Merge branch 'master' into enxdev/feat/dashboard-excel-export-sync-fallback

fix(dashboard): honor default Excel export row limit
docs(dashboard): simplify Excel export guidance
2026-09-09 16:54:29 +00:00 · 2026-09-09 18:13:00 +02:00 · 2026-09-09 18:05:40 +02:00 · 2026-09-09 17:54:28 +02:00 · 2026-09-09 22:34:46 +07:00 · 2026-09-09 22:33:42 +07:00
857 changed files with 90754 additions and 30235 deletions
@@ -1,23 +0,0 @@
-name: Label Draft PRs
-on:
-  pull_request:
-    types:
-      - opened
-      - converted_to_draft
-jobs:
-  label-draft:
-    runs-on: ubuntu-latest
-    steps:
-      - name: Check if the PR is a draft
-        id: check-draft
-        uses: actions/github-script@v8
-        with:
-          script: |
-            const isDraft = context.payload.pull_request.draft;
-            core.setOutput('isDraft', isDraft);
-      - name: Add `review:draft` Label
-        if: steps.check-draft.outputs.isDraft == 'true'
-        uses: actions-ecosystem/action-add-labels@v1
-        with:
-          github_token: ${{ secrets.GITHUB_TOKEN }}
-          labels: "review:draft"
@@ -26,7 +26,7 @@ runs:

    - name: Set up QEMU
      if: ${{ inputs.build == 'true' }}
-      uses: docker/setup-qemu-action@06116385d9baf250c9f4dcb4858b16962ea869c3 # v4.1.0
+      uses: docker/setup-qemu-action@96fe6ef7f33517b61c61be40b68a1882f3264fb8 # v4.2.0
      with:
        # Pin the binfmt image to a specific QEMU release. The default
        # (`tonistiigi/binfmt:latest`) is a moving target, and drift across
@@ -39,12 +39,12 @@ runs:

    - name: Set up Docker Buildx
      if: ${{ inputs.build == 'true' }}
-      uses: docker/setup-buildx-action@d7f5e7f509e45cec5c76c4d5afdd7de93d0b3df5 # v4.1.0
+      uses: docker/setup-buildx-action@37fe631027851001ddb9b187196cc803df7f5f0e # v4.3.0

    - name: Try to login to DockerHub
      if: ${{ inputs.login-to-dockerhub == 'true' }}
      continue-on-error: true
-      uses: docker/login-action@650006c6eb7dba73a995cc03b0b2d7f5ca915bee # v4.2.0
+      uses: docker/login-action@dbcb813823bdd20940b903addbd779551569679f # v4.6.0
      with:
        username: ${{ inputs.dockerhub-user }}
        password: ${{ inputs.dockerhub-token }}
@@ -84,6 +84,18 @@ updates:
          - "@swc/core"
          - "@swc/plugin-emotion"
          - "@swc/plugin-transform-imports"
+      jsonforms:
+        patterns:
+          - "@jsonforms/*"
+      visx:
+        patterns:
+          - "@visx/*"
+      emotion:
+        patterns:
+          - "@emotion/*"
+      fontsource:
+        patterns:
+          - "@fontsource/*"
    open-pull-requests-limit: 30
    versioning-strategy: increase
    cooldown:
@@ -180,3 +192,21 @@ updates:
    versioning-strategy: increase
    cooldown:
      default-days: 7
+
+  - package-ecosystem: "npm"
+    directory: "/superset-embedded-sdk/"
+    schedule:
+      interval: "daily"
+    labels:
+      - npm
+      - dependabot
+    groups:
+      security:
+        applies-to: "security-updates"
+        patterns: ["*"]
+      babel:
+        patterns:
+          - "@babel/*"
+    versioning-strategy: increase
+    cooldown:
+      default-days: 7
@@ -0,0 +1,46 @@
+# Verifies that every `uses:` ref under .github/ is on the ASF Infrastructure
+# GitHub Actions allowlist (apache/infrastructure-actions). An action that is
+# not allowlisted fails at "Set up job" with no logs and no notification, so
+# this check surfaces the problem at PR time instead. It also warns (without
+# failing) when a pinned SHA's allowlist entry is about to expire.
+name: ASF Allowlist Check
+
+on:
+  workflow_dispatch:
+  pull_request:
+    types: [opened, synchronize, reopened, ready_for_review]
+    paths:
+      - ".github/**"
+  push:
+    branches:
+      - "master"
+      - "[0-9].[0-9]*"
+    paths:
+      - ".github/**"
+  schedule:
+    # Weekly, so allowlist expirations are surfaced even when nothing under
+    # .github/ has changed.
+    - cron: "0 6 * * 1"
+
+permissions:
+  contents: read
+
+# cancel previous workflow jobs for PRs
+concurrency:
+  group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.run_id }}
+  cancel-in-progress: true
+
+jobs:
+  asf-allowlist-check:
+    runs-on: ubuntu-26.04
+    steps:
+      - name: Checkout Repository
+        uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
+        with:
+          persist-credentials: false
+
+      - name: Check action refs against the ASF allowlist
+        uses: apache/infrastructure-actions/allowlist-check@df54e48ff76152790f317934c691cfa7fd7a1a46 # allowlist-check/v1.0.1
+        with:
+          # Default scan-glob is .github/**/*.yml, which misses .yaml files.
+          scan-glob: ".github/**/*.y*ml"
@@ -0,0 +1,99 @@
+# 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.
+name: Check OpenAPI spec drift
+on:
+  push:
+    branches:
+      - "master"
+      - "[0-9].[0-9]*"
+  pull_request:
+    types: [synchronize, opened, reopened, ready_for_review]
+
+# Deliberately unfiltered by `paths`: a required check that does not run on a
+# PR blocks it from merging forever.
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.run_id }}
+  cancel-in-progress: true
+
+permissions:
+  contents: read
+
+jobs:
+  check-openapi-spec-drift:
+    runs-on: ubuntu-26.04
+    steps:
+      - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
+        uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
+        with:
+          persist-credentials: false
+      - name: Setup Python
+        uses: ./.github/actions/setup-backend/
+        with:
+          # The generated output depends on the pinned apispec version.
+          requirements-type: base
+      - name: Regenerate the spec
+        env:
+          # No config file: the spec documents what a default deployment
+          # registers, so feature flags must stay off.
+          SUPERSET__SQLALCHEMY_DATABASE_URI: "sqlite:///:memory:"
+          FLASK_APP: "superset.app:create_app()"
+        run: superset update-api-docs
+      - name: Assert the published spec is up to date
+        env:
+          SPEC: docs/static/resources/openapi.json
+        run: |
+          if git diff --quiet -- "$SPEC"; then
+            exit 0
+          fi
+
+          # Staged to a file, not piped: `head` closing the pipe would
+          # SIGPIPE-kill `git diff` under pipefail and abort this step.
+          diff_file="$RUNNER_TEMP/openapi.diff"
+          git diff -- "$SPEC" > "$diff_file"
+
+          regen="SUPERSET__SQLALCHEMY_DATABASE_URI='sqlite:///:memory:' FLASK_APP='superset.app:create_app()' superset update-api-docs"
+
+          echo "::error::$SPEC is stale. Regenerate it on the pinned requirements:"
+          echo "$regen"
+          git diff --stat -- "$SPEC"
+
+          # Summaries cap at 1 MiB, well under a full regeneration.
+          {
+            echo '### OpenAPI spec is stale'
+            echo
+            git diff --stat -- "$SPEC"
+            echo
+            echo 'Regenerate with:'
+            echo
+            echo '```bash'
+            echo "$regen"
+            echo '```'
+            echo
+            echo '```diff'
+            head -300 "$diff_file"
+            echo '```'
+            if [ "$(wc -l < "$diff_file")" -gt 300 ]; then
+              echo
+              echo '_Truncated at 300 lines; see the job log for the full diff._'
+            fi
+          } >> "$GITHUB_STEP_SUMMARY"
+
+          echo "::group::Full diff"
+          cat "$diff_file"
+          echo "::endgroup::"
+          exit 1
@@ -67,7 +67,7 @@ jobs:

      # Initializes the CodeQL tools for scanning.
      - name: Initialize CodeQL
-        uses: github/codeql-action/init@db488ddef3bf6cb639b32c2e9a7c0a7ea8271d28 # v4.37.8
+        uses: github/codeql-action/init@cdf488f595d80d6e07e03d4674febd5ab45fa938 # v4.37.9
        with:
          languages: ${{ matrix.language }}
          # If you wish to specify custom queries, you can do so here or in a config file.
@@ -78,6 +78,6 @@ jobs:
          # queries: security-extended,security-and-quality

      - name: Perform CodeQL Analysis
-        uses: github/codeql-action/analyze@db488ddef3bf6cb639b32c2e9a7c0a7ea8271d28 # v4.37.8
+        uses: github/codeql-action/analyze@cdf488f595d80d6e07e03d4674febd5ab45fa938 # v4.37.9
        with:
          category: "/language:${{matrix.language}}"
@@ -213,6 +213,29 @@ jobs:
          docker images $IMAGE_TAG
          docker history $IMAGE_TAG

+      - name: WebSocket server smoke test
+        if: contains(fromJson('["lean", "dev"]'), matrix.build_preset)
+        shell: bash
+        run: |
+          # The realtime WebSocket server is bundled in the official image and
+          # launched via an alternate entrypoint; verify the bundled Node runtime
+          # starts it and it serves /health. (A JWT secret >= 32 bytes is required
+          # or the server refuses to start; no Redis is needed for /health.)
+          # Both presets are checked because docker-compose-non-dev.yml runs the
+          # websocket service from the dev target.
+          docker run -d --name superset-ws \
+            -e JWT_SECRET="ci-smoke-test-secret-ci-smoke-test-secret" \
+            -e PORT=8080 -p 8080:8080 \
+            "$IMAGE_TAG" /app/docker/entrypoints/run-websocket.sh
+          ok=""
+          for _ in $(seq 1 20); do
+            if curl -sf http://localhost:8080/health; then echo "ws /health OK"; ok=1; break; fi
+            sleep 2
+          done
+          docker logs superset-ws || true
+          docker rm -f superset-ws || true
+          [ "$ok" = "1" ] || { echo "::error::websocket /health did not come up"; exit 1; }
+
      - name: docker-compose sanity check
        if: matrix.build_preset == 'dev'
        shell: bash
@@ -266,7 +289,7 @@ jobs:
  actions-timeline:
    needs: [docker-build, docker-compose-image-tag]
    if: always()
-    runs-on: ubuntu-26.04
+    runs-on: ubuntu-slim
    permissions:
      actions: read
    steps:
@@ -19,7 +19,7 @@ concurrency:

 jobs:
  validate-all-ghas:
-    runs-on: ubuntu-26.04
+    runs-on: ubuntu-26.04 # Don't switch to ubuntu-slim as zizmore-action requires Docker
    permissions:
      contents: read
      # Required for the zizmor action to upload its SARIF results to
@@ -34,7 +34,7 @@ jobs:
      - name: Set up Node.js
        uses: actions/setup-node@820762786026740c76f36085b0efc47a31fe5020 # v7.0.0
        with:
-          node-version: "20"
+          node-version-file: "./superset-frontend/.nvmrc"

      - name: Install Dependencies
        # Versions are pinned to avoid ad-hoc, unpinned package installs.
@@ -49,4 +49,4 @@ jobs:
        run: bash .github/workflows/scripts/check-docs-deploy-freshness.test.sh

      - name: Check for security issues on GHA workflows
-        uses: zizmorcore/zizmor-action@3dc1ecc9bcb9e94e9b2c709687979e1298497054 # v0.6.2
+        uses: zizmorcore/zizmor-action@70fb788f84895a7701f5643d103d587e460b5c99 # v0.6.3
@@ -26,7 +26,7 @@ jobs:
  cancel-on-hold:
    name: Cancel CI runs when hold label applied
    if: github.event.action == 'labeled' && startsWith(github.event.label.name, 'hold')
-    runs-on: ubuntu-26.04
+    runs-on: ubuntu-slim
    permissions:
      actions: write
      pull-requests: read
@@ -69,7 +69,7 @@ jobs:
  rerun-on-unhold:
    name: Re-run CI when hold label removed
    if: github.event.action == 'unlabeled' && startsWith(github.event.label.name, 'hold')
-    runs-on: ubuntu-24.04
+    runs-on: ubuntu-slim
    permissions:
      actions: write
      pull-requests: read
@@ -1,42 +0,0 @@
-name: Tags
-on:
-  release:
-    types: [published] # This makes it run only when a new released is published
-
-permissions:
-  contents: read
-
-jobs:
-  latest-release:
-    name: Add/update tag to new release
-    runs-on: ubuntu-slim
-    permissions:
-      contents: write
-
-    steps:
-      - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
-        uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
-        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: 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 }}
@@ -202,7 +202,7 @@ jobs:
  actions-timeline:
    needs: pre-commit
    if: always()
-    runs-on: ubuntu-26.04
+    runs-on: ubuntu-slim
    steps:
      - uses: Kesin11/actions-timeline@57fc93f20c6da7fbc14063c6d24a2a5627c799ad # v3.2.0
        with:
@@ -168,7 +168,10 @@ jobs:
    needs: changes
    if: needs.changes.outputs.python == 'true' || needs.changes.outputs.frontend == 'true'
    runs-on: ubuntu-26.04
-    timeout-minutes: 30
+    # Embedded Tests below adds its own gunicorn boot + spec run on top of
+    # Required and Soft-delete; 30m was tight even for the two-step shadow
+    # job this replaced.
+    timeout-minutes: 40
    permissions:
      contents: read
      pull-requests: read
@@ -176,7 +179,10 @@ jobs:
      fail-fast: false
      matrix:
        browser: ["chromium"]
-        app_root: ${{ github.event_name == 'push' && fromJSON('["", "/app/prefix"]') || fromJSON('[""]') }}
+        # Subdirectory deployment (APPLICATION_ROOT) is a required-to-pass
+        # dimension, not an optional one, so it runs on every event —
+        # unlike cypress-matrix above, which only widens on push.
+        app_root: ["", "/app/prefix"]
    env:
      SUPERSET_ENV: development
      SUPERSET_CONFIG: tests.integration_tests.superset_test_config
@@ -266,14 +272,25 @@ jobs:
          # Scoped to this step: each playwright-run boots its own gunicorn
          # with the step's env, so the Required Tests server above keeps
          # master's Flask configuration while this one runs with SOFT_DELETE
-          # on — the same isolation pattern as the Embedded step in
-          # superset-playwright.yml. Without a flag-on server the
-          # recently-archived specs skip themselves everywhere and ship zero
-          # executed E2E coverage; in the Required run above they are
-          # collected and skipped, which is expected.
+          # on — the same isolation pattern as the Embedded Tests step below.
+          # Without a flag-on server the recently-archived specs skip
+          # themselves everywhere and ship zero executed E2E coverage; in the
+          # Required run above they are collected and skipped, which is
+          # expected.
          SUPERSET_FEATURE_SOFT_DELETE: "true"
        with:
          run: playwright-run "${{ matrix.app_root }}" recently-archived/
+      - name: Run Playwright (Embedded Tests)
+        uses: ./.github/actions/cached-dependencies
+        env:
+          NODE_OPTIONS: "--max-old-space-size=4096"
+          # Scoped to this step for the same reason as Soft-delete above:
+          # embedding is a real, required feature, so its Playwright coverage
+          # now gates merges instead of running only in shadow mode.
+          SUPERSET_FEATURE_EMBEDDED_SUPERSET: "true"
+          INCLUDE_EMBEDDED: "true"
+        with:
+          run: playwright-run "${{ matrix.app_root }}" embedded
      - name: Set safe app root
        if: failure()
        id: set-safe-app-root
@@ -354,7 +371,7 @@ jobs:
  actions-timeline:
    needs: [cypress-matrix, playwright-tests, cypress-matrix-required, playwright-tests-required]
    if: always()
-    runs-on: ubuntu-26.04
+    runs-on: ubuntu-slim
    permissions:
      actions: read
    steps:
@@ -74,7 +74,7 @@ jobs:
  actions-timeline:
    needs: test-superset-extensions-cli-package
    if: always()
-    runs-on: ubuntu-26.04
+    runs-on: ubuntu-slim
    steps:
      - uses: Kesin11/actions-timeline@57fc93f20c6da7fbc14063c6d24a2a5627c799ad # v3.2.0
        with:
@@ -111,7 +111,7 @@ jobs:
  report-coverage:
    needs: [sharded-jest-tests]
    if: needs.frontend-build.outputs.should-run == 'true'
-    runs-on: ubuntu-26.04
+    runs-on: ubuntu-slim
    timeout-minutes: 15
    permissions:
      id-token: write
@@ -206,7 +206,7 @@ jobs:
  actions-timeline:
    needs: [report-coverage, lint-frontend, validate-frontend, test-storybook]
    if: always()
-    runs-on: ubuntu-26.04
+    runs-on: ubuntu-slim
    permissions:
      actions: read
    steps:
@@ -49,7 +49,7 @@ jobs:
      # allowlist (only v8.1.0+ are, at apache/infrastructure-actions'
      # actions.yml). Needs an INFRA request before this can de-vendor too.
      - name: Set up chart-testing
-        uses: ./.github/actions/chart-testing-action
+        uses: $/.github/actions/chart-testing-action

      - name: Run chart-testing (list-changed)
        id: list-changed
@@ -42,12 +42,14 @@ jobs:
          persist-credentials: false
      - name: Check for file changes
        id: check
-        uses: ./.github/actions/change-detector/
+        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
+  # NOTE: Required Playwright tests are in superset-e2e.yml (E2E / playwright-tests),
+  # including Embedded — it moved out of this workflow because embedding is a
+  # required feature, not an experimental one. This workflow now contains
+  # only experimental and mobile tests, which run in shadow mode.
  playwright-tests-experimental:
    needs: changes
    if: needs.changes.outputs.python == 'true' || needs.changes.outputs.frontend == 'true'
@@ -107,13 +109,25 @@ jobs:
          submodules: recursive
      # -------------------------------------------------------
      - name: Setup Python
-        uses: ./.github/actions/setup-backend/
+        uses: $/.github/actions/setup-backend/
      - name: Setup postgres
-        uses: ./.github/actions/cached-dependencies
+        # cached-dependencies is a submodule (not a plain directory), and
+        # the $/ self-repository syntax resolves action files directly from
+        # the repository without performing a real (submodule-aware)
+        # checkout, so it can't see into a submodule's link. Keep this one
+        # on the workspace-relative ./ form, consistent with every other
+        # workflow in the repo that references this action.
+        uses: ./.github/actions/cached-dependencies # zizmor: ignore[self-repository] - $/ cannot resolve an action that lives in a submodule; ./ is required here
        with:
          run: setup-postgres
      - name: Import test data
-        uses: ./.github/actions/cached-dependencies
+        # cached-dependencies is a submodule (not a plain directory), and
+        # the $/ self-repository syntax resolves action files directly from
+        # the repository without performing a real (submodule-aware)
+        # checkout, so it can't see into a submodule's link. Keep this one
+        # on the workspace-relative ./ form, consistent with every other
+        # workflow in the repo that references this action.
+        uses: ./.github/actions/cached-dependencies # zizmor: ignore[self-repository] - $/ cannot resolve an action that lives in a submodule; ./ is required here
        with:
          run: playwright_testdata
      - name: Setup Node.js
@@ -123,48 +137,53 @@ jobs:
          cache: "npm"
          cache-dependency-path: "superset-frontend/package-lock.json"
      - name: Install npm dependencies
-        uses: ./.github/actions/cached-dependencies
+        # cached-dependencies is a submodule (not a plain directory), and
+        # the $/ self-repository syntax resolves action files directly from
+        # the repository without performing a real (submodule-aware)
+        # checkout, so it can't see into a submodule's link. Keep this one
+        # on the workspace-relative ./ form, consistent with every other
+        # workflow in the repo that references this action.
+        uses: ./.github/actions/cached-dependencies # zizmor: ignore[self-repository] - $/ cannot resolve an action that lives in a submodule; ./ is required here
        with:
          run: npm-install
      - name: Build javascript packages
-        uses: ./.github/actions/cached-dependencies
+        # cached-dependencies is a submodule (not a plain directory), and
+        # the $/ self-repository syntax resolves action files directly from
+        # the repository without performing a real (submodule-aware)
+        # checkout, so it can't see into a submodule's link. Keep this one
+        # on the workspace-relative ./ form, consistent with every other
+        # workflow in the repo that references this action.
+        uses: ./.github/actions/cached-dependencies # zizmor: ignore[self-repository] - $/ cannot resolve an action that lives in a submodule; ./ is required here
        with:
          run: build-instrumented-assets
-      - name: Build embedded SDK
-        uses: ./.github/actions/cached-dependencies
-        with:
-          run: build-embedded-sdk
      - name: Install Playwright
-        uses: ./.github/actions/cached-dependencies
+        # the $/ self-repository syntax resolves action files directly from
+        # the repository without performing a real (submodule-aware)
+        # checkout, so it can't see into a submodule's gitlink. Keep this one
+        # on the workspace-relative ./ form, consistent with every other
+        # workflow in the repo that references this action.
+        uses: ./.github/actions/cached-dependencies # zizmor: ignore[self-repository] - $/ cannot resolve an action that lives in a submodule; ./ is required here
        with:
          run: playwright-install
      - name: Run Playwright (Experimental Tests)
-        uses: ./.github/actions/cached-dependencies
+        # cached-dependencies is a submodule (not a plain directory), and
+        # the $/ self-repository syntax resolves action files directly from
+        # the repository without performing a real (submodule-aware)
+        # checkout, so it can't see into a submodule's link. Keep this one
+        # on the workspace-relative ./ form, consistent with every other
+        # workflow in the repo that references this action.
+        uses: ./.github/actions/cached-dependencies # zizmor: ignore[self-repository] - $/ cannot resolve an action that lives in a submodule; ./ is required here
        env:
          NODE_OPTIONS: "--max-old-space-size=4096"
        with:
          run: playwright-run "${{ matrix.app_root }}" experimental/
-      - name: Run Playwright (Embedded Tests)
-        uses: ./.github/actions/cached-dependencies
-        env:
-          NODE_OPTIONS: "--max-old-space-size=4096"
-          # Scope embedded-only env vars to this step. Setting them at the job
-          # level enabled the EMBEDDED_SUPERSET feature flag inside Flask for
-          # the preceding "Required Tests" and "Experimental Tests" steps too,
-          # which loads extra handlers and destabilizes the werkzeug dev
-          # server under the 2-worker Playwright load. Required Tests should
-          # match master's Flask configuration.
-          SUPERSET_FEATURE_EMBEDDED_SUPERSET: "true"
-          INCLUDE_EMBEDDED: "true"
-        with:
-          run: playwright-run "${{ matrix.app_root }}" embedded
      - name: Run Playwright (Mobile Tests)
        uses: ./.github/actions/cached-dependencies
        env:
          NODE_OPTIONS: "--max-old-space-size=4096"
-          # Scoped to this step for the same reason as the embedded flags
-          # above: the mobile consumption mode should not alter Flask's
-          # configuration for the required desktop test steps.
+          # Scoped to this step: setting feature flags at the job level would
+          # alter Flask's configuration for the preceding Experimental step
+          # too — the mobile consumption mode should not do that.
          SUPERSET_FEATURE_MOBILE_CONSUMPTION_MODE: "true"
          INCLUDE_MOBILE: "true"
        with:
@@ -188,7 +207,7 @@ jobs:
  actions-timeline:
    needs: playwright-tests-experimental
    if: always()
-    runs-on: ubuntu-26.04
+    runs-on: ubuntu-slim
    permissions:
      actions: read
    steps:
@@ -34,7 +34,7 @@ jobs:
          persist-credentials: false
      - name: Check for file changes
        id: check
-        uses: ./.github/actions/change-detector/
+        uses: $/.github/actions/change-detector/
        with:
          token: ${{ secrets.GITHUB_TOKEN }}

@@ -75,9 +75,15 @@ jobs:
          persist-credentials: false
          submodules: recursive
      - name: Setup Python
-        uses: ./.github/actions/setup-backend/
+        uses: $/.github/actions/setup-backend/
      - name: Setup MySQL
-        uses: ./.github/actions/cached-dependencies
+        # cached-dependencies is a git submodule (not a plain directory), and
+        # the $/ self-repository syntax resolves action files directly from
+        # the repository without performing a real (submodule-aware)
+        # checkout, so it can't see into a submodule's gitlink. Keep this one
+        # on the workspace-relative ./ form, consistent with every other
+        # workflow in the repo that references this action.
+        uses: ./.github/actions/cached-dependencies # zizmor: ignore[self-repository] - $/ cannot resolve an action that lives in a submodule; ./ is required here
        with:
          run: setup-mysql
      - name: Start Celery worker
@@ -210,9 +216,15 @@ jobs:
          persist-credentials: false
          submodules: recursive
      - name: Setup Python
-        uses: ./.github/actions/setup-backend/
+        uses: $/.github/actions/setup-backend/
      - name: Install dependencies
-        uses: ./.github/actions/cached-dependencies
+        # cached-dependencies is a git submodule (not a plain directory), and
+        # the $/ self-repository syntax resolves action files directly from
+        # the repository without performing a real (submodule-aware)
+        # checkout, so it can't see into a submodule's gitlink. Keep this one
+        # on the workspace-relative ./ form, consistent with every other
+        # workflow in the repo that references this action.
+        uses: ./.github/actions/cached-dependencies # zizmor: ignore[self-repository] - $/ cannot resolve an action that lives in a submodule; ./ is required here
        with:
          run: |
            # sqlite needs this working directory
@@ -257,7 +269,7 @@ jobs:
  actions-timeline:
    needs: [test-mysql, test-postgres, test-sqlite, test-postgres-required]
    if: always()
-    runs-on: ubuntu-26.04
+    runs-on: ubuntu-slim
    permissions:
      actions: read
    steps:
@@ -33,7 +33,7 @@ jobs:
          persist-credentials: false
      - name: Check for file changes
        id: check
-        uses: ./.github/actions/change-detector/
+        uses: $/.github/actions/change-detector/
        with:
          token: ${{ secrets.GITHUB_TOKEN }}

@@ -80,9 +80,15 @@ jobs:
          persist-credentials: false
          submodules: recursive
      - name: Setup Python
-        uses: ./.github/actions/setup-backend/
+        uses: $/.github/actions/setup-backend/
      - name: Setup Postgres
-        uses: ./.github/actions/cached-dependencies
+        # cached-dependencies is a submodule (not a plain directory), and
+        # the $/ self-repository syntax resolves action files directly from
+        # the repository without performing a real (submodule-aware)
+        # checkout, so it can't see into a submodule's link. Keep this one
+        # on the workspace-relative ./ form, consistent with every other
+        # workflow in the repo that references this action.
+        uses: ./.github/actions/cached-dependencies # zizmor: ignore[self-repository] - $/ cannot resolve an action that lives in a submodule; ./ is required here
        with:
          run: setup-postgres
      - name: Start Celery worker
@@ -141,13 +147,19 @@ jobs:
      - name: Start hadoop and hive
        run: docker compose -f scripts/databases/hive/docker-compose.yml up -d
      - name: Setup Python
-        uses: ./.github/actions/setup-backend/
+        uses: $/.github/actions/setup-backend/
      - name: Setup Postgres
        uses: ./.github/actions/cached-dependencies
        with:
          run: setup-postgres
      - name: Start Celery worker
-        uses: ./.github/actions/cached-dependencies
+        # cached-dependencies is a submodule (not a plain directory), and
+        # the $/ self-repository syntax resolves action files directly from
+        # the repository without performing a real (submodule-aware)
+        # checkout, so it can't see into a submodule's link. Keep this one
+        # on the workspace-relative ./ form, consistent with every other
+        # workflow in the repo that references this action.
+        uses: ./.github/actions/cached-dependencies # zizmor: ignore[self-repository] - $/ cannot resolve an action that lives in a submodule; ./ is required here
        with:
          run: celery-worker
      - name: Python unit tests (PostgreSQL)
@@ -165,7 +177,7 @@ jobs:
  actions-timeline:
    needs: [test-postgres-presto, test-postgres-hive]
    if: always()
-    runs-on: ubuntu-26.04
+    runs-on: ubuntu-slim
    permissions:
      actions: read
    steps:
@@ -35,7 +35,7 @@ jobs:
          persist-credentials: false
      - name: Check for file changes
        id: check
-        uses: ./.github/actions/change-detector/
+        uses: $/.github/actions/change-detector/
        with:
          token: ${{ secrets.GITHUB_TOKEN }}

@@ -60,7 +60,7 @@ jobs:
          persist-credentials: false
          submodules: recursive
      - name: Setup Python
-        uses: ./.github/actions/setup-backend/
+        uses: $/.github/actions/setup-backend/
        with:
          python-version: ${{ matrix.python-version }}
      - name: Python unit tests
@@ -125,7 +125,7 @@ jobs:
  unit-tests-required:
    needs: [changes, unit-tests]
    if: always()
-    runs-on: ubuntu-26.04
+    runs-on: ubuntu-slim
    timeout-minutes: 5
    permissions:
      contents: read
@@ -20,7 +20,7 @@ permissions:

 jobs:
  post-comment:
-    runs-on: ubuntu-26.04
+    runs-on: ubuntu-slim
    # Only act when the Translations workflow failed (which means a regression
    # was detected — the workflow exits 1 on regression).
    if: github.event.workflow_run.conclusion == 'failure'
@@ -32,7 +32,7 @@ jobs:

      - name: Check for file changes
        id: check
-        uses: ./.github/actions/change-detector/
+        uses: $/.github/actions/change-detector/
        with:
          token: ${{ secrets.GITHUB_TOKEN }}

@@ -45,7 +45,13 @@ jobs:
          cache-dependency-path: "superset-frontend/package-lock.json"
      - name: Install dependencies
        if: steps.check.outputs.frontend
-        uses: ./.github/actions/cached-dependencies
+        # cached-dependencies is a git submodule (not a plain directory), and
+        # the $/ self-repository syntax resolves action files directly from
+        # the repository without performing a real (submodule-aware)
+        # checkout, so it can't see into a submodule's gitlink. Keep this one
+        # on the workspace-relative ./ form, consistent with every other
+        # workflow in the repo that references this action.
+        uses: ./.github/actions/cached-dependencies # zizmor: ignore[self-repository] - $/ cannot resolve an action that lives in a submodule; ./ is required here
        with:
          run: npm-install
      - name: lint
@@ -68,13 +74,13 @@ jobs:

      - name: Check for file changes
        id: check
-        uses: ./.github/actions/change-detector/
+        uses: $/.github/actions/change-detector/
        with:
          token: ${{ secrets.GITHUB_TOKEN }}

      - name: Setup Python
        if: steps.check.outputs.python == 'true' || steps.check.outputs.frontend == 'true'
-        uses: ./.github/actions/setup-backend/
+        uses: $/.github/actions/setup-backend/

      - name: Install gettext tools
        if: steps.check.outputs.python == 'true' || steps.check.outputs.frontend == 'true'
@@ -160,7 +166,7 @@ jobs:
  actions-timeline:
    needs: [frontend-check-translations, babel-extract]
    if: always()
-    runs-on: ubuntu-26.04
+    runs-on: ubuntu-slim
    permissions:
      actions: read
    steps:
@@ -35,10 +35,10 @@ jobs:
      - name: Install dependencies
        working-directory: ./superset-websocket
        run: npm ci
-      - name: eslint
+      - name: lint
        working-directory: ./superset-websocket
-        run: npm run eslint -- . --quiet
-      - name: typescript checks
+        run: npm run lint-check
+      - name: typescript check
        working-directory: ./superset-websocket
        run: npm run type
      - name: code format check
@@ -46,7 +46,7 @@ jobs:
          persist-credentials: false

      - name: Setup supersetbot
-        uses: ./.github/actions/setup-supersetbot/
+        uses: $/.github/actions/setup-supersetbot/

      - name: Execute custom Node.js script
        env:
@@ -66,7 +66,7 @@ jobs:
          fetch-depth: 0

      - name: Setup Docker Environment
-        uses: ./.github/actions/setup-docker
+        uses: $/.github/actions/setup-docker
        with:
          dockerhub-user: ${{ secrets.DOCKERHUB_USER }}
          dockerhub-token: ${{ secrets.DOCKERHUB_TOKEN }}
@@ -81,7 +81,7 @@ jobs:
          package-manager-cache: false

      - name: Setup supersetbot
-        uses: ./.github/actions/setup-supersetbot/
+        uses: $/.github/actions/setup-supersetbot

      - name: Execute custom Node.js script
        env:
@@ -139,7 +139,7 @@ jobs:
          package-manager-cache: false

      - name: Setup supersetbot
-        uses: ./.github/actions/setup-supersetbot/
+        uses: $/.github/actions/setup-supersetbot/

      - name: Label the PRs with the right release-related labels
        env:
@@ -15,18 +15,12 @@
 # limitations under the License.
 #

-[submodule ".github/actions/latest-tag"]
-	path = .github/actions/latest-tag
-	url = https://github.com/EndBug/latest-tag
 [submodule ".github/actions/pr-lint-action"]
 	path = .github/actions/pr-lint-action
 	url = https://github.com/morrisoncole/pr-lint-action
 [submodule ".github/actions/cached-dependencies"]
 	path = .github/actions/cached-dependencies
 	url = https://github.com/apache-superset/cached-dependencies
-[submodule ".github/actions/comment-on-pr"]
-	path = .github/actions/comment-on-pr
-	url = https://github.com/unsplash/comment-on-pr
 [submodule ".github/actions/chart-testing-action"]
 	path = .github/actions/chart-testing-action
 	url = https://github.com/helm/chart-testing-action
@@ -64,10 +64,19 @@ repos:
    hooks:
      - id: oxfmt-frontend
        name: oxfmt (frontend)
-        entry: bash -c 'cd superset-frontend && files=(); for f in "$@"; do files+=("${f#superset-frontend/}"); done; npx oxfmt --write --no-error-on-unmatched-pattern -- "${files[@]}"' --
+        entry: ./scripts/oxfmt.sh superset-frontend
        language: system
        pass_filenames: true
        files: ^superset-frontend/.*\.(js|jsx|ts|tsx|css|scss|sass|json)$
+      - id: oxfmt-websocket
+        name: oxfmt (websocket)
+        entry: ./scripts/oxfmt.sh superset-websocket
+        language: system
+        pass_filenames: true
+        # JSON is excluded: superset-websocket/.oxfmtrc.json ignores *.json, so
+        # passing them here would only ever be a no-op (notably for the tracked
+        # package-lock.json).
+        files: ^superset-websocket/.*\.(js|ts)$
  - repo: local
    hooks:
      - id: oxlint-frontend
@@ -169,7 +178,7 @@ repos:
        name: zizmor (GHA security audit)
        entry: zizmor
        language: python
-        additional_dependencies: [zizmor==1.25.2]
+        additional_dependencies: [zizmor==1.30.0]
        files: ^\.github/
        types: [yaml]
        pass_filenames: false
@@ -104,6 +104,30 @@ RUN if [ "${BUILD_TRANSLATIONS}" = "true" ]; then \
    rm -rf /app/superset/translations/*/*/*.[po,mo];


+######################################################################
+# superset-websocket builds the realtime WebSocket (Node) server that
+# ships in the official image, launched via docker/entrypoints/run-websocket.sh
+######################################################################
+FROM node:24-trixie-slim AS superset-websocket
+
+# Harden `npm ci` against transient npm-registry network blips (e.g. ECONNRESET).
+ENV npm_config_fetch_retries=5 \
+    npm_config_fetch_retry_mintimeout=20000 \
+    npm_config_fetch_retry_maxtimeout=120000 \
+    npm_config_fetch_timeout=600000
+
+WORKDIR /app/superset-websocket
+
+# Install against the lockfile first (cached until it changes), then bundle the
+# TypeScript server into a single self-contained CJS file (esbuild inlines every
+# dependency), so the runtime image needs only the Node binary and dist/ — no
+# node_modules to ship.
+COPY superset-websocket/package.json superset-websocket/package-lock.json ./
+RUN --mount=type=cache,target=/root/.npm npm ci
+COPY superset-websocket/ ./
+RUN npm run build
+
+
 ######################################################################
 # Base python layer
 ######################################################################
@@ -207,9 +231,44 @@ RUN /app/docker/apt-install.sh \
 # The database file will be created at runtime when examples are loaded from Parquet files
 RUN mkdir -p /app/data && chown -R superset:superset /app/data

-# Copy compiled things from previous stages
+# --- Realtime WebSocket server (part of the official image) ---------------
+# The realtime transport (superset-websocket) is a Node service, bundled by
+# esbuild into a single self-contained file. Copy the Node runtime plus that
+# bundle so every image built from this stage can launch it via an alternate
+# entrypoint (docker/entrypoints/run-websocket.sh) rather than needing a separate
+# image. This lives here rather than in a single downstream stage so the lean and
+# dev images both ship it — docker-compose-non-dev.yml runs the websocket service
+# from the dev target.
+RUN /app/docker/apt-install.sh libstdc++6
+COPY --from=superset-websocket /usr/local/bin/node /usr/local/bin/node
+COPY --from=superset-websocket --chown=superset:superset \
+    /app/superset-websocket/dist /app/superset-websocket/dist
+
+HEALTHCHECK CMD /app/docker/docker-healthcheck.sh
+CMD ["/app/docker/entrypoints/run-server.sh"]
+EXPOSE ${SUPERSET_PORT}
+
+######################################################################
+# Final lean image...
+######################################################################
+FROM python-common AS lean
+
+# Install Python dependencies using docker/pip-install.sh.
+# Requirements are installed *before* the application source is copied
+# below so that source-only changes don't bust this (slow, network-bound)
+# cache layer or defeat --cache-from.
+COPY requirements/base.txt requirements/
+
+# Copy superset-core package needed for editable install in base.txt
+COPY superset-core superset-core
+
+RUN --mount=type=cache,target=${SUPERSET_HOME}/.cache/uv \
+    /app/docker/pip-install.sh --requires-build-essential -r requirements/base.txt
+
+# Copy compiled frontend assets and application source now that
+# dependencies have been resolved and cached above.
 COPY --from=superset-node /app/superset/static/assets superset/static/assets
-# Copy service.worker.js optionall as it doesn't exist when DEV_MODE=true
+# Copy service.worker.js optionally as it doesn't exist when DEV_MODE=true
 COPY --from=superset-node /app/superset/static/service-worker.j[s] superset/static/service-worker.js

 # TODO, when the next version comes out, use --exclude superset/translations
@@ -221,26 +280,11 @@ RUN rm superset/translations/*/*/*.po
 COPY --from=superset-node /app/superset/translations superset/translations
 COPY --from=python-translation-compiler /app/translations_mo superset/translations

-HEALTHCHECK CMD /app/docker/docker-healthcheck.sh
-CMD ["/app/docker/entrypoints/run-server.sh"]
-EXPOSE ${SUPERSET_PORT}
-
-######################################################################
-# Final lean image...
-######################################################################
-FROM python-common AS lean
-
-# Install Python dependencies using docker/pip-install.sh
-COPY requirements/base.txt requirements/
-
-# Copy superset-core package needed for editable install in base.txt
-COPY superset-core superset-core
-
+# Install the superset package itself. --no-deps because its dependencies
+# were already installed from requirements/base.txt above, so this layer
+# stays fast even though the source copy above changes on every edit.
 RUN --mount=type=cache,target=${SUPERSET_HOME}/.cache/uv \
-    /app/docker/pip-install.sh --requires-build-essential -r requirements/base.txt
-# Install the superset package
-RUN --mount=type=cache,target=${SUPERSET_HOME}/.cache/uv \
-    uv pip install -e .
+    uv pip install -e . --no-deps
 RUN python -m compileall /app/superset

 USER superset
@@ -256,22 +300,46 @@ RUN /app/docker/apt-install.sh \
    pkg-config \
    default-libmysqlclient-dev

-# Copy development requirements and install them
+# Copy development requirements and install them *before* the application
+# source is copied below, so source-only edits don't bust this cache layer.
 COPY requirements/*.txt requirements/

 # Copy local packages needed for editable installs in development.txt
 COPY superset-core superset-core
 COPY superset-extensions-cli superset-extensions-cli

-# Install Python dependencies using docker/pip-install.sh
+# requirements/development.txt is generated by `uv pip compile` and embeds
+# `-e .` (an editable install of this same package) as its first line. That
+# self-reference needs the full superset/ source tree, which hasn't been
+# copied in yet at this point, so it's stripped here; the real editable
+# install of `.` runs below, once the source is present.
 RUN --mount=type=cache,target=${SUPERSET_HOME}/.cache/uv \
-    /app/docker/pip-install.sh --requires-build-essential -r requirements/development.txt
-# Install the superset package
-RUN --mount=type=cache,target=${SUPERSET_HOME}/.cache/uv \
-    uv pip install -e .
+    grep -vxF -- "-e ." requirements/development.txt > requirements/development-deps.txt && \
+    /app/docker/pip-install.sh --requires-build-essential -r requirements/development-deps.txt

-RUN uv pip install .[postgres]
-RUN python -m compileall /app/superset
+# Copy compiled frontend assets and application source now that
+# dependencies have been resolved and cached above.
+COPY --from=superset-node /app/superset/static/assets superset/static/assets
+# Copy service.worker.js optionally as it doesn't exist when DEV_MODE=true
+COPY --from=superset-node /app/superset/static/service-worker.j[s] superset/static/service-worker.js
+
+# TODO, when the next version comes out, use --exclude superset/translations
+COPY superset superset
+# TODO in the meantime, remove the .po files
+RUN rm superset/translations/*/*/*.po
+
+# Merging translations from backend and frontend stages
+COPY --from=superset-node /app/superset/translations superset/translations
+COPY --from=python-translation-compiler /app/translations_mo superset/translations
+
+# Install the superset package together with its postgres extra, using the
+# same uv cache mount as the requirements install above. --no-deps because
+# all dependencies (including the postgres extra's psycopg2-binary) are
+# already installed from requirements/development.txt above.
+# NOTE: source is bind-mounted over /app/superset in DEV_MODE, so a
+# compileall pass here would be wasted work; unlike `lean`, `dev` skips it.
+RUN --mount=type=cache,target=${SUPERSET_HOME}/.cache/uv \
+    uv pip install -e .[postgres] --no-deps

 USER superset

@@ -441,6 +441,11 @@ categories:
      url: https://bestpair.info/
      contributors: ["@stevensuting"]

+    - name: Veremes
+      url: https://www.veremes.com/
+      logo: veremes.svg
+      contributors: ["@verdier"]
+
    - name: Virtuoso QA
      url: https://www.virtuosoqa.com

@@ -84,6 +84,16 @@ The `sql_lab` role is *additive*: it grants the SQL Lab permission set on top of

 Deployments may grant or revoke individual view-menu permissions, which shifts the boundary for that deployment but does not redefine the model. Any custom role created by an operator inherits the same principle: its capabilities are whatever the operator has explicitly granted it. The Public principal follows the same rule: operators may grant the Public role read access to specific datasets or dashboards (typically for anonymous reporting use cases), which shifts the boundary for that deployment without redefining the model.

