${GECKODRIVER_VERSION}/geckodriver-${GECKODRIVER_VERSION}-linux64.tar.gz -O - | tar xfz - -C /usr/local/bin \
-        && wget -q https://download-installer.cdn.mozilla.net/pub/firefox/releases/${FIREFOX_VERSION}/linux-x86_64/en-US/firefox-${FIREFOX_VERSION}.tar.bz2 -O - | tar xfj - -C /opt \
-        && ln -s /opt/firefox/firefox /usr/local/bin/firefox \
-        && apt-get autoremove -yqq --purge wget bzip2 && rm -rf /var/[log,tmp]/* /tmp/* /var/lib/apt/lists/*; \
-    fi
-
-# Installing mysql client os-level dependencies in dev image only because GPL
-RUN apt-get install -yqq --no-install-recommends \
-        default-libmysqlclient-dev \
-    && rm -rf /var/lib/apt/lists/*
-
-COPY --chown=superset:superset requirements/development.txt requirements/
-RUN --mount=type=cache,target=/root/.cache/pip \
-    apt-get update -qq && apt-get install -yqq --no-install-recommends \
-      build-essential \
-    && pip install --no-cache-dir -r requirements/development.txt \
-    && apt-get autoremove -yqq --purge build-essential \
-    && rm -rf /var/lib/apt/lists/*
+RUN uv pip install .[postgres]
+RUN python -m compileall /app/superset
 
 USER superset
+
 ######################################################################
 # CI image...
 ######################################################################
 FROM lean AS ci
-
-COPY --chown=superset:superset --chmod=755 ./docker/*.sh /app/docker/
-
-CMD ["/app/docker/docker-ci.sh"]
+USER root
+RUN uv pip install .[postgres]
+USER superset
+CMD ["/app/docker/entrypoints/docker-ci.sh"]

Makefile

@@ -87,9 +87,6 @@ format: py-format js-format
 py-format: pre-commit
 	pre-commit run black --all-files
 
-py-lint: pre-commit
-	pylint -j 0 superset
-
 js-format:
 	cd superset-frontend; npm run prettier
 

README.md

@@ -73,7 +73,8 @@ Superset provides:
 
 **Video Overview**
 <!-- File hosted here https://github.com/apache/superset-site/raw/lfs/superset-video-4k.mp4 -->
-[superset-video-4k.webm](https://github.com/apache/superset/assets/812905/da036bc2-150c-4ee7-80f9-75e63210ff76)
+[superset-video-1080p.webm](https://github.com/user-attachments/assets/b37388f7-a971-409c-96a7-90c4e31322e6)
+
 
 <br/>
 
@@ -136,6 +137,8 @@ Here are some of the major database solutions that are supported:
   <img src="https://superset.apache.org/img/databases/oceanbase.svg" alt="oceanbase" border="0" width="220" />
   <img src="https://superset.apache.org/img/databases/sap-hana.png" alt="oceanbase" border="0" width="220" />
   <img src="https://superset.apache.org/img/databases/denodo.png" alt="denodo" border="0" width="200" />
+  <img src="https://superset.apache.org/img/databases/ydb.svg" alt="ydb" border="0" width="200" />
+  <img src="https://superset.apache.org/img/databases/tdengine.png" alt="TDengine" border="0" width="200" />
 </p>
 
 **A more comprehensive list of supported databases** along with the configuration instructions can be found [here](https://superset.apache.org/docs/configuration/databases).

RELEASING/Dockerfile.from_local_tarball

@@ -30,12 +30,12 @@ RUN apt-get install -y apt-transport-https apt-utils
 # Install superset dependencies
 # https://superset.apache.org/docs/installation/installing-superset-from-scratch
 RUN apt-get install -y build-essential libssl-dev \
-    libffi-dev python3-dev libsasl2-dev libldap2-dev libxi-dev chromium
+    libffi-dev python3-dev libsasl2-dev libldap2-dev libxi-dev chromium zstd
 
 # Install nodejs for custom build
 # https://nodejs.org/en/download/package-manager/
 RUN set -eux; \
-    curl -sL https://deb.nodesource.com/setup_18.x | bash -; \
+    curl -sL https://deb.nodesource.com/setup_20.x | bash -; \
     apt-get install -y nodejs; \
     node --version;
 RUN if ! which npm; then apt-get install -y npm; fi
@@ -64,7 +64,7 @@ RUN pip install --upgrade setuptools pip \
 RUN flask fab babel-compile --target superset/translations
 
 ENV PATH=/home/superset/superset/bin:$PATH \
-    PYTHONPATH=/home/superset/superset/:$PYTHONPATH \
+    PYTHONPATH=/home/superset/superset/ \
     SUPERSET_TESTENV=true
 COPY from_tarball_entrypoint.sh /entrypoint.sh
 ENTRYPOINT ["/entrypoint.sh"]

RELEASING/Dockerfile.from_svn_tarball

@@ -29,13 +29,16 @@ RUN apt-get install -y apt-transport-https apt-utils
 
 # Install superset dependencies
 # https://superset.apache.org/docs/installation/installing-superset-from-scratch
-RUN apt-get install -y build-essential libssl-dev \
-    libffi-dev python3-dev libsasl2-dev libldap2-dev libxi-dev chromium
+RUN apt-get install -y subversion build-essential libssl-dev \
+    libffi-dev python3-dev libsasl2-dev libldap2-dev libxi-dev chromium zstd
 
 # Install nodejs for custom build
 # https://nodejs.org/en/download/package-manager/
-RUN curl -sL https://deb.nodesource.com/setup_16.x | bash - \
-    && apt-get install -y nodejs
+RUN set -eux; \
+    curl -sL https://deb.nodesource.com/setup_20.x | bash -; \
+    apt-get install -y nodejs; \
+    node --version;
+RUN if ! which npm; then apt-get install -y npm; fi
 
 RUN mkdir -p /home/superset
 RUN chown superset /home/superset
@@ -46,14 +49,12 @@ ARG VERSION
 # Can fetch source from svn or copy tarball from local mounted directory
 RUN svn co https://dist.apache.org/repos/dist/dev/superset/$VERSION ./
 RUN tar -xvf *.tar.gz
-WORKDIR apache-superset-$VERSION
+WORKDIR /home/superset/apache-superset-$VERSION/superset-frontend
 
-RUN cd superset-frontend \
-    && npm ci \
+RUN npm ci \
     && npm run build \
     && rm -rf node_modules
 
-
 WORKDIR /home/superset/apache-superset-$VERSION
 RUN pip install --upgrade setuptools pip \
     && pip install -r requirements/base.txt \
@@ -62,6 +63,6 @@ RUN pip install --upgrade setuptools pip \
 RUN flask fab babel-compile --target superset/translations
 
 ENV PATH=/home/superset/superset/bin:$PATH \
-    PYTHONPATH=/home/superset/superset/:$PYTHONPATH
+    PYTHONPATH=/home/superset/superset/
 COPY from_tarball_entrypoint.sh /entrypoint.sh
 ENTRYPOINT ["/entrypoint.sh"]

RELEASING/changelog.py

@@ -232,8 +232,7 @@ class GitChangeLog:
         for log in self._logs:
             yield {
                 "pr_number": log.pr_number,
-                "pr_link": f"https://github.com/{SUPERSET_REPO}/pull/"
-                f"{log.pr_number}",
+                "pr_link": f"https://github.com/{SUPERSET_REPO}/pull/{log.pr_number}",
                 "message": log.message,
                 "time": log.time,
                 "author": log.author,
@@ -272,14 +271,14 @@ class GitLogs:
 
     @staticmethod
     def _git_get_current_head() -> str:
-        output = os.popen("git status | head -1").read()
+        output = os.popen("git status | head -1").read()  # noqa: S605, S607
         match = re.match("(?:HEAD detached at|On branch) (.*)", output)
         if not match:
             return ""
         return match.group(1)
 
     def _git_checkout(self, git_ref: str) -> None:
-        os.popen(f"git checkout {git_ref}").read()
+        os.popen(f"git checkout {git_ref}").read()  # noqa: S605
         current_head = self._git_get_current_head()
         if current_head != git_ref:
             print(f"Could not checkout {git_ref}")
@@ -290,7 +289,7 @@ class GitLogs:
         current_git_ref = self._git_get_current_head()
         self._git_checkout(self._git_ref)
         output = (
-            os.popen('git --no-pager log --pretty=format:"%h|%an|%ae|%ad|%s|"')
+            os.popen('git --no-pager log --pretty=format:"%h|%an|%ae|%ad|%s|"')  # noqa: S605, S607
             .read()
             .split("\n")
         )
@@ -323,9 +322,9 @@ class BaseParameters:
 
 
 def print_title(message: str) -> None:
-    print(f"{50*'-'}")
+    print(f"{50 * '-'}")
     print(message)
-    print(f"{50*'-'}")
+    print(f"{50 * '-'}")
 
 
 @click.group()
@@ -349,14 +348,14 @@ def compare(base_parameters: BaseParameters) -> None:
     previous_logs = base_parameters.previous_logs
     current_logs = base_parameters.current_logs
     print_title(
-        f"Pull requests from " f"{current_logs.git_ref} not in {previous_logs.git_ref}"
+        f"Pull requests from {current_logs.git_ref} not in {previous_logs.git_ref}"
     )
     previous_diff_logs = previous_logs.diff(current_logs)
     for diff_log in previous_diff_logs:
         print(f"{diff_log}")
 
     print_title(
-        f"Pull requests from " f"{previous_logs.git_ref} not in {current_logs.git_ref}"
+        f"Pull requests from {previous_logs.git_ref} not in {current_logs.git_ref}"
     )
     current_diff_logs = current_logs.diff(previous_logs)
     for diff_log in current_diff_logs:

RELEASING/generate_email.py

@@ -31,7 +31,7 @@ except ModuleNotFoundError:
 RECEIVER_EMAIL = "dev@superset.apache.org"
 PROJECT_NAME = "Superset"
 PROJECT_MODULE = "superset"
-PROJECT_DESCRIPTION = "Apache Superset is a modern, enterprise-ready business intelligence web application."
+PROJECT_DESCRIPTION = "Apache Superset is a modern, enterprise-ready business intelligence web application."  # noqa: E501
 
 
 def string_comma_to_list(message: str) -> list[str]:

RELEASING/verify_release.py

@@ -23,12 +23,12 @@ from typing import Optional
 
 import requests
 
-# Part 1: Verify SHA512 hash - this is the same as running `shasum -a 512 {release}` and comparing it against `{release}.sha512`
+# Part 1: Verify SHA512 hash - this is the same as running `shasum -a 512 {release}` and comparing it against `{release}.sha512`  # noqa: E501
 
 
 def get_sha512_hash(filename: str) -> str:
     """Run the shasum command on the file and return the SHA512 hash."""
-    result = subprocess.run(["shasum", "-a", "512", filename], stdout=subprocess.PIPE)
+    result = subprocess.run(["shasum", "-a", "512", filename], stdout=subprocess.PIPE)  # noqa: S603, S607
     sha512_hash = result.stdout.decode().split()[0]
     return sha512_hash
 
@@ -43,7 +43,7 @@ def read_sha512_file(filename: str) -> str:
 
 
 def verify_sha512(filename: str) -> str:
-    """Verify if the SHA512 hash of the file matches with the hash in the .sha512 file."""
+    """Verify if the SHA512 hash of the file matches with the hash in the .sha512 file."""  # noqa: E501
     sha512_hash = get_sha512_hash(filename)
     sha512_file_content = read_sha512_file(filename)
 
@@ -53,14 +53,15 @@ def verify_sha512(filename: str) -> str:
         return "SHA failed"
 
 
-# Part 2: Verify RSA key - this is the same as running `gpg --verify {release}.asc {release}` and comparing the RSA key and email address against the KEYS file
+# Part 2: Verify RSA key - this is the same as running `gpg --verify {release}.asc {release}` and comparing the RSA key and email address against the KEYS file  # noqa: E501
 
 
 def get_gpg_info(filename: str) -> tuple[Optional[str], Optional[str]]:
     """Run the GPG verify command and extract RSA key and email address."""
     asc_filename = filename + ".asc"
-    result = subprocess.run(
-        ["gpg", "--verify", asc_filename, filename], capture_output=True
+    result = subprocess.run(  # noqa: S603
+        ["gpg", "--verify", asc_filename, filename],  # noqa: S607
+        capture_output=True,  # noqa: S607
     )
     output = result.stderr.decode()
 
