touch file to trigger

Co-authored-by: Claude <noreply@anthropic.com>

.asf.yaml

@@ -17,6 +17,12 @@
 
 # https://cwiki.apache.org/confluence/display/INFRA/.asf.yaml+features+for+git+repositories
 ---
+notifications:
+  commits: commits@superset.apache.org
+  issues: notifications@superset.apache.org
+  pullrequests: notifications@superset.apache.org
+  discussions: notifications@superset.apache.org
+
 github:
   del_branch_on_merge: true
   description: "Apache Superset is a Data Visualization and Data Exploration Platform"
@@ -48,6 +54,8 @@ github:
     projects: true
     # Enable wiki for documentation
     wiki: true
+    # Enable discussions
+    discussions: true
 
   enabled_merge_buttons:
     squash: true

.coveragerc

@@ -0,0 +1,36 @@
+# .coveragerc to control coverage.py
+[run]
+branch = True
+source = superset
+# omit = bad_file.py
+
+[paths]
+source =
+    superset/
+    */site-packages/
+
+[report]
+# Regexes for lines to exclude from consideration
+exclude_lines =
+    # Have to re-enable the standard pragma
+    pragma: no cover
+
+    # Don't complain about missing debug-only code:
+    def __repr__
+    if self\.debug
+
+    # Don't complain if tests don't hit defensive assertion code:
+    raise AssertionError
+    raise NotImplementedError
+
+    # Don't complain if non-runnable code isn't run:
+    if 0:
+    if __name__ == .__main__.:
+
+    # Ignore importlib backport
+    from importlib
+
+    if TYPE_CHECKING:
+
+#fail_under = 100
+show_missing = True

.cursor/rules/dev-standard.mdc

@@ -0,0 +1,125 @@
+---
+description: Apache Superset development standards and guidelines for Cursor IDE
+globs: ["**/*.py", "**/*.ts", "**/*.tsx", "**/*.js", "**/*.jsx", "**/*.sql", "**/*.md"]
+alwaysApply: true
+---
+
+# Apache Superset Development Standards for Cursor IDE
+
+Apache Superset is a data visualization platform with Flask/Python backend and React/TypeScript frontend.
+
+## ⚠️ CRITICAL: Ongoing Refactors (What NOT to Do)
+
+**These migrations are actively happening - avoid deprecated patterns:**
+
+### Frontend Modernization
+- **NO `any` types** - Use proper TypeScript types
+- **NO JavaScript files** - Convert to TypeScript (.ts/.tsx)
+- **NO Enzyme** - Use React Testing Library/Jest (Enzyme fully removed)
+- **Use @superset-ui/core** - Don't import Ant Design directly
+
+### Testing Strategy Migration
+- **Prefer unit tests** over integration tests
+- **Prefer integration tests** over Cypress end-to-end tests
+- **Cypress is last resort** - Actively moving away from Cypress
+- **Use Jest + React Testing Library** for component testing
+
+### Backend Type Safety
+- **Add type hints** - All new Python code needs proper typing
+- **MyPy compliance** - Run `pre-commit run mypy` to validate
+- **SQLAlchemy typing** - Use proper model annotations
+
+## Code Standards
+
+### TypeScript Frontend
+- **NO `any` types** - Use proper TypeScript
+- **Functional components** with hooks
+- **@superset-ui/core** for UI components (not direct antd)
+- **Jest** for testing (NO Enzyme)
+- **Redux** for global state, hooks for local
+
+### Python Backend
+- **Type hints required** for all new code
+- **MyPy compliant** - run `pre-commit run mypy`
+- **SQLAlchemy models** with proper typing
+- **pytest** for testing
+
+### Apache License Headers
+- **New files require ASF license headers** - When creating new code files, include the standard Apache Software Foundation license header
+- **LLM instruction files are excluded** - Files like LLMS.md, CLAUDE.md, etc. are in `.rat-excludes` to avoid header token overhead
+
+## Key Directory Structure
+
+```
+superset/
+├── superset/                    # Python backend (Flask, SQLAlchemy)
+│   ├── views/api/              # REST API endpoints
+│   ├── models/                 # Database models
+│   └── connectors/             # Database connections
+├── superset-frontend/src/       # React TypeScript frontend
+│   ├── components/             # Reusable components
+│   ├── explore/                # Chart builder
+│   ├── dashboard/              # Dashboard interface
+│   └── SqlLab/                 # SQL editor
+├── superset-frontend/packages/
+│   └── superset-ui-core/       # UI component library (USE THIS)
+├── tests/                      # Python/integration tests
+├── docs/                       # Documentation (UPDATE FOR CHANGES)
+└── UPDATING.md                 # Breaking changes log
+```
+
+## Architecture Patterns
+
+### Dataset-Centric Approach
+Charts built from enriched datasets containing:
+- Dimension columns with labels/descriptions
+- Predefined metrics as SQL expressions
+- Self-service analytics within defined contexts
+
+### Security & Features
+- **RBAC**: Role-based access via Flask-AppBuilder
+- **Feature flags**: Control feature rollouts
+- **Row-level security**: SQL-based data access control
+
+## Test Utilities
+
+### Python Test Helpers
+- **`SupersetTestCase`** - Base class in `tests/integration_tests/base_tests.py`
+- **`@with_config`** - Config mocking decorator
+- **`@with_feature_flags`** - Feature flag testing
+- **`login_as()`, `login_as_admin()`** - Authentication helpers
+- **`create_dashboard()`, `create_slice()`** - Data setup utilities
+
+### TypeScript Test Helpers
+- **`superset-frontend/spec/helpers/testing-library.tsx`** - Custom render() with providers
+- **`createWrapper()`** - Redux/Router/Theme wrapper
+- **`selectOption()`** - Select component helper
+- **React Testing Library** - NO Enzyme (removed)
+
+## Pre-commit Validation
+
+**Use pre-commit hooks for quality validation:**
+
+```bash
+# Install hooks
+pre-commit install
+
+# Quick validation (faster than --all-files)
+pre-commit run                    # Staged files only
+pre-commit run mypy              # Python type checking
+pre-commit run prettier          # Code formatting
+pre-commit run eslint            # Frontend linting
+```
+
+## Development Guidelines
+
+- **Documentation**: Update docs/ for any user-facing changes
+- **Breaking Changes**: Add to UPDATING.md
+- **Docstrings**: Required for new functions/classes
+- **Follow existing patterns**: Mimic code style, use existing libraries and utilities
+- **Type Safety**: This codebase is actively modernizing toward full TypeScript and type safety
+- **Always run `pre-commit run`** to validate changes before committing
+
+---
+
+**Note**: This codebase is actively modernizing toward full TypeScript and type safety. Always run `pre-commit run` to validate changes. Follow the ongoing refactors section to avoid deprecated patterns.

.gitattributes

@@ -1,3 +1,4 @@
 docker/**/*.sh text eol=lf
 *.svg binary
 *.ipynb binary
+*.geojson binary

.github/CODEOWNERS

@@ -16,7 +16,7 @@
 
 # Notify E2E test maintainers of changes
 
-/superset-frontend/cypress-base/ @sadpandajoe @geido @eschutho @rusackas @betodealmeida
+/superset-frontend/cypress-base/ @sadpandajoe @geido @eschutho @rusackas @betodealmeida @mistercrunch
 
 # Notify PMC members of changes to GitHub Actions
 
@@ -30,13 +30,3 @@
 
 **/*.geojson @villebro @rusackas
 /superset-frontend/plugins/legacy-plugin-chart-country-map/ @villebro @rusackas
-
-# Notify PMC members of changes to extension-related files
-
-/superset-core/ @michael-s-molina @villebro
-/superset-extensions-cli/ @michael-s-molina @villebro
-/superset/core/ @michael-s-molina @villebro
-/superset/extensions/ @michael-s-molina @villebro
-/superset-frontend/src/packages/superset-core/ @michael-s-molina @villebro
-/superset-frontend/src/core/ @michael-s-molina @villebro
-/superset-frontend/src/extensions/ @michael-s-molina @villebro

.github/ISSUE_TEMPLATE/bug-report.yml

@@ -41,8 +41,8 @@ body:
       label: Superset version
       options:
         - master / latest-dev
-        - "4.1.1"
-        - "4.0.2"
+        - "5.0.0"
+        - "4.1.3"
     validations:
       required: true
   - type: dropdown

.github/actions/change-detector/action.yml

@@ -1,27 +1,24 @@
-name: Change Detector
-description: Detects file changes for pull request and push events
+name: 'Change Detector'
+description: 'Detects file changes for pull request and push events'
 inputs:
   token:
-    description: GitHub token for authentication
+    description: 'GitHub token for authentication'
     required: true
 outputs:
   python:
-    description: Whether Python-related files were changed
+    description: 'Whether Python-related files were changed'
     value: ${{ steps.change-detector.outputs.python }}
   frontend:
-    description: Whether frontend-related files were changed
+    description: 'Whether frontend-related files were changed'
     value: ${{ steps.change-detector.outputs.frontend }}
   docker:
-    description: Whether docker-related files were changed
+    description: 'Whether docker-related files were changed'
     value: ${{ steps.change-detector.outputs.docker }}
   docs:
-    description: Whether docs-related files were changed
+    description: 'Whether docs-related files were changed'
     value: ${{ steps.change-detector.outputs.docs }}
-  superset-extensions-cli:
-    description: Whether superset-extensions-cli package-related files were changed
-    value: ${{ steps.change-detector.outputs.superset-extensions-cli }}
 runs:
-  using: composite
+  using: 'composite'
   steps:
     - name: Detect file changes
       id: change-detector

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

@@ -28,7 +28,6 @@ runs:
         if [ "${{ inputs.python-version }}" = "current" ]; then
           echo "PYTHON_VERSION=3.11" >> $GITHUB_ENV
         elif [ "${{ inputs.python-version }}" = "next" ]; then
-          # currently disabled in GHA matrixes because of library compatibility issues
           echo "PYTHON_VERSION=3.12" >> $GITHUB_ENV
         elif [ "${{ inputs.python-version }}" = "previous" ]; then
           echo "PYTHON_VERSION=3.10" >> $GITHUB_ENV
@@ -40,7 +39,17 @@ runs:
       with:
         python-version: ${{ env.PYTHON_VERSION }}
         cache: ${{ inputs.cache }}
+    - name: Cache uv packages
+      uses: actions/cache@v4
+      with:
+        path: ~/.cache/uv
+        key: uv-${{ runner.os }}-python${{ env.PYTHON_VERSION }}-${{ hashFiles('requirements/development.txt', 'requirements/base.txt') }}
+        restore-keys: |
+          uv-${{ runner.os }}-python${{ env.PYTHON_VERSION }}-
     - name: Install dependencies
+      env:
+        UV_CACHE_DIR: ~/.cache/uv
+        UV_PREFER_BINARY: "1"
       run: |
         if [ "${{ inputs.install-superset }}" = "true" ]; then
           sudo apt-get update && sudo apt-get -y install libldap2-dev libsasl2-dev
@@ -48,11 +57,11 @@ runs:
           pip install --upgrade pip setuptools wheel uv
 
           if [ "${{ inputs.requirements-type }}" = "dev" ]; then
-            uv pip install --system -r requirements/development.txt
+            uv pip install --system --prefer-binary -r requirements/development.txt
           elif [ "${{ inputs.requirements-type }}" = "base" ]; then
-            uv pip install --system -r requirements/base.txt
+            uv pip install --system --prefer-binary -r requirements/base.txt
           fi
 
-          uv pip install --system -e .
+          uv pip install --system --prefer-binary -e .
         fi
       shell: bash

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

@@ -26,16 +26,16 @@ runs:
 
     - name: Set up QEMU
       if: ${{ inputs.build == 'true' }}
-      uses: docker/setup-qemu-action@29109295f81e9208d7d86ff1c6c12d2833863392 # v3.6.0
+      uses: docker/setup-qemu-action@v3
 
     - name: Set up Docker Buildx
       if: ${{ inputs.build == 'true' }}
-      uses: docker/setup-buildx-action@8d2750c68a42422c14e847fe6c8ac0403b4cbd6f # v3.12.0
+      uses: docker/setup-buildx-action@v3
 
     - name: Try to login to DockerHub
       if: ${{ inputs.login-to-dockerhub == 'true' }}
       continue-on-error: true
-      uses: docker/login-action@c94ce9fb468520275223c153574b00df6fe4bcc9 # v3.7.0
+      uses: docker/login-action@v3
       with:
         username: ${{ inputs.dockerhub-user }}
         password: ${{ inputs.dockerhub-token }}

.github/copilot-instructions.md

@@ -0,0 +1 @@
+../LLMS.md

.github/dependabot.yml

@@ -1,4 +1,5 @@
 version: 2
+enable-beta-ecosystems: true
 updates:
 
   - package-ecosystem: "github-actions"
@@ -11,6 +12,10 @@ updates:
       # not until React >= 18.0.0
       - dependency-name: "storybook"
       - dependency-name: "@storybook*"
+      # 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
+      - dependency-name: "jest-environment-jsdom"
     directory: "/superset-frontend/"
     schedule:
       interval: "monthly"
@@ -21,9 +26,16 @@ updates:
     versioning-strategy: increase
 
 
-  # - package-ecosystem: "pip"
-  # NOTE: as dependabot isn't compatible with our usage of `uv pip compile` we're using
-  # `supersetbot` instead
+  # NOTE: `uv` support is in beta, more details here:
+  # https://github.com/dependabot/dependabot-core/pull/10040#issuecomment-2696978430
+  - package-ecosystem: "uv"
+    directory: "requirements/"
+    open-pull-requests-limit: 10
+    schedule:
+      interval: "weekly"
+    labels:
+      - uv
+      - dependabot
 
   - package-ecosystem: "npm"
     directory: ".github/actions"

.github/labeler.yml

@@ -127,6 +127,11 @@
   - any-glob-to-any-file:
     - 'superset/translations/es/**'
 
+"i18n:persian":
+- changed-files:
+  - any-glob-to-any-file:
+    - 'superset/translations/fa/**'
+
 ############################################
 # Sub-projects and monorepo packages
 ############################################

.github/workflows/bashlib.sh

@@ -145,6 +145,7 @@ cypress-install() {
 
 cypress-run-all() {
   local USE_DASHBOARD=$1
+  local APP_ROOT=$2
   cd "$GITHUB_WORKSPACE/superset-frontend/cypress-base"
 
   # Start Flask and run it in background
@@ -152,7 +153,12 @@ cypress-run-all() {
   # so errors can print to stderr.
   local flasklog="${HOME}/flask.log"
   local port=8081
-  export CYPRESS_BASE_URL="http://localhost:${port}"
+  CYPRESS_BASE_URL="http://localhost:${port}"
+  if [ -n "$APP_ROOT" ]; then
+    export SUPERSET_APP_ROOT=$APP_ROOT
+    CYPRESS_BASE_URL=${CYPRESS_BASE_URL}${APP_ROOT}
+  fi
+  export CYPRESS_BASE_URL
 
   nohup flask run --no-debugger -p $port >"$flasklog" 2>&1 </dev/null &
   local flaskProcessId=$!

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

@@ -30,8 +30,9 @@ jobs:
       pull-requests: write
       checks: write
     steps:
+
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@v4
         with:
           persist-credentials: true
           ref: master
@@ -40,7 +41,7 @@ jobs:
         uses: ./.github/actions/setup-supersetbot/
 
       - name: Set up Python ${{ inputs.python-version }}
-        uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6
+        uses: actions/setup-python@v5
         with:
           python-version: "3.10"
 

.github/workflows/cancel_duplicates.yml

@@ -31,7 +31,7 @@ jobs:
 
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
         if: steps.check_queued.outputs.count >= 20
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@v4
 
       - name: Cancel duplicate workflow runs
         if: steps.check_queued.outputs.count >= 20

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

@@ -18,11 +18,17 @@ jobs:
     runs-on: ubuntu-22.04
     steps:
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@v4
         with:
           persist-credentials: false
           submodules: recursive
-          depth: 1
+          fetch-depth: 1
+
+      - name: Check for file changes
+        id: check
+        uses: ./.github/actions/change-detector/
+        with:
+          token: ${{ secrets.GITHUB_TOKEN }}
 
       - name: Setup Python
         if: steps.check.outputs.python
@@ -33,10 +39,20 @@ jobs:
         run: ./scripts/uv-pip-compile.sh
 
       - name: Check for uncommitted changes
+        if: steps.check.outputs.python
         run: |
-          if [[ -n "$(git diff)" ]]; then
+          echo "Full diff (for logging/debugging):"
+          git diff
+
+          echo "Filtered diff (excluding comments and whitespace):"
+          filtered_diff=$(git diff -U0 | grep '^[-+]' | grep -vE '^[-+]{3}' | grep -vE '^[-+][[:space:]]*#' | grep -vE '^[-+][[:space:]]*$' || true)
+          echo "$filtered_diff"
+
+          if [[ -n "$filtered_diff" ]]; then
+            echo
             echo "ERROR: The pinned dependencies are not up-to-date."
             echo "Please run './scripts/uv-pip-compile.sh' and commit the changes."
+            echo "More info: https://github.com/apache/superset/tree/master/requirements"
             exit 1
           else
             echo "Pinned dependencies are up-to-date."

.github/workflows/check_db_migration_confict.yml

@@ -25,9 +25,9 @@ jobs:
       pull-requests: write
     steps:
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@v4
       - name: Check and notify
-        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
+        uses: actions/github-script@v7
         with:
           github-token: ${{ github.token }}
           script: |

.github/workflows/claude.yml

@@ -0,0 +1,82 @@
+name: Claude PR Assistant
+
+on:
+  issue_comment:
+    types: [created]
+  pull_request_review_comment:
+    types: [created]
+
+jobs:
+  check-permissions:
+    if: |
+      (github.event_name == 'issue_comment' && contains(github.event.comment.body, '@claude')) ||
+      (github.event_name == 'pull_request_review_comment' && contains(github.event.comment.body, '@claude'))
+    runs-on: ubuntu-latest
+    outputs:
+      allowed: ${{ steps.check.outputs.allowed }}
+    steps:
+      - name: Check if user is allowed
+        id: check
+        run: |
+          # List of allowed users
+          ALLOWED_USERS="mistercrunch,rusackas"
+
+          # Get the commenter's username
+          COMMENTER="${{ github.event.comment.user.login }}"
+
+          echo "Checking permissions for user: $COMMENTER"
+
+          # Check if user is in allowed list
+          if [[ ",$ALLOWED_USERS," == *",$COMMENTER,"* ]]; then
+            echo "allowed=true" >> $GITHUB_OUTPUT
+            echo "✅ User $COMMENTER is allowed to use Claude"
+          else
+            echo "allowed=false" >> $GITHUB_OUTPUT
+            echo "❌ User $COMMENTER is not allowed to use Claude"
+          fi
+
+  deny-access:
+    needs: check-permissions
+    if: needs.check-permissions.outputs.allowed == 'false'
+    runs-on: ubuntu-latest
+    permissions:
+      issues: write
+      pull-requests: write
+    steps:
+      - name: Comment access denied
+        uses: actions/github-script@v7
+        with:
+          script: |
+            const message = `👋 Hi @${{ github.event.comment.user.login || github.event.review.user.login || github.event.issue.user.login }}!
+
+            Thanks for trying to use Claude Code, but currently only certain team members have access to this feature.
+
+            If you believe you should have access, please contact a project maintainer.`;
+
+            await github.rest.issues.createComment({
+              owner: context.repo.owner,
+              repo: context.repo.repo,
+              issue_number: context.issue.number,
+              body: message
+            });
+
+  claude-code-action:
+    needs: check-permissions
+    if: needs.check-permissions.outputs.allowed == 'true'
+    runs-on: ubuntu-latest
+    permissions:
+      contents: write
+      pull-requests: write
+      issues: write
+      id-token: write
+    steps:
+    - name: Checkout repository
+      uses: actions/checkout@v4
+      with:
+        fetch-depth: 1
+
+    - name: Run Claude PR Action
+      uses: anthropics/claude-code-action@beta
+      with:
+        anthropic_api_key: ${{ secrets.ANTHROPIC_API_KEY }}
+        timeout_minutes: "60"

.github/workflows/codeql-analysis.yml

@@ -31,7 +31,7 @@ jobs:
 
     steps:
       - name: Checkout repository
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@v4
 
       - name: Check for file changes
         id: check

.github/workflows/dependency-review.yml

@@ -27,9 +27,9 @@ jobs:
     runs-on: ubuntu-24.04
     steps:
       - name: "Checkout Repository"
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@v4
       - name: "Dependency Review"
-        uses: actions/dependency-review-action@2031cfc080254a8a887f58cffee85186f0e49e48 # v4.9.0
+        uses: actions/dependency-review-action@v4
         continue-on-error: true
         with:
           fail-on-severity: critical
@@ -48,20 +48,21 @@ jobs:
           allow-dependencies-licenses: pkg:npm/store2@2.14.2, pkg:npm/applitools/core, pkg:npm/applitools/core-base, pkg:npm/applitools/css-tree, pkg:npm/applitools/ec-client, pkg:npm/applitools/eg-socks5-proxy-server, pkg:npm/applitools/eyes, pkg:npm/applitools/eyes-cypress, pkg:npm/applitools/nml-client, pkg:npm/applitools/tunnel-client, pkg:npm/applitools/utils, pkg:npm/node-forge@1.3.1, pkg:npm/rgbcolor, pkg:npm/jszip@3.10.1
 
   python-dependency-liccheck:
+    # NOTE: Configuration for liccheck lives in our pyproject.yml.
+    # You cannot use a liccheck.ini file in this workflow.
     runs-on: ubuntu-22.04
     steps:
       - name: "Checkout Repository"
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@v4
 
-      - name: Set up Python
-        uses: actions/setup-python@v5
+      - name: Setup Python
+        uses: ./.github/actions/setup-backend/
         with:
-          python-version: "3.11"
-          cache: "pip"
-
-      - name: "Install dependencies and liccheck"
-        run: pip install -r requirements/base.txt liccheck
+          requirements-type: base
 
+      - name: "Set up liccheck"
+        run: |
+          uv pip install --system liccheck
       - name: "Run liccheck"
         run: |
           # run the checks

.github/workflows/docker.yml

@@ -14,6 +14,7 @@ concurrency:
   cancel-in-progress: true
 
 jobs:
+
   setup_matrix:
     runs-on: ubuntu-24.04
     outputs:
@@ -39,8 +40,9 @@ jobs:
       IMAGE_TAG: apache/superset:GHA-${{ matrix.build_preset }}-${{ github.run_id }}
 
     steps:
+
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@v4
         with:
           persist-credentials: false
 
@@ -89,7 +91,7 @@ jobs:
       # in the context of push (using multi-platform build), we need to pull the image locally
       - name: Docker pull
         if: github.event_name == 'push' && (steps.check.outputs.python || steps.check.outputs.frontend || steps.check.outputs.docker)
-        run: docker pull $IMAGE_TAG
+        run:  docker pull $IMAGE_TAG
 
       - name: Print docker stats
         if: steps.check.outputs.python || steps.check.outputs.frontend || steps.check.outputs.docker
@@ -109,10 +111,13 @@ jobs:
           docker compose up superset-init --exit-code-from superset-init
 
   docker-compose-image-tag:
+    # Run this job only on pushes to master (not for PRs)
+    # goal is to check that building the latest image works, not required for all PR pushes
+    if: github.event_name == 'push' && github.ref == 'refs/heads/master'
     runs-on: ubuntu-24.04
     steps:
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@v4
         with:
           persist-credentials: false
       - name: Check for file changes

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

@@ -28,11 +28,11 @@ jobs:
       run:
         working-directory: superset-embedded-sdk
     steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
-      - uses: actions/setup-node@53b83947a5a98c8d113130e565377fae1a50d02f # v6
+      - uses: actions/checkout@v4
+      - uses: actions/setup-node@v4
         with:
-          node-version: "20"
-          registry-url: "https://registry.npmjs.org"
+          node-version-file: './superset-embedded-sdk/.nvmrc'
+          registry-url: 'https://registry.npmjs.org'
       - run: npm ci
       - run: npm run ci:release
         env:

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

@@ -18,11 +18,11 @@ jobs:
       run:
         working-directory: superset-embedded-sdk
     steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
-      - uses: actions/setup-node@53b83947a5a98c8d113130e565377fae1a50d02f # v6
+      - uses: actions/checkout@v4
+      - uses: actions/setup-node@v4
         with:
-          node-version: "20"
-          registry-url: "https://registry.npmjs.org"
+          node-version-file: './superset-embedded-sdk/.nvmrc'
+          registry-url: 'https://registry.npmjs.org'
       - run: npm ci
       - run: npm test
       - run: npm run build

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

@@ -63,7 +63,7 @@ jobs:
 
       - name: Comment (success)
         if: steps.describe-services.outputs.active == 'true'
-        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
+        uses: actions/github-script@v7
         with:
           github-token: ${{github.token}}
           script: |

.github/workflows/ephemeral-env.yml

@@ -10,11 +10,11 @@ on:
   workflow_dispatch:
     inputs:
       label_name:
-        description: "Label name to simulate label-based /testenv trigger"
+        description: 'Label name to simulate label-based /testenv trigger'
         required: true
-        default: "testenv-up"
+        default: 'testenv-up'
       issue_number:
-        description: "Issue or PR number"
+        description: 'Issue or PR number'
         required: true
 
 jobs:
@@ -55,7 +55,7 @@ jobs:
       - name: Get event SHA
         id: get-sha
         if: steps.eval-label.outputs.result == 'up'
-        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
+        uses: actions/github-script@v7
         with:
           github-token: ${{ secrets.GITHUB_TOKEN }}
           script: |
@@ -86,7 +86,7 @@ jobs:
             core.setOutput("sha", prSha);
 
       - name: Looking for feature flags in PR description
-        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
+        uses: actions/github-script@v7
         id: eval-feature-flags
         if: steps.eval-label.outputs.result == 'up'
         with:
@@ -108,7 +108,7 @@ jobs:
             return results;
 
       - name: Reply with confirmation comment
-        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
+        uses: actions/github-script@v7
         if: steps.eval-label.outputs.result == 'up'
         with:
           github-token: ${{ secrets.GITHUB_TOKEN }}
@@ -126,7 +126,11 @@ jobs:
               throw new Error("Issue number is not available.");
             }
 
