address review: accumulate values in afterLoadData to avoid DST key collisions

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

.asf.yaml

@@ -24,7 +24,9 @@ notifications:
   discussions: notifications@superset.apache.org
 
 github:
-  del_branch_on_merge: true
+  pull_requests:
+    del_branch_on_merge: true
+    allow_update_branch: true
   description: "Apache Superset is a Data Visualization and Data Exploration Platform"
   homepage: https://superset.apache.org/
   labels:

.devcontainer/devcontainer.json

@@ -13,7 +13,7 @@
 
   "features": {
     "ghcr.io/devcontainers/features/docker-in-docker:2": {
-      "moby": true,
+      "moby": false,
       "dockerDashComposeVersion": "v2"
     },
     "ghcr.io/devcontainers/features/node:1": {

.github/CODEOWNERS

@@ -20,7 +20,7 @@
 
 # Notify PMC members of changes to GitHub Actions
 
-/.github/ @villebro @geido @eschutho @rusackas @betodealmeida @nytai @mistercrunch @craig-rueda @kgabryje @dpgaspar @sadpandajoe
+/.github/ @villebro @geido @eschutho @rusackas @betodealmeida @nytai @mistercrunch @craig-rueda @kgabryje @dpgaspar @sadpandajoe @hainenber
 
 # Notify PMC members of changes to required GitHub Actions
 

.github/dependabot.yml

@@ -9,12 +9,19 @@ updates:
 
   - package-ecosystem: "npm"
     ignore:
-      # not until React >= 18.0.0
+      # TODO: remove below entries until React >= 18.0.0
       - dependency-name: "storybook"
+        update-types: ["version-update:semver-major", "version-update:semver-minor"]
       - dependency-name: "@storybook*"
+        update-types: ["version-update:semver-major", "version-update:semver-minor"]
+      - dependency-name: "eslint-plugin-storybook"
+      - dependency-name: "react-error-boundary"
+      - dependency-name: "@rjsf/*"
       # remark-gfm v4+ requires react-markdown v9+, which needs React 18
       - dependency-name: "remark-gfm"
       - dependency-name: "react-markdown"
+      # TODO: remove below entries until React >= 19.0.0
+      - dependency-name: "react-icons"
       # JSDOM v30 doesn't play well with Jest v30
       # Source: https://jestjs.io/blog#known-issues
       # GH thread: https://github.com/jsdom/jsdom/issues/3492
@@ -23,6 +30,17 @@ updates:
       # See https://github.com/apache/superset/pull/37384#issuecomment-3793991389
       # TODO: remove the plugin once Lodash usage has been migrated to a more readily tree-shakeable alternative
       - dependency-name: "@swc/plugin-transform-imports"
+      # `just-handlerbars-helpers` library in plugin-chart-handlebars requires `currencyformatter`` to be < 2
+      - dependency-name: "currencyformatter.js"
+        update-types: ["version-update:semver-major"]
+    groups:
+      storybook:
+        applies-to: version-updates
+        patterns:
+          - "@storybook*"
+          - "storybook"
+        update-types:
+          - "patch"
     directory: "/superset-frontend/"
     schedule:
       interval: "daily"
@@ -53,6 +71,22 @@ updates:
 
   - package-ecosystem: "npm"
     directory: "/docs/"
+    ignore:
+      # TODO: remove below entries until React >= 18.0.0 in superset-frontend
+      - dependency-name: "storybook"
+        update-types: ["version-update:semver-major", "version-update:semver-minor"]
+      - dependency-name: "@storybook*"
+        update-types: ["version-update:semver-major", "version-update:semver-minor"]
+      - dependency-name: "eslint-plugin-storybook"
+      - dependency-name: "react-error-boundary"
+    groups:
+      storybook:
+        applies-to: version-updates
+        patterns:
+          - "@storybook*"
+          - "storybook"
+        update-types:
+          - "patch"
     schedule:
       interval: "daily"
     open-pull-requests-limit: 10
@@ -89,16 +123,6 @@ updates:
     open-pull-requests-limit: 5
     versioning-strategy: increase
 
-  - package-ecosystem: "npm"
-    directory: "/superset-frontend/plugins/legacy-plugin-chart-histogram/"
-    schedule:
-      interval: "daily"
-    labels:
-      - npm
-      - dependabot
-    open-pull-requests-limit: 5
-    versioning-strategy: increase
-
   - package-ecosystem: "npm"
     directory: "/superset-frontend/plugins/legacy-plugin-chart-partition/"
     schedule:
@@ -121,6 +145,9 @@ updates:
 
   - package-ecosystem: "npm"
     directory: "/superset-frontend/plugins/plugin-chart-pivot-table/"
+    ignore:
+      # TODO: remove below entries until React >= 19.0.0
+      - dependency-name: "react-icons"
     schedule:
       interval: "daily"
     labels:
@@ -171,6 +198,9 @@ updates:
 
   - package-ecosystem: "npm"
     directory: "/superset-frontend/plugins/plugin-chart-table/"
+    ignore:
+      # TODO: remove below entries until React >= 19.0.0
+      - dependency-name: "react-icons"
     schedule:
       interval: "daily"
     labels:
@@ -199,16 +229,6 @@ updates:
     open-pull-requests-limit: 5
     versioning-strategy: increase
 
-  - package-ecosystem: "npm"
-    directory: "/superset-frontend/plugins/legacy-plugin-chart-sankey/"
-    schedule:
-      interval: "daily"
-    labels:
-      - npm
-      - dependabot
-    open-pull-requests-limit: 5
-    versioning-strategy: increase
-
   - package-ecosystem: "npm"
     directory: "/superset-frontend/plugins/legacy-preset-chart-nvd3/"
     schedule:
@@ -229,16 +249,6 @@ updates:
     open-pull-requests-limit: 5
     versioning-strategy: increase
 
-  - package-ecosystem: "npm"
-    directory: "/superset-frontend/plugins/legacy-plugin-chart-event-flow/"
-    schedule:
-      interval: "daily"
-    labels:
-      - npm
-      - dependabot
-    open-pull-requests-limit: 5
-    versioning-strategy: increase
-
   - package-ecosystem: "npm"
     directory: "/superset-frontend/plugins/legacy-plugin-chart-paired-t-test/"
     schedule:
@@ -249,16 +259,6 @@ updates:
     open-pull-requests-limit: 5
     versioning-strategy: increase
 
-  - package-ecosystem: "npm"
-    directory: "/superset-frontend/plugins/legacy-plugin-chart-sankey-loop/"
-    schedule:
-      interval: "daily"
-    labels:
-      - npm
-      - dependabot
-    open-pull-requests-limit: 5
-    versioning-strategy: increase
-
   - package-ecosystem: "npm"
     directory: "/superset-frontend/plugins/plugin-chart-echarts/"
     schedule:
@@ -270,7 +270,7 @@ updates:
     versioning-strategy: increase
 
   - package-ecosystem: "npm"
-    directory: "/superset-frontend/plugins/preset-chart-xy/"
+    directory: "/superset-frontend/plugins/plugin-chart-ag-grid-table/"
     schedule:
       interval: "daily"
     labels:
@@ -280,7 +280,7 @@ updates:
     versioning-strategy: increase
 
   - package-ecosystem: "npm"
-    directory: "/superset-frontend/plugins/legacy-plugin-chart-heatmap/"
+    directory: "/superset-frontend/plugins/plugin-chart-cartodiagram/"
     schedule:
       interval: "daily"
     labels:
@@ -299,18 +299,12 @@ updates:
     open-pull-requests-limit: 5
     versioning-strategy: increase
 
-  - package-ecosystem: "npm"
-    directory: "/superset-frontend/plugins/legacy-plugin-chart-sunburst/"
-    schedule:
-      interval: "daily"
-    labels:
-      - npm
-      - dependabot
-    open-pull-requests-limit: 5
-    versioning-strategy: increase
-
   - package-ecosystem: "npm"
     directory: "/superset-frontend/plugins/plugin-chart-handlebars/"
+    ignore:
+      # `just-handlerbars-helpers` library in plugin-chart-handlebars requires `currencyformatter`` to be < 2
+      - dependency-name: "currencyformatter.js"
+        update-types: ["version-update:semver-major"]
     schedule:
       interval: "daily"
     labels:
@@ -345,16 +339,7 @@ updates:
       # not until React >= 18.0.0
       - dependency-name: "react-markdown"
       - dependency-name: "remark-gfm"
-    schedule:
-      interval: "daily"
-    labels:
-      - npm
-      - dependabot
-    open-pull-requests-limit: 5
-    versioning-strategy: increase
-
-  - package-ecosystem: "npm"
-    directory: "/superset-frontend/packages/superset-ui-demo/"
+      - dependency-name: "react-error-boundary"
     schedule:
       interval: "daily"
     labels:

.github/workflows/bashlib.sh

@@ -304,26 +304,3 @@ monitor_memory() {
     sleep 2
   done
 }
-
-cypress-run-applitools() {
-  cd "$GITHUB_WORKSPACE/superset-frontend/cypress-base"
-
-  local flasklog="${HOME}/flask.log"
-  local port=8081
-  local cypress="./node_modules/.bin/cypress run"
-  local browser=${CYPRESS_BROWSER:-chrome}
-
-  export CYPRESS_BASE_URL="http://localhost:${port}"
-
-  nohup flask run --no-debugger -p $port >"$flasklog" 2>&1 </dev/null &
-  local flaskProcessId=$!
-
-  $cypress --spec "cypress/applitools/**/*" --browser "$browser" --headless
-
-  say "::group::Flask log for default run"
-  cat "$flasklog"
-  say "::endgroup::"
-
-  # make sure the program exits
-  kill $flaskProcessId
-}

.github/workflows/dependency-review.yml

@@ -39,13 +39,9 @@ jobs:
           # pkg:npm/store2@2.14.2
           #   adding an exception for an ambigious license on store2, which has been resolved in
           #   the latest version. It's MIT: https://github.com/nbubna/store/blob/master/LICENSE-MIT
-          # pkg:npm/applitools/*
-          #   adding exception for all applitools modules (eyes-cypress and its dependencies),
-          #   which has an explicit OSS license approved by ASF
-          #   license: https://applitools.com/legal/open-source-terms-of-use/
           # pkg:npm/node-forge@1.3.1
           #   selecting BSD-3-Clause licensing terms for node-forge to ensure compatibility with Apache
-          allow-dependencies-licenses: pkg:npm/store2@2.14.2, pkg:npm/applitools/core, pkg:npm/applitools/core-base, pkg:npm/applitools/css-tree, pkg:npm/applitools/ec-client, pkg:npm/applitools/eg-socks5-proxy-server, pkg:npm/applitools/eyes, pkg:npm/applitools/eyes-cypress, pkg:npm/applitools/nml-client, pkg:npm/applitools/tunnel-client, pkg:npm/applitools/utils, pkg:npm/node-forge@1.3.1, pkg:npm/rgbcolor, pkg:npm/jszip@3.10.1
+          allow-dependencies-licenses: pkg:npm/store2@2.14.2, pkg:npm/node-forge@1.3.1, pkg:npm/rgbcolor, pkg:npm/jszip@3.10.1
 
   python-dependency-liccheck:
     # NOTE: Configuration for liccheck lives in our pyproject.yml.

.github/workflows/docker.yml

@@ -104,7 +104,7 @@ jobs:
       # Scan for vulnerabilities in built container image after pushes to mainline branch.
       - name: Run Trivy container image vulnerabity scan
         if: github.event_name == 'push' && github.ref == 'refs/heads/master' && (steps.check.outputs.python || steps.check.outputs.frontend || steps.check.outputs.docker) && matrix.build_preset == 'lean'
-        uses: aquasecurity/trivy-action@b6643a29fecd7f34b3597bc6acb0a98b03d33ff8 # v0.33.1
+        uses: aquasecurity/trivy-action@57a97c7e7821a5776cebc9bb87c984fa69cba8f1 # v0.35.0
         with:
           image-ref: ${{ env.IMAGE_TAG }}
           format: 'sarif'

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

@@ -33,7 +33,7 @@ jobs:
       pull-requests: write
     steps:
       - name: Configure AWS credentials
-        uses: aws-actions/configure-aws-credentials@v5
+        uses: aws-actions/configure-aws-credentials@v6
         with:
           aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }}
           aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }}

.github/workflows/ephemeral-env.yml

@@ -189,7 +189,7 @@ jobs:
             --extra-flags "--build-arg INCLUDE_CHROMIUM=false"
 
       - name: Configure AWS credentials
-        uses: aws-actions/configure-aws-credentials@v5
+        uses: aws-actions/configure-aws-credentials@v6
         with:
           aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }}
           aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
@@ -225,7 +225,7 @@ jobs:
           persist-credentials: false
 
       - name: Configure AWS credentials
-        uses: aws-actions/configure-aws-credentials@v5
+        uses: aws-actions/configure-aws-credentials@v6
         with:
           aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }}
           aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }}

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

@@ -4,6 +4,9 @@ on:
   pull_request:
     types: [labeled, unlabeled, opened, reopened, synchronize]
 
+permissions:
+  pull-requests: read
+
 # cancel previous workflow jobs for PRs
 concurrency:
   group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.run_id }}

.github/workflows/pre-commit.yml

@@ -8,6 +8,9 @@ on:
   pull_request:
     types: [synchronize, opened, reopened, ready_for_review]
 
+permissions:
+  contents: read
+
 # cancel previous workflow jobs for PRs
 concurrency:
   group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.run_id }}
@@ -61,11 +64,17 @@ jobs:
           restore-keys: |
             pre-commit-v2-${{ runner.os }}-py${{ matrix.python-version }}-
 
+      - name: Get changed files
+        id: changed_files
+        uses: ./.github/actions/file-changes-action
+        with:
+          output: ' '
+
       - name: pre-commit
         run: |
           set +e  # Don't exit immediately on failure
-          export SKIP=eslint-frontend,type-checking-frontend
-          pre-commit run --all-files
+          export SKIP=type-checking-frontend
+          pre-commit run --files ${{ steps.changed_files.outputs.files }}
           PRE_COMMIT_EXIT_CODE=$?
           git diff --quiet --exit-code
           GIT_DIFF_EXIT_CODE=$?

.github/workflows/prefer-typescript.yml

@@ -1,70 +0,0 @@
-name: Prefer TypeScript
-
-on:
-  push:
-    branches:
-      - "master"
-      - "[0-9].[0-9]*"
-    paths:
-      - "superset-frontend/src/**"
-  pull_request:
-    types: [synchronize, opened, reopened, ready_for_review]
-    paths:
-      - "superset-frontend/src/**"
-
-# cancel previous workflow jobs for PRs
-concurrency:
-  group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.run_id }}
-  cancel-in-progress: true
-
-jobs:
-  prefer_typescript:
-    if: github.ref == 'ref/heads/master' && github.event_name == 'pull_request'
-    name: Prefer TypeScript
-    runs-on: ubuntu-24.04
-    permissions:
-      contents: read
-      pull-requests: write
-    steps:
-      - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
-        uses: actions/checkout@v6
-        with:
-          persist-credentials: false
-          submodules: recursive
-      - name: Get changed files
-        id: changed
-        uses: ./.github/actions/file-changes-action
-        with:
-          githubToken: ${{ github.token }}
-
-      - name: Determine if a .js or .jsx file was added
-        id: check
-        run: |
-          js_files_added() {
-            jq -r '
-              map(
-                select(
-                  endswith(".js") or endswith(".jsx")
-                )
-              ) | join("\n")
-            ' ${HOME}/files_added.json
-          }
-          echo "js_files_added=$(js_files_added)" >> $GITHUB_OUTPUT
-
-      - if: steps.check.outputs.js_files_added
-        name: Add Comment to PR
-        uses: ./.github/actions/comment-on-pr
-        continue-on-error: true
-        env:
-          GITHUB_TOKEN: ${{ github.token }}
-        with:
-          msg: |
-            ### WARNING: Prefer TypeScript
-
-            Looks like your PR contains new `.js` or `.jsx` files:
-
-            ```
-            ${{steps.check.outputs.js_files_added}}
-            ```
-
-            As decided in [SIP-36](https://github.com/apache/superset/issues/9101), all new frontend code should be written in TypeScript. Please convert above files to TypeScript then re-request review.

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

@@ -23,7 +23,7 @@ jobs:
       SUPERSET__SQLALCHEMY_DATABASE_URI: postgresql+psycopg2://superset:superset@127.0.0.1:15432/superset
     services:
       postgres:
-        image: postgres:16-alpine
+        image: postgres:17-alpine
         env:
           POSTGRES_USER: superset
           POSTGRES_PASSWORD: superset

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

@@ -1,91 +0,0 @@
-name: Applitools Cypress
-
-on:
-  schedule:
-    - cron: "0 1 * * *"
-
-jobs:
-  config:
-    runs-on: ubuntu-24.04
-    outputs:
-      has-secrets: ${{ steps.check.outputs.has-secrets }}
-    steps:
-      - name: "Check for secrets"
-        id: check
-        shell: bash
-        run: |
-          if [ -n "${{ (secrets.APPLITOOLS_API_KEY != '' && secrets.APPLITOOLS_API_KEY != '') || '' }}" ]; then
-            echo "has-secrets=1" >> "$GITHUB_OUTPUT"
-          fi
-
-  cypress-applitools:
-    needs: config
-    if: needs.config.outputs.has-secrets
-    runs-on: ubuntu-24.04
-    strategy:
-      fail-fast: false
-      matrix:
-        browser: ["chrome"]
-    env:
-      SUPERSET_ENV: development
-      SUPERSET_CONFIG: tests.integration_tests.superset_test_config
-      SUPERSET__SQLALCHEMY_DATABASE_URI: postgresql+psycopg2://superset:superset@127.0.0.1:15432/superset
-      PYTHONPATH: ${{ github.workspace }}
-      REDIS_PORT: 16379
-      GITHUB_TOKEN: ${{ github.token }}
-      APPLITOOLS_APP_NAME: Superset
-      APPLITOOLS_API_KEY: ${{ secrets.APPLITOOLS_API_KEY }}
-      APPLITOOLS_BATCH_ID: ${{ github.sha }}
-      APPLITOOLS_BATCH_NAME: Superset Cypress
-    services:
-      postgres:
-        image: postgres:16-alpine
-        env:
-          POSTGRES_USER: superset
-          POSTGRES_PASSWORD: superset
-        ports:
-          - 15432:5432
-      redis:
-        image: redis:7-alpine
-        ports:
-          - 16379:6379
-    steps:
-      - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
-        uses: actions/checkout@v6
-        with:
-          persist-credentials: false
-          submodules: recursive
-          ref: master
-      - name: Setup Python
-        uses: ./.github/actions/setup-backend/
-      - name: Import test data
-        uses: ./.github/actions/cached-dependencies
-        with:
-          run: testdata
-      - name: Setup Node.js
-        uses: actions/setup-node@v6
-        with:
-          node-version-file: './superset-frontend/.nvmrc'
-      - name: Install npm dependencies
-        uses: ./.github/actions/cached-dependencies
-        with:
-          run: npm-install
-      - name: Build javascript packages
-        uses: ./.github/actions/cached-dependencies
-        with:
-          run: build-instrumented-assets
-      - name: Setup Postgres
-        if: steps.check.outcome == 'failure'
-        uses: ./.github/actions/cached-dependencies
-        with:
-          run: setup-postgres
-      - name: Install cypress
-        uses: ./.github/actions/cached-dependencies
-        with:
-          run: cypress-install
-      - name: Run Cypress
-        uses: ./.github/actions/cached-dependencies
-        env:
-          CYPRESS_BROWSER: ${{ matrix.browser }}
-        with:
-          run: cypress-run-applitools

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

@@ -1,52 +0,0 @@
-name: Applitools Storybook
-
-on:
-  schedule:
-    - cron: "0 0 * * *"
-
-env:
-  APPLITOOLS_APP_NAME: Superset
-  APPLITOOLS_API_KEY: ${{ secrets.APPLITOOLS_API_KEY }}
-  APPLITOOLS_BATCH_ID: ${{ github.sha }}
-  APPLITOOLS_BATCH_NAME: Superset Storybook
-
-jobs:
-  config:
-    runs-on: ubuntu-24.04
-    outputs:
-      has-secrets: ${{ steps.check.outputs.has-secrets }}
-    steps:
-      - name: "Check for secrets"
-        id: check
-        shell: bash
-        run: |
-          if [ -n "${{ (secrets.APPLITOOLS_API_KEY != '' && secrets.APPLITOOLS_API_KEY != '') || '' }}" ]; then
-            echo "has-secrets=1" >> "$GITHUB_OUTPUT"
-          fi
-
-  cron:
-    needs: config
-    if: needs.config.outputs.has-secrets
-    runs-on: ubuntu-24.04
-    steps:
-      - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
-        uses: actions/checkout@v6
-        with:
-          persist-credentials: false
-          submodules: recursive
-          ref: master
-      - name: Set up Node.js
-        uses: actions/setup-node@v6
-        with:
-          node-version-file: './superset-frontend/.nvmrc'
-      - name: Install eyes-storybook dependencies
-        uses: ./.github/actions/cached-dependencies
-        with:
-          run: eyes-storybook-dependencies
-      - name: Install NPM dependencies
-        uses: ./.github/actions/cached-dependencies
-        with:
-          run: npm-install
-      - name: Run Applitools Eyes-Storybook
-        working-directory: ./superset-frontend
-        run: npx eyes-storybook -u https://superset-storybook.netlify.app/

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

@@ -68,7 +68,7 @@ jobs:
           yarn install --check-cache
       - name: Download database diagnostics (if triggered by integration tests)
         if: github.event_name == 'workflow_run' && github.event.workflow_run.conclusion == 'success'
-        uses: dawidd6/action-download-artifact@v12
+        uses: dawidd6/action-download-artifact@v17
         continue-on-error: true
         with:
           workflow: superset-python-integrationtest.yml
@@ -77,7 +77,7 @@ jobs:
           path: docs/src/data/
       - name: Try to download latest diagnostics (for push/dispatch triggers)
         if: github.event_name != 'workflow_run'
-        uses: dawidd6/action-download-artifact@v12
+        uses: dawidd6/action-download-artifact@v17
         continue-on-error: true
         with:
           workflow: superset-python-integrationtest.yml

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

@@ -111,12 +111,13 @@ jobs:
         run: |
           yarn install --check-cache
       - name: Download database diagnostics from integration tests
-        uses: dawidd6/action-download-artifact@v12
+        uses: dawidd6/action-download-artifact@v17
         with:
           workflow: superset-python-integrationtest.yml
           run_id: ${{ github.event.workflow_run.id }}
           name: database-diagnostics
           path: docs/src/data/
+          if_no_artifact_found: 'warning'
       - name: Use fresh diagnostics
         run: |
           if [ -f "src/data/databases-diagnostics.json" ]; then

.github/workflows/superset-e2e.yml

@@ -54,7 +54,7 @@ jobs:
       USE_DASHBOARD: ${{ github.event.inputs.use_dashboard == 'true' || 'false' }}
     services:
       postgres:
-        image: postgres:16-alpine
+        image: postgres:17-alpine
         env:
           POSTGRES_USER: superset
           POSTGRES_PASSWORD: superset
@@ -146,7 +146,7 @@ jobs:
           SAFE_APP_ROOT=${APP_ROOT//\//_}
           echo "safe_app_root=$SAFE_APP_ROOT" >> $GITHUB_OUTPUT
       - name: Upload Artifacts
-        uses: actions/upload-artifact@v6
+        uses: actions/upload-artifact@v7
         if: failure()
         with:
           path: ${{ github.workspace }}/superset-frontend/cypress-base/cypress/screenshots
@@ -171,7 +171,7 @@ jobs:
       GITHUB_TOKEN: ${{ github.token }}
     services:
       postgres:
-        image: postgres:16-alpine
+        image: postgres:17-alpine
         env:
           POSTGRES_USER: superset
           POSTGRES_PASSWORD: superset
@@ -259,7 +259,7 @@ jobs:
           SAFE_APP_ROOT=${APP_ROOT//\//_}
           echo "safe_app_root=$SAFE_APP_ROOT" >> $GITHUB_OUTPUT
       - name: Upload Playwright Artifacts
-        uses: actions/upload-artifact@v6
+        uses: actions/upload-artifact@v7
         if: failure()
         with:
           path: |

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

@@ -58,7 +58,7 @@ jobs:
 
       - name: Upload HTML coverage report
         if: steps.check.outputs.superset-extensions-cli
-        uses: actions/upload-artifact@v6
+        uses: actions/upload-artifact@v7
         with:
           name: superset-extensions-cli-coverage-html
           path: htmlcov/

.github/workflows/superset-frontend.yml

@@ -58,7 +58,7 @@ jobs:
 
       - name: Upload Docker Image Artifact
         if: steps.check.outputs.frontend
-        uses: actions/upload-artifact@v6
+        uses: actions/upload-artifact@v7
         with:
           name: docker-image
           path: docker-image.tar.gz
@@ -73,7 +73,7 @@ jobs:
     runs-on: ubuntu-24.04
     steps:
       - name: Download Docker Image Artifact
-        uses: actions/download-artifact@v7
+        uses: actions/download-artifact@v8
         with:
           name: docker-image
 
@@ -87,10 +87,10 @@ jobs:
           -v ${{ github.workspace }}/superset-frontend/coverage:/app/superset-frontend/coverage \
           --rm $TAG \
           bash -c \
-          "npm run test -- --coverage --shard=${{ matrix.shard }}/8 --coverageReporters=json-summary"
+          "npm run test -- --coverage --shard=${{ matrix.shard }}/8 --coverageReporters=json"
 
       - name: Upload Coverage Artifact
-        uses: actions/upload-artifact@v6
+        uses: actions/upload-artifact@v7
         with:
           name: coverage-artifacts-${{ matrix.shard }}
           path: superset-frontend/coverage
@@ -99,15 +99,29 @@ jobs:
     needs: [sharded-jest-tests]
     if: needs.frontend-build.outputs.should-run == 'true'
     runs-on: ubuntu-24.04
+    permissions:
+      id-token: write
     steps:
+      - name: Checkout Code
+        uses: actions/checkout@v6
+        with:
+          persist-credentials: false
+          fetch-depth: 0
+          ref: ${{ github.event_name == 'pull_request' && github.event.pull_request.head.sha || github.sha }}
+
       - name: Download Coverage Artifacts
-        uses: actions/download-artifact@v7
+        uses: actions/download-artifact@v8
         with:
           pattern: coverage-artifacts-*
           path: coverage/
 
-      - name: Show Files
-        run: find coverage/
+      - name: Reorganize test result reports
+        run: |
+          find coverage/
+          for i in {1..8}; do
+            mv coverage/coverage-artifacts-${i}/coverage-final.json coverage/coverage-shard-${i}.json
+          done
+        shell: bash
 
       - name: Merge Code Coverage
         run: npx nyc merge coverage/ merged-output/coverage-summary.json
@@ -116,8 +130,9 @@ jobs:
         uses: codecov/codecov-action@v5
         with:
           flags: javascript
-          token: ${{ secrets.CODECOV_TOKEN }}
+          use_oidc: true
           verbose: true
+          disable_search: true
           files: merged-output/coverage-summary.json
           slug: apache/superset
 
@@ -127,7 +142,7 @@ jobs:
     runs-on: ubuntu-24.04
     steps:
       - name: Download Docker Image Artifact
-        uses: actions/download-artifact@v7
+        uses: actions/download-artifact@v8
         with:
           name: docker-image
 
@@ -151,7 +166,7 @@ jobs:
     runs-on: ubuntu-24.04
     steps:
       - name: Download Docker Image Artifact
-        uses: actions/download-artifact@v7
+        uses: actions/download-artifact@v8
         with:
           name: docker-image
 
@@ -163,18 +178,13 @@ jobs:
           docker run --rm $TAG bash -c \
           "npm run plugins:build"
 
-      - name: Build Plugins Storybook
-        run: |
-          docker run --rm $TAG bash -c \
-          "npm run plugins:build-storybook"
-
   test-storybook:
     needs: frontend-build
     if: needs.frontend-build.outputs.should-run == 'true'
     runs-on: ubuntu-24.04
     steps:
       - name: Download Docker Image Artifact
-        uses: actions/download-artifact@v7
+        uses: actions/download-artifact@v8
         with:
           name: docker-image
 

.github/workflows/superset-playwright.yml

@@ -45,7 +45,7 @@ jobs:
       GITHUB_TOKEN: ${{ github.token }}
     services:
       postgres:
-        image: postgres:16-alpine
+        image: postgres:17-alpine
         env:
           POSTGRES_USER: superset
           POSTGRES_PASSWORD: superset
@@ -133,7 +133,7 @@ jobs:
           SAFE_APP_ROOT=${APP_ROOT//\//_}
           echo "safe_app_root=$SAFE_APP_ROOT" >> $GITHUB_OUTPUT
       - name: Upload Playwright Artifacts
-        uses: actions/upload-artifact@v6
+        uses: actions/upload-artifact@v7
         if: failure()
         with:
           path: |

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

@@ -98,7 +98,7 @@ jobs:
           "
       - name: Upload database diagnostics artifact
         if: steps.check.outputs.python
-        uses: actions/upload-artifact@v6
+        uses: actions/upload-artifact@v7
         with:
           name: database-diagnostics
           path: databases-diagnostics.json
@@ -115,7 +115,7 @@ jobs:
       SUPERSET__SQLALCHEMY_DATABASE_URI: postgresql+psycopg2://superset:superset@127.0.0.1:15432/superset
     services:
       postgres:
-        image: postgres:16-alpine
+        image: postgres:17-alpine
         env:
           POSTGRES_USER: superset
           POSTGRES_PASSWORD: superset

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

@@ -25,7 +25,7 @@ jobs:
       SUPERSET__SQLALCHEMY_EXAMPLES_URI: presto://localhost:15433/memory/default
     services:
       postgres:
-        image: postgres:16-alpine
+        image: postgres:17-alpine
         env:
           POSTGRES_USER: superset
           POSTGRES_PASSWORD: superset
@@ -94,7 +94,7 @@ jobs:
       UPLOAD_FOLDER: /tmp/.superset/uploads/
     services:
       postgres:
-        image: postgres:16-alpine
+        image: postgres:17-alpine
         env:
           POSTGRES_USER: superset
           POSTGRES_PASSWORD: superset

.github/workflows/tech-debt.yml

@@ -6,6 +6,9 @@ on:
       - master
       - "[0-9].[0-9]*"
 
+permissions:
+  contents: read
+
 jobs:
   config:
     runs-on: ubuntu-24.04

.gitignore

@@ -68,11 +68,11 @@ superset-websocket/config.json
 *.js.map
 node_modules
 npm-debug.log*
+superset/static/*
 superset/static/assets/*
 !superset/static/assets/.gitkeep
 superset/static/uploads/*
 !superset/static/uploads/.gitkeep
-superset/static/version_info.json
 yarn-error.log
 *.map
 *.min.js

.pre-commit-config.yaml

@@ -27,6 +27,7 @@ repos:
         args: [--check-untyped-defs]
         exclude: ^superset-extensions-cli/
         additional_dependencies: [
+            types-cachetools,
             types-simplejson,
             types-python-dateutil,
             types-requests,
@@ -82,7 +83,7 @@ repos:
         files: ^superset-frontend/.*\.(js|jsx|ts|tsx)$
       - id: eslint-docs
         name: eslint (docs)
-        entry: bash -c 'cd docs && FILES=$(echo "$@" | sed "s|docs/||g") && yarn eslint --fix --quiet $FILES'
+        entry: bash -c 'cd docs && FILES=$(printf "%s\n" "$@" | sed "s|^docs/||" | tr "\n" " ") && yarn eslint --fix --quiet $FILES'
         language: system
         pass_filenames: true
         files: ^docs/.*\.(js|jsx|ts|tsx)$

README.md

@@ -48,12 +48,16 @@ under the License.
 