@@ -90,7 +91,7 @@ def get_gpg_info(filename: str) -> tuple[Optional[str], Optional[str]]:
 def verify_key(key: str, email: Optional[str]) -> str:
     """Fetch the KEYS file and verify if the RSA/EDDSA key and email match."""
     url = "https://downloads.apache.org/superset/KEYS"
-    response = requests.get(url)
+    response = requests.get(url)  # noqa: S113
     if response.status_code == 200:
         if key not in response.text:
             return "RSA/EDDSA key not found on KEYS page"

RESOURCES/FEATURE_FLAGS.md

@@ -44,8 +44,8 @@ These features are **finished** but currently being tested. They are usable, but
 - ALLOW_FULL_CSV_EXPORT
 - CACHE_IMPERSONATION
 - CONFIRM_DASHBOARD_DIFF
-- DRILL_TO_DETAIL
 - DYNAMIC_PLUGINS
+- DATE_FORMAT_IN_EMAIL_SUBJECT: [(docs)](https://superset.apache.org/docs/configuration/alerts-reports#commons)
 - ENABLE_SUPERSET_META_DB: [(docs)](https://superset.apache.org/docs/configuration/databases/#querying-across-databases)
 - ESTIMATE_QUERY_COST
 - GLOBAL_ASYNC_QUERIES [(docs)](https://github.com/apache/superset/blob/master/CONTRIBUTING.md#async-chart-queries)
@@ -63,9 +63,8 @@ These features flags are **safe for production**. They have been tested and will
 [//]: # "PLEASE KEEP THESE LISTS SORTED ALPHABETICALLY"
 
 ### Flags on the path to feature launch and flag deprecation/removal
+
 - DASHBOARD_VIRTUALIZATION
-- DRILL_BY
-- DISABLE_LEGACY_DATASOURCE_EDITOR
 
 ### Flags retained for runtime configuration
 
@@ -79,6 +78,7 @@ independently. This new framework will also allow for non-boolean configurations
 - ALLOW_ADHOC_SUBQUERY
 - DASHBOARD_RBAC [(docs)](https://superset.apache.org/docs/using-superset/creating-your-first-dashboard#manage-access-to-dashboards)
 - DATAPANEL_CLOSED_BY_DEFAULT
+- DRILL_BY
 - DRUID_JOINS
 - EMBEDDABLE_CHARTS
 - EMBEDDED_SUPERSET
@@ -98,6 +98,6 @@ These features flags currently default to True and **will be removed in a future
 [//]: # "PLEASE KEEP THE LIST SORTED ALPHABETICALLY"
 
 - AVOID_COLORS_COLLISION
-- DASHBOARD_CROSS_FILTERS
+- DRILL_TO_DETAIL
 - ENABLE_JAVASCRIPT_CONTROLS
 - KV_STORE

RESOURCES/INTHEWILD.md

@@ -43,10 +43,12 @@ Join our growing community!
 - [Capital Service S.A.](https://capitalservice.pl) [@pkonarzewski]
 - [Clark.de](https://clark.de/)
 - [KarrotPay](https://www.daangnpay.com/)
+- [Remita](https://remita.net) [@mujibishola]
 - [Taveo](https://www.taveo.com) [@codek]
 - [Unit](https://www.unit.co/about-us) [@amitmiran137]
 - [Wise](https://wise.com) [@koszti]
 - [Xendit](https://xendit.co/) [@LieAlbertTriAdrian]
+- [Cover Genius](https://covergenius.com/)
 
 ### Gaming
 - [Popoko VM Games Studio](https://popoko.live)
@@ -58,19 +60,23 @@ Join our growing community!
 - [Dropit Shopping](https://www.dropit.shop/) [@dropit-dev]
 - [Fanatics](https://www.fanatics.com/) [@coderfender]
 - [Fordeal](https://www.fordeal.com) [@Renkai]
+- [Fynd](https://www.fynd.com/) [@darpanjain07]
 - [GFG - Global Fashion Group](https://global-fashion-group.com) [@ksaagariconic]
+- [GoTo/Gojek](https://www.gojek.io/) [@gwthm-in]
 - [HuiShouBao](https://www.huishoubao.com/) [@Yukinoshita-Yukino]
 - [Now](https://www.now.vn/) [@davidkohcw]
 - [Qunar](https://www.qunar.com/) [@flametest]
 - [Rakuten Viki](https://www.viki.com)
 - [Shopee](https://shopee.sg) [@xiaohanyu]
 - [Shopkick](https://www.shopkick.com) [@LAlbertalli]
+- [ShopUp](https://www.shopup.org/) [@gwthm-in]
 - [Tails.com](https://tails.com/gb/) [@alanmcruickshank]
 - [THE ICONIC](https://theiconic.com.au/) [@ksaagariconic]
 - [Utair](https://www.utair.ru) [@utair-digital]
 - [VkusVill](https://vkusvill.ru/) [@ETselikov]
 - [Zalando](https://www.zalando.com) [@dmigo]
 - [Zalora](https://www.zalora.com) [@ksaagariconic]
+- [Zepto](https://www.zeptonow.com/) [@gwthm-in]
 
 ### Enterprise Technology
 - [A3Data](https://a3data.com.br) [@neylsoncrepalde]
@@ -79,7 +85,7 @@ Join our growing community!
 - [Astronomer](https://www.astronomer.io) [@ryw]
 - [Avesta Technologies](https://avestatechnologies.com/) [@TheRum]
 - [Caizin](https://caizin.com/) [@tejaskatariya]
-- [Careem](https://www.careem.com/) [@SamraHanifCareem]
+- [Careem](https://www.careem.com/) [@samraHanif0340]
 - [Cloudsmith](https://cloudsmith.io) [@alancarson]
 - [Cyberhaven](https://www.cyberhaven.com/) [@toliver-ch]
 - [Deepomatic](https://deepomatic.com/) [@Zanoellia]
@@ -110,6 +116,7 @@ Join our growing community!
 - [PubNub](https://pubnub.com) [@jzucker2]
 - [ReadyTech](https://www.readytech.io)
 - [Reward Gateway](https://www.rewardgateway.com)
+- [RIADVICE](https://riadvice.tn) [@riadvice]
 - [ScopeAI](https://www.getscopeai.com) [@iloveluce]
 - [Showmax](https://showmax.com) [@bobek]
 - [TechAudit](https://www.techaudit.info) [@ETselikov]
@@ -119,6 +126,7 @@ Join our growing community!
 - [Tobii](https://www.tobii.com/) [@dwa]
 - [Tooploox](https://www.tooploox.com/) [@jakubczaplicki]
 - [Unvired](https://unvired.com) [@srinisubramanian]
+- [Virtuoso QA](https://www.virtuosoqa.com)
 - [Whale](https://whale.im)
 - [Windsor.ai](https://www.windsor.ai/) [@octaviancorlade]
 - [Zeta](https://www.zeta.tech/) [@shaikidris]
@@ -138,6 +146,7 @@ Join our growing community!
 ### Education
 - [Aveti Learning](https://avetilearning.com/) [@TheShubhendra]
 - [Brilliant.org](https://brilliant.org/)
+- [Open edX](https://openedx.org/)
 - [Platzi.com](https://platzi.com/)
 - [Sunbird](https://www.sunbird.org/) [@eksteporg]
 - [The GRAPH Network](https://thegraphnetwork.org/) [@fccoelho]

RESOURCES/STANDARD_ROLES.md

@@ -43,8 +43,8 @@ under the License.
 | can this form post on ResetPasswordView          |:heavy_check_mark:|O|O|O|
 | can this form get on ResetMyPasswordView         |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|O|
 | can this form post on ResetMyPasswordView        |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|O|
-| can this form get on UserInfoEditView            |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|O|
-| can this form post on UserInfoEditView           |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|O|
+| can this form get on UserInfoEditView            |:heavy_check_mark:|O|O|O|
+| can this form post on UserInfoEditView           |:heavy_check_mark:|O|O|O|
 | can show on UserDBModelView                      |:heavy_check_mark:|O|O|O|
 | can edit on UserDBModelView                      |:heavy_check_mark:|O|O|O|
 | can delete on UserDBModelView                    |:heavy_check_mark:|O|O|O|
@@ -65,7 +65,6 @@ under the License.
 | can get on MenuApi                               |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|O|
 | can list on AsyncEventsRestApi                   |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|O|
 | can invalidate on CacheRestApi                   |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|O|
-| can function names on Database                   |:heavy_check_mark:|O|O|O|
 | can csv upload on Database                       |:heavy_check_mark:|O|O|O|
 | can excel upload on Database                     |:heavy_check_mark:|O|O|O|
 | can query form data on Api                       |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|O|
@@ -76,7 +75,6 @@ under the License.
 | can get on Datasource                            |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|O|
 | can my queries on SqlLab                         |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|
 | can log on Superset                              |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|O|
-| can schemas access for csv upload on Superset    |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|O|
 | can import dashboards on Superset                |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|O|
 | can schemas on Superset                          |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|O|
 | can sqllab history on Superset                   |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|
@@ -118,8 +116,6 @@ under the License.
 | menu access on Data                              |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|O|
 | menu access on Databases                         |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|O|
 | menu access on Datasets                          |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|O|
-| menu access on Upload a CSV                      |:heavy_check_mark:|:heavy_check_mark:|O|O|
-| menu access on Upload Excel                      |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|O|
 | menu access on Charts                            |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|O|
 | menu access on Dashboards                        |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|O|
 | menu access on SQL Lab                           |:heavy_check_mark:|O|O|:heavy_check_mark:|
@@ -129,13 +125,6 @@ under the License.
 | all datasource access on all_datasource_access   |:heavy_check_mark:|:heavy_check_mark:|O|O|
 | all database access on all_database_access       |:heavy_check_mark:|:heavy_check_mark:|O|O|
 | all query access on all_query_access             |:heavy_check_mark:|O|O|O|
-| can edit on UserOAuthModelView                   |:heavy_check_mark:|O|O|O|
-| can list on UserOAuthModelView                   |:heavy_check_mark:|O|O|O|
-| can show on UserOAuthModelView                   |:heavy_check_mark:|O|O|O|
-| can userinfo on UserOAuthModelView               |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|O|
-| can add on UserOAuthModelView                    |:heavy_check_mark:|O|O|O|
-| can delete on UserOAuthModelView                 |:heavy_check_mark:|O|O|O|
-| userinfoedit on UserOAuthModelView               |:heavy_check_mark:|O|O|O|
 | can write on DynamicPlugin                       |:heavy_check_mark:|O|O|O|
 | can edit on DynamicPlugin                        |:heavy_check_mark:|O|O|O|
 | can list on DynamicPlugin                        |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|O|
@@ -192,7 +181,6 @@ under the License.
 | can share chart on Superset                      |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|O|
 | can this form get on ColumnarToDatabaseView      |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|O|
 | can this form post on ColumnarToDatabaseView     |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|O|
-| menu access on Upload a Columnar file            |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|O|
 | can export on Chart                              |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|O|
 | can write on DashboardFilterStateRestApi         |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|O|
 | can read on DashboardFilterStateRestApi          |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|O|

UPDATING.md

@@ -24,9 +24,29 @@ assists people when migrating to a new version.
 