-            const body = `@${user} Processing your ephemeral environment request [here](${workflowUrl}). Action: **${action}**.`;
+            const body = `@${user} Processing your ephemeral environment request [here](${workflowUrl}).` +
+              ` Action: **${action}**.` +
+              ` More information on [how to use or configure ephemeral environments]` +
+              `(https://superset.apache.org/docs/contributing/howtos/#github-ephemeral-environments)`;
+
 
             await github.rest.issues.createComment({
               owner: context.repo.owner,
@@ -145,7 +149,7 @@ jobs:
     runs-on: ubuntu-24.04
     steps:
       - name: "Checkout ${{ github.ref }} ( ${{ needs.ephemeral-env-label.outputs.sha }} : ${{steps.get-sha.outputs.sha}} )"
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@v4
         with:
           ref: ${{ needs.ephemeral-env-label.outputs.sha }}
           persist-credentials: false
@@ -174,7 +178,7 @@ jobs:
             --extra-flags "--build-arg INCLUDE_CHROMIUM=false"
 
       - name: Configure AWS credentials
-        uses: aws-actions/configure-aws-credentials@8df5847569e6427dd6c4fb1cf565c83acfa8afa7 # v6
+        uses: aws-actions/configure-aws-credentials@v4
         with:
           aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }}
           aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
@@ -182,7 +186,7 @@ jobs:
 
       - name: Login to Amazon ECR
         id: login-ecr
-        uses: aws-actions/amazon-ecr-login@c962da2960ed15f492addc26fffa274485265950 # v2
+        uses: aws-actions/amazon-ecr-login@v2
 
       - name: Load, tag and push image to ECR
         id: push-image
@@ -205,12 +209,12 @@ jobs:
       pull-requests: write
 
     steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: actions/checkout@v4
         with:
           persist-credentials: false
 
       - name: Configure AWS credentials
-        uses: aws-actions/configure-aws-credentials@8df5847569e6427dd6c4fb1cf565c83acfa8afa7 # v6
+        uses: aws-actions/configure-aws-credentials@v4
         with:
           aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }}
           aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
@@ -218,7 +222,7 @@ jobs:
 
       - name: Login to Amazon ECR
         id: login-ecr
-        uses: aws-actions/amazon-ecr-login@c962da2960ed15f492addc26fffa274485265950 # v2
+        uses: aws-actions/amazon-ecr-login@v2
 
       - name: Check target image exists in ECR
         id: check-image
@@ -233,7 +237,7 @@ jobs:
 
       - name: Fail on missing container image
         if: steps.check-image.outcome == 'failure'
-        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
+        uses: actions/github-script@v7
         with:
           github-token: ${{ github.token }}
           script: |
@@ -248,7 +252,7 @@ jobs:
 
       - name: Fill in the new image ID in the Amazon ECS task definition
         id: task-def
-        uses: aws-actions/amazon-ecs-render-task-definition@77954e213ba1f9f9cb016b86a1d4f6fcdea0d57e # v1
+        uses: aws-actions/amazon-ecs-render-task-definition@v1
         with:
           task-definition: .github/workflows/ecs-task-definition.json
           container-name: superset-ci
@@ -281,7 +285,7 @@ jobs:
           --tags key=pr,value=$PR_NUMBER key=github_user,value=${{ github.actor }}
       - name: Deploy Amazon ECS task definition
         id: deploy-task
-        uses: aws-actions/amazon-ecs-deploy-task-definition@cbf54ec46642b86ff78c2f5793da6746954cf8ff # v2
+        uses: aws-actions/amazon-ecs-deploy-task-definition@v2
         with:
           task-definition: ${{ steps.task-def.outputs.task-definition }}
           service: pr-${{ github.event.inputs.issue_number || github.event.pull_request.number }}-service
@@ -296,14 +300,14 @@ jobs:
       - name: Get network interface
         id: get-eni
         run: |
-          echo "eni=$(aws ecs describe-tasks --cluster superset-ci --tasks ${{ steps.list-tasks.outputs.task }} | jq '.tasks[0].attachments[0].details | map(select(.name==\"networkInterfaceId\"))[0].value')" >> $GITHUB_OUTPUT
+          echo "eni=$(aws ecs describe-tasks --cluster superset-ci --tasks ${{ steps.list-tasks.outputs.task }} | jq '.tasks[0].attachments[0].details | map(select(.name=="networkInterfaceId"))[0].value')" >> $GITHUB_OUTPUT
       - name: Get public IP
         id: get-ip
         run: |
           echo "ip=$(aws ec2 describe-network-interfaces --network-interface-ids ${{ steps.get-eni.outputs.eni }} | jq -r '.NetworkInterfaces | first | .Association.PublicIp')" >> $GITHUB_OUTPUT
       - name: Comment (success)
         if: ${{ success() }}
-        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
+        uses: actions/github-script@v7
         with:
           github-token: ${{github.token}}
           script: |
@@ -316,7 +320,7 @@ jobs:
             });
       - name: Comment (failure)
         if: ${{ failure() }}
-        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
+        uses: actions/github-script@v7
         with:
           github-token: ${{github.token}}
           script: |

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

@@ -27,12 +27,12 @@ jobs:
     runs-on: ubuntu-24.04
     steps:
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@v4
         with:
           persist-credentials: false
           submodules: recursive
       - name: Setup Java
-        uses: actions/setup-java@be666c2fcd27ec809703dec50e508c2fdc7f6654 # v5
+        uses: actions/setup-java@v4
         with:
           distribution: "temurin"
           java-version: "11"

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

@@ -9,16 +9,17 @@ on:
     types: [synchronize, opened, reopened, ready_for_review]
 
 jobs:
+
   validate-all-ghas:
     runs-on: ubuntu-24.04
     steps:
       - name: Checkout Repository
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@v4
 
       - name: Set up Node.js
-        uses: actions/setup-node@53b83947a5a98c8d113130e565377fae1a50d02f # v6
+        uses: actions/setup-node@v4
         with:
-          node-version: "20"
+          node-version: '20'
 
       - name: Install Dependencies
         run: npm install -g @action-validator/core @action-validator/cli --save-dev

.github/workflows/issue_creation.yml

@@ -15,8 +15,9 @@ jobs:
       pull-requests: write
       issues: write
     steps:
+
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@v4
         with:
           persist-credentials: false
 

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

@@ -11,27 +11,27 @@ jobs:
       contents: write
 
     steps:
-      - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
-        with:
-          persist-credentials: false
-          submodules: recursive
+    - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
+      uses: actions/checkout@v4
+      with:
+        persist-credentials: false
+        submodules: recursive
 
-      - name: Check for latest tag
-        id: latest-tag
-        run: |
-          source ./scripts/tag_latest_release.sh $(echo ${{ github.event.release.tag_name }}) --dry-run
+    - name: Check for latest tag
+      id: latest-tag
+      run: |
+        source ./scripts/tag_latest_release.sh $(echo ${{ github.event.release.tag_name }}) --dry-run
 
-      - name: Configure Git
-        run: |
-          git config user.name "$GITHUB_ACTOR"
-          git config user.email "$GITHUB_ACTOR@users.noreply.github.com"
+    - name: Configure Git
+      run: |
+        git config user.name "$GITHUB_ACTOR"
+        git config user.email "$GITHUB_ACTOR@users.noreply.github.com"
 
-      - name: Run latest-tag
-        uses: ./.github/actions/latest-tag
-        if: (! ${{ steps.latest-tag.outputs.SKIP_TAG }} )
-        with:
-          description: Superset latest release
-          tag-name: latest
-        env:
-          GITHUB_TOKEN: ${{ github.token }}
+    - name: Run latest-tag
+      uses: ./.github/actions/latest-tag
+      if: (! ${{ steps.latest-tag.outputs.SKIP_TAG }} )
+      with:
+        description: Superset latest release
+        tag-name: latest
+      env:
+        GITHUB_TOKEN: ${{ github.token }}

.github/workflows/license-check.yml

@@ -15,14 +15,14 @@ jobs:
     runs-on: ubuntu-24.04
     steps:
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@v4
         with:
           persist-credentials: false
           submodules: recursive
       - name: Setup Java
-        uses: actions/setup-java@be666c2fcd27ec809703dec50e508c2fdc7f6654 # v5
+        uses: actions/setup-java@v4
         with:
-          distribution: "temurin"
-          java-version: "11"
+          distribution: 'temurin'
+          java-version: '11'
       - name: Run license check
         run: ./scripts/check_license.sh

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

@@ -13,13 +13,13 @@ jobs:
   check-hold-label:
     runs-on: ubuntu-24.04
     steps:
-      - name: Check for 'hold' label
-        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
-        with:
-          github-token: ${{secrets.GITHUB_TOKEN}}
-          script: |
-            const payload = context.payload.pull_request
-            const holdLabelPresent = !!payload.labels.find(label => label.name.includes('hold'))
-            if (holdLabelPresent) {
-              core.setFailed('Hold label is present, merge is blocked.')
-            }
+    - name: Check for 'hold' label
+      uses: actions/github-script@v7
+      with:
+        github-token: ${{secrets.GITHUB_TOKEN}}
+        script: |
+          const payload = context.payload.pull_request
+          const holdLabelPresent = !!payload.labels.find(label => label.name.includes('hold'))
+          if (holdLabelPresent) {
+            core.setFailed('Hold label is present, merge is blocked.')
+          }

.github/workflows/pr-lint.yml

@@ -16,7 +16,7 @@ jobs:
       pull-requests: write
     steps:
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@v4
         with:
           persist-credentials: false
           submodules: recursive
@@ -26,5 +26,6 @@ jobs:
           on-failed-regex-fail-action: true
           on-failed-regex-request-changes: false
           on-failed-regex-create-review: false
-          on-failed-regex-comment: "Please format your PR title to match: `%regex%`!"
+          on-failed-regex-comment:
+            "Please format your PR title to match: `%regex%`!"
           repo-token: "${{ github.token }}"

.github/workflows/pre-commit.yml

@@ -18,10 +18,10 @@ jobs:
     runs-on: ubuntu-24.04
     strategy:
       matrix:
-        python-version: ["current", "previous"]
+        python-version: ["current", "previous", "next"]
     steps:
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@v4
         with:
           persist-credentials: false
           submodules: recursive
@@ -38,14 +38,47 @@ jobs:
           echo "HOMEBREW_CELLAR=$HOMEBREW_CELLAR" >>"${GITHUB_ENV}"
           echo "HOMEBREW_REPOSITORY=$HOMEBREW_REPOSITORY" >>"${GITHUB_ENV}"
           brew install norwoodj/tap/helm-docs
+      - name: Setup Node.js
+        uses: actions/setup-node@v4
+        with:
+          node-version: '20'
+
+      - name: Install Frontend Dependencies
+        run: |
+          cd superset-frontend
+          npm ci
+
+      - name: Install Docs Dependencies
+        run: |
+          cd docs
+          yarn install --immutable
+
+      - name: Cache pre-commit environments
+        uses: actions/cache@v4
+        with:
+          path: ~/.cache/pre-commit
+          key: pre-commit-v2-${{ runner.os }}-py${{ matrix.python-version }}-${{ hashFiles('.pre-commit-config.yaml') }}
+          restore-keys: |
+            pre-commit-v2-${{ runner.os }}-py${{ matrix.python-version }}-
+
       - name: pre-commit
         run: |
           set +e  # Don't exit immediately on failure
-          # Skip eslint as it requires `npm ci` and is executed in another job
-          export SKIP=eslint
+          export SKIP=eslint-frontend,type-checking-frontend
           pre-commit run --all-files
-          if [ $? -ne 0 ] || ! git diff --quiet --exit-code; then
-            echo "❌ Pre-commit check failed."
+          PRE_COMMIT_EXIT_CODE=$?
+          git diff --quiet --exit-code
+          GIT_DIFF_EXIT_CODE=$?
+          if [ "${PRE_COMMIT_EXIT_CODE}" -ne 0 ] || [ "${GIT_DIFF_EXIT_CODE}" -ne 0 ]; then
+            if [ "${PRE_COMMIT_EXIT_CODE}" -ne 0 ]; then
+              echo "❌ Pre-commit check failed (exit code: ${EXIT_CODE})."
+            else
+              echo "❌ Git working directory is dirty."
+              echo "📌 This likely means that pre-commit made changes that were not committed."
+              echo "🔍 Modified files:"
+              git diff --name-only
+            fi
+
             echo "🚒 To prevent/address this CI issue, please install/use pre-commit locally."
             echo "📖 More details here: https://superset.apache.org/docs/contributing/development#git-hooks"
             exit 1

.github/workflows/release.yml

@@ -24,15 +24,9 @@ jobs:
     needs: config
     if: needs.config.outputs.has-secrets
     name: Bump version and publish package(s)
-
     runs-on: ubuntu-24.04
-
-    strategy:
-      matrix:
-        node-version: [20]
-
     steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: actions/checkout@v4
         with:
           # pulls all commits (needed for lerna / semantic release to correctly version)
           fetch-depth: 0
@@ -46,15 +40,15 @@ jobs:
           git fetch --prune --unshallow
           git tag -d `git tag | grep -E '^trigger-'`
 
-      - name: Use Node.js ${{ matrix.node-version }}
+      - name: Install Node.js
         if: env.HAS_TAGS
-        uses: actions/setup-node@53b83947a5a98c8d113130e565377fae1a50d02f # v6
+        uses: actions/setup-node@v4
         with:
-          node-version: ${{ matrix.node-version }}
+          node-version-file: './superset-frontend/.nvmrc'
 
       - name: Cache npm
         if: env.HAS_TAGS
-        uses: actions/cache@668228422ae6a00e4ad889ee87cd7109ec5666a7 # v5
+        uses: actions/cache@v4
         with:
           path: ~/.npm # npm cache files are stored in `~/.npm` on Linux/macOS
           key: ${{ runner.OS }}-node-${{ hashFiles('**/package-lock.json') }}
@@ -68,7 +62,7 @@ jobs:
         run: echo "dir=$(npm config get cache)" >> $GITHUB_OUTPUT
       - name: Cache npm
         if: env.HAS_TAGS
-        uses: actions/cache@668228422ae6a00e4ad889ee87cd7109ec5666a7 # v5
+        uses: actions/cache@v4
         id: npm-cache # use this to check for `cache-hit` (`steps.npm-cache.outputs.cache-hit != 'true'`)
         with:
           path: ${{ steps.npm-cache-dir-path.outputs.dir }}

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

@@ -26,7 +26,6 @@ jobs:
       fail-fast: false
       matrix:
         browser: ["chrome"]
-        node: [20]
     env:
       SUPERSET_ENV: development
       SUPERSET_CONFIG: tests.integration_tests.superset_test_config
@@ -40,7 +39,7 @@ jobs:
       APPLITOOLS_BATCH_NAME: Superset Cypress
     services:
       postgres:
-        image: postgres:15-alpine
+        image: postgres:16-alpine
         env:
           POSTGRES_USER: superset
           POSTGRES_PASSWORD: superset
@@ -66,7 +65,7 @@ jobs:
       - name: Setup Node.js
         uses: actions/setup-node@v4
         with:
-          node-version: ${{ matrix.node }}
+          node-version-file: './superset-frontend/.nvmrc'
       - name: Install npm dependencies
         uses: ./.github/actions/cached-dependencies
         with:

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

@@ -28,9 +28,6 @@ jobs:
     needs: config
     if: needs.config.outputs.has-secrets
     runs-on: ubuntu-24.04
-    strategy:
-      matrix:
-        node: [20]
     steps:
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
         uses: actions/checkout@v4
@@ -41,7 +38,7 @@ jobs:
       - name: Set up Node.js
         uses: actions/setup-node@v4
         with:
-          node-version: ${{ matrix.node }}
+          node-version-file: './superset-frontend/.nvmrc'
       - name: Install eyes-storybook dependencies
         uses: ./.github/actions/cached-dependencies
         with:

.github/workflows/superset-cli.yml

@@ -1,4 +1,4 @@
-name: Superset App CLI tests
+name: Superset CLI tests
 
 on:
   push:
@@ -37,7 +37,7 @@ jobs:
           - 16379:6379
     steps:
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@v4
         with:
           persist-credentials: false
           submodules: recursive

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

@@ -30,21 +30,21 @@ jobs:
     name: Build & Deploy
     runs-on: ubuntu-24.04
     steps:
-      - name: "Checkout ${{ github.event.workflow_run.head_sha || github.sha }}"
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
+        uses: actions/checkout@v4
         with:
           persist-credentials: false
           submodules: recursive
       - name: Set up Node.js
-        uses: actions/setup-node@53b83947a5a98c8d113130e565377fae1a50d02f # v6
+        uses: actions/setup-node@v4
         with:
-          node-version: "20"
+          node-version-file: './docs/.nvmrc'
       - name: Setup Python
         uses: ./.github/actions/setup-backend/
-      - uses: actions/setup-java@be666c2fcd27ec809703dec50e508c2fdc7f6654 # v5
+      - uses: actions/setup-java@v4
         with:
-          distribution: "zulu"
-          java-version: "21"
+          distribution: 'zulu'
+          java-version: '21'
       - name: Install Graphviz
         run: sudo apt-get install -y graphviz
       - name: Compute Entity Relationship diagram (ERD)

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

@@ -18,9 +18,9 @@ jobs:
     name: Link Checking
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+      - uses: actions/checkout@v4
       # Do not bump this linkinator-action version without opening
-      # an ASF Infra ticket to allow the new verison first!
+      # an ASF Infra ticket to allow the new version first!
       - uses: JustinBeckwith/linkinator-action@v1.11.0
         continue-on-error: true # This will make the job advisory (non-blocking, no red X)
         with:
@@ -56,14 +56,14 @@ jobs:
         working-directory: docs
     steps:
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@v4
         with:
           persist-credentials: false
           submodules: recursive
       - name: Set up Node.js
-        uses: actions/setup-node@53b83947a5a98c8d113130e565377fae1a50d02f # v6
+        uses: actions/setup-node@v4
         with:
-          node-version: "20"
+          node-version-file: './docs/.nvmrc'
       - name: yarn install
         run: |
           yarn install --check-cache

.github/workflows/superset-e2e.yml

@@ -10,17 +10,17 @@ on:
   workflow_dispatch:
     inputs:
       use_dashboard:
-        description: "Use Cypress Dashboard (true/false) [paid service - trigger manually when needed]. You MUST provide a branch and/or PR number below for this to work."
+        description: 'Use Cypress Dashboard (true/false) [paid service - trigger manually when needed]. You MUST provide a branch and/or PR number below for this to work.'
         required: false
-        default: "false"
+        default: 'false'
       ref:
-        description: "The branch or tag to checkout"
+        description: 'The branch or tag to checkout'
         required: false
-        default: ""
+        default: ''
       pr_id:
-        description: "The pull request ID to checkout"
+        description: 'The pull request ID to checkout'
         required: false
-        default: ""
+        default: ''
 
 concurrency:
   group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.run_id }}
@@ -42,6 +42,7 @@ jobs:
       matrix:
         parallel_id: [0, 1, 2, 3, 4, 5]
         browser: ["chrome"]
+        app_root: ["", "/app/prefix"]
     env:
       SUPERSET_ENV: development
       SUPERSET_CONFIG: tests.integration_tests.superset_test_config
@@ -49,11 +50,11 @@ jobs:
       PYTHONPATH: ${{ github.workspace }}
       REDIS_PORT: 16379
       GITHUB_TOKEN: ${{ github.token }}
-      # use the dashboard feature when running manually OR merging to master
-      USE_DASHBOARD: ${{ github.event.inputs.use_dashboard == 'true'|| (github.ref == 'refs/heads/master' && 'true') || 'false' }}
+      # Only use dashboard when explicitly requested via workflow_dispatch
+      USE_DASHBOARD: ${{ github.event.inputs.use_dashboard == 'true' || 'false' }}
     services:
       postgres:
-        image: postgres:15-alpine
+        image: postgres:16-alpine
         env:
           POSTGRES_USER: superset
           POSTGRES_PASSWORD: superset
@@ -68,20 +69,21 @@ jobs:
       # Conditional checkout based on context
       - name: Checkout for push or pull_request event
         if: github.event_name == 'push' || github.event_name == 'pull_request'
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@v4
         with:
           persist-credentials: false
           submodules: recursive
+          ref: ${{ github.event_name == 'pull_request' && github.event.pull_request.head.sha || github.sha }}
       - name: Checkout using ref (workflow_dispatch)
         if: github.event_name == 'workflow_dispatch' && github.event.inputs.ref != ''
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@v4
         with:
           persist-credentials: false
           ref: ${{ github.event.inputs.ref }}
           submodules: recursive
       - name: Checkout using PR ID (workflow_dispatch)
         if: github.event_name == 'workflow_dispatch' && github.event.inputs.pr_id != ''
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@v4
         with:
           persist-credentials: false
           ref: refs/pull/${{ github.event.inputs.pr_id }}/merge
@@ -107,9 +109,9 @@ jobs:
           run: testdata
       - name: Setup Node.js
         if: steps.check.outputs.python || steps.check.outputs.frontend
-        uses: actions/setup-node@53b83947a5a98c8d113130e565377fae1a50d02f # v6
+        uses: actions/setup-node@v4
         with:
-          node-version: "20"
+          node-version-file: './superset-frontend/.nvmrc'
       - name: Install npm dependencies
         if: steps.check.outputs.python || steps.check.outputs.frontend
         uses: ./.github/actions/cached-dependencies
@@ -135,9 +137,16 @@ jobs:
           CYPRESS_RECORD_KEY: ${{ secrets.CYPRESS_RECORD_KEY }}
           NODE_OPTIONS: "--max-old-space-size=4096"
         with:
-          run: cypress-run-all ${{ env.USE_DASHBOARD }}
+          run: cypress-run-all ${{ env.USE_DASHBOARD }} ${{ matrix.app_root }}
+      - name: Set safe app root
+        if: failure()
+        id: set-safe-app-root
+        run: |
+          APP_ROOT="${{ matrix.app_root }}"
+          SAFE_APP_ROOT=${APP_ROOT//\//_}
+          echo "safe_app_root=$SAFE_APP_ROOT" >> $GITHUB_OUTPUT
       - name: Upload Artifacts
-        uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7
+        uses: actions/upload-artifact@v4
         if: failure()
         with:
           path: ${{ github.workspace }}/superset-frontend/cypress-base/cypress/screenshots

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

@@ -1,64 +0,0 @@
-name: Superset Extensions CLI Package Tests
-
-on:
-  push:
-    branches:
-      - "master"
-      - "[0-9].[0-9]*"
-  pull_request:
-    types: [synchronize, opened, reopened, ready_for_review]
-
-# cancel previous workflow jobs for PRs
-concurrency:
-  group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.run_id }}
-  cancel-in-progress: true
-
-jobs:
-  test-superset-extensions-cli-package:
-    runs-on: ubuntu-24.04
-    strategy:
-      matrix:
-        python-version: ["previous", "current", "next"]
-    defaults:
-      run:
-        working-directory: superset-extensions-cli
-    steps:
-      - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
-        with:
-          persist-credentials: false
-          submodules: recursive
-
-      - name: Check for file changes
-        id: check
-        uses: ./.github/actions/change-detector/
-        with:
-          token: ${{ secrets.GITHUB_TOKEN }}
-
-      - name: Setup Python
-        if: steps.check.outputs.superset-extensions-cli
-        uses: ./.github/actions/setup-backend/
-        with:
-          python-version: ${{ matrix.python-version }}
-          requirements-type: dev
-
-      - name: Run pytest with coverage
-        if: steps.check.outputs.superset-extensions-cli
-        run: |
-          pytest --cov=superset_extensions_cli --cov-report=xml --cov-report=term-missing --cov-report=html -v --tb=short
-
-      - name: Upload coverage reports to Codecov
-        if: steps.check.outputs.superset-extensions-cli
-        uses: codecov/codecov-action@1af58845a975a7985b0beb0cbe6fbbb71a41dbad # v5
-        with:
-          file: ./coverage.xml
-          flags: superset-extensions-cli
-          name: superset-extensions-cli-coverage
-          fail_ci_if_error: false
-
-      - name: Upload HTML coverage report
-        if: steps.check.outputs.superset-extensions-cli
-        uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7
-        with:
-          name: superset-extensions-cli-coverage-html
-          path: htmlcov/

.github/workflows/superset-frontend.yml

@@ -23,9 +23,11 @@ jobs:
       should-run: ${{ steps.check.outputs.frontend }}
     steps:
       - name: Checkout Code
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@v4
         with:
           persist-credentials: false
+          fetch-depth: 0
+          ref: ${{ github.event_name == 'pull_request' && github.event.pull_request.head.sha || github.sha }}
 
       - name: Check for File Changes
         id: check
@@ -39,6 +41,10 @@ jobs:
         env:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
         run: |
+          echo "git rev-parse --short HEAD"
+          git rev-parse --short HEAD
+          echo "git show -s --format=raw HEAD"
+          git show -s --format=raw HEAD
           docker buildx build \
             -t $TAG \
             --cache-from=type=registry,ref=apache/superset-cache:3.10-slim-bookworm \
@@ -52,7 +58,7 @@ jobs:
 
       - name: Upload Docker Image Artifact
         if: steps.check.outputs.frontend
-        uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7
+        uses: actions/upload-artifact@v4
         with:
           name: docker-image
           path: docker-image.tar.gz
@@ -67,7 +73,7 @@ jobs:
     runs-on: ubuntu-24.04
     steps:
       - name: Download Docker Image Artifact
-        uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8
+        uses: actions/download-artifact@v4
         with:
           name: docker-image
 
@@ -84,7 +90,7 @@ jobs:
           "npm run test -- --coverage --shard=${{ matrix.shard }}/8 --coverageReporters=json-summary"
 
       - name: Upload Coverage Artifact
-        uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7
+        uses: actions/upload-artifact@v4
         with:
           name: coverage-artifacts-${{ matrix.shard }}
           path: superset-frontend/coverage
@@ -95,7 +101,7 @@ jobs:
     runs-on: ubuntu-24.04
     steps:
       - name: Download Coverage Artifacts
-        uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8
+        uses: actions/download-artifact@v4
         with:
           pattern: coverage-artifacts-*
           path: coverage/
@@ -107,7 +113,7 @@ jobs:
         run: npx nyc merge coverage/ merged-output/coverage-summary.json
 
