fix(chart): keep query-context updates bound to the chart's datasource

On the query-context-only update path UpdateChartCommand intentionally
skips the ownership check so report and alert workers can refresh a
chart's cached payload. Validate that the submitted query context still
targets the chart's own datasource (id and type) before saving, so a
cached payload cannot be repointed at an unrelated datasource. Payloads
without a parseable datasource fall back to the chart's datasource at
execution time and are left unchanged.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>

.asf.yaml

@@ -77,23 +77,17 @@ github:
         # combination here.
         contexts:
           - lint-check
-          - cypress-matrix (0, chrome)
-          - cypress-matrix (1, chrome)
-          - cypress-matrix (2, chrome)
-          - cypress-matrix (3, chrome)
-          - cypress-matrix (4, chrome)
-          - cypress-matrix (5, chrome)
+          - cypress-matrix-required
           - dependency-review
           - frontend-build
-          - playwright-tests (chromium)
+          - playwright-tests-required
           - pre-commit (current)
-          - pre-commit (previous)
           - test-mysql
-          - test-postgres (current)
+          - test-postgres-required
           - test-postgres-hive
           - test-postgres-presto
           - test-sqlite
-          - unit-tests (current)
+          - unit-tests-required
 
       required_pull_request_reviews:
         dismiss_stale_reviews: false

.github/dependabot.yml

@@ -14,12 +14,6 @@ updates:
 
   - package-ecosystem: "npm"
     ignore:
-      # TODO: remove below entries until React >= 18.0.0
-      - dependency-name: "storybook"
-        update-types: ["version-update:semver-major", "version-update:semver-minor"]
-      - dependency-name: "@storybook*"
-        update-types: ["version-update:semver-major", "version-update:semver-minor"]
-      - dependency-name: "eslint-plugin-storybook"
       - dependency-name: "react-error-boundary"
       - dependency-name: "@rjsf/*"
       # remark-gfm v4+ requires react-markdown v9+, which needs React 18
@@ -42,14 +36,6 @@ updates:
       # and confirm the issue https://github.com/apache/superset/issues/39600 is fixed
       - dependency-name: "react-checkbox-tree"
         update-types: ["version-update:semver-major"]
-    groups:
-      storybook:
-        applies-to: version-updates
-        patterns:
-          - "@storybook*"
-          - "storybook"
-        update-types:
-          - "patch"
     directory: "/superset-frontend/"
     schedule:
       interval: "daily"
@@ -90,21 +76,7 @@ updates:
   - package-ecosystem: "npm"
     directory: "/docs/"
     ignore:
-      # TODO: remove below entries until React >= 18.0.0 in superset-frontend
-      - dependency-name: "storybook"
-        update-types: ["version-update:semver-major", "version-update:semver-minor"]
-      - dependency-name: "@storybook*"
-        update-types: ["version-update:semver-major", "version-update:semver-minor"]
-      - dependency-name: "eslint-plugin-storybook"
       - dependency-name: "react-error-boundary"
-    groups:
-      storybook:
-        applies-to: version-updates
-        patterns:
-          - "@storybook*"
-          - "storybook"
-        update-types:
-          - "patch"
     schedule:
       interval: "daily"
     open-pull-requests-limit: 10

.github/workflows/bashlib.sh

@@ -20,10 +20,6 @@ set -e
 GITHUB_WORKSPACE=${GITHUB_WORKSPACE:-.}
 ASSETS_MANIFEST="$GITHUB_WORKSPACE/superset/static/assets/manifest.json"
 
-# Rounded job start time, used to create a unique Cypress build id for
-# parallelization so we can manually rerun a job after 20 minutes
-NONCE=$(echo "$(date "+%Y%m%d%H%M") - ($(date +%M)%20)" | bc)
-
 # Echo only when not in parallel mode
 say() {
   if [[ $(echo "$INPUT_PARALLEL" | tr '[:lower:]' '[:upper:]') != 'TRUE' ]]; then

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

@@ -30,9 +30,8 @@ jobs:
       pull-requests: write
       checks: write
     steps:
-
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
         with:
           persist-credentials: true
           ref: master

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

@@ -22,7 +22,7 @@ jobs:
     runs-on: ubuntu-22.04
     steps:
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
         with:
           persist-credentials: false
           submodules: recursive
@@ -38,6 +38,19 @@ jobs:
         if: steps.check.outputs.python
         uses: ./.github/actions/setup-backend/
 
+      # Authenticate the Docker daemon so the python:slim pull in
+      # uv-pip-compile.sh uses our (much higher) authenticated rate limit
+      # instead of the shared-runner anonymous one. Best-effort: on fork PRs the
+      # secrets are unavailable, so this no-ops and the pull falls back to
+      # anonymous (covered by the retry loop in the script).
+      - name: Login to Docker Hub
+        if: steps.check.outputs.python
+        continue-on-error: true
+        uses: docker/login-action@650006c6eb7dba73a995cc03b0b2d7f5ca915bee # v4.2.0
+        with:
+          username: ${{ secrets.DOCKERHUB_USER }}
+          password: ${{ secrets.DOCKERHUB_TOKEN }}
+
       - name: Run uv
         if: steps.check.outputs.python
         run: ./scripts/uv-pip-compile.sh

.github/workflows/check_db_migration_confict.yml

@@ -25,7 +25,7 @@ jobs:
       pull-requests: write
     steps:
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
         with:
           persist-credentials: false
       - name: Check and notify

.github/workflows/claude.yml

@@ -75,14 +75,14 @@ jobs:
       issues: write
       id-token: write
     steps:
-    - name: Checkout repository
-      uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
-      with:
-        persist-credentials: false
-        fetch-depth: 1
+      - name: Checkout repository
+        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
+        with:
+          persist-credentials: false
+          fetch-depth: 1
 
-    - name: Run Claude PR Action
-      uses: anthropics/claude-code-action@5fb899572b81d2bb648d4d187173a2f423a9677c # beta
-      with:
-        anthropic_api_key: ${{ secrets.ANTHROPIC_API_KEY }}
-        timeout_minutes: "60"
+      - name: Run Claude PR Action
+        uses: anthropics/claude-code-action@5fb899572b81d2bb648d4d187173a2f423a9677c # beta
+        with:
+          anthropic_api_key: ${{ secrets.ANTHROPIC_API_KEY }}
+          timeout_minutes: "60"

.github/workflows/codeql-analysis.yml

@@ -15,9 +15,35 @@ concurrency:
   cancel-in-progress: true
 
 jobs:
+  changes:
+    runs-on: ubuntu-24.04
+    timeout-minutes: 10
+    permissions:
+      contents: read
+      pull-requests: read
+    outputs:
+      python: ${{ steps.check.outputs.python }}
+      frontend: ${{ steps.check.outputs.frontend }}
+    steps:
+      - name: Checkout
+        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
+        with:
+          persist-credentials: false
+      - name: Check for file changes
+        id: check
+        uses: ./.github/actions/change-detector/
+        with:
+          token: ${{ secrets.GITHUB_TOKEN }}
+
   analyze:
     name: Analyze
+    needs: changes
+    # Skip on PRs that touch neither code group (e.g. docs-only) so the
+    # analysis runners don't spin up. push/schedule runs always proceed:
+    # the change-detector returns "all changed" for non-PR events.
+    if: needs.changes.outputs.python == 'true' || needs.changes.outputs.frontend == 'true'
     runs-on: ubuntu-24.04
+    timeout-minutes: 30
     permissions:
       actions: read
       contents: read
@@ -31,19 +57,13 @@ jobs:
 
     steps:
       - name: Checkout repository
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
         with:
           persist-credentials: false
 
-      - name: Check for file changes
-        id: check
-        uses: ./.github/actions/change-detector/
-        with:
-          token: ${{ secrets.GITHUB_TOKEN }}
-
       # Initializes the CodeQL tools for scanning.
       - name: Initialize CodeQL
-        uses: github/codeql-action/init@7211b7c8077ea37d8641b6271f6a365a22a5fbfa # v4
+        uses: github/codeql-action/init@87557b9c84dde89fdd9b10e88954ac2f4248e463 # v4
         with:
           languages: ${{ matrix.language }}
           # If you wish to specify custom queries, you can do so here or in a config file.
@@ -54,7 +74,6 @@ jobs:
           # queries: security-extended,security-and-quality
 
       - name: Perform CodeQL Analysis
-        if: steps.check.outputs.python || steps.check.outputs.frontend
-        uses: github/codeql-action/analyze@7211b7c8077ea37d8641b6271f6a365a22a5fbfa # v4
+        uses: github/codeql-action/analyze@87557b9c84dde89fdd9b10e88954ac2f4248e463 # v4
         with:
           category: "/language:${{matrix.language}}"

.github/workflows/dependency-review.yml

@@ -27,7 +27,7 @@ jobs:
     runs-on: ubuntu-24.04
     steps:
       - name: "Checkout Repository"
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
         with:
           persist-credentials: false
       - name: "Dependency Review"
@@ -51,7 +51,7 @@ jobs:
     runs-on: ubuntu-22.04
     steps:
       - name: "Checkout Repository"
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
         with:
           persist-credentials: false
 

.github/workflows/docker.yml

@@ -18,9 +18,30 @@ concurrency:
   cancel-in-progress: true
 
 jobs:
+  changes:
+    runs-on: ubuntu-24.04
+    timeout-minutes: 10
+    permissions:
+      contents: read
+      pull-requests: read
+    outputs:
+      python: ${{ steps.check.outputs.python }}
+      frontend: ${{ steps.check.outputs.frontend }}
+      docker: ${{ steps.check.outputs.docker }}
+    steps:
+      - name: Checkout
+        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
+        with:
+          persist-credentials: false
+      - name: Check for file changes
+        id: check
+        uses: ./.github/actions/change-detector/
+        with:
+          token: ${{ secrets.GITHUB_TOKEN }}
 
   setup_matrix:
     runs-on: ubuntu-24.04
+    timeout-minutes: 5
     outputs:
       matrix_config: ${{ steps.set_matrix.outputs.matrix_config }}
     steps:
@@ -32,8 +53,13 @@ jobs:
 
   docker-build:
     name: docker-build
-    needs: setup_matrix
+    needs: [setup_matrix, changes]
+    if: >-
+      needs.changes.outputs.python == 'true' ||
+      needs.changes.outputs.frontend == 'true' ||
+      needs.changes.outputs.docker == 'true'
     runs-on: ubuntu-24.04
+    timeout-minutes: 60
     strategy:
       matrix:
         build_preset: ${{fromJson(needs.setup_matrix.outputs.matrix_config)}}
@@ -44,20 +70,12 @@ jobs:
       IMAGE_TAG: apache/superset:GHA-${{ matrix.build_preset }}-${{ github.run_id }}
 
     steps:
-
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
         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.python || steps.check.outputs.frontend || steps.check.outputs.docker
         uses: ./.github/actions/setup-docker
         with:
           dockerhub-user: ${{ secrets.DOCKERHUB_USER }}
@@ -65,11 +83,9 @@ jobs:
           build: "true"
 
       - name: Setup supersetbot
-        if: steps.check.outputs.python || steps.check.outputs.frontend || steps.check.outputs.docker
         uses: ./.github/actions/setup-supersetbot/
 
       - name: Build Docker Image
-        if: steps.check.outputs.python || steps.check.outputs.frontend || steps.check.outputs.docker
         shell: bash
         env:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
@@ -95,7 +111,7 @@ jobs:
 
       # 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)
+        if: github.event_name == 'push'
         run: |
           for i in 1 2 3; do
             docker pull $IMAGE_TAG && break
@@ -103,7 +119,6 @@ jobs:
           done
 
       - 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"
@@ -111,7 +126,7 @@ jobs:
           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'
+        if: matrix.build_preset == 'dev'
         shell: bash
         env:
           BUILD_PRESET: ${{ matrix.build_preset }}
@@ -124,20 +139,16 @@ jobs:
   docker-compose-image-tag:
     # Run this job only on pushes to master (not for PRs)
     # goal is to check that building the latest image works, not required for all PR pushes
-    if: github.event_name == 'push' && github.ref == 'refs/heads/master'
+    needs: changes
+    if: github.event_name == 'push' && github.ref == 'refs/heads/master' && needs.changes.outputs.docker == 'true'
     runs-on: ubuntu-24.04
+    timeout-minutes: 30
     steps:
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
         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 }}
@@ -145,7 +156,6 @@ jobs:
           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

@@ -33,13 +33,13 @@ jobs:
       run:
         working-directory: superset-embedded-sdk
     steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
         with:
           persist-credentials: false
       - uses: actions/setup-node@48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e # v6
         with:
-          node-version-file: './superset-embedded-sdk/.nvmrc'
-          registry-url: 'https://registry.npmjs.org'
+          node-version-file: "./superset-embedded-sdk/.nvmrc"
+          registry-url: "https://registry.npmjs.org"
       - run: npm ci
       - run: npm run ci:release
         env:

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

@@ -21,13 +21,13 @@ jobs:
       run:
         working-directory: superset-embedded-sdk
     steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
         with:
           persist-credentials: false
       - uses: actions/setup-node@48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e # v6
         with:
-          node-version-file: './superset-embedded-sdk/.nvmrc'
-          registry-url: 'https://registry.npmjs.org'
+          node-version-file: "./superset-embedded-sdk/.nvmrc"
+          registry-url: "https://registry.npmjs.org"
       - run: npm ci
       - run: npm test
       - run: npm run build

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

@@ -32,7 +32,7 @@ jobs:
     runs-on: ubuntu-24.04
     steps:
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
         with:
           persist-credentials: false
           submodules: recursive

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

@@ -12,8 +12,12 @@ on:
 permissions:
   contents: read
 
-jobs:
+# cancel previous workflow jobs for PRs
+concurrency:
+  group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.run_id }}
+  cancel-in-progress: true
 
+jobs:
   validate-all-ghas:
     runs-on: ubuntu-24.04
     permissions:
@@ -23,14 +27,14 @@ jobs:
       security-events: write
     steps:
       - name: Checkout Repository
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
+        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
         with:
           persist-credentials: false
 
       - name: Set up Node.js
         uses: actions/setup-node@48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e # v6.4.0
         with:
-          node-version: '20'
+          node-version: "20"
 
       - name: Install Dependencies
         run: npm install -g @action-validator/core @action-validator/cli --save-dev

.github/workflows/issue_creation.yml

@@ -15,9 +15,8 @@ jobs:
       pull-requests: write
       issues: write
     steps:
-
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
         with:
           persist-credentials: false
 

.github/workflows/labeler.yml

@@ -2,6 +2,11 @@ name: "Pull Request Labeler"
 on:
 - pull_request_target
 
+# cancel previous workflow jobs for PRs
+concurrency:
+  group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.run_id }}
+  cancel-in-progress: true
+
 jobs:
   labeler:
     permissions:

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

@@ -11,29 +11,29 @@ jobs:
       contents: write
 
     steps:
-    - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
-      uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
-      with:
-        persist-credentials: false
-        submodules: recursive
+      - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
+        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
+        with:
+          persist-credentials: false
+          submodules: recursive
 
-    - name: Check for latest tag
-      id: latest-tag
-      env:
-        RELEASE_TAG_NAME: ${{ github.event.release.tag_name }}
-      run: |
-        source ./scripts/tag_latest_release.sh "$RELEASE_TAG_NAME" --dry-run
+      - name: Check for latest tag
+        id: latest-tag
+        env:
+          RELEASE_TAG_NAME: ${{ github.event.release.tag_name }}
+        run: |
+          source ./scripts/tag_latest_release.sh "$RELEASE_TAG_NAME" --dry-run
 
-    - name: Configure Git
-      run: |
-        git config user.name "$GITHUB_ACTOR"
-        git config user.email "$GITHUB_ACTOR@users.noreply.github.com"
+      - name: Configure Git
+        run: |
+          git config user.name "$GITHUB_ACTOR"
+          git config user.email "$GITHUB_ACTOR@users.noreply.github.com"
 
-    - name: Run latest-tag
-      uses: ./.github/actions/latest-tag
-      if: steps.latest-tag.outputs.SKIP_TAG != 'true'
-      with:
-        description: Superset latest release
-        tag-name: latest
-      env:
-        GITHUB_TOKEN: ${{ github.token }}
+      - name: Run latest-tag
+        uses: ./.github/actions/latest-tag
+        if: steps.latest-tag.outputs.SKIP_TAG != 'true'
+        with:
+          description: Superset latest release
+          tag-name: latest
+        env:
+          GITHUB_TOKEN: ${{ github.token }}

.github/workflows/license-check.yml

@@ -18,14 +18,14 @@ jobs:
     runs-on: ubuntu-24.04
     steps:
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
         with:
           persist-credentials: false
           submodules: recursive
       - name: Setup Java
         uses: actions/setup-java@be666c2fcd27ec809703dec50e508c2fdc7f6654 # v5
         with:
-          distribution: 'temurin'
-          java-version: '11'
+          distribution: "temurin"
+          java-version: "11"
       - name: Run license check
         run: ./scripts/check_license.sh

.github/workflows/pr-lint.yml

@@ -8,6 +8,11 @@ on:
     # Possible values: https://help.github.com/en/actions/reference/events-that-trigger-workflows#pull-request-event-pull_request
     types: [opened, edited, reopened, synchronize]
 
+# cancel previous workflow jobs for PRs
+concurrency:
+  group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.run_id }}
+  cancel-in-progress: true
+
 jobs:
   lint-check:
     runs-on: ubuntu-24.04
@@ -16,7 +21,7 @@ jobs:
       pull-requests: write
     steps:
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
         with:
           persist-credentials: false
           submodules: recursive
@@ -26,6 +31,5 @@ jobs:
           on-failed-regex-fail-action: true
           on-failed-regex-request-changes: false
           on-failed-regex-create-review: false
-          on-failed-regex-comment:
-            "Please format your PR title to match: `%regex%`!"
+          on-failed-regex-comment: "Please format your PR title to match: `%regex%`!"
           repo-token: "${{ github.token }}"

.github/workflows/pre-commit.yml

@@ -19,12 +19,16 @@ concurrency:
 jobs:
   pre-commit:
     runs-on: ubuntu-24.04
+    timeout-minutes: 20
     strategy:
       matrix:
-        python-version: ["current", "previous", "next"]
+        # Run the full version spread on push (master/release) and nightly,
+        # but only the current version on PRs — lint/format/type results
+        # rarely differ across patch versions, so 3x per PR is wasteful.
+        python-version: ${{ github.event_name == 'pull_request' && fromJSON('["current"]') || fromJSON('["current", "previous", "next"]') }}
     steps:
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
         with:
           persist-credentials: false
           submodules: recursive
@@ -44,7 +48,9 @@ jobs:
       - name: Setup Node.js
         uses: actions/setup-node@48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e # v6
         with:
-          node-version: '20'
+          node-version: "20"
+          cache: "npm"
+          cache-dependency-path: "superset-frontend/package-lock.json"
 
       - name: Install Frontend Dependencies
         run: |
@@ -68,7 +74,7 @@ jobs:
         id: changed_files
         uses: ./.github/actions/file-changes-action
         with:
-          output: ' '
+          output: " "
 
       - name: pre-commit
         env:

.github/workflows/release.yml

@@ -33,7 +33,7 @@ jobs:
     permissions:
       contents: write
     steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
         with:
           persist-credentials: false
           # pulls all commits (needed for lerna / semantic release to correctly version)
@@ -52,7 +52,7 @@ jobs:
         if: env.HAS_TAGS
         uses: actions/setup-node@48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e # v6
         with:
-          node-version-file: './superset-frontend/.nvmrc'
+          node-version-file: "./superset-frontend/.nvmrc"
 
       - name: Cache npm
         if: env.HAS_TAGS

.github/workflows/showtime-trigger.yml

@@ -10,11 +10,11 @@ on:
   workflow_dispatch:
     inputs:
       pr_number:
-        description: 'PR number to sync'
+        description: "PR number to sync"
         required: true
         type: number
       sha:
-        description: 'Specific SHA to deploy (optional, defaults to latest)'
+        description: "Specific SHA to deploy (optional, defaults to latest)"
         required: false
         type: string
 
@@ -152,7 +152,7 @@ jobs:
 
       - name: Checkout PR code (only if build needed)
         if: steps.auth.outputs.authorized == 'true' && steps.check.outputs.build_needed == 'true'
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
         with:
           ref: ${{ steps.check.outputs.target_sha }}
           persist-credentials: false

.github/workflows/superset-app-cli.yml

@@ -41,7 +41,7 @@ jobs:
           - 16379:6379
     steps:
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
         with:
           persist-credentials: false
           submodules: recursive

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

@@ -60,7 +60,7 @@ jobs:
     runs-on: ubuntu-24.04
     steps:
       - name: "Checkout ${{ github.event.workflow_run.head_sha || github.sha }}"
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
         with:
           ref: ${{ github.event.workflow_run.head_sha || github.sha }}
           persist-credentials: false
@@ -68,13 +68,13 @@ jobs:
       - name: Set up Node.js
         uses: actions/setup-node@48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e # v6
         with:
-          node-version-file: './docs/.nvmrc'
+          node-version-file: "./docs/.nvmrc"
       - name: Setup Python
         uses: ./.github/actions/setup-backend/
       - uses: actions/setup-java@be666c2fcd27ec809703dec50e508c2fdc7f6654 # v5
         with:
-          distribution: 'zulu'
-          java-version: '21'
+          distribution: "zulu"
+          java-version: "21"
       - name: Install Graphviz
         run: sudo apt-get install -y graphviz
       - name: Compute Entity Relationship diagram (ERD)

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

@@ -28,12 +28,12 @@ jobs:
     name: Link Checking
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
         with:
           persist-credentials: false
       # Do not bump this linkinator-action version without opening
       # an ASF Infra ticket to allow the new version first!
-      - uses: JustinBeckwith/linkinator-action@af984b9f30f63e796ae2ea5be5e07cb587f1bbd9  # v2.3
+      - uses: JustinBeckwith/linkinator-action@af984b9f30f63e796ae2ea5be5e07cb587f1bbd9 # v2.3
         continue-on-error: true # This will make the job advisory (non-blocking, no red X)
         with:
           paths: "**/*.md, **/*.mdx"
@@ -73,14 +73,14 @@ jobs:
         working-directory: docs
     steps:
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
         with:
           persist-credentials: false
           submodules: recursive
       - name: Set up Node.js
         uses: actions/setup-node@48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e # v6
         with:
-          node-version-file: './docs/.nvmrc'
+          node-version-file: "./docs/.nvmrc"
       - name: yarn install
         run: |
           yarn install --check-cache
@@ -112,7 +112,7 @@ jobs:
         working-directory: docs
     steps:
       - name: "Checkout PR head: ${{ github.event.workflow_run.head_sha }}"
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
         with:
           ref: ${{ github.event.workflow_run.head_sha }}
           persist-credentials: false
@@ -120,7 +120,7 @@ jobs:
       - name: Set up Node.js
         uses: actions/setup-node@48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e # v6
         with:
-          node-version-file: './docs/.nvmrc'
+          node-version-file: "./docs/.nvmrc"
       - name: yarn install
         run: |
           yarn install --check-cache
@@ -131,7 +131,7 @@ jobs:
           run_id: ${{ github.event.workflow_run.id }}
           name: database-diagnostics
           path: docs/src/data/
-          if_no_artifact_found: 'warning'
+          if_no_artifact_found: "warning"
       - name: Use fresh diagnostics
         run: |
           if [ -f "src/data/databases-diagnostics.json" ]; then