 ## Next
 
+- [31976](https://github.com/apache/superset/pull/31976) Removed the `DISABLE_LEGACY_DATASOURCE_EDITOR` feature flag. The previous value of the feature flag was `True` and now the feature is permanently removed.
+- [31959](https://github.com/apache/superset/pull/32000) Removes CSV_UPLOAD_MAX_SIZE config, use your web server to control file upload size.
+- [31959](https://github.com/apache/superset/pull/31959) Removes the following endpoints from data uploads: `/api/v1/database/<id>/<file type>_upload` and `/api/v1/database/<file type>_metadata`, in favour of new one (Details on the PR). And simplifies permissions.
+- [31844](https://github.com/apache/superset/pull/31844) The `ALERT_REPORTS_EXECUTE_AS` and `THUMBNAILS_EXECUTE_AS` config parameters have been renamed to `ALERT_REPORTS_EXECUTORS` and `THUMBNAILS_EXECUTORS` respectively. A new config flag `CACHE_WARMUP_EXECUTORS` has also been introduced to be able to control which user is used to execute cache warmup tasks. Finally, the config flag `THUMBNAILS_SELENIUM_USER` has been removed. To use a fixed executor for async tasks, use the new `FixedExecutor` class. See the config and docs for more info on setting up different executor profiles.
+- [31894](https://github.com/apache/superset/pull/31894) Domain sharding is deprecated in favor of HTTP2. The `SUPERSET_WEBSERVER_DOMAINS` configuration will be removed in the next major version (6.0)
+- [31794](https://github.com/apache/superset/pull/31794) Removed the previously deprecated `DASHBOARD_CROSS_FILTERS` feature flag
+- [31774](https://github.com/apache/superset/pull/31774): Fixes the spelling of the `USE-ANALAGOUS-COLORS` feature flag. Please update any scripts/configuration item to use the new/corrected `USE-ANALOGOUS-COLORS` flag spelling.
+- [31582](https://github.com/apache/superset/pull/31582) Removed the legacy Area, Bar, Event Flow, Heatmap, Histogram, Line, Sankey, and Sankey Loop charts. They were all automatically migrated to their ECharts counterparts with the exception of the Event Flow and Sankey Loop charts which were removed as they were not actively maintained and not widely used. If you were using the Event Flow or Sankey Loop charts, you will need to find an alternative solution.
+- [31198](https://github.com/apache/superset/pull/31198) Disallows by default the use of the following ClickHouse functions: "version", "currentDatabase", "hostName".
 - [29798](https://github.com/apache/superset/pull/29798) Since 3.1.0, the intial schedule for an alert or report was mistakenly offset by the specified timezone's relation to UTC. The initial schedule should now begin at the correct time.
 - [30021](https://github.com/apache/superset/pull/30021) The `dev` layer in our Dockerfile no long includes firefox binaries, only Chromium to reduce bloat/docker-build-time.
 - [30099](https://github.com/apache/superset/pull/30099) Translations are no longer included in the default docker image builds. If your environment requires translations, you'll want to set the docker build arg `BUILD_TRANSACTION=true`.
+- [31262](https://github.com/apache/superset/pull/31262) NOTE: deprecated `pylint` in favor of `ruff` as our only python linter. Only affect development workflows positively (not the release itself). It should cover most important rules, be much faster, but some things linting rules that were enforced before may not be enforce in the exact same way as before.
+- [31173](https://github.com/apache/superset/pull/31173) Modified `fetch_csrf_token` to align with HTTP standards, particularly regarding how cookies are handled. If you encounter any issues related to CSRF functionality, please report them as a new issue and reference this PR for context.
+- [31413](https://github.com/apache/superset/pull/31413) Enable the DATE_FORMAT_IN_EMAIL_SUBJECT feature flag to allow users to specify a date format for the email subject, which will then be replaced with the actual date.
+- [31385](https://github.com/apache/superset/pull/31385) Significant docker refactor, reducing access levels for the `superset` user, streamlining layer building, ...
+- [31503](https://github.com/apache/superset/pull/31503) Deprecating python 3.9.x support, 3.11 is now the recommended version and 3.10 is still supported over the Superset 5.0 lifecycle.
+- [29121](https://github.com/apache/superset/pull/29121) Removed the `css`, `position_json`, and `json_metadata` from the payload of the dashboard list endpoint (`GET api/v1/dashboard`) for performance reasons.
+- [29163](https://github.com/apache/superset/pull/29163) Removed the `SHARE_QUERIES_VIA_KV_STORE` and `KV_STORE` feature flags and changed the way Superset shares SQL Lab queries to use permalinks. The legacy `/kv` API was removed but we still support legacy links in 5.0. In 6.0, only permalinks will be supported.
+- [25166](https://github.com/apache/superset/pull/25166) Changed the default configuration of `UPLOAD_FOLDER` from `/app/static/uploads/` to `/static/uploads/`. It also removed the unused `IMG_UPLOAD_FOLDER` and `IMG_UPLOAD_URL` configuration options.
+- [30284](https://github.com/apache/superset/pull/30284) Deprecated GLOBAL_ASYNC_QUERIES_REDIS_CONFIG in favor of the new GLOBAL_ASYNC_QUERIES_CACHE_BACKEND configuration. To leverage Redis Sentinel, set CACHE_TYPE to RedisSentinelCache, or use RedisCache for standalone Redis
+- [31961](https://github.com/apache/superset/pull/31961) Upgraded React from version 16.13.1 to 17.0.2. If you are using custom frontend extensions or plugins, you may need to update them to be compatible with React 17.
+- [31260](https://github.com/apache/superset/pull/31260) Docker images now use `uv pip install` instead of `pip install` to manage the python envrionment. Most docker-based deployments will be affected, whether you derive one of the published images, or have custom bootstrap script that install python libraries (drivers)
 
 ### Potential Downtime
 

docker-compose-image-tag.yml

@@ -22,9 +22,6 @@
 # unique random secure passwords and SECRET_KEY.
 # -----------------------------------------------------------------------
 x-superset-image: &superset-image apachesuperset.docker.scarf.sh/apache/superset:${TAG:-latest-dev}
-x-superset-depends-on: &superset-depends-on
-  - db
-  - redis
 x-superset-volumes:
   &superset-volumes # /app/pythonpath_docker will be appended to the PYTHONPATH in the final container
   - ./docker:/app/docker
@@ -64,8 +61,12 @@ services:
     restart: unless-stopped
     ports:
       - 8088:8088
-    depends_on: *superset-depends-on
+    depends_on:
+      superset-init:
+        condition: service_completed_successfully
     volumes: *superset-volumes
+    environment:
+      SUPERSET_LOG_LEVEL: "${SUPERSET_LOG_LEVEL:-info}"
 
   superset-init:
     image: *superset-image
@@ -76,11 +77,18 @@ services:
         required: true
       - path: docker/.env-local # optional override
         required: false
-    depends_on: *superset-depends-on
+    depends_on:
+      db:
+        condition: service_started
+      redis:
+        condition: service_started
     user: "root"
     volumes: *superset-volumes
     healthcheck:
       disable: true
+    environment:
+      SUPERSET_LOAD_EXAMPLES: "${SUPERSET_LOAD_EXAMPLES:-yes}"
+      SUPERSET_LOG_LEVEL: "${SUPERSET_LOG_LEVEL:-info}"
 
   superset-worker:
     image: *superset-image
@@ -92,7 +100,9 @@ services:
       - path: docker/.env-local # optional override
         required: false
     restart: unless-stopped
-    depends_on: *superset-depends-on
+    depends_on:
+      superset-init:
+        condition: service_completed_successfully
     user: "root"
     volumes: *superset-volumes
     healthcheck:
@@ -101,6 +111,8 @@ services:
           "CMD-SHELL",
           "celery -A superset.tasks.celery_app:app inspect ping -d celery@$$HOSTNAME",
         ]
+    environment:
+      SUPERSET_LOG_LEVEL: "${SUPERSET_LOG_LEVEL:-info}"
 
   superset-worker-beat:
     image: *superset-image
@@ -112,11 +124,15 @@ services:
       - path: docker/.env-local # optional override
         required: false
     restart: unless-stopped
-    depends_on: *superset-depends-on
+    depends_on:
+      superset-init:
+        condition: service_completed_successfully
     user: "root"
     volumes: *superset-volumes
     healthcheck:
       disable: true
+    environment:
+      SUPERSET_LOG_LEVEL: "${SUPERSET_LOG_LEVEL:-info}"
 
 volumes:
   superset_home:

docker-compose-non-dev.yml

@@ -21,9 +21,6 @@
 # create you own docker environment file (docker/.env) with your own
 # unique random secure passwords and SECRET_KEY.
 # -----------------------------------------------------------------------
-x-superset-depends-on: &superset-depends-on
-  - db
-  - redis
 x-superset-volumes:
   &superset-volumes # /app/pythonpath_docker will be appended to the PYTHONPATH in the final container
   - ./docker:/app/docker
@@ -70,8 +67,12 @@ services:
     restart: unless-stopped
     ports:
       - 8088:8088
-    depends_on: *superset-depends-on
+    depends_on:
+      superset-init:
+        condition: service_completed_successfully
     volumes: *superset-volumes
+    environment:
+      SUPERSET_LOG_LEVEL: "${SUPERSET_LOG_LEVEL:-info}"
 
   superset-init:
     container_name: superset_init
@@ -83,11 +84,18 @@ services:
         required: true
       - path: docker/.env-local # optional override
         required: false
-    depends_on: *superset-depends-on
+    depends_on:
+      db:
+        condition: service_started
+      redis:
+        condition: service_started
     user: "root"
     volumes: *superset-volumes
     healthcheck:
       disable: true
+    environment:
+      SUPERSET_LOAD_EXAMPLES: "${SUPERSET_LOAD_EXAMPLES:-yes}"
+      SUPERSET_LOG_LEVEL: "${SUPERSET_LOG_LEVEL:-info}"
 
   superset-worker:
     build:
@@ -100,7 +108,9 @@ services:
       - path: docker/.env-local # optional override
         required: false
     restart: unless-stopped
-    depends_on: *superset-depends-on
+    depends_on:
+      superset-init:
+        condition: service_completed_successfully
     user: "root"
     volumes: *superset-volumes
     healthcheck:
@@ -109,6 +119,8 @@ services:
           "CMD-SHELL",
           "celery -A superset.tasks.celery_app:app inspect ping -d celery@$$HOSTNAME",
         ]
+    environment:
+      SUPERSET_LOG_LEVEL: "${SUPERSET_LOG_LEVEL:-info}"
 
   superset-worker-beat:
     build:
@@ -121,11 +133,15 @@ services:
       - path: docker/.env-local # optional override
         required: false
     restart: unless-stopped
-    depends_on: *superset-depends-on
+    depends_on:
+      superset-init:
+        condition: service_completed_successfully
     user: "root"
     volumes: *superset-volumes
     healthcheck:
       disable: true
+    environment:
+      SUPERSET_LOG_LEVEL: "${SUPERSET_LOG_LEVEL:-info}"
 
 volumes:
   superset_home:

docker-compose.yml

@@ -22,10 +22,6 @@
 # unique random secure passwords and SECRET_KEY.
 # -----------------------------------------------------------------------
 x-superset-user: &superset-user root
-x-superset-depends-on: &superset-depends-on
-  - db
-  - redis
-  - superset-checks
 x-superset-volumes: &superset-volumes
   # /app/pythonpath_docker will be appended to the PYTHONPATH in the final container
   - ./docker:/app/docker
@@ -36,11 +32,14 @@ x-superset-volumes: &superset-volumes
 
 x-common-build: &common-build
   context: .
-  target: dev
+  target: ${SUPERSET_BUILD_TARGET:-dev} # can use `dev` (default) or `lean`
   cache_from:
     - apache/superset-cache:3.10-slim-bookworm
   args:
     DEV_MODE: "true"
+    INCLUDE_CHROMIUM: ${INCLUDE_CHROMIUM:-false}
+    INCLUDE_FIREFOX: ${INCLUDE_FIREFOX:-false}
+    BUILD_TRANSLATIONS: ${BUILD_TRANSLATIONS:-false}
 
 services:
   nginx:
@@ -90,13 +89,18 @@ services:
     restart: unless-stopped
     ports:
       - 8088:8088
+      # When in cypress-mode ->
+      - 8081:8081
     extra_hosts:
       - "host.docker.internal:host-gateway"
     user: *superset-user
-    depends_on: *superset-depends-on
+    depends_on:
+      superset-init:
+        condition: service_completed_successfully
     volumes: *superset-volumes
     environment:
       CYPRESS_CONFIG: "${CYPRESS_CONFIG:-}"
+      SUPERSET_LOG_LEVEL: "${SUPERSET_LOG_LEVEL:-info}"
 
   superset-websocket:
     container_name: superset_websocket
@@ -131,23 +135,6 @@ services:
       - REDIS_PORT=6379
       - REDIS_SSL=false
 