+### Async Execution and Realtime Notifications
+
+Asynchronous execution paths do not create a separate data-access capability. A background task is a continuation of an already-authorized action, such as reading chart data or executing SQL through SQL Lab. The initiating route, command, or scheduler must enforce the same route-level and object-level checks the synchronous path would enforce before it creates the task, and the worker must execute under the initiating principal's effective identity when row-level security, impersonation, embedded guest-token scope, or similar controls affect the result.
+
+Task metadata is itself a request-scoped resource. Non-admin users and embedded guests may read or cancel only tasks they are subscribed to or that otherwise represent work they are entitled to observe; Admin may observe and manage tasks as part of the trusted operational boundary. A bug that lets a principal create, read, join, cancel, or receive task state for work outside the role and capability matrix is in scope.
+
+Realtime transports, including WebSocket delivery backed by Redis or Valkey Pub/Sub, are notification mechanisms rather than authorization sources. WebSocket notification access is controlled by `can_read` on the `Realtime` resource. The broadcast scope is authenticated-global, not public: it reaches every authenticated realtime socket, and an anonymous request receives no realtime principal, no JWT cookie, and therefore no socket, so it never receives these messages (true anonymous/Public-role realtime is not offered and would require a separate, restricted model). Broadcast Pub/Sub messages, such as list-view entity-change events, must be context-free nudges; sensitive or authoritative state must not be published on the broadcast scope. Targeted Pub/Sub messages may carry task state only when the producer names routing keys derived from an authorized identity, such as a task subscriber's principal channel (or a per-tab channel derived from it); the producer validates every routing key against the task's own subscriber principals before publishing, and the websocket server forwards the payload only to sockets bound to those keys. Full data and result payloads must still be fetched through the normal protected REST API or cache-read path. Redis Streams used for task completion, dependency, and lock-release signalling are likewise coordination signals; the metastore or cache entry they wake a consumer to read remains the source of truth.
+
+The realtime notification permission is distinct from the permission to read the underlying object. It controls whether a principal receives push notifications, not whether they may read the object once they call the protected REST API. Existing websocket connections are authorized by the JWT accepted at upgrade time; permission revocation after token minting is bounded by `WEBSOCKET_JWT_EXPIRATION_SECONDS` plus the websocket server's socket-check interval. Redis Streams are internal server-to-server coordination primitives and should not be directly exposed as an end-user subscription surface.
+
 ### Vulnerability Scope

 The test for whether a finding is in scope is a single question:
@@ -24,9 +24,220 @@ assists people when migrating to a new version.

 ## Next

+### Tagging is on by default
+
+`TAGGING_SYSTEM` now ships **on**. The Tags menu entry, the tag columns and
+filters on the chart, dashboard and saved-query lists, and the Tags field in the
+chart and dashboard property modals are all visible without configuration, and
+tags are included in asset export and import.
+
+**What operators should expect:**
+
+- **Implicit tags accrue.** Saving a chart, dashboard, dataset or saved query,
+  and favoriting an asset, write rows to `tag` and `tagged_object` (`type:chart`,
+  `editor:<user id>`, `favorited_by:<user id>`). These have always been created
+  when the flag was on; they are simply no longer opt-in.
+- **Exports gain a `tags` key and a `tags.yaml` file.** Chart and dashboard
+  export bundles carry custom tags. Importers on 6.0 and later understand both;
+  older importers skip the unrecognized `tags.yaml` file but reject chart and
+  dashboard YAML that contains a `tags` key, so strip that key before importing
+  a bundle into Superset 5.x or earlier.
+- **The flag is honored at write time.** The tagging SQLA event listeners are
+  always attached at startup; the ones that create tags check `TAGGING_SYSTEM`
+  when they fire, so the flag, including a runtime override through
+  `GET_FEATURE_FLAGS_FUNC` or `IS_FEATURE_ENABLED_FUNC`, takes effect without a
+  restart. The cleanup listeners run regardless of the flag, so deleting an
+  asset never leaves orphaned `tagged_object` rows behind.
+
+Set `FEATURE_FLAGS = {"TAGGING_SYSTEM": False}` to restore the previous
+behavior. Existing tag rows are left untouched.
+
+### Global Async Queries re-platformed onto the Global Task Framework (breaking)
+
+Global Async Queries (GAQ) no longer runs on its own bespoke async-events
+plumbing. Async chart data is now executed as Global Task Framework (GTF) tasks
+(one task per `QueryObject`), the browser learns of completion by polling
+`GET /api/v1/task/status_changes` (optionally accelerated by the WebSocket
+transport below) and re-issuing the original `/chart/data` request against the
+now-warm per-query cache, and the realtime WebSocket server is a generic,
+feature-agnostic task push transport rather than a GAQ-specific event tail.
+
+Breaking removals (no deprecation window):
+
+- The `/api/v1/async_event/` REST API, `AsyncQueryManager`, and the
+  `qc-<hash>` query-context descriptor replay endpoint
+  (`GET /api/v1/chart/data/<cache_key>`) are removed. Any client that consumed a
+  `result_url` from a `202` response must move to the re-request model (the
+  built-in frontend already does).
+- The following config keys are removed: `GLOBAL_ASYNC_QUERIES_CACHE_BACKEND`,
+  `GLOBAL_ASYNC_QUERIES_TRANSPORT`, `GLOBAL_ASYNC_QUERIES_WEBSOCKET_URL`,
+  `GLOBAL_ASYNC_QUERIES_REDIS_STREAM_PREFIX`,
+  `GLOBAL_ASYNC_QUERIES_REDIS_STREAM_LIMIT`,
+  `GLOBAL_ASYNC_QUERIES_REDIS_STREAM_LIMIT_FIREHOSE`,
+  `GLOBAL_ASYNC_QUERIES_REGISTER_REQUEST_HANDLERS`,
+  `GLOBAL_ASYNC_QUERIES_JWT_*`, and
+  `GLOBAL_ASYNC_QUERY_MANAGER_CLASS`. The coordinator (locks, GTF, and now GAQ)
+  uses `DISTRIBUTED_COORDINATION_CONFIG` exclusively.
+
+Enabling async chart data in the new flow:
+
+```python
+# feature flag: makes async chart data available (auto-enables GLOBAL_TASK_FRAMEWORK)
+FEATURE_FLAGS = {"GLOBAL_ASYNC_QUERIES": True}
+
+# a Redis connection for distributed coordination (locks, GTF signalling,
+# and the realtime pub/sub); required for async execution in production
+DISTRIBUTED_COORDINATION_CONFIG = {
+    "CACHE_TYPE": "RedisCache",
+    "CACHE_REDIS_HOST": "localhost",
+    "CACHE_REDIS_PORT": 6379,
+    "CACHE_REDIS_DB": 0,
+}
+```
+
+Async is now **opt-in per request**: `GLOBAL_ASYNC_QUERIES` only makes async
+*available*; whether a given `/chart/data` request runs async is decided by an
+`async_mode` request flag (endpoint default `false`, so programmatic API clients
+keep the synchronous `200` flow unless they opt in). The built-in frontend
+resolves the `async_mode` it sends from a policy chain — per-dashboard override →
+deployment default `GLOBAL_ASYNC_QUERIES_DEFAULT` (default `true`) → the feature
+flag — so the UI keeps its existing async behavior by default.
+
+**Embedded (guest token) async requires explicit role grants.** Async chart-data
+completion is observed through `GET /api/v1/task/status_changes` (gated by
+`can_read Task`) and, when the WebSocket transport is enabled, over the socket
+(gated by `can_read Realtime`). An authenticated Gamma user has `can_read Task` by
+default; the default guest role (`Public`) does **not**. So an embedded guest only
+runs async when the operator grants its role `can_read Task` (and `can_read
+Realtime` for the socket) — otherwise the request transparently falls back to the
+synchronous `200` flow rather than returning a `202` the guest could never resolve.
+
+Enabling the realtime WebSocket transport (optional; when enabled it becomes the
+completion transport for async chart-data — see the note on the interval poll):
+
+> **Note:** the realtime WebSocket transport is opt-in (`WEBSOCKET_ENABLE`
+> defaults to `False`). When it is **disabled**, async chart-data completion is
+> driven entirely by the `status_changes` interval poll (the source of truth).
+> When it is **enabled**, completion is delivered over the socket and the
+> recurring interval poll does not run; a one-shot `status_changes` catch-up on
+> waiter registration and on socket reconnect reconciles anything missed while
+> disconnected. The socket accelerates delivery over the authoritative
+> `status_changes` API rather than replacing it: Redis Pub/Sub is best-effort
+> (at-most-once, no replay), so a disconnect is reconciled by the catch-up on
+> reconnect/registration. In the rare case a `task.status` is missed while the
+> socket stays open, the request's give-up runs one final `status_changes` read
+> before timing out — so a chart whose query actually finished still resolves; only
+> if that read can't confirm completion does the request end in a bounded error (a
+> page reload re-establishes state).
+
+```python
+WEBSOCKET_ENABLE = True
+WEBSOCKET_URL = "ws://<same-host>:8080/"
+WEBSOCKET_JWT_SECRET = "<output of: openssl rand -base64 42>"
+```
+
+The built-in Gamma role receives `can_read Realtime`; grant that permission to
+custom roles that should receive websocket notifications.
+
+Run the `superset-websocket` Node server on the **same browser-visible host**
+(so its JWT channel cookie is shared) and point its `redis` config at the same
+instance as `DISTRIBUTED_COORDINATION_CONFIG`, plus `jwtSecret` /
+`jwtCookieName` matching the Flask config (`WEBSOCKET_JWT_SECRET` /
+`WEBSOCKET_JWT_COOKIE_NAME`, default `superset-ws-token`). During websocket JWT
+secret rotation, set the websocket server's `previousJwtSecret` /
+`PREVIOUS_JWT_SECRET` to the old key while Flask continues minting cookies with
+`WEBSOCKET_JWT_SECRET`. The server is bundled in the official Superset image
+and launched via an alternate entrypoint — no separate image is required:
+`docker run <superset-image> /app/docker/entrypoints/run-websocket.sh` (or the
+opt-in `websocket` profile in `docker compose`). It **subscribes** to a single
+Redis Pub/Sub channel, `realtime`, which carries a self-describing
+`{topic, scope, routes, payload}` envelope (both the broadcast `entity.changed`
+nudges and the targeted `task.status` messages), and forwards `{topic, payload}`
+to browsers after routing — so a Redis ACL for the websocket server must allow
+subscribing to `realtime` (this replaces the earlier `entity-changes:*` /
+`task-status` channels); see `superset-websocket/README.md`.
+
+Orphaned GTF tasks (a worker killed mid-execution) are now detected and cleaned
+up server-side. While a worker holds a task it writes a liveness heartbeat
+(`tasks.last_heartbeat`, every `GTF_TASK_HEARTBEAT_INTERVAL` seconds, default
+`15`); a dedicated `reap_orphaned_tasks` Celery beat job reaps any active task
+whose heartbeat is older than `GTF_ORPHAN_TASK_TIMEOUT` (default `60`) — revoking
+its Celery job, marking it `FAILURE` so waiters unblock, and (on engines that
+support query cancellation) cancelling the abandoned warehouse query out-of-band.
+Enable the `reap_orphaned_tasks` beat schedule on a short interval (e.g. every
+minute); it is separate from `prune_tasks` (a heavier retention delete run
+infrequently). The heartbeat write is issued out-of-band and deliberately does
+not advance `changed_on`.
+
+Async chart-data query tasks are now cancellable: a per-query timeout
+(`GLOBAL_ASYNC_QUERIES_QUERY_TIMEOUT`, default `None` = unbounded) or a user
+cancel aborts the task, and on database engines that support query cancellation
+(e.g. PostgreSQL, MySQL, Snowflake, Redshift) the abort also cancels the running
+warehouse query over a fresh connection — including when the worker died (the
+reaper cancels it). Engines without cancel support are unaffected — the task is
+still freed, but the query runs to completion.
+
+- Calculated (expression) dataset columns are now wrapped in parentheses when
+  compiled to SQL (`(<expression>)`), in `SELECT`, `GROUP BY`, `ORDER BY`,
+  `COUNT(DISTINCT ...)`, and the series-limit (top-N) prequery/JOIN paths. This
+  fixes a correctness bug where a bare boolean operator (e.g. `OR`) inside a
+  calculated column used as a series dimension leaked into the surrounding
+  operator precedence (`state = 'CA' OR state = 'NY' = 1` mis-parsing as
+  `state = 'CA' OR (state = 'NY' = 1)`). Query results are otherwise unchanged,
+  but the generated SQL text for calculated-column queries differs; deployments
+  that key on the exact compiled SQL (custom result-cache keys, logging, or SQL
+  diffing) may observe the added parentheses. Physical columns are unaffected,
+  as are calculated columns used as a temporal (time/x-axis) dimension, which
+  resolve through a separate time-grain path (`get_timestamp_expression`).
+
+- **[BREAKING] `SemanticLayer` and `SemanticView` are now classified in the
+  Flask-AppBuilder role sets**, so `sync_role_definitions` (run on
+  `superset init` and on startup) stops granting the built-in **Gamma** role
+  write access to them. `SemanticLayer` is treated like `Database`
+  (`READ_ONLY_MODEL_VIEWS`): create/edit/delete become **admin-only**, while
+  read stays broadly available (its configuration is returned masked).
+  `SemanticView` is treated like `Dataset` (`GAMMA_READ_ONLY_MODEL_VIEWS`):
+  writes are Alpha-tier, reads Gamma-tier. Its custom read endpoints
+  (`views`, `connections`) are mapped to `can_read` so they remain
+  accessible under the read-only classification. A deployment relying on
+  Gamma users creating or editing semantic layers/views must grant those
+  permissions through a custom role. A migration retires the now-unused
+  `can_views` / `can_connections` permissions left on the `SemanticLayer`
+  view menu by earlier builds. Two upgrade-time notes on that migration:
+  it seeds the `SemanticLayer` view menu and its `can_read` PVM if absent, so
+  even a fresh or flag-off install gains that permission (harmless — the
+  endpoints 404 while `SEMANTIC_LAYERS` is off); and retiring the stale
+  permissions remaps any role that held them onto `can_read`, a small
+  widening — a custom role granted only `can_views` or `can_connections` gains
+  `can_read` (the semantic-layer list and its masked-configuration detail),
+  which it could not previously reach. Operators who hand-rolled semantic-layer
+  roles should re-audit them after upgrading. The feature remains gated behind
+  the default-off `SEMANTIC_LAYERS` flag.
+
+### Archived dataset purge requires impact confirmation
+
+`GET /api/v1/dataset/<uuid>/purge-impact` returns the charts and distinct
+dashboards affected by permanently deleting an archived dataset, together with
+an opaque `impact_token`. The dataset purge endpoint now requires that token in
+the JSON body as `confirmed_impact_token`. API clients that call
+`POST /api/v1/dataset/<uuid>/purge` must fetch and display the impact first;
+requests with a missing or malformed token are rejected with 400.
+
+The server rechecks the dependency identities immediately before mutation. If
+they changed, purge performs no deletion and returns 409 with a refreshed impact
+payload. Clients must display the new impact and obtain renewed confirmation
+before retrying. Preview or recheck failures fail closed rather than treating
+unknown impact as zero. Chart and dashboard purge endpoints are unchanged.
+
+- The dashboard datasource-based visibility fallback now fails closed: a dashboard whose member charts’ datasources cannot be resolved (deleted datasource rows, missing `datasource_id`, or unsupported datasource types) is no longer accessible to users without explicit editor/viewer rights, and a dashboard composed of semantic-view charts now requires `datasource_access` on (at least one of) its semantic views or their parent semantic layer — previously any authenticated user could open such a dashboard’s shell. Because the fallback now considers every member chart rather than only table-backed ones, a user holding `datasource_access` on any single member datasource — including a semantic view or its parent layer — can open a mixed dashboard that previously denied them. Dashboards with no charts remain accessible, and dashboards with explicit viewers are unaffected. Conversely, holders of `all_datasource_access` now see every published no-viewer dashboard in the dashboard list — including chart-less ones previously hidden by the inner joins — matching what the object-level gate already allowed them to open.
+- Version restore (`POST /api/v1/{chart,dashboard,dataset}/<uuid>/versions/<version_uuid>/restore`) now refuses an **externally managed** entity (`is_managed_externally = True`) with HTTP 403, enforcing server-side what the docs already promised. Previously the refusal existed only in the browser, so an otherwise-authorized editor could restore such an entity by calling the endpoint directly and have the restore overwritten on the next external sync. Soft-delete recovery is deliberately unaffected — it changes visibility, not content.
 - `SAMPLES_ROW_LIMIT` is now the default for `/datasource/samples` requests without a valid explicit `per_page`, rather than a hard per-request ceiling; explicit limits are honored up to the existing global row-limit ceiling, matching `/chart/data` SAMPLES requests.
 - The `cockroachdb` extra (`pip install apache-superset[cockroachdb]`) now installs `sqlalchemy-cockroachdb` instead of the abandoned `cockroachdb` package, whose SQLAlchemy dialect could not be imported under SQLAlchemy 2.0. Existing environments with the old package installed should `pip uninstall cockroachdb && pip install sqlalchemy-cockroachdb` (or simply reinstall the extra) to restore CockroachDB connectivity.

+### Native Value filter "Select all" always targets the whole column
+
+The native "Value" filter's bulk "Select all" / "Clear" controls now operate on the entire loaded set of column values regardless of any text typed into the filter's search box. Previously the "Select all (N)" count briefly flickered to the search-scoped count before settling on the full-column count, and clicking "Select all" while searching could select only the currently matching subset. Search-scoped bulk selection was never a supported feature; the count is now stable and always matches what "Select all" selects (the full column). No configuration change is required.
+
 ### MCP tool results preserve stored string values

 Structured MCP tool results no longer add `<UNTRUSTED-CONTENT>` wrappers or
@@ -230,8 +441,10 @@ Behavior changes to be aware of:
  fail fast at the first phase check rather than erroring at setup.
 - Dashboard reports whose charts have not mounted are no longer captured
  blank: readiness is polled until the deadline, and the report fails loudly
-  if charts never mount. Thumbnails and non-report screenshots keep their
-  previous behavior.
+  if charts never mount. Large tiled reports also retry Chromium screenshot
+  stalls and suspicious uniform tiles, while persistent screenshot timeouts
+  fail loudly. Large tiled thumbnails use the same bounded retries, but retain
+  their previous failure contract after a persistent timeout.

 ### Embedded (guest token) API responses no longer echo database errors

@@ -325,31 +538,37 @@ Note that a retried query returns partial data with no truncation indicator
 (e.g. a filter dropdown may list only a subset of values on tables above the
 row cap).

-### Dashboard "Export Data to Excel" requires a Celery worker and S3 bucket
+### Dashboard Excel exports support direct downloads

 A new dashboard action exports every chart's data to a single multi-sheet
-`.xlsx` asynchronously. It is disabled by default and turns on only when
-`EXCEL_EXPORT_S3_BUCKET` is set (the endpoint returns `501` otherwise). It also
-requires a running Celery worker and a configured SMTP transport, since the task
-emails the requesting user a pre-signed download link. New config keys:
-`EXCEL_EXPORT_S3_BUCKET`, `EXCEL_EXPORT_S3_KEY_PREFIX`,
+`.xlsx`. Without an export bucket, Superset builds the workbook during the
+request and returns it to the browser. When `EXCEL_EXPORT_S3_BUCKET` is set, a
+Celery worker builds and uploads the workbook, then emails the user a pre-signed
+download link. This queued path also needs a worker and SMTP transport.
+
+Direct downloads are limited by `EXCEL_EXPORT_SYNC_MAX_ROWS` (default
+`100_000`), based on the combined `row_limit` of the planned queries. Superset
+uses `ROW_LIMIT` when a query omits its limit and returns `400` before querying
+if the total exceeds the limit. Image exports also return `400` without an export
+bucket because they require background webdriver rendering.
+
+`POST /api/v1/dashboard/<id>/export_xlsx/` returns either `202` with a queued job
+id or `200` with the workbook. It no longer returns `501` when no bucket is set.
+
+New config keys: `EXCEL_EXPORT_S3_BUCKET`, `EXCEL_EXPORT_S3_KEY_PREFIX`,
 `EXCEL_EXPORT_LINK_TTL_SECONDS`, `EXCEL_EXPORT_S3_CLIENT_KWARGS`,
-`EXCEL_EXPORT_TABLE_VIZ_TYPES`, and `EXCEL_EXPORT_QUERY_CONTEXT_BUILDER`.
+`EXCEL_EXPORT_SYNC_MAX_ROWS`, `EXCEL_EXPORT_TABLE_VIZ_TYPES`, and
+`EXCEL_EXPORT_QUERY_CONTEXT_BUILDER`.

-The feature depends on `boto3`, which is **not** installed by default; install it
-with `pip install apache-superset[excel-export]`.
+The queued path depends on `boto3`, which is **not** installed by default; install
+it with `pip install apache-superset[excel-export]`. The direct-download path
+does not use it.

-Charts store their `query_context` only once they have been (re-)saved in
-Explore, so older charts may have none. For a fixed, conservative set of viz
-types (`table`, `big_number_total`, `big_number`, `pie`) the export rebuilds a
-query context from the chart's saved form data so those charts still export.
-The rebuild is a single-query mapping and does **not** reproduce plugin
-post-processing (pivot, rolling, forecast) or multi-query charts, so any chart of
-another type without a saved query context is skipped and listed in the email for
-the user to re-save. To cover those types, set `EXCEL_EXPORT_QUERY_CONTEXT_BUILDER`
-to a callable that receives the chart's form data and returns a query-context
-payload (or `None` to fall back to the built-in rebuild) — for example one backed
-by a service that runs the chart's real frontend `buildQuery`.
+For `table`, `big_number_total`, `big_number`, and `pie` charts without a saved
+`query_context`, Superset rebuilds a single query from saved form data. Charts
+that need post-processing or multiple queries are skipped and listed on the
+workbook's "Export Summary" sheet. Use `EXCEL_EXPORT_QUERY_CONTEXT_BUILDER` to
+support more chart types.

 A second mode, **Export Images to Excel**, embeds non-table charts as rendered
 images (which viz types stay tabular is controlled by
@@ -1020,6 +1239,8 @@ Custom time ranges that use the "Now" or "Today" anchor (for the Start, End, or

 Charts and dashboards using these anchors will compute a different (correct) timestamp after upgrading; if a chart's filters or drill-downs were tuned to compensate for the old offset, review them after upgrading.

+- [43916](https://github.com/apache/superset/pull/43916): The `docker-compose` dev loop now skips re-running `superset load_examples` on every `docker compose up` once the example data and dashboards are present in the databases (set `SUPERSET_FORCE_LOAD_EXAMPLES=yes` to reload them anyway), and the `superset-node` service now defaults `DISABLE_TS_CHECKER=true` like `docker-compose-light.yml` already did, skipping webpack's TypeScript type-checking pass in dev by default.
+
 ## 6.1.0

 ### ClickHouse minimum driver version bump
@@ -138,6 +138,7 @@ services:
        condition: service_started
    volumes: *superset-volumes
    environment:
+      SUPERSET_FORCE_LOAD_EXAMPLES: "${SUPERSET_FORCE_LOAD_EXAMPLES:-}"
      DATABASE_HOST: db-light
      DATABASE_DB: superset_light
      POSTGRES_DB: superset_light
@@ -137,6 +137,41 @@ services:
    healthcheck:
      disable: true

+  # Realtime WebSocket transport, launched from the official image via its
+  # alternate entrypoint (no separate image needed). Opt-in — start it with
+  # `docker compose --profile websocket up`. To actually use it, the Superset
+  # app must also set WEBSOCKET_ENABLE=true, WEBSOCKET_URL, and a matching
+  # WEBSOCKET_JWT_SECRET (== the JWT_SECRET below) in docker/.env-local.
+  superset-websocket:
+    build:
+      <<: *common-build
+    container_name: superset_websocket
+    profiles:
+      - websocket
+    # Neither a volume mount nor the root user is needed: the entrypoint and the
+    # Node bundle it runs are both baked into the image, and the server is
+    # configured entirely through the environment below.
+    command: ["/app/docker/entrypoints/run-websocket.sh"]
+    environment:
+      REDIS_HOST: redis
+      REDIS_PORT: 6379
+      PORT: 8080
+      JWT_COOKIE_NAME: superset-ws-token
+      # Dev-only default; must match the app's WEBSOCKET_JWT_SECRET and be
+      # replaced with a strong secret (>= 32 bytes) outside local development.
+      JWT_SECRET: ${WEBSOCKET_JWT_SECRET:-dev-only-websocket-secret-change-me!}
+      # Optional verify-only old key for websocket JWT secret rotation.
+      PREVIOUS_JWT_SECRET: ${WEBSOCKET_PREVIOUS_JWT_SECRET:-}
+    restart: unless-stopped
+    ports:
+      - 8080:8080
+    depends_on:
+      redis:
+        condition: service_started
+    # Overrides the image-level HEALTHCHECK, which probes the Superset app.
+    healthcheck:
+      test: ["CMD-SHELL", "curl -f http://localhost:8080/health"]
+
 volumes:
  superset_home:
    external: false
@@ -183,6 +183,8 @@ services:
        condition: service_started
    user: *superset-user
    volumes: *superset-volumes
+    environment:
+      SUPERSET_FORCE_LOAD_EXAMPLES: "${SUPERSET_FORCE_LOAD_EXAMPLES:-}"
    healthcheck:
      disable: true

@@ -202,6 +204,7 @@ services:
      BUILD_SUPERSET_FRONTEND_IN_DOCKER: true
      NPM_RUN_PRUNE: false
      SCARF_ANALYTICS: "${SCARF_ANALYTICS:-}"
+      DISABLE_TS_CHECKER: "${DISABLE_TS_CHECKER:-true}"
      # configuring the dev-server to use the host.docker.internal to connect to the backend
      superset: "http://superset:8088"
      # Webpack dev server must bind to 0.0.0.0 to be accessible from outside the container
@@ -73,6 +73,12 @@ SUPERSET_ENV=development
 # Swagger UI is opt-in (off by default); enable it for local development.
 SUPERSET_ENABLE_SWAGGER_UI=true
 SUPERSET_LOAD_EXAMPLES=yes
+# Once the example data and dashboards are present in the databases,
+# `docker-init.sh` skips `superset load_examples` on later runs. Set to "yes"
+# (or run `SUPERSET_FORCE_LOAD_EXAMPLES=yes docker compose up`) to reload the
+# examples anyway, e.g. after changing the example datasets or after a partial
+# load.
+#SUPERSET_FORCE_LOAD_EXAMPLES=no
 CYPRESS_CONFIG=false
 SUPERSET_PORT=8088
 MAPBOX_API_KEY=''
@@ -66,14 +66,44 @@ echo_step "3" "Starting" "Setting up roles and perms"
 superset init
 echo_step "3" "Complete" "Setting up roles and perms"

+# Loading examples parses and inserts every example dataset, chart and
+# dashboard and is one of the slowest steps of `docker compose up`. Rather
+# than trusting a marker file (which goes stale as soon as the database volume
+# is recreated), ask the databases themselves: when both the example data and
+# the dashboards imported from it are present, the previous load completed and
+# there is nothing left to redo. Any failure here (missing tables, unreachable
+# database, import error) simply reports "not loaded" so the full load runs.
+examples_already_loaded() {
+    python - <<'PY' 2>/dev/null
+import sys
+
+from superset.app import create_app
+from superset.sql.parse import Table
+
+app = create_app()
+with app.app_context():
+    from superset import db
+    from superset.models.dashboard import Dashboard
+    from superset.utils.database import get_example_database
+
+    has_dashboard = (
+        db.session.query(Dashboard).filter_by(slug="world_health").first() is not None
+    )
+    has_data = get_example_database().has_table(Table("wb_health_population"))
+    sys.exit(0 if has_dashboard and has_data else 1)
+PY
+}
+
 if [ "$SUPERSET_LOAD_EXAMPLES" = "yes" ]; then
-    # Load some data to play with
    echo_step "4" "Starting" "Loading examples"

-
-    # If Cypress run which consumes superset_test_config – load required data for tests
+    # Cypress runs always load, since they need a distinct set of test data
+    # (`--load-test-data`) in a separate database. Set
+    # SUPERSET_FORCE_LOAD_EXAMPLES=yes to reload the examples regardless.
    if [ "$CYPRESS_CONFIG" == "true" ]; then
        superset load_examples --load-test-data
+    elif [ "$SUPERSET_FORCE_LOAD_EXAMPLES" != "yes" ] && examples_already_loaded; then
+        echo "Examples already loaded, skipping (set SUPERSET_FORCE_LOAD_EXAMPLES=yes to reload them)"
    else
        superset load_examples
    fi
@@ -19,6 +19,14 @@
 #
 HYPHEN_SYMBOL='-'

+STATSD_ARGS=()
+STATSD_HOST="${SERVER_STATSD_HOST//[[:space:]]/}"
+if [ -n "${STATSD_HOST}" ]; then
+    STATSD_PORT="${SERVER_STATSD_PORT//[[:space:]]/}"
+    STATSD_PORT="${STATSD_PORT:-8125}"
+    STATSD_ARGS=(--statsd-host "${STATSD_HOST}:${STATSD_PORT}" --statsd-prefix "${SERVER_STATSD_PREFIX:-superset}")
+fi
+
 exec gunicorn \
    --bind "${SUPERSET_BIND_ADDRESS:-0.0.0.0}:${SUPERSET_PORT:-8088}" \
    --access-logfile "${ACCESS_LOG_FILE:-$HYPHEN_SYMBOL}" \
@@ -33,4 +41,5 @@ exec gunicorn \
    --max-requests-jitter ${WORKER_MAX_REQUESTS_JITTER:-0} \
    --limit-request-line ${SERVER_LIMIT_REQUEST_LINE:-0} \
    --limit-request-field_size ${SERVER_LIMIT_REQUEST_FIELD_SIZE:-0} \
+    "${STATSD_ARGS[@]}" \
    "${FLASK_APP}"
@@ -0,0 +1,44 @@
+#!/usr/bin/env bash
+#
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+#
+# Launch the realtime WebSocket server (superset-websocket) bundled in the
+# official image. Run it with:
+#
+#   docker run <superset-image> /app/docker/entrypoints/run-websocket.sh
+#
+# Configure via environment variables — see superset-websocket/src/config.ts for
+# the authoritative, complete set (Redis connection, logging, connection limits,
+# StatsD, etc.). The values that MUST match the Flask app's config are:
+#   JWT_SECRET      == WEBSOCKET_JWT_SECRET
+#   JWT_COOKIE_NAME == WEBSOCKET_JWT_COOKIE_NAME (default superset-ws-token)
+#   REALTIME_CHANNEL_PREFIX == Flask REALTIME_CHANNEL_PREFIX (default empty; set a
+#     per-deployment value on both sides to isolate a shared Redis/Valkey)
+# Optional rotation setting:
+#   PREVIOUS_JWT_SECRET == old WEBSOCKET_JWT_SECRET accepted for verification
+# and the Redis connection (REDIS_HOST/REDIS_PORT/...) must point at the same
+# instance as the app's DISTRIBUTED_COORDINATION_CONFIG.
+set -e
+
+# Run from a writable directory so that opting into file logging with the
+# default relative LOG_FILENAME (LOG_TO_FILE=true) writes somewhere the
+# unprivileged `superset` user can create files, rather than the read-only /app.
+# The config.json lookup is unaffected (it resolves relative to the bundle).
+cd "${SUPERSET_HOME:-/app/superset_home}"
+
+exec node /app/superset-websocket/dist/index.cjs start
@@ -15,8 +15,8 @@
    "db": 0,
    "ssl": false
  },
-  "redisStreamPrefix": "async-events-",
  "jwtAlgorithms": ["HS256"],
  "jwtSecret": "CHANGE-ME-IN-PRODUCTION-GOTTA-BE-LONG-AND-SECRET",
-  "jwtCookieName": "async-token"
+  "previousJwtSecret": "",
+  "jwtCookieName": "superset-ws-token"
 }
@@ -476,6 +476,16 @@ to determine which hosts are internal.

 There are many reasons that reports might not be working. Try these steps to check for specific issues.

+### Blank PDF or PNG captures
+
+Playwright report captures are checked for blank image content as well as chart
+readiness. Captures detected as blank where chart content is expected are retried
+up to three total attempts, within the execution deadline. If they remain blank,
+the report fails instead of delivering the blank or partial attachment. This also
+applies to alerts that attach reports. Check worker logs for
+`ScreenshotBlankCaptureError` and `report_capture_validation` when investigating
+these failures.
+
 ### Confirm feature flag is enabled and you have sufficient permissions

 If you don't see "Alerts & Reports" under the _Manage_ section of the Settings dropdown in the Superset UI, you need to enable the `ALERT_REPORTS` feature flag (see above). Enable another feature flag and check to see that it took effect, to verify that your config file is getting loaded.
@@ -486,6 +496,39 @@ Log in as an admin user to ensure you have adequate permissions.

 This is the best source of information about the problem. In a docker compose deployment, you can do this with a command like `docker logs superset_worker --since 1h`.

+### CSV and Excel chart-data request failures
+
+The worker uses the saved query context to POST to the chart-data export endpoint,
+falling back to the legacy GET export when a query context cannot be generated.
+`ALERT_REPORTS_CSV_REQUEST_TIMEOUT` (60 seconds by default) limits socket operations;
+the report execution budget and its delivery/cleanup reserves also cap the request.
+Connection and read timeouts are reported as CSV/Excel generation timeouts.
+These attachment timeouts are logged at error level and explicitly mark the report
+task as failed, while the report execution retains its ERROR state and separate
+error-notification history. Other HTTP 408 exception handling is unchanged.
+
+To tolerate short-lived transport failures, operators can opt in with
+`ALERT_REPORTS_CSV_REQUEST_RETRY = True` (default: `False`). This permits **one** retry
+for transient connection/read failures and HTTP 429, 500, 502, 503, or 504. Other
+HTTP statuses are not retried. Backoff is 0.5 seconds, extended to at most 2 seconds
+for a numeric `Retry-After`; longer, invalid, or date-based delays are not retried
+inline. Both attempts and backoff share the initial request timeout allowance and
+respect the remaining execution budget. Unbounded requests are not retried.
+A request that consumes its entire timeout does **not** get another full timeout.
+Socket timeouts are not wall-clock cancellation: existing report task limits still
+interrupt in-flight work. A timed-out server query can continue running, so enabling
+retries can increase database load. Leave retries disabled unless appropriate for
+your deployment; disable the setting to roll back retry behavior.
+
+Worker diagnostics include schedule/chart identifiers, a fixed endpoint path (no
+query string), error category, HTTP status, timeout, elapsed duration, and attempt.
+For HTTP errors, at most 4097 response bytes are read to enforce a 4096-byte limit.
+Only recognized Superset error types from up to four JSON errors are retained;
+free-form messages, extra fields, and non-JSON or oversized bodies are redacted or
+omitted. Cookies, authentication headers, URLs, SQL, and query payloads are not
+included in these transport diagnostics. HTTP 400 therefore remains a failure to
+investigate, not a reason to repeat the same request.
+
 ### Check web browser and webdriver installation

 To take a screenshot, the worker visits the dashboard or chart using a headless browser, then takes a screenshot. If you are able to send a chart as CSV, XLSX, or text but can't send as PNG, your problem may lie with the browser.
@@ -97,6 +97,37 @@ This setting only applies to requests detected as native filter option queries.
 over the per-chart/dataset/database timeouts, but not over an explicit per-request
 `custom_cache_timeout` override (e.g. "Force refresh").

+## Async Query Result Cache TTL
+
+When [Global Async Queries](/admin-docs/configuration/configuring-superset#feature-flags) is
+enabled, a chart-data request that runs asynchronously does not return the result inline. Instead the
+query executes on a background task that **writes the result to the data cache**, and the browser
+then re-issues the same request to read that result back out of the cache once the task succeeds.
+
+This read-back is what makes the result-cache TTL matter for correctness, not just performance: if
+the effective TTL is shorter than the full async round trip (task execution + the client's poll
+interval + the re-fetch), the entry can be **evicted before the client reads it**, leaving the chart
+stuck re-running instead of loading. To prevent this, async requests floor their result-cache TTL to
+`GLOBAL_ASYNC_QUERIES_MIN_CACHE_TTL` (seconds, default `300` — five minutes):
+
+```python
+GLOBAL_ASYNC_QUERIES_MIN_CACHE_TTL = 300  # seconds
+```
+
+How the floor interacts with the timeouts above:
+
+- It applies **only to async execution**. Synchronous `/chart/data` requests keep their normal
+  chart/dataset/database/`DATA_CACHE_CONFIG` timeout even when Global Async Queries is enabled.
+- A **longer** effective TTL from that chain is kept as-is — the floor only raises TTLs that are
+  shorter than it.
+- A TTL of `0` ("cache forever") is left untouched.
+
+Tuning guidance: raise this value if your workload's async round trip can exceed five minutes (very
+long-running queries or slow warehouses), otherwise those charts may intermittently fail to load. Be
+aware of the trade-off — because the floor can raise an async result's TTL above a shorter cache
+retention policy, it keeps async results in the cache longer and modestly increases cache
+(Redis/Valkey) usage. Do not lower it below your worst-case async round trip.
+
 ## Limiting Cached Result Size

 Very large chart or SQL query results can flood the cache backend (Redis/Memcached), evicting many
@@ -316,14 +347,25 @@ high-performance distributed operations. This configuration enables:

 - **Distributed locking**: Moves lock operations from the metadata database to Redis, improving
  performance and reducing metastore load
- **Real-time event notifications**: Enables instant pub/sub messaging for task abort signals and
-  completion notifications instead of polling-based approaches
+- **Event-driven notifications**: Task completion and abort signals are delivered over Redis
+  **Streams**, so waiters (sync join-and-wait, task-dependency DAGs, abort listeners) wake when a
+  signal lands instead of polling the metadata database. Because stream entries are persisted, a
+  waiter that reads slightly late, reconnects, or fails over still receives the signal. Without this
+  backend, these operations poll the metadata database instead.

 :::note
-This requires Redis or Valkey specifically—it uses Redis-specific features (pub/sub, `SET NX EX`)
-that are not available in general Flask-Caching backends.
+This requires Redis or Valkey specifically—it uses Redis-specific features (Streams, pub/sub,
+`SET NX EX`) that are not available in general Flask-Caching backends.
 :::

+Each signal stream keeps only its latest entry and is given a TTL, so signal streams for tasks that
+are never awaited do not accumulate in Redis/Valkey. Set the retention window with
+`DISTRIBUTED_COORDINATION_SIGNAL_TTL` (seconds, default 24 hours):
+
+```python
+DISTRIBUTED_COORDINATION_SIGNAL_TTL = 24 * 60 * 60
+```
+
 ### Configuration

 The distributed coordination uses Flask-Caching style configuration for consistency with other cache
@@ -366,9 +408,8 @@ DISTRIBUTED_COORDINATION_CONFIG = {
 }
 ```

-By default, connections opened for `DISTRIBUTED_COORDINATION_CONFIG` (as well as
-`GLOBAL_ASYNC_QUERIES_CACHE_BACKEND`, which uses the same `RedisCache`/`RedisSentinelCache`
-backend) have no socket timeout. This can be overridden with `CACHE_REDIS_SOCKET_TIMEOUT` and
+By default, connections opened for `DISTRIBUTED_COORDINATION_CONFIG` have no socket
+timeout. This can be overridden with `CACHE_REDIS_SOCKET_TIMEOUT` and
 `CACHE_REDIS_SOCKET_CONNECT_TIMEOUT`, both in seconds:

 ```python
@@ -566,6 +566,55 @@ def FLASK_APP_MUTATOR(app: Flask) -> None:
    app.before_request_funcs.setdefault(None, []).append(make_session_permanent)
 ```

+## Carrying extra data through chart and dashboard exports
+
+Deployments often attach their own metadata to charts and dashboards — an owning
+team, a catalogue entry, a cost centre — and need it to survive an export/import
+round trip between environments. `EXTRA_ASSET_EXPORT_FIELDS` and
+`EXTRA_ASSET_IMPORT_HANDLER` let you do that without forking the export commands.
+
+The export hook receives the model and the asset type (`"chart"` or `"dashboard"`)
+and returns a mapping, which is serialised under the `extra` key of the asset's
+YAML. The import hook receives the model, the asset type and that same mapping,
+once the asset exists and has an id:
+
+```python
+# superset_config.py
+def _export_fields(model, asset_type):
+    return {"owning_team": lookup_team(model)}
+
+
+def _import_handler(model, asset_type, extra):
+    if team := extra.get("owning_team"):
+        assign_team(model, team)
+
+
+EXTRA_ASSET_EXPORT_FIELDS = _export_fields
+EXTRA_ASSET_IMPORT_HANDLER = _import_handler
+```
+
+The exported YAML then carries:
+
+```yaml
+slice_name: Revenue by region
+...
+extra:
+  owning_team: analytics-platform
+```
+
+A few things worth knowing:
+
+- **Both hooks are optional and default to `None`.** With neither configured,
+exported files are byte-for-byte what they were before, and imports behave
+identically.
+- **Everything lives under the single `extra` key.** The import schemas reject
+unknown top-level fields, so namespacing under `extra` keeps that strictness
+while leaving you free to change the shape of your own payload later.
+- **An export hook returning `None` or an empty mapping writes nothing**, so
+assets without your metadata do not gain an empty `extra` block.
+- **The import handler runs after the asset is created or updated**, which means
+you can rely on `model.id`. Raising from it will fail the import.
+
 ## Customizing the landing page (index view)

 The page served at `/` is rendered by an index view. By default Superset registers
@@ -50,13 +50,34 @@ Superset can be configured to log events to [StatsD](https://github.com/statsd/s
 if desired. Most endpoints hit are logged as
 well as key events like query start and end in SQL Lab.

-To setup StatsD logging, it’s a matter of configuring the logger in your `superset_config.py`.
-If not already present, you need to ensure that the `statsd`-package is installed in Superset's python environment.
+Superset can also collect gunicorn [metrics](https://gunicorn.org/instrumentation/).
+To enable these, the following environment variables should be set:
+
+```bash
+SERVER_STATSD_HOST=localhost
+SERVER_STATSD_PORT=8125
+SERVER_STATSD_PREFIX=superset
+```
+
+To setup StatsD logging for Superset, it’s a matter of configuring the logger in your `superset_config.py`.