 A modern, enterprise-ready business intelligence web application.
 
+### Documentation
+
+- **[User Guide](https://superset.apache.org/user-docs/)** — For analysts and business users. Explore data, build charts, create dashboards, and connect databases.
+- **[Administrator Guide](https://superset.apache.org/admin-docs/)** — Install, configure, and operate Superset. Covers security, scaling, and database drivers.
+- **[Developer Guide](https://superset.apache.org/developer-docs/)** — Contribute to Superset or build on its REST API and extension framework.
+
 [**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) |
 [**Get Involved**](#get-involved) |
-[**Contributor Guide**](#contributor-guide) |
 [**Resources**](#resources) |
 [**Organizations Using Superset**](https://superset.apache.org/inTheWild)
 
@@ -191,7 +195,7 @@ Try out Superset's [quickstart](https://superset.apache.org/docs/quickstart/) gu
 ## Contributor Guide
 
 Interested in contributing? Check out our
-[Developer Portal](https://superset.apache.org/developer_portal/)
+[Developer Guide](https://superset.apache.org/developer-docs/)
 to find resources around contributing along with a detailed guide on
 how to set up a development environment.
 

RESOURCES/INTHEWILD.yaml

@@ -430,6 +430,11 @@ categories:
       url: https://brandct.cn/
       contributors: ["@wenbinye"]
 
+    - name: XNET
+      url: https://xnetmobile.com/
+      logo: xnet.png
+      contributors: ["@deuspt"]
+
     - name: Zeta
       url: https://www.zeta.tech/
       contributors: ["@shaikidris"]
@@ -620,6 +625,9 @@ categories:
     - name: Stockarea
       url: https://stockarea.io
 
+    - name: VTG
+      url: https://www.vtg.de
+
   Sports:
     - name: Club 25 de Agosto (Femenino / Women's Team)
       url: https://www.instagram.com/25deagosto.basketfemenino/

UPDATING.md

@@ -24,6 +24,91 @@ assists people when migrating to a new version.
 
 ## Next
 
+### Deck.gl MapBox viewport and opacity controls are functional
+
+The Deck.gl MapBox chart's **Opacity**, **Default longitude**, **Default latitude**, and **Zoom** controls were previously non-functional — changing them had no effect on the rendered map. These controls are now wired up correctly.
+
+**Behavior change for existing charts:** Previously, the viewport controls had hard-coded default values (`-122.405293`, `37.772123`, zoom `11` — San Francisco) that were stored in each chart's `form_data` but never applied. The map always used `fitBounds` to center on the data. With this fix, those stored values are now respected, which means existing MapBox charts may open centered on the old default coordinates instead of fitting to data bounds.
+
+**To restore fit-to-data behavior:** Open the chart in Explore, clear the **Default longitude**, **Default latitude**, and **Zoom** fields in the Viewport section, and re-save the chart.
+
+### ClickHouse minimum driver version bump
+
+The minimum required version of `clickhouse-connect` has been raised to `>=0.13.0`. If you are using the ClickHouse connector, please upgrade your `clickhouse-connect` package. The `_mutate_label` workaround that appended hash suffixes to column aliases has also been removed, as it is no longer needed with modern versions of the driver.
+
+### MCP Tool Observability
+
+MCP (Model Context Protocol) tools now include enhanced observability instrumentation for monitoring and debugging:
+
+**Two-layer instrumentation:**
+1. **Middleware layer** (`LoggingMiddleware`): Automatically logs all MCP tool calls with `duration_ms` and `success` status in the audit log (Action Log UI, logs table)
+2. **Sub-operation tracking**: All 19 MCP tools include granular `event_logger.log_context()` blocks for tracking individual operations like validation, database writes, and query execution
+
+**Action naming convention:**
+- Tool-level logs: `mcp_tool_call` (via middleware)
+- Sub-operation logs: `mcp.{tool_name}.{operation}` (e.g., `mcp.generate_chart.validation`, `mcp.execute_sql.query_execution`)
+
+**Querying MCP logs:**
+```sql
+-- Top slowest MCP operations
+SELECT action, COUNT(*) as calls, AVG(duration_ms) as avg_ms
+FROM logs
+WHERE action LIKE 'mcp.%'
+GROUP BY action
+ORDER BY avg_ms DESC
+LIMIT 20;
+
+-- MCP tool success rate
+SELECT
+    json_extract(curated_payload, '$.tool') as tool,
+    COUNT(*) as total_calls,
+    SUM(CASE WHEN json_extract(curated_payload, '$.success') = 'true' THEN 1 ELSE 0 END) as successful,
+    ROUND(100.0 * SUM(CASE WHEN json_extract(curated_payload, '$.success') = 'true' THEN 1 ELSE 0 END) / COUNT(*), 2) as success_rate
+FROM logs
+WHERE action = 'mcp_tool_call'
+GROUP BY tool
+ORDER BY total_calls DESC;
+```
+
+**Security note:** Sensitive parameters (passwords, API keys, tokens) are automatically redacted in logs as `[REDACTED]`.
+
+### Distributed Coordination Backend
+
+A new `DISTRIBUTED_COORDINATION_CONFIG` configuration provides a unified Redis-based backend for real-time coordination features in Superset. This backend enables:
+
+- **Pub/sub messaging** for real-time event notifications between workers
+- **Atomic distributed locking** using Redis SET NX EX (more performant than database-backed locks)
+- **Event-based coordination** for background task management
+
+The distributed coordination is used by the Global Task Framework (GTF) for abort notifications and task completion signaling, and will eventually replace `GLOBAL_ASYNC_QUERIES_CACHE_BACKEND` as the standard signaling backend. Configuring this is recommended for Redis enabled production deployments.
+
+Example configuration in `superset_config.py`:
+```python
+DISTRIBUTED_COORDINATION_CONFIG = {
+    "CACHE_TYPE": "RedisCache",
+    "CACHE_KEY_PREFIX": "signal_",
+    "CACHE_REDIS_URL": "redis://localhost:6379/1",
+    "CACHE_DEFAULT_TIMEOUT": 300,
+}
+```
+
+See `superset/config.py` for complete configuration options.
+
+### WebSocket config for GAQ with Docker
+
+[35896](https://github.com/apache/superset/pull/35896) and [37624](https://github.com/apache/superset/pull/37624) updated documentation on how to run and configure Superset with Docker. Specifically for the WebSocket configuration, a new `docker/superset-websocket/config.example.json` was added to the repo, so that users could copy it to create a `docker/superset-websocket/config.json` file. The existing `docker/superset-websocket/config.json` was removed and git-ignored, so if you're using GAQ / WebSocket make sure to:
+- Stash/backup your existing `config.json` file, to re-apply it after (will get git-ignored going forward)
+- Update the `volumes` configuration for the `superset-websocket` service in your `docker-compose.override.yml` file, to include the `docker/superset-websocket/config.json` file. For example:
+``` yaml
+services:
+  superset-websocket:
+    volumes:
+      - ./superset-websocket:/home/superset-websocket
+      - /home/superset-websocket/node_modules
+      - /home/superset-websocket/dist
+      - ./docker/superset-websocket/config.json:/home/superset-websocket/config.json:ro
+```
+
 ### Example Data Loading Improvements
 
 #### New Directory Structure

docker-compose-image-tag.yml

@@ -45,7 +45,7 @@ services:
         required: true
       - path: docker/.env-local # optional override
         required: false
-    image: postgres:16
+    image: postgres:17
     container_name: superset_db
     restart: unless-stopped
     volumes:

docker-compose-light.yml

@@ -85,7 +85,7 @@ services:
         required: true
       - path: docker/.env-local # optional override
         required: false
-    image: postgres:16
+    image: postgres:17
     restart: unless-stopped
     volumes:
       - db_home_light:/var/lib/postgresql/data
@@ -159,8 +159,8 @@ services:
       SCARF_ANALYTICS: "${SCARF_ANALYTICS:-}"
       # configuring the dev-server to use the host.docker.internal to connect to the backend
       superset: "http://superset-light:8088"
-      # Webpack dev server configuration
-      WEBPACK_DEVSERVER_HOST: "${WEBPACK_DEVSERVER_HOST:-127.0.0.1}"
+      # Webpack dev server must bind to 0.0.0.0 to be accessible from outside the container
+      WEBPACK_DEVSERVER_HOST: "${WEBPACK_DEVSERVER_HOST:-0.0.0.0}"
       WEBPACK_DEVSERVER_PORT: "${WEBPACK_DEVSERVER_PORT:-9000}"
     ports:
       - "${NODE_PORT:-9001}:9000"  # Parameterized port, accessible on all interfaces

docker-compose-non-dev.yml

@@ -49,7 +49,7 @@ services:
         required: true
       - path: docker/.env-local # optional override
         required: false
-    image: postgres:16
+    image: postgres:17
     container_name: superset_db
     restart: unless-stopped
     volumes:

docker-compose.yml

@@ -76,7 +76,7 @@ services:
         required: true
       - path: docker/.env-local # optional override
         required: false
-    image: postgres:16
+    image: postgres:17
     restart: unless-stopped
     ports:
       - "127.0.0.1:${DATABASE_PORT:-5432}:5432"
@@ -175,7 +175,7 @@ services:
       SCARF_ANALYTICS: "${SCARF_ANALYTICS:-}"
       # configuring the dev-server to use the host.docker.internal to connect to the backend
       superset: "http://superset:8088"
-      # Bind to all interfaces so Docker port mapping works
+      # Webpack dev server must bind to 0.0.0.0 to be accessible from outside the container
       WEBPACK_DEVSERVER_HOST: "0.0.0.0"
     ports:
       - "127.0.0.1:${NODE_PORT:-9000}:9000"  # exposing the dynamic webpack dev server

docker/docker-frontend.sh

@@ -28,11 +28,11 @@ if [ "$BUILD_SUPERSET_FRONTEND_IN_DOCKER" = "true" ]; then
     cd /app/superset-frontend
 
     if [ "$NPM_RUN_PRUNE" = "true" ]; then
-        echo "Running `npm run prune`"
+        echo "Running \"npm run prune\""
         npm run prune
     fi
 
-    echo "Running `npm install`"
+    echo "Running \"npm install\""
     npm install
 
     echo "Start webpack dev server"

docker/pythonpath_dev/superset_config.py

@@ -105,7 +105,7 @@ class CeleryConfig:
 
 CELERY_CONFIG = CeleryConfig
 
-FEATURE_FLAGS = {"ALERT_REPORTS": True}
+FEATURE_FLAGS = {"ALERT_REPORTS": True, "DATASET_FOLDERS": True}
 ALERT_REPORTS_NOTIFICATION_DRY_RUN = True
 WEBDRIVER_BASEURL = f"http://superset_app{os.environ.get('SUPERSET_APP_ROOT', '/')}/"  # When using docker compose baseurl should be http://superset_nginx{ENV{BASEPATH}}/  # noqa: E501
 # The base URL for the email report hyperlinks.

docker/superset-websocket/config.json

@@ -1,22 +0,0 @@
-{
-  "port": 8080,
-  "logLevel": "info",
-  "logToFile": false,
-  "logFilename": "app.log",
-  "statsd": {
-    "host": "127.0.0.1",
-    "port": 8125,
-    "globalTags": []
-  },
-  "redis": {
-    "port": 6379,
-    "host": "127.0.0.1",
-    "password": "",
-    "db": 0,
-    "ssl": false
-  },
-  "redisStreamPrefix": "async-events-",
-  "jwtAlgorithms": ["HS256"],
-  "jwtSecret": "CHANGE-ME-IN-PRODUCTION-GOTTA-BE-LONG-AND-SECRET",
-  "jwtCookieName": "async-token"
-}

docs/.claude/instructions.md

@@ -111,5 +111,5 @@ InteractiveMenu.parameters = {
 
 - **Generator**: `docs/scripts/generate-superset-components.mjs`
 - **Wrapper**: `docs/src/components/StorybookWrapper.jsx`
-- **Output**: `docs/developer_portal/components/`
+- **Output**: `docs/developer_docs/components/`
 - **Stories**: `superset-frontend/packages/superset-ui-core/src/components/*/`

docs/.gitignore

@@ -33,14 +33,14 @@ docs/databases/
 
 # Generated API documentation (regenerated at build time from openapi.json)
 # Source of truth is static/resources/openapi.json
-docs/api/
+developer_docs/api/
 
 # Generated component documentation MDX files (regenerated at build time)
 # Source of truth is Storybook stories in superset-frontend/packages/superset-ui-core/src/components/
-developer_portal/components/
-
-# Generated extension component documentation (regenerated at build time)
-developer_portal/extensions/components/
+developer_docs/components/
 
 # Note: src/data/databases.json is COMMITTED (not ignored) to preserve feature diagnostics
 # that require Flask context to generate. Update it locally with: npm run gen-db-docs
+
+# Generated component metadata JSON (regenerated by generate-superset-components.mjs)
+static/data/components.json

docs/.nvmrc

@@ -1 +1 @@
-v20.18.3
+v22.22.0

docs/DOCS_CLAUDE.md

@@ -416,7 +416,7 @@ If versions don't appear in dropdown:
 
 - [Docusaurus Documentation](https://docusaurus.io/docs)
 - [MDX Documentation](https://mdxjs.com/)
-- [Superset Developer Portal](https://superset.apache.org/developer_portal/)
+- [Superset Developer Docs](https://superset.apache.org/developer-docs/)
 - [Main Superset Documentation](https://superset.apache.org/docs/intro)
 
 ## 📖 Real Examples and Patterns

docs/README.md

@@ -19,15 +19,16 @@ under the License.
 
 This is the public documentation site for Superset, built using
 [Docusaurus 3](https://docusaurus.io/). See the
-[Developer Portal](https://superset.apache.org/developer_portal/contributing/development-setup#documentation)
+[Developer Docs](https://superset.apache.org/developer-docs/contributing/development-setup#documentation)
 for documentation on contributing to documentation.
 
 ## Version Management
 
-The Superset documentation site uses Docusaurus versioning with three independent versioned sections:
+The Superset documentation site uses Docusaurus versioning with four independent sections:
 
-- **Main Documentation** (`/docs/`) - Core Superset documentation
-- **Developer Portal** (`/developer_portal/`) - Developer guides and tutorials  
+- **User Documentation** (`/user-docs/`) - End-user guides and tutorials
+- **Admin Documentation** (`/admin-docs/`) - Installation, configuration, and security
+- **Developer Docs** (`/developer-docs/`) - Developer guides, contributing, and extensions
 - **Component Playground** (`/components/`) - Interactive component examples (currently disabled)
 
 Each section maintains its own version history and can be versioned independently.

docs/admin_docs/configuration/alerts-reports.mdx

@@ -20,12 +20,12 @@ Alerts and reports are disabled by default. To turn them on, you'll need to chan
 
 #### In your `superset_config.py` or `superset_config_docker.py`
 
-- `"ALERT_REPORTS"` [feature flag](/docs/configuration/configuring-superset#feature-flags) must be turned to True.
+- `"ALERT_REPORTS"` [feature flag](/admin-docs/configuration/configuring-superset#feature-flags) must be turned to True.
 - `beat_schedule` in CeleryConfig must contain schedule for `reports.scheduler`.
 - At least one of those must be configured, depending on what you want to use:
   - emails: `SMTP_*` settings
   - Slack messages: `SLACK_API_TOKEN`
-- Users can customize the email subject by including date code placeholders, which will automatically be replaced with the corresponding UTC date when the email is sent. To enable this functionality, activate the `"DATE_FORMAT_IN_EMAIL_SUBJECT"` [feature flag](/docs/configuration/configuring-superset#feature-flags). This enables date formatting in email subjects, preventing all reporting emails from being grouped into the same thread (optional for the reporting feature).
+- Users can customize the email subject by including date code placeholders, which will automatically be replaced with the corresponding UTC date when the email is sent. To enable this functionality, activate the `"DATE_FORMAT_IN_EMAIL_SUBJECT"` [feature flag](/admin-docs/configuration/configuring-superset#feature-flags). This enables date formatting in email subjects, preventing all reporting emails from being grouped into the same thread (optional for the reporting feature).
     - Use date codes from [strftime.org](https://strftime.org/) to create the email subject.
     - If no date code is provided, the original string will be used as the email subject.
 
@@ -36,7 +36,7 @@ Screenshots will be taken but no messages actually sent as long as `ALERT_REPORT
 #### In your `Dockerfile`
 
 You'll need to extend the Superset image to include a headless browser. Your options include:
-- Use Playwright with Chrome: this is the recommended approach as of version 4.1.x or greater. A working example of a Dockerfile that installs these tools is provided under "Building your own production Docker image" on the [Docker Builds](/docs/installation/docker-builds#building-your-own-production-docker-image) page. Read the code comments there as you'll also need to change a feature flag in your config.
+- Use Playwright with Chrome: this is the recommended approach as of version 4.1.x or greater. A working example of a Dockerfile that installs these tools is provided under "Building your own production Docker image" on the [Docker Builds](/admin-docs/installation/docker-builds#building-your-own-production-docker-image) page. Read the code comments there as you'll also need to change a feature flag in your config.
 - Use Firefox: you'll need to install geckodriver and Firefox.
 - Use Chrome without Playwright: you'll need to install Chrome and set the value of `WEBDRIVER_TYPE` to `"chrome"` in your `superset_config.py`.
 
@@ -84,7 +84,7 @@ SLACK_API_RATE_LIMIT_RETRY_COUNT = 5
 ### Kubernetes-specific
 
 - You must have a `celery beat` pod running. If you're using the chart included in the GitHub repository under [helm/superset](https://github.com/apache/superset/tree/master/helm/superset), you need to put `supersetCeleryBeat.enabled = true` in your values override.
-- You can see the dedicated docs about [Kubernetes installation](/docs/installation/kubernetes) for more details.
+- You can see the dedicated docs about [Kubernetes installation](/admin-docs/installation/kubernetes) for more details.
 
 ### Docker Compose specific
 
@@ -233,6 +233,20 @@ def alert_dynamic_minimal_interval(**kwargs) -> int:
 ALERT_MINIMUM_INTERVAL = alert_dynamic_minimal_interval
 ```
 
+## External Link Redirection
+
+For security, Superset rewrites external links in alert/report email HTML so
+they go through a warning page before the user is navigated to the external
+site.  Internal links (matching your configured base URL) are not affected.
+
+```python
+# Disable external link redirection entirely (default: True)
+ALERT_REPORTS_ENABLE_LINK_REDIRECT = False
+```
+
+The feature uses `WEBDRIVER_BASEURL_USER_FRIENDLY` (or `WEBDRIVER_BASEURL`)
+to determine which hosts are internal.
+
 ## Troubleshooting
 
 There are many reasons that reports might not be working.  Try these steps to check for specific issues.

docs/admin_docs/configuration/cache.mdx

@@ -7,6 +7,12 @@ version: 1
 
 # Caching
 
+:::note
+When a cache backend is configured, Superset expects it to remain available. Operations will
+fail if the configured backend becomes unavailable rather than silently degrading. This
+fail-fast behavior ensures operators are immediately aware of infrastructure issues.
+:::
+
 Superset uses [Flask-Caching](https://flask-caching.readthedocs.io/) for caching purposes.
 Flask-Caching supports various caching backends, including Redis (recommended), Memcached,
 SimpleCache (in-memory), or the local filesystem.
@@ -78,11 +84,11 @@ Caching for SQL Lab query results is used when async queries are enabled and is
 Note that this configuration does not use a flask-caching dictionary for its configuration, but
 instead requires a cachelib object.
 
-See [Async Queries via Celery](/docs/configuration/async-queries-celery) for details.
+See [Async Queries via Celery](/admin-docs/configuration/async-queries-celery) for details.
 
 ## Caching Thumbnails
 
-This is an optional feature that can be turned on by activating its [feature flag](/docs/configuration/configuring-superset#feature-flags) on config:
+This is an optional feature that can be turned on by activating its [feature flag](/admin-docs/configuration/configuring-superset#feature-flags) on config:
 
 ```
 FEATURE_FLAGS = {
@@ -153,6 +159,84 @@ Then on configuration:
 WEBDRIVER_AUTH_FUNC = auth_driver
 ```
 
+## Distributed Coordination Backend
+
+Superset supports an optional distributed coordination (`DISTRIBUTED_COORDINATION_CONFIG`) for
+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
+
+:::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.
+:::
+
+### Configuration
+
+The distributed coordination uses Flask-Caching style configuration for consistency with other cache
+backends. Configure `DISTRIBUTED_COORDINATION_CONFIG` in `superset_config.py`:
+
+```python
+DISTRIBUTED_COORDINATION_CONFIG = {
+    "CACHE_TYPE": "RedisCache",
+    "CACHE_REDIS_HOST": "localhost",
+    "CACHE_REDIS_PORT": 6379,
+    "CACHE_REDIS_DB": 0,
+    "CACHE_REDIS_PASSWORD": "",  # Optional
+}
+```
+
+For Redis Sentinel deployments:
+
+```python
+DISTRIBUTED_COORDINATION_CONFIG = {
+    "CACHE_TYPE": "RedisSentinelCache",
+    "CACHE_REDIS_SENTINELS": [("sentinel1", 26379), ("sentinel2", 26379)],
+    "CACHE_REDIS_SENTINEL_MASTER": "mymaster",
+    "CACHE_REDIS_SENTINEL_PASSWORD": None,  # Sentinel password (if different)
+    "CACHE_REDIS_PASSWORD": "",  # Redis password
+    "CACHE_REDIS_DB": 0,
+}
+```
+
+For SSL/TLS connections:
+
+```python
+DISTRIBUTED_COORDINATION_CONFIG = {
+    "CACHE_TYPE": "RedisCache",
+    "CACHE_REDIS_HOST": "redis.example.com",
+    "CACHE_REDIS_PORT": 6380,
+    "CACHE_REDIS_SSL": True,
+    "CACHE_REDIS_SSL_CERTFILE": "/path/to/client.crt",
+    "CACHE_REDIS_SSL_KEYFILE": "/path/to/client.key",
+    "CACHE_REDIS_SSL_CA_CERTS": "/path/to/ca.crt",
+}
+```
+
+### Distributed Lock TTL
+
+You can configure the default lock TTL (time-to-live) in seconds. Locks automatically expire after
+this duration to prevent deadlocks from crashed processes:
+
+```python
+DISTRIBUTED_LOCK_DEFAULT_TTL = 30  # Default: 30 seconds
+```
+
+Individual lock acquisitions can override this value when needed.
+
+### Database-Only Mode
+
+When `DISTRIBUTED_COORDINATION_CONFIG` is not configured, Superset uses database-backed operations:
+
+- **Locking**: Uses the KeyValue table with periodic cleanup of expired entries
+- **Event notifications**: Uses database polling instead of pub/sub
+
+While database-backed operations work reliably, the Redis backend is recommended for production
+deployments where low latency and reduced database load are important.
+
 :::resources
 - [Blog: The Data Engineer's Guide to Lightning-Fast Superset Dashboards](https://preset.io/blog/the-data-engineers-guide-to-lightning-fast-apache-superset-dashboards/)
 - [Blog: Accelerating Dashboards with Materialized Views](https://preset.io/blog/accelerating-apache-superset-dashboards-with-materialized-views/)

docs/admin_docs/configuration/configuring-superset.mdx

@@ -37,7 +37,7 @@ ENV SUPERSET_CONFIG_PATH /app/superset_config.py
 ```
 
 Docker compose deployments handle application configuration differently using specific conventions.
-Refer to the [docker compose tips & configuration](/docs/installation/docker-compose#docker-compose-tips--configuration)
+Refer to the [docker compose tips & configuration](/admin-docs/installation/docker-compose#docker-compose-tips--configuration)
 for details.
 
 The following is an example of just a few of the parameters you can set in your `superset_config.py` file:
@@ -220,11 +220,12 @@ RequestHeader set X-Forwarded-Proto "https"
 *Please be advised that this feature is in BETA.*
 
 Superset supports running the application under a non-root path. The root path
-prefix can be specified in one of two ways:
+prefix can be specified in one of three ways:
 
-- Setting the `SUPERSET_APP_ROOT` environment variable to the desired prefix.
 - Customizing the [Flask entrypoint](https://github.com/apache/superset/blob/master/superset/app.py#L29)
-  by passing the `superset_app_root` variable.
+  by passing the `superset_app_root` variable; or
+- Setting the `SUPERSET_APP_ROOT` environment variable to the desired prefix; or
+- Setting the `APPLICATION_ROOT` config in your `superset_config.py` file.
 
 Note, the prefix should start with a `/`.
 