-  superset-checks:
-    build:
-      context: .
-      target: python-base
-      cache_from:
-        - apache/superset-cache:3.10-slim-bookworm
-    container_name: superset_checks
-    command: ["/app/scripts/check-env.py"]
-    env_file:
-      - path: docker/.env # default
-        required: true
-      - path: docker/.env-local # optional override
-        required: false
-    user: *superset-user
-    healthcheck:
-      disable: true
-
   superset-init:
     build:
       <<: *common-build
@@ -158,11 +145,17 @@ services:
         required: true
       - path: docker/.env-local # optional override
         required: false
-    depends_on: *superset-depends-on
+    depends_on:
+      db:
+        condition: service_started
+      redis:
+        condition: service_started
     user: *superset-user
     volumes: *superset-volumes
     environment:
       CYPRESS_CONFIG: "${CYPRESS_CONFIG:-}"
+      SUPERSET_LOAD_EXAMPLES: "${SUPERSET_LOAD_EXAMPLES:-yes}"
+      SUPERSET_LOG_LEVEL: "${SUPERSET_LOG_LEVEL:-info}"
     healthcheck:
       disable: true
 
@@ -175,11 +168,17 @@ services:
         # and build it on startup while firing docker-frontend.sh in dev mode, where
         # it'll mount and watch local files and rebuild as you update them
         DEV_MODE: "true"
+        BUILD_TRANSLATIONS: ${BUILD_TRANSLATIONS:-false}
     environment:
       # set this to false if you have perf issues running the npm i; npm run dev in-docker
       # if you do so, you have to run this manually on the host, which should perform better!
       BUILD_SUPERSET_FRONTEND_IN_DOCKER: true
+      NPM_RUN_PRUNE: false
       SCARF_ANALYTICS: "${SCARF_ANALYTICS:-}"
+      # configuring the dev-server to use the host.docker.internal to connect to the backend
+      superset: "http://host.docker.internal:8088"
+    ports:
+      - "127.0.0.1:9000:9000"  # exposing the dynamic webpack dev server
     container_name: superset_node
     command: ["/app/docker/docker-frontend.sh"]
     env_file:
@@ -187,7 +186,6 @@ services:
         required: true
       - path: docker/.env-local # optional override
         required: false
-    depends_on: *superset-depends-on
     volumes: *superset-volumes
 
   superset-worker:
@@ -202,8 +200,12 @@ services:
         required: false
     environment:
       CELERYD_CONCURRENCY: 2
+      CYPRESS_CONFIG: "${CYPRESS_CONFIG:-}"
+      SUPERSET_LOG_LEVEL: "${SUPERSET_LOG_LEVEL:-info}"
     restart: unless-stopped
-    depends_on: *superset-depends-on
+    depends_on:
+      superset-init:
+        condition: service_completed_successfully
     user: *superset-user
     volumes: *superset-volumes
     extra_hosts:
@@ -225,11 +227,15 @@ services:
       - path: docker/.env-local # optional override
         required: false
     restart: unless-stopped
-    depends_on: *superset-depends-on
+    depends_on:
+      - superset-worker
     user: *superset-user
     volumes: *superset-volumes
     healthcheck:
       disable: true
+    environment:
+      CYPRESS_CONFIG: "${CYPRESS_CONFIG:-}"
+      SUPERSET_LOG_LEVEL: "${SUPERSET_LOG_LEVEL:-info}"
 
   superset-tests-worker:
     build:
@@ -250,8 +256,11 @@ services:
       REDIS_RESULTS_DB: 3
       REDIS_HOST: localhost
       CELERYD_CONCURRENCY: 8
+      SUPERSET_LOG_LEVEL: "${SUPERSET_LOG_LEVEL:-info}"
     network_mode: host
-    depends_on: *superset-depends-on
+    depends_on:
+      superset-init:
+        condition: service_completed_successfully
     user: *superset-user
     volumes: *superset-volumes
     healthcheck:

docker/.env

@@ -15,8 +15,11 @@
 # limitations under the License.
 #
 
+# Allowing python to print() in docker
+PYTHONUNBUFFERED=1
 
 COMPOSE_PROJECT_NAME=superset
+DEV_MODE=true
 
 # database configurations (do not modify)
 DATABASE_DB=superset
@@ -63,3 +66,4 @@ SUPERSET_SECRET_KEY=TEST_NON_DEV_SECRET
 ENABLE_PLAYWRIGHT=false
 PUPPETEER_SKIP_CHROMIUM_DOWNLOAD=true
 BUILD_SUPERSET_FRONTEND_IN_DOCKER=true
+SUPERSET_LOG_LEVEL=info

docker/README.md

@@ -68,7 +68,7 @@ Don't forget to reload the page to take the new frontend into account though.
 
 ## Production
 
-It is possible to run Superset in non-development mode by using [`docker-compose-non-dev.yml`](../docker-compose-non-dev.yml). This file excludes the volumes needed for development and uses [`./docker/.env-non-dev`](./.env-non-dev) which sets the variable `SUPERSET_ENV` to `production`.
+It is possible to run Superset in non-development mode by using [`docker-compose-non-dev.yml`](../docker-compose-non-dev.yml). This file excludes the volumes needed for development.
 
 ## Resource Constraints
 

docker/apt-install.sh

@@ -0,0 +1,51 @@
+#!/usr/bin/env bash
+#
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements.  See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License.  You may obtain a copy of the License at
+#
+#    http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#
+set -euo pipefail
+
+# Ensure this script is run as root
+if [[ $EUID -ne 0 ]]; then
+  echo "This script must be run as root" >&2
+  exit 1
+fi
+
+# Check for required arguments
+if [[ $# -lt 1 ]]; then
+  echo "Usage: $0 <package1> [<package2> ...]" >&2
+  exit 1
+fi
+
+# Colors for better logging (optional)
+GREEN='\033[0;32m'
+RED='\033[0;31m'
+RESET='\033[0m'
+
+# Install packages with clean-up
+echo -e "${GREEN}Updating package lists...${RESET}"
+apt-get update -qq
+
+echo -e "${GREEN}Installing packages: $@${RESET}"
+apt-get install -yqq --no-install-recommends "$@"
+
+echo -e "${GREEN}Autoremoving unnecessary packages...${RESET}"
+apt-get autoremove -y
+
+echo -e "${GREEN}Cleaning up package cache and metadata...${RESET}"
+apt-get clean
+rm -rf /var/lib/apt/lists/* /var/cache/apt/archives/* /tmp/* /var/tmp/*
+
+echo -e "${GREEN}Installation and cleanup complete.${RESET}"

docker/docker-bootstrap.sh

@@ -18,19 +18,39 @@
 
 set -eo pipefail
 
+# Make python interactive
+if [ "$DEV_MODE" == "true" ]; then
+    if [ "$(whoami)" = "root" ] && command -v uv > /dev/null 2>&1; then
+      echo "Reinstalling the app in editable mode"
+      uv pip install -e .
+    fi
+fi
 REQUIREMENTS_LOCAL="/app/docker/requirements-local.txt"
+PORT=${PORT:-8088}
 # If Cypress run – overwrite the password for admin and export env variables
 if [ "$CYPRESS_CONFIG" == "true" ]; then
-    export SUPERSET_CONFIG=tests.integration_tests.superset_test_config
     export SUPERSET_TESTENV=true
-    export SUPERSET__SQLALCHEMY_DATABASE_URI=postgresql+psycopg2://superset:superset@db:5432/superset
+    export POSTGRES_DB=superset_cypress
+    export SUPERSET__SQLALCHEMY_DATABASE_URI=postgresql+psycopg2://superset:superset@db:5432/superset_cypress
+    PORT=8081
+fi
+if [[ "$DATABASE_DIALECT" == postgres* ]] && [ "$(whoami)" = "root" ]; then
+    # older images may not have the postgres dev requirements installed
+    echo "Installing postgres requirements"
+    if command -v uv > /dev/null 2>&1; then
+        # Use uv in newer images
+        uv pip install -e .[postgres]
+    else
+        # Use pip in older images
+        pip install -e .[postgres]
+    fi
 fi
 #
 # Make sure we have dev requirements installed
 #
 if [ -f "${REQUIREMENTS_LOCAL}" ]; then
   echo "Installing local overrides at ${REQUIREMENTS_LOCAL}"
-  pip install --no-cache-dir -r "${REQUIREMENTS_LOCAL}"
+  uv pip install --no-cache-dir -r "${REQUIREMENTS_LOCAL}"
 else
   echo "Skipping local overrides"
 fi
@@ -48,7 +68,7 @@ case "${1}" in
     ;;
   app)
     echo "Starting web app (using development server)..."
-    flask run -p 8088 --with-threads --reload --debugger --host=0.0.0.0
+    flask run -p $PORT --with-threads --reload --debugger --host=0.0.0.0
     ;;
   app-gunicorn)
     echo "Starting web app..."

docker/docker-entrypoint-initdb.d/cypress-init.sh

@@ -0,0 +1,28 @@
+#!/usr/bin/env bash
+
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+
+# ------------------------------------------------------------------------
+# Creates the examples database and respective user. This database location
+# and access credentials are defined on the environment variables
+# ------------------------------------------------------------------------
+set -e
+
+psql -v ON_ERROR_STOP=1 --username "${POSTGRES_USER}" <<-EOSQL
+  CREATE DATABASE superset_cypress;
+EOSQL

docker/docker-frontend.sh

@@ -27,11 +27,18 @@ if [ "$BUILD_SUPERSET_FRONTEND_IN_DOCKER" = "true" ]; then
     echo "Building Superset frontend in dev mode inside docker container"
     cd /app/superset-frontend
 
+    if [ "$NPM_RUN_PRUNE" = "true" ]; then
+        echo "Running `npm run prune`"
+        npm run prune
+    fi
+
     echo "Running `npm install`"
     npm install
 
-    echo "Running frontend"
-    npm run dev
+    echo "Start webpack dev server"
+    # start the webpack dev server, serving dynamically at http://localhost:9000
+    # it proxies to the backend served at http://localhost:8088
+    npm run dev-server
 
 else
     echo "Skipping frontend build steps - YOU NEED TO RUN IT MANUALLY ON THE HOST!"

docker/docker-init.sh

@@ -30,24 +30,18 @@ fi
 
 echo_step() {
 cat <<EOF
-
 ######################################################################
-
-
 Init Step ${1}/${STEP_CNT} [${2}] -- ${3}
-
-
 ######################################################################
-
 EOF
 }
 ADMIN_PASSWORD="${ADMIN_PASSWORD:-admin}"
 # If Cypress run – overwrite the password for admin and export env variables
 if [ "$CYPRESS_CONFIG" == "true" ]; then
     ADMIN_PASSWORD="general"
-    export SUPERSET_CONFIG=tests.integration_tests.superset_test_config
     export SUPERSET_TESTENV=true
-    export SUPERSET__SQLALCHEMY_DATABASE_URI=postgresql+psycopg2://superset:superset@db:5432/superset
+    export POSTGRES_DB=superset_cypress
+    export SUPERSET__SQLALCHEMY_DATABASE_URI=postgresql+psycopg2://superset:superset@db:5432/superset_cypress
 fi
 # Initialize the database
 echo_step "1" "Starting" "Applying DB migrations"
@@ -56,12 +50,16 @@ echo_step "1" "Complete" "Applying DB migrations"
 