 ```python
+import os
 from superset.stats_logger import StatsdStatsLogger
-STATS_LOGGER = StatsdStatsLogger(host='localhost', port=8125, prefix='superset')
+
+try:
+    STATSD_PORT = int(os.environ.get("SERVER_STATSD_PORT", "8125"))
+except ValueError:
+    STATSD_PORT = 8125
+
+STATS_LOGGER = StatsdStatsLogger(
+    host=os.environ.get("SERVER_STATSD_HOST", "localhost"),
+    port=STATSD_PORT,
+    prefix=os.environ.get("SERVER_STATSD_PREFIX", "superset"),
+)
 ```

+[statsd](https://pypi.org/project/statsd/) in version ~3.3.0 must be installed.
+
 Note that it’s also possible to implement your own logger by deriving
 `superset.stats_logger.BaseStatsLogger`.
@@ -253,6 +253,58 @@ def my_custom_auth_factory(app):
 MCP_AUTH_FACTORY = my_custom_auth_factory
 ```

+### Embedded Guest Authentication
+
+Superset's [embedded dashboards](/user-docs/using-superset/embedding) feature mints short-lived **guest tokens** for anonymous/embedded viewers. The MCP server can accept these same guest tokens, so an embedded guest (e.g. an in-app chatbot next to an embedded dashboard) can call MCP tools scoped to the dashboards/resources named in its token.
+
+This is opt-in and reuses the existing core guest-token configuration -- there is no MCP-specific guest secret or audience.
+
+```python
+# superset_config.py
+FEATURE_FLAGS = {"EMBEDDED_SUPERSET": True}   # required -- guest tokens only exist when this is on
+MCP_EMBEDDED_GUEST_AUTH_ENABLED = True        # opt-in for the MCP transport (default False)
+```
+
+Present the guest token the same way as any other bearer token:
+
+```bash
+curl -X POST http://localhost:5008/mcp \
+  -H 'Content-Type: application/json' \
+  -H 'Authorization: Bearer YOUR_GUEST_TOKEN' \
+  -d '{"jsonrpc": "2.0", "method": "tools/list", "id": 1}'
+```
+
+**How it works**
+
+- A dedicated guest-token verifier validates the token against the same `GUEST_TOKEN_JWT_SECRET` / `GUEST_TOKEN_JWT_ALGO` / `GUEST_TOKEN_JWT_AUDIENCE` config used by embedded dashboards, replays the embedded structural checks, and enforces revocation (global version bumps and per-dashboard `guest_token_revoked_before` cutoffs). It runs *before* the JWT verifier described above, since guest tokens are signed with a different key/algorithm and would otherwise be rejected at the transport.
+- A verified guest resolves to a Superset guest user as the highest-priority identity, so it's never downgraded to API-key / `MCP_DEV_USERNAME` / dev-mode resolution. Data access is scoped by the same checks (dataset allowlist, dashboard access, row-level security) that apply to embedded dashboard views.
+- Guests are restricted to a default-deny allow-list, `MCP_GUEST_ALLOWED_TOOLS`, regardless of `MCP_RBAC_ENABLED`. Sensitive enumeration tools like `find_users` and `get_instance_info` are denied simply by being absent from the default list.
+- Setting `MCP_AUTH_FACTORY` bypasses this whole path: a configured factory is tried first, and the default factory that wires up the guest-token verifier is never reached. If you rely on a custom auth factory (e.g. your own OIDC provider) alongside guest auth, that factory must verify guest tokens itself -- otherwise they're rejected regardless of `MCP_EMBEDDED_GUEST_AUTH_ENABLED`.
+
+```python
+# superset_config.py
+MCP_GUEST_ALLOWED_TOOLS = {
+    "get_dashboard_info",
+    "get_dashboard_layout",
+    "list_dashboards",
+    "list_charts",
+    "get_chart_info",
+    "get_chart_data",
+    "get_chart_preview",
+}  # default
+```
+
+**Deployment requirements**
+
+- The MCP server and the service that mints guest tokens (the Superset web app) must share `GUEST_TOKEN_JWT_SECRET` and `GUEST_TOKEN_JWT_AUDIENCE`. Set `GUEST_TOKEN_JWT_AUDIENCE` explicitly -- if it's unset, audience validation falls back to the URL host, which can differ between the two services and cause every guest token to fail validation.
+- The `GUEST_ROLE_NAME` role (default `Public`) must exist -- a guest token is rejected if it does not.
+- Don't set `MCP_DEV_USERNAME` on a deployment that also serves embedded guests.
+- Restart the MCP process after toggling `EMBEDDED_SUPERSET` or `MCP_EMBEDDED_GUEST_AUTH_ENABLED` -- guest auth is wired up once at startup.
+
+:::warning
+`GUEST_TOKEN_JWT_SECRET` guards both the web embedding and MCP guest-auth surfaces. With `MCP_EMBEDDED_GUEST_AUTH_ENABLED` on, leaving it at its insecure default isn't just a forgery risk -- the MCP server refuses to start (`MCPAuthConfigError`) until you set a real secret shared with the guest-token minting service.
+:::
+
 ---

 ## Connecting AI Clients
@@ -488,6 +540,8 @@ MCP_STORE_CONFIG = {

 When `CACHE_REDIS_URL` is set, the MCP server uses a Redis-backed EventStore for session management, allowing replicas to share state. Without Redis, each pod manages its own in-memory sessions and stateful MCP interactions may fail when requests hit different replicas.

+`MCP_STATELESS_HTTP` (default `True`) controls whether requests get a fresh, ephemeral transport per HTTP round trip or a transport that stays alive for the session's lifetime. The default suits multi-pod deployments because it doesn't require session affinity -- any pod can handle any request. Its tradeoff: a client disconnecting mid-tool-call can crash not just its own session but other concurrent sessions on the same worker. Setting it to `False` avoids that, but it requires session-affinity (sticky session) routing on `Mcp-Session-Id` at the mesh/ingress layer, since a session's follow-up requests must land on the same pod that created it. See [`MCP_STATELESS_HTTP`](#core) below.
+
 ---

 ## Configuration Reference
@@ -503,6 +557,7 @@ All MCP settings go in `superset_config.py`. Defaults are defined in `superset/m
 | `MCP_SERVICE_URL`    | `None`        | Public base URL for MCP-generated links (set this when behind a reverse proxy)                                                                                                                                                                                               |
 | `MCP_DEBUG`          | `False`       | Enable debug logging                                                                                                                                                                                                                                                         |
 | `MCP_DEV_USERNAME`   | --            | Superset username for development mode (no auth)                                                                                                                                                                                                                             |
+| `MCP_STATELESS_HTTP` | `True`        | Streamable-HTTP session mode. `True` gives each request a fresh, ephemeral transport, torn down as soon as that request completes; a client disconnecting mid-tool-call can crash not just its own session but other concurrent sessions on the same worker. `False` keeps the transport alive for the session's lifetime, avoiding that crash, but requires session-affinity routing on `Mcp-Session-Id` for multi-pod deployments (see [Multi-Pod (Kubernetes)](#multi-pod-kubernetes)). |
 | `MCP_RBAC_ENABLED`   | `True`        | Enforce Superset's role-based access control on MCP tool calls. When `True`, each tool checks that the authenticated user has the required FAB permission before executing. Disable only for testing or trusted-network deployments.                                         |
 | `MCP_DISABLED_TOOLS` | `set()`       | Set of tool names to remove from the MCP server at startup. Disabled tools are never advertised to AI clients during tool discovery. Useful when a custom extension tool should replace a built-in Superset tool. See [Disabling built-in tools](#disabling-built-in-tools). |
 | `MCP_DISABLED_CHART_PLUGINS` | `frozenset()` | Set of chart type plugin names (e.g. `"handlebars"`) to hide from `generate_chart`. Does not affect `get_chart_type_schema`. See [Disabling chart type plugins](#disabling-chart-type-plugins). |
@@ -523,6 +578,8 @@ All MCP settings go in `superset_config.py`. Defaults are defined in `superset/m
 | `MCP_JWT_DEBUG_ERRORS` | `False`   | Log detailed JWT errors server-side (never exposed in HTTP responses per RFC 6750)                                                                                                                                               |
 | `MCP_AUTH_FACTORY`     | `None`    | Custom auth provider factory `(flask_app) -> auth_provider`. Takes precedence over built-in JWT                                                                                                                                  |
 | `MCP_USER_RESOLVER`    | `None`    | Custom function `(app, access_token) -> username` to extract a Superset username from a validated JWT token. When `None`, the default resolver checks `preferred_username`, `username`, `email`, and `sub` claims in that order. |
+| `MCP_EMBEDDED_GUEST_AUTH_ENABLED` | `False` | Accept embedded [guest tokens](#embedded-guest-authentication) as Bearer auth. Also requires the `EMBEDDED_SUPERSET` feature flag. |
+| `MCP_GUEST_ALLOWED_TOOLS` | see [default list](#embedded-guest-authentication) | The only tool names callable by embedded guests (default-deny), regardless of `MCP_RBAC_ENABLED`. |

 ### Response Size Guard

@@ -897,7 +954,11 @@ Specifying a tool name that does not exist logs a warning at startup and is othe

 ## Disabling chart type plugins

-The `generate_chart` tool dispatches per chart type (`xy`, `table`, `pie`, `pivot_table`, `mixed_timeseries`, `handlebars`, `big_number`, `histogram`, `box_plot`, `waterfall`) to a registered chart type plugin. Two settings let operators enable or disable individual chart type plugins at runtime, without a code deploy.
+The `generate_chart` tool dispatches per chart type (`xy`, `table`, `pie`, `gauge`, `pivot_table`, `interactive_pivot`, `mixed_timeseries`, `handlebars`, `big_number`, `histogram`, `box_plot`, `waterfall`) to a registered chart type plugin. Gauge requests use the public MCP discriminator `chart_type: "gauge"`; Superset stores the corresponding native Explore visualization as `viz_type: "gauge_chart"`. Two settings let operators enable or disable individual chart type plugins at runtime, without a code deploy.
+
+Gauge data inspection and JSON/CSV/XLSX exports preserve source groups, including NULL and non-finite metric values, using the same row-count and completeness semantics as other chart types. The default XLSX exporter writes non-finite floats as `nan`, `inf`, or `-inf` text, matching CSV and distinguishing them from blank NULL cells. Only previews and compile checks skip NULL, NaN, non-finite, and other nonnumeric dial values while preserving finite groups. In preview/compile paths, a nonempty result containing no finite dial returns an error; genuinely empty results retain the no-data behavior. Compile checks inspect the configured dial limit (at most 10), rather than only two groups. Grouped Vega previews center each needle within its own facet and extend it to the midpoint of the dial band. Automatic all-zero ranges span 0–1. Empty or whitespace-only temporal ranges, like `No filter`, are neutral sentinels; missing or non-string native temporal comparators are invalid.
+
+Gauge previews retain data-derived automatic bounds even when configured interval thresholds extend beyond the visible range; Vega previews clip those thresholds into adjacent, non-overlapping bands. Explicit min/max bounds still constrain intervals. All-zero data with both bounds omitted uses a nondegenerate preview range of 0–1. On same-dataset Gauge updates, clearing or changing the dashboard temporal binding preserves user-authored temporal ranges; dataset rebinds discard old query roles and filters. The native `"No filter"` sentinel is a neutral dashboard temporal binding, not a conflicting restriction. Duplicate generated neutral bindings self-heal on updates without removing user-authored ranges. Restating the existing dataset ID without a config is allowed; changing the Gauge dataset still requires a complete config. Native restrictive temporal filters that conflict with the top-level range or another restrictive temporal filter are rejected rather than silently dropped. Unsupported native filter operators are rejected with an indexed error. Native `TEMPORAL_RANGE` adhoc filters require an explicit string comparator; `"No filter"`, empty strings, and whitespace represent an unrestricted range.

 ### Static deny-list

@@ -138,6 +138,18 @@ The existing `APP_NAME` Python config key continues to work for backward compati
 Email and alert/report notification subjects are driven by backend settings such as
 `EMAIL_REPORTS_SUBJECT_PREFIX` and `APP_NAME`, not by this theme token.

+To hide the entire brand area in the navbar (both the logo image and the
+brand text), set `HIDE_NAVBAR_LOGO` in `superset_config.py`:
+
+```python
+# Hide the entire brand area in the navbar, including the logo image and the
+# brand text (brandAppName / APP_NAME). Defaults to False.
+HIDE_NAVBAR_LOGO = True
+```
+
+`HIDE_NAVBAR_LOGO` is a Python config flag rather than a theme token, so it
+cannot be set through the theme CRUD UI or `THEME_DEFAULT`/`THEME_DARK`.
+
 ### Migration from Configuration to UI

 When `ENABLE_UI_THEME_ADMINISTRATION = True`:
@@ -240,6 +252,39 @@ Font URLs are validated against a configurable allowlist. By default, fonts from

 This feature works with the stock Docker image - no custom build required!

+## Results Grid Configuration Overrides
+
+Superset exposes a handful of opt-in tokens that customize the appearance of
+the results grid in SQL Lab. These tokens have no effect unless explicitly
+set, since the results grid otherwise falls back to its built-in defaults.
+
+```python
+THEME_DEFAULT = {
+    "token": {
+        "colorPrimary": "#2893B3",
+        # ... other Ant Design tokens
+
+        # Results grid overrides
+        "resultsGridRowHeight": 32,
+        "resultsGridHeaderFontSize": 13,
+        "resultsGridHeaderFontWeight": 600,
+        "resultsGridBorderRadius": 4,
+        "resultsGridNoStriping": True,
+    }
+}
+```
+
+| Token | Type | Description |
+| --- | --- | --- |
+| `resultsGridRowHeight` | `number` | Row and header height, in pixels. |
+| `resultsGridHeaderFontSize` | `number` | Header cell font size, in pixels. |
+| `resultsGridHeaderFontWeight` | `number` | Header cell font weight. |
+| `resultsGridBorderRadius` | `number` | Border radius applied to the grid and its wrapper, in pixels. |
+| `resultsGridNoStriping` | `boolean` | When `true`, disables alternating row background striping. |
+
+These tokens can also be set through the theme CRUD interface's JSON editor,
+alongside any other Superset-specific tokens.
+
 ## ECharts Configuration Overrides

 :::note
@@ -454,6 +499,118 @@ THEME_DEFAULT = {

 This feature provides powerful theming capabilities while maintaining the flexibility of ECharts' extensive configuration options.

+## Component Sizing & Style Tokens
+
+:::note
+These tokens landed after the Superset 6.1 release and are only available on
+`master`; they are not present in any tagged release yet.
+:::
+
+Beyond colors and fonts, a handful of Superset-specific tokens let you tune the
+sizing, radius, and outline behavior of individual UI components. All of these
+tokens are optional — omit them and components fall back to their existing
+defaults, so applying them is a zero-visual-change operation until you opt in.
+
+### Button & DropdownButton Sizing
+
+```python
+THEME_DEFAULT = {
+    "token": {
+        # ... other tokens
+        "buttonControlHeight": 32,     # default button height, in px
+        "buttonControlHeightSM": 30,   # small/dropdown button height, in px
+        "buttonControlHeightXS": 22,   # xsmall button height, in px
+        "buttonPaddingInline": 18,     # horizontal padding, in px
+        "buttonPaddingInlineSM": 10,   # horizontal padding for small buttons, in px
+        "buttonFontSize": 14,
+        "buttonBorderRadius": 4,
+    }
+}
+```
+
+`buttonControlHeight` and `buttonBorderRadius` also drive the sizing of the
+menu-trigger button used by `PageHeaderWithActions`, so a single pair of tokens
+keeps page-header icon buttons visually consistent with regular buttons.
+
+For one-off overrides that shouldn't apply to every button in the app, pass a
+`styleConfig` prop directly to `Button` or `DropdownButton` instead of setting
+a theme token:
+
+```tsx
+<Button
+  styleConfig={{
+    controlHeight: 40,
+    paddingInline: 20,
+    fontSize: 16,
+    fontWeight: 700,
+    borderRadius: 8,
+    ctaMinWidth: 120,
+    ctaMinHeight: 40,
+    iconGap: 8,
+  }}
+>
+  Click me
+</Button>
+
+<DropdownButton
+  styleConfig={{
+    controlHeight: 32,
+    fontSize: 14,
+    fontWeight: 500,
+    boxShadow: '0 2px 4px rgba(0,0,0,0.1)',
+  }}
+  menu={menuProps}
+>
+  Options
+</DropdownButton>
+```
+
+`styleConfig` values take precedence over the equivalent theme tokens, which in
+turn take precedence over the built-in defaults.
+
+### Label Border Radius
+
+```python
+THEME_DEFAULT = {
+    "token": {
+        "labelBorderRadius": 4,  # defaults to 8px
+    }
+}
+```
+
+### Select Option Outline
+
+By default, hovering or navigating to an option in a `Select` dropdown draws a
+2px outline in `colorPrimary`. Set `selectOptionActiveOutline` to `False` for a
+more subtle hover style with no outline:
+
+```python
+THEME_DEFAULT = {
+    "token": {
+        "selectOptionActiveOutline": False,
+    }
+}
+```
+
+### Dashboard Tile Appearance
+
+Chart tiles on a dashboard (not text/markdown tiles) can be restyled via
+`dashboardTile*` tokens. All fall back to the existing look — a
+`colorBgContainer` background, a `1px solid colorBorder` border, and a
+hairline `box-shadow` while the tile is fading out (e.g. when a filter
+makes it irrelevant):
+
+```python
+THEME_DEFAULT = {
+    "token": {
+        "dashboardTileBg": "#ffffff",
+        "dashboardTileBorder": "1px solid #e0e0e0",
+        "dashboardTileBorderRadius": 8,
+        "dashboardTileBoxShadow": "0 1px 2px rgba(0, 0, 0, 0.08)",
+    }
+}
+```
+
 ## Advanced Features

 - **System Themes**: Manage system-wide default and dark themes via UI or configuration
@@ -196,7 +196,9 @@ One important variable is `SUPERSET_LOAD_EXAMPLES` which determines whether the
 container will populate example data and visualizations into the metadata database. These examples
 are helpful for learning and testing out Superset but unnecessary for experienced users and
 production deployments. The loading process can sometimes take a few minutes and a good amount of
-CPU, so you may want to disable it on a resource-constrained device.
+CPU, so you may want to disable it on a resource-constrained device. Once the example data and
+dashboards are present in the databases, later `superset_init` runs skip loading them; run
+`SUPERSET_FORCE_LOAD_EXAMPLES=yes docker compose up` to reload the examples anyway.

 For more advanced or dynamic configurations that are typically managed in a `superset_config.py` file
 located in your `PYTHONPATH`, note that it can be done by providing a
@@ -215,7 +217,7 @@ If you have a good solution for this, let us know!
 :::

 :::note
-Superset uses [Scarf Gateway](https://about.scarf.sh/scarf-gateway) to collect telemetry
+Superset uses [Scarf Gateway](https://about.scarf.sh/) to collect telemetry
 data. Knowing the installation counts for different Superset versions informs the project's
 decisions about patching and long-term support. Scarf purges personally identifiable information
 (PII) and provides only aggregated statistics.
@@ -87,6 +87,7 @@ The chart will publish appropriate services to expose the Superset UI internally

 - Configure the Service as a `LoadBalancer` or `NodePort`
 - Set up an `Ingress` for it - the chart includes a definition, but will need to be tuned to your needs (hostname, tls, annotations etc...)
+- Set up a Gateway API `HTTPRoute` for it - see [Exposing Superset via Gateway API (HTTPRoute)](#exposing-superset-via-gateway-api-httproute) below
 - Run `kubectl port-forward superset-xxxx-yyyy :8088` to directly tunnel one pod's port into your localhost

 Depending how you configured external access, the URL will vary. Once you've identified the appropriate URL you can log in with:
@@ -135,7 +136,7 @@ init:
 ```

 :::note
-Superset uses [Scarf Gateway](https://about.scarf.sh/scarf-gateway) to collect telemetry data. Knowing the installation counts for different Superset versions informs the project's decisions about patching and long-term support. Scarf purges personally identifiable information (PII) and provides only aggregated statistics.
+Superset uses [Scarf Gateway](https://about.scarf.sh/) to collect telemetry data. Knowing the installation counts for different Superset versions informs the project's decisions about patching and long-term support. Scarf purges personally identifiable information (PII) and provides only aggregated statistics.

 There are two independent telemetry channels:

@@ -319,6 +320,53 @@ configOverrides:
    AUTH_USER_REGISTRATION_ROLE = "Admin"
 ```

+### Exposing Superset via Gateway API (HTTPRoute)
+
+As an alternative to `Ingress`, the chart can create a [Gateway API](https://gateway-api.sigs.k8s.io/)
+`HTTPRoute` that attaches to a Gateway already running in your cluster. This requires the Gateway
+API CRDs serving the configured `httproute.apiVersion` (`gateway.networking.k8s.io/v1` by default)
+to be installed, along with a Gateway resource for the route to attach to. If the Gateway lives in
+a different namespace than the `HTTPRoute` (as in the
+example below), its listener's `allowedRoutes` must explicitly permit routes from this release's
+namespace, or the `HTTPRoute` will install successfully but never attach.
+
+```yaml
+httproute:
+  enabled: true
+  parentRefs:
+    - name: my-gateway
+      namespace: gateway-system
+  hostnames:
+    - superset.example.com
+  rules:
+    - matches:
+        - path:
+            type: PathPrefix
+            value: /
+```
+
+- `httproute.parentRefs` lists the Gateway(s) the route attaches to.
+- `httproute.hostnames` matches against the HTTP `Host` header; it's templated, so values like
+  `{{ .Release.Name }}` can be used.
+- `httproute.rules` are routing rules backed by the Superset service; each rule accepts standard
+  `matches`, `filters`, and `timeouts` fields, and an optional `weight` (defaults to `1`) applied to
+  its single backend reference. Since each rule maps to one backend, `weight` has no traffic-splitting
+  effect here; it only matters if you fork the template to add multiple `backendRefs` to a rule.
+  `timeouts` only joined the Gateway API Standard channel in v1.2, so it requires both v1.2+ CRDs
+  and a supporting controller; drop it if either predates that.
+- If `supersetWebsockets.enabled` is set, an extra rule routing `supersetWebsockets.ingress.path`
+  (default `/ws`) to the `-ws` service is appended automatically, mirroring the `Ingress` behavior.
+  WebSocket upgrade support is controller-dependent under Gateway API; check your Gateway
+  implementation's docs in case it needs an explicit protocol opt-in for global async queries to
+  keep working behind a Gateway.
+- If `supersetMcp.enabled` and `supersetMcp.httproute.enabled` are both set, an extra rule routing
+  `supersetMcp.httproute.path` to the `-mcp` service is appended as well. Don't expose this route
+  without first enabling MCP authentication — see the
+  [MCP Server Deployment & Authentication](/admin-docs/configuration/mcp-server#authentication) doc;
+  by default the MCP server runs in dev mode with auth disabled.
+- Set `httproute.apiVersion` to `gateway.networking.k8s.io/v1beta1` if your cluster's Gateway API
+  installation hasn't promoted `HTTPRoute` to `v1` yet.
+
 ### Enable Alerts and Reports

 For this, as per the [Alerts and Reports doc](/admin-docs/configuration/alerts-reports), you will need to:
@@ -183,13 +183,14 @@ https://superset.apache.org/admin-docs/configuration/configuring-superset/#rotat
 | --------------------------------- | ------------------------------------------------------------------------------------- | --------------------------------------------------------------------------------------------------- | ----------------------------------------- |
 | `SUPERSET_SECRET_KEY`             | Signs session cookies; key material for encrypting stored DB credentials (Fernet/AES) | Forged sessions (auth bypass / privilege escalation); decryption of exfiltrated metadata-DB secrets | Quarterly + post-incident                 |
 | `GUEST_TOKEN_JWT_SECRET`          | Signs embedded-dashboard guest tokens                                                 | Forged guest tokens → unauthorized dashboard/data access                                            | Quarterly + post-incident                 |
-| `GLOBAL_ASYNC_QUERIES_JWT_SECRET` | Signs the async-query channel JWT                                                     | Forged async-query tokens                                                                           | Quarterly + post-incident                 |
+| `WEBSOCKET_JWT_SECRET`            | Signs the realtime websocket channel JWT cookie                                       | Forged websocket tokens → unauthorized realtime notifications                                       | Quarterly + post-incident                 |
 | SMTP password                     | Outbound email for alerts & reports                                                   | Email relay abuse / spoofing                                                                        | Per organizational policy + post-incident |
 | Database connection passwords     | Access to analytical databases and the metadata DB                                    | Direct database access                                                                              | Per organizational policy + post-incident |

 Notes:

- Rotating `GUEST_TOKEN_JWT_SECRET` or `GLOBAL_ASYNC_QUERIES_JWT_SECRET` invalidates outstanding tokens of that type; schedule rotations accordingly.
+- Rotating `GUEST_TOKEN_JWT_SECRET` or `WEBSOCKET_JWT_SECRET` invalidates outstanding tokens of that type; schedule rotations accordingly.
+- `WEBSOCKET_JWT_SECRET` can be rotated without disconnecting live sockets: set the outgoing value as `PREVIOUS_JWT_SECRET` on the websocket server so it keeps verifying old cookies, then remove it once they have aged out.
 - After a suspected compromise, rotate **all** of the above, not only `SUPERSET_SECRET_KEY`.
 - Keep the register under change control so new secrets introduced by future features are added to the rotation schedule.

@@ -215,7 +215,7 @@ If you have a good solution for this, let us know!
 :::

 :::note
-Superset uses [Scarf Gateway](https://about.scarf.sh/scarf-gateway) to collect telemetry
+Superset uses [Scarf Gateway](https://about.scarf.sh/) to collect telemetry
 data. Knowing the installation counts for different Superset versions informs the project's
 decisions about patching and long-term support. Scarf purges personally identifiable information
 (PII) and provides only aggregated statistics.
@@ -135,7 +135,7 @@ init:
 ```

 :::note
-Superset uses [Scarf Gateway](https://about.scarf.sh/scarf-gateway) to collect telemetry data. Knowing the installation counts for different Superset versions informs the project's decisions about patching and long-term support. Scarf purges personally identifiable information (PII) and provides only aggregated statistics.
+Superset uses [Scarf Gateway](https://about.scarf.sh/) to collect telemetry data. Knowing the installation counts for different Superset versions informs the project's decisions about patching and long-term support. Scarf purges personally identifiable information (PII) and provides only aggregated statistics.

 To opt-out of this data collection in your Helm-based installation, edit the `repository:` line in your `helm/superset/values.yaml` file, replacing `apachesuperset.docker.scarf.sh/apache/superset` with `apache/superset` to pull the image directly from Docker Hub.
 :::
@@ -570,15 +570,6 @@ curl -H "Authorization: Bearer YOUR_ACCESS_TOKEN" \

 </details>

-<details>
-<summary><strong>AsyncEventsRestApi</strong> (1 endpoints) — Real-time event streaming via Server-Sent Events (SSE).</summary>
-
-| Method | Endpoint | Description |
-|--------|----------|-------------|
-| `GET` | [Read off of the Redis events stream](/developer-docs/api/read-off-of-the-redis-events-stream) | `/api/v1/async_event/` |
-
-</details>
-
 <details>
 <summary><strong>OpenApi</strong> (1 endpoints) — Access the OpenAPI specification.</summary>

@@ -99,11 +99,16 @@ Affecting the Docker build process:
 - **INCLUDE_CHROMIUM (default=false):** whether to include the Chromium headless browser in the build
 - **BUILD_TRANSLATIONS(default=false):** whether to compile the translations from the .po files available
 - **SUPERSET_LOAD_EXAMPLES (default=yes):** whether to load the examples into the database upon startup,
-  save some precious time on startup by `SUPERSET_LOAD_EXAMPLES=no docker compose up`
+  save some precious time on startup by `SUPERSET_LOAD_EXAMPLES=no docker compose up`. Once the example
+  data and dashboards are present in the databases, later `docker compose up` runs skip loading
+  them; run `SUPERSET_FORCE_LOAD_EXAMPLES=yes docker compose up` to reload the examples anyway.
 - **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`
+- **DISABLE_TS_CHECKER (default=true)**: whether the `superset-node` webpack dev server skips
+  TypeScript type-checking, which speeds up rebuilds and saves several GB of memory. Set to
+  `false` to have webpack surface type errors during development.

 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)
@@ -107,7 +107,7 @@ PENDING ──→ IN_PROGRESS ────→ SUCCESS
 | `IN_PROGRESS` | Executing                                            |
 | `ABORTING`    | Abort/timeout triggered, abort handlers running      |
 | `SUCCESS`     | Completed successfully                               |
-| `FAILURE`     | Failed with error or abort/cleanup handler exception |
+| `FAILURE`     | Failed with error, abort/cleanup handler exception, orphan reaping, or worker self-fence |
 | `ABORTED`     | Cancelled by user/admin                              |
 | `TIMED_OUT`   | Exceeded configured timeout                          |

@@ -152,10 +152,57 @@ Use the tuple format `(current, total)` whenever possible. It provides the riche

 #### Payload

-The `payload` parameter stores custom metadata that can help users understand what the task is doing. Each call to `update_task()` replaces the previous payload completely.
+The `payload` parameter stores custom metadata that can help users understand what the task is doing. Each call to `update_task()` merges into the existing payload (top-level keys are added or overwritten; keys you don't pass are preserved), so a task can build up its payload incrementally across calls.

 In the Task List UI, when a payload is defined, an info icon appears in the **Details** column. Users can hover over it to see the JSON content.

+#### Forcing an Immediate Write
+
+By default `update_task()` throttles database writes (batching frequent updates to limit metastore load, at most one write per `TASK_PROGRESS_UPDATE_THROTTLE_INTERVAL` seconds, default 2). Pass `immediate=True` to bypass throttling and write synchronously:
+
+```python
+ctx.update_task(payload={"result_cache_key": key}, immediate=True)
+```
+
+Use this only when another consumer must observe the update as soon as the task finishes — for example, a dependent task that reads a prerequisite's payload the moment the dependency gate releases. For ordinary progress reporting, prefer the default throttled behavior.
+
+#### Task state: public properties, private state, and results
+
+A task's state lives in three tiers:
+
+1. **Public `properties`** — named runtime state and execution config
+   (`is_abortable`, `progress_*`, `dedupe_count`, `execution_mode`, `timeout`,
+   `error_message`). Returned by the Task REST API and shown in the Task List UI.
+2. **Private properties** — internal state that is surfaced to API consumers
+   **only in debug mode** (otherwise the whole `private` key is stripped). It has
+   two structurally isolated namespaces so a task type's freeform key can never
+   collide with a framework key:
+   - `private.framework` — framework-owned named keys common to every task: the
+     Celery job id the orphan reaper revokes (`celery_task_id`) plus error debug
+     (`exception_type`, `stack_trace`). Written only by the framework via
+     `task.update_framework_private({...})`.
+   - `private.task` — freeform, task-type-specific internal handles (e.g. the
+     chart-data query task's engine cancel handle,
+     `cancel_query_id`/`cancel_database_id`). Written by task/execution code via
+     `task.update_task_private({...})`.
+   - `private.subscription` — a
+     [subscription policy](#per-client-subscriptions-subscription-policies)'s
+     per-client bookkeeping (e.g. chart-data's per-tab consumer list). Written
+     only from the policy hooks via `TaskDAO.merge_subscription_state(task, {...})`;
+     the executor never writes it, and its whole-blob property writes carry the
+     row's current value through instead of overwriting it.
+   All namespaces merge independently (a write to one never clobbers another).
+3. **Results (`payload`)** — end-user-facing task output (intermediate/final):
+   e.g. a `cache_key` or an engine tracking URL. Set via
+   `ctx.update_task(payload=...)` and rendered in the Task List info bubble. In
+   debug mode the bubble shows the `private` state in a separate section below.
+
+Rule of thumb: user-facing status → top-level `properties`; user-facing output →
+`payload`; framework plumbing → `private.framework`; task-specific internal
+handles → `private.task`; subscription-policy bookkeeping →
+`private.subscription`.
+
+
 ### Handlers

 Register handlers to run cleanup logic or respond to abort requests:
@@ -244,6 +291,64 @@ The framework automatically skips execution if a task was aborted while pending:
 Always implement an abort handler for long-running tasks. This allows users to cancel unneeded tasks and free up worker capacity for other operations.
 :::

+### Per-client subscriptions (subscription policies)
+
+The framework subscribes tasks at **principal grain**: one subscriber row per
+authenticated user (or embedded guest). The abort-vs-unsubscribe decision above
+counts principals. For most task types that is exactly right.
+
+Some task types need a finer grain than the principal. The canonical case is
+async chart-data: a single `SHARED` task is deduplicated across every request
+for the same query, so one user viewing the same chart in **two browser tabs** is
+a single principal with a single subscriber row. If either tab's cancel (an
+explicit cancel, or the navigate-away teardown) were treated as *the* principal
+leaving, it would abort the shared task and kill the other tab's still-pending
+query.
+
+A **subscription policy** lets a task type refine this without the framework
+knowing anything about tabs (or any other per-client grain). Register one on the
+`@task` decorator:
+
+```python
+from superset_core.tasks.subscription import TaskSubscriptionPolicy
+
+class MyConsumerPolicy(TaskSubscriptionPolicy):
+    def on_subscribe(self, task, *, principal, client_ref):
+        # Record this client (e.g. append f"{principal}:{client_ref}" to a list
+        # via TaskDAO.merge_subscription_state(task, {...})). Called after the
+        # framework has ensured the principal's subscriber row.
+        ...
+
+    def on_unsubscribe(self, task, *, principal, client_ref) -> bool:
+        # Drop this client. Return True if the principal now has no client left
+        # (the framework then proceeds with its normal principal-grain rule:
+        # unsubscribe the principal, and abort if it was the last subscriber);
+        # return False to keep the principal subscribed because another of its
+        # clients is still watching.
+        ...
+
+@task(name="my_task", scope=TaskScope.SHARED, subscription_policy=MyConsumerPolicy())
+def my_task() -> None:
+    ...
+```
+
+Both hooks run in the web request process, inside the lock that serializes
+concurrent submit/cancel for the task, so an implementation can safely
+read-modify-write its bookkeeping without extra locking against other
+submits/cancels. Keep that bookkeeping under `private.subscription` and write it
+with `TaskDAO.merge_subscription_state(task, {...})`: the executor does not hold
+the submit/cancel lock and keeps writing the task's properties while it runs, so
+the helper merges under a row lock and the executor's own writes preserve that
+namespace, where a plain `task.update_task_private({...})` would be overwritten
+by the executor's next write and silently drop a client that joined
+mid-execution. `client_ref` is the caller's
+opaque per-client id (for chart-data, the browser tab id sent as `tab_id` on the
+request); it is **not** an authorization token — the framework authorizes the
+calling principal before the policy runs, and the policy only ever records or
+removes entries scoped to that principal. A task type with no policy, or a
+request with no `client_ref`, keeps plain principal-grain behavior. An admin
+**Force abort** always aborts, bypassing the policy.
+
 ## Timeouts

 Set a timeout to automatically abort tasks that run too long:
@@ -333,6 +438,48 @@ assert task.uuid == task2.uuid  # True
 print(task2.status)  # "success" (terminal status)
 ```

+## Task Dependencies
+
+Tasks can declare prerequisite tasks, forming a directed acyclic graph (DAG). Pass the prerequisite `Task` objects (returned by `.schedule()`) via `depends_on`:
+
+```python
+from superset_core.tasks.types import TaskOptions
+
+totals = totals_task.schedule(options=TaskOptions(task_key="totals_123"))
+
+# `dependent` only runs once `totals` has finished successfully.
+dependent = dependent_task.schedule(
+    options=TaskOptions(depends_on=[totals])
+)
+```
+
+Passing the `Task` object is the canonical pattern. For convenience, a prerequisite's `UUID` (or UUID string) is also accepted where you don't hold the `Task` itself.
+
+**Semantics (`all_success`).** A task runs only once **every** direct prerequisite has reached a terminal `SUCCESS`. If **any** prerequisite ends in a non-`SUCCESS` terminal state (`FAILURE`, `ABORTED`, or `TIMED_OUT`), the dependent does **not** run and is transitioned to `FAILURE`. This propagates transitively: because a failed dependent is itself non-`SUCCESS`, its own dependents fail in turn, so a failure anywhere short-circuits everything downstream.
+
+**Scheduling model (non-blocking defer).** All tasks in a DAG are enqueued immediately. When a dependent is dequeued before its prerequisites are terminal, it does **not** hold its worker slot: it is re-enqueued via a Celery retry with a short, growing backoff (roughly 1s, 3s, 5s… capped) and the worker moves on to other work. While waiting, the task remains `PENDING` (shown as "waiting on N prerequisites" in the Task List). Each defer emits the `gtf.task.dag_deferred` metric.
+
+:::note
+A deferred dependent carries no heartbeat and no Celery job id until it is actually claimed (its prerequisites met), so the orphan reaper never mistakes a waiting task for abandoned work.
+:::
+
+Cycles (including self-dependencies) are rejected at schedule time. Dependency edges are removed automatically when either endpoint task is pruned.
+
+**Reading a prerequisite's output.** A dependent reads the payloads its prerequisites published via `ctx.get_dependency_payloads()`, which returns the prerequisites' payloads in dependency-edge order. Pair it with the prerequisite writing its result with `ctx.update_task(payload=..., immediate=True)` so the value is flushed (not held in the write-throttle buffer) by the time the dependency gate releases the dependent:
+
+```python
+@task
+def totals_task() -> None:
+    ctx = get_context()
+    # immediate=True so the dependent observes this the moment the gate releases.
+    ctx.update_task(payload={"result_cache_key": key}, immediate=True)
+
+@task
+def dependent_task() -> None:
+    ctx = get_context()
+    upstream = ctx.get_dependency_payloads()  # [{"result_cache_key": ...}, ...]
+```
+
 ## Task Scopes

 ```python
@@ -355,6 +502,10 @@ def system_task(): ...
 | `SHARED`  | All subscribers | Last subscriber cancels; others unsubscribe |
 | `SYSTEM`  | Admins only     | Admin cancels                               |

+For `SHARED` tasks, "last subscriber" is at principal grain by default; a task
+type can refine cancel to a finer per-client (e.g. per browser tab) grain with a
+[subscription policy](#per-client-subscriptions-subscription-policies).
+
 ## Task Cleanup

 Completed tasks accumulate in the database over time. Configure a scheduled prune job to automatically remove old tasks:
@@ -375,8 +526,32 @@ The prune job only removes tasks in terminal states (`SUCCESS`, `FAILURE`, `ABOR

 See `superset/config.py` for a complete example configuration.

+### Orphan Reaping
+
+A task whose worker dies mid-execution (OOM kill, crash, lost broker message) would otherwise stay `IN_PROGRESS` forever. To prevent this, a worker writes a liveness heartbeat while it holds a task, and a dedicated `reap_orphaned_tasks` beat job reaps orphans:
+
+- **Heartbeat** — every `GTF_TASK_HEARTBEAT_INTERVAL` seconds (default 15) the executing worker refreshes `tasks.last_heartbeat`. This write is deliberately out-of-band and does not update `changed_on`.
+- **Reaping** — `reap_orphaned_tasks` marks any active task whose heartbeat is older than `GTF_ORPHAN_TASK_TIMEOUT` (default 60) as `FAILURE` so waiters and dependents unblock, revokes its Celery job so a redelivered copy (with `task_acks_late`) will not run, and — on engines that support query cancellation, when the dead worker had captured a cancel handle — cancels the abandoned warehouse query out-of-band. A task still being worked on keeps a fresh heartbeat and is never reaped, so this never interferes with a live worker's cooperative abort/cleanup.
+- **Self-fencing** — the reaper handles a *dead* worker, but a worker that is alive yet cut off from the metastore (network partition, metastore outage) would keep running a query the reaper has already marked `FAILURE`. To avoid that wasted work, if a worker's heartbeat writes keep failing for longer than `GTF_ORPHAN_TASK_TIMEOUT` — the same window the reaper uses — the worker fails the task from the inside, cancelling any in-flight query. A single failed write is tolerated; only a sustained outage spanning the orphan window fences, so a transient blip never kills a healthy task. There is no handover to another worker: the task simply fails.
+
+Enable the `reap_orphaned_tasks` beat schedule on a short interval (e.g. every minute) so orphaned tasks — and their warehouse queries — do not linger; it is separate from `prune_tasks` (a heavier retention delete that runs infrequently). Keep `GTF_ORPHAN_TASK_TIMEOUT` comfortably larger than the heartbeat interval (≥ ~3×) so a brief pause or CPU-bound stretch is not mistaken for a dead worker.
+
+```python
+# In your superset_config.py, add to your Celery beat schedule:
+CELERY_CONFIG.beat_schedule["reap_orphaned_tasks"] = {
+    "task": "reap_orphaned_tasks",
+    "schedule": crontab(minute="*", hour="*"),  # Run every minute
+}
+```
+
+Unlike `prune_tasks`, the reaper takes no kwargs — it reads `GTF_ORPHAN_TASK_TIMEOUT` from config.
+
+:::note Cancelling the underlying query
+For long-running work backed by an external query, register an `on_abort` handler that cancels it (this is how async chart-data query tasks cancel the warehouse query on engines that support cancellation). Without such a handler an abort/timeout frees the task but cannot stop the external work.
+:::
+
 :::tip Distributed Coordination for Faster Notifications
-By default, abort detection and sync join-and-wait use database polling. Configure `DISTRIBUTED_COORDINATION_CONFIG` to enable Redis pub/sub for real-time notifications. See [Distributed Coordination Backend](/admin-docs/configuration/cache#signal-cache-backend) for configuration details.
+By default, abort detection and sync join-and-wait poll the task row in the metadata database (every `TASK_ABORT_POLLING_DEFAULT_INTERVAL` seconds, default 10). Configure `DISTRIBUTED_COORDINATION_CONFIG` (Redis/Valkey) and these become event-driven: completion and abort are signalled over Redis **Streams**, so a waiter wakes when the signal lands instead of polling the database. Because stream entries are persisted, a waiter that reads slightly late, reconnects, or fails over still receives the signal. Each signal stream keeps only its latest entry and is given a TTL, so streams for tasks that are never awaited do not accumulate; set the retention window with `DISTRIBUTED_COORDINATION_SIGNAL_TTL` (default 24h). See [Distributed Coordination Backend](/admin-docs/configuration/cache#signal-cache-backend) for configuration details.
 :::

 ## API Reference
@@ -387,19 +562,24 @@ By default, abort detection and sync join-and-wait use database polling. Configu
@task(
    name: str | None = None,
    scope: TaskScope = TaskScope.PRIVATE,
-    timeout: int | None = None
+    timeout: int | None = None,
+    subscription_policy: TaskSubscriptionPolicy | None = None,
 )
 ```