.github/workflows/superset-e2e.yml

@@ -10,26 +10,49 @@ on:
   workflow_dispatch:
     inputs:
       use_dashboard:
-        description: 'Use Cypress Dashboard (true/false) [paid service - trigger manually when needed]. You MUST provide a branch and/or PR number below for this to work.'
+        description: "Use Cypress Dashboard (true/false) [paid service - trigger manually when needed]. You MUST provide a branch and/or PR number below for this to work."
         required: false
-        default: 'false'
+        default: "false"
       ref:
-        description: 'The branch or tag to checkout'
+        description: "The branch or tag to checkout"
         required: false
-        default: ''
+        default: ""
       pr_id:
-        description: 'The pull request ID to checkout'
+        description: "The pull request ID to checkout"
         required: false
-        default: ''
+        default: ""
 
 concurrency:
   group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.run_id }}
   cancel-in-progress: true
 
 jobs:
+  changes:
+    runs-on: ubuntu-24.04
+    timeout-minutes: 10
+    permissions:
+      contents: read
+      pull-requests: read
+    outputs:
+      python: ${{ steps.check.outputs.python }}
+      frontend: ${{ steps.check.outputs.frontend }}
+    steps:
+      - name: Checkout
+        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
+        with:
+          persist-credentials: false
+      - name: Check for file changes
+        id: check
+        uses: ./.github/actions/change-detector/
+        with:
+          token: ${{ secrets.GITHUB_TOKEN }}
+
   cypress-matrix:
+    needs: changes
+    if: needs.changes.outputs.python == 'true' || needs.changes.outputs.frontend == 'true'
     # Somehow one test flakes on 24.04 for unknown reasons, this is the only GHA left on 22.04
     runs-on: ubuntu-22.04
+    timeout-minutes: 30
     permissions:
       contents: read
       pull-requests: read
@@ -40,9 +63,14 @@ jobs:
       # https://github.com/cypress-io/github-action/issues/48
       fail-fast: false
       matrix:
-        parallel_id: [0, 1, 2, 3, 4, 5]
+        parallel_id: [0, 1]
         browser: ["chrome"]
         app_root: ${{ github.event_name == 'push' && fromJSON('["", "/app/prefix"]') || fromJSON('[""]') }}
+        # The /app/prefix variant (push events only) is smoke-tested on a single
+        # shard rather than the full matrix, so exclude it from the other shards.
+        exclude:
+          - parallel_id: 1
+            app_root: "/app/prefix"
     env:
       SUPERSET_ENV: development
       SUPERSET_CONFIG: tests.integration_tests.superset_test_config
@@ -69,71 +97,60 @@ jobs:
       # Conditional checkout based on context
       - name: Checkout for push or pull_request event
         if: github.event_name == 'push' || github.event_name == 'pull_request'
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
         with:
           persist-credentials: false
           submodules: recursive
           ref: ${{ github.event_name == 'pull_request' && github.event.pull_request.head.sha || github.sha }}
       - name: Checkout using ref (workflow_dispatch)
         if: github.event_name == 'workflow_dispatch' && github.event.inputs.ref != ''
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
         with:
           persist-credentials: false
           ref: ${{ github.event.inputs.ref }}
           submodules: recursive
       - name: Checkout using PR ID (workflow_dispatch)
         if: github.event_name == 'workflow_dispatch' && github.event.inputs.pr_id != ''
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
         with:
           persist-credentials: false
           ref: refs/pull/${{ github.event.inputs.pr_id }}/merge
           submodules: recursive
       # -------------------------------------------------------
-      - name: Check for file changes
-        id: check
-        uses: ./.github/actions/change-detector/
-        with:
-          token: ${{ secrets.GITHUB_TOKEN }}
       - name: Setup Python
         uses: ./.github/actions/setup-backend/
-        if: steps.check.outputs.python || steps.check.outputs.frontend
       - name: Setup postgres
-        if: steps.check.outputs.python || steps.check.outputs.frontend
         uses: ./.github/actions/cached-dependencies
         with:
           run: setup-postgres
       - name: Import test data
-        if: steps.check.outputs.python || steps.check.outputs.frontend
         uses: ./.github/actions/cached-dependencies
         with:
           run: testdata
       - name: Setup Node.js
-        if: steps.check.outputs.python || steps.check.outputs.frontend
         uses: actions/setup-node@48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e # v6
         with:
-          node-version-file: './superset-frontend/.nvmrc'
+          node-version-file: "./superset-frontend/.nvmrc"
+          cache: "npm"
+          cache-dependency-path: "superset-frontend/package-lock.json"
       - name: Install npm dependencies
-        if: steps.check.outputs.python || steps.check.outputs.frontend
         uses: ./.github/actions/cached-dependencies
         with:
           run: npm-install
       - name: Build javascript packages
-        if: steps.check.outputs.python || steps.check.outputs.frontend
         uses: ./.github/actions/cached-dependencies
         with:
           run: build-instrumented-assets
       - name: Install cypress
-        if: steps.check.outputs.python || steps.check.outputs.frontend
         uses: ./.github/actions/cached-dependencies
         with:
           run: cypress-install
       - name: Run Cypress
-        if: steps.check.outputs.python || steps.check.outputs.frontend
         uses: ./.github/actions/cached-dependencies
         env:
           CYPRESS_BROWSER: ${{ matrix.browser }}
           PARALLEL_ID: ${{ matrix.parallel_id }}
-          PARALLELISM: 6
+          PARALLELISM: 2
           CYPRESS_RECORD_KEY: ${{ secrets.CYPRESS_RECORD_KEY }}
           NODE_OPTIONS: "--max-old-space-size=4096"
         with:
@@ -154,7 +171,10 @@ jobs:
           name: cypress-artifact-${{ github.run_id }}-${{ github.job }}-${{ matrix.browser }}-${{ matrix.parallel_id }}--${{ steps.set-safe-app-root.outputs.safe_app_root }}
 
   playwright-tests:
+    needs: changes
+    if: needs.changes.outputs.python == 'true' || needs.changes.outputs.frontend == 'true'
     runs-on: ubuntu-22.04
+    timeout-minutes: 30
     permissions:
       contents: read
       pull-requests: read
@@ -187,71 +207,59 @@ jobs:
       # Conditional checkout based on context (same as Cypress workflow)
       - name: Checkout for push or pull_request event
         if: github.event_name == 'push' || github.event_name == 'pull_request'
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
         with:
           persist-credentials: false
           submodules: recursive
           ref: ${{ github.event_name == 'pull_request' && github.event.pull_request.head.sha || github.sha }}
       - name: Checkout using ref (workflow_dispatch)
         if: github.event_name == 'workflow_dispatch' && github.event.inputs.ref != ''
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
         with:
           persist-credentials: false
           ref: ${{ github.event.inputs.ref }}
           submodules: recursive
       - name: Checkout using PR ID (workflow_dispatch)
         if: github.event_name == 'workflow_dispatch' && github.event.inputs.pr_id != ''
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
         with:
           persist-credentials: false
           ref: refs/pull/${{ github.event.inputs.pr_id }}/merge
           submodules: recursive
       # -------------------------------------------------------
-      - name: Check for file changes
-        id: check
-        uses: ./.github/actions/change-detector/
-        with:
-          token: ${{ secrets.GITHUB_TOKEN }}
       - name: Setup Python
         uses: ./.github/actions/setup-backend/
-        if: steps.check.outputs.python || steps.check.outputs.frontend
       - name: Setup postgres
-        if: steps.check.outputs.python || steps.check.outputs.frontend
         uses: ./.github/actions/cached-dependencies
         with:
           run: setup-postgres
       - name: Import test data
-        if: steps.check.outputs.python || steps.check.outputs.frontend
         uses: ./.github/actions/cached-dependencies
         with:
           run: playwright_testdata
       - name: Setup Node.js
-        if: steps.check.outputs.python || steps.check.outputs.frontend
         uses: actions/setup-node@48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e # v6
         with:
-          node-version-file: './superset-frontend/.nvmrc'
+          node-version-file: "./superset-frontend/.nvmrc"
+          cache: "npm"
+          cache-dependency-path: "superset-frontend/package-lock.json"
       - name: Install npm dependencies
-        if: steps.check.outputs.python || steps.check.outputs.frontend
         uses: ./.github/actions/cached-dependencies
         with:
           run: npm-install
       - name: Build javascript packages
-        if: steps.check.outputs.python || steps.check.outputs.frontend
         uses: ./.github/actions/cached-dependencies
         with:
           run: build-instrumented-assets
       - name: Build embedded SDK
-        if: steps.check.outputs.python || steps.check.outputs.frontend
         uses: ./.github/actions/cached-dependencies
         with:
           run: build-embedded-sdk
       - name: Install Playwright
-        if: steps.check.outputs.python || steps.check.outputs.frontend
         uses: ./.github/actions/cached-dependencies
         with:
           run: playwright-install
       - name: Run Playwright (Required Tests)
-        if: steps.check.outputs.python || steps.check.outputs.frontend
         uses: ./.github/actions/cached-dependencies
         env:
           NODE_OPTIONS: "--max-old-space-size=4096"
@@ -273,3 +281,63 @@ jobs:
             ${{ github.workspace }}/superset-frontend/playwright-results/
             ${{ github.workspace }}/superset-frontend/test-results/
           name: playwright-artifact-${{ github.run_id }}-${{ github.job }}-${{ matrix.browser }}--${{ steps.set-safe-app-root.outputs.safe_app_root }}
+
+  # Stable required-status-check anchors. cypress-matrix and playwright-tests
+  # are matrix jobs gated on change detection (python || frontend). On a PR
+  # that touches neither — e.g. a docs-only PR — they are skipped at the job
+  # level, which happens before matrix expansion, so the per-combination
+  # contexts (`cypress-matrix (0, chrome)`, `playwright-tests (chromium)`) are
+  # never produced and branch protection waits on them forever. These
+  # always-running jobs report a single stable context that passes when the
+  # underlying matrix job succeeded or was skipped, and fails only on a real
+  # failure. Require these in .asf.yaml instead of the matrix-expanded names.
+  #
+  # A matrix job reads as "skipped" in two distinct cases, and only the first
+  # is a legitimate pass: (a) change detection succeeded and gated the job off
+  # (docs-only PR); (b) the `changes` job itself failed or was cancelled, in
+  # which case GHA skips its dependents too. Accepting (b) would let a broken
+  # change-detector report a false green, so each anchor first requires
+  # `changes` to have succeeded before honouring a skip.
+  cypress-matrix-required:
+    needs: [changes, cypress-matrix]
+    if: always()
+    runs-on: ubuntu-24.04
+    timeout-minutes: 5
+    permissions: {}
+    steps:
+      - name: Check cypress-matrix result
+        env:
+          CHANGES: ${{ needs.changes.result }}
+          RESULT: ${{ needs.cypress-matrix.result }}
+        run: |
+          if [ "$CHANGES" != "success" ]; then
+            echo "change detection did not succeed (result: $CHANGES); refusing to pass on a skipped matrix"
+            exit 1
+          fi
+          if [ "$RESULT" != "success" ] && [ "$RESULT" != "skipped" ]; then
+            echo "cypress-matrix did not pass (result: $RESULT)"
+            exit 1
+          fi
+          echo "cypress-matrix result: $RESULT (changes: $CHANGES)"
+
+  playwright-tests-required:
+    needs: [changes, playwright-tests]
+    if: always()
+    runs-on: ubuntu-24.04
+    timeout-minutes: 5
+    permissions: {}
+    steps:
+      - name: Check playwright-tests result
+        env:
+          CHANGES: ${{ needs.changes.result }}
+          RESULT: ${{ needs.playwright-tests.result }}
+        run: |
+          if [ "$CHANGES" != "success" ]; then
+            echo "change detection did not succeed (result: $CHANGES); refusing to pass on a skipped matrix"
+            exit 1
+          fi
+          if [ "$RESULT" != "success" ] && [ "$RESULT" != "skipped" ]; then
+            echo "playwright-tests did not pass (result: $RESULT)"
+            exit 1
+          fi
+          echo "playwright-tests result: $RESULT (changes: $CHANGES)"

.github/workflows/superset-extensions-cli.yml

@@ -20,15 +20,18 @@ concurrency:
 jobs:
   test-superset-extensions-cli-package:
     runs-on: ubuntu-24.04
+    timeout-minutes: 30
     strategy:
       matrix:
-        python-version: ["previous", "current", "next"]
+        # Full version spread on push (master/release) + nightly; current only
+        # on PRs to cut runner cost (cross-version breaks are caught at merge).
+        python-version: ${{ github.event_name == 'pull_request' && fromJSON('["current"]') || fromJSON('["previous", "current", "next"]') }}
     defaults:
       run:
         working-directory: superset-extensions-cli
     steps:
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
         with:
           persist-credentials: false
           submodules: recursive

.github/workflows/superset-frontend.yml

@@ -22,11 +22,12 @@ permissions:
 jobs:
   frontend-build:
     runs-on: ubuntu-24.04
+    timeout-minutes: 30
     outputs:
       should-run: ${{ steps.check.outputs.frontend }}
     steps:
       - name: Checkout Code
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
         with:
           persist-credentials: false
           fetch-depth: 0
@@ -74,6 +75,7 @@ jobs:
         shard: [1, 2, 3, 4, 5, 6, 7, 8]
       fail-fast: false
     runs-on: ubuntu-24.04
+    timeout-minutes: 20
     steps:
       - name: Download Docker Image Artifact
         uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8
@@ -103,11 +105,12 @@ jobs:
     needs: [sharded-jest-tests]
     if: needs.frontend-build.outputs.should-run == 'true'
     runs-on: ubuntu-24.04
+    timeout-minutes: 15
     permissions:
       id-token: write
     steps:
       - name: Checkout Code
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
         with:
           persist-credentials: false
           fetch-depth: 0
@@ -144,6 +147,7 @@ jobs:
     needs: frontend-build
     if: needs.frontend-build.outputs.should-run == 'true'
     runs-on: ubuntu-24.04
+    timeout-minutes: 20
     steps:
       - name: Download Docker Image Artifact
         uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8
@@ -168,6 +172,7 @@ jobs:
     needs: frontend-build
     if: needs.frontend-build.outputs.should-run == 'true'
     runs-on: ubuntu-24.04
+    timeout-minutes: 20
     steps:
       - name: Download Docker Image Artifact
         uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8
@@ -187,6 +192,7 @@ jobs:
     needs: frontend-build
     if: needs.frontend-build.outputs.should-run == 'true'
     runs-on: ubuntu-24.04
+    timeout-minutes: 25
     steps:
       - name: Download Docker Image Artifact
         uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8

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

@@ -19,7 +19,7 @@ jobs:
     runs-on: ubuntu-24.04
     steps:
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
         with:
           persist-credentials: false
           submodules: recursive
@@ -33,7 +33,7 @@ jobs:
       - name: Setup Python
         uses: ./.github/actions/setup-backend/
         with:
-          install-superset: 'false'
+          install-superset: "false"
 
       - name: Set up chart-testing
         uses: ./.github/actions/chart-testing-action

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

@@ -29,7 +29,7 @@ jobs:
 
     steps:
       - name: Checkout code
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
         with:
           ref: ${{ inputs.ref || github.ref_name }}
           persist-credentials: true

.github/workflows/superset-playwright.yml

@@ -10,23 +10,46 @@ on:
   workflow_dispatch:
     inputs:
       ref:
-        description: 'The branch or tag to checkout'
+        description: "The branch or tag to checkout"
         required: false
-        default: ''
+        default: ""
       pr_id:
-        description: 'The pull request ID to checkout'
+        description: "The pull request ID to checkout"
         required: false
-        default: ''
+        default: ""
 
 concurrency:
   group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.run_id }}
   cancel-in-progress: true
 
 jobs:
+  changes:
+    runs-on: ubuntu-24.04
+    timeout-minutes: 10
+    permissions:
+      contents: read
+      pull-requests: read
+    outputs:
+      python: ${{ steps.check.outputs.python }}
+      frontend: ${{ steps.check.outputs.frontend }}
+    steps:
+      - name: Checkout
+        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
+        with:
+          persist-credentials: false
+      - name: Check for file changes
+        id: check
+        uses: ./.github/actions/change-detector/
+        with:
+          token: ${{ secrets.GITHUB_TOKEN }}
+
   # NOTE: Required Playwright tests are in superset-e2e.yml (E2E / playwright-tests)
   # This workflow contains only experimental tests that run in shadow mode
   playwright-tests-experimental:
+    needs: changes
+    if: needs.changes.outputs.python == 'true' || needs.changes.outputs.frontend == 'true'
     runs-on: ubuntu-22.04
+    timeout-minutes: 30
     continue-on-error: true
     permissions:
       contents: read
@@ -60,78 +83,65 @@ jobs:
       # Conditional checkout based on context (same as Cypress workflow)
       - name: Checkout for push or pull_request event
         if: github.event_name == 'push' || github.event_name == 'pull_request'
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
         with:
           persist-credentials: false
           submodules: recursive
           ref: ${{ github.event_name == 'pull_request' && github.event.pull_request.head.sha || github.sha }}
       - name: Checkout using ref (workflow_dispatch)
         if: github.event_name == 'workflow_dispatch' && github.event.inputs.ref != ''
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
         with:
           persist-credentials: false
           ref: ${{ github.event.inputs.ref }}
           submodules: recursive
       - name: Checkout using PR ID (workflow_dispatch)
         if: github.event_name == 'workflow_dispatch' && github.event.inputs.pr_id != ''
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
         with:
           persist-credentials: false
           ref: refs/pull/${{ github.event.inputs.pr_id }}/merge
           submodules: recursive
       # -------------------------------------------------------
-      - name: Check for file changes
-        id: check
-        uses: ./.github/actions/change-detector/
-        with:
-          token: ${{ secrets.GITHUB_TOKEN }}
       - name: Setup Python
         uses: ./.github/actions/setup-backend/
-        if: steps.check.outputs.python || steps.check.outputs.frontend
       - name: Setup postgres
-        if: steps.check.outputs.python || steps.check.outputs.frontend
         uses: ./.github/actions/cached-dependencies
         with:
           run: setup-postgres
       - name: Import test data
-        if: steps.check.outputs.python || steps.check.outputs.frontend
         uses: ./.github/actions/cached-dependencies
         with:
           run: playwright_testdata
       - name: Setup Node.js
-        if: steps.check.outputs.python || steps.check.outputs.frontend
         uses: actions/setup-node@48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e # v6
         with:
-          node-version-file: './superset-frontend/.nvmrc'
+          node-version-file: "./superset-frontend/.nvmrc"
+          cache: "npm"
+          cache-dependency-path: "superset-frontend/package-lock.json"
       - name: Install npm dependencies
-        if: steps.check.outputs.python || steps.check.outputs.frontend
         uses: ./.github/actions/cached-dependencies
         with:
           run: npm-install
       - name: Build javascript packages
-        if: steps.check.outputs.python || steps.check.outputs.frontend
         uses: ./.github/actions/cached-dependencies
         with:
           run: build-instrumented-assets
       - name: Build embedded SDK
-        if: steps.check.outputs.python || steps.check.outputs.frontend
         uses: ./.github/actions/cached-dependencies
         with:
           run: build-embedded-sdk
       - name: Install Playwright
-        if: steps.check.outputs.python || steps.check.outputs.frontend
         uses: ./.github/actions/cached-dependencies
         with:
           run: playwright-install
       - name: Run Playwright (Experimental Tests)
-        if: steps.check.outputs.python || steps.check.outputs.frontend
         uses: ./.github/actions/cached-dependencies
         env:
           NODE_OPTIONS: "--max-old-space-size=4096"
         with:
           run: playwright-run "${{ matrix.app_root }}" experimental/
       - name: Run Playwright (Embedded Tests)
-        if: steps.check.outputs.python || steps.check.outputs.frontend
         uses: ./.github/actions/cached-dependencies
         env:
           NODE_OPTIONS: "--max-old-space-size=4096"

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

@@ -14,8 +14,30 @@ concurrency:
   cancel-in-progress: true
 
 jobs:
-  test-mysql:
+  changes:
     runs-on: ubuntu-24.04
+    timeout-minutes: 10
+    permissions:
+      contents: read
+      pull-requests: read
+    outputs:
+      python: ${{ steps.check.outputs.python }}
+    steps:
+      - name: Checkout
+        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
+        with:
+          persist-credentials: false
+      - name: Check for file changes
+        id: check
+        uses: ./.github/actions/change-detector/
+        with:
+          token: ${{ secrets.GITHUB_TOKEN }}
+
+  test-mysql:
+    needs: changes
+    if: needs.changes.outputs.python == 'true'
+    runs-on: ubuntu-24.04
+    timeout-minutes: 45
     permissions:
       id-token: write
     env:
@@ -27,6 +49,8 @@ jobs:
     services:
       mysql:
         image: mysql:8.0
+        # Authenticated pulls use our higher Docker Hub rate limit. Empty on
+        # fork PRs (secrets unavailable) -> runner falls back to anonymous.
         env:
           MYSQL_ROOT_PASSWORD: root
         ports:
@@ -43,30 +67,21 @@ jobs:
           - 16379:6379
     steps:
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
         with:
           persist-credentials: false
           submodules: recursive
-      - name: Check for file changes
-        id: check
-        uses: ./.github/actions/change-detector/
-        with:
-          token: ${{ secrets.GITHUB_TOKEN }}
       - name: Setup Python
         uses: ./.github/actions/setup-backend/
-        if: steps.check.outputs.python
       - name: Setup MySQL
-        if: steps.check.outputs.python
         uses: ./.github/actions/cached-dependencies
         with:
           run: setup-mysql
       - name: Start Celery worker
-        if: steps.check.outputs.python
         uses: ./.github/actions/cached-dependencies
         with:
           run: celery-worker
       - name: Python integration tests (MySQL)
-        if: steps.check.outputs.python
         run: |
           ./scripts/python_tests.sh
       - name: Upload code coverage
@@ -77,7 +92,6 @@ jobs:
           use_oidc: true
           slug: apache/superset
       - name: Generate database diagnostics for docs
-        if: steps.check.outputs.python
         env:
           SUPERSET_CONFIG: tests.integration_tests.superset_test_config
           SUPERSET__SQLALCHEMY_DATABASE_URI: |
@@ -100,19 +114,23 @@ jobs:
               print(f'Generated diagnostics for {len(docs)} databases')
           "
       - name: Upload database diagnostics artifact
-        if: steps.check.outputs.python
         uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
         with:
           name: database-diagnostics
           path: databases-diagnostics.json
           retention-days: 7
   test-postgres:
+    needs: changes
+    if: needs.changes.outputs.python == 'true'
     runs-on: ubuntu-24.04
+    timeout-minutes: 45
     permissions:
       id-token: write
     strategy:
       matrix:
-        python-version: ["current", "previous", "next"]
+        # Full version spread on push (master/release) + nightly; current only
+        # on PRs to cut runner cost (cross-version breaks are caught at merge).
+        python-version: ${{ github.event_name == 'pull_request' && fromJSON('["current"]') || fromJSON('["current", "previous", "next"]') }}
     env:
       PYTHONPATH: ${{ github.workspace }}
       SUPERSET_CONFIG: tests.integration_tests.superset_test_config
@@ -134,33 +152,24 @@ jobs:
           - 16379:6379
     steps:
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
         with:
           persist-credentials: false
           submodules: recursive
-      - name: Check for file changes
-        id: check
-        uses: ./.github/actions/change-detector/
-        with:
-          token: ${{ secrets.GITHUB_TOKEN }}
       - name: Setup Python
         uses: ./.github/actions/setup-backend/
-        if: steps.check.outputs.python
         with:
           python-version: ${{ matrix.python-version }}
       - name: Setup Postgres
-        if: steps.check.outputs.python
         uses: ./.github/actions/cached-dependencies
         with:
           run: |
             setup-postgres
       - name: Start Celery worker
-        if: steps.check.outputs.python
         uses: ./.github/actions/cached-dependencies
         with:
           run: celery-worker
       - name: Python integration tests (PostgreSQL)
-        if: steps.check.outputs.python
         run: |
           ./scripts/python_tests.sh
       - name: Upload code coverage
@@ -172,7 +181,10 @@ jobs:
           slug: apache/superset
 
   test-sqlite:
+    needs: changes
+    if: needs.changes.outputs.python == 'true'
     runs-on: ubuntu-24.04
+    timeout-minutes: 45
     permissions:
       id-token: write
     env:
@@ -190,32 +202,23 @@ jobs:
           - 16379:6379
     steps:
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
         with:
           persist-credentials: false
           submodules: recursive
-      - name: Check for file changes
-        id: check
-        uses: ./.github/actions/change-detector/
-        with:
-          token: ${{ secrets.GITHUB_TOKEN }}
       - name: Setup Python
         uses: ./.github/actions/setup-backend/
-        if: steps.check.outputs.python
       - name: Install dependencies
-        if: steps.check.outputs.python
         uses: ./.github/actions/cached-dependencies
         with:
           run: |
             # sqlite needs this working directory
             mkdir ${{ github.workspace }}/.temp
       - name: Start Celery worker
-        if: steps.check.outputs.python
         uses: ./.github/actions/cached-dependencies
         with:
           run: celery-worker
       - name: Python integration tests (SQLite)
-        if: steps.check.outputs.python
         run: |
           ./scripts/python_tests.sh
       - name: Upload code coverage
@@ -225,3 +228,25 @@ jobs:
           verbose: true
           use_oidc: true
           slug: apache/superset
+
+  # Stable required-status-check anchor for the matrix-based test-postgres job.
+  # It is gated on change detection, so on non-Python PRs it is skipped and
+  # never produces its `test-postgres (current)` context (a job-level skip
+  # happens before matrix expansion). This always-running job reports a single
+  # context branch protection can require: it passes when test-postgres
+  # succeeded or was skipped, and fails only on a real failure.
+  test-postgres-required:
+    needs: [changes, test-postgres]
+    if: always()
+    runs-on: ubuntu-24.04
+    timeout-minutes: 5
+    steps:
+      - name: Check test-postgres result
+        env:
+          RESULT: ${{ needs.test-postgres.result }}
+        run: |
+          if [ "$RESULT" != "success" ] && [ "$RESULT" != "skipped" ]; then
+            echo "test-postgres did not pass (result: $RESULT)"
+            exit 1
+          fi
+          echo "test-postgres result: $RESULT"

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

@@ -15,8 +15,30 @@ concurrency:
   cancel-in-progress: true
 
 jobs:
-  test-postgres-presto:
+  changes:
     runs-on: ubuntu-24.04
+    timeout-minutes: 10
+    permissions:
+      contents: read
+      pull-requests: read
+    outputs:
+      python: ${{ steps.check.outputs.python }}
+    steps:
+      - name: Checkout
+        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
+        with:
+          persist-credentials: false
+      - name: Check for file changes
+        id: check
+        uses: ./.github/actions/change-detector/
+        with:
+          token: ${{ secrets.GITHUB_TOKEN }}
+
+  test-postgres-presto:
+    needs: changes
+    if: needs.changes.outputs.python == 'true'
+    runs-on: ubuntu-24.04
+    timeout-minutes: 45
     permissions:
       id-token: write
     env:
@@ -50,32 +72,21 @@ jobs:
           - 16379:6379
     steps:
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
         with:
           persist-credentials: false
           submodules: recursive
-      - name: Check for file changes
-        id: check
-        uses: ./.github/actions/change-detector/
-        with:
-          token: ${{ secrets.GITHUB_TOKEN }}
       - name: Setup Python
         uses: ./.github/actions/setup-backend/
-        if: steps.check.outputs.python == 'true'
       - name: Setup Postgres
-        if: steps.check.outputs.python
         uses: ./.github/actions/cached-dependencies
         with:
-          run: |
-            echo "${{ steps.check.outputs.python }}"
-            setup-postgres
+          run: setup-postgres
       - name: Start Celery worker
-        if: steps.check.outputs.python
         uses: ./.github/actions/cached-dependencies
         with:
           run: celery-worker
       - name: Python unit tests (PostgreSQL)
-        if: steps.check.outputs.python
         run: |
           ./scripts/python_tests.sh -m 'chart_data_flow or sql_json_flow'
       - name: Upload code coverage
@@ -87,7 +98,10 @@ jobs:
           slug: apache/superset
 
   test-postgres-hive:
+    needs: changes
+    if: needs.changes.outputs.python == 'true'
     runs-on: ubuntu-24.04
+    timeout-minutes: 45
     permissions:
       id-token: write
     env:
@@ -113,39 +127,27 @@ jobs:
           - 16379:6379
     steps:
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
         with:
           persist-credentials: false
           submodules: recursive
-      - name: Check for file changes
-        id: check
-        uses: ./.github/actions/change-detector/
-        with:
-          token: ${{ secrets.GITHUB_TOKEN }}
       - name: Create csv upload directory
-        if: steps.check.outputs.python
         run: sudo mkdir -p /tmp/.superset/uploads
       - name: Give write access to the csv upload directory
-        if: steps.check.outputs.python
         run: sudo chown -R $USER:$USER /tmp/.superset
       - name: Start hadoop and hive
-        if: steps.check.outputs.python
         run: docker compose -f scripts/databases/hive/docker-compose.yml up -d
       - name: Setup Python
         uses: ./.github/actions/setup-backend/
-        if: steps.check.outputs.python
       - name: Setup Postgres
-        if: steps.check.outputs.python
         uses: ./.github/actions/cached-dependencies
         with:
           run: setup-postgres
       - name: Start Celery worker
-        if: steps.check.outputs.python
         uses: ./.github/actions/cached-dependencies
         with:
           run: celery-worker
       - 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'