       - name: Upload Code Coverage
-        uses: codecov/codecov-action@1af58845a975a7985b0beb0cbe6fbbb71a41dbad # v5
+        uses: codecov/codecov-action@v5
         with:
           flags: javascript
           token: ${{ secrets.CODECOV_TOKEN }}
@@ -115,7 +121,7 @@ jobs:
           files: merged-output/coverage-summary.json
           slug: apache/superset
 
-  core-cover:
+  lint-frontend:
     needs: frontend-build
     if: needs.frontend-build.outputs.should-run == 'true'
     runs-on: ubuntu-24.04
@@ -126,25 +132,8 @@ jobs:
           name: docker-image
 
       - name: Load Docker Image
-        run: docker load < docker-image.tar.gz
-
-      - name: superset-ui/core coverage
         run: |
-          docker run --rm $TAG bash -c \
-          "npm run core:cover"
-
-  lint-frontend:
-    needs: frontend-build
-    if: needs.frontend-build.outputs.should-run == 'true'
-    runs-on: ubuntu-24.04
-    steps:
-      - name: Download Docker Image Artifact
-        uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8
-        with:
-          name: docker-image
-
-      - name: Load Docker Image
-        run: docker load < docker-image.tar.gz
+          docker load < docker-image.tar.gz
 
       - name: eslint
         run: |
@@ -162,7 +151,7 @@ jobs:
     runs-on: ubuntu-24.04
     steps:
       - name: Download Docker Image Artifact
-        uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8
+        uses: actions/download-artifact@v4
         with:
           name: docker-image
 
@@ -174,7 +163,7 @@ jobs:
           docker run --rm $TAG bash -c \
           "npm run plugins:build"
 
-      - name: Build Storybook and Run Tests
+      - name: Build Plugins Storybook
         run: |
           docker run --rm $TAG bash -c \
           "npm run plugins:build-storybook"

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

@@ -16,21 +16,21 @@ jobs:
     runs-on: ubuntu-24.04
     steps:
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@v4
         with:
           persist-credentials: false
           submodules: recursive
           fetch-depth: 0
 
       - name: Set up Helm
-        uses: azure/setup-helm@1a275c3b69536ee54be43f2070a358922e12c8d4 # v4
+        uses: azure/setup-helm@v4
         with:
           version: v3.16.4
 
       - name: Setup Python
         uses: ./.github/actions/setup-backend/
         with:
-          install-superset: "false"
+          install-superset: 'false'
 
       - name: Set up chart-testing
         uses: ./.github/actions/chart-testing-action

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

@@ -29,7 +29,7 @@ jobs:
 
     steps:
       - name: Checkout code
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@v4
         with:
           ref: ${{ inputs.ref || github.ref_name }}
           persist-credentials: true
@@ -42,7 +42,7 @@ jobs:
           git config user.email "$GITHUB_ACTOR@users.noreply.github.com"
 
       - name: Install Helm
-        uses: azure/setup-helm@1a275c3b69536ee54be43f2070a358922e12c8d4 # v4
+        uses: azure/setup-helm@v4
         with:
           version: v3.5.4
 
@@ -101,7 +101,7 @@ jobs:
           CR_RELEASE_NAME_TEMPLATE: "superset-helm-chart-{{ .Version }}"
 
       - name: Open Pull Request
-        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
+        uses: actions/github-script@v7
         with:
           script: |
             const branchName = '${{ env.branch_name }}';

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

@@ -41,7 +41,7 @@ jobs:
           - 16379:6379
     steps:
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@v4
         with:
           persist-credentials: false
           submodules: recursive
@@ -68,7 +68,7 @@ jobs:
         run: |
           ./scripts/python_tests.sh
       - name: Upload code coverage
-        uses: codecov/codecov-action@1af58845a975a7985b0beb0cbe6fbbb71a41dbad # v5
+        uses: codecov/codecov-action@v5
         with:
           flags: python,mysql
           token: ${{ secrets.CODECOV_TOKEN }}
@@ -77,7 +77,7 @@ jobs:
     runs-on: ubuntu-24.04
     strategy:
       matrix:
-        python-version: ["current", "previous"]
+        python-version: ["current", "previous", "next"]
     env:
       PYTHONPATH: ${{ github.workspace }}
       SUPERSET_CONFIG: tests.integration_tests.superset_test_config
@@ -85,7 +85,7 @@ jobs:
       SUPERSET__SQLALCHEMY_DATABASE_URI: postgresql+psycopg2://superset:superset@127.0.0.1:15432/superset
     services:
       postgres:
-        image: postgres:15-alpine
+        image: postgres:16-alpine
         env:
           POSTGRES_USER: superset
           POSTGRES_PASSWORD: superset
@@ -99,7 +99,7 @@ jobs:
           - 16379:6379
     steps:
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@v4
         with:
           persist-credentials: false
           submodules: recursive
@@ -129,7 +129,7 @@ jobs:
         run: |
           ./scripts/python_tests.sh
       - name: Upload code coverage
-        uses: codecov/codecov-action@1af58845a975a7985b0beb0cbe6fbbb71a41dbad # v5
+        uses: codecov/codecov-action@v5
         with:
           flags: python,postgres
           token: ${{ secrets.CODECOV_TOKEN }}
@@ -152,7 +152,7 @@ jobs:
           - 16379:6379
     steps:
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@v4
         with:
           persist-credentials: false
           submodules: recursive
@@ -181,7 +181,7 @@ jobs:
         run: |
           ./scripts/python_tests.sh
       - name: Upload code coverage
-        uses: codecov/codecov-action@1af58845a975a7985b0beb0cbe6fbbb71a41dbad # v5
+        uses: codecov/codecov-action@v5
         with:
           flags: python,sqlite
           token: ${{ secrets.CODECOV_TOKEN }}

.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:15-alpine
+        image: postgres:16-alpine
         env:
           POSTGRES_USER: superset
           POSTGRES_PASSWORD: superset
@@ -48,7 +48,7 @@ jobs:
           - 16379:6379
     steps:
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@v4
         with:
           persist-credentials: false
           submodules: recursive
@@ -77,7 +77,7 @@ jobs:
         run: |
           ./scripts/python_tests.sh -m 'chart_data_flow or sql_json_flow'
       - name: Upload code coverage
-        uses: codecov/codecov-action@1af58845a975a7985b0beb0cbe6fbbb71a41dbad # v5
+        uses: codecov/codecov-action@v5
         with:
           flags: python,presto
           token: ${{ secrets.CODECOV_TOKEN }}
@@ -94,7 +94,7 @@ jobs:
       UPLOAD_FOLDER: /tmp/.superset/uploads/
     services:
       postgres:
-        image: postgres:15-alpine
+        image: postgres:16-alpine
         env:
           POSTGRES_USER: superset
           POSTGRES_PASSWORD: superset
@@ -108,7 +108,7 @@ jobs:
           - 16379:6379
     steps:
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@v4
         with:
           persist-credentials: false
           submodules: recursive
@@ -145,7 +145,7 @@ jobs:
           pip install -e .[hive]
           ./scripts/python_tests.sh -m 'chart_data_flow or sql_json_flow'
       - name: Upload code coverage
-        uses: codecov/codecov-action@1af58845a975a7985b0beb0cbe6fbbb71a41dbad # v5
+        uses: codecov/codecov-action@v5
         with:
           flags: python,hive
           token: ${{ secrets.CODECOV_TOKEN }}

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

@@ -19,12 +19,12 @@ jobs:
     runs-on: ubuntu-24.04
     strategy:
       matrix:
-        python-version: ["previous", "current"]
+        python-version: ["previous", "current", "next"]
     env:
       PYTHONPATH: ${{ github.workspace }}
     steps:
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@v4
         with:
           persist-credentials: false
           submodules: recursive
@@ -44,9 +44,16 @@ jobs:
           SUPERSET_TESTENV: true
           SUPERSET_SECRET_KEY: not-a-secret
         run: |
-          pytest --durations-min=0.5 --cov-report= --cov=superset ./tests/common ./tests/unit_tests --cache-clear
+          pytest --durations-min=0.5 --cov-report= --cov=superset ./tests/common ./tests/unit_tests --cache-clear --maxfail=50
+      - name: Python 100% coverage unit tests
+        if: steps.check.outputs.python
+        env:
+          SUPERSET_TESTENV: true
+          SUPERSET_SECRET_KEY: not-a-secret
+        run: |
+          pytest --durations-min=0.5 --cov-report= --cov=superset/sql/ ./tests/unit_tests/sql/ --cache-clear --cov-fail-under=100
       - name: Upload code coverage
-        uses: codecov/codecov-action@1af58845a975a7985b0beb0cbe6fbbb71a41dbad # v5
+        uses: codecov/codecov-action@v5
         with:
           flags: python,unit
           token: ${{ secrets.CODECOV_TOKEN }}

.github/workflows/superset-translations.yml

@@ -18,7 +18,7 @@ jobs:
     runs-on: ubuntu-24.04
     steps:
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@v4
         with:
           persist-credentials: false
           submodules: recursive
@@ -31,9 +31,9 @@ jobs:
 
       - name: Setup Node.js
         if: steps.check.outputs.frontend
-        uses: actions/setup-node@53b83947a5a98c8d113130e565377fae1a50d02f # v6
+        uses: actions/setup-node@v4
         with:
-          node-version: "18"
+          node-version-file:  './superset-frontend/.nvmrc'
       - name: Install dependencies
         if: steps.check.outputs.frontend
         uses: ./.github/actions/cached-dependencies
@@ -49,7 +49,7 @@ jobs:
     runs-on: ubuntu-24.04
     steps:
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@v4
         with:
           persist-credentials: false
           submodules: recursive

.github/workflows/superset-websocket.yml

@@ -21,7 +21,7 @@ jobs:
     runs-on: ubuntu-24.04
     steps:
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@v4
         with:
           persist-credentials: false
       - name: Install dependencies

.github/workflows/supersetbot.yml

@@ -9,7 +9,7 @@ on:
   workflow_dispatch:
     inputs:
       comment_body:
-        description: "Comment Body"
+        description: 'Comment Body'
         required: true
         type: string
 
@@ -26,7 +26,7 @@ jobs:
     steps:
       - name: Quickly add thumbs up!
         if: github.event_name == 'issue_comment' && contains(github.event.comment.body, '@supersetbot')
-        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
+        uses: actions/github-script@v7
         with:
           script: |
             const [owner, repo] = process.env.GITHUB_REPOSITORY.split('/')
@@ -38,7 +38,7 @@ jobs:
             });
 
       - name: "Checkout ( ${{ github.sha }} )"
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@v4
         with:
           persist-credentials: false
 

.github/workflows/tag-release.yml

@@ -16,11 +16,11 @@ on:
       force-latest:
         required: true
         type: choice
-        default: "false"
+        default: 'false'
         description: Whether to force a latest tag on the release
         options:
-          - "true"
-          - "false"
+          - 'true'
+          - 'false'
 jobs:
   config:
     runs-on: ubuntu-24.04
@@ -42,12 +42,12 @@ jobs:
     runs-on: ubuntu-24.04
     strategy:
       matrix:
-        build_preset:
-          ["dev", "lean", "py310", "websocket", "dockerize", "py311"]
+        build_preset: ["dev", "lean", "py310", "websocket", "dockerize", "py311"]
       fail-fast: false
     steps:
+
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@v4
         with:
           fetch-depth: 0
 
@@ -60,7 +60,7 @@ jobs:
           build: "true"
 
       - name: Use Node.js 20
-        uses: actions/setup-node@53b83947a5a98c8d113130e565377fae1a50d02f # v6
+        uses: actions/setup-node@v4
         with:
           node-version: 20
 
@@ -105,13 +105,14 @@ jobs:
       contents: read
       pull-requests: write
     steps:
+
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@v4
         with:
           fetch-depth: 0
 
       - name: Use Node.js 20
-        uses: actions/setup-node@53b83947a5a98c8d113130e565377fae1a50d02f # v6
+        uses: actions/setup-node@v4
         with:
           node-version: 20
 

.github/workflows/tech-debt.yml

@@ -27,15 +27,15 @@ jobs:
     name: Generate Reports
     steps:
       - name: Checkout Repository
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@v4
 
       - name: Set up Node.js
-        uses: actions/setup-node@53b83947a5a98c8d113130e565377fae1a50d02f # v6
+        uses: actions/setup-node@v4
         with:
-          node-version: "20"
+          node-version-file: './superset-frontend/.nvmrc'
 
       - name: Install Dependencies
-        run: npm install
+        run: npm ci
         working-directory: ./superset-frontend
 
       - name: Run Script

.gitignore

@@ -21,6 +21,7 @@
 *.swp
 __pycache__
 
+.aider*
 .local
 .cache
 .bento*
@@ -42,7 +43,7 @@ _modules
 _static
 build
 app.db
-*.egg-info/
+apache_superset.egg-info/
 changelog.sh
 dist
 dump.rdb
@@ -91,6 +92,7 @@ scripts/*.zip
 # IntelliJ
 *.iml
 venv
+.venv
 @eaDir/
 
 # PyCharm
@@ -106,6 +108,7 @@ ghostdriver.log
 testCSV.csv
 .terser-plugin-cache/
 apache-superset-*.tar.gz*
+apache_superset-*.tar.gz*
 release.json
 
 # Translation-related files
@@ -124,4 +127,7 @@ docker/*local*
 # Jest test report
 test-report.html
 superset/static/stats/statistics.html
+
+# LLM-related
+CLAUDE.local.md
 .aider*

.pre-commit-config.yaml

@@ -20,12 +20,10 @@ repos:
     hooks:
       - id: auto-walrus
   - repo: https://github.com/pre-commit/mirrors-mypy
-    rev: v1.13.0
+    rev: v1.15.0
     hooks:
       - id: mypy
-        name: mypy (main)
         args: [--check-untyped-defs]
-        exclude: ^superset-extensions-cli/
         additional_dependencies: [
             types-simplejson,
             types-python-dateutil,
@@ -40,10 +38,6 @@ repos:
             types-paramiko,
             types-Markdown,
           ]
-      - id: mypy
-        name: mypy (superset-extensions-cli)
-        args: [--check-untyped-defs]
-        files: ^superset-extensions-cli/
   - repo: https://github.com/pre-commit/pre-commit-hooks
     rev: v5.0.0
     hooks:
@@ -63,17 +57,30 @@ repos:
     hooks:
       - id: prettier
         additional_dependencies:
-          - prettier@3.3.3
-        args: ["--ignore-path=./superset-frontend/.prettierignore"]
+          - prettier@3.5.3
+        args: ["--ignore-path=./superset-frontend/.prettierignore", "--exclude", "site-packages"]
         files: "superset-frontend"
   - repo: local
     hooks:
-      - id: eslint
-        name: eslint
-        entry: bash -c 'cd superset-frontend && npm run eslint -- $(echo "$@" | sed "s|superset-frontend/||g")'
-        language: system
-        pass_filenames: true
-        files: \.(js|jsx|ts|tsx)$
+    - id: eslint-frontend
+      name: eslint (frontend)
+      entry: ./scripts/eslint.sh
+      language: system
+      pass_filenames: true
+      files: ^superset-frontend/.*\.(js|jsx|ts|tsx)$
+    - id: eslint-docs
+      name: eslint (docs)
+      entry: bash -c 'cd docs && FILES=$(echo "$@" | sed "s|docs/||g") && yarn eslint --fix --ext .js,.jsx,.ts,.tsx --quiet $FILES'
+      language: system
+      pass_filenames: true
+      files: ^docs/.*\.(js|jsx|ts|tsx)$
+    - id: type-checking-frontend
+      name: Type-Checking (Frontend)
+      entry: bash -c './scripts/check-type.js package=superset-frontend excludeDeclarationDir=cypress-base'
+      language: system
+      files: ^superset-frontend\/.*\.(js|jsx|ts|tsx)$
+      exclude: ^superset-frontend/cypress-base\/
+      require_serial: true
   # blacklist unsafe functions like make_url (see #19526)
   - repo: https://github.com/skorokithakis/blacklist-pre-commit-hook
     rev: e2f070289d8eddcaec0b580d3bde29437e7c8221
@@ -85,9 +92,30 @@ repos:
     hooks:
       - id: helm-docs
         files: helm
+        verbose: false
+        args: ["--log-level", "error"]
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.8.0
+    rev: v0.9.7
     hooks:
       - id: ruff
         args: [--fix]
       - id: ruff-format
+  - repo: local
+    hooks:
+    - id: pylint
+      name: pylint with custom Superset plugins
+      entry: bash
+      language: system
+      types: [python]
+      exclude: ^(tests/|superset/migrations/|scripts/|RELEASING/|docker/)
+      args:
+        - -c
+        - |
+          TARGET_BRANCH=${GITHUB_BASE_REF:-master}
+          git fetch origin "$TARGET_BRANCH"
+          files=$(git diff --name-only --diff-filter=ACM origin/"$TARGET_BRANCH"..HEAD | grep '^superset/.*\.py$' || true)
+          if [ -n "$files" ]; then
+            pylint --rcfile=.pylintrc --load-plugins=superset.extensions.pylint $files
+          else
+            echo "No Python files to lint."
+          fi

.pylintrc

@@ -0,0 +1,355 @@
+#
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements.  See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License.  You may obtain a copy of the License at
+#
+#    http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#
+[MASTER]
+
+# Specify a configuration file.
+#rcfile=
+
+# Python code to execute, usually for sys.path manipulation such as
+# pygtk.require().
+#init-hook=
+
+# Add files or directories to the blacklist. They should be base names, not
+# paths.
+ignore=CVS,migrations
+
+# Add files or directories matching the regex patterns to the blacklist. The
+# regex matches against base names, not paths.
+ignore-patterns=
+
+# Pickle collected data for later comparisons.
+persistent=yes
+
+# List of plugins (as comma separated values of python modules names) to load,
+# usually to register additional checkers.
+load-plugins=superset.extensions.pylint
+
+# Use multiple processes to speed up Pylint.
+jobs=2
+
+# Allow loading of arbitrary C extensions. Extensions are imported into the
+# active Python interpreter and may run arbitrary code.
+unsafe-load-any-extension=no
+
+# A comma-separated list of package or module names from where C extensions may
+# be loaded. Extensions are loading into the active Python interpreter and may
+# run arbitrary code
+extension-pkg-whitelist=pyarrow
+
+
+[MESSAGES CONTROL]
+disable=all
+enable=disallowed-json-import,disallowed-sql-import,consider-using-transaction
+
+
+[REPORTS]
+
+# Set the output format. Available formats are text, parseable, colorized, msvs
+# (visual studio) and html. You can also give a reporter class, eg
+# mypackage.mymodule.MyReporterClass.
+output-format=text
+
+# Tells whether to display a full report or only the messages
+reports=yes
+
+# Python expression which should return a note less than 10 (10 is the highest
+# note). You have access to the variables errors warning, statement which
+# respectively contain the number of errors / warnings messages and the total
+# number of statements analyzed. This is used by the global evaluation report
+# (RP0004).
+evaluation=10.0 - ((float(5 * error + warning + refactor + convention) / statement) * 10)
+
+# Template used to display messages. This is a python new-style format string
+# used to format the message information. See doc for all details
+#msg-template=
+
+
+[BASIC]
+
+# Good variable names which should always be accepted, separated by a comma
+good-names=_,df,ex,f,i,id,j,k,l,o,pk,Run,ts,v,x,y
+
+# Bad variable names which should always be refused, separated by a comma
+bad-names=bar,baz,db,fd,foo,sesh,session,tata,toto,tutu
+
+# Colon-delimited sets of names that determine each other's naming style when
+# the name regexes allow several styles.
+name-group=
+
+# Include a hint for the correct naming format with invalid-name
+include-naming-hint=no
+
+# List of decorators that produce properties, such as abc.abstractproperty. Add
+# to this list to register other decorators that produce valid properties.
+property-classes=
+    abc.abstractproperty,
+    sqlalchemy.ext.hybrid.hybrid_property
+
+# Regular expression matching correct argument names
+argument-rgx=[a-z_][a-z0-9_]{2,30}$
+
+# Regular expression matching correct method names
+method-rgx=[a-z_][a-z0-9_]{2,30}$
+
+# Regular expression matching correct variable names
+variable-rgx=[a-z_][a-z0-9_]{1,30}$
+
+# Regular expression matching correct inline iteration names
+inlinevar-rgx=[A-Za-z_][A-Za-z0-9_]*$
+
+# Regular expression matching correct constant names
+const-rgx=(([A-Za-z_][A-Za-z0-9_]*)|(__.*__))$
+
+# Regular expression matching correct class names
+class-rgx=[A-Z_][a-zA-Z0-9]+$
+
+# Regular expression matching correct class attribute names
+class-attribute-rgx=([A-Za-z_][A-Za-z0-9_]{2,30}|(__.*__))$
+
+# Regular expression matching correct module names
+module-rgx=(([a-z_][a-z0-9_]*)|([A-Z][a-zA-Z0-9]+))$
+
+# Regular expression matching correct attribute names
+attr-rgx=[a-z_][a-z0-9_]{2,30}$
+
+# Regular expression matching correct function names
+function-rgx=[a-z_][a-z0-9_]{2,30}$
+
+# Regular expression which should only match function or class names that do
+# not require a docstring.
+no-docstring-rgx=^_
+
+# Minimum line length for functions/classes that require docstrings, shorter
+# ones are exempt.
+docstring-min-length=10
+
+
+[ELIF]
+
+# Maximum number of nested blocks for function / method body
+max-nested-blocks=5
+
+
+[FORMAT]
+
+# Maximum number of characters on a single line.
+max-line-length=100
+
+# Regexp for a line that is allowed to be longer than the limit.
+ignore-long-lines=^\s*(# )?<?https?://\S+>?$
+
+# Allow the body of an if to be on the same line as the test if there is no
+# else.
+single-line-if-stmt=no
+
+# Maximum number of lines in a module
+max-module-lines=1000
+
+# String used as indentation unit. This is usually "    " (4 spaces) or "\t" (1
+# tab).
+indent-string='    '
+
+# Number of spaces of indent required inside a hanging  or continued line.
+indent-after-paren=4
+
+# Expected format of line ending, e.g. empty (any line ending), LF or CRLF.
+expected-line-ending-format=
+
+
+[LOGGING]
+
+# Logging modules to check that the string format arguments are in logging
+# function parameter format
+logging-modules=logging
+
+
+[MISCELLANEOUS]
+
+# List of note tags to take in consideration, separated by a comma.
+notes=FIXME,XXX
+
+
+[SIMILARITIES]
+
+# Minimum lines number of a similarity.
+min-similarity-lines=5
+
+# Ignore comments when computing similarities.
+ignore-comments=yes
+
+# Ignore docstrings when computing similarities.
+ignore-docstrings=yes
+
+# Ignore imports when computing similarities.
+ignore-imports=no
+
+
+[SPELLING]
+
+# Spelling dictionary name. Available dictionaries: none. To make it working
+# install python-enchant package.
+spelling-dict=
+
+# List of comma separated words that should not be checked.
+spelling-ignore-words=
+
+# A path to a file that contains private dictionary; one word per line.
+spelling-private-dict-file=
+
+# Tells whether to store unknown words to indicated private dictionary in
+# --spelling-private-dict-file option instead of raising a message.
+spelling-store-unknown-words=no
+
+
+[TYPECHECK]
+
+# Tells whether missing members accessed in mixin class should be ignored. A
+# mixin class is detected if its name ends with "mixin" (case insensitive).
+ignore-mixin-members=yes
+
+# List of module names for which member attributes should not be checked
+# (useful for modules/projects where namespaces are manipulated during runtime
+# and thus existing member attributes cannot be deduced by static analysis. It
+# supports qualified module names, as well as Unix pattern matching.
+ignored-modules=numpy,pandas,alembic.op,sqlalchemy,alembic.context,flask_appbuilder.security.sqla.PermissionView.role,flask_appbuilder.Model.metadata,flask_appbuilder.Base.metadata
+
+# List of class names for which member attributes should not be checked (useful
+# for classes with dynamically set attributes). This supports the use of
+# qualified names.
+ignored-classes=contextlib.closing,optparse.Values,thread._local,_thread._local
+
+# List of members which are set dynamically and missed by pylint inference
+# system, and so shouldn't trigger E1101 when accessed. Python regular
+# expressions are accepted.
+generated-members=
+
+# List of decorators that produce context managers, such as
+# contextlib.contextmanager. Add to this list to register other decorators that
+# produce valid context managers.
+contextmanager-decorators=contextlib.contextmanager
+
+
+[VARIABLES]
+
+# Tells whether we should check for unused import in __init__ files.
+init-import=no
+
+# A regular expression matching the name of dummy variables (i.e. expectedly
+# not used).
+dummy-variables-rgx=(_+[a-zA-Z0-9]*?$)|dummy
+
+# List of additional names supposed to be defined in builtins. Remember that
+# you should avoid to define new builtins when possible.
+additional-builtins=
+
+# List of strings which can identify a callback function by name. A callback
+# name must start or end with one of those strings.
+callbacks=cb_,_cb
+
+# List of qualified module names which can have objects that can redefine
+# builtins.
+redefining-builtins-modules=six.moves,future.builtins
+
+
+[CLASSES]
+
+# List of method names used to declare (i.e. assign) instance attributes.
+defining-attr-methods=__init__,__new__,setUp
+
+# List of valid names for the first argument in a class method.
+valid-classmethod-first-arg=cls
+
+# List of valid names for the first argument in a metaclass class method.
+valid-metaclass-classmethod-first-arg=mcs
+
+# List of member names, which should be excluded from the protected access
+# warning.
+exclude-protected=_asdict,_fields,_replace,_source,_make
+
+
+[DESIGN]
+
+# Maximum number of arguments for function / method
+max-args=5
+
+# Argument names that match this expression will be ignored. Default to name
+# with leading underscore
+ignored-argument-names=_.*
+
+# Maximum number of locals for function / method body
+max-locals=15
+
+# Maximum number of return / yield for function / method body
+max-returns=10
+
+# Maximum number of branch for function / method body
+max-branches=15
+
+# Maximum number of statements in function / method body
+max-statements=50
+
+# Maximum number of parents for a class (see R0901).
+max-parents=7
+
+# Maximum number of attributes for a class (see R0902).
+max-attributes=8
+
+# Minimum number of public methods for a class (see R0903).
+min-public-methods=2
+
+# Maximum number of public methods for a class (see R0904).
+max-public-methods=20
+
+# Maximum number of boolean expressions in a if statement
+max-bool-expr=5
+
+
+[IMPORTS]
+
+# Deprecated modules which should not be used, separated by a comma
+deprecated-modules=optparse
+
+# Create a graph of every (i.e. internal and external) dependencies in the
+# given file (report RP0402 must not be disabled)
+import-graph=
+
+# Create a graph of external dependencies in the given file (report RP0402 must
+# not be disabled)
+ext-import-graph=
+
+# Create a graph of internal dependencies in the given file (report RP0402 must
+# not be disabled)
+int-import-graph=
+
+# Force import order to recognize a module as part of the standard
+# compatibility libraries.
+known-standard-library=
+
+# Force import order to recognize a module as part of a third party library.
+known-third-party=enchant
+
+# Analyse import fallback blocks. This can be used to support both Python 2 and
+# 3 compatible code, which means that the block might have code that exists
+# only in one or another interpreter, leading to false positives when analysed.
+analyse-fallback-blocks=no
+
+
+[EXCEPTIONS]
+
+# Exceptions that will emit a warning when being caught. Defaults to
+# "Exception"
+overgeneral-exceptions=builtins.Exception