 - `name`: Task identifier (defaults to function name)
 - `scope`: `PRIVATE`, `SHARED`, or `SYSTEM`
 - `timeout`: Default timeout in seconds (can be overridden via `TaskOptions`)
+- `subscription_policy`: Optional per-client subscription policy that refines the
+  principal-grain cancel decision (see
+  [Per-client subscriptions](#per-client-subscriptions-subscription-policies))

 ### TaskContext Methods

 | Method                           | Description                                   |
 | -------------------------------- | --------------------------------------------- |
-| `update_task(progress, payload)` | Update progress and/or custom payload         |
+| `update_task(progress, payload, immediate=False)` | Update progress and/or custom payload (`immediate=True` bypasses write throttling) |
+| `get_dependency_payloads()`      | Return prerequisite tasks' payloads, in dependency-edge order |
 | `on_cleanup(handler)`            | Register cleanup handler                      |
 | `on_abort(handler)`              | Register abort handler (makes task abortable) |

@@ -409,13 +589,15 @@ By default, abort detection and sync join-and-wait use database polling. Configu
 TaskOptions(
    task_key: str | None = None,
    task_name: str | None = None,
-    timeout: int | None = None
+    timeout: int | None = None,
+    depends_on: list[Task | UUID | str] | None = None
 )
 ```

 - `task_key`: Deduplication key (also used as display name if `task_name` is not set)
 - `task_name`: Human-readable display name for the Task List UI
 - `timeout`: Timeout in seconds (overrides decorator default)
+- `depends_on`: Prerequisite tasks to wait for before running. Pass the scheduled `Task` objects (canonical); a `UUID` or UUID string is also accepted (see [Task Dependencies](#task-dependencies))

 :::tip
 Provide a descriptive `task_name` for better readability in the Task List UI. While `task_key` is used for deduplication and may be technical (e.g., `chart_export_123`), `task_name` can be user-friendly (e.g., `"Export Sales Chart 123"`).
@@ -49,10 +49,10 @@ curl -H "Authorization: Bearer YOUR_ACCESS_TOKEN" \

 | Method | Endpoint                                                               | Description                     |
 | ------ | ---------------------------------------------------------------------- | ------------------------------- |
-| `GET`  | [Get the CSRF token](/developer-docs/api/get-the-csrf-token)           | `/api/v1/security/csrf_token/`  |
-| `POST` | [Get a guest token](/developer-docs/api/get-a-guest-token)             | `/api/v1/security/guest_token/` |
-| `POST` | [Create security login](/developer-docs/api/create-security-login)     | `/api/v1/security/login`        |
-| `POST` | [Create security refresh](/developer-docs/api/create-security-refresh) | `/api/v1/security/refresh`      |
+| `GET`  | [Get the CSRF token](/developer-docs/6.1.0/api/get-the-csrf-token)           | `/api/v1/security/csrf_token/`  |
+| `POST` | [Get a guest token](/developer-docs/6.1.0/api/get-a-guest-token)             | `/api/v1/security/guest_token/` |
+| `POST` | [Create security login](/developer-docs/6.1.0/api/create-security-login)     | `/api/v1/security/login`        |
+| `POST` | [Create security refresh](/developer-docs/6.1.0/api/create-security-refresh) | `/api/v1/security/refresh`      |

 ---

@@ -65,34 +65,34 @@ curl -H "Authorization: Bearer YOUR_ACCESS_TOKEN" \

 | Method   | Endpoint                                                                                                                                                               | Description                                          |
 | -------- | ---------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ---------------------------------------------------- |
-| `DELETE` | [Bulk delete dashboards](/developer-docs/api/bulk-delete-dashboards)                                                                                                   | `/api/v1/dashboard/`                                 |
-| `GET`    | [Get a list of dashboards](/developer-docs/api/get-a-list-of-dashboards)                                                                                               | `/api/v1/dashboard/`                                 |
-| `POST`   | [Create a new dashboard](/developer-docs/api/create-a-new-dashboard)                                                                                                   | `/api/v1/dashboard/`                                 |
-| `GET`    | [Get metadata information about this API resource (dashboard--info)](/developer-docs/api/get-metadata-information-about-this-api-resource-dashboard-info)              | `/api/v1/dashboard/_info`                            |
-| `GET`    | [Get a dashboard detail information](/developer-docs/api/get-a-dashboard-detail-information)                                                                           | `/api/v1/dashboard/{id_or_slug}`                     |
-| `GET`    | [Get a dashboard's chart definitions.](/developer-docs/api/get-a-dashboards-chart-definitions)                                                                         | `/api/v1/dashboard/{id_or_slug}/charts`              |
-| `POST`   | [Create a copy of an existing dashboard](/developer-docs/api/create-a-copy-of-an-existing-dashboard)                                                                   | `/api/v1/dashboard/{id_or_slug}/copy/`               |
-| `GET`    | [Get dashboard's datasets](/developer-docs/api/get-dashboards-datasets)                                                                                                | `/api/v1/dashboard/{id_or_slug}/datasets`            |
-| `DELETE` | [Delete a dashboard's embedded configuration](/developer-docs/api/delete-a-dashboards-embedded-configuration)                                                          | `/api/v1/dashboard/{id_or_slug}/embedded`            |
-| `GET`    | [Get the dashboard's embedded configuration](/developer-docs/api/get-the-dashboards-embedded-configuration)                                                            | `/api/v1/dashboard/{id_or_slug}/embedded`            |
-| `POST`   | [Set a dashboard's embedded configuration](/developer-docs/api/set-a-dashboards-embedded-configuration)                                                                | `/api/v1/dashboard/{id_or_slug}/embedded`            |
-| `PUT`    | [Update dashboard by id_or_slug embedded](/developer-docs/api/update-dashboard-by-id-or-slug-embedded)                                                                 | `/api/v1/dashboard/{id_or_slug}/embedded`            |
-| `GET`    | [Get dashboard's tabs](/developer-docs/api/get-dashboards-tabs)                                                                                                        | `/api/v1/dashboard/{id_or_slug}/tabs`                |
-| `DELETE` | [Delete a dashboard](/developer-docs/api/delete-a-dashboard)                                                                                                           | `/api/v1/dashboard/{pk}`                             |
-| `PUT`    | [Update a dashboard](/developer-docs/api/update-a-dashboard)                                                                                                           | `/api/v1/dashboard/{pk}`                             |
-| `POST`   | [Compute and cache a screenshot (dashboard-pk-cache-dashboard-screenshot)](/developer-docs/api/compute-and-cache-a-screenshot-dashboard-pk-cache-dashboard-screenshot) | `/api/v1/dashboard/{pk}/cache_dashboard_screenshot/` |
-| `PUT`    | [Update chart customizations configuration for a dashboard.](/developer-docs/api/update-chart-customizations-configuration-for-a-dashboard)                            | `/api/v1/dashboard/{pk}/chart_customizations`        |
-| `PUT`    | [Update colors configuration for a dashboard.](/developer-docs/api/update-colors-configuration-for-a-dashboard)                                                        | `/api/v1/dashboard/{pk}/colors`                      |
-| `GET`    | [Export dashboard as example bundle](/developer-docs/api/export-dashboard-as-example-bundle)                                                                           | `/api/v1/dashboard/{pk}/export_as_example/`          |
-| `DELETE` | [Remove the dashboard from the user favorite list](/developer-docs/api/remove-the-dashboard-from-the-user-favorite-list)                                               | `/api/v1/dashboard/{pk}/favorites/`                  |
-| `POST`   | [Mark the dashboard as favorite for the current user](/developer-docs/api/mark-the-dashboard-as-favorite-for-the-current-user)                                         | `/api/v1/dashboard/{pk}/favorites/`                  |
-| `PUT`    | [Update native filters configuration for a dashboard.](/developer-docs/api/update-native-filters-configuration-for-a-dashboard)                                        | `/api/v1/dashboard/{pk}/filters`                     |
-| `GET`    | [Get a computed screenshot from cache (dashboard-pk-screenshot-digest)](/developer-docs/api/get-a-computed-screenshot-from-cache-dashboard-pk-screenshot-digest)       | `/api/v1/dashboard/{pk}/screenshot/{digest}/`        |
-| `GET`    | [Get dashboard's thumbnail](/developer-docs/api/get-dashboards-thumbnail)                                                                                              | `/api/v1/dashboard/{pk}/thumbnail/{digest}/`         |
-| `GET`    | [Download multiple dashboards as YAML files](/developer-docs/api/download-multiple-dashboards-as-yaml-files)                                                           | `/api/v1/dashboard/export/`                          |
-| `GET`    | [Check favorited dashboards for current user](/developer-docs/api/check-favorited-dashboards-for-current-user)                                                         | `/api/v1/dashboard/favorite_status/`                 |
-| `POST`   | [Import dashboard(s) with associated charts/datasets/databases](/developer-docs/api/import-dashboard-s-with-associated-charts-datasets-databases)                      | `/api/v1/dashboard/import/`                          |
-| `GET`    | [Get related fields data (dashboard-related-column-name)](/developer-docs/api/get-related-fields-data-dashboard-related-column-name)                                   | `/api/v1/dashboard/related/{column_name}`            |
+| `DELETE` | [Bulk delete dashboards](/developer-docs/6.1.0/api/bulk-delete-dashboards)                                                                                                   | `/api/v1/dashboard/`                                 |
+| `GET`    | [Get a list of dashboards](/developer-docs/6.1.0/api/get-a-list-of-dashboards)                                                                                               | `/api/v1/dashboard/`                                 |
+| `POST`   | [Create a new dashboard](/developer-docs/6.1.0/api/create-a-new-dashboard)                                                                                                   | `/api/v1/dashboard/`                                 |
+| `GET`    | [Get metadata information about this API resource (dashboard--info)](/developer-docs/6.1.0/api/get-metadata-information-about-this-api-resource-dashboard-info)              | `/api/v1/dashboard/_info`                            |
+| `GET`    | [Get a dashboard detail information](/developer-docs/6.1.0/api/get-a-dashboard-detail-information)                                                                           | `/api/v1/dashboard/{id_or_slug}`                     |
+| `GET`    | [Get a dashboard's chart definitions.](/developer-docs/6.1.0/api/get-a-dashboards-chart-definitions)                                                                         | `/api/v1/dashboard/{id_or_slug}/charts`              |
+| `POST`   | [Create a copy of an existing dashboard](/developer-docs/6.1.0/api/create-a-copy-of-an-existing-dashboard)                                                                   | `/api/v1/dashboard/{id_or_slug}/copy/`               |
+| `GET`    | [Get dashboard's datasets](/developer-docs/6.1.0/api/get-dashboards-datasets)                                                                                                | `/api/v1/dashboard/{id_or_slug}/datasets`            |
+| `DELETE` | [Delete a dashboard's embedded configuration](/developer-docs/6.1.0/api/delete-a-dashboards-embedded-configuration)                                                          | `/api/v1/dashboard/{id_or_slug}/embedded`            |
+| `GET`    | [Get the dashboard's embedded configuration](/developer-docs/6.1.0/api/get-the-dashboards-embedded-configuration)                                                            | `/api/v1/dashboard/{id_or_slug}/embedded`            |
+| `POST`   | [Set a dashboard's embedded configuration](/developer-docs/6.1.0/api/set-a-dashboards-embedded-configuration)                                                                | `/api/v1/dashboard/{id_or_slug}/embedded`            |
+| `PUT`    | [Update dashboard by id_or_slug embedded](/developer-docs/6.1.0/api/update-dashboard-by-id-or-slug-embedded)                                                                 | `/api/v1/dashboard/{id_or_slug}/embedded`            |
+| `GET`    | [Get dashboard's tabs](/developer-docs/6.1.0/api/get-dashboards-tabs)                                                                                                        | `/api/v1/dashboard/{id_or_slug}/tabs`                |
+| `DELETE` | [Delete a dashboard](/developer-docs/6.1.0/api/delete-a-dashboard)                                                                                                           | `/api/v1/dashboard/{pk}`                             |
+| `PUT`    | [Update a dashboard](/developer-docs/6.1.0/api/update-a-dashboard)                                                                                                           | `/api/v1/dashboard/{pk}`                             |
+| `POST`   | [Compute and cache a screenshot (dashboard-pk-cache-dashboard-screenshot)](/developer-docs/6.1.0/api/compute-and-cache-a-screenshot-dashboard-pk-cache-dashboard-screenshot) | `/api/v1/dashboard/{pk}/cache_dashboard_screenshot/` |
+| `PUT`    | [Update chart customizations configuration for a dashboard.](/developer-docs/6.1.0/api/update-chart-customizations-configuration-for-a-dashboard)                            | `/api/v1/dashboard/{pk}/chart_customizations`        |
+| `PUT`    | [Update colors configuration for a dashboard.](/developer-docs/6.1.0/api/update-colors-configuration-for-a-dashboard)                                                        | `/api/v1/dashboard/{pk}/colors`                      |
+| `GET`    | [Export dashboard as example bundle](/developer-docs/6.1.0/api/export-dashboard-as-example-bundle)                                                                           | `/api/v1/dashboard/{pk}/export_as_example/`          |
+| `DELETE` | [Remove the dashboard from the user favorite list](/developer-docs/6.1.0/api/remove-the-dashboard-from-the-user-favorite-list)                                               | `/api/v1/dashboard/{pk}/favorites/`                  |
+| `POST`   | [Mark the dashboard as favorite for the current user](/developer-docs/6.1.0/api/mark-the-dashboard-as-favorite-for-the-current-user)                                         | `/api/v1/dashboard/{pk}/favorites/`                  |
+| `PUT`    | [Update native filters configuration for a dashboard.](/developer-docs/6.1.0/api/update-native-filters-configuration-for-a-dashboard)                                        | `/api/v1/dashboard/{pk}/filters`                     |
+| `GET`    | [Get a computed screenshot from cache (dashboard-pk-screenshot-digest)](/developer-docs/6.1.0/api/get-a-computed-screenshot-from-cache-dashboard-pk-screenshot-digest)       | `/api/v1/dashboard/{pk}/screenshot/{digest}/`        |
+| `GET`    | [Get dashboard's thumbnail](/developer-docs/6.1.0/api/get-dashboards-thumbnail)                                                                                              | `/api/v1/dashboard/{pk}/thumbnail/{digest}/`         |
+| `GET`    | [Download multiple dashboards as YAML files](/developer-docs/6.1.0/api/download-multiple-dashboards-as-yaml-files)                                                           | `/api/v1/dashboard/export/`                          |
+| `GET`    | [Check favorited dashboards for current user](/developer-docs/6.1.0/api/check-favorited-dashboards-for-current-user)                                                         | `/api/v1/dashboard/favorite_status/`                 |
+| `POST`   | [Import dashboard(s) with associated charts/datasets/databases](/developer-docs/6.1.0/api/import-dashboard-s-with-associated-charts-datasets-databases)                      | `/api/v1/dashboard/import/`                          |
+| `GET`    | [Get related fields data (dashboard-related-column-name)](/developer-docs/6.1.0/api/get-related-fields-data-dashboard-related-column-name)                                   | `/api/v1/dashboard/related/{column_name}`            |

 </details>

@@ -101,26 +101,26 @@ curl -H "Authorization: Bearer YOUR_ACCESS_TOKEN" \

 | Method   | Endpoint                                                                                                                                                             | Description                               |
 | -------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ----------------------------------------- |
-| `DELETE` | [Bulk delete charts](/developer-docs/api/bulk-delete-charts)                                                                                                         | `/api/v1/chart/`                          |
-| `GET`    | [Get a list of charts](/developer-docs/api/get-a-list-of-charts)                                                                                                     | `/api/v1/chart/`                          |
-| `POST`   | [Create a new chart](/developer-docs/api/create-a-new-chart)                                                                                                         | `/api/v1/chart/`                          |
-| `GET`    | [Get metadata information about this API resource (chart--info)](/developer-docs/api/get-metadata-information-about-this-api-resource-chart-info)                    | `/api/v1/chart/_info`                     |
-| `GET`    | [Get a chart detail information](/developer-docs/api/get-a-chart-detail-information)                                                                                 | `/api/v1/chart/{id_or_uuid}`              |
-| `DELETE` | [Delete a chart](/developer-docs/api/delete-a-chart)                                                                                                                 | `/api/v1/chart/{pk}`                      |
-| `PUT`    | [Update a chart](/developer-docs/api/update-a-chart)                                                                                                                 | `/api/v1/chart/{pk}`                      |
-| `GET`    | [Compute and cache a screenshot (chart-pk-cache-screenshot)](/developer-docs/api/compute-and-cache-a-screenshot-chart-pk-cache-screenshot)                           | `/api/v1/chart/{pk}/cache_screenshot/`    |
-| `GET`    | [Return payload data response for a chart](/developer-docs/api/return-payload-data-response-for-a-chart)                                                             | `/api/v1/chart/{pk}/data/`                |
-| `DELETE` | [Remove the chart from the user favorite list](/developer-docs/api/remove-the-chart-from-the-user-favorite-list)                                                     | `/api/v1/chart/{pk}/favorites/`           |
-| `POST`   | [Mark the chart as favorite for the current user](/developer-docs/api/mark-the-chart-as-favorite-for-the-current-user)                                               | `/api/v1/chart/{pk}/favorites/`           |
-| `GET`    | [Get a computed screenshot from cache (chart-pk-screenshot-digest)](/developer-docs/api/get-a-computed-screenshot-from-cache-chart-pk-screenshot-digest)             | `/api/v1/chart/{pk}/screenshot/{digest}/` |
-| `GET`    | [Get chart thumbnail](/developer-docs/api/get-chart-thumbnail)                                                                                                       | `/api/v1/chart/{pk}/thumbnail/{digest}/`  |
-| `POST`   | [Return payload data response for the given query (chart-data)](/developer-docs/api/return-payload-data-response-for-the-given-query-chart-data)                     | `/api/v1/chart/data`                      |
-| `GET`    | [Return payload data response for the given query (chart-data-cache-key)](/developer-docs/api/return-payload-data-response-for-the-given-query-chart-data-cache-key) | `/api/v1/chart/data/{cache_key}`          |
-| `GET`    | [Download multiple charts as YAML files](/developer-docs/api/download-multiple-charts-as-yaml-files)                                                                 | `/api/v1/chart/export/`                   |
-| `GET`    | [Check favorited charts for current user](/developer-docs/api/check-favorited-charts-for-current-user)                                                               | `/api/v1/chart/favorite_status/`          |
-| `POST`   | [Import chart(s) with associated datasets and databases](/developer-docs/api/import-chart-s-with-associated-datasets-and-databases)                                  | `/api/v1/chart/import/`                   |
-| `GET`    | [Get related fields data (chart-related-column-name)](/developer-docs/api/get-related-fields-data-chart-related-column-name)                                         | `/api/v1/chart/related/{column_name}`     |
-| `PUT`    | [Warm up the cache for the chart](/developer-docs/api/warm-up-the-cache-for-the-chart)                                                                               | `/api/v1/chart/warm_up_cache`             |
+| `DELETE` | [Bulk delete charts](/developer-docs/6.1.0/api/bulk-delete-charts)                                                                                                         | `/api/v1/chart/`                          |
+| `GET`    | [Get a list of charts](/developer-docs/6.1.0/api/get-a-list-of-charts)                                                                                                     | `/api/v1/chart/`                          |
+| `POST`   | [Create a new chart](/developer-docs/6.1.0/api/create-a-new-chart)                                                                                                         | `/api/v1/chart/`                          |
+| `GET`    | [Get metadata information about this API resource (chart--info)](/developer-docs/6.1.0/api/get-metadata-information-about-this-api-resource-chart-info)                    | `/api/v1/chart/_info`                     |
+| `GET`    | [Get a chart detail information](/developer-docs/6.1.0/api/get-a-chart-detail-information)                                                                                 | `/api/v1/chart/{id_or_uuid}`              |
+| `DELETE` | [Delete a chart](/developer-docs/6.1.0/api/delete-a-chart)                                                                                                                 | `/api/v1/chart/{pk}`                      |
+| `PUT`    | [Update a chart](/developer-docs/6.1.0/api/update-a-chart)                                                                                                                 | `/api/v1/chart/{pk}`                      |
+| `GET`    | [Compute and cache a screenshot (chart-pk-cache-screenshot)](/developer-docs/6.1.0/api/compute-and-cache-a-screenshot-chart-pk-cache-screenshot)                           | `/api/v1/chart/{pk}/cache_screenshot/`    |
+| `GET`    | [Return payload data response for a chart](/developer-docs/6.1.0/api/return-payload-data-response-for-a-chart)                                                             | `/api/v1/chart/{pk}/data/`                |
+| `DELETE` | [Remove the chart from the user favorite list](/developer-docs/6.1.0/api/remove-the-chart-from-the-user-favorite-list)                                                     | `/api/v1/chart/{pk}/favorites/`           |
+| `POST`   | [Mark the chart as favorite for the current user](/developer-docs/6.1.0/api/mark-the-chart-as-favorite-for-the-current-user)                                               | `/api/v1/chart/{pk}/favorites/`           |
+| `GET`    | [Get a computed screenshot from cache (chart-pk-screenshot-digest)](/developer-docs/6.1.0/api/get-a-computed-screenshot-from-cache-chart-pk-screenshot-digest)             | `/api/v1/chart/{pk}/screenshot/{digest}/` |
+| `GET`    | [Get chart thumbnail](/developer-docs/6.1.0/api/get-chart-thumbnail)                                                                                                       | `/api/v1/chart/{pk}/thumbnail/{digest}/`  |
+| `POST`   | [Return payload data response for the given query (chart-data)](/developer-docs/6.1.0/api/return-payload-data-response-for-the-given-query-chart-data)                     | `/api/v1/chart/data`                      |
+| `GET`    | [Return payload data response for the given query (chart-data-cache-key)](/developer-docs/6.1.0/api/return-payload-data-response-for-the-given-query-chart-data-cache-key) | `/api/v1/chart/data/{cache_key}`          |
+| `GET`    | [Download multiple charts as YAML files](/developer-docs/6.1.0/api/download-multiple-charts-as-yaml-files)                                                                 | `/api/v1/chart/export/`                   |
+| `GET`    | [Check favorited charts for current user](/developer-docs/6.1.0/api/check-favorited-charts-for-current-user)                                                               | `/api/v1/chart/favorite_status/`          |
+| `POST`   | [Import chart(s) with associated datasets and databases](/developer-docs/6.1.0/api/import-chart-s-with-associated-datasets-and-databases)                                  | `/api/v1/chart/import/`                   |
+| `GET`    | [Get related fields data (chart-related-column-name)](/developer-docs/6.1.0/api/get-related-fields-data-chart-related-column-name)                                         | `/api/v1/chart/related/{column_name}`     |
+| `PUT`    | [Warm up the cache for the chart](/developer-docs/6.1.0/api/warm-up-the-cache-for-the-chart)                                                                               | `/api/v1/chart/warm_up_cache`             |

 </details>

@@ -129,25 +129,25 @@ curl -H "Authorization: Bearer YOUR_ACCESS_TOKEN" \

 | Method   | Endpoint                                                                                                                                                   | Description                                    |
 | -------- | ---------------------------------------------------------------------------------------------------------------------------------------------------------- | ---------------------------------------------- |
-| `DELETE` | [Bulk delete datasets](/developer-docs/api/bulk-delete-datasets)                                                                                           | `/api/v1/dataset/`                             |
-| `GET`    | [Get a list of datasets](/developer-docs/api/get-a-list-of-datasets)                                                                                       | `/api/v1/dataset/`                             |
-| `POST`   | [Create a new dataset](/developer-docs/api/create-a-new-dataset)                                                                                           | `/api/v1/dataset/`                             |
-| `GET`    | [Get metadata information about this API resource (dataset--info)](/developer-docs/api/get-metadata-information-about-this-api-resource-dataset-info)      | `/api/v1/dataset/_info`                        |
-| `GET`    | [Get a dataset](/developer-docs/api/get-a-dataset)                                                                                                         | `/api/v1/dataset/{id_or_uuid}`                 |
-| `GET`    | [Get charts and dashboards count associated to a dataset](/developer-docs/api/get-charts-and-dashboards-count-associated-to-a-dataset)                     | `/api/v1/dataset/{id_or_uuid}/related_objects` |
-| `DELETE` | [Delete a dataset](/developer-docs/api/delete-a-dataset)                                                                                                   | `/api/v1/dataset/{pk}`                         |
-| `PUT`    | [Update a dataset](/developer-docs/api/update-a-dataset)                                                                                                   | `/api/v1/dataset/{pk}`                         |
-| `DELETE` | [Delete a dataset column](/developer-docs/api/delete-a-dataset-column)                                                                                     | `/api/v1/dataset/{pk}/column/{column_id}`      |
-| `GET`    | [Get dataset drill info](/developer-docs/api/get-dataset-drill-info)                                                                                       | `/api/v1/dataset/{pk}/drill_info/`             |
-| `DELETE` | [Delete a dataset metric](/developer-docs/api/delete-a-dataset-metric)                                                                                     | `/api/v1/dataset/{pk}/metric/{metric_id}`      |
-| `PUT`    | [Refresh and update columns of a dataset](/developer-docs/api/refresh-and-update-columns-of-a-dataset)                                                     | `/api/v1/dataset/{pk}/refresh`                 |
-| `GET`    | [Get distinct values from field data (dataset-distinct-column-name)](/developer-docs/api/get-distinct-values-from-field-data-dataset-distinct-column-name) | `/api/v1/dataset/distinct/{column_name}`       |
-| `POST`   | [Duplicate a dataset](/developer-docs/api/duplicate-a-dataset)                                                                                             | `/api/v1/dataset/duplicate`                    |
-| `GET`    | [Download multiple datasets as YAML files](/developer-docs/api/download-multiple-datasets-as-yaml-files)                                                   | `/api/v1/dataset/export/`                      |
-| `POST`   | [Retrieve a table by name, or create it if it does not exist](/developer-docs/api/retrieve-a-table-by-name-or-create-it-if-it-does-not-exist)              | `/api/v1/dataset/get_or_create/`               |
-| `POST`   | [Import dataset(s) with associated databases](/developer-docs/api/import-dataset-s-with-associated-databases)                                              | `/api/v1/dataset/import/`                      |
-| `GET`    | [Get related fields data (dataset-related-column-name)](/developer-docs/api/get-related-fields-data-dataset-related-column-name)                           | `/api/v1/dataset/related/{column_name}`        |
-| `PUT`    | [Warm up the cache for each chart powered by the given table](/developer-docs/api/warm-up-the-cache-for-each-chart-powered-by-the-given-table)             | `/api/v1/dataset/warm_up_cache`                |
+| `DELETE` | [Bulk delete datasets](/developer-docs/6.1.0/api/bulk-delete-datasets)                                                                                           | `/api/v1/dataset/`                             |
+| `GET`    | [Get a list of datasets](/developer-docs/6.1.0/api/get-a-list-of-datasets)                                                                                       | `/api/v1/dataset/`                             |
+| `POST`   | [Create a new dataset](/developer-docs/6.1.0/api/create-a-new-dataset)                                                                                           | `/api/v1/dataset/`                             |
+| `GET`    | [Get metadata information about this API resource (dataset--info)](/developer-docs/6.1.0/api/get-metadata-information-about-this-api-resource-dataset-info)      | `/api/v1/dataset/_info`                        |
+| `GET`    | [Get a dataset](/developer-docs/6.1.0/api/get-a-dataset)                                                                                                         | `/api/v1/dataset/{id_or_uuid}`                 |
+| `GET`    | [Get charts and dashboards count associated to a dataset](/developer-docs/6.1.0/api/get-charts-and-dashboards-count-associated-to-a-dataset)                     | `/api/v1/dataset/{id_or_uuid}/related_objects` |
+| `DELETE` | [Delete a dataset](/developer-docs/6.1.0/api/delete-a-dataset)                                                                                                   | `/api/v1/dataset/{pk}`                         |
+| `PUT`    | [Update a dataset](/developer-docs/6.1.0/api/update-a-dataset)                                                                                                   | `/api/v1/dataset/{pk}`                         |
+| `DELETE` | [Delete a dataset column](/developer-docs/6.1.0/api/delete-a-dataset-column)                                                                                     | `/api/v1/dataset/{pk}/column/{column_id}`      |
+| `GET`    | [Get dataset drill info](/developer-docs/6.1.0/api/get-dataset-drill-info)                                                                                       | `/api/v1/dataset/{pk}/drill_info/`             |
+| `DELETE` | [Delete a dataset metric](/developer-docs/6.1.0/api/delete-a-dataset-metric)                                                                                     | `/api/v1/dataset/{pk}/metric/{metric_id}`      |
+| `PUT`    | [Refresh and update columns of a dataset](/developer-docs/6.1.0/api/refresh-and-update-columns-of-a-dataset)                                                     | `/api/v1/dataset/{pk}/refresh`                 |
+| `GET`    | [Get distinct values from field data (dataset-distinct-column-name)](/developer-docs/6.1.0/api/get-distinct-values-from-field-data-dataset-distinct-column-name) | `/api/v1/dataset/distinct/{column_name}`       |
+| `POST`   | [Duplicate a dataset](/developer-docs/6.1.0/api/duplicate-a-dataset)                                                                                             | `/api/v1/dataset/duplicate`                    |
+| `GET`    | [Download multiple datasets as YAML files](/developer-docs/6.1.0/api/download-multiple-datasets-as-yaml-files)                                                   | `/api/v1/dataset/export/`                      |
+| `POST`   | [Retrieve a table by name, or create it if it does not exist](/developer-docs/6.1.0/api/retrieve-a-table-by-name-or-create-it-if-it-does-not-exist)              | `/api/v1/dataset/get_or_create/`               |
+| `POST`   | [Import dataset(s) with associated databases](/developer-docs/6.1.0/api/import-dataset-s-with-associated-databases)                                              | `/api/v1/dataset/import/`                      |
+| `GET`    | [Get related fields data (dataset-related-column-name)](/developer-docs/6.1.0/api/get-related-fields-data-dataset-related-column-name)                           | `/api/v1/dataset/related/{column_name}`        |
+| `PUT`    | [Warm up the cache for each chart powered by the given table](/developer-docs/6.1.0/api/warm-up-the-cache-for-each-chart-powered-by-the-given-table)             | `/api/v1/dataset/warm_up_cache`                |

 </details>

@@ -156,36 +156,36 @@ curl -H "Authorization: Bearer YOUR_ACCESS_TOKEN" \

 | Method   | Endpoint                                                                                                                                                                                     | Description                                                     |
 | -------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | --------------------------------------------------------------- |
-| `GET`    | [Get a list of databases](/developer-docs/api/get-a-list-of-databases)                                                                                                                       | `/api/v1/database/`                                             |
-| `POST`   | [Create a new database](/developer-docs/api/create-a-new-database)                                                                                                                           | `/api/v1/database/`                                             |
-| `GET`    | [Get metadata information about this API resource (database--info)](/developer-docs/api/get-metadata-information-about-this-api-resource-database-info)                                      | `/api/v1/database/_info`                                        |
-| `DELETE` | [Delete a database](/developer-docs/api/delete-a-database)                                                                                                                                   | `/api/v1/database/{pk}`                                         |
-| `GET`    | [Get a database](/developer-docs/api/get-a-database)                                                                                                                                         | `/api/v1/database/{pk}`                                         |
-| `PUT`    | [Change a database](/developer-docs/api/change-a-database)                                                                                                                                   | `/api/v1/database/{pk}`                                         |
-| `GET`    | [Get all catalogs from a database](/developer-docs/api/get-all-catalogs-from-a-database)                                                                                                     | `/api/v1/database/{pk}/catalogs/`                               |
-| `GET`    | [Get a database connection info](/developer-docs/api/get-a-database-connection-info)                                                                                                         | `/api/v1/database/{pk}/connection`                              |
-| `GET`    | [Get function names supported by a database](/developer-docs/api/get-function-names-supported-by-a-database)                                                                                 | `/api/v1/database/{pk}/function_names/`                         |
-| `GET`    | [Get charts and dashboards count associated to a database](/developer-docs/api/get-charts-and-dashboards-count-associated-to-a-database)                                                     | `/api/v1/database/{pk}/related_objects/`                        |
-| `GET`    | [The list of the database schemas where to upload information](/developer-docs/api/the-list-of-the-database-schemas-where-to-upload-information)                                             | `/api/v1/database/{pk}/schemas_access_for_file_upload/`         |
-| `GET`    | [Get all schemas from a database](/developer-docs/api/get-all-schemas-from-a-database)                                                                                                       | `/api/v1/database/{pk}/schemas/`                                |
-| `GET`    | [Get database select star for table (database-pk-select-star-table-name)](/developer-docs/api/get-database-select-star-for-table-database-pk-select-star-table-name)                         | `/api/v1/database/{pk}/select_star/{table_name}/`               |
-| `GET`    | [Get database select star for table (database-pk-select-star-table-name-schema-name)](/developer-docs/api/get-database-select-star-for-table-database-pk-select-star-table-name-schema-name) | `/api/v1/database/{pk}/select_star/{table_name}/{schema_name}/` |
-| `POST`   | [Re-sync all permissions for a database connection](/developer-docs/api/re-sync-all-permissions-for-a-database-connection)                                                                   | `/api/v1/database/{pk}/sync_permissions/`                       |
-| `GET`    | [Get table extra metadata (database-pk-table-extra-table-name-schema-name)](/developer-docs/api/get-table-extra-metadata-database-pk-table-extra-table-name-schema-name)                     | `/api/v1/database/{pk}/table_extra/{table_name}/{schema_name}/` |
-| `GET`    | [Get table metadata](/developer-docs/api/get-table-metadata)                                                                                                                                 | `/api/v1/database/{pk}/table_metadata/`                         |
-| `GET`    | [Get table extra metadata (database-pk-table-metadata-extra)](/developer-docs/api/get-table-extra-metadata-database-pk-table-metadata-extra)                                                 | `/api/v1/database/{pk}/table_metadata/extra/`                   |
-| `GET`    | [Get database table metadata](/developer-docs/api/get-database-table-metadata)                                                                                                               | `/api/v1/database/{pk}/table/{table_name}/{schema_name}/`       |
-| `GET`    | [Get a list of tables for given database](/developer-docs/api/get-a-list-of-tables-for-given-database)                                                                                       | `/api/v1/database/{pk}/tables/`                                 |
-| `POST`   | [Upload a file to a database table](/developer-docs/api/upload-a-file-to-a-database-table)                                                                                                   | `/api/v1/database/{pk}/upload/`                                 |
-| `POST`   | [Validate arbitrary SQL](/developer-docs/api/validate-arbitrary-sql)                                                                                                                         | `/api/v1/database/{pk}/validate_sql/`                           |
-| `GET`    | [Get names of databases currently available](/developer-docs/api/get-names-of-databases-currently-available)                                                                                 | `/api/v1/database/available/`                                   |
-| `GET`    | [Download database(s) and associated dataset(s) as a zip file](/developer-docs/api/download-database-s-and-associated-dataset-s-as-a-zip-file)                                               | `/api/v1/database/export/`                                      |
-| `POST`   | [Import database(s) with associated datasets](/developer-docs/api/import-database-s-with-associated-datasets)                                                                                | `/api/v1/database/import/`                                      |
-| `GET`    | [Receive personal access tokens from OAuth2](/developer-docs/api/receive-personal-access-tokens-from-o-auth-2)                                                                               | `/api/v1/database/oauth2/`                                      |
-| `GET`    | [Get related fields data (database-related-column-name)](/developer-docs/api/get-related-fields-data-database-related-column-name)                                                           | `/api/v1/database/related/{column_name}`                        |
-| `POST`   | [Test a database connection](/developer-docs/api/test-a-database-connection)                                                                                                                 | `/api/v1/database/test_connection/`                             |
-| `POST`   | [Upload a file and returns file metadata](/developer-docs/api/upload-a-file-and-returns-file-metadata)                                                                                       | `/api/v1/database/upload_metadata/`                             |
-| `POST`   | [Validate database connection parameters](/developer-docs/api/validate-database-connection-parameters)                                                                                       | `/api/v1/database/validate_parameters/`                         |
+| `GET`    | [Get a list of databases](/developer-docs/6.1.0/api/get-a-list-of-databases)                                                                                                                       | `/api/v1/database/`                                             |
+| `POST`   | [Create a new database](/developer-docs/6.1.0/api/create-a-new-database)                                                                                                                           | `/api/v1/database/`                                             |
+| `GET`    | [Get metadata information about this API resource (database--info)](/developer-docs/6.1.0/api/get-metadata-information-about-this-api-resource-database-info)                                      | `/api/v1/database/_info`                                        |
+| `DELETE` | [Delete a database](/developer-docs/6.1.0/api/delete-a-database)                                                                                                                                   | `/api/v1/database/{pk}`                                         |
+| `GET`    | [Get a database](/developer-docs/6.1.0/api/get-a-database)                                                                                                                                         | `/api/v1/database/{pk}`                                         |
+| `PUT`    | [Change a database](/developer-docs/6.1.0/api/change-a-database)                                                                                                                                   | `/api/v1/database/{pk}`                                         |
+| `GET`    | [Get all catalogs from a database](/developer-docs/6.1.0/api/get-all-catalogs-from-a-database)                                                                                                     | `/api/v1/database/{pk}/catalogs/`                               |
+| `GET`    | [Get a database connection info](/developer-docs/6.1.0/api/get-a-database-connection-info)                                                                                                         | `/api/v1/database/{pk}/connection`                              |
+| `GET`    | [Get function names supported by a database](/developer-docs/6.1.0/api/get-function-names-supported-by-a-database)                                                                                 | `/api/v1/database/{pk}/function_names/`                         |
+| `GET`    | [Get charts and dashboards count associated to a database](/developer-docs/6.1.0/api/get-charts-and-dashboards-count-associated-to-a-database)                                                     | `/api/v1/database/{pk}/related_objects/`                        |
+| `GET`    | [The list of the database schemas where to upload information](/developer-docs/6.1.0/api/the-list-of-the-database-schemas-where-to-upload-information)                                             | `/api/v1/database/{pk}/schemas_access_for_file_upload/`         |
+| `GET`    | [Get all schemas from a database](/developer-docs/6.1.0/api/get-all-schemas-from-a-database)                                                                                                       | `/api/v1/database/{pk}/schemas/`                                |
+| `GET`    | [Get database select star for table (database-pk-select-star-table-name)](/developer-docs/6.1.0/api/get-database-select-star-for-table-database-pk-select-star-table-name)                         | `/api/v1/database/{pk}/select_star/{table_name}/`               |
+| `GET`    | [Get database select star for table (database-pk-select-star-table-name-schema-name)](/developer-docs/6.1.0/api/get-database-select-star-for-table-database-pk-select-star-table-name-schema-name) | `/api/v1/database/{pk}/select_star/{table_name}/{schema_name}/` |
+| `POST`   | [Re-sync all permissions for a database connection](/developer-docs/6.1.0/api/re-sync-all-permissions-for-a-database-connection)                                                                   | `/api/v1/database/{pk}/sync_permissions/`                       |
+| `GET`    | [Get table extra metadata (database-pk-table-extra-table-name-schema-name)](/developer-docs/6.1.0/api/get-table-extra-metadata-database-pk-table-extra-table-name-schema-name)                     | `/api/v1/database/{pk}/table_extra/{table_name}/{schema_name}/` |
+| `GET`    | [Get table metadata](/developer-docs/6.1.0/api/get-table-metadata)                                                                                                                                 | `/api/v1/database/{pk}/table_metadata/`                         |
+| `GET`    | [Get table extra metadata (database-pk-table-metadata-extra)](/developer-docs/6.1.0/api/get-table-extra-metadata-database-pk-table-metadata-extra)                                                 | `/api/v1/database/{pk}/table_metadata/extra/`                   |
+| `GET`    | [Get database table metadata](/developer-docs/6.1.0/api/get-database-table-metadata)                                                                                                               | `/api/v1/database/{pk}/table/{table_name}/{schema_name}/`       |
+| `GET`    | [Get a list of tables for given database](/developer-docs/6.1.0/api/get-a-list-of-tables-for-given-database)                                                                                       | `/api/v1/database/{pk}/tables/`                                 |
+| `POST`   | [Upload a file to a database table](/developer-docs/6.1.0/api/upload-a-file-to-a-database-table)                                                                                                   | `/api/v1/database/{pk}/upload/`                                 |
+| `POST`   | [Validate arbitrary SQL](/developer-docs/6.1.0/api/validate-arbitrary-sql)                                                                                                                         | `/api/v1/database/{pk}/validate_sql/`                           |
+| `GET`    | [Get names of databases currently available](/developer-docs/6.1.0/api/get-names-of-databases-currently-available)                                                                                 | `/api/v1/database/available/`                                   |
+| `GET`    | [Download database(s) and associated dataset(s) as a zip file](/developer-docs/6.1.0/api/download-database-s-and-associated-dataset-s-as-a-zip-file)                                               | `/api/v1/database/export/`                                      |
+| `POST`   | [Import database(s) with associated datasets](/developer-docs/6.1.0/api/import-database-s-with-associated-datasets)                                                                                | `/api/v1/database/import/`                                      |
+| `GET`    | [Receive personal access tokens from OAuth2](/developer-docs/6.1.0/api/receive-personal-access-tokens-from-o-auth-2)                                                                               | `/api/v1/database/oauth2/`                                      |
+| `GET`    | [Get related fields data (database-related-column-name)](/developer-docs/6.1.0/api/get-related-fields-data-database-related-column-name)                                                           | `/api/v1/database/related/{column_name}`                        |
+| `POST`   | [Test a database connection](/developer-docs/6.1.0/api/test-a-database-connection)                                                                                                                 | `/api/v1/database/test_connection/`                             |
+| `POST`   | [Upload a file and returns file metadata](/developer-docs/6.1.0/api/upload-a-file-and-returns-file-metadata)                                                                                       | `/api/v1/database/upload_metadata/`                             |
+| `POST`   | [Validate database connection parameters](/developer-docs/6.1.0/api/validate-database-connection-parameters)                                                                                       | `/api/v1/database/validate_parameters/`                         |

 </details>

@@ -196,7 +196,7 @@ curl -H "Authorization: Bearer YOUR_ACCESS_TOKEN" \

 | Method | Endpoint                                                                                                                                   | Description        |
 | ------ | ------------------------------------------------------------------------------------------------------------------------------------------ | ------------------ |
-| `GET`  | [Assemble Explore related information in a single endpoint](/developer-docs/api/assemble-explore-related-information-in-a-single-endpoint) | `/api/v1/explore/` |
+| `GET`  | [Assemble Explore related information in a single endpoint](/developer-docs/6.1.0/api/assemble-explore-related-information-in-a-single-endpoint) | `/api/v1/explore/` |

 </details>

@@ -205,13 +205,13 @@ curl -H "Authorization: Bearer YOUR_ACCESS_TOKEN" \

 | Method | Endpoint                                                                                                             | Description                          |
 | ------ | -------------------------------------------------------------------------------------------------------------------- | ------------------------------------ |
-| `GET`  | [Get the bootstrap data for SqlLab page](/developer-docs/api/get-the-bootstrap-data-for-sql-lab-page)                | `/api/v1/sqllab/`                    |
-| `POST` | [Estimate the SQL query execution cost](/developer-docs/api/estimate-the-sql-query-execution-cost)                   | `/api/v1/sqllab/estimate/`           |
-| `POST` | [Execute a SQL query](/developer-docs/api/execute-a-sql-query)                                                       | `/api/v1/sqllab/execute/`            |
-| `POST` | [Export SQL query results to CSV with streaming](/developer-docs/api/export-sql-query-results-to-csv-with-streaming) | `/api/v1/sqllab/export_streaming/`   |
-| `GET`  | [Export the SQL query results to a CSV](/developer-docs/api/export-the-sql-query-results-to-a-csv)                   | `/api/v1/sqllab/export/{client_id}/` |
-| `POST` | [Format SQL code](/developer-docs/api/format-sql-code)                                                               | `/api/v1/sqllab/format_sql/`         |
-| `GET`  | [Get the result of a SQL query execution](/developer-docs/api/get-the-result-of-a-sql-query-execution)               | `/api/v1/sqllab/results/`            |
+| `GET`  | [Get the bootstrap data for SqlLab page](/developer-docs/6.1.0/api/get-the-bootstrap-data-for-sql-lab-page)                | `/api/v1/sqllab/`                    |
+| `POST` | [Estimate the SQL query execution cost](/developer-docs/6.1.0/api/estimate-the-sql-query-execution-cost)                   | `/api/v1/sqllab/estimate/`           |
+| `POST` | [Execute a SQL query](/developer-docs/6.1.0/api/execute-a-sql-query)                                                       | `/api/v1/sqllab/execute/`            |
+| `POST` | [Export SQL query results to CSV with streaming](/developer-docs/6.1.0/api/export-sql-query-results-to-csv-with-streaming) | `/api/v1/sqllab/export_streaming/`   |
+| `GET`  | [Export the SQL query results to a CSV](/developer-docs/6.1.0/api/export-the-sql-query-results-to-a-csv)                   | `/api/v1/sqllab/export/{client_id}/` |
+| `POST` | [Format SQL code](/developer-docs/6.1.0/api/format-sql-code)                                                               | `/api/v1/sqllab/format_sql/`         |
+| `GET`  | [Get the result of a SQL query execution](/developer-docs/6.1.0/api/get-the-result-of-a-sql-query-execution)               | `/api/v1/sqllab/results/`            |

 </details>

@@ -220,23 +220,23 @@ curl -H "Authorization: Bearer YOUR_ACCESS_TOKEN" \

 | Method   | Endpoint                                                                                                                                                           | Description                                  |
 | -------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------ | -------------------------------------------- |
-| `GET`    | [Get a list of queries](/developer-docs/api/get-a-list-of-queries)                                                                                                 | `/api/v1/query/`                             |
-| `GET`    | [Get query detail information](/developer-docs/api/get-query-detail-information)                                                                                   | `/api/v1/query/{pk}`                         |
-| `GET`    | [Get distinct values from field data (query-distinct-column-name)](/developer-docs/api/get-distinct-values-from-field-data-query-distinct-column-name)             | `/api/v1/query/distinct/{column_name}`       |
-| `GET`    | [Get related fields data (query-related-column-name)](/developer-docs/api/get-related-fields-data-query-related-column-name)                                       | `/api/v1/query/related/{column_name}`        |
-| `POST`   | [Manually stop a query with client_id](/developer-docs/api/manually-stop-a-query-with-client-id)                                                                   | `/api/v1/query/stop`                         |
-| `GET`    | [Get a list of queries that changed after last_updated_ms](/developer-docs/api/get-a-list-of-queries-that-changed-after-last-updated-ms)                           | `/api/v1/query/updated_since`                |
-| `DELETE` | [Bulk delete saved queries](/developer-docs/api/bulk-delete-saved-queries)                                                                                         | `/api/v1/saved_query/`                       |
-| `GET`    | [Get a list of saved queries](/developer-docs/api/get-a-list-of-saved-queries)                                                                                     | `/api/v1/saved_query/`                       |
-| `POST`   | [Create a saved query](/developer-docs/api/create-a-saved-query)                                                                                                   | `/api/v1/saved_query/`                       |
-| `GET`    | [Get metadata information about this API resource (saved-query--info)](/developer-docs/api/get-metadata-information-about-this-api-resource-saved-query-info)      | `/api/v1/saved_query/_info`                  |
-| `DELETE` | [Delete a saved query](/developer-docs/api/delete-a-saved-query)                                                                                                   | `/api/v1/saved_query/{pk}`                   |
-| `GET`    | [Get a saved query](/developer-docs/api/get-a-saved-query)                                                                                                         | `/api/v1/saved_query/{pk}`                   |
-| `PUT`    | [Update a saved query](/developer-docs/api/update-a-saved-query)                                                                                                   | `/api/v1/saved_query/{pk}`                   |
-| `GET`    | [Get distinct values from field data (saved-query-distinct-column-name)](/developer-docs/api/get-distinct-values-from-field-data-saved-query-distinct-column-name) | `/api/v1/saved_query/distinct/{column_name}` |
-| `GET`    | [Download multiple saved queries as YAML files](/developer-docs/api/download-multiple-saved-queries-as-yaml-files)                                                 | `/api/v1/saved_query/export/`                |
-| `POST`   | [Import saved queries with associated databases](/developer-docs/api/import-saved-queries-with-associated-databases)                                               | `/api/v1/saved_query/import/`                |
-| `GET`    | [Get related fields data (saved-query-related-column-name)](/developer-docs/api/get-related-fields-data-saved-query-related-column-name)                           | `/api/v1/saved_query/related/{column_name}`  |
+| `GET`    | [Get a list of queries](/developer-docs/6.1.0/api/get-a-list-of-queries)                                                                                                 | `/api/v1/query/`                             |
+| `GET`    | [Get query detail information](/developer-docs/6.1.0/api/get-query-detail-information)                                                                                   | `/api/v1/query/{pk}`                         |
+| `GET`    | [Get distinct values from field data (query-distinct-column-name)](/developer-docs/6.1.0/api/get-distinct-values-from-field-data-query-distinct-column-name)             | `/api/v1/query/distinct/{column_name}`       |
+| `GET`    | [Get related fields data (query-related-column-name)](/developer-docs/6.1.0/api/get-related-fields-data-query-related-column-name)                                       | `/api/v1/query/related/{column_name}`        |
+| `POST`   | [Manually stop a query with client_id](/developer-docs/6.1.0/api/manually-stop-a-query-with-client-id)                                                                   | `/api/v1/query/stop`                         |
+| `GET`    | [Get a list of queries that changed after last_updated_ms](/developer-docs/6.1.0/api/get-a-list-of-queries-that-changed-after-last-updated-ms)                           | `/api/v1/query/updated_since`                |
+| `DELETE` | [Bulk delete saved queries](/developer-docs/6.1.0/api/bulk-delete-saved-queries)                                                                                         | `/api/v1/saved_query/`                       |
+| `GET`    | [Get a list of saved queries](/developer-docs/6.1.0/api/get-a-list-of-saved-queries)                                                                                     | `/api/v1/saved_query/`                       |
+| `POST`   | [Create a saved query](/developer-docs/6.1.0/api/create-a-saved-query)                                                                                                   | `/api/v1/saved_query/`                       |
+| `GET`    | [Get metadata information about this API resource (saved-query--info)](/developer-docs/6.1.0/api/get-metadata-information-about-this-api-resource-saved-query-info)      | `/api/v1/saved_query/_info`                  |
+| `DELETE` | [Delete a saved query](/developer-docs/6.1.0/api/delete-a-saved-query)                                                                                                   | `/api/v1/saved_query/{pk}`                   |
+| `GET`    | [Get a saved query](/developer-docs/6.1.0/api/get-a-saved-query)                                                                                                         | `/api/v1/saved_query/{pk}`                   |
+| `PUT`    | [Update a saved query](/developer-docs/6.1.0/api/update-a-saved-query)                                                                                                   | `/api/v1/saved_query/{pk}`                   |
+| `GET`    | [Get distinct values from field data (saved-query-distinct-column-name)](/developer-docs/6.1.0/api/get-distinct-values-from-field-data-saved-query-distinct-column-name) | `/api/v1/saved_query/distinct/{column_name}` |
+| `GET`    | [Download multiple saved queries as YAML files](/developer-docs/6.1.0/api/download-multiple-saved-queries-as-yaml-files)                                                 | `/api/v1/saved_query/export/`                |
+| `POST`   | [Import saved queries with associated databases](/developer-docs/6.1.0/api/import-saved-queries-with-associated-databases)                                               | `/api/v1/saved_query/import/`                |
+| `GET`    | [Get related fields data (saved-query-related-column-name)](/developer-docs/6.1.0/api/get-related-fields-data-saved-query-related-column-name)                           | `/api/v1/saved_query/related/{column_name}`  |

 </details>

@@ -245,8 +245,8 @@ curl -H "Authorization: Bearer YOUR_ACCESS_TOKEN" \

 | Method | Endpoint                                                                                                             | Description                                                                         |
 | ------ | -------------------------------------------------------------------------------------------------------------------- | ----------------------------------------------------------------------------------- |
-| `GET`  | [Get possible values for a datasource column](/developer-docs/api/get-possible-values-for-a-datasource-column)       | `/api/v1/datasource/{datasource_type}/{datasource_id}/column/{column_name}/values/` |
-| `POST` | [Validate a SQL expression against a datasource](/developer-docs/api/validate-a-sql-expression-against-a-datasource) | `/api/v1/datasource/{datasource_type}/{datasource_id}/validate_expression/`         |
+| `GET`  | [Get possible values for a datasource column](/developer-docs/6.1.0/api/get-possible-values-for-a-datasource-column)       | `/api/v1/datasource/{datasource_type}/{datasource_id}/column/{column_name}/values/` |
+| `POST` | [Validate a SQL expression against a datasource](/developer-docs/6.1.0/api/validate-a-sql-expression-against-a-datasource) | `/api/v1/datasource/{datasource_type}/{datasource_id}/validate_expression/`         |

 </details>

@@ -255,8 +255,8 @@ curl -H "Authorization: Bearer YOUR_ACCESS_TOKEN" \

 | Method | Endpoint                                                                                                             | Description                          |
 | ------ | -------------------------------------------------------------------------------------------------------------------- | ------------------------------------ |
-| `GET`  | [Return an AdvancedDataTypeResponse](/developer-docs/api/return-an-advanced-data-type-response)                      | `/api/v1/advanced_data_type/convert` |
-| `GET`  | [Return a list of available advanced data types](/developer-docs/api/return-a-list-of-available-advanced-data-types) | `/api/v1/advanced_data_type/types`   |
+| `GET`  | [Return an AdvancedDataTypeResponse](/developer-docs/6.1.0/api/return-an-advanced-data-type-response)                      | `/api/v1/advanced_data_type/convert` |
+| `GET`  | [Return a list of available advanced data types](/developer-docs/6.1.0/api/return-a-list-of-available-advanced-data-types) | `/api/v1/advanced_data_type/types`   |

 </details>

@@ -267,21 +267,21 @@ curl -H "Authorization: Bearer YOUR_ACCESS_TOKEN" \

 | Method   | Endpoint                                                                                                                 | Description                                    |
 | -------- | ------------------------------------------------------------------------------------------------------------------------ | ---------------------------------------------- |
-| `DELETE` | [Bulk delete tags](/developer-docs/api/bulk-delete-tags)                                                                 | `/api/v1/tag/`                                 |
-| `GET`    | [Get a list of tags](/developer-docs/api/get-a-list-of-tags)                                                             | `/api/v1/tag/`                                 |
-| `POST`   | [Create a tag](/developer-docs/api/create-a-tag)                                                                         | `/api/v1/tag/`                                 |
-| `GET`    | [Get metadata information about tag API endpoints](/developer-docs/api/get-metadata-information-about-tag-api-endpoints) | `/api/v1/tag/_info`                            |
-| `POST`   | [Add tags to an object](/developer-docs/api/add-tags-to-an-object)                                                       | `/api/v1/tag/{object_type}/{object_id}/`       |
-| `DELETE` | [Delete a tagged object](/developer-docs/api/delete-a-tagged-object)                                                     | `/api/v1/tag/{object_type}/{object_id}/{tag}/` |
-| `DELETE` | [Delete a tag](/developer-docs/api/delete-a-tag)                                                                         | `/api/v1/tag/{pk}`                             |
-| `GET`    | [Get a tag detail information](/developer-docs/api/get-a-tag-detail-information)                                         | `/api/v1/tag/{pk}`                             |
-| `PUT`    | [Update a tag](/developer-docs/api/update-a-tag)                                                                         | `/api/v1/tag/{pk}`                             |
-| `DELETE` | [Delete tag by pk favorites](/developer-docs/api/delete-tag-by-pk-favorites)                                             | `/api/v1/tag/{pk}/favorites/`                  |
-| `POST`   | [Create tag by pk favorites](/developer-docs/api/create-tag-by-pk-favorites)                                             | `/api/v1/tag/{pk}/favorites/`                  |
-| `POST`   | [Bulk create tags and tagged objects](/developer-docs/api/bulk-create-tags-and-tagged-objects)                           | `/api/v1/tag/bulk_create`                      |
-| `GET`    | [Get tag favorite status](/developer-docs/api/get-tag-favorite-status)                                                   | `/api/v1/tag/favorite_status/`                 |
-| `GET`    | [Get all objects associated with a tag](/developer-docs/api/get-all-objects-associated-with-a-tag)                       | `/api/v1/tag/get_objects/`                     |
-| `GET`    | [Get related fields data (tag-related-column-name)](/developer-docs/api/get-related-fields-data-tag-related-column-name) | `/api/v1/tag/related/{column_name}`            |
+| `DELETE` | [Bulk delete tags](/developer-docs/6.1.0/api/bulk-delete-tags)                                                                 | `/api/v1/tag/`                                 |
+| `GET`    | [Get a list of tags](/developer-docs/6.1.0/api/get-a-list-of-tags)                                                             | `/api/v1/tag/`                                 |
+| `POST`   | [Create a tag](/developer-docs/6.1.0/api/create-a-tag)                                                                         | `/api/v1/tag/`                                 |
+| `GET`    | [Get metadata information about tag API endpoints](/developer-docs/6.1.0/api/get-metadata-information-about-tag-api-endpoints) | `/api/v1/tag/_info`                            |
+| `POST`   | [Add tags to an object](/developer-docs/6.1.0/api/add-tags-to-an-object)                                                       | `/api/v1/tag/{object_type}/{object_id}/`       |
+| `DELETE` | [Delete a tagged object](/developer-docs/6.1.0/api/delete-a-tagged-object)                                                     | `/api/v1/tag/{object_type}/{object_id}/{tag}/` |
+| `DELETE` | [Delete a tag](/developer-docs/6.1.0/api/delete-a-tag)                                                                         | `/api/v1/tag/{pk}`                             |
+| `GET`    | [Get a tag detail information](/developer-docs/6.1.0/api/get-a-tag-detail-information)                                         | `/api/v1/tag/{pk}`                             |
+| `PUT`    | [Update a tag](/developer-docs/6.1.0/api/update-a-tag)                                                                         | `/api/v1/tag/{pk}`                             |
+| `DELETE` | [Delete tag by pk favorites](/developer-docs/6.1.0/api/delete-tag-by-pk-favorites)                                             | `/api/v1/tag/{pk}/favorites/`                  |
+| `POST`   | [Create tag by pk favorites](/developer-docs/6.1.0/api/create-tag-by-pk-favorites)                                             | `/api/v1/tag/{pk}/favorites/`                  |
+| `POST`   | [Bulk create tags and tagged objects](/developer-docs/6.1.0/api/bulk-create-tags-and-tagged-objects)                           | `/api/v1/tag/bulk_create`                      |
+| `GET`    | [Get tag favorite status](/developer-docs/6.1.0/api/get-tag-favorite-status)                                                   | `/api/v1/tag/favorite_status/`                 |
+| `GET`    | [Get all objects associated with a tag](/developer-docs/6.1.0/api/get-all-objects-associated-with-a-tag)                       | `/api/v1/tag/get_objects/`                     |
+| `GET`    | [Get related fields data (tag-related-column-name)](/developer-docs/6.1.0/api/get-related-fields-data-tag-related-column-name) | `/api/v1/tag/related/{column_name}`            |

 </details>

@@ -290,20 +290,20 @@ curl -H "Authorization: Bearer YOUR_ACCESS_TOKEN" \

 | Method   | Endpoint                                                                                                                                                                 | Description                                                |
 | -------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | ---------------------------------------------------------- |
-| `DELETE` | [Delete multiple annotation layers in a bulk operation](/developer-docs/api/delete-multiple-annotation-layers-in-a-bulk-operation)                                       | `/api/v1/annotation_layer/`                                |
-| `GET`    | [Get a list of annotation layers (annotation-layer)](/developer-docs/api/get-a-list-of-annotation-layers-annotation-layer)                                               | `/api/v1/annotation_layer/`                                |
-| `POST`   | [Create an annotation layer (annotation-layer)](/developer-docs/api/create-an-annotation-layer-annotation-layer)                                                         | `/api/v1/annotation_layer/`                                |
-| `GET`    | [Get metadata information about this API resource (annotation-layer--info)](/developer-docs/api/get-metadata-information-about-this-api-resource-annotation-layer-info)  | `/api/v1/annotation_layer/_info`                           |
-| `DELETE` | [Delete annotation layer (annotation-layer-pk)](/developer-docs/api/delete-annotation-layer-annotation-layer-pk)                                                         | `/api/v1/annotation_layer/{pk}`                            |
-| `GET`    | [Get an annotation layer (annotation-layer-pk)](/developer-docs/api/get-an-annotation-layer-annotation-layer-pk)                                                         | `/api/v1/annotation_layer/{pk}`                            |
-| `PUT`    | [Update an annotation layer (annotation-layer-pk)](/developer-docs/api/update-an-annotation-layer-annotation-layer-pk)                                                   | `/api/v1/annotation_layer/{pk}`                            |
-| `DELETE` | [Bulk delete annotation layers](/developer-docs/api/bulk-delete-annotation-layers)                                                                                       | `/api/v1/annotation_layer/{pk}/annotation/`                |
-| `GET`    | [Get a list of annotation layers (annotation-layer-pk-annotation)](/developer-docs/api/get-a-list-of-annotation-layers-annotation-layer-pk-annotation)                   | `/api/v1/annotation_layer/{pk}/annotation/`                |
-| `POST`   | [Create an annotation layer (annotation-layer-pk-annotation)](/developer-docs/api/create-an-annotation-layer-annotation-layer-pk-annotation)                             | `/api/v1/annotation_layer/{pk}/annotation/`                |
-| `DELETE` | [Delete annotation layer (annotation-layer-pk-annotation-annotation-id)](/developer-docs/api/delete-annotation-layer-annotation-layer-pk-annotation-annotation-id)       | `/api/v1/annotation_layer/{pk}/annotation/{annotation_id}` |
-| `GET`    | [Get an annotation layer (annotation-layer-pk-annotation-annotation-id)](/developer-docs/api/get-an-annotation-layer-annotation-layer-pk-annotation-annotation-id)       | `/api/v1/annotation_layer/{pk}/annotation/{annotation_id}` |
-| `PUT`    | [Update an annotation layer (annotation-layer-pk-annotation-annotation-id)](/developer-docs/api/update-an-annotation-layer-annotation-layer-pk-annotation-annotation-id) | `/api/v1/annotation_layer/{pk}/annotation/{annotation_id}` |