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

@@ -15,40 +15,56 @@ concurrency:
   cancel-in-progress: true
 
 jobs:
-  unit-tests:
+  changes:
     runs-on: ubuntu-24.04
+    timeout-minutes: 10
     permissions:
-      id-token: write
-    strategy:
-      matrix:
-        python-version: ["previous", "current", "next"]
-    env:
-      PYTHONPATH: ${{ github.workspace }}
+      contents: read
+      pull-requests: read
+    outputs:
+      python: ${{ steps.check.outputs.python }}
     steps:
-      - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - name: Checkout
+        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
         with:
           persist-credentials: false
-          submodules: recursive
       - name: Check for file changes
         id: check
         uses: ./.github/actions/change-detector/
         with:
           token: ${{ secrets.GITHUB_TOKEN }}
+
+  unit-tests:
+    needs: changes
+    if: needs.changes.outputs.python == 'true'
+    runs-on: ubuntu-24.04
+    timeout-minutes: 30
+    permissions:
+      id-token: write
+    strategy:
+      matrix:
+        # Full version spread on push (master/release) + nightly; current only
+        # on PRs to cut runner cost (cross-version breaks are caught at merge).
+        python-version: ${{ github.event_name == 'pull_request' && fromJSON('["current"]') || fromJSON('["previous", "current", "next"]') }}
+    env:
+      PYTHONPATH: ${{ github.workspace }}
+    steps:
+      - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
+        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
+        with:
+          persist-credentials: false
+          submodules: recursive
       - name: Setup Python
         uses: ./.github/actions/setup-backend/
-        if: steps.check.outputs.python
         with:
           python-version: ${{ matrix.python-version }}
       - name: Python unit tests
-        if: steps.check.outputs.python
         env:
           SUPERSET_TESTENV: true
           SUPERSET_SECRET_KEY: not-a-secret
         run: |
           pytest --durations-min=0.5 --cov-report= --cov=superset ./tests/common ./tests/unit_tests --cache-clear --maxfail=50
       - name: Python 100% coverage unit tests
-        if: steps.check.outputs.python
         env:
           SUPERSET_TESTENV: true
           SUPERSET_SECRET_KEY: not-a-secret
@@ -62,3 +78,25 @@ jobs:
           verbose: true
           use_oidc: true
           slug: apache/superset
+
+  # Stable required-status-check anchor. `unit-tests` is a matrix job gated on
+  # change detection, so on non-Python PRs it is skipped and never produces its
+  # `unit-tests (current)` context (a job-level skip happens before matrix
+  # expansion). This always-running job reports a single context that branch
+  # protection can require: it passes when unit-tests succeeded or was skipped,
+  # and fails only on a real failure.
+  unit-tests-required:
+    needs: [changes, unit-tests]
+    if: always()
+    runs-on: ubuntu-24.04
+    timeout-minutes: 5
+    steps:
+      - name: Check unit-tests result
+        env:
+          RESULT: ${{ needs.unit-tests.result }}
+        run: |
+          if [ "$RESULT" != "success" ] && [ "$RESULT" != "skipped" ]; then
+            echo "unit-tests did not pass (result: $RESULT)"
+            exit 1
+          fi
+          echo "unit-tests result: $RESULT"

.github/workflows/superset-translations.yml

@@ -25,7 +25,7 @@ jobs:
       pull-requests: read
     steps:
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
         with:
           persist-credentials: false
           submodules: recursive
@@ -40,7 +40,9 @@ jobs:
         if: steps.check.outputs.frontend
         uses: actions/setup-node@48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e # v6
         with:
-          node-version-file:  './superset-frontend/.nvmrc'
+          node-version-file: "./superset-frontend/.nvmrc"
+          cache: "npm"
+          cache-dependency-path: "superset-frontend/package-lock.json"
       - name: Install dependencies
         if: steps.check.outputs.frontend
         uses: ./.github/actions/cached-dependencies
@@ -59,7 +61,7 @@ jobs:
       pull-requests: read
     steps:
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
         with:
           persist-credentials: false
           submodules: recursive
@@ -113,13 +115,9 @@ jobs:
             --translations-dir /tmp/base-worktree/superset/translations \
             > /tmp/before.json
 
-      # Reset the PR worktree's translations to the pristine BASE state so
-      # both babel_update runs start from the same .po files. The only
-      # difference between the runs is the source code.
-      - name: Reset PR worktree translations to pristine BASE
-        if: steps.check.outputs.python == 'true' || steps.check.outputs.frontend == 'true'
-        run: git checkout FETCH_HEAD -- superset/translations/
-
+      # Run babel_update against the PR source and PR translations. This keeps
+      # committed .po fixes in play while the base babel_update above still
+      # cancels out translation drift already present on the base branch.
       - name: Run babel_update against PR source
         if: steps.check.outputs.python == 'true' || steps.check.outputs.frontend == 'true'
         run: ./scripts/translations/babel_update.sh

.github/workflows/superset-websocket.yml

@@ -22,9 +22,10 @@ concurrency:
 jobs:
   app-checks:
     runs-on: ubuntu-24.04
+    timeout-minutes: 20
     steps:
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
         with:
           persist-credentials: false
       - name: Install dependencies

.github/workflows/supersetbot.yml

@@ -9,7 +9,7 @@ on:
   workflow_dispatch:
     inputs:
       comment_body:
-        description: 'Comment Body'
+        description: "Comment Body"
         required: true
         type: string
 
@@ -38,7 +38,7 @@ jobs:
             });
 
       - name: "Checkout ( ${{ github.sha }} )"
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
         with:
           persist-credentials: false
 

.github/workflows/tag-release.yml

@@ -16,11 +16,11 @@ on:
       force-latest:
         required: true
         type: choice
-        default: 'false'
+        default: "false"
         description: Whether to force a latest tag on the release
         options:
-          - 'true'
-          - 'false'
+          - "true"
+          - "false"
 permissions:
   contents: read
 
@@ -49,12 +49,12 @@ jobs:
       contents: write
     strategy:
       matrix:
-        build_preset: ["dev", "lean", "py310", "websocket", "dockerize", "py311", "py312"]
+        build_preset:
+          ["dev", "lean", "py310", "websocket", "dockerize", "py311", "py312"]
       fail-fast: false
     steps:
-
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
         with:
           persist-credentials: false
           fetch-depth: 0
@@ -119,9 +119,8 @@ jobs:
       contents: read
       pull-requests: write
     steps:
-
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
         with:
           persist-credentials: false
           fetch-depth: 0

.github/workflows/tech-debt.yml

@@ -32,14 +32,14 @@ jobs:
     name: Generate Reports
     steps:
       - name: Checkout Repository
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
         with:
           persist-credentials: false
 
       - name: Set up Node.js
         uses: actions/setup-node@48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e # v6
         with:
-          node-version-file: './superset-frontend/.nvmrc'
+          node-version-file: "./superset-frontend/.nvmrc"
 
       - name: Install Dependencies
         run: npm ci

Dockerfile

@@ -55,6 +55,13 @@ WORKDIR /app/superset-frontend
 RUN mkdir -p /app/superset/static/assets \
              /app/superset/translations
 
+# Harden `npm ci` against transient npm-registry network blips (e.g. ECONNRESET),
+# which otherwise fail the entire multi-platform image build with no retry.
+ENV npm_config_fetch_retries=5 \
+    npm_config_fetch_retry_mintimeout=20000 \
+    npm_config_fetch_retry_maxtimeout=120000 \
+    npm_config_fetch_timeout=600000
+
 # 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

README.md

@@ -189,6 +189,11 @@ Try out Superset's [quickstart](https://superset.apache.org/docs/quickstart/) gu
 - [Join our community's Slack](http://bit.ly/join-superset-slack)
   and please read our [Slack Community Guidelines](https://github.com/apache/superset/blob/master/CODE_OF_CONDUCT.md#slack-community-guidelines)
 - [Join our dev@superset.apache.org Mailing list](https://lists.apache.org/list.html?dev@superset.apache.org). To join, simply send an email to [dev-subscribe@superset.apache.org](mailto:dev-subscribe@superset.apache.org)
+- Follow us on social media:
+  [X](https://x.com/apachesuperset) |
+  [LinkedIn](https://www.linkedin.com/company/apache-superset) |
+  [Bluesky](https://bsky.app/profile/apachesuperset.bsky.social) |
+  [Reddit](https://reddit.com/r/apache-superset)
 - If you want to help troubleshoot GitHub Issues involving the numerous database drivers that Superset supports, please consider adding your name and the databases you have access to on the [Superset Database Familiarity Rolodex](https://docs.google.com/spreadsheets/d/1U1qxiLvOX0kBTUGME1AHHi6Ywel6ECF8xk_Qy-V9R8c/edit#gid=0)
 - Join Superset's Town Hall and [Operational Model](https://preset.io/blog/the-superset-operational-model-wants-you/) recurring meetings. Meeting info is available on the [Superset Community Calendar](https://superset.apache.org/community)
 

SECURITY.md

@@ -109,7 +109,7 @@ If yes, it is in scope. If no, it is out of scope. The lists below apply that te
 - Any action an Admin role can perform through documented configuration, API, or UI. The Admin role is a trusted operational principal by policy. Per MITRE CNA Operational Rules 4.1, a qualifying vulnerability must violate a security policy; behavior within a documented trust boundary does not.
 - Deployment or operator decisions: the values of secrets and tokens, whether internal networks are reachable from the server, which database connectors or cache backends are enabled, which feature flags are set, where notifications are delivered, and which third-party plugins are loaded.
 - Compromise, modification, or malicious control of trusted backend infrastructure. Apache Superset assumes the integrity of its metastore, cache backends (for example Redis or Memcached), message brokers, secret stores, and other operator-managed infrastructure. Findings that require an attacker to read from, write to, or otherwise tamper with these systems, including injecting malicious state, serialized objects, cache entries, task metadata, configuration, or database records, are post-compromise scenarios and do not constitute vulnerabilities in Apache Superset itself. A finding remains in scope only if an unprivileged user can cause such modification through a vulnerability in Apache Superset.
-- Code paths whose intended purpose is example data, demos, fixtures, local development, or documentation, rather than the production runtime.
+- The continued presence of expired key-value or metastore-cache entries that have not yet been deleted from the metadata database. Such entries are excluded from reads once expired, are purged opportunistically on write, and are removed in bulk by the scheduled `prune_key_value` maintenance task; their lingering until purged is an eventual-cleanup property, not a security boundary, and does not constitute a vulnerability.
 - How a downstream application (spreadsheet program, email client, browser handling user-downloaded files) interprets output Apache Superset produced for it.
 - Findings without a reproducible proof of concept against a supported release. The burden of demonstrating exploitability rests with the reporter; findings closed for lack of a proof of concept may be refiled if one is later produced.
 - Brute force, rate limiting, denial of service, or resource exhaustion that does not bypass a documented control.

UPDATING.md

@@ -24,12 +24,71 @@ assists people when migrating to a new version.
 
 ## Next
 
+### Duration formatter precision
+
+The `DURATION` number formatter now uses `Intl.DurationFormat` for locale-aware output. By default, sub-second fields are omitted, so values that previously displayed fractional seconds with `pretty-ms`, such as `10500` milliseconds rendering as `10.5s`, now render as `10s`.
+
+To preserve sub-second precision in custom duration formatters, enable `formatSubMilliseconds`.
+
+### Cache warmup authenticates via SUPERSET_CACHE_WARMUP_USER
+
+The `cache-warmup` Celery task now drives a real WebDriver session for reliable authentication and reads the user to authenticate as from the new `SUPERSET_CACHE_WARMUP_USER` config option. It no longer consults `CACHE_WARMUP_EXECUTORS` for the warmup path. `SUPERSET_CACHE_WARMUP_USER` defaults to `None`, so the task fails fast with a clear message until you set it. Operators who previously relied on `CACHE_WARMUP_EXECUTORS` for cache warmup must set `SUPERSET_CACHE_WARMUP_USER` to a dedicated least-privilege user with access to the dashboards they want warmed up before the next warmup run.
+
+### YDB now uses a native sqlglot dialect
+
+YDB SQL parsing now relies on the dedicated [`ydb-sqlglot-plugin`](https://pypi.org/project/ydb-sqlglot-plugin/) dialect, which registers itself with sqlglot automatically. YDB users must install this plugin (e.g., via `pip install "apache-superset[ydb]"`) to avoid a `ValueError` when Superset parses YDB queries.
+
+### Embedded dashboards enforce configured Allowed Domains for postMessage
+
+The embedded dashboard page now validates the origin of incoming `postMessage` events against the dashboard's configured **Allowed Domains**. The server-rendered embedded page exposes the configured domains in its bootstrap payload, and the frontend rejects message events whose origin is not in that list.
+
+Enforcement only applies when the Allowed Domains list is non-empty. If the list is empty (the default), any origin is accepted, so there is no behavior change for embeds that did not configure Allowed Domains.
+
+### Default guest/async JWT secrets are rejected at startup
+
+Superset already refuses to start in production (non-debug, non-testing) when `SECRET_KEY` is left at its built-in default, and when `GUEST_TOKEN_JWT_SECRET` is left at its default while `EMBEDDED_SUPERSET` is enabled. This behavior is extended to `GLOBAL_ASYNC_QUERIES_JWT_SECRET`: if the `GLOBAL_ASYNC_QUERIES` feature flag is enabled and the secret is still the publicly known default (`test-secret-change-me`), Superset logs a clear error and refuses to start.
+
+As with the existing `SECRET_KEY` check, this only fails in production. In debug mode, testing mode, or under the test runner, a warning is logged instead of exiting, so local development is unaffected.
+
+To resolve the error, set a strong random value in `superset_config.py`:
+
+```python
+GLOBAL_ASYNC_QUERIES_JWT_SECRET = "<output of: openssl rand -base64 42>"
+```
+
+The check is only active when the relevant feature is enabled, so deployments that do not use global async queries (or embedding) are not affected.
+
+### Guest token revocation (opt-in)
+
+Embedded guest tokens can be coarsely revoked at runtime via a new opt-in mechanism. A new config flag `GUEST_TOKEN_REVOCATION_ENABLED` (default `False`) gates the feature. When enabled, every minted guest token carries a revocation version, and tokens whose version is below the current expected version (stored in the metadata database) are rejected at validation time.
+
+Bump the expected version with the new CLI command to invalidate all outstanding guest tokens:
+
+```bash
+superset revoke-guest-tokens
+```
+
+This change is backward compatible. The feature is off by default, and even when enabled nothing is revoked until an admin explicitly bumps the version: the expected version starts at `0`, and tokens minted before this change (which carry no version claim) are treated as version `0`. No database migration is required.
+
 ### Dataset import validates catalog against the target connection
 
 Importing a dataset now validates the `catalog` field against the target database connection. When the connection has multi-catalog disabled (`allow_multi_catalog` off) and the dataset's catalog is not the connection's default catalog, the import fails instead of silently persisting the non-default catalog. This matches the validation already enforced on the dataset update path and prevents imported datasets from querying an unintended database.
 
 If you relied on importing datasets with a non-default catalog, enable "Allow changing catalogs" on the target connection, or set the dataset's catalog to the connection's default before importing.
 
+### Extension supply-chain controls (denylist + version policy)
+
+Two opt-in static gates control which extensions are allowed to load:
+
+- `EXTENSION_DENYLIST` refuses extensions matching an id (every version) or `id@version` (a single version), e.g. `["compromised-extension", "other-ext@1.2.3"]`.
+- `EXTENSION_VERSION_POLICY` enforces a minimum version per extension id, e.g. `{"acme.widget": "1.2.0"}` (PEP 440 comparison); a release below the minimum is refused.
+
+Both default to empty (no behavior change). They apply to both the `LOCAL_EXTENSIONS` and `EXTENSIONS_PATH` load paths.
+
+### Dynamic Group By respects the sort toggle for display values
+
+The Dynamic Group By chart customization now orders its display values according to the "Sort display control values" toggle: ascending (A–Z), descending (Z–A), or the dataset's source order when the toggle is unset. Previously the dropdown always sorted alphabetically. Existing dashboards where the toggle was never set will show options in source order instead of A–Z; open the customization and enable the toggle to restore alphabetical ordering.
+
 ### Granular Export Controls
 
 A new feature flag `GRANULAR_EXPORT_CONTROLS` introduces three fine-grained permissions that replace the legacy `can_csv` permission:

docker-compose.yml

@@ -61,6 +61,31 @@ services:
     volumes:
       - ./docker/nginx/nginx.conf:/etc/nginx/nginx.conf:ro
       - ./docker/nginx/templates:/etc/nginx/templates:ro
+    # Wait for the webpack dev server's manifest.json to be served before
+    # starting nginx. This prevents 404s on static assets at startup. The
+    # probe targets host.docker.internal so it works regardless of whether
+    # the dev server runs in the superset-node container
+    # (BUILD_SUPERSET_FRONTEND_IN_DOCKER=true, the default) or directly on
+    # the host (BUILD_SUPERSET_FRONTEND_IN_DOCKER=false).
+    command:
+      - /bin/bash
+      - -c
+      - |
+        url="http://host.docker.internal:9000/static/assets/manifest.json"
+        max_attempts=150  # ~5 minutes at 2s intervals
+        echo "Waiting for webpack dev server at $url..."
+        attempt=0
+        until curl -sf --max-time 5 -o /dev/null "$url"; do
+          attempt=$((attempt + 1))
+          if [ "$attempt" -ge "$max_attempts" ]; then
+            echo "ERROR: webpack dev server did not serve $url after $max_attempts attempts (~5 minutes)." >&2
+            echo "Is the dev server running? With BUILD_SUPERSET_FRONTEND_IN_DOCKER=false you must start it on the host (e.g. 'npm run dev' in superset-frontend)." >&2
+            exit 1
+          fi
+          sleep 2
+        done
+        echo "Webpack dev server is ready; starting nginx."
+        exec nginx -g 'daemon off;'
 
   redis:
     image: redis:7

docker/docker-bootstrap.sh

@@ -80,7 +80,23 @@ case "${1}" in
     ;;
   app)
     echo "Starting web app (using development server)..."
-    flask run -p $PORT --reload --debugger --host=0.0.0.0 --exclude-patterns "*/node_modules/*:*/.venv/*:*/build/*:*/__pycache__/*:*/superset-frontend/*"
+
+    # Environment-based debugger control for security
+    # Only enable Werkzeug interactive debugger when explicitly requested
+    # Modern Werkzeug (3.0+) includes PIN protection, but defense-in-depth approach
+    # Override FLASK_DEBUG so the effective state matches SUPERSET_DEBUG_ENABLED even
+    # when FLASK_DEBUG=true is inherited from docker/.env or .flaskenv
+    if [[ "${SUPERSET_DEBUG_ENABLED:-}" == "true" ]]; then
+        export FLASK_DEBUG=1
+        DEBUGGER_FLAG="--debugger"
+        echo "  ⚠️  Werkzeug debugger enabled (requires PIN for /console access)"
+    else
+        export FLASK_DEBUG=0
+        DEBUGGER_FLAG="--no-debugger"
+        echo "  🔒 Werkzeug debugger disabled (set SUPERSET_DEBUG_ENABLED=true to enable)"
+    fi
+
+    flask run -p $PORT --reload $DEBUGGER_FLAG --host=0.0.0.0 --exclude-patterns "*/node_modules/*:*/.venv/*:*/build/*:*/__pycache__/*:*/superset-frontend/*"
     ;;
   app-gunicorn)
     echo "Starting web app..."

docs/admin_docs/configuration/cache.mdx

@@ -86,6 +86,39 @@ instead requires a cachelib object.
 
 See [Async Queries via Celery](/admin-docs/configuration/async-queries-celery) for details.
 
+## Celery beat
+
+Superset has a Celery task that will periodically warm up the cache based on different strategies.
+To use it, add the following to your `superset_config.py`:
+
+```python
+from celery.schedules import crontab
+from superset.config import CeleryConfig
+
+# User that will be used to authenticate and render dashboards for cache warmup
+SUPERSET_CACHE_WARMUP_USER = "user_with_permission_to_dashboards"
+
+# Extend the default CeleryConfig to add cache warmup schedule
+class CustomCeleryConfig(CeleryConfig):
+    beat_schedule = {
+        **CeleryConfig.beat_schedule,
+        'cache-warmup-hourly': {
+            'task': 'cache-warmup',
+            'schedule': crontab(minute=0, hour='*'),  # hourly
+            'kwargs': {
+                'strategy_name': 'top_n_dashboards',
+                'top_n': 5,
+                'since': '7 days ago',
+            },
+        },
+    }
+
+CELERY_CONFIG = CustomCeleryConfig
+```
+
+This will cache the top 5 most popular dashboards every hour. For other
+strategies, check the `superset/tasks/cache.py` file.
+
 ## Caching Thumbnails
 
 This is an optional feature that can be turned on by activating its [feature flag](/admin-docs/configuration/configuring-superset#feature-flags) on config:

docs/admin_docs/installation/pypi.mdx

@@ -157,8 +157,15 @@ superset load_examples
 superset init
 
 # To start a development web server on port 8088, use -p to bind to another port
-superset run -p 8088 --with-threads --reload --debugger
+superset run -p 8088 --with-threads --reload
+
+# For debugging with interactive console (⚠️ localhost only)
+# superset run -p 8088 --with-threads --reload --debugger
 ```
 
+:::warning Security Note
+The `--debugger` flag enables Werkzeug's interactive console at `/console`. Only use this for local development and never bind to `0.0.0.0` or expose the server to networks when debugging is enabled.
+:::
+
 If everything worked, you should be able to navigate to `hostname:port` in your browser (e.g.
 locally by default at `localhost:8088`) and login using the username and password you created.

docs/admin_docs_versioned_docs/version-6.1.0/installation/pypi.mdx

@@ -157,8 +157,15 @@ superset load_examples
 superset init
 
 # To start a development web server on port 8088, use -p to bind to another port
-superset run -p 8088 --with-threads --reload --debugger
+superset run -p 8088 --with-threads --reload
+
+# For debugging with interactive console (⚠️ localhost only)
+# superset run -p 8088 --with-threads --reload --debugger
 ```
 
+:::warning Security Note
+The `--debugger` flag enables Werkzeug's interactive console at `/console`. Only use this for local development and never bind to `0.0.0.0` or expose the server to networks when debugging is enabled.
+:::
+
 If everything worked, you should be able to navigate to `hostname:port` in your browser (e.g.
 locally by default at `localhost:8088`) and login using the username and password you created.

docs/developer_docs/contributing/development-setup.md

@@ -102,6 +102,8 @@ Affecting the Docker build process:
   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
+- **SUPERSET_DEBUG_ENABLED (default=false)**: Enable Werkzeug debugger with interactive console.
+  Set to `true` for debugging: `SUPERSET_DEBUG_ENABLED=true docker compose up`
 
 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)

docs/docusaurus.config.ts

@@ -917,6 +917,23 @@ const config: Config = {
     footer: {
       links: [],
       copyright: `
+          <div class="footer__social-links">
+            <a href="https://bit.ly/join-superset-slack" target="_blank" rel="noopener noreferrer" title="Join us on Slack" aria-label="Slack">
+              <img src="/img/community/slack-symbol.svg" alt="Slack" />
+            </a>
+            <a href="https://x.com/apachesuperset" target="_blank" rel="noopener noreferrer" title="Follow us on X" aria-label="X">
+              <img src="/img/community/x-symbol.svg" alt="X" />
+            </a>
+            <a href="https://www.linkedin.com/company/apache-superset" target="_blank" rel="noopener noreferrer" title="Follow us on LinkedIn" aria-label="LinkedIn">
+              <img src="/img/community/linkedin-symbol.svg" alt="LinkedIn" />
+            </a>
+            <a href="https://bsky.app/profile/apachesuperset.bsky.social" target="_blank" rel="noopener noreferrer" title="Follow us on Bluesky" aria-label="Bluesky">
+              <img src="/img/community/bluesky-symbol.svg" alt="Bluesky" />
+            </a>
+            <a href="https://reddit.com/r/apache-superset" target="_blank" rel="noopener noreferrer" title="Follow us on Reddit" aria-label="Reddit">
+              <img src="/img/community/reddit-symbol.svg" alt="Reddit" />
+            </a>
+          </div>
           <div class="footer__ci-services">
             <span>CI powered by</span>
             <a href="https://www.netlify.com/" target="_blank" rel="nofollow noopener noreferrer"><img src="/img/netlify.png" alt="Netlify" title="Netlify - Deploy Previews" /></a>

docs/i18n/en/docusaurus-theme-classic/footer.json

@@ -1,6 +1,6 @@
 {
   "copyright": {
-    "message": "\n          <div class=\"footer__ci-services\">\n            <span>CI powered by</span>\n            <a href=\"https://www.netlify.com/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\"><img src=\"/img/netlify.png\" alt=\"Netlify\" title=\"Netlify - Deploy Previews\" /></a>\n          </div>\n          <p>Copyright © 2026,\n          The <a href=\"https://www.apache.org/\" target=\"_blank\" rel=\"noreferrer\">Apache Software Foundation</a>,\n          Licensed under the Apache <a href=\"https://apache.org/licenses/LICENSE-2.0\" target=\"_blank\" rel=\"noreferrer\">License</a>.</p>\n          <p><small>Apache Superset, Apache, Superset, the Superset logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.\n          <a href=\"https://www.apache.org/\" target=\"_blank\">Apache Software Foundation</a> resources</small></p>\n          <img class=\"footer__divider\" src=\"/img/community/line.png\" alt=\"Divider\" />\n          <p>\n            <small>\n              <a href=\"/docs/security/\" target=\"_blank\" rel=\"noreferrer\">Security</a>&nbsp;|&nbsp;\n              <a href=\"https://www.apache.org/foundation/sponsorship.html\" target=\"_blank\" rel=\"noreferrer\">Donate</a>&nbsp;|&nbsp;\n              <a href=\"https://www.apache.org/foundation/thanks.html\" target=\"_blank\" rel=\"noreferrer\">Thanks</a>&nbsp;|&nbsp;\n              <a href=\"https://apache.org/events/current-event\" target=\"_blank\" rel=\"noreferrer\">Events</a>&nbsp;|&nbsp;\n              <a href=\"https://apache.org/licenses/\" target=\"_blank\" rel=\"noreferrer\">License</a>&nbsp;|&nbsp;\n              <a href=\"https://privacy.apache.org/policies/privacy-policy-public.html\" target=\"_blank\" rel=\"noreferrer\">Privacy</a>\n            </small>\n          </p>\n          <!-- telemetry/analytics pixel: -->\n          <img referrerPolicy=\"no-referrer-when-downgrade\" src=\"https://static.scarf.sh/a.png?x-pxid=39ae6855-95fc-4566-86e5-360d542b0a68\" />\n          ",
+    "message": "\n          <div class=\"footer__social-links\">\n            <a href=\"https://bit.ly/join-superset-slack\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"Join us on Slack\" aria-label=\"Slack\">\n              <img src=\"/img/community/slack-symbol.svg\" alt=\"Slack\" />\n            </a>\n            <a href=\"https://x.com/apachesuperset\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"Follow us on X\" aria-label=\"X\">\n              <img src=\"/img/community/x-symbol.svg\" alt=\"X\" />\n            </a>\n            <a href=\"https://www.linkedin.com/company/apache-superset\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"Follow us on LinkedIn\" aria-label=\"LinkedIn\">\n              <img src=\"/img/community/linkedin-symbol.svg\" alt=\"LinkedIn\" />\n            </a>\n            <a href=\"https://bsky.app/profile/apachesuperset.bsky.social\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"Follow us on Bluesky\" aria-label=\"Bluesky\">\n              <img src=\"/img/community/bluesky-symbol.svg\" alt=\"Bluesky\" />\n            </a>\n            <a href=\"https://reddit.com/r/apache-superset\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"Follow us on Reddit\" aria-label=\"Reddit\">\n              <img src=\"/img/community/reddit-symbol.svg\" alt=\"Reddit\" />\n            </a>\n          </div>\n          <div class=\"footer__ci-services\">\n            <span>CI powered by</span>\n            <a href=\"https://www.netlify.com/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\"><img src=\"/img/netlify.png\" alt=\"Netlify\" title=\"Netlify - Deploy Previews\" /></a>\n          </div>\n          <p>Copyright © 2026,\n          The <a href=\"https://www.apache.org/\" target=\"_blank\" rel=\"noreferrer\">Apache Software Foundation</a>,\n          Licensed under the Apache <a href=\"https://apache.org/licenses/LICENSE-2.0\" target=\"_blank\" rel=\"noreferrer\">License</a>.</p>\n          <p><small>Apache Superset, Apache, Superset, the Superset logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.\n          <a href=\"https://www.apache.org/\" target=\"_blank\">Apache Software Foundation</a> resources</small></p>\n          <img class=\"footer__divider\" src=\"/img/community/line.png\" alt=\"Divider\" />\n          <p>\n            <small>\n              <a href=\"/admin-docs/security/\" target=\"_blank\" rel=\"noreferrer\">Security</a>&nbsp;|&nbsp;\n              <a href=\"https://www.apache.org/foundation/sponsorship.html\" target=\"_blank\" rel=\"noreferrer\">Donate</a>&nbsp;|&nbsp;\n              <a href=\"https://www.apache.org/foundation/thanks.html\" target=\"_blank\" rel=\"noreferrer\">Thanks</a>&nbsp;|&nbsp;\n              <a href=\"https://apache.org/events/current-event\" target=\"_blank\" rel=\"noreferrer\">Events</a>&nbsp;|&nbsp;\n              <a href=\"https://apache.org/licenses/\" target=\"_blank\" rel=\"noreferrer\">License</a>&nbsp;|&nbsp;\n              <a href=\"https://privacy.apache.org/policies/privacy-policy-public.html\" target=\"_blank\" rel=\"noreferrer\">Privacy</a>\n            </small>\n          </p>\n          <!-- telemetry/analytics pixel: -->\n          <img referrerPolicy=\"no-referrer-when-downgrade\" src=\"https://static.scarf.sh/a.png?x-pxid=39ae6855-95fc-4566-86e5-360d542b0a68\" />\n          ",
     "description": "The footer copyright"
   }
 }

docs/netlify.toml

@@ -25,9 +25,17 @@
   command = "yarn install && yarn build"
   # Output directory (relative to base)
   publish = "build"
-  # Skip builds when no docs changes (exit 0 = skip, exit 1 = build)
-  # Checks for changes in docs/ and README.md (which gets pulled into docs)
-  ignore = "git diff --quiet $CACHED_COMMIT_REF $COMMIT_REF -- . ../README.md"
+  # Skip builds when no docs changes (exit 0 = skip, non-zero = build).
+  # Checks for changes in docs/ and README.md (which gets pulled into docs).
+  #
+  # $CACHED_COMMIT_REF is the last *deployed* commit. On a PR's first build it
+  # is empty, so the original `git diff` errored and Netlify fell back to
+  # building -- which is why every PR built a docs preview once even with no
+  # docs changes. When it is empty we instead diff the whole branch against its
+  # merge-base with master, so non-docs PRs are skipped from the very first
+  # build. Subsequent builds (and the master production build) keep the cheaper
+  # incremental $CACHED_COMMIT_REF diff. Any failure exits non-zero -> build.
+  ignore = 'if [ -n "$CACHED_COMMIT_REF" ]; then git diff --quiet "$CACHED_COMMIT_REF" "$COMMIT_REF" -- . ../README.md; else git fetch origin master --depth=100 >/dev/null 2>&1; git diff --quiet "$(git merge-base origin/master "$COMMIT_REF" 2>/dev/null || echo origin/master)" "$COMMIT_REF" -- . ../README.md; fi'
 