.rat-excludes

@@ -32,8 +32,6 @@ apache_superset.egg-info
 # json and csv in general cannot have comments
 .*json
 .*csv
-# jinja templates often need to be as-is
-.*j2
 # Generated doc files
 env/*
 docs/.htaccess*
@@ -78,3 +76,11 @@ ydb.svg
 erd.puml
 erd.svg
 intro_header.txt
+
+# for LLMs
+llm-context.md
+LLMS.md
+CLAUDE.md
+CURSOR.md
+GEMINI.md
+GPT.md

CHANGELOG/4.1.1.md

@@ -0,0 +1,50 @@
+<!--
+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.
+-->
+
+## Change Log
+
+### 4.1 (Fri Nov 15 22:13:57 2024 +0530)
+
+**Database Migrations**
+
+**Features**
+
+**Fixes**
+
+- [#30886](https://github.com/apache/superset/pull/30886) fix: blocks UI elements on right side (@samarsrivastav)
+- [#30859](https://github.com/apache/superset/pull/30859) fix(package.json): Pin luxon version to unblock master (@geido)
+- [#30588](https://github.com/apache/superset/pull/30588) fix(explore): column data type tooltip format (@mistercrunch)
+- [#29911](https://github.com/apache/superset/pull/29911) fix: Rename database from 'couchbasedb' to 'couchbase' in documentation and db_engine_specs (@ayush-couchbase)
+- [#30828](https://github.com/apache/superset/pull/30828) fix(TimezoneSelector): Failing unit tests due to timezone change (@geido)
+- [#30875](https://github.com/apache/superset/pull/30875) fix: don't show metadata for embedded dashboards (@sadpandajoe)
+- [#30851](https://github.com/apache/superset/pull/30851) fix: Graph chart colors (@michael-s-molina)
+- [#29867](https://github.com/apache/superset/pull/29867) fix(capitalization): Capitalizing a button. (@rusackas)
+- [#29782](https://github.com/apache/superset/pull/29782) fix(translations): Translate embedded errors (@rusackas)
+- [#29772](https://github.com/apache/superset/pull/29772) fix: Fixing incomplete string escaping. (@rusackas)
+- [#29725](https://github.com/apache/superset/pull/29725) fix(frontend/docker, ci): fix borked Docker build due to Lerna v8 uplift (@hainenber)
+
+**Others**
+
+- [#30576](https://github.com/apache/superset/pull/30576) chore: add link to Superset when report error (@eschutho)
+- [#29786](https://github.com/apache/superset/pull/29786) refactor(Slider): Upgrade Slider to Antd 5 (@geido)
+- [#29674](https://github.com/apache/superset/pull/29674) refactor(ChartCreation): Migrate tests to RTL (@rtexelm)
+- [#29843](https://github.com/apache/superset/pull/29843) refactor(controls): Migrate AdhocMetricOption.test to RTL (@rtexelm)
+- [#29845](https://github.com/apache/superset/pull/29845) refactor(controls): Migrate MetricDefinitionValue.test to RTL (@rtexelm)
+- [#28424](https://github.com/apache/superset/pull/28424) docs: Check markdown files for bad links using linkinator (@rusackas)
+- [#29768](https://github.com/apache/superset/pull/29768) docs(contributing): fix broken link to translations sub-section (@sfirke)

CHANGELOG/4.1.2.md

@@ -0,0 +1,83 @@
+<!--
+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.
+-->
+
+## Change Log
+
+### 4.1.2 (Fri Mar 7 13:28:05 2025 -0800)
+
+**Database Migrations**
+
+- [#32538](https://github.com/apache/superset/pull/32538) fix(migrations): Handle comparator None in old time comparison migration (@Antonio-RiveroMartnez)
+- [#32155](https://github.com/apache/superset/pull/32155) fix(migrations): Handle no params in time comparison migration (@Antonio-RiveroMartnez)
+- [#31185](https://github.com/apache/superset/pull/31185) fix: check for column before adding in migrations (@betodealmeida)
+
+**Features**
+
+- [#29974](https://github.com/apache/superset/pull/29974) feat(sqllab): Adds refresh button to table metadata in SQL Lab (@Usiel)
+
+**Fixes**
+
+- [#32515](https://github.com/apache/superset/pull/32515) fix(sqllab): Allow clear on schema and catalog (@justinpark)
+- [#32500](https://github.com/apache/superset/pull/32500) fix: dashboard, chart and dataset import validation (@dpgaspar)
+- [#31353](https://github.com/apache/superset/pull/31353) fix(sqllab): duplicate error message (@betodealmeida)
+- [#31407](https://github.com/apache/superset/pull/31407) fix: Big Number side cut fixed (@fardin-developer)
+- [#31480](https://github.com/apache/superset/pull/31480) fix(sunburst): Use metric label from verbose map (@gerbermichi)
+- [#31427](https://github.com/apache/superset/pull/31427) fix(tags): clean up bulk create api and schema (@villebro)
+- [#31334](https://github.com/apache/superset/pull/31334) fix(docs): add custom editUrl path for intro page (@dwgrossberg)
+- [#31353](https://github.com/apache/superset/pull/31353) fix(sqllab): duplicate error message (@betodealmeida)
+- [#31323](https://github.com/apache/superset/pull/31323) fix: Use clickhouse sqlglot dialect for YDB (@vgvoleg)
+- [#31198](https://github.com/apache/superset/pull/31198) fix: add more clickhouse disallowed functions on config (@dpgaspar)
+- [#31194](https://github.com/apache/superset/pull/31194) fix(embedded): Hide anchor links in embedded mode (@Vitor-Avila)
+- [#31960](https://github.com/apache/superset/pull/31960) fix(sqllab): Missing allowHTML props in ResultTableExtension (@justinpark)
+- [#31332](https://github.com/apache/superset/pull/31332) fix: prevent multiple pvm errors on migration (@eschutho)
+- [#31437](https://github.com/apache/superset/pull/31437) fix(database import): Gracefully handle error to get catalog schemas (@Vitor-Avila)
+- [#31173](https://github.com/apache/superset/pull/31173) fix: cache-warmup fails (@nsivarajan)
+- [#30442](https://github.com/apache/superset/pull/30442) fix(fe/src/dashboard): optional chaining for possibly nullable parent attribute in LayoutItem type (@hainenber)
+- [#31639](https://github.com/apache/superset/pull/31639) fix(sqllab): unable to update saved queries (@DamianPendrak)
+- [#29898](https://github.com/apache/superset/pull/29898) fix: parse pandas pivot null values (@eschutho)
+- [#31414](https://github.com/apache/superset/pull/31414) fix(Pivot Table): Fix column width to respect currency config (@Vitor-Avila)
+- [#31335](https://github.com/apache/superset/pull/31335) fix(histogram): axis margin padding consistent with other graphs (@tatiana-cherne)
+- [#31301](https://github.com/apache/superset/pull/31301) fix(AllEntitiesTable): show Tags (@alexandrusoare)
+- [#31329](https://github.com/apache/superset/pull/31329) fix: pass string to `process_template` (@betodealmeida)
+- [#31341](https://github.com/apache/superset/pull/31341) fix(pinot): remove query aliases from SELECT and ORDER BY clauses in Pinot (@yuribogomolov)
+- [#31308](https://github.com/apache/superset/pull/31308) fix: annotations on horizontal bar chart (@DamianPendrak)
+- [#31294](https://github.com/apache/superset/pull/31294) fix(sqllab): Remove update_saved_query_exec_info to reduce lag (@justinpark)
+- [#30897](https://github.com/apache/superset/pull/30897) fix: Exception handling for SQL Lab views (@michael-s-molina)
+- [#31199](https://github.com/apache/superset/pull/31199) fix(Databricks): Escape catalog and schema names in pre-queries (@Vitor-Avila)
+- [#31265](https://github.com/apache/superset/pull/31265) fix(trino): db session error in handle cursor (@justinpark)
+- [#31024](https://github.com/apache/superset/pull/31024) fix(dataset): use sqlglot for DML check (@betodealmeida)
+- [#29885](https://github.com/apache/superset/pull/29885) fix: add mutator to get_columns_description (@eschutho)
+- [#30821](https://github.com/apache/superset/pull/30821) fix: x axis title disappears when editing bar chart (@DamianPendrak)
+- [#31181](https://github.com/apache/superset/pull/31181) fix: Time-series Line Chart Display unnecessary total (@michael-s-molina)
+- [#31163](https://github.com/apache/superset/pull/31163) fix(Dashboard): Backward compatible shared_label_colors field (@geido)
+- [#31156](https://github.com/apache/superset/pull/31156) fix: check orderby (@betodealmeida)
+- [#31154](https://github.com/apache/superset/pull/31154) fix: Remove unwanted commit on Trino's handle_cursor (@michael-s-molina)
+- [#31151](https://github.com/apache/superset/pull/31151) fix: Revert "feat(trino): Add functionality to upload data (#29164)" (@michael-s-molina)
+- [#31031](https://github.com/apache/superset/pull/31031) fix(Dashboard): Ensure shared label colors are updated (@geido)
+- [#30967](https://github.com/apache/superset/pull/30967) fix(release validation): scripts now support RSA and EDDSA keys. (@rusackas)
+- [#30881](https://github.com/apache/superset/pull/30881) fix(Dashboard): Native & Cross-Filters Scoping Performance (@geido)
+- [#30887](https://github.com/apache/superset/pull/30887) fix(imports): import query_context for imports with charts (@lindenh)
+- [#31008](https://github.com/apache/superset/pull/31008) fix(explore): verified props is not updated (@justinpark)
+- [#30646](https://github.com/apache/superset/pull/30646) fix(Dashboard): Retain colors when color scheme not set (@geido)
+- [#30962](https://github.com/apache/superset/pull/30962) fix(Dashboard): Exclude edit param in async screenshot (@geido)
+
+**Others**
+
+- [#32043](https://github.com/apache/superset/pull/32043) chore: Skip the creation of secondary perms during catalog migrations (@Vitor-Avila)
+- [#30865](https://github.com/apache/superset/pull/30865) docs: Updating 4.1 Release Notes (@yousoph)

CHANGELOG/4.1.3.md

@@ -0,0 +1,58 @@
+<!--
+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.
+-->
+
+## Change Log
+
+### 4.1.3 (Thu May 29 02:31:07 2025 -0500)
+
+**Database Migrations**
+
+**Features**
+
+**Fixes**
+
+- [#33522](https://github.com/apache/superset/pull/33522) fix(Sqllab):  Autocomplete got stuck in UI when open it too fast (@rebenitez1802)
+- [#33425](https://github.com/apache/superset/pull/33425) fix(table-chart): time shift is not working (@justinpark)
+- [#32414](https://github.com/apache/superset/pull/32414) fix(api): Added uuid to list api calls (@withnale)
+- [#33354](https://github.com/apache/superset/pull/33354) fix: loading examples from raw.githubusercontent.com fails with 429 errors (@mistercrunch)
+- [#32382](https://github.com/apache/superset/pull/32382) fix(pinot): revert join and subquery flags (@yuribogomolov)
+- [#32473](https://github.com/apache/superset/pull/32473) fix(plugin-chart-echarts): remove erroneous upper bound value (@villebro)
+- [#33048](https://github.com/apache/superset/pull/33048) fix: improve error type on parse error (@justinpark)
+- [#32968](https://github.com/apache/superset/pull/32968) fix(pivot-table): Revert "fix(Pivot Table): Fix column width to respect currency config (#31414)" (@justinpark)
+- [#32795](https://github.com/apache/superset/pull/32795) fix(log): store navigation path to get correct logging path (@justinpark)
+- [#33216](https://github.com/apache/superset/pull/33216) fix: Downgrade to marshmallow<4 (@amotl)
+- [#32866](https://github.com/apache/superset/pull/32866) fix: make packages PEP 625 compliant (@sadpandajoe)
+- [#32035](https://github.com/apache/superset/pull/32035) fix(fe/dashboard-list): display modifier info for `Last modified` data (@hainenber)
+- [#32708](https://github.com/apache/superset/pull/32708) fix(logging): missing path in event data (@justinpark)
+- [#32699](https://github.com/apache/superset/pull/32699) fix: Signature of Celery pruner jobs (@michael-s-molina)
+- [#32681](https://github.com/apache/superset/pull/32681) fix(log): Update recent_activity by event name (@justinpark)
+- [#32608](https://github.com/apache/superset/pull/32608) fix(welcome): perf on distinct recent activities (@justinpark)
+- [#32572](https://github.com/apache/superset/pull/32572) fix: Log table retention policy (@michael-s-molina)
+- [#32406](https://github.com/apache/superset/pull/32406) fix(model/helper): represent RLS filter clause in proper textual SQL string (@hainenber)
+- [#32240](https://github.com/apache/superset/pull/32240) fix: upgrade to 3.11.11-slim-bookworm to address critical vulnerabilities (@gpchandran)
+- [#30858](https://github.com/apache/superset/pull/30858) fix(chart data): removing query from /chart/data payload when accessing as guest user (@fisjac)
+
+**Others**
+
+- [#33612](https://github.com/apache/superset/pull/33612) chore: update Dockerfile - Upgrade to 3.11.12 (@gpchandran)
+- [#33435](https://github.com/apache/superset/pull/33435) docs: CVEs fixed on 4.1.2 (@sha174n)
+- [#33339](https://github.com/apache/superset/pull/33339) chore(🦾): bump python h11 0.14.0 -> 0.16.0 (@github-actions[bot])
+- [#32745](https://github.com/apache/superset/pull/32745) chore(🦾): bump python sqlglot 26.1.3 -> 26.11.1 (@github-actions[bot])
+- [#32782](https://github.com/apache/superset/pull/32782) chore: Revert "chore: bump base image in Dockerfile with `ARG PY_VER=3.11.11-slim-bookworm`" (@sadpandajoe)
+- [#32780](https://github.com/apache/superset/pull/32780) chore: bump base image in Dockerfile with `ARG PY_VER=3.11.11-slim-bookworm` (@gpchandran)

CLAUDE.md

@@ -0,0 +1 @@
+LLMS.md

CONTRIBUTING.md

@@ -5,7 +5,7 @@
  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
+ with the License. You may obtain a copy of the License at
 
    http://www.apache.org/licenses/LICENSE-2.0
 

Dockerfile

@@ -167,7 +167,7 @@ RUN mkdir -p \
     && touch superset/static/version_info.json
 
 # Install Playwright and optionally setup headless browsers
-ARG INCLUDE_CHROMIUM="true"
+ARG INCLUDE_CHROMIUM="false"
 ARG INCLUDE_FIREFOX="false"
 RUN --mount=type=cache,target=${SUPERSET_HOME}/.cache/uv \
     if [ "$INCLUDE_CHROMIUM" = "true" ] || [ "$INCLUDE_FIREFOX" = "true" ]; then \
@@ -208,7 +208,7 @@ RUN rm superset/translations/*/*/*.po
 COPY --from=superset-node /app/superset/translations superset/translations
 COPY --from=python-translation-compiler /app/translations_mo superset/translations
 
-HEALTHCHECK CMD curl -f "http://localhost:${SUPERSET_PORT}/health"
+HEALTHCHECK CMD /app/docker/docker-healthcheck.sh
 CMD ["/app/docker/entrypoints/run-server.sh"]
 EXPOSE ${SUPERSET_PORT}
 
@@ -219,15 +219,11 @@ FROM python-common AS lean
 
 # Install Python dependencies using docker/pip-install.sh
 COPY requirements/base.txt requirements/
-
-# Copy superset-core package needed for editable install in base.txt
-COPY superset-core superset-core
-
 RUN --mount=type=cache,target=${SUPERSET_HOME}/.cache/uv \
     /app/docker/pip-install.sh --requires-build-essential -r requirements/base.txt
 # Install the superset package
 RUN --mount=type=cache,target=${SUPERSET_HOME}/.cache/uv \
-    uv pip install .
+    uv pip install -e .
 RUN python -m compileall /app/superset
 
 USER superset
@@ -245,17 +241,12 @@ RUN /app/docker/apt-install.sh \
 
 # Copy development requirements and install them
 COPY requirements/*.txt requirements/
-
-# Copy local packages needed for editable installs in development.txt
-COPY superset-core superset-core
-COPY superset-extensions-cli superset-extensions-cli
-
 # Install Python dependencies using docker/pip-install.sh
 RUN --mount=type=cache,target=${SUPERSET_HOME}/.cache/uv \
     /app/docker/pip-install.sh --requires-build-essential -r requirements/development.txt
 # Install the superset package
 RUN --mount=type=cache,target=${SUPERSET_HOME}/.cache/uv \
-    uv pip install .
+    uv pip install -e .
 
 RUN uv pip install .[postgres]
 RUN python -m compileall /app/superset

GEMINI.md

@@ -0,0 +1 @@
+LLMS.md

GPT.md

@@ -0,0 +1 @@
+LLMS.md

LLMS.md

@@ -0,0 +1,148 @@
+# LLM Context Guide for Apache Superset
+
+Apache Superset is a data visualization platform with Flask/Python backend and React/TypeScript frontend.
+
+## ⚠️ CRITICAL: Ongoing Refactors (What NOT to Do)
+
+**These migrations are actively happening - avoid deprecated patterns:**
+
+### Frontend Modernization
+- **NO `any` types** - Use proper TypeScript types
+- **NO JavaScript files** - Convert to TypeScript (.ts/.tsx)
+- **Use @superset-ui/core** - Don't import Ant Design directly
+
+### Testing Strategy Migration
+- **Prefer unit tests** over integration tests
+- **Prefer integration tests** over Cypress end-to-end tests
+- **Cypress is last resort** - Actively moving away from Cypress
+- **Use Jest + React Testing Library** for component testing
+
+### Backend Type Safety
+- **Add type hints** - All new Python code needs proper typing
+- **MyPy compliance** - Run `pre-commit run mypy` to validate
+- **SQLAlchemy typing** - Use proper model annotations
+
+## Key Directories
+
+```
+superset/
+├── superset/                    # Python backend (Flask, SQLAlchemy)
+│   ├── views/api/              # REST API endpoints
+│   ├── models/                 # Database models
+│   └── connectors/             # Database connections
+├── superset-frontend/src/       # React TypeScript frontend
+│   ├── components/             # Reusable components
+│   ├── explore/                # Chart builder
+│   ├── dashboard/              # Dashboard interface
+│   └── SqlLab/                 # SQL editor
+├── superset-frontend/packages/
+│   └── superset-ui-core/       # UI component library (USE THIS)
+├── tests/                      # Python/integration tests
+├── docs/                       # Documentation (UPDATE FOR CHANGES)
+└── UPDATING.md                 # Breaking changes log
+```
+
+## Code Standards
+
+### TypeScript Frontend
+- **Avoid `any` types** - Use proper TypeScript, reuse existing types
+- **Functional components** with hooks
+- **@superset-ui/core** for UI components (not direct antd)
+- **Jest** for testing (NO Enzyme)
+- **Redux** for global state where it exists, hooks for local
+
+### Python Backend  
+- **Type hints required** for all new code
+- **MyPy compliant** - run `pre-commit run mypy`
+- **SQLAlchemy models** with proper typing
+- **pytest** for testing
+
+### Apache License Headers
+- **New files require ASF license headers** - When creating new code files, include the standard Apache Software Foundation license header
+- **LLM instruction files are excluded** - Files like LLMS.md, CLAUDE.md, etc. are in `.rat-excludes` to avoid header token overhead
+
+## Documentation Requirements
+
+- **docs/**: Update for any user-facing changes
+- **UPDATING.md**: Add breaking changes here
+- **Docstrings**: Required for new functions/classes
+
+## Architecture Patterns
+
+### Security & Features
+- **RBAC**: Role-based access via Flask-AppBuilder
+- **Feature flags**: Control feature rollouts
+- **Row-level security**: SQL-based data access control
+
+## Test Utilities
+
+### Python Test Helpers
+- **`SupersetTestCase`** - Base class in `tests/integration_tests/base_tests.py`
+- **`@with_config`** - Config mocking decorator
+- **`@with_feature_flags`** - Feature flag testing
+- **`login_as()`, `login_as_admin()`** - Authentication helpers
+- **`create_dashboard()`, `create_slice()`** - Data setup utilities
+
+### TypeScript Test Helpers
+- **`superset-frontend/spec/helpers/testing-library.tsx`** - Custom render() with providers
+- **`createWrapper()`** - Redux/Router/Theme wrapper
+- **`selectOption()`** - Select component helper
+- **React Testing Library** - NO Enzyme (removed)
+
+### Running Tests
+```bash
+# Frontend
+npm run test                           # All tests
+npm run test -- filename.test.tsx     # Single file
+
+# Backend  
+pytest                                 # All tests
+pytest tests/unit_tests/specific_test.py  # Single file
+pytest tests/unit_tests/               # Directory
+
+# If pytest fails with database/setup issues, ask the user to run test environment setup
+```
+
+## Environment Validation
+
+**Quick Setup Check (run this first):**
+
+```bash
+# Verify Superset is running
+curl -f http://localhost:8088/health || echo "❌ Setup required - see https://superset.apache.org/docs/contributing/development#working-with-llms"
+```
+
+**If health checks fail:**
+"It appears you aren't set up properly. Please refer to the [Working with LLMs](https://superset.apache.org/docs/contributing/development#working-with-llms) section in the development docs for setup instructions."
+
+**Key Project Files:**
+- `superset-frontend/package.json` - Frontend build scripts (`npm run dev` on port 9000, `npm run test`, `npm run lint`)
+- `pyproject.toml` - Python tooling (ruff, mypy configs)
+- `requirements/` folder - Python dependencies (base.txt, development.txt)
+
+## Pre-commit Validation
+
+**Use pre-commit hooks for quality validation:**
+
+```bash
+# Install hooks
+pre-commit install
+
+# Quick validation (faster than --all-files)
+pre-commit run                    # Staged files only
+pre-commit run mypy              # Python type checking
+pre-commit run prettier          # Code formatting
+pre-commit run eslint            # Frontend linting
+```
+
+## Platform-Specific Instructions
+
+- **[CLAUDE.md](CLAUDE.md)** - For Claude/Anthropic tools
+- **[.github/copilot-instructions.md](.github/copilot-instructions.md)** - For GitHub Copilot  
+- **[GEMINI.md](GEMINI.md)** - For Google Gemini tools
+- **[GPT.md](GPT.md)** - For OpenAI/ChatGPT tools
+- **[.cursor/rules/dev-standard.mdc](.cursor/rules/dev-standard.mdc)** - For Cursor editor
+
+---
+
+**LLM Note**: This codebase is actively modernizing toward full TypeScript and type safety. Always run `pre-commit run` to validate changes. Follow the ongoing refactors section to avoid deprecated patterns.