-| `GET`    | [Get related fields data (annotation-layer-related-column-name)](/developer-docs/api/get-related-fields-data-annotation-layer-related-column-name)                       | `/api/v1/annotation_layer/related/{column_name}`           |
+| `DELETE` | [Delete multiple annotation layers in a bulk operation](/developer-docs/6.1.0/api/delete-multiple-annotation-layers-in-a-bulk-operation)                                       | `/api/v1/annotation_layer/`                                |
+| `GET`    | [Get a list of annotation layers (annotation-layer)](/developer-docs/6.1.0/api/get-a-list-of-annotation-layers-annotation-layer)                                               | `/api/v1/annotation_layer/`                                |
+| `POST`   | [Create an annotation layer (annotation-layer)](/developer-docs/6.1.0/api/create-an-annotation-layer-annotation-layer)                                                         | `/api/v1/annotation_layer/`                                |
+| `GET`    | [Get metadata information about this API resource (annotation-layer--info)](/developer-docs/6.1.0/api/get-metadata-information-about-this-api-resource-annotation-layer-info)  | `/api/v1/annotation_layer/_info`                           |
+| `DELETE` | [Delete annotation layer (annotation-layer-pk)](/developer-docs/6.1.0/api/delete-annotation-layer-annotation-layer-pk)                                                         | `/api/v1/annotation_layer/{pk}`                            |
+| `GET`    | [Get an annotation layer (annotation-layer-pk)](/developer-docs/6.1.0/api/get-an-annotation-layer-annotation-layer-pk)                                                         | `/api/v1/annotation_layer/{pk}`                            |
+| `PUT`    | [Update an annotation layer (annotation-layer-pk)](/developer-docs/6.1.0/api/update-an-annotation-layer-annotation-layer-pk)                                                   | `/api/v1/annotation_layer/{pk}`                            |
+| `DELETE` | [Bulk delete annotation layers](/developer-docs/6.1.0/api/bulk-delete-annotation-layers)                                                                                       | `/api/v1/annotation_layer/{pk}/annotation/`                |
+| `GET`    | [Get a list of annotation layers (annotation-layer-pk-annotation)](/developer-docs/6.1.0/api/get-a-list-of-annotation-layers-annotation-layer-pk-annotation)                   | `/api/v1/annotation_layer/{pk}/annotation/`                |
+| `POST`   | [Create an annotation layer (annotation-layer-pk-annotation)](/developer-docs/6.1.0/api/create-an-annotation-layer-annotation-layer-pk-annotation)                             | `/api/v1/annotation_layer/{pk}/annotation/`                |
+| `DELETE` | [Delete annotation layer (annotation-layer-pk-annotation-annotation-id)](/developer-docs/6.1.0/api/delete-annotation-layer-annotation-layer-pk-annotation-annotation-id)       | `/api/v1/annotation_layer/{pk}/annotation/{annotation_id}` |
+| `GET`    | [Get an annotation layer (annotation-layer-pk-annotation-annotation-id)](/developer-docs/6.1.0/api/get-an-annotation-layer-annotation-layer-pk-annotation-annotation-id)       | `/api/v1/annotation_layer/{pk}/annotation/{annotation_id}` |
+| `PUT`    | [Update an annotation layer (annotation-layer-pk-annotation-annotation-id)](/developer-docs/6.1.0/api/update-an-annotation-layer-annotation-layer-pk-annotation-annotation-id) | `/api/v1/annotation_layer/{pk}/annotation/{annotation_id}` |
+| `GET`    | [Get related fields data (annotation-layer-related-column-name)](/developer-docs/6.1.0/api/get-related-fields-data-annotation-layer-related-column-name)                       | `/api/v1/annotation_layer/related/{column_name}`           |

 </details>

@@ -312,14 +312,14 @@ curl -H "Authorization: Bearer YOUR_ACCESS_TOKEN" \

 | Method   | Endpoint                                                                                                                                                        | Description                                  |
 | -------- | --------------------------------------------------------------------------------------------------------------------------------------------------------------- | -------------------------------------------- |
-| `DELETE` | [Bulk delete CSS templates](/developer-docs/api/bulk-delete-css-templates)                                                                                      | `/api/v1/css_template/`                      |
-| `GET`    | [Get a list of CSS templates](/developer-docs/api/get-a-list-of-css-templates)                                                                                  | `/api/v1/css_template/`                      |
-| `POST`   | [Create a CSS template](/developer-docs/api/create-a-css-template)                                                                                              | `/api/v1/css_template/`                      |
-| `GET`    | [Get metadata information about this API resource (css-template--info)](/developer-docs/api/get-metadata-information-about-this-api-resource-css-template-info) | `/api/v1/css_template/_info`                 |
-| `DELETE` | [Delete a CSS template](/developer-docs/api/delete-a-css-template)                                                                                              | `/api/v1/css_template/{pk}`                  |
-| `GET`    | [Get a CSS template](/developer-docs/api/get-a-css-template)                                                                                                    | `/api/v1/css_template/{pk}`                  |
-| `PUT`    | [Update a CSS template](/developer-docs/api/update-a-css-template)                                                                                              | `/api/v1/css_template/{pk}`                  |
-| `GET`    | [Get related fields data (css-template-related-column-name)](/developer-docs/api/get-related-fields-data-css-template-related-column-name)                      | `/api/v1/css_template/related/{column_name}` |
+| `DELETE` | [Bulk delete CSS templates](/developer-docs/6.1.0/api/bulk-delete-css-templates)                                                                                      | `/api/v1/css_template/`                      |
+| `GET`    | [Get a list of CSS templates](/developer-docs/6.1.0/api/get-a-list-of-css-templates)                                                                                  | `/api/v1/css_template/`                      |
+| `POST`   | [Create a CSS template](/developer-docs/6.1.0/api/create-a-css-template)                                                                                              | `/api/v1/css_template/`                      |
+| `GET`    | [Get metadata information about this API resource (css-template--info)](/developer-docs/6.1.0/api/get-metadata-information-about-this-api-resource-css-template-info) | `/api/v1/css_template/_info`                 |
+| `DELETE` | [Delete a CSS template](/developer-docs/6.1.0/api/delete-a-css-template)                                                                                              | `/api/v1/css_template/{pk}`                  |
+| `GET`    | [Get a CSS template](/developer-docs/6.1.0/api/get-a-css-template)                                                                                                    | `/api/v1/css_template/{pk}`                  |
+| `PUT`    | [Update a CSS template](/developer-docs/6.1.0/api/update-a-css-template)                                                                                              | `/api/v1/css_template/{pk}`                  |
+| `GET`    | [Get related fields data (css-template-related-column-name)](/developer-docs/6.1.0/api/get-related-fields-data-css-template-related-column-name)                      | `/api/v1/css_template/related/{column_name}` |

 </details>

@@ -330,8 +330,8 @@ curl -H "Authorization: Bearer YOUR_ACCESS_TOKEN" \

 | Method | Endpoint                                                                                              | Description                         |
 | ------ | ----------------------------------------------------------------------------------------------------- | ----------------------------------- |
-| `POST` | [Create a new dashboard's permanent link](/developer-docs/api/create-a-new-dashboards-permanent-link) | `/api/v1/dashboard/{pk}/permalink`  |
-| `GET`  | [Get dashboard's permanent link state](/developer-docs/api/get-dashboards-permanent-link-state)       | `/api/v1/dashboard/permalink/{key}` |
+| `POST` | [Create a new dashboard's permanent link](/developer-docs/6.1.0/api/create-a-new-dashboards-permanent-link) | `/api/v1/dashboard/{pk}/permalink`  |
+| `GET`  | [Get dashboard's permanent link state](/developer-docs/6.1.0/api/get-dashboards-permanent-link-state)       | `/api/v1/dashboard/permalink/{key}` |

 </details>

@@ -340,8 +340,8 @@ curl -H "Authorization: Bearer YOUR_ACCESS_TOKEN" \

 | Method | Endpoint                                                                                                             | Description                       |
 | ------ | -------------------------------------------------------------------------------------------------------------------- | --------------------------------- |
-| `POST` | [Create a new permanent link (explore-permalink)](/developer-docs/api/create-a-new-permanent-link-explore-permalink) | `/api/v1/explore/permalink`       |
-| `GET`  | [Get chart's permanent link state](/developer-docs/api/get-charts-permanent-link-state)                              | `/api/v1/explore/permalink/{key}` |
+| `POST` | [Create a new permanent link (explore-permalink)](/developer-docs/6.1.0/api/create-a-new-permanent-link-explore-permalink) | `/api/v1/explore/permalink`       |
+| `GET`  | [Get chart's permanent link state](/developer-docs/6.1.0/api/get-charts-permanent-link-state)                              | `/api/v1/explore/permalink/{key}` |

 </details>

@@ -350,8 +350,8 @@ curl -H "Authorization: Bearer YOUR_ACCESS_TOKEN" \

 | Method | Endpoint                                                                                                           | Description                      |
 | ------ | ------------------------------------------------------------------------------------------------------------------ | -------------------------------- |
-| `POST` | [Create a new permanent link (sqllab-permalink)](/developer-docs/api/create-a-new-permanent-link-sqllab-permalink) | `/api/v1/sqllab/permalink`       |
-| `GET`  | [Get permanent link state for SQLLab editor.](/developer-docs/api/get-permanent-link-state-for-sql-lab-editor)     | `/api/v1/sqllab/permalink/{key}` |
+| `POST` | [Create a new permanent link (sqllab-permalink)](/developer-docs/6.1.0/api/create-a-new-permanent-link-sqllab-permalink) | `/api/v1/sqllab/permalink`       |
+| `GET`  | [Get permanent link state for SQLLab editor.](/developer-docs/6.1.0/api/get-permanent-link-state-for-sql-lab-editor)     | `/api/v1/sqllab/permalink/{key}` |

 </details>

@@ -360,7 +360,7 @@ curl -H "Authorization: Bearer YOUR_ACCESS_TOKEN" \

 | Method | Endpoint                                                                                                                     | Description                         |
 | ------ | ---------------------------------------------------------------------------------------------------------------------------- | ----------------------------------- |
-| `GET`  | [Get a report schedule log (embedded-dashboard-uuid)](/developer-docs/api/get-a-report-schedule-log-embedded-dashboard-uuid) | `/api/v1/embedded_dashboard/{uuid}` |
+| `GET`  | [Get a report schedule log (embedded-dashboard-uuid)](/developer-docs/6.1.0/api/get-a-report-schedule-log-embedded-dashboard-uuid) | `/api/v1/embedded_dashboard/{uuid}` |

 </details>

@@ -369,10 +369,10 @@ curl -H "Authorization: Bearer YOUR_ACCESS_TOKEN" \

 | Method   | Endpoint                                                                                              | Description                                 |
 | -------- | ----------------------------------------------------------------------------------------------------- | ------------------------------------------- |
-| `POST`   | [Create a dashboard's filter state](/developer-docs/api/create-a-dashboards-filter-state)             | `/api/v1/dashboard/{pk}/filter_state`       |
-| `DELETE` | [Delete a dashboard's filter state value](/developer-docs/api/delete-a-dashboards-filter-state-value) | `/api/v1/dashboard/{pk}/filter_state/{key}` |
-| `GET`    | [Get a dashboard's filter state value](/developer-docs/api/get-a-dashboards-filter-state-value)       | `/api/v1/dashboard/{pk}/filter_state/{key}` |
-| `PUT`    | [Update a dashboard's filter state value](/developer-docs/api/update-a-dashboards-filter-state-value) | `/api/v1/dashboard/{pk}/filter_state/{key}` |
+| `POST`   | [Create a dashboard's filter state](/developer-docs/6.1.0/api/create-a-dashboards-filter-state)             | `/api/v1/dashboard/{pk}/filter_state`       |
+| `DELETE` | [Delete a dashboard's filter state value](/developer-docs/6.1.0/api/delete-a-dashboards-filter-state-value) | `/api/v1/dashboard/{pk}/filter_state/{key}` |
+| `GET`    | [Get a dashboard's filter state value](/developer-docs/6.1.0/api/get-a-dashboards-filter-state-value)       | `/api/v1/dashboard/{pk}/filter_state/{key}` |
+| `PUT`    | [Update a dashboard's filter state value](/developer-docs/6.1.0/api/update-a-dashboards-filter-state-value) | `/api/v1/dashboard/{pk}/filter_state/{key}` |

 </details>

@@ -381,10 +381,10 @@ curl -H "Authorization: Bearer YOUR_ACCESS_TOKEN" \

 | Method   | Endpoint                                                                         | Description                       |
 | -------- | -------------------------------------------------------------------------------- | --------------------------------- |
-| `POST`   | [Create a new form_data](/developer-docs/api/create-a-new-form-data)             | `/api/v1/explore/form_data`       |
-| `DELETE` | [Delete a form_data](/developer-docs/api/delete-a-form-data)                     | `/api/v1/explore/form_data/{key}` |
-| `GET`    | [Get a form_data](/developer-docs/api/get-a-form-data)                           | `/api/v1/explore/form_data/{key}` |
-| `PUT`    | [Update an existing form_data](/developer-docs/api/update-an-existing-form-data) | `/api/v1/explore/form_data/{key}` |
+| `POST`   | [Create a new form_data](/developer-docs/6.1.0/api/create-a-new-form-data)             | `/api/v1/explore/form_data`       |
+| `DELETE` | [Delete a form_data](/developer-docs/6.1.0/api/delete-a-form-data)                     | `/api/v1/explore/form_data/{key}` |
+| `GET`    | [Get a form_data](/developer-docs/6.1.0/api/get-a-form-data)                           | `/api/v1/explore/form_data/{key}` |
+| `PUT`    | [Update an existing form_data](/developer-docs/6.1.0/api/update-an-existing-form-data) | `/api/v1/explore/form_data/{key}` |

 </details>

@@ -395,17 +395,17 @@ curl -H "Authorization: Bearer YOUR_ACCESS_TOKEN" \

 | Method   | Endpoint                                                                                                                                            | Description                            |
 | -------- | --------------------------------------------------------------------------------------------------------------------------------------------------- | -------------------------------------- |
-| `DELETE` | [Bulk delete report schedules](/developer-docs/api/bulk-delete-report-schedules)                                                                    | `/api/v1/report/`                      |
-| `GET`    | [Get a list of report schedules](/developer-docs/api/get-a-list-of-report-schedules)                                                                | `/api/v1/report/`                      |
-| `POST`   | [Create a report schedule](/developer-docs/api/create-a-report-schedule)                                                                            | `/api/v1/report/`                      |
-| `GET`    | [Get metadata information about this API resource (report--info)](/developer-docs/api/get-metadata-information-about-this-api-resource-report-info) | `/api/v1/report/_info`                 |
-| `DELETE` | [Delete a report schedule](/developer-docs/api/delete-a-report-schedule)                                                                            | `/api/v1/report/{pk}`                  |
-| `GET`    | [Get a report schedule](/developer-docs/api/get-a-report-schedule)                                                                                  | `/api/v1/report/{pk}`                  |
-| `PUT`    | [Update a report schedule](/developer-docs/api/update-a-report-schedule)                                                                            | `/api/v1/report/{pk}`                  |
-| `GET`    | [Get a list of report schedule logs](/developer-docs/api/get-a-list-of-report-schedule-logs)                                                        | `/api/v1/report/{pk}/log/`             |
-| `GET`    | [Get a report schedule log (report-pk-log-log-id)](/developer-docs/api/get-a-report-schedule-log-report-pk-log-log-id)                              | `/api/v1/report/{pk}/log/{log_id}`     |
-| `GET`    | [Get related fields data (report-related-column-name)](/developer-docs/api/get-related-fields-data-report-related-column-name)                      | `/api/v1/report/related/{column_name}` |
-| `GET`    | [Get slack channels](/developer-docs/api/get-slack-channels)                                                                                        | `/api/v1/report/slack_channels/`       |
+| `DELETE` | [Bulk delete report schedules](/developer-docs/6.1.0/api/bulk-delete-report-schedules)                                                                    | `/api/v1/report/`                      |
+| `GET`    | [Get a list of report schedules](/developer-docs/6.1.0/api/get-a-list-of-report-schedules)                                                                | `/api/v1/report/`                      |
+| `POST`   | [Create a report schedule](/developer-docs/6.1.0/api/create-a-report-schedule)                                                                            | `/api/v1/report/`                      |
+| `GET`    | [Get metadata information about this API resource (report--info)](/developer-docs/6.1.0/api/get-metadata-information-about-this-api-resource-report-info) | `/api/v1/report/_info`                 |
+| `DELETE` | [Delete a report schedule](/developer-docs/6.1.0/api/delete-a-report-schedule)                                                                            | `/api/v1/report/{pk}`                  |
+| `GET`    | [Get a report schedule](/developer-docs/6.1.0/api/get-a-report-schedule)                                                                                  | `/api/v1/report/{pk}`                  |
+| `PUT`    | [Update a report schedule](/developer-docs/6.1.0/api/update-a-report-schedule)                                                                            | `/api/v1/report/{pk}`                  |
+| `GET`    | [Get a list of report schedule logs](/developer-docs/6.1.0/api/get-a-list-of-report-schedule-logs)                                                        | `/api/v1/report/{pk}/log/`             |
+| `GET`    | [Get a report schedule log (report-pk-log-log-id)](/developer-docs/6.1.0/api/get-a-report-schedule-log-report-pk-log-log-id)                              | `/api/v1/report/{pk}/log/{log_id}`     |
+| `GET`    | [Get related fields data (report-related-column-name)](/developer-docs/6.1.0/api/get-related-fields-data-report-related-column-name)                      | `/api/v1/report/related/{column_name}` |
+| `GET`    | [Get slack channels](/developer-docs/6.1.0/api/get-slack-channels)                                                                                        | `/api/v1/report/slack_channels/`       |

 </details>

@@ -416,17 +416,17 @@ curl -H "Authorization: Bearer YOUR_ACCESS_TOKEN" \

 | Method   | Endpoint                                                                                                         | Description                                     |
 | -------- | ---------------------------------------------------------------------------------------------------------------- | ----------------------------------------------- |
-| `GET`    | [Get security roles](/developer-docs/api/get-security-roles)                                                     | `/api/v1/security/roles/`                       |
-| `POST`   | [Create security roles](/developer-docs/api/create-security-roles)                                               | `/api/v1/security/roles/`                       |
-| `GET`    | [Get security roles info](/developer-docs/api/get-security-roles-info)                                           | `/api/v1/security/roles/_info`                  |
-| `DELETE` | [Delete security roles by pk](/developer-docs/api/delete-security-roles-by-pk)                                   | `/api/v1/security/roles/{pk}`                   |
-| `GET`    | [Get security roles by pk](/developer-docs/api/get-security-roles-by-pk)                                         | `/api/v1/security/roles/{pk}`                   |
-| `PUT`    | [Update security roles by pk](/developer-docs/api/update-security-roles-by-pk)                                   | `/api/v1/security/roles/{pk}`                   |
-| `PUT`    | [Update security roles by role_id groups](/developer-docs/api/update-security-roles-by-role-id-groups)           | `/api/v1/security/roles/{role_id}/groups`       |
-| `POST`   | [Create security roles by role_id permissions](/developer-docs/api/create-security-roles-by-role-id-permissions) | `/api/v1/security/roles/{role_id}/permissions`  |
-| `GET`    | [Get security roles by role_id permissions](/developer-docs/api/get-security-roles-by-role-id-permissions)       | `/api/v1/security/roles/{role_id}/permissions/` |
-| `PUT`    | [Update security roles by role_id users](/developer-docs/api/update-security-roles-by-role-id-users)             | `/api/v1/security/roles/{role_id}/users`        |
-| `GET`    | [List roles](/developer-docs/api/list-roles)                                                                     | `/api/v1/security/roles/search/`                |
+| `GET`    | [Get security roles](/developer-docs/6.1.0/api/get-security-roles)                                                     | `/api/v1/security/roles/`                       |
+| `POST`   | [Create security roles](/developer-docs/6.1.0/api/create-security-roles)                                               | `/api/v1/security/roles/`                       |
+| `GET`    | [Get security roles info](/developer-docs/6.1.0/api/get-security-roles-info)                                           | `/api/v1/security/roles/_info`                  |
+| `DELETE` | [Delete security roles by pk](/developer-docs/6.1.0/api/delete-security-roles-by-pk)                                   | `/api/v1/security/roles/{pk}`                   |
+| `GET`    | [Get security roles by pk](/developer-docs/6.1.0/api/get-security-roles-by-pk)                                         | `/api/v1/security/roles/{pk}`                   |
+| `PUT`    | [Update security roles by pk](/developer-docs/6.1.0/api/update-security-roles-by-pk)                                   | `/api/v1/security/roles/{pk}`                   |
+| `PUT`    | [Update security roles by role_id groups](/developer-docs/6.1.0/api/update-security-roles-by-role-id-groups)           | `/api/v1/security/roles/{role_id}/groups`       |
+| `POST`   | [Create security roles by role_id permissions](/developer-docs/6.1.0/api/create-security-roles-by-role-id-permissions) | `/api/v1/security/roles/{role_id}/permissions`  |
+| `GET`    | [Get security roles by role_id permissions](/developer-docs/6.1.0/api/get-security-roles-by-role-id-permissions)       | `/api/v1/security/roles/{role_id}/permissions/` |
+| `PUT`    | [Update security roles by role_id users](/developer-docs/6.1.0/api/update-security-roles-by-role-id-users)             | `/api/v1/security/roles/{role_id}/users`        |
+| `GET`    | [List roles](/developer-docs/6.1.0/api/list-roles)                                                                     | `/api/v1/security/roles/search/`                |

 </details>

@@ -435,12 +435,12 @@ curl -H "Authorization: Bearer YOUR_ACCESS_TOKEN" \

 | Method   | Endpoint                                                                       | Description                    |
 | -------- | ------------------------------------------------------------------------------ | ------------------------------ |
-| `GET`    | [Get security users](/developer-docs/api/get-security-users)                   | `/api/v1/security/users/`      |
-| `POST`   | [Create security users](/developer-docs/api/create-security-users)             | `/api/v1/security/users/`      |
-| `GET`    | [Get security users info](/developer-docs/api/get-security-users-info)         | `/api/v1/security/users/_info` |
-| `DELETE` | [Delete security users by pk](/developer-docs/api/delete-security-users-by-pk) | `/api/v1/security/users/{pk}`  |
-| `GET`    | [Get security users by pk](/developer-docs/api/get-security-users-by-pk)       | `/api/v1/security/users/{pk}`  |
-| `PUT`    | [Update security users by pk](/developer-docs/api/update-security-users-by-pk) | `/api/v1/security/users/{pk}`  |
+| `GET`    | [Get security users](/developer-docs/6.1.0/api/get-security-users)                   | `/api/v1/security/users/`      |
+| `POST`   | [Create security users](/developer-docs/6.1.0/api/create-security-users)             | `/api/v1/security/users/`      |
+| `GET`    | [Get security users info](/developer-docs/6.1.0/api/get-security-users-info)         | `/api/v1/security/users/_info` |
+| `DELETE` | [Delete security users by pk](/developer-docs/6.1.0/api/delete-security-users-by-pk) | `/api/v1/security/users/{pk}`  |
+| `GET`    | [Get security users by pk](/developer-docs/6.1.0/api/get-security-users-by-pk)       | `/api/v1/security/users/{pk}`  |
+| `PUT`    | [Update security users by pk](/developer-docs/6.1.0/api/update-security-users-by-pk) | `/api/v1/security/users/{pk}`  |

 </details>

@@ -449,9 +449,9 @@ curl -H "Authorization: Bearer YOUR_ACCESS_TOKEN" \

 | Method | Endpoint                                                                             | Description                          |
 | ------ | ------------------------------------------------------------------------------------ | ------------------------------------ |
-| `GET`  | [Get security permissions](/developer-docs/api/get-security-permissions)             | `/api/v1/security/permissions/`      |
-| `GET`  | [Get security permissions info](/developer-docs/api/get-security-permissions-info)   | `/api/v1/security/permissions/_info` |
-| `GET`  | [Get security permissions by pk](/developer-docs/api/get-security-permissions-by-pk) | `/api/v1/security/permissions/{pk}`  |
+| `GET`  | [Get security permissions](/developer-docs/6.1.0/api/get-security-permissions)             | `/api/v1/security/permissions/`      |
+| `GET`  | [Get security permissions info](/developer-docs/6.1.0/api/get-security-permissions-info)   | `/api/v1/security/permissions/_info` |
+| `GET`  | [Get security permissions by pk](/developer-docs/6.1.0/api/get-security-permissions-by-pk) | `/api/v1/security/permissions/{pk}`  |

 </details>

@@ -460,12 +460,12 @@ curl -H "Authorization: Bearer YOUR_ACCESS_TOKEN" \

 | Method   | Endpoint                                                                               | Description                        |
 | -------- | -------------------------------------------------------------------------------------- | ---------------------------------- |
-| `GET`    | [Get security resources](/developer-docs/api/get-security-resources)                   | `/api/v1/security/resources/`      |
-| `POST`   | [Create security resources](/developer-docs/api/create-security-resources)             | `/api/v1/security/resources/`      |
-| `GET`    | [Get security resources info](/developer-docs/api/get-security-resources-info)         | `/api/v1/security/resources/_info` |
-| `DELETE` | [Delete security resources by pk](/developer-docs/api/delete-security-resources-by-pk) | `/api/v1/security/resources/{pk}`  |
-| `GET`    | [Get security resources by pk](/developer-docs/api/get-security-resources-by-pk)       | `/api/v1/security/resources/{pk}`  |
-| `PUT`    | [Update security resources by pk](/developer-docs/api/update-security-resources-by-pk) | `/api/v1/security/resources/{pk}`  |
+| `GET`    | [Get security resources](/developer-docs/6.1.0/api/get-security-resources)                   | `/api/v1/security/resources/`      |
+| `POST`   | [Create security resources](/developer-docs/6.1.0/api/create-security-resources)             | `/api/v1/security/resources/`      |
+| `GET`    | [Get security resources info](/developer-docs/6.1.0/api/get-security-resources-info)         | `/api/v1/security/resources/_info` |
+| `DELETE` | [Delete security resources by pk](/developer-docs/6.1.0/api/delete-security-resources-by-pk) | `/api/v1/security/resources/{pk}`  |
+| `GET`    | [Get security resources by pk](/developer-docs/6.1.0/api/get-security-resources-by-pk)       | `/api/v1/security/resources/{pk}`  |
+| `PUT`    | [Update security resources by pk](/developer-docs/6.1.0/api/update-security-resources-by-pk) | `/api/v1/security/resources/{pk}`  |

 </details>

@@ -474,12 +474,12 @@ curl -H "Authorization: Bearer YOUR_ACCESS_TOKEN" \

 | Method   | Endpoint                                                                                                       | Description                                    |
 | -------- | -------------------------------------------------------------------------------------------------------------- | ---------------------------------------------- |
-| `GET`    | [Get security permissions resources](/developer-docs/api/get-security-permissions-resources)                   | `/api/v1/security/permissions-resources/`      |
-| `POST`   | [Create security permissions resources](/developer-docs/api/create-security-permissions-resources)             | `/api/v1/security/permissions-resources/`      |
-| `GET`    | [Get security permissions resources info](/developer-docs/api/get-security-permissions-resources-info)         | `/api/v1/security/permissions-resources/_info` |
-| `DELETE` | [Delete security permissions resources by pk](/developer-docs/api/delete-security-permissions-resources-by-pk) | `/api/v1/security/permissions-resources/{pk}`  |
-| `GET`    | [Get security permissions resources by pk](/developer-docs/api/get-security-permissions-resources-by-pk)       | `/api/v1/security/permissions-resources/{pk}`  |
-| `PUT`    | [Update security permissions resources by pk](/developer-docs/api/update-security-permissions-resources-by-pk) | `/api/v1/security/permissions-resources/{pk}`  |
+| `GET`    | [Get security permissions resources](/developer-docs/6.1.0/api/get-security-permissions-resources)                   | `/api/v1/security/permissions-resources/`      |
+| `POST`   | [Create security permissions resources](/developer-docs/6.1.0/api/create-security-permissions-resources)             | `/api/v1/security/permissions-resources/`      |
+| `GET`    | [Get security permissions resources info](/developer-docs/6.1.0/api/get-security-permissions-resources-info)         | `/api/v1/security/permissions-resources/_info` |
+| `DELETE` | [Delete security permissions resources by pk](/developer-docs/6.1.0/api/delete-security-permissions-resources-by-pk) | `/api/v1/security/permissions-resources/{pk}`  |
+| `GET`    | [Get security permissions resources by pk](/developer-docs/6.1.0/api/get-security-permissions-resources-by-pk)       | `/api/v1/security/permissions-resources/{pk}`  |
+| `PUT`    | [Update security permissions resources by pk](/developer-docs/6.1.0/api/update-security-permissions-resources-by-pk) | `/api/v1/security/permissions-resources/{pk}`  |

 </details>

@@ -488,14 +488,14 @@ curl -H "Authorization: Bearer YOUR_ACCESS_TOKEN" \

 | Method   | Endpoint                                                                                                                                                                | Description                                      |
 | -------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------ |
-| `DELETE` | [Bulk delete RLS rules](/developer-docs/api/bulk-delete-rls-rules)                                                                                                      | `/api/v1/rowlevelsecurity/`                      |
-| `GET`    | [Get a list of RLS](/developer-docs/api/get-a-list-of-rls)                                                                                                              | `/api/v1/rowlevelsecurity/`                      |
-| `POST`   | [Create a new RLS rule](/developer-docs/api/create-a-new-rls-rule)                                                                                                      | `/api/v1/rowlevelsecurity/`                      |
-| `GET`    | [Get metadata information about this API resource (rowlevelsecurity--info)](/developer-docs/api/get-metadata-information-about-this-api-resource-rowlevelsecurity-info) | `/api/v1/rowlevelsecurity/_info`                 |
-| `DELETE` | [Delete an RLS](/developer-docs/api/delete-an-rls)                                                                                                                      | `/api/v1/rowlevelsecurity/{pk}`                  |
-| `GET`    | [Get an RLS](/developer-docs/api/get-an-rls)                                                                                                                            | `/api/v1/rowlevelsecurity/{pk}`                  |
-| `PUT`    | [Update an RLS rule](/developer-docs/api/update-an-rls-rule)                                                                                                            | `/api/v1/rowlevelsecurity/{pk}`                  |
-| `GET`    | [Get related fields data (rowlevelsecurity-related-column-name)](/developer-docs/api/get-related-fields-data-rowlevelsecurity-related-column-name)                      | `/api/v1/rowlevelsecurity/related/{column_name}` |
+| `DELETE` | [Bulk delete RLS rules](/developer-docs/6.1.0/api/bulk-delete-rls-rules)                                                                                                      | `/api/v1/rowlevelsecurity/`                      |
+| `GET`    | [Get a list of RLS](/developer-docs/6.1.0/api/get-a-list-of-rls)                                                                                                              | `/api/v1/rowlevelsecurity/`                      |
+| `POST`   | [Create a new RLS rule](/developer-docs/6.1.0/api/create-a-new-rls-rule)                                                                                                      | `/api/v1/rowlevelsecurity/`                      |
+| `GET`    | [Get metadata information about this API resource (rowlevelsecurity--info)](/developer-docs/6.1.0/api/get-metadata-information-about-this-api-resource-rowlevelsecurity-info) | `/api/v1/rowlevelsecurity/_info`                 |
+| `DELETE` | [Delete an RLS](/developer-docs/6.1.0/api/delete-an-rls)                                                                                                                      | `/api/v1/rowlevelsecurity/{pk}`                  |
+| `GET`    | [Get an RLS](/developer-docs/6.1.0/api/get-an-rls)                                                                                                                            | `/api/v1/rowlevelsecurity/{pk}`                  |
+| `PUT`    | [Update an RLS rule](/developer-docs/6.1.0/api/update-an-rls-rule)                                                                                                            | `/api/v1/rowlevelsecurity/{pk}`                  |
+| `GET`    | [Get related fields data (rowlevelsecurity-related-column-name)](/developer-docs/6.1.0/api/get-related-fields-data-rowlevelsecurity-related-column-name)                      | `/api/v1/rowlevelsecurity/related/{column_name}` |

 </details>

@@ -506,8 +506,8 @@ curl -H "Authorization: Bearer YOUR_ACCESS_TOKEN" \

 | Method | Endpoint                                                             | Description              |
 | ------ | -------------------------------------------------------------------- | ------------------------ |
-| `GET`  | [Export all assets](/developer-docs/api/export-all-assets)           | `/api/v1/assets/export/` |
-| `POST` | [Import multiple assets](/developer-docs/api/import-multiple-assets) | `/api/v1/assets/import/` |
+| `GET`  | [Export all assets](/developer-docs/6.1.0/api/export-all-assets)           | `/api/v1/assets/export/` |
+| `POST` | [Import multiple assets](/developer-docs/6.1.0/api/import-multiple-assets) | `/api/v1/assets/import/` |

 </details>

@@ -516,7 +516,7 @@ curl -H "Authorization: Bearer YOUR_ACCESS_TOKEN" \

 | Method | Endpoint                                                                                                                                 | Description                   |
 | ------ | ---------------------------------------------------------------------------------------------------------------------------------------- | ----------------------------- |
-| `POST` | [Invalidate cache records and remove the database records](/developer-docs/api/invalidate-cache-records-and-remove-the-database-records) | `/api/v1/cachekey/invalidate` |
+| `POST` | [Invalidate cache records and remove the database records](/developer-docs/6.1.0/api/invalidate-cache-records-and-remove-the-database-records) | `/api/v1/cachekey/invalidate` |

 </details>

@@ -525,10 +525,10 @@ curl -H "Authorization: Bearer YOUR_ACCESS_TOKEN" \

 | Method | Endpoint                                                                                       | Description                    |
 | ------ | ---------------------------------------------------------------------------------------------- | ------------------------------ |
-| `GET`  | [Get a list of logs](/developer-docs/api/get-a-list-of-logs)                                   | `/api/v1/log/`                 |
-| `POST` | [Create log](/developer-docs/api/create-log)                                                   | `/api/v1/log/`                 |
-| `GET`  | [Get a log detail information](/developer-docs/api/get-a-log-detail-information)               | `/api/v1/log/{pk}`             |
-| `GET`  | [Get recent activity data for a user](/developer-docs/api/get-recent-activity-data-for-a-user) | `/api/v1/log/recent_activity/` |
+| `GET`  | [Get a list of logs](/developer-docs/6.1.0/api/get-a-list-of-logs)                                   | `/api/v1/log/`                 |
+| `POST` | [Create log](/developer-docs/6.1.0/api/create-log)                                                   | `/api/v1/log/`                 |
+| `GET`  | [Get a log detail information](/developer-docs/6.1.0/api/get-a-log-detail-information)               | `/api/v1/log/{pk}`             |
+| `GET`  | [Get recent activity data for a user](/developer-docs/6.1.0/api/get-recent-activity-data-for-a-user) | `/api/v1/log/recent_activity/` |

 </details>

@@ -539,9 +539,9 @@ curl -H "Authorization: Bearer YOUR_ACCESS_TOKEN" \

 | Method | Endpoint                                                               | Description         |
 | ------ | ---------------------------------------------------------------------- | ------------------- |
-| `GET`  | [Get the user object](/developer-docs/api/get-the-user-object)         | `/api/v1/me/`       |
-| `PUT`  | [Update the current user](/developer-docs/api/update-the-current-user) | `/api/v1/me/`       |
-| `GET`  | [Get the user roles](/developer-docs/api/get-the-user-roles)           | `/api/v1/me/roles/` |
+| `GET`  | [Get the user object](/developer-docs/6.1.0/api/get-the-user-object)         | `/api/v1/me/`       |
+| `PUT`  | [Update the current user](/developer-docs/6.1.0/api/update-the-current-user) | `/api/v1/me/`       |
+| `GET`  | [Get the user roles](/developer-docs/6.1.0/api/get-the-user-roles)           | `/api/v1/me/roles/` |

 </details>

@@ -550,7 +550,7 @@ curl -H "Authorization: Bearer YOUR_ACCESS_TOKEN" \

 | Method | Endpoint                                                       | Description                         |
 | ------ | -------------------------------------------------------------- | ----------------------------------- |
-| `GET`  | [Get the user avatar](/developer-docs/api/get-the-user-avatar) | `/api/v1/user/{user_id}/avatar.png` |
+| `GET`  | [Get the user avatar](/developer-docs/6.1.0/api/get-the-user-avatar) | `/api/v1/user/{user_id}/avatar.png` |

 </details>

@@ -559,7 +559,7 @@ curl -H "Authorization: Bearer YOUR_ACCESS_TOKEN" \

 | Method | Endpoint                                 | Description     |
 | ------ | ---------------------------------------- | --------------- |
-| `GET`  | [Get menu](/developer-docs/api/get-menu) | `/api/v1/menu/` |
+| `GET`  | [Get menu](/developer-docs/6.1.0/api/get-menu) | `/api/v1/menu/` |

 </details>

@@ -568,7 +568,7 @@ curl -H "Authorization: Bearer YOUR_ACCESS_TOKEN" \

 | Method | Endpoint                                                                   | Description                  |
 | ------ | -------------------------------------------------------------------------- | ---------------------------- |
-| `GET`  | [Get all available domains](/developer-docs/api/get-all-available-domains) | `/api/v1/available_domains/` |
+| `GET`  | [Get all available domains](/developer-docs/6.1.0/api/get-all-available-domains) | `/api/v1/available_domains/` |

 </details>

@@ -577,7 +577,7 @@ curl -H "Authorization: Bearer YOUR_ACCESS_TOKEN" \

 | Method | Endpoint                                                                                       | Description            |
 | ------ | ---------------------------------------------------------------------------------------------- | ---------------------- |
-| `GET`  | [Read off of the Redis events stream](/developer-docs/api/read-off-of-the-redis-events-stream) | `/api/v1/async_event/` |
+| `GET`  | [Read off of the Redis events stream](/developer-docs/6.1.0/api/read-off-of-the-redis-events-stream) | `/api/v1/async_event/` |

 </details>

@@ -586,7 +586,7 @@ curl -H "Authorization: Bearer YOUR_ACCESS_TOKEN" \

 | Method | Endpoint                                                                     | Description               |
 | ------ | ---------------------------------------------------------------------------- | ------------------------- |
-| `GET`  | [Get api by version openapi](/developer-docs/api/get-api-by-version-openapi) | `/api/{version}/_openapi` |
+| `GET`  | [Get api by version openapi](/developer-docs/6.1.0/api/get-api-by-version-openapi) | `/api/{version}/_openapi` |

 </details>

@@ -597,12 +597,12 @@ curl -H "Authorization: Bearer YOUR_ACCESS_TOKEN" \

 | Method   | Endpoint                                                                         | Description                     |
 | -------- | -------------------------------------------------------------------------------- | ------------------------------- |
-| `GET`    | [Get security groups](/developer-docs/api/get-security-groups)                   | `/api/v1/security/groups/`      |
-| `POST`   | [Create security groups](/developer-docs/api/create-security-groups)             | `/api/v1/security/groups/`      |
-| `GET`    | [Get security groups info](/developer-docs/api/get-security-groups-info)         | `/api/v1/security/groups/_info` |
-| `DELETE` | [Delete security groups by pk](/developer-docs/api/delete-security-groups-by-pk) | `/api/v1/security/groups/{pk}`  |
-| `GET`    | [Get security groups by pk](/developer-docs/api/get-security-groups-by-pk)       | `/api/v1/security/groups/{pk}`  |
-| `PUT`    | [Update security groups by pk](/developer-docs/api/update-security-groups-by-pk) | `/api/v1/security/groups/{pk}`  |
+| `GET`    | [Get security groups](/developer-docs/6.1.0/api/get-security-groups)                   | `/api/v1/security/groups/`      |
+| `POST`   | [Create security groups](/developer-docs/6.1.0/api/create-security-groups)             | `/api/v1/security/groups/`      |
+| `GET`    | [Get security groups info](/developer-docs/6.1.0/api/get-security-groups-info)         | `/api/v1/security/groups/_info` |
+| `DELETE` | [Delete security groups by pk](/developer-docs/6.1.0/api/delete-security-groups-by-pk) | `/api/v1/security/groups/{pk}`  |
+| `GET`    | [Get security groups by pk](/developer-docs/6.1.0/api/get-security-groups-by-pk)       | `/api/v1/security/groups/{pk}`  |
+| `PUT`    | [Update security groups by pk](/developer-docs/6.1.0/api/update-security-groups-by-pk) | `/api/v1/security/groups/{pk}`  |

 </details>

@@ -611,20 +611,20 @@ curl -H "Authorization: Bearer YOUR_ACCESS_TOKEN" \

 | Method   | Endpoint                                                                                                                                          | Description                             |
 | -------- | ------------------------------------------------------------------------------------------------------------------------------------------------- | --------------------------------------- |
-| `DELETE` | [Bulk delete themes](/developer-docs/api/bulk-delete-themes)                                                                                      | `/api/v1/theme/`                        |
-| `GET`    | [Get a list of themes](/developer-docs/api/get-a-list-of-themes)                                                                                  | `/api/v1/theme/`                        |
-| `POST`   | [Create a theme](/developer-docs/api/create-a-theme)                                                                                              | `/api/v1/theme/`                        |
-| `GET`    | [Get metadata information about this API resource (theme--info)](/developer-docs/api/get-metadata-information-about-this-api-resource-theme-info) | `/api/v1/theme/_info`                   |
-| `DELETE` | [Delete a theme](/developer-docs/api/delete-a-theme)                                                                                              | `/api/v1/theme/{pk}`                    |
-| `GET`    | [Get a theme](/developer-docs/api/get-a-theme)                                                                                                    | `/api/v1/theme/{pk}`                    |
-| `PUT`    | [Update a theme](/developer-docs/api/update-a-theme)                                                                                              | `/api/v1/theme/{pk}`                    |
-| `PUT`    | [Set a theme as the system dark theme](/developer-docs/api/set-a-theme-as-the-system-dark-theme)                                                  | `/api/v1/theme/{pk}/set_system_dark`    |
-| `PUT`    | [Set a theme as the system default theme](/developer-docs/api/set-a-theme-as-the-system-default-theme)                                            | `/api/v1/theme/{pk}/set_system_default` |
-| `GET`    | [Download multiple themes as YAML files](/developer-docs/api/download-multiple-themes-as-yaml-files)                                              | `/api/v1/theme/export/`                 |
-| `POST`   | [Import themes from a ZIP file](/developer-docs/api/import-themes-from-a-zip-file)                                                                | `/api/v1/theme/import/`                 |
-| `GET`    | [Get related fields data (theme-related-column-name)](/developer-docs/api/get-related-fields-data-theme-related-column-name)                      | `/api/v1/theme/related/{column_name}`   |
-| `DELETE` | [Clear the system dark theme](/developer-docs/api/clear-the-system-dark-theme)                                                                    | `/api/v1/theme/unset_system_dark`       |
-| `DELETE` | [Clear the system default theme](/developer-docs/api/clear-the-system-default-theme)                                                              | `/api/v1/theme/unset_system_default`    |
+| `DELETE` | [Bulk delete themes](/developer-docs/6.1.0/api/bulk-delete-themes)                                                                                      | `/api/v1/theme/`                        |
+| `GET`    | [Get a list of themes](/developer-docs/6.1.0/api/get-a-list-of-themes)                                                                                  | `/api/v1/theme/`                        |
+| `POST`   | [Create a theme](/developer-docs/6.1.0/api/create-a-theme)                                                                                              | `/api/v1/theme/`                        |
+| `GET`    | [Get metadata information about this API resource (theme--info)](/developer-docs/6.1.0/api/get-metadata-information-about-this-api-resource-theme-info) | `/api/v1/theme/_info`                   |
+| `DELETE` | [Delete a theme](/developer-docs/6.1.0/api/delete-a-theme)                                                                                              | `/api/v1/theme/{pk}`                    |
+| `GET`    | [Get a theme](/developer-docs/6.1.0/api/get-a-theme)                                                                                                    | `/api/v1/theme/{pk}`                    |
+| `PUT`    | [Update a theme](/developer-docs/6.1.0/api/update-a-theme)                                                                                              | `/api/v1/theme/{pk}`                    |
+| `PUT`    | [Set a theme as the system dark theme](/developer-docs/6.1.0/api/set-a-theme-as-the-system-dark-theme)                                                  | `/api/v1/theme/{pk}/set_system_dark`    |
+| `PUT`    | [Set a theme as the system default theme](/developer-docs/6.1.0/api/set-a-theme-as-the-system-default-theme)                                            | `/api/v1/theme/{pk}/set_system_default` |
+| `GET`    | [Download multiple themes as YAML files](/developer-docs/6.1.0/api/download-multiple-themes-as-yaml-files)                                              | `/api/v1/theme/export/`                 |
+| `POST`   | [Import themes from a ZIP file](/developer-docs/6.1.0/api/import-themes-from-a-zip-file)                                                                | `/api/v1/theme/import/`                 |
+| `GET`    | [Get related fields data (theme-related-column-name)](/developer-docs/6.1.0/api/get-related-fields-data-theme-related-column-name)                      | `/api/v1/theme/related/{column_name}`   |
+| `DELETE` | [Clear the system dark theme](/developer-docs/6.1.0/api/clear-the-system-dark-theme)                                                                    | `/api/v1/theme/unset_system_dark`       |
+| `DELETE` | [Clear the system default theme](/developer-docs/6.1.0/api/clear-the-system-default-theme)                                                              | `/api/v1/theme/unset_system_default`    |

 </details>

@@ -633,14 +633,14 @@ curl -H "Authorization: Bearer YOUR_ACCESS_TOKEN" \

 | Method   | Endpoint                                                                                                                                                                                           | Description                                                  |
 | -------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------ |
-| `GET`    | [Get security user registrations](/developer-docs/api/get-security-user-registrations)                                                                                                             | `/api/v1/security/user_registrations/`                       |
-| `POST`   | [Create security user registrations](/developer-docs/api/create-security-user-registrations)                                                                                                       | `/api/v1/security/user_registrations/`                       |
-| `GET`    | [Get security user registrations info](/developer-docs/api/get-security-user-registrations-info)                                                                                                   | `/api/v1/security/user_registrations/_info`                  |
-| `DELETE` | [Delete security user registrations by pk](/developer-docs/api/delete-security-user-registrations-by-pk)                                                                                           | `/api/v1/security/user_registrations/{pk}`                   |
-| `GET`    | [Get security user registrations by pk](/developer-docs/api/get-security-user-registrations-by-pk)                                                                                                 | `/api/v1/security/user_registrations/{pk}`                   |
-| `PUT`    | [Update security user registrations by pk](/developer-docs/api/update-security-user-registrations-by-pk)                                                                                           | `/api/v1/security/user_registrations/{pk}`                   |
-| `GET`    | [Get distinct values from field data (security-user-registrations-distinct-column-name)](/developer-docs/api/get-distinct-values-from-field-data-security-user-registrations-distinct-column-name) | `/api/v1/security/user_registrations/distinct/{column_name}` |
-| `GET`    | [Get related fields data (security-user-registrations-related-column-name)](/developer-docs/api/get-related-fields-data-security-user-registrations-related-column-name)                           | `/api/v1/security/user_registrations/related/{column_name}`  |
+| `GET`    | [Get security user registrations](/developer-docs/6.1.0/api/get-security-user-registrations)                                                                                                             | `/api/v1/security/user_registrations/`                       |
+| `POST`   | [Create security user registrations](/developer-docs/6.1.0/api/create-security-user-registrations)                                                                                                       | `/api/v1/security/user_registrations/`                       |
+| `GET`    | [Get security user registrations info](/developer-docs/6.1.0/api/get-security-user-registrations-info)                                                                                                   | `/api/v1/security/user_registrations/_info`                  |
+| `DELETE` | [Delete security user registrations by pk](/developer-docs/6.1.0/api/delete-security-user-registrations-by-pk)                                                                                           | `/api/v1/security/user_registrations/{pk}`                   |
+| `GET`    | [Get security user registrations by pk](/developer-docs/6.1.0/api/get-security-user-registrations-by-pk)                                                                                                 | `/api/v1/security/user_registrations/{pk}`                   |
+| `PUT`    | [Update security user registrations by pk](/developer-docs/6.1.0/api/update-security-user-registrations-by-pk)                                                                                           | `/api/v1/security/user_registrations/{pk}`                   |
+| `GET`    | [Get distinct values from field data (security-user-registrations-distinct-column-name)](/developer-docs/6.1.0/api/get-distinct-values-from-field-data-security-user-registrations-distinct-column-name) | `/api/v1/security/user_registrations/distinct/{column_name}` |
+| `GET`    | [Get related fields data (security-user-registrations-related-column-name)](/developer-docs/6.1.0/api/get-related-fields-data-security-user-registrations-related-column-name)                           | `/api/v1/security/user_registrations/related/{column_name}`  |

 </details>

@@ -58,7 +58,7 @@ A modern, enterprise-ready business intelligence web application.
 [**Why Superset?**](#why-superset) |
 [**Supported Databases**](#supported-databases) |
 [**Installation and Configuration**](#installation-and-configuration) |
-[**Release Notes**](https://github.com/apache/superset/blob/master/RELEASING/README.md#release-notes-for-recent-releases) |
+[**Release Notes**](https://github.com/apache/superset/releases) |
 [**Get Involved**](#get-involved) |
 [**Contributor Guide**](#contributor-guide) |
 [**Resources**](#resources) |
@@ -328,6 +328,12 @@ Conditional formatting rules highlight cells based on their values. Rules can be

 Each rule has a **"Use gradient"** toggle: enabled applies a varying opacity (lighter = further from threshold), disabled applies a solid fill at full opacity regardless of value.

+For numeric rules, the optional **"Min bound"** / **"Max bound"** fields let you override the auto-detected color range with fixed values instead of relying on the minimum/maximum found in the data — useful when you want consistent coloring across dashboards or data refreshes.
+
+Set **"Bound unit"** to **"% of column"** to express the bounds as percentages of either the column maximum or **"Column sum"**, which adds the absolute values in the column so positive and negative values do not cancel into an unstable denominator. A non-positive maximum or zero sum falls back to the automatic data range. A percentage center based on **"Column sum"** must still resolve inside the color range to activate diverging colors. This option is unavailable with server pagination because the browser only receives one page of rows and cannot calculate a stable full-column denominator; existing percentage rules also use the automatic range while server pagination is enabled.
+
+For a diverging scale, set a **"Center value"** together with **"Low color"**, **"Mid color"**, and **"High color"**. Values below and above the center interpolate toward the corresponding endpoint color. Turning off **"Use gradient"** disables this interpolation and applies the base color as a solid fill.
+
 Each rule's color is set with a full color picker rather than a fixed dropdown of presets. Pick any custom color, or use the **Colors** preset swatches, which reference theme tokens (success, warning, error, and their background variants) so a rule's color updates automatically if the active theme changes, including switching between light and dark mode.

 When a rule targets a column with an active time comparison, a **Trend colors** preset also appears, letting you color cells green for an increase and red for a decrease (or the reverse).
@@ -373,6 +379,15 @@ AG Grid supports server-side column filters that query the full dataset — not

 AG Grid Interactive Table supports **Time Shift** (time comparison), matching the behavior of the standard Table chart. In the **Advanced Analytics** → **Time Comparison** section of the chart configuration, enter a shift expression (e.g., `1 year ago`, `minus 7 days`) to add comparison columns showing values from the offset period. Dashboard-level time range overrides apply to both the base and comparison periods.

+#### Show Summary
+
+The **Show summary** checkbox lives at the top of the **Visual formatting** section in the **Customize** tab, for both **Aggregate** and **Raw Records** query modes. Enabling it pins a summary row to the bottom of the grid whenever there is something to summarize: at least one metric in **Aggregate** mode, or at least one eligible numeric column in **Raw Records** mode. Otherwise no summary row is added.
+
+- In **Aggregate** mode, the summary row applies each metric's own aggregation (or the **Summary aggregation** override, where available) across the full filtered dataset.
+- In **Raw Records** mode, the summary row defaults to a server-side `SUM` for each numeric column that's backed by a physical or calculated dataset column; the **Summary aggregation** control can override this to `AVG` as well. Non-numeric cells and columns built from free-form SQL expressions stay blank.
+
+In both modes, the summary is computed across the full result set, independent of the chart's row limit and pagination, and it reflects dashboard and chart-level filters. It does not reflect AG Grid's own server-side column filters (the per-column filter UI in the grid header), which are excluded from the summary query.
+
 ### Dynamic Currency Formatting

 Chart metric values can display currencies dynamically rather than using a fixed currency code. To enable:
@@ -145,3 +145,51 @@ The following URL parameters can be passed through the `urlParams` option in `da
 - **Row-level security** — pass `rls` rules in the guest token request to restrict which rows are visible to the embedded user.
 - **Allowed domains** — restrict which host origins can embed a dashboard by setting **Allowed Domains** per-dashboard in the _Embed_ settings modal. Superset checks the request's `Referer` header against this list before serving the embedded view; an empty list allows any origin, so configure this explicitly for production.
 - **Redacted errors** — API responses to a guest token report a generic `An error occurred while fetching the data.` instead of the underlying error, since engine errors quote catalog, schema, table and column names. Errors Superset raises itself — access denials, timeouts, payload validation — keep their message, and the full error is always available in the server logs.
+
+
+## Guest-token request-header size diagnostics
+
+A successful guest-token mint does not guarantee the token can pass through your
+deployment's proxies. Limits apply to the **encoded JWT bytes plus header
+overhead**, not the number of RLS rules or identifiers. A proxy can reject the
+subsequent authentication request before it reaches Superset, including an HTTP
+400 HTML response instead of JSON. A 400 alone does not establish a size problem.
+
+Operators can set a deployment-specific diagnostic budget in `superset_config.py`:
+
+```python
+# Example only: choose a budget for your complete proxy path.
+GUEST_TOKEN_HEADER_MAX_BYTES = 16 * 1024
+```
+
+The default is `None` (no budget warnings). Positive integer budgets count UTF-8
+bytes of `GUEST_TOKEN_HEADER_NAME`, `: `, the encoded token, and `\r\n`
+(four framing bytes). Only sizes **strictly greater** than the budget warn;
+equality does not. This is consistent diagnostic accounting, not a prediction of
+every proxy's wire-level accounting, HTTP/2 compression, or total-header limits.
+Leave a safety margin and validate your actual deployment, including custom
+header names. Zero, negative, non-integral, or non-numeric values (including strings and
+booleans) disable budget warnings, as do values above JavaScript's maximum safe
+integer (2^53 − 1). Whole-number floats are accepted. Convert environment-variable
+strings to integers in deployment configuration to enable the budget.
+
+Issuance audit metadata includes `token_bytes`, `header_bytes`,
+`header_budget_bytes`, and `header_budget_exceeded`. Issuance remains HTTP 200
+with the same token and response shape. The embedded bootstrap exposes the budget
+and configured header name; reload the iframe after changing deployment config.
+The embedded client measures initial and refreshed tokens and warns in the
+developer console with sizes only. Initial authentication failures get a targeted
+suggestion only when the request's token exceeds the budget and the failure has
+no status or HTTP 400/431/494; other statuses and ambiguous in-flight
+refreshes use the generic error. Refresh warnings do not restart authentication.
+These diagnostics do not record JWTs, decoded claims, RLS SQL, or request headers.
+
+[AWS Application Load Balancer quotas](https://docs.aws.amazon.com/elasticloadbalancing/latest/application/load-balancer-limits.html)
+list a non-adjustable 16 K single-header limit. Increasing a Superset diagnostic
+budget does not increase that limit or add large-token support.
+
+To reduce payload size, replace large inline RLS ID lists with a compact
+entitlements-table subquery where supported by your database. Keep the same
+tenant/user restrictions, derive identity from your trusted token-issuing
+backend, and verify equivalent row access and query performance before rollout.
+Do not remove RLS or broaden entitlements to make a token smaller.
@@ -151,6 +151,20 @@ see some data!
 You should see months in the rows and Department and Travel Class in the columns. Publish this chart
 to your existing Tutorial Dashboard you created earlier.

+:::note
+Row and column totals/subtotals for the Pivot Table are correct even for non-additive metrics,
+such as ratios (`SUM(a)/SUM(b)`), `COUNT_DISTINCT`, `AVG`, and percentiles, not just additive ones
+like `SUM` or `COUNT`. Totals derive client-side, by reducing the same full-detail query results
+used to build the table, only when every selected metric is additive; if any selected metric is
+non-additive, Superset instead issues a database query at each total's own granularity for all
+metrics, so the total reflects each metric's own definition evaluated at that level rather than an
+incorrect combination of the displayed cells. Because of this, there's no separate "Aggregation
+function" control for totals in the Pivot Table: a total always reflects the metric's own
+definition. The Table chart's **Show summary** row is different: its **Summary aggregation**
+control can override a simple metric's own aggregation (to Sum or Average) for the summary row
+only — metrics built from custom SQL keep their own aggregation regardless.
+:::
+
 ### Line Chart

 In this section, we are going to create a line chart to understand the average price of a ticket by
@@ -9,22 +9,31 @@ version: 1

 Superset can export every chart on a dashboard to a single Excel workbook, with
 each chart's underlying data rendered as its own worksheet. The export reflects
-the dashboard's currently applied filters and runs asynchronously: when it
-finishes, the requesting user receives an email with a time-limited download
-link.
+the dashboard's currently applied filters.
+
+How the finished workbook reaches you depends on whether the deployment has
+export storage configured:
+
+- **With an export bucket**, a background worker builds the workbook and emails
+  the user a time-limited download link.
+- **Without an export bucket**, Superset builds the workbook during the request
+  and returns it to the browser. This path only supports data exports within
+  `EXCEL_EXPORT_SYNC_MAX_ROWS` (see [Prerequisites](#prerequisites)).

 ## Using the export

 From a dashboard, open the **... (actions) → Download** submenu and choose
 **Export Data to Excel**. The action appears for users who have the dashboard
-`can_export` permission. You'll see a confirmation that the export is being
-prepared; the workbook arrives by email when it's ready.
+`can_export` permission. Where the export is queued you'll see a confirmation
+that it is being prepared, then receive the workbook by email. Direct exports
+download when ready.

 A second option, **Export Images to Excel**, embeds each non-table chart as a
 rendered image (tables stay tabular) instead of exporting raw data. Because it
 renders charts through the headless webdriver, this option only appears when the
 webdriver screenshot feature flags are enabled (see the prerequisites below);
 which viz types stay tabular is controlled by `EXCEL_EXPORT_TABLE_VIZ_TYPES`.
+Image exports always run in the background and require an export bucket.

 Notes on the generated workbook:

@@ -36,31 +45,37 @@ Notes on the generated workbook:
  re-saved in Explore) still exports when it is a `table`, `big_number`,
  `big_number_total` or `pie`, by rebuilding the query from the chart's saved
  form data. Charts of other types — and charts relying on post-processing the
-  rebuild can't reproduce — are skipped and listed in the email; open the chart
-  in Explore and re-save it to include it next time, or configure
-  `EXCEL_EXPORT_QUERY_CONTEXT_BUILDER`.
+  rebuild can't reproduce — are skipped; open the chart in Explore and re-save it
+  to include it next time, or configure `EXCEL_EXPORT_QUERY_CONTEXT_BUILDER`.
+  The workbook's **Export Summary** sheet lists skipped charts. Queued exports
+  also list them in the email.
 - Row counts per sheet are capped the same way as the chart-level CSV/Excel
  export (`ROW_LIMIT`, bounded by `SQL_MAX_ROW`), and never exceed Excel's
  per-sheet maximum.

 ## Prerequisites

-This feature is **disabled by default**. It requires:
+Dashboard data exports need no configuration. By default, Superset builds the
+workbook during the request and returns it to the browser. The combined
+`row_limit` of its queries must not exceed `EXCEL_EXPORT_SYNC_MAX_ROWS` (100,000
+by default). Queries without a `row_limit` use `ROW_LIMIT`. Keep this setting
+within your web server's request timeout.
+
+For larger data exports and all image exports, configure the background path:

 1. **The `boto3` dependency.** It is not installed by default; install it with
   `pip install apache-superset[excel-export]`. Without it, exports fail and the
   user receives a failure email.
-2. **An S3 bucket.** Set `EXCEL_EXPORT_S3_BUCKET`. Until it is set, the export
-   endpoint returns `501` and the menu action surfaces a "not configured"
-   message.
-3. **A running Celery worker.** The export runs as a Celery task. If no worker
-   is running, the request is accepted but nothing is produced.
+2. **An S3 bucket.** Set `EXCEL_EXPORT_S3_BUCKET` to queue exports and deliver
+   them by email.
+3. **A running Celery worker.** The queued export runs as a Celery task. If no
+   worker is running, the request is accepted but nothing is produced.
 4. **A configured SMTP transport.** The download link is delivered by email
   using the same settings as alerts & reports (`SMTP_*`,
   `EMAIL_REPORTS_SUBJECT_PREFIX`).

-**Export Images to Excel** additionally requires a working headless webdriver —
-the same infrastructure scheduled reports and thumbnails use (`WEBDRIVER_*`,
+**Export Images to Excel** also requires the headless webdriver used by scheduled
+reports and thumbnails (`WEBDRIVER_*`,
 plus the `ENABLE_DASHBOARD_SCREENSHOT_ENDPOINTS` and
 `ENABLE_DASHBOARD_DOWNLOAD_WEBDRIVER_SCREENSHOT` feature flags). The menu option
 is hidden when those flags are off; if the webdriver is unreachable, image
@@ -72,14 +87,15 @@ will not register.

 ## Configuration keys

-| Key                             | Default                | Description                                                                                                                                                                       |
-| ------------------------------- | ---------------------- | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
-| `EXCEL_EXPORT_S3_BUCKET`        | `None`                 | Destination bucket. Required; `501` if unset.                                                                                                                                     |
-| `EXCEL_EXPORT_S3_KEY_PREFIX`    | `"dashboard-exports/"` | Key prefix: `{prefix}{dashboard_id}/{job_id}.xlsx`.                                                                                                                               |
-| `EXCEL_EXPORT_LINK_TTL_SECONDS` | `86400`                | Lifetime of the pre-signed download URL (24h).                                                                                                                                    |
-| `EXCEL_EXPORT_S3_CLIENT_KWARGS` | `{}`                   | Extra kwargs for `boto3.client("s3", ...)` — e.g. `region_name`, or `endpoint_url` for MinIO/LocalStack.                                                                          |
-| `EXCEL_EXPORT_TABLE_VIZ_TYPES`  | `None`                 | Viz types kept tabular in **Export Images to Excel** mode; every other type is embedded as an image. `None` uses the built-in default (`table`, `pivot_table`, `pivot_table_v2`). |
-| `EXCEL_EXPORT_QUERY_CONTEXT_BUILDER` | `None`            | Optional `Callable[[form_data_dict], dict \| None]` to build a query context for a chart missing a saved one, tried before the built-in form-data rebuild. Point it at a service that runs the chart's real frontend `buildQuery` to faithfully export viz types the built-in rebuild can't handle. Must return `None` when it can't build faithfully, so the export falls back. |
+| Key                                  | Default                | Description                                                                                                                            |
+| ------------------------------------ | ---------------------- | -------------------------------------------------------------------------------------------------------------------------------------- |
+| `EXCEL_EXPORT_S3_BUCKET`             | `None`                 | Destination bucket. When unset, eligible data exports download directly.                                                               |
+| `EXCEL_EXPORT_SYNC_MAX_ROWS`         | `100000`               | Maximum combined query `row_limit` for a direct download. Ignored when a bucket is configured.                                         |
+| `EXCEL_EXPORT_S3_KEY_PREFIX`         | `"dashboard-exports/"` | Key prefix: `{prefix}{dashboard_id}/{job_id}.xlsx`.                                                                                     |
+| `EXCEL_EXPORT_LINK_TTL_SECONDS`      | `86400`                | Lifetime of the pre-signed download URL (24h).                                                                                          |
+| `EXCEL_EXPORT_S3_CLIENT_KWARGS`      | `{}`                   | Extra arguments for `boto3.client("s3", ...)`, such as `region_name` or an `endpoint_url` for MinIO or LocalStack.                     |
+| `EXCEL_EXPORT_TABLE_VIZ_TYPES`       | `None`                 | Viz types kept tabular in image mode. `None` uses `table`, `pivot_table`, and `pivot_table_v2`.                                         |
+| `EXCEL_EXPORT_QUERY_CONTEXT_BUILDER` | `None`                 | Optional callable that builds a query context from `Slice.form_data`. Return `None` to use the built-in rebuild.                        |

 Credentials and region resolve through the standard boto3 chain (environment
 variables, shared config, or instance role) unless overridden via
@@ -88,8 +104,9 @@ variables, shared config, or instance role) unless overridden via
 ## Security considerations

 - The emailed link is a **pre-signed S3 URL**: anyone who holds it can download
-  the workbook until it expires. Keep the bucket **private**, enable
-  encryption, and consider a lifecycle rule to delete objects after a few days.
+  the workbook until it expires. Direct downloads are not stored or linked.
+  Keep the bucket **private**, enable encryption, and consider a lifecycle rule
+  to delete objects after a few days.
  Lower `EXCEL_EXPORT_LINK_TTL_SECONDS` if 24 hours is too long for your data.
 - The export runs with the requesting user's permissions; each chart's query is
  access-checked, so users only ever receive data they are entitled to.
@@ -97,9 +114,9 @@ variables, shared config, or instance role) unless overridden via
 ## Limitations

 - **Embedded dashboards / guest tokens are not supported** in this version,
-  because guest users have no email address to deliver the link to. Logged-in
-  users viewing an embedded dashboard can still use the export.
+  including direct downloads. Logged-in users viewing an embedded dashboard can
+  still use the export.
 - The default **Export Data to Excel** mode exports data only (no visual
  styling). Use **Export Images to Excel** to embed rendered chart images, which
-  requires the webdriver infrastructure described in the prerequisites.
+  requires an export bucket and the webdriver setup described above.
 - Scheduled/automated exports are not part of this feature.
@@ -71,17 +71,17 @@ Parses a JSON string into an object that can be used in your template.

 ---

-#### `groupBy`
+#### `group`

-Groups an array of objects by a key, powered by [handlebars-group-by](https://github.com/nicktindall/handlebars-group-by).
+Groups an array of objects by a key, powered by [handlebars-group-by](https://github.com/nicktindall/handlebars-group-by). The key is passed as a `by` hash argument.