@@ -246,7 +247,7 @@ flask --app "superset.app:create_app(superset_app_root='/analytics')"
 
 ### Docker builds
 
-The [docker compose](/docs/installation/docker-compose#configuring-further) developer
+The [docker compose](/admin-docs/installation/docker-compose#configuring-further) developer
 configuration includes an additional environmental variable,
 [`SUPERSET_APP_ROOT`](https://github.com/apache/superset/blob/master/docker/.env),
 to simplify the process of setting up a non-default root path across the services.
@@ -441,7 +442,7 @@ FEATURE_FLAGS = {
 }
 ```
 
-A current list of feature flags can be found in the [Feature Flags](/docs/configuration/feature-flags) documentation.
+A current list of feature flags can be found in the [Feature Flags](/admin-docs/configuration/feature-flags) documentation.
 
 :::resources
 - [Blog: Feature Flags in Apache Superset](https://preset.io/blog/feature-flags-in-apache-superset-and-preset/)

docs/admin_docs/configuration/mcp-server.mdx

@@ -0,0 +1,684 @@
+---
+title: MCP Server Deployment & Authentication
+hide_title: true
+sidebar_position: 14
+version: 1
+---
+
+<!--
+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.
+-->
+
+# MCP Server Deployment & Authentication
+
+Superset includes a built-in [Model Context Protocol (MCP)](https://modelcontextprotocol.io/) server that lets AI assistants -- Claude, ChatGPT, and other MCP-compatible clients -- interact with your Superset instance. Through MCP, clients can list dashboards, query datasets, execute SQL, create charts, and more.
+
+This guide covers how to run, secure, and deploy the MCP server.
+
+:::tip Looking for user docs?
+See **[Using AI with Superset](/user-docs/using-superset/using-ai-with-superset)** for a guide on what AI can do with Superset and how to connect your AI client.
+:::
+
+```mermaid
+flowchart LR
+    A["AI Client<br/>(Claude, ChatGPT, etc.)"] -- "MCP protocol<br/>(HTTP + JSON-RPC)" --> B["MCP Server<br/>(:5008/mcp)"]
+    B -- "Superset context<br/>(app, db, RBAC)" --> C["Superset<br/>(:8088)"]
+    C --> D[("Database<br/>(Postgres)")]
+```
+
+---
+
+## Quick Start
+
+Get the MCP server running locally and connect an AI client in three steps.
+
+### 1. Start the MCP server
+
+The MCP server runs as a separate process alongside Superset:
+
+```bash
+superset mcp run --host 127.0.0.1 --port 5008
+```
+
+| Flag | Default | Description |
+|------|---------|-------------|
+| `--host` | `127.0.0.1` | Host to bind to |
+| `--port` | `5008` | Port to bind to |
+| `--debug` | off | Enable debug logging |
+
+The endpoint is available at `http://<host>:<port>/mcp`.
+
+### 2. Set a development user
+
+For local development, tell the MCP server which Superset user to impersonate (the user must already exist in your database):
+
+```python
+# superset_config.py
+MCP_DEV_USERNAME = "admin"
+```
+
+### 3. Connect an AI client
+
+Point your MCP client at the server. For **Claude Desktop**, edit the config file:
+
+- **macOS**: `~/Library/Application Support/Claude/claude_desktop_config.json`
+- **Windows**: `%APPDATA%\Claude\claude_desktop_config.json`
+- **Linux**: `~/.config/Claude/claude_desktop_config.json`
+
+```json
+{
+  "mcpServers": {
+    "superset": {
+      "url": "http://localhost:5008/mcp"
+    }
+  }
+}
+```
+
+Restart Claude Desktop. The hammer icon in the chat bar confirms the connection.
+
+See [Connecting AI Clients](#connecting-ai-clients) for Claude Code, Claude Web, ChatGPT, and raw HTTP examples.
+
+---
+
+## Prerequisites
+
+- Apache Superset 5.0+ running and accessible
+- Python 3.10+
+- The `fastmcp` package (`pip install fastmcp`)
+
+---
+
+## Authentication
+
+The MCP server supports multiple authentication methods depending on your deployment scenario.
+
+```mermaid
+flowchart TD
+    R["Incoming MCP Request"] --> F{"MCP_AUTH_FACTORY<br/>set?"}
+    F -- Yes --> CF["Custom Auth Provider"]
+    F -- No --> AE{"MCP_AUTH_ENABLED?"}
+    AE -- "True" --> JWT["JWT Validation"]
+    AE -- "False" --> DU["Dev Mode<br/>(MCP_DEV_USERNAME)"]
+
+    JWT --> ALG{"MCP_JWT_ALGORITHM"}
+    ALG -- "RS256 + JWKS" --> JWKS["Fetch keys from<br/>MCP_JWKS_URI"]
+    ALG -- "RS256 + static" --> PK["Use<br/>MCP_JWT_PUBLIC_KEY"]
+    ALG -- "HS256" --> SEC["Use<br/>MCP_JWT_SECRET"]
+
+    JWKS --> V["Validate token<br/>(exp, iss, aud, scopes)"]
+    PK --> V
+    SEC --> V
+    V --> UR["Resolve Superset user<br/>from token claims"]
+    UR --> OK["Authenticated request"]
+    CF --> OK
+    DU --> OK
+```
+
+### Development Mode (No Auth)
+
+Disable authentication and use a fixed user:
+
+```python
+# superset_config.py
+MCP_AUTH_ENABLED = False
+MCP_DEV_USERNAME = "admin"
+```
+
+All operations run as the configured user.
+
+:::warning
+Never use development mode in production. Always enable authentication for any internet-facing deployment.
+:::
+
+### JWT Authentication
+
+For production, enable JWT-based authentication. The MCP server validates a Bearer token on every request.
+
+#### Option A: RS256 with JWKS endpoint
+
+The most common setup for OAuth 2.0 / OIDC providers that publish a JWKS (JSON Web Key Set) endpoint:
+
+```python
+# superset_config.py
+MCP_AUTH_ENABLED = True
+MCP_JWT_ALGORITHM = "RS256"
+MCP_JWKS_URI = "https://your-identity-provider.com/.well-known/jwks.json"
+MCP_JWT_ISSUER = "https://your-identity-provider.com/"
+MCP_JWT_AUDIENCE = "your-superset-instance"
+```
+
+#### Option B: RS256 with static public key
+
+Use this when you have a fixed RSA key pair (e.g., self-signed tokens):
+
+```python
+# superset_config.py
+MCP_AUTH_ENABLED = True
+MCP_JWT_ALGORITHM = "RS256"
+MCP_JWT_PUBLIC_KEY = """-----BEGIN PUBLIC KEY-----
+MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEA...
+-----END PUBLIC KEY-----"""
+MCP_JWT_ISSUER = "your-issuer"
+MCP_JWT_AUDIENCE = "your-audience"
+```
+
+#### Option C: HS256 with shared secret
+
+Use this when both the token issuer and the MCP server share a symmetric secret:
+
+```python
+# superset_config.py
+MCP_AUTH_ENABLED = True
+MCP_JWT_ALGORITHM = "HS256"
+MCP_JWT_SECRET = "your-shared-secret-key"
+MCP_JWT_ISSUER = "your-issuer"
+MCP_JWT_AUDIENCE = "your-audience"
+```
+
+:::warning
+Store `MCP_JWT_SECRET` securely. Never commit it to version control. Use environment variables:
+```python
+import os
+MCP_JWT_SECRET = os.environ.get("MCP_JWT_SECRET")
+```
+:::
+
+#### JWT claims
+
+The MCP server validates these standard claims:
+
+| Claim | Config Key | Description |
+|-------|-----------|-------------|
+| `exp` | -- | Expiration time (always validated) |
+| `iss` | `MCP_JWT_ISSUER` | Token issuer (optional but recommended) |
+| `aud` | `MCP_JWT_AUDIENCE` | Token audience (optional but recommended) |
+| `sub` | -- | Subject -- primary claim used to resolve the Superset user |
+
+#### User resolution
+
+After validating the token, the MCP server resolves a Superset username from the claims. It checks these in order, using the first non-empty value:
+
+1. `subject` -- the standard `sub` claim (via the access token object)
+2. `client_id` -- for machine-to-machine tokens
+3. `payload["sub"]` -- fallback to raw payload
+4. `payload["email"]` -- email-based lookup
+5. `payload["username"]` -- explicit username claim
+
+The resolved value must match a `username` in the Superset `ab_user` table.
+
+#### Scoped access
+
+Require specific scopes in the JWT to limit what MCP operations a token can perform:
+
+```python
+# superset_config.py
+MCP_REQUIRED_SCOPES = ["mcp:read", "mcp:write"]
+```
+
+Only tokens that include **all** required scopes are accepted.
+
+### Custom Auth Provider
+
+For advanced scenarios (e.g., a proprietary auth system), provide a factory function. This takes precedence over all built-in JWT configuration:
+
+```python
+# superset_config.py
+def my_custom_auth_factory(app):
+    """Return a FastMCP auth provider instance."""
+    from fastmcp.server.auth.providers.jwt import JWTVerifier
+    return JWTVerifier(
+        jwks_uri="https://my-auth.example.com/.well-known/jwks.json",
+        issuer="https://my-auth.example.com/",
+        audience="superset-mcp",
+    )
+
+MCP_AUTH_FACTORY = my_custom_auth_factory
+```
+
+---
+
+## Connecting AI Clients
+
+### Claude Desktop
+
+**Local development (no auth):**
+
+```json
+{
+  "mcpServers": {
+    "superset": {
+      "url": "http://localhost:5008/mcp"
+    }
+  }
+}
+```
+
+**With JWT authentication:**
+
+```json
+{
+  "mcpServers": {
+    "superset": {
+      "command": "npx",
+      "args": [
+        "-y",
+        "mcp-remote@latest",
+        "http://your-superset-host:5008/mcp",
+        "--header",
+        "Authorization: Bearer YOUR_TOKEN"
+      ]
+    }
+  }
+}
+```
+
+### Claude Code (CLI)
+
+Add to your project's `.mcp.json`:
+
+```json
+{
+  "mcpServers": {
+    "superset": {
+      "type": "url",
+      "url": "http://localhost:5008/mcp"
+    }
+  }
+}
+```
+
+With authentication:
+
+```json
+{
+  "mcpServers": {
+    "superset": {
+      "type": "url",
+      "url": "http://localhost:5008/mcp",
+      "headers": {
+        "Authorization": "Bearer YOUR_TOKEN"
+      }
+    }
+  }
+}
+```
+
+### Claude Web (claude.ai)
+
+1. Open [claude.ai](https://claude.ai)
+2. Click the **+** button (or your profile icon)
+3. Select **Connectors**
+4. Click **Manage Connectors** > **Add custom connector**
+5. Enter a name and your MCP URL (e.g., `https://your-superset-host/mcp`)
+6. Click **Add**
+
+:::info
+Custom connectors on Claude Web require a Pro, Max, Team, or Enterprise plan.
+:::
+
+### ChatGPT
+
+1. Click your profile icon > **Settings** > **Apps and Connectors**
+2. Enable **Developer Mode** in Advanced Settings
+3. In the chat composer, press **+** > **Add sources** > **App** > **Connect more** > **Create app**
+4. Enter a name and your MCP server URL
+5. Click **I understand and continue**
+
+:::info
+ChatGPT MCP connectors require a Pro, Team, Enterprise, or Edu plan.
+:::
+
+### Direct HTTP requests
+
+Call the MCP server directly with any HTTP client:
+
+```bash
+curl -X POST http://localhost:5008/mcp \
+  -H 'Content-Type: application/json' \
+  -H 'Authorization: Bearer YOUR_JWT_TOKEN' \
+  -d '{"jsonrpc": "2.0", "method": "tools/list", "id": 1}'
+```
+
+---
+
+## Deployment
+
+### Single Process
+
+The simplest setup: run the MCP server alongside Superset on the same host.
+
+```mermaid
+flowchart TD
+    subgraph host["Host / VM"]
+        direction TB
+        S["Superset<br/>:8088"] --> DB[("Postgres")]
+        M["MCP Server<br/>:5008"] --> DB
+    end
+    C["AI Client"] -- "HTTPS" --> P["Reverse Proxy<br/>(Nginx / Caddy)"]
+    U["Browser"] -- "HTTPS" --> P
+    P -- ":8088" --> S
+    P -- ":5008/mcp" --> M
+```
+
+**superset_config.py:**
+
+```python
+MCP_SERVICE_HOST = "0.0.0.0"
+MCP_SERVICE_PORT = 5008
+MCP_DEV_USERNAME = "admin"  # or enable JWT auth
+
+# If behind a reverse proxy, set the public-facing URL so
+# MCP-generated links (chart previews, SQL Lab URLs) resolve correctly:
+MCP_SERVICE_URL = "https://superset.example.com"
+```
+
+**Start both processes:**
+
+```bash
+# Terminal 1 -- Superset web server
+superset run -h 0.0.0.0 -p 8088
+
+# Terminal 2 -- MCP server
+superset mcp run --host 0.0.0.0 --port 5008
+```
+
+**Nginx reverse proxy with TLS:**
+
+```nginx
+server {
+    listen 443 ssl;
+    server_name superset.example.com;
+
+    ssl_certificate     /path/to/cert.pem;
+    ssl_certificate_key /path/to/key.pem;
+
+    # Superset web UI
+    location / {
+        proxy_pass http://127.0.0.1:8088;
+        proxy_set_header Host $host;
+        proxy_set_header X-Real-IP $remote_addr;
+    }
+
+    # MCP endpoint
+    location /mcp {
+        proxy_pass http://127.0.0.1:5008/mcp;
+        proxy_set_header Host $host;
+        proxy_set_header X-Real-IP $remote_addr;
+        proxy_set_header Authorization $http_authorization;
+    }
+}
+```
+
+### Docker Compose
+
+Run Superset and the MCP server as separate containers sharing the same config:
+
+```yaml
+# docker-compose.yml
+services:
+  superset:
+    image: apache/superset:latest
+    ports:
+      - "8088:8088"
+    volumes:
+      - ./superset_config.py:/app/superset_config.py
+    environment:
+      - SUPERSET_CONFIG_PATH=/app/superset_config.py
+
+  mcp:
+    image: apache/superset:latest
+    command: ["superset", "mcp", "run", "--host", "0.0.0.0", "--port", "5008"]
+    ports:
+      - "5008:5008"
+    volumes:
+      - ./superset_config.py:/app/superset_config.py
+    environment:
+      - SUPERSET_CONFIG_PATH=/app/superset_config.py
+    depends_on:
+      - superset
+```
+
+Both containers share the same `superset_config.py`, so authentication settings, database connections, and feature flags stay in sync.
+
+### Multi-Pod (Kubernetes)
+
+For high-availability deployments, configure Redis so that replicas share session state:
+
+```mermaid
+flowchart TD
+    LB["Load Balancer"] --> M1["MCP Pod 1"]
+    LB --> M2["MCP Pod 2"]
+    LB --> M3["MCP Pod 3"]
+    M1 --> R[("Redis<br/>(session store)")]
+    M2 --> R
+    M3 --> R
+    M1 --> DB[("Postgres")]
+    M2 --> DB
+    M3 --> DB
+```
+
+**superset_config.py:**
+
+```python
+MCP_STORE_CONFIG = {
+    "enabled": True,
+    "CACHE_REDIS_URL": "redis://redis-host:6379/0",
+    "event_store_max_events": 100,
+    "event_store_ttl": 3600,
+}
+```
+
+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.
+
+---
+
+## Configuration Reference
+
+All MCP settings go in `superset_config.py`. Defaults are defined in `superset/mcp_service/mcp_config.py`.
+
+### Core
+
+| Setting | Default | Description |
+|---------|---------|-------------|
+| `MCP_SERVICE_HOST` | `"localhost"` | Host the MCP server binds to |
+| `MCP_SERVICE_PORT` | `5008` | Port the MCP server binds to |
+| `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) |
+
+### Authentication
+
+| Setting | Default | Description |
+|---------|---------|-------------|
+| `MCP_AUTH_ENABLED` | `False` | Enable JWT authentication |
+| `MCP_JWT_ALGORITHM` | `"RS256"` | JWT signing algorithm (`RS256` or `HS256`) |
+| `MCP_JWKS_URI` | `None` | JWKS endpoint URL (RS256) |
+| `MCP_JWT_PUBLIC_KEY` | `None` | Static RSA public key string (RS256) |
+| `MCP_JWT_SECRET` | `None` | Shared secret string (HS256) |
+| `MCP_JWT_ISSUER` | `None` | Expected `iss` claim |
+| `MCP_JWT_AUDIENCE` | `None` | Expected `aud` claim |
+| `MCP_REQUIRED_SCOPES` | `[]` | Required JWT scopes |
+| `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 |
+
+### Response Size Guard
+
+Limits response sizes to prevent exceeding LLM context windows:
+
+```python
+MCP_RESPONSE_SIZE_CONFIG = {
+    "enabled": True,
+    "token_limit": 25000,
+    "warn_threshold_pct": 80,
+    "excluded_tools": [
+        "health_check",
+        "get_chart_preview",
+        "generate_explore_link",
+        "open_sql_lab_with_context",
+    ],
+}
+```
+
+| Key | Default | Description |
+|-----|---------|-------------|
+| `enabled` | `True` | Enable response size checking |
+| `token_limit` | `25000` | Maximum estimated token count per response |
+| `warn_threshold_pct` | `80` | Warn when response exceeds this percentage of the limit |
+| `excluded_tools` | See above | Tools exempt from size checking (e.g., tools that return URLs, not data) |
+
+### Caching
+
+Optional response caching for read-heavy workloads. Requires Redis when used with multiple replicas.
+
+```python
+MCP_CACHE_CONFIG = {
+    "enabled": False,
+    "CACHE_KEY_PREFIX": None,
+    "list_tools_ttl": 300,       # 5 min
+    "list_resources_ttl": 300,
+    "list_prompts_ttl": 300,
+    "read_resource_ttl": 3600,   # 1 hour
+    "get_prompt_ttl": 3600,
+    "call_tool_ttl": 3600,
+    "max_item_size": 1048576,    # 1 MB
+    "excluded_tools": [
+        "execute_sql",
+        "generate_dashboard",
+        "generate_chart",
+        "update_chart",
+    ],
+}
+```
+
+| Key | Default | Description |
+|-----|---------|-------------|
+| `enabled` | `False` | Enable response caching |
+| `CACHE_KEY_PREFIX` | `None` | Optional prefix for cache keys (useful for shared Redis) |
+| `list_tools_ttl` | `300` | Cache TTL in seconds for `tools/list` |
+| `list_resources_ttl` | `300` | Cache TTL for `resources/list` |
+| `list_prompts_ttl` | `300` | Cache TTL for `prompts/list` |
+| `read_resource_ttl` | `3600` | Cache TTL for `resources/read` |
+| `get_prompt_ttl` | `3600` | Cache TTL for `prompts/get` |
+| `call_tool_ttl` | `3600` | Cache TTL for `tools/call` |
+| `max_item_size` | `1048576` | Maximum cached item size in bytes (1 MB) |
+| `excluded_tools` | See above | Tools that are never cached (mutating or non-deterministic) |
+
+### Redis Store (Multi-Pod)
+
+Enables Redis-backed session and event storage for multi-replica deployments:
+
+```python
+MCP_STORE_CONFIG = {
+    "enabled": False,
+    "CACHE_REDIS_URL": None,
+    "event_store_max_events": 100,
+    "event_store_ttl": 3600,
+}
+```
+
+| Key | Default | Description |
+|-----|---------|-------------|
+| `enabled` | `False` | Enable Redis-backed store |
+| `CACHE_REDIS_URL` | `None` | Redis connection URL (e.g., `redis://redis-host:6379/0`) |
+| `event_store_max_events` | `100` | Maximum events retained per session |
+| `event_store_ttl` | `3600` | Event TTL in seconds |
+
+### Session & CSRF
+
+These values are flat-merged into the Flask app config used by the MCP server process:
+
+```python
+MCP_SESSION_CONFIG = {
+    "SESSION_COOKIE_HTTPONLY": True,
+    "SESSION_COOKIE_SECURE": False,
+    "SESSION_COOKIE_SAMESITE": "Lax",
+    "SESSION_COOKIE_NAME": "superset_session",
+    "PERMANENT_SESSION_LIFETIME": 86400,
+}
+
+MCP_CSRF_CONFIG = {
+    "WTF_CSRF_ENABLED": True,
+    "WTF_CSRF_TIME_LIMIT": None,
+}
+```
+
+---
+
+## Troubleshooting
+
+### Server won't start
+
+- Verify `fastmcp` is installed: `pip install fastmcp`
+- Check that `MCP_DEV_USERNAME` is set if auth is disabled -- the server requires a user identity
+- Confirm the port is not already in use: `lsof -i :5008`
+
+### 401 Unauthorized
+
+- Verify your JWT token has not expired (`exp` claim)
+- Check that `MCP_JWT_ISSUER` and `MCP_JWT_AUDIENCE` match the token's `iss` and `aud` claims exactly
+- For RS256 with JWKS: confirm the JWKS URI is reachable from the MCP server
+- For RS256 with static key: confirm the public key string includes the `BEGIN`/`END` markers
+- For HS256: confirm the secret matches between the token issuer and `MCP_JWT_SECRET`
+- Enable `MCP_JWT_DEBUG_ERRORS = True` for detailed server-side logging (errors are never leaked to the client)
+
+### Tool not found
+
+- Ensure the MCP server and Superset share the same `superset_config.py`
+- Check server logs at startup -- tool registration errors are logged with the tool name and reason
+
+### Client can't connect
+
+- Verify the MCP server URL is reachable from the client machine
+- For Claude Desktop: fully quit the app (not just close the window) and restart after config changes
+- For remote access: ensure your firewall and reverse proxy allow traffic to the MCP port
+- Confirm the URL path ends with `/mcp` (e.g., `http://localhost:5008/mcp`)
+
+### Permission errors on tool calls
+
+- The MCP server enforces Superset's RBAC permissions -- the authenticated user must have the required roles
+- In development mode, ensure `MCP_DEV_USERNAME` maps to a user with appropriate roles (e.g., Admin)
+- Check `superset/security/manager.py` for the specific permission tuples required by each tool domain (e.g., `("can_execute_sql_query", "SQLLab")`)
+
+### Response too large
+
+- If a tool call returns an error about exceeding token limits, the response size guard is blocking an oversized result
+- Reduce `page_size` or `limit` parameters, use `select_columns` to exclude large fields, or add filters to narrow results
+- To adjust the threshold, change `token_limit` in `MCP_RESPONSE_SIZE_CONFIG`
+- To disable the guard entirely, set `MCP_RESPONSE_SIZE_CONFIG = {"enabled": False}`
+
+---
+
+## Security Best Practices
+
+- **Use TLS** for all production MCP endpoints -- place the server behind a reverse proxy with HTTPS
+- **Enable JWT authentication** for any internet-facing deployment
+- **RBAC enforcement** -- The MCP server respects Superset's role-based access control. Users can only access data their roles permit
+- **Secrets management** -- Store `MCP_JWT_SECRET`, database credentials, and API keys in environment variables or a secrets manager, never in config files committed to version control
+- **Scoped tokens** -- Use `MCP_REQUIRED_SCOPES` to limit what operations a token can perform
+- **Network isolation** -- In Kubernetes, restrict MCP pod network policies to only allow traffic from your AI client endpoints
+- Review the **[Security documentation](/developer-docs/extensions/security)** for additional extension security guidance
+
+---
+
+## Next Steps
+
+- **[Using AI with Superset](/user-docs/using-superset/using-ai-with-superset)** -- What AI can do with Superset and how to get started
+- **[MCP Integration](/developer-docs/extensions/mcp)** -- Build custom MCP tools and prompts via Superset extensions
+- **[Security](/developer-docs/extensions/security)** -- Security best practices for extensions
+- **[Deployment](/developer-docs/extensions/deployment)** -- Package and deploy Superset extensions

docs/admin_docs/configuration/networking-settings.mdx

@@ -60,11 +60,11 @@ There are two approaches to making dashboards publicly accessible:
 
 **Option 2: Dashboard-level access (selective control)**
 1. Set `PUBLIC_ROLE_LIKE = "Public"` in `superset_config.py`
-2. Add the `'DASHBOARD_RBAC': True` [Feature Flag](/docs/configuration/feature-flags)
+2. Add the `'DASHBOARD_RBAC': True` [Feature Flag](/admin-docs/configuration/feature-flags)
 3. Edit each dashboard's properties and add the "Public" role
 4. Only dashboards with the Public role explicitly assigned are visible to anonymous users
 
-See the [Public role documentation](/docs/security/security#public) for more details.
+See the [Public role documentation](/admin-docs/security/security#public) for more details.
 
 #### Embedding a Public Dashboard
 
@@ -96,6 +96,24 @@ To enable this entry, add the following line to the `.env` file:
 SUPERSET_FEATURE_EMBEDDED_SUPERSET=true
 ```
 
+### Hiding the Logout Button in Embedded Contexts
+
+When Superset is embedded in an application that manages authentication via SSO (OAuth2, SAML, or JWT), the logout button should be hidden since session management is handled by the parent application.
+
+To hide the logout button in embedded contexts, add to `superset_config.py`:
+
+```python
+FEATURE_FLAGS = {
+    "DISABLE_EMBEDDED_SUPERSET_LOGOUT": True,
+}
+```
+
+This flag only hides the logout button when Superset detects it is running inside an iframe. Users accessing Superset directly (not embedded) will still see the logout button regardless of this setting.
+
+:::note
+When embedding with SSO, also set `SESSION_COOKIE_SAMESITE = 'None'` and `SESSION_COOKIE_SECURE = True`. See [Security documentation](/docs/security/securing_superset) for details.
+:::
+
 ## CSRF settings
 
 Similarly, [flask-wtf](https://flask-wtf.readthedocs.io/en/0.15.x/config/) is used to manage

docs/admin_docs/configuration/sql-templating.mdx

@@ -7,10 +7,14 @@ version: 1
 
 # SQL Templating
 
+:::tip Looking to use SQL templating?
+For a user-focused guide on writing Jinja templates in SQL Lab and virtual datasets, see the [SQL Templating User Guide](/user-docs/using-superset/sql-templating). This page covers administrator configuration options.
+:::
+
 ## Jinja Templates
 
 SQL Lab and Explore supports [Jinja templating](https://jinja.palletsprojects.com/en/2.11.x/) in queries.
-To enable templating, the `ENABLE_TEMPLATE_PROCESSING` [feature flag](/docs/configuration/configuring-superset#feature-flags) needs to be enabled in `superset_config.py`.
+To enable templating, the `ENABLE_TEMPLATE_PROCESSING` [feature flag](/admin-docs/configuration/configuring-superset#feature-flags) needs to be enabled in `superset_config.py`.
 
 :::warning[Security Warning]
 

docs/admin_docs/configuration/timezones.mdx

@@ -20,7 +20,7 @@ To help make the problem somewhat tractable—given that Apache Superset has no
 
 To strive for data consistency (regardless of the timezone of the client) the Apache Superset backend tries to ensure that any timestamp sent to the client has an explicit (or semi-explicit as in the case with [Epoch time](https://en.wikipedia.org/wiki/Unix_time) which is always in reference to UTC) timezone encoded within.
 
-The challenge however lies with the slew of [database engines](/docs/databases#installing-drivers-in-docker) which Apache Superset supports and various inconsistencies between their [Python Database API (DB-API)](https://www.python.org/dev/peps/pep-0249/) implementations combined with the fact that we use [Pandas](https://pandas.pydata.org/) to read SQL into a DataFrame prior to serializing to JSON. Regrettably Pandas ignores the DB-API [type_code](https://www.python.org/dev/peps/pep-0249/#type-objects) relying by default on the underlying Python type returned by the DB-API. Currently only a subset of the supported database engines work correctly with Pandas, i.e., ensuring timestamps without an explicit timestamp are serializd to JSON with the server timezone, thus guaranteeing the client will display timestamps in a consistent manner irrespective of the client's timezone.
+The challenge however lies with the slew of [database engines](/admin-docs/databases#installing-drivers-in-docker) which Apache Superset supports and various inconsistencies between their [Python Database API (DB-API)](https://www.python.org/dev/peps/pep-0249/) implementations combined with the fact that we use [Pandas](https://pandas.pydata.org/) to read SQL into a DataFrame prior to serializing to JSON. Regrettably Pandas ignores the DB-API [type_code](https://www.python.org/dev/peps/pep-0249/#type-objects) relying by default on the underlying Python type returned by the DB-API. Currently only a subset of the supported database engines work correctly with Pandas, i.e., ensuring timestamps without an explicit timestamp are serializd to JSON with the server timezone, thus guaranteeing the client will display timestamps in a consistent manner irrespective of the client's timezone.
 
 For example the following is a comparison of MySQL and Presto,
 

docs/admin_docs/index.md

@@ -0,0 +1,42 @@
+---
+title: Admin Documentation
+description: Administrator guides for installing, configuring, and managing Apache Superset
+---
+
+<!--
+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.
+-->
+
+# Admin Documentation
+
+This section contains documentation for system administrators and operators who deploy and manage Apache Superset installations.
+
+## What's in this section
+
+- **[Installation](/admin-docs/installation/installation-methods)** - Deploy Superset using Docker, Kubernetes, or PyPI
+- **[Configuration](/admin-docs/configuration/configuring-superset)** - Configure authentication, caching, feature flags, and more
+- **[Security](/admin-docs/security/)** - Set up roles, permissions, and secure your deployment
+
+## Related
+
+- **[Database Drivers](/user-docs/databases/)** - See User Docs for database connection setup (admins may need to install drivers)
+
+## Looking for something else?
+
+- **[User Documentation](/user-docs/)** - Guides for analysts and business users
+- **[Developer Documentation](/developer-docs)** - Contributing, extensions, and development guides

docs/admin_docs/installation/architecture.mdx

@@ -24,10 +24,10 @@ A Superset installation is made up of these components:
 
 The optional components above are necessary to enable these features:
 
-- [Alerts and Reports](/docs/configuration/alerts-reports)
-- [Caching](/docs/configuration/cache)
-- [Async Queries](/docs/configuration/async-queries-celery/)
-- [Dashboard Thumbnails](/docs/configuration/cache/#caching-thumbnails)
+- [Alerts and Reports](/admin-docs/configuration/alerts-reports)
+- [Caching](/admin-docs/configuration/cache)
+- [Async Queries](/admin-docs/configuration/async-queries-celery/)
+- [Dashboard Thumbnails](/admin-docs/configuration/cache/#caching-thumbnails)
 
 If you install with Kubernetes or Docker Compose, all of these components will be created.
 