 # Create an admin user
 echo_step "2" "Starting" "Setting up admin user ( admin / $ADMIN_PASSWORD )"
-superset fab create-admin \
-              --username admin \
-              --firstname Superset \
-              --lastname Admin \
-              --email admin@superset.com \
-              --password "$ADMIN_PASSWORD"
+if [ "$CYPRESS_CONFIG" == "true" ]; then
+    superset load_test_users
+else
+    superset fab create-admin \
+        --username admin \
+        --email admin@superset.com \
+        --password "$ADMIN_PASSWORD" \
+        --firstname Superset \
+        --lastname Admin
+fi
 echo_step "2" "Complete" "Setting up admin user"
 # Create default roles and permissions
 echo_step "3" "Starting" "Setting up roles and perms"
@@ -73,10 +71,9 @@ if [ "$SUPERSET_LOAD_EXAMPLES" = "yes" ]; then
     echo_step "4" "Starting" "Loading examples"
     # If Cypress run which consumes superset_test_config – load required data for tests
     if [ "$CYPRESS_CONFIG" == "true" ]; then
-        superset load_test_users
         superset load_examples --load-test-data
     else
-        superset load_examples --force
+        superset load_examples
     fi
     echo_step "4" "Complete" "Loading examples"
 fi

docker/entrypoints/docker-ci.sh

@@ -23,4 +23,4 @@
 export SERVER_THREADS_AMOUNT=8
 # start up the web server
 
-/usr/bin/run-server.sh
+/app/docker/entrypoints/run-server.sh

docker/nginx/nginx.conf

@@ -112,6 +112,12 @@ http {
             proxy_set_header Host $host;
         }
 
+        location /static {
+            proxy_pass http://host.docker.internal:9000;  # Proxy to superset-node
+            proxy_http_version 1.1;
+            proxy_set_header Host $host;
+        }
+
         location / {
             proxy_pass http://superset_app;
             proxy_set_header    Host                $host;

docker/pip-install.sh

@@ -0,0 +1,64 @@
+#!/usr/bin/env bash
+#
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements.  See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License.  You may obtain a copy of the License at
+#
+#    http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#
+set -euo pipefail
+
+# Default flag
+REQUIRES_BUILD_ESSENTIAL=false
+USE_CACHE=true
+
+# Filter arguments
+ARGS=()
+for arg in "$@"; do
+  case "$arg" in
+    --requires-build-essential)
+      REQUIRES_BUILD_ESSENTIAL=true
+      ;;
+    --no-cache)
+      USE_CACHE=false
+      ;;
+    *)
+      ARGS+=("$arg")
+      ;;
+  esac
+done
+
+# Install build-essential if required
+if $REQUIRES_BUILD_ESSENTIAL; then
+  echo "Installing build-essential for package builds..."
+  apt-get update -qq \
+    && apt-get install -yqq --no-install-recommends build-essential
+fi
+
+# Choose whether to use pip cache
+if $USE_CACHE; then
+  echo "Using pip cache..."
+  uv pip install "${ARGS[@]}"
+else
+  echo "Disabling pip cache..."
+  uv pip install --no-cache-dir "${ARGS[@]}"
+fi
+
+# Remove build-essential if it was installed
+if $REQUIRES_BUILD_ESSENTIAL; then
+  echo "Removing build-essential to keep the image lean..."
+  apt-get autoremove -yqq --purge build-essential \
+    && apt-get clean \
+    && rm -rf /var/lib/apt/lists/* /var/cache/apt/archives/*
+fi
+
+echo "Python packages installed successfully."

docker/pythonpath_dev/superset_config.py

@@ -22,6 +22,7 @@
 #
 import logging
 import os
+import sys
 
 from celery.schedules import crontab
 from flask_caching.backends.filesystemcache import FileSystemCache
@@ -99,11 +100,26 @@ CELERY_CONFIG = CeleryConfig
 
 FEATURE_FLAGS = {"ALERT_REPORTS": True}
 ALERT_REPORTS_NOTIFICATION_DRY_RUN = True
-WEBDRIVER_BASEURL = "http://superset:8088/"  # When using docker compose baseurl should be http://superset_app:8088/
+WEBDRIVER_BASEURL = "http://superset:8088/"  # When using docker compose baseurl should be http://superset_app:8088/  # noqa: E501
 # The base URL for the email report hyperlinks.
 WEBDRIVER_BASEURL_USER_FRIENDLY = WEBDRIVER_BASEURL
 SQLLAB_CTAS_NO_LIMIT = True
 
+log_level_text = os.getenv("SUPERSET_LOG_LEVEL", "INFO")
+LOG_LEVEL = getattr(logging, log_level_text.upper(), logging.INFO)
+
+if os.getenv("CYPRESS_CONFIG") == "true":
+    # When running the service as a cypress backend, we need to import the config
+    # located @ tests/integration_tests/superset_test_config.py
+    base_dir = os.path.dirname(__file__)
+    module_folder = os.path.abspath(
+        os.path.join(base_dir, "../../tests/integration_tests/")
+    )
+    sys.path.insert(0, module_folder)
+    from superset_test_config import *  # noqa
+
+    sys.path.pop(0)
+
 #
 # Optionally import superset_config_docker.py (which will have been included on
 # the PYTHONPATH) in order to allow for local settings to be overridden
@@ -113,7 +129,7 @@ try:
     from superset_config_docker import *  # noqa
 
     logger.info(
-        f"Loaded your Docker configuration at " f"[{superset_config_docker.__file__}]"
+        f"Loaded your Docker configuration at [{superset_config_docker.__file__}]"
     )
 except ImportError:
     logger.info("Using default Docker config...")

docs/.eslintrc.js

@@ -1,3 +1,4 @@
+/* eslint-env node */
 /**
  * Licensed to the Apache Software Foundation (ASF) under one
  * or more contributor license agreements.  See the NOTICE file
@@ -16,33 +17,31 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-import { t } from '@superset-ui/core';
-import { ControlPanelConfig } from '@superset-ui/chart-controls';
-
-const config: ControlPanelConfig = {
-  controlPanelSections: [
-    {
-      label: t('Query'),
-      expanded: true,
-      controlSetRows: [
-        ['groupby'],
-        ['metric'],
-        ['adhoc_filters'],
-        ['row_limit'],
-      ],
-    },
-    {
-      label: t('Chart Options'),
-      expanded: true,
-      controlSetRows: [['color_scheme']],
-    },
+module.exports = {
+  extends: [
+    'eslint:recommended',
+    'plugin:@typescript-eslint/recommended',
+    'plugin:react/recommended',
+    'plugin:prettier/recommended',
   ],
-  controlOverrides: {
-    groupby: {
-      label: t('Source / Target'),
-      description: t('Choose a source and a target'),
+  parser: '@typescript-eslint/parser',
+  parserOptions: {
+    ecmaFeatures: {
+      jsx: true,
+    },
+    ecmaVersion: 2020,
+    sourceType: 'module',
+  },
+  plugins: ['@typescript-eslint', 'react', 'prettier'],
+  rules: {
+    'react/react-in-jsx-scope': 'off',
+    'react/prop-types': 'off',
+    '@typescript-eslint/explicit-module-boundary-types': 'off',
+  },
+  settings: {
+    react: {
+      version: 'detect',
     },
   },
+  ignorePatterns: ['build/**/*', '.docusaurus/**/*', 'node_modules/**/*'],
 };
-
-export default config;

docs/README.md

@@ -18,6 +18,6 @@ under the License.
 -->
 
 This is the public documentation site for Superset, built using
-[Docusaurus 2](https://docusaurus.io/). See
+[Docusaurus 3](https://docusaurus.io/). See
 [CONTRIBUTING.md](../CONTRIBUTING.md#documentation) for documentation on
 contributing to documentation.

docs/babel.config.js

@@ -1,3 +1,4 @@
+/* eslint-env node */
 /**
  * Licensed to the Apache Software Foundation (ASF) under one
  * or more contributor license agreements.  See the NOTICE file

docs/data/countries.json

@@ -63,6 +63,7 @@
     "Fiji",
     "Finland",
     "France",
+    "France (with overseas)",
     "France (regions)",
     "French Polynesia",
     "Gabon",

docs/docs/api.mdx

@@ -4,7 +4,6 @@ hide_title: true
 sidebar_position: 10
 ---
 
-import { Buffer } from 'buffer/index.js';
 import SwaggerUI from 'swagger-ui-react';
 import openapi from '/resources/openapi.json';
 import 'swagger-ui-react/swagger-ui.css';

docs/docs/configuration/alerts-reports.mdx

@@ -25,6 +25,9 @@ Alerts and reports are disabled by default. To turn them on, you need to do some
 - At least one of those must be configured, depending on what you want to use:
   - emails: `SMTP_*` settings
   - Slack messages: `SLACK_API_TOKEN`
+- Users can customize the email subject by including date code placeholders, which will automatically be replaced with the corresponding UTC date when the email is sent. To enable this functionality, activate the `"DATE_FORMAT_IN_EMAIL_SUBJECT"` [feature flag](/docs/configuration/configuring-superset#feature-flags). This enables date formatting in email subjects, preventing all reporting emails from being grouped into the same thread (optional for the reporting feature).
+    - Use date codes from [strftime.org](https://strftime.org/) to create the email subject.
+    - If no date code is provided, the original string will be used as the email subject.
 
 ##### Disable dry-run mode
 
@@ -53,11 +56,14 @@ To send alerts and reports to Slack channels, you need to create a new Slack App
    - `incoming-webhook`
    - `files:write`
    - `chat:write`
+   - `channels:read`
+   - `groups:read`
 4. At the top of the "OAuth and Permissions" section, click "install to workspace".
 5. Select a default channel for your app and continue.
    (You can post to any channel by inviting your Superset app into that channel).
 6. The app should now be installed in your workspace, and a "Bot User OAuth Access Token" should have been created. Copy that token in the `SLACK_API_TOKEN` variable of your `superset_config.py`.
-7. Restart the service (or run `superset init`) to pull in the new configuration.
+7. Ensure the feature flag `ALERT_REPORT_SLACK_V2` is set to True in `superset_config.py`
+8. Restart the service (or run `superset init`) to pull in the new configuration.
 
 Note: when you configure an alert or a report, the Slack channel list takes channel names without the leading '#' e.g. use `alerts` instead of `#alerts`.
 
@@ -174,10 +180,9 @@ By default, Alerts and Reports are executed as the owner of the alert/report obj
 just change the config as follows (`admin` in this example):
 
 ```python
-from superset.tasks.types import ExecutorType
+from superset.tasks.types import FixedExecutor
 
-THUMBNAIL_SELENIUM_USER = 'admin'
-ALERT_REPORTS_EXECUTE_AS = [ExecutorType.SELENIUM]
+ALERT_REPORTS_EXECUTORS = [FixedExecutor("admin")]
 ```
 
 Please refer to `ExecutorType` in the codebase for other executor types.

docs/docs/configuration/cache.mdx

@@ -94,10 +94,9 @@ By default thumbnails are rendered per user, and will fall back to the Selenium
 To always render thumbnails as a fixed user (`admin` in this example), use the following configuration:
 
 ```python
-from superset.tasks.types import ExecutorType
+from superset.tasks.types import FixedExecutor
 
-THUMBNAIL_SELENIUM_USER = "admin"
-THUMBNAIL_EXECUTE_AS = [ExecutorType.SELENIUM]
+THUMBNAIL_EXECUTORS = [FixedExecutor("admin")]
 ```
 
 
@@ -130,8 +129,6 @@ def init_thumbnail_cache(app: Flask) -> S3Cache:
 