 ```handlebars
-{{#groupBy data 'department'}}
+{{#group data by="department"}}
  <h3>{{value}}</h3>
  {{#each items}}
    <p>{{this.name}}</p>
  {{/each}}
-{{/groupBy}}
+{{/group}}
 ```

 ---
@@ -90,6 +90,14 @@ Groups an array of objects by a key, powered by [handlebars-group-by](https://gi

 Superset also registers all helpers from the [just-handlebars-helpers](https://github.com/leapfrogtechnology/just-handlebars-helpers) library. These include a wide range of comparison, math, string, and conditional helpers. Commonly used ones include:

+:::note
+These names are specific to `just-handlebars-helpers` and differ from other
+Handlebars helper libraries — notably `handlebars-helpers`, which spells the
+math helpers `add`, `subtract`, `multiply` and `divide`. Calling a helper that
+is not registered raises `Missing helper: "..."`, which renders the chart blank,
+so it is worth checking a name against the tables below before using it.
+:::
+
 #### Comparison

 | Helper | Description           | Example                        |
@@ -97,6 +105,7 @@ Superset also registers all helpers from the [just-handlebars-helpers](https://g
 | `eq`   | Strict equality       | `{{#if (eq status "active")}}` |
 | `eqw`  | Weak equality         | `{{#if (eqw count "5")}}`      |
 | `neq`  | Strict inequality     | `{{#if (neq role "admin")}}`   |
+| `neqw` | Weak inequality       | `{{#if (neqw count "5")}}`     |
 | `lt`   | Less than             | `{{#if (lt score 50)}}`        |
 | `lte`  | Less than or equal    | `{{#if (lte score 100)}}`      |
 | `gt`   | Greater than          | `{{#if (gt price 0)}}`         |
@@ -114,25 +123,52 @@ Superset also registers all helpers from the [just-handlebars-helpers](https://g

 #### String

-| Helper       | Description                         | Example                           |
-| ------------ | ----------------------------------- | --------------------------------- |
-| `capitalize` | Capitalizes first letter            | `{{capitalize name}}`             |
-| `uppercase`  | Converts to uppercase               | `{{uppercase status}}`            |
-| `lowercase`  | Converts to lowercase               | `{{lowercase email}}`             |
-| `truncate`   | Truncates a string                  | `{{truncate description 100}}`    |
-| `contains`   | Checks if string contains substring | `{{#if (contains tag "urgent")}}` |
+| Helper            | Description                                     | Example                        |
+| ----------------- | ----------------------------------------------- | ------------------------------ |
+| `capitalizeFirst` | Capitalizes the first letter                    | `{{capitalizeFirst name}}`     |
+| `capitalizeEach`  | Capitalizes the first letter of each word       | `{{capitalizeEach title}}`     |
+| `uppercase`       | Converts to uppercase                           | `{{uppercase status}}`         |
+| `lowercase`       | Converts to lowercase                           | `{{lowercase email}}`          |
+| `excerpt`         | Truncates to a length and appends an ellipsis   | `{{excerpt description 100}}`  |
+| `sprintf`         | printf-style formatting                         | `{{sprintf "%.1f" score}}`     |
+| `concat`          | Concatenates values                             | `{{concat first " " last}}`    |
+| `join`            | Joins an array with a separator                 | `{{join tags ", "}}`           |
+| `first` / `last`  | First or last element of an array               | `{{first items}}`              |
+| `newLineToBr`     | Converts newlines to `<br>` (needs `{{{ }}}`)   | `{{{newLineToBr notes}}}`      |

 #### Math

-| Helper     | Description    | Example                       |
-| ---------- | -------------- | ----------------------------- |
-| `add`      | Addition       | `{{add a b}}`                 |
-| `subtract` | Subtraction    | `{{subtract total discount}}` |
-| `multiply` | Multiplication | `{{multiply price quantity}}` |
-| `divide`   | Division       | `{{divide total count}}`      |
-| `ceil`     | Ceiling        | `{{ceil value}}`              |
-| `floor`    | Floor          | `{{floor value}}`             |
-| `round`    | Round          | `{{round value}}`             |
+| Helper           | Description             | Example                              |
+| ---------------- | ----------------------- | ------------------------------------ |
+| `sum`            | Addition                | `{{sum a b}}`                        |
+| `difference`     | Subtraction             | `{{difference total discount}}`      |
+| `multiplication` | Multiplication          | `{{multiplication price quantity}}`  |
+| `division`       | Division                | `{{division total count}}`           |
+| `remainder`      | Modulo                  | `{{remainder index 2}}`              |
+| `abs`            | Absolute value          | `{{abs delta}}`                      |
+| `ceil`           | Ceiling                 | `{{ceil value}}`                     |
+| `floor`          | Floor                   | `{{floor value}}`                    |
+
+`sum` takes exactly two arguments — it adds a pair of numbers and does not total
+an array. There is no `round` helper; use `{{sprintf "%.0f" value}}` to round to
+a given number of decimal places.
+
+#### Arrays
+
+| Helper     | Description                        | Example                           |
+| ---------- | ---------------------------------- | --------------------------------- |
+| `includes` | Whether an array contains a value  | `{{#if (includes tags "urgent")}}` |
+| `empty`    | Whether an array is empty          | `{{#if (empty rows)}}`            |
+| `count`    | Number of items in an array        | `{{count rows}}`                  |
+
+`includes` tests array membership. It returns `false` for a string, so it cannot
+be used to check for a substring.
+
+#### Formatting
+
+| Helper           | Description                  | Example                          |
+| ---------------- | ---------------------------- | -------------------------------- |
+| `formatCurrency` | Formats a number as currency | `{{formatCurrency revenue "$"}}` |

 For the full list of available helpers, see the [just-handlebars-helpers documentation](https://github.com/leapfrogtechnology/just-handlebars-helpers).

@@ -70,5 +70,24 @@ alert or report is removed, and the reason is shown. Charts that belong to
 dashboards are removed from those dashboards as part of the deletion; the
 dashboards themselves are left in place.

+Before an archived dataset is deleted permanently, Superset checks which
+charts still use it and which dashboards contain those charts. The confirmation
+shows the total number of affected charts and dashboards, identifies the ones
+you are allowed to access, and reports the remaining objects only as restricted
+counts. Restricted names, identifiers, and links are not displayed. Archived
+dependents are included because they can still be recovered after the dataset
+is gone.
+
+Deleting the dataset does not delete those charts or dashboards. They remain
+in place without a usable dataset and may therefore be broken. If there are no
+dependents, the confirmation explicitly reports zero affected charts and
+dashboards.
+
+The dependency check fails closed. While it is loading, or if its result is
+unavailable, permanent deletion is disabled; cancel or retry the check. Superset
+checks again when you submit. If dependencies changed while the confirmation
+was open, the refreshed impact replaces the previous result and you must type
+DELETE again before proceeding.
+
 Objects are also deleted permanently on their own once they have been in the
 archive longer than the retention window, without anyone acting.
@@ -305,6 +305,14 @@ Ask your admin for the MCP server URL and any authentication tokens you need.
 | `list_databases`    | List configured database connections             |
 | `get_database_info` | Get details about a specific database connection |

+### Themes
+
+| Tool             | Description                                                              |
+| ---------------- | ------------------------------------------------------------------------- |
+| `list_themes`    | Discover themes (antd design-token configurations) with filters           |
+| `get_theme_info` | Get a theme's tokens (`json_data`) by ID or UUID                          |
+| `create_theme`   | Create a reusable theme from antd design tokens (requires write access)   |
+
 ---

 ## Troubleshooting
@@ -43,8 +43,11 @@ publish = "build"
 ignore = 'if [ -n "$CACHED_COMMIT_REF" ]; then git diff --quiet "$CACHED_COMMIT_REF" HEAD -- . ../README.md; else git fetch --no-tags origin master >/dev/null 2>&1 || true; i=0; while [ "$i" -lt 10 ] && ! git merge-base origin/master HEAD >/dev/null 2>&1; do git fetch --deepen=200 origin master >/dev/null 2>&1 || break; i=$((i+1)); done; BASE="$(git merge-base origin/master HEAD 2>/dev/null || true)"; if [ -z "$BASE" ]; then exit 1; fi; git diff --quiet "$BASE" HEAD -- . ../README.md; fi'

 [build.environment]
-# Node version matching docs/.nvmrc
-NODE_VERSION = "20"
+# Node version is intentionally not pinned here: Netlify auto-detects it
+# from docs/.nvmrc, which is a symlink to the repo's single source of truth
+# at superset-frontend/.nvmrc. Duplicating the version here previously let
+# it drift out of sync (stuck on Node 20 after the repo moved to Node 24),
+# breaking installs once a dependency required a newer Node engine.
 # Yarn version
 YARN_VERSION = "1.22.22"
 # Increase heap size for webpack bundling of Superset UI components
@@ -43,7 +43,7 @@
    "version:remove:components": "node scripts/manage-versions.mjs remove components"
  },
  "dependencies": {
-    "@ant-design/icons": "^6.2.5",
+    "@ant-design/icons": "^6.3.4",
    "@docusaurus/core": "^3.10.2",
    "@docusaurus/faster": "^3.10.2",
    "@docusaurus/plugin-client-redirects": "^3.10.2",
@@ -61,12 +61,12 @@
    "@storybook/addon-docs": "^10.5.10",
    "@superset-ui/core": "^0.20.4",
    "@swc/core": "^1.16.1",
-    "antd": "^6.6.1",
-    "baseline-browser-mapping": "^2.11.18",
-    "caniuse-lite": "^1.0.30001809",
+    "antd": "^6.6.2",
+    "baseline-browser-mapping": "^2.11.20",
+    "caniuse-lite": "^1.0.30001810",
    "docusaurus-plugin-openapi-docs": "^5.2.0",
    "docusaurus-theme-openapi-docs": "^5.2.0",
-    "js-yaml": "^5.3.0",
+    "js-yaml": "^5.4.1",
    "json-bigint": "^1.0.0",
    "prism-react-renderer": "^2.4.1",
    "react": "^18.3.1",
@@ -87,11 +87,11 @@
    "@docusaurus/module-type-aliases": "^3.10.2",
    "@types/js-yaml": "^4.0.9",
    "@types/react": "^19.1.8",
-    "oxfmt": "^0.64.0",
-    "oxlint": "^1.80.0",
+    "oxfmt": "^0.66.0",
+    "oxlint": "^1.81.0",
    "oxlint-tsgolint": "^7.0.2001",
    "typescript": "7.0.2",
-    "webpack": "^5.110.1"
+    "webpack": "^5.110.3"
  },
  "browserslist": {
    "production": [
@@ -287,7 +287,6 @@ def add_missing_operation_ids(spec: dict[str, Any]) -> int:
 TAG_DESCRIPTIONS = {
    "Advanced Data Type": "Advanced data type operations and conversions.",
    "Annotation Layers": "Manage annotation layers and annotations for charts.",
-    "AsyncEventsRestApi": "Real-time event streaming via Server-Sent Events (SSE).",
    "Available Domains": "Get available domains for the Superset instance.",
    "CSS Templates": "Manage CSS templates for custom dashboard styling.",
    "CacheRestApi": "Cache management and invalidation operations.",
@@ -93,7 +93,6 @@ const CATEGORY_GROUPS = {
    'User',
    'Menu',
    'Available Domains',
-    'AsyncEventsRestApi',
    'OpenApi',
  ],
 };
@@ -98,12 +98,6 @@
        "default": false,
        "lifecycle": "development",
        "description": "Enable Table V2 time comparison feature"
-      },
-      {
-        "name": "TAGGING_SYSTEM",
-        "default": false,
-        "lifecycle": "development",
-        "description": "Enables the tagging system for organizing assets"
      }
    ],
    "testing": [
@@ -240,6 +234,12 @@
        "description": "Allow users to enable SSH tunneling when creating a DB connection. DB engine must support SSH Tunnels.",
        "docs": "https://superset.apache.org/docs/configuration/setup-ssh-tunneling"
      },
+      {
+        "name": "TAGGING_SYSTEM",
+        "default": true,
+        "lifecycle": "testing",
+        "description": "Enables the tagging system for organizing assets"
+      },
      {
        "name": "USE_ANALOGOUS_COLORS",
        "default": false,
@@ -0,0 +1,51 @@
+<?xml version="1.0" encoding="utf-8"?>
+<!-- Generator: Adobe Illustrator 26.2.1, SVG Export Plug-In . SVG Version: 6.00 Build 0)  -->
+<svg version="1.1" id="Layer_1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" x="0px" y="0px"
+	 viewBox="0 0 238 55" style="enable-background:new 0 0 238 55;" xml:space="preserve">
+<path d="M234.9,34.8c-0.9-1.3-2.2-2.2-3.6-2.8c-0.4-0.2-1.2-0.4-2.5-0.8c-1-0.3-1.9-0.6-2.8-1.1c-0.6-0.3-1.1-0.8-1.5-1.4
+	c-0.3-0.6-0.5-1.3-0.5-1.9c0-1,0.4-2,1.1-2.7c0.7-0.7,1.7-1.1,2.8-1.1c1.1-0.1,2.1,0.3,2.9,1c0.8,0.8,1.2,1.8,1.2,2.9h3.6
+	c0-2-0.7-3.9-2.1-5.3c-1.5-1.3-3.4-2-5.4-1.9c-2,0-4,0.7-5.5,2.1c-1.5,1.3-2.3,3.2-2.3,5.2c-0.1,1.5,0.4,3.1,1.3,4.3
+	c0.9,1.1,2.8,2.1,5.8,3.1c1.4,0.4,2.7,1.2,3.8,2.1c0.7,0.8,1.1,1.9,1.1,3c0,1.2-0.5,2.3-1.3,3.1c-0.9,0.8-2.1,1.3-3.3,1.2
+	c-1.4,0-2.6-0.6-3.5-1.6c-1-1.1-1.5-2.6-1.4-4.1V38h-3.5c-0.1,2.4,0.8,4.7,2.4,6.5c1.5,1.6,3.7,2.5,6,2.4c2.2,0.1,4.4-0.7,6.1-2.2
+	c1.6-1.4,2.5-3.5,2.4-5.6C236.2,37.6,235.8,36.1,234.9,34.8z"/>
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+	c2.5,2.7,6.1,4.1,9.8,4.1c2.7,0.1,5.4-0.8,7.7-2.3c2.3-1.7,4.1-4,5.2-6.7h-3.8c-0.8,1.7-2.1,3.2-3.7,4.2c-1.6,1-3.5,1.6-5.4,1.5
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+	c0-4.7-0.8-8.2-2.5-10.3S178.7,19.6,175.1,19.6z"/>
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+	L57,46.5h2.7l13.2-34.7h-3.5L58.5,41.2L47.4,11.7z"/>
+</svg>
@@ -215,7 +215,7 @@ If you have a good solution for this, let us know!
 :::

 :::note
-Superset uses [Scarf Gateway](https://about.scarf.sh/scarf-gateway) to collect telemetry
+Superset uses [Scarf Gateway](https://about.scarf.sh/) to collect telemetry
 data. Knowing the installation counts for different Superset versions informs the project's
 decisions about patching and long-term support. Scarf purges personally identifiable information
 (PII) and provides only aggregated statistics.
@@ -135,7 +135,7 @@ init:
 ```