@@ -59,7 +59,7 @@ The caching layer serves two main functions:
 - Store the results of queries to your data warehouse so that when a chart is loaded twice, it pulls from the cache the second time, speeding up the application and reducing load on your data warehouse.
 - Act as a message broker for the worker, enabling the Alerts & Reports, async queries, and thumbnail caching features.
 
-Most people use Redis for their cache, but Superset supports other options too. See the [cache docs](/docs/configuration/cache/) for more.
+Most people use Redis for their cache, but Superset supports other options too. See the [cache docs](/admin-docs/configuration/cache/) for more.
 
 ### Worker and Beat
 
@@ -67,6 +67,6 @@ This is one or more workers who execute tasks like run async queries or take sna
 
 ## Other components
 
-Other components can be incorporated into Superset. The best place to learn about additional configurations is the [Configuration page](/docs/configuration/configuring-superset). For instance, you could set up a load balancer or reverse proxy to implement HTTPS in front of your Superset application, or specify a Mapbox URL to enable geospatial charts, etc.
+Other components can be incorporated into Superset. The best place to learn about additional configurations is the [Configuration page](/admin-docs/configuration/configuring-superset). For instance, you could set up a load balancer or reverse proxy to implement HTTPS in front of your Superset application, or specify a Mapbox URL to enable geospatial charts, etc.
 
 Superset won't even start without certain configuration settings established, so it's essential to review that page.

docs/admin_docs/installation/docker-compose.mdx

@@ -17,11 +17,11 @@ Since `docker compose` is primarily designed to run a set of containers on **a s
 and can't support requirements for **high availability**, we do not support nor recommend
 using our `docker compose` constructs to support production-type use-cases. For single host
 environments, we recommend using [minikube](https://minikube.sigs.k8s.io/docs/start/) along
-with our [installing on k8s](https://superset.apache.org/docs/installation/running-on-kubernetes)
+with our [installing on k8s](https://superset.apache.org/admin-docs/installation/running-on-kubernetes)
 documentation.
 :::
 
-As mentioned in our [quickstart guide](/docs/quickstart), the fastest way to try
+As mentioned in our [quickstart guide](/user-docs/quickstart), the fastest way to try
 Superset locally is using Docker Compose on a Linux or Mac OSX
 computer. Superset does not have official support for Windows. It's also the easiest
 way to launch a fully functioning **development environment** quickly.

docs/admin_docs/installation/installation-methods.mdx

@@ -9,11 +9,11 @@ import useBaseUrl from "@docusaurus/useBaseUrl";
 
 # Installation Methods
 
-How should you install Superset? Here's a comparison of the different options. It will help if you've first read the [Architecture](/docs/installation/architecture.mdx) page to understand Superset's different components.
+How should you install Superset? Here's a comparison of the different options. It will help if you've first read the [Architecture](/admin-docs/installation/architecture) page to understand Superset's different components.
 
 The fundamental trade-off is between you needing to do more of the detail work yourself vs. using a more complex deployment route that handles those details.
 
-## [Docker Compose](/docs/installation/docker-compose.mdx)
+## [Docker Compose](/admin-docs/installation/docker-compose)
 
 **Summary:** This takes advantage of containerization while remaining simpler than Kubernetes. This is the best way to try out Superset; it's also useful for developing & contributing back to Superset.
 
@@ -27,9 +27,9 @@ You will need to back up your metadata DB. That could mean backing up the servic
 
 You will also need to extend the Superset docker image. The default `lean` images do not contain drivers needed to access your metadata database (Postgres or MySQL), nor to access your data warehouse, nor the headless browser needed for Alerts & Reports. You could run a `-dev` image while demoing Superset, which has some of this, but you'll still need to install the driver for your data warehouse. The `-dev` images run as root, which is not recommended for production.
 
-Ideally you will build your own image of Superset that extends `lean`, adding what your deployment needs. See [Building your own production Docker image](/docs/installation/docker-builds/#building-your-own-production-docker-image).
+Ideally you will build your own image of Superset that extends `lean`, adding what your deployment needs. See [Building your own production Docker image](/admin-docs/installation/docker-builds/#building-your-own-production-docker-image).
 
-## [Kubernetes (K8s)](/docs/installation/kubernetes.mdx)
+## [Kubernetes (K8s)](/admin-docs/installation/kubernetes)
 
 **Summary:** This is the best-practice way to deploy a production instance of Superset, but has the steepest skill requirement - someone who knows Kubernetes.
 
@@ -41,7 +41,7 @@ A K8s deployment can scale up and down based on usage and deploy rolling updates
 
 You will need to build your own Docker image, and back up your metadata DB, both as described in Docker Compose above. You'll also need to customize your Helm chart values and deploy and maintain your Kubernetes cluster.
 
-## [PyPI (Python)](/docs/installation/pypi.mdx)
+## [PyPI (Python)](/admin-docs/installation/pypi)
 
 **Summary:** This is the only method that requires no knowledge of containers. It requires the most hands-on work to deploy, connect, and maintain each component.
 

docs/admin_docs/installation/kubernetes.mdx

@@ -149,7 +149,7 @@ For production clusters it's recommended to build own image with this step done
 Superset requires a Python DB-API database driver and a SQLAlchemy
 dialect to be installed for each datastore you want to connect to.
 
-See [Install Database Drivers](/docs/databases#installing-database-drivers) for more information.
+See [Install Database Drivers](/admin-docs/databases#installing-database-drivers) for more information.
 It is recommended that you refer to versions listed in
 [pyproject.toml](https://github.com/apache/superset/blob/master/pyproject.toml)
 instead of hard-coding them in your bootstrap script, as seen below.
@@ -310,7 +310,7 @@ configOverrides:
 
 ### Enable Alerts and Reports
 
-For this, as per the [Alerts and Reports doc](/docs/configuration/alerts-reports), you will need to:
+For this, as per the [Alerts and Reports doc](/admin-docs/configuration/alerts-reports), you will need to:
 
 #### Install a supported webdriver in the Celery worker
 
@@ -323,7 +323,7 @@ supersetWorker:
     - -c
     - |
       # Install chrome webdriver
-      # See https://github.com/apache/superset/blob/4fa3b6c7185629b87c27fc2c0e5435d458f7b73d/docs/src/pages/docs/installation/email_reports.mdx
+      # See https://github.com/apache/superset/blob/4fa3b6c7185629b87c27fc2c0e5435d458f7b73d/docs/src/pages/admin-docs/installation/email_reports.mdx
       apt-get update
       apt-get install -y wget
       wget https://dl.google.com/linux/direct/google-chrome-stable_current_amd64.deb

docs/admin_docs/installation/pypi.mdx

@@ -134,7 +134,7 @@ pip install apache_superset
 
 Then, define mandatory configurations, SECRET_KEY and FLASK_APP:
 ```bash
-export SUPERSET_SECRET_KEY=YOUR-SECRET-KEY # For production use, make sure this is a strong key, for example generated using `openssl rand -base64 42`. See https://superset.apache.org/docs/configuration/configuring-superset#specifying-a-secret_key
+export SUPERSET_SECRET_KEY=YOUR-SECRET-KEY # For production use, make sure this is a strong key, for example generated using `openssl rand -base64 42`. See https://superset.apache.org/admin-docs/configuration/configuring-superset#specifying-a-secret_key
 export FLASK_APP=superset
 ```
 

docs/admin_docs/security/cves.mdx

@@ -2,6 +2,15 @@
 title: CVEs fixed by release
 sidebar_position: 2
 ---
+#### Version 6.0.0
+
+| CVE            | Title                                                                              | Affected |
+|:---------------|:-----------------------------------------------------------------------------------|---------:|
+| CVE-2026-23980 | Improper Neutralization of Special Elements used in a SQL Command                  |  < 6.0.0 |
+| CVE-2026-23982 | Improper Authorization in Dataset Creation Allows Access Control Bypass            |  < 6.0.0 |
+| CVE-2026-23983 | Information Disclosure of sensitive user info via Tags                             |  < 6.0.0 |
+| CVE-2026-23984 | SQLLab Read-Only Bypass on PostgreSQL (DML execution)                              |  < 6.0.0 |
+
 #### Version 5.0.0
 
 | CVE            | Title                                                                              | Affected |
@@ -22,6 +31,7 @@ sidebar_position: 2
 |:---------------|:-----------------------------------------------------------------------------------|---------:|
 | CVE-2025-27696 | Improper authorization leading to resource ownership takeover                      |  < 4.1.2 |
 | CVE-2025-48912 | Improper authorization bypass on row level security via SQL Injection              |  < 4.1.2 |
+| CVE-2026-23969 | Exposure of Sensitive Information via Incomplete ClickHouse Function Filtering     |  < 4.1.2 |
 
 #### Version 4.1.0
 

docs/admin_docs/security/securing_superset.mdx

@@ -114,7 +114,7 @@ Superset can use Flask-Talisman to set security headers. However, it must be exp
 >
 > In Superset 4.0 and later, Talisman is disabled by default (`TALISMAN_ENABLED = False`). You **must** explicitly enable it in your `superset_config.py` for the security headers defined in `TALISMAN_CONFIG` to take effect.
 
-Here's the documentation section how how to set up Talisman: https://superset.apache.org/docs/security/#content-security-policy-csp
+Here's the documentation section how how to set up Talisman: https://superset.apache.org/admin-docs/security/#content-security-policy-csp
 
 ### **Database Security**
 
@@ -171,7 +171,7 @@ Rotating the `SUPERSET_SECRET_KEY` is a critical security procedure. It is manda
 
 **Procedure for Rotating the Key**
 The procedure for safely rotating the SECRET_KEY must be followed precisely to avoid locking yourself out of your instance. The official Apache Superset documentation maintains the correct, up-to-date procedure. Please follow the official guide here:
-https://superset.apache.org/docs/configuration/configuring-superset/#rotating-to-a-newer-secret_key
+https://superset.apache.org/admin-docs/configuration/configuring-superset/#rotating-to-a-newer-secret_key
 
 :::resources
 - [Blog: Running Apache Superset on the Open Internet](https://preset.io/blog/running-apache-superset-on-the-open-internet-a-report-from-the-fireline/)