 [build.environment]
   # Node version matching docs/.nvmrc

docs/package.json

@@ -43,7 +43,7 @@
     "version:remove:components": "node scripts/manage-versions.mjs remove components"
   },
   "dependencies": {
-    "@ant-design/icons": "^6.2.3",
+    "@ant-design/icons": "^6.2.5",
     "@docusaurus/core": "^3.10.1",
     "@docusaurus/faster": "^3.10.1",
     "@docusaurus/plugin-client-redirects": "^3.10.1",
@@ -72,11 +72,11 @@
     "@superset-ui/core": "^0.20.4",
     "@swc/core": "^1.15.40",
     "antd": "^6.4.3",
-    "baseline-browser-mapping": "^2.10.32",
+    "baseline-browser-mapping": "^2.10.33",
     "caniuse-lite": "^1.0.30001793",
     "docusaurus-plugin-openapi-docs": "^5.0.2",
     "docusaurus-theme-openapi-docs": "^5.0.2",
-    "js-yaml": "^4.1.1",
+    "js-yaml": "^4.2.0",
     "js-yaml-loader": "^1.2.2",
     "json-bigint": "^1.0.0",
     "prism-react-renderer": "^2.4.1",
@@ -101,16 +101,16 @@
     "@types/js-yaml": "^4.0.9",
     "@types/react": "^19.1.8",
     "@typescript-eslint/eslint-plugin": "^8.59.3",
-    "@typescript-eslint/parser": "^8.59.3",
+    "@typescript-eslint/parser": "^8.60.1",
     "eslint": "^9.39.2",
     "eslint-config-prettier": "^10.1.8",
-    "eslint-plugin-prettier": "^5.5.5",
+    "eslint-plugin-prettier": "^5.5.6",
     "eslint-plugin-react": "^7.37.5",
     "globals": "^17.6.0",
     "prettier": "^3.8.3",
     "typescript": "~6.0.3",
-    "typescript-eslint": "^8.59.4",
-    "webpack": "^5.107.1"
+    "typescript-eslint": "^8.60.1",
+    "webpack": "^5.107.2"
   },
   "browserslist": {
     "production": [

docs/src/styles/main.css

@@ -260,10 +260,45 @@ a > span > svg {
 
 .footer {
   position: relative;
-  padding-top: 90px;
+  padding-top: 130px;
   font-size: 15px;
 }
 
+.footer__social-links {
+  background-color: #173036;
+  position: absolute;
+  top: 52px;
+  left: 0;
+  width: 100%;
+  padding: 10px 0;
+  display: flex;
+  align-items: center;
+  justify-content: center;
+  gap: 24px;
+}
+
+.footer__social-links a {
+  display: inline-flex;
+  align-items: center;
+  transition: opacity 0.2s, transform 0.2s;
+}
+
+.footer__social-links a:hover {
+  opacity: 0.8;
+  transform: scale(1.1);
+}
+
+.footer__social-links img {
+  height: 24px;
+  width: 24px;
+  /* The brand SVGs ship in their native colors (e.g. Slack's dark aubergine,
+     X's near-black), which disappear on the dark footer. Render them all as
+     uniform white silhouettes. The icons are single-path glyphs whose
+     counters (the LinkedIn "in", Slack gaps, Reddit face) are transparent
+     cut-outs, so they stay legible against the footer background. */
+  filter: brightness(0) invert(1);
+}
+
 .footer__ci-services {
   background-color: #0d3e49;
   color: #e1e1e1;
@@ -309,6 +344,21 @@ a > span > svg {
 }
 
 @media only screen and (max-width: 996px) {
+  .footer {
+    padding-top: 120px;
+  }
+
+  .footer__social-links {
+    top: 44px;
+    gap: 20px;
+    padding: 8px 16px;
+  }
+
+  .footer__social-links img {
+    height: 20px;
+    width: 20px;
+  }
+
   .footer__ci-services {
     gap: 12px;
     padding: 10px 16px;

docs/static/img/community/reddit-symbol.svg

@@ -0,0 +1,21 @@
+<!--
+  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.
+-->
+<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" width="40" height="40" fill="#FF4500">
+  <path d="M12 0A12 12 0 0 0 0 12a12 12 0 0 0 12 12 12 12 0 0 0 12-12A12 12 0 0 0 12 0zm5.01 4.744c.688 0 1.25.561 1.25 1.249a1.25 1.25 0 0 1-2.498.056l-2.597-.547-.8 3.747c1.824.07 3.48.632 4.674 1.488.308-.309.73-.491 1.207-.491.968 0 1.754.786 1.754 1.754 0 .716-.435 1.333-1.01 1.614a3.111 3.111 0 0 1 .042.52c0 2.694-3.13 4.87-7.004 4.87-3.874 0-7.004-2.176-7.004-4.87 0-.183.015-.366.043-.534A1.748 1.748 0 0 1 4.028 12c0-.968.786-1.754 1.754-1.754.463 0 .898.196 1.207.49 1.207-.883 2.878-1.43 4.744-1.487l.885-4.182a.342.342 0 0 1 .14-.197.35.35 0 0 1 .238-.042l2.906.617a1.214 1.214 0 0 1 1.108-.701zM9.25 12c-.688 0-1.25.561-1.25 1.25 0 .687.562 1.248 1.25 1.248.687 0 1.248-.561 1.248-1.249 0-.688-.561-1.249-1.249-1.249zm5.5 0c-.687 0-1.248.561-1.248 1.25 0 .687.561 1.248 1.249 1.248.688 0 1.249-.561 1.249-1.249 0-.687-.562-1.249-1.25-1.249zm-5.466 3.99a.327.327 0 0 0-.231.094.33.33 0 0 0 0 .463c.842.842 2.484.913 2.961.913.477 0 2.105-.056 2.961-.913a.361.361 0 0 0 .029-.463.33.33 0 0 0-.464 0c-.547.533-1.684.73-2.512.73-.828 0-1.979-.196-2.512-.73a.326.326 0 0 0-.232-.095z"/>
+</svg>

docs/static/img/community/slack-symbol.svg

@@ -0,0 +1,21 @@
+<!--
+  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.
+-->
+<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" width="40" height="40" fill="#4A154B">
+  <path d="M5.042 15.165a2.528 2.528 0 0 1-2.52 2.523A2.528 2.528 0 0 1 0 15.165a2.527 2.527 0 0 1 2.522-2.52h2.52v2.52zm1.271 0a2.527 2.527 0 0 1 2.521-2.52 2.527 2.527 0 0 1 2.521 2.52v6.313A2.528 2.528 0 0 1 8.834 24a2.528 2.528 0 0 1-2.521-2.522v-6.313zM8.834 5.042a2.528 2.528 0 0 1-2.521-2.52A2.528 2.528 0 0 1 8.834 0a2.528 2.528 0 0 1 2.521 2.522v2.52H8.834zm0 1.271a2.528 2.528 0 0 1 2.521 2.521 2.528 2.528 0 0 1-2.521 2.521H2.522A2.528 2.528 0 0 1 0 8.834a2.528 2.528 0 0 1 2.522-2.521h6.312zm10.124 2.521a2.528 2.528 0 0 1 2.522-2.521A2.528 2.528 0 0 1 24 8.834a2.528 2.528 0 0 1-2.52 2.521h-2.522V8.834zm-1.271 0a2.528 2.528 0 0 1-2.521 2.521 2.528 2.528 0 0 1-2.521-2.521V2.522A2.528 2.528 0 0 1 15.166 0a2.528 2.528 0 0 1 2.521 2.522v6.312zm-2.521 10.124a2.528 2.528 0 0 1 2.521 2.522A2.528 2.528 0 0 1 15.166 24a2.528 2.528 0 0 1-2.521-2.52v-2.522h2.521zm0-1.271a2.528 2.528 0 0 1-2.521-2.521 2.528 2.528 0 0 1 2.521-2.521h6.312A2.528 2.528 0 0 1 24 15.165a2.528 2.528 0 0 1-2.52 2.521h-6.313z"/>
+</svg>

docs/yarn.lock

@@ -212,14 +212,14 @@
   resolved "https://registry.npmjs.org/@ant-design/icons-svg/-/icons-svg-4.4.2.tgz"
   integrity sha512-vHbT+zJEVzllwP+CM+ul7reTEfBR0vgxFe7+lREAsAA7YGsYpboiq2sQNeQeRvh09GfQgs/GyFEvZpJ9cLXpXA==
 
-"@ant-design/icons@^6.2.3":
-  version "6.2.3"
-  resolved "https://registry.yarnpkg.com/@ant-design/icons/-/icons-6.2.3.tgz#66e1c7fdea009b9c3fab6964062bedc76f308ad8"
-  integrity sha512-Pl3aoAtxQeKryYnt6VvDJtOxMOtA8wrRSACe/pTjOAIG3fdHrWm6Ivb4ku9tsFjYroSXBKirvuxG4QkwBXD9gg==
+"@ant-design/icons@^6.2.3", "@ant-design/icons@^6.2.5":
+  version "6.2.5"
+  resolved "https://registry.yarnpkg.com/@ant-design/icons/-/icons-6.2.5.tgz#31c142aa6ce5eaf99598aaead222f4c459693512"
+  integrity sha512-0hKtoKqTjGFOndUyJLJmC9Cg6k4rEO7rLo6xmgbNJH+/ZX1C57RVals2v1j1knHl9n7Q+sBOveTvn931wLOCKw==
   dependencies:
     "@ant-design/colors" "^8.0.1"
     "@ant-design/icons-svg" "^4.4.2"
-    "@rc-component/util" "^1.10.1"
+    "@rc-component/util" "^1.11.0"
     clsx "^2.1.1"
 
 "@ant-design/react-slick@~2.0.0":
@@ -3021,10 +3021,10 @@
     os-homedir "^1.0.1"
     regexpu-core "^4.5.4"
 
-"@pkgr/core@^0.2.9":
-  version "0.2.9"
-  resolved "https://registry.npmjs.org/@pkgr/core/-/core-0.2.9.tgz"
-  integrity sha512-QNqXyfVS2wm9hweSYD2O7F0G06uurj9kZ96TRQE5Y9hU7+tgdZwIkbAKc5Ocy1HxEY2kuDQa6cQ1WRs/O5LFKA==
+"@pkgr/core@^0.3.6":
+  version "0.3.6"
+  resolved "https://registry.yarnpkg.com/@pkgr/core/-/core-0.3.6.tgz#3569708bd4be4d8870ba32bf1c456dac81600d97"
+  integrity sha512-SEeaJLb3qBNF/OaXnaR1NmmBbFYk1zC0ZH/52fATcRPLFg/p791YrcyFFy44Bo9sLaGuSuLp5Q6axbb/O+v/RA==
 
 "@pnpm/config.env-replace@^1.1.0":
   version "1.1.0"
@@ -4812,100 +4812,110 @@
   dependencies:
     "@types/yargs-parser" "*"
 
-"@typescript-eslint/eslint-plugin@8.59.4", "@typescript-eslint/eslint-plugin@^8.59.3":
-  version "8.59.4"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/eslint-plugin/-/eslint-plugin-8.59.4.tgz#c67bfee32caae9cb587dce1ac59c3bf43b659707"
-  integrity sha512-PegsU+XfyJJNjd4+u/k6f9yTyp0lEXXiPopUNobZcIAUJFGICFLN+sP0Rb3JehVmiij1Ph0dFGYqODoRo/2+6A==
+"@typescript-eslint/eslint-plugin@8.60.1", "@typescript-eslint/eslint-plugin@^8.59.3":
+  version "8.60.1"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/eslint-plugin/-/eslint-plugin-8.60.1.tgz#c1060bb8fa4be80624d3f3dec8dd9caca373af76"
+  integrity sha512-JQ4S5GB0tfjO8BuJ4fcX+HodkzJjYBV+7OJ+wLygaX7OGQ7FudyHL4NSCA6ob+w3Yn+5MkKIozOwQhXeM7opVg==
   dependencies:
     "@eslint-community/regexpp" "^4.12.2"
-    "@typescript-eslint/scope-manager" "8.59.4"
-    "@typescript-eslint/type-utils" "8.59.4"
-    "@typescript-eslint/utils" "8.59.4"
-    "@typescript-eslint/visitor-keys" "8.59.4"
+    "@typescript-eslint/scope-manager" "8.60.1"
+    "@typescript-eslint/type-utils" "8.60.1"
+    "@typescript-eslint/utils" "8.60.1"
+    "@typescript-eslint/visitor-keys" "8.60.1"
     ignore "^7.0.5"
     natural-compare "^1.4.0"
     ts-api-utils "^2.5.0"
 
-"@typescript-eslint/parser@8.59.4", "@typescript-eslint/parser@^8.59.3":
-  version "8.59.4"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/parser/-/parser-8.59.4.tgz#77d99e3b27663e7a22cf12c3fb769db509e5e93c"
-  integrity sha512-zORHqO/tuhxY1zWuTvMUqddRxpiFJ72xVfcNoWpqdLjs6lfPbuQBJuW4pk+49/uBMy7Ssr4bzgjiKmmDB1UbZQ==
+"@typescript-eslint/parser@8.60.1", "@typescript-eslint/parser@^8.60.1":
+  version "8.60.1"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/parser/-/parser-8.60.1.tgz#a9d7f30850384d34b41f4687dd8944823c09e289"
+  integrity sha512-A0M6ua6H252bVjPvvtSgl2QA4+ET9S5Mtkb2GDyTxIhH/C4qDItT7RQNO5PhMC6NXGYXOR9dIalcDDgBKT7oFA==
   dependencies:
-    "@typescript-eslint/scope-manager" "8.59.4"
-    "@typescript-eslint/types" "8.59.4"
-    "@typescript-eslint/typescript-estree" "8.59.4"
-    "@typescript-eslint/visitor-keys" "8.59.4"
+    "@typescript-eslint/scope-manager" "8.60.1"
+    "@typescript-eslint/types" "8.60.1"
+    "@typescript-eslint/typescript-estree" "8.60.1"
+    "@typescript-eslint/visitor-keys" "8.60.1"
     debug "^4.4.3"
 
-"@typescript-eslint/project-service@8.59.4":
-  version "8.59.4"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/project-service/-/project-service-8.59.4.tgz#5830535a0e7a3ae806e2669964f47a74c4bc6b0e"
-  integrity sha512-Ly00Vu4oAacfDeHp2Zg85ioNG6l8HG+tN1D7J+xTHSxu9y0awYKJ2zH1rFBn8ZSfuGK+7FxK3Cgl3uAz0aZZLg==
+"@typescript-eslint/project-service@8.60.1":
+  version "8.60.1"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/project-service/-/project-service-8.60.1.tgz#eb29712f58d72c222fc727162e92f2ab4670971b"
+  integrity sha512-eXkTH2bxmXlqD1RnOPmLZ9ZM9D3VwSx04JOwBnP9RQ+yUA5a2Mu7SfW8uaV2Aon53NJzZlZYuX7tn91Izf+xaw==
   dependencies:
-    "@typescript-eslint/tsconfig-utils" "^8.59.4"
-    "@typescript-eslint/types" "^8.59.4"
+    "@typescript-eslint/tsconfig-utils" "^8.60.1"
+    "@typescript-eslint/types" "^8.60.1"
     debug "^4.4.3"
 
-"@typescript-eslint/scope-manager@8.59.4":
-  version "8.59.4"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/scope-manager/-/scope-manager-8.59.4.tgz#507d1258c758147dac1adee9517a205a8ac1e046"
-  integrity sha512-mUeR/3H1WrTAddJrwut8OoPjfauaztMQmRwV5fQTUyNVJCLiUXXe4lGEyYIL2oFDpP7UtgbGJXCt72wT0z2S3Q==
+"@typescript-eslint/scope-manager@8.60.1":
+  version "8.60.1"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/scope-manager/-/scope-manager-8.60.1.tgz#2f875962eaad0a0789cc3c36aea9b4ddeb2dd9c8"
+  integrity sha512-gvI5OQoptnxQnchOirukCuQ55svJSTuD/4k5+pC267xyBtYry748R9/c3tYUzb/iE6RZfllRz2lVulLCHkTm4w==
   dependencies:
-    "@typescript-eslint/types" "8.59.4"
-    "@typescript-eslint/visitor-keys" "8.59.4"
+    "@typescript-eslint/types" "8.60.1"
+    "@typescript-eslint/visitor-keys" "8.60.1"
 
-"@typescript-eslint/tsconfig-utils@8.59.4", "@typescript-eslint/tsconfig-utils@^8.59.4":
-  version "8.59.4"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/tsconfig-utils/-/tsconfig-utils-8.59.4.tgz#218ba229d96dde35212e3a76a7d0a6bc831398be"
-  integrity sha512-DLCpnKgD4alVxTBSKulK+gU1KCqOgUXfDRDXh2mZgzokQKa/70ax93I2uVO3m/LLvIAtWZIFoiifudmIqAxpMA==
+"@typescript-eslint/tsconfig-utils@8.60.1":
+  version "8.60.1"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/tsconfig-utils/-/tsconfig-utils-8.60.1.tgz#bee8b942a13679a878101c9c74577d732062ed93"
+  integrity sha512-nh8w4qAteiKuZu3pSSzG/yGKpw0OlkrKnzFmbVRenKaD4qc+7i1GrmZaLVkr8rk4uipiPGMOW4YsM6WmKZ5CvA==
 
-"@typescript-eslint/type-utils@8.59.4":
-  version "8.59.4"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/type-utils/-/type-utils-8.59.4.tgz#359fc53ba39a1f1860fddda40ebe5bfe0d87faed"
-  integrity sha512-uonTuPAAKr9XaBGqJ3LjYTh72zy5DyGesljO9gtmk/eFW0W1fRHjnwVYKB35Lm8d5Q5CluEW3gPHjTvZTmgrfA==
+"@typescript-eslint/tsconfig-utils@^8.60.1":
+  version "8.61.0"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/tsconfig-utils/-/tsconfig-utils-8.61.0.tgz#05d6e3ff20001674ebcd22d03dac29ee448043ba"
+  integrity sha512-O5Amvdv9ztMpxpf+vmFULGG78IE6Qwdr3bCGvqwG4nwc9H2qXkOYJJnRbRHyMkQTjv1d03olqwwwzHLMqpFePQ==
+
+"@typescript-eslint/type-utils@8.60.1":
+  version "8.60.1"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/type-utils/-/type-utils-8.60.1.tgz#1ae45f0f2a701354beea4a58c2161e40a5e3c379"
+  integrity sha512-sdwTrpjosW7ANQYJ39ZBF1ZyEMEGVB2UsikrserVM/30a/F1dTLnu9bGxEdosugyu5caigjLrR2qiD11asjI1A==
   dependencies:
-    "@typescript-eslint/types" "8.59.4"
-    "@typescript-eslint/typescript-estree" "8.59.4"
-    "@typescript-eslint/utils" "8.59.4"
+    "@typescript-eslint/types" "8.60.1"
+    "@typescript-eslint/typescript-estree" "8.60.1"
+    "@typescript-eslint/utils" "8.60.1"
     debug "^4.4.3"
     ts-api-utils "^2.5.0"
 
-"@typescript-eslint/types@8.59.4", "@typescript-eslint/types@^8.59.4":
-  version "8.59.4"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/types/-/types-8.59.4.tgz#c29d5c21bfbaa8347ddc677d3ac1fcd2db0f848e"
-  integrity sha512-F1o7WJcCq+bc8dwcO/YsSEOudAH8RDtaOhM6wcAQhcUsFhnWQl81JKy48q1hoxAU0qrzM89+31GYh1515Zde3Q==
+"@typescript-eslint/types@8.60.1":
+  version "8.60.1"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/types/-/types-8.60.1.tgz#ccdc482ba9e17f9723a10ce240b5e67dad3046c4"
+  integrity sha512-4h0tY8ppCkdCzcrl2YM5M3my0xsE1Tf8om3owEu5oPWmXwkKRmk0j0LGDzYBGUcAlesEbxBhazqu/K4cu3Ug7w==
 
-"@typescript-eslint/typescript-estree@8.59.4":
-  version "8.59.4"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/typescript-estree/-/typescript-estree-8.59.4.tgz#d005e5e1fb425526f39685594bed34a04ad755ea"
-  integrity sha512-F+RuOmcDXo4+TPdfd/TCLS3m2nw8gE9XXyZLrA3JBfaA5tz9TtdkyD3YJFmPxulyc2cKbEok/CvFE3MgSLWnag==
+"@typescript-eslint/types@^8.60.1":
+  version "8.61.0"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/types/-/types-8.61.0.tgz#0ddb46e012a4288292950bdd253db42f278ce64d"
+  integrity sha512-9QTQpZ5Iin4CdIodfbDQFSeiSJKidgYJYug1P9CC2xWgUTvlmixViqDZNciMjwLBZyJnG4tGmPl97rVAFb1AJg==
+
+"@typescript-eslint/typescript-estree@8.60.1":
+  version "8.60.1"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/typescript-estree/-/typescript-estree-8.60.1.tgz#016630b119228bf483ddc652703a6a038f3fdd74"
+  integrity sha512-alpRkfG8hlVE5kdJW2GkfgDgXxold3e8e4l6EnmhRmRLbekgAPCCGDVD++sABy9FcgPFroq+uFcCSM1vR57Cew==
   dependencies:
-    "@typescript-eslint/project-service" "8.59.4"
-    "@typescript-eslint/tsconfig-utils" "8.59.4"
-    "@typescript-eslint/types" "8.59.4"
-    "@typescript-eslint/visitor-keys" "8.59.4"
+    "@typescript-eslint/project-service" "8.60.1"
+    "@typescript-eslint/tsconfig-utils" "8.60.1"
+    "@typescript-eslint/types" "8.60.1"
+    "@typescript-eslint/visitor-keys" "8.60.1"
     debug "^4.4.3"
     minimatch "^10.2.2"
     semver "^7.7.3"
     tinyglobby "^0.2.15"
     ts-api-utils "^2.5.0"
 
-"@typescript-eslint/utils@8.59.4":
-  version "8.59.4"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/utils/-/utils-8.59.4.tgz#8ccd2b08aecc72c7efc0d7ac6695631d199d256e"
-  integrity sha512-cYXeNAUsG4lJo5dbc1FcKm+JwIWrj1/UpTORsC6tGMjEZ81DYcvIr9/ueikhMa/Y/gDQYGp+YX9/xQrXje5BJw==
+"@typescript-eslint/utils@8.60.1":
+  version "8.60.1"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/utils/-/utils-8.60.1.tgz#31cf566095602d9fe8ad91837d2eb520b8de762b"
+  integrity sha512-h2MPBLoNtjc3qZWfY3Tl51yPorQ2McHn8pJfcMNTcIvrrZrr90Ykffit0yjrPFWQcRcUxzH20+6OcVdW4yHtUg==
   dependencies:
     "@eslint-community/eslint-utils" "^4.9.1"
-    "@typescript-eslint/scope-manager" "8.59.4"
-    "@typescript-eslint/types" "8.59.4"
-    "@typescript-eslint/typescript-estree" "8.59.4"
+    "@typescript-eslint/scope-manager" "8.60.1"
+    "@typescript-eslint/types" "8.60.1"
+    "@typescript-eslint/typescript-estree" "8.60.1"
 