 
 THUMBNAIL_CACHE_CONFIG = init_thumbnail_cache
-# Async selenium thumbnail task will use the following user
-THUMBNAIL_SELENIUM_USER = "Admin"
 ```
 
 Using the above example cache keys for dashboards will be `superset_thumb__dashboard__{ID}`. You can

docs/docs/configuration/databases.mdx

@@ -69,6 +69,7 @@ are compatible with Superset.
 | [MySQL](/docs/configuration/databases#mysql)                            | `pip install mysqlclient`                                                          | `mysql://<UserName>:<DBPassword>@<Database Host>/<Database Name>`                                                                                      |
 | [OceanBase](/docs/configuration/databases#oceanbase)                    | `pip install oceanbase_py`                                                         | `oceanbase://<UserName>:<DBPassword>@<Database Host>/<Database Name>`                                                                                      |
 | [Oracle](/docs/configuration/databases#oracle)                          | `pip install cx_Oracle`                                                            | `oracle://`                                                                                                                                            |
+| [Parseable](/docs/configuration/databases#parseable)                    | `pip install sqlalchemy-parseable`                                                 | `parseable://<UserName>:<DBPassword>@<Database Host>/<Stream Name>`                                                                                    |
 | [PostgreSQL](/docs/configuration/databases#postgres)                    | `pip install psycopg2`                                                             | `postgresql://<UserName>:<DBPassword>@<Database Host>/<Database Name>`                                                                                 |
 | [Presto](/docs/configuration/databases#presto)                          | `pip install pyhive`                                                               | `presto://`                                                                                                                                            |
 | [Rockset](/docs/configuration/databases#rockset)                        | `pip install rockset-sqlalchemy`                                                   | `rockset://<api_key>:@<api_server>`                                                                                                                    |
@@ -77,10 +78,12 @@ are compatible with Superset.
 | [Snowflake](/docs/configuration/databases#snowflake)                    | `pip install snowflake-sqlalchemy`                                                 | `snowflake://{user}:{password}@{account}.{region}/{database}?role={role}&warehouse={warehouse}`                                                        |
 | SQLite                                                    | No additional library needed                                                       | `sqlite://path/to/file.db?check_same_thread=false`                                                                                                     |
 | [SQL Server](/docs/configuration/databases#sql-server)                  | `pip install pymssql`                                                              | `mssql+pymssql://`                                                                                                                                     |
+| [TDengine](/docs/configuration/databases#tdengine)                      | `pip install taospy`  `pip install taos-ws-py`                                     | `taosws://<user>:<password>@<host>:<port>`                                                                                                             |
 | [Teradata](/docs/configuration/databases#teradata)                      | `pip install teradatasqlalchemy`                                                   | `teradatasql://{user}:{password}@{host}`                                                                                                               |
 | [TimescaleDB](/docs/configuration/databases#timescaledb)                | `pip install psycopg2`                                                             | `postgresql://<UserName>:<DBPassword>@<Database Host>:<Port>/<Database Name>`                                                                          |
 | [Trino](/docs/configuration/databases#trino)                            | `pip install trino`                                                                | `trino://{username}:{password}@{hostname}:{port}/{catalog}`                                                                                            |
 | [Vertica](/docs/configuration/databases#vertica)                        | `pip install sqlalchemy-vertica-python`                                            | `vertica+vertica_python://<UserName>:<DBPassword>@<Database Host>/<Database Name>`                                                                     |
+| [YDB](/docs/configuration/databases#ydb)                                | `pip install ydb-sqlalchemy`                                                       | `ydb://{host}:{port}/{database_name}`                                                                                                                  |
 | [YugabyteDB](/docs/configuration/databases#yugabytedb)                  | `pip install psycopg2`                                                             | `postgresql://<UserName>:<DBPassword>@<Database Host>/<Database Name>`                                                                                 |
 ---
 
@@ -1073,6 +1076,23 @@ The connection string is formatted as follows:
 oracle://<username>:<password>@<hostname>:<port>
 ```
 
+#### Parseable
+
+[Parseable](https://www.parseable.io) is a distributed log analytics database that provides SQL-like query interface for log data. The recommended connector library is [sqlalchemy-parseable](https://github.com/parseablehq/sqlalchemy-parseable).
+
+The connection string is formatted as follows:
+
+```
+parseable://<username>:<password>@<hostname>:<port>/<stream_name>
+```
+
+For example:
+
+```
+parseable://admin:admin@demo.parseable.com:443/ingress-nginx
+```
+
+Note: The stream_name in the URI represents the Parseable logstream you want to query. You can use both HTTP (port 80) and HTTPS (port 443) connections.
 
 
 #### Apache Pinot
@@ -1335,6 +1355,24 @@ starrocks://<User>:<Password>@<Host>:<Port>/<Catalog>.<Database>
 StarRocks maintains their Superset docuementation [here](https://docs.starrocks.io/docs/integrations/BI_integrations/Superset/).
 :::
 
+#### TDengine
+
+[TDengine](https://www.tdengine.com) is a High-Performance, Scalable Time-Series Database for Industrial IoT and provides SQL-like query interface.
+
+The recommended connector library for TDengine is [taospy](https://pypi.org/project/taospy/) and [taos-ws-py](https://pypi.org/project/taos-ws-py/)
+
+The expected connection string is formatted as follows:
+
+```
+taosws://<user>:<password>@<host>:<port>
+```
+
+For example:
+
+```
+taosws://root:taosdata@127.0.0.1:6041
+```
+
 #### Teradata
 
 The recommended connector library is
@@ -1537,6 +1575,78 @@ Other parameters:
 - Load Balancer - Backup Host
 
 
+
+#### YDB
+
+The recommended connector library for [YDB](https://ydb.tech/) is
+[ydb-sqlalchemy](https://pypi.org/project/ydb-sqlalchemy/).
+
+##### Connection String
+
+The connection string for YDB looks like this:
+
+```
+ydb://{host}:{port}/{database_name}
+```
+
+##### Protocol
+You can specify `protocol` in the `Secure Extra` field at `Advanced / Security`:
+
+```
+{
+    "protocol": "grpcs"
+}
+```
+
+Default is `grpc`.
+
+
+##### Authentication Methods
+###### Static Credentials
+To use `Static Credentials` you should provide `username`/`password` in the `Secure Extra` field at `Advanced / Security`:
+
+```
+{
+    "credentials": {
+        "username": "...",
+        "password": "..."
+    }
+}
+```
+
+
+###### Access Token Credentials
+To use `Access Token Credentials` you should provide `token` in the `Secure Extra` field at `Advanced / Security`:
+
+```
+{
+    "credentials": {
+        "token": "...",
+    }
+}
+```
+
+
+##### Service Account Credentials
+To use Service Account Credentials, you should provide `service_account_json` in the `Secure Extra` field at `Advanced / Security`:
+
+```
+{
+    "credentials": {
+        "service_account_json": {
+            "id": "...",
+            "service_account_id": "...",
+            "created_at": "...",
+            "key_algorithm": "...",
+            "public_key": "...",
+            "private_key": "..."
+        }
+    }
+}
+```
+
+
+
 #### YugabyteDB
 
 [YugabyteDB](https://www.yugabyte.com/) is a distributed SQL database built on top of PostgreSQL.

docs/docs/configuration/networking-settings.mdx

@@ -18,7 +18,7 @@ The following keys in `superset_config.py` can be specified to configure CORS:
 
 - `ENABLE_CORS`: Must be set to `True` in order to enable CORS
 - `CORS_OPTIONS`: options passed to Flask-CORS
-  ([documentation](https://flask-cors.corydolphin.com/en/latest/api.html#extension))
+  ([documentation](https://flask-cors.readthedocs.io/en/latest/api.html#extension))
 
 
 ## HTTP headers
@@ -108,6 +108,10 @@ running a custom auth postback endpoint), you can add the endpoints to `WTF_CSRF
 
 ## Domain Sharding
 
+:::note
+Domain Sharding is deprecated as of Superset 5.0.0, and will be removed in Superset 6.0.0. Please Enable HTTP2 to keep more open connections per domain.
+:::
+
 Chrome allows up to 6 open connections per domain at a time. When there are more than 6 slices in
 dashboard, a lot of time fetch requests are queued up and wait for next available socket.
 [PR 5039](https://github.com/apache/superset/pull/5039) adds domain sharding to Superset,

docs/docs/configuration/setup-ssh-tunneling.mdx

@@ -1,6 +0,0 @@
----
-title: Setup SSH Tunneling
-hide_title: true
-sidebar_position: 8
-version: 1
----

docs/docs/contributing/development.mdx

@@ -32,7 +32,9 @@ cd superset
 Setting things up to squeeze a "hello world" into any part of Superset should be as simple as
 
 ```bash
-docker compose up
+# getting docker compose to fire up services, and rebuilding if some docker layers have changed
+# using the `--build` suffix may be slower and optional if layers like py dependencies haven't changed
+docker compose up --build
 ```
 
 Note that:
@@ -70,6 +72,53 @@ documentation.
 configured to be secure.
 :::
 
+
+### Supported environment variables
+
+Affecting the Docker build process:
+- **SUPERSET_BUILD_TARGET (default=dev):** which --target to build, either `lean` or `dev` are commonly used
+- **INCLUDE_FIREFOX (default=false):** whether to include the Firefox headless browser in the build
+- **INCLUDE_CHROMIUM (default=false):** whether to include the Firefox headless browser in the build
+- **BUILD_TRANSLATIONS(default=false):** whether to compile the translations from the .po files available
+- **SUPERSET_LOAD_EXAMPLES (default=yes):** whether to load the examples into the database upon startup,
+  save some precious time on startup by `SUPERSET_LOAD_EXAMPLES=no docker compose up`
+- **SUPERSET_LOG_LEVEL (default=info)**: Can be set to debug, info, warning, error, critical
+  for more verbose logging
+
+For more env vars that affect your configuration, see this
+[superset_config.py](https://github.com/apache/superset/blob/master/docker/pythonpath_dev/superset_config.py)
+used in the `docker compose` context to assign env vars to the superset configuration.
+
+### Accessing the postgres database
+Sometimes it's useful to access the database in the docker container directly.
+You can enter a `psql` shell (the official Postgres client) by running the following command:
+
+```bash
+docker compose exec db psql -U superset
+```
+
+Also note that the database is exposed on port 5432, so you can connect to it using your favorite
+Postgres client or even SQL Lab itselft directly in Superset by creating a new database connection
+to `localhost:5432`.
+
+### Nuking the postgres database
+
+At times, it's possible to end up with your development database in a bad state, it's
+common while switching branches that contain migrations for instance, where the database
+version stamp that `alembic` manages is no longer available after switching branch.
+
+In that case, the easy solution is to nuke the postgres db and start fresh. Note that the full
+state of the database will be gone after doing this, so be cautious.
+
+```bash
+# first stop docker-compose if it's running
+docker-compose down
+# delete the volume containing the database
+docker volume rm superset_db_home
+# restart docker-compose, which will init a fresh database and load examples
+docker-compose up
+```
+
 ## Installing Development Tools
 
 :::note
@@ -84,7 +133,8 @@ instance, but many people like to run that tooling from their host.
 
 Assuming you already have a way to setup your python environments
 like `pyenv`, `virtualenv` or something else, all you should have to
-do is to install our dev, pinned python requirements bundle
+do is to install our dev, pinned python requirements bundle, after installing
+the prerequisites mentioned in [OS Dependencies](https://superset.apache.org/docs/installation/pypi/#os-dependencies)
 
 ```bash
 pip install -r requirements/development.txt
@@ -222,19 +272,19 @@ If you add a new requirement or update an existing requirement (per the `install
 $ python3 -m venv venv
 $ source venv/bin/activate
 $ python3 -m pip install -r requirements/development.txt
-$ pip-compile-multi --no-upgrade
+$ ./scripts/uv-pip-compile.sh
 ```
 
-When upgrading the version number of a single package, you should run `pip-compile-multi` with the `-P` flag:
+When upgrading the version number of a single package, you should run `./scripts/uv-pip-compile.sh` with the `-P` flag:
 
 ```bash
-$ pip-compile-multi -P my-package
+$ ./scripts/uv-pip-compile.sh -P some-package-to-upgrade
 ```
 
-To bring all dependencies up to date as per the restrictions defined in `setup.py` and `requirements/*.in`, run pip-compile-multi` without any flags:
+To bring all dependencies up to date as per the restrictions defined in `setup.py` and `requirements/*.in`, run `./scripts/uv-pip-compile.sh --upgrade`
 
 ```bash
-$ pip-compile-multi
+$ ./scripts/uv-pip-compile.sh --upgrade
 ```
 
 This should be done periodically, but it is recommended to do thorough manual testing of the application to ensure no breaking changes have been introduced that aren't caught by the unit and integration tests.
@@ -455,86 +505,113 @@ pre-commit install
 
 A series of checks will now run when you make a git commit.
 