docs/admin_docs/security/security.mdx

@@ -431,7 +431,7 @@ TALISMAN_CONFIG = {
 ```
 
 For more information on setting up Talisman, please refer to
-https://superset.apache.org/docs/configuration/networking-settings/#changing-flask-talisman-csp.
+https://superset.apache.org/admin-docs/configuration/networking-settings/#changing-flask-talisman-csp.
 
 ### Reporting Security Vulnerabilities
 

docs/developer_docs/api.mdx

@@ -0,0 +1,590 @@
+---
+title: API Reference
+hide_title: true
+sidebar_position: 10
+---
+
+import { Alert } from 'antd';
+
+## REST API Reference
+
+Superset exposes a comprehensive **REST API** that follows the [OpenAPI specification](https://swagger.io/specification/).
+You can use this API to programmatically interact with Superset for automation, integrations, and custom applications.
+
+<Alert
+  type="info"
+  showIcon
+  message="Code Samples & Schema Documentation"
+  description={
+    <span>
+      Each endpoint includes ready-to-use code samples in <strong>cURL</strong>, <strong>Python</strong>, and <strong>JavaScript</strong>.
+      The sidebar includes <strong>Schema definitions</strong> for detailed data model documentation.
+    </span>
+  }
+  style={{ marginBottom: '24px' }}
+/>
+
+---
+
+### Authentication
+
+Most API endpoints require authentication via JWT tokens.
+
+#### Quick Start
+
+```bash
+# 1. Get a JWT token
+curl -X POST http://localhost:8088/api/v1/security/login \
+  -H "Content-Type: application/json" \
+  -d '{"username": "admin", "password": "admin", "provider": "db"}'
+
+# 2. Use the access_token from the response
+curl -H "Authorization: Bearer YOUR_ACCESS_TOKEN" \
+  http://localhost:8088/api/v1/dashboard/
+```
+
+#### Security Endpoints
+
+| 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` |
+
+---
+
+### API Endpoints
+
+#### Core Resources
+
+<details>
+<summary><strong>Dashboards</strong> (26 endpoints) — Create, read, update, and delete dashboards.</summary>
+
+| 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-dashboard-s-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-dashboard-s-datasets) | `/api/v1/dashboard/{id_or_slug}/datasets` |
+| `DELETE` | [Delete a dashboard's embedded configuration](/developer-docs/api/delete-a-dashboard-s-embedded-configuration) | `/api/v1/dashboard/{id_or_slug}/embedded` |
+| `GET` | [Get the dashboard's embedded configuration](/developer-docs/api/get-the-dashboard-s-embedded-configuration) | `/api/v1/dashboard/{id_or_slug}/embedded` |
+| `POST` | [Set a dashboard's embedded configuration](/developer-docs/api/set-a-dashboard-s-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-dashboard-s-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 colors configuration for a dashboard.](/developer-docs/api/update-colors-configuration-for-a-dashboard) | `/api/v1/dashboard/{pk}/colors` |
+| `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-dashboard-s-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}` |
+
+</details>
+
+<details>
+<summary><strong>Charts</strong> (20 endpoints) — Create, read, update, and delete charts (slices).</summary>
+
+| 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` |
+| `DELETE` | [Delete a chart](/developer-docs/api/delete-a-chart) | `/api/v1/chart/{pk}` |
+| `GET` | [Get a chart detail information](/developer-docs/api/get-a-chart-detail-information) | `/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` |
+
+</details>
+
+<details>
+<summary><strong>Datasets</strong> (18 endpoints) — Manage datasets (tables) used for building charts.</summary>
+
+| 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` |
+| `DELETE` | [Delete a dataset](/developer-docs/api/delete-a-dataset) | `/api/v1/dataset/{pk}` |
+| `GET` | [Get a dataset](/developer-docs/api/get-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}` |
+| `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 charts and dashboards count associated to a dataset](/developer-docs/api/get-charts-and-dashboards-count-associated-to-a-dataset) | `/api/v1/dataset/{pk}/related_objects` |
+| `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` |
+
+</details>
+
+<details>
+<summary><strong>Database</strong> (31 endpoints) — Manage database connections and metadata.</summary>
+
+| 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}/` |
+| `DELETE` | [Delete a SSH tunnel](/developer-docs/api/delete-a-ssh-tunnel) | `/api/v1/database/{pk}/ssh_tunnel/` |
+| `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-oauth2) | `/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/` |
+
+</details>
+
+#### Data Exploration
+
+<details>
+<summary><strong>Explore</strong> (1 endpoints) — Chart exploration and data querying endpoints.</summary>
+
+| 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/` |
+
+</details>
+
+<details>
+<summary><strong>SQL Lab</strong> (6 endpoints) — Execute SQL queries and manage SQL Lab sessions.</summary>
+
+| Method | Endpoint | Description |
+|--------|----------|-------------|
+| `GET` | [Get the bootstrap data for SqlLab page](/developer-docs/api/get-the-bootstrap-data-for-sqllab-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/` |
+| `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/` |
+
+</details>
+
+<details>
+<summary><strong>Queries</strong> (17 endpoints) — View and manage SQL Lab query history.</summary>
+
+| 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}` |
+
+</details>
+
+<details>
+<summary><strong>Datasources</strong> (1 endpoints) — Query datasource metadata and column values.</summary>
+
+| 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/` |
+
+</details>
+
+<details>
+<summary><strong>Advanced Data Type</strong> (2 endpoints) — Endpoints for advanced data type operations and conversions.</summary>
+
+| Method | Endpoint | Description |
+|--------|----------|-------------|
+| `GET` | [Return an AdvancedDataTypeResponse](/developer-docs/api/return-an-advanceddatatyperesponse) | `/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` |
+
+</details>
+
+#### Organization & Customization
+
+<details>
+<summary><strong>Tags</strong> (15 endpoints) — Organize assets with tags.</summary>
+
+| 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}` |
+
+</details>
+
+<details>
+<summary><strong>Annotation Layers</strong> (14 endpoints) — Manage annotation layers and annotations for charts.</summary>
+
+| 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}` |
+
+</details>
+
+<details>
+<summary><strong>CSS Templates</strong> (8 endpoints) — Manage CSS templates for custom dashboard styling.</summary>
+
+| 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}` |
+
+</details>
+
+#### Sharing & Embedding
+
+<details>
+<summary><strong>Dashboard Permanent Link</strong> (2 endpoints) — Create and retrieve permanent links to dashboard states.</summary>
+
+| Method | Endpoint | Description |
+|--------|----------|-------------|
+| `POST` | [Create a new dashboard's permanent link](/developer-docs/api/create-a-new-dashboard-s-permanent-link) | `/api/v1/dashboard/{pk}/permalink` |
+| `GET` | [Get dashboard's permanent link state](/developer-docs/api/get-dashboard-s-permanent-link-state) | `/api/v1/dashboard/permalink/{key}` |
+
+</details>
+
+<details>
+<summary><strong>Explore Permanent Link</strong> (2 endpoints) — Create and retrieve permanent links to chart explore states.</summary>
+
+| 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-chart-s-permanent-link-state) | `/api/v1/explore/permalink/{key}` |
+
+</details>
+
+<details>
+<summary><strong>SQL Lab Permanent Link</strong> (2 endpoints) — Create and retrieve permanent links to SQL Lab states.</summary>
+
+| 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-sqllab-editor) | `/api/v1/sqllab/permalink/{key}` |
+
+</details>
+
+<details>
+<summary><strong>Embedded Dashboard</strong> (1 endpoints) — Configure embedded dashboard settings.</summary>
+
+| 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}` |
+
+</details>
+
+<details>
+<summary><strong>Dashboard Filter State</strong> (4 endpoints) — Manage temporary filter state for dashboards.</summary>
+
+| Method | Endpoint | Description |
+|--------|----------|-------------|
+| `POST` | [Create a dashboard's filter state](/developer-docs/api/create-a-dashboard-s-filter-state) | `/api/v1/dashboard/{pk}/filter_state` |
+| `DELETE` | [Delete a dashboard's filter state value](/developer-docs/api/delete-a-dashboard-s-filter-state-value) | `/api/v1/dashboard/{pk}/filter_state/{key}` |
+| `GET` | [Get a dashboard's filter state value](/developer-docs/api/get-a-dashboard-s-filter-state-value) | `/api/v1/dashboard/{pk}/filter_state/{key}` |
+| `PUT` | [Update a dashboard's filter state value](/developer-docs/api/update-a-dashboard-s-filter-state-value) | `/api/v1/dashboard/{pk}/filter_state/{key}` |
+
+</details>
+
+<details>
+<summary><strong>Explore Form Data</strong> (4 endpoints) — Manage temporary form data for chart exploration.</summary>
+
+| 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}` |
+
+</details>
+
+#### Scheduling & Alerts
+
+<details>
+<summary><strong>Report Schedules</strong> (11 endpoints) — Configure scheduled reports and alerts.</summary>
+
+| 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/` |
+
+</details>
+
+#### Security & Access Control
+
+<details>
+<summary><strong>Security Roles</strong> (10 endpoints) — Manage security roles and their permissions.</summary>
+
+| 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}` |
+| `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/` |
+
+</details>
+
+<details>
+<summary><strong>Security Users</strong> (6 endpoints) — Manage user accounts.</summary>
+
+| 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}` |
+
+</details>
+
+<details>
+<summary><strong>Security Permissions</strong> (3 endpoints) — View available permissions.</summary>
+
+| 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}` |
+
+</details>
+
+<details>
+<summary><strong>Security Resources (View Menus)</strong> (6 endpoints) — Manage security resources (view menus).</summary>
+
+| 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}` |
+
+</details>
+
+<details>
+<summary><strong>Security Permissions on Resources (View Menus)</strong> (6 endpoints) — Manage permission-resource mappings.</summary>
+
+| 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}` |
+
+</details>
+
+<details>
+<summary><strong>Row Level Security</strong> (8 endpoints) — Manage row-level security rules for data access control.</summary>
+
+| 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}` |
+
+</details>
+
+#### Import/Export & Administration
+
+<details>
+<summary><strong>Import/export</strong> (2 endpoints) — Import and export Superset assets (dashboards, charts, databases).</summary>
+
+| 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/` |
+
+</details>
+
+<details>
+<summary><strong>CacheRestApi</strong> (1 endpoints) — Cache management and invalidation operations.</summary>
+
+| 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` |
+
+</details>
+
+<details>
+<summary><strong>LogRestApi</strong> (4 endpoints) — Access audit logs and activity history.</summary>
+
+| 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/` |
+
+</details>
+
+#### User & System
+
+<details>
+<summary><strong>Current User</strong> (2 endpoints) — Get information about the currently authenticated user.</summary>
+
+| Method | Endpoint | Description |
+|--------|----------|-------------|
+| `GET` | [Get the user object](/developer-docs/api/get-the-user-object) | `/api/v1/me/` |
+| `GET` | [Get the user roles](/developer-docs/api/get-the-user-roles) | `/api/v1/me/roles/` |
+
+</details>
+
+<details>
+<summary><strong>User</strong> (1 endpoints) — User profile and preferences.</summary>
+
+| Method | Endpoint | Description |
+|--------|----------|-------------|
+| `GET` | [Get the user avatar](/developer-docs/api/get-the-user-avatar) | `/api/v1/user/{user_id}/avatar.png` |
+
+</details>
+
+<details>
+<summary><strong>Menu</strong> (1 endpoints) — Get the Superset menu structure.</summary>
+
+| Method | Endpoint | Description |
+|--------|----------|-------------|
+| `GET` | [Get menu](/developer-docs/api/get-menu) | `/api/v1/menu/` |
+
+</details>
+
+<details>
+<summary><strong>Available Domains</strong> (1 endpoints) — Get available domains for the Superset instance.</summary>
+
+| Method | Endpoint | Description |
+|--------|----------|-------------|
+| `GET` | [Get all available domains](/developer-docs/api/get-all-available-domains) | `/api/v1/available_domains/` |
+
+</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>
+
+| Method | Endpoint | Description |
+|--------|----------|-------------|
+| `GET` | [Get api by version  openapi](/developer-docs/api/get-api-by-version-openapi) | `/api/{version}/_openapi` |
+
+</details>
+
+---
+
+### Additional Resources
+
+- [Superset REST API Blog Post](https://preset.io/blog/2020-10-01-superset-api/)
+- [Accessing APIs with Superset](https://preset.io/blog/accessing-apis-with-superset/)

docs/developer_docs/components/TODO.md

@@ -0,0 +1,71 @@
+---
+title: Components TODO
+sidebar_class_name: hidden
+---
+
+# Components TODO
+
+These components were found but not yet supported for documentation generation.
+Future phases will add support for these sources.
+
+## Summary
+
+- **Total skipped:** 19 story files
+- **Reason:** Import path resolution not yet implemented
+
+## Skipped by Source
+
+### App Components
+
+9 components
+
+- [ ] `superset-frontend/src/components/AlteredSliceTag/AlteredSliceTag.stories.tsx`
+- [ ] `superset-frontend/src/components/Chart/DrillDetail/DrillDetailTableControls.stories.tsx`
+- [ ] `superset-frontend/src/components/CopyToClipboard/CopyToClipboard.stories.tsx`
+- [ ] `superset-frontend/src/components/ErrorMessage/ErrorAlert.stories.tsx`
+- [ ] `superset-frontend/src/components/FacePile/FacePile.stories.tsx`
+- [ ] `superset-frontend/src/components/FilterableTable/FilterableTable.stories.tsx`
+- [ ] `superset-frontend/src/components/RowCountLabel/RowCountLabel.stories.tsx`
+- [ ] `superset-frontend/src/components/Tag/Tag.stories.tsx`
+- [ ] `superset-frontend/src/components/TagsList/TagsList.stories.tsx`
+
+### Dashboard Components
+
+2 components
+
+- [ ] `superset-frontend/src/dashboard/components/AnchorLink/AnchorLink.stories.tsx`
+- [ ] `superset-frontend/src/dashboard/components/nativeFilters/FilterBar/FilterControls/FilterDivider.stories.tsx`
+
+### Explore Components
+
+4 components
+
+- [ ] `superset-frontend/src/explore/components/ControlHeader.stories.tsx`
+- [ ] `superset-frontend/src/explore/components/RunQueryButton/RunQueryButton.stories.tsx`
+- [ ] `superset-frontend/src/explore/components/controls/BoundsControl.stories.tsx`
+- [ ] `superset-frontend/src/explore/components/controls/SliderControl.stories.tsx`
+
+### Feature Components
+
+2 components
+
+- [ ] `superset-frontend/src/features/datasets/AddDataset/DatasetPanel/DatasetPanel.stories.tsx`
+- [ ] `superset-frontend/src/features/home/LanguagePicker.stories.tsx`
+
+### Filter Components
+
+2 components
+
+- [ ] `superset-frontend/src/filters/components/Range/RangeFilterPlugin.stories.tsx`
+- [ ] `superset-frontend/src/filters/components/Select/SelectFilterPlugin.stories.tsx`
+
+## How to Add Support
+
+1. Determine the correct import path for the source
+2. Update `generate-superset-components.mjs` to handle the source
+3. Add source to `SUPPORTED_SOURCES` array
+4. Re-run the generator
+
+---
+
+*Auto-generated by generate-superset-components.mjs*

docs/developer_docs/components/design-system/dropdowncontainer.mdx

@@ -0,0 +1,167 @@
+---
+title: DropdownContainer
+sidebar_label: DropdownContainer
+---
+
+<!--
+    Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you under the Apache License, Version 2.0 (the
+    "License"); you may not use this file except in compliance
+    with the License.  You may obtain a copy of the License at
+
+      http://www.apache.org/licenses/LICENSE-2.0
+
+    Unless required by applicable law or agreed to in writing,
+    software distributed under the License is distributed on an
+    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+    KIND, either express or implied.  See the License for the
+    specific language governing permissions and limitations
+    under the License.
+-->
+
+import { StoryWithControls } from '../../../src/components/StorybookWrapper';
+
+# DropdownContainer
+
+DropdownContainer arranges items horizontally and moves overflowing items into a dropdown popover. Resize the container to see the overflow behavior.
+
+## Live Example
+
+<StoryWithControls
+  component="DropdownContainer"
+  props={{
+  style: {
+    maxWidth: 360
+  },
+  items: [
+    {
+      id: "item-0",
+      element: {
+        component: "Tag",
+        props: {
+          children: "Region",
+          color: "blue"
+        }
+      }
+    },
+    {
+      id: "item-1",
+      element: {
+        component: "Tag",
+        props: {
+          children: "Category",
+          color: "blue"
+        }
+      }
+    },
+    {
+      id: "item-2",
+      element: {
+        component: "Tag",
+        props: {
+          children: "Date Range",
+          color: "blue"
+        }
+      }
+    },
+    {
+      id: "item-3",
+      element: {
+        component: "Tag",
+        props: {
+          children: "Status",
+          color: "blue"
+        }
+      }
+    },
+    {
+      id: "item-4",
+      element: {
+        component: "Tag",
+        props: {
+          children: "Owner",
+          color: "blue"
+        }
+      }
+    },
+    {
+      id: "item-5",
+      element: {
+        component: "Tag",
+        props: {
+          children: "Priority",
+          color: "blue"
+        }
+      }
+    }
+  ]
+}}
+  controls={[]}
+/>
+
+## Try It
+
+Edit the code below to experiment with the component:
+
+```tsx live
+function Demo() {
+  const items = Array.from({ length: 6 }, (_, i) => ({
+    id: 'item-' + i,
+    element: React.createElement('div', {
+      style: {
+        minWidth: 120,
+        padding: '4px 12px',
+        background: '#e6f4ff',
+        border: '1px solid #91caff',
+        borderRadius: 4,
+      },
+    }, 'Filter ' + (i + 1)),
+  }));
+  return (
+    <div style={{ width: 400, resize: 'horizontal', overflow: 'auto', border: '1px solid #e8e8e8', padding: 16 }}>
+      <DropdownContainer items={items} />
+      <div style={{ marginTop: 8, color: '#999', fontSize: 12 }}>
+        Drag the right edge to resize and see items overflow into a dropdown
+      </div>
+    </div>
+  );
+}
+```
+
+## With Select Filters
+
+```tsx live
+function SelectFilters() {
+  const items = ['Region', 'Category', 'Date Range', 'Status', 'Owner'].map(
+    (label, i) => ({
+      id: 'filter-' + i,
+      element: React.createElement('div', {
+        style: { minWidth: 150, padding: '4px 12px', background: '#f5f5f5', border: '1px solid #d9d9d9', borderRadius: 4 },
+      }, label + ': All'),
+    })
+  );
+  return (
+    <div style={{ width: 500, resize: 'horizontal', overflow: 'auto', border: '1px solid #e8e8e8', padding: 16 }}>
+      <DropdownContainer items={items} />
+    </div>
+  );
+}
+```
+
+
+
+## Import
+
+```tsx
+import { DropdownContainer } from '@superset/components';
+```
+
+---
+
+:::tip[Improve this page]
+This documentation is auto-generated from the component's Storybook story.
+Help improve it by [editing the story file](https://github.com/apache/superset/edit/master/superset-frontend/packages/superset-ui-core/src/components/DropdownContainer/DropdownContainer.stories.tsx).
+:::

docs/developer_docs/components/design-system/flex.mdx

@@ -0,0 +1,197 @@
+---
+title: Flex
+sidebar_label: Flex
+---
+
+<!--
+    Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you under the Apache License, Version 2.0 (the
+    "License"); you may not use this file except in compliance
+    with the License.  You may obtain a copy of the License at
+
+      http://www.apache.org/licenses/LICENSE-2.0
+
+    Unless required by applicable law or agreed to in writing,
+    software distributed under the License is distributed on an
+    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+    KIND, either express or implied.  See the License for the
+    specific language governing permissions and limitations
+    under the License.
+-->
+
+import { StoryWithControls } from '../../../src/components/StorybookWrapper';
+
+# Flex
+
+The Flex component from Superset's UI library.
+
+## Live Example
+
+<StoryWithControls
+  component="Flex"
+  props={{
+  vertical: false,
+  wrap: "nowrap",
+  justify: "normal",
+  align: "normal",
+  flex: "normal",
+  gap: "small"
+}}
+  controls={[
+  {
+    name: "vertical",
+    label: "Vertical",
+    type: "boolean"
+  },
+  {
+    name: "wrap",
+    label: "Wrap",
+    type: "select",
+    options: [
+      "nowrap",
+      "wrap",
+      "wrap-reverse"
+    ]
+  },
+  {
+    name: "justify",
+    label: "Justify",
+    type: "select",
+    options: [
+      "start",
+      "center",
+      "space-between",
+      "space-around",
+      "space-evenly"
+    ]
+  },
+  {
+    name: "align",
+    label: "Align",
+    type: "select",
+    options: [
+      "start",
+      "center",
+      "end",
+      "stretch"
+    ]
+  },
+  {
+    name: "flex",
+    label: "Flex",
+    type: "string"
+  },
+  {
+    name: "gap",
+    label: "Gap",
+    type: "select",
+    options: [
+      "small",
+      "medium",
+      "large"
+    ]
+  }
+]}
+  sampleChildren={["Item 1","Item 2","Item 3","Item 4","Item 5"]}
+  sampleChildrenStyle={{padding:"8px 16px",background:"#e6f4ff",border:"1px solid #91caff",borderRadius:"4px"}}
+/>
+
+## Try It
+
+Edit the code below to experiment with the component:
+
+```tsx live
+function Demo() {
+  return (
+    <Flex gap="small" wrap="wrap">
+      {['Item 1', 'Item 2', 'Item 3', 'Item 4', 'Item 5'].map(item => (
+        <div
+          key={item}
+          style={{
+            padding: '8px 16px',
+            background: '#e6f4ff',
+            border: '1px solid #91caff',
+            borderRadius: 4,
+          }}
+        >
+          {item}
+        </div>
+      ))}
+    </Flex>
+  );
+}
+```
+
+## Vertical Layout
+
+```tsx live
+function VerticalFlex() {
+  return (
+    <Flex vertical gap="small">
+      <Button buttonStyle="primary">Primary</Button>
+      <Button buttonStyle="dashed">Dashed</Button>
+      <Button buttonStyle="link">Link</Button>
+    </Flex>
+  );
+}
+```
+
+## Justify and Align
+
+```tsx live
+function JustifyAlign() {
+  const boxStyle = {
+    width: '100%',
+    height: 120,
+    borderRadius: 6,
+    border: '1px solid #40a9ff',
+  };
+  const itemStyle = {
+    width: 60,
+    height: 40,
+    backgroundColor: '#1677ff',
+    borderRadius: 4,
+  };
+  return (
+    <div style={{ display: 'flex', flexDirection: 'column', gap: 16 }}>
+      {['flex-start', 'center', 'flex-end', 'space-between', 'space-around'].map(justify => (
+        <div key={justify}>
+          <span style={{ marginBottom: 4, display: 'block', color: '#666' }}>{justify}</span>
+          <Flex style={boxStyle} justify={justify} align="center">
+            <div style={itemStyle} />
+            <div style={itemStyle} />
+            <div style={itemStyle} />
+          </Flex>
+        </div>
+      ))}
+    </div>
+  );
+}
+```
+
+## Props
+
+| Prop | Type | Default | Description |
+|------|------|---------|-------------|
+| `vertical` | `boolean` | `false` | - |
+| `wrap` | `string` | `"nowrap"` | - |
+| `justify` | `string` | `"normal"` | - |
+| `align` | `string` | `"normal"` | - |
+| `flex` | `string` | `"normal"` | - |
+| `gap` | `string` | `"small"` | - |
+
+## Import
+
+```tsx
+import { Flex } from '@superset/components';
+```
+
+---
+
+:::tip[Improve this page]
+This documentation is auto-generated from the component's Storybook story.
+Help improve it by [editing the story file](https://github.com/apache/superset/edit/master/superset-frontend/packages/superset-ui-core/src/components/Flex/Flex.stories.tsx).
+:::

docs/developer_docs/components/design-system/grid.mdx

@@ -0,0 +1,192 @@
+---
+title: Grid
+sidebar_label: Grid
+---
+
+<!--
+    Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you under the Apache License, Version 2.0 (the
+    "License"); you may not use this file except in compliance
+    with the License.  You may obtain a copy of the License at
+
+      http://www.apache.org/licenses/LICENSE-2.0
+
+    Unless required by applicable law or agreed to in writing,
+    software distributed under the License is distributed on an
+    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+    KIND, either express or implied.  See the License for the
+    specific language governing permissions and limitations
+    under the License.
+-->
+
+import { StoryWithControls } from '../../../src/components/StorybookWrapper';
+
+# Grid
+
+The Grid system of Ant Design is based on a 24-grid layout. The `Row` and `Col` components are used to create flexible and responsive grid layouts.
+
+## Live Example
+
+<StoryWithControls
+  component="Grid"
+  renderComponent="Row"
+  props={{
+  align: "top",
+  justify: "start",
+  wrap: true,
+  gutter: 16
+}}
+  controls={[
+  {
+    name: "align",
+    label: "Align",
+    type: "select",
+    options: [
+      "top",
+      "middle",
+      "bottom",
+      "stretch"
+    ],
+    description: "Vertical alignment of columns within the row."
+  },
+  {
+    name: "justify",
+    label: "Justify",
+    type: "select",
+    options: [
+      "start",
+      "end",
+      "center",
+      "space-around",
+      "space-between",
+      "space-evenly"
+    ],
+    description: "Horizontal distribution of columns within the row."
+  },
+  {
+    name: "wrap",
+    label: "Wrap",
+    type: "boolean",
+    description: "Whether columns are allowed to wrap to the next line."
+  },
+  {
+    name: "gutter",
+    label: "Gutter",
+    type: "number",
+    description: "Spacing between columns in pixels."
+  }
+]}
+  sampleChildren={[{"component":"Col","props":{"span":4,"children":"col-4","style":{"background":"#e6f4ff","padding":"8px","border":"1px solid #91caff","textAlign":"center"}}},{"component":"Col","props":{"span":4,"children":"col-4 (tall)","style":{"background":"#e6f4ff","padding":"24px 8px","border":"1px solid #91caff","textAlign":"center"}}},{"component":"Col","props":{"span":4,"children":"col-4","style":{"background":"#e6f4ff","padding":"8px","border":"1px solid #91caff","textAlign":"center"}}}]}
+/>
+
+## Try It
+
+Edit the code below to experiment with the component:
+
+```tsx live
+function Demo() {
+  return (
+    <Row gutter={[16, 16]}>
+      <Col span={12}>
+        <div style={{ background: '#e6f4ff', padding: '8px', border: '1px solid #91caff' }}>col-12</div>
+      </Col>
+      <Col span={12}>
+        <div style={{ background: '#e6f4ff', padding: '8px', border: '1px solid #91caff' }}>col-12</div>
+      </Col>
+      <Col span={8}>
+        <div style={{ background: '#e6f4ff', padding: '8px', border: '1px solid #91caff' }}>col-8</div>
+      </Col>
+      <Col span={8}>
+        <div style={{ background: '#e6f4ff', padding: '8px', border: '1px solid #91caff' }}>col-8</div>
+      </Col>
+      <Col span={8}>
+        <div style={{ background: '#e6f4ff', padding: '8px', border: '1px solid #91caff' }}>col-8</div>
+      </Col>
+    </Row>
+  );
+}
+```
+
+## Responsive Grid
+
+```tsx live
+function ResponsiveGrid() {
+  return (
+    <Row gutter={[16, 16]}>
+      <Col xs={24} sm={12} md={8} lg={6}>
+        <div style={{ background: '#e6f4ff', padding: '16px', border: '1px solid #91caff', textAlign: 'center' }}>
+          Responsive
+        </div>
+      </Col>
+      <Col xs={24} sm={12} md={8} lg={6}>
+        <div style={{ background: '#e6f4ff', padding: '16px', border: '1px solid #91caff', textAlign: 'center' }}>
+          Responsive
+        </div>
+      </Col>
+      <Col xs={24} sm={12} md={8} lg={6}>
+        <div style={{ background: '#e6f4ff', padding: '16px', border: '1px solid #91caff', textAlign: 'center' }}>
+          Responsive
+        </div>
+      </Col>
+      <Col xs={24} sm={12} md={8} lg={6}>
+        <div style={{ background: '#e6f4ff', padding: '16px', border: '1px solid #91caff', textAlign: 'center' }}>
+          Responsive
+        </div>
+      </Col>
+    </Row>
+  );
+}
+```
+
+## Alignment
+
+```tsx live
+function AlignmentDemo() {
+  const boxStyle = { background: '#e6f4ff', padding: '16px 0', border: '1px solid #91caff', textAlign: 'center' };
+  return (
+    <div style={{ display: 'flex', flexDirection: 'column', gap: 16 }}>
+      <Row justify="start" gutter={8}>
+        <Col span={4}><div style={boxStyle}>start</div></Col>
+        <Col span={4}><div style={boxStyle}>start</div></Col>
+      </Row>
+      <Row justify="center" gutter={8}>
+        <Col span={4}><div style={boxStyle}>center</div></Col>
+        <Col span={4}><div style={boxStyle}>center</div></Col>
+      </Row>
+      <Row justify="end" gutter={8}>
+        <Col span={4}><div style={boxStyle}>end</div></Col>
+        <Col span={4}><div style={boxStyle}>end</div></Col>
+      </Row>
+      <Row justify="space-between" gutter={8}>
+        <Col span={4}><div style={boxStyle}>between</div></Col>
+        <Col span={4}><div style={boxStyle}>between</div></Col>
+      </Row>
+    </div>
+  );
+}
+```
+
+## Props
+
+| Prop | Type | Default | Description |
+|------|------|---------|-------------|
+| `align` | `string` | `"top"` | Vertical alignment of columns within the row. |
+| `justify` | `string` | `"start"` | Horizontal distribution of columns within the row. |
+| `wrap` | `boolean` | `true` | Whether columns are allowed to wrap to the next line. |
+| `gutter` | `number` | `16` | Spacing between columns in pixels. |
+
+## Import
+
+```tsx
+import Grid from '@superset/components';
+```
+
+---
+
+:::tip[Improve this page]
+This documentation is auto-generated from the component's Storybook story.
+Help improve it by [editing the story file](https://github.com/apache/superset/edit/master/superset-frontend/packages/superset-ui-core/src/components/Grid/Grid.stories.tsx).
+:::

docs/developer_docs/components/design-system/index.mdx

@@ -0,0 +1,38 @@
+---
+title: Layout Components
+sidebar_label: Layout Components
+sidebar_position: 1
+---
+
+<!--
+    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.
+-->
+
+# Layout Components
+
+7 components available in this category.
+
+## Components
+
+- [DropdownContainer](./dropdowncontainer)
+- [Flex](./flex)
+- [Grid](./grid)
+- [Layout](./layout)
+- [MetadataBar](./metadatabar)
+- [Space](./space)
+- [Table](./table)

docs/developer_docs/components/design-system/layout.mdx

@@ -0,0 +1,139 @@
+---
+title: Layout
+sidebar_label: Layout
+---
+
+<!--
+    Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you under the Apache License, Version 2.0 (the
+    "License"); you may not use this file except in compliance
+    with the License.  You may obtain a copy of the License at
+
+      http://www.apache.org/licenses/LICENSE-2.0
+
+    Unless required by applicable law or agreed to in writing,
+    software distributed under the License is distributed on an
+    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+    KIND, either express or implied.  See the License for the
+    specific language governing permissions and limitations
+    under the License.
+-->
+
+import { StoryWithControls } from '../../../src/components/StorybookWrapper';
+
+# Layout
+
+Ant Design Layout component with configurable Sider, Header, Footer, and Content.
+
+## Live Example
+
+<StoryWithControls
+  component="Layout"
+  props={{
+  hasSider: false,
+  style: {
+    minHeight: 200
+  }
+}}
+  controls={[
+  {
+    name: "hasSider",
+    label: "Has Sider",
+    type: "boolean",
+    description: "Whether the layout contains a Sider sub-component."
+  }
+]}
+  sampleChildren={[{"component":"Layout.Header","props":{"children":"Header","style":{"background":"#001529","color":"#fff","padding":"0 24px","lineHeight":"64px"}}},{"component":"Layout.Content","props":{"children":"Content Area","style":{"padding":"24px","background":"#fff","flex":1}}},{"component":"Layout.Footer","props":{"children":"Footer","style":{"textAlign":"center","background":"#f5f5f5","padding":"12px"}}}]}
+/>
+
+## Try It
+
+Edit the code below to experiment with the component:
+
+```tsx live
+function Demo() {
+  return (
+    <Layout style={{ minHeight: '300px' }}>
+      <Layout.Sider theme="dark" width={200}>
+        <div style={{ color: '#fff', padding: '16px' }}>Sidebar</div>
+      </Layout.Sider>
+      <Layout>
+        <Layout.Header style={{ background: '#fff', padding: '0 16px' }}>
+          Header
+        </Layout.Header>