-"@typescript-eslint/visitor-keys@8.59.4":
-  version "8.59.4"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/visitor-keys/-/visitor-keys-8.59.4.tgz#1ac23b747b011f5cbdb449da97769f6c5f3a9355"
-  integrity sha512-U3gxVaDVnuZKhSspW/MzMxE1kq7zOdc072FcSNoqA1I9p8HyKbBFfEHoWckBAMgNMph4MamwS5iTVzFmrnt8TQ==
+"@typescript-eslint/visitor-keys@8.60.1":
+  version "8.60.1"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/visitor-keys/-/visitor-keys-8.60.1.tgz#165d1d8901137b944efaf18f00ab5ecb57f06995"
+  integrity sha512-EbGRQg4FhrmwLodl+t3JNAnXHWVr9Vp+Zl1QBZVPY4ByfkzIT8cX3K6QWODHtkIZqqJVEWvhHSx3v5PDHsaQag==
   dependencies:
-    "@typescript-eslint/types" "8.59.4"
+    "@typescript-eslint/types" "8.60.1"
     eslint-visitor-keys "^5.0.0"
 
 "@ungap/structured-clone@^1.0.0":
@@ -5568,10 +5578,10 @@ base64-js@^1.3.1, base64-js@^1.5.1:
   resolved "https://registry.npmjs.org/base64-js/-/base64-js-1.5.1.tgz"
   integrity sha512-AKpaYlHn8t4SVbOHCy+b5+KKgvR4vrsD8vbvrbiQJps7fKDTkjkDry6ji0rUJjC0kzbNePLwzxq8iypo41qeWA==
 
-baseline-browser-mapping@^2.10.32, baseline-browser-mapping@^2.9.0, baseline-browser-mapping@^2.9.19:
-  version "2.10.32"
-  resolved "https://registry.yarnpkg.com/baseline-browser-mapping/-/baseline-browser-mapping-2.10.32.tgz#b6b553a4285fdd606327a617de36a5351e3aaa64"
-  integrity sha512-wbPvpyjJPC0zdfdKXxqEL3Ea+bOMD/87X4lftiJkkaBiuG6ALQy1SLmEd7BSmVCuwCQsBrCamgBoLyfFDD1EPg==
+baseline-browser-mapping@^2.10.33, baseline-browser-mapping@^2.9.0, baseline-browser-mapping@^2.9.19:
+  version "2.10.33"
+  resolved "https://registry.yarnpkg.com/baseline-browser-mapping/-/baseline-browser-mapping-2.10.33.tgz#27c299b096404978831958d429f48390424c4f9b"
+  integrity sha512-bA6+tcSLpz2tIEdDXZPpPTIuxBcC4+w6SieaYyfigIa4h8GlFxbA17v22Vx3JUtuZQj9SgOsnbK+aTBzyDyEuw==
 
 batch@0.6.1:
   version "0.6.1"
@@ -7248,10 +7258,10 @@ encodeurl@~2.0.0:
   resolved "https://registry.npmjs.org/encodeurl/-/encodeurl-2.0.0.tgz"
   integrity sha512-Q0n9HRi4m6JuGIV1eFlmvJB7ZEVxu93IrMyiMsGC0lrMJMWzRgx6WGquyfQgZVb31vhGgXnfmPNNXmxnOkRBrg==
 
-enhanced-resolve@^5.21.4:
-  version "5.21.5"
-  resolved "https://registry.yarnpkg.com/enhanced-resolve/-/enhanced-resolve-5.21.5.tgz#8f80167d009d8f01267ad61035e59fe5c94ac3a6"
-  integrity sha512-mLCNbrQli11K1ySUmuNt4ZUB3OpGIDq4q2vTBTf5cL2lpsRjI9QKqSD0ndjW8FyvcW/Jj46gMe9syyHAsvMa/A==
+enhanced-resolve@^5.22.0:
+  version "5.22.1"
+  resolved "https://registry.yarnpkg.com/enhanced-resolve/-/enhanced-resolve-5.22.1.tgz#c34bc3f414298496fc244b21bbe316440782da17"
+  integrity sha512-6QEuw3zoX1SJQc7b87aBXke/no+mG2bTBgw29gWMQonLmpEkWoCAVkl+M49e48AZlWzxiDzDZzYdp6kobcyLww==
   dependencies:
     graceful-fs "^4.2.4"
     tapable "^2.3.3"
@@ -7512,13 +7522,13 @@ eslint-config-prettier@^10.1.8:
   resolved "https://registry.npmjs.org/eslint-config-prettier/-/eslint-config-prettier-10.1.8.tgz"
   integrity sha512-82GZUjRS0p/jganf6q1rEO25VSoHH0hKPCTrgillPjdI/3bgBhAE1QzHrHTizjpRvy6pGAvKjDJtk2pF9NDq8w==
 
-eslint-plugin-prettier@^5.5.5:
-  version "5.5.5"
-  resolved "https://registry.npmjs.org/eslint-plugin-prettier/-/eslint-plugin-prettier-5.5.5.tgz"
-  integrity sha512-hscXkbqUZ2sPithAuLm5MXL+Wph+U7wHngPBv9OMWwlP8iaflyxpjTYZkmdgB4/vPIhemRlBEoLrH7UC1n7aUw==
+eslint-plugin-prettier@^5.5.6:
+  version "5.5.6"
+  resolved "https://registry.yarnpkg.com/eslint-plugin-prettier/-/eslint-plugin-prettier-5.5.6.tgz#363ebe4d769bce157ccdd8129ce3efd91dc62564"
+  integrity sha512-ifetmTcxWfz+4qRW3pH/ujdTq2jQIj59AxJMIN26K5avYgU8dxycUETQonWiW+wPrYXA0j3Try0l1CnwVQtDqQ==
   dependencies:
     prettier-linter-helpers "^1.0.1"
-    synckit "^0.11.12"
+    synckit "^0.11.13"
 
 eslint-plugin-react@^7.37.5:
   version "7.37.5"
@@ -9331,7 +9341,7 @@ js-yaml@4.1.0:
   dependencies:
     argparse "^2.0.1"
 
-js-yaml@=4.1.1, js-yaml@^4.1.0, js-yaml@^4.1.1:
+js-yaml@=4.1.1:
   version "4.1.1"
   resolved "https://registry.yarnpkg.com/js-yaml/-/js-yaml-4.1.1.tgz#854c292467705b699476e1a2decc0c8a3458806b"
   integrity sha512-qQKT4zQxXl8lLwBtHMWwaTcGfFOZviOJet3Oy/xmGk2gZH677CJM9EvtfdSkgWcATZhj/55JZ0rmy3myCT5lsA==
@@ -9346,6 +9356,13 @@ js-yaml@^3.13.1:
     argparse "^1.0.7"
     esprima "^4.0.0"
 
+js-yaml@^4.1.0, js-yaml@^4.1.1, js-yaml@^4.2.0:
+  version "4.2.0"
+  resolved "https://registry.yarnpkg.com/js-yaml/-/js-yaml-4.2.0.tgz#2bd9e85682dd91bd469afb809d816043b3d49524"
+  integrity sha512-ePWsvanv0DWuDRsW8dnt+R4jQ31SCRCQ7hhNcPXZPsoBZiemuZNYGf7adZdqX2D86j6rvKp3RpCxVTSb8WQlOw==
+  dependencies:
+    argparse "^2.0.1"
+
 jsdoc-type-pratt-parser@^4.0.0:
   version "4.8.0"
   resolved "https://registry.npmjs.org/jsdoc-type-pratt-parser/-/jsdoc-type-pratt-parser-4.8.0.tgz"
@@ -13473,9 +13490,9 @@ shebang-regex@^3.0.0:
   integrity sha512-7++dFhtcx3353uBaq8DDR4NuxBetBzC7ZQOhmTQInHEd6bSrXdiEyzCvG07Z44UYdLShWUyXt5M/yhz8ekcb1A==
 
 shell-quote@^1.8.3:
-  version "1.8.3"
-  resolved "https://registry.npmjs.org/shell-quote/-/shell-quote-1.8.3.tgz"
-  integrity sha512-ObmnIF4hXNg1BqhnHmgbDETF8dLPCggZWBjkQfhZpbszZnYur5DUljTcCHii5LC3J5E0yeO/1LIMyH+UvHQgyw==
+  version "1.8.4"
+  resolved "https://registry.yarnpkg.com/shell-quote/-/shell-quote-1.8.4.tgz#2edd9a4dcefc96649e2e2cb12f637b1f1d92a190"
+  integrity sha512-VsC6n6vz1ihYYyZZwX7YZSF5l5x36ca17OC+a69h94YqB7X6XLwf+5MOgynYir2SLFUbl8gIYvBo8K8RoNQ6bQ==
 
 shelljs@0.8.5:
   version "0.8.5"
@@ -14086,12 +14103,12 @@ swc-loader@^0.2.6, swc-loader@^0.2.7:
   dependencies:
     "@swc/counter" "^0.1.3"
 
-synckit@^0.11.12:
-  version "0.11.12"
-  resolved "https://registry.npmjs.org/synckit/-/synckit-0.11.12.tgz"
-  integrity sha512-Bh7QjT8/SuKUIfObSXNHNSK6WHo6J1tHCqJsuaFDP7gP0fkzSfTxI8y85JrppZ0h8l0maIgc2tfuZQ6/t3GtnQ==
+synckit@^0.11.13:
+  version "0.11.13"
+  resolved "https://registry.yarnpkg.com/synckit/-/synckit-0.11.13.tgz#062a5ea57d81befc35892f8254de5c567e97c80a"
+  integrity sha512-eNRKgb3z66Yp3D2CixVujOUvXLFUTij/zVnV8KRyvFdQwpz7I5DS8UfRkTeLzb64u+dkzDSdelE24izu+zSSUg==
   dependencies:
-    "@pkgr/core" "^0.2.9"
+    "@pkgr/core" "^0.3.6"
 
 tapable@^2.0.0, tapable@^2.2.1, tapable@^2.3.0, tapable@^2.3.3:
   version "2.3.3"
@@ -14372,15 +14389,15 @@ types-ramda@^0.30.1:
   dependencies:
     ts-toolbelt "^9.6.0"
 
-typescript-eslint@^8.59.4:
-  version "8.59.4"
-  resolved "https://registry.yarnpkg.com/typescript-eslint/-/typescript-eslint-8.59.4.tgz#834e3b53f4d1a764a985ceb8592c4a95d6a8da7c"
-  integrity sha512-Rw6+44QNFaXtgHSjPy+Kw8hrJniMYzR85E9yLmOLcfZ91/rz+JXQbDTCmc6ccxMPY6K6PgAq26f0JCBfR7LIPQ==
+typescript-eslint@^8.60.1:
+  version "8.60.1"
+  resolved "https://registry.yarnpkg.com/typescript-eslint/-/typescript-eslint-8.60.1.tgz#13db05c6eabb89669deec44545b788a0e9aee640"
+  integrity sha512-6m5hkkRAp8lKvhVpcprAIn5KkehQEh+47oHH2VGnExEh7dhNxXlg6GPAOIu6TxbVQxhebrJDvjl3020ooiWCMA==
   dependencies:
-    "@typescript-eslint/eslint-plugin" "8.59.4"
-    "@typescript-eslint/parser" "8.59.4"
-    "@typescript-eslint/typescript-estree" "8.59.4"
-    "@typescript-eslint/utils" "8.59.4"
+    "@typescript-eslint/eslint-plugin" "8.60.1"
+    "@typescript-eslint/parser" "8.60.1"
+    "@typescript-eslint/typescript-estree" "8.60.1"
+    "@typescript-eslint/utils" "8.60.1"
 
 typescript@~6.0.3:
   version "6.0.3"
@@ -14930,20 +14947,20 @@ webpack-merge@^6.0.1:
     flat "^5.0.2"
     wildcard "^2.0.1"
 
-webpack-sources@^3.4.1:
-  version "3.4.1"
-  resolved "https://registry.yarnpkg.com/webpack-sources/-/webpack-sources-3.4.1.tgz#009d110999ebd9fb3a6fa8d32eec6f84d940e65d"
-  integrity sha512-eACpxRN02yaawnt+uUNIF7Qje6A9zArxBbcAJjK1PK3S9Ycg5jIuJ8pW4q8EMnwNZCEGltcjkRx1QzOxOkKD8A==
+webpack-sources@^3.5.0:
+  version "3.5.0"
+  resolved "https://registry.yarnpkg.com/webpack-sources/-/webpack-sources-3.5.0.tgz#87bf7f5801a4e985b1f1c92b64b9620a02f76d08"
+  integrity sha512-HPuy+uuoTCaaoEoI1LQ3JN9+vrPBvEesnnX1jADHy728cHSMlq4wUc4afYqahq2B1mhQVZxCXOkNTnXltr+2vQ==
 
 webpack-virtual-modules@^0.6.2:
   version "0.6.2"
   resolved "https://registry.npmjs.org/webpack-virtual-modules/-/webpack-virtual-modules-0.6.2.tgz"
   integrity sha512-66/V2i5hQanC51vBQKPH4aI8NMAcBW59FVBs+rC7eGHupMyfn34q7rZIE+ETlJ+XTevqfUhVVBgSUNSW2flEUQ==
 
-webpack@^5.107.1, webpack@^5.88.1, webpack@^5.95.0:
-  version "5.107.1"
-  resolved "https://registry.yarnpkg.com/webpack/-/webpack-5.107.1.tgz#01ad63131b7c413f607cc00a8136f467c1f10af0"
-  integrity sha512-mvdIWxj/H6QsfgDdH9djne3a5dYcmEmtsXGESkypaGN5jXjF/b+9KDlmTDQ2TKlFUeA2fI9Y65kihD30JOdB+Q==
+webpack@^5.107.2, webpack@^5.88.1, webpack@^5.95.0:
+  version "5.107.2"
+  resolved "https://registry.yarnpkg.com/webpack/-/webpack-5.107.2.tgz#dea14dcb177b46b29de15f952f7303691ee2b596"
+  integrity sha512-v7RhXaJbpMlV0D7hC7lb2EbnxkoeUqf9qhKr6lozx3Q48pmFrqqNRmZFUEGmi7pSwm6fCQ2H1IjvCkHqdpVdjQ==
   dependencies:
     "@types/estree" "^1.0.8"
     "@types/json-schema" "^7.0.15"
@@ -14954,7 +14971,7 @@ webpack@^5.107.1, webpack@^5.88.1, webpack@^5.95.0:
     acorn-import-phases "^1.0.3"
     browserslist "^4.28.1"
     chrome-trace-event "^1.0.2"
-    enhanced-resolve "^5.21.4"
+    enhanced-resolve "^5.22.0"
     es-module-lexer "^2.1.0"
     eslint-scope "5.1.1"
     events "^3.2.0"
@@ -14967,7 +14984,7 @@ webpack@^5.107.1, webpack@^5.88.1, webpack@^5.95.0:
     tapable "^2.3.0"
     terser-webpack-plugin "^5.5.0"
     watchpack "^2.5.1"
-    webpack-sources "^3.4.1"
+    webpack-sources "^3.5.0"
 
 webpackbar@^7.0.0:
   version "7.0.0"

helm/superset/Chart.yaml

@@ -15,7 +15,7 @@
 # limitations under the License.
 #
 apiVersion: v2
-appVersion: "5.0.0"
+appVersion: "6.1.0"
 description: Apache Superset is a modern, enterprise-ready business intelligence web application
 name: superset
 icon: https://artifacthub.io/image/68c1d717-0e97-491f-b046-754e46f46922@2x
@@ -29,7 +29,7 @@ maintainers:
   - name: craig-rueda
     email: craig@craigrueda.com
     url: https://github.com/craig-rueda
-version: 0.15.5 # See [README](https://github.com/apache/superset/blob/master/helm/superset/README.md#versioning) for version details.
+version: 0.16.0 # See [README](https://github.com/apache/superset/blob/master/helm/superset/README.md#versioning) for version details.
 dependencies:
   - name: postgresql
     version: 16.7.27

helm/superset/README.md

@@ -23,7 +23,7 @@ NOTE: This file is generated by helm-docs: https://github.com/norwoodj/helm-docs
 
 # superset
 
-![Version: 0.15.5](https://img.shields.io/badge/Version-0.15.5-informational?style=flat-square)
+![Version: 0.16.0](https://img.shields.io/badge/Version-0.16.0-informational?style=flat-square)
 
 Apache Superset is a modern, enterprise-ready business intelligence web application
 

pyproject.toml

@@ -64,7 +64,7 @@ dependencies = [
     "holidays>=0.45, <1",
     "humanize",
     "isodate",
-    "jsonpath-ng>=1.6.1, <2",
+    "jsonpath-ng>=1.8.0, <2",
     "Mako>=1.2.2",
     "markdown>=3.10.2",
     # marshmallow>=4 has issues: https://github.com/apache/superset/issues/33162
@@ -89,12 +89,12 @@ dependencies = [
     "python-dateutil",
     "python-dotenv", # optional dependencies for Flask but required for Superset, see https://flask.palletsprojects.com/en/stable/installation/#optional-dependencies
     "pygeohash",
-    "pyarrow>=16.1.0, <21", # before upgrading pyarrow, check that all db dependencies support this, see e.g. https://github.com/apache/superset/pull/34693
+    "pyarrow>=24.0.0, <25", # before upgrading pyarrow, check that all db dependencies support this, see e.g. https://github.com/apache/superset/pull/34693
     "pyyaml>=6.0.0, <7.0.0",
     "PyJWT>=2.4.0, <3.0",
     "redis>=5.0.0, <6.0",
     "rison>=2.0.0, <3.0",
-    "selenium>=4.14.0, <5.0",
+    "selenium>=4.44.0, <5.0",
     "shillelagh[gsheetsapi]>=1.4.4, <2.0",
     "sshtunnel>=0.4.0, <0.5",
     "simplejson>=3.15.0",
@@ -107,9 +107,9 @@ dependencies = [
     "typing-extensions>=4, <5",
     "waitress; sys_platform == 'win32'",
     "watchdog>=6.0.0",
-    "wtforms>=2.3.3, <4",
+    "wtforms>=3.2.2, <4",
     "wtforms-json",
-    "xlsxwriter>=3.0.7, <3.3",
+    "xlsxwriter>=3.2.9, <3.3",
 ]
 
 [project.optional-dependencies]
@@ -121,7 +121,7 @@ bigquery = [
     "sqlalchemy-bigquery>=1.15.0",
     "google-cloud-bigquery>=3.10.0",
 ]
-clickhouse = ["clickhouse-connect>=0.13.0, <2.0"]
+clickhouse = ["clickhouse-connect>=1.1.1, <2.0"]
 cockroachdb = ["cockroachdb>=0.3.5, <0.4"]
 crate = ["sqlalchemy-cratedb>=0.41.0, <1"]
 d1 = [
@@ -154,18 +154,18 @@ fastmcp = [
 ]
 firebird = ["sqlalchemy-firebird>=0.7.0, <2.2"]
 firebolt = ["firebolt-sqlalchemy>=1.0.0, <2"]
-gevent = ["gevent>=23.9.1"]
+gevent = ["gevent>=26.4.0"]
 gsheets = ["shillelagh[gsheetsapi]>=1.4.4, <2"]
 hana = ["hdbcli==2.28.20", "sqlalchemy_hana==0.4.0"]
 hive = [
     "pyhive[hive]>=0.6.5;python_version<'3.11'",
     "pyhive[hive_pure_sasl]>=0.7.0",
     "tableschema",
-    "thrift>=0.14.1, <1.0.0",
+    "thrift>=0.23.0, <1.0.0",
     "thrift_sasl>=0.4.3, < 1.0.0",
 ]
 impala = ["impyla>0.16.2, <0.23"]
-kusto = ["sqlalchemy-kusto>=3.0.0, <4"]
+kusto = ["sqlalchemy-kusto>=3.1.2, <4"]
 kylin = ["kylinpy>=2.8.1, <2.9"]
 mssql = ["pymssql>=2.2.8, <3"]
 # motherduck is an alias for duckdb - MotherDuck works via the duckdb driver
@@ -180,7 +180,7 @@ ocient = [
 oracle = ["cx-Oracle>8.0.0, <8.4"]
 parseable = ["sqlalchemy-parseable>=0.1.3,<0.2.0"]
 pinot = ["pinotdb>=5.0.0, <10.0.0"]
-playwright = ["playwright>=1.37.0, <2"]
+playwright = ["playwright>=1.60.0, <2"]
 postgres = ["psycopg2-binary==2.9.12"]
 presto = ["pyhive[presto]>=0.6.5"]
 trino = ["trino>=0.328.0"]
@@ -195,20 +195,20 @@ spark = [
     "pyhive[hive]>=0.6.5;python_version<'3.11'",
     "pyhive[hive_pure_sasl]>=0.7",
     "tableschema",
-    "thrift>=0.14.1, <1",
+    "thrift>=0.23.0, <1",
 ]
 tdengine = [
     "taospy>=2.7.21",
-    "taos-ws-py>=0.3.8"
+    "taos-ws-py>=0.6.9"
 ]
 teradata = ["teradatasql>=16.20.0.23"]
 thumbnails = [] # deprecated, will be removed in 7.0
-vertica = ["sqlalchemy-vertica-python>= 0.5.9, < 0.7"]
+vertica = ["sqlalchemy-vertica-python>= 0.6.3, < 0.7"]
 netezza = ["nzalchemy>=11.0.2"]
 starrocks = ["starrocks>=1.0.0"]
 doris = ["pydoris>=1.0.0, <2.0.0"]
-oceanbase = ["oceanbase_py>=0.0.1"]
-ydb = ["ydb-sqlalchemy>=0.1.2"]
+oceanbase = ["oceanbase_py>=0.0.1.2"]
+ydb = ["ydb-sqlalchemy>=0.1.2", "ydb-sqlglot-plugin>=0.2.5"]
 development = [
     # no bounds for apache-superset-extensions-cli until a stable version
     "apache-superset-extensions-cli",
@@ -225,13 +225,13 @@ development = [
     "progress>=1.5,<2",
     "psutil",
     "pyfakefs",
-    "pyinstrument>=4.0.2,<6",
+    "pyinstrument>=5.1.2,<6",
     "pylint",
     "pytest<8.0.0", # hairy issue with pytest >=8 where current_app proxies are not set in time
     "pytest-asyncio",
     "pytest-cov",
     "pytest-mock",
-    "python-ldap>=3.4.4",
+    "python-ldap>=3.4.7",
     "ruff",
     "sqloxide",
     "statsd",
@@ -447,6 +447,7 @@ requirement_txt_file = "requirements/base.txt"
 authorized_licenses = [
     "academic free license (afl)",
     "any-osi",
+    "apache-2.0",
     "apache license 2.0",
     "apache software",
     "apache software, bsd",
@@ -456,6 +457,7 @@ authorized_licenses = [
     "isc license (iscl)",
     "isc license",
     "mit",
+    "mit and psf-2.0",
     "mit-cmu",
     "mozilla public license 2.0 (mpl 2.0)",
     "osi approved",

requirements/base.in

@@ -30,7 +30,7 @@ cryptography>=46.0.7,<47.0.0
 # Security: Snyk - XSS vulnerability in Mako templates
 mako>=1.3.11,<2.0.0
 # Security: CVE-2024-52338 (CRITICAL) - Deserialization of untrusted data in IPC/Parquet readers
-pyarrow>=20.0.0,<21.0.0
+pyarrow>=24.0.0,<25.0.0
 # Security: CVE-2026-27459 - pyopenssl certificate validation
 pyopenssl>=26.0.0,<27.0.0
 # Security: CVE-2026-25645 (MEDIUM) - Insecure Temporary File

requirements/base.txt

@@ -50,7 +50,7 @@ cattrs==25.1.1
     # via requests-cache
 celery==5.5.2
     # via apache-superset (pyproject.toml)
-certifi==2025.6.15
+certifi==2026.5.20
     # via
     #   requests
     #   selenium
@@ -161,7 +161,7 @@ geopy==2.4.1
     # via apache-superset (pyproject.toml)
 google-auth==2.43.0
     # via shillelagh
-greenlet==3.1.1
+greenlet==3.5.0
     # via
     #   apache-superset (pyproject.toml)
     #   shillelagh
@@ -194,7 +194,7 @@ jinja2==3.1.6
     # via
     #   flask
     #   flask-babel
-jsonpath-ng==1.7.0
+jsonpath-ng==1.8.0
     # via apache-superset (pyproject.toml)
 jsonschema==4.23.0
     # via
@@ -286,15 +286,13 @@ pillow==12.2.0
     # via apache-superset (pyproject.toml)
 platformdirs==4.3.8
     # via requests-cache
-ply==3.11
-    # via jsonpath-ng
 polyline==2.0.2
     # via apache-superset (pyproject.toml)
 prison==0.2.1
     # via flask-appbuilder
 prompt-toolkit==3.0.51
     # via click-repl
-pyarrow==20.0.0
+pyarrow==24.0.0
     # via
     #   -r requirements/base.in
     #   apache-superset (pyproject.toml)
@@ -380,7 +378,7 @@ rpds-py==0.25.0
     #   referencing
 rsa==4.9.1
     # via google-auth
-selenium==4.32.0
+selenium==4.44.0
     # via apache-superset (pyproject.toml)
 setuptools==80.9.0
     # via -r requirements/base.in
@@ -423,7 +421,7 @@ sshtunnel==0.4.0
     # via apache-superset (pyproject.toml)
 tabulate==0.10.0
     # via apache-superset (pyproject.toml)
-trio==0.30.0
+trio==0.33.0
     # via
     #   selenium
     #   trio-websocket
@@ -480,7 +478,7 @@ wrapt==1.17.2
     # via deprecated
 wsproto==1.2.0
     # via trio-websocket
-wtforms==3.2.1
+wtforms==3.2.2
     # via
     #   apache-superset (pyproject.toml)
     #   flask-appbuilder
@@ -490,7 +488,7 @@ wtforms-json==0.3.5
     # via apache-superset (pyproject.toml)
 xlrd==2.0.1
     # via pandas
-xlsxwriter==3.0.9
+xlsxwriter==3.2.9
     # via
     #   apache-superset (pyproject.toml)
     #   pandas

requirements/development.txt

@@ -112,7 +112,7 @@ celery==5.5.2
     # via
     #   -c requirements/base-constraint.txt
     #   apache-superset
-certifi==2025.6.15
+certifi==2026.5.20
     # via
     #   -c requirements/base-constraint.txt
     #   httpcore
@@ -331,7 +331,7 @@ geopy==2.4.1
     # via
     #   -c requirements/base-constraint.txt
     #   apache-superset
-gevent==24.2.1
+gevent==26.4.0
     # via apache-superset
 google-api-core==2.23.0
     # via
@@ -373,7 +373,7 @@ googleapis-common-protos==1.66.0
     # via
     #   google-api-core
     #   grpcio-status
-greenlet==3.1.1
+greenlet==3.5.0
     # via
     #   -c requirements/base-constraint.txt
     #   apache-superset
@@ -471,7 +471,7 @@ jmespath==1.1.0
     # via
     #   boto3
     #   botocore
-jsonpath-ng==1.7.0
+jsonpath-ng==1.8.0
     # via
     #   -c requirements/base-constraint.txt
     #   apache-superset
@@ -674,10 +674,6 @@ platformdirs==4.3.8
     #   virtualenv
 pluggy==1.5.0
     # via pytest
-ply==3.11
-    # via
-    #   -c requirements/base-constraint.txt
-    #   jsonpath-ng
 polib==1.2.0
     # via apache-superset
 polyline==2.0.2
@@ -715,7 +711,7 @@ psycopg2-binary==2.9.12
     # via apache-superset
 py-key-value-aio==0.4.4
     # via fastmcp
-pyarrow==20.0.0
+pyarrow==24.0.0
     # via
     #   -c requirements/base-constraint.txt
     #   apache-superset
@@ -768,7 +764,7 @@ pygments==2.20.0
     #   rich
 pyhive==0.7.0
     # via apache-superset
-pyinstrument==4.4.0
+pyinstrument==5.1.2
     # via apache-superset
 pyjwt==2.12.0
     # via
@@ -838,7 +834,7 @@ python-dotenv==1.2.2
     #   apache-superset
     #   fastmcp
     #   pydantic-settings
-python-ldap==3.4.5
+python-ldap==3.4.7
     # via apache-superset
 python-multipart==0.0.29
     # via mcp
@@ -925,7 +921,7 @@ s3transfer==0.16.0
     # via boto3
 secretstorage==3.5.0
     # via keyring
-selenium==4.32.0
+selenium==4.44.0
     # via
     #   -c requirements/base-constraint.txt
     #   apache-superset
@@ -1023,7 +1019,7 @@ tqdm==4.67.1
     #   prophet
 trino==0.330.0
     # via apache-superset
-trio==0.30.0
+trio==0.33.0
     # via
     #   -c requirements/base-constraint.txt
     #   selenium
@@ -1125,7 +1121,7 @@ wsproto==1.2.0
     # via
     #   -c requirements/base-constraint.txt
     #   trio-websocket
-wtforms==3.2.1
+wtforms==3.2.2
     # via
     #   -c requirements/base-constraint.txt
     #   apache-superset
@@ -1140,7 +1136,7 @@ xlrd==2.0.1
     # via
     #   -c requirements/base-constraint.txt
     #   pandas
-xlsxwriter==3.0.9
+xlsxwriter==3.2.9
     # via
     #   -c requirements/base-constraint.txt
     #   apache-superset

scripts/translations/babel_update.sh

@@ -55,10 +55,21 @@ msgcat --sort-by-msgid --no-wrap --no-location superset/translations/messages.po
 cat $LICENSE_TMP superset/translations/messages.pot > messages.pot.tmp \
   && mv messages.pot.tmp superset/translations/messages.pot
 
+# --no-fuzzy-matching: when a *new* source string is added, Babel's fuzzy
+# matcher otherwise guesses a "close" existing translation and marks it
+# `#, fuzzy` in every language catalog. Those guesses are (a) usually wrong
+# (e.g. a new "valuename" string mapped onto an unrelated "table name"
+# translation) and (b) counted by check_translation_regression.py as a
+# regression, so every PR that merely adds a translatable string failed the
+# babel-extract check. Disabling fuzzy matching means new strings land as
+# cleanly untranslated (empty msgstr) instead — accurate, and no spurious
+# regression. Renames likewise drop the stale translation rather than
+# stranding a wrong guess; the string is re-translated by the community.
 pybabel update \
   -i superset/translations/messages.pot \
   -d superset/translations \
-  --ignore-obsolete
+  --ignore-obsolete \
+  --no-fuzzy-matching
 
 # Chop off last blankline from po/pot files, see https://github.com/python-babel/babel/issues/799
 for file in $( find superset/translations/** );

scripts/translations/check_translation_regression.py

@@ -18,14 +18,32 @@
 """
 Check that source-code changes don't cause translation regressions.
 