README.md

@@ -20,11 +20,11 @@ under the License.
 # Superset
 
 [![License](https://img.shields.io/badge/License-Apache%202.0-blue.svg)](https://opensource.org/license/apache-2-0)
-[![GitHub release (latest SemVer)](https://img.shields.io/github/v/release/apache/superset?sort=semver)](https://github.com/apache/superset/tree/latest)
-[![Build Status](https://github.com/apache/superset/workflows/Python/badge.svg)](https://github.com/apache/superset/actions)
-[![PyPI version](https://badge.fury.io/py/apache-superset.svg)](https://badge.fury.io/py/apache-superset)
+[![Latest Release on Github](https://img.shields.io/github/v/release/apache/superset?sort=semver)](https://github.com/apache/superset/releases/latest)
+[![Build Status](https://github.com/apache/superset/actions/workflows/superset-python-unittest.yml/badge.svg)](https://github.com/apache/superset/actions)
+[![PyPI version](https://badge.fury.io/py/apache_superset.svg)](https://badge.fury.io/py/apache_superset)
 [![Coverage Status](https://codecov.io/github/apache/superset/coverage.svg?branch=master)](https://codecov.io/github/apache/superset)
-[![PyPI](https://img.shields.io/pypi/pyversions/apache-superset.svg?maxAge=2592000)](https://pypi.python.org/pypi/apache-superset)
+[![PyPI](https://img.shields.io/pypi/pyversions/apache_superset.svg?maxAge=2592000)](https://pypi.python.org/pypi/apache_superset)
 [![Get on Slack](https://img.shields.io/badge/slack-join-orange.svg)](http://bit.ly/join-superset-slack)
 [![Documentation](https://img.shields.io/badge/docs-apache.org-blue.svg)](https://superset.apache.org)
 
@@ -72,8 +72,10 @@ Superset provides:
 ## Screenshots & Gifs
 
 **Video Overview**
+
 <!-- File hosted here https://github.com/apache/superset-site/raw/lfs/superset-video-4k.mp4 -->
-[superset-video-4k.webm](https://github.com/apache/superset/assets/812905/da036bc2-150c-4ee7-80f9-75e63210ff76)
+
+[superset-video-1080p.webm](https://github.com/user-attachments/assets/b37388f7-a971-409c-96a7-90c4e31322e6)
 
 <br/>
 
@@ -101,7 +103,7 @@ Here are some of the major database solutions that are supported:
 
 <p align="center">
   <img src="https://superset.apache.org/img/databases/redshift.png" alt="redshift" border="0" width="200"/>
-  <img src="https://superset.apache.org/img/databases/google-biquery.png" alt="google-biquery" border="0" width="200"/>
+  <img src="https://superset.apache.org/img/databases/google-biquery.png" alt="google-bigquery" border="0" width="200"/>
   <img src="https://superset.apache.org/img/databases/snowflake.png" alt="snowflake" border="0" width="200"/>
   <img src="https://superset.apache.org/img/databases/trino.png" alt="trino" border="0" width="150" />
   <img src="https://superset.apache.org/img/databases/presto.png" alt="presto" border="0" width="200"/>
@@ -109,7 +111,6 @@ Here are some of the major database solutions that are supported:
   <img src="https://superset.apache.org/img/databases/druid.png" alt="druid" border="0" width="200" />
   <img src="https://superset.apache.org/img/databases/firebolt.png" alt="firebolt" border="0" width="200" />
   <img src="https://superset.apache.org/img/databases/timescale.png" alt="timescale" border="0" width="200" />
-  <img src="https://superset.apache.org/img/databases/rockset.png" alt="rockset" border="0" width="200" />
   <img src="https://superset.apache.org/img/databases/postgresql.png" alt="postgresql" border="0" width="200" />
   <img src="https://superset.apache.org/img/databases/mysql.png" alt="mysql" border="0" width="200" />
   <img src="https://superset.apache.org/img/databases/mssql-server.png" alt="mssql-server" border="0" width="200" />
@@ -134,9 +135,10 @@ Here are some of the major database solutions that are supported:
   <img src="https://superset.apache.org/img/databases/starrocks.png" alt="starrocks" border="0" width="200" />
   <img src="https://superset.apache.org/img/databases/doris.png" alt="doris" border="0" width="200" />
   <img src="https://superset.apache.org/img/databases/oceanbase.svg" alt="oceanbase" border="0" width="220" />
-  <img src="https://superset.apache.org/img/databases/sap-hana.png" alt="oceanbase" border="0" width="220" />
+  <img src="https://superset.apache.org/img/databases/sap-hana.png" alt="sap-hana" border="0" width="220" />
   <img src="https://superset.apache.org/img/databases/denodo.png" alt="denodo" border="0" width="200" />
   <img src="https://superset.apache.org/img/databases/ydb.svg" alt="ydb" border="0" width="200" />
+  <img src="https://superset.apache.org/img/databases/tdengine.png" alt="TDengine" border="0" width="200" />
 </p>
 
 **A more comprehensive list of supported databases** along with the configuration instructions can be found [here](https://superset.apache.org/docs/configuration/databases).
@@ -145,7 +147,7 @@ Want to add support for your datastore or data engine? Read more [here](https://
 
 ## Installation and Configuration
 
-[Extended documentation for Superset](https://superset.apache.org/docs/installation/docker-compose)
+Try out Superset's [quickstart](https://superset.apache.org/docs/quickstart/) guide or learn about [the options for production deployments](https://superset.apache.org/docs/installation/architecture/).
 
 ## Get Involved
 
@@ -154,7 +156,7 @@ Want to add support for your datastore or data engine? Read more [here](https://
   and please read our [Slack Community Guidelines](https://github.com/apache/superset/blob/master/CODE_OF_CONDUCT.md#slack-community-guidelines)
 - [Join our dev@superset.apache.org Mailing list](https://lists.apache.org/list.html?dev@superset.apache.org). To join, simply send an email to [dev-subscribe@superset.apache.org](mailto:dev-subscribe@superset.apache.org)
 - If you want to help troubleshoot GitHub Issues involving the numerous database drivers that Superset supports, please consider adding your name and the databases you have access to on the [Superset Database Familiarity Rolodex](https://docs.google.com/spreadsheets/d/1U1qxiLvOX0kBTUGME1AHHi6Ywel6ECF8xk_Qy-V9R8c/edit#gid=0)
-- Join Superset's Town Hall and [Operational Model](https://preset.io/blog/the-superset-operational-model-wants-you/) recurring meetings.  Meeting info is available on the [Superset Community Calendar](https://superset.apache.org/community)
+- Join Superset's Town Hall and [Operational Model](https://preset.io/blog/the-superset-operational-model-wants-you/) recurring meetings. Meeting info is available on the [Superset Community Calendar](https://superset.apache.org/community)
 
 ## Contributor Guide
 
@@ -182,14 +184,16 @@ Understanding the Superset Points of View
   - [Building New Database Connectors](https://preset.io/blog/building-database-connector/)
   - [Create Your First Dashboard](https://superset.apache.org/docs/using-superset/creating-your-first-dashboard/)
   - [Comprehensive Tutorial for Contributing Code to Apache Superset
-  ](https://preset.io/blog/tutorial-contributing-code-to-apache-superset/)
+    ](https://preset.io/blog/tutorial-contributing-code-to-apache-superset/)
 - [Resources to master Superset by Preset](https://preset.io/resources/)
 
 - Deploying Superset
+
   - [Official Docker image](https://hub.docker.com/r/apache/superset)
   - [Helm Chart](https://github.com/apache/superset/tree/master/helm/superset)
 
 - Recordings of Past [Superset Community Events](https://preset.io/events)
+
   - [Mixed Time Series Charts](https://preset.io/events/mixed-time-series-visualization-in-superset-workshop/)
   - [How the Bing Team Customized Superset for the Internal Self-Serve Data & Analytics Platform](https://preset.io/events/how-the-bing-team-heavily-customized-superset-for-their-internal-data/)
   - [Live Demo: Visualizing MongoDB and Pinot Data using Trino](https://preset.io/events/2021-04-13-visualizing-mongodb-and-pinot-data-using-trino/)
@@ -197,6 +201,7 @@ Understanding the Superset Points of View
   - [Building a Database Connector for Superset](https://preset.io/events/2021-02-16-building-a-database-connector-for-superset/)
 
 - Visualizations
+
   - [Creating Viz Plugins](https://superset.apache.org/docs/contributing/creating-viz-plugins/)
   - [Managing and Deploying Custom Viz Plugins](https://medium.com/nmc-techblog/apache-superset-manage-custom-viz-plugins-in-production-9fde1a708e55)
   - [Why Apache Superset is Betting on Apache ECharts](https://preset.io/blog/2021-4-1-why-echarts/)

RELEASING/Dockerfile.from_local_tarball

@@ -20,7 +20,7 @@ RUN useradd --user-group --create-home --no-log-init --shell /bin/bash superset
 
 # Configure environment
 ENV LANG=C.UTF-8 \
-    LC_ALL=C.UTF-8
+  LC_ALL=C.UTF-8
 
 RUN apt-get update -y
 
@@ -30,14 +30,14 @@ RUN apt-get install -y apt-transport-https apt-utils
 # Install superset dependencies
 # https://superset.apache.org/docs/installation/installing-superset-from-scratch
 RUN apt-get install -y build-essential libssl-dev \
-    libffi-dev python3-dev libsasl2-dev libldap2-dev libxi-dev chromium zstd
+  libffi-dev python3-dev libsasl2-dev libldap2-dev libxi-dev chromium zstd
 
 # Install nodejs for custom build
 # https://nodejs.org/en/download/package-manager/
 RUN set -eux; \
-    curl -sL https://deb.nodesource.com/setup_20.x | bash -; \
-    apt-get install -y nodejs; \
-    node --version;
+  curl -sL https://deb.nodesource.com/setup_20.x | bash -; \
+  apt-get install -y nodejs; \
+  node --version;
 RUN if ! which npm; then apt-get install -y npm; fi
 
 RUN mkdir -p /home/superset
@@ -50,21 +50,21 @@ ARG SUPERSET_RELEASE_RC_TARBALL
 # Can fetch source from svn or copy tarball from local mounted directory
 COPY $SUPERSET_RELEASE_RC_TARBALL ./
 RUN tar -xvf *.tar.gz
-WORKDIR /home/superset/apache-superset-$VERSION/superset-frontend
+WORKDIR /home/superset/apache_superset-$VERSION/superset-frontend
 
 RUN npm ci \
-    && npm run build \
-    && rm -rf node_modules
+  && npm run build \
+  && rm -rf node_modules
 
-WORKDIR /home/superset/apache-superset-$VERSION
+WORKDIR /home/superset/apache_superset-$VERSION
 RUN pip install --upgrade setuptools pip \
-    && pip install -r requirements/base.txt \
-    && pip install --no-cache-dir .
+  && pip install -r requirements/base.txt \
+  && pip install --no-cache-dir .
 
 RUN flask fab babel-compile --target superset/translations
 
 ENV PATH=/home/superset/superset/bin:$PATH \
-    PYTHONPATH=/home/superset/superset/ \
-    SUPERSET_TESTENV=true
+  PYTHONPATH=/home/superset/superset/ \
+  SUPERSET_TESTENV=true
 COPY from_tarball_entrypoint.sh /entrypoint.sh
 ENTRYPOINT ["/entrypoint.sh"]

RELEASING/Dockerfile.from_svn_tarball

@@ -20,7 +20,7 @@ RUN useradd --user-group --create-home --no-log-init --shell /bin/bash superset
 
 # Configure environment
 ENV LANG=C.UTF-8 \
-    LC_ALL=C.UTF-8
+  LC_ALL=C.UTF-8
 
 RUN apt-get update -y
 
@@ -30,14 +30,14 @@ RUN apt-get install -y apt-transport-https apt-utils
 # Install superset dependencies
 # https://superset.apache.org/docs/installation/installing-superset-from-scratch
 RUN apt-get install -y subversion build-essential libssl-dev \
-    libffi-dev python3-dev libsasl2-dev libldap2-dev libxi-dev chromium zstd
+  libffi-dev python3-dev libsasl2-dev libldap2-dev libxi-dev chromium zstd
 
 # Install nodejs for custom build
 # https://nodejs.org/en/download/package-manager/
 RUN set -eux; \
-    curl -sL https://deb.nodesource.com/setup_20.x | bash -; \
-    apt-get install -y nodejs; \
-    node --version;
+  curl -sL https://deb.nodesource.com/setup_20.x | bash -; \
+  apt-get install -y nodejs; \
+  node --version;
 RUN if ! which npm; then apt-get install -y npm; fi
 
 RUN mkdir -p /home/superset
@@ -49,20 +49,20 @@ ARG VERSION
 # Can fetch source from svn or copy tarball from local mounted directory
 RUN svn co https://dist.apache.org/repos/dist/dev/superset/$VERSION ./
 RUN tar -xvf *.tar.gz
-WORKDIR /home/superset/apache-superset-$VERSION/superset-frontend
+WORKDIR /home/superset/apache_superset-$VERSION/superset-frontend
 
 RUN npm ci \
-    && npm run build \
-    && rm -rf node_modules
+  && npm run build \
+  && rm -rf node_modules
 
-WORKDIR /home/superset/apache-superset-$VERSION
+WORKDIR /home/superset/apache_superset-$VERSION
 RUN pip install --upgrade setuptools pip \
-    && pip install -r requirements/base.txt \
-    && pip install --no-cache-dir .
+  && pip install -r requirements/base.txt \
+  && pip install --no-cache-dir .
 
 RUN flask fab babel-compile --target superset/translations
 
 ENV PATH=/home/superset/superset/bin:$PATH \
-    PYTHONPATH=/home/superset/superset/
+  PYTHONPATH=/home/superset/superset/
 COPY from_tarball_entrypoint.sh /entrypoint.sh
 ENTRYPOINT ["/entrypoint.sh"]

RELEASING/README.md

@@ -123,10 +123,10 @@ SUPERSET_RC=1
 SUPERSET_GITHUB_BRANCH=1.5
 SUPERSET_PGP_FULLNAME=villebro@apache.org
 SUPERSET_VERSION_RC=1.5.1rc1
-SUPERSET_RELEASE=apache-superset-1.5.1
-SUPERSET_RELEASE_RC=apache-superset-1.5.1rc1
-SUPERSET_RELEASE_TARBALL=apache-superset-1.5.1-source.tar.gz
-SUPERSET_RELEASE_RC_TARBALL=apache-superset-1.5.1rc1-source.tar.gz
+SUPERSET_RELEASE=apache_superset-1.5.1
+SUPERSET_RELEASE_RC=apache_superset-1.5.1rc1
+SUPERSET_RELEASE_TARBALL=apache_superset-1.5.1-source.tar.gz
+SUPERSET_RELEASE_RC_TARBALL=apache_superset-1.5.1rc1-source.tar.gz
 SUPERSET_TMP_ASF_SITE_PATH=/tmp/incubator-superset-site-1.5.1
 -------------------------------
 ```
@@ -380,7 +380,7 @@ Official instructions:
 https://www.apache.org/info/verification.html
 
 We now have a handy script for anyone validating a release to use. The core of it is in this very folder, `verify_release.py`. Just make sure you have all three release files in the same directory (`{some version}.tar.gz`, `{some version}.tar.gz.asc` and `{some version}tar.gz.sha512`). Then you can pass this script the path to the `.gz` file like so:
-`python verify_release.py ~/path/tp/apache-superset-{version/candidate}-source.tar.gz`
+`python verify_release.py ~/path/tp/apache_superset-{version/candidate}-source.tar.gz`
 
 If all goes well, you will see this result in your terminal:
 
@@ -454,8 +454,11 @@ cd ../
 # Compile translations for the backend
 ./scripts/translations/generate_mo_files.sh
 
+# update build version number
+sed -i '' "s/version_string = .*/version_string = \"$SUPERSET_VERSION\"/" setup.py
+
 # build the python distribution
-python -m build
+python setup.py sdist
 ```
 
 Publish to PyPI
@@ -466,8 +469,7 @@ an account first if you don't have one, and reference your username
 while requesting access to push packages.
 
 ```bash
-twine upload dist/apache_superset-${SUPERSET_VERSION}-py3-none-any.whl
-twine upload dist/apache-superset-${SUPERSET_VERSION}.tar.gz
+twine upload dist/*
 ```
 
 Set your username to `__token__`

RELEASING/changelog.py

@@ -232,8 +232,7 @@ class GitChangeLog:
         for log in self._logs:
             yield {
                 "pr_number": log.pr_number,
-                "pr_link": f"https://github.com/{SUPERSET_REPO}/pull/"
-                f"{log.pr_number}",
+                "pr_link": f"https://github.com/{SUPERSET_REPO}/pull/{log.pr_number}",
                 "message": log.message,
                 "time": log.time,
                 "author": log.author,
@@ -323,9 +322,9 @@ class BaseParameters:
 
 
 def print_title(message: str) -> None:
-    print(f"{50*'-'}")
+    print(f"{50 * '-'}")
     print(message)
-    print(f"{50*'-'}")
+    print(f"{50 * '-'}")
 
 
 @click.group()
@@ -349,14 +348,14 @@ def compare(base_parameters: BaseParameters) -> None:
     previous_logs = base_parameters.previous_logs
     current_logs = base_parameters.current_logs
     print_title(
-        f"Pull requests from " f"{current_logs.git_ref} not in {previous_logs.git_ref}"
+        f"Pull requests from {current_logs.git_ref} not in {previous_logs.git_ref}"
     )
     previous_diff_logs = previous_logs.diff(current_logs)
     for diff_log in previous_diff_logs:
         print(f"{diff_log}")
 
     print_title(
-        f"Pull requests from " f"{previous_logs.git_ref} not in {current_logs.git_ref}"
+        f"Pull requests from {previous_logs.git_ref} not in {current_logs.git_ref}"
     )
     current_diff_logs = current_logs.diff(previous_logs)
     for diff_log in current_diff_logs:

RELEASING/email_templates/announce.j2

@@ -31,7 +31,7 @@ The official source release:
 https://downloads.apache.org/{{ project_module }}/{{ version }}
 
 The PyPI package:
-https://pypi.org/project/apache-superset/{{ version }}
+https://pypi.org/project/apache_superset/{{ version }}
 
 The CHANGELOG for the release:
 https://github.com/apache/{{ project_module }}/blob/{{ version }}/CHANGELOG/{{ version }}.md

RELEASING/make_tarball.sh

@@ -32,7 +32,7 @@ else
   SUPERSET_VERSION="${1}"
   SUPERSET_RC="${2}"
   SUPERSET_PGP_FULLNAME="${3}"
-  SUPERSET_RELEASE_RC_TARBALL="apache-superset-${SUPERSET_VERSION_RC}-source.tar.gz"
+  SUPERSET_RELEASE_RC_TARBALL="apache_superset-${SUPERSET_VERSION_RC}-source.tar.gz"
 fi
 
 SUPERSET_VERSION_RC="${SUPERSET_VERSION}rc${SUPERSET_RC}"

RELEASING/make_tarball_entrypoint.sh

@@ -22,7 +22,7 @@ if [ -z "${SUPERSET_VERSION_RC}" ] || [ -z "${SUPERSET_SVN_DEV_PATH}" ] || [ -z
   exit 1
 fi
 
-SUPERSET_RELEASE_RC=apache-superset-"${SUPERSET_VERSION_RC}"
+SUPERSET_RELEASE_RC=apache_superset-"${SUPERSET_VERSION_RC}"
 SUPERSET_RELEASE_RC_TARBALL="${SUPERSET_RELEASE_RC}"-source.tar.gz
 SUPERSET_RELEASE_RC_BASE_PATH="${SUPERSET_SVN_DEV_PATH}"/"${SUPERSET_VERSION_RC}"
 SUPERSET_RELEASE_RC_TARBALL_PATH="${SUPERSET_RELEASE_RC_BASE_PATH}"/"${SUPERSET_RELEASE_RC_TARBALL}"

RELEASING/set_release_env.sh

@@ -50,8 +50,8 @@ else
   export SUPERSET_GITHUB_BRANCH="${VERSION_MAJOR}.${VERSION_MINOR}"
   export SUPERSET_PGP_FULLNAME="${2}"
   export SUPERSET_VERSION_RC="${SUPERSET_VERSION}rc${VERSION_RC}"
-  export SUPERSET_RELEASE=apache-superset-"${SUPERSET_VERSION}"
-  export SUPERSET_RELEASE_RC=apache-superset-"${SUPERSET_VERSION_RC}"
+  export SUPERSET_RELEASE=apache_superset-"${SUPERSET_VERSION}"
+  export SUPERSET_RELEASE_RC=apache_superset-"${SUPERSET_VERSION_RC}"
   export SUPERSET_RELEASE_TARBALL="${SUPERSET_RELEASE}"-source.tar.gz
   export SUPERSET_RELEASE_RC_TARBALL="${SUPERSET_RELEASE_RC}"-source.tar.gz
   export SUPERSET_TMP_ASF_SITE_PATH="/tmp/incubator-superset-site-${SUPERSET_VERSION}"

RELEASING/test_run_tarball.sh

@@ -27,7 +27,7 @@ if [ -z "${SUPERSET_SVN_DEV_PATH}" ]; then
 fi
 
 if [[ -n ${1} ]] && [[ ${1} == "local" ]]; then
-  SUPERSET_RELEASE_RC=apache-superset-"${SUPERSET_VERSION_RC}"
+  SUPERSET_RELEASE_RC=apache_superset-"${SUPERSET_VERSION_RC}"
   SUPERSET_RELEASE_RC_TARBALL="${SUPERSET_RELEASE_RC}"-source.tar.gz
   SUPERSET_TARBALL_PATH="${SUPERSET_SVN_DEV_PATH}"/${SUPERSET_VERSION_RC}/${SUPERSET_RELEASE_RC_TARBALL}
   SUPERSET_TMP_TARBALL_FILENAME=_tmp_"${SUPERSET_VERSION_RC}".tar.gz

RELEASING/validate_this_release.sh

@@ -38,7 +38,7 @@ get_pip_command() {
 PYTHON=$(get_python_command)
 PIP=$(get_pip_command)
 
-# Get the release directory's path. If you unzip an Apache release and just run the npm script to validate the release, this will be a file name like `apache-superset-x.x.xrcx-source.tar.gz`
+# Get the release directory's path. If you unzip an Apache release and just run the npm script to validate the release, this will be a file name like `apache_superset-x.x.xrcx-source.tar.gz`
 RELEASE_ZIP_PATH="../../$(basename "$(dirname "$(pwd)")")-source.tar.gz"
 
 # Install dependencies from requirements.txt if the file exists

RESOURCES/FEATURE_FLAGS.md

@@ -49,7 +49,6 @@ These features are **finished** but currently being tested. They are usable, but
 - ENABLE_SUPERSET_META_DB: [(docs)](https://superset.apache.org/docs/configuration/databases/#querying-across-databases)
 - ESTIMATE_QUERY_COST
 - GLOBAL_ASYNC_QUERIES [(docs)](https://github.com/apache/superset/blob/master/CONTRIBUTING.md#async-chart-queries)
-- HORIZONTAL_FILTER_BAR
 - IMPERSONATE_WITH_EMAIL_PREFIX
 - PLAYWRIGHT_REPORTS_AND_THUMBNAILS
 - RLS_IN_SQLLAB

RESOURCES/INTHEWILD.md

@@ -25,8 +25,8 @@ all you have to do is file a simple PR [like this one](https://github.com/apache
 the categorization is inaccurate, please file a PR with your correction as well.
 Join our growing community!
 
-
 ### Sharing Economy
+
 - [Airbnb](https://github.com/airbnb)
 - [Faasos](https://faasos.com/) [@shashanksingh]
 - [Free2Move](https://www.free2move.com/) [@PaoloTerzi]
@@ -36,12 +36,14 @@ Join our growing community!
 - [Ontruck](https://www.ontruck.com/)
 
 ### Financial Services
+
 - [Aktia Bank plc](https://www.aktia.com)
 - [American Express](https://www.americanexpress.com) [@TheLastSultan]
 - [bumper](https://www.bumper.co/) [@vasu-ram, @JamiePercival]
 - [Cape Crypto](https://capecrypto.com)
 - [Capital Service S.A.](https://capitalservice.pl) [@pkonarzewski]
 - [Clark.de](https://clark.de/)
+- [Europace](https://europace.de)
 - [KarrotPay](https://www.daangnpay.com/)
 - [Remita](https://remita.net) [@mujibishola]
 - [Taveo](https://www.taveo.com) [@codek]
@@ -51,9 +53,11 @@ Join our growing community!
 - [Cover Genius](https://covergenius.com/)
 
 ### Gaming
+
 - [Popoko VM Games Studio](https://popoko.live)
 
 ### E-Commerce
+
 - [AiHello](https://www.aihello.com) [@ganeshkrishnan1]
 - [Bazaar Technologies](https://www.bazaartech.com) [@umair-abro]
 - [Dragonpass](https://www.dragonpass.com.cn/) [@zhxjdwh]
@@ -79,12 +83,14 @@ Join our growing community!
 - [Zepto](https://www.zeptonow.com/) [@gwthm-in]
 
 ### Enterprise Technology
+
 - [A3Data](https://a3data.com.br) [@neylsoncrepalde]
 - [Analytics Aura](https://analyticsaura.com/) [@Analytics-Aura]
 - [Apollo GraphQL](https://www.apollographql.com/) [@evans]
 - [Astronomer](https://www.astronomer.io) [@ryw]
 - [Avesta Technologies](https://avestatechnologies.com/) [@TheRum]
 - [Caizin](https://caizin.com/) [@tejaskatariya]
+- [Canonical](https://canonical.com)
 - [Careem](https://www.careem.com/) [@samraHanif0340]
 - [Cloudsmith](https://cloudsmith.io) [@alancarson]
 - [Cyberhaven](https://www.cyberhaven.com/) [@toliver-ch]
@@ -96,8 +102,10 @@ Join our growing community!
 - [ELMO Cloud HR & Payroll](https://elmosoftware.com.au/)
 - [Endress+Hauser](https://www.endress.com/) [@rumbin]
 - [FBK - ICT center](https://ict.fbk.eu)
+- [Formbricks](https://formbricks.com)
 - [Gavagai](https://gavagai.io) [@gavagai-corp]
 - [GfK Data Lab](https://www.gfk.com/home) [@mherr]
+- [HPE](https://www.hpe.com/in/en/home.html) [@anmol-hpe]
 - [Hydrolix](https://www.hydrolix.io/)
 - [Intercom](https://www.intercom.com/) [@kate-gallo]
 - [jampp](https://jampp.com/)
@@ -109,6 +117,7 @@ Join our growing community!
 - [Ona](https://ona.io) [@pld]
 - [Orange](https://www.orange.com) [@icsu]
 - [Oslandia](https://oslandia.com)
+- [Oxylabs](https://oxylabs.io/) [@rytis-ulys]
 - [Peak AI](https://www.peak.ai/) [@azhar22k]
 - [PeopleDoc](https://www.people-doc.com) [@rodo]
 - [PlaidCloud](https://www.plaidcloud.com)
@@ -116,8 +125,11 @@ Join our growing community!
 - [PubNub](https://pubnub.com) [@jzucker2]
 - [ReadyTech](https://www.readytech.io)
 - [Reward Gateway](https://www.rewardgateway.com)
+- [RIADVICE](https://riadvice.tn) [@riadvice]
 - [ScopeAI](https://www.getscopeai.com) [@iloveluce]
+- [shipmnts](https://shipmnts.com)
 - [Showmax](https://showmax.com) [@bobek]
+- [SingleStore](https://www.singlestore.com/)
 - [TechAudit](https://www.techaudit.info) [@ETselikov]
 - [Tenable](https://www.tenable.com) [@dflionis]
 - [Tentacle](https://www.linkedin.com/company/tentacle-cmi/) [@jdclarke5]
@@ -128,9 +140,11 @@ Join our growing community!
 - [Virtuoso QA](https://www.virtuosoqa.com)
 - [Whale](https://whale.im)
 - [Windsor.ai](https://www.windsor.ai/) [@octaviancorlade]
+- [WinWin Network马上赢](https://brandct.cn/) [@wenbinye]
 - [Zeta](https://www.zeta.tech/) [@shaikidris]
 