+        <Layout.Content style={{ margin: '16px', padding: '24px', background: '#fff' }}>
+          Content
+        </Layout.Content>
+        <Layout.Footer style={{ textAlign: 'center' }}>
+          Footer
+        </Layout.Footer>
+      </Layout>
+    </Layout>
+  );
+}
+```
+
+## Content Only
+
+```tsx live
+function ContentOnly() {
+  return (
+    <Layout>
+      <Layout.Header style={{ background: '#001529', color: '#fff', padding: '0 24px', lineHeight: '64px' }}>
+        Application Header
+      </Layout.Header>
+      <Layout.Content style={{ padding: '24px', minHeight: '200px', background: '#fff' }}>
+        Main content area without a sidebar
+      </Layout.Content>
+      <Layout.Footer style={{ textAlign: 'center', background: '#f5f5f5' }}>
+        Footer Content
+      </Layout.Footer>
+    </Layout>
+  );
+}
+```
+
+## Right Sidebar
+
+```tsx live
+function RightSidebar() {
+  return (
+    <Layout style={{ minHeight: '300px' }}>
+      <Layout>
+        <Layout.Header style={{ background: '#fff', padding: '0 24px' }}>
+          Header
+        </Layout.Header>
+        <Layout.Content style={{ padding: '24px', background: '#fff' }}>
+          Content with right sidebar
+        </Layout.Content>
+      </Layout>
+      <Layout.Sider theme="light" width={200} style={{ background: '#fafafa' }}>
+        <div style={{ padding: '16px' }}>Right Sidebar</div>
+      </Layout.Sider>
+    </Layout>
+  );
+}
+```
+
+## Props
+
+| Prop | Type | Default | Description |
+|------|------|---------|-------------|
+| `hasSider` | `boolean` | `false` | Whether the layout contains a Sider sub-component. |
+| `style` | `any` | `{"minHeight":200}` | - |
+
+## Import
+
+```tsx
+import { Layout } from '@superset/components';
+```
+
+---
+
+:::tip[Improve this page]
+This documentation is auto-generated from the component's Storybook story.
+Help improve it by [editing the story file](https://github.com/apache/superset/edit/master/superset-frontend/packages/superset-ui-core/src/components/Layout/Layout.stories.tsx).
+:::

docs/developer_docs/components/design-system/metadatabar.mdx

@@ -0,0 +1,174 @@
+---
+title: MetadataBar
+sidebar_label: MetadataBar
+---
+
+<!--
+    Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you under the Apache License, Version 2.0 (the
+    "License"); you may not use this file except in compliance
+    with the License.  You may obtain a copy of the License at
+
+      http://www.apache.org/licenses/LICENSE-2.0
+
+    Unless required by applicable law or agreed to in writing,
+    software distributed under the License is distributed on an
+    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+    KIND, either express or implied.  See the License for the
+    specific language governing permissions and limitations
+    under the License.
+-->
+
+import { StoryWithControls } from '../../../src/components/StorybookWrapper';
+
+# MetadataBar
+
+MetadataBar displays a row of metadata items (SQL info, owners, last modified, tags, dashboards, etc.) that collapse responsively based on available width.
+
+## Live Example
+
+<StoryWithControls
+  component="MetadataBar"
+  props={{
+  title: "Added to 3 dashboards",
+  createdBy: "Jane Smith",
+  modifiedBy: "Jane Smith",
+  description: "To preview the list of dashboards go to More settings.",
+  items: [
+    {
+      type: "sql",
+      title: "Click to view query"
+    },
+    {
+      type: "owner",
+      createdBy: "Jane Smith",
+      owners: [
+        "John Doe",
+        "Mary Wilson"
+      ],
+      createdOn: "a week ago"
+    },
+    {
+      type: "lastModified",
+      value: "a week ago",
+      modifiedBy: "Jane Smith"
+    },
+    {
+      type: "tags",
+      values: [
+        "management",
+        "research",
+        "poc"
+      ]
+    },
+    {
+      type: "dashboards",
+      title: "Added to 3 dashboards",
+      description: "To preview the list of dashboards go to More settings."
+    }
+  ]
+}}
+  controls={[
+  {
+    name: "title",
+    label: "Title",
+    type: "text"
+  },
+  {
+    name: "createdBy",
+    label: "Created By",
+    type: "text"
+  },
+  {
+    name: "modifiedBy",
+    label: "Modified By",
+    type: "text"
+  },
+  {
+    name: "description",
+    label: "Description",
+    type: "text"
+  }
+]}
+/>
+
+## Try It
+
+Edit the code below to experiment with the component:
+
+```tsx live
+function Demo() {
+  const items = [
+    { type: 'sql', title: 'Click to view query' },
+    {
+      type: 'owner',
+      createdBy: 'Jane Smith',
+      owners: ['John Doe', 'Mary Wilson'],
+      createdOn: 'a week ago',
+    },
+    {
+      type: 'lastModified',
+      value: 'a week ago',
+      modifiedBy: 'Jane Smith',
+    },
+    { type: 'tags', values: ['management', 'research', 'poc'] },
+  ];
+  return <MetadataBar items={items} />;
+}
+```
+
+## Minimal Metadata
+
+```tsx live
+function MinimalMetadata() {
+  const items = [
+    { type: 'owner', createdBy: 'Admin', owners: ['Admin'], createdOn: 'yesterday' },
+    { type: 'lastModified', value: '2 hours ago', modifiedBy: 'Admin' },
+  ];
+  return <MetadataBar items={items} />;
+}
+```
+
+## Full Metadata
+
+```tsx live
+function FullMetadata() {
+  const items = [
+    { type: 'sql', title: 'SELECT * FROM ...' },
+    { type: 'owner', createdBy: 'Jane Smith', owners: ['Jane Smith', 'John Doe', 'Bob Wilson'], createdOn: '2 weeks ago' },
+    { type: 'lastModified', value: '3 days ago', modifiedBy: 'John Doe' },
+    { type: 'tags', values: ['production', 'finance', 'quarterly'] },
+    { type: 'dashboards', title: 'Used in 12 dashboards' },
+    { type: 'description', value: 'This chart shows quarterly revenue breakdown by region and product line.' },
+    { type: 'rows', title: '1.2M rows' },
+    { type: 'table', title: 'public.revenue_data' },
+  ];
+  return <MetadataBar items={items} />;
+}
+```
+
+## Props
+
+| Prop | Type | Default | Description |
+|------|------|---------|-------------|
+| `title` | `string` | `"Added to 3 dashboards"` | - |
+| `createdBy` | `string` | `"Jane Smith"` | - |
+| `modifiedBy` | `string` | `"Jane Smith"` | - |
+| `description` | `string` | `"To preview the list of dashboards go to More settings."` | - |
+| `items` | `any` | `[{"type":"sql","title":"Click to view query"},{"type":"owner","createdBy":"Jane Smith","owners":["John Doe","Mary Wilson"],"createdOn":"a week ago"},{"type":"lastModified","value":"a week ago","modifiedBy":"Jane Smith"},{"type":"tags","values":["management","research","poc"]},{"type":"dashboards","title":"Added to 3 dashboards","description":"To preview the list of dashboards go to More settings."}]` | - |
+
+## Import
+
+```tsx
+import MetadataBar from '@superset/components';
+```
+
+---
+
+:::tip[Improve this page]
+This documentation is auto-generated from the component's Storybook story.
+Help improve it by [editing the story file](https://github.com/apache/superset/edit/master/superset-frontend/packages/superset-ui-core/src/components/MetadataBar/MetadataBar.stories.tsx).
+:::

docs/developer_docs/components/design-system/space.mdx

@@ -0,0 +1,168 @@
+---
+title: Space
+sidebar_label: Space
+---
+
+<!--
+    Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you under the Apache License, Version 2.0 (the
+    "License"); you may not use this file except in compliance
+    with the License.  You may obtain a copy of the License at
+
+      http://www.apache.org/licenses/LICENSE-2.0
+
+    Unless required by applicable law or agreed to in writing,
+    software distributed under the License is distributed on an
+    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+    KIND, either express or implied.  See the License for the
+    specific language governing permissions and limitations
+    under the License.
+-->
+
+import { StoryWithControls } from '../../../src/components/StorybookWrapper';
+
+# Space
+
+The Space component from Superset's UI library.
+
+## Live Example
+
+<StoryWithControls
+  component="Space"
+  props={{
+  direction: "horizontal",
+  size: "small",
+  wrap: false
+}}
+  controls={[
+  {
+    name: "direction",
+    label: "Direction",
+    type: "select",
+    options: [
+      "vertical",
+      "horizontal"
+    ]
+  },
+  {
+    name: "size",
+    label: "Size",
+    type: "select",
+    options: [
+      "small",
+      "middle",
+      "large"
+    ]
+  },
+  {
+    name: "wrap",
+    label: "Wrap",
+    type: "boolean"
+  },
+  {
+    name: "align",
+    label: "Align",
+    type: "select",
+    options: [
+      "start",
+      "end",
+      "center",
+      "baseline"
+    ]
+  }
+]}
+  sampleChildren={["Item 1","Item 2","Item 3","Item 4","Item 5"]}
+  sampleChildrenStyle={{padding:"8px 16px",background:"#e6f4ff",border:"1px solid #91caff",borderRadius:"4px"}}
+/>
+
+## Try It
+
+Edit the code below to experiment with the component:
+
+```tsx live
+function Demo() {
+  return (
+    <Space size="small">
+      {['Item 1', 'Item 2', 'Item 3', 'Item 4', 'Item 5'].map(item => (
+        <div
+          key={item}
+          style={{
+            padding: '8px 16px',
+            background: '#e6f4ff',
+            border: '1px solid #91caff',
+            borderRadius: 4,
+          }}
+        >
+          {item}
+        </div>
+      ))}
+    </Space>
+  );
+}
+```
+
+## Vertical Space
+
+```tsx live
+function VerticalSpace() {
+  return (
+    <Space direction="vertical" size="middle" style={{ display: 'flex' }}>
+      <Button buttonStyle="primary">Primary</Button>
+      <Button buttonStyle="secondary">Secondary</Button>
+      <Button buttonStyle="dashed">Dashed</Button>
+    </Space>
+  );
+}
+```
+
+## Space Sizes
+
+```tsx live
+function SpaceSizes() {
+  const items = ['Item 1', 'Item 2', 'Item 3'];
+  const itemStyle = {
+    padding: '8px 16px',
+    background: '#e6f4ff',
+    border: '1px solid #91caff',
+    borderRadius: 4,
+  };
+  return (
+    <div style={{ display: 'flex', flexDirection: 'column', gap: 24 }}>
+      {['small', 'middle', 'large'].map(size => (
+        <div key={size}>
+          <h4>{size}</h4>
+          <Space size={size}>
+            {items.map(item => (
+              <div key={item} style={itemStyle}>{item}</div>
+            ))}
+          </Space>
+        </div>
+      ))}
+    </div>
+  );
+}
+```
+
+## Props
+
+| Prop | Type | Default | Description |
+|------|------|---------|-------------|
+| `direction` | `string` | `"horizontal"` | - |
+| `size` | `string` | `"small"` | - |
+| `wrap` | `boolean` | `false` | - |
+
+## Import
+
+```tsx
+import { Space } from '@superset/components';
+```
+
+---
+
+:::tip[Improve this page]
+This documentation is auto-generated from the component's Storybook story.
+Help improve it by [editing the story file](https://github.com/apache/superset/edit/master/superset-frontend/packages/superset-ui-core/src/components/Space/Space.stories.tsx).
+:::

docs/developer_docs/components/design-system/table.mdx

@@ -0,0 +1,311 @@
+---
+title: Table
+sidebar_label: Table
+---
+
+<!--
+    Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you under the Apache License, Version 2.0 (the
+    "License"); you may not use this file except in compliance
+    with the License.  You may obtain a copy of the License at
+
+      http://www.apache.org/licenses/LICENSE-2.0
+
+    Unless required by applicable law or agreed to in writing,
+    software distributed under the License is distributed on an
+    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+    KIND, either express or implied.  See the License for the
+    specific language governing permissions and limitations
+    under the License.
+-->
+
+import { StoryWithControls } from '../../../src/components/StorybookWrapper';
+
+# Table
+
+A data table component with sorting, pagination, row selection, resizable columns, reorderable columns, and virtualization for large datasets.
+
+## Live Example
+
+<StoryWithControls
+  component="Table"
+  props={{
+  size: "small",
+  bordered: false,
+  loading: false,
+  sticky: true,
+  resizable: false,
+  reorderable: false,
+  usePagination: false,
+  key: 5,
+  name: "1GB USB Flash Drive",
+  category: "Portable Storage",
+  price: 9.99,
+  height: 350,
+  defaultPageSize: 5,
+  pageSizeOptions: [
+    "5",
+    "10"
+  ],
+  data: [
+    {
+      key: 1,
+      name: "Floppy Disk 10 pack",
+      category: "Disk Storage",
+      price: 9.99
+    },
+    {
+      key: 2,
+      name: "DVD 100 pack",
+      category: "Optical Storage",
+      price: 27.99
+    },
+    {
+      key: 3,
+      name: "128 GB SSD",
+      category: "Harddrive",
+      price: 49.99
+    },
+    {
+      key: 4,
+      name: "4GB 144mhz",
+      category: "Memory",
+      price: 19.99
+    },
+    {
+      key: 5,
+      name: "1GB USB Flash Drive",
+      category: "Portable Storage",
+      price: 9.99
+    },
+    {
+      key: 6,
+      name: "256 GB SSD",
+      category: "Harddrive",
+      price: 89.99
+    },
+    {
+      key: 7,
+      name: "1 TB SSD",
+      category: "Harddrive",
+      price: 349.99
+    },
+    {
+      key: 8,
+      name: "16 GB DDR4",
+      category: "Memory",
+      price: 59.99
+    },
+    {
+      key: 9,
+      name: "32 GB DDR5",
+      category: "Memory",
+      price: 129.99
+    },
+    {
+      key: 10,
+      name: "Blu-ray 50 pack",
+      category: "Optical Storage",
+      price: 34.99
+    },
+    {
+      key: 11,
+      name: "64 GB USB Drive",
+      category: "Portable Storage",
+      price: 14.99
+    },
+    {
+      key: 12,
+      name: "2 TB HDD",
+      category: "Harddrive",
+      price: 59.99
+    }
+  ],
+  columns: [
+    {
+      title: "Name",
+      dataIndex: "name",
+      key: "name",
+      width: 200
+    },
+    {
+      title: "Category",
+      dataIndex: "category",
+      key: "category",
+      width: 150
+    },
+    {
+      title: "Price",
+      dataIndex: "price",
+      key: "price",
+      width: 100
+    }
+  ]
+}}
+  controls={[
+  {
+    name: "size",
+    label: "Size",
+    type: "select",
+    options: [
+      "small",
+      "middle",
+      "large"
+    ],
+    description: "Table size."
+  },
+  {
+    name: "bordered",
+    label: "Bordered",
+    type: "boolean",
+    description: "Whether to show all table borders."
+  },
+  {
+    name: "loading",
+    label: "Loading",
+    type: "boolean",
+    description: "Whether the table is in a loading state."
+  },
+  {
+    name: "sticky",
+    label: "Sticky",
+    type: "boolean",
+    description: "Whether the table header is sticky."
+  },
+  {
+    name: "resizable",
+    label: "Resizable",
+    type: "boolean",
+    description: "Whether columns can be resized by dragging column edges."
+  },
+  {
+    name: "reorderable",
+    label: "Reorderable",
+    type: "boolean",
+    description: "EXPERIMENTAL: Whether columns can be reordered by dragging. May not work in all contexts."
+  },
+  {
+    name: "usePagination",
+    label: "Use Pagination",
+    type: "boolean",
+    description: "Whether to enable pagination. When enabled, the table displays 5 rows per page."
+  },
+  {
+    name: "key",
+    label: "Key",
+    type: "number"
+  },
+  {
+    name: "name",
+    label: "Name",
+    type: "text"
+  },
+  {
+    name: "category",
+    label: "Category",
+    type: "text"
+  },
+  {
+    name: "price",
+    label: "Price",
+    type: "number"
+  }
+]}
+/>
+
+## Try It
+
+Edit the code below to experiment with the component:
+
+```tsx live
+function Demo() {
+  const data = [
+    { key: 1, name: 'PostgreSQL', type: 'Database', status: 'Active' },
+    { key: 2, name: 'MySQL', type: 'Database', status: 'Active' },
+    { key: 3, name: 'SQLite', type: 'Database', status: 'Inactive' },
+    { key: 4, name: 'Presto', type: 'Query Engine', status: 'Active' },
+  ];
+  const columns = [
+    { title: 'Name', dataIndex: 'name', key: 'name', width: 150 },
+    { title: 'Type', dataIndex: 'type', key: 'type' },
+    { title: 'Status', dataIndex: 'status', key: 'status', width: 100 },
+  ];
+  return <Table data={data} columns={columns} size="small" />;
+}
+```
+
+## With Pagination
+
+```tsx live
+function PaginatedTable() {
+  const data = Array.from({ length: 20 }, (_, i) => ({
+    key: i,
+    name: 'Record ' + (i + 1),
+    value: Math.round(Math.random() * 1000),
+    category: ['A', 'B', 'C'][i % 3],
+  }));
+  const columns = [
+    { title: 'Name', dataIndex: 'name', key: 'name' },
+    { title: 'Value', dataIndex: 'value', key: 'value', width: 100 },
+    { title: 'Category', dataIndex: 'category', key: 'category', width: 100 },
+  ];
+  return (
+    <Table
+      data={data}
+      columns={columns}
+      size="small"
+      pageSizeOptions={['5', '10']}
+      defaultPageSize={5}
+    />
+  );
+}
+```
+
+## Loading State
+
+```tsx live
+function LoadingTable() {
+  const columns = [
+    { title: 'Name', dataIndex: 'name', key: 'name' },
+    { title: 'Status', dataIndex: 'status', key: 'status' },
+  ];
+  return <Table data={[]} columns={columns} size="small" loading />;
+}
+```
+
+## Props
+
+| Prop | Type | Default | Description |
+|------|------|---------|-------------|
+| `size` | `string` | `"small"` | Table size. |
+| `bordered` | `boolean` | `false` | Whether to show all table borders. |
+| `loading` | `boolean` | `false` | Whether the table is in a loading state. |
+| `sticky` | `boolean` | `true` | Whether the table header is sticky. |
+| `resizable` | `boolean` | `false` | Whether columns can be resized by dragging column edges. |
+| `reorderable` | `boolean` | `false` | EXPERIMENTAL: Whether columns can be reordered by dragging. May not work in all contexts. |
+| `usePagination` | `boolean` | `false` | Whether to enable pagination. When enabled, the table displays 5 rows per page. |
+| `key` | `number` | `5` | - |
+| `name` | `string` | `"1GB USB Flash Drive"` | - |
+| `category` | `string` | `"Portable Storage"` | - |
+| `price` | `number` | `9.99` | - |
+| `height` | `number` | `350` | - |
+| `defaultPageSize` | `number` | `5` | - |
+| `pageSizeOptions` | `any` | `["5","10"]` | - |
+| `data` | `any` | `[{"key":1,"name":"Floppy Disk 10 pack","category":"Disk Storage","price":9.99},{"key":2,"name":"DVD 100 pack","category":"Optical Storage","price":27.99},{"key":3,"name":"128 GB SSD","category":"Harddrive","price":49.99},{"key":4,"name":"4GB 144mhz","category":"Memory","price":19.99},{"key":5,"name":"1GB USB Flash Drive","category":"Portable Storage","price":9.99},{"key":6,"name":"256 GB SSD","category":"Harddrive","price":89.99},{"key":7,"name":"1 TB SSD","category":"Harddrive","price":349.99},{"key":8,"name":"16 GB DDR4","category":"Memory","price":59.99},{"key":9,"name":"32 GB DDR5","category":"Memory","price":129.99},{"key":10,"name":"Blu-ray 50 pack","category":"Optical Storage","price":34.99},{"key":11,"name":"64 GB USB Drive","category":"Portable Storage","price":14.99},{"key":12,"name":"2 TB HDD","category":"Harddrive","price":59.99}]` | - |
+| `columns` | `any` | `[{"title":"Name","dataIndex":"name","key":"name","width":200},{"title":"Category","dataIndex":"category","key":"category","width":150},{"title":"Price","dataIndex":"price","key":"price","width":100}]` | - |
+
+## Import
+
+```tsx
+import { Table } from '@superset/components';
+```
+
+---
+
+:::tip[Improve this page]
+This documentation is auto-generated from the component's Storybook story.
+Help improve it by [editing the story file](https://github.com/apache/superset/edit/master/superset-frontend/packages/superset-ui-core/src/components/Table/Table.stories.tsx).
+:::

docs/developer_docs/components/index.mdx

@@ -0,0 +1,74 @@
+---
+title: UI Components Overview
+sidebar_label: Overview
+sidebar_position: 0
+---
+
+<!--
+    Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you under the Apache License, Version 2.0 (the
+    "License"); you may not use this file except in compliance
+    with the License.  You may obtain a copy of the License at
+
+      http://www.apache.org/licenses/LICENSE-2.0
+
+    Unless required by applicable law or agreed to in writing,
+    software distributed under the License is distributed on an
+    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+    KIND, either express or implied.  See the License for the
+    specific language governing permissions and limitations
+    under the License.
+-->
+
+# Superset Design System
+
+A design system is a complete set of standards intended to manage design at scale using reusable components and patterns.
+
+The Superset Design System uses [Atomic Design](https://bradfrost.com/blog/post/atomic-web-design/) principles with adapted terminology:
+
+| Atomic Design | Atoms | Molecules | Organisms | Templates | Pages / Screens |
+|---|:---:|:---:|:---:|:---:|:---:|
+| **Superset Design** | Foundations | Components | Patterns | Templates | Features |
+
+<img src="/img/atomic-design.png" alt="Atoms = Foundations, Molecules = Components, Organisms = Patterns, Templates = Templates, Pages / Screens = Features" style={{maxWidth: '100%'}} />
+
+---
+
+## Component Library
+
+Interactive documentation for Superset's UI component library. **53 components** documented across 2 categories.
+
+### [Core Components](./ui/)
+46 components — Buttons, inputs, modals, selects, and other fundamental UI elements.
+
+### [Layout Components](./design-system/)
+7 components — Grid, Layout, Table, Flex, Space, and container components for page structure.
+
+
+## Usage
+
+All components are exported from `@superset-ui/core/components`:
+
+```tsx
+import { Button, Modal, Select } from '@superset-ui/core/components';
+```
+
+## Contributing
+
+This documentation is auto-generated from Storybook stories. To add or update component documentation:
+
+1. Create or update the component's `.stories.tsx` file
+2. Add a descriptive `title` and `description` in the story meta
+3. Export an interactive story with `args` for configurable props
+4. Run `yarn generate:superset-components` in the `docs/` directory
+
+:::info Work in Progress
+This component library is actively being documented. See the [Components TODO](./TODO) page for a list of components awaiting documentation.
+:::
+
+---
+
+*Auto-generated from Storybook stories in the [Design System/Introduction](https://github.com/apache/superset/blob/master/superset-frontend/packages/superset-ui-core/src/components/DesignSystem.stories.tsx) story.*

docs/developer_docs/components/ui/autocomplete.mdx

@@ -0,0 +1,215 @@
+---
+title: AutoComplete
+sidebar_label: AutoComplete
+---
+
+<!--
+    Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you under the Apache License, Version 2.0 (the
+    "License"); you may not use this file except in compliance
+    with the License.  You may obtain a copy of the License at
+
+      http://www.apache.org/licenses/LICENSE-2.0
+
+    Unless required by applicable law or agreed to in writing,
+    software distributed under the License is distributed on an
+    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+    KIND, either express or implied.  See the License for the
+    specific language governing permissions and limitations
+    under the License.
+-->
+
+import { StoryWithControls } from '../../../src/components/StorybookWrapper';
+
+# AutoComplete
+
+AutoComplete component for search functionality.
+
+## Live Example
+
+<StoryWithControls
+  component="AutoComplete"
+  props={{
+  placeholder: "Type to search...",
+  options: [
+    {
+      value: "Dashboard",
+      label: "Dashboard"
+    },
+    {
+      value: "Chart",
+      label: "Chart"
+    },
+    {
+      value: "Dataset",
+      label: "Dataset"
+    },
+    {
+      value: "Database",
+      label: "Database"
+    },
+    {
+      value: "Query",
+      label: "Query"
+    }
+  ],
+  style: {
+    width: 300
+  },
+  filterOption: true
+}}
+  controls={[
+  {
+    name: "placeholder",
+    label: "Placeholder",
+    type: "text",
+    description: "Placeholder text for AutoComplete"
+  },
+  {
+    name: "style",
+    label: "Style",
+    type: "object",
+    description: "Custom styles for AutoComplete"
+  },
+  {
+    name: "value",
+    label: "Value",
+    type: "text",
+    description: "Selected option"
+  },
+  {
+    name: "disabled",
+    label: "Disabled",
+    type: "boolean",
+    description: "Disable the AutoComplete"
+  },
+  {
+    name: "popupMatchSelectWidth",
+    label: "Popup Match Select Width",
+    type: "number",
+    description: "Width of the dropdown"
+  },
+  {
+    name: "allowClear",
+    label: "Allow Clear",
+    type: "boolean",
+    description: "Show clear button"
+  },
+  {
+    name: "autoFocus",
+    label: "Auto Focus",
+    type: "boolean",
+    description: "If get focus when component mounted"
+  },
+  {
+    name: "backfill",
+    label: "Backfill",
+    type: "boolean",
+    description: "If backfill selected item the input when using keyboard"
+  },
+  {
+    name: "popupClassName",
+    label: "Popup Class Name",
+    type: "text",
+    description: "The className of dropdown menu"
+  },
+  {
+    name: "filterOption",
+    label: "Filter Option",
+    type: "boolean",
+    description: "Enable filtering of options based on input"
+  },
+  {
+    name: "notFoundContent",
+    label: "Not Found Content",
+    type: "text",
+    description: "Specify content to show when no result matches."
+  },
+  {
+    name: "open",
+    label: "Open",
+    type: "boolean",
+    description: "Controlled open state of dropdown"
+  },
+  {
+    name: "status",
+    label: "Status",
+    type: "select",
+    options: [
+      "error",
+      "warning"
+    ],
+    description: "Set validation status"
+  },
+  {
+    name: "size",
+    label: "Size",
+    type: "select",
+    options: [
+      "large",
+      "middle",
+      "small"
+    ],
+    description: "The size of the input box"
+  },
+  {
+    name: "variant",
+    label: "Variant",
+    type: "select",
+    options: [
+      "outlined",
+      "borderless",
+      "filled"
+    ],
+    description: "Variants of input"
+  },
+  {
+    name: "virtual",
+    label: "Virtual",
+    type: "boolean",
+    description: "Disable virtual scroll when set to false"
+  }
+]}
+/>
+
+## Try It
+
+Edit the code below to experiment with the component:
+
+```tsx live
+function Demo() {
+  return (
+    <AutoComplete
+      placeholder="Type to search..."
+      options={[{"value":"Dashboard","label":"Dashboard"},{"value":"Chart","label":"Chart"},{"value":"Dataset","label":"Dataset"},{"value":"Database","label":"Database"},{"value":"Query","label":"Query"}]}
+      style={{"width":300}}
+      filterOption
+    />
+  );
+}
+```
+
+## Props
+
+| Prop | Type | Default | Description |
+|------|------|---------|-------------|
+| `placeholder` | `string` | `"Type to search..."` | Placeholder text for AutoComplete |
+| `options` | `any` | `[{"value":"Dashboard","label":"Dashboard"},{"value":"Chart","label":"Chart"},{"value":"Dataset","label":"Dataset"},{"value":"Database","label":"Database"},{"value":"Query","label":"Query"}]` | The dropdown options |
+| `style` | `any` | `{"width":300}` | Custom styles for AutoComplete |
+| `filterOption` | `boolean` | `true` | Enable filtering of options based on input |
+
+## Import
+
+```tsx
+import { AutoComplete } from '@superset/components';
+```
+
+---
+
+:::tip[Improve this page]
+This documentation is auto-generated from the component's Storybook story.
+Help improve it by [editing the story file](https://github.com/apache/superset/edit/master/superset-frontend/packages/superset-ui-core/src/components/AutoComplete/AutoComplete.stories.tsx).
+:::

docs/developer_docs/components/ui/avatar.mdx

@@ -0,0 +1,140 @@
+---
+title: Avatar
+sidebar_label: Avatar
+---
+
+<!--
+    Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you under the Apache License, Version 2.0 (the
+    "License"); you may not use this file except in compliance
+    with the License.  You may obtain a copy of the License at
+
+      http://www.apache.org/licenses/LICENSE-2.0
+
+    Unless required by applicable law or agreed to in writing,
+    software distributed under the License is distributed on an
+    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+    KIND, either express or implied.  See the License for the
+    specific language governing permissions and limitations
+    under the License.
+-->
+
+import { StoryWithControls } from '../../../src/components/StorybookWrapper';
+
+# Avatar
+
+The Avatar component from Superset's UI library.
+
+## Live Example
+
+<StoryWithControls
+  component="Avatar"
+  props={{
+  children: "AB",
+  alt: "",
+  gap: 4,
+  shape: "circle",
+  size: "default",
+  src: "",
+  draggable: false
+}}
+  controls={[
+  {
+    name: "children",
+    label: "Children",
+    type: "text",
+    description: "Text or initials to display inside the avatar."
+  },
+  {
+    name: "alt",
+    label: "Alt",
+    type: "text"
+  },
+  {
+    name: "gap",
+    label: "Gap",
+    type: "number",
+    description: "Letter spacing inside the avatar."
+  },
+  {
+    name: "shape",
+    label: "Shape",
+    type: "select",
+    options: [
+      "circle",
+      "square"
+    ],
+    description: "The shape of the avatar."
+  },
+  {
+    name: "size",
+    label: "Size",
+    type: "select",
+    options: [
+      "small",
+      "default",
+      "large"
+    ],
+    description: "The size of the avatar."
+  },
+  {
+    name: "src",
+    label: "Src",
+    type: "text",
+    description: "Image URL for the avatar. If provided, overrides children."
+  },
+  {
+    name: "draggable",
+    label: "Draggable",
+    type: "boolean"
+  }
+]}
+/>
+
+## Try It
+
+Edit the code below to experiment with the component:
+
+```tsx live
+function Demo() {
+  return (
+    <Avatar
+      alt=""
+      gap={4}
+      shape="circle"
+      size="default"
+      src=""
+    >
+      AB
+    </Avatar>
+  );
+}
+```
+
+## Props
+
+| Prop | Type | Default | Description |
+|------|------|---------|-------------|
+| `children` | `string` | `"AB"` | Text or initials to display inside the avatar. |
+| `alt` | `string` | `""` | - |
+| `gap` | `number` | `4` | Letter spacing inside the avatar. |
+| `shape` | `string` | `"circle"` | The shape of the avatar. |
+| `size` | `string` | `"default"` | The size of the avatar. |
+| `src` | `string` | `""` | Image URL for the avatar. If provided, overrides children. |
+| `draggable` | `boolean` | `false` | - |
+
+## Import
+
+```tsx
+import { Avatar } from '@superset/components';
+```
+
+---
+
+:::tip[Improve this page]
+This documentation is auto-generated from the component's Storybook story.
+Help improve it by [editing the story file](https://github.com/apache/superset/edit/master/superset-frontend/packages/superset-ui-core/src/components/Avatar/Avatar.stories.tsx).
+:::

docs/developer_docs/components/ui/badge.mdx

@@ -0,0 +1,160 @@
+---
+title: Badge
+sidebar_label: Badge
+---
+
+<!--
+    Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you under the Apache License, Version 2.0 (the
+    "License"); you may not use this file except in compliance
+    with the License.  You may obtain a copy of the License at
+
+      http://www.apache.org/licenses/LICENSE-2.0
+
+    Unless required by applicable law or agreed to in writing,
+    software distributed under the License is distributed on an
+    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+    KIND, either express or implied.  See the License for the
+    specific language governing permissions and limitations
+    under the License.
+-->
+
+import { StoryWithControls } from '../../../src/components/StorybookWrapper';
+
+# Badge
+
+The Badge component from Superset's UI library.
+
+## Live Example
+
+<StoryWithControls
+  component="Badge"
+  props={{
+  count: 5,
+  size: "default",
+  showZero: false,
+  overflowCount: 99
+}}
+  controls={[
+  {
+    name: "count",
+    label: "Count",
+    type: "number",
+    description: "Number to show in the badge."
+  },
+  {
+    name: "size",
+    label: "Size",
+    type: "select",
+    options: [
+      "default",
+      "small"
+    ],
+    description: "Size of the badge."
+  },
+  {
+    name: "showZero",
+    label: "Show Zero",
+    type: "boolean",
+    description: "Whether to show badge when count is zero."
+  },
+  {
+    name: "overflowCount",
+    label: "Overflow Count",
+    type: "number",
+    description: "Max count to show. Shows count+ when exceeded (e.g., 99+)."
+  },
+  {
+    name: "color",
+    label: "Color",
+    type: "select",
+    options: [
+      "pink",
+      "red",
+      "yellow",
+      "orange",
+      "cyan",
+      "green",
+      "blue",
+      "purple",
+      "geekblue",
+      "magenta",
+      "volcano",
+      "gold",
+      "lime"
+    ],
+    description: "Custom background color for the badge."
+  }
+]}
+/>
+
+## Try It
+
+Edit the code below to experiment with the component:
+
+```tsx live
+function Demo() {
+  return (
+    <Badge
+      count={5}
+      size="default"
+      overflowCount={99}
+    />
+  );
+}
+```
+
+## Status Badge
+
+```tsx live
+function StatusBadgeDemo() {
+  const statuses = ['default', 'success', 'processing', 'warning', 'error'];
+  return (
+    <div style={{ display: 'flex', flexDirection: 'column', gap: 12 }}>
+      {statuses.map(status => (
+        <Badge key={status} status={status} text={`Status: ${status}`} />
+      ))}
+    </div>
+  );
+}
+```
+
+## Color Gallery
+
+```tsx live
+function ColorGallery() {
+  const colors = ['pink', 'red', 'orange', 'green', 'cyan', 'blue', 'purple'];
+  return (
+    <div style={{ display: 'flex', gap: 16, flexWrap: 'wrap' }}>
+      {colors.map(color => (
+        <Badge key={color} count={9} color={color} />
+      ))}
+    </div>
+  );
+}
+```
+
+## Props
+
+| Prop | Type | Default | Description |
+|------|------|---------|-------------|
+| `count` | `number` | `5` | Number to show in the badge. |
+| `size` | `string` | `"default"` | Size of the badge. |
+| `showZero` | `boolean` | `false` | Whether to show badge when count is zero. |
+| `overflowCount` | `number` | `99` | Max count to show. Shows count+ when exceeded (e.g., 99+). |
+
+## Import
+
+```tsx
+import { Badge } from '@superset/components';
+```
+
+---
+
+:::tip[Improve this page]
+This documentation is auto-generated from the component's Storybook story.
+Help improve it by [editing the story file](https://github.com/apache/superset/edit/master/superset-frontend/packages/superset-ui-core/src/components/Badge/Badge.stories.tsx).
+:::

docs/developer_docs/components/ui/breadcrumb.mdx

@@ -0,0 +1,93 @@
+---
+title: Breadcrumb
+sidebar_label: Breadcrumb
+---
+
+<!--
+    Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you under the Apache License, Version 2.0 (the
+    "License"); you may not use this file except in compliance
+    with the License.  You may obtain a copy of the License at
+
+      http://www.apache.org/licenses/LICENSE-2.0
+
+    Unless required by applicable law or agreed to in writing,
+    software distributed under the License is distributed on an
+    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+    KIND, either express or implied.  See the License for the
+    specific language governing permissions and limitations
+    under the License.
+-->
+
+import { StoryWithControls } from '../../../src/components/StorybookWrapper';
+
+# Breadcrumb
+
+Breadcrumb component for displaying navigation paths.
+
+## Live Example
+
+<StoryWithControls
+  component="Breadcrumb"
+  props={{
+  items: [
+    {
+      title: "Home",
+      href: "/"
+    },
+    {
+      title: "Library",
+      href: "/library"
+    },
+    {
+      title: "Data"
+    }
+  ],
+  separator: "/"
+}}
+  controls={[
+  {
+    name: "separator",
+    label: "Separator",
+    type: "text",
+    description: "Custom separator between items"
+  }
+]}
+/>
+
+## Try It
+
+Edit the code below to experiment with the component:
+
+```tsx live
+function Demo() {
+  return (
+    <Breadcrumb
+      items={[
+        { title: 'Home', href: '/' },
+        { title: 'Library', href: '/library' },
+        { title: 'Data' },
+      ]}
+      separator="/"
+    />
+  );
+}
+```
+
+
+
+## Import
+
+```tsx
+import { Breadcrumb } from '@superset/components';
+```
+
+---
+
+:::tip[Improve this page]
+This documentation is auto-generated from the component's Storybook story.
+Help improve it by [editing the story file](https://github.com/apache/superset/edit/master/superset-frontend/packages/superset-ui-core/src/components/Breadcrumb/Breadcrumb.stories.tsx).
+:::

docs/developer_docs/components/ui/button.mdx

@@ -0,0 +1,142 @@
+---
+title: Button
+sidebar_label: Button
+---
+
+<!--
+    Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you under the Apache License, Version 2.0 (the
+    "License"); you may not use this file except in compliance
+    with the License.  You may obtain a copy of the License at
+
+      http://www.apache.org/licenses/LICENSE-2.0
+
+    Unless required by applicable law or agreed to in writing,
+    software distributed under the License is distributed on an
+    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+    KIND, either express or implied.  See the License for the
+    specific language governing permissions and limitations
+    under the License.
+-->
+
+import { StoryWithControls, ComponentGallery } from '../../../src/components/StorybookWrapper';
+
+# Button
+
+The Button component from Superset's UI library.
+
+## All Variants
+
+<ComponentGallery
+  component="Button"
+  sizes={["xsmall","small","default"]}
+  styles={["primary","secondary","dashed","danger","link"]}
+  sizeProp="buttonSize"
+  styleProp="buttonStyle"
+/>
+
+## Live Example
+
+<StoryWithControls
+  component="Button"
+  props={{
+  buttonStyle: "default",
+  buttonSize: "default",
+  children: "Button!"
+}}
+  controls={[
+  {
+    name: "buttonStyle",
+    label: "Button Style",
+    type: "select",
+    options: [
+      "primary",
+      "secondary",
+      "dashed",
+      "danger",
+      "link"
+    ],
+    description: "The style variant of the button."
+  },
+  {
+    name: "buttonSize",
+    label: "Button Size",
+    type: "select",
+    options: [
+      "xsmall",
+      "small",
+      "default"
+    ],
+    description: "The size of the button."
+  },
+  {
+    name: "children",
+    label: "Children",
+    type: "text",
+    description: "The button text or content."
+  },
+  {
+    name: "target",
+    label: "Target",
+    type: "select"
+  },
+  {
+    name: "href",
+    label: "Href",
+    type: "select"
+  },
+  {
+    name: "disabled",
+    label: "Disabled",
+    type: "boolean",
+    description: "Whether the button is disabled."
+  },
+  {
+    name: "loading",
+    label: "Loading",
+    type: "boolean",
+    description: "Whether to show loading spinner."
+  }
+]}
+/>
+
+## Try It
+
+Edit the code below to experiment with the component:
+
+```tsx live
+function Demo() {
+  return (
+    <Button
+      buttonStyle="default"
+      buttonSize="default"
+    >
+      Button!
+    </Button>
+  );
+}
+```
+
+## Props
+
+| Prop | Type | Default | Description |
+|------|------|---------|-------------|
+| `buttonStyle` | `string` | `"default"` | The style variant of the button. |
+| `buttonSize` | `string` | `"default"` | The size of the button. |
+| `children` | `string` | `"Button!"` | The button text or content. |
+
+## Import
+
+```tsx
+import { Button } from '@superset/components';
+```
+
+---
+
+:::tip[Improve this page]
+This documentation is auto-generated from the component's Storybook story.
+Help improve it by [editing the story file](https://github.com/apache/superset/edit/master/superset-frontend/packages/superset-ui-core/src/components/Button/Button.stories.tsx).
+:::

docs/developer_docs/components/ui/buttongroup.mdx

@@ -0,0 +1,88 @@
+---
+title: ButtonGroup
+sidebar_label: ButtonGroup
+---
+
+<!--
+    Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you under the Apache License, Version 2.0 (the
+    "License"); you may not use this file except in compliance
+    with the License.  You may obtain a copy of the License at
+
+      http://www.apache.org/licenses/LICENSE-2.0
+
+    Unless required by applicable law or agreed to in writing,
+    software distributed under the License is distributed on an
+    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+    KIND, either express or implied.  See the License for the
+    specific language governing permissions and limitations
+    under the License.
+-->
+
+import { StoryWithControls } from '../../../src/components/StorybookWrapper';
+
+# ButtonGroup
+
+ButtonGroup is a container that groups multiple Button components together with consistent spacing and styling.
+
+## Live Example
+
+<StoryWithControls
+  component="ButtonGroup"
+  props={{
+  expand: false
+}}
+  controls={[
+  {
+    name: "expand",
+    label: "Expand",
+    type: "boolean",
+    description: "When true, buttons expand to fill available width."
+  },
+  {
+    name: "className",
+    label: "Class Name",
+    type: "text",
+    description: "CSS class name for custom styling."
+  }
+]}
+  sampleChildren={[{"component":"Button","props":{"buttonStyle":"tertiary","children":"Button 1"}},{"component":"Button","props":{"buttonStyle":"tertiary","children":"Button 2"}},{"component":"Button","props":{"buttonStyle":"tertiary","children":"Button 3"}}]}
+/>
+
+## Try It
+
+Edit the code below to experiment with the component:
+
+```tsx live
+function Demo() {
+  return (
+    <ButtonGroup>
+      <Button buttonStyle="tertiary">Button 1</Button>
+      <Button buttonStyle="tertiary">Button 2</Button>
+      <Button buttonStyle="tertiary">Button 3</Button>
+    </ButtonGroup>
+  );
+}
+```
+
+## Props
+
+| Prop | Type | Default | Description |
+|------|------|---------|-------------|
+| `expand` | `boolean` | `false` | When true, buttons expand to fill available width. |
+
+## Import
+
+```tsx
+import { ButtonGroup } from '@superset/components';
+```
+
+---
+
+:::tip[Improve this page]
+This documentation is auto-generated from the component's Storybook story.
+Help improve it by [editing the story file](https://github.com/apache/superset/edit/master/superset-frontend/packages/superset-ui-core/src/components/ButtonGroup/ButtonGroup.stories.tsx).
+:::

docs/developer_docs/components/ui/cachedlabel.mdx

@@ -0,0 +1,79 @@
+---
+title: CachedLabel
+sidebar_label: CachedLabel
+---
+
+<!--
+    Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you under the Apache License, Version 2.0 (the
+    "License"); you may not use this file except in compliance
+    with the License.  You may obtain a copy of the License at
+
+      http://www.apache.org/licenses/LICENSE-2.0
+
+    Unless required by applicable law or agreed to in writing,
+    software distributed under the License is distributed on an
+    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+    KIND, either express or implied.  See the License for the
+    specific language governing permissions and limitations
+    under the License.
+-->
+
+import { StoryWithControls } from '../../../src/components/StorybookWrapper';
+
+# CachedLabel
+
+The CachedLabel component from Superset's UI library.
+
+## Live Example
+
+<StoryWithControls
+  component="CachedLabel"
+  props={{}}
+  controls={[
+  {
+    name: "cachedTimestamp",
+    label: "Cached Timestamp",
+    type: "text",
+    description: "ISO timestamp of when the data was cached"
+  },
+  {
+    name: "className",
+    label: "Class Name",
+    type: "text",
+    description: "Additional CSS class for the label"
+  }
+]}
+/>
+
+## Try It
+
+Edit the code below to experiment with the component:
+
+```tsx live
+function Demo() {
+  return (
+    <CachedLabel
+      // Add props here
+    />
+  );
+}
+```
+
+
+
+## Import
+
+```tsx
+import { CachedLabel } from '@superset/components';
+```
+
+---
+
+:::tip[Improve this page]
+This documentation is auto-generated from the component's Storybook story.
+Help improve it by [editing the story file](https://github.com/apache/superset/edit/master/superset-frontend/packages/superset-ui-core/src/components/CachedLabel/CachedLabel.stories.tsx).
+:::

docs/developer_docs/components/ui/card.mdx

@@ -0,0 +1,142 @@
+---
+title: Card
+sidebar_label: Card
+---
+
+<!--
+    Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you under the Apache License, Version 2.0 (the
+    "License"); you may not use this file except in compliance
+    with the License.  You may obtain a copy of the License at
+
+      http://www.apache.org/licenses/LICENSE-2.0
+
+    Unless required by applicable law or agreed to in writing,
+    software distributed under the License is distributed on an
+    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+    KIND, either express or implied.  See the License for the
+    specific language governing permissions and limitations
+    under the License.
+-->
+
+import { StoryWithControls } from '../../../src/components/StorybookWrapper';
+
+# Card
+
+A container component for grouping related content. Supports titles, borders, loading states, and hover effects.
+
+## Live Example
+
+<StoryWithControls
+  component="Card"
+  props={{
+  padded: true,
+  title: "Dashboard Overview",
+  children: "This card displays a summary of your dashboard metrics and recent activity.",
+  bordered: true,
+  loading: false,
+  hoverable: false
+}}
+  controls={[
+  {
+    name: "padded",
+    label: "Padded",
+    type: "boolean",
+    description: "Whether the card content has padding."
+  },
+  {
+    name: "title",
+    label: "Title",
+    type: "text",
+    description: "Title text displayed at the top of the card."
+  },
+  {
+    name: "children",
+    label: "Children",
+    type: "text",
+    description: "The content inside the card."
+  },
+  {
+    name: "bordered",
+    label: "Bordered",
+    type: "boolean",
+    description: "Whether to show a border around the card."
+  },
+  {
+    name: "loading",
+    label: "Loading",
+    type: "boolean",
+    description: "Whether to show a loading skeleton."
+  },
+  {
+    name: "hoverable",
+    label: "Hoverable",
+    type: "boolean",
+    description: "Whether the card lifts on hover."
+  }
+]}
+/>
+
+## Try It
+
+Edit the code below to experiment with the component:
+
+```tsx live
+function Demo() {
+  return (
+    <Card title="Dashboard Overview" bordered>
+      This card displays a summary of your dashboard metrics and recent activity.
+    </Card>
+  );
+}
+```
+
+## Card States
+
+```tsx live
+function CardStates() {
+  return (
+    <div style={{ display: 'flex', gap: 16, flexWrap: 'wrap' }}>
+      <Card title="Default" bordered style={{ width: 250 }}>
+        Default card content.
+      </Card>
+      <Card title="Hoverable" bordered hoverable style={{ width: 250 }}>
+        Hover over this card.
+      </Card>
+      <Card title="Loading" bordered loading style={{ width: 250 }}>
+        This content is hidden while loading.
+      </Card>
+      <Card title="No Border" style={{ width: 250 }}>
+        Borderless card.
+      </Card>
+    </div>
+  );
+}
+```
+
+## Props
+
+| Prop | Type | Default | Description |
+|------|------|---------|-------------|
+| `padded` | `boolean` | `true` | Whether the card content has padding. |
+| `title` | `string` | `"Dashboard Overview"` | Title text displayed at the top of the card. |
+| `children` | `string` | `"This card displays a summary of your dashboard metrics and recent activity."` | The content inside the card. |
+| `bordered` | `boolean` | `true` | Whether to show a border around the card. |
+| `loading` | `boolean` | `false` | Whether to show a loading skeleton. |
+| `hoverable` | `boolean` | `false` | Whether the card lifts on hover. |
+
+## Import
+
+```tsx
+import { Card } from '@superset/components';
+```
+
+---
+
+:::tip[Improve this page]
+This documentation is auto-generated from the component's Storybook story.
+Help improve it by [editing the story file](https://github.com/apache/superset/edit/master/superset-frontend/packages/superset-ui-core/src/components/Card/Card.stories.tsx).
+:::

docs/developer_docs/components/ui/checkbox.mdx

@@ -0,0 +1,141 @@
+---
+title: Checkbox
+sidebar_label: Checkbox
+---
+
+<!--
+    Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you under the Apache License, Version 2.0 (the
+    "License"); you may not use this file except in compliance
+    with the License.  You may obtain a copy of the License at
+
+      http://www.apache.org/licenses/LICENSE-2.0
+
+    Unless required by applicable law or agreed to in writing,
+    software distributed under the License is distributed on an
+    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+    KIND, either express or implied.  See the License for the
+    specific language governing permissions and limitations
+    under the License.
+-->
+
+import { StoryWithControls } from '../../../src/components/StorybookWrapper';
+
+# Checkbox
+
+Checkbox component that supports both regular and indeterminate states, built on top of Ant Design v5 Checkbox.
+
+## Live Example
+
+<StoryWithControls
+  component="Checkbox"
+  props={{
+  checked: false,
+  indeterminate: false
+}}
+  controls={[
+  {
+    name: "checked",
+    label: "Checked",
+    type: "boolean",
+    description: "Whether the checkbox is checked."
+  },
+  {
+    name: "indeterminate",
+    label: "Indeterminate",
+    type: "boolean",
+    description: "Whether the checkbox is in indeterminate state (partially selected)."
+  }
+]}
+/>
+
+## Try It
+
+Edit the code below to experiment with the component:
+
+```tsx live
+function Demo() {
+  return (
+    <Checkbox
+      // Add props here
+    />
+  );
+}
+```
+
+## All Checkbox States
+
+```tsx live
+function AllStates() {
+  return (
+    <div style={{ display: 'flex', flexDirection: 'column', gap: 12 }}>
+      <Checkbox checked={false}>Unchecked</Checkbox>
+      <Checkbox checked={true}>Checked</Checkbox>
+      <Checkbox indeterminate={true}>Indeterminate</Checkbox>
+      <Checkbox disabled>Disabled unchecked</Checkbox>
+      <Checkbox disabled checked>Disabled checked</Checkbox>
+    </div>
+  );
+}
+```
+
+## Select All Pattern
+
+```tsx live
+function SelectAllDemo() {
+  const [selected, setSelected] = React.useState([]);
+  const options = ['Option A', 'Option B', 'Option C'];
+
+  const allSelected = selected.length === options.length;
+  const indeterminate = selected.length > 0 && !allSelected;
+
+  return (
+    <div>
+      <Checkbox
+        checked={allSelected}
+        indeterminate={indeterminate}
+        onChange={(e) => setSelected(e.target.checked ? [...options] : [])}
+      >
+        Select All
+      </Checkbox>
+      <div style={{ marginLeft: 24, marginTop: 8 }}>
+        {options.map(opt => (
+          <div key={opt}>
+            <Checkbox
+              checked={selected.includes(opt)}
+              onChange={() => setSelected(prev =>
+                prev.includes(opt) ? prev.filter(x => x !== opt) : [...prev, opt]
+              )}
+            >
+              {opt}
+            </Checkbox>
+          </div>
+        ))}
+      </div>
+    </div>
+  );
+}
+```
+
+## Props
+
+| Prop | Type | Default | Description |
+|------|------|---------|-------------|
+| `checked` | `boolean` | `false` | Whether the checkbox is checked. |
+| `indeterminate` | `boolean` | `false` | Whether the checkbox is in indeterminate state (partially selected). |
+
+## Import
+
+```tsx
+import { Checkbox } from '@superset/components';
+```
+
+---
+
+:::tip[Improve this page]
+This documentation is auto-generated from the component's Storybook story.
+Help improve it by [editing the story file](https://github.com/apache/superset/edit/master/superset-frontend/packages/superset-ui-core/src/components/Checkbox/Checkbox.stories.tsx).
+:::

docs/developer_docs/components/ui/collapse.mdx

@@ -0,0 +1,106 @@
+---
+title: Collapse
+sidebar_label: Collapse
+---
+
+<!--
+    Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you under the Apache License, Version 2.0 (the
+    "License"); you may not use this file except in compliance
+    with the License.  You may obtain a copy of the License at
+
+      http://www.apache.org/licenses/LICENSE-2.0
+
+    Unless required by applicable law or agreed to in writing,
+    software distributed under the License is distributed on an
+    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+    KIND, either express or implied.  See the License for the
+    specific language governing permissions and limitations
+    under the License.
+-->
+
+import { StoryWithControls } from '../../../src/components/StorybookWrapper';
+
+# Collapse
+
+The Collapse component from Superset's UI library.
+
+## Live Example
+
+<StoryWithControls
+  component="Collapse"
+  props={{
+  ghost: false,
+  bordered: true,
+  accordion: false,
+  animateArrows: false,
+  modalMode: false
+}}
+  controls={[
+  {
+    name: "ghost",
+    label: "Ghost",
+    type: "boolean"
+  },
+  {
+    name: "bordered",
+    label: "Bordered",
+    type: "boolean"
+  },
+  {
+    name: "accordion",
+    label: "Accordion",
+    type: "boolean"
+  },
+  {
+    name: "animateArrows",
+    label: "Animate Arrows",
+    type: "boolean"
+  },
+  {
+    name: "modalMode",
+    label: "Modal Mode",
+    type: "boolean"
+  }
+]}
+/>
+
+## Try It
+
+Edit the code below to experiment with the component:
+
+```tsx live
+function Demo() {
+  return (
+    <Collapse
+      bordered
+    />
+  );
+}
+```
+
+## Props
+
+| Prop | Type | Default | Description |
+|------|------|---------|-------------|
+| `ghost` | `boolean` | `false` | - |
+| `bordered` | `boolean` | `true` | - |
+| `accordion` | `boolean` | `false` | - |
+| `animateArrows` | `boolean` | `false` | - |
+| `modalMode` | `boolean` | `false` | - |
+
+## Import
+
+```tsx
+import { Collapse } from '@superset/components';
+```
+
+---
+
+:::tip[Improve this page]
+This documentation is auto-generated from the component's Storybook story.
+Help improve it by [editing the story file](https://github.com/apache/superset/edit/master/superset-frontend/packages/superset-ui-core/src/components/Collapse/Collapse.stories.tsx).
+:::

docs/developer_docs/components/ui/datepicker.mdx

@@ -0,0 +1,110 @@
+---
+title: DatePicker
+sidebar_label: DatePicker
+---
+
+<!--
+    Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you under the Apache License, Version 2.0 (the
+    "License"); you may not use this file except in compliance
+    with the License.  You may obtain a copy of the License at
+
+      http://www.apache.org/licenses/LICENSE-2.0
+
+    Unless required by applicable law or agreed to in writing,
+    software distributed under the License is distributed on an
+    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+    KIND, either express or implied.  See the License for the
+    specific language governing permissions and limitations
+    under the License.
+-->
+
+import { StoryWithControls } from '../../../src/components/StorybookWrapper';
+
+# DatePicker
+
+The DatePicker component from Superset's UI library.
+
+## Live Example
+
+<StoryWithControls
+  component="DatePicker"
+  props={{
+  placeholder: "Select date",
+  showNow: true,
+  allowClear: false,
+  autoFocus: true,
+  disabled: false,
+  format: "YYYY-MM-DD hh:mm a",
+  inputReadOnly: false,
+  picker: "date",
+  placement: "bottomLeft",
+  size: "middle",
+  showTime: {
+    format: "hh:mm a",
+    needConfirm: false
+  }
+}}
+  controls={[
+  {
+    name: "placeholder",
+    label: "Placeholder",
+    type: "text"
+  },
+  {
+    name: "showNow",
+    label: "Show Now",
+    type: "boolean",
+    description: "Show \"Now\" button to select current date and time."
+  }
+]}
+/>
+
+## Try It
+
+Edit the code below to experiment with the component:
+
+```tsx live
+function Demo() {
+  return (
+    <DatePicker
+      placeholder="Select date"
+      format="YYYY-MM-DD hh:mm a"
+      showNow
+      showTime={{ format: 'hh:mm a', needConfirm: false }}
+    />
+  );
+}
+```
+
+## Props
+
+| Prop | Type | Default | Description |
+|------|------|---------|-------------|
+| `placeholder` | `string` | `"Select date"` | - |
+| `showNow` | `boolean` | `true` | Show "Now" button to select current date and time. |
+| `allowClear` | `boolean` | `false` | - |
+| `autoFocus` | `boolean` | `true` | - |
+| `disabled` | `boolean` | `false` | - |
+| `format` | `string` | `"YYYY-MM-DD hh:mm a"` | - |
+| `inputReadOnly` | `boolean` | `false` | - |
+| `picker` | `string` | `"date"` | - |
+| `placement` | `string` | `"bottomLeft"` | - |
+| `size` | `string` | `"middle"` | - |
+| `showTime` | `any` | `{"format":"hh:mm a","needConfirm":false}` | - |
+
+## Import
+
+```tsx
+import { DatePicker } from '@superset/components';
+```
+
+---
+
+:::tip[Improve this page]
+This documentation is auto-generated from the component's Storybook story.
+Help improve it by [editing the story file](https://github.com/apache/superset/edit/master/superset-frontend/packages/superset-ui-core/src/components/DatePicker/DatePicker.stories.tsx).
+:::

docs/developer_docs/components/ui/divider.mdx

@@ -0,0 +1,144 @@
+---
+title: Divider
+sidebar_label: Divider
+---
+
+<!--
+    Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you under the Apache License, Version 2.0 (the
+    "License"); you may not use this file except in compliance
+    with the License.  You may obtain a copy of the License at
+
+      http://www.apache.org/licenses/LICENSE-2.0
+
+    Unless required by applicable law or agreed to in writing,
+    software distributed under the License is distributed on an
+    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+    KIND, either express or implied.  See the License for the
+    specific language governing permissions and limitations
+    under the License.
+-->
+
+import { StoryWithControls } from '../../../src/components/StorybookWrapper';
+
+# Divider
+
+The Divider component from Superset's UI library.
+
+## Live Example
+
+<StoryWithControls
+  component="Divider"
+  props={{
+  dashed: false,
+  variant: "solid",
+  orientation: "center",
+  orientationMargin: "",
+  plain: true,
+  type: "horizontal"
+}}
+  controls={[
+  {
+    name: "dashed",
+    label: "Dashed",
+    type: "boolean",
+    description: "Whether line is dashed (deprecated, use variant)."
+  },
+  {
+    name: "variant",
+    label: "Variant",
+    type: "select",
+    options: [
+      "dashed",
+      "dotted",
+      "solid"
+    ],
+    description: "Line style of the divider."
+  },
+  {
+    name: "orientation",
+    label: "Orientation",
+    type: "select",
+    options: [
+      "left",
+      "right",
+      "center"
+    ],
+    description: "Position of title inside divider."
+  },
+  {
+    name: "orientationMargin",
+    label: "Orientation Margin",
+    type: "text",
+    description: "Margin from divider edge to title."
+  },
+  {
+    name: "plain",
+    label: "Plain",
+    type: "boolean",
+    description: "Use plain style without bold title."
+  },
+  {
+    name: "type",
+    label: "Type",
+    type: "select",
+    options: [
+      "horizontal",
+      "vertical"
+    ],
+    description: "Direction of the divider."
+  }
+]}
+/>
+
+## Try It
+
+Edit the code below to experiment with the component:
+
+```tsx live
+function Demo() {
+  return (
+    <>
+      <p>Horizontal divider with title (orientationMargin applies here):</p>
+      <Divider orientation="left" orientationMargin={0}>Left Title</Divider>
+      <Divider orientation="right" orientationMargin={50}>Right Title</Divider>
+      <Divider>Center Title</Divider>
+      <p>Vertical divider (use container gap for spacing):</p>
+      <div style={{ display: 'flex', alignItems: 'center', gap: '16px' }}>
+        <span>Link</span>
+        <Divider type="vertical" />
+        <span>Link</span>
+        <Divider type="vertical" />
+        <span>Link</span>
+      </div>
+    </>
+  );
+}
+```
+
+## Props
+
+| Prop | Type | Default | Description |
+|------|------|---------|-------------|
+| `dashed` | `boolean` | `false` | Whether line is dashed (deprecated, use variant). |
+| `variant` | `string` | `"solid"` | Line style of the divider. |
+| `orientation` | `string` | `"center"` | Position of title inside divider. |
+| `orientationMargin` | `string` | `""` | Margin from divider edge to title. |
+| `plain` | `boolean` | `true` | Use plain style without bold title. |
+| `type` | `string` | `"horizontal"` | Direction of the divider. |
+
+## Import
+
+```tsx
+import { Divider } from '@superset/components';
+```
+
+---
+
+:::tip[Improve this page]
+This documentation is auto-generated from the component's Storybook story.
+Help improve it by [editing the story file](https://github.com/apache/superset/edit/master/superset-frontend/packages/superset-ui-core/src/components/Divider/Divider.stories.tsx).
+:::

docs/developer_docs/components/ui/editabletitle.mdx

@@ -0,0 +1,172 @@
+---
+title: EditableTitle
+sidebar_label: EditableTitle
+---
+
+<!--
+    Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you under the Apache License, Version 2.0 (the
+    "License"); you may not use this file except in compliance
+    with the License.  You may obtain a copy of the License at
+
+      http://www.apache.org/licenses/LICENSE-2.0
+
+    Unless required by applicable law or agreed to in writing,
+    software distributed under the License is distributed on an
+    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+    KIND, either express or implied.  See the License for the
+    specific language governing permissions and limitations
+    under the License.
+-->
+
+import { StoryWithControls } from '../../../src/components/StorybookWrapper';
+
+# EditableTitle
+
+The EditableTitle component from Superset's UI library.
+
+## Live Example
+
+<StoryWithControls
+  component="EditableTitle"
+  props={{
+  canEdit: true,
+  editing: false,
+  emptyText: "Empty text",
+  noPermitTooltip: "Not permitted",
+  showTooltip: true,
+  title: "Title",
+  defaultTitle: "Default title",
+  placeholder: "Placeholder",
+  certifiedBy: "",
+  certificationDetails: "",
+  maxWidth: 100,
+  autoSize: true
+}}
+  controls={[
+  {
+    name: "canEdit",
+    label: "Can Edit",
+    type: "boolean",
+    description: "Whether the title can be edited."
+  },
+  {
+    name: "editing",
+    label: "Editing",
+    type: "boolean",
+    description: "Whether the title is currently in edit mode."
+  },
+  {
+    name: "emptyText",
+    label: "Empty Text",
+    type: "text",
+    description: "Text to display when title is empty."
+  },
+  {
+    name: "noPermitTooltip",
+    label: "No Permit Tooltip",
+    type: "text",
+    description: "Tooltip shown when user lacks edit permission."
+  },
+  {
+    name: "showTooltip",
+    label: "Show Tooltip",
+    type: "boolean",
+    description: "Whether to show tooltip on hover."
+  },
+  {
+    name: "title",
+    label: "Title",
+    type: "text",
+    description: "The title text to display."
+  },
+  {
+    name: "defaultTitle",
+    label: "Default Title",
+    type: "text",
+    description: "Default title when none is provided."
+  },
+  {
+    name: "placeholder",
+    label: "Placeholder",
+    type: "text",
+    description: "Placeholder text when editing."
+  },
+  {
+    name: "certifiedBy",
+    label: "Certified By",
+    type: "text",
+    description: "Name of person/team who certified this item."
+  },
+  {
+    name: "certificationDetails",
+    label: "Certification Details",
+    type: "text",
+    description: "Additional certification details or description."
+  },
+  {
+    name: "maxWidth",
+    label: "Max Width",
+    type: "number",
+    description: "Maximum width of the title in pixels."
+  },
+  {
+    name: "autoSize",
+    label: "Auto Size",
+    type: "boolean",
+    description: "Whether to auto-size based on content."
+  }
+]}
+/>
+
+## Try It
+
+Edit the code below to experiment with the component:
+
+```tsx live
+function Demo() {
+  return (
+    <EditableTitle
+      title="My Dashboard"
+      canEdit
+      showTooltip
+      certifiedBy="Data Team"
+      certificationDetails="Verified Q1 2024"
+      onSaveTitle={(newTitle) => console.log('Saved:', newTitle)}
+    />
+  );
+}
+```
+
+## Props
+
+| Prop | Type | Default | Description |
+|------|------|---------|-------------|
+| `canEdit` | `boolean` | `true` | Whether the title can be edited. |
+| `editing` | `boolean` | `false` | Whether the title is currently in edit mode. |
+| `emptyText` | `string` | `"Empty text"` | Text to display when title is empty. |
+| `noPermitTooltip` | `string` | `"Not permitted"` | Tooltip shown when user lacks edit permission. |
+| `showTooltip` | `boolean` | `true` | Whether to show tooltip on hover. |
+| `title` | `string` | `"Title"` | The title text to display. |
+| `defaultTitle` | `string` | `"Default title"` | Default title when none is provided. |
+| `placeholder` | `string` | `"Placeholder"` | Placeholder text when editing. |
+| `certifiedBy` | `string` | `""` | Name of person/team who certified this item. |
+| `certificationDetails` | `string` | `""` | Additional certification details or description. |
+| `maxWidth` | `number` | `100` | Maximum width of the title in pixels. |
+| `autoSize` | `boolean` | `true` | Whether to auto-size based on content. |
+
+## Import
+
+```tsx
+import { EditableTitle } from '@superset/components';
+```
+
+---
+
+:::tip[Improve this page]
+This documentation is auto-generated from the component's Storybook story.
+Help improve it by [editing the story file](https://github.com/apache/superset/edit/master/superset-frontend/packages/superset-ui-core/src/components/EditableTitle/EditableTitle.stories.tsx).