-Alternatively, it is possible to run pre-commit via tox:
-
-```bash
-tox -e pre-commit
-```
-
-Or by running pre-commit manually:
-
-```bash
-pre-commit run --all-files
-```
 
 ## Linting
 
-### Python
+See [how tos](/docs/contributing/howtos#linting)
 
-We use [Pylint](https://pylint.org/) for linting which can be invoked via:
+
+## GitHub Actions and `act`
+
+:::tip
+`act` compatibility of Superset's GHAs is not fully tested. Running `act` locally may or may not
+work for different actions, and may require fine tunning and local secret-handling.
+For those more intricate GHAs that are tricky to run locally, we recommend iterating
+directly on GHA's infrastructure, by pushing directly on a branch and monitoring GHA logs.
+For more targetted iteration, see the `gh workflow run --ref {BRANCH}` subcommand of the GitHub CLI.
+:::
+
+For automation and CI/CD, Superset makes extensive use of GitHub Actions (GHA). You
+can find all of the workflows and other assets under the `.github/` folder. This includes:
+- running the backend unit test suites (`tests/`)
+- running the frontend test suites (`superset-frontend/src/**.*.test.*`)
+- running our Cypress end-to-end tests (`superset-frontend/cypress-base/`)
+- linting the codebase, including all Python, Typescript and Javascript, yaml and beyond
+- checking for all sorts of other rules conventions
+
+When you open a pull request (PR), the appropriate GitHub Actions (GHA) workflows will
+automatically run depending on the changes in your branch. It's perfectly reasonable
+(and required!) to rely on this automation. However, the downside is that it's mostly an
+all-or-nothing approach and doesn't provide much control to target specific tests or
+iterate quickly.
+
+At times, it may be more convenient to run GHA workflows locally. For that purpose
+we use [act](https://github.com/nektos/act), a tool that allows you to run GitHub Actions (GHA)
+workflows locally. It simulates the GitHub Actions environment, enabling developers to
+test and debug workflows on their local machines before pushing changes to the repository. More
+on how to use it in the next section.
+
+:::note
+In both GHA and `act`, we can run a more complex matrix for our tests, executing against different
+database engines (PostgreSQL, MySQL, SQLite) and different versions of Python.
+This enables us to ensure compatibility and stability across various environments.
+:::
+
+### Using `act`
+
+First, install `act` -> https://nektosact.com/
+
+To list the workflows, simply:
 
 ```bash
-# for python
-tox -e pylint
+act --list
 ```
 
-In terms of best practices please avoid blanket disabling of Pylint messages globally (via `.pylintrc`) or top-level within the file header, albeit there being a few exceptions. Disabling should occur inline as it prevents masking issues and provides context as to why said message is disabled.
-
-Additionally, the Python code is auto-formatted using [Black](https://github.com/python/black) which
-is configured as a pre-commit hook. There are also numerous [editor integrations](https://black.readthedocs.io/en/stable/integrations/editors.html)
-
-### TypeScript
+To run a specific workflow:
 
 ```bash
-cd superset-frontend
-npm ci
-# run eslint checks
-npm run eslint -- .
-# run tsc (typescript) checks
-npm run type
+act pull_request --job {workflow_name} --secret GITHUB_TOKEN=$GITHUB_TOKEN --container-architecture linux/amd64
 ```
 
-If using the eslint extension with vscode, put the following in your workspace `settings.json` file:
+In the example above, notice that:
+- we target a specific workflow, using `--job`
+- we pass a secret using `--secret`, as many jobs require read access (public) to the repo
+- we simulate a `pull_request` event by specifying it as the first arg,
+  similarly, we could simulate a `push` event or something else
+- we specify `--container-architecture`, which tends to emulate GHA more reliably
 
-```json
-"eslint.workingDirectories": [
-  "superset-frontend"
-]
-```
+:::note
+`act` is a rich tool that offers all sorts of features, allowing you to simulate different
+events (pull_request, push, ...), semantics around passing secrets where required and much
+more. For more information, refer to [act's documentation](https://nektosact.com/)
+:::
+
+:::note
+Some jobs require secrets to interact with external systems and accounts that you may
+not have in your possession. In those cases you may have to rely on remote CI or parameterize the
+job further to target a different environment/sandbox or your own alongside the related
+secrets.
+:::
+
+---
 
 ## Testing
 
 ### Python Testing
 
-All python tests are carried out in [tox](https://tox.readthedocs.io/en/latest/index.html)
-a standardized testing framework.
-All python tests can be run with any of the tox [environments](https://tox.readthedocs.io/en/latest/example/basic.html#a-simple-tox-ini-default-environments), via,
+#### Unit Tests
+
+For unit tests located in `tests/unit_tests/`, it's usually easy to simply run the script locally using:
 
 ```bash
-tox -e <environment>
+pytest tests/unit_tests/*
 ```
 
-For example,
+#### Integration Tests
+
+For more complex pytest-defined integration tests (not to be confused with our end-to-end Cypress tests), many tests will require having a working test environment. Some tests require a database, Celery, and potentially other services or libraries installed.
+
+### Running Tests with `act`
+
+To run integration tests locally using `act`, ensure you have followed the setup instructions from the [GitHub Actions and `act`](#github-actions-and-act) section. You can run specific workflows or jobs that include integration tests. For example:
 
 ```bash
-tox -e py38
+act --job test-python-38 --secret GITHUB_TOKEN=$GITHUB_TOKEN --event pull_request --container-architecture linux/amd64
 ```
 
-Alternatively, you can run all tests in a single file via,
+#### Running locally using a test script
 
-```bash
-tox -e <environment> -- tests/test_file.py
-```
-
-or for a specific test via,
-
-```bash
-tox -e <environment> -- tests/test_file.py::TestClassName::test_method_name
-```
-
-Note that the test environment uses a temporary directory for defining the
-SQLite databases which will be cleared each time before the group of test
-commands are invoked.
+There is also a utility script included in the Superset codebase to run Python integration tests. The [readme can be found here](https://github.com/apache/superset/tree/master/scripts/tests).
 
 There is also a utility script included in the Superset codebase to run python integration tests. The [readme can be
 found here](https://github.com/apache/superset/tree/master/scripts/tests)
@@ -545,7 +622,7 @@ To run all integration tests, for example, run this script from the root directo
 scripts/tests/run.sh
 ```
 
-You can run unit tests found in './tests/unit_tests' for example with pytest. It is a simple way to run an isolated test that doesn't need any database setup
+You can run unit tests found in `./tests/unit_tests` with pytest. It is a simple way to run an isolated test that doesn't need any database setup:
 
 ```bash
 pytest ./link_to_test.py
@@ -566,71 +643,6 @@ To run a single test file:
 npm run test -- path/to/file.js
 ```
 
-### Integration Testing
-
-We use [Cypress](https://www.cypress.io/) for integration tests. Tests can be run by `tox -e cypress`. To open Cypress and explore tests first setup and run test server:
-
-```bash
-export SUPERSET_CONFIG=tests.integration_tests.superset_test_config
-export SUPERSET_TESTENV=true
-export CYPRESS_BASE_URL="http://localhost:8081"
-superset db upgrade
-superset load_test_users
-superset load-examples --load-test-data
-superset init
-superset run --port 8081
-```
-
-Run Cypress tests:
-
-```bash
-cd superset-frontend
-npm run build-instrumented
-
-cd cypress-base
-npm install
-
-# run tests via headless Chrome browser (requires Chrome 64+)
-npm run cypress-run-chrome
-
-# run tests from a specific file
-npm run cypress-run-chrome -- --spec cypress/e2e/explore/link.test.ts
-
-# run specific file with video capture
-npm run cypress-run-chrome -- --spec cypress/e2e/dashboard/index.test.js --config video=true
-
-# to open the cypress ui
-npm run cypress-debug
-
-# to point cypress to a url other than the default (http://localhost:8088) set the environment variable before running the script
-# e.g., CYPRESS_BASE_URL="http://localhost:9000"
-CYPRESS_BASE_URL=<your url> npm run cypress open
-```
-
-See [`superset-frontend/cypress_build.sh`](https://github.com/apache/superset/blob/master/superset-frontend/cypress_build.sh).
-
-As an alternative you can use docker compose environment for testing:
-
-Make sure you have added below line to your /etc/hosts file:
-`127.0.0.1 db`
-
-If you already have launched Docker environment please use the following command to ensure a fresh database instance:
-`docker compose down -v`
-
-Launch environment:
-
-`CYPRESS_CONFIG=true docker compose up`
-
-It will serve the backend and frontend on port 8088.
-
-Run Cypress tests:
-
-```bash
-cd cypress-base
-npm install
-npm run cypress open
-```
-
 ### Debugging Server App
 
 #### Local
@@ -687,7 +699,7 @@ superset:
 Start Superset as usual
 
 ```bash
-docker compose up
+docker compose up --build
 ```
 
 Install the required libraries and packages to the docker container

docs/docs/contributing/howtos.mdx

@@ -10,7 +10,7 @@ version: 1
 
 The latest documentation and tutorial are available at https://superset.apache.org/.
 
-The documentation site is built using [Docusaurus 2](https://docusaurus.io/), a modern
+The documentation site is built using [Docusaurus 3](https://docusaurus.io/), a modern
 static website generator, the source for which resides in `./docs`.
 
 ### Local Development
@@ -170,31 +170,10 @@ npm run dev-server
 
 ### Python Testing
 
-All python tests are carried out in [tox](https://tox.readthedocs.io/en/latest/index.html)
-a standardized testing framework.
-All python tests can be run with any of the tox [environments](https://tox.readthedocs.io/en/latest/example/basic.html#a-simple-tox-ini-default-environments), via,
+`pytest`, backend by docker-compose is how we recommend running tests locally.
 
-```bash
-tox -e <environment>
-```
-
-For example,
-
-```bash
-tox -e py38
-```
-
-Alternatively, you can run all tests in a single file via,
-
-```bash
-tox -e <environment> -- tests/test_file.py
-```
-
-or for a specific test via,
-
-```bash
-tox -e <environment> -- tests/test_file.py::TestClassName::test_method_name
-```
+For a more complex test matrix (against different database backends, python versions, ...) you
+can rely on our GitHub Actions by simply opening a draft pull request.
 
 Note that the test environment uses a temporary directory for defining the
 SQLite databases which will be cleared each time before the group of test
@@ -244,42 +223,39 @@ To run a single test file:
 npm run test -- path/to/file.js
 ```
 
-### e2e Integration Testing
+### E2E Integration Testing
 
-We use [Cypress](https://www.cypress.io/) for end-to-end integration
-tests. One easy option to get started quickly is to leverage `tox` to
-run the whole suite in an isolated environment.
+For E2E testing, we recommend that you use a `docker compose` backend
 
 ```bash
-tox -e cypress
+CYPRESS_CONFIG=true docker compose up --build
+```
+`docker compose` will get to work and expose a Cypress-ready Superset app.
+This app uses a different database schema (`superset_cypress`) to keep it isolated from
+your other dev environmen(s)t, a specific set of examples, and a set of configurations that
+aligns with the expectations within the end-to-end tests.  Also note that it's served on a
+different port than the default port for the backend (`8088`).
+
+Now in another terminal, let's get ready to execute some Cypress commands. First, tell cypress
+to connect to the Cypress-ready Superset backend.
+
+```
+CYPRESS_BASE_URL=http://localhost:8081
 ```
 
-Alternatively, you can go lower level and set things up in your
-development environment by following these steps:
-
-First set up a python/flask backend:
-
 ```bash
-export SUPERSET_CONFIG=tests.integration_tests.superset_test_config
-export SUPERSET_TESTENV=true
-export CYPRESS_BASE_URL="http://localhost:8081"
-superset db upgrade
-superset load_test_users
-superset init
-superset load-examples --load-test-data
-superset run --port 8081
-```
-
-In another terminal, prepare the frontend and run Cypress tests:
-
-```bash
-cd superset-frontend
-npm run build-instrumented
-
-cd cypress-base
+# superset-frontend/cypress-base is the base folder for everything Cypress-related
+# It's essentially its own npm app, with its own dependencies, configurations and utilities
+cd superset-frontend/cypress-base
 npm install
 
-# run tests via headless Chrome browser (requires Chrome 64+)
+# use interactive mode to run tests, while keeping memory usage contained
+# this will fire up an interactive Cypress UI
+# as you alter the code, the tests will re-run automatically, and you can visualize each
+# and every step for debugging purposes
+npx cypress open --config numTestsKeptInMemory=5
+
+# to run the test suite on the command line using chrome (same as CI)
 npm run cypress-run-chrome
 
 # run tests from a specific file
@@ -291,9 +267,6 @@ npm run cypress-run-chrome -- --spec cypress/e2e/dashboard/index.test.js --confi
 # to open the cypress ui
 npm run cypress-debug
 
-# to point cypress to a url other than the default (http://localhost:8088) set the environment variable before running the script
-# e.g., CYPRESS_BASE_URL="http://localhost:9000"
-CYPRESS_BASE_URL=<your url> npm run cypress open
 ```
 
 See [`superset-frontend/cypress_build.sh`](https://github.com/apache/superset/blob/master/superset-frontend/cypress_build.sh).
@@ -438,7 +411,7 @@ See [set capabilities for a container](https://kubernetes.io/docs/tasks/configur
 
 Once the pod is running as root and has the `SYS_PTRACE` capability it will be able to debug the Flask app.
 