 :::note
-Superset uses [Scarf Gateway](https://about.scarf.sh/scarf-gateway) to collect telemetry data. Knowing the installation counts for different Superset versions informs the project's decisions about patching and long-term support. Scarf purges personally identifiable information (PII) and provides only aggregated statistics.
+Superset uses [Scarf Gateway](https://about.scarf.sh/) to collect telemetry data. Knowing the installation counts for different Superset versions informs the project's decisions about patching and long-term support. Scarf purges personally identifiable information (PII) and provides only aggregated statistics.

 To opt-out of this data collection in your Helm-based installation, edit the `repository:` line in your `helm/superset/values.yaml` file, replacing `apachesuperset.docker.scarf.sh/apache/superset` with `apache/superset` to pull the image directly from Docker Hub.
 :::
@@ -71,17 +71,17 @@ Parses a JSON string into an object that can be used in your template.

 ---

-#### `groupBy`
+#### `group`

-Groups an array of objects by a key, powered by [handlebars-group-by](https://github.com/nicktindall/handlebars-group-by).
+Groups an array of objects by a key, powered by [handlebars-group-by](https://github.com/nicktindall/handlebars-group-by). The key is passed as a `by` hash argument.

 ```handlebars
-{{#groupBy data 'department'}}
+{{#group data by="department"}}
  <h3>{{value}}</h3>
  {{#each items}}
    <p>{{this.name}}</p>
  {{/each}}
-{{/groupBy}}
+{{/group}}
 ```

 ---
@@ -90,6 +90,14 @@ Groups an array of objects by a key, powered by [handlebars-group-by](https://gi

 Superset also registers all helpers from the [just-handlebars-helpers](https://github.com/leapfrogtechnology/just-handlebars-helpers) library. These include a wide range of comparison, math, string, and conditional helpers. Commonly used ones include:

+:::note
+These names are specific to `just-handlebars-helpers` and differ from other
+Handlebars helper libraries — notably `handlebars-helpers`, which spells the
+math helpers `add`, `subtract`, `multiply` and `divide`. Calling a helper that
+is not registered raises `Missing helper: "..."`, which renders the chart blank,
+so it is worth checking a name against the tables below before using it.
+:::
+
 #### Comparison

 | Helper | Description           | Example                        |
@@ -97,6 +105,7 @@ Superset also registers all helpers from the [just-handlebars-helpers](https://g
 | `eq`   | Strict equality       | `{{#if (eq status "active")}}` |
 | `eqw`  | Weak equality         | `{{#if (eqw count "5")}}`      |
 | `neq`  | Strict inequality     | `{{#if (neq role "admin")}}`   |
+| `neqw` | Weak inequality       | `{{#if (neqw count "5")}}`     |
 | `lt`   | Less than             | `{{#if (lt score 50)}}`        |
 | `lte`  | Less than or equal    | `{{#if (lte score 100)}}`      |
 | `gt`   | Greater than          | `{{#if (gt price 0)}}`         |
@@ -114,25 +123,52 @@ Superset also registers all helpers from the [just-handlebars-helpers](https://g

 #### String

-| Helper       | Description                         | Example                           |
-| ------------ | ----------------------------------- | --------------------------------- |
-| `capitalize` | Capitalizes first letter            | `{{capitalize name}}`             |
-| `uppercase`  | Converts to uppercase               | `{{uppercase status}}`            |
-| `lowercase`  | Converts to lowercase               | `{{lowercase email}}`             |
-| `truncate`   | Truncates a string                  | `{{truncate description 100}}`    |
-| `contains`   | Checks if string contains substring | `{{#if (contains tag "urgent")}}` |
+| Helper            | Description                                     | Example                        |
+| ----------------- | ----------------------------------------------- | ------------------------------ |
+| `capitalizeFirst` | Capitalizes the first letter                    | `{{capitalizeFirst name}}`     |
+| `capitalizeEach`  | Capitalizes the first letter of each word       | `{{capitalizeEach title}}`     |
+| `uppercase`       | Converts to uppercase                           | `{{uppercase status}}`         |
+| `lowercase`       | Converts to lowercase                           | `{{lowercase email}}`          |
+| `excerpt`         | Truncates to a length and appends an ellipsis   | `{{excerpt description 100}}`  |
+| `sprintf`         | printf-style formatting                         | `{{sprintf "%.1f" score}}`     |
+| `concat`          | Concatenates values                             | `{{concat first " " last}}`    |
+| `join`            | Joins an array with a separator                 | `{{join tags ", "}}`           |
+| `first` / `last`  | First or last element of an array               | `{{first items}}`              |
+| `newLineToBr`     | Converts newlines to `<br>` (needs `{{{ }}}`)   | `{{{newLineToBr notes}}}`      |

 #### Math

-| Helper     | Description    | Example                       |
-| ---------- | -------------- | ----------------------------- |
-| `add`      | Addition       | `{{add a b}}`                 |
-| `subtract` | Subtraction    | `{{subtract total discount}}` |
-| `multiply` | Multiplication | `{{multiply price quantity}}` |
-| `divide`   | Division       | `{{divide total count}}`      |
-| `ceil`     | Ceiling        | `{{ceil value}}`              |
-| `floor`    | Floor          | `{{floor value}}`             |
-| `round`    | Round          | `{{round value}}`             |
+| Helper           | Description             | Example                              |
+| ---------------- | ----------------------- | ------------------------------------ |
+| `sum`            | Addition                | `{{sum a b}}`                        |
+| `difference`     | Subtraction             | `{{difference total discount}}`      |
+| `multiplication` | Multiplication          | `{{multiplication price quantity}}`  |
+| `division`       | Division                | `{{division total count}}`           |
+| `remainder`      | Modulo                  | `{{remainder index 2}}`              |
+| `abs`            | Absolute value          | `{{abs delta}}`                      |
+| `ceil`           | Ceiling                 | `{{ceil value}}`                     |
+| `floor`          | Floor                   | `{{floor value}}`                    |
+
+`sum` takes exactly two arguments — it adds a pair of numbers and does not total
+an array. There is no `round` helper; use `{{sprintf "%.0f" value}}` to round to
+a given number of decimal places.
+
+#### Arrays
+
+| Helper     | Description                        | Example                           |
+| ---------- | ---------------------------------- | --------------------------------- |
+| `includes` | Whether an array contains a value  | `{{#if (includes tags "urgent")}}` |
+| `empty`    | Whether an array is empty          | `{{#if (empty rows)}}`            |
+| `count`    | Number of items in an array        | `{{count rows}}`                  |
+
+`includes` tests array membership. It returns `false` for a string, so it cannot
+be used to check for a substring.
+
+#### Formatting
+
+| Helper           | Description                  | Example                          |
+| ---------------- | ---------------------------- | -------------------------------- |
+| `formatCurrency` | Formats a number as currency | `{{formatCurrency revenue "$"}}` |

 For the full list of available helpers, see the [just-handlebars-helpers documentation](https://github.com/leapfrogtechnology/just-handlebars-helpers).

@@ -29,7 +29,7 @@ maintainers:
  - name: craig-rueda
    email: craig@craigrueda.com
    url: https://github.com/craig-rueda
-version: 0.22.6 # See [README](https://github.com/apache/superset/blob/master/helm/superset/README.md#versioning) for version details.
+version: 0.22.7 # See [README](https://github.com/apache/superset/blob/master/helm/superset/README.md#versioning) for version details.
 dependencies:
  - name: postgresql
    version: 16.7.27
@@ -23,7 +23,7 @@ NOTE: This file is generated by helm-docs: https://github.com/norwoodj/helm-docs

 # superset

-![Version: 0.22.6](https://img.shields.io/badge/Version-0.22.6-informational?style=flat-square)
+![Version: 0.22.7](https://img.shields.io/badge/Version-0.22.7-informational?style=flat-square)

 Apache Superset is a modern, enterprise-ready business intelligence web application

@@ -112,7 +112,10 @@ extraEnv: {}
  # GUNICORN_KEEPALIVE: 2
  # SERVER_LIMIT_REQUEST_LINE: 0
  # SERVER_LIMIT_REQUEST_FIELD_SIZE: 0
-
+  # See: https://superset.apache.org/docs/configuration/event-logging/#statsd-logging
+  # SERVER_STATSD_HOST: localhost
+  # SERVER_STATSD_PORT: 8125
+  # SERVER_STATSD_PREFIX: superset
  # OAUTH_HOME_DOMAIN: ..
  # # If a whitelist is not set, any address that can use your OAuth2 endpoint will be able to login.
  # #   this includes any random Gmail address if your OAuth2 Web App is set to External.
@@ -44,17 +44,17 @@ dependencies = [
    # without the ``base.txt`` lock file (#40962).
    "cachetools>=7.1.7, <8",
    "celery>=5.6.3, <6.0.0",
-    "click>=8.4.2",
+    "click>=8.5.0",
    "click-option-group",
    "colorama",
    "flask-cors>=6.0.5, <7.0",
    "croniter>=6.2.4",
    "cron-descriptor",
-    "cryptography>=50.0.0, <51.0.0",
+    "cryptography>=50.0.1, <51.0.0",
    "deprecation>=2.1.0, <2.2.0",
    "flask>=2.2.5, <4.0.0",
    "flask-appbuilder>=5.2.2, <6.0.0",
-    "flask-caching>=2.4.1, <3",
+    "flask-caching>=2.5.0, <3",
    "flask-compress>=1.13, <2.0",
    "flask-talisman>=1.0.0, <2.0",
    "flask-login>=0.6.0, < 1.0",
@@ -82,8 +82,8 @@ dependencies = [
    # https://github.com/apache/superset/issues/33162
    "marshmallow>=3.0, <5",
    "marshmallow-union>=0.1.15.post1",
-    "msgpack>=1.2.0, <1.3",
-    "nh3>=0.3.5, <0.4",
+    "msgpack>=1.2.2, <1.3",
+    "nh3>=0.3.7, <0.4",
    "numpy>=1.23.5, <2.5",
    "packaging",
    # --------------------------
@@ -96,7 +96,7 @@ dependencies = [
    "pgsanity",
    "Pillow>=12.3.0, <13", # raise floor to match resolved pin; closes SCA false-positive on 11.x-range CVEs already fixed in 12.3.0
    "polyline>=2.0.4, <3.0",
-    "pydantic>=2.8.0",
+    "pydantic>=2.13.5",
    "pyparsing>=3.3.2, <4",
    "python-dateutil",
    "python-dotenv", # optional dependencies for Flask but required for Superset, see https://flask.palletsprojects.com/en/stable/installation/#optional-dependencies
@@ -109,11 +109,14 @@ dependencies = [

    "shillelagh[gsheetsapi]>=1.4.5, <2.0",
    "sshtunnel>=0.4.0, <0.5",
-    "simplejson>=4.1.1",
-    "slack_sdk>=3.43.0, <4",
+    "simplejson>=4.1.2",
+    "slack_sdk>=3.44.0, <4",
    "sqlalchemy>=2.0.52, <2.1",
    "sqlalchemy-continuum>=1.6.0, <2.0.0",
    "sqlalchemy-utils>=0.42.1, <0.43", # expanding lowerbound to work with pydoris
+    # Dialect-specific gaps/bugs against this pin are worked around in
+    # superset/sql/dialects/ (e.g. starrocks.py); check there for anything
+    # that can be cleaned up when bumping
    "sqlglot>=30.17.0, <31", # 30.16.0 adds Trino inline UDF IF/CASE routine statement parsing
    # newer pandas needs 0.9+
    "tabulate>=0.10.0, <1.0",
@@ -135,11 +138,11 @@ athena = ["pyathena[pandas]>=3.35.4, <4"]
 # superset/db_engine_specs/aurora.py's known_incompatibilities metadata.
 aurora-data-api = ["preset-sqlalchemy-aurora-data-api>=0.2.8,<0.3"]
 bigquery = [
-    "pandas-gbq>=0.35.1",
+    "pandas-gbq>=0.35.2",
    # 1.17.1 is likely the final release: googleapis/python-bigquery-sqlalchemy
    # was archived 2026-05-16. Both 1.17.0 and 1.17.1 support SQLAlchemy 1.4/2.0.
    "sqlalchemy-bigquery>=1.17.2",
-    "google-cloud-bigquery>=3.42.3",
+    "google-cloud-bigquery>=3.44.0",
 ]
 clickhouse = ["clickhouse-connect>=1.7.2, <2.0"]
 # The `cockroachdb` PyPI package (last released 2021) is abandoned and its
@@ -210,7 +213,7 @@ firebird = ["sqlalchemy-firebird>=2.2.0"]
 firebolt = ["firebolt-sqlalchemy>=1.1.2, <2"]
 gevent = ["gevent>=26.8.0"]
 gsheets = ["shillelagh[gsheetsapi]>=1.4.5, <2"]
-hana = ["hdbcli==2.29.25", "sqlalchemy_hana==3.0.3"]
+hana = ["hdbcli==2.29.27", "sqlalchemy_hana==3.0.3"]
 hive = [
    "pyhive[hive_pure_sasl]>=0.7.0",
    "tableschema",
@@ -270,7 +273,7 @@ tdengine = [
    "taospy>=2.8.10",
    "taos-ws-py>=0.7.0"
 ]
-teradata = ["teradatasql>=20.0.0.66"]
+teradata = ["teradatasql>=20.0.0.67"]
 thumbnails = [] # deprecated, will be removed in 7.0
 vertica = ["sqlalchemy-vertica-python>= 0.6.3, < 0.7"]
 netezza = ["nzalchemy>= 11.1.2, < 11.2"]
@@ -285,7 +288,7 @@ development = [
    "docker",
    "flask-testing",
    "freezegun",
-    "grpcio>=1.82.1",
+    "grpcio>=1.83.1",
    "openapi-spec-validator",
    "parameterized",
    "pip",
@@ -26,7 +26,7 @@ filelock>=3.20.3,<4.0.0
 brotli>=1.2.0,<2.0.0
 numexpr>=2.9.0
 # Security: CVE-2026-34073 (MEDIUM) - Improper Certificate Validation
-cryptography>=50.0.0,<51.0.0
+cryptography>=50.0.1,<51.0.0
 # Security: Snyk - XSS vulnerability in Mako templates
 mako>=1.4.1,<2.0.0
 # Security: CVE-2024-52338 (CRITICAL) - Deserialization of untrusted data in IPC/Parquet readers
@@ -40,7 +40,7 @@ brotli==1.2.0
    # via
    #   -r requirements/base.in
    #   flask-compress
-cachelib==0.13.0
+cachelib==0.17.0
    # via
    #   flask-caching
    #   flask-session
@@ -58,7 +58,7 @@ cffi==2.0.0
    #   pynacl
 charset-normalizer==3.4.2
    # via requests
-click==8.4.2
+click==8.5.0
    # via
    #   apache-superset (pyproject.toml)
    #   celery
@@ -84,7 +84,7 @@ cron-descriptor==1.4.5
    # via apache-superset (pyproject.toml)
 croniter==6.2.4
    # via apache-superset (pyproject.toml)
-cryptography==50.0.0
+cryptography==50.0.1
    # via
    #   -r requirements/base.in
    #   apache-superset (pyproject.toml)
@@ -105,7 +105,7 @@ et-xmlfile==2.0.0
    # via openpyxl
 filelock==3.20.3
    # via -r requirements/base.in
-flask==2.3.3
+flask==3.1.3
    # via
    #   apache-superset (pyproject.toml)
    #   flask-appbuilder
@@ -124,9 +124,9 @@ flask-appbuilder==5.2.2
    # via
    #   apache-superset (pyproject.toml)
    #   apache-superset-core
-flask-babel==3.1.0
+flask-babel==4.0.0
    # via flask-appbuilder
-flask-caching==2.4.1
+flask-caching==2.5.0
    # via apache-superset (pyproject.toml)
 flask-compress==1.24
    # via apache-superset (pyproject.toml)
@@ -218,6 +218,7 @@ markdown-it-py==3.0.0
    # via rich
 markupsafe==3.0.2
    # via
+    #   flask
    #   jinja2
    #   mako
    #   werkzeug
@@ -236,11 +237,11 @@ marshmallow-union==0.1.15.post1
    # via apache-superset (pyproject.toml)
 mdurl==0.1.2
    # via markdown-it-py
-msgpack==1.2.1
+msgpack==1.2.2
    # via apache-superset (pyproject.toml)
 msgspec==0.19.0
    # via flask-session
-nh3==0.3.6
+nh3==0.3.7
    # via apache-superset (pyproject.toml)
 numexpr==2.10.2
    # via -r requirements/base.in
@@ -297,11 +298,11 @@ pyasn1-modules==0.4.2
    # via google-auth
 pycparser==2.22
    # via cffi
-pydantic==2.13.4
+pydantic==2.13.5
    # via
    #   apache-superset (pyproject.toml)
    #   apache-superset-core
-pydantic-core==2.46.4
+pydantic-core==2.46.5
    # via pydantic
 pygeohash==3.2.2
    # via apache-superset (pyproject.toml)
@@ -370,7 +371,7 @@ setuptools==84.0.0
    # via -r requirements/base.in
 shillelagh==1.4.5
    # via apache-superset (pyproject.toml)
-simplejson==4.1.1
+simplejson==4.1.2
    # via apache-superset (pyproject.toml)
 six==1.17.0
    # via
@@ -378,7 +379,7 @@ six==1.17.0
    #   python-dateutil
    #   rfc3339-validator
    #   wtforms-json
-slack-sdk==3.43.0
+slack-sdk==3.44.1
    # via apache-superset (pyproject.toml)
 sqlalchemy==2.0.52
    # via
@@ -94,7 +94,7 @@ brotli==1.2.0
    # via
    #   -c requirements/base-constraint.txt
    #   flask-compress
-cachelib==0.13.0
+cachelib==0.17.0
    # via
    #   -c requirements/base-constraint.txt
    #   flask-caching
@@ -131,7 +131,7 @@ charset-normalizer==3.4.2
    # via
    #   -c requirements/base-constraint.txt
    #   requests
-click==8.4.2
+click==8.5.0
    # via
    #   -c requirements/base-constraint.txt
    #   apache-superset
@@ -179,7 +179,7 @@ croniter==6.2.4
    # via
    #   -c requirements/base-constraint.txt
    #   apache-superset
-cryptography==50.0.0
+cryptography==50.0.1
    # via
    #   -c requirements/base-constraint.txt
    #   apache-superset
@@ -247,7 +247,7 @@ filelock==3.20.3
    # via
    #   -c requirements/base-constraint.txt
    #   virtualenv
-flask==2.3.3
+flask==3.1.3
    # via
    #   -c requirements/base-constraint.txt
    #   apache-superset
@@ -269,11 +269,11 @@ flask-appbuilder==5.2.2
    #   -c requirements/base-constraint.txt
    #   apache-superset
    #   apache-superset-core
-flask-babel==3.1.0
+flask-babel==4.0.0
    # via
    #   -c requirements/base-constraint.txt
    #   flask-appbuilder
-flask-caching==2.4.1
+flask-caching==2.5.0
    # via
    #   -c requirements/base-constraint.txt
    #   apache-superset
@@ -360,7 +360,7 @@ google-auth-oauthlib==1.2.1
    # via
    #   pandas-gbq
    #   pydata-google-auth
-google-cloud-bigquery==3.43.0
+google-cloud-bigquery==3.45.0
    # via
    #   apache-superset
    #   pandas-gbq
@@ -384,7 +384,7 @@ greenlet==3.5.5
    #   sqlalchemy
 griffelib==2.0.2
    # via fastmcp-slim
-grpcio==1.83.0
+grpcio==1.83.1
    # via
    #   apache-superset
    #   google-api-core
@@ -524,6 +524,7 @@ markdown-it-py==3.0.0
 markupsafe==3.0.2
    # via
    #   -c requirements/base-constraint.txt
+    #   flask
    #   jinja2
    #   mako
    #   werkzeug
@@ -559,7 +560,7 @@ more-itertools==10.8.0
    # via
    #   jaraco-classes
    #   jaraco-functools
-msgpack==1.2.1
+msgpack==1.2.2
    # via
    #   -c requirements/base-constraint.txt
    #   apache-superset
@@ -569,7 +570,7 @@ msgspec==0.19.0
    #   flask-session
 mysqlclient==2.2.8
    # via apache-superset
-nh3==0.3.6
+nh3==0.3.7
    # via
    #   -c requirements/base-constraint.txt
    #   apache-superset
@@ -639,7 +640,7 @@ pandas==2.3.3
    #   db-dtypes
    #   pandas-gbq
    #   prophet
-pandas-gbq==0.35.1
+pandas-gbq==0.35.2
    # via apache-superset
 parameterized==0.9.0
    # via apache-superset
@@ -731,7 +732,7 @@ pycparser==2.22
    # via
    #   -c requirements/base-constraint.txt
    #   cffi
-pydantic==2.13.4
+pydantic==2.13.5
    # via
    #   -c requirements/base-constraint.txt
    #   apache-superset
@@ -740,7 +741,7 @@ pydantic==2.13.4
    #   mcp
    #   openapi-pydantic
    #   pydantic-settings
-pydantic-core==2.46.4
+pydantic-core==2.46.5
    # via
    #   -c requirements/base-constraint.txt
    #   pydantic
@@ -932,7 +933,7 @@ shillelagh==1.4.5
    # via
    #   -c requirements/base-constraint.txt
    #   apache-superset
-simplejson==4.1.1
+simplejson==4.1.2
    # via
    #   -c requirements/base-constraint.txt
    #   apache-superset
@@ -943,7 +944,7 @@ six==1.17.0
    #   python-dateutil
    #   rfc3339-validator
    #   wtforms-json
-slack-sdk==3.43.0
+slack-sdk==3.44.1
    # via
    #   -c requirements/base-constraint.txt
    #   apache-superset
@@ -289,11 +289,11 @@ function extractArgs(args, regexes) {
 * For example: `superset-frontend/foo/bar.ts` -> `foo/bar.ts`
 *
 * @param {string[]} args
- * @param {string} package
+ * @param {string} packageName
 * @returns {string[]}
 */
-function removePackageSegment(args, package) {
-  const packageSegment = package.concat(sep);
+function removePackageSegment(args, packageName) {
+  const packageSegment = packageName.concat(sep);
  return args.map((arg) => {
    const normalizedPath = normalize(arg);

@@ -0,0 +1,56 @@
+#!/usr/bin/env bash
+
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements.  See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License.  You may obtain a copy of the License at
+#
+#    http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+# Format the passed files with oxfmt, from within an npm workspace.
+#
+# Usage: scripts/oxfmt.sh <workspace-dir> [file...]
+#
+# Paths are passed in repo-relative (as pre-commit provides them) and rewritten
+# relative to the workspace, since oxfmt resolves its config from the working
+# directory.
+
+set -e
+
+workspace_dir="$1"
+shift
+
+if [[ -z "$workspace_dir" ]]; then
+  echo "Error: no workspace directory given" >&2
+  exit 1
+fi
+
+script_dir="$(dirname "$(realpath "$0")")"
+root_dir="$(dirname "$script_dir")"
+
+if [[ ! -d "$root_dir/$workspace_dir" ]]; then
+  echo "Error: $workspace_dir directory not found in $root_dir" >&2
+  exit 1
+fi
+
+cd "$root_dir/$workspace_dir"
+
+files=()
+for file in "$@"; do
+  files+=("${file#$workspace_dir/}")
+done
+
+if [ ${#files[@]} -eq 0 ]; then
+  echo "No files to format"
+  exit 0
+fi
+
+npx oxfmt --write --no-error-on-unmatched-pattern -- "${files[@]}"
@@ -146,6 +146,8 @@ class Operator(str, enum.Enum):
    NOT_IN = "NOT IN"
    LIKE = "LIKE"
    NOT_LIKE = "NOT LIKE"
+    ILIKE = "ILIKE"
+    NOT_ILIKE = "NOT ILIKE"
    IS_NULL = "IS NULL"
    IS_NOT_NULL = "IS NOT NULL"
    ADHOC = "ADHOC"
@@ -23,6 +23,7 @@ from superset_core.tasks.types import TaskContext, TaskScope

 if TYPE_CHECKING:
    from superset_core.tasks.models import Task
+    from superset_core.tasks.subscription import TaskSubscriptionPolicy

 P = ParamSpec("P")
 R = TypeVar("R")
@@ -32,6 +33,7 @@ def task(
    name: str | None = None,
    scope: TaskScope = TaskScope.PRIVATE,
    timeout: int | None = None,
+    subscription_policy: "TaskSubscriptionPolicy | None" = None,
 ) -> Callable[[Callable[P, R]], "TaskWrapper[P]"]:
    """
    Decorator to register a task.
@@ -46,6 +48,13 @@ def task(
    :param timeout: Optional timeout in seconds. When the timeout is reached,
                    abort handlers are triggered if registered. Can be overridden
                    at call time via TaskOptions(timeout=...).
+    :param subscription_policy: Optional per-client subscription policy. The
+                    framework subscribes tasks at principal grain (one row per
+                    user/guest); a policy refines that with a finer per-client
+                    grain (e.g. one browser tab) so a cancel from one client does
+                    not abort a SHARED task another client of the same principal
+                    is still awaiting. See
+                    ``superset_core.tasks.subscription.TaskSubscriptionPolicy``.
    :returns: TaskWrapper with .schedule() method

    Note:
@@ -120,11 +120,29 @@ class Task(CoreModel):
        """
        raise NotImplementedError("Property will be replaced during initialization")

+    @property
+    def properties_dict(self) -> "TaskProperties":
+        """
+        Get the parsed properties as a sparse ``TaskProperties`` dict.
+
+        The canonical read accessor for runtime state and execution config
+        (progress, error info, the internal ``private`` bucket). Always use
+        ``.get()`` since only explicitly-set keys are present.
+
+        Host implementations will replace this property during initialization.
+
+        :returns: Parsed ``TaskProperties`` dict
+        """
+        raise NotImplementedError("Property will be replaced during initialization")
+
    def update_properties(self, updates: "TaskProperties") -> None:
        """
        Update specific properties fields (merge semantics).