 ### Media & Entertainment
+
 - [6play](https://www.6play.fr) [@CoryChaplin]
 - [bilibili](https://www.bilibili.com) [@Moinheart]
 - [BurdaForward](https://www.burda-forward.de/en/)
@@ -143,6 +157,7 @@ Join our growing community!
 - [Zaihang](https://www.zaih.com/)
 
 ### Education
+
 - [Aveti Learning](https://avetilearning.com/) [@TheShubhendra]
 - [Brilliant.org](https://brilliant.org/)
 - [Open edX](https://openedx.org/)
@@ -154,6 +169,7 @@ Join our growing community!
 - [WikiMedia Foundation](https://wikimediafoundation.org) [@vg]
 
 ### Energy
+
 - [Airboxlab](https://foobot.io) [@antoine-galataud]
 - [DouroECI](https://www.douroeci.com/) [@nunohelibeires]
 - [Safaricom](https://www.safaricom.co.ke/) [@mmutiso]
@@ -161,6 +177,7 @@ Join our growing community!
 - [Wattbewerb](https://wattbewerb.de/) [@wattbewerb]
 
 ### Healthcare
+
 - [Amino](https://amino.com) [@shkr]
 - [Bluesquare](https://www.bluesquarehub.com/) [@madewulf]
 - [Care](https://www.getcare.io/) [@alandao2021]
@@ -173,29 +190,36 @@ Join our growing community!
 - [2070Health](https://2070health.com/)
 
 ### HR / Staffing
+
 - [Swile](https://www.swile.co/) [@PaoloTerzi]
 - [Symmetrics](https://www.symmetrics.fyi)
 - [bluquist](https://bluquist.com/)
 
-### Government / Non-Profit
+### Government
+
 - [City of Ann Arbor, MI](https://www.a2gov.org/) [@sfirke]
 - [RIS3 Strategy of CZ, MIT CR](https://www.ris3.cz/) [@RIS3CZ]
 - [NRLM - Sarathi, India](https://pib.gov.in/PressReleasePage.aspx?PRID=1999586)
 
 ### Travel
+
 - [Agoda](https://www.agoda.com/) [@lostseaway, @maiake, @obombayo]
+- [HomeToGo](https://hometogo.com/) [@pedromartinsteenstrup]
 - [Skyscanner](https://www.skyscanner.net/) [@cleslie, @stanhoucke]
 
 ### Others
+
 - [10Web](https://10web.io/)
 - [AI inside](https://inside.ai/en/)
 - [Automattic](https://automattic.com/) [@Khrol, @Usiel]
 - [Dropbox](https://www.dropbox.com/) [@bkyryliuk]
+- [Flowbird](https://flowbird.com) [@EmmanuelCbd]
 - [GEOTAB](https://www.geotab.com) [@JZ6]
 - [Grassroot](https://www.grassrootinstitute.org/)
 - [Increff](https://www.increff.com/) [@ishansinghania]
 - [komoot](https://www.komoot.com/) [@christophlingg]
 - [Let's Roam](https://www.letsroam.com/)
+- [Machrent SA](https://www.machrent.com/)
 - [Onebeat](https://1beat.com/) [@GuyAttia]
 - [X](https://x.com/)
 - [VLMedia](https://www.vlmedia.com.tr/) [@ibotheperfect]

RESOURCES/STANDARD_ROLES.md

@@ -43,8 +43,8 @@ under the License.
 | can this form post on ResetPasswordView          |:heavy_check_mark:|O|O|O|
 | can this form get on ResetMyPasswordView         |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|O|
 | can this form post on ResetMyPasswordView        |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|O|
-| can this form get on UserInfoEditView            |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|O|
-| can this form post on UserInfoEditView           |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|O|
+| can this form get on UserInfoEditView            |:heavy_check_mark:|O|O|O|
+| can this form post on UserInfoEditView           |:heavy_check_mark:|O|O|O|
 | can show on UserDBModelView                      |:heavy_check_mark:|O|O|O|
 | can edit on UserDBModelView                      |:heavy_check_mark:|O|O|O|
 | can delete on UserDBModelView                    |:heavy_check_mark:|O|O|O|
@@ -65,7 +65,6 @@ under the License.
 | can get on MenuApi                               |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|O|
 | can list on AsyncEventsRestApi                   |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|O|
 | can invalidate on CacheRestApi                   |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|O|
-| can function names on Database                   |:heavy_check_mark:|O|O|O|
 | can csv upload on Database                       |:heavy_check_mark:|O|O|O|
 | can excel upload on Database                     |:heavy_check_mark:|O|O|O|
 | can query form data on Api                       |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|O|
@@ -76,7 +75,6 @@ under the License.
 | can get on Datasource                            |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|O|
 | can my queries on SqlLab                         |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|
 | can log on Superset                              |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|O|
-| can schemas access for csv upload on Superset    |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|O|
 | can import dashboards on Superset                |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|O|
 | can schemas on Superset                          |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|O|
 | can sqllab history on Superset                   |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|
@@ -118,8 +116,6 @@ under the License.
 | menu access on Data                              |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|O|
 | menu access on Databases                         |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|O|
 | menu access on Datasets                          |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|O|
-| menu access on Upload a CSV                      |:heavy_check_mark:|:heavy_check_mark:|O|O|
-| menu access on Upload Excel                      |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|O|
 | menu access on Charts                            |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|O|
 | menu access on Dashboards                        |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|O|
 | menu access on SQL Lab                           |:heavy_check_mark:|O|O|:heavy_check_mark:|
@@ -129,13 +125,6 @@ under the License.
 | all datasource access on all_datasource_access   |:heavy_check_mark:|:heavy_check_mark:|O|O|
 | all database access on all_database_access       |:heavy_check_mark:|:heavy_check_mark:|O|O|
 | all query access on all_query_access             |:heavy_check_mark:|O|O|O|
-| can edit on UserOAuthModelView                   |:heavy_check_mark:|O|O|O|
-| can list on UserOAuthModelView                   |:heavy_check_mark:|O|O|O|
-| can show on UserOAuthModelView                   |:heavy_check_mark:|O|O|O|
-| can userinfo on UserOAuthModelView               |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|O|
-| can add on UserOAuthModelView                    |:heavy_check_mark:|O|O|O|
-| can delete on UserOAuthModelView                 |:heavy_check_mark:|O|O|O|
-| userinfoedit on UserOAuthModelView               |:heavy_check_mark:|O|O|O|
 | can write on DynamicPlugin                       |:heavy_check_mark:|O|O|O|
 | can edit on DynamicPlugin                        |:heavy_check_mark:|O|O|O|
 | can list on DynamicPlugin                        |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|O|
@@ -143,13 +132,6 @@ under the License.
 | can download on DynamicPlugin                    |:heavy_check_mark:|O|O|O|
 | can add on DynamicPlugin                         |:heavy_check_mark:|O|O|O|
 | can delete on DynamicPlugin                      |:heavy_check_mark:|O|O|O|
-| can edit on RowLevelSecurityFiltersModelView     |:heavy_check_mark:|O|O|O|
-| can list on RowLevelSecurityFiltersModelView     |:heavy_check_mark:|O|O|O|
-| can show on RowLevelSecurityFiltersModelView     |:heavy_check_mark:|O|O|O|
-| can download on RowLevelSecurityFiltersModelView |:heavy_check_mark:|O|O|O|
-| can add on RowLevelSecurityFiltersModelView      |:heavy_check_mark:|O|O|O|
-| can delete on RowLevelSecurityFiltersModelView   |:heavy_check_mark:|O|O|O|
-| muldelete on RowLevelSecurityFiltersModelView    |:heavy_check_mark:|O|O|O|
 | can external metadata by name on Datasource      |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|O|
 | can get value on KV                              |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|O|
 | can store on KV                                  |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|O|
@@ -192,7 +174,6 @@ under the License.
 | can share chart on Superset                      |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|O|
 | can this form get on ColumnarToDatabaseView      |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|O|
 | can this form post on ColumnarToDatabaseView     |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|O|
-| menu access on Upload a Columnar file            |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|O|
 | can export on Chart                              |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|O|
 | can write on DashboardFilterStateRestApi         |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|O|
 | can read on DashboardFilterStateRestApi          |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|O|

UPDATING.md

@@ -22,6 +22,15 @@ under the License.
 This file documents any backwards-incompatible changes in Superset and
 assists people when migrating to a new version.
 
+## Next
+- [34258](https://github.com/apache/superset/pull/34258) changing the default in Dockerfile to INCLUDE_CHROMIUM="false" (from "true") in the past. This ensures the `lean` layer is lean by default, and people can opt-in to the `chromium` layer by setting the build arg `INCLUDE_CHROMIUM=true`. This is a breaking change for anyone using the `lean` layer, as it will no longer include Chromium by default.
+- [34204](https://github.com/apache/superset/pull/33603) OpenStreetView has been promoted as the new default for Deck.gl visualization since it can be enabled by default without requiring an API key. If you have Mapbox set up and want to disable OpenStreeView in your environment, please follow the steps documented here [https://superset.apache.org/docs/configuration/map-tiles].
+- [33116](https://github.com/apache/superset/pull/33116) In Echarts Series charts (e.g. Line, Area, Bar, etc.) charts, the `x_axis_sort_series` and `x_axis_sort_series_ascending` form data items have been renamed with `x_axis_sort` and `x_axis_sort_asc`.
+  There's a migration added that can potentially affect a significant number of existing charts.
+- [32317](https://github.com/apache/superset/pull/32317) The horizontal filter bar feature is now out of testing/beta development and its feature flag `HORIZONTAL_FILTER_BAR` has been removed.
+- [31590](https://github.com/apache/superset/pull/31590) Marks the begining of intricate work around supporting dynamic Theming, and breaks support for [THEME_OVERRIDES](https://github.com/apache/superset/blob/732de4ac7fae88e29b7f123b6cbb2d7cd411b0e4/superset/config.py#L671) in favor of a new theming system based on AntD V5. Likely this will be in disrepair until settling over the 5.x lifecycle.
+- [32432](https://github.com/apache/superset/pull/31260) Moves the List Roles FAB view to the frontend and requires `FAB_ADD_SECURITY_API` to be enabled in the configuration and `superset init` to be executed.
+
 ## 5.0.0
 
 - [31976](https://github.com/apache/superset/pull/31976) Removed the `DISABLE_LEGACY_DATASOURCE_EDITOR` feature flag. The previous value of the feature flag was `True` and now the feature is permanently removed.
@@ -35,7 +44,7 @@ assists people when migrating to a new version.
 - [31198](https://github.com/apache/superset/pull/31198) Disallows by default the use of the following ClickHouse functions: "version", "currentDatabase", "hostName".
 - [29798](https://github.com/apache/superset/pull/29798) Since 3.1.0, the intial schedule for an alert or report was mistakenly offset by the specified timezone's relation to UTC. The initial schedule should now begin at the correct time.
 - [30021](https://github.com/apache/superset/pull/30021) The `dev` layer in our Dockerfile no long includes firefox binaries, only Chromium to reduce bloat/docker-build-time.
-- [30099](https://github.com/apache/superset/pull/30099) Translations are no longer included in the default docker image builds. If your environment requires translations, you'll want to set the docker build arg `BUILD_TRANSACTION=true`.
+- [30099](https://github.com/apache/superset/pull/30099) Translations are no longer included in the default docker image builds. If your environment requires translations, you'll want to set the docker build arg `BUILD_TRANSLATIONS=true`.
 - [31262](https://github.com/apache/superset/pull/31262) NOTE: deprecated `pylint` in favor of `ruff` as our only python linter. Only affect development workflows positively (not the release itself). It should cover most important rules, be much faster, but some things linting rules that were enforced before may not be enforce in the exact same way as before.
 - [31173](https://github.com/apache/superset/pull/31173) Modified `fetch_csrf_token` to align with HTTP standards, particularly regarding how cookies are handled. If you encounter any issues related to CSRF functionality, please report them as a new issue and reference this PR for context.
 - [31413](https://github.com/apache/superset/pull/31413) Enable the DATE_FORMAT_IN_EMAIL_SUBJECT feature flag to allow users to specify a date format for the email subject, which will then be replaced with the actual date.
@@ -48,6 +57,13 @@ assists people when migrating to a new version.
 - [31961](https://github.com/apache/superset/pull/31961) Upgraded React from version 16.13.1 to 17.0.2. If you are using custom frontend extensions or plugins, you may need to update them to be compatible with React 17.
 - [31260](https://github.com/apache/superset/pull/31260) Docker images now use `uv pip install` instead of `pip install` to manage the python envrionment. Most docker-based deployments will be affected, whether you derive one of the published images, or have custom bootstrap script that install python libraries (drivers)
 
+### Potential Downtime
+
+## 4.1.2
+
+- [31198](https://github.com/apache/superset/pull/31198) Disallows by default the use of the following ClickHouse functions: "version", "currentDatabase", "hostName".
+- [31173](https://github.com/apache/superset/pull/31173) Modified `fetch_csrf_token` to align with HTTP standards, particularly regarding how cookies are handled. If you encounter any issues related to CSRF functionality, please report them as a new issue and reference this PR for context.
+
 ## 4.1.0
 
 - [29274](https://github.com/apache/superset/pull/29274): We made it easier to trigger CI on your

docker-compose-image-tag.yml

@@ -41,7 +41,7 @@ services:
         required: true
       - path: docker/.env-local # optional override
         required: false
-    image: postgres:15
+    image: postgres:16
     container_name: superset_db
     restart: unless-stopped
     volumes:
@@ -65,8 +65,6 @@ services:
       superset-init:
         condition: service_completed_successfully
     volumes: *superset-volumes
-    environment:
-      SUPERSET_LOG_LEVEL: "${SUPERSET_LOG_LEVEL:-info}"
 
   superset-init:
     image: *superset-image
@@ -86,9 +84,6 @@ services:
     volumes: *superset-volumes
     healthcheck:
       disable: true
-    environment:
-      SUPERSET_LOAD_EXAMPLES: "${SUPERSET_LOAD_EXAMPLES:-yes}"
-      SUPERSET_LOG_LEVEL: "${SUPERSET_LOG_LEVEL:-info}"
 
   superset-worker:
     image: *superset-image
@@ -111,8 +106,6 @@ services:
           "CMD-SHELL",
           "celery -A superset.tasks.celery_app:app inspect ping -d celery@$$HOSTNAME",
         ]
-    environment:
-      SUPERSET_LOG_LEVEL: "${SUPERSET_LOG_LEVEL:-info}"
 
   superset-worker-beat:
     image: *superset-image
@@ -131,8 +124,6 @@ services:
     volumes: *superset-volumes
     healthcheck:
       disable: true
-    environment:
-      SUPERSET_LOG_LEVEL: "${SUPERSET_LOG_LEVEL:-info}"
 
 volumes:
   superset_home:

docker-compose-non-dev.yml

@@ -46,7 +46,7 @@ services:
         required: true
       - path: docker/.env-local # optional override
         required: false
-    image: postgres:15
+    image: postgres:16
     container_name: superset_db
     restart: unless-stopped
     volumes:
@@ -71,8 +71,6 @@ services:
       superset-init:
         condition: service_completed_successfully
     volumes: *superset-volumes
-    environment:
-      SUPERSET_LOG_LEVEL: "${SUPERSET_LOG_LEVEL:-info}"
 
   superset-init:
     container_name: superset_init
@@ -93,9 +91,6 @@ services:
     volumes: *superset-volumes
     healthcheck:
       disable: true
-    environment:
-      SUPERSET_LOAD_EXAMPLES: "${SUPERSET_LOAD_EXAMPLES:-yes}"
-      SUPERSET_LOG_LEVEL: "${SUPERSET_LOG_LEVEL:-info}"
 
   superset-worker:
     build:
@@ -119,8 +114,6 @@ services:
           "CMD-SHELL",
           "celery -A superset.tasks.celery_app:app inspect ping -d celery@$$HOSTNAME",
         ]
-    environment:
-      SUPERSET_LOG_LEVEL: "${SUPERSET_LOG_LEVEL:-info}"
 
   superset-worker-beat:
     build:
@@ -140,8 +133,6 @@ services:
     volumes: *superset-volumes
     healthcheck:
       disable: true
-    environment:
-      SUPERSET_LOG_LEVEL: "${SUPERSET_LOG_LEVEL:-info}"
 
 volumes:
   superset_home:

docker-compose.yml

@@ -29,7 +29,6 @@ x-superset-volumes: &superset-volumes
   - ./superset-frontend:/app/superset-frontend
   - superset_home:/app/superset_home
   - ./tests:/app/tests
-
 x-common-build: &common-build
   context: .
   target: ${SUPERSET_BUILD_TARGET:-dev} # can use `dev` (default) or `lean`
@@ -43,6 +42,11 @@ x-common-build: &common-build
 
 services:
   nginx:
+    env_file:
+      - path: docker/.env # default
+        required: true
+      - path: docker/.env-local # optional override
+        required: false
     image: nginx:latest
     container_name: superset_nginx
     restart: unless-stopped
@@ -52,6 +56,8 @@ services:
       - "host.docker.internal:host-gateway"
     volumes:
       - ./docker/nginx/nginx.conf:/etc/nginx/nginx.conf:ro
+      - ./docker/nginx/templates:/etc/nginx/templates:ro
+
   redis:
     image: redis:7
     container_name: superset_cache
@@ -67,7 +73,7 @@ services:
         required: true
       - path: docker/.env-local # optional override
         required: false
-    image: postgres:15
+    image: postgres:16
     container_name: superset_db
     restart: unless-stopped
     ports:
@@ -98,9 +104,6 @@ services:
       superset-init:
         condition: service_completed_successfully
     volumes: *superset-volumes
-    environment:
-      CYPRESS_CONFIG: "${CYPRESS_CONFIG:-}"
-      SUPERSET_LOG_LEVEL: "${SUPERSET_LOG_LEVEL:-info}"
 
   superset-websocket:
     container_name: superset_websocket
@@ -152,10 +155,6 @@ services:
         condition: service_started
     user: *superset-user
     volumes: *superset-volumes
-    environment:
-      CYPRESS_CONFIG: "${CYPRESS_CONFIG:-}"
-      SUPERSET_LOAD_EXAMPLES: "${SUPERSET_LOAD_EXAMPLES:-yes}"
-      SUPERSET_LOG_LEVEL: "${SUPERSET_LOG_LEVEL:-info}"
     healthcheck:
       disable: true
 
@@ -176,7 +175,7 @@ services:
       NPM_RUN_PRUNE: false
       SCARF_ANALYTICS: "${SCARF_ANALYTICS:-}"
       # configuring the dev-server to use the host.docker.internal to connect to the backend
-      superset: "http://host.docker.internal:8088"
+      superset: "http://superset:8088"
     ports:
       - "127.0.0.1:9000:9000"  # exposing the dynamic webpack dev server
     container_name: superset_node
@@ -200,8 +199,6 @@ services:
         required: false
     environment:
       CELERYD_CONCURRENCY: 2
-      CYPRESS_CONFIG: "${CYPRESS_CONFIG:-}"
-      SUPERSET_LOG_LEVEL: "${SUPERSET_LOG_LEVEL:-info}"
     restart: unless-stopped
     depends_on:
       superset-init:
@@ -233,9 +230,6 @@ services:
     volumes: *superset-volumes
     healthcheck:
       disable: true
-    environment:
-      CYPRESS_CONFIG: "${CYPRESS_CONFIG:-}"
-      SUPERSET_LOG_LEVEL: "${SUPERSET_LOG_LEVEL:-info}"
 
   superset-tests-worker:
     build:
@@ -256,7 +250,6 @@ services:
       REDIS_RESULTS_DB: 3
       REDIS_HOST: localhost
       CELERYD_CONCURRENCY: 8
-      SUPERSET_LOG_LEVEL: "${SUPERSET_LOG_LEVEL:-info}"
     network_mode: host
     depends_on:
       superset-init:

docker/.env

@@ -54,6 +54,7 @@ REDIS_HOST=redis
 REDIS_PORT=6379
 
 FLASK_DEBUG=true
+SUPERSET_APP_ROOT="/"
 SUPERSET_ENV=development
 SUPERSET_LOAD_EXAMPLES=yes
 CYPRESS_CONFIG=false
@@ -62,7 +63,6 @@ MAPBOX_API_KEY=''
 
 # Make sure you set this to a unique secure random value on production
 SUPERSET_SECRET_KEY=TEST_NON_DEV_SECRET
-
 ENABLE_PLAYWRIGHT=false
 PUPPETEER_SKIP_CHROMIUM_DOWNLOAD=true
 BUILD_SUPERSET_FRONTEND_IN_DOCKER=true

docker/docker-healthcheck.sh

@@ -0,0 +1,19 @@
+#!/usr/bin/env bash
+#
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements.  See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License.  You may obtain a copy of the License at
+#
+#    http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#
+
+curl -f "http://localhost:${SUPERSET_PORT}/${SUPERSET_APP_ROOT/\//}/health" || exit 1

docker/nginx/nginx.conf

@@ -90,44 +90,5 @@ http {
 
     client_max_body_size 10m;
 
-    upstream superset_app {
-        server host.docker.internal:8088;
-        keepalive 100;
-    }
-
-    upstream superset_websocket {
-        server host.docker.internal:8080;
-        keepalive 100;
-    }
-
-    server {
-        listen 80 default_server;
-        server_name  _;
-
-        location /ws {
-            proxy_pass http://superset_websocket;
-            proxy_http_version 1.1;
-            proxy_set_header Upgrade $http_upgrade;
-            proxy_set_header Connection "Upgrade";
-            proxy_set_header Host $host;
-        }
-
-        location /static {
-            proxy_pass http://host.docker.internal:9000;  # Proxy to superset-node
-            proxy_http_version 1.1;
-            proxy_set_header Host $host;
-        }
-
-        location / {
-            proxy_pass http://superset_app;
-            proxy_set_header    Host                $host;
-            proxy_set_header    X-Real-IP           $remote_addr;
-            proxy_set_header    X-Forwarded-For     $remote_addr;
-            proxy_set_header    X-Forwarded-Host    $host;
-            proxy_set_header    X-Forwarded-Proto   $scheme;
-            proxy_http_version 1.1;
-            port_in_redirect off;
-            proxy_connect_timeout 300;
-        }
-    }
+    include /etc/nginx/conf.d/superset.conf;
 }

docker/nginx/templates/superset.conf.template

@@ -0,0 +1,57 @@
+# 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.
+
+upstream superset_app {
+    server host.docker.internal:8088;
+    keepalive 100;
+}
+
+upstream superset_websocket {
+    server host.docker.internal:8080;
+    keepalive 100;
+}
+
+server {
+    listen 80 default_server;
+    server_name  _;
+
+    location /ws {
+        proxy_pass http://superset_websocket;
+        proxy_http_version 1.1;
+        proxy_set_header Upgrade $http_upgrade;
+        proxy_set_header Connection "Upgrade";
+        proxy_set_header Host $host;
+    }
+
+    location ${SUPERSET_APP_ROOT}/static {
+        proxy_pass http://host.docker.internal:9000;  # Proxy to superset-node
+        proxy_http_version 1.1;
+        proxy_set_header Host $host;
+    }
+
+    location ${SUPERSET_APP_ROOT} {
+        proxy_pass http://superset_app;
+        proxy_set_header Host $http_host;
+        proxy_set_header X-Real-IP $remote_addr;
+        proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
+        proxy_set_header X-Forwarded-Proto $scheme;
+        proxy_http_version 1.1;
+        port_in_redirect off;
+        proxy_connect_timeout 300;
+    }
+
+}

docker/pythonpath_dev/superset_config.py

@@ -71,6 +71,7 @@ CACHE_CONFIG = {
     "CACHE_REDIS_DB": REDIS_RESULTS_DB,
 }
 DATA_CACHE_CONFIG = CACHE_CONFIG
+THUMBNAIL_CACHE_CONFIG = CACHE_CONFIG
 
 
 class CeleryConfig:
@@ -100,9 +101,11 @@ CELERY_CONFIG = CeleryConfig
 
 FEATURE_FLAGS = {"ALERT_REPORTS": True}
 ALERT_REPORTS_NOTIFICATION_DRY_RUN = True
-WEBDRIVER_BASEURL = "http://superset:8088/"  # When using docker compose baseurl should be http://superset_app:8088/  # noqa: E501
+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.
-WEBDRIVER_BASEURL_USER_FRIENDLY = WEBDRIVER_BASEURL
+WEBDRIVER_BASEURL_USER_FRIENDLY = (
+    f"http://localhost:8888/{os.environ.get('SUPERSET_APP_ROOT', '/')}/"
+)
 SQLLAB_CTAS_NO_LIMIT = True
 
 log_level_text = os.getenv("SUPERSET_LOG_LEVEL", "INFO")
@@ -129,7 +132,7 @@ try:
     from superset_config_docker import *  # noqa
 
     logger.info(
-        f"Loaded your Docker configuration at " f"[{superset_config_docker.__file__}]"
+        f"Loaded your Docker configuration at [{superset_config_docker.__file__}]"
     )
 except ImportError:
     logger.info("Using default Docker config...")

docs/.nvmrc

@@ -1 +1 @@
-v20.16.0
+v20.18.3

docs/README.md

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

docs/babel.config.js

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

docs/data/countries.json

@@ -86,6 +86,7 @@
     "Israel",
     "Italy",
     "Italy (regions)",
+    "Ivory Coast",
     "Japan",
     "Jordan",
     "Kazakhstan",
@@ -143,6 +144,7 @@
     "Poland",
     "Portugal",
     "Qatar",
+    "Republic Of Serbia",
     "Romania",
     "Russia",
     "Rwanda",

docs/docs/api.mdx

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

docs/docs/configuration/alerts-reports.mdx

@@ -92,6 +92,7 @@ You can find documentation about each field in the default `config.py` in the Gi
 You need to replace default values with your custom Redis, Slack and/or SMTP config.
 
 Superset uses Celery beat and Celery worker(s) to send alerts and reports.
+
 - The beat is the scheduler that tells the worker when to perform its tasks. This schedule is defined when you create the alert or report.
 - The worker will process the  tasks that need to be performed when an alert or report is fired.
 