+What counts as a regression
+---------------------------
+A regression is an *existing translation that a source change invalidated*.
+The check keys on the **increase in fuzzy entries** rather than a drop in the
+translated count, because a count drop happens identically for a benign
+*deletion* and a real *rename*, so it cannot distinguish the two — whereas a
+``#, fuzzy`` marker unambiguously flags a stranded translation.
+
+Note ``babel_update.sh`` runs ``pybabel update`` with ``--no-fuzzy-matching``,
+so *adding* (or renaming) a source string does **not** auto-generate a fuzzy
+guess against an unrelated existing translation — new strings land as cleanly
+untranslated (empty ``msgstr``). This deliberately avoids the prior behaviour
+where *every* PR that merely added a translatable string tripped this check on
+spurious fuzzies. As a result the check now guards against ``#, fuzzy`` entries
+that arrive another way — e.g. a committed ``.po`` edit — rather than ones the
+update step synthesises. *Deleting* a string is still not a regression: with
+``--ignore-obsolete`` it is simply dropped and no fuzzy is created.
+
 Usage
 -----
-Count non-fuzzy translated entries in all .po files and write JSON to stdout:
+Count translated + fuzzy entries in all .po files and write JSON to stdout:
 
     python check_translation_regression.py --count
 
 Compare the current .po state against a previously-recorded baseline and fail
-if any language lost translations:
+if a source change invalidated existing translations (new fuzzies):
 
     python check_translation_regression.py --compare /path/to/before.json
 
@@ -44,13 +62,14 @@ Typical CI workflow
 1. Create a base-branch worktree alongside the PR worktree
 2. Run babel_update.sh in the base worktree (extract from BASE source)
 3. Record baseline:  python ... --count --translations-dir BASE_TREE > before.json
-4. Run babel_update.sh in the PR worktree (extract from PR source) starting
-   from the same pristine BASE translations
+4. Run babel_update.sh in the PR worktree (extract from PR source and keep
+   any committed PR .po updates)
 5. Compare:  python ... --compare before.json [--report report.md]
 
-Comparing two babel_update outputs that started from the same BASE .po files
-isolates regressions caused by the PR's source diff from any pre-existing
-drift on the base branch.
+Running babel_update on the base branch first isolates regressions caused by
+the PR's source diff from any pre-existing drift on the base branch, while the
+PR worktree run still allows committed .po updates to resolve the fuzzies (and
+thus clear the regression) before merging.
 """
 
 import argparse
@@ -70,8 +89,13 @@ DEFAULT_TRANSLATIONS_DIR = (
 SKIP_LANGS = {"en"}
 
 
-def count_translated(po_file: Path) -> int:
-    """Return the number of non-fuzzy translated messages in a .po file.
+def count_stats(po_file: Path) -> dict[str, int]:
+    """Return ``{"translated": int, "fuzzy": int}`` for a .po file.
+
+    ``translated`` is the number of non-fuzzy translated messages; ``fuzzy`` is
+    the number of fuzzy translations. The fuzzy count is what the regression
+    check keys on — a source rename invalidates an existing translation by
+    making it fuzzy, whereas a deletion simply drops it (``--ignore-obsolete``).
 
     Raises:
         subprocess.CalledProcessError: if ``msgfmt`` fails (e.g. malformed
@@ -89,29 +113,50 @@ def count_translated(po_file: Path) -> int:
         check=True,
     )
     # stderr: "123 translated messages, 4 fuzzy translations, 56 untranslated messages."
-    match = re.search(r"(\d+) translated message", result.stderr)
-    if not match:
+    # The fuzzy and untranslated clauses are omitted by msgfmt when they are 0.
+    translated_match = re.search(r"(\d+) translated message", result.stderr)
+    if not translated_match:
         raise RuntimeError(
             f"Could not parse msgfmt --statistics output for {po_file}: "
             f"{result.stderr!r}"
         )
-    return int(match.group(1))
+    fuzzy_match = re.search(r"(\d+) fuzzy translation", result.stderr)
+    return {
+        "translated": int(translated_match.group(1)),
+        "fuzzy": int(fuzzy_match.group(1)) if fuzzy_match else 0,
+    }
 
 
-def get_counts(translations_dir: Path) -> dict[str, int]:
-    counts: dict[str, int] = {}
+def get_counts(
+    translations_dir: Path,
+    failures: Optional[set[str]] = None,
+) -> dict[str, dict[str, int]]:
+    """Count translated/fuzzy entries for every ``.po`` file in a directory.
+
+    If ``failures`` is provided, the name of each language whose ``.po`` file
+    is present on disk but could not be counted (msgfmt non-zero exit, or
+    unparseable output) is added to it. Such a language is deliberately absent
+    from the returned mapping — but, unlike a language whose catalog was simply
+    deleted, it must not be mistaken for an intentional removal: a caller that
+    cares about the distinction (see :func:`cmd_compare`) can inspect
+    ``failures`` and treat it as a hard error.
+    """
+    counts: dict[str, dict[str, int]] = {}
     for po_file in sorted(translations_dir.glob("*/LC_MESSAGES/messages.po")):
         lang = po_file.parent.parent.name
         if lang in SKIP_LANGS:
             continue
         try:
-            counts[lang] = count_translated(po_file)
+            counts[lang] = count_stats(po_file)
         except (subprocess.CalledProcessError, RuntimeError) as exc:
             # A malformed .po file (msgfmt non-zero exit, or stderr we
             # can't parse) is a real problem worth seeing, but it shouldn't
             # take the whole regression check down with it — that would
-            # hide every other language's status. Skip and warn instead;
-            # the missing lang will not appear in the comparison output.
+            # hide every other language's status. Skip and warn here; the
+            # caller is told which langs failed via ``failures`` so it can
+            # decide whether a present-but-uncountable catalog is fatal.
+            if failures is not None:
+                failures.add(lang)
             print(
                 f"WARNING: skipping {lang} — {po_file} could not be counted: {exc}",
                 file=sys.stderr,
@@ -119,18 +164,42 @@ def get_counts(translations_dir: Path) -> dict[str, int]:
     return counts
 
 
+def _normalize(entry: object) -> dict[str, int]:
+    """Coerce a baseline entry into ``{"translated", "fuzzy"}``.
+
+    Tolerates the legacy baseline format where each language mapped directly to
+    an integer translated count (no fuzzy data); such entries contribute a
+    fuzzy baseline of 0.
+    """
+    if isinstance(entry, dict):
+        return {
+            "translated": int(entry.get("translated", 0)),
+            "fuzzy": int(entry.get("fuzzy", 0)),
+        }
+    if isinstance(entry, int):
+        return {"translated": entry, "fuzzy": 0}
+    raise TypeError(f"Unsupported baseline entry: {entry!r}")
+
+
 def build_regression_report(regressions: list[tuple[str, int, int]]) -> str:
-    """Build a markdown report for posting as a PR comment."""
+    """Build a markdown report for posting as a PR comment.
+
+    Each regression tuple is ``(lang, before_fuzzy, after_fuzzy)``.
+    """
     rows = "\n".join(
-        f"| `{lang}` | {b} | {a} | -{b - a} |" for lang, b, a in regressions
+        f"| `{lang}` | {b} | {a} | +{a - b} |" for lang, b, a in regressions
     )
     affected = ", ".join(f"`{lang}`" for lang, _, _ in regressions)
     return (
         "## ⚠️ Translation Regression Detected\n\n"
-        f"This PR causes existing translations to become fuzzy or be removed "
-        f"in {affected}. Please fix the affected `.po` files before merging.\n\n"
-        "| Language | Before | After | Lost |\n"
-        "|----------|-------:|------:|-----:|\n"
+        f"A source change in this PR renamed or reworded strings, invalidating "
+        f"existing translations (they are now `#, fuzzy`) in {affected}. Please "
+        f"resolve the affected `.po` files before merging.\n\n"
+        "_Note: intentionally **deleting** a translatable string is not a "
+        "regression and is not flagged here — only translations invalidated by "
+        "a renamed/reworded source string are._\n\n"
+        "| Language | Fuzzy before | Fuzzy after | New |\n"
+        "|----------|-------------:|------------:|----:|\n"
         f"{rows}\n\n"
         "### How to fix\n\n"
         "**1. Install dependencies** (if not already set up):\n\n"
@@ -168,26 +237,49 @@ def cmd_compare(
     report_path: Optional[str] = None,
 ) -> None:
     with open(before_path) as f:
-        before: dict[str, int] = json.load(f)
+        before_raw: dict[str, object] = json.load(f)
+    before = {lang: _normalize(entry) for lang, entry in before_raw.items()}
 
-    after = get_counts(translations_dir)
+    failures: set[str] = set()
+    after = get_counts(translations_dir, failures=failures)
 
+    # A baseline language whose catalog is *missing* from `after` is fine —
+    # that's an intentional catalog deletion (handled below like any other
+    # deletion). But a language whose .po file is still present yet could not
+    # be counted (msgfmt failed / output unparseable) is a hard error: leaving
+    # it out silently would let a corrupt catalog pass as "no regression".
+    broken = sorted(lang for lang in failures if lang in before)
+    if broken:
+        print("Translation check failed!\n")
+        for lang in broken:
+            print(f"  {lang}: catalog present but could not be counted (msgfmt error)")
+        print(
+            "\nFix the malformed .po file(s) above before merging — a catalog "
+            "that cannot be parsed must not be silently dropped."
+        )
+        sys.exit(1)
+
+    # A regression is an *increase* in fuzzy entries: the PR's source diff
+    # renamed/reworded strings, leaving their committed translations stranded.
+    # A plain drop in the translated count is NOT used — deleting a string
+    # lowers it identically to a rename but is a legitimate change, and with
+    # `pybabel update --ignore-obsolete` a deletion creates no fuzzy entry.
     regressions: list[tuple[str, int, int]] = []
-    for lang, before_count in sorted(before.items()):
-        after_count = after.get(lang, 0)
-        if after_count < before_count:
-            regressions.append((lang, before_count, after_count))
+    for lang, before_stats in sorted(before.items()):
+        after_stats = after.get(lang, {"translated": 0, "fuzzy": 0})
+        if after_stats["fuzzy"] > before_stats["fuzzy"]:
+            regressions.append((lang, before_stats["fuzzy"], after_stats["fuzzy"]))
 
     if regressions:
         print("Translation regression detected!\n")
         for lang, b, a in regressions:
-            lost = b - a
-            print(f"  {lang}: {b} -> {a}  (-{lost} string(s) became fuzzy or removed)")
+            print(
+                f"  {lang}: {a - b} translation(s) invalidated "
+                f"(fuzzy {b} -> {a}) by a renamed/reworded source string"
+            )
         print(
-            "\nStrings renamed or deleted by this PR invalidated existing translations."
-        )
-        print(
-            "Update the affected .po files to restore the lost entries before merging."
+            "\nResolve the newly-fuzzy entries in the affected .po files "
+            "before merging."
         )
         if report_path:
             Path(report_path).write_text(
@@ -198,15 +290,15 @@ def cmd_compare(
     # All good — print a summary so it's easy to read in CI logs.
     print("No translation regressions.\n")
     for lang in sorted(after):
-        b = before.get(lang, 0)
-        a = after[lang]
-        if a > b:
-            delta = f"+{a - b}"
-        elif a == b:
-            delta = "no change"
-        else:
-            delta = f"-{b - a}"
-        print(f"  {lang}: {b} -> {a}  ({delta})")
+        before_stats = before.get(lang, {"translated": 0, "fuzzy": 0})
+        after_stats = after[lang]
+        t_delta = after_stats["translated"] - before_stats["translated"]
+        f_delta = after_stats["fuzzy"] - before_stats["fuzzy"]
+        print(
+            f"  {lang}: translated {before_stats['translated']} -> "
+            f"{after_stats['translated']} ({t_delta:+d}), fuzzy "
+            f"{before_stats['fuzzy']} -> {after_stats['fuzzy']} ({f_delta:+d})"
+        )
 
 
 def main() -> None:

scripts/uv-pip-compile.sh

@@ -31,11 +31,32 @@ if [ -z "$RUNNING_IN_DOCKER" ]; then
 
   echo "Running in Docker (Python ${PYTHON_VERSION} on Linux)..."
 
+  IMAGE="python:${PYTHON_VERSION}-slim"
+
+  # Pre-pull the image with a few retries to absorb transient Docker Hub
+  # registry failures ("context deadline exceeded" / anonymous rate-limit blips
+  # on shared CI runners). Without this a flaky pull fails the whole
+  # check-python-deps job on an infrastructure hiccup rather than a real
+  # dependency drift. The pull is in the `until` condition so `set -e` does not
+  # abort on an individual failed attempt.
+  attempt=1
+  max_attempts=4
+  until docker pull "$IMAGE"; do
+    if [ "$attempt" -ge "$max_attempts" ]; then
+      echo "docker pull $IMAGE failed after ${max_attempts} attempts" >&2
+      exit 1
+    fi
+    delay=$((attempt * 10))
+    echo "docker pull $IMAGE failed (attempt ${attempt}/${max_attempts}); retrying in ${delay}s..." >&2
+    sleep "$delay"
+    attempt=$((attempt + 1))
+  done
+
   docker run --rm \
     -v "$(pwd)":/app \
     -w /app \
     -e RUNNING_IN_DOCKER=1 \
-    python:${PYTHON_VERSION}-slim \
+    "$IMAGE" \
     bash -c "pip install uv && ./scripts/uv-pip-compile.sh $*"
 
   exit $?

superset-embedded-sdk/README.md

@@ -29,8 +29,8 @@ Embedding is done by inserting an iframe, containing a Superset page, into the h
 
 ## Prerequisites
 
-* Activate the feature flag `EMBEDDED_SUPERSET`
-* Set a strong password in configuration variable `GUEST_TOKEN_JWT_SECRET` (see configuration file config.py). Be aware that its default value must be changed in production.
+- Activate the feature flag `EMBEDDED_SUPERSET`
+- Set a strong password in configuration variable `GUEST_TOKEN_JWT_SECRET` (see configuration file config.py). Be aware that its default value must be changed in production.
 
 ## Embedding a Dashboard
 
@@ -41,32 +41,37 @@ npm install --save @superset-ui/embedded-sdk
 ```
 
 ```js
-import { embedDashboard } from "@superset-ui/embedded-sdk";
+import { embedDashboard } from '@superset-ui/embedded-sdk';
 
 embedDashboard({
-  id: "abc123", // given by the Superset embedding UI
-  supersetDomain: "https://superset.example.com",
-  mountPoint: document.getElementById("my-superset-container"), // any html element that can contain an iframe
+  id: 'abc123', // given by the Superset embedding UI
+  supersetDomain: 'https://superset.example.com',
+  mountPoint: document.getElementById('my-superset-container'), // any html element that can contain an iframe
   fetchGuestToken: () => fetchGuestTokenFromBackend(),
-  dashboardUiConfig: { // dashboard UI config: hideTitle, hideTab, hideChartControls, filters.visible, filters.expanded (optional), urlParams (optional)
-      hideTitle: true,
-      filters: {
-          expanded: true,
-      },
-      urlParams: {
-          foo: 'value1',
-          bar: 'value2',
-          // ...
-      }
+  dashboardUiConfig: {
+    // dashboard UI config: hideTitle, hideTab, hideChartControls, filters.visible, filters.expanded (optional), urlParams (optional)
+    hideTitle: true,
+    filters: {
+      expanded: true,
+    },
+    urlParams: {
+      foo: 'value1',
+      bar: 'value2',
+      // themeMode: 'dark', // set the initial theme: 'dark' | 'system' | 'default' (default: 'default')
+      // ...
+    },
   },
   // optional additional iframe sandbox attributes
-  iframeSandboxExtras: ['allow-top-navigation', 'allow-popups-to-escape-sandbox'],
+  iframeSandboxExtras: [
+    'allow-top-navigation',
+    'allow-popups-to-escape-sandbox',
+  ],
   // optional Permissions Policy features
   iframeAllowExtras: ['clipboard-write', 'fullscreen'],
   // optional config to enforce a particular referrerPolicy
-  referrerPolicy: "same-origin",
+  referrerPolicy: 'same-origin',
   // optional callback to customize permalink URLs
-  resolvePermalinkUrl: ({ key }) => `https://my-app.com/analytics/share/${key}`
+  resolvePermalinkUrl: ({ key }) => `https://my-app.com/analytics/share/${key}`,
 });
 ```
 
@@ -97,7 +102,7 @@ Guest tokens can have Row Level Security rules which filter data for the user ca
 
 The agent making the `POST` request must be authenticated with the `can_grant_guest_token` permission.
 
-Within your app, using the Guest Token will then allow authentication to your Superset instance via creating an Anonymous user object.  This guest anonymous user will default to the public role as per this setting `GUEST_ROLE_NAME = "Public"`.
+Within your app, using the Guest Token will then allow authentication to your Superset instance via creating an Anonymous user object. This guest anonymous user will default to the public role as per this setting `GUEST_ROLE_NAME = "Public"`.
 
 The user parameters in the example below are optional and are provided as a means of passing user attributes that may be accessed in jinja templates inside your charts.
 
@@ -110,13 +115,13 @@ Example `POST /security/guest_token` payload:
     "first_name": "Stan",
     "last_name": "Lee"
   },
-  "resources": [{
-    "type": "dashboard",
-    "id": "abc123"
-  }],
-  "rls": [
-    { "clause": "publisher = 'Nintendo'" }
-  ]
+  "resources": [
+    {
+      "type": "dashboard",
+      "id": "abc123"
+    }
+  ],
+  "rls": [{ "clause": "publisher = 'Nintendo'" }]
 }
 ```
 
@@ -152,15 +157,43 @@ In this example, the configuration file includes the following setting:
 GUEST_TOKEN_JWT_AUDIENCE="superset"
 ```
 
+### Setting the Initial Theme Mode
+
+Use the `themeMode` URL parameter to control the embedded dashboard's initial colour scheme:
+
+```js
+embedDashboard({
+  id: 'abc123',
+  supersetDomain: 'https://superset.example.com',
+  mountPoint: document.getElementById('my-superset-container'),
+  fetchGuestToken: () => fetchGuestTokenFromBackend(),
+  dashboardUiConfig: {
+    urlParams: {
+      themeMode: 'dark', // 'dark' | 'system' | 'default' (default: 'default')
+    },
+  },
+});
+```
+
+The supported values are:
+
+| Value     | Behaviour                                                 |
+| --------- | --------------------------------------------------------- |
+| `default` | Light theme (Superset default)                            |
+| `dark`    | Dark theme                                                |
+| `system`  | Follows the user's OS preference (`prefers-color-scheme`) |
+
+The theme can also be changed at runtime via `embeddedDashboard.setThemeMode(mode)`.
 
 ### Sandbox iframe
 
 The Embedded SDK creates an iframe with [sandbox](https://developer.mozilla.org/es/docs/Web/HTML/Element/iframe#sandbox) mode by default
 which applies certain restrictions to the iframe's content.
 To pass additional sandbox attributes you can use `iframeSandboxExtras`:
+
 ```js
-  // optional additional iframe sandbox attributes
-  iframeSandboxExtras: ['allow-top-navigation', 'allow-popups-to-escape-sandbox']
+// optional additional iframe sandbox attributes
+iframeSandboxExtras: ['allow-top-navigation', 'allow-popups-to-escape-sandbox'];
 ```
 
 ### Permissions Policy
@@ -168,11 +201,12 @@ To pass additional sandbox attributes you can use `iframeSandboxExtras`:
 To enable specific browser features within the embedded iframe, use `iframeAllowExtras` to set the iframe's [Permissions Policy](https://developer.mozilla.org/en-US/docs/Web/HTTP/Permissions_Policy) (the `allow` attribute):
 
 ```js
-  // optional Permissions Policy features
-  iframeAllowExtras: ['clipboard-write', 'fullscreen']
+// optional Permissions Policy features
+iframeAllowExtras: ['clipboard-write', 'fullscreen'];
 ```
 
 Common permissions you might need:
+
 - `clipboard-write` - Required for "Copy permalink to clipboard" functionality
 - `fullscreen` - Required for fullscreen chart viewing
 - `camera`, `microphone` - If your dashboards include media capture features
@@ -191,16 +225,16 @@ When users click share buttons inside an embedded dashboard, Superset generates
 
 ```js
 embedDashboard({
-  id: "abc123",
-  supersetDomain: "https://superset.example.com",
-  mountPoint: document.getElementById("my-superset-container"),
+  id: 'abc123',
+  supersetDomain: 'https://superset.example.com',
+  mountPoint: document.getElementById('my-superset-container'),
   fetchGuestToken: () => fetchGuestTokenFromBackend(),
 
   // Customize permalink URLs
   resolvePermalinkUrl: ({ key }) => {
     // key: the permalink key (e.g., "xyz789")
     return `https://my-app.com/analytics/share/${key}`;
-  }
+  },
 });
 ```
 
@@ -211,15 +245,15 @@ To restore the dashboard state from a permalink in your app:
 const permalinkKey = routeParams.key;
 
 embedDashboard({
-  id: "abc123",
-  supersetDomain: "https://superset.example.com",
-  mountPoint: document.getElementById("my-superset-container"),
+  id: 'abc123',
+  supersetDomain: 'https://superset.example.com',
+  mountPoint: document.getElementById('my-superset-container'),
   fetchGuestToken: () => fetchGuestTokenFromBackend(),
   resolvePermalinkUrl: ({ key }) => `https://my-app.com/analytics/share/${key}`,
   dashboardUiConfig: {
     urlParams: {
-      permalink_key: permalinkKey,  // Restores filters, tabs, chart states, and scrolls to anchor
-    }
-  }
+      permalink_key: permalinkKey, // Restores filters, tabs, chart states, and scrolls to anchor
+    },
+  },
 });
 ```

superset-embedded-sdk/src/guestTokenRefresh.test.ts

@@ -22,6 +22,7 @@ import {
   getGuestTokenRefreshTiming,
   MIN_REFRESH_WAIT_MS,
   DEFAULT_TOKEN_EXP_MS,
+  DEFAULT_TOKEN_REFRESH_RETRY_MS,
 } from "./guestTokenRefresh";
 
 describe("guest token refresh", () => {
@@ -93,4 +94,11 @@ describe("guest token refresh", () => {
     expect(timing).toBeGreaterThan(MIN_REFRESH_WAIT_MS);
     expect(timing).toBe(DEFAULT_TOKEN_EXP_MS - REFRESH_TIMING_BUFFER_MS);
   });
+
+  it("exposes a positive retry delay for failed token refreshes", () => {
+    // The refresh loop reschedules itself after this delay when a fetch
+    // fails or times out, so it must be a sane positive value.
+    expect(DEFAULT_TOKEN_REFRESH_RETRY_MS).toBe(10000);
+    expect(DEFAULT_TOKEN_REFRESH_RETRY_MS).toBeGreaterThan(0);
+  });
 });

superset-embedded-sdk/src/guestTokenRefresh.ts

@@ -21,6 +21,7 @@ import { jwtDecode } from "jwt-decode";
 export const REFRESH_TIMING_BUFFER_MS = 5000 // refresh guest token early to avoid failed superset requests
 export const MIN_REFRESH_WAIT_MS = 10000 // avoid blasting requests as fast as the cpu can handle
 export const DEFAULT_TOKEN_EXP_MS = 300000 // (5 min) used only when parsing guest token exp fails
+export const DEFAULT_TOKEN_REFRESH_RETRY_MS = 10000 // wait before retrying a failed/timed-out token refresh
 