-        Only updates fields present in the updates dict.
+        Only updates fields present in the updates dict. The ``private`` subtree
+        is merged recursively (its ``framework``, ``task`` and ``subscription``
+        namespaces merge independently), so a write to one namespace never
+        clobbers the others.

        Host implementations will replace this method during initialization.

@@ -135,6 +153,23 @@ class Task(CoreModel):
        """
        raise NotImplementedError("Method will be replaced during initialization")

+    def update_task_private(self, updates: dict[str, Any]) -> None:
+        """
+        Merge keys into the task-owned ``private["task"]`` namespace.
+
+        The freeform, task-type-specific internal namespace (isolated from the
+        framework-owned ``private["framework"]`` keys) for handles a task type
+        needs to persist but that are not task output — e.g. an engine query
+        cancel handle. A subscription policy's per-client bookkeeping belongs in
+        the separate ``private["subscription"]`` namespace instead. Never
+        surfaced to user-facing API payloads except in debug mode.
+
+        Host implementations will replace this method during initialization.
+
+        :param updates: Keys to merge into ``private["task"]``
+        """
+        raise NotImplementedError("Method will be replaced during initialization")
+

 class TaskSubscriber(CoreModel):
    """
@@ -145,7 +180,9 @@ class TaskSubscriber(CoreModel):

    This model tracks task subscriptions for multi-user shared tasks. When a user
    schedules a shared task with the same parameters as an existing task,
-    they are subscribed to that task instead of creating a duplicate.
+    they are subscribed to that task instead of creating a duplicate. A subscriber
+    is identified by exactly one of ``user_id`` (authenticated) or ``guest_key``
+    (an embedded guest, which has no ``ab_user`` row).
    """

    __abstract__ = True
@@ -153,7 +190,8 @@ class TaskSubscriber(CoreModel):
    # Type hints for expected attributes (no actual field definitions)
    id: int
    task_id: int
-    user_id: int
+    user_id: int | None
+    guest_key: str | None
    subscribed_at: datetime

    # Audit fields from AuditMixinNullable
@@ -161,3 +199,30 @@ class TaskSubscriber(CoreModel):
    changed_on: datetime | None
    created_by_fk: int | None
    changed_by_fk: int | None
+
+
+class TaskDependency(CoreModel):
+    """
+    Abstract TaskDependency model interface.
+
+    Host implementations will replace this class during initialization
+    with concrete implementation providing actual functionality.
+
+    This model represents a directed edge in the task dependency graph (DAG):
+    the task identified by ``task_id`` depends on the prerequisite task
+    identified by ``depends_on_task_id``. A task only runs once all of its
+    prerequisites have reached a terminal SUCCESS.
+    """
+
+    __abstract__ = True
+
+    # Type hints for expected attributes (no actual field definitions)
+    id: int
+    task_id: int  # The dependent task
+    depends_on_task_id: int  # The prerequisite task
+
+    # Audit fields from AuditMixinNullable
+    created_on: datetime | None
+    changed_on: datetime | None
+    created_by_fk: int | None
+    changed_by_fk: int | None
@@ -0,0 +1,140 @@
+# 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.
+
+"""Task-type subscription policies for the Global Task Framework (GTF).
+
+The framework's own subscription model is **principal-oriented**: a task has one
+subscriber row per principal (an authenticated user, or an embedded guest keyed
+by a token-derived identity), and cancel/abort decisions are made from that
+principal-grain subscriber count. That model — and everything built on it
+(``TaskFilter`` visibility, ``subscriber_count``, ``raise_for_access``) — is
+intentionally kept free of any finer notion of "who exactly is watching".
+
+Some task types need a finer grain than the principal. The canonical case is
+async chart-data: a single ``SHARED`` task is deduplicated across every request
+for the same ``query_cache_key``, so one user watching it from **two browser
+tabs** is still a single principal. If either tab's "cancel" (an explicit cancel
+or a navigate-away teardown) were treated as *the* principal leaving, it would
+abort the shared task and kill the other tab's still-pending query.
+
+A **subscription policy** lets a task type refine this without the framework
+knowing anything about tabs (or any other per-client grain). A task registers a
+policy on its :func:`superset_core.tasks.decorators.task` decorator; the
+framework invokes it, under the same lock that serializes submit/cancel, at two
+points:
+
+- **on subscribe** — after the framework has ensured the principal's subscriber
+  row (create or dedup-join). The policy records the calling client.
+- **on unsubscribe** — when a principal cancels. The policy drops the calling
+  client and returns whether the principal has *any client left*. ``False`` means
+  "one client detached, keep the principal subscribed and the task running";
+  ``True`` means "the principal's last client is gone" and the framework then
+  applies its normal principal-grain rule (unsubscribe the principal, and abort
+  if it was the last subscriber).
+
+A task type with no policy behaves exactly as before (principal-grain). The
+policy owns its own bookkeeping — the chart-data policy, for instance, stores
+its per-tab set in the task's ``private["subscription"]`` namespace (see
+:class:`superset_core.tasks.types.PrivateProperties`), which the framework never
+inspects. ``client_ref`` is an opaque, client-supplied identifier (e.g. a
+browser-tab id); it is **not** an authorization token — the framework has
+already authorized the calling principal before the policy runs, and the policy
+only ever records/removes entries scoped to that principal.
+"""
+
+from __future__ import annotations
+
+from abc import ABC, abstractmethod
+from typing import TYPE_CHECKING
+
+if TYPE_CHECKING:
+    from superset_core.tasks.models import Task
+
+
+class TaskSubscriptionPolicy(ABC):
+    """Per-client subscription refinement for a task type (see module docstring).
+
+    Register an instance on the ``@task`` decorator
+    (``@task(..., subscription_policy=MyPolicy())``). Both hooks run in the web
+    request process, inside the distributed lock that serializes concurrent
+    submit/cancel for the task, so an implementation may safely read-modify-write
+    task state (e.g. a list in ``private["subscription"]``) without additional locking.
+    """
+
+    @abstractmethod
+    def on_subscribe(
+        self,
+        task: "Task",
+        *,
+        principal: str,
+        client_ref: str | None,
+    ) -> None:
+        """Record that ``client_ref`` (a client of ``principal``) joined ``task``.
+
+        Called after the framework has ensured ``principal``'s subscriber row.
+        Should be idempotent: the same ``(principal, client_ref)`` may be
+        submitted more than once (e.g. a resubmit from the same tab).
+
+        :param task: the task being subscribed to
+        :param principal: the calling principal's stable routing id
+            (``user:<id>`` for a user, the guest key for an embedded guest)
+        :param client_ref: the opaque per-client id (e.g. a browser-tab id), or
+            ``None`` when the caller supplied none (the policy should then no-op,
+            preserving principal-grain behavior)
+        """
+
+    @abstractmethod
+    def on_unsubscribe(
+        self,
+        task: "Task",
+        *,
+        principal: str,
+        client_ref: str | None,
+    ) -> bool:
+        """Drop ``client_ref`` and report whether ``principal`` has any client left.
+
+        Called when ``principal`` cancels the task.
+
+        :param task: the task being cancelled
+        :param principal: the calling principal's stable routing id
+        :param client_ref: the opaque per-client id being removed, or ``None``
+        :returns: ``True`` if the framework should proceed to unsubscribe
+            ``principal`` (its last client is gone, or the caller supplied no
+            ``client_ref``); ``False`` to keep ``principal`` subscribed because it
+            still has other clients on this task (a single client detached).
+        """
+
+    def routing_channels(self, task: "Task") -> list[str] | None:
+        """Realtime websocket routing keys for this task's status fanout.
+
+        Lets a task type deliver ``task-status`` at a finer grain than the
+        principal — e.g. only to the specific browser tab watching the task,
+        rather than every tab the principal has open. Returns the list of opaque
+        routing keys the realtime transport should target (it prefixes each with
+        ``realtime:`` and never parses them); the caller delivers to exactly those
+        keys.
+
+        Return ``None`` (the default) to keep principal-grain fanout — the
+        framework then derives one key per subscriber principal. A concrete policy
+        that manages per-client keys should also return ``None`` (not an empty
+        list) when it currently has no keys, so fanout falls back to
+        principal-grain rather than silently delivering to no one.
+
+        :param task: the task whose status is being published
+        :returns: the routing keys to target, or ``None`` for principal-grain
+        """
+        return None
@@ -20,7 +20,11 @@ from __future__ import annotations
 from abc import ABC, abstractmethod
 from dataclasses import dataclass
 from enum import Enum
-from typing import Any, Callable, Literal, TypedDict
+from typing import Any, Callable, Literal, TYPE_CHECKING, TypedDict, Union
+from uuid import UUID
+
+if TYPE_CHECKING:
+    from superset_core.tasks.models import Task


 class TaskStatus(str, Enum):
@@ -77,13 +81,60 @@ class TaskProperties(TypedDict, total=False):
    progress_percent: float
    progress_current: int
    progress_total: int
+    dedupe_count: int

-    # Error info - set when task fails
+    # Error info - set when task fails. ``error_message`` is the consumer-facing
+    # failure reason (public); the exception class and traceback are internal
+    # debug detail and live under ``private["framework"]`` instead.
    error_message: str
+
+    # Internal runtime state, surfaced to user-facing API payloads only in debug
+    # mode (the Task REST API strips this key otherwise). Holds framework/task
+    # plumbing rather than task output. See ``PrivateProperties``.
+    private: "PrivateProperties"
+
+
+class FrameworkPrivateProperties(TypedDict, total=False):
+    """Framework-owned internal task state, under ``private["framework"]``.
+
+    Named keys written *only* by the framework, common to every task type: the
+    Celery job id the orphan reaper revokes, and error-debug detail (exception
+    class + traceback). Isolated from task-owned keys so a task type can never
+    clobber them. Task-execution handles specific to one kind of task (e.g. a
+    warehouse-query cancel handle) belong in the freeform ``task`` namespace, not
+    here.
+    """
+
+    celery_task_id: str
    exception_type: str
    stack_trace: str


+class PrivateProperties(TypedDict, total=False):
+    """Internal task runtime state, stored under ``TaskProperties["private"]``.
+
+    Never surfaced to user-facing API payloads except in debug mode; distinct
+    from task output, which belongs in the task's ``payload``. Split into three
+    structurally isolated namespaces so a task type's freeform key can never
+    collide with a framework orchestration key or a subscription policy's
+    bookkeeping:
+
+    - ``framework``: named framework-owned keys, common to all tasks (see
+      ``FrameworkPrivateProperties``).
+    - ``task``: freeform, task-type-specific internal handles, written only by
+      task/execution code. E.g. the chart-data query task stores its engine
+      cancel handle here (``cancel_query_id`` / ``cancel_database_id``).
+    - ``subscription``: freeform bookkeeping owned by the task type's
+      ``SubscriptionPolicy`` (see ``superset_core.tasks.subscription``), written
+      only through the policy hooks. E.g. the chart-data policy stores its
+      per-client consumer list here. The framework never inspects it.
+    """
+
+    framework: "FrameworkPrivateProperties"
+    task: dict[str, Any]
+    subscription: dict[str, Any]
+
+
@dataclass(frozen=True)
 class TaskOptions:
    """
@@ -122,11 +173,24 @@ class TaskOptions:
        task = long_task.schedule(
            options=TaskOptions(timeout=600)  # 10 minute timeout
        )
+
+        # Task that waits for prerequisite tasks to succeed before running.
+        # Pass the scheduled Task objects (canonical); UUIDs are also accepted.
+        parent = parent_task.schedule()
+        task = dependent_task.schedule(
+            options=TaskOptions(depends_on=[parent])
+        )
    """

    task_key: str | None = None
    task_name: str | None = None
    timeout: int | None = None  # Timeout in seconds
+    # Prerequisite tasks this task depends on. Each entry may be a scheduled
+    # Task, its UUID, or a UUID string. The task only runs once every
+    # prerequisite has reached a terminal SUCCESS; if any prerequisite ends in a
+    # non-SUCCESS terminal state the task fails without running (all_success
+    # semantics).
+    depends_on: list[Union["Task", UUID, str]] | None = None


 class TaskContext(ABC):
@@ -146,6 +210,8 @@ class TaskContext(ABC):
        self,
        progress: float | int | tuple[int, int] | None = None,
        payload: dict[str, Any] | None = None,
+        *,
+        immediate: bool = False,
    ) -> None:
        """
        Update task progress and/or payload atomically.
@@ -153,6 +219,11 @@ class TaskContext(ABC):
        All parameters are optional. Payload is merged with existing data,
        not replaced. All updates occur in a single database transaction.

+        Writes are throttled by default to protect the database from eager
+        tasks. Pass ``immediate=True`` to force a synchronous write, bypassing
+        throttling, when a downstream consumer must observe this update as soon
+        as the task completes (e.g. a dependent task reading a published value).
+
        Progress can be specified in three ways:
        - float (0.0-1.0): Percentage only, e.g., 0.5 means 50%
        - int: Count only (total unknown), e.g., 42 means "42 items processed"
@@ -161,6 +232,7 @@ class TaskContext(ABC):

        :param progress: Progress value, or None to leave unchanged
        :param payload: Payload data to merge (dict), or None to leave unchanged
+        :param immediate: When True, write synchronously and bypass throttling

        Examples:
            # Percentage only - displays as "In progress: 50 %"
@@ -183,6 +255,17 @@ class TaskContext(ABC):
        """
        ...

+    @abstractmethod
+    def get_dependency_payloads(self) -> list[dict[str, Any]]:
+        """
+        Return payloads published by prerequisite tasks.
+
+        The payloads are returned in dependency edge order. They let dependent
+        task code consume small pieces of output metadata from tasks that have
+        already satisfied the DAG all-success gate.
+        """
+        ...
+
    @abstractmethod
    def on_cleanup(self, handler: Callable[[], None]) -> Callable[[], None]:
        """
@@ -37,18 +37,18 @@
    "jwt-decode": "^4.0.0"
  },
  "devDependencies": {
-    "@babel/cli": "^7.29.7",
-    "@babel/core": "^7.29.7",
-    "@babel/preset-env": "^7.29.7",
-    "@babel/preset-typescript": "7.29.7",
-    "@types/node": "^25.4.0",
-    "babel-loader": "^9.1.3",
-    "jsdom": "^26.1.0",
+    "@babel/cli": "^8.0.1",
+    "@babel/core": "^8.0.1",
+    "@babel/preset-env": "^8.0.1",
+    "@babel/preset-typescript": "^8.0.1",
+    "@types/node": "^26.4.1",
+    "babel-loader": "^10.1.1",
+    "jsdom": "^30.0.1",
    "tscw-config": "^1.1.2",
-    "typescript": "^5.9.3",
+    "typescript": "^7.0.2",
    "vitest": "^4.0.18",
-    "webpack": "^5.94.0",
-    "webpack-cli": "^5.1.4"
+    "webpack": "^5.110.3",
+    "webpack-cli": "^7.2.3"
  },
  "repository": {
    "type": "git",
@@ -1,5 +1,7 @@
 {
  "compilerOptions": {
+    "rootDir": "./src",
+
    // syntax rules
    "strict": true,

@@ -3163,11 +3163,15 @@
      ]
    },
    "node_modules/baseline-browser-mapping": {
-      "version": "2.9.19",
-      "resolved": "https://registry.npmjs.org/baseline-browser-mapping/-/baseline-browser-mapping-2.9.19.tgz",
-      "integrity": "sha512-ipDqC8FrAl/76p2SSWKSI+H9tFwm7vYqXQrItCuiVPt26Km0jS+NzSsBWAaBusvSbQcfJG+JitdMm+wZAgTYqg==",
+      "version": "2.11.20",
+      "resolved": "https://registry.npmjs.org/baseline-browser-mapping/-/baseline-browser-mapping-2.11.20.tgz",
+      "integrity": "sha512-H0ulySigv6icDJ1F7SjtdCD6PrhTpdYCmP0CactWy1+ekh0AFd0o1Wn5T8b+hnTmdBx19u9yhL6wvCylXMY7zw==",
+      "license": "Apache-2.0",
      "bin": {
-        "baseline-browser-mapping": "dist/cli.js"
+        "baseline-browser-mapping": "dist/cli.cjs"
+      },
+      "engines": {
+        "node": ">=6.0.0"
      }
    },
    "node_modules/bcrypt-pbkdf": {
@@ -3209,9 +3213,9 @@
      }
    },
    "node_modules/browserslist": {
-      "version": "4.28.1",
-      "resolved": "https://registry.npmjs.org/browserslist/-/browserslist-4.28.1.tgz",
-      "integrity": "sha512-ZC5Bd0LgJXgwGqUknZY/vkUQ04r8NXnJZ3yYi4vDmSiZmC/pdSN0NbNRPxZpbtO4uAfDUAFffO8IZoM3Gj8IkA==",
+      "version": "4.28.8",
+      "resolved": "https://registry.npmjs.org/browserslist/-/browserslist-4.28.8.tgz",
+      "integrity": "sha512-V2NpofLblG64mfOtSgDhOJESZEGogzDMBv/q+W6oc4LXWP/q75eOXoOaaOu1EOadB9U4Bwx/e0yzbvwKH8zalA==",
      "funding": [
        {
          "type": "opencollective",
@@ -3226,12 +3230,13 @@
          "url": "https://github.com/sponsors/ai"
        }
      ],
+      "license": "MIT",
      "dependencies": {
-        "baseline-browser-mapping": "^2.9.0",
-        "caniuse-lite": "^1.0.30001759",
-        "electron-to-chromium": "^1.5.263",
-        "node-releases": "^2.0.27",
-        "update-browserslist-db": "^1.2.0"
+        "baseline-browser-mapping": "^2.11.12",
+        "caniuse-lite": "^1.0.30001809",
+        "electron-to-chromium": "^1.5.402",
+        "node-releases": "^2.0.53",
+        "update-browserslist-db": "^1.3.0"
      },
      "bin": {
        "browserslist": "cli.js"
@@ -3325,9 +3330,9 @@
      }
    },
    "node_modules/caniuse-lite": {
-      "version": "1.0.30001769",
-      "resolved": "https://registry.npmjs.org/caniuse-lite/-/caniuse-lite-1.0.30001769.tgz",
-      "integrity": "sha512-BCfFL1sHijQlBGWBMuJyhZUhzo7wer5sVj9hqekB/7xn0Ypy+pER/edCYQm4exbXj4WiySGp40P8UuTh6w1srg==",
+      "version": "1.0.30001810",
+      "resolved": "https://registry.npmjs.org/caniuse-lite/-/caniuse-lite-1.0.30001810.tgz",
+      "integrity": "sha512-TITQPUkaz+aVk5GL6NhOdwk1aEaNTSDPsGFWrTuhKGtjTF70jL/Oht2W4c6rXUe5fu7Ie19VIahAXHIIiWWNeg==",
      "funding": [
        {
          "type": "opencollective",
@@ -3341,7 +3346,8 @@
          "type": "github",
          "url": "https://github.com/sponsors/ai"
        }
-      ]
+      ],
+      "license": "CC-BY-4.0"
    },
    "node_modules/caseless": {
      "version": "0.12.0",
@@ -3997,9 +4003,10 @@
      }
    },
    "node_modules/electron-to-chromium": {
-      "version": "1.5.286",
-      "resolved": "https://registry.npmjs.org/electron-to-chromium/-/electron-to-chromium-1.5.286.tgz",
-      "integrity": "sha512-9tfDXhJ4RKFNerfjdCcZfufu49vg620741MNs26a9+bhLThdB+plgMeou98CAaHu/WATj2iHOOHTp1hWtABj2A=="
+      "version": "1.5.418",
+      "resolved": "https://registry.npmjs.org/electron-to-chromium/-/electron-to-chromium-1.5.418.tgz",
+      "integrity": "sha512-UzS26r3AEbG5wSoGVpJKqwHIU9zwQN7LHdVIThDrJpS0I5KdlXFMEb8543fhc9dVnIIAST6ar8rhwa00AL5MlA==",
+      "license": "ISC"
    },
    "node_modules/emoji-regex": {
      "version": "8.0.0",
@@ -4108,6 +4115,7 @@
      "version": "3.2.0",
      "resolved": "https://registry.npmjs.org/escalade/-/escalade-3.2.0.tgz",
      "integrity": "sha512-WUj2qlxaQtO4g6Pq5c29GTcWGDyd8itL8zTlipgECz3JesAiiOKotd8JU6otB3PACgG6xkJUyVhboMS+bje/jA==",
+      "license": "MIT",
      "engines": {
        "node": ">=6"
      }
@@ -6630,9 +6638,13 @@
      }
    },
    "node_modules/node-releases": {
-      "version": "2.0.27",
-      "resolved": "https://registry.npmjs.org/node-releases/-/node-releases-2.0.27.tgz",
-      "integrity": "sha512-nmh3lCkYZ3grZvqcCH+fjmQ7X+H0OeZgP40OierEaAptX4XofMh5kwNbWh7lBduUzCcV/8kZ+NDLCwm2iorIlA=="
+      "version": "2.0.54",
+      "resolved": "https://registry.npmjs.org/node-releases/-/node-releases-2.0.54.tgz",
+      "integrity": "sha512-YHs7BmmcsdAI5Ozuf8JZo6PT0mv2GIWC9vMfvUC3dp65M8hn7Ux8CPL+2oBI7juNuj9d0ndhTcznq2ODBps9cQ==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=18"
+      }
    },
    "node_modules/npm-run-path": {
      "version": "4.0.1",
@@ -8344,9 +8356,9 @@
      }
    },
    "node_modules/update-browserslist-db": {
-      "version": "1.2.3",
-      "resolved": "https://registry.npmjs.org/update-browserslist-db/-/update-browserslist-db-1.2.3.tgz",
-      "integrity": "sha512-Js0m9cx+qOgDxo0eMiFGEueWztz+d4+M3rGlmKPT+T4IS/jP4ylw3Nwpu6cpTTP8R1MAC1kF4VbdLt3ARf209w==",
+      "version": "1.3.2",
+      "resolved": "https://registry.npmjs.org/update-browserslist-db/-/update-browserslist-db-1.3.2.tgz",
+      "integrity": "sha512-UQ+MSxlhRm1bzjhU+DcuXfjFO1FzNtqhK5+9Yvlp90ItDLk5vT932A0rFu619nf7RVS+Y/VeaUW1jaRDqZ8VJw==",
      "funding": [
        {
          "type": "opencollective",
@@ -8361,6 +8373,7 @@
          "url": "https://github.com/sponsors/ai"
        }
      ],
+      "license": "MIT",
      "dependencies": {
        "escalade": "^3.2.0",
        "picocolors": "^1.1.1"
@@ -11118,9 +11131,9 @@
      "integrity": "sha512-AKpaYlHn8t4SVbOHCy+b5+KKgvR4vrsD8vbvrbiQJps7fKDTkjkDry6ji0rUJjC0kzbNePLwzxq8iypo41qeWA=="
    },
    "baseline-browser-mapping": {
-      "version": "2.9.19",
-      "resolved": "https://registry.npmjs.org/baseline-browser-mapping/-/baseline-browser-mapping-2.9.19.tgz",
-      "integrity": "sha512-ipDqC8FrAl/76p2SSWKSI+H9tFwm7vYqXQrItCuiVPt26Km0jS+NzSsBWAaBusvSbQcfJG+JitdMm+wZAgTYqg=="
+      "version": "2.11.20",
+      "resolved": "https://registry.npmjs.org/baseline-browser-mapping/-/baseline-browser-mapping-2.11.20.tgz",
+      "integrity": "sha512-H0ulySigv6icDJ1F7SjtdCD6PrhTpdYCmP0CactWy1+ekh0AFd0o1Wn5T8b+hnTmdBx19u9yhL6wvCylXMY7zw=="
    },
    "bcrypt-pbkdf": {
      "version": "1.0.2",
@@ -11156,15 +11169,15 @@
      }
    },
    "browserslist": {
-      "version": "4.28.1",
-      "resolved": "https://registry.npmjs.org/browserslist/-/browserslist-4.28.1.tgz",
-      "integrity": "sha512-ZC5Bd0LgJXgwGqUknZY/vkUQ04r8NXnJZ3yYi4vDmSiZmC/pdSN0NbNRPxZpbtO4uAfDUAFffO8IZoM3Gj8IkA==",
+      "version": "4.28.8",
+      "resolved": "https://registry.npmjs.org/browserslist/-/browserslist-4.28.8.tgz",
+      "integrity": "sha512-V2NpofLblG64mfOtSgDhOJESZEGogzDMBv/q+W6oc4LXWP/q75eOXoOaaOu1EOadB9U4Bwx/e0yzbvwKH8zalA==",
      "requires": {
-        "baseline-browser-mapping": "^2.9.0",
-        "caniuse-lite": "^1.0.30001759",
-        "electron-to-chromium": "^1.5.263",
-        "node-releases": "^2.0.27",
-        "update-browserslist-db": "^1.2.0"
+        "baseline-browser-mapping": "^2.11.12",
+        "caniuse-lite": "^1.0.30001809",
+        "electron-to-chromium": "^1.5.402",
+        "node-releases": "^2.0.53",
+        "update-browserslist-db": "^1.3.0"
      }
    },
    "buffer-crc32": {
@@ -11224,9 +11237,9 @@
      "integrity": "sha512-L28STB170nwWS63UjtlEOE3dldQApaJXZkOI1uMFfzf3rRuPegHaHesyee+YxQ+W6SvRDQV6UrdOdRiR153wJg=="
    },
    "caniuse-lite": {
-      "version": "1.0.30001769",
-      "resolved": "https://registry.npmjs.org/caniuse-lite/-/caniuse-lite-1.0.30001769.tgz",
-      "integrity": "sha512-BCfFL1sHijQlBGWBMuJyhZUhzo7wer5sVj9hqekB/7xn0Ypy+pER/edCYQm4exbXj4WiySGp40P8UuTh6w1srg=="
+      "version": "1.0.30001810",
+      "resolved": "https://registry.npmjs.org/caniuse-lite/-/caniuse-lite-1.0.30001810.tgz",
+      "integrity": "sha512-TITQPUkaz+aVk5GL6NhOdwk1aEaNTSDPsGFWrTuhKGtjTF70jL/Oht2W4c6rXUe5fu7Ie19VIahAXHIIiWWNeg=="
    },
    "caseless": {
      "version": "0.12.0",
@@ -11725,9 +11738,9 @@
      }
    },
    "electron-to-chromium": {
-      "version": "1.5.286",
-      "resolved": "https://registry.npmjs.org/electron-to-chromium/-/electron-to-chromium-1.5.286.tgz",
-      "integrity": "sha512-9tfDXhJ4RKFNerfjdCcZfufu49vg620741MNs26a9+bhLThdB+plgMeou98CAaHu/WATj2iHOOHTp1hWtABj2A=="
+      "version": "1.5.418",
+      "resolved": "https://registry.npmjs.org/electron-to-chromium/-/electron-to-chromium-1.5.418.tgz",
+      "integrity": "sha512-UzS26r3AEbG5wSoGVpJKqwHIU9zwQN7LHdVIThDrJpS0I5KdlXFMEb8543fhc9dVnIIAST6ar8rhwa00AL5MlA=="
    },
    "emoji-regex": {
      "version": "8.0.0",
@@ -13470,9 +13483,9 @@
      }
    },
    "node-releases": {
-      "version": "2.0.27",
-      "resolved": "https://registry.npmjs.org/node-releases/-/node-releases-2.0.27.tgz",
-      "integrity": "sha512-nmh3lCkYZ3grZvqcCH+fjmQ7X+H0OeZgP40OierEaAptX4XofMh5kwNbWh7lBduUzCcV/8kZ+NDLCwm2iorIlA=="
+      "version": "2.0.54",
+      "resolved": "https://registry.npmjs.org/node-releases/-/node-releases-2.0.54.tgz",
+      "integrity": "sha512-YHs7BmmcsdAI5Ozuf8JZo6PT0mv2GIWC9vMfvUC3dp65M8hn7Ux8CPL+2oBI7juNuj9d0ndhTcznq2ODBps9cQ=="
    },
    "npm-run-path": {
      "version": "4.0.1",
@@ -14699,9 +14712,9 @@
      "integrity": "sha512-KK8xQ1mkzZeg9inewmFVDNkg3l5LUhoq9kN6iWYB/CC9YMG8HA+c1Q8HwDe6dEX7kErrEVNVBO3fWsVq5iDgtw=="
    },
    "update-browserslist-db": {
-      "version": "1.2.3",
-      "resolved": "https://registry.npmjs.org/update-browserslist-db/-/update-browserslist-db-1.2.3.tgz",
-      "integrity": "sha512-Js0m9cx+qOgDxo0eMiFGEueWztz+d4+M3rGlmKPT+T4IS/jP4ylw3Nwpu6cpTTP8R1MAC1kF4VbdLt3ARf209w==",
+      "version": "1.3.2",
+      "resolved": "https://registry.npmjs.org/update-browserslist-db/-/update-browserslist-db-1.3.2.tgz",
+      "integrity": "sha512-UQ+MSxlhRm1bzjhU+DcuXfjFO1FzNtqhK5+9Yvlp90ItDLk5vT932A0rFu619nf7RVS+Y/VeaUW1jaRDqZ8VJw==",
      "requires": {
        "escalade": "^3.2.0",
        "picocolors": "^1.1.1"
@@ -1,5 +1,5 @@
 {
-  "name": "eslint-plugin-i18n-strings",
+  "name": "@superset-ui/eslint-plugin-i18n-strings",
  "version": "1.0.0",
  "description": "Warns about translation variables",
  "keywords": [],
@@ -1,5 +1,5 @@
 {
-  "name": "eslint-plugin-icons",
+  "name": "@superset-ui/eslint-plugin-icons",
  "version": "1.0.0",
  "description": "Warns about direct usage of Ant Design icons",
  "keywords": [],
@@ -1,5 +1,5 @@
 {
-  "name": "eslint-plugin-theme-colors",
+  "name": "@superset-ui/eslint-plugin-theme-colors",
  "version": "1.0.0",
  "description": "Warns about rgb(a)/hex/literal colors",
  "keywords": [],
@@ -37,9 +37,9 @@
 require('tsx/cjs');

 const tsParser = require('@typescript-eslint/parser');
-const themeColorsPlugin = require('eslint-plugin-theme-colors');
-const iconsPlugin = require('eslint-plugin-icons');
-const i18nStringsPlugin = require('eslint-plugin-i18n-strings');
+const themeColorsPlugin = require('@superset-ui/eslint-plugin-theme-colors');
+const iconsPlugin = require('@superset-ui/eslint-plugin-icons');
+const i18nStringsPlugin = require('@superset-ui/eslint-plugin-i18n-strings');

 module.exports = [
  // Files this config applies to. Flat config has no `--ext`; globs live here.
@@ -90,7 +90,11 @@ module.exports = {
    // @ant-design/colors and @ant-design/fast-color are allowed through because
    // @ant-design/icons >= 6.3 deep-imports the ESM build of @ant-design/colors
    // from its CJS output, so babel-jest must transform those files.
-    'node_modules/(?!@ant-design/(colors|fast-color)|@formatjs/.*|d3-(array|interpolate|color|time|scale|time-format|format|selection)|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/*.|@x0k/.*|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-.*|hastscript|refractor|rehype-.*|remark-.*|mdast-.*|micromark-.*|parse-entities|character-reference-invalid|is-alphanumerical|is-alphabetical|is-decimal|is-hexadecimal|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/*.|json-stringify-pretty-compact|@x0k/json-schema-merge|content-disposition)',
+    //
+    // react-markdown and the remark/rehype/vfile packages it pulls in are
+    // ESM-only, so they are allowed through for the suites that opt out of the
+    // react-markdown stub in spec/helpers/shim.tsx to render real Markdown.
+    'node_modules/(?!@ant-design/(colors|fast-color)|@formatjs/.*|d3-(array|interpolate|color|time|scale|time-format|format|selection)|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/*.|@x0k/.*|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|react-markdown|vfile|web-namespaces|html-void-elements|html-url-attributes|estree-util-is-identifier-name|trim-lines|is-plain-obj|trough|unist-.*|hast-.*|hastscript|refractor|rehype-.*|remark-.*|mdast-.*|micromark-.*|parse-entities|character-reference-invalid|is-alphanumerical|is-alphabetical|is-decimal|is-hexadecimal|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/*.|json-stringify-pretty-compact|@x0k/json-schema-merge|content-disposition)',
  ],
  preset: 'ts-jest',
  transform: {
@@ -79,7 +79,7 @@
    "playwright:report": "playwright show-report",
    "docs:screenshots": "playwright test --config=playwright/generators/playwright.config.ts docs/",
    "prod": "npm run build",
-    "prune": "rm -rf ./{packages,plugins}/*/{node_modules,lib,esm,tsconfig.tsbuildinfo,package-lock.json} ./.temp_cache",
+    "prune": "rm -rf ./{packages,plugins}/*/{node_modules,lib,esm,tsconfig.tsbuildinfo,package-lock.json} ./.temp_cache ./coverage ./storybook-static",
    "storybook": "cross-env NODE_ENV=development BABEL_ENV=development storybook dev -p 6006",
    "test-storybook": "test-storybook",
    "test-storybook:ci": "concurrently --kill-others --success first --names \"SB,TEST\" --prefix-colors \"magenta,blue\" \"python3 -m http.server 6006 --directory storybook-static\" \"npx wait-on tcp:127.0.0.1:6006 && npm run test-storybook -- --maxWorkers=2\"",
@@ -146,7 +146,6 @@
    "@superset-ui/plugin-chart-world-map": "file:./plugins/plugin-chart-world-map",
    "@superset-ui/preset-chart-deckgl": "file:./plugins/preset-chart-deckgl",
    "@superset-ui/switchboard": "file:./packages/superset-ui-switchboard",
-    "@types/d3-format": "^3.0.1",
    "@types/d3-selection": "^3.0.11",
    "@types/d3-time-format": "^4.0.3",
    "@types/react-google-recaptcha": "^2.1.9",
@@ -158,7 +157,7 @@
    "@visx/xychart": "^4.0.0",
    "ag-grid-community": "36.1.0",
    "ag-grid-react": "36.1.0",
-    "antd": "^6.6.1",
+    "antd": "^6.6.2",
    "chrono-node": "^2.10.1",
    "classnames": "^2.2.5",
    "content-disposition": "^3.0.0",
@@ -193,7 +192,8 @@
    "mustache": "^4.2.0",
    "nanoid": "^6.0.1",
    "ol": "^10.10.0",
-    "query-string": "9.5.0",
+    "postcss": "^8.5.26",
+    "query-string": "9.5.1",
    "re-resizable": "^6.11.2",
    "react": "^18.3.0",
    "react-arborist": "^3.16.0",
@@ -203,7 +203,7 @@
    "react-dnd-html5-backend": "^11.1.3",
    "react-dom": "^18.3.0",
    "react-google-recaptcha": "^3.1.0",
-    "react-intersection-observer": "^11.0.0",
+    "react-intersection-observer": "^11.0.1",
    "react-json-tree": "^0.20.0",
    "react-lines-ellipsis": "^0.16.1",
    "react-loadable": "^5.5.0",
@@ -256,18 +256,21 @@
    "@formatjs/intl-durationformat": "^0.10.18",
    "@istanbuljs/nyc-config-typescript": "^1.0.1",
    "@playwright/test": "^1.62.1",
-    "@pmmmwh/react-refresh-webpack-plugin": "^0.6.2",
+    "@pmmmwh/react-refresh-webpack-plugin": "^0.6.3",
    "@storybook/addon-docs": "10.5.10",
    "@storybook/addon-links": "10.5.10",
    "@storybook/react-webpack5": "10.5.10",
    "@storybook/test-runner": "0.24.4",
+    "@superset-ui/eslint-plugin-i18n-strings": "file:eslint-rules/eslint-plugin-i18n-strings",
+    "@superset-ui/eslint-plugin-icons": "file:eslint-rules/eslint-plugin-icons",
+    "@superset-ui/eslint-plugin-theme-colors": "file:eslint-rules/eslint-plugin-theme-colors",
    "@svgr/webpack": "^8.1.0",
    "@swc/core": "^1.16.1",
    "@swc/plugin-emotion": "^15.0.0",
    "@swc/plugin-transform-imports": "^13.0.0",
    "@testing-library/dom": "^10.4.1",
    "@testing-library/jest-dom": "^7.0.1",
-    "@testing-library/react": "^15.0.0",
+    "@testing-library/react": "^16.3.3",
    "@testing-library/user-event": "^12.8.3",
    "@types/content-disposition": "^0.5.9",
    "@types/dom-to-image": "^2.6.7",
@@ -277,7 +280,7 @@
    "@types/json-bigint": "^1.0.4",
    "@types/lodash-es": "^4.17.12",
    "@types/mousetrap": "^1.6.15",
-    "@types/node": "^26.2.0",
+    "@types/node": "^26.4.1",
    "@types/react": "^18.3.0",
    "@types/react-dom": "^18.3.0",
    "@types/react-loadable": "^5.5.11",
@@ -289,23 +292,21 @@
    "@types/rison": "0.1.0",
    "@types/tinycolor2": "^1.4.3",
    "@types/unzipper": "^0.10.11",
-    "@typescript-eslint/eslint-plugin": "^8.67.0",
+    "@typescript-eslint/eslint-plugin": "^8.69.0",
    "@typescript-eslint/parser": "^8.63.0",
-    "babel-jest": "^30.4.1",
+    "babel-jest": "^30.5.1",
    "babel-loader": "^10.1.1",
    "babel-plugin-dynamic-import-node": "^2.3.3",
    "babel-plugin-jsx-remove-data-test-id": "^3.0.0",
-    "baseline-browser-mapping": "^2.11.18",
+    "baseline-browser-mapping": "^2.11.20",
    "cheerio": "1.2.0",
    "concurrently": "^10.0.5",
    "copy-webpack-plugin": "^14.0.0",
    "cross-env": "^10.1.0",
-    "css-loader": "^7.1.4",
-    "eslint": "^10.9.0",
+    "css-loader": "^7.1.5",
+    "eslint": "^10.9.1",
    "eslint-import-resolver-alias": "^1.1.2",
    "eslint-import-resolver-typescript": "^4.4.5",
-    "eslint-plugin-i18n-strings": "file:eslint-rules/eslint-plugin-i18n-strings",
-    "eslint-plugin-icons": "file:eslint-rules/eslint-plugin-icons",
    "eslint-plugin-import": "^2.32.0",
    "eslint-plugin-jest-dom": "^5.10.1",
    "eslint-plugin-lodash": "^8.0.0",
@@ -314,14 +315,13 @@
    "eslint-plugin-react-you-might-not-need-an-effect": "^1.0.2",
    "eslint-plugin-storybook": "10.5.10",
    "eslint-plugin-testing-library": "^7.16.2",
-    "eslint-plugin-theme-colors": "file:eslint-rules/eslint-plugin-theme-colors",
    "fetch-mock": "^12.6.0",
    "fork-ts-checker-webpack-plugin": "^9.1.0",
    "history": "^5.3.0",
    "html-webpack-plugin": "^5.6.8",
    "imports-loader": "^5.0.0",
-    "jest": "^30.4.2",
-    "jest-environment-jsdom": "^30.4.1",
+    "jest": "^30.5.1",
+    "jest-environment-jsdom": "^30.5.1",
    "jest-html-reporter": "^4.4.0",
    "jest-websocket-mock": "^2.5.0",
    "js-yaml-loader": "^1.2.2",
@@ -329,10 +329,10 @@
    "lerna": "^10.0.1",
    "lightningcss": "^1.33.0",
    "mini-css-extract-plugin": "^2.10.2",
-    "minimizer-webpack-plugin": "^5.6.1",
+    "minimizer-webpack-plugin": "^5.8.0",
    "open-cli": "^9.0.0",
-    "oxfmt": "^0.64.0",
-    "oxlint": "^1.79.0",
+    "oxfmt": "^0.66.0",
+    "oxlint": "^1.80.0",
    "po2json": "^0.4.5",
    "postcss-styled-syntax": "^0.7.2",
    "process": "^0.11.10",
@@ -349,14 +349,14 @@
    "swc-loader": "^0.2.7",
    "ts-jest": "^29.4.12",
    "tscw-config": "^1.1.2",
-    "tsx": "^4.23.12",
+    "tsx": "^4.23.13",
    "typescript": "5.4.5",
    "unzipper": "^0.12.5",
    "wait-on": "^9.1.0",
-    "webpack": "^5.109.2",
+    "webpack": "^5.110.3",
    "webpack-bundle-analyzer": "^5.3.2",
-    "webpack-cli": "^7.0.3",
-    "webpack-dev-server": "^5.2.5",
+    "webpack-cli": "^7.2.3",
+    "webpack-dev-server": "^6.0.0",
    "webpack-manifest-plugin": "^6.0.1",
    "webpack-sources": "^3.5.1",
    "webpack-visualizer-plugin2": "^2.0.0"
@@ -406,7 +406,7 @@
    "eslint-plugin-jest-dom": {
      "eslint": "$eslint"
    },
-    "fast-uri": "^3.1.5",
+    "fast-uri": "^3.1.7",
    "fast-xml-parser": "^5.8.0",
    "http-proxy-middleware": "^2.0.10",
    "jest-circus": "^30.4.0",
@@ -33,13 +33,13 @@
  "dependencies": {
    "chalk": "^6.0.0",
    "lodash-es": "^4.18.1",
-    "yeoman-generator": "^8.2.2",
+    "yeoman-generator": "^8.3.0",
    "yosay": "^3.0.0"
  },
  "devDependencies": {
    "cross-env": "^10.1.0",
    "fs-extra": "^11.4.0",
-    "jest": "^30.4.2",
+    "jest": "^30.5.1",
    "yeoman-test": "^11.6.0"
  },
  "engines": {
--- a/Show More
+++ b/Show More