+:::

docs/developer_docs/components/ui/emptystate.mdx

@@ -0,0 +1,147 @@
+---
+title: EmptyState
+sidebar_label: EmptyState
+---
+
+<!--
+    Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you under the Apache License, Version 2.0 (the
+    "License"); you may not use this file except in compliance
+    with the License.  You may obtain a copy of the License at
+
+      http://www.apache.org/licenses/LICENSE-2.0
+
+    Unless required by applicable law or agreed to in writing,
+    software distributed under the License is distributed on an
+    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+    KIND, either express or implied.  See the License for the
+    specific language governing permissions and limitations
+    under the License.
+-->
+
+import { StoryWithControls, ComponentGallery } from '../../../src/components/StorybookWrapper';
+
+# EmptyState
+
+The EmptyState component from Superset's UI library.
+
+## All Variants
+
+<ComponentGallery
+  component="EmptyState"
+  sizes={["medium"]}
+  styles={["chart.svg","document.svg","empty-charts.svg","empty-dashboard.svg","empty-dataset.svg","empty-query.svg","empty-table.svg","empty.svg","empty_sql_chart.svg","filter-results.svg","filter.svg","star-circle.svg","union.svg","vector.svg"]}
+  sizeProp="size"
+  styleProp="image"
+/>
+
+## Live Example
+
+<StoryWithControls
+  component="EmptyState"
+  props={{
+  size: "medium",
+  title: "No Data Available",
+  description: "There is no data to display at this time.",
+  image: "empty.svg",
+  buttonText: ""
+}}
+  controls={[
+  {
+    name: "size",
+    label: "Size",
+    type: "select",
+    options: [
+      "small",
+      "medium",
+      "large"
+    ],
+    description: "Size of the empty state component."
+  },
+  {
+    name: "title",
+    label: "Title",
+    type: "text",
+    description: "Main title text."
+  },
+  {
+    name: "description",
+    label: "Description",
+    type: "text",
+    description: "Description text below the title."
+  },
+  {
+    name: "image",
+    label: "Image",
+    type: "select",
+    options: [
+      "chart.svg",
+      "document.svg",
+      "empty-charts.svg",
+      "empty-dashboard.svg",
+      "empty-dataset.svg",
+      "empty-query.svg",
+      "empty-table.svg",
+      "empty.svg",
+      "empty_sql_chart.svg",
+      "filter-results.svg",
+      "filter.svg",
+      "star-circle.svg",
+      "union.svg",
+      "vector.svg"
+    ],
+    description: "Predefined image to display."
+  },
+  {
+    name: "buttonText",
+    label: "Button Text",
+    type: "text",
+    description: "Text for optional action button."
+  }
+]}
+/>
+
+## Try It
+
+Edit the code below to experiment with the component:
+
+```tsx live
+function Demo() {
+  return (
+    <EmptyState
+      size="medium"
+      title="No Results Found"
+      description="Try adjusting your filters or search terms."
+      image="filter.svg"
+      buttonText="Clear Filters"
+      buttonAction={() => alert('Filters cleared!')}
+    />
+  );
+}
+```
+
+## Props
+
+| Prop | Type | Default | Description |
+|------|------|---------|-------------|
+| `size` | `string` | `"medium"` | Size of the empty state component. |
+| `title` | `string` | `"No Data Available"` | Main title text. |
+| `description` | `string` | `"There is no data to display at this time."` | Description text below the title. |
+| `image` | `string` | `"empty.svg"` | Predefined image to display. |
+| `buttonText` | `string` | `""` | Text for optional action button. |
+
+## Import
+
+```tsx
+import { EmptyState } from '@superset/components';
+```
+
+---
+
+:::tip[Improve this page]
+This documentation is auto-generated from the component's Storybook story.
+Help improve it by [editing the story file](https://github.com/apache/superset/edit/master/superset-frontend/packages/superset-ui-core/src/components/EmptyState/EmptyState.stories.tsx).
+:::

docs/developer_docs/components/ui/favestar.mdx

@@ -0,0 +1,96 @@
+---
+title: FaveStar
+sidebar_label: FaveStar
+---
+
+<!--
+    Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you under the Apache License, Version 2.0 (the
+    "License"); you may not use this file except in compliance
+    with the License.  You may obtain a copy of the License at
+
+      http://www.apache.org/licenses/LICENSE-2.0
+
+    Unless required by applicable law or agreed to in writing,
+    software distributed under the License is distributed on an
+    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+    KIND, either express or implied.  See the License for the
+    specific language governing permissions and limitations
+    under the License.
+-->
+
+import { StoryWithControls } from '../../../src/components/StorybookWrapper';
+
+# FaveStar
+
+FaveStar component for marking items as favorites
+
+## Live Example
+
+<StoryWithControls
+  component="FaveStar"
+  props={{
+  itemId: 1,
+  isStarred: false,
+  showTooltip: true
+}}
+  controls={[
+  {
+    name: "itemId",
+    label: "Item ID",
+    type: "number",
+    description: "Unique identifier for the item"
+  },
+  {
+    name: "isStarred",
+    label: "Is Starred",
+    type: "boolean",
+    description: "Whether the item is currently starred."
+  },
+  {
+    name: "showTooltip",
+    label: "Show Tooltip",
+    type: "boolean",
+    description: "Show tooltip on hover."
+  }
+]}
+/>
+
+## Try It
+
+Edit the code below to experiment with the component:
+
+```tsx live
+function Demo() {
+  return (
+    <FaveStar
+      itemId={1}
+      showTooltip
+    />
+  );
+}
+```
+
+## Props
+
+| Prop | Type | Default | Description |
+|------|------|---------|-------------|
+| `itemId` | `number` | `1` | Unique identifier for the item |
+| `isStarred` | `boolean` | `false` | Whether the item is currently starred. |
+| `showTooltip` | `boolean` | `true` | Show tooltip on hover. |
+
+## Import
+
+```tsx
+import { FaveStar } from '@superset/components';
+```
+
+---
+
+:::tip[Improve this page]
+This documentation is auto-generated from the component's Storybook story.
+Help improve it by [editing the story file](https://github.com/apache/superset/edit/master/superset-frontend/packages/superset-ui-core/src/components/FaveStar/FaveStar.stories.tsx).
+:::

docs/developer_docs/components/ui/iconbutton.mdx

@@ -0,0 +1,106 @@
+---
+title: IconButton
+sidebar_label: IconButton
+---
+
+<!--
+    Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you under the Apache License, Version 2.0 (the
+    "License"); you may not use this file except in compliance
+    with the License.  You may obtain a copy of the License at
+
+      http://www.apache.org/licenses/LICENSE-2.0
+
+    Unless required by applicable law or agreed to in writing,
+    software distributed under the License is distributed on an
+    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+    KIND, either express or implied.  See the License for the
+    specific language governing permissions and limitations
+    under the License.
+-->
+
+import { StoryWithControls } from '../../../src/components/StorybookWrapper';
+
+# IconButton
+
+The IconButton component is a versatile button that allows you to combine an icon with a text label. It is designed for use in situations where you want to display an icon along with some text in a single clickable element.
+
+## Live Example
+
+<StoryWithControls
+  component="IconButton"
+  props={{
+  buttonText: "IconButton",
+  altText: "Icon button alt text",
+  padded: true,
+  icon: "https://superset.apache.org/img/superset-logo-horiz.svg"
+}}
+  controls={[
+  {
+    name: "buttonText",
+    label: "Button Text",
+    type: "text",
+    description: "The text inside the button."
+  },
+  {
+    name: "altText",
+    label: "Alt Text",
+    type: "text",
+    description: "The alt text for the button. If not provided, the button text is used as the alt text by default."
+  },
+  {
+    name: "padded",
+    label: "Padded",
+    type: "boolean",
+    description: "Add padding between icon and button text."
+  },
+  {
+    name: "icon",
+    label: "Icon",
+    type: "text",
+    description: "Icon inside the button (URL or path)."
+  }
+]}
+/>
+
+## Try It
+
+Edit the code below to experiment with the component:
+
+```tsx live
+function Demo() {
+  return (
+    <IconButton
+      buttonText="IconButton"
+      altText="Icon button alt text"
+      padded
+      icon="https://superset.apache.org/img/superset-logo-horiz.svg"
+    />
+  );
+}
+```
+
+## Props
+
+| Prop | Type | Default | Description |
+|------|------|---------|-------------|
+| `buttonText` | `string` | `"IconButton"` | The text inside the button. |
+| `altText` | `string` | `"Icon button alt text"` | The alt text for the button. If not provided, the button text is used as the alt text by default. |
+| `padded` | `boolean` | `true` | Add padding between icon and button text. |
+| `icon` | `string` | `"https://superset.apache.org/img/superset-logo-horiz.svg"` | Icon inside the button (URL or path). |
+
+## Import
+
+```tsx
+import { IconButton } from '@superset/components';
+```
+
+---
+
+:::tip[Improve this page]
+This documentation is auto-generated from the component's Storybook story.
+Help improve it by [editing the story file](https://github.com/apache/superset/edit/master/superset-frontend/packages/superset-ui-core/src/components/IconButton/IconButton.stories.tsx).
+:::

docs/developer_docs/components/ui/icons.mdx

@@ -0,0 +1,252 @@
+---
+title: Icons
+sidebar_label: Icons
+---
+
+<!--
+    Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you under the Apache License, Version 2.0 (the
+    "License"); you may not use this file except in compliance
+    with the License.  You may obtain a copy of the License at
+
+      http://www.apache.org/licenses/LICENSE-2.0
+
+    Unless required by applicable law or agreed to in writing,
+    software distributed under the License is distributed on an
+    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+    KIND, either express or implied.  See the License for the
+    specific language governing permissions and limitations
+    under the License.
+-->
+
+import { StoryWithControls } from '../../../src/components/StorybookWrapper';
+
+# Icons
+
+Icon library for Apache Superset. Contains over 200 icons based on Ant Design icons with consistent sizing and theming support.
+
+## Live Example
+
+<StoryWithControls
+  component="Icons"
+  renderComponent="Icons.InfoCircleOutlined"
+  props={{
+  iconSize: "xl"
+}}
+  controls={[
+  {
+    name: "iconSize",
+    label: "Icon Size",
+    type: "inline-radio",
+    options: [
+      "s",
+      "m",
+      "l",
+      "xl",
+      "xxl"
+    ],
+    description: "Size of the icons: s (12px), m (16px), l (20px), xl (24px), xxl (32px)."
+  },
+  {
+    name: "showNames",
+    label: "Show Names",
+    type: "boolean"
+  },
+  {
+    name: "iconColor",
+    label: "Icon Color",
+    type: "select"
+  }
+]}
+/>
+
+## Try It
+
+Edit the code below to experiment with the component:
+
+```tsx live
+function Demo() {
+  return (
+    <div style={{ display: 'flex', gap: 16, alignItems: 'center' }}>
+      <Icons.InfoCircleOutlined iconSize="xl" />
+      <Icons.CheckCircleOutlined iconSize="xl" />
+      <Icons.WarningOutlined iconSize="xl" />
+      <Icons.CloseCircleOutlined iconSize="xl" />
+    </div>
+  );
+}
+```
+
+## Icon Sizes
+
+```tsx live
+function IconSizes() {
+  const sizes = ['s', 'm', 'l', 'xl', 'xxl'];
+  return (
+    <div style={{ display: 'flex', gap: 24, alignItems: 'end' }}>
+      {sizes.map(size => (
+        <div key={size} style={{ textAlign: 'center' }}>
+          <Icons.DatabaseOutlined iconSize={size} />
+          <div style={{ fontSize: 12, marginTop: 8, color: '#666' }}>{size}</div>
+        </div>
+      ))}
+    </div>
+  );
+}
+```
+
+## Icon Gallery
+
+```tsx live
+function IconGallery() {
+  const Section = ({ title, children }) => (
+    <div style={{ marginBottom: 24 }}>
+      <div style={{ fontWeight: 600, marginBottom: 8, color: '#666' }}>{title}</div>
+      <div style={{ display: 'flex', flexWrap: 'wrap', gap: 16 }}>{children}</div>
+    </div>
+  );
+  return (
+    <div>
+      <Section title="Charts">
+        <Icons.LineChartOutlined iconSize="xl" />
+        <Icons.BarChartOutlined iconSize="xl" />
+        <Icons.PieChartOutlined iconSize="xl" />
+        <Icons.AreaChartOutlined iconSize="xl" />
+        <Icons.DashboardOutlined iconSize="xl" />
+        <Icons.FundProjectionScreenOutlined iconSize="xl" />
+      </Section>
+      <Section title="Data">
+        <Icons.DatabaseOutlined iconSize="xl" />
+        <Icons.TableOutlined iconSize="xl" />
+        <Icons.ConsoleSqlOutlined iconSize="xl" />
+        <Icons.FilterOutlined iconSize="xl" />
+        <Icons.FieldNumberOutlined iconSize="xl" />
+        <Icons.FieldTimeOutlined iconSize="xl" />
+        <Icons.FunctionOutlined iconSize="xl" />
+        <Icons.CalculatorOutlined iconSize="xl" />
+      </Section>
+      <Section title="Actions">
+        <Icons.PlusOutlined iconSize="xl" />
+        <Icons.EditOutlined iconSize="xl" />
+        <Icons.DeleteOutlined iconSize="xl" />
+        <Icons.CopyOutlined iconSize="xl" />
+        <Icons.SaveOutlined iconSize="xl" />
+        <Icons.DownloadOutlined iconSize="xl" />
+        <Icons.UploadOutlined iconSize="xl" />
+        <Icons.ReloadOutlined iconSize="xl" />
+        <Icons.SyncOutlined iconSize="xl" />
+        <Icons.SearchOutlined iconSize="xl" />
+        <Icons.ExpandOutlined iconSize="xl" />
+        <Icons.FullscreenOutlined iconSize="xl" />
+        <Icons.ShareAltOutlined iconSize="xl" />
+        <Icons.ExportOutlined iconSize="xl" />
+      </Section>
+      <Section title="Status">
+        <Icons.CheckOutlined iconSize="xl" />
+        <Icons.CheckCircleOutlined iconSize="xl" />
+        <Icons.CloseOutlined iconSize="xl" />
+        <Icons.CloseCircleOutlined iconSize="xl" />
+        <Icons.InfoCircleOutlined iconSize="xl" />
+        <Icons.WarningOutlined iconSize="xl" />
+        <Icons.ExclamationCircleOutlined iconSize="xl" />
+        <Icons.QuestionCircleOutlined iconSize="xl" />
+        <Icons.LoadingOutlined iconSize="xl" />
+        <Icons.StopOutlined iconSize="xl" />
+      </Section>
+      <Section title="Navigation">
+        <Icons.MenuOutlined iconSize="xl" />
+        <Icons.DownOutlined iconSize="xl" />
+        <Icons.UpOutlined iconSize="xl" />
+        <Icons.RightOutlined iconSize="xl" />
+        <Icons.CaretDownOutlined iconSize="xl" />
+        <Icons.CaretUpOutlined iconSize="xl" />
+        <Icons.ArrowRightOutlined iconSize="xl" />
+        <Icons.MoreOutlined iconSize="xl" />
+        <Icons.EllipsisOutlined iconSize="xl" />
+      </Section>
+      <Section title="Objects">
+        <Icons.FileOutlined iconSize="xl" />
+        <Icons.FileTextOutlined iconSize="xl" />
+        <Icons.FileImageOutlined iconSize="xl" />
+        <Icons.BookOutlined iconSize="xl" />
+        <Icons.TagOutlined iconSize="xl" />
+        <Icons.TagsOutlined iconSize="xl" />
+        <Icons.StarOutlined iconSize="xl" />
+        <Icons.BellOutlined iconSize="xl" />
+        <Icons.CalendarOutlined iconSize="xl" />
+        <Icons.ClockCircleOutlined iconSize="xl" />
+        <Icons.MailOutlined iconSize="xl" />
+        <Icons.LinkOutlined iconSize="xl" />
+        <Icons.LockOutlined iconSize="xl" />
+        <Icons.UnlockOutlined iconSize="xl" />
+        <Icons.KeyOutlined iconSize="xl" />
+      </Section>
+      <Section title="Users">
+        <Icons.UserOutlined iconSize="xl" />
+        <Icons.UserAddOutlined iconSize="xl" />
+        <Icons.UsergroupAddOutlined iconSize="xl" />
+        <Icons.LoginOutlined iconSize="xl" />
+      </Section>
+      <Section title="Settings">
+        <Icons.SettingOutlined iconSize="xl" />
+        <Icons.BgColorsOutlined iconSize="xl" />
+        <Icons.FormatPainterOutlined iconSize="xl" />
+        <Icons.HighlightOutlined iconSize="xl" />
+        <Icons.EyeOutlined iconSize="xl" />
+        <Icons.EyeInvisibleOutlined iconSize="xl" />
+        <Icons.SunOutlined iconSize="xl" />
+        <Icons.MoonOutlined iconSize="xl" />
+      </Section>
+    </div>
+  );
+}
+```
+
+## Icon with Text
+
+```tsx live
+function IconWithText() {
+  return (
+    <div style={{ display: 'flex', flexDirection: 'column', gap: 12 }}>
+      <div style={{ display: 'flex', alignItems: 'center', gap: 8 }}>
+        <Icons.CheckCircleOutlined iconSize="l" style={{ color: '#52c41a' }} />
+        <span>Success message</span>
+      </div>
+      <div style={{ display: 'flex', alignItems: 'center', gap: 8 }}>
+        <Icons.InfoCircleOutlined iconSize="l" style={{ color: '#1890ff' }} />
+        <span>Information message</span>
+      </div>
+      <div style={{ display: 'flex', alignItems: 'center', gap: 8 }}>
+        <Icons.WarningOutlined iconSize="l" style={{ color: '#faad14' }} />
+        <span>Warning message</span>
+      </div>
+      <div style={{ display: 'flex', alignItems: 'center', gap: 8 }}>
+        <Icons.CloseCircleOutlined iconSize="l" style={{ color: '#ff4d4f' }} />
+        <span>Error message</span>
+      </div>
+    </div>
+  );
+}
+```
+
+## Props
+
+| Prop | Type | Default | Description |
+|------|------|---------|-------------|
+| `iconSize` | `string` | `"xl"` | Size of the icons: s (12px), m (16px), l (20px), xl (24px), xxl (32px). |
+
+## Import
+
+```tsx
+import { Icons } from '@superset/components';
+```
+
+---
+
+:::tip[Improve this page]
+This documentation is auto-generated from the component's Storybook story.
+Help improve it by [editing the story file](https://github.com/apache/superset/edit/master/superset-frontend/packages/superset-ui-core/src/components/Icons/Icons.stories.tsx).
+:::

docs/developer_docs/components/ui/icontooltip.mdx

@@ -0,0 +1,100 @@
+---
+title: IconTooltip
+sidebar_label: IconTooltip
+---
+
+<!--
+    Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you under the Apache License, Version 2.0 (the
+    "License"); you may not use this file except in compliance
+    with the License.  You may obtain a copy of the License at
+
+      http://www.apache.org/licenses/LICENSE-2.0
+
+    Unless required by applicable law or agreed to in writing,
+    software distributed under the License is distributed on an
+    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+    KIND, either express or implied.  See the License for the
+    specific language governing permissions and limitations
+    under the License.
+-->
+
+import { StoryWithControls } from '../../../src/components/StorybookWrapper';
+
+# IconTooltip
+
+The IconTooltip component from Superset's UI library.
+
+## Live Example
+
+<StoryWithControls
+  component="IconTooltip"
+  props={{
+  tooltip: "Tooltip"
+}}
+  controls={[
+  {
+    name: "tooltip",
+    label: "Tooltip",
+    type: "text",
+    description: "Text content to display in the tooltip."
+  },
+  {
+    name: "placement",
+    label: "Placement",
+    type: "select",
+    options: [
+      "bottom",
+      "bottomLeft",
+      "bottomRight",
+      "left",
+      "leftBottom",
+      "leftTop",
+      "right",
+      "rightBottom",
+      "rightTop",
+      "top",
+      "topLeft",
+      "topRight"
+    ],
+    description: "Position of the tooltip relative to the icon."
+  }
+]}
+  sampleChildren={[{"component":"Icons.InfoCircleOutlined","props":{"iconSize":"l"}}]}
+/>
+
+## Try It
+
+Edit the code below to experiment with the component:
+
+```tsx live
+function Demo() {
+  return (
+    <IconTooltip tooltip="Helpful information">
+      <Icons.InfoCircleOutlined iconSize="l" />
+    </IconTooltip>
+  );
+}
+```
+
+## Props
+
+| Prop | Type | Default | Description |
+|------|------|---------|-------------|
+| `tooltip` | `string` | `"Tooltip"` | Text content to display in the tooltip. |
+
+## Import
+
+```tsx
+import { IconTooltip } from '@superset/components';
+```
+
+---
+
+:::tip[Improve this page]
+This documentation is auto-generated from the component's Storybook story.
+Help improve it by [editing the story file](https://github.com/apache/superset/edit/master/superset-frontend/packages/superset-ui-core/src/components/IconTooltip/IconTooltip.stories.tsx).
+:::

docs/developer_docs/components/ui/index.mdx

@@ -0,0 +1,77 @@
+---
+title: Core Components
+sidebar_label: Core Components
+sidebar_position: 1
+---
+
+<!--
+    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.
+-->
+
+# Core Components
+
+46 components available in this category.
+
+## Components
+
+- [AutoComplete](./autocomplete)
+- [Avatar](./avatar)
+- [Badge](./badge)
+- [Breadcrumb](./breadcrumb)
+- [Button](./button)
+- [ButtonGroup](./buttongroup)
+- [CachedLabel](./cachedlabel)
+- [Card](./card)
+- [Checkbox](./checkbox)
+- [Collapse](./collapse)
+- [DatePicker](./datepicker)
+- [Divider](./divider)
+- [EditableTitle](./editabletitle)
+- [EmptyState](./emptystate)
+- [FaveStar](./favestar)
+- [IconButton](./iconbutton)
+- [Icons](./icons)
+- [IconTooltip](./icontooltip)
+- [InfoTooltip](./infotooltip)
+- [Input](./input)
+- [Label](./label)
+- [List](./list)
+- [ListViewCard](./listviewcard)
+- [Loading](./loading)
+- [Menu](./menu)
+- [Modal](./modal)
+- [ModalTrigger](./modaltrigger)
+- [Popover](./popover)
+- [ProgressBar](./progressbar)
+- [Radio](./radio)
+- [SafeMarkdown](./safemarkdown)
+- [Select](./select)
+- [Skeleton](./skeleton)
+- [Slider](./slider)
+- [Steps](./steps)
+- [Switch](./switch)
+- [TableCollection](./tablecollection)
+- [TableView](./tableview)
+- [Tabs](./tabs)
+- [Timer](./timer)
+- [Tooltip](./tooltip)
+- [Tree](./tree)
+- [TreeSelect](./treeselect)
+- [Typography](./typography)
+- [UnsavedChangesModal](./unsavedchangesmodal)
+- [Upload](./upload)

docs/developer_docs/components/ui/infotooltip.mdx

@@ -0,0 +1,106 @@
+---
+title: InfoTooltip
+sidebar_label: InfoTooltip
+---
+
+<!--
+    Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you under the Apache License, Version 2.0 (the
+    "License"); you may not use this file except in compliance
+    with the License.  You may obtain a copy of the License at
+
+      http://www.apache.org/licenses/LICENSE-2.0
+
+    Unless required by applicable law or agreed to in writing,
+    software distributed under the License is distributed on an
+    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+    KIND, either express or implied.  See the License for the
+    specific language governing permissions and limitations
+    under the License.
+-->
+
+import { StoryWithControls } from '../../../src/components/StorybookWrapper';
+
+# InfoTooltip
+
+The InfoTooltip component from Superset's UI library.
+
+## Live Example
+
+<StoryWithControls
+  component="InfoTooltip"
+  props={{
+  tooltip: "This is the text that will display!"
+}}
+  controls={[
+  {
+    name: "tooltip",
+    label: "Tooltip",
+    type: "text"
+  },
+  {
+    name: "placement",
+    label: "Placement",
+    type: "select",
+    options: [
+      "bottom",
+      "left",
+      "right",
+      "top",
+      "topLeft",
+      "topRight",
+      "bottomLeft",
+      "bottomRight",
+      "leftTop",
+      "leftBottom",
+      "rightTop",
+      "rightBottom"
+    ]
+  },
+  {
+    name: "trigger",
+    label: "Trigger",
+    type: "select",
+    options: [
+      "hover",
+      "click"
+    ]
+  }
+]}
+/>
+
+## Try It
+
+Edit the code below to experiment with the component:
+
+```tsx live
+function Demo() {
+  return (
+    <InfoTooltip
+      tooltip="This is the text that will display!"
+    />
+  );
+}
+```
+
+## Props
+
+| Prop | Type | Default | Description |
+|------|------|---------|-------------|
+| `tooltip` | `string` | `"This is the text that will display!"` | - |
+
+## Import
+
+```tsx
+import { InfoTooltip } from '@superset/components';
+```
+
+---
+
+:::tip[Improve this page]
+This documentation is auto-generated from the component's Storybook story.
+Help improve it by [editing the story file](https://github.com/apache/superset/edit/master/superset-frontend/packages/superset-ui-core/src/components/InfoTooltip/InfoTooltip.stories.tsx).
+:::

docs/developer_docs/components/ui/input.mdx

@@ -0,0 +1,162 @@
+---
+title: Input
+sidebar_label: Input
+---
+
+<!--
+    Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you under the Apache License, Version 2.0 (the
+    "License"); you may not use this file except in compliance
+    with the License.  You may obtain a copy of the License at
+
+      http://www.apache.org/licenses/LICENSE-2.0
+
+    Unless required by applicable law or agreed to in writing,
+    software distributed under the License is distributed on an
+    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+    KIND, either express or implied.  See the License for the
+    specific language governing permissions and limitations
+    under the License.
+-->
+
+import { StoryWithControls } from '../../../src/components/StorybookWrapper';
+
+# Input
+
+The Input component from Superset's UI library.
+
+## Live Example
+
+<StoryWithControls
+  component="Input"
+  props={{
+  allowClear: false,
+  disabled: false,
+  showCount: false,
+  type: "text",
+  variant: "outlined"
+}}
+  controls={[
+  {
+    name: "allowClear",
+    label: "Allow Clear",
+    type: "boolean"
+  },
+  {
+    name: "disabled",
+    label: "Disabled",
+    type: "boolean"
+  },
+  {
+    name: "showCount",
+    label: "Show Count",
+    type: "boolean"
+  },
+  {
+    name: "type",
+    label: "Type",
+    type: "select",
+    options: [
+      "text",
+      "password",
+      "email",
+      "number",
+      "tel",
+      "url",
+      "search"
+    ],
+    description: "HTML input type"
+  },
+  {
+    name: "variant",
+    label: "Variant",
+    type: "select",
+    options: [
+      "outlined",
+      "borderless",
+      "filled"
+    ],
+    description: "Input style variant"
+  },
+  {
+    name: "defaultValue",
+    label: "Default Value",
+    type: "text",
+    description: "Default input value"
+  },
+  {
+    name: "id",
+    label: "ID",
+    type: "text",
+    description: "HTML id attribute"
+  },
+  {
+    name: "maxLength",
+    label: "Max Length",
+    type: "number",
+    description: "Maximum length of input"
+  },
+  {
+    name: "status",
+    label: "Status",
+    type: "select",
+    options: [
+      "error",
+      "warning"
+    ],
+    description: "Validation status"
+  },
+  {
+    name: "size",
+    label: "Size",
+    type: "select",
+    options: [
+      "large",
+      "middle",
+      "small"
+    ],
+    description: "Size of the input"
+  }
+]}
+/>
+
+## Try It
+
+Edit the code below to experiment with the component:
+
+```tsx live
+function Demo() {
+  return (
+    <Input
+      type="text"
+      variant="outlined"
+    />
+  );
+}
+```
+
+## Props
+
+| Prop | Type | Default | Description |
+|------|------|---------|-------------|
+| `allowClear` | `boolean` | `false` | - |
+| `disabled` | `boolean` | `false` | - |
+| `showCount` | `boolean` | `false` | - |
+| `type` | `string` | `"text"` | HTML input type |
+| `variant` | `string` | `"outlined"` | Input style variant |
+
+## Import
+
+```tsx
+import { Input } from '@superset/components';
+```
+
+---
+
+:::tip[Improve this page]
+This documentation is auto-generated from the component's Storybook story.
+Help improve it by [editing the story file](https://github.com/apache/superset/edit/master/superset-frontend/packages/superset-ui-core/src/components/Input/Input.stories.tsx).
+:::

docs/developer_docs/components/ui/label.mdx

@@ -0,0 +1,105 @@
+---
+title: Label
+sidebar_label: Label
+---
+
+<!--
+    Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you under the Apache License, Version 2.0 (the
+    "License"); you may not use this file except in compliance
+    with the License.  You may obtain a copy of the License at
+
+      http://www.apache.org/licenses/LICENSE-2.0
+
+    Unless required by applicable law or agreed to in writing,
+    software distributed under the License is distributed on an
+    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+    KIND, either express or implied.  See the License for the
+    specific language governing permissions and limitations
+    under the License.
+-->
+
+import { StoryWithControls } from '../../../src/components/StorybookWrapper';
+
+# Label
+
+The Label component from Superset's UI library.
+
+## Live Example
+
+<StoryWithControls
+  component="Label"
+  props={{
+  type: "default",
+  children: "Label text",
+  monospace: false
+}}
+  controls={[
+  {
+    name: "type",
+    label: "Type",
+    type: "select",
+    options: [
+      "default",
+      "info",
+      "success",
+      "warning",
+      "error",
+      "primary"
+    ],
+    description: "The visual style of the label."
+  },
+  {
+    name: "children",
+    label: "Children",
+    type: "text",
+    description: "The label text content."
+  },
+  {
+    name: "monospace",
+    label: "Monospace",
+    type: "boolean",
+    description: "Use monospace font."
+  }
+]}
+/>
+
+## Try It
+
+Edit the code below to experiment with the component:
+
+```tsx live
+function Demo() {
+  return (
+    <Label
+      type="default"
+    >
+      Label text
+    </Label>
+  );
+}
+```
+
+## Props
+
+| Prop | Type | Default | Description |
+|------|------|---------|-------------|
+| `type` | `string` | `"default"` | The visual style of the label. |
+| `children` | `string` | `"Label text"` | The label text content. |
+| `monospace` | `boolean` | `false` | Use monospace font. |
+
+## Import
+
+```tsx
+import { Label } from '@superset/components';
+```
+
+---
+
+:::tip[Improve this page]
+This documentation is auto-generated from the component's Storybook story.
+Help improve it by [editing the story file](https://github.com/apache/superset/edit/master/superset-frontend/packages/superset-ui-core/src/components/Label/Label.stories.tsx).
+:::

docs/developer_docs/components/ui/list.mdx

@@ -0,0 +1,117 @@
+---
+title: List
+sidebar_label: List
+---
+
+<!--
+    Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you under the Apache License, Version 2.0 (the
+    "License"); you may not use this file except in compliance
+    with the License.  You may obtain a copy of the License at
+
+      http://www.apache.org/licenses/LICENSE-2.0
+
+    Unless required by applicable law or agreed to in writing,
+    software distributed under the License is distributed on an
+    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+    KIND, either express or implied.  See the License for the
+    specific language governing permissions and limitations
+    under the License.
+-->
+
+import { StoryWithControls } from '../../../src/components/StorybookWrapper';
+
+# List
+
+The List component from Superset's UI library.
+
+## Live Example
+
+<StoryWithControls
+  component="List"
+  props={{
+  bordered: false,
+  split: true,
+  size: "default",
+  loading: false,
+  dataSource: [
+    "Dashboard Analytics",
+    "User Management",
+    "Data Sources"
+  ]
+}}
+  controls={[
+  {
+    name: "bordered",
+    label: "Bordered",
+    type: "boolean",
+    description: "Whether to show a border around the list."
+  },
+  {
+    name: "split",
+    label: "Split",
+    type: "boolean",
+    description: "Whether to show a divider between items."
+  },
+  {
+    name: "size",
+    label: "Size",
+    type: "select",
+    options: [
+      "default",
+      "small",
+      "large"
+    ],
+    description: "Size of the list."
+  },
+  {
+    name: "loading",
+    label: "Loading",
+    type: "boolean",
+    description: "Whether to show a loading indicator."
+  }
+]}
+/>
+
+## Try It
+
+Edit the code below to experiment with the component:
+
+```tsx live
+function Demo() {
+  const data = ['Dashboard Analytics', 'User Management', 'Data Sources'];
+  return (
+    <List
+      bordered
+      dataSource={data}
+      renderItem={(item) => <List.Item>{item}</List.Item>}
+    />
+  );
+}
+```
+
+## Props
+
+| Prop | Type | Default | Description |
+|------|------|---------|-------------|
+| `bordered` | `boolean` | `false` | Whether to show a border around the list. |
+| `split` | `boolean` | `true` | Whether to show a divider between items. |
+| `size` | `string` | `"default"` | Size of the list. |
+| `loading` | `boolean` | `false` | Whether to show a loading indicator. |
+| `dataSource` | `any` | `["Dashboard Analytics","User Management","Data Sources"]` | - |
+
+## Import
+
+```tsx
+import { List } from '@superset/components';
+```
+
+---
+
+:::tip[Improve this page]
+This documentation is auto-generated from the component's Storybook story.
+Help improve it by [editing the story file](https://github.com/apache/superset/edit/master/superset-frontend/packages/superset-ui-core/src/components/List/List.stories.tsx).
+:::