 // when do we refresh the guest token?
 export function getGuestTokenRefreshTiming(currentGuestToken: string) {

superset-embedded-sdk/src/index.ts

@@ -24,7 +24,11 @@ import {
 
 // We can swap this out for the actual switchboard package once it gets published
 import { Switchboard } from '@superset-ui/switchboard';
-import { getGuestTokenRefreshTiming } from './guestTokenRefresh';
+import {
+  getGuestTokenRefreshTiming,
+  DEFAULT_TOKEN_REFRESH_RETRY_MS,
+} from './guestTokenRefresh';
+import { withTimeout } from './withTimeout';
 
 /**
  * The function to fetch a guest token from your Host App's backend server.
@@ -49,6 +53,9 @@ export type UiConfigType = {
   showRowLimitWarning?: boolean;
 };
 
+/** Default per-call timeout (ms) applied to the host `fetchGuestToken` callback. */
+const DEFAULT_GUEST_TOKEN_FETCH_TIMEOUT_MS = 30_000;
+
 export type EmbedDashboardParams = {
   /** The id provided by the embed configuration UI in Superset */
   id: string;
@@ -73,6 +80,10 @@ export type EmbedDashboardParams = {
   /** Callback to resolve permalink URLs. If provided, this will be called when generating permalinks
    * to allow the host app to customize the URL. If not provided, Superset's default URL is used. */
   resolvePermalinkUrl?: ResolvePermalinkUrlFn;
+  /** Timeout, in milliseconds, applied to each `fetchGuestToken` call so a host
+   * callback that never resolves cannot hang the embed/refresh cycle. Defaults
+   * to 30000ms. Set to 0 to disable the timeout. */
+  guestTokenFetchTimeoutMs?: number;
 };
 
 export type Size = {
@@ -127,6 +138,7 @@ export async function embedDashboard({
   iframeAllowExtras = [],
   referrerPolicy,
   resolvePermalinkUrl,
+  guestTokenFetchTimeoutMs = DEFAULT_GUEST_TOKEN_FETCH_TIMEOUT_MS,
 }: EmbedDashboardParams): Promise<EmbeddedDashboard> {
   function log(...info: unknown[]) {
     if (debug) {
@@ -134,6 +146,16 @@ export async function embedDashboard({
     }
   }
 
+  // Wrap the host-provided fetchGuestToken so a callback that never settles
+  // cannot hang the initial embed or a later refresh cycle.
+  function fetchGuestTokenWithTimeout(): Promise<string> {
+    return withTimeout(
+      fetchGuestToken(),
+      guestTokenFetchTimeoutMs,
+      'fetchGuestToken',
+    );
+  }
+
   log('embedding');
 
   if (supersetDomain.endsWith('/')) {
@@ -247,21 +269,57 @@ export async function embedDashboard({
     });
   }
 
-  const [guestToken, ourPort]: [string, Switchboard] = await Promise.all([
-    fetchGuestToken(),
-    mountIframe(),
-  ]);
+  let guestToken: string;
+  let ourPort: Switchboard;
+  try {
+    [guestToken, ourPort] = await Promise.all([
+      fetchGuestTokenWithTimeout(),
+      mountIframe(),
+    ]);
+  } catch (err) {
+    // If the initial token fetch (or timeout) rejects after the iframe has
+    // already been mounted, tear down the partially initialized iframe so the
+    // host isn't left with an orphaned embedded dashboard before rethrowing.
+    //@ts-ignore
+    mountPoint.replaceChildren();
+    throw err;
+  }
 
   ourPort.emit('guestToken', { guestToken });
   log('sent guest token');
 
+  // Track the pending refresh timer so it can be cancelled on unmount, and
+  // stop the cycle once unmounted so it cannot leak across mount/unmount cycles.
+  let refreshTimer: ReturnType<typeof setTimeout> | undefined;
+  let unmounted = false;
+
   async function refreshGuestToken() {
-    const newGuestToken = await fetchGuestToken();
-    ourPort.emit('guestToken', { guestToken: newGuestToken });
-    setTimeout(refreshGuestToken, getGuestTokenRefreshTiming(newGuestToken));
+    if (unmounted) return;
+    try {
+      const newGuestToken = await fetchGuestTokenWithTimeout();
+      if (unmounted) return;
+      ourPort.emit('guestToken', { guestToken: newGuestToken });
+      refreshTimer = setTimeout(
+        refreshGuestToken,
+        getGuestTokenRefreshTiming(newGuestToken),
+      );
+    } catch (err) {
+      // A transient fetch failure or timeout must not permanently stop the
+      // refresh cycle. Log it and retry so the session can recover once the
+      // host callback succeeds again.
+      log('failed to refresh guest token, will retry:', err);
+      if (unmounted) return;
+      refreshTimer = setTimeout(
+        refreshGuestToken,
+        DEFAULT_TOKEN_REFRESH_RETRY_MS,
+      );
+    }
   }
 
-  setTimeout(refreshGuestToken, getGuestTokenRefreshTiming(guestToken));
+  refreshTimer = setTimeout(
+    refreshGuestToken,
+    getGuestTokenRefreshTiming(guestToken),
+  );
 
   // Register the resolvePermalinkUrl method for the iframe to call
   // Returns null if no callback provided or on error, allowing iframe to use default URL
@@ -283,6 +341,11 @@ export async function embedDashboard({
 
   function unmount() {
     log('unmounting');
+    unmounted = true;
+    if (refreshTimer !== undefined) {
+      clearTimeout(refreshTimer);
+      refreshTimer = undefined;
+    }
     //@ts-ignore
     mountPoint.replaceChildren();
   }

superset-embedded-sdk/src/withTimeout.test.ts

@@ -0,0 +1,39 @@
+/**
+ * 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.
+ */
+
+import { withTimeout } from "./withTimeout";
+
+test("resolves with the value when the promise settles in time", async () => {
+  await expect(withTimeout(Promise.resolve("ok"), 1000, "fetch")).resolves.toBe(
+    "ok"
+  );
+});
+
+test("rejects when the promise does not settle within the timeout", async () => {
+  const never = new Promise<string>(() => {});
+  await expect(withTimeout(never, 10, "fetch")).rejects.toThrow(
+    /fetch did not resolve within 10ms/
+  );
+});
+
+test("passes the promise through unchanged when the timeout is disabled", async () => {
+  await expect(withTimeout(Promise.resolve("ok"), 0, "fetch")).resolves.toBe(
+    "ok"
+  );
+});

superset-embedded-sdk/src/withTimeout.ts

@@ -0,0 +1,43 @@
+/**
+ * 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.
+ */
+
+/**
+ * Rejects if `promise` does not settle within `ms` milliseconds. A non-positive
+ * `ms` disables the timeout and returns the promise unchanged. The timer is
+ * always cleared so it cannot keep the event loop alive.
+ */
+export function withTimeout<T>(
+  promise: Promise<T>,
+  ms: number,
+  label: string,
+): Promise<T> {
+  if (!ms || ms <= 0) {
+    return promise;
+  }
+  let timer: ReturnType<typeof setTimeout>;
+  const timeout = new Promise<never>((_resolve, reject) => {
+    timer = setTimeout(
+      () => reject(new Error(`${label} did not resolve within ${ms}ms`)),
+      ms,
+    );
+  });
+  return Promise.race([promise, timeout]).finally(() =>
+    clearTimeout(timer),
+  ) as Promise<T>;
+}

superset-extensions-cli/src/superset_extensions_cli/cli.py

@@ -226,7 +226,7 @@ def copy_frontend_dist(cwd: Path) -> str:
 def copy_backend_files(cwd: Path) -> None:
     """Copy backend files based on pyproject.toml build configuration (validation already passed)."""
     dist_dir = cwd / "dist"
-    backend_dir = cwd / "backend"
+    backend_dir = (cwd / "backend").resolve()
 
     # Read build config from pyproject.toml
     pyproject = read_toml(backend_dir / "pyproject.toml")
@@ -239,11 +239,31 @@ def copy_backend_files(cwd: Path) -> None:
 
     # Process include patterns
     for pattern in include_patterns:
+        # Include patterns are only meant to select files within the backend
+        # directory. Reject absolute patterns or ones that walk outside it via
+        # parent ("..") components before handing them to glob().
+        pattern_parts = Path(pattern).parts
+        if Path(pattern).is_absolute() or ".." in pattern_parts:
+            raise click.ClickException(
+                f"Invalid include pattern {pattern!r}: patterns must be "
+                "relative to the backend directory and may not contain '..'."
+            )
         for f in backend_dir.glob(pattern):
             if not f.is_file():
                 continue
 
-            # Check exclude patterns
+            # Defense in depth: confirm the matched file resolves to a location
+            # inside the backend directory before copying it into the bundle.
+            resolved = f.resolve()
+            if not resolved.is_relative_to(backend_dir):
+                raise click.ClickException(
+                    f"Refusing to copy {f}: resolved path is outside the "
+                    f"backend directory {backend_dir}."
+                )
+
+            # Use the matched path (not the resolved target) for the bundle
+            # layout and exclude evaluation so symlinked files are staged at
+            # their configured path rather than their symlink target.
             relative_path = f.relative_to(backend_dir)
             should_exclude = any(
                 relative_path.match(excl_pattern) for excl_pattern in exclude_patterns

superset-extensions-cli/tests/test_cli_build.py

@@ -20,6 +20,7 @@ from __future__ import annotations
 import json
 from unittest.mock import Mock, patch
 
+import click
 import pytest
 from superset_extensions_cli.cli import (
     app,
@@ -625,6 +626,155 @@ exclude = []
     )
 
 
+@pytest.mark.unit
+def test_copy_backend_files_supports_legitimate_nested_patterns(isolated_filesystem):
+    """Test copy_backend_files copies deeply nested files via recursive globs."""
+    backend_dir = isolated_filesystem / "backend"
+    nested = backend_dir / "src" / "test_org" / "test_ext" / "deep" / "deeper"
+    nested.mkdir(parents=True)
+    (nested / "module.py").write_text("# nested module")
+
+    pyproject_content = """[project]
+name = "test_org-test_ext"
+version = "1.0.0"
+license = "Apache-2.0"
+
+[tool.apache_superset_extensions.build]
+include = [
+    "src/test_org/test_ext/**/*.py",
+]
+exclude = []
+"""
+    (backend_dir / "pyproject.toml").write_text(pyproject_content)
+
+    extension_data = {
+        "publisher": "test-org",
+        "name": "test-ext",
+        "displayName": "Test Extension",
+        "version": "1.0.0",
+        "permissions": [],
+    }
+    (isolated_filesystem / "extension.json").write_text(json.dumps(extension_data))
+
+    clean_dist(isolated_filesystem)
+    copy_backend_files(isolated_filesystem)
+
+    dist_dir = isolated_filesystem / "dist"
+    assert_file_exists(
+        dist_dir
+        / "backend"
+        / "src"
+        / "test_org"
+        / "test_ext"
+        / "deep"
+        / "deeper"
+        / "module.py"
+    )
+
+
+@pytest.mark.unit
+@pytest.mark.parametrize(
+    "bad_pattern",
+    [
+        "../../.ssh/*",
+        "../config",
+        "src/../../secret.txt",
+        "/etc/passwd",
+    ],
+)
+def test_copy_backend_files_rejects_patterns_escaping_backend_dir(
+    isolated_filesystem, bad_pattern
+):
+    """Test copy_backend_files refuses include patterns that escape backend_dir."""
+    # Create a sensitive file outside the backend directory.
+    (isolated_filesystem / "secret.txt").write_text("SECRET")
+    (isolated_filesystem / "config").write_text("SECRET")
+
+    backend_dir = isolated_filesystem / "backend"
+    backend_src = backend_dir / "src" / "test_org" / "test_ext"
+    backend_src.mkdir(parents=True)
+    (backend_src / "__init__.py").write_text("# init")
+
+    pyproject_content = f"""[project]
+name = "test_org-test_ext"
+version = "1.0.0"
+license = "Apache-2.0"
+
+[tool.apache_superset_extensions.build]
+include = [
+    "{bad_pattern}",
+]
+exclude = []
+"""
+    (backend_dir / "pyproject.toml").write_text(pyproject_content)
+
+    extension_data = {
+        "publisher": "test-org",
+        "name": "test-ext",
+        "displayName": "Test Extension",
+        "version": "1.0.0",
+        "permissions": [],
+    }
+    (isolated_filesystem / "extension.json").write_text(json.dumps(extension_data))
+
+    clean_dist(isolated_filesystem)
+
+    with pytest.raises(click.ClickException):
+        copy_backend_files(isolated_filesystem)
+
+    # Nothing outside the backend directory should have been staged into dist,
+    # including paths reachable via ".." from inside dist/backend.
+    dist_dir = isolated_filesystem / "dist"
+    assert not (dist_dir / "secret.txt").exists()
+    assert not (dist_dir / "config").exists()
+
+
+@pytest.mark.unit
+def test_copy_backend_files_stages_symlink_at_matched_path(isolated_filesystem):
+    """Symlinked files inside backend are staged at the matched path, not the target."""
+    backend_dir = isolated_filesystem / "backend"
+    target_dir = backend_dir / "src" / "common"
+    target_dir.mkdir(parents=True)
+    (target_dir / "module.py").write_text("# shared module")
+
+    link_dir = backend_dir / "src" / "test_org" / "test_ext" / "common"
+    link_dir.mkdir(parents=True)
+    link = link_dir / "module.py"
+    link.symlink_to(target_dir / "module.py")
+
+    pyproject_content = """[project]
+name = "test_org-test_ext"
+version = "1.0.0"
+license = "Apache-2.0"
+
+[tool.apache_superset_extensions.build]
+include = [
+    "src/test_org/test_ext/**/*.py",
+]
+exclude = []
+"""
+    (backend_dir / "pyproject.toml").write_text(pyproject_content)
+
+    extension_data = {
+        "publisher": "test-org",
+        "name": "test-ext",
+        "displayName": "Test Extension",
+        "version": "1.0.0",
+        "permissions": [],
+    }
+    (isolated_filesystem / "extension.json").write_text(json.dumps(extension_data))
+
+    clean_dist(isolated_filesystem)
+    copy_backend_files(isolated_filesystem)
+
+    dist_dir = isolated_filesystem / "dist"
+    # Staged at the configured (symlink) path, not the resolved target path.
+    assert_file_exists(
+        dist_dir / "backend" / "src" / "test_org" / "test_ext" / "common" / "module.py"
+    )
+    assert not (dist_dir / "backend" / "src" / "common" / "module.py").exists()
+
+
 # Removed obsolete tests:
 # - test_copy_backend_files_handles_no_backend_config: This scenario can't happen since copy_backend_files is only called when backend exists
 # - test_copy_backend_files_exits_when_extension_json_missing: Validation catches this before copy_backend_files is called

superset-frontend/.eslintrc.js

@@ -80,7 +80,7 @@ const restrictedImportsRules = {
   'no-jest-mock-console': {
     name: 'jest-mock-console',
     message: 'Please use native Jest spies, i.e. jest.spyOn(console, "warn")',
-  }
+  },
 };
 
 module.exports = {

superset-frontend/.storybook/main.mjs

@@ -1,4 +1,3 @@
-import { dirname, join } from 'path';
 /**
  * Licensed to the Apache Software Foundation (ASF) under one
  * or more contributor license agreements.  See the NOTICE file
@@ -17,8 +16,16 @@ import { dirname, join } from 'path';
  * specific language governing permissions and limitations
  * under the License.
  */
+
+// This file has been automatically migrated to valid ESM format by Storybook.
+import path from 'node:path';
+import { createRequire } from 'node:module';
+import { fileURLToPath } from 'node:url';
 // Superset's webpack.config.js
-const customConfig = require('../webpack.config.js');
+import customConfig from '../webpack.config.js';
+
+const require = createRequire(import.meta.url);
+const __dirname = path.dirname(fileURLToPath(import.meta.url));
 
 // Filter out plugins that shouldn't be included in Storybook's static build
 // ReactRefreshWebpackPlugin adds Fast Refresh code that requires a dev server runtime,
@@ -76,7 +83,7 @@ const disableDevModeInRules = rules =>
     };
   });
 
-module.exports = {
+export default {
   stories: [
     '../src/**/*.stories.tsx',
     '../packages/superset-ui-core/src/**/*.stories.tsx',
@@ -84,11 +91,8 @@ module.exports = {
   ],
 
   addons: [
-    getAbsolutePath('@storybook/addon-essentials'),
-    getAbsolutePath('@storybook/addon-links'),
-    '@mihkeleidast/storybook-addon-source',
-    getAbsolutePath('@storybook/addon-controls'),
-    getAbsolutePath('@storybook/addon-mdx-gfm'),
+    "@storybook/addon-links",
+    "@storybook/addon-docs"
   ],
 
   staticDirs: ['../src/assets/images'],
@@ -105,11 +109,13 @@ module.exports = {
       alias: {
         ...config.resolve?.alias,
         ...customConfig.resolve?.alias,
-        // Fix for Storybook 8.6.x with React 17 - resolve ESM module paths
-        'react-dom/test-utils': require.resolve('react-dom/test-utils'),
         // Shared storybook utilities
-        '@storybook-shared': join(__dirname, 'shared'),
+        '@storybook-shared': path.join(__dirname, 'shared'),
       },
+      fallback: {
+        tty: false,
+        vm: require.resolve('vm-browserify')
+      }
     },
     plugins: [...config.plugins, ...filteredPlugins],
   }),
@@ -119,15 +125,11 @@ module.exports = {
   },
 
   framework: {
-    name: getAbsolutePath('@storybook/react-webpack5'),
+    name: getAbsolutePath("@storybook/react-webpack5"),
     options: {},
-  },
-
-  docs: {
-    autodocs: false,
-  },
+  }
 };
 
 function getAbsolutePath(value) {
-  return dirname(require.resolve(join(value, 'package.json')));
+  return path.dirname(require.resolve(path.join(value, 'package.json')));
 }

superset-frontend/.storybook/preview.jsx

@@ -16,7 +16,6 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-import { withJsx } from '@mihkeleidast/storybook-addon-source';
 import { themeObject, css, exampleThemes } from '@apache-superset/core/theme';
 import { combineReducers, createStore, applyMiddleware, compose } from 'redux';
 import thunk from 'redux-thunk';
@@ -114,9 +113,12 @@ const providerDecorator = Story => (
   </Provider>
 );
 
-export const decorators = [withJsx, themeDecorator, providerDecorator];
+export const decorators = [themeDecorator, providerDecorator];
 
 export const parameters = {
+  docs: {
+    codePanel: true,
+  },
   paddings: {
     values: [
       { name: 'None', value: '0px' },

superset-frontend/.storybook/shared/ResizableChartDemo.tsx

@@ -19,7 +19,7 @@
 
 import { useState, ReactNode, SyntheticEvent } from 'react';
 import { styled } from '@apache-superset/core/theme';
-import type { Decorator } from '@storybook/react';
+import type { Decorator } from '@storybook/react-webpack5';
 import { ResizeCallbackData } from 'react-resizable';
 import ResizablePanel, { Size } from './ResizablePanel';
 

superset-frontend/babel.config.js

@@ -48,6 +48,7 @@ module.exports = {
     '@babel/plugin-syntax-dynamic-import',
     '@babel/plugin-transform-export-namespace-from',
     ['@babel/plugin-transform-class-properties', { loose: true }],
+    '@babel/plugin-transform-class-static-block',
     ['@babel/plugin-transform-optional-chaining', { loose: true }],
     ['@babel/plugin-transform-private-methods', { loose: true }],
     ['@babel/plugin-transform-nullish-coalescing-operator', { loose: true }],

superset-frontend/cypress-base/cypress/e2e/dashboard/actions.test.js

@@ -1,67 +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.
- */
-import { SAMPLE_DASHBOARD_1 } from 'cypress/utils/urls';
-import { interceptFav, interceptUnfav } from './utils';
-
-describe('Dashboard actions', () => {
-  beforeEach(() => {
-    cy.createSampleDashboards([0]);
-    cy.visit(SAMPLE_DASHBOARD_1);
-  });
-  it('should allow to favorite/unfavorite dashboard', () => {
-    interceptFav();
-    interceptUnfav();
-
-    // Find and click StarOutlined (adds to favorites)
-    cy.getBySel('dashboard-header-container')
-      .find("[aria-label='unstarred']")
-      .as('starIconOutlined')
-      .should('exist')
-      .click();
-
-    cy.wait('@select');
-
-    // After clicking, StarFilled should appear
-    cy.getBySel('dashboard-header-container')
-      .find("[aria-label='starred']")
-      .as('starIconFilled')
-      .should('exist');
-
-    // Verify the color of the filled star (gold)
-    cy.get('@starIconFilled')
-      .should('have.css', 'color')
-      .and('eq', 'rgb(252, 199, 0)');
-
-    // Click on StarFilled (removes from favorites)
-    cy.get('@starIconFilled').click();
-
-    cy.wait('@unselect');
-
-    // After clicking, StarOutlined should reappear
-    cy.getBySel('dashboard-header-container')
-      .find("[aria-label='unstarred']")
-      .as('starIconOutlinedAfter')
-      .should('exist');
-
-    // Verify the color of the outlined star (gray)
-    cy.get('@starIconOutlinedAfter')
-      .should('have.css', 'color')
-      .and('eq', 'rgba(0, 0, 0, 0.45)');
-  });
-});

superset-frontend/cypress-base/cypress/e2e/dashboard/utils.ts

@@ -160,18 +160,6 @@ export function interceptLog() {
   cy.intercept('**/superset/log/?explode=events&dashboard_id=*').as('logs');
 }
 
-export function interceptFav() {
-  cy.intercept({ url: `**/api/v1/dashboard/*/favorites/`, method: 'POST' }).as(
-    'select',
-  );
-}
-
-export function interceptUnfav() {
-  cy.intercept({ url: `**/api/v1/dashboard/*/favorites/`, method: 'POST' }).as(
-    'unselect',
-  );
-}
-
 export function interceptDataset() {
   cy.intercept('GET', `**/api/v1/dataset/*`).as('getDataset');
 }

superset-frontend/jest.config.js

@@ -69,7 +69,7 @@ module.exports = {
   ],
   coverageReporters: ['lcov', 'json-summary', 'html', 'text'],
   transformIgnorePatterns: [
-    'node_modules/(?!d3-(array|interpolate|color|time|scale|time-format|format)|internmap|@mapbox/tiny-sdf|remark-gfm|(?!@ngrx|(?!deck.gl)|d3-scale)|markdown-table|micromark-*.|decode-named-character-reference|character-entities|mdast-util-*.|unist-util-*.|ccount|escape-string-regexp|nanoid|uuid|@rjsf/*.|echarts|zrender|fetch-mock|pretty-ms|parse-ms|ol|@babel/runtime|@emotion|cheerio|cheerio/lib|parse5|dom-serializer|entities|htmlparser2|rehype-sanitize|hast-util-sanitize|unified|unist-.*|hast-.*|rehype-.*|remark-.*|mdast-.*|micromark-.*|parse-entities|property-information|space-separated-tokens|comma-separated-tokens|bail|devlop|zwitch|longest-streak|geostyler|geostyler-.*|(?!geostyler)lodash|react-error-boundary|react-json-tree|react-base16-styling|lodash-es|rbush|quickselect|react-diff-viewer-continued)',
+    'node_modules/(?!@formatjs/.*|d3-(array|interpolate|color|time|scale|time-format|format)|internmap|@mapbox/tiny-sdf|remark-gfm|(?!@ngrx|(?!deck.gl)|d3-scale)|markdown-table|micromark-*.|decode-named-character-reference|character-entities|mdast-util-*.|unist-util-*.|ccount|escape-string-regexp|nanoid|uuid|@rjsf/*.|echarts|zrender|fetch-mock|pretty-ms|parse-ms|ol|@babel/runtime|@emotion|cheerio|cheerio/lib|parse5|dom-serializer|entities|htmlparser2|rehype-sanitize|hast-util-sanitize|unified|unist-.*|hast-.*|rehype-.*|remark-.*|mdast-.*|micromark-.*|parse-entities|property-information|space-separated-tokens|comma-separated-tokens|bail|devlop|zwitch|longest-streak|geostyler|geostyler-.*|(?!geostyler)lodash|react-error-boundary|react-json-tree|react-base16-styling|lodash-es|rbush|quickselect|react-diff-viewer-continued|storybook/*.)',
   ],
   preset: 'ts-jest',
   transform: {

superset-frontend/package.json

@@ -82,7 +82,7 @@
     "prune": "rm -rf ./{packages,plugins}/*/{node_modules,lib,esm,tsconfig.tsbuildinfo,package-lock.json} ./.temp_cache",
     "storybook": "cross-env NODE_ENV=development BABEL_ENV=development storybook dev -p 6006",
     "test-storybook": "test-storybook",
-    "test-storybook:ci": "concurrently -k -s first -n \"SB,TEST\" -c \"magenta,blue\" \"npx http-server storybook-static --port 6006 --silent\" \"npx wait-on tcp:127.0.0.1:6006 && npm run test-storybook -- --maxWorkers=2\"",
+    "test-storybook:ci": "concurrently --kill-others --success first --names \"SB,TEST\" --prefix-colors \"magenta,blue\" \"npx http-server storybook-static --port 6006 --silent\" \"npx wait-on tcp:127.0.0.1:6006 && npm run test-storybook -- --maxWorkers=2\"",
     "tdd": "cross-env NODE_ENV=test NODE_OPTIONS=\"--max-old-space-size=8192\" jest --watch",
     "test": "cross-env NODE_ENV=test NODE_OPTIONS=\"--max-old-space-size=8192\" jest --max-workers=80% --silent",
     "test-loud": "cross-env NODE_ENV=test NODE_OPTIONS=\"--max-old-space-size=8192\" jest --max-workers=80%",
@@ -98,6 +98,7 @@
   ],
   "dependencies": {
     "@apache-superset/core": "file:packages/superset-core",
+    "@braintree/sanitize-url": "^7.1.2",
     "@deck.gl/aggregation-layers": "~9.2.5",
     "@deck.gl/core": "~9.2.5",
     "@deck.gl/extensions": "~9.2.5",
@@ -163,21 +164,21 @@
     "@visx/scale": "^3.5.0",
     "@visx/tooltip": "^3.0.0",
     "@visx/xychart": "^3.5.1",
-    "ag-grid-community": "35.3.0",
-    "ag-grid-react": "35.3.0",
+    "ag-grid-community": "35.3.1",
+    "ag-grid-react": "35.3.1",
     "antd": "^5.26.0",
     "chrono-node": "^2.9.1",
     "classnames": "^2.2.5",
-    "content-disposition": "^2.0.0",
+    "content-disposition": "^2.0.1",
     "d3-color": "^3.1.0",
     "d3-scale": "^4.0.2",
-    "dayjs": "^1.11.20",
+    "dayjs": "^1.11.21",
     "dom-to-image-more": "^3.7.2",
     "dom-to-pdf": "^0.3.2",
     "echarts": "^5.6.0",
     "fast-glob": "^3.3.2",
     "fs-extra": "^11.3.5",
-    "fuse.js": "^7.3.0",
+    "fuse.js": "^7.4.1",
     "geolib": "^3.3.14",
     "geostyler": "^18.6.0",
     "geostyler-data": "^1.1.0",
@@ -200,11 +201,10 @@
     "mustache": "^4.2.0",
     "nanoid": "^5.1.11",
     "ol": "^10.9.0",
-    "pretty-ms": "^9.3.0",
-    "query-string": "9.3.1",
+    "query-string": "9.4.0",
     "re-resizable": "^6.11.2",
     "react": "^18.2.0",
-    "react-arborist": "^3.7.0",
+    "react-arborist": "^3.8.0",
     "react-checkbox-tree": "^1.8.0",
     "react-diff-viewer-continued": "^4.2.2",
     "react-dnd": "^11.1.3",
@@ -243,42 +243,35 @@
     "yargs": "^18.0.0"
   },
   "devDependencies": {
-    "@babel/cli": "^7.28.6",
+    "@babel/cli": "^7.29.7",
     "@babel/compat-data": "^7.28.4",
-    "@babel/core": "^7.29.0",
-    "@babel/eslint-parser": "^7.28.6",
-    "@babel/node": "^7.29.0",
+    "@babel/core": "^7.29.7",
+    "@babel/eslint-parser": "^7.29.7",
+    "@babel/node": "^7.29.7",
     "@babel/plugin-syntax-dynamic-import": "^7.8.3",
-    "@babel/plugin-transform-export-namespace-from": "^7.27.1",
-    "@babel/plugin-transform-modules-commonjs": "^7.28.6",
-    "@babel/plugin-transform-runtime": "^7.29.0",
-    "@babel/preset-env": "^7.29.5",
-    "@babel/preset-react": "^7.28.5",
-    "@babel/preset-typescript": "^7.28.5",
-    "@babel/register": "^7.29.3",
-    "@babel/runtime": "^7.29.2",
-    "@babel/runtime-corejs3": "^7.29.2",
-    "@babel/types": "^7.28.6",
+    "@babel/plugin-transform-export-namespace-from": "^7.29.7",
+    "@babel/plugin-transform-modules-commonjs": "^7.29.7",
+    "@babel/plugin-transform-runtime": "^7.29.7",
+    "@babel/preset-env": "^7.29.7",
+    "@babel/preset-react": "^7.29.7",
+    "@babel/preset-typescript": "^7.29.7",
+    "@babel/register": "^7.29.7",
+    "@babel/runtime": "^7.29.7",
+    "@babel/runtime-corejs3": "^7.29.7",
+    "@babel/types": "^7.29.7",
     "@emotion/babel-plugin": "^11.13.5",
     "@emotion/jest": "^11.14.2",
+    "@formatjs/intl-durationformat": "^0.10.13",
     "@istanbuljs/nyc-config-typescript": "^1.0.1",
-    "@mihkeleidast/storybook-addon-source": "^1.0.1",
     "@playwright/test": "^1.60.0",
     "@pmmmwh/react-refresh-webpack-plugin": "^0.6.2",
-    "@storybook/addon-actions": "^8.6.18",
-    "@storybook/addon-controls": "^8.6.18",
-    "@storybook/addon-essentials": "^8.6.18",
-    "@storybook/addon-links": "^8.6.18",
-    "@storybook/addon-mdx-gfm": "^8.6.18",
-    "@storybook/components": "^8.6.18",
-    "@storybook/preview-api": "^8.6.18",
-    "@storybook/react": "^8.6.18",
-    "@storybook/react-webpack5": "^8.6.18",
-    "@storybook/test": "^8.6.18",
-    "@storybook/test-runner": "^0.17.0",
+    "@storybook/addon-docs": "10.4.2",
+    "@storybook/addon-links": "10.4.2",
+    "@storybook/react-webpack5": "10.4.2",
+    "@storybook/test-runner": "0.24.4",
     "@svgr/webpack": "^8.1.0",
     "@swc/core": "^1.15.40",
-    "@swc/plugin-emotion": "^14.10.0",
+    "@swc/plugin-emotion": "^14.12.0",
     "@swc/plugin-transform-imports": "^12.5.0",
     "@testing-library/dom": "^9.3.4",
     "@testing-library/jest-dom": "^6.9.1",
@@ -296,7 +289,6 @@
     "@types/react-dom": "^18.2.0",
     "@types/react-loadable": "^5.5.11",
     "@types/react-redux": "^7.1.10",
-    "@types/react-resizable": "^4.0.0",
     "@types/react-router-dom": "^5.3.3",
     "@types/react-transition-group": "^4.4.12",
     "@types/react-window": "^1.8.8",
@@ -305,16 +297,16 @@
     "@types/rison": "0.1.0",
     "@types/tinycolor2": "^1.4.3",
     "@types/unzipper": "^0.10.11",
-    "@typescript-eslint/eslint-plugin": "^8.59.4",
+    "@typescript-eslint/eslint-plugin": "^8.60.1",
     "@typescript-eslint/parser": "^8.59.4",
     "babel-jest": "^30.4.1",
     "babel-loader": "^10.1.1",
     "babel-plugin-dynamic-import-node": "^2.3.3",
     "babel-plugin-jsx-remove-data-test-id": "^3.0.0",
     "babel-plugin-lodash": "^3.3.4",
-    "baseline-browser-mapping": "^2.10.32",
+    "baseline-browser-mapping": "^2.10.33",
     "cheerio": "1.2.0",
-    "concurrently": "^9.2.1",
+    "concurrently": "^10.0.3",
     "copy-webpack-plugin": "^14.0.0",
     "cross-env": "^10.1.0",
     "css-loader": "^7.1.4",
@@ -322,7 +314,7 @@
     "eslint": "^8.56.0",
     "eslint-config-prettier": "^7.2.0",
     "eslint-import-resolver-alias": "^1.1.2",
-    "eslint-import-resolver-typescript": "^4.4.4",
+    "eslint-import-resolver-typescript": "^4.4.5",
     "eslint-plugin-cypress": "^3.6.0",
     "eslint-plugin-i18n-strings": "file:eslint-rules/eslint-plugin-i18n-strings",
     "eslint-plugin-icons": "file:eslint-rules/eslint-plugin-icons",
@@ -330,10 +322,10 @@
     "eslint-plugin-jest-dom": "^5.5.0",
     "eslint-plugin-lodash": "^7.4.0",
     "eslint-plugin-no-only-tests": "^3.4.0",
-    "eslint-plugin-prettier": "^5.5.5",
+    "eslint-plugin-prettier": "^5.5.6",
     "eslint-plugin-react-prefer-function-component": "^5.0.0",
-    "eslint-plugin-react-you-might-not-need-an-effect": "^0.10.2",
-    "eslint-plugin-storybook": "^0.8.0",
+    "eslint-plugin-react-you-might-not-need-an-effect": "^0.10.4",
+    "eslint-plugin-storybook": "10.4.2",
     "eslint-plugin-testing-library": "^7.16.2",
     "eslint-plugin-theme-colors": "file:eslint-rules/eslint-plugin-theme-colors",
     "fetch-mock": "^12.6.0",
@@ -352,7 +344,7 @@
     "lightningcss": "^1.32.0",
     "mini-css-extract-plugin": "^2.10.2",
     "open-cli": "^9.0.0",
-    "oxlint": "^1.66.0",
+    "oxlint": "^1.68.0",
     "po2json": "^0.4.5",
     "prettier": "3.8.3",
     "prettier-plugin-packagejson": "^3.0.2",
@@ -363,18 +355,18 @@
     "source-map": "^0.7.6",
     "source-map-support": "^0.5.21",
     "speed-measure-webpack-plugin": "^1.6.0",
-    "storybook": "8.6.18",
+    "storybook": "10.4.2",
     "style-loader": "^4.0.0",
     "swc-loader": "^0.2.7",
-    "terser-webpack-plugin": "^5.6.0",
+    "terser-webpack-plugin": "^5.6.1",
     "ts-jest": "^29.4.11",
     "tscw-config": "^1.1.2",
-    "tsx": "^4.22.3",
+    "tsx": "^4.22.4",
     "typescript": "5.4.5",
     "unzipper": "^0.12.3",
     "vm-browserify": "^1.1.2",
     "wait-on": "^9.0.10",
-    "webpack": "^5.107.1",
+    "webpack": "^5.107.2",
     "webpack-bundle-analyzer": "^5.3.0",
     "webpack-cli": "^6.0.1",
     "webpack-dev-server": "^5.2.4",

superset-frontend/packages/superset-core/package.json

@@ -73,11 +73,11 @@
   "author": "Apache Software Foundation",
   "license": "Apache-2.0",
   "devDependencies": {
-    "@babel/cli": "^7.28.6",
-    "@babel/core": "^7.29.0",
-    "@babel/preset-env": "^7.29.5",
-    "@babel/preset-react": "^7.28.5",
-    "@babel/preset-typescript": "^7.28.5",
+    "@babel/cli": "^7.29.7",
+    "@babel/core": "^7.29.7",
+    "@babel/preset-env": "^7.29.7",
+    "@babel/preset-react": "^7.29.7",
+    "@babel/preset-typescript": "^7.29.7",
     "typescript": "^5.0.0",
     "@emotion/styled": "^11.14.1",
     "@types/lodash": "^4.17.24",

superset-frontend/packages/superset-core/src/menus/index.ts

@@ -37,7 +37,7 @@
  * ```
  */
 
-import { Disposable } from '../common';
+import { Disposable, Event } from '../common';
 
 /**
  * Represents a menu item that links a view to a command.
@@ -102,3 +102,37 @@ export declare function registerMenuItem(
  * ```
  */
 export declare function getMenu(location: string): Menu | undefined;
+
+/**
+ * Event fired when a menu item is registered.
+ */
+export interface MenuItemRegisteredEvent {
+  /** The menu item that was registered. */
+  item: MenuItem;
+  /** The location where the item was registered. */
+  location: string;
+  /** The group the item was placed in. */
+  group: 'primary' | 'secondary' | 'context';
+}
+
+/**
+ * Event fired when a menu item is unregistered.
+ */
+export interface MenuItemUnregisteredEvent {
+  /** The menu item that was unregistered. */
+  item: MenuItem;
+  /** The location where the item was registered. */
+  location: string;
+  /** The group the item was placed in. */
+  group: 'primary' | 'secondary' | 'context';
+}
+
+/**
+ * Event fired when a menu item is registered.
+ */
+export declare const onDidRegisterMenuItem: Event<MenuItemRegisteredEvent>;
+
+/**
+ * Event fired when a menu item is unregistered.
+ */
+export declare const onDidUnregisterMenuItem: Event<MenuItemUnregisteredEvent>;

superset-frontend/packages/superset-core/src/theme/GlobalStyles.tsx

@@ -115,6 +115,21 @@ export const GlobalStyles = () => {
           display: flex;
           margin-top: ${theme.marginXS}px;
         }
+
+        .superset-explore-popover.ant-popover
+          .ant-popover-inner:has(.ant-popover-title) {
+          padding-top: 0;
+        }
+        .superset-explore-popover.ant-popover .ant-popover-title {
+          padding-top: ${theme.paddingXS}px;
+          margin-bottom: ${theme.paddingSM}px;
+          line-height: 1;
+        }
+        .superset-explore-popover.ant-popover
+          .ant-popover-inner:has(.ant-popover-title)
+          .ant-tabs-tab {
+          padding-top: 0;
+        }
       `}
     />
   );

superset-frontend/packages/superset-core/src/theme/types.ts

@@ -508,6 +508,12 @@ export interface ThemeContextType {
   clearLocalOverrides: () => void;
   getCurrentCrudThemeId: () => string | null;
   hasDevOverride: () => boolean;
+  /**
+   * True when an explicit theme config override is active (e.g. supplied via
+   * the Embedded SDK). Such an override takes precedence over a
+   * dashboard-level theme.
+   */
+  hasThemeConfigOverride: boolean;
   canSetMode: () => boolean;
   canSetTheme: () => boolean;
   canDetectOSPreference: () => boolean;

superset-frontend/packages/superset-core/src/views/index.ts

@@ -36,7 +36,7 @@
  */
 
 import { ReactElement } from 'react';
-import { Disposable } from '../common';
+import { Disposable, Event } from '../common';
 
 /**
  * Represents a contributed view in the application.
@@ -88,3 +88,33 @@ export declare function registerView(
  * ```
  */
 export declare function getViews(location: string): View[] | undefined;
+
+/**
+ * Event fired when a view is registered.
+ */
+export interface ViewRegisteredEvent {
+  /** The descriptor of the view that was registered. */
+  view: View;
+  /** The location where the view was registered. */
+  location: string;
+}
+
+/**
+ * Event fired when a view is unregistered.
+ */
+export interface ViewUnregisteredEvent {
+  /** The descriptor of the view that was unregistered. */
+  view: View;
+  /** The location where the view was registered. */
+  location: string;
+}
+
+/**
+ * Event fired when a view is registered.
+ */
+export declare const onDidRegisterView: Event<ViewRegisteredEvent>;
+
+/**
+ * Event fired when a view is unregistered.
+ */
+export declare const onDidUnregisterView: Event<ViewUnregisteredEvent>;

superset-frontend/packages/superset-ui-chart-controls/src/operators/boxplotOperator.ts

@@ -25,7 +25,7 @@ import {
 } from '@superset-ui/core';
 import { PostProcessingFactory } from './types';
 
-const PERCENTILE_REGEX = /(\d+)\/(\d+) percentiles/;
+const PERCENTILE_REGEX = /(\d{1,3})\/(\d{1,3}) percentiles/;
 
 export const boxplotOperator: PostProcessingFactory<PostProcessingBoxplot> = (
   formData,

superset-frontend/packages/superset-ui-chart-controls/src/shared-controls/matrixifyControls.tsx

@@ -118,7 +118,6 @@ const matrixifyControls: Record<string, SharedControlConfig<any>> = {};
     description: t(`Select dimension and values`),
     default: { dimension: '', values: [] },
     validators: [], // No validation - rely on visibility
-    renderTrigger: true,
     tabOverride: 'matrixify',
     shouldMapStateToProps: (prevState, state) => {
       // Recalculate when any relevant form_data field changes

superset-frontend/packages/superset-ui-chart-controls/src/utils/D3Formatting.ts

@@ -57,7 +57,7 @@ export const D3_FORMAT_OPTIONS: [string, string][] = [
   ...d3Formatted,
   ['DURATION', t('Duration in ms (66000 => 1m 6s)')],
   ['DURATION_SUB', t('Duration in ms (1.40008 => 1ms 400µs 80ns)')],
-  ['DURATION_COL', t('Duration in ms (10500 => 0:10.5)')],
+  ['DURATION_COL', t('Duration in ms (10500 => 0:00:10.5)')],
   ['MEMORY_DECIMAL', t('Memory in bytes - decimal (1024B => 1.024kB)')],
   ['MEMORY_BINARY', t('Memory in bytes - binary (1024B => 1KiB)')],
   [

superset-frontend/packages/superset-ui-core/package.json

@@ -24,14 +24,15 @@
     "lib"
   ],
   "dependencies": {
-    "@ant-design/icons": "^6.2.3",
+    "@ant-design/icons": "^6.2.5",
     "@apache-superset/core": "*",
-    "@babel/runtime": "^7.29.2",
+    "@babel/runtime": "^7.29.7",
+    "@braintree/sanitize-url": "^7.1.2",
     "@types/json-bigint": "^1.0.4",
     "@visx/responsive": "^3.12.0",
     "ace-builds": "^1.44.0",
-    "ag-grid-community": "35.3.0",
-    "ag-grid-react": "35.3.0",
+    "ag-grid-community": "35.3.1",
+    "ag-grid-react": "35.3.1",
     "brace": "^0.11.1",
     "classnames": "^2.5.1",
     "core-js": "^3.49.0",
@@ -41,17 +42,17 @@
     "d3-scale": "^4.0.2",
     "d3-time": "^3.1.0",
     "d3-time-format": "^4.1.0",
-    "dayjs": "^1.11.20",
-    "dompurify": "^3.4.5",
+    "dayjs": "^1.11.21",
+    "dompurify": "^3.4.8",
     "fetch-retry": "^6.0.0",
     "handlebars": "^4.7.9",
     "jed": "^1.1.1",
     "lodash": "^4.18.1",
     "math-expression-evaluator": "^2.0.7",
-    "pretty-ms": "^9.3.0",
+    "parse-ms": "^4.0.0",
     "re-resizable": "^6.11.2",
     "react-ace": "^14.0.1",
-    "react-draggable": "^4.5.0",
+    "react-draggable": "^4.6.0",
     "react-error-boundary": "6.0.0",
     "react-js-cron": "^5.2.0",
     "react-markdown": "^8.0.7",

superset-frontend/packages/superset-ui-core/src/chart/components/reactify.tsx

@@ -17,8 +17,20 @@
  * under the License.
  */
 
-// eslint-disable-next-line no-restricted-syntax -- whole React import is required for `reactify.test.tsx` Jest test passing.
-import { Component, ComponentClass, WeakValidationMap } from 'react';
+import {
+  forwardRef,
+  useEffect,
+  useImperativeHandle,
+  useLayoutEffect,
+  useRef,
+} from 'react';
+import type {
+  ComponentType,
+  WeakValidationMap,
+  ForwardRefExoticComponent,
+  PropsWithoutRef,
+  RefAttributes,
+} from 'react';
 
 // TODO: Note that id and className can collide between Props and ReactifyProps
 // leading to (likely) unexpected behaviors. We should either require Props to not
@@ -49,66 +61,103 @@ export interface RenderFuncType<Props> {
   propTypes?: WeakValidationMap<Props & ReactifyProps>;
 }
 
+export interface ReactifiedComponentRef {
+  container?: HTMLDivElement;
+}
+
+export type ReactifiedComponent<Props> = ForwardRefExoticComponent<
+  PropsWithoutRef<Props & ReactifyProps> & RefAttributes<ReactifiedComponentRef>
+>;
+
+// Return the widest public type that covers "use it as a React component" so
+// TypeScript JSX callers and `ComponentType<...>`-typed variables still compile;
+// callers with explicit `ComponentClass<...>` annotations must widen to
+// `ComponentType`. Those wanting the forwardRef surface can narrow to
+// `ReactifiedComponent<Props>` explicitly.
 export default function reactify<Props extends object>(
   renderFn: RenderFuncType<Props>,
   callbacks?: LifeCycleCallbacks,
-): ComponentClass<Props & ReactifyProps> {
-  class ReactifiedComponent extends Component<Props & ReactifyProps> {
-    container?: HTMLDivElement;
+): ComponentType<Props & ReactifyProps> {
+  const ReactifiedComponent = forwardRef<
+    ReactifiedComponentRef,
+    Props & ReactifyProps
+  >(function ReactifiedComponent(props, ref) {
+    const containerRef = useRef<HTMLDivElement>(null);
+    // Keep the latest props available to the unmount callback — legacy
+    // consumers read values off `this.props` (e.g. ReactNVD3 uses id).
+    // Update the ref in a layout effect rather than during render so the
+    // assignment only happens for committed renders (safe under Concurrent
+    // Mode) and is in place before the passive unmount effect reads it.
+    const propsRef = useRef(props);
+    useLayoutEffect(() => {
+      propsRef.current = props;
+    });
 
-    constructor(props: Props & ReactifyProps) {
-      super(props);
-      this.setContainerRef = this.setContainerRef.bind(this);
-    }
+    // Expose container via ref for external access
+    useImperativeHandle(
+      ref,
+      () => ({
+        get container() {
+          return containerRef.current ?? undefined;
+        },
+      }),
+      [],
+    );
 
-    componentDidMount() {
-      this.execute();
-    }
-
-    componentDidUpdate() {
-      this.execute();
-    }
-
-    componentWillUnmount() {
-      this.container = undefined;
-      if (callbacks?.componentWillUnmount) {
-        callbacks.componentWillUnmount.bind(this)();
+    // Execute renderFn on mount and every update (mimics componentDidMount + componentDidUpdate)
+    useEffect(() => {
+      if (containerRef.current) {
+        // `forwardRef` widens the props parameter to `PropsWithoutRef<...>`,
+        // which TypeScript can't narrow back to `Props & ReactifyProps` when
+        // `Props` is a generic `object`. The values are identical at runtime,
+        // so assert the original prop shape for `renderFn`.
+        renderFn(
+          containerRef.current,
+          props as Readonly<Props & ReactifyProps>,
+        );
       }
-    }
+    });
 
-    setContainerRef(ref: HTMLDivElement) {
-      this.container = ref;
-    }
+    // Cleanup on unmount
+    useEffect(
+      () => () => {
+        if (callbacks?.componentWillUnmount) {
+          // Preserve legacy behavior where `this` was a component instance
+          // exposing `props`. The class version cleared `this.container`
+          // before invoking componentWillUnmount, so mirror that here to
+          // prevent callbacks from touching a DOM node that's being torn
+          // down.
+          callbacks.componentWillUnmount.call({
+            container: undefined,
+            props: propsRef.current,
+          });
+        }
+      },
+      [],
+    );
 
-    execute() {
-      if (this.container) {
-        renderFn(this.container, this.props);
-      }
-    }
+    const { id, className } = props;
 
-    render() {
-      const { id, className } = this.props;
-
-      return <div ref={this.setContainerRef} id={id} className={className} />;
-    }
-  }
-
-  const ReactifiedClass: ComponentClass<Props & ReactifyProps> =
-    ReactifiedComponent;
+    return <div ref={containerRef} id={id} className={className} />;
+  });
 
   if (renderFn.displayName) {
-    ReactifiedClass.displayName = renderFn.displayName;
+    ReactifiedComponent.displayName = renderFn.displayName;
   }
-  // eslint-disable-next-line react/forbid-foreign-prop-types
+
+  // eslint-disable-next-line @typescript-eslint/no-explicit-any -- forwardRef static field types don't line up with renderFn's validator types
+  const result = ReactifiedComponent as any;
+
   if (renderFn.propTypes) {
-    ReactifiedClass.propTypes = {
-      ...ReactifiedClass.propTypes,
+    result.propTypes = {
+      ...result.propTypes,
       ...renderFn.propTypes,
     };
   }
+
   if (renderFn.defaultProps) {
-    ReactifiedClass.defaultProps = renderFn.defaultProps;
+    result.defaultProps = renderFn.defaultProps;
   }
 
-  return ReactifiedComponent;
+  return result as unknown as ComponentType<Props & ReactifyProps>;
 }

superset-frontend/packages/superset-ui-core/src/components/AutoComplete/AutoComplete.stories.tsx

@@ -17,7 +17,7 @@
  * under the License.
  */
 import { useState } from 'react';
-import type { Meta, StoryObj } from '@storybook/react';
+import type { Meta, StoryObj } from '@storybook/react-webpack5';
 import { AutoComplete } from '.';
 import type { AutoCompleteProps } from './types';
 

superset-frontend/packages/superset-ui-core/src/components/Breadcrumb/Breadcrumb.stories.tsx

@@ -16,7 +16,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-import type { Meta, StoryObj } from '@storybook/react';
+import type { Meta, StoryObj } from '@storybook/react-webpack5';
 import { Breadcrumb } from '.';
 import type { BreadcrumbProps } from './types';
 

superset-frontend/packages/superset-ui-core/src/components/CachedLabel/CachedLabel.stories.tsx

@@ -16,8 +16,8 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-import { action } from '@storybook/addon-actions';
-import { Meta, StoryFn } from '@storybook/react';
+import { action } from 'storybook/actions';
+import { Meta, StoryFn } from '@storybook/react-webpack5';
 import { CachedLabel } from '.';
 import type { CacheLabelProps } from './types';
 

superset-frontend/packages/superset-ui-core/src/components/Checkbox/Checkbox.stories.tsx

@@ -16,7 +16,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-import { useArgs } from '@storybook/preview-api';
+import { useArgs } from 'storybook/preview-api';
 import { useState } from 'react';
 import { Checkbox } from '.';
 import type { CheckboxProps, CheckboxChangeEvent } from './types';

superset-frontend/packages/superset-ui-core/src/components/DropdownContainer/DropdownContainer.tsx

@@ -72,6 +72,15 @@ export const DropdownContainer = forwardRef(
 
     const [showOverflow, setShowOverflow] = useState(false);
 
+    // When the item set changes, the overflow index is briefly reset while the
+    // new widths are measured (see the layout effect below). During that window
+    // the dropdown content momentarily becomes empty, which would hide and then
+    // re-show the trigger, causing a flicker. We track whether a recalculation
+    // is pending so the trigger can stay mounted across the transient (when it
+    // was showing content just before) without lingering in the steady state
+    // when nothing actually overflows.
+    const [recalculating, setRecalculating] = useState(false);
+
     // callback to update item widths so that the useLayoutEffect runs whenever
     // width of any of the child changes
     const recalculateItemWidths = useCallback(() => {
@@ -171,6 +180,7 @@ export const DropdownContainer = forwardRef(
             );
           } else {
             setOverflowingIndex(-1);
+            setRecalculating(true);
             return;
           }
         }
@@ -211,6 +221,7 @@ export const DropdownContainer = forwardRef(
         }
 
         setOverflowingIndex(newOverflowingIndex);
+        setRecalculating(false);
       }
     }, [
       current,
@@ -261,6 +272,15 @@ export const DropdownContainer = forwardRef(
       ],
     );
 
+    // The trigger had content in the previous render if popoverContent was
+    // truthy then. During the brief mid-recalculation render where
+    // popoverContent flips to null, this still reflects the prior (non-empty)
+    // value, letting us keep the trigger mounted across the transient.
+    const hadPopoverContent = usePrevious(!!popoverContent, false);
+
+    const showDropdownButton =
+      !!popoverContent || (recalculating && hadPopoverContent);
+
     useLayoutEffect(() => {
       if (popoverVisible) {
         // Measures scroll height after rendering the elements
@@ -314,7 +334,7 @@ export const DropdownContainer = forwardRef(
         >
           {notOverflowedItems.map(item => item.element)}
         </div>
-        {popoverContent && (
+        {showDropdownButton && (
           <>
             <Global
               styles={css`
@@ -348,8 +368,13 @@ export const DropdownContainer = forwardRef(
               }}
               content={popoverContent}
               trigger="click"
-              open={popoverVisible}
-              onOpenChange={visible => setPopoverVisible(visible)}
+              open={popoverVisible && !!popoverContent}
+              onOpenChange={visible => {
+                // While a recalculation keeps the trigger mounted but there is
+                // no content yet, ignore open attempts so it stays visible
+                // without opening an empty popover.
+                if (popoverContent) setPopoverVisible(visible);
+              }}
               placement="bottom"
               forceRender={forceRender}
               fresh // This prop prevents caching and stale data for filter scoping.

superset-frontend/packages/superset-ui-core/src/components/EmptyState/EmptyState.stories.tsx

@@ -17,7 +17,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-import { Meta, StoryFn } from '@storybook/react';
+import { Meta, StoryFn } from '@storybook/react-webpack5';
 import { Row, Col } from '@superset-ui/core/components';
 import { EmptyState, imageMap } from '.';