@@ -143,7 +144,7 @@ SLACK_API_TOKEN = "xoxb-"
 SMTP_HOST = "smtp.sendgrid.net" # change to your host
 SMTP_PORT = 2525 # your port, e.g. 587
 SMTP_STARTTLS = True
-SMTP_SSL_SERVER_AUTH = True # If your using an SMTP server with a valid certificate
+SMTP_SSL_SERVER_AUTH = True # If you're using an SMTP server with a valid certificate
 SMTP_SSL = False
 SMTP_USER = "your_user" # use the empty string "" if using an unauthenticated SMTP server
 SMTP_PASSWORD = "your_password" # use the empty string "" if using an unauthenticated SMTP server
@@ -187,7 +188,6 @@ ALERT_REPORTS_EXECUTORS = [FixedExecutor("admin")]
 
 Please refer to `ExecutorType` in the codebase for other executor types.
 
-
 **Important notes**
 
 - Be mindful of the concurrency setting for celery (using `-c 4`). Selenium/webdriver instances can
@@ -199,7 +199,6 @@ Please refer to `ExecutorType` in the codebase for other executor types.
 - Adjust `WEBDRIVER_BASEURL` in your configuration file if celery workers can’t access Superset via
   its default value of `http://0.0.0.0:8080/`.
 
-
 It's also possible to specify a minimum interval between each report's execution through the config file:
 
 ``` python
@@ -305,6 +304,7 @@ One symptom of an invalid connection to an email server is receiving an error of
 Confirm via testing that your outbound email configuration is correct.  Here is the simplest test, for an un-authenticated email SMTP email service running on port 25.  If you are sending over SSL, for instance, study how [Superset's codebase sends emails](https://github.com/apache/superset/blob/master/superset/utils/core.py#L818) and then test with those commands and arguments.
 
 Start Python in your worker environment, replace all example values, and run:
+
 ```python
 import smtplib
 from email.mime.multipart import MIMEMultipart
@@ -326,6 +326,7 @@ mailserver.quit()
 This should send an email.
 
 Possible fixes:
+
 - Some cloud hosts disable outgoing unauthenticated SMTP email to prevent spam.  For instance, [Azure blocks port 25 by default on some machines](https://learn.microsoft.com/en-us/azure/virtual-network/troubleshoot-outbound-smtp-connectivity). Enable that port or use another sending method.
 - Use another set of SMTP credentials that you verify works in this setup.
 

docs/docs/configuration/async-queries-celery.mdx

@@ -42,13 +42,13 @@ CELERY_CONFIG = CeleryConfig
 
 To start a Celery worker to leverage the configuration, run the following command:
 
-```
+```bash
 celery --app=superset.tasks.celery_app:app worker --pool=prefork -O fair -c 4
 ```
 
 To start a job which schedules periodic background jobs, run the following command:
 
-```
+```bash
 celery --app=superset.tasks.celery_app:app beat
 ```
 
@@ -93,12 +93,12 @@ issues arise. Please clear your existing results cache store when upgrading an e
 
 Flower is a web based tool for monitoring the Celery cluster which you can install from pip:
 
-```python
+```bash
 pip install flower
 ```
 
 You can run flower using:
 
-```
+```bash
 celery --app=superset.tasks.celery_app:app flower
 ```

docs/docs/configuration/cache.mdx

@@ -17,6 +17,7 @@ Caching can be configured by providing dictionaries in
 `superset_config.py` that comply with [the Flask-Caching config specifications](https://flask-caching.readthedocs.io/en/latest/#configuring-flask-caching).
 
 The following cache configurations can be customized in this way:
+
 - Dashboard filter state (required): `FILTER_STATE_CACHE_CONFIG`.
 - Explore chart form data (required): `EXPLORE_FORM_DATA_CACHE_CONFIG`
 - Metadata cache (optional): `CACHE_CONFIG`
@@ -81,7 +82,7 @@ See [Async Queries via Celery](/docs/configuration/async-queries-celery) for det
 
 ## Caching Thumbnails
 
-This is an optional feature that can be turned on by activating it’s [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](/docs/configuration/configuring-superset#feature-flags) on config:
 
 ```
 FEATURE_FLAGS = {
@@ -99,7 +100,6 @@ from superset.tasks.types import FixedExecutor
 THUMBNAIL_EXECUTORS = [FixedExecutor("admin")]
 ```
 
-
 For this feature you will need a cache system and celery workers. All thumbnails are stored on cache
 and are processed asynchronously by the workers.
 

docs/docs/configuration/configuring-superset.mdx

@@ -117,7 +117,7 @@ Your deployment must use a complex, unique key.
 ### Rotating to a newer SECRET_KEY
 
 If you wish to change your existing SECRET_KEY, add the existing SECRET_KEY to your `superset_config.py` file as
-`PREVIOUS_SECRET_KEY = `and provide your new key as `SECRET_KEY =`. You can find your current SECRET_KEY with these
+`PREVIOUS_SECRET_KEY =`and provide your new key as `SECRET_KEY =`. You can find your current SECRET_KEY with these
 commands - if running Superset with Docker, execute from within the Superset application container:
 
 ```python
@@ -141,10 +141,10 @@ database engine on a separate host or container.
 
 Superset supports the following database engines/versions:
 
-| Database Engine                           | Supported Versions                 |
-| ----------------------------------------- | ---------------------------------- |
-| [PostgreSQL](https://www.postgresql.org/) | 10.X, 11.X, 12.X, 13.X, 14.X, 15.X |
-| [MySQL](https://www.mysql.com/)           | 5.7, 8.X                           |
+| Database Engine                           | Supported Versions                       |
+| ----------------------------------------- | ---------------------------------------- |
+| [PostgreSQL](https://www.postgresql.org/) | 10.X, 11.X, 12.X, 13.X, 14.X, 15.X, 16.X |
+| [MySQL](https://www.mysql.com/)           | 5.7, 8.X                                 |
 
 Use the following database drivers and connection strings:
 
@@ -215,6 +215,45 @@ In case the reverse proxy is used for providing SSL encryption, an explicit defi
 RequestHeader set X-Forwarded-Proto "https"
 ```
 
+## Configuring the application root
+
+*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:
+
+- 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.
+
+Note, the prefix should start with a `/`.
+
+### Customizing the Flask entrypoint
+
+To configure a prefix, e.g `/analytics`, pass the `superset_app_root` argument to
+`create_app` when calling flask run either through the `FLASK_APP`
+environment variable:
+
+```sh
+FLASK_APP="superset:create_app(superset_app_root='/analytics')"
+```
+
+or as part of the `--app` argument to `flask run`:
+
+```sh
+flask --app "superset.app:create_app(superset_app_root='/analytics')"
+```
+
+### Docker builds
+
+The [docker compose](/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.
+
+In `docker/.env-local` set `SUPERSET_APP_ROOT` to the desired prefix and then bring the
+services up with `docker compose up --detach`.
+
 ## Custom OAuth2 Configuration
 
 Superset is built on Flask-AppBuilder (FAB), which supports many providers out of the box
@@ -263,6 +302,15 @@ AUTH_USER_REGISTRATION = True
 AUTH_USER_REGISTRATION_ROLE = "Public"
 ```
 
+In case you want to assign the `Admin` role on new user registration, it can be assigned as follows:
+```python
+AUTH_USER_REGISTRATION_ROLE = "Admin"
+```
+If you encounter the [issue](https://github.com/apache/superset/issues/13243) of not being able to list users from the Superset main page settings, although a newly registered user has an `Admin` role, please re-run `superset init` to sync the required permissions. Below is the command to re-run `superset init` using docker compose.
+```
+docker-compose exec superset superset init
+```
+
 Then, create a `CustomSsoSecurityManager` that extends `SupersetSecurityManager` and overrides
 `oauth_user_info`:
 
@@ -283,7 +331,7 @@ class CustomSsoSecurityManager(SupersetSecurityManager):
     ...
 ```
 
-This file must be located at the same directory than `superset_config.py` with the name
+This file must be located in the same directory as `superset_config.py` with the name
 `custom_sso_security_manager.py`. Finally, add the following 2 lines to `superset_config.py`:
 
 ```
@@ -300,6 +348,7 @@ CUSTOM_SECURITY_MANAGER = CustomSsoSecurityManager
 - If an OAuth2 authorization server supports OpenID Connect 1.0, you could configure its configuration
   document URL only without providing `api_base_url`, `access_token_url`, `authorize_url` and other
   required options like user info endpoint, jwks uri etc. For instance:
+
   ```python
   OAUTH_PROVIDERS = [
     {   'name':'egaSSO',
@@ -313,12 +362,15 @@ CUSTOM_SECURITY_MANAGER = CustomSsoSecurityManager
     }
   ]
   ```
+
 ### Keycloak-Specific Configuration using Flask-OIDC
+
 If you are using Keycloak as OpenID Connect 1.0 Provider, the above configuration based on [`Authlib`](https://authlib.org/) might not work. In this case using [`Flask-OIDC`](https://pypi.org/project/flask-oidc/) is a viable option.
 
-Make sure the pip package [`Flask-OIDC`](https://pypi.org/project/flask-oidc/) is installed on the webserver. This was succesfully tested using version 2.2.0. This package requires [`Flask-OpenID`](https://pypi.org/project/Flask-OpenID/) as a dependency.
+Make sure the pip package [`Flask-OIDC`](https://pypi.org/project/flask-oidc/) is installed on the webserver. This was successfully tested using version 2.2.0. This package requires [`Flask-OpenID`](https://pypi.org/project/Flask-OpenID/) as a dependency.
 
 The following code defines a new security manager.  Add it to a new file named `keycloak_security_manager.py`, placed in the same directory as your `superset_config.py` file.
+
 ```python
 from flask_appbuilder.security.manager import AUTH_OID
 from superset.security import SupersetSecurityManager
@@ -373,7 +425,9 @@ class AuthOIDCView(AuthOIDView):
         return redirect(
             oidc.client_secrets.get('issuer') + '/protocol/openid-connect/logout?redirect_uri=' + quote(redirect_url))
 ```
+
 Then add to your `superset_config.py` file:
+
 ```python
 from keycloak_security_manager import OIDCSecurityManager
 from flask_appbuilder.security.manager import AUTH_OID, AUTH_REMOTE_USER, AUTH_DB, AUTH_LDAP, AUTH_OAUTH
@@ -393,7 +447,9 @@ AUTH_USER_REGISTRATION = True
 # The default user self registration role
 AUTH_USER_REGISTRATION_ROLE = 'Public'
 ```
+
 Store your client-specific OpenID information in a file called `client_secret.json`. Create this file in the same directory as `superset_config.py`:
+
 ```json
 {
     "<myOpenIDProvider>": {
@@ -410,6 +466,7 @@ Store your client-specific OpenID information in a file called `client_secret.js
   }
 }
 ```
+
 ## LDAP Authentication
 
 FAB supports authenticating user credentials against an LDAP server.
@@ -432,6 +489,7 @@ AUTH_ROLES_MAPPING = {
 "superset_admins": ["Admin"],
 }
 ```
+
 ### Mapping LDAP groups to Superset roles
 
 The following `AUTH_ROLES_MAPPING` dictionary would map the LDAP DN "cn=superset_users,ou=groups,dc=example,dc=com" to the Superset roles "Gamma" as well as "Alpha", and the LDAP DN "cn=superset_admins,ou=groups,dc=example,dc=com" to the Superset role "Admin".
@@ -442,6 +500,7 @@ AUTH_ROLES_MAPPING = {
 "cn=superset_admins,ou=groups,dc=example,dc=com": ["Admin"],
 }
 ```
+
 Note: This requires `AUTH_LDAP_SEARCH` to be set. For more details, please see the [FAB Security documentation](https://flask-appbuilder.readthedocs.io/en/latest/security.html).
 
 ### Syncing roles at login
@@ -475,7 +534,7 @@ def FLASK_APP_MUTATOR(app: Flask) -> None:
 
 To support a diverse set of users, Superset has some features that are not enabled by default. For
 example, some users have stronger security restrictions, while some others may not. So Superset
-allow users to enable or disable some features by config. For feature owners, you can add optional
+allows users to enable or disable some features by config. For feature owners, you can add optional
 functionalities in Superset, but will be only affected by a subset of users.
 
 You can enable or disable features with flag from `superset_config.py`:

docs/docs/configuration/databases.mdx

@@ -31,18 +31,17 @@ install new database drivers into your Superset configuration.
 
 ### Supported Databases and Dependencies
 
-
 Some of the recommended packages are shown below. Please refer to
 [pyproject.toml](https://github.com/apache/superset/blob/master/pyproject.toml) for the versions that
 are compatible with Superset.
 
 | <div style={{width: '150px'}}>Database</div>                   | PyPI package                                                                       | Connection String                                                                                                                                      |
 | --------------------------------------------------------- | ---------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------ |
-| [AWS Athena](/docs/configuration/databases#aws-athena)                   | `pip install pyathena[pandas]` , `pip install PyAthenaJDBC`                        | `awsathena+rest://{access_key_id}:{access_key}@athena.{region}.amazonaws.com/{schema}?s3_staging_dir={s3_staging_dir}&... `   |
+| [AWS Athena](/docs/configuration/databases#aws-athena)                   | `pip install pyathena[pandas]` , `pip install PyAthenaJDBC`                        | `awsathena+rest://{access_key_id}:{access_key}@athena.{region}.amazonaws.com/{schema}?s3_staging_dir={s3_staging_dir}&...`   |
 | [AWS DynamoDB](/docs/configuration/databases#aws-dynamodb)               | `pip install pydynamodb`                                                           | `dynamodb://{access_key_id}:{secret_access_key}@dynamodb.{region_name}.amazonaws.com?connector=superset`                                               |
-| [AWS Redshift](/docs/configuration/databases#aws-redshift)               | `pip install sqlalchemy-redshift`                                                  | ` redshift+psycopg2://<userName>:<DBPassword>@<AWS End Point>:5439/<Database Name>`                                                                    |
+| [AWS Redshift](/docs/configuration/databases#aws-redshift)               | `pip install sqlalchemy-redshift`                                                  | `redshift+psycopg2://<userName>:<DBPassword>@<AWS End Point>:5439/<Database Name>`                                                                    |
 | [Apache Doris](/docs/configuration/databases#apache-doris)                     | `pip install pydoris`                                                              | `doris://<User>:<Password>@<Host>:<Port>/<Catalog>.<Database>`                                            |
-| [Apache Drill](/docs/configuration/databases#apache-drill)                     | `pip install sqlalchemy-drill`                                                     | `drill+sadrill:// For JDBC drill+jdbc://`                                                                                                              |
+| [Apache Drill](/docs/configuration/databases#apache-drill)                     | `pip install sqlalchemy-drill`                                                     | `drill+sadrill://<username>:<password>@<host>:<port>/<storage_plugin>`, often useful: `?use_ssl=True/False`                                                                                                              |
 | [Apache Druid](/docs/configuration/databases#apache-druid)                     | `pip install pydruid`                                                              | `druid://<User>:<password>@<Host>:<Port-default-9088>/druid/v2/sql`                                                                                    |
 | [Apache Hive](/docs/configuration/databases#hive)                       | `pip install pyhive`                                                               | `hive://hive@{hostname}:{port}/{database}`                                                                                                             |
 | [Apache Impala](/docs/configuration/databases#apache-impala)                   | `pip install impyla`                                                               | `impala://{hostname}:{port}/{database}`                                                                                                                |
@@ -68,22 +67,24 @@ are compatible with Superset.
 | [IBM Netezza Performance Server](/docs/configuration/databases#ibm-netezza-performance-server) | `pip install nzalchemy`                                                            | `netezza+nzpy://<UserName>:<DBPassword>@<Database Host>/<Database Name>`                                                                               |
 | [MySQL](/docs/configuration/databases#mysql)                            | `pip install mysqlclient`                                                          | `mysql://<UserName>:<DBPassword>@<Database Host>/<Database Name>`                                                                                      |
 | [OceanBase](/docs/configuration/databases#oceanbase)                    | `pip install oceanbase_py`                                                         | `oceanbase://<UserName>:<DBPassword>@<Database Host>/<Database Name>`                                                                                      |
-| [Oracle](/docs/configuration/databases#oracle)                          | `pip install cx_Oracle`                                                            | `oracle://`                                                                                                                                            |
+| [Oracle](/docs/configuration/databases#oracle)                          | `pip install cx_Oracle`                                                            | `oracle://<username>:<password>@<hostname>:<port>`                                                                                                                                            |
 | [Parseable](/docs/configuration/databases#parseable)                    | `pip install sqlalchemy-parseable`                                                 | `parseable://<UserName>:<DBPassword>@<Database Host>/<Stream Name>`                                                                                    |
 | [PostgreSQL](/docs/configuration/databases#postgres)                    | `pip install psycopg2`                                                             | `postgresql://<UserName>:<DBPassword>@<Database Host>/<Database Name>`                                                                                 |
-| [Presto](/docs/configuration/databases#presto)                          | `pip install pyhive`                                                               | `presto://`                                                                                                                                            |
-| [Rockset](/docs/configuration/databases#rockset)                        | `pip install rockset-sqlalchemy`                                                   | `rockset://<api_key>:@<api_server>`                                                                                                                    |
-| [SAP Hana](/docs/configuration/databases#hana)                          | `pip install hdbcli sqlalchemy-hana` or `pip install apache-superset[hana]`          | `hana://{username}:{password}@{host}:{port}`                                                                                                           |
+| [Presto](/docs/configuration/databases#presto)                          | `pip install pyhive`                                                               | `presto://{username}:{password}@{hostname}:{port}/{database}`                                                                                                                                            |
+| [SAP Hana](/docs/configuration/databases#hana) | `pip install hdbcli sqlalchemy-hana` or `pip install apache_superset[hana]` | `hana://{username}:{password}@{host}:{port}` |
+| [SingleStore](/docs/configuration/databases#singlestore)                | `pip install sqlalchemy-singlestoredb`                                               | `singlestoredb://{username}:{password}@{host}:{port}/{database}`                                                                                     |
 | [StarRocks](/docs/configuration/databases#starrocks)                    | `pip install starrocks`                                                            | `starrocks://<User>:<Password>@<Host>:<Port>/<Catalog>.<Database>`                                                                                     |
 | [Snowflake](/docs/configuration/databases#snowflake)                    | `pip install snowflake-sqlalchemy`                                                 | `snowflake://{user}:{password}@{account}.{region}/{database}?role={role}&warehouse={warehouse}`                                                        |
 | SQLite                                                    | No additional library needed                                                       | `sqlite://path/to/file.db?check_same_thread=false`                                                                                                     |
-| [SQL Server](/docs/configuration/databases#sql-server)                  | `pip install pymssql`                                                              | `mssql+pymssql://`                                                                                                                                     |
+| [SQL Server](/docs/configuration/databases#sql-server)                  | `pip install pymssql`                                                              | `mssql+pymssql://<Username>:<Password>@<Host>:<Port-default:1433>/<Database Name>`                                                                                                                                     |
+| [TDengine](/docs/configuration/databases#tdengine)                      | `pip install taospy`  `pip install taos-ws-py`                                     | `taosws://<user>:<password>@<host>:<port>`                                                                                                             |
 | [Teradata](/docs/configuration/databases#teradata)                      | `pip install teradatasqlalchemy`                                                   | `teradatasql://{user}:{password}@{host}`                                                                                                               |
 | [TimescaleDB](/docs/configuration/databases#timescaledb)                | `pip install psycopg2`                                                             | `postgresql://<UserName>:<DBPassword>@<Database Host>:<Port>/<Database Name>`                                                                          |
 | [Trino](/docs/configuration/databases#trino)                            | `pip install trino`                                                                | `trino://{username}:{password}@{hostname}:{port}/{catalog}`                                                                                            |
 | [Vertica](/docs/configuration/databases#vertica)                        | `pip install sqlalchemy-vertica-python`                                            | `vertica+vertica_python://<UserName>:<DBPassword>@<Database Host>/<Database Name>`                                                                     |
 | [YDB](/docs/configuration/databases#ydb)                                | `pip install ydb-sqlalchemy`                                                       | `ydb://{host}:{port}/{database_name}`                                                                                                                  |
 | [YugabyteDB](/docs/configuration/databases#yugabytedb)                  | `pip install psycopg2`                                                             | `postgresql://<UserName>:<DBPassword>@<Database Host>/<Database Name>`                                                                                 |
+
 ---
 
 Note that many other databases are supported, the main criteria being the existence of a functional
@@ -184,7 +185,6 @@ purposes of isolating the problem.
 
 Repeat this process for each type of database you want Superset to connect to.
 
-
 ### Database-specific Instructions
 
 #### Ascend.io
@@ -210,14 +210,12 @@ You'll need the following setting values to form the connection string:
 - **Catalog**: Catalog Name
 - **Database**: Database Name
 
-
 Here's what the connection string looks like:
 
 ```
 doris://<User>:<Password>@<Host>:<Port>/<Catalog>.<Database>
 ```
 
-
 #### AWS Athena
 
 ##### PyAthenaJDBC
@@ -247,6 +245,7 @@ awsathena+rest://{aws_access_key_id}:{aws_secret_access_key}@athena.{region_name
 ```
 
 The PyAthena library also allows to assume a specific IAM role which you can define by adding following parameters in Superset's Athena database connection UI under ADVANCED --> Other --> ENGINE PARAMETERS.
+
 ```json
 {
     "connect_args": {
@@ -269,7 +268,6 @@ dynamodb://{aws_access_key_id}:{aws_secret_access_key}@dynamodb.{region_name}.am
 
 To get more documentation, please visit: [PyDynamoDB WIKI](https://github.com/passren/PyDynamoDB/wiki/5.-Superset).
 
-
 #### AWS Redshift
 
 The [sqlalchemy-redshift](https://pypi.org/project/sqlalchemy-redshift/) library is the recommended
@@ -285,7 +283,6 @@ You'll need to set the following values to form the connection string:
 - **Database Name**: Database Name
 - **Port**: default 5439
 
-
 ##### psycopg2
 
 Here's what the SQLALCHEMY URI looks like:
@@ -294,7 +291,6 @@ Here's what the SQLALCHEMY URI looks like:
 redshift+psycopg2://<userName>:<DBPassword>@<AWS End Point>:5439/<Database Name>
 ```
 
-
 ##### redshift_connector
 
 Here's what the SQLALCHEMY URI looks like:
@@ -303,8 +299,7 @@ Here's what the SQLALCHEMY URI looks like:
 redshift+redshift_connector://<userName>:<DBPassword>@<AWS End Point>:5439/<Database Name>
 ```
 
-
-###### Using IAM-based credentials with Redshift cluster:
+###### Using IAM-based credentials with Redshift cluster
 
 [Amazon redshift cluster](https://docs.aws.amazon.com/redshift/latest/mgmt/working-with-clusters.html) also supports generating temporary IAM-based database user credentials.
 
@@ -315,10 +310,10 @@ You have to define the following arguments in Superset's redshift database conne
 ```
 {"connect_args":{"iam":true,"database":"<database>","cluster_identifier":"<cluster_identifier>","db_user":"<db_user>"}}
 ```
+
 and SQLALCHEMY URI should be set to `redshift+redshift_connector://`
 
-
-###### Using IAM-based credentials with Redshift serverless:
+###### Using IAM-based credentials with Redshift serverless
 
 [Redshift serverless](https://docs.aws.amazon.com/redshift/latest/mgmt/serverless-whatis.html) supports connection using IAM roles.
 
@@ -330,8 +325,6 @@ You have to define the following arguments in Superset's redshift database conne
 {"connect_args":{"iam":true,"is_serverless":true,"serverless_acct_id":"<aws account number>","serverless_work_group":"<redshift work group>","database":"<database>","user":"IAMR:<superset iam role name>"}}
 ```
 
-
-
 #### ClickHouse
 
 To use ClickHouse with Superset, you will need to install the `clickhouse-connect` Python library:
@@ -364,8 +357,6 @@ uses the default user without a password (and doesn't encrypt the connection):
 clickhousedb://localhost/default
 ```
 
-
-
 #### CockroachDB
 
 The recommended connector library for CockroachDB is
@@ -377,13 +368,12 @@ The expected connection string is formatted as follows:
 cockroachdb://root@{hostname}:{port}/{database}?sslmode=disable
 ```
 
-
-
 #### Couchbase
 
 The Couchbase's Superset connection is designed to support two services: Couchbase Analytics and Couchbase Columnar.
 The recommended connector library for couchbase is
 [couchbase-sqlalchemy](https://github.com/couchbase/couchbase-sqlalchemy).
+
 ```
 pip install couchbase-sqlalchemy
 ```
@@ -394,22 +384,25 @@ The expected connection string is formatted as follows:
 couchbase://{username}:{password}@{hostname}:{port}?truststorepath={certificate path}?ssl={true/false}
 ```
 
-
 #### CrateDB
 
 The connector library for CrateDB is [sqlalchemy-cratedb].
 We recommend to add the following item to your `requirements.txt` file:
+
 ```
 sqlalchemy-cratedb>=0.40.1,<1
 ```
 
 An SQLAlchemy connection string for [CrateDB Self-Managed] on localhost,
 for evaluation purposes, looks like this:
+
 ```
 crate://crate@127.0.0.1:4200
 ```
+
 An SQLAlchemy connection string for connecting to [CrateDB Cloud] looks like
 this:
+
 ```
 crate://<username>:<password>@<clustername>.cratedb.net:4200/?ssl=true
 ```
@@ -417,6 +410,7 @@ crate://<username>:<password>@<clustername>.cratedb.net:4200/?ssl=true
 Follow the steps [here](/docs/configuration/databases#installing-database-drivers)
 to install the CrateDB connector package when setting up Superset locally using
 Docker Compose.
+
 ```
 echo "sqlalchemy-cratedb" >> ./docker/requirements-local.txt
 ```
@@ -425,7 +419,6 @@ echo "sqlalchemy-cratedb" >> ./docker/requirements-local.txt
 [CrateDB Self-Managed]: https://cratedb.com/product/self-managed
 [sqlalchemy-cratedb]: https://pypi.org/project/sqlalchemy-cratedb/
 
-
 #### Databend
 
 The recommended connector library for Databend is [databend-sqlalchemy](https://pypi.org/project/databend-sqlalchemy/).
@@ -443,7 +436,6 @@ Here's a connection string example of Superset connecting to a Databend database
 databend://user:password@localhost:8000/default?secure=false
 ```
 
-
 #### Databricks
 
 Databricks now offer a native DB API 2.0 driver, `databricks-sql-connector`, that can be used with the `sqlalchemy-databricks` dialect. You can install both with:
@@ -527,7 +519,6 @@ For a connection to a SQL endpoint you need to use the HTTP path from the endpoi
 {"connect_args": {"http_path": "/sql/1.0/endpoints/****", "driver_path": "/path/to/odbc/driver"}}
 ```
 
-
 #### Denodo
 
 The recommended connector library for Denodo is
@@ -539,7 +530,6 @@ The expected connection string is formatted as follows (default port is 9996):
 denodo://{username}:{password}@{hostname}:{port}/{database}
 ```
 
-
 #### Dremio
 
 The recommended connector library for Dremio is
@@ -560,7 +550,6 @@ dremio+flight://{username}:{password}@{host}:{port}/dremio
 This [blog post by Dremio](https://www.dremio.com/tutorials/dremio-apache-superset/) has some
 additional helpful instructions on connecting Superset to Dremio.
 