-You can follow the same instructions as in `docker compose`. Enter the pod and install the required library and packages; gdb, netstat and debugpy.
+You can follow the same instructions as in `docker compose`. Enter the pod and install the required library and packages: gdb, netstat and debugpy.
 
 Often in a Kubernetes environment nodes are not addressable from outside the cluster. VSCode will thus be unable to remotely connect to port 5678 on a Kubernetes node. In order to do this you need to create a tunnel that port forwards 5678 to your local machine.
 
@@ -598,17 +571,24 @@ pybabel compile -d superset/translations
 
 ### Python
 
-We use [Pylint](https://pylint.org/) for linting which can be invoked via:
+We use [ruff](https://github.com/astral-sh/ruff) for linting which can be invoked via:
 
-```bash
-# for python
-tox -e pylint
+```
+# auto-reformat using ruff
+ruff format
+
+# lint check with ruff
+ruff check
+
+# lint fix with ruff
+ruff check --fix
 ```
 
-In terms of best practices please avoid blanket disabling of Pylint messages globally (via `.pylintrc`) or top-level within the file header, albeit there being a few exceptions. Disabling should occur inline as it prevents masking issues and provides context as to why said message is disabled.
+Ruff configuration is located in our
+(pyproject.toml)[https://github.com/apache/superset/blob/master/pyproject.toml] file
 
-Additionally, the Python code is auto-formatted using [Black](https://github.com/python/black) which
-is configured as a pre-commit hook. There are also numerous [editor integrations](https://black.readthedocs.io/en/stable/integrations/editors.html)
+All this is configured to run in pre-commit hooks, which we encourage you to setup
+with `pre-commit install`
 
 ### TypeScript
 

docs/docs/contributing/misc.mdx

@@ -3,7 +3,7 @@ sidebar_position: 6
 version: 1
 ---
 
-# Misc.
+# Miscellaneous
 
 ## Reporting a Security Vulnerability
 
@@ -11,7 +11,7 @@ Please report security vulnerabilities to private@superset.apache.org.
 
 In the event a community member discovers a security flaw in Superset, it is important to follow the [Apache Security Guidelines](https://www.apache.org/security/committers.html) and release a fix as quickly as possible before public disclosure. Reporting security vulnerabilities through the usual GitHub Issues channel is not ideal as it will publicize the flaw before a fix can be applied.
 
-### SQL Lab Async
+## SQL Lab Async
 
 It's possible to configure a local database to operate in `async` mode,
 to work on `async` related features.
@@ -46,7 +46,7 @@ Note that:
   to your production environment, and use the similar broker as well as
   results backend configuration
 
-### Async Chart Queries
+## Async Chart Queries
 
 It's possible to configure database queries for charts to operate in `async` mode. This is especially useful for dashboards with many charts that may otherwise be affected by browser connection limits. To enable async queries for dashboards and Explore, the following dependencies are required:
 

docs/docs/faq.mdx

@@ -125,7 +125,7 @@ value in milliseconds in the JSON Metadata field:
 Here, the entire dashboard will refresh at once if periodic refresh is on. The stagger time of 2.5
 seconds is ignored.
 
-**Why does ‘flask fab’ or superset freezed/hung/not responding when started (my home directory is
+**Why does ‘flask fab’ or superset freeze/hang/not responding when started (my home directory is
 NFS mounted)?**
 
 By default, Superset creates and uses an SQLite database at `~/.superset/superset.db`. SQLite is

docs/docs/installation/architecture.mdx

@@ -45,7 +45,7 @@ This is the core application. Superset operates like this:
 
 This is where chart and dashboard definitions, user information, logs, etc. are stored. Superset is tested to work with PostgreSQL and MySQL databases as the metadata database (not be confused with a data source like your data warehouse, which could be a much greater variety of options like Snowflake, Redshift, etc.).
 
-Some installation methods like our Quickstart and PyPI come configured by default to use a SQLite on-disk database. And in a Docker Compose installation, the data would be stored in a PostgresQL container volume. Neither of these cases are recommended for production instances of Superset.
+Some installation methods like our Quickstart and PyPI come configured by default to use a SQLite on-disk database. And in a Docker Compose installation, the data would be stored in a PostgreSQL container volume. Neither of these cases are recommended for production instances of Superset.
 
 For production, a properly-configured, managed, standalone database is recommended. No matter what database you use, you should plan to back it up regularly.
 

docs/docs/installation/docker-builds.mdx

@@ -29,7 +29,7 @@ We have a set of build "presets" that each represent a combination of
 parameters for the build, mostly pointing to either different target layer
 for the build, and/or base image.
 
-Here are the build presets that are exposed through the `build_docker.py` script:
+Here are the build presets that are exposed through the `supersetbot docker` utility:
 
 - `lean`: The default Docker image, including both frontend and backend. Tags
   without a build_preset are lean builds (ie: `latest`, `4.0.0`, `3.0.0`, ...). `lean`
@@ -62,8 +62,8 @@ Here are the build presets that are exposed through the `build_docker.py` script
 
 
 For insights or modifications to the build matrix and tagging conventions,
-check the [build_docker.py](https://github.com/apache/superset/blob/master/scripts/build_docker.py)
-script and the [docker.yml](https://github.com/apache/superset/blob/master/.github/workflows/docker.yml)
+check the [supersetbot docker](https://github.com/apache-superset/supersetbot)
+subcommand and the [docker.yml](https://github.com/apache/superset/blob/master/.github/workflows/docker.yml)
 GitHub action.
 
 ## Key ARGs in Dockerfile

docs/docs/installation/docker-compose.mdx

@@ -17,7 +17,7 @@ Since `docker compose` is primarily designed to run a set of containers on **a s
 and can't support requirements for **high availability**, we do not support nor recommend
 using our `docker compose` constructs to support production-type use-cases. For single host
 environments, we recommend using [minikube](https://minikube.sigs.k8s.io/docs/start/) along
-our [installing on k8s](https://superset.apache.org/docs/installation/running-on-kubernetes)
+with our [installing on k8s](https://superset.apache.org/docs/installation/running-on-kubernetes)
 documentation.
 :::
 
@@ -43,7 +43,6 @@ Note that there are 3 major ways we support to run `docker compose`:
   `export TAG=4.0.0-dev` or `export TAG=3.0.0-dev`, with `latest-dev` being the default.
   That's because The `dev` builds happen to package the `psycopg2-binary` required to connect
   to the Postgres database launched as part of the `docker compose` builds.
-``
 
 More on these two approaches after setting up the requirements for either.
 
@@ -76,7 +75,8 @@ on latest base images using `docker compose build --pull`. In most cases though,
 ### Option #1 - for an interactive development environment
 
 ```bash
-docker compose up
+# The --build argument insures all the layers are up-to-date
+docker compose up --build
 ```
 
 :::tip
@@ -95,6 +95,14 @@ perform those operations. In this case, we recommend you set the env var
 Simply trigger `npm i && npm run dev`, this should be MUCH faster.
 :::
 
+:::tip
+Sometimes, your npm-related state can get out-of-wack, running `npm run prune` from
+the `superset-frontend/` folder will nuke the various' packages `node_module/` folders
+and help you start fresh. In the context of `docker compose` setting
+`export NPM_RUN_PRUNE=true` prior to running `docker compose up` will trigger that
+from within docker. This will slow down the startup, but will fix various npm-related issues.
+:::
+
 ### Option #2 - build a set of immutable images from the local branch
 
 ```bash
@@ -112,6 +120,13 @@ Here various release tags, github SHA, and latest `master` can be referenced by
 Refer to the docker-related documentation to learn more about existing tags you can point to
 from Docker Hub.
 
+:::note
+For option #2 and #3, we recommend checking out the release tag from the better repository
+(ie: `git checkout 4.0.0`) for more guaranteed results. This ensures that the `docker-compose.*.yml`
+configurations and that the mounted `docker/` scripts are in sync with the image you are
+looking to fire up.
+:::
+
 ## `docker compose` tips & configuration
 
 :::caution
@@ -227,3 +242,11 @@ may want to find the exact hostname you want to use, for that you can do `ifconf
 Docker for you. Alternately if you don't even see the `docker0` interface try (if needed with sudo)
 `docker network inspect bridge` and see if there is an entry for `"Gateway"` and note the IP
 address.
+
+## 4. To build or not to build
+
+When running `docker compose up`, docker will build what is required behind the scene, but
+may use the docker cache if assets already exist. Running `docker compose build` prior to
+`docker compose up` or the equivalent shortcut `docker compose up --build` ensures that your
+docker images matche the definition in the repository. This should only apply to the main
+docker-compose.yml file (default) and not to the alternative methods defined above.

docs/docs/installation/kubernetes.mdx

@@ -150,6 +150,9 @@ Superset requires a Python DB-API database driver and a SQLAlchemy
 dialect to be installed for each datastore you want to connect to.
 
 See [Install Database Drivers](/docs/configuration/databases) for more information.
+It is recommended that you refer to versions listed in
+[pyproject.toml](https://github.com/apache/superset/blob/master/pyproject.toml)
+instead of hard-coding them in your bootstrap script, as seen below.
 
 :::
 
@@ -157,9 +160,9 @@ The following example installs the drivers for BigQuery and Elasticsearch, allow
 ```yaml
 bootstrapScript: |
   #!/bin/bash
-  pip install psycopg2==2.9.6 \
-    sqlalchemy-bigquery==1.6.1 \
-    elasticsearch-dbapi==0.2.5 &&\
+  uv pip install .[postgres] \
+    .[bigquery] \
+    .[elasticsearch] &&\
   if [ ! -f ~/bootstrap ]; then echo "Running Superset with uid {{ .Values.runAsUser }}" > ~/bootstrap; fi
 ```
 

docs/docs/installation/pypi.mdx

@@ -77,10 +77,6 @@ versions officially supported by Superset. We'd recommend using a Python version
 like [pyenv](https://github.com/pyenv/pyenv)
 (and also [pyenv-virtualenv](https://github.com/pyenv/pyenv-virtualenv)).
 
-:::tip
-To identify the Python version used by the official docker image, see the [Dockerfile](https://github.com/apache/superset/blob/master/Dockerfile). Additional docker images published for newer versions of Python can be found in [this file](https://github.com/apache/superset/blob/master/scripts/build_docker.py).
-:::
-
 Let's also make sure we have the latest version of `pip` and `setuptools`:
 
 ```bash
@@ -134,21 +130,22 @@ First, start by installing `apache-superset`:
 pip install apache-superset
 ```
 
+Then, define mandatory configurations, SECRET_KEY and FLASK_APP:
+```bash
+export SUPERSET_SECRET_KEY=YOUR-SECRET-KEY
+export FLASK_APP=superset
+```
+
 Then, you need to initialize the database:
 
 ```bash
 superset db upgrade
 ```
 
-:::tip
-Note that some configuration is mandatory for production instances of Superset. In particular, Superset will not start without a user-specified value of SECRET_KEY. Please see [Configuring Superset](/docs/configuration/configuring-superset).
-:::
-
 Finish installing by running through the following commands:
 
 ```bash
 # Create an admin user in your metadata database (use `admin` as username to be able to load the examples)
-export FLASK_APP=superset
 superset fab create-admin
 
 # Load some data to play with

docs/docs/quickstart.mdx

@@ -31,6 +31,9 @@ $ git clone https://github.com/apache/superset
 # Enter the repository you just cloned
 $ cd superset
 
+# Set the repo to the state associated with the latest official version
+$ git checkout tags/4.1.1
+
 # Fire up Superset using Docker Compose
 $ docker compose -f docker-compose-image-tag.yml up
 ```