-
 #### Apache Drill
 
 ##### SQLAlchemy
@@ -602,8 +591,6 @@ We recommend reading the
 the [GitHub README](https://github.com/JohnOmernik/sqlalchemy-drill#usage-with-odbc) to learn how to
 work with Drill through ODBC.
 
-
-
 import useBaseUrl from "@docusaurus/useBaseUrl";
 
 #### Apache Druid
@@ -617,6 +604,7 @@ The connection string looks like:
 ```
 druid://<User>:<password>@<Host>:<Port-default-9088>/druid/v2/sql
 ```
+
 Here's a breakdown of the key components of this connection string:
 
 - `User`: username portion of the credentials needed to connect to your database
@@ -645,7 +633,7 @@ To disable SSL verification, add the following to the **Extras** field:
 ```
 engine_params:
 {"connect_args":
-	{"scheme": "https", "ssl_verify_cert": false}}
+ {"scheme": "https", "ssl_verify_cert": false}}
 ```
 
 ##### Aggregations
@@ -669,7 +657,6 @@ much like you would create an aggregation manually, but specify `postagg` as a `
 then have to provide a valid json post-aggregation definition (as specified in the Druid docs) in
 the JSON field.
 
-
 #### Elasticsearch
 
 The recommended connector library for Elasticsearch is
@@ -718,7 +705,7 @@ Then register your table with the alias name logstash_all
 By default, Superset uses UTC time zone for elasticsearch query. If you need to specify a time zone,
 please edit your Database and enter the settings of your specified time zone in the Other > ENGINE PARAMETERS:
 
-```
+```json
 {
     "connect_args": {
         "time_zone": "Asia/Shanghai"
@@ -740,8 +727,6 @@ To disable SSL verification, add the following to the **SQLALCHEMY URI** field:
 elasticsearch+https://{user}:{password}@{host}:9200/?verify_certs=False
 ```
 
-
-
 #### Exasol
 
 The recommended connector library for Exasol is
@@ -753,7 +738,6 @@ The connection string for Exasol looks like this:
 exa+pyodbc://{username}:{password}@{hostname}:{port}/my_schema?CONNECTIONLCALL=en_US.UTF-8&driver=EXAODBC
 ```
 
-
 #### Firebird
 
 The recommended connector library for Firebird is [sqlalchemy-firebird](https://pypi.org/project/sqlalchemy-firebird/).
@@ -771,7 +755,6 @@ Here's a connection string example of Superset connecting to a local Firebird da
 firebird+fdb://SYSDBA:masterkey@192.168.86.38:3050//Library/Frameworks/Firebird.framework/Versions/A/Resources/examples/empbuild/employee.fdb
 ```
 
-
 #### Firebolt
 
 The recommended connector library for Firebolt is [firebolt-sqlalchemy](https://pypi.org/project/firebolt-sqlalchemy/).
@@ -802,7 +785,7 @@ The recommended connector library for BigQuery is
 Follow the steps [here](/docs/configuration/databases#installing-drivers-in-docker-images) about how to
 install new database drivers when setting up Superset locally via docker compose.
 
-```
+```bash
 echo "sqlalchemy-bigquery" >> ./docker/requirements-local.txt
 ```
 
@@ -815,7 +798,7 @@ credentials file (as a JSON).
    appropriate BigQuery datasets, and download the JSON configuration file for the service account.
 2. In Superset, you can either upload that JSON or add the JSON blob in the following format (this should be the content of your credential JSON file):
 
-```
+```json
 {
         "type": "service_account",
         "project_id": "...",
@@ -843,7 +826,7 @@ credentials file (as a JSON).
    Go to the **Advanced** tab, Add a JSON blob to the **Secure Extra** field in the database configuration form with
    the following format:
 
-   ```
+   ```json
    {
    "credentials_info": <contents of credentials JSON file>
    }
@@ -851,7 +834,7 @@ credentials file (as a JSON).
 
    The resulting file should have this structure:
 
-   ```
+   ```json
    {
     "credentials_info": {
         "type": "service_account",
@@ -878,8 +861,6 @@ To be able to upload CSV or Excel files to BigQuery in Superset, you'll need to
 Currently, the Google BigQuery Python SDK is not compatible with `gevent`, due to some dynamic monkeypatching on python core library by `gevent`.
 So, when you deploy Superset with `gunicorn` server, you have to use worker type except `gevent`.
 
-
-
 #### Google Sheets
 
 Google Sheets has a very limited
@@ -890,7 +871,6 @@ There are a few steps involved in connecting Superset to Google Sheets. This
 [tutorial](https://preset.io/blog/2020-06-01-connect-superset-google-sheets/) has the most up to date
 instructions on setting up this connection.
 
-
 #### Hana
 
 The recommended connector library is [sqlalchemy-hana](https://github.com/SAP/sqlalchemy-hana).
@@ -901,7 +881,6 @@ The connection string is formatted as follows:
 hana://{username}:{password}@{host}:{port}
 ```
 
-
 #### Apache Hive
 
 The [pyhive](https://pypi.org/project/PyHive/) library is the recommended way to connect to Hive through SQLAlchemy.
@@ -912,7 +891,6 @@ The expected connection string is formatted as follows:
 hive://hive@{hostname}:{port}/{database}
 ```
 
-
 #### Hologres
 
 Hologres is a real-time interactive analytics service developed by Alibaba Cloud. It is fully compatible with PostgreSQL 11 and integrates seamlessly with the big data ecosystem.
@@ -931,7 +909,6 @@ The connection string looks like:
 postgresql+psycopg2://{username}:{password}@{host}:{port}/{database}
 ```
 
-
 #### IBM DB2
 
 The [IBM_DB_SA](https://github.com/ibmdb/python-ibmdbsa/tree/master/ibm_db_sa) library provides a
@@ -949,7 +926,6 @@ There are two DB2 dialect versions implemented in SQLAlchemy. If you are connect
 ibm_db_sa://{username}:{passport}@{hostname}:{port}/{database}
 ```
 
-
 #### Apache Impala
 
 The recommended connector library to Apache Impala is [impyla](https://github.com/cloudera/impyla).
@@ -960,7 +936,6 @@ The expected connection string is formatted as follows:
 impala://{hostname}:{port}/{database}
 ```
 
-
 #### Kusto
 
 The recommended connector library for Kusto is
@@ -981,7 +956,6 @@ kustokql+https://{cluster_url}/{database}?azure_ad_client_id={azure_ad_client_id
 Make sure the user has privileges to access and use all required
 databases/tables/views.
 
-
 #### Apache Kylin
 
 The recommended connector library for Apache Kylin is
@@ -993,10 +967,6 @@ The expected connection string is formatted as follows:
 kylin://<username>:<password>@<hostname>:<port>/<project>?<param1>=<value1>&<param2>=<value2>
 ```
 
-
-
-
-
 #### MySQL
 
 The recommended connector library for MySQL is [mysqlclient](https://pypi.org/project/mysqlclient/).
@@ -1021,7 +991,6 @@ One problem with `mysqlclient` is that it will fail to connect to newer MySQL da
 mysql+mysqlconnector://{username}:{password}@{host}/{database}
 ```
 
-
 #### IBM Netezza Performance Server
 
 The [nzalchemy](https://pypi.org/project/nzalchemy/) library provides a
@@ -1038,21 +1007,19 @@ netezza+nzpy://{username}:{password}@{hostname}:{port}/{database}
 The [sqlalchemy-oceanbase](https://pypi.org/project/oceanbase_py/) library is the recommended
 way to connect to OceanBase through SQLAlchemy.
 
-
 The connection string for OceanBase looks like this:
 
 ```
 oceanbase://<User>:<Password>@<Host>:<Port>/<Database>
 ```
 
-
 #### Ocient DB
 
 The recommended connector library for Ocient is [sqlalchemy-ocient](https://pypi.org/project/sqlalchemy-ocient).
 
 ##### Install the Ocient Driver
 
-```
+```bash
 pip install sqlalchemy-ocient
 ```
 
@@ -1093,7 +1060,7 @@ parseable://admin:admin@demo.parseable.com:443/ingress-nginx
 
 Note: The stream_name in the URI represents the Parseable logstream you want to query. You can use both HTTP (port 80) and HTTPS (port 443) connections.
 
-
+>>>>>>>
 #### Apache Pinot
 
 The recommended connector library for Apache Pinot is [pinotdb](https://pypi.org/project/pinotdb/).
@@ -1112,7 +1079,8 @@ pinot://<username>:<password>@<pinot-broker-host>:<pinot-broker-port>/query/sql?
 
 If you want to use explore view or joins, window functions, etc. then enable [multi-stage query engine](https://docs.pinot.apache.org/reference/multi-stage-engine).
 Add below argument while creating database connection in Advanced -> Other -> ENGINE PARAMETERS
-```
+
+```json
 {"connect_args":{"use_multistage_engine":"true"}}
 ```
 
@@ -1152,7 +1120,6 @@ More information about PostgreSQL connection options can be found in the
 and the
 [PostgreSQL docs](https://www.postgresql.org/docs/9.1/libpq-connect.html#LIBPQ-PQCONNECTDBPARAMS).
 
-
 #### Presto
 
 The [pyhive](https://pypi.org/project/PyHive/) library is the recommended way to connect to Presto through SQLAlchemy.
@@ -1178,7 +1145,7 @@ presto://datascientist:securepassword@presto.example.com:8080/hive
 By default Superset assumes the most recent version of Presto is being used when querying the
 datasource. If you’re using an older version of Presto, you can configure it in the extra parameter:
 
-```
+```json
 {
     "version": "0.123"
 }
@@ -1186,7 +1153,7 @@ datasource. If you’re using an older version of Presto, you can configure it i
 
 SSL Secure extra add json config to extra connection information.
 
-```
+```json
    {
      "connect_args":
     {"protocol": "https",
@@ -1195,8 +1162,6 @@ SSL Secure extra add json config to extra connection information.
 }
 ```
 
-
-
 #### RisingWave
 
 The recommended connector library for RisingWave is
@@ -1208,27 +1173,6 @@ The expected connection string is formatted as follows:
 risingwave://root@{hostname}:{port}/{database}?sslmode=disable
 ```
 
-
-#### Rockset
-
-The connection string for Rockset is:
-
-```
-rockset://{api key}:@{api server}
-```
-
-Get your API key from the [Rockset console](https://console.rockset.com/apikeys).
-Find your API server from the [API reference](https://rockset.com/docs/rest-api/#introduction). Omit the `https://` portion of the URL.
-
-To target to a specific virtual instance, use this URI format:
-
-```
-rockset://{api key}:@{api server}/{VI ID}
-```
-
-For more complete instructions, we recommend the [Rockset documentation](https://docs.rockset.com/apache-superset/).
-
-
 #### Snowflake
 
 ##### Install Snowflake Driver
@@ -1236,7 +1180,7 @@ For more complete instructions, we recommend the [Rockset documentation](https:/
 Follow the steps [here](/docs/configuration/databases#installing-database-drivers) about how to
 install new database drivers when setting up Superset locally via docker compose.
 
-```
+```bash
 echo "snowflake-sqlalchemy" >> ./docker/requirements-local.txt
 ```
 
@@ -1269,7 +1213,7 @@ To connect Snowflake with Key Pair Authentication, you need to add the following
 
 ***Please note that you need to merge multi-line private key content to one line and insert `\n` between each line***
 
-```
+```json
 {
      "auth_method": "keypair",
      "auth_params": {
@@ -1281,7 +1225,7 @@ To connect Snowflake with Key Pair Authentication, you need to add the following
 
 If your private key is stored on server, you can replace "privatekey_body" with “privatekey_path” in parameter.
 
-```
+```json
 {
     "auth_method": "keypair",
     "auth_params": {
@@ -1302,7 +1246,6 @@ The connection string for Solr looks like this:
 solr://{username}:{password}@{host}:{port}/{server_path}/{collection}[/?use_ssl=true|false]
 ```
 
-
 #### Apache Spark SQL
 
 The recommended connector library for Apache Spark SQL [pyhive](https://pypi.org/project/PyHive/).
@@ -1320,16 +1263,34 @@ The recommended connector library for SQL Server is [pymssql](https://github.com
 The connection string for SQL Server looks like this:
 
 ```
-mssql+pymssql://<Username>:<Password>@<Host>:<Port-default:1433>/<Database Name>/?Encrypt=yes
+mssql+pymssql://<Username>:<Password>@<Host>:<Port-default:1433>/<Database Name>
 ```
 
 It is also possible to connect using [pyodbc](https://pypi.org/project/pyodbc) with the parameter [odbc_connect](https://docs.sqlalchemy.org/en/14/dialects/mssql.html#pass-through-exact-pyodbc-string)
 
 The connection string for SQL Server looks like this:
+
 ```
 mssql+pyodbc:///?odbc_connect=Driver%3D%7BODBC+Driver+17+for+SQL+Server%7D%3BServer%3Dtcp%3A%3Cmy_server%3E%2C1433%3BDatabase%3Dmy_database%3BUid%3Dmy_user_name%3BPwd%3Dmy_password%3BEncrypt%3Dyes%3BConnection+Timeout%3D30
 ```
 
+:::note
+You might have noticed that some special charecters are used in the above connection string. For example see the `odbc_connect` parameter. The value is `Driver%3D%7BODBC+Driver+17+for+SQL+Server%7D%3B` which is a URL-encoded form of `Driver={ODBC+Driver+17+for+SQL+Server};`. It's important to give the connection string is URL encoded.
+
+For more information about this check the [sqlalchemy documentation](https://docs.sqlalchemy.org/en/20/core/engines.html#escaping-special-characters-such-as-signs-in-passwords). Which says `When constructing a fully formed URL string to pass to create_engine(), special characters such as those that may be used in the user and password need to be URL encoded to be parsed correctly. This includes the @ sign.`
+:::
+
+#### SingleStore
+
+The recommended connector library for SingleStore is
+[sqlalchemy-singlestoredb](https://github.com/singlestore-labs/sqlalchemy-singlestoredb).
+
+The expected connection string is formatted as follows:
+
+```
+singlestoredb://{username}:{password}@{host}:{port}/{database}
+```
+
 #### StarRocks
 
 The [sqlalchemy-starrocks](https://pypi.org/project/starrocks/) library is the recommended
@@ -1354,6 +1315,24 @@ starrocks://<User>:<Password>@<Host>:<Port>/<Catalog>.<Database>
 StarRocks maintains their Superset docuementation [here](https://docs.starrocks.io/docs/integrations/BI_integrations/Superset/).
 :::
 
+#### TDengine
+
+[TDengine](https://www.tdengine.com) is a High-Performance, Scalable Time-Series Database for Industrial IoT and provides SQL-like query interface.
+
+The recommended connector library for TDengine is [taospy](https://pypi.org/project/taospy/) and [taos-ws-py](https://pypi.org/project/taos-ws-py/)
+
+The expected connection string is formatted as follows:
+
+```
+taosws://<user>:<password>@<host>:<port>
+```
+
+For example:
+
+```
+taosws://root:taosdata@127.0.0.1:6041
+```
+
 #### Teradata
 
 The recommended connector library is
@@ -1375,7 +1354,7 @@ here: https://downloads.teradata.com/download/connectivity/odbc-driver/linux
 
 Here are the required environment variables:
 
-```
+```bash
 export ODBCINI=/.../teradata/client/ODBC_64/odbc.ini
 export ODBCINST=/.../teradata/client/ODBC_64/odbcinst.ini
 ```
@@ -1384,8 +1363,8 @@ We recommend using the first library because of the
  lack of requirement around ODBC drivers and
  because it's more regularly updated.
 
-
 #### TimescaleDB
+
 [TimescaleDB](https://www.timescale.com) is the open-source relational database for time-series and analytics to build powerful data-intensive applications.
 TimescaleDB is a PostgreSQL extension, and you can use the standard PostgreSQL connector library, [psycopg2](https://www.psycopg.org/docs/), to connect to the database.
 
@@ -1417,31 +1396,38 @@ postgresql://{username}:{password}@{host}:{port}/{database name}?sslmode=require
 
 [Learn more about TimescaleDB!](https://docs.timescale.com/)
 
-
 #### Trino
 
 Supported trino version 352 and higher
 
 ##### Connection String
+
 The connection string format is as follows:
+
 ```
 trino://{username}:{password}@{hostname}:{port}/{catalog}
 ```
 
 If you are running Trino with docker on local machine, please use the following connection URL
+
 ```
 trino://trino@host.docker.internal:8080
 ```
 
 ##### Authentications
+
 ###### 1. Basic Authentication
+
 You can provide `username`/`password` in the connection string or in the `Secure Extra` field at `Advanced / Security`
-* In Connection String
+
+- In Connection String
+
     ```
     trino://{username}:{password}@{hostname}:{port}/{catalog}
     ```
 
-* In `Secure Extra` field
+- In `Secure Extra` field
+
     ```json
     {
         "auth_method": "basic",
@@ -1455,7 +1441,9 @@ You can provide `username`/`password` in the connection string or in the `Secure
 NOTE: if both are provided, `Secure Extra` always takes higher priority.
 
 ###### 2. Kerberos Authentication
+
 In `Secure Extra` field, config as following example:
+
 ```json
 {
     "auth_method": "kerberos",
@@ -1472,7 +1460,9 @@ All fields in `auth_params` are passed directly to the [`KerberosAuthentication`
 NOTE: Kerberos authentication requires installing the [`trino-python-client`](https://github.com/trinodb/trino-python-client) locally with either the `all` or `kerberos` optional features, i.e., installing `trino[all]` or `trino[kerberos]` respectively.
 
 ###### 3. Certificate Authentication
+
 In `Secure Extra` field, config as following example:
+
 ```json
 {
     "auth_method": "certificate",
@@ -1486,7 +1476,9 @@ In `Secure Extra` field, config as following example:
 All fields in `auth_params` are passed directly to the [`CertificateAuthentication`](https://github.com/trinodb/trino-python-client/blob/0.315.0/trino/auth.py#L416) class.
 
 ###### 4. JWT Authentication
+
 Config `auth_method` and provide token in `Secure Extra` field
+
 ```json
 {
     "auth_method": "jwt",
@@ -1497,8 +1489,10 @@ Config `auth_method` and provide token in `Secure Extra` field
 ```
 
 ###### 5. Custom Authentication
+
 To use custom authentication, first you need to add it into
 `ALLOWED_EXTRA_AUTHENTICATIONS` allow list in Superset config file:
+
 ```python
 from your.module import AuthClass
 from another.extra import auth_method
@@ -1512,6 +1506,7 @@ ALLOWED_EXTRA_AUTHENTICATIONS: Dict[str, Dict[str, Callable[..., Any]]] = {
 ```
 
 Then in `Secure Extra` field:
+
 ```json
 {
     "auth_method": "custom_auth",
@@ -1527,8 +1522,8 @@ or factory function (which returns an `Authentication` instance) to `auth_method
 All fields in `auth_params` are passed directly to your class/function.
 
 **Reference**:
-* [Trino-Superset-Podcast](https://trino.io/episodes/12.html)
 
+- [Trino-Superset-Podcast](https://trino.io/episodes/12.html)
 
 #### Vertica
 
@@ -1555,8 +1550,6 @@ Other parameters:
 
 - Load Balancer - Backup Host
 
-
-
 #### YDB
 
 The recommended connector library for [YDB](https://ydb.tech/) is
@@ -1571,6 +1564,7 @@ ydb://{host}:{port}/{database_name}
 ```
 
 ##### Protocol
+
 You can specify `protocol` in the `Secure Extra` field at `Advanced / Security`:
 
 ```
@@ -1581,9 +1575,10 @@ You can specify `protocol` in the `Secure Extra` field at `Advanced / Security`:
 
 Default is `grpc`.
 
-
 ##### Authentication Methods
+
 ###### Static Credentials
+
 To use `Static Credentials` you should provide `username`/`password` in the `Secure Extra` field at `Advanced / Security`:
 
 ```
@@ -1595,8 +1590,8 @@ To use `Static Credentials` you should provide `username`/`password` in the `Sec
 }
 ```
 
-
 ###### Access Token Credentials
+
 To use `Access Token Credentials` you should provide `token` in the `Secure Extra` field at `Advanced / Security`:
 
 ```
@@ -1607,8 +1602,8 @@ To use `Access Token Credentials` you should provide `token` in the `Secure Extr
 }
 ```
 
-
 ##### Service Account Credentials
+
 To use Service Account Credentials, you should provide `service_account_json` in the `Secure Extra` field at `Advanced / Security`:
 
 ```
@@ -1626,8 +1621,6 @@ To use Service Account Credentials, you should provide `service_account_json` in
 }
 ```
 
-
-
 #### YugabyteDB
 
 [YugabyteDB](https://www.yugabyte.com/) is a distributed SQL database built on top of PostgreSQL.
@@ -1642,8 +1635,6 @@ The connection string looks like:
 postgresql://{username}:{password}@{host}:{port}/{database}
 ```
 
-
-
 ## Connecting through the UI
 
 Here is the documentation on how to leverage the new DB Connection UI. This will provide admins the ability to enhance the UX for users who want to connect to new databases.
@@ -1716,9 +1707,6 @@ For databases like MySQL and Postgres that use the standard format of `engine+dr
 
 For other databases you need to implement these methods yourself. The BigQuery DB engine spec is a good example of how to do that.
 
-
-
-
 ### Extra Database Settings
 
 ##### Deeper SQLAlchemy Integration
@@ -1782,9 +1770,7 @@ You can use the `Extra` field in the **Edit Databases** form to configure SSL:
 }
 ```
 
-
-
-## Misc.
+## Misc
 
 ### Querying across databases
 

docs/docs/configuration/event-logging.mdx

@@ -51,6 +51,7 @@ if desired. Most endpoints hit are logged as
 well as key events like query start and end in SQL Lab.
 
 To setup StatsD logging, it’s a matter of configuring the logger in your `superset_config.py`.
+If not already present, you need to ensure that the `statsd`-package is installed in Superset's python environment.
 
 ```python
 from superset.stats_logger import StatsdStatsLogger

docs/docs/configuration/importing-exporting-datasources.mdx

@@ -10,7 +10,7 @@ version: 1
 The superset cli allows you to import and export datasources from and to YAML. Datasources include
 databases. The data is expected to be organized in the following hierarchy:
 
-```
+```text
 ├──databases
 |  ├──database_1
 |  |  ├──table_1
@@ -30,13 +30,13 @@ databases. The data is expected to be organized in the following hierarchy:
 
 You can print your current datasources to stdout by running:
 
-```
+```bash
 superset export_datasources
 ```
 
 To save your datasources to a ZIP file run:
 
-```
+```bash
 superset export_datasources -f <filename>
 ```
 
@@ -55,7 +55,7 @@ Alternatively, you can export datasources using the UI:
 
 In order to obtain an **exhaustive list of all fields** you can import using the YAML import run:
 
-```
+```bash
 superset export_datasource_schema
 ```
 
@@ -65,13 +65,13 @@ As a reminder, you can use the `-b` flag to include back references.
 
 In order to import datasources from a ZIP file, run:
 
-```
+```bash
 superset import_datasources -p <path / filename>
 ```
 
 The optional username flag **-u** sets the user used for the datasource import. The default is 'admin'. Example:
 
-```
+```bash
 superset import_datasources -p <path / filename> -u 'admin'
 ```
 
@@ -81,7 +81,7 @@ superset import_datasources -p <path / filename> -u 'admin'
 
 When using Superset version 4.x.x to import from an older version (2.x.x or 3.x.x) importing is supported as the command `legacy_import_datasources` and expects a JSON or directory of JSONs. The options are `-r` for recursive and `-u` for specifying a user. Example of legacy import without options:
 
-```
+```bash
 superset legacy_import_datasources -p <path or filename>
 ```
 
@@ -89,21 +89,21 @@ superset legacy_import_datasources -p <path or filename>
 
 When using an older Superset version (2.x.x & 3.x.x) of Superset, the command is `import_datasources`. ZIP and YAML files are supported and to switch between them the feature flag `VERSIONED_EXPORT` is used. When `VERSIONED_EXPORT` is `True`, `import_datasources` expects a ZIP file, otherwise YAML. Example:
 
-```
+```bash
 superset import_datasources -p <path or filename>
 ```
 
 When `VERSIONED_EXPORT` is `False`, if you supply a path all files ending with **yaml** or **yml** will be parsed. You can apply
 additional flags (e.g. to search the supplied path recursively):
 
-```
+```bash
 superset import_datasources -p <path> -r
 ```
 
 The sync flag **-s** takes parameters in order to sync the supplied elements with your file. Be
 careful this can delete the contents of your meta database. Example:
 
-```
+```bash
 superset import_datasources -p <path / filename> -s columns,metrics
 ```
 
@@ -115,7 +115,7 @@ If you don’t supply the sync flag (**-s**) importing will only add and update
 E.g. you can add a verbose_name to the column ds in the table random_time_series from the example
 datasets by saving the following YAML to file and then running the **import_datasources** command.
 
-```
+```yaml
 databases:
 - database_name: main
   tables: