temporiraly set up matrixify flag

Fix test_or_operator to use proper Rison syntax for OR operations:

- Changed: (OR:!(status:active,priority:high))
- To: (OR:!((status:active),(priority:high)))

The Python prison library expects OR operations to contain an array of
properly formed objects, where each condition is wrapped in parentheses.

This matches the backend parser expectation in _handle_or_operator which
iterates over a list of dict objects to build SQL expressions.

🤖 Generated with [Claude Code](https://claude.ai/code)

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

.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.

.devcontainer/Dockerfile

@@ -0,0 +1,20 @@
+# Keep this in sync with the base image in the main Dockerfile (ARG PY_VER)
+FROM python:3.11.13-trixie AS base
+
+# Install system dependencies that Superset needs
+# This layer will be cached across Codespace sessions
+RUN apt-get update && apt-get install -y \
+    libsasl2-dev \
+    libldap2-dev \
+    libpq-dev \
+    tmux \
+    gh \
+    && rm -rf /var/lib/apt/lists/*
+
+# Install uv for fast Python package management
+# This will also be cached in the image
+RUN curl -LsSf https://astral.sh/uv/install.sh | sh && \
+    echo 'export PATH="/root/.cargo/bin:$PATH"' >> /etc/bash.bashrc
+
+# Set the cargo/bin directory in PATH for all users
+ENV PATH="/root/.cargo/bin:${PATH}"

.devcontainer/README.md

@@ -0,0 +1,16 @@
+# Superset Development with GitHub Codespaces
+
+For complete documentation on using GitHub Codespaces with Apache Superset, please see:
+
+**[Setting up a Development Environment - GitHub Codespaces](https://superset.apache.org/docs/contributing/development#github-codespaces-cloud-development)**
+
+## Pre-installed Development Environment
+
+When you create a new Codespace from this repository, it automatically:
+
+1. **Creates a Python virtual environment** using `uv venv`
+2. **Installs all development dependencies** via `uv pip install -r requirements/development.txt`
+3. **Sets up pre-commit hooks** with `pre-commit install`
+4. **Activates the virtual environment** automatically in all terminals
+
+The virtual environment is located at `/workspaces/{repository-name}/.venv` and is automatically activated through environment variables set in the devcontainer configuration.

.devcontainer/bashrc-additions

@@ -0,0 +1,62 @@
+# Superset Codespaces environment setup
+# This file is appended to ~/.bashrc during Codespace setup
+
+# Find the workspace directory (handles both 'superset' and 'superset-2' names)
+WORKSPACE_DIR=$(find /workspaces -maxdepth 1 -name "superset*" -type d | head -1)
+
+if [ -n "$WORKSPACE_DIR" ]; then
+    # Check if virtual environment exists
+    if [ -d "$WORKSPACE_DIR/.venv" ]; then
+        # Activate the virtual environment
+        source "$WORKSPACE_DIR/.venv/bin/activate"
+        echo "✅ Python virtual environment activated"
+
+        # Verify pre-commit is installed and set up
+        if command -v pre-commit &> /dev/null; then
+            echo "✅ pre-commit is available ($(pre-commit --version))"
+            # Install git hooks if not already installed
+            if [ -d "$WORKSPACE_DIR/.git" ] && [ ! -f "$WORKSPACE_DIR/.git/hooks/pre-commit" ]; then
+                echo "🪝 Installing pre-commit hooks..."
+                cd "$WORKSPACE_DIR" && pre-commit install
+            fi
+        else
+            echo "⚠️  pre-commit not found. Run: pip install pre-commit"
+        fi
+    else
+        echo "⚠️  Python virtual environment not found at $WORKSPACE_DIR/.venv"
+        echo "   Run: cd $WORKSPACE_DIR && .devcontainer/setup-dev.sh"
+    fi
+
+    # Always cd to the workspace directory for convenience
+    cd "$WORKSPACE_DIR"
+fi
+
+# Add helpful aliases for Superset development
+alias start-superset="$WORKSPACE_DIR/.devcontainer/start-superset.sh"
+alias setup-dev="$WORKSPACE_DIR/.devcontainer/setup-dev.sh"
+
+# Show helpful message on login
+echo ""
+echo "🚀 Superset Codespaces Environment"
+echo "=================================="
+
+# Check if Superset is running
+if docker ps 2>/dev/null | grep -q "superset"; then
+    echo "✅ Superset is running!"
+    echo "   - Check the 'Ports' tab for your live Superset URL"
+    echo "   - Initial startup takes 10-20 minutes"
+    echo "   - Login: admin/admin"
+else
+    echo "⚠️  Superset is not running. Use: start-superset"
+    # Check if there's a startup log
+    if [ -f "/tmp/superset-startup.log" ]; then
+        echo "   📋 Startup log found: cat /tmp/superset-startup.log"
+    fi
+fi
+
+echo ""
+echo "Quick commands:"
+echo "  start-superset - Start Superset with Docker Compose"
+echo "  setup-dev      - Set up Python environment (if not already done)"
+echo "  pre-commit run - Run pre-commit checks on staged files"
+echo ""

.devcontainer/build-and-push-image.sh

@@ -0,0 +1,20 @@
+#!/bin/bash
+# Script to build and push the devcontainer image to GitHub Container Registry
+# This allows caching the image between Codespace sessions
+
+# You'll need to run this with appropriate GitHub permissions
+# gh auth login --scopes write:packages
+
+REGISTRY="ghcr.io"
+OWNER="apache"
+REPO="superset"
+TAG="devcontainer-base"
+
+echo "Building devcontainer image..."
+docker build -t $REGISTRY/$OWNER/$REPO:$TAG .devcontainer/
+
+echo "Pushing to GitHub Container Registry..."
+docker push $REGISTRY/$OWNER/$REPO:$TAG
+
+echo "Done! Update .devcontainer/devcontainer.json to use:"
+echo "  \"image\": \"$REGISTRY/$OWNER/$REPO:$TAG\""

.devcontainer/devcontainer.json

@@ -0,0 +1,66 @@
+{
+  "name": "Apache Superset Development",
+  // Option 1: Use pre-built image directly
+  // "image": "ghcr.io/apache/superset:devcontainer-base",
+
+  // Option 2: Build from Dockerfile with cache (current approach)
+  "build": {
+    "dockerfile": "Dockerfile",
+    "context": ".",
+    // Cache from the Apache registry image
+    "cacheFrom": ["ghcr.io/apache/superset:devcontainer-base"]
+  },
+
+  "features": {
+    "ghcr.io/devcontainers/features/docker-in-docker:2": {
+      "moby": true,
+      "dockerDashComposeVersion": "v2"
+    },
+    "ghcr.io/devcontainers/features/node:1": {
+      "version": "20"
+    },
+    "ghcr.io/devcontainers/features/git:1": {},
+    "ghcr.io/devcontainers/features/common-utils:2": {
+      "configureZshAsDefaultShell": true
+    },
+    "ghcr.io/devcontainers/features/sshd:1": {
+      "version": "latest"
+    }
+  },
+
+  // Forward ports for development
+  "forwardPorts": [9001],
+  "portsAttributes": {
+    "9001": {
+      "label": "Superset (via Webpack Dev Server)",
+      "onAutoForward": "notify",
+      "visibility": "public"
+    }
+  },
+
+  // Run commands after container is created
+  "postCreateCommand": "bash .devcontainer/setup-dev.sh || echo '⚠️ Setup had issues - run .devcontainer/setup-dev.sh manually'",
+
+  // Auto-start Superset after ensuring Docker is ready
+  // Run in foreground to see any errors, but don't block on failures
+  "postStartCommand": "bash -c 'echo \"Waiting 30s for services to initialize...\"; sleep 30; .devcontainer/start-superset.sh || echo \"⚠️ Auto-start failed - run start-superset manually\"'",
+
+  // Set environment variables
+  "remoteEnv": {
+    // Removed automatic venv activation to prevent startup issues
+    // The setup script will handle this
+  },
+
+  // VS Code customizations
+  "customizations": {
+    "vscode": {
+      "extensions": [
+        "ms-python.python",
+        "ms-python.vscode-pylance",
+        "charliermarsh.ruff",
+        "dbaeumer.vscode-eslint",
+        "esbenp.prettier-vscode"
+      ]
+    }
+  }
+}

.devcontainer/setup-dev.sh

@@ -0,0 +1,78 @@
+#!/bin/bash
+# Setup script for Superset Codespaces development environment
+
+echo "🔧 Setting up Superset development environment..."
+
+# System dependencies and uv are now pre-installed in the Docker image
+# This speeds up Codespace creation significantly!
+
+# Create virtual environment using uv
+echo "🐍 Creating Python virtual environment..."
+if ! uv venv; then
+    echo "❌ Failed to create virtual environment"
+    exit 1
+fi
+
+# Install Python dependencies
+echo "📦 Installing Python dependencies..."
+if ! uv pip install -r requirements/development.txt; then
+    echo "❌ Failed to install Python dependencies"
+    echo "💡 You may need to run this manually after the Codespace starts"
+    exit 1
+fi
+
+# Install pre-commit hooks
+echo "🪝 Installing pre-commit hooks..."
+if source .venv/bin/activate && pre-commit install; then
+    echo "✅ Pre-commit hooks installed"
+else
+    echo "⚠️  Pre-commit hooks installation failed (non-critical)"
+fi
+
+# Install Claude Code CLI via npm
+echo "🤖 Installing Claude Code..."
+if npm install -g @anthropic-ai/claude-code; then
+    echo "✅ Claude Code installed"
+else
+    echo "⚠️  Claude Code installation failed (non-critical)"
+fi
+
+# Make the start script executable
+chmod +x .devcontainer/start-superset.sh
+
+# Add bashrc additions for automatic venv activation
+echo "🔧 Setting up automatic environment activation..."
+if [ -f ~/.bashrc ]; then
+    # Check if we've already added our additions
+    if ! grep -q "Superset Codespaces environment setup" ~/.bashrc; then
+        echo "" >> ~/.bashrc
+        cat .devcontainer/bashrc-additions >> ~/.bashrc
+        echo "✅ Added automatic venv activation to ~/.bashrc"
+    else
+        echo "✅ Bashrc additions already present"
+    fi
+else
+    # Create bashrc if it doesn't exist
+    cat .devcontainer/bashrc-additions > ~/.bashrc
+    echo "✅ Created ~/.bashrc with automatic venv activation"
+fi
+
+# Also add to zshrc since that's the default shell
+if [ -f ~/.zshrc ] || [ -n "$ZSH_VERSION" ]; then
+    if ! grep -q "Superset Codespaces environment setup" ~/.zshrc; then
+        echo "" >> ~/.zshrc
+        cat .devcontainer/bashrc-additions >> ~/.zshrc
+        echo "✅ Added automatic venv activation to ~/.zshrc"
+    fi
+fi
+
+echo "✅ Development environment setup complete!"
+echo ""
+echo "📝 The virtual environment will be automatically activated in new terminals"
+echo ""
+echo "🔄 To activate in this terminal, run:"
+echo "   source ~/.bashrc"
+echo ""
+echo "🚀 To start Superset:"
+echo "   start-superset"
+echo ""

.devcontainer/start-superset.sh

@@ -0,0 +1,108 @@
+#!/bin/bash
+# Startup script for Superset in Codespaces
+
+# Log to a file for debugging
+LOG_FILE="/tmp/superset-startup.log"
+echo "[$(date)] Starting Superset startup script" >> "$LOG_FILE"
+echo "[$(date)] User: $(whoami), PWD: $(pwd)" >> "$LOG_FILE"
+
+echo "🚀 Starting Superset in Codespaces..."
+echo "🌐 Frontend will be available at port 9001"
+
+# Find the workspace directory (Codespaces clones as 'superset', not 'superset-2')
+WORKSPACE_DIR=$(find /workspaces -maxdepth 1 -name "superset*" -type d | head -1)
+if [ -n "$WORKSPACE_DIR" ]; then
+    cd "$WORKSPACE_DIR"
+    echo "📁 Working in: $WORKSPACE_DIR"
+else
+    echo "📁 Using current directory: $(pwd)"
+fi
+
+# Wait for Docker to be available
+echo "⏳ Waiting for Docker to start..."
+echo "[$(date)] Waiting for Docker..." >> "$LOG_FILE"
+max_attempts=30
+attempt=0
+while ! docker info > /dev/null 2>&1; do
+    if [ $attempt -eq $max_attempts ]; then
+        echo "❌ Docker failed to start after $max_attempts attempts"
+        echo "[$(date)] Docker failed to start after $max_attempts attempts" >> "$LOG_FILE"
+        echo "🔄 Please restart the Codespace or run this script manually later"
+        exit 1
+    fi
+    echo "   Attempt $((attempt + 1))/$max_attempts..."
+    echo "[$(date)] Docker check attempt $((attempt + 1))/$max_attempts" >> "$LOG_FILE"
+    sleep 2
+    attempt=$((attempt + 1))
+done
+echo "✅ Docker is ready!"
+echo "[$(date)] Docker is ready" >> "$LOG_FILE"
+
+# Check if Superset containers are already running
+if docker ps | grep -q "superset"; then
+    echo "✅ Superset containers are already running!"
+    echo ""
+    echo "🌐 To access Superset:"
+    echo "   1. Click the 'Ports' tab at the bottom of VS Code"
+    echo "   2. Find port 9001 and click the globe icon to open"
+    echo "   3. Wait 10-20 minutes for initial startup"
+    echo ""
+    echo "📝 Login credentials: admin/admin"
+    exit 0
+fi
+
+# Clean up any existing containers
+echo "🧹 Cleaning up existing containers..."
+docker-compose -f docker-compose-light.yml down
+
+# Start services
+echo "🏗️  Starting Superset in background (daemon mode)..."
+echo ""
+
+# Start in detached mode
+docker-compose -f docker-compose-light.yml up -d
+
+echo ""
+echo "✅ Docker Compose started successfully!"
+echo ""
+echo "📋 Important information:"
+echo "━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━"
+echo "⏱️  Initial startup takes 10-20 minutes"
+echo "🌐 Check the 'Ports' tab for your Superset URL (port 9001)"
+echo "👤 Login: admin / admin"
+echo ""
+echo "📊 Useful commands:"
+echo "   docker-compose -f docker-compose-light.yml logs -f    # Follow logs"
+echo "   docker-compose -f docker-compose-light.yml ps         # Check status"
+echo "   docker-compose -f docker-compose-light.yml down       # Stop services"
+echo "━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━"
+echo ""
+echo "💤 Keeping terminal open for 60 seconds to test persistence..."
+sleep 60
+echo "✅ Test complete - check if this terminal is still visible!"
+
+# Show final status
+docker-compose -f docker-compose-light.yml ps
+EXIT_CODE=$?
+
+# If it failed, provide helpful instructions
+if [ $EXIT_CODE -ne 0 ] && [ $EXIT_CODE -ne 130 ]; then  # 130 is Ctrl+C
+    echo ""
+    echo "❌ Superset startup failed (exit code: $EXIT_CODE)"
+    echo ""
+    echo "🔄 To restart Superset, run:"
+    echo "   .devcontainer/start-superset.sh"
+    echo ""
+    echo "🔧 For troubleshooting:"
+    echo "   # View logs:"
+    echo "   docker-compose -f docker-compose-light.yml logs"
+    echo ""
+    echo "   # Clean restart (removes volumes):"
+    echo "   docker-compose -f docker-compose-light.yml down -v"
+    echo "   .devcontainer/start-superset.sh"
+    echo ""
+    echo "   # Common issues:"
+    echo "   - Network timeouts: Just retry, often transient"
+    echo "   - Port conflicts: Check 'docker ps'"
+    echo "   - Database issues: Try clean restart with -v"
+fi

.gitattributes

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

.github/CODEOWNERS

@@ -2,7 +2,7 @@
 
 # https://github.com/apache/superset/issues/13351
 
-/superset/migrations/ @mistercrunch @michael-s-molina @betodealmeida @eschutho
+/superset/migrations/ @mistercrunch @michael-s-molina @betodealmeida @eschutho @sadpandajoe
 
 # Notify some committers of changes in the components
 
@@ -30,3 +30,13 @@
 
 **/*.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-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
-        - "4.1.2"
-        - "4.0.2"
+        - "5.0.0"
+        - "4.1.3"
     validations:
       required: true
   - type: dropdown

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

@@ -1,24 +1,27 @@
-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-cli:
+    description: Whether superset-cli package-related files were changed
+    value: ${{ steps.change-detector.outputs.superset-cli }}
 runs:
-  using: 'composite'
+  using: composite
   steps:
     - name: Detect file changes
       id: change-detector

.github/copilot-instructions.md

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

.github/dependabot.yml

@@ -12,6 +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"
@@ -27,6 +31,8 @@ updates:
   - package-ecosystem: "uv"
     directory: "requirements/"
     open-pull-requests-limit: 10
+    schedule:
+      interval: "weekly"
     labels:
       - uv
       - dependabot

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

@@ -24,6 +24,12 @@ jobs:
           submodules: recursive
           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
         uses: ./.github/actions/setup-backend/
@@ -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/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/dependency-review.yml

@@ -48,6 +48,8 @@ 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"

.github/workflows/docker.yml

@@ -102,7 +102,7 @@ jobs:
           docker history $IMAGE_TAG
 
       - name: docker-compose sanity check
-        if: (steps.check.outputs.python || steps.check.outputs.frontend || steps.check.outputs.docker) && (matrix.build_preset == 'dev' || matrix.build_preset == 'lean')
+        if: (steps.check.outputs.python || steps.check.outputs.frontend || steps.check.outputs.docker) && matrix.build_preset == 'dev'
         shell: bash
         run: |
           export SUPERSET_BUILD_TARGET=${{ matrix.build_preset }}
@@ -111,6 +111,9 @@ 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 }} )"

.github/workflows/pre-commit.yml

@@ -18,7 +18,7 @@ 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@v4
@@ -53,6 +53,14 @@ jobs:
           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

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

@@ -0,0 +1,67 @@
+name: Superset App CLI 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-load-examples:
+    runs-on: ubuntu-24.04
+    env:
+      PYTHONPATH: ${{ github.workspace }}
+      SUPERSET_CONFIG: tests.integration_tests.superset_test_config
+      REDIS_PORT: 16379
+      SUPERSET__SQLALCHEMY_DATABASE_URI: postgresql+psycopg2://superset:superset@127.0.0.1:15432/superset
+    services:
+      postgres:
+        image: postgres:16-alpine
+        env:
+          POSTGRES_USER: superset
+          POSTGRES_PASSWORD: superset
+        ports:
+          # Use custom ports for services to avoid accidentally connecting to
+          # GitHub action runner's default installations
+          - 15432:5432
+      redis:
+        image: redis:7-alpine
+        ports:
+          - 16379:6379
+    steps:
+      - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
+        uses: actions/checkout@v4
+        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.python
+        uses: ./.github/actions/setup-backend/
+      - name: Setup Postgres
+        if: steps.check.outputs.python
+        uses: ./.github/actions/cached-dependencies
+        with:
+          run: setup-postgres
+      - name: superset init
+        if: steps.check.outputs.python
+        run: |
+          pip install -e .
+          superset db upgrade
+          superset load_test_users
+      - name: superset load_examples
+        if: steps.check.outputs.python
+        run: |
+          # load examples without test data
+          superset load_examples --load-big-data

.github/workflows/superset-cli.yml

@@ -1,4 +1,4 @@
-name: Superset CLI tests
+name: Superset CLI Package Tests
 
 on:
   push:
@@ -14,54 +14,51 @@ concurrency:
   cancel-in-progress: true
 
 jobs:
-  test-load-examples:
+  test-superset-cli-package:
     runs-on: ubuntu-24.04
-    env:
-      PYTHONPATH: ${{ github.workspace }}
-      SUPERSET_CONFIG: tests.integration_tests.superset_test_config
-      REDIS_PORT: 16379
-      SUPERSET__SQLALCHEMY_DATABASE_URI: postgresql+psycopg2://superset:superset@127.0.0.1:15432/superset
-    services:
-      postgres:
-        image: postgres:16-alpine
-        env:
-          POSTGRES_USER: superset
-          POSTGRES_PASSWORD: superset
-        ports:
-          # Use custom ports for services to avoid accidentally connecting to
-          # GitHub action runner's default installations
-          - 15432:5432
-      redis:
-        image: redis:7-alpine
-        ports:
-          - 16379:6379
+    strategy:
+      matrix:
+        python-version: ["previous", "current", "next"]
+    defaults:
+      run:
+        working-directory: superset-cli
     steps:
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
         uses: actions/checkout@v4
         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.python
+        if: steps.check.outputs.superset-cli
         uses: ./.github/actions/setup-backend/
-      - name: Setup Postgres
-        if: steps.check.outputs.python
-        uses: ./.github/actions/cached-dependencies
         with:
-          run: setup-postgres
-      - name: superset init
-        if: steps.check.outputs.python
+          python-version: ${{ matrix.python-version }}
+          requirements-type: dev
+
+      - name: Run pytest with coverage
+        if: steps.check.outputs.superset-cli
         run: |
-          pip install -e .
-          superset db upgrade
-          superset load_test_users
-      - name: superset load_examples
-        if: steps.check.outputs.python
-        run: |
-          # load examples without test data
-          superset load_examples --load-big-data
+          pytest --cov=superset_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-cli
+        uses: codecov/codecov-action@v3
+        with:
+          file: ./coverage.xml
+          flags: superset-cli
+          name: superset-cli-coverage
+          fail_ci_if_error: false
+
+      - name: Upload HTML coverage report
+        if: steps.check.outputs.superset-cli
+        uses: actions/upload-artifact@v4
+        with:
+          name: superset-cli-coverage-html
+          path: htmlcov/

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

@@ -20,7 +20,7 @@ jobs:
     steps:
       - 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:

.github/workflows/superset-e2e.yml

@@ -73,6 +73,7 @@ jobs:
         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@v4
@@ -137,9 +138,16 @@ jobs:
           NODE_OPTIONS: "--max-old-space-size=4096"
         with:
           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@v4
         if: failure()
         with:
           path: ${{ github.workspace }}/superset-frontend/cypress-base/cypress/screenshots
-          name: cypress-artifact-${{ github.run_id }}-${{ github.job }}-${{ matrix.browser }}-${{ matrix.parallel_id }}
+          name: cypress-artifact-${{ github.run_id }}-${{ github.job }}-${{ matrix.browser }}-${{ matrix.parallel_id }}--${{ steps.set-safe-app-root.outputs.safe_app_root }}

.github/workflows/superset-frontend.yml

@@ -26,6 +26,8 @@ jobs:
         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
@@ -39,9 +41,13 @@ 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 \
+            --cache-from=type=registry,ref=apache/superset-cache:3.10-slim-trixie \
             --target superset-node-ci \
             .
 
@@ -115,24 +121,6 @@ jobs:
           files: merged-output/coverage-summary.json
           slug: apache/superset
 
-  core-cover:
-    needs: frontend-build
-    if: needs.frontend-build.outputs.should-run == 'true'
-    runs-on: ubuntu-24.04
-    steps:
-      - name: Download Docker Image Artifact
-        uses: actions/download-artifact@v4
-        with:
-          name: docker-image
-
-      - name: Load Docker Image
-        run: docker load < docker-image.tar.gz
-
-      - name: superset-ui/core coverage
-        run: |
-          docker run --rm $TAG bash -c \
-          "npm run core:cover"
-
   lint-frontend:
     needs: frontend-build
     if: needs.frontend-build.outputs.should-run == 'true'
@@ -144,7 +132,8 @@ jobs:
           name: docker-image
 
       - name: Load Docker Image
-        run: docker load < docker-image.tar.gz
+        run: |
+          docker load < docker-image.tar.gz
 
       - name: eslint
         run: |

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

@@ -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

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

@@ -19,7 +19,7 @@ jobs:
     runs-on: ubuntu-24.04
     strategy:
       matrix:
-        python-version: ["previous", "current"]
+        python-version: ["previous", "current", "next"]
     env:
       PYTHONPATH: ${{ github.workspace }}
     steps:
@@ -45,6 +45,13 @@ jobs:
           SUPERSET_SECRET_KEY: not-a-secret
         run: |
           pytest --durations-min=0.5 --cov-report= --cov=superset ./tests/common ./tests/unit_tests --cache-clear --maxfail=50
+      - name: Python 100% coverage unit tests
+        if: steps.check.outputs.python
+        env:
+          SUPERSET_TESTENV: true
+          SUPERSET_SECRET_KEY: not-a-secret
+        run: |
+          pytest --durations-min=0.5 --cov=superset/sql/ ./tests/unit_tests/sql/ --cache-clear --cov-fail-under=100
       - name: Upload code coverage
         uses: codecov/codecov-action@v5
         with:

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

@@ -12,7 +12,7 @@ jobs:
 
     steps:
       - name: Welcome Message
-        uses: actions/first-interaction@v1
+        uses: actions/first-interaction@v2
         continue-on-error: true
         with:
           repo-token: ${{ github.token }}

.gitignore

@@ -43,7 +43,7 @@ _modules
 _static
 build
 app.db
-apache_superset.egg-info/
+*.egg-info/
 changelog.sh
 dist
 dump.rdb
@@ -92,6 +92,7 @@ scripts/*.zip
 # IntelliJ
 *.iml
 venv
+.venv
 @eaDir/
 
 # PyCharm
@@ -126,4 +127,10 @@ docker/*local*
 # Jest test report
 test-report.html
 superset/static/stats/statistics.html
+
+# LLM-related
+CLAUDE.local.md
+PROJECT.md
 .aider*
+.claude_rc*
+.env.local

.pre-commit-config.yaml

@@ -23,7 +23,9 @@ repos:
     rev: v1.15.0
     hooks:
       - id: mypy
+        name: mypy (main)
         args: [--check-untyped-defs]
+        exclude: ^superset-cli/
         additional_dependencies: [
             types-simplejson,
             types-python-dateutil,
@@ -38,6 +40,10 @@ repos:
             types-paramiko,
             types-Markdown,
           ]
+      - id: mypy
+        name: mypy (superset-cli)
+        args: [--check-untyped-defs]
+        files: ^superset-cli/
   - repo: https://github.com/pre-commit/pre-commit-hooks
     rev: v5.0.0
     hooks:
@@ -52,35 +58,27 @@ repos:
       - id: trailing-whitespace
         exclude: ^.*\.(snap)
         args: ["--markdown-linebreak-ext=md"]
-  - repo: https://github.com/pre-commit/mirrors-prettier
-    rev: v4.0.0-alpha.8 # Use the sha or tag you want to point at
-    hooks:
-      - id: prettier
-        additional_dependencies:
-          - prettier@3.5.3
-        args: ["--ignore-path=./superset-frontend/.prettierignore"]
-        files: "superset-frontend"
   - repo: local
     hooks:
-    - 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
+      - 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: ./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
@@ -97,6 +95,26 @@ repos:
   - repo: https://github.com/astral-sh/ruff-pre-commit
     rev: v0.9.7
     hooks:
+      - id: ruff-format
       - 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"
+            BASE=$(git merge-base origin/"$TARGET_BRANCH" HEAD)
+            files=$(git diff --name-only --diff-filter=ACM "$BASE"..HEAD | grep '^superset/.*\.py$' || true)
+            if [ -n "$files" ]; then
+              pylint --rcfile=.pylintrc --load-plugins=superset.extensions.pylint --reports=no $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

@@ -32,6 +32,8 @@ 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*
@@ -76,3 +78,11 @@ 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.md

@@ -44,3 +44,4 @@ under the License.
 - [4.0.1](./CHANGELOG/4.0.1.md)
 - [4.0.2](./CHANGELOG/4.0.2.md)
 - [4.1.0](./CHANGELOG/4.1.0.md)
+- [5.0.0](./CHANGELOG/5.0.0.md)

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)

CHANGELOG/5.0.0.md

@@ -0,0 +1,937 @@
+<!--
+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
+
+### 5.0.0 (Wed Jun 18 13:54:10 2025 -0300)
+
+**Database Migrations**
+
+- [#31959](https://github.com/apache/superset/pull/31959) refactor: upload data unification, less permissions and less endpoints (@dpgaspar)
+- [#31582](https://github.com/apache/superset/pull/31582) refactor: Removes 5.0 approved legacy charts (@michael-s-molina)
+- [#31490](https://github.com/apache/superset/pull/31490) feat: use docker in frontend GHA to parallelize work (@mistercrunch)
+- [#30398](https://github.com/apache/superset/pull/30398) feat: add and use UUIDMixin for most models (@mistercrunch)
+- [#29649](https://github.com/apache/superset/pull/29649) fix: remove old database constraint on the Dataset model (@betodealmeida)
+- [#31447](https://github.com/apache/superset/pull/31447) chore: enforce more ruff rules (@mistercrunch)
+- [#31303](https://github.com/apache/superset/pull/31303) feat: Adds helper functions for migrations (@luizotavio32)
+
+**Features**
+
+- [#32052](https://github.com/apache/superset/pull/32052) feat: add connector for Parseable (@AdheipSingh)
+- [#32051](https://github.com/apache/superset/pull/32051) feat(sqllab): improve table metadata UI (@justinpark)
+- [#29900](https://github.com/apache/superset/pull/29900) feat(sqllab): Replace FilterableTable by AgGrid Table (@justinpark)
+- [#31979](https://github.com/apache/superset/pull/31979) feat(fe): upgrade `superset-frontend` to Typescript v5 (@hainenber)
+- [#31413](https://github.com/apache/superset/pull/31413) feat: add date format to the email subject (@US579)
+- [#31984](https://github.com/apache/superset/pull/31984) feat: run prettier before eslint in pre-commit hooks (@mistercrunch)
+- [#31889](https://github.com/apache/superset/pull/31889) feat(CalendarFrame): adding previous calendar quarter (@alexandrusoare)
+- [#31796](https://github.com/apache/superset/pull/31796) feat: get docker-compose to work as the backend for Cypress tests (@mistercrunch)
+- [#31876](https://github.com/apache/superset/pull/31876) feat: use npm run dev-server in docker-compose (@mistercrunch)
+- [#31849](https://github.com/apache/superset/pull/31849) feat: old Firebolt dialect (@betodealmeida)
+- [#31840](https://github.com/apache/superset/pull/31840) feat: Mutate SQL query executed by alerts (@Vitor-Avila)
+- [#31825](https://github.com/apache/superset/pull/31825) feat: Firebolt sqlglot dialect (@betodealmeida)
+- [#31575](https://github.com/apache/superset/pull/31575) feat: redesign labels (@mistercrunch)
+- [#31747](https://github.com/apache/superset/pull/31747) feat: improve docker-compose services boot sequence (@mistercrunch)
+- [#31760](https://github.com/apache/superset/pull/31760) feat: allowing print() statements to be unbuffered in docker (@mistercrunch)
+- [#31486](https://github.com/apache/superset/pull/31486) feat: push predicates into virtual datasets (@betodealmeida)
+- [#31518](https://github.com/apache/superset/pull/31518) feat: adds a github action to auto label draft prs (@sadpandajoe)
+- [#31740](https://github.com/apache/superset/pull/31740) feat: make CI against 'next' python version not-required (@mistercrunch)
+- [#31602](https://github.com/apache/superset/pull/31602) feat(Sqllab): Enabling selection and copying of columns and rows in sql lab and dataset view (@samraHanif0340)
+- [#31580](https://github.com/apache/superset/pull/31580) feat(doris): add catalog support for Apache Doris (@liujiwen-up)
+- [#25869](https://github.com/apache/superset/pull/25869) feat(plugin): add plugin-chart-cartodiagram (@jansule)
+- [#31037](https://github.com/apache/superset/pull/31037) feat(country-map): add map for France with all overseas territories (@tarraschk)
+- [#31386](https://github.com/apache/superset/pull/31386) feat(gha): various docker / docker-compose build improvements (@mistercrunch)
+- [#31316](https://github.com/apache/superset/pull/31316) feat(sqllab): giving the query history pane a facelift (@mistercrunch)
+- [#31273](https://github.com/apache/superset/pull/31273) feat: fine-grain chart data telemetry (@betodealmeida)
+- [#31141](https://github.com/apache/superset/pull/31141) feat: add YDB as a new database engine (@vgvoleg)
+- [#31261](https://github.com/apache/superset/pull/31261) feat(Handlebars): formatNumber and group helpers (@Vitor-Avila)
+- [#31260](https://github.com/apache/superset/pull/31260) feat: use uv in CI (@mistercrunch)
+- [#31187](https://github.com/apache/superset/pull/31187) feat(sqllab): Popup notification when download data can exceed row count (@justinpark)
+- [#31166](https://github.com/apache/superset/pull/31166) feat: make sure to quote formulas on Excel export (@betodealmeida)
+- [#31164](https://github.com/apache/superset/pull/31164) feat: purge OAuth2 tokens when DB changes (@betodealmeida)
+- [#30870](https://github.com/apache/superset/pull/30870) feat: make ephemeral env use supersetbot + deprecate build_docker.py (@mistercrunch)
+- [#30926](https://github.com/apache/superset/pull/30926) feat(trino,presto): add missing time grains (@villebro)
+- [#30884](https://github.com/apache/superset/pull/30884) feat: add logging durations for screenshot async service (@mistercrunch)
+- [#29609](https://github.com/apache/superset/pull/29609) feat: add a script to check environment software versions (@mistercrunch)
+- [#30081](https://github.com/apache/superset/pull/30081) feat(oauth2): add support for trino (@joaoferrao)
+- [#30694](https://github.com/apache/superset/pull/30694) feat: allow exporting all tabs to a single PDF in report (@US579)
+- [#30674](https://github.com/apache/superset/pull/30674) feat(oauth): adding necessary changes to support bigquery oauth (@fisjac)
+- [#30721](https://github.com/apache/superset/pull/30721) feat(dataset API): Add parameter to optionally render Jinja macros in API response (@Vitor-Avila)
+- [#30412](https://github.com/apache/superset/pull/30412) feat: cancel impala query on stop (@wugeer)
+- [#30710](https://github.com/apache/superset/pull/30710) feat(helm-chart): Add extraLabels to all resources (@maxforasteiro)
+- [#29927](https://github.com/apache/superset/pull/29927) feat(db_engine_specs): added support for Denodo Virtual DataPort (@denodo-research-labs)
+- [#30593](https://github.com/apache/superset/pull/30593) feat(number-format): Add duration formatter with colon notation (@gerbermichi)
+- [#30559](https://github.com/apache/superset/pull/30559) feat(formatting): Add memory units adaptive formatter to format bytes (@mkopec87)
+- [#30501](https://github.com/apache/superset/pull/30501) feat(SQL Lab): better SQL parsing error messages (@betodealmeida)
+- [#30390](https://github.com/apache/superset/pull/30390) feat(be/cfg): replace deprecated imp.load_source with importlib.util (@hainenber)
+- [#29395](https://github.com/apache/superset/pull/29395) feat(dashboard): update tab drag and drop reordering with positional placement and indicators for UI (@rtexelm)
+- [#30380](https://github.com/apache/superset/pull/30380) feat(auth): when user is not logged in, failure to access a dashboard should redirect to login screen (@sfirke)
+- [#30364](https://github.com/apache/superset/pull/30364) feat(datasets): Allow swap dataset after deletion (@Antonio-RiveroMartnez)
+- [#30336](https://github.com/apache/superset/pull/30336) feat(Digest): Add RLS at digest generation for Charts and Dashboards (@geido)
+- [#30266](https://github.com/apache/superset/pull/30266) feat: allow configuring an engine context manager (@betodealmeida)
+- [#30323](https://github.com/apache/superset/pull/30323) feat(jinja): add option to format time filters using strftime (@villebro)
+- [#29897](https://github.com/apache/superset/pull/29897) feat(explore): Add time shift color control to ECharts (@rtexelm)
+- [#30016](https://github.com/apache/superset/pull/30016) feat: Displaying details to Dataset/Database deletion modals (@rusackas)
+- [#30142](https://github.com/apache/superset/pull/30142) feat(jinja): add advanced temporal filter functionality (@villebro)
+- [#28110](https://github.com/apache/superset/pull/28110) feat(db_engine): Implement user impersonation support for StarRocks (@Woellchen)
+- [#30126](https://github.com/apache/superset/pull/30126) feat: OAuth2 database field (@betodealmeida)
+- [#30082](https://github.com/apache/superset/pull/30082) feat: Oauth2 in DatabaseSelector (@betodealmeida)
+- [#30071](https://github.com/apache/superset/pull/30071) feat: allow create/update OAuth2 DB (@betodealmeida)
+- [#29912](https://github.com/apache/superset/pull/29912) feat(GAQ): Add Redis Sentinel Support for Global Async Queries (@nsivarajan)
+- [#24308](https://github.com/apache/superset/pull/24308) feat(docker): add GUNICORN_LOGLEVEL env var (@drummerwolli)
+- [#29333](https://github.com/apache/superset/pull/29333) feat(alert/reports): adding logic to handle downstream reports when tab is deleted from dashboard (@fisjac)
+- [#30002](https://github.com/apache/superset/pull/30002) feat(time_comparison): Support all date formats when computing custom and inherit offsets (@Antonio-RiveroMartnez)
+- [#25775](https://github.com/apache/superset/pull/25775) feat: Adding Elestio as deployment option (@kaiwalyakoparkar)
+- [#29941](https://github.com/apache/superset/pull/29941) feat(docs): fix bug google chrome < 114 not found (@hoalongnatsu)
+- [#29917](https://github.com/apache/superset/pull/29917) feat: Enable injecting custom html into head (@kgabryje)
+- [#29875](https://github.com/apache/superset/pull/29875) feat(build): webpack visualizer (@rusackas)
+- [#29724](https://github.com/apache/superset/pull/29724) feat: get html (links/styling/img/...) to work in pivot table (@mistercrunch)
+- [#29795](https://github.com/apache/superset/pull/29795) feat: adding AntdThemeProvider to storybook config (@rusackas)
+- [#29096](https://github.com/apache/superset/pull/29096) feat(alerts): enable tab selection for dashboard alerts/reports (@fisjac)
+- [#29553](https://github.com/apache/superset/pull/29553) feat(explorer): Add configs and formatting to discrete comparison columns (@rtexelm)
+- [#29627](https://github.com/apache/superset/pull/29627) feat(country map): Adding Hungary (and other touchups) (@rusackas)
+
+**Fixes**
+
+- [#33817](https://github.com/apache/superset/pull/33817) fix: SQL Lab warning message sizes (@michael-s-molina)
+- [#33779](https://github.com/apache/superset/pull/33779) fix(Echarts): Echarts Legend Scroll fix (@amaannawab923)
+- [#33765](https://github.com/apache/superset/pull/33765) fix(tooltip): Sanitize tooltip html (@msyavuz)
+- [#33759](https://github.com/apache/superset/pull/33759) fix: apply d3 format to BigNumber(s) (@betodealmeida)
+- [#33752](https://github.com/apache/superset/pull/33752) fix(create chart page): add missing space between words (@Quatters)
+- [#33748](https://github.com/apache/superset/pull/33748) fix: sync dot color between dashboard chart and edit chart (@anantaoutlook)
+- [#33743](https://github.com/apache/superset/pull/33743) fix(dataset): Fix plural toast messages (@rad-pat)
+- [#33717](https://github.com/apache/superset/pull/33717) fix(explore): add gap to the "Cached" button (@Quatters)
+- [#33719](https://github.com/apache/superset/pull/33719) fix(Alerts & reports): invalid "Last updated" time formatting (@Quatters)
+- [#33726](https://github.com/apache/superset/pull/33726) fix(dashboard): show dashboard thumbnail images when retrieved (@rad-pat)
+- [#33296](https://github.com/apache/superset/pull/33296) fix(template_processing): get_filters now works for IS_NULL and IS_NOT_NULL operators (@Prokos)
+- [#32414](https://github.com/apache/superset/pull/32414) fix(api): Added uuid to list api calls (@withnale)
+- [#33710](https://github.com/apache/superset/pull/33710) fix: Migrate charts with empty query_context (@luizotavio32)
+- [#33592](https://github.com/apache/superset/pull/33592) fix: Makes time compare migration more resilient (@michael-s-molina)
+- [#33596](https://github.com/apache/superset/pull/33596) fix: Missing processor context when rendering Jinja (@michael-s-molina)
+- [#33285](https://github.com/apache/superset/pull/33285) fix: Adjust viz migrations to also migrate the queries object (@luizotavio32)
+- [#33431](https://github.com/apache/superset/pull/33431) fix(sankey): incorrect nodeValues (@richardfogaca)
+- [#33553](https://github.com/apache/superset/pull/33553) fix(AllEntities): Display action buttons according to the user permissions (@Vitor-Avila)
+- [#30577](https://github.com/apache/superset/pull/30577) fix(user settings): Update forked cosmo theme to resolve down chevron in caret style (#30514) (@mklumpen)
+- [#33540](https://github.com/apache/superset/pull/33540) fix(table): table sort by fix (@amaannawab923)
+- [#33522](https://github.com/apache/superset/pull/33522) fix(Sqllab): Autocomplete got stuck in UI when open it too fast (@rebenitez1802)
+- [#33444](https://github.com/apache/superset/pull/33444) fix: allow metadata to parse json (@eschutho)
+- [#33425](https://github.com/apache/superset/pull/33425) fix(table-chart): time shift is not working (@justinpark)
+- [#33364](https://github.com/apache/superset/pull/33364) fix(deckgl): fix deckgl multiple layers chart filter and viewport (@syedbarimanjan)
+- [#33422](https://github.com/apache/superset/pull/33422) fix(Row): don't unload charts while embedded to reduce rerenders (@msyavuz)
+- [#33354](https://github.com/apache/superset/pull/33354) fix: loading examples from raw.githubusercontent.com fails with 429 errors (@mistercrunch)
+- [#31917](https://github.com/apache/superset/pull/31917) fix(be/utils): sync cache timeout for memoized function (@hainenber)
+- [#33345](https://github.com/apache/superset/pull/33345) fix(i18n): zh_TW pybabel compile error: placeholders are incompatible (@bestlong)
+- [#33337](https://github.com/apache/superset/pull/33337) fix: Edge case with metric not getting quoted in sort by when normalize_columns is enabled (@Vitor-Avila)
+- [#33224](https://github.com/apache/superset/pull/33224) fix: Temporal filter conversion in viz migrations (@michael-s-molina)
+- [#33306](https://github.com/apache/superset/pull/33306) fix: improve function detection (@betodealmeida)
+- [#33269](https://github.com/apache/superset/pull/33269) fix(echarts): rename time series shifted colnames (@justinpark)
+- [#33267](https://github.com/apache/superset/pull/33267) fix: mask password on DB import (@betodealmeida)
+- [#33025](https://github.com/apache/superset/pull/33025) fix: LocalProxy is not mapped warning (@dpgaspar)
+- [#33248](https://github.com/apache/superset/pull/33248) fix(histogram): remove extra single quotes (@rusackas)
+- [#33250](https://github.com/apache/superset/pull/33250) fix(DB update): Gracefully handle querry error during DB update (@Vitor-Avila)
+- [#33238](https://github.com/apache/superset/pull/33238) fix(heatmap): correctly render int and boolean falsy values on axes (@sfirke)
+- [#33237](https://github.com/apache/superset/pull/33237) fix(sqllab permalink): Commit SQL Lab permalinks (@Vitor-Avila)
+- [#33234](https://github.com/apache/superset/pull/33234) fix(standalone): Ensure correct URL param value for standalone mode (@Vitor-Avila)
+- [#33291](https://github.com/apache/superset/pull/33291) fix(antd): Invalid dashed border in tertiary button (@justinpark)
+- [#33214](https://github.com/apache/superset/pull/33214) fix(export): Full CSV/Excel exports respecting SQL_MAX_ROW config (@Vitor-Avila)
+- [#33164](https://github.com/apache/superset/pull/33164) fix(sqllab): Invalid SQL Error breaks SQL Lab (@justinpark)
+- [#33154](https://github.com/apache/superset/pull/33154) fix(deckgl): Update Arc to properly adjust line width (@rusackas)
+- [#33161](https://github.com/apache/superset/pull/33161) fix: os.makedirs race condition (@jamra)
+- [#33143](https://github.com/apache/superset/pull/33143) fix(echart): Thrown errors shown after resized (@justinpark)
+- [#33138](https://github.com/apache/superset/pull/33138) fix(echart): Tooltip date format doesn't follow time grain (@justinpark)
+- [#31692](https://github.com/apache/superset/pull/31692) fix(lang): patch FAB's LocaleView to redirect to previous page (@pomegranited)
+- [#33106](https://github.com/apache/superset/pull/33106) fix(dashboard): invalid active tab state (@justinpark)
+- [#33037](https://github.com/apache/superset/pull/33037) fix: Viz migration error handling (@michael-s-molina)
+- [#33107](https://github.com/apache/superset/pull/33107) fix(playwright): allow screenshotting empty dashboards (@hxtmdev)
+- [#33110](https://github.com/apache/superset/pull/33110) fix: resolve recent merge collisio (@mistercrunch)
+- [#33103](https://github.com/apache/superset/pull/33103) fix: Allows configuration of Selenium Webdriver binary (@michael-s-molina)
+- [#33109](https://github.com/apache/superset/pull/33109) fix(thumbnails): ensure consistent cache_key (@hxtmdev)
+- [#32193](https://github.com/apache/superset/pull/32193) fix(dashboard): Generate screenshot via celery (@tahvane1)
+- [#33087](https://github.com/apache/superset/pull/33087) fix(docker): fallback to pip if uv is not available (@hossein-khalilian)
+- [#33059](https://github.com/apache/superset/pull/33059) fix: Adds missing **init** file to commands/logs (@michael-s-molina)
+- [#33048](https://github.com/apache/superset/pull/33048) fix: improve error type on parse error (@justinpark)
+- [#31720](https://github.com/apache/superset/pull/31720) fix(export): charts csv export in dashboards (@EmmanuelCbd)
+- [#33024](https://github.com/apache/superset/pull/33024) fix(log): Missing failed query log on async queries (@justinpark)
+- [#32839](https://github.com/apache/superset/pull/32839) fix: fix bug where dashboard did not enter fullscreen mode. (@LevisNgigi)
+- [#28428](https://github.com/apache/superset/pull/28428) fix(dashboard): chart fullscreen issue when filter pane is collapsed (@hlvhe)
+- [#29422](https://github.com/apache/superset/pull/29422) fix: `show_filters` URL parameter is not working (@hexcafe)
+- [#32965](https://github.com/apache/superset/pull/32965) fix: Bar Chart (legacy) migration to keep labels layout (@michael-s-molina)
+- [#30679](https://github.com/apache/superset/pull/30679) fix: fixed Add Metrics to Tree Chart (#29158) (@SBIN2010)
+- [#32968](https://github.com/apache/superset/pull/32968) fix(pivot-table): Revert "fix(Pivot Table): Fix column width to respect currency config (#31414)" (@justinpark)
+- [#32384](https://github.com/apache/superset/pull/32384) fix: Clicking in the body of a Markdown component does not put it into edit mode (@notHuman9504)
+- [#32763](https://github.com/apache/superset/pull/32763) fix(sqllab): Invalid display of table column keys (@justinpark)
+- [#32871](https://github.com/apache/superset/pull/32871) fix(Jinja): Emit time grain to table charts even if they don't have a temporal column (@Vitor-Avila)
+- [#32372](https://github.com/apache/superset/pull/32372) fix(backend/async_events): allow user to configure username for Redis authentication in GLOBAL_ASYNC_QUERIES_CACHE_BACKEND (@hainenber)
+- [#32873](https://github.com/apache/superset/pull/32873) fix: use role_model from security manager (@lohart13)
+- [#32851](https://github.com/apache/superset/pull/32851) fix(ColorPickerControl): change color picker control width (@SBIN2010)
+- [#32863](https://github.com/apache/superset/pull/32863) fix(table-chart): Do not show comparison columns config if time_compare is set to [] (@Vitor-Avila)
+- [#31869](https://github.com/apache/superset/pull/31869) fix(translation): Dutch translations for Current datetime filter (@christiaan)
+- [#32829](https://github.com/apache/superset/pull/32829) fix: update dataset/query catalog on DB changes (@betodealmeida)
+- [#32850](https://github.com/apache/superset/pull/32850) fix(echarts): Sort series by name using natural comparison (@Vitor-Avila)
+- [#32795](https://github.com/apache/superset/pull/32795) fix(log): store navigation path to get correct logging path (@justinpark)
+- [#32665](https://github.com/apache/superset/pull/32665) fix: Time Comparison Feature Reverts Metric Labels to Metric Keys in Table Charts (@fardin-developer)
+- [#32792](https://github.com/apache/superset/pull/32792) fix: key error in frontend on disallowed GSheets (@chrisvnimbus)
+- [#32797](https://github.com/apache/superset/pull/32797) fix: CSV/Excel upload form change column dates description (@SBIN2010)
+- [#32802](https://github.com/apache/superset/pull/32802) fix(sec): resolve CVE-2025-29907 and CVE-2025-25977 by pinning `jspdf` to v3 (@hainenber)
+- [#32406](https://github.com/apache/superset/pull/32406) fix(model/helper): represent RLS filter clause in proper textual SQL string (@hainenber)
+- [#32739](https://github.com/apache/superset/pull/32739) fix(excel export): big number truncation handling (@CharlesNkdl)
+- [#32778](https://github.com/apache/superset/pull/32778) fix(config): correct slack image url in talisman (@v9dev)
+- [#28350](https://github.com/apache/superset/pull/28350) fix(css): typos in styles (@Kukusik8)
+- [#32775](https://github.com/apache/superset/pull/32775) fix(import): Missing catalog field in saved query schema (@Quatters)
+- [#32774](https://github.com/apache/superset/pull/32774) fix(sqllab): Pass query_id as kwarg so backoff can see it (@Antonio-RiveroMartnez)
+- [#32720](https://github.com/apache/superset/pull/32720) fix(chart control): Change default of "Y Axis Title Margin" (@Quatters)
+- [#32761](https://github.com/apache/superset/pull/32761) fix: do not add calculated columns when syncing (@eschutho)
+- [#31751](https://github.com/apache/superset/pull/31751) fix: Changing language doesn't affect echarts charts (@jpchev)
+- [#28203](https://github.com/apache/superset/pull/28203) fix(contextmenu): uncaught TypeError (@sowo)
+- [#32679](https://github.com/apache/superset/pull/32679) fix: ensure datasource permission in explore (@hxtmdev)
+- [#32410](https://github.com/apache/superset/pull/32410) fix(import): Ensure import exceptions are logged (@withnale)
+- [#32683](https://github.com/apache/superset/pull/32683) fix: coerce datetime conversion errors (@betodealmeida)
+- [#32708](https://github.com/apache/superset/pull/32708) fix(logging): missing path in event data (@justinpark)
+- [#32701](https://github.com/apache/superset/pull/32701) fix: boolean filters in Explore (@betodealmeida)
+- [#32696](https://github.com/apache/superset/pull/32696) fix(spreadsheet uploads): make file extension comparisons case-insensitive (@sfirke)
+- [#32691](https://github.com/apache/superset/pull/32691) fix(cosmetics): allow toast message to be toggled off when modal is opened (@hainenber)
+- [#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)
+- [#32678](https://github.com/apache/superset/pull/32678) fix: Update RELEASING/README.md (@michael-s-molina)
+- [#32661](https://github.com/apache/superset/pull/32661) fix(gsheets): update params from encrypted extra (@betodealmeida)
+- [#32657](https://github.com/apache/superset/pull/32657) fix(import): Import a DB connection with expanded rows enabled (@Vitor-Avila)
+- [#32646](https://github.com/apache/superset/pull/32646) fix(dashboard): Ensure `dashboardId` is included in `form_data` for embedded mode (@mostopalove)
+- [#32652](https://github.com/apache/superset/pull/32652) fix: Upgrade node base image to Debian 12 bookworm (@dolph)
+- [#32608](https://github.com/apache/superset/pull/32608) fix(welcome): perf on distinct recent activities (@justinpark)
+- [#32549](https://github.com/apache/superset/pull/32549) fix(dashboard): Support bigint value in native filters (@justinpark)
+- [#32599](https://github.com/apache/superset/pull/32599) fix(Slack V2): Specify the filename for the Slack upload method (@Vitor-Avila)
+- [#32572](https://github.com/apache/superset/pull/32572) fix: Log table retention policy (@michael-s-molina)
+- [#32532](https://github.com/apache/superset/pull/32532) fix: add DateOffset to json serializer (@eschutho)
+- [#32523](https://github.com/apache/superset/pull/32523) fix: keep calculated columns when datasource is updated (@eschutho)
+- [#32507](https://github.com/apache/superset/pull/32507) fix: Show response message as default error (@eschutho)
+- [#32336](https://github.com/apache/superset/pull/32336) fix(Slack): Fix Slack recipients migration to V2 (@Vitor-Avila)
+- [#32511](https://github.com/apache/superset/pull/32511) fix(beat): prune_query celery task args fix (@Usiel)
+- [#32499](https://github.com/apache/superset/pull/32499) fix(explore): Glitch in a tooltip with metric's name (@kgabryje)
+- [#32486](https://github.com/apache/superset/pull/32486) fix: skip DB filter when doing OAuth2 (@betodealmeida)
+- [#32488](https://github.com/apache/superset/pull/32488) fix(tooltip): displaying <a> tags correctly (@rusackas)
+- [#32473](https://github.com/apache/superset/pull/32473) fix(plugin-chart-echarts): remove erroneous upper bound value (@villebro)
+- [#32420](https://github.com/apache/superset/pull/32420) fix(com/grid-comp/markdown): pin `remark-gfm` to v3 to allow inline code block by backticks in Markdown (@hainenber)
+- [#32423](https://github.com/apache/superset/pull/32423) fix(clickhouse): get_parameters_from_uri failing when secure is true (@codenamelxl)
+- [#32290](https://github.com/apache/superset/pull/32290) fix(viz): update nesting logic to handle multiple dimensions in PartitionViz (@DamianPendrak)
+- [#32382](https://github.com/apache/superset/pull/32382) fix(pinot): revert join and subquery flags (@yuribogomolov)
+- [#32325](https://github.com/apache/superset/pull/32325) fix: bump FAB to 4.5.4 (@dpgaspar)
+- [#32344](https://github.com/apache/superset/pull/32344) fix: ensure metric_macro expands templates (@betodealmeida)
+- [#32348](https://github.com/apache/superset/pull/32348) fix: clickhouse-connect engine SSH parameter (@maybedino)
+- [#32362](https://github.com/apache/superset/pull/32362) fix(docker): Configure nginx for consistent port mapping and hot reloading (@vedantprajapati)
+- [#32350](https://github.com/apache/superset/pull/32350) fix(firebolt): allow backslach escape for single quotes (@betodealmeida)
+- [#32356](https://github.com/apache/superset/pull/32356) fix(SSHTunnelForm): make the password tooltip visible (@EnxDev)
+- [#32284](https://github.com/apache/superset/pull/32284) fix(roles): Add SqlLabPermalinkRestApi as default sqlab roles. (@LevisNgigi)
+- [#32035](https://github.com/apache/superset/pull/32035) fix(fe/dashboard-list): display modifier info for `Last modified` data (@hainenber)
+- [#32337](https://github.com/apache/superset/pull/32337) fix: revert "fix: remove sort values on stacked totals (#31333)" (@eschutho)
+- [#31993](https://github.com/apache/superset/pull/31993) fix: oauth2 trino (@aurokk)
+- [#32332](https://github.com/apache/superset/pull/32332) fix: Download as PDF fails due to cache error (@kgabryje)
+- [#30888](https://github.com/apache/superset/pull/30888) fix: keep the tab order (@US579)
+- [#32272](https://github.com/apache/superset/pull/32272) fix(viz/table): selected column not shown in Conditional Formatting popover (@hainenber)
+- [#32253](https://github.com/apache/superset/pull/32253) fix: Decimal values for Histogram bins (@michael-s-molina)
+- [#32218](https://github.com/apache/superset/pull/32218) fix(Datasource): handle undefined datasource_type in fetchSyncedColumns (@tahvane1)
+- [#32240](https://github.com/apache/superset/pull/32240) fix: upgrade to 3.11.11-slim-bookworm to address critical vulnerabilities (@gpchandran)
+- [#31333](https://github.com/apache/superset/pull/31333) fix: remove sort values on stacked totals (@eschutho)
+- [#32227](https://github.com/apache/superset/pull/32227) fix: Update 'Last modified' time when modifying RLS rules (@fardin-developer)
+- [#32115](https://github.com/apache/superset/pull/32115) fix(Scope): Correct issue where filters appear out of scope when sort is unchecked. (@LevisNgigi)
+- [#32224](https://github.com/apache/superset/pull/32224) fix(sqllab): close the table tab (@justinpark)
+- [#32212](https://github.com/apache/superset/pull/32212) fix: set `Rich tooltip` -> 'Show percentage' to false by default (@mistercrunch)
+- [#32222](https://github.com/apache/superset/pull/32222) fix(SaveDatasetModal): repairs field alignment in the SaveDatasetModal component (@EnxDev)
+- [#32211](https://github.com/apache/superset/pull/32211) fix: hydrate datasetsStatus (@betodealmeida)
+- [#32195](https://github.com/apache/superset/pull/32195) fix: handlebars html and css templates reset on dataset update (@DamianPendrak)
+- [#32176](https://github.com/apache/superset/pull/32176) fix: TDengine move tdengine.png to databases/ subfolder (@DuanKuanJun)
+- [#32185](https://github.com/apache/superset/pull/32185) fix: Adds an entry to UPDATING.md about DISABLE_LEGACY_DATASOURCE_EDITOR (@michael-s-molina)
+- [#32154](https://github.com/apache/superset/pull/32154) fix(sqllab): correct URL format for SQL Lab permalinks (@LevisNgigi)
+- [#30903](https://github.com/apache/superset/pull/30903) fix(virtual dataset sync): Sync virtual dataset columns when changing the SQL query (@fisjac)
+- [#32163](https://github.com/apache/superset/pull/32163) fix(docker): Docker python-translation-build (@EmmanuelCbd)
+- [#32156](https://github.com/apache/superset/pull/32156) fix: ScreenshotCachePayload serialization (@betodealmeida)
+- [#32151](https://github.com/apache/superset/pull/32151) fix(releasing): fix borked SVN-based image building process (@hainenber)
+- [#32137](https://github.com/apache/superset/pull/32137) fix: copy oauth2 capture to `get_sqla_engine` (@betodealmeida)
+- [#32135](https://github.com/apache/superset/pull/32135) fix: Local tarball Docker container is missing zstd dependency (@michael-s-molina)
+- [#32133](https://github.com/apache/superset/pull/32133) fix: No virtual environment when running Docker translation compiler (@michael-s-molina)
+- [#32040](https://github.com/apache/superset/pull/32040) fix(ci): ephemeral env, handle different label, create comment (@dpgaspar)
+- [#32064](https://github.com/apache/superset/pull/32064) fix(datepicker): Full width datepicker on filter value select (@msyavuz)
+- [#32122](https://github.com/apache/superset/pull/32122) fix: Histogram examples config (@michael-s-molina)
+- [#32053](https://github.com/apache/superset/pull/32053) fix: enforce `ALERT_REPORTS_MAX_CUSTOM_SCREENSHOT_WIDTH` (@betodealmeida)
+- [#31757](https://github.com/apache/superset/pull/31757) fix(thumbnail cache): Enabling force parameter on screenshot/thumbnail cache (@fisjac)
+- [#32061](https://github.com/apache/superset/pull/32061) fix(DatePicker): Increase z-index over Modal (@geido)
+- [#32031](https://github.com/apache/superset/pull/32031) fix(fe/explore): prevent runtime error when editing Dataset-origin Chart with empty title (@hainenber)
+- [#32045](https://github.com/apache/superset/pull/32045) fix: Revert "fix: re-enable cypress checks" (@mistercrunch)
+- [#32008](https://github.com/apache/superset/pull/32008) fix: re-enable cypress checks (@mistercrunch)
+- [#32017](https://github.com/apache/superset/pull/32017) fix: eph env + improve docker images to run in userspace (@mistercrunch)
+- [#31340](https://github.com/apache/superset/pull/31340) fix(ci): change ephemeral env to use github labels instead of comments (@dpgaspar)
+- [#32025](https://github.com/apache/superset/pull/32025) fix: Filters badge disappeared (@kgabryje)
+- [#32015](https://github.com/apache/superset/pull/32015) fix(issue #31927): TimeGrain.WEEK_STARTING_MONDAY (@AdrianMastronardi)
+- [#30716](https://github.com/apache/superset/pull/30716) fix: Reordering echart props to fix confidence interval in Mixed Charts (@geotab-data-platform)
+- [#32005](https://github.com/apache/superset/pull/32005) fix(sqllab): tab layout truncated (@justinpark)
+- [#29417](https://github.com/apache/superset/pull/29417) fix(verbose map): Correct raw metrics handling in verbose map (@mcdogg17)
+- [#31962](https://github.com/apache/superset/pull/31962) fix: proper URL building (@betodealmeida)
+- [#31941](https://github.com/apache/superset/pull/31941) fix(timezoneselector): Correct the order to match names first (@msyavuz)
+- [#25166](https://github.com/apache/superset/pull/25166) fix: correct value for config variable `UPLOAD_FOLDER` (@sebastianliebscher)
+- [#31948](https://github.com/apache/superset/pull/31948) fix: Load cached DB metadata as DatasourceName and add catalog to schema_list cache key (@Vitor-Avila)
+- [#31809](https://github.com/apache/superset/pull/31809) fix: Prevent undo functionality from referencing incorrect dashboard edits (@fardin-developer)
+- [#30949](https://github.com/apache/superset/pull/30949) fix: adjust line type as well as weight for time series (@eschutho)
+- [#31933](https://github.com/apache/superset/pull/31933) fix(E2E): Fix flaky Dashboard list delete test (@geido)
+- [#31867](https://github.com/apache/superset/pull/31867) fix(date_parser): fixed bug for advanced time range filter (@alexandrusoare)
+- [#31873](https://github.com/apache/superset/pull/31873) fix(documentation): updated link to CORS_OPTIONS in Networking Settings (@ankur-zignite91)
+- [#31910](https://github.com/apache/superset/pull/31910) fix: add catalog to cache key when getting tables/views (@betodealmeida)
+- [#31837](https://github.com/apache/superset/pull/31837) fix(bigquery): return no catalogs when creds not set (@betodealmeida)
+- [#31848](https://github.com/apache/superset/pull/31848) fix: d3.count doesn't exist (@mistercrunch)
+- [#31830](https://github.com/apache/superset/pull/31830) fix: fix/suppress webpack console warnings (@mistercrunch)
+- [#31834](https://github.com/apache/superset/pull/31834) fix(OAuth): Remove masked_encrypted_extra from DB update properties (@Vitor-Avila)
+- [#31798](https://github.com/apache/superset/pull/31798) fix(Embedded): Skip CSRF validation for dashboard download endpoints (@Vitor-Avila)
+- [#31815](https://github.com/apache/superset/pull/31815) fix(modal): fixed z-index issue (@alexandrusoare)
+- [#31774](https://github.com/apache/superset/pull/31774) fix: corrects spelling of USE_ANALAGOUS_COLORS to be USE_ANALOGOUS_COLORS (@rusackas)
+- [#31777](https://github.com/apache/superset/pull/31777) fix(oauth): Handle updates to the OAuth config (@Vitor-Avila)
+- [#31789](https://github.com/apache/superset/pull/31789) fix(button): change back button styles for dropdown buttons (@msyavuz)
+- [#31752](https://github.com/apache/superset/pull/31752) fix: Heatmap sorting (@michael-s-molina)
+- [#31742](https://github.com/apache/superset/pull/31742) fix: GHA frontend builds fail when frontends hasn't changed (@mistercrunch)
+- [#31732](https://github.com/apache/superset/pull/31732) fix: docker builds in forks (@mistercrunch)
+- [#31606](https://github.com/apache/superset/pull/31606) fix: docker-compose-image-tag fails to start (@mistercrunch)
+- [#31710](https://github.com/apache/superset/pull/31710) fix(inthewild): Update companies using superset (@gwthm-in)
+- [#31673](https://github.com/apache/superset/pull/31673) fix: typo in plugin-chart-echats controls (@vhf)
+- [#31688](https://github.com/apache/superset/pull/31688) fix(helm): change values.yaml comments (@sule26)
+- [#31588](https://github.com/apache/superset/pull/31588) fix: install uv in docker-bootstrap (@mistercrunch)
+- [#31583](https://github.com/apache/superset/pull/31583) fix(docs): get quickstart guide working again (@sfirke)
+- [#31561](https://github.com/apache/superset/pull/31561) fix: add various recent issues on master CI (@mistercrunch)
+- [#31493](https://github.com/apache/superset/pull/31493) fix: master docker builds fail because of multi-platform builds can't --load (@mistercrunch)
+- [#31483](https://github.com/apache/superset/pull/31483) fix: Card component background color (@kgabryje)
+- [#31472](https://github.com/apache/superset/pull/31472) fix: Tooltip covers the date selector in native filters (@kgabryje)
+- [#31473](https://github.com/apache/superset/pull/31473) fix(explore): Styling issue in Search Metrics input field (@kgabryje)
+- [#31449](https://github.com/apache/superset/pull/31449) fix(filter options): full size list item targets (@rusackas)
+- [#31458](https://github.com/apache/superset/pull/31458) fix(api): typo api.py (@zero-stroke)
+- [#31385](https://github.com/apache/superset/pull/31385) fix: docker refactor (@mistercrunch)
+- [#31374](https://github.com/apache/superset/pull/31374) fix(Dashboard): Sync color configuration via dedicated endpoint (@geido)
+- [#31411](https://github.com/apache/superset/pull/31411) fix: pkg_resources is getting deprecated (@mistercrunch)
+- [#31391](https://github.com/apache/superset/pull/31391) fix: don't include chromium on ephemeral envs (@mistercrunch)
+- [#31387](https://github.com/apache/superset/pull/31387) fix: Revert "chore(deps-dev): bump esbuild from 0.20.0 to 0.24.0 in /super… (@sadpandajoe)
+- [#31236](https://github.com/apache/superset/pull/31236) fix: ephemeral envs fail on noop (@dpgaspar)
+- [#31350](https://github.com/apache/superset/pull/31350) fix(alerts&reports): tabs with userfriendly urls (@tahvane1)
+- [#30956](https://github.com/apache/superset/pull/30956) fix: added missing pod labels for init job (@glothriel)
+- [#31279](https://github.com/apache/superset/pull/31279) fix(filters): improving the add filter/divider UI. (@rusackas)
+- [#31155](https://github.com/apache/superset/pull/31155) fix: helm chart deploy to open PRs to now-protected gh-pages branch (@mistercrunch)
+- [#31152](https://github.com/apache/superset/pull/31152) fix: try to re-enable gh-pages (@mistercrunch)
+- [#31148](https://github.com/apache/superset/pull/31148) fix: touch helm/ folder to trigger doc deploy in CI (@mistercrunch)
+- [#31035](https://github.com/apache/superset/pull/31035) fix: ephemeral environments missing env var (@mistercrunch)
+- [#30966](https://github.com/apache/superset/pull/30966) fix(helm-chart): Fix broken PodDisruptionBudget due to introduction of extraLabels. (@theoriginalgri)
+- [#30964](https://github.com/apache/superset/pull/30964) fix(Card): Use correct class names for Ant Design 5 Card component (@geido)
+- [#30924](https://github.com/apache/superset/pull/30924) fix(helm): use submodule on helm release action (@villebro)
+- [#30767](https://github.com/apache/superset/pull/30767) fix(empty dashboards): Allow downloading a screenshot of an empty dashboard (@msyavuz)
+- [#30885](https://github.com/apache/superset/pull/30885) fix(docs): add missing bracket in openID config (@samarsrivastav)
+- [#30858](https://github.com/apache/superset/pull/30858) fix(chart data): removing query from /chart/data payload when accessing as guest user (@fisjac)
+- [#30848](https://github.com/apache/superset/pull/30848) fix(time_comparison): Allow deleting dates when using custom shift (@Antonio-RiveroMartnez)
+- [#28524](https://github.com/apache/superset/pull/28524) fix: warning emits an error (@eschutho)
+- [#30682](https://github.com/apache/superset/pull/30682) fix(explore): Update tooltip copy for rendering html in tables and pivot tables (@yousoph)
+- [#30618](https://github.com/apache/superset/pull/30618) fix(mssql db_engine_spec): adds uniqueidentifier to column_type_mappings (@rparsonsbb)
+- [#27142](https://github.com/apache/superset/pull/27142) fix(chart): apply number format in Box Plot tooltip only where necessary (@goto-loop)
+- [#30608](https://github.com/apache/superset/pull/30608) fix(country-map): Rename incorrect Vietnam province name for Country Map (@tienhung2812)
+- [#30702](https://github.com/apache/superset/pull/30702) fix(Dashboard): DatePicker to not autoclose modal (@geido)
+- [#30688](https://github.com/apache/superset/pull/30688) fix: bump FAB to 4.5.2 (@dpgaspar)
+- [#30659](https://github.com/apache/superset/pull/30659) fix: Link Checking (@CodeWithEmad)
+- [#30661](https://github.com/apache/superset/pull/30661) fix: Domain 'undefined' error in Storybook (@kgabryje)
+- [#30626](https://github.com/apache/superset/pull/30626) fix: Module is not defined in Partition chart (@michael-s-molina)
+- [#30616](https://github.com/apache/superset/pull/30616) fix(docs): leading whitespace line is causing page title and header to be malformed (@sfirke)
+- [#30606](https://github.com/apache/superset/pull/30606) fix: Set correct amount of steps to avoid confusing logs while loading examples (@deathstrokedarksky)
+- [#30522](https://github.com/apache/superset/pull/30522) fix(SQL Lab): hang when result set size is too big (@anamitraadhikari)
+- [#30443](https://github.com/apache/superset/pull/30443) fix(Jinja metric macro): Support Drill By and Excel/CSV download without a dataset ID (@Vitor-Avila)
+- [#30569](https://github.com/apache/superset/pull/30569) fix(dev-server): Revert "chore(fe): bump webpack-related packages to v5" (@geido)
+- [#30069](https://github.com/apache/superset/pull/30069) fix(frontend/generator): fix failed Viz plugin build due to missing JSDOM config and dep (@hainenber)
+- [#30277](https://github.com/apache/superset/pull/30277) fix(examples): fix examples uri for sqlite (@villebro)
+- [#30509](https://github.com/apache/superset/pull/30509) fix(plugin/echarts): correct enum values for LABEL_POSITION map (@hainenber)
+- [#30500](https://github.com/apache/superset/pull/30500) fix(sqllab): Remove redundant scrolling (@justinpark)
+- [#30349](https://github.com/apache/superset/pull/30349) fix(radar-chart): metric options not available & add `min` option (@goncaloacteixeira)
+- [#30493](https://github.com/apache/superset/pull/30493) fix(Package.json): Bump dayjs version (@geido)
+- [#30406](https://github.com/apache/superset/pull/30406) fix(language): pt_BR translation (@diegolnasc)
+- [#30441](https://github.com/apache/superset/pull/30441) fix: battling cypress' dashboard feature (@mistercrunch)
+- [#30430](https://github.com/apache/superset/pull/30430) fix: cypress on master doesn't work because of --parallel flag (@mistercrunch)
+- [#29444](https://github.com/apache/superset/pull/29444) fix(plugin/country/map): rectify naming for some Vietnamese provinces (@hainenber)
+- [#30388](https://github.com/apache/superset/pull/30388) fix(ECharts): Revert ECharts version bump (@geido)
+- [#30340](https://github.com/apache/superset/pull/30340) fix(CI): increase node JS heap size (@rusackas)
+- [#30325](https://github.com/apache/superset/pull/30325) fix(db_engine_specs): add a few missing time grains to Postgres spec (@sfirke)
+- [#30273](https://github.com/apache/superset/pull/30273) fix(dashboard): invalid button style in undo/redo button (@justinpark)
+- [#30099](https://github.com/apache/superset/pull/30099) fix: Move copying translation files before npm run build in Docker (@martyngigg)
+- [#30279](https://github.com/apache/superset/pull/30279) fix(install/docker): use zstd-baked image for building superset-frontend in containerized env (@hainenber)
+- [#30234](https://github.com/apache/superset/pull/30234) fix(deps): release new embedded sdk (@rusackas)
+- [#30237](https://github.com/apache/superset/pull/30237) fix(docs): change flask-oidc url (@drblack666)
+- [#30217](https://github.com/apache/superset/pull/30217) fix(sdk): use latest @supserset-ui/switchboard version to avoid pulling empty dependency (@hainenber)
+- [#30147](https://github.com/apache/superset/pull/30147) fix(docs): typo in docker-compose.mdx (@alexengrig)
+- [#30148](https://github.com/apache/superset/pull/30148) fix: Adds the Deprecated label to Time-series Percent Change chart (@michael-s-molina)
+- [#30141](https://github.com/apache/superset/pull/30141) fix(sqllab): race condition when updating same cursor position (@justinpark)
+- [#30041](https://github.com/apache/superset/pull/30041) fix: Revert "fix(list/chart views): Chart Properties modal now has transitions" (@rusackas)
+- [#30034](https://github.com/apache/superset/pull/30034) fix: Handle zstd encoding in webpack proxy config (@kgabryje)
+- [#29916](https://github.com/apache/superset/pull/29916) fix: duplicate `truncateXAxis` option in `BarChart` (@dmitriyVasilievich1986)
+- [#30013](https://github.com/apache/superset/pull/30013) fix(translations): Fixed APPLY translation in Spanish (@jvines)
+- [#30001](https://github.com/apache/superset/pull/30001) fix: Reports are not sent when selecting to send as PNG, CSV or text (@eschutho)
+- [#29686](https://github.com/apache/superset/pull/29686) fix: Removed fixed width constraint from Save button (@goldjee)
+- [#29951](https://github.com/apache/superset/pull/29951) fix(i18n): translation fix in server side generated time grains (@Seboeb)
+- [#29938](https://github.com/apache/superset/pull/29938) fix: thumbnail url json response was malformed (@eschutho)
+- [#29944](https://github.com/apache/superset/pull/29944) fix: only show dataset name in list (@eschutho)
+- [#29935](https://github.com/apache/superset/pull/29935) fix: Fix delete_fake_db (@stamplevskiyd)
+- [#29522](https://github.com/apache/superset/pull/29522) fix(cli): add impersonate_user to db import (@chessman)
+- [#29895](https://github.com/apache/superset/pull/29895) fix(PivotTable): Pass string only to safeHtmlSpan (@geido)
+- [#29864](https://github.com/apache/superset/pull/29864) fix: mypy issue on py3.9 + prevent similar issues (@mistercrunch)
+- [#29861](https://github.com/apache/superset/pull/29861) fix: mypy fails related to simplejson.dumps (@mistercrunch)
+- [#24411](https://github.com/apache/superset/pull/24411) fix(docs): update timescale.png (@mathisve)
+- [#29851](https://github.com/apache/superset/pull/29851) fix: Add missing icons (@kgabryje)
+- [#29591](https://github.com/apache/superset/pull/29591) fix: machine auth for GAQ enabled deployments (@harshit2283)
+- [#29798](https://github.com/apache/superset/pull/29798) fix: set default timezone to UTC for cron timezone conversions (@danielli-ziprecruiter)
+- [#28796](https://github.com/apache/superset/pull/28796) fix(list/chart views): Chart Properties modal now has transitions (@rusackas)
+- [#29688](https://github.com/apache/superset/pull/29688) fix(ci): release process for labeling PRs (@mistercrunch)
+- [#29779](https://github.com/apache/superset/pull/29779) fix: remove --no-optional from docker-compose build (@mistercrunch)
+
+**Others**
+
+- [#33745](https://github.com/apache/superset/pull/33745) build: update Dockerfile to 3.11.13-slim-bookworm (@gpchandran)
+- [#33612](https://github.com/apache/superset/pull/33612) chore: update Dockerfile - Upgrade to 3.11.12 (@gpchandran)
+- [#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])
+- [#32239](https://github.com/apache/superset/pull/32239) docs: adding notes about using uv instead of raw pip (@mistercrunch)
+- [#32221](https://github.com/apache/superset/pull/32221) chore(ci): fix ephemeral env null issue number (v2) (@dpgaspar)
+- [#32220](https://github.com/apache/superset/pull/32220) chore(ci): fix ephemeral env null issue number (@dpgaspar)
+- [#32030](https://github.com/apache/superset/pull/32030) chore(timeseries charts): adjust legend width by padding (@eschutho)
+- [#32062](https://github.com/apache/superset/pull/32062) chore: Re-enable asnyc event API tests (@Vitor-Avila)
+- [#32004](https://github.com/apache/superset/pull/32004) refactor(Radio): Upgrade Radio Component to Ant Design 5 (@EnxDev)
+- [#32054](https://github.com/apache/superset/pull/32054) chore: Add more database-related tests (follow up to #31948) (@Vitor-Avila)
+- [#31811](https://github.com/apache/superset/pull/31811) chore(Network Errors): Update network errors on filter bars and charts (@msyavuz)
+- [#31794](https://github.com/apache/superset/pull/31794) chore: Removing DASHBOARD_CROSS_FILTERS flag and all that comes with it. (@rusackas)
+- [#32013](https://github.com/apache/superset/pull/32013) chore: add UPDATING note for CSV_UPLOAD_MAX_SIZE removal (@dpgaspar)
+- [#31961](https://github.com/apache/superset/pull/31961) refactor: Upgrade to React 17 (@kgabryje)
+- [#32007](https://github.com/apache/superset/pull/32007) chore(fe): correct typing for sheetsColumnNames (@hainenber)
+- [#32000](https://github.com/apache/superset/pull/32000) refactor: Remove CSV upload size limit and related validation (@sha174n)
+- [#31421](https://github.com/apache/superset/pull/31421) refactor(Shared_url_query): Fix shared query URL access for SQL Lab users. (@LevisNgigi)
+- [#31980](https://github.com/apache/superset/pull/31980) chore: Add FYND to INTHEWILD.md (@darpanjain07)
+- [#31976](https://github.com/apache/superset/pull/31976) refactor: Removes the legacy dataset editor (@michael-s-molina)
+- [#31858](https://github.com/apache/superset/pull/31858) chore: refactor Alert-related components (@mistercrunch)
+- [#31547](https://github.com/apache/superset/pull/31547) chore(deps): bump react-transition-group and @types/react-transition-group in /superset-frontend (@dependabot[bot])
+- [#31963](https://github.com/apache/superset/pull/31963) chore(build): enforce eslint rule banning antd imports outside of core Superset components (@rusackas)
+- [#31965](https://github.com/apache/superset/pull/31965) chore: fix `tsc` errors (@hainenber)
+- [#31860](https://github.com/apache/superset/pull/31860) chore: Empty state refactor (@mistercrunch)
+- [#31844](https://github.com/apache/superset/pull/31844) chore: replace selenium user with fixed user (@villebro)
+- [#31943](https://github.com/apache/superset/pull/31943) refactor: Removes legacy dashboard endpoints (@michael-s-molina)
+- [#31942](https://github.com/apache/superset/pull/31942) refactor: Removes legacy CSS template endpoint (@michael-s-molina)
+- [#31819](https://github.com/apache/superset/pull/31819) chore(fe): migrate 6 Enzyme-based unit tests to RTL (@hainenber)
+- [#31947](https://github.com/apache/superset/pull/31947) chore: bump FAB to 4.5.3 (@dpgaspar)
+- [#30284](https://github.com/apache/superset/pull/30284) chore(GAQ): Remove GLOBAL_ASYNC_QUERIES_REDIS_CONFIG (@nsivarajan)
+- [#31926](https://github.com/apache/superset/pull/31926) chore: cypress set up tweaks (@mistercrunch)
+- [#31905](https://github.com/apache/superset/pull/31905) chore: Reduces the form_data_key length (@michael-s-molina)
+- [#31460](https://github.com/apache/superset/pull/31460) docs: Removed mentioning of .env-non-dev in docker/README.md (@nikelborm)
+- [#31907](https://github.com/apache/superset/pull/31907) chore: replace Lodash usage with native JS implementation (@hainenber)
+- [#31699](https://github.com/apache/superset/pull/31699) refactor(Menu): Upgrade Menu Component to Ant Design 5 (@geido)
+- [#31908](https://github.com/apache/superset/pull/31908) chore(fe): dev deps cleanup (@hainenber)
+- [#31916](https://github.com/apache/superset/pull/31916) docs: clarify port configuration for Cypress (@mistercrunch)
+- [#29163](https://github.com/apache/superset/pull/29163) refactor(sqllab): migrate share queries via kv by permalink (@justinpark)
+- [#29121](https://github.com/apache/superset/pull/29121) perf(dashboard): dashboard list endpoint returning large and unnecessary data (@Always-prog)
+- [#31894](https://github.com/apache/superset/pull/31894) chore(config): Deprecating Domain Sharding (@rusackas)
+- [#31795](https://github.com/apache/superset/pull/31795) chore: Re-enable skipped tests (@michael-s-molina)
+- [#31875](https://github.com/apache/superset/pull/31875) chore: add a disable for pylint (@betodealmeida)
+- [#31874](https://github.com/apache/superset/pull/31874) docs: add a note about accessing the dev env's postgres database (@mistercrunch)
+- [#31845](https://github.com/apache/superset/pull/31845) chore: add eslint to pre-commit hooks (@mistercrunch)
+- [#31847](https://github.com/apache/superset/pull/31847) chore(ci): auto delete branches on merge (@rusackas)
+- [#31846](https://github.com/apache/superset/pull/31846) chore: properly import expect from chai in cypress-base/cypress/support/e2e.ts (@mistercrunch)
+- [#31831](https://github.com/apache/superset/pull/31831) chore: bump @ant-design/icons to fix fill-rule console warning (@mistercrunch)
+- [#31503](https://github.com/apache/superset/pull/31503) chore: python version to 3.11 (while supporting 3.10) (@mistercrunch)
+- [#31761](https://github.com/apache/superset/pull/31761) build(eslint): disabling wildcard imports with eslint (@rusackas)
+- [#25933](https://github.com/apache/superset/pull/25933) chore(deps): bump selenium 4.14.0+ (@gnought)
+- [#31820](https://github.com/apache/superset/pull/31820) chore(tests): Changing the logic for an intermittent tag test (@Vitor-Avila)
+- [#31631](https://github.com/apache/superset/pull/31631) refactor(bulk_select): Fix bulk select tagging issues for users (@LevisNgigi)
+- [#31019](https://github.com/apache/superset/pull/31019) refactor(date picker): Migrate Date Picker to Ant Design 5 (@msyavuz)
+- [#31787](https://github.com/apache/superset/pull/31787) docs: improve dev python environment install (@sha174n)
+- [#31797](https://github.com/apache/superset/pull/31797) chore: adding Antonio as a helm codeowner (@eschutho)
+- [#31452](https://github.com/apache/superset/pull/31452) refactor(dashboard): Migrate ResizableContainer to TypeScript and functional component (@EnxDev)
+- [#31791](https://github.com/apache/superset/pull/31791) chore: Skips integration tests affected by legacy charts removal (@michael-s-molina)
+- [#31661](https://github.com/apache/superset/pull/31661) build(deps-dev): bump css-loader from 6.8.1 to 7.1.2 in /superset-frontend (@dependabot[bot])
+- [#31668](https://github.com/apache/superset/pull/31668) build(deps-dev): bump css-minimizer-webpack-plugin from 5.0.1 to 7.0.0 in /superset-frontend (@dependabot[bot])
+- [#31754](https://github.com/apache/superset/pull/31754) refactor: Removes Apply to all panels filters scope configuration (@michael-s-molina)
+- [#31623](https://github.com/apache/superset/pull/31623) refactor(Button): Upgrade Button component to Antd5 (@alexandrusoare)
+- [#31756](https://github.com/apache/superset/pull/31756) docs: add Remita to list (@mujibishola)
+- [#31750](https://github.com/apache/superset/pull/31750) docs: add cover genius to the user list (@US579)
+- [#31412](https://github.com/apache/superset/pull/31412) chore(ff): deprecating `DRILL_TO_DETAIL` feature flag to launch it prime-time (@rusackas)
+- [#31718](https://github.com/apache/superset/pull/31718) refactor(Steps): Migrate Steps to Ant Design 5 (@msyavuz)
+- [#31537](https://github.com/apache/superset/pull/31537) chore(deps): bump react-virtualized-auto-sizer from 1.0.24 to 1.0.25 in /superset-frontend (@dependabot[bot])
+- [#31552](https://github.com/apache/superset/pull/31552) chore(deps-dev): bump eslint-plugin-react-hooks from 4.6.0 to 4.6.2 in /superset-frontend (@dependabot[bot])
+- [#31545](https://github.com/apache/superset/pull/31545) chore(deps-dev): bump webpack from 5.94.0 to 5.97.1 in /superset-frontend (@dependabot[bot])
+- [#31551](https://github.com/apache/superset/pull/31551) chore(deps-dev): bump eslint-plugin-cypress from 3.5.0 to 3.6.0 in /superset-frontend (@dependabot[bot])
+- [#31559](https://github.com/apache/superset/pull/31559) chore(deps): bump abortcontroller-polyfill from 1.7.5 to 1.7.8 in /superset-frontend (@dependabot[bot])
+- [#31653](https://github.com/apache/superset/pull/31653) build(deps): update @emotion/cache requirement from ^11.4.0 to ^11.14.0 in /superset-frontend/packages/superset-ui-demo (@dependabot[bot])
+- [#31664](https://github.com/apache/superset/pull/31664) build(deps): bump markdown-to-jsx from 7.4.7 to 7.7.2 in /superset-frontend (@dependabot[bot])
+- [#31665](https://github.com/apache/superset/pull/31665) build(deps): bump html-webpack-plugin from 5.6.0 to 5.6.3 in /superset-frontend (@dependabot[bot])
+- [#31666](https://github.com/apache/superset/pull/31666) build(deps-dev): bump @emotion/babel-plugin from 11.12.0 to 11.13.5 in /superset-frontend (@dependabot[bot])
+- [#31667](https://github.com/apache/superset/pull/31667) build(deps-dev): bump jsdom from 24.1.1 to 25.0.1 in /superset-frontend (@dependabot[bot])
+- [#31685](https://github.com/apache/superset/pull/31685) build(deps): bump jinja2 from 3.1.4 to 3.1.5 in /superset/translations (@dependabot[bot])
+- [#31622](https://github.com/apache/superset/pull/31622) chore: replace `imp` built-in module usage for future Python3.12 usage (@hainenber)
+- [#31712](https://github.com/apache/superset/pull/31712) chore(fe/sec): resolve High CVE-2024-21538 and Moderate CVE-2024-55565 by bumping `nanoid` and `cross-spawn` (@hainenber)
+- [#31627](https://github.com/apache/superset/pull/31627) chore(helm): bump helm on CI to latest version (@villebro)
+- [#31701](https://github.com/apache/superset/pull/31701) chore: add helm code owners (@villebro)
+- [#31691](https://github.com/apache/superset/pull/31691) docs: add Open edX to users list (@pomegranited)
+- [#31693](https://github.com/apache/superset/pull/31693) refactor(space): Migrate Space to Ant Design 5 (@msyavuz)
+- [#31530](https://github.com/apache/superset/pull/31530) chore(deps-dev): bump eslint from 9.14.0 to 9.17.0 in /superset-websocket (@dependabot[bot])
+- [#31670](https://github.com/apache/superset/pull/31670) build(deps): update echarts requirement from ^5.4.1 to ^5.6.0 in /superset-frontend/plugins/plugin-chart-echarts (@dependabot[bot])
+- [#31652](https://github.com/apache/superset/pull/31652) build(deps): update chalk requirement from ^5.4.0 to ^5.4.1 in /superset-frontend/packages/generator-superset (@dependabot[bot])
+- [#31655](https://github.com/apache/superset/pull/31655) build(deps): bump core-js from 3.38.1 to 3.39.0 in /superset-frontend/packages/superset-ui-demo (@dependabot[bot])
+- [#31656](https://github.com/apache/superset/pull/31656) build(deps): bump antd from 5.22.5 to 5.22.7 in /docs (@dependabot[bot])
+- [#31657](https://github.com/apache/superset/pull/31657) build(deps-dev): update @babel/core requirement from ^7.23.9 to ^7.26.0 in /superset-frontend/packages/superset-ui-demo (@dependabot[bot])
+- [#31658](https://github.com/apache/superset/pull/31658) build(deps): update @emotion/react requirement from ^11.13.3 to ^11.14.0 in /superset-frontend/packages/superset-ui-demo (@dependabot[bot])
+- [#31662](https://github.com/apache/superset/pull/31662) build(deps-dev): bump @types/node from 22.7.4 to 22.10.3 in /superset-websocket (@dependabot[bot])
+- [#31663](https://github.com/apache/superset/pull/31663) build(deps-dev): bump typescript-eslint from 8.12.2 to 8.19.0 in /superset-websocket (@dependabot[bot])
+- [#31672](https://github.com/apache/superset/pull/31672) build(deps-dev): update @types/node requirement from ^22.5.4 to ^22.10.3 in /superset-frontend/packages/superset-ui-core (@dependabot[bot])
+- [#31633](https://github.com/apache/superset/pull/31633) refactor(empty): Migrate Empty component to Ant Design 5 (@msyavuz)
+- [#31607](https://github.com/apache/superset/pull/31607) refactor(Divider): Migrate Divider to Ant Design 5 (@msyavuz)
+- [#31310](https://github.com/apache/superset/pull/31310) refactor(moment): Replace Moment.js with DayJs (@msyavuz)
+- [#30778](https://github.com/apache/superset/pull/30778) build(deps-dev): update @types/jest requirement from ^29.5.12 to ^29.5.14 in /superset-frontend/plugins/plugin-chart-handlebars (@dependabot[bot])
+- [#31526](https://github.com/apache/superset/pull/31526) chore(deps): bump hot-shots from 10.0.0 to 10.2.1 in /superset-websocket (@dependabot[bot])
+- [#31538](https://github.com/apache/superset/pull/31538) chore(deps-dev): update @babel/preset-react requirement from ^7.23.3 to ^7.26.3 in /superset-frontend/packages/superset-ui-demo (@dependabot[bot])
+- [#31217](https://github.com/apache/superset/pull/31217) chore(deps-dev): bump eslint-plugin-jest-dom from 3.6.5 to 5.5.0 in /superset-frontend (@dependabot[bot])
+- [#31541](https://github.com/apache/superset/pull/31541) chore(deps): bump antd from 5.22.2 to 5.22.5 in /docs (@dependabot[bot])
+- [#31536](https://github.com/apache/superset/pull/31536) chore(deps): bump prism-react-renderer from 2.4.0 to 2.4.1 in /docs (@dependabot[bot])
+- [#30322](https://github.com/apache/superset/pull/30322) build(deps): bump find-my-way and @applitools/eyes-cypress in /superset-frontend/cypress-base (@dependabot[bot])
+- [#30789](https://github.com/apache/superset/pull/30789) build(deps-dev): update @types/lodash requirement from ^4.17.7 to ^4.17.13 in /superset-frontend/packages/superset-ui-core (@dependabot[bot])
+- [#31523](https://github.com/apache/superset/pull/31523) chore(deps-dev): bump @types/lodash from 4.17.7 to 4.17.13 in /superset-websocket (@dependabot[bot])
+- [#31546](https://github.com/apache/superset/pull/31546) chore(deps-dev): bump @types/rison from 0.0.9 to 0.1.0 in /superset-frontend (@dependabot[bot])
+- [#31557](https://github.com/apache/superset/pull/31557) chore(deps): bump react-reverse-portal from 2.1.1 to 2.1.2 in /superset-frontend (@dependabot[bot])
+- [#31577](https://github.com/apache/superset/pull/31577) docs: add Virtuoso QA to users list (@shubham-rohatgi)
+- [#31520](https://github.com/apache/superset/pull/31520) chore(deps): bump debug from 4.3.7 to 4.4.0 in /superset-websocket/utils/client-ws-app (@dependabot[bot])
+- [#30474](https://github.com/apache/superset/pull/30474) build(deps-dev): bump thread-loader from 4.0.2 to 4.0.4 in /superset-frontend (@dependabot[bot])
+- [#30085](https://github.com/apache/superset/pull/30085) build(deps): bump gh-pages from 5.0.0 to 6.1.1 in /superset-frontend/packages/superset-ui-demo (@dependabot[bot])
+- [#31558](https://github.com/apache/superset/pull/31558) chore(deps-dev): bump eslint-import-resolver-typescript from 3.6.3 to 3.7.0 in /superset-frontend (@dependabot[bot])
+- [#31521](https://github.com/apache/superset/pull/31521) chore(deps-dev): bump prettier from 3.3.3 to 3.4.2 in /superset-websocket (@dependabot[bot])
+- [#30785](https://github.com/apache/superset/pull/30785) build(deps-dev): update @types/underscore requirement from ^1.11.15 to ^1.13.0 in /superset-frontend/plugins/legacy-preset-chart-deckgl (@dependabot[bot])
+- [#30779](https://github.com/apache/superset/pull/30779) build(deps-dev): update @types/lodash requirement from ^4.17.7 to ^4.17.13 in /superset-frontend/plugins/plugin-chart-handlebars (@dependabot[bot])
+- [#31539](https://github.com/apache/superset/pull/31539) chore(deps-dev): bump webpack from 5.96.1 to 5.97.1 in /docs (@dependabot[bot])
+- [#31540](https://github.com/apache/superset/pull/31540) chore(deps): bump @algolia/client-search from 5.15.0 to 5.18.0 in /docs (@dependabot[bot])
+- [#27809](https://github.com/apache/superset/pull/27809) build(deps): bump @math.gl/web-mercator from 3.6.3 to 4.0.1 in /superset-frontend/plugins/legacy-preset-chart-deckgl (@dependabot[bot])
+- [#31529](https://github.com/apache/superset/pull/31529) chore(deps): update @deck.gl/aggregation-layers requirement from ^9.0.37 to ^9.0.38 in /superset-frontend/plugins/legacy-preset-chart-deckgl (@dependabot[bot])
+- [#31572](https://github.com/apache/superset/pull/31572) chore(deps): bump gh-pages from 5.0.0 to 6.2.0 in /superset-frontend/packages/superset-ui-demo (@dependabot[bot])
+- [#30458](https://github.com/apache/superset/pull/30458) build(deps): bump @types/d3-format from 1.4.5 to 3.0.4 in /superset-frontend/packages/superset-ui-core (@dependabot[bot])
+- [#31542](https://github.com/apache/superset/pull/31542) chore(deps): bump @docsearch/react from 3.6.3 to 3.8.2 in /docs (@dependabot[bot])
+- [#31225](https://github.com/apache/superset/pull/31225) chore(deps-dev): bump typescript from 4.9.5 to 5.7.2 in /superset-frontend/packages/superset-ui-demo (@dependabot[bot])
+- [#31388](https://github.com/apache/superset/pull/31388) chore(deps): update dompurify requirement from ^3.1.3 to ^3.2.3 in /superset-frontend/plugins/legacy-preset-chart-nvd3 (@dependabot[bot])
+- [#31543](https://github.com/apache/superset/pull/31543) chore(deps): bump @storybook/types from 8.1.11 to 8.4.7 in /superset-frontend/packages/superset-ui-demo (@dependabot[bot])
+- [#31533](https://github.com/apache/superset/pull/31533) chore(deps): update chalk requirement from ^5.3.0 to ^5.4.0 in /superset-frontend/packages/generator-superset (@dependabot[bot])
+- [#31532](https://github.com/apache/superset/pull/31532) chore(deps-dev): update @types/d3-time requirement from ^3.0.3 to ^3.0.4 in /superset-frontend/packages/superset-ui-core (@dependabot[bot])
+- [#31531](https://github.com/apache/superset/pull/31531) chore(deps): update yeoman-generator requirement from ^7.3.2 to ^7.4.0 in /superset-frontend/packages/generator-superset (@dependabot[bot])
+- [#31525](https://github.com/apache/superset/pull/31525) chore(deps): update @deck.gl/layers requirement from ^9.0.37 to ^9.0.38 in /superset-frontend/plugins/legacy-preset-chart-deckgl (@dependabot[bot])
+- [#31524](https://github.com/apache/superset/pull/31524) chore(deps-dev): update @babel/types requirement from ^7.25.6 to ^7.26.3 in /superset-frontend/plugins/plugin-chart-pivot-table (@dependabot[bot])
+- [#31389](https://github.com/apache/superset/pull/31389) chore(deps): update @emotion/styled requirement from ^11.3.0 to ^11.14.0 in /superset-frontend/packages/superset-ui-demo (@dependabot[bot])
+- [#31519](https://github.com/apache/superset/pull/31519) chore: remove dependency on func_timeout because LGPL (@mistercrunch)
+- [#31517](https://github.com/apache/superset/pull/31517) chore: update browser list (@mistercrunch)
+- [#31420](https://github.com/apache/superset/pull/31420) refactor(Modal): Upgrade Modal component to Antd5 (@alexandrusoare)
+- [#31511](https://github.com/apache/superset/pull/31511) chore: rename `apply_post_process` (@betodealmeida)
+- [#31390](https://github.com/apache/superset/pull/31390) chore(gha): bump ubuntu to latest fresh release (@mistercrunch)
+- [#31313](https://github.com/apache/superset/pull/31313) chore: deprecate pip-compile-multi in favor or uv (@mistercrunch)
+- [#31515](https://github.com/apache/superset/pull/31515) chore: deprecate fossa in favor of liccheck to validate python licenses (@mistercrunch)
+- [#31501](https://github.com/apache/superset/pull/31501) chore(code owners): Update CODEOWNERS file to remove a couple inactive contributors (@rusackas)
+- [#31496](https://github.com/apache/superset/pull/31496) docs: Update new user for Careem to user's list (@samraHanif0340)
+- [#31451](https://github.com/apache/superset/pull/31451) chore: remove numba and llvmlite deps as they are large and we don't use them (@mistercrunch)
+- [#30605](https://github.com/apache/superset/pull/30605) chore(translations): German translation update (@gerbermichi)
+- [#31262](https://github.com/apache/superset/pull/31262) chore: deprecate `pylint` in favor of `ruff` (@mistercrunch)
+- [#31422](https://github.com/apache/superset/pull/31422) docs: CVEs fixed on 4.1.0 v2 (@dpgaspar)
+- [#31268](https://github.com/apache/superset/pull/31268) refactor: Migrate AdhocFilterEditPopoverSqlTabContent to TypeScript (@EnxDev)
+- [#30196](https://github.com/apache/superset/pull/30196) build(packages): npm build/publish improvements. Making packages publishable again. (@rusackas)
+- [#31378](https://github.com/apache/superset/pull/31378) chore(deps): bump nanoid from 3.3.7 to 3.3.8 in /docs (@dependabot[bot])
+- [#31381](https://github.com/apache/superset/pull/31381) chore(embedded sdk): bump sdk version number (@rusackas)
+- [#31380](https://github.com/apache/superset/pull/31380) chore(embedded sdk): bumping dependencies (@rusackas)
+- [#31362](https://github.com/apache/superset/pull/31362) chore(deps): bump nanoid from 5.0.7 to 5.0.9 in /superset-frontend/cypress-base (@dependabot[bot])
+- [#31209](https://github.com/apache/superset/pull/31209) chore(deps): bump antd from 5.21.6 to 5.22.2 in /docs (@dependabot[bot])
+- [#31219](https://github.com/apache/superset/pull/31219) chore(deps-dev): bump esbuild from 0.20.0 to 0.24.0 in /superset-frontend (@dependabot[bot])
+- [#31314](https://github.com/apache/superset/pull/31314) chore(deps): bump path-to-regexp and express in /superset-websocket/utils/client-ws-app (@dependabot[bot])
+- [#31220](https://github.com/apache/superset/pull/31220) chore(deps): bump winston from 3.15.0 to 3.17.0 in /superset-websocket (@dependabot[bot])
+- [#31218](https://github.com/apache/superset/pull/31218) chore(deps-dev): bump @babel/eslint-parser from 7.23.10 to 7.25.9 in /superset-frontend (@dependabot[bot])
+- [#31222](https://github.com/apache/superset/pull/31222) chore(deps-dev): bump @eslint/js from 9.14.0 to 9.16.0 in /superset-websocket (@dependabot[bot])
+- [#31352](https://github.com/apache/superset/pull/31352) docs: CVEs fixed on 4.1.0 (@dpgaspar)
+- [#31168](https://github.com/apache/superset/pull/31168) refactor(Alert): Migrate Alert component to Ant Design V5 (@LevisNgigi)
+- [#31290](https://github.com/apache/superset/pull/31290) chore(FilterBar): move the "Add/edit filters" button in the FilterBar to the settings menu (@alexandrusoare)
+- [#31312](https://github.com/apache/superset/pull/31312) refactor(Name_column): Make 'Name' column of Saved Query page into links (@LevisNgigi)
+- [#31203](https://github.com/apache/superset/pull/31203) chore(deps): bump deck.gl from 9.0.34 to 9.0.36 in /superset-frontend/plugins/legacy-preset-chart-deckgl (@dependabot[bot])
+- [#31275](https://github.com/apache/superset/pull/31275) chore: relax greenlet requirements (@sadpandajoe)
+- [#31205](https://github.com/apache/superset/pull/31205) chore(deps-dev): bump typescript from 5.6.3 to 5.7.2 in /docs (@dependabot[bot])
+- [#31207](https://github.com/apache/superset/pull/31207) chore(deps): bump @algolia/client-search from 5.12.0 to 5.15.0 in /docs (@dependabot[bot])
+- [#31208](https://github.com/apache/superset/pull/31208) chore(deps): bump less from 4.2.0 to 4.2.1 in /docs (@dependabot[bot])
+- [#31204](https://github.com/apache/superset/pull/31204) chore(deps-dev): bump @docusaurus/tsconfig from 3.5.2 to 3.6.3 in /docs (@dependabot[bot])
+- [#31206](https://github.com/apache/superset/pull/31206) chore(deps): bump swagger-ui-react from 5.17.14 to 5.18.2 in /docs (@dependabot[bot])
+- [#31224](https://github.com/apache/superset/pull/31224) chore(deps-dev): bump @types/jest from 29.5.12 to 29.5.14 in /superset-websocket (@dependabot[bot])
+- [#31228](https://github.com/apache/superset/pull/31228) chore(deps): bump @types/react-table from 7.7.19 to 7.7.20 in /superset-frontend (@dependabot[bot])
+- [#31210](https://github.com/apache/superset/pull/31210) chore(deps-dev): bump @docusaurus/module-type-aliases from 3.5.2 to 3.6.3 in /docs (@dependabot[bot])
+- [#31213](https://github.com/apache/superset/pull/31213) chore(deps): bump @ant-design/icons from 5.5.1 to 5.5.2 in /docs (@dependabot[bot])
+- [#31230](https://github.com/apache/superset/pull/31230) chore(deps): bump @scarf/scarf from 1.3.0 to 1.4.0 in /superset-frontend (@dependabot[bot])
+- [#31259](https://github.com/apache/superset/pull/31259) chore(bug report template): bump Superset versions to reflect 4.1.1 release (@sfirke)
+- [#31231](https://github.com/apache/superset/pull/31231) chore(deps): bump re-resizable from 6.10.0 to 6.10.1 in /superset-frontend (@dependabot[bot])
+- [#31270](https://github.com/apache/superset/pull/31270) refactor: Split SliceHeaderControls into smaller files (@kgabryje)
+- [#30864](https://github.com/apache/superset/pull/30864) docs: adapt docs to suggest 'docker compose up --build' (@mistercrunch)
+- [#31034](https://github.com/apache/superset/pull/31034) chore: simplify Dockerfile package install calls with bash wrappers (@mistercrunch)
+- [#31214](https://github.com/apache/superset/pull/31214) chore(deps): bump codecov/codecov-action from 4 to 5 (@dependabot[bot])
+- [#31250](https://github.com/apache/superset/pull/31250) chore(🦾): bump python flask-migrate subpackage(s) (@github-actions[bot])
+- [#31249](https://github.com/apache/superset/pull/31249) chore(🦾): bump python nh3 0.2.18 -> 0.2.19 (@github-actions[bot])
+- [#31253](https://github.com/apache/superset/pull/31253) chore(🦾): bump python pyjwt 2.10.0 -> 2.10.1 (@github-actions[bot])
+- [#31254](https://github.com/apache/superset/pull/31254) chore: pin greenlet in base dependencies (@mistercrunch)
+- [#31186](https://github.com/apache/superset/pull/31186) docs(contributing): how to nuke the docker-compose postgres (@mistercrunch)
+- [#31244](https://github.com/apache/superset/pull/31244) perf: Optimize DashboardPage and SyncDashboardState (@kgabryje)
+- [#31243](https://github.com/apache/superset/pull/31243) perf: Optimize native filters and cross filters (@kgabryje)
+- [#31240](https://github.com/apache/superset/pull/31240) perf: Optimize dashboard grid components (@kgabryje)
+- [#31242](https://github.com/apache/superset/pull/31242) perf: Optimize Dashboard components (@kgabryje)
+- [#31241](https://github.com/apache/superset/pull/31241) perf: Optimize dashboard chart-related components (@kgabryje)
+- [#31182](https://github.com/apache/superset/pull/31182) chore(Tooltip): Upgrade Tooltip to Ant Design 5 (@alexandrusoare)
+- [#31193](https://github.com/apache/superset/pull/31193) refactor: Creates the VizType enum (@michael-s-molina)
+- [#31165](https://github.com/apache/superset/pull/31165) docs: update slack alert instructions to work with V2 slack API (@PJDuszynski)
+- [#28461](https://github.com/apache/superset/pull/28461) chore(🦾): bump python sqlglot 23.6.3 -> 23.15.8 (@github-actions[bot])
+- [#31171](https://github.com/apache/superset/pull/31171) chore(🦾): bump python pyparsing 3.1.2 -> 3.2.0 (@github-actions[bot])
+- [#31170](https://github.com/apache/superset/pull/31170) chore(deps): cap async_timeout<5.0.0 (@mistercrunch)
+- [#31032](https://github.com/apache/superset/pull/31032) refactor: remove more sqlparse (@betodealmeida)
+- [#31126](https://github.com/apache/superset/pull/31126) chore(🦾): bump python importlib-metadata 7.1.0 -> 8.5.0 (@github-actions[bot])
+- [#29382](https://github.com/apache/superset/pull/29382) chore: deprecate tox in favor of act (@mistercrunch)
+- [#31109](https://github.com/apache/superset/pull/31109) chore(🦾): bump python billiard 4.2.0 -> 4.2.1 (@github-actions[bot])
+- [#31138](https://github.com/apache/superset/pull/31138) chore(🦾): bump python flask-limiter 3.7.0 -> 3.8.0 (@github-actions[bot])
+- [#31140](https://github.com/apache/superset/pull/31140) chore(🦾): bump python mako 1.3.5 -> 1.3.6 (@github-actions[bot])
+- [#31127](https://github.com/apache/superset/pull/31127) chore(🦾): bump python celery subpackage(s) (@github-actions[bot])
+- [#31128](https://github.com/apache/superset/pull/31128) chore(🦾): bump python humanize 4.9.0 -> 4.11.0 (@github-actions[bot])
+- [#31129](https://github.com/apache/superset/pull/31129) chore(🦾): bump python simplejson 3.19.2 -> 3.19.3 (@github-actions[bot])
+- [#31130](https://github.com/apache/superset/pull/31130) chore(🦾): bump python numexpr 2.10.1 -> 2.10.2 (@github-actions[bot])
+- [#31132](https://github.com/apache/superset/pull/31132) chore(🦾): bump python slack-sdk 3.27.2 -> 3.33.4 (@github-actions[bot])
+- [#31133](https://github.com/apache/superset/pull/31133) chore(🦾): bump python pyopenssl 24.1.0 -> 24.2.1 (@github-actions[bot])
+- [#31135](https://github.com/apache/superset/pull/31135) chore(🦾): bump python dnspython 2.6.1 -> 2.7.0 (@github-actions[bot])
+- [#31136](https://github.com/apache/superset/pull/31136) chore(🦾): bump python zstandard 0.22.0 -> 0.23.0 (@github-actions[bot])
+- [#31137](https://github.com/apache/superset/pull/31137) chore(🦾): bump python limits 3.12.0 -> 3.13.0 (@github-actions[bot])
+- [#31139](https://github.com/apache/superset/pull/31139) chore(🦾): bump python flask-jwt-extended 4.6.0 -> 4.7.1 (@github-actions[bot])
+- [#31125](https://github.com/apache/superset/pull/31125) chore(🦾): bump python gunicorn 22.0.0 -> 23.0.0 (@github-actions[bot])
+- [#31124](https://github.com/apache/superset/pull/31124) chore(🦾): bump python zipp 3.19.0 -> 3.21.0 (@github-actions[bot])
+- [#31123](https://github.com/apache/superset/pull/31123) chore(🦾): bump python flask-compress 1.15 -> 1.17 (@github-actions[bot])
+- [#31108](https://github.com/apache/superset/pull/31108) chore(🦾): bump python dill 0.3.8 -> 0.3.9 (@github-actions[bot])
+- [#31116](https://github.com/apache/superset/pull/31116) chore(🦾): bump python email-validator 2.1.1 -> 2.2.0 (@github-actions[bot])
+- [#31153](https://github.com/apache/superset/pull/31153) chore(asf): add `gh-pages` to protected branches (@rusackas)
+- [#31122](https://github.com/apache/superset/pull/31122) chore(🦾): bump python async-timeout 4.0.3 -> 5.0.1 (@github-actions[bot])
+- [#31121](https://github.com/apache/superset/pull/31121) chore(🦾): bump python prompt-toolkit 3.0.44 -> 3.0.48 (@github-actions[bot])
+- [#31119](https://github.com/apache/superset/pull/31119) chore(🦾): bump python sqlparse 0.5.0 -> 0.5.2 (@github-actions[bot])
+- [#30963](https://github.com/apache/superset/pull/30963) refactor(List): Upgrade List from antdesign4 to antdesign5 (@alexandrusoare)
+- [#31113](https://github.com/apache/superset/pull/31113) chore(🦾): bump python mysqlclient 2.2.4 -> 2.2.6 (@github-actions[bot])
+- [#31114](https://github.com/apache/superset/pull/31114) chore(🦾): bump python grpcio-status subpackage(s) (@github-actions[bot])
+- [#31112](https://github.com/apache/superset/pull/31112) chore(🦾): bump python cycler 0.11.0 -> 0.12.1 (@github-actions[bot])
+- [#31091](https://github.com/apache/superset/pull/31091) chore(🦾): bump python croniter 2.0.5 -> 5.0.1 (@github-actions[bot])
+- [#31107](https://github.com/apache/superset/pull/31107) chore(🦾): bump python google-auth 2.29.0 -> 2.36.0 (@github-actions[bot])
+- [#31106](https://github.com/apache/superset/pull/31106) chore(🦾): bump python psutil 6.0.0 -> 6.1.0 (@github-actions[bot])
+- [#31105](https://github.com/apache/superset/pull/31105) chore(🦾): bump python dnspython 2.6.1 -> 2.7.0 (@github-actions[bot])
+- [#31102](https://github.com/apache/superset/pull/31102) chore(🦾): bump python markdown 3.6 -> 3.7 (@github-actions[bot])
+- [#31101](https://github.com/apache/superset/pull/31101) chore(🦾): bump python pluggy 1.4.0 -> 1.5.0 (@github-actions[bot])
+- [#31100](https://github.com/apache/superset/pull/31100) chore(🦾): bump python sqloxide 0.1.43 -> 0.1.51 (@github-actions[bot])
+- [#31099](https://github.com/apache/superset/pull/31099) chore(🦾): bump python wheel 0.43.0 -> 0.45.1 (@github-actions[bot])
+- [#31098](https://github.com/apache/superset/pull/31098) chore(🦾): bump python pyproject-api 1.6.1 -> 1.8.0 (@github-actions[bot])
+- [#31096](https://github.com/apache/superset/pull/31096) chore(🦾): bump python pytest-cov 5.0.0 -> 6.0.0 (@github-actions[bot])
+- [#31094](https://github.com/apache/superset/pull/31094) chore(🦾): bump python chardet 5.1.0 -> 5.2.0 (@github-actions[bot])
+- [#31093](https://github.com/apache/superset/pull/31093) chore(🦾): bump python jsonpath-ng 1.6.1 -> 1.7.0 (@github-actions[bot])
+- [#31092](https://github.com/apache/superset/pull/31092) chore(🦾): bump python sshtunnel subpackage(s) (@github-actions[bot])
+- [#31097](https://github.com/apache/superset/pull/31097) chore(🦾): bump python mako 1.3.5 -> 1.3.6 (@github-actions[bot])
+- [#31090](https://github.com/apache/superset/pull/31090) chore(🦾): bump python tomlkit 0.12.5 -> 0.13.2 (@github-actions[bot])
+- [#31087](https://github.com/apache/superset/pull/31087) chore(🦾): bump python isodate 0.6.1 -> 0.7.2 (@github-actions[bot])
+- [#31082](https://github.com/apache/superset/pull/31082) chore(🦾): bump python db-dtypes 1.2.0 -> 1.3.1 (@github-actions[bot])
+- [#31081](https://github.com/apache/superset/pull/31081) chore(🦾): bump python trino 0.328.0 -> 0.330.0 (@github-actions[bot])
+- [#31089](https://github.com/apache/superset/pull/31089) chore(🦾): bump python certifi 2024.2.2 -> 2024.8.30 (@github-actions[bot])
+- [#31088](https://github.com/apache/superset/pull/31088) chore(🦾): bump python pydata-google-auth 1.7.0 -> 1.9.0 (@github-actions[bot])
+- [#31086](https://github.com/apache/superset/pull/31086) chore(🦾): bump python pyproject-hooks 1.0.0 -> 1.2.0 (@github-actions[bot])
+- [#31085](https://github.com/apache/superset/pull/31085) chore(🦾): bump python sqlalchemy-bigquery 1.11.0 -> 1.12.0 (@github-actions[bot])
+- [#31084](https://github.com/apache/superset/pull/31084) chore(🦾): bump python kiwisolver 1.4.5 -> 1.4.7 (@github-actions[bot])
+- [#31083](https://github.com/apache/superset/pull/31083) chore(🦾): bump python coverage subpackage(s) (@github-actions[bot])
+- [#31077](https://github.com/apache/superset/pull/31077) chore(🦾): bump python cfgv 3.3.1 -> 3.4.0 (@github-actions[bot])
+- [#31075](https://github.com/apache/superset/pull/31075) chore(🦾): bump python fonttools 4.51.0 -> 4.55.0 (@github-actions[bot])
+- [#31076](https://github.com/apache/superset/pull/31076) chore(🦾): bump python pyasn1-modules 0.4.0 -> 0.4.1 (@github-actions[bot])
+- [#31079](https://github.com/apache/superset/pull/31079) chore(🦾): bump python pyhive subpackage(s) (@github-actions[bot])
+- [#31078](https://github.com/apache/superset/pull/31078) chore(🦾): bump python google-cloud-core 2.3.2 -> 2.4.1 (@github-actions[bot])
+- [#31048](https://github.com/apache/superset/pull/31048) chore(🦾): bump python sqlalchemy-utils subpackage(s) (@github-actions[bot])
+- [#31073](https://github.com/apache/superset/pull/31073) chore(🦾): bump python amqp 5.2.0 -> 5.3.1 (@github-actions[bot])
+- [#31071](https://github.com/apache/superset/pull/31071) chore(🦾): bump python cachetools 5.3.3 -> 5.5.0 (@github-actions[bot])
+- [#31074](https://github.com/apache/superset/pull/31074) chore(🦾): bump python kombu 5.3.7 -> 5.4.2 (@github-actions[bot])
+- [#31066](https://github.com/apache/superset/pull/31066) chore(🦾): bump python pyyaml 6.0.1 -> 6.0.2 (@github-actions[bot])
+- [#31068](https://github.com/apache/superset/pull/31068) chore(🦾): bump python tqdm 4.66.4 -> 4.67.1 (@github-actions[bot])
+- [#31069](https://github.com/apache/superset/pull/31069) chore(🦾): bump python proto-plus 1.22.2 -> 1.25.0 (@github-actions[bot])
+- [#31067](https://github.com/apache/superset/pull/31067) chore(🦾): bump python importlib-resources 6.4.0 -> 6.4.5 (@github-actions[bot])
+- [#31062](https://github.com/apache/superset/pull/31062) chore(🦾): bump python apispec subpackage(s) (@github-actions[bot])
+- [#31056](https://github.com/apache/superset/pull/31056) chore(🦾): bump python deprecated 1.2.14 -> 1.2.15 (@github-actions[bot])
+- [#31050](https://github.com/apache/superset/pull/31050) chore(🦾): bump python pre-commit 3.7.1 -> 4.0.1 (@github-actions[bot])
+- [#31064](https://github.com/apache/superset/pull/31064) chore(🦾): bump python charset-normalizer 3.3.2 -> 3.4.0 (@github-actions[bot])
+- [#31001](https://github.com/apache/superset/pull/31001) chore(🦾): bump python ruff 0.4.5 -> 0.8.0 (@github-actions[bot])
+- [#31049](https://github.com/apache/superset/pull/31049) chore(🦾): bump python googleapis-common-protos 1.63.0 -> 1.66.0 (@github-actions[bot])
+- [#31046](https://github.com/apache/superset/pull/31046) chore(🦾): bump python cron-descriptor 1.4.3 -> 1.4.5 (@github-actions[bot])
+- [#31052](https://github.com/apache/superset/pull/31052) chore(🦾): bump python flask-wtf 1.2.1 -> 1.2.2 (@github-actions[bot])
+- [#31044](https://github.com/apache/superset/pull/31044) docs: updated the install process in pypi.mdx (@Rkejji)
+- [#31054](https://github.com/apache/superset/pull/31054) chore(🦾): bump python nh3 0.2.17 -> 0.2.18 (@github-actions[bot])
+- [#31045](https://github.com/apache/superset/pull/31045) chore(🦾): bump python marshmallow 3.21.2 -> 3.23.1 (@github-actions[bot])
+- [#31041](https://github.com/apache/superset/pull/31041) chore(🦾): bump python idna 3.7 -> 3.10 (@github-actions[bot])
+- [#31042](https://github.com/apache/superset/pull/31042) chore(🦾): bump python pyjwt 2.8.0 -> 2.10.0 (@github-actions[bot])
+- [#31040](https://github.com/apache/superset/pull/31040) chore(🦾): bump python et-xmlfile 1.1.0 -> 2.0.0 & remove pyhive[hive] from requirements/development.in (@github-actions[bot])
+- [#30651](https://github.com/apache/superset/pull/30651) chore(legacy-plugin-chart-map-box): replace viewport-mercator-project with @math.gl/web-mercator (@birkskyum)
+- [#31004](https://github.com/apache/superset/pull/31004) chore(🦾): bump python pandas subpackage(s) (@github-actions[bot])
+- [#31030](https://github.com/apache/superset/pull/31030) chore: Cleanup code related to MetadataBar, fix types (@kgabryje)
+- [#31029](https://github.com/apache/superset/pull/31029) chore: Refactor dashboard header to func component (@kgabryje)
+- [#30998](https://github.com/apache/superset/pull/30998) chore(🦾): bump python cattrs 23.2.3 -> 24.1.2 (@github-actions[bot])
+- [#30867](https://github.com/apache/superset/pull/30867) docs: Update doc about CSV upload (@seiyab)
+- [#30972](https://github.com/apache/superset/pull/30972) docs: Embedded sdk (@jpchev)
+- [#30981](https://github.com/apache/superset/pull/30981) chore: publish wheels (@dimbleby)
+- [#31000](https://github.com/apache/superset/pull/31000) chore(🦾): bump python flask-babel subpackage(s) (@github-actions[bot])
+- [#31002](https://github.com/apache/superset/pull/31002) chore(🦾): bump python cffi 1.16.0 -> 1.17.1 (@github-actions[bot])
+- [#31006](https://github.com/apache/superset/pull/31006) chore(🦾): bump python numexpr 2.10.0 -> 2.10.1 (@github-actions[bot])
+- [#31021](https://github.com/apache/superset/pull/31021) chore: add unit tests for `is_mutating()` (@betodealmeida)
+- [#30918](https://github.com/apache/superset/pull/30918) chore(helm): bumping app version to 4.1.1 in helm chart (@lodu)
+- [#30948](https://github.com/apache/superset/pull/30948) chore: add performance information to tooltip (@eschutho)
+- [#30970](https://github.com/apache/superset/pull/30970) build(deps): bump cross-spawn from 7.0.3 to 7.0.6 in /docs (@dependabot[bot])
+- [#30969](https://github.com/apache/superset/pull/30969) build(deps): bump cross-spawn from 7.0.3 to 7.0.6 in /superset-frontend/cypress-base (@dependabot[bot])
+- [#30818](https://github.com/apache/superset/pull/30818) chore(Accessibility): Fix accessibility for 'Show x entries' dropdown in tables (@LevisNgigi)
+- [#30946](https://github.com/apache/superset/pull/30946) chore(docs): Update list of supported databases to include CrateDB (@amotl)
+- [#30915](https://github.com/apache/superset/pull/30915) chore: update change log, UPDATING.md and bug-report.yml for 4.1 release (@sadpandajoe)
+- [#29243](https://github.com/apache/superset/pull/29243) chore(deps): Migrate from `crate[sqlalchemy]` to `sqlalchemy-cratedb` (@amotl)
+- [#30930](https://github.com/apache/superset/pull/30930) docs: add Free2Move to INTHEWILD.md (@PaoloTerzi)
+- [#30925](https://github.com/apache/superset/pull/30925) chore(ci): add tai and michael to helm owners (@villebro)
+- [#30730](https://github.com/apache/superset/pull/30730) refactor(input): Migrate Input component to Ant Design 5 (@msyavuz)
+- [#30740](https://github.com/apache/superset/pull/30740) refactor(Avatar): Migrate Avatar to Ant Design 5 (@msyavuz)
+- [#30806](https://github.com/apache/superset/pull/30806) build(deps): bump remark-gfm from 3.0.1 to 4.0.0 in /superset-frontend (@dependabot[bot])
+- [#29545](https://github.com/apache/superset/pull/29545) chore(AntD5): touchup on component imports/exports, theming ListViewCard (@rusackas)
+- [#30775](https://github.com/apache/superset/pull/30775) chore: update help text copy on dataset settings (@yousoph)
+- [#30792](https://github.com/apache/superset/pull/30792) build(deps): bump @algolia/client-search from 4.24.0 to 5.12.0 in /docs (@dependabot[bot])
+- [#30770](https://github.com/apache/superset/pull/30770) docs: make it more clear that GLOBAL_ASYNC_QUERIES is experimental/beta (@mistercrunch)
+- [#30883](https://github.com/apache/superset/pull/30883) perf: Prevent redundant calls to getRelevantDataMask (@kgabryje)
+- [#30847](https://github.com/apache/superset/pull/30847) chore(GHA): Making the Linkinator STEP non-blocking, rather than the JOB. (@rusackas)
+- [#30812](https://github.com/apache/superset/pull/30812) chore(FilterBar): Filter bar accessibility (@alexandrusoare)
+- [#30854](https://github.com/apache/superset/pull/30854) chore: Chart context menu permissions cleanup (@kgabryje)
+- [#30255](https://github.com/apache/superset/pull/30255) chore(scripts): purge node_modules folder on `npm prune` (@rusackas)
+- [#30846](https://github.com/apache/superset/pull/30846) chore(actions): Bump Linkinator in superset-docs-verify.yml (@rusackas)
+- [#30797](https://github.com/apache/superset/pull/30797) build(deps): bump @docsearch/react from 3.6.2 to 3.6.3 in /docs (@dependabot[bot])
+- [#30796](https://github.com/apache/superset/pull/30796) build(deps): bump @mdx-js/react from 3.0.1 to 3.1.0 in /docs (@dependabot[bot])
+- [#30793](https://github.com/apache/superset/pull/30793) build(deps-dev): bump @types/react from 18.3.10 to 18.3.12 in /docs (@dependabot[bot])
+- [#30795](https://github.com/apache/superset/pull/30795) build(deps-dev): bump typescript from 5.6.2 to 5.6.3 in /docs (@dependabot[bot])
+- [#30799](https://github.com/apache/superset/pull/30799) build(deps): bump @saucelabs/theme-github-codeblock from 0.2.3 to 0.3.0 in /docs (@dependabot[bot])
+- [#30824](https://github.com/apache/superset/pull/30824) docs: Update INTHEWILD.md with 2070Health Org (@sanjaynayak007)
+- [#30838](https://github.com/apache/superset/pull/30838) chore: Revert "build(deps): bump JustinBeckwith/linkinator-action from 1.10.4 to 1.11.0" (@rusackas)
+- [#30832](https://github.com/apache/superset/pull/30832) build(deps-dev): bump webpack from 5.95.0 to 5.96.1 in /docs (@dependabot[bot])
+- [#30822](https://github.com/apache/superset/pull/30822) docs: Update INTHEWILD.md (@Habeeb556)
+- [#30835](https://github.com/apache/superset/pull/30835) build(deps-dev): bump eslint from 9.11.0 to 9.14.0 in /superset-websocket (@dependabot[bot])
+- [#30782](https://github.com/apache/superset/pull/30782) build(deps): bump uuid from 10.0.0 to 11.0.2 in /superset-websocket (@dependabot[bot])
+- [#30784](https://github.com/apache/superset/pull/30784) build(deps): bump winston from 3.13.0 to 3.15.0 in /superset-websocket (@dependabot[bot])
+- [#30786](https://github.com/apache/superset/pull/30786) build(deps): bump deck.gl from 9.0.28 to 9.0.34 in /superset-frontend/plugins/legacy-preset-chart-deckgl (@dependabot[bot])
+- [#30803](https://github.com/apache/superset/pull/30803) build(deps-dev): bump eslint-plugin-react from 7.33.2 to 7.37.2 in /superset-frontend (@dependabot[bot])
+- [#30781](https://github.com/apache/superset/pull/30781) build(deps-dev): bump typescript-eslint from 8.8.0 to 8.12.2 in /superset-websocket (@dependabot[bot])
+- [#30809](https://github.com/apache/superset/pull/30809) build(deps-dev): bump prettier-plugin-packagejson from 2.5.2 to 2.5.3 in /superset-frontend (@dependabot[bot])
+- [#30817](https://github.com/apache/superset/pull/30817) build(deps): bump webpack from 5.80.0 to 5.96.1 in /superset-frontend/cypress-base (@dependabot[bot])
+- [#30794](https://github.com/apache/superset/pull/30794) build(deps): bump antd from 5.20.5 to 5.21.6 in /docs (@dependabot[bot])
+- [#30811](https://github.com/apache/superset/pull/30811) build(deps): bump @rjsf/validator-ajv8 from 5.19.4 to 5.22.3 in /superset-frontend (@dependabot[bot])
+- [#30804](https://github.com/apache/superset/pull/30804) build(deps): bump ace-builds from 1.35.4 to 1.36.3 in /superset-frontend (@dependabot[bot])
+- [#30810](https://github.com/apache/superset/pull/30810) build(deps-dev): bump eslint-plugin-testing-library from 6.2.2 to 6.4.0 in /superset-frontend (@dependabot[bot])
+- [#30805](https://github.com/apache/superset/pull/30805) build(deps-dev): bump eslint-import-resolver-typescript from 3.6.1 to 3.6.3 in /superset-frontend (@dependabot[bot])
+- [#30802](https://github.com/apache/superset/pull/30802) build(deps): bump JustinBeckwith/linkinator-action from 1.10.4 to 1.11.0 (@dependabot[bot])
+- [#30758](https://github.com/apache/superset/pull/30758) style(databases-upload-form): update Upload Form cosmetics (@vine-trellis)
+- [#30697](https://github.com/apache/superset/pull/30697) refactor: Migrate SliceAdder to typescript (@EnxDev)
+- [#30731](https://github.com/apache/superset/pull/30731) refactor(Switch): Upgrade Switch to Ant Design 5 (@alexandrusoare)
+- [#30757](https://github.com/apache/superset/pull/30757) docs: Adding link to StarRocks official docs (@rusackas)
+- [#30747](https://github.com/apache/superset/pull/30747) docs: Update INTHEWILD.md (@MSTartan)
+- [#30753](https://github.com/apache/superset/pull/30753) docs: add Sarathi to users list (@SaiSkandaTNI)
+- [#30749](https://github.com/apache/superset/pull/30749) docs: Update INTHEWILD.md with Medic (@1yuv)
+- [#30355](https://github.com/apache/superset/pull/30355) chore(fe): replace deprecate aliased Jest matchers with corresponding substituents (@hainenber)
+- [#30536](https://github.com/apache/superset/pull/30536) build(deps): bump cookie from 0.6.0 to 0.7.0 in /superset-websocket (@dependabot[bot])
+- [#30480](https://github.com/apache/superset/pull/30480) build(deps-dev): bump webpack from 5.94.0 to 5.95.0 in /docs (@dependabot[bot])
+- [#30571](https://github.com/apache/superset/pull/30571) build(deps): bump cookie, cookie-parser and express in /superset-websocket/utils/client-ws-app (@dependabot[bot])
+- [#30738](https://github.com/apache/superset/pull/30738) docs: rename Twitter to X in the INTHEWILD.md (@wugeer)
+- [#30743](https://github.com/apache/superset/pull/30743) docs(templating): Replace "true" with "1 = 1" and explain its purpose (@sfirke)
+- [#30709](https://github.com/apache/superset/pull/30709) build(deps-dev): bump http-proxy-middleware from 2.0.6 to 2.0.7 in /superset-frontend (@dependabot[bot])
+- [#30654](https://github.com/apache/superset/pull/30654) refactor: Migrate UndoRedoKeyListeners to typescript (@EnxDev)
+- [#30653](https://github.com/apache/superset/pull/30653) refactor: Migration publishedStatus to typescript (@EnxDev)
+- [#30683](https://github.com/apache/superset/pull/30683) build(deps): bump http-proxy-middleware from 2.0.6 to 2.0.7 in /docs (@dependabot[bot])
+- [#30568](https://github.com/apache/superset/pull/30568) refactor: Migrate HeaderActionsDropdown to typescript (@EnxDev)
+- [#30655](https://github.com/apache/superset/pull/30655) docs: frontend long build time (@CodeWithEmad)
+- [#30662](https://github.com/apache/superset/pull/30662) refactor: Split FastVizSwitcher into multiple files for readability (@kgabryje)
+- [#30609](https://github.com/apache/superset/pull/30609) refactor(Dashboard): Native filters form update endpoint (@geido)
+- [#30613](https://github.com/apache/superset/pull/30613) chore: Enable suppressing default chart context menu (@kgabryje)
+- [#30523](https://github.com/apache/superset/pull/30523) docs: Clarification on which command to use on which Ubuntu version. (@kkovacs)
+- [#30599](https://github.com/apache/superset/pull/30599) chore(number-formatter): upgrade pretty-ms to 9.1.0 (@villebro)
+- [#30572](https://github.com/apache/superset/pull/30572) build(deps): bump cookie, @applitools/eyes-storybook and express in /superset-frontend (@dependabot[bot])
+- [#30357](https://github.com/apache/superset/pull/30357) chore(fe): uplift FE packages to latest version (@hainenber)
+- [#30521](https://github.com/apache/superset/pull/30521) chore: enable lint PT009 'use regular assert over self.assert.\*' (@mistercrunch)
+- [#28370](https://github.com/apache/superset/pull/28370) refactor: Migration of Chart to TypeScript (@EnxDev)
+- [#30528](https://github.com/apache/superset/pull/30528) chore(fe): bump webpack-related packages to v5 (@hainenber)
+- [#30526](https://github.com/apache/superset/pull/30526) chore(translations): Slovenian translation update (@dkrat7)
+- [#30495](https://github.com/apache/superset/pull/30495) chore: add native filters to Covid Vaccines dashboard (@sadpandajoe)
+- [#30463](https://github.com/apache/superset/pull/30463) build(deps-dev): bump typescript from 5.5.4 to 5.6.2 in /superset-websocket (@dependabot[bot])
+- [#30472](https://github.com/apache/superset/pull/30472) build(deps): bump express from 4.20.0 to 4.21.0 in /superset-websocket/utils/client-ws-app (@dependabot[bot])
+- [#30496](https://github.com/apache/superset/pull/30496) docs: fix broken links in CI (@mistercrunch)
+- [#30476](https://github.com/apache/superset/pull/30476) build(deps-dev): bump typescript from 5.5.4 to 5.6.2 in /docs (@dependabot[bot])
+- [#30461](https://github.com/apache/superset/pull/30461) build(deps): bump @rjsf/core from 5.19.4 to 5.21.1 in /superset-frontend (@dependabot[bot])
+- [#30465](https://github.com/apache/superset/pull/30465) build(deps-dev): bump typescript-eslint from 8.6.0 to 8.8.0 in /superset-websocket (@dependabot[bot])
+- [#30466](https://github.com/apache/superset/pull/30466) build(deps-dev): bump @types/node from 22.0.2 to 22.7.4 in /superset-websocket (@dependabot[bot])
+- [#30467](https://github.com/apache/superset/pull/30467) build(deps): bump @types/prop-types from 15.7.5 to 15.7.13 in /superset-frontend (@dependabot[bot])
+- [#30469](https://github.com/apache/superset/pull/30469) build(deps): bump @types/react-loadable from 5.5.6 to 5.5.11 in /superset-frontend (@dependabot[bot])
+- [#30471](https://github.com/apache/superset/pull/30471) build(deps): bump debug from 4.3.6 to 4.3.7 in /superset-websocket/utils/client-ws-app (@dependabot[bot])
+- [#30281](https://github.com/apache/superset/pull/30281) refactor(frontend): migrate 6 Enzyme-based tests to RTL, part 2 (@hainenber)
+- [#30487](https://github.com/apache/superset/pull/30487) build(deps-dev): bump esbuild-loader from 4.1.0 to 4.2.2 in /superset-frontend (@dependabot[bot])
+- [#30460](https://github.com/apache/superset/pull/30460) build(deps-dev): bump eslint-plugin-file-progress from 1.4.0 to 1.5.0 in /superset-frontend (@dependabot[bot])
+- [#30459](https://github.com/apache/superset/pull/30459) build(deps-dev): bump @cypress/react from 5.12.5 to 8.0.2 in /superset-frontend (@dependabot[bot])
+- [#30464](https://github.com/apache/superset/pull/30464) build(deps-dev): bump @typescript-eslint/eslint-plugin from 8.6.0 to 8.8.0 in /superset-websocket (@dependabot[bot])
+- [#30477](https://github.com/apache/superset/pull/30477) build(deps): bump re-resizable from 6.9.11 to 6.10.0 in /superset-frontend (@dependabot[bot])
+- [#30473](https://github.com/apache/superset/pull/30473) build(deps-dev): bump webpack-manifest-plugin from 4.1.1 to 5.0.0 in /superset-frontend (@dependabot[bot])
+- [#30481](https://github.com/apache/superset/pull/30481) build(deps-dev): bump @types/react from 18.3.5 to 18.3.10 in /docs (@dependabot[bot])
+- [#30483](https://github.com/apache/superset/pull/30483) build(deps): bump @docsearch/react from 3.6.1 to 3.6.2 in /docs (@dependabot[bot])
+- [#30484](https://github.com/apache/superset/pull/30484) build(deps): bump handlebars from 4.7.7 to 4.7.8 in /superset-frontend (@dependabot[bot])
+- [#30485](https://github.com/apache/superset/pull/30485) build(deps-dev): bump @types/yargs from 17.0.32 to 17.0.33 in /superset-frontend (@dependabot[bot])
+- [#30445](https://github.com/apache/superset/pull/30445) docs(dashboard): add docs for named and index colors (@villebro)
+- [#30410](https://github.com/apache/superset/pull/30410) chore: log warnings for database tables api (@eschutho)
+- [#28747](https://github.com/apache/superset/pull/28747) chore: document upper bound for python lib 'holidays' >= 0.26 (@mistercrunch)
+- [#30440](https://github.com/apache/superset/pull/30440) chore(Dashboard): Unblock Global Styles (@geido)
+- [#30365](https://github.com/apache/superset/pull/30365) chore: add logging for dashboards/get warnings (@eschutho)
+- [#30128](https://github.com/apache/superset/pull/30128) chore(View): Remove unnecessary theme view and defer basic styles (@geido)
+- [#30407](https://github.com/apache/superset/pull/30407) chore: Merge description and reproduction steps in the issue template (@michael-s-molina)
+- [#30305](https://github.com/apache/superset/pull/30305) chore(legacy-plugin-chart-map-box): bump supercluster to v8 (@birkskyum)
+- [#30086](https://github.com/apache/superset/pull/30086) build(deps): update @emotion/react requirement from ^11.4.1 to ^11.13.3 in /superset-frontend/packages/superset-ui-demo (@dependabot[bot])
+- [#27827](https://github.com/apache/superset/pull/27827) build(deps): bump @emotion/react from 11.4.1 to 11.11.4 in /superset-frontend (@dependabot[bot])
+- [#28346](https://github.com/apache/superset/pull/28346) refactor: Migration of AnnotationLayerControl to TypeScript (@EnxDev)
+- [#30251](https://github.com/apache/superset/pull/30251) build(deps-dev): bump sinon from 18.0.0 to 18.0.1 in /superset-frontend (@dependabot[bot])
+- [#30315](https://github.com/apache/superset/pull/30315) docs: Corrected Dremio connection string (@doernemt)
+- [#30352](https://github.com/apache/superset/pull/30352) chore(docs): fix an agreement error in caching docs (@sfirke)
+- [#30346](https://github.com/apache/superset/pull/30346) docs: add HANA database logo in README.md (@axuew)
+- [#28290](https://github.com/apache/superset/pull/28290) build(deps): update dompurify requirement from ^3.1.0 to ^3.1.2 in /superset-frontend/plugins/legacy-preset-chart-nvd3 (@dependabot[bot])
+- [#30089](https://github.com/apache/superset/pull/30089) build(deps-dev): bump @storybook/react-webpack5 from 8.1.11 to 8.2.9 in /superset-frontend/packages/superset-ui-demo (@dependabot[bot])
+- [#30359](https://github.com/apache/superset/pull/30359) build(websocket): upgrade ESLint to v9 (@hainenber)
+- [#30084](https://github.com/apache/superset/pull/30084) build(deps): bump deck.gl from 9.0.24 to 9.0.28 in /superset-frontend/plugins/legacy-preset-chart-deckgl (@dependabot[bot])
+- [#30300](https://github.com/apache/superset/pull/30300) build(deps): bump dompurify from 3.1.0 to 3.1.3 in /superset-frontend (@dependabot[bot])
+- [#30247](https://github.com/apache/superset/pull/30247) build(deps): bump path-to-regexp from 1.8.0 to 1.9.0 in /superset-frontend/cypress-base (@dependabot[bot])
+- [#30337](https://github.com/apache/superset/pull/30337) docs: sql-templating (@torgge)
+- [#30333](https://github.com/apache/superset/pull/30333) docs: Update cache.mdx, add needed space (@varfigstar)
+- [#30123](https://github.com/apache/superset/pull/30123) chore: correct a typo (@dl57934)
+- [#30262](https://github.com/apache/superset/pull/30262) chore: bump cypress to v 11 (@eschutho)
+- [#30313](https://github.com/apache/superset/pull/30313) chore(UPDATING.md): Add item to UPDATING describing translations build flag (@martyngigg)
+- [#30227](https://github.com/apache/superset/pull/30227) build(deps): bump express from 4.19.2 to 4.20.0 in /docs (@dependabot[bot])
+- [#30032](https://github.com/apache/superset/pull/30032) docs: HTML embedding of charts/dashboards without authentication (@lindner-tj)
+- [#30254](https://github.com/apache/superset/pull/30254) style(explore): clarify ambiguously named "sort by" field (@sfirke)
+- [#30321](https://github.com/apache/superset/pull/30321) chore(explore): Medium font weight for section headers (@kasiazjc)
+- [#30261](https://github.com/apache/superset/pull/30261) chore: remove redundant code (@villebro)
+- [#25910](https://github.com/apache/superset/pull/25910) chore(deps): bump dremio deps (@gnought)
+- [#30268](https://github.com/apache/superset/pull/30268) docs: Update kubernetes.mdx (@nyandajr)
+- [#29771](https://github.com/apache/superset/pull/29771) chore(docker): move mysql os-level deps (GPL) to dev image only (@mistercrunch)
+- [#30151](https://github.com/apache/superset/pull/30151) refactor(frontend): migrate 6 tests from Enzyme to RTL (@hainenber)
+- [#30253](https://github.com/apache/superset/pull/30253) chore(build): remove extraneous prettier step in superset-frontend CI (@hainenber)
+- [#30257](https://github.com/apache/superset/pull/30257) build(ci): make linkinator advisory (@rusackas)
+- [#30242](https://github.com/apache/superset/pull/30242) build(deps, deps-dev): upgrade major versions for dependencies of `@superset/embedded-sdk` (@hainenber)
+- [#30228](https://github.com/apache/superset/pull/30228) build(deps): bump send and express in /superset-frontend (@dependabot[bot])
+- [#30229](https://github.com/apache/superset/pull/30229) build(deps): bump serve-static and express in /superset-frontend (@dependabot[bot])
+- [#30232](https://github.com/apache/superset/pull/30232) refactor(explore): Migrate MetricsControl test suite to RTL (@rtexelm)
+- [#30226](https://github.com/apache/superset/pull/30226) build(deps): bump serve-static and express in /superset-websocket/utils/client-ws-app (@dependabot[bot])
+- [#30225](https://github.com/apache/superset/pull/30225) build(deps): bump send and express in /superset-websocket/utils/client-ws-app (@dependabot[bot])
+- [#30091](https://github.com/apache/superset/pull/30091) build(deps): update @babel/runtime requirement from ^7.1.2 to ^7.25.6 in /superset-frontend/packages/superset-ui-core (@dependabot[bot])
+- [#25452](https://github.com/apache/superset/pull/25452) chore(frontend): Spelling (@jsoref)
+- [#30103](https://github.com/apache/superset/pull/30103) build(deps-dev): update @babel/types requirement from ^7.25.2 to ^7.25.6 in /superset-frontend/plugins/plugin-chart-pivot-table (@dependabot[bot])
+- [#30199](https://github.com/apache/superset/pull/30199) chore(docs): Removing dead link from INTHEWILD.md (@rusackas)
+- [#30101](https://github.com/apache/superset/pull/30101) build(deps-dev): bump @types/react from 18.3.3 to 18.3.5 in /docs (@dependabot[bot])
+- [#30036](https://github.com/apache/superset/pull/30036) build(deps-dev): bump webpack from 5.93.0 to 5.94.0 in /docs (@dependabot[bot])
+- [#30179](https://github.com/apache/superset/pull/30179) build(deps): bump antd from 5.20.0 to 5.20.5 in /docs (@dependabot[bot])
+- [#30166](https://github.com/apache/superset/pull/30166) build(deps): bump @types/node from 20.12.7 to 22.5.4 in /superset-frontend (@dependabot[bot])
+- [#30097](https://github.com/apache/superset/pull/30097) build(deps-dev): bump typescript from 4.9.5 to 5.5.4 in /superset-websocket (@dependabot[bot])
+- [#30088](https://github.com/apache/superset/pull/30088) build(deps): bump core-js from 3.37.1 to 3.38.1 in /superset-frontend/packages/superset-ui-demo (@dependabot[bot])
+- [#29963](https://github.com/apache/superset/pull/29963) build(dev-deps, deps): upgrade major versions for FE deps (@hainenber)
+- [#30167](https://github.com/apache/superset/pull/30167) chore(docs): bump docusaurus from 3.4.0 to 3.5.2 (@villebro)
+- [#30094](https://github.com/apache/superset/pull/30094) build(deps): bump ws and @types/ws in /superset-websocket (@dependabot[bot])
+- [#30105](https://github.com/apache/superset/pull/30105) build(deps-dev): bump @docusaurus/module-type-aliases from 3.4.0 to 3.5.2 in /docs (@dependabot[bot])
+- [#30111](https://github.com/apache/superset/pull/30111) build(deps): bump react-ultimate-pagination and @types/react-ultimate-pagination in /superset-frontend (@dependabot[bot])
+- [#30106](https://github.com/apache/superset/pull/30106) build(deps): bump prism-react-renderer from 2.3.1 to 2.4.0 in /docs (@dependabot[bot])
+- [#30107](https://github.com/apache/superset/pull/30107) build(deps-dev): bump @docusaurus/tsconfig from 3.4.0 to 3.5.2 in /docs (@dependabot[bot])
+- [#30108](https://github.com/apache/superset/pull/30108) build(deps): bump react-svg-pan-zoom from 3.12.1 to 3.13.1 in /docs (@dependabot[bot])
+- [#30095](https://github.com/apache/superset/pull/30095) build(deps-dev): bump ts-jest from 29.1.5 to 29.2.5 in /superset-websocket (@dependabot[bot])
+- [#30096](https://github.com/apache/superset/pull/30096) build(deps): bump uuid and @types/uuid in /superset-websocket (@dependabot[bot])
+- [#30143](https://github.com/apache/superset/pull/30143) build(deps): bump cryptography from 42.0.7 to 42.0.8 (@dependabot[bot])
+- [#30118](https://github.com/apache/superset/pull/30118) build(deps-dev): bump prettier-plugin-packagejson from 2.4.10 to 2.5.2 in /superset-frontend (@dependabot[bot])
+- [#30127](https://github.com/apache/superset/pull/30127) docs: Fixing missing 'c' in installation guide documentation (@JordanTB)
+- [#30155](https://github.com/apache/superset/pull/30155) chore(docs): replace http with https (@villebro)
+- [#30072](https://github.com/apache/superset/pull/30072) chore(tests): skip extremely flaky gaq test (@villebro)
+- [#30153](https://github.com/apache/superset/pull/30153) chore(docs): update xendit link (@villebro)
+- [#30021](https://github.com/apache/superset/pull/30021) chore: accelerate docker compose by skipping frontend build (@mistercrunch)
+- [#30090](https://github.com/apache/superset/pull/30090) build(deps): bump aws-actions/amazon-ecs-deploy-task-definition from 1 to 2 (@dependabot[bot])
+- [#30037](https://github.com/apache/superset/pull/30037) build(deps-dev): bump webpack from 5.76.0 to 5.94.0 in /superset-embedded-sdk (@dependabot[bot])
+- [#30038](https://github.com/apache/superset/pull/30038) build(deps-dev): bump webpack from 5.93.0 to 5.94.0 in /superset-frontend (@dependabot[bot])
+- [#30102](https://github.com/apache/superset/pull/30102) build(deps-dev): bump eslint-plugin-react-prefer-function-component from 0.0.7 to 3.3.0 in /superset-frontend (@dependabot[bot])
+- [#30117](https://github.com/apache/superset/pull/30117) build(deps): bump d3-time-format and @types/d3-time-format in /superset-frontend (@dependabot[bot])
+- [#30116](https://github.com/apache/superset/pull/30116) build(deps-dev): bump eslint-plugin-no-only-tests from 2.4.0 to 3.3.0 in /superset-frontend (@dependabot[bot])
+- [#30027](https://github.com/apache/superset/pull/30027) refactor(databases): Create constants.ts, move interface to types.ts (@rtexelm)
+- [#30030](https://github.com/apache/superset/pull/30030) chore(docs): docker instructions use `docker compose` instead of the deprecated `docker-compose` (@rusackas)
+- [#30057](https://github.com/apache/superset/pull/30057) chore(docs): clean up a few md errors (@villebro)
+- [#29586](https://github.com/apache/superset/pull/29586) chore(translations): Arabic translations (@abdilra7eem)
+- [#30011](https://github.com/apache/superset/pull/30011) chore(deps): bump core-js (@rusackas)
+- [#30007](https://github.com/apache/superset/pull/30007) chore(deps): bump cross-env (@rusackas)
+- [#30008](https://github.com/apache/superset/pull/30008) build(deps): bump micromatch from 4.0.4 to 4.0.8 in /superset-frontend/cypress-base (@dependabot[bot])
+- [#30009](https://github.com/apache/superset/pull/30009) build(deps): bump micromatch from 4.0.5 to 4.0.8 in /docs (@dependabot[bot])
+- [#27832](https://github.com/apache/superset/pull/27832) build(deps): bump remark-gfm from 3.0.1 to 4.0.0 in /superset-frontend/packages/superset-ui-core (@dependabot[bot])
+- [#28292](https://github.com/apache/superset/pull/28292) build(deps): bump d3-time from 1.1.0 to 3.1.0 in /superset-frontend/packages/superset-ui-core (@dependabot[bot])
+- [#29990](https://github.com/apache/superset/pull/29990) chore(init): adding link to secret key instructions (@rusackas)
+- [#29947](https://github.com/apache/superset/pull/29947) build(deps): bump ws and @applitools/eyes-cypress in /superset-frontend/cypress-base (@dependabot[bot])
+- [#29988](https://github.com/apache/superset/pull/29988) build(node): Bumping to Node 20 (@rusackas)
+- [#25454](https://github.com/apache/superset/pull/25454) chore(tests): Spelling (@jsoref)
+- [#29970](https://github.com/apache/superset/pull/29970) docs: improve pre-commit docs and discoverability when CI fails (@mistercrunch)
+- [#29964](https://github.com/apache/superset/pull/29964) build(deps-dev): bump eslint-plugin-cypress from 2.11.2 to 3.4.0 in /superset-frontend + corresponding refactor (@hainenber)
+- [#29969](https://github.com/apache/superset/pull/29969) chore(antd): straightening out button import paths (@rusackas)
+- [#29948](https://github.com/apache/superset/pull/29948) chore(deps): bump micromatch (@rusackas)
+- [#29952](https://github.com/apache/superset/pull/29952) chore: add additional code owners to migrations (@sadpandajoe)
+- [#29945](https://github.com/apache/superset/pull/29945) build(deps): bump axios from 1.6.8 to 1.7.4 in /docs (@dependabot[bot])
+- [#29949](https://github.com/apache/superset/pull/29949) build(deps-dev): bump axios from 1.7.3 to 1.7.4 in /superset-frontend (@dependabot[bot])
+- [#29946](https://github.com/apache/superset/pull/29946) build(deps-dev): bump axios from 1.6.0 to 1.7.4 in /superset-embedded-sdk (@dependabot[bot])
+- [#29904](https://github.com/apache/superset/pull/29904) chore: Changes the migrations owners (@michael-s-molina)
+- [#29868](https://github.com/apache/superset/pull/29868) chore: remove useless GitHub action (@mistercrunch)
+- [#29869](https://github.com/apache/superset/pull/29869) chore: remove useless GitHub action required check (@mistercrunch)
+- [#29859](https://github.com/apache/superset/pull/29859) chore(deps): bumping underscore via npm override (@rusackas)
+- [#29876](https://github.com/apache/superset/pull/29876) chore(docs): reorder fs users (@villebro)
+- [#29841](https://github.com/apache/superset/pull/29841) chore(deps): bumping jquery (@rusackas)
+- [#29870](https://github.com/apache/superset/pull/29870) docs: add unit to companies list (@amitmiran137)
+- [#29652](https://github.com/apache/superset/pull/29652) chore(build): uplift several outdated frontend packages (@hainenber)
+- [#29866](https://github.com/apache/superset/pull/29866) chore: pre-matrixify pre-commit check (@mistercrunch)
+- [#29844](https://github.com/apache/superset/pull/29844) chore(cleanup): Removing bootstrap (experimental) (@rusackas)
+- [#29863](https://github.com/apache/superset/pull/29863) chore: describe timezone issue with alerts and reports scheduler in UPDATING.md (@danielli-ziprecruiter)
+- [#29855](https://github.com/apache/superset/pull/29855) perf: Lazy load rehype-raw and react-markdown (@kgabryje)
+- [#29788](https://github.com/apache/superset/pull/29788) perf: Remove antd-with-locales import (@kgabryje)
+- [#29791](https://github.com/apache/superset/pull/29791) perf: Lazy load moment-timezone (@kgabryje)
+- [#29808](https://github.com/apache/superset/pull/29808) build(deps-dev): update @babel/types requirement from ^7.24.5 to ^7.25.2 in /superset-frontend/plugins/plugin-chart-pivot-table (@dependabot[bot])
+- [#29838](https://github.com/apache/superset/pull/29838) chore(deps): npm audit fix results (@rusackas)
+- [#28294](https://github.com/apache/superset/pull/28294) build(deps): bump react-bootstrap-slider from 2.1.5 to 3.0.0 in /superset-frontend/plugins/legacy-preset-chart-deckgl (@dependabot[bot])
+- [#29756](https://github.com/apache/superset/pull/29756) build(deps): bump react-diff-viewer-continued from 3.2.5 to 3.4.0 in /superset-frontend (@dependabot[bot])
+- [#29759](https://github.com/apache/superset/pull/29759) build(deps-dev): bump eslint-plugin-file-progress from 1.2.0 to 1.4.0 in /superset-frontend (@dependabot[bot])
+- [#29812](https://github.com/apache/superset/pull/29812) build(deps): bump @fontsource/inter from 5.0.19 to 5.0.20 in /superset-frontend (@dependabot[bot])
+- [#29813](https://github.com/apache/superset/pull/29813) build(deps): bump chrono-node from 2.7.5 to 2.7.6 in /superset-frontend (@dependabot[bot])
+- [#29815](https://github.com/apache/superset/pull/29815) build(deps): bump mustache from 2.3.2 to 4.2.0 in /superset-frontend (@dependabot[bot])
+- [#29816](https://github.com/apache/superset/pull/29816) build(deps-dev): bump @types/react-syntax-highlighter from 15.5.11 to 15.5.13 in /superset-frontend (@dependabot[bot])
+- [#29820](https://github.com/apache/superset/pull/29820) build(deps-dev): bump style-loader from 3.3.4 to 4.0.0 in /superset-frontend (@dependabot[bot])
+- [#29821](https://github.com/apache/superset/pull/29821) build(deps): bump memoize-one from 5.1.1 to 5.2.1 in /superset-frontend (@dependabot[bot])
+- [#29809](https://github.com/apache/superset/pull/29809) build(deps-dev): bump @types/jest from 27.0.2 to 29.5.12 in /superset-websocket (@dependabot[bot])
+- [#29811](https://github.com/apache/superset/pull/29811) build(deps-dev): bump @types/node from 22.0.0 to 22.0.2 in /superset-websocket (@dependabot[bot])
+- [#29758](https://github.com/apache/superset/pull/29758) build(deps): bump rimraf from 3.0.2 to 6.0.1 in /superset-frontend (@dependabot[bot])
+- [#29787](https://github.com/apache/superset/pull/29787) perf: Antd icons tree shaking (@kgabryje)
+- [#29796](https://github.com/apache/superset/pull/29796) perf: Lazy load React Ace (@kgabryje)
+- [#29792](https://github.com/apache/superset/pull/29792) chore: deleting vestigial EMAIL_NOTIFICATIONS (@rusackas)
+- [#29673](https://github.com/apache/superset/pull/29673) style: remove uppercase from labels, buttons, tabs to align with design system (@mistercrunch)
+- [#29755](https://github.com/apache/superset/pull/29755) build(deps): bump @types/lodash from 4.17.0 to 4.17.7 in /superset-frontend (@dependabot[bot])
+- [#29765](https://github.com/apache/superset/pull/29765) build(deps-dev): bump webpack from 5.89.0 to 5.93.0 in /superset-frontend (@dependabot[bot])
+- [#29794](https://github.com/apache/superset/pull/29794) chore(deps): bump dayjs to unblock CI. (@rusackas)
+- [#29790](https://github.com/apache/superset/pull/29790) chore(docs): remove mention of MariaDB in dev environment setup (@sfirke)
+- [#29738](https://github.com/apache/superset/pull/29738) build(deps-dev): bump @types/node from 20.13.0 to 22.0.0 in /superset-websocket (@dependabot[bot])
+- [#29748](https://github.com/apache/superset/pull/29748) build(deps): bump @ant-design/icons from 5.3.7 to 5.4.0 in /docs (@dependabot[bot])
+- [#29747](https://github.com/apache/superset/pull/29747) build(deps-dev): bump webpack from 5.92.1 to 5.93.0 in /docs (@dependabot[bot])
+- [#29427](https://github.com/apache/superset/pull/29427) chore(deps): bump abortcontroller-polyfill from 1.2.1 to 1.7.5 in /superset-frontend (@dependabot[bot])
+- [#28820](https://github.com/apache/superset/pull/28820) chore(deps): bump d3-hierarchy from 1.1.9 to 3.1.2 in /superset-frontend (@dependabot[bot])
+- [#29740](https://github.com/apache/superset/pull/29740) build(deps-dev): update @types/lodash requirement from ^4.17.6 to ^4.17.7 in /superset-frontend/plugins/plugin-chart-handlebars (@dependabot[bot])
+- [#29743](https://github.com/apache/superset/pull/29743) build(deps): update underscore requirement from ^1.13.6 to ^1.13.7 in /superset-frontend/plugins/legacy-preset-chart-deckgl (@dependabot[bot])
+- [#29763](https://github.com/apache/superset/pull/29763) build(deps-dev): bump history from 4.10.1 to 5.3.0 in /superset-frontend (@dependabot[bot])
+- [#29760](https://github.com/apache/superset/pull/29760) build(deps-dev): bump ts-loader from 7.0.5 to 9.5.1 in /superset-frontend (@dependabot[bot])
+- [#28297](https://github.com/apache/superset/pull/28297) build(deps-dev): update @babel/types requirement from ^7.24.0 to ^7.24.5 in /superset-frontend/plugins/plugin-chart-pivot-table (@dependabot[bot])
+- [#29767](https://github.com/apache/superset/pull/29767) build(deps): bump fast-xml-parser from 4.2.7 to 4.4.1 in /superset-frontend (@dependabot[bot])
+- [#29739](https://github.com/apache/superset/pull/29739) build(deps): bump debug from 4.3.5 to 4.3.6 in /superset-websocket/utils/client-ws-app (@dependabot[bot])
+- [#29742](https://github.com/apache/superset/pull/29742) build(deps-dev): bump prettier from 3.2.5 to 3.3.3 in /superset-websocket (@dependabot[bot])
+- [#29744](https://github.com/apache/superset/pull/29744) build(deps): bump deck.gl from 9.0.21 to 9.0.24 in /superset-frontend/plugins/legacy-preset-chart-deckgl (@dependabot[bot])
+- [#29746](https://github.com/apache/superset/pull/29746) build(deps): bump @types/lodash from 4.17.4 to 4.17.7 in /superset-websocket (@dependabot[bot])
+- [#29750](https://github.com/apache/superset/pull/29750) build(deps-dev): bump typescript from 5.5.2 to 5.5.4 in /docs (@dependabot[bot])
+- [#29751](https://github.com/apache/superset/pull/29751) build(deps): bump @docsearch/react from 3.6.0 to 3.6.1 in /docs (@dependabot[bot])
+- [#29753](https://github.com/apache/superset/pull/29753) build(deps-dev): bump mini-css-extract-plugin from 2.7.6 to 2.9.0 in /superset-frontend (@dependabot[bot])
+- [#29754](https://github.com/apache/superset/pull/29754) build(deps-dev): bump @svgr/webpack from 8.0.1 to 8.1.0 in /superset-frontend (@dependabot[bot])
+- [#29762](https://github.com/apache/superset/pull/29762) build(deps): bump ace-builds from 1.4.14 to 1.35.4 in /superset-frontend (@dependabot[bot])
+- [#29731](https://github.com/apache/superset/pull/29731) chore(build): pin Storybook-related packages to 8.1.11 as further v8+ version requires React 18 (@hainenber)
+- [#26557](https://github.com/apache/superset/pull/26557) build(deps-dev): bump thread-loader from 3.0.4 to 4.0.2 in /superset-frontend (@dependabot[bot])

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

@@ -18,7 +18,7 @@
 ######################################################################
 # Node stage to deal with static asset construction
 ######################################################################
-ARG PY_VER=3.11.11-slim-bookworm
+ARG PY_VER=3.11.13-slim-trixie
 
 # If BUILDPLATFORM is null, set it to 'amd64' (or leave as is otherwise).
 ARG BUILDPLATFORM=${BUILDPLATFORM:-amd64}
@@ -29,7 +29,7 @@ ARG BUILD_TRANSLATIONS="false"
 ######################################################################
 # superset-node-ci used as a base for building frontend assets and CI
 ######################################################################
-FROM --platform=${BUILDPLATFORM} node:20-bookworm-slim AS superset-node-ci
+FROM --platform=${BUILDPLATFORM} node:20-trixie-slim AS superset-node-ci
 ARG BUILD_TRANSLATIONS
 ENV BUILD_TRANSLATIONS=${BUILD_TRANSLATIONS}
 ARG DEV_MODE="false"           # Skip frontend build in dev mode
@@ -59,12 +59,12 @@ RUN mkdir -p /app/superset/static/assets \
 # NOTE: we mount packages and plugins as they are referenced in package.json as workspaces
 # ideally we'd COPY only their package.json. Here npm ci will be cached as long
 # as the full content of these folders don't change, yielding a decent cache reuse rate.
-# Note that's it's not possible selectively COPY of mount using blobs.
+# Note that it's not possible to selectively COPY or mount using blobs.
 RUN --mount=type=bind,source=./superset-frontend/package.json,target=./package.json \
     --mount=type=bind,source=./superset-frontend/package-lock.json,target=./package-lock.json \
     --mount=type=cache,target=/root/.cache \
     --mount=type=cache,target=/root/.npm \
-    if [ "$DEV_MODE" = "false" ]; then \
+    if [ "${DEV_MODE}" = "false" ]; then \
         npm ci; \
     else \
         echo "Skipping 'npm ci' in dev mode"; \
@@ -74,13 +74,13 @@ RUN --mount=type=bind,source=./superset-frontend/package.json,target=./package.j
 COPY superset-frontend /app/superset-frontend
 
 ######################################################################
-# superset-node used for compile frontend assets
+# superset-node is used for compiling frontend assets
 ######################################################################
 FROM superset-node-ci AS superset-node
 
 # Build the frontend if not in dev mode
 RUN --mount=type=cache,target=/root/.npm \
-    if [ "$DEV_MODE" = "false" ]; then \
+    if [ "${DEV_MODE}" = "false" ]; then \
         echo "Running 'npm run ${BUILD_CMD}'"; \
         npm run ${BUILD_CMD}; \
     else \
@@ -90,12 +90,11 @@ RUN --mount=type=cache,target=/root/.npm \
 # Copy translation files
 COPY superset/translations /app/superset/translations
 
-# Build the frontend if not in dev mode
-RUN if [ "$BUILD_TRANSLATIONS" = "true" ]; then \
+# Build translations if enabled, then cleanup localization files
+RUN if [ "${BUILD_TRANSLATIONS}" = "true" ]; then \
         npm run build-translation; \
     fi; \
-    rm -rf /app/superset/translations/*/*/*.po; \
-    rm -rf /app/superset/translations/*/*/*.mo;
+    rm -rf /app/superset/translations/*/*/*.[po,mo];
 
 
 ######################################################################
@@ -106,10 +105,10 @@ FROM python:${PY_VER} AS python-base
 ARG SUPERSET_HOME="/app/superset_home"
 ENV SUPERSET_HOME=${SUPERSET_HOME}
 
-RUN mkdir -p $SUPERSET_HOME
+RUN mkdir -p ${SUPERSET_HOME}
 RUN useradd --user-group -d ${SUPERSET_HOME} -m --no-log-init --shell /bin/bash superset \
-    && chmod -R 1777 $SUPERSET_HOME \
-    && chown -R superset:superset $SUPERSET_HOME
+    && chmod -R 1777 ${SUPERSET_HOME} \
+    && chown -R superset:superset ${SUPERSET_HOME}
 
 # Some bash scripts needed throughout the layers
 COPY --chmod=755 docker/*.sh /app/docker/
@@ -134,17 +133,19 @@ RUN --mount=type=cache,target=/root/.cache/uv \
     . /app/.venv/bin/activate && /app/docker/pip-install.sh --requires-build-essential -r requirements/translations.txt
 
 COPY superset/translations/ /app/translations_mo/
-RUN if [ "$BUILD_TRANSLATIONS" = "true" ]; then \
+RUN if [ "${BUILD_TRANSLATIONS}" = "true" ]; then \
         pybabel compile -d /app/translations_mo | true; \
     fi; \
-    rm -f /app/translations_mo/*/*/*.po; \
-    rm -f /app/translations_mo/*/*/*.json;
+    rm -f /app/translations_mo/*/*/*.[po,json]
 
 ######################################################################
 # Python APP common layer
 ######################################################################
 FROM python-base AS python-common
 
+# Build arg to pre-populate examples DuckDB file
+ARG LOAD_EXAMPLES_DUCKDB="false"
+
 ENV SUPERSET_HOME="/app/superset_home" \
     HOME="/app/superset_home" \
     SUPERSET_ENV="production" \
@@ -167,14 +168,14 @@ 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" ] || [ "$INCLUDE_FIREFOX" = "true" ]; then \
+    if [ "${INCLUDE_CHROMIUM}" = "true" ] || [ "${INCLUDE_FIREFOX}" = "true" ]; then \
         uv pip install playwright && \
         playwright install-deps && \
-        if [ "$INCLUDE_CHROMIUM" = "true" ]; then playwright install chromium; fi && \
-        if [ "$INCLUDE_FIREFOX" = "true" ]; then playwright install firefox; fi; \
+        if [ "${INCLUDE_CHROMIUM}" = "true" ]; then playwright install chromium; fi && \
+        if [ "${INCLUDE_FIREFOX}" = "true" ]; then playwright install firefox; fi; \
     else \
         echo "Skipping browser installation"; \
     fi
@@ -196,6 +197,18 @@ RUN /app/docker/apt-install.sh \
       libecpg-dev \
       libldap2-dev
 
+# Pre-load examples DuckDB file if requested
+RUN if [ "$LOAD_EXAMPLES_DUCKDB" = "true" ]; then \
+        mkdir -p /app/data && \
+        echo "Downloading pre-built examples.duckdb..." && \
+        curl -L -o /app/data/examples.duckdb \
+            "https://raw.githubusercontent.com/apache-superset/examples-data/master/examples.duckdb" && \
+        chown -R superset:superset /app/data; \
+    else \
+        mkdir -p /app/data && \
+        chown -R superset:superset /app/data; \
+    fi
+
 # Copy compiled things from previous stages
 COPY --from=superset-node /app/superset/static/assets superset/static/assets
 
@@ -219,11 +232,15 @@ 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
@@ -241,12 +258,17 @@ 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-cli superset-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
@@ -258,6 +280,15 @@ USER superset
 ######################################################################
 FROM lean AS ci
 USER root
-RUN uv pip install .[postgres]
+RUN uv pip install .[postgres,duckdb]
+USER superset
+CMD ["/app/docker/entrypoints/docker-ci.sh"]
+
+######################################################################
+# Showtime image - lean + DuckDB for examples database
+######################################################################
+FROM lean AS showtime
+USER root
+RUN uv pip install .[duckdb]
 USER superset
 CMD ["/app/docker/entrypoints/docker-ci.sh"]

GEMINI.md

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

GPT.md

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

LLMS.md

@@ -0,0 +1,194 @@
+# 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, prefer Ant Design component wrappers from @superset-ui/core/components
+- **Use antd theming tokens** - Prefer antd tokens over legacy theming tokens
+- **Avoid custom css and styles** - Follow antd best practices and avoid styling and custom CSS whenever possible
+
+### 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
+- **Use `test()` instead of `describe()`** - Follow [avoid nesting when testing](https://kentcdodds.com/blog/avoid-nesting-when-youre-testing) principles
+
+### 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
+
+### UUID Migration
+- **Prefer UUIDs over auto-incrementing IDs** - New models should use UUID primary keys
+- **External API exposure** - Use UUIDs in public APIs instead of internal integer IDs
+- **Existing models** - Add UUID fields alongside integer IDs for gradual migration
+
+## 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)
+
+### Test Database Patterns
+- **Mock patterns**: Use `MagicMock()` for config objects, avoid `AsyncMock` for synchronous code
+- **API tests**: Update expected columns when adding new model fields
+
+### 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)
+
+## SQLAlchemy Query Best Practices  
+- **Use negation operator**: `~Model.field` instead of `== False` to avoid ruff E712 errors
+- **Example**: `~Model.is_active` instead of `Model.is_active == False`
+
+## Pre-commit Validation
+
+**Use pre-commit hooks for quality validation:**
+
+```bash
+# Install hooks
+pre-commit install
+
+# IMPORTANT: Stage your changes first!
+git add .                        # Pre-commit only checks staged files
+
+# 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
+```
+
+**Important pre-commit usage notes:**
+- **Stage files first**: Run `git add .` before `pre-commit run` to check only changed files (much faster)
+- **Virtual environment**: Activate your Python virtual environment before running pre-commit
+  ```bash
+  # Common virtual environment locations (yours may differ):
+  source .venv/bin/activate      # if using .venv
+  source venv/bin/activate       # if using venv
+  source ~/venvs/superset/bin/activate  # if using a central location
+  ```
+  If you get a "command not found" error, ask the user which virtual environment to activate
+- **Auto-fixes**: Some hooks auto-fix issues (e.g., trailing whitespace). Re-run after fixes are applied
+
+## Common File Patterns
+
+### API Structure
+- **`/api.py`** - REST endpoints with decorators and OpenAPI docstrings
+- **`/schemas.py`** - Marshmallow validation schemas for OpenAPI spec
+- **`/commands/`** - Business logic classes with @transaction() decorators
+- **`/models/`** - SQLAlchemy database models
+- **OpenAPI docs**: Auto-generated at `/swagger/v1` from docstrings and schemas
+
+### Migration Files
+- **Location**: `superset/migrations/versions/`
+- **Naming**: `YYYY-MM-DD_HH-MM_hash_description.py`
+- **Utilities**: Use helpers from `superset.migrations.shared.utils` for database compatibility
+- **Pattern**: Import utilities instead of raw SQLAlchemy operations
+
+## 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.

Makefile

@@ -91,7 +91,7 @@ js-format:
 	cd superset-frontend; npm run prettier
 
 flask-app:
-	flask run -p 8088 --with-threads --reload --debugger
+	flask run -p 8088 --reload --debugger
 
 node-app:
 	cd superset-frontend; npm run dev-server

README.md

@@ -103,7 +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"/>
@@ -111,7 +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" />
@@ -136,7 +135,7 @@ 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" />

RELEASING/Dockerfile.from_local_tarball

@@ -14,7 +14,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 #
-FROM python:3.10-slim-bookworm
+FROM python:3.10-slim-trixie
 
 RUN useradd --user-group --create-home --no-log-init --shell /bin/bash superset
 

RELEASING/Dockerfile.from_svn_tarball

@@ -14,7 +14,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 #
-FROM python:3.10-slim-bookworm
+FROM python:3.10-slim-trixie
 
 RUN useradd --user-group --create-home --no-log-init --shell /bin/bash superset
 

RELEASING/Dockerfile.make_docs

@@ -14,7 +14,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 #
-FROM python:3.10-slim-bookworm
+FROM python:3.10-slim-trixie
 ARG VERSION
 
 RUN git clone --depth 1 --branch ${VERSION} https://github.com/apache/superset.git /superset

RELEASING/Dockerfile.make_tarball

@@ -14,7 +14,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 #
-FROM python:3.10-slim-bookworm
+FROM python:3.10-slim-trixie
 
 RUN apt-get update -y
 RUN apt-get install -y \

RELEASING/README.md

@@ -469,8 +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/make_tarball.sh

@@ -32,11 +32,10 @@ else
   SUPERSET_VERSION="${1}"
   SUPERSET_RC="${2}"
   SUPERSET_PGP_FULLNAME="${3}"
+  SUPERSET_VERSION_RC="${SUPERSET_VERSION}rc${SUPERSET_RC}"
   SUPERSET_RELEASE_RC_TARBALL="apache_superset-${SUPERSET_VERSION_RC}-source.tar.gz"
 fi
 
-SUPERSET_VERSION_RC="${SUPERSET_VERSION}rc${SUPERSET_RC}"
-
 if [ -z "${SUPERSET_SVN_DEV_PATH}" ]; then
   SUPERSET_SVN_DEV_PATH="$HOME/svn/superset_dev"
 fi

RESOURCES/FEATURE_FLAGS.md

@@ -28,6 +28,7 @@ These features are considered **unfinished** and should only be used on developm
 [//]: # "PLEASE KEEP THE LIST SORTED ALPHABETICALLY"
 
 - ALERT_REPORT_TABS
+- DATE_RANGE_TIMESHIFTS_ENABLED
 - ENABLE_ADVANCED_DATA_TYPES
 - PRESTO_EXPAND_DATA
 - SHARE_QUERIES_VIA_KV_STORE

RESOURCES/INTHEWILD.md

@@ -43,6 +43,7 @@ Join our growing community!
 - [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]
@@ -104,6 +105,7 @@ Join our growing community!
 - [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/)

RESOURCES/STANDARD_ROLES.md

@@ -94,9 +94,9 @@ under the License.
 | can available domains on Superset                |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|O|
 | can request access on Superset                   |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|O|
 | can dashboard on Superset                        |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|O|
-| can post on TableSchemaView                      |:heavy_check_mark:|:heavy_check_mark:|O|O|
-| can expanded on TableSchemaView                  |:heavy_check_mark:|:heavy_check_mark:|O|O|
-| can delete on TableSchemaView                    |:heavy_check_mark:|:heavy_check_mark:|O|O|
+| can post on TableSchemaView                      |:heavy_check_mark:|O|O|:heavy_check_mark:|
+| can expanded on TableSchemaView                  |:heavy_check_mark:|O|O|:heavy_check_mark:|
+| can delete on TableSchemaView                    |:heavy_check_mark:|O|O|:heavy_check_mark:|
 | can get on TabStateView                          |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|
 | can post on TabStateView                         |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|
 | can delete query on TabStateView                 |:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|:heavy_check_mark:|
@@ -132,13 +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|

UPDATING.md

@@ -23,9 +23,27 @@ This file documents any backwards-incompatible changes in Superset and
 assists people when migrating to a new version.
 
 ## Next
+- [34782](https://github.com/apache/superset/pull/34782): Dataset exports now include the dataset ID in their file name (similar to charts and dashboards). If managing assets as code, make sure to rename existing dataset YAMLs to include the ID (and avoid duplicated files).
+- [34536](https://github.com/apache/superset/pull/34536): The `ENVIRONMENT_TAG_CONFIG` color values have changed to support only Ant Design semantic colors. Update your `superset_config.py`:
+  - Change `"error.base"` to just `"error"` after this PR
+  - Change any hex color values to one of: `"success"`, `"processing"`, `"error"`, `"warning"`, `"default"`
+  - Custom colors are no longer supported to maintain consistency with Ant Design components
+- [34561](https://github.com/apache/superset/pull/34561) Added tiled screenshot functionality for Playwright-based reports to handle large dashboards more efficiently. When enabled (default: `SCREENSHOT_TILED_ENABLED = True`), dashboards with 20+ charts or height exceeding 5000px will be captured using multiple viewport-sized tiles and combined into a single image. This improves report generation performance and reliability for large dashboards.
+Note: Pillow is now a required dependency (previously optional) to support image processing for tiled screenshots.
+`thumbnails` optional dependency is now deprecated and will be removed in the next major release (7.0).
+- [33084](https://github.com/apache/superset/pull/33084) The DISALLOWED_SQL_FUNCTIONS configuration now includes additional potentially sensitive database functions across PostgreSQL, MySQL, SQLite, MS SQL Server, and ClickHouse. Existing queries using these functions may now be blocked. Review your SQL Lab queries and dashboards if you encounter "disallowed function" errors after upgrading
+- [34235](https://github.com/apache/superset/pull/34235) CSV exports now use `utf-8-sig` encoding by default to include a UTF-8 BOM, improving compatibility with Excel.
+- [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.
+  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.
+- [34319](https://github.com/apache/superset/pull/34319) Drill to Detail and Drill By is now supported in Embedded mode, and also with the `DASHBOARD_RBAC` FF. If you don't want to expose these features in Embedded / `DASHBOARD_RBAC`, make sure the roles used for Embedded / `DASHBOARD_RBAC`don't have the required permissions to perform D2D actions.
+
+## 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.
 - [31959](https://github.com/apache/superset/pull/32000) Removes CSV_UPLOAD_MAX_SIZE config, use your web server to control file upload size.
 - [31959](https://github.com/apache/superset/pull/31959) Removes the following endpoints from data uploads: `/api/v1/database/<id>/<file type>_upload` and `/api/v1/database/<file type>_metadata`, in favour of new one (Details on the PR). And simplifies permissions.
@@ -34,10 +52,12 @@ There's a migration added that can potentially affect a significant number of ex
 - [31794](https://github.com/apache/superset/pull/31794) Removed the previously deprecated `DASHBOARD_CROSS_FILTERS` feature flag
 - [31774](https://github.com/apache/superset/pull/31774): Fixes the spelling of the `USE-ANALAGOUS-COLORS` feature flag. Please update any scripts/configuration item to use the new/corrected `USE-ANALOGOUS-COLORS` flag spelling.
 - [31582](https://github.com/apache/superset/pull/31582) Removed the legacy Area, Bar, Event Flow, Heatmap, Histogram, Line, Sankey, and Sankey Loop charts. They were all automatically migrated to their ECharts counterparts with the exception of the Event Flow and Sankey Loop charts which were removed as they were not actively maintained and not widely used. If you were using the Event Flow or Sankey Loop charts, you will need to find an alternative solution.
+- [31198](https://github.com/apache/superset/pull/31198) Disallows by default the use of the following ClickHouse functions: "version", "currentDatabase", "hostName".
 - [29798](https://github.com/apache/superset/pull/29798) Since 3.1.0, the intial schedule for an alert or report was mistakenly offset by the specified timezone's relation to UTC. The initial schedule should now begin at the correct time.
 - [30021](https://github.com/apache/superset/pull/30021) The `dev` layer in our Dockerfile no long includes firefox binaries, only Chromium to reduce bloat/docker-build-time.
-- [30099](https://github.com/apache/superset/pull/30099) Translations are no longer included in the default docker image builds. If your environment requires translations, you'll want to set the docker build arg `BUILD_TRANSACTION=true`.
+- [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.
 - [31385](https://github.com/apache/superset/pull/31385) Significant docker refactor, reducing access levels for the `superset` user, streamlining layer building, ...
 - [31503](https://github.com/apache/superset/pull/31503) Deprecating python 3.9.x support, 3.11 is now the recommended version and 3.10 is still supported over the Superset 5.0 lifecycle.
@@ -47,7 +67,6 @@ There's a migration added that can potentially affect a significant number of ex
 - [30284](https://github.com/apache/superset/pull/30284) Deprecated GLOBAL_ASYNC_QUERIES_REDIS_CONFIG in favor of the new GLOBAL_ASYNC_QUERIES_CACHE_BACKEND configuration. To leverage Redis Sentinel, set CACHE_TYPE to RedisSentinelCache, or use RedisCache for standalone Redis
 - [31961](https://github.com/apache/superset/pull/31961) Upgraded React from version 16.13.1 to 17.0.2. If you are using custom frontend extensions or plugins, you may need to update them to be compatible with React 17.
 - [31260](https://github.com/apache/superset/pull/31260) Docker images now use `uv pip install` instead of `pip install` to manage the python envrionment. Most docker-based deployments will be affected, whether you derive one of the published images, or have custom bootstrap script that install python libraries (drivers)
-- [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.
 
 ### Potential Downtime
 

docker-compose-image-tag.yml

@@ -20,6 +20,9 @@
 # If you choose to use this type of deployment make sure to
 # create you own docker environment file (docker/.env) with your own
 # unique random secure passwords and SECRET_KEY.
+#
+# For verbose logging during development:
+# - Set SUPERSET_LOG_LEVEL=debug in docker/.env-local for detailed Superset logs
 # -----------------------------------------------------------------------
 x-superset-image: &superset-image apachesuperset.docker.scarf.sh/apache/superset:${TAG:-latest-dev}
 x-superset-volumes:
@@ -65,8 +68,6 @@ services:
       superset-init:
         condition: service_completed_successfully
     volumes: *superset-volumes
-    environment:
-      SUPERSET_LOG_LEVEL: "${SUPERSET_LOG_LEVEL:-info}"
 
   superset-init:
     image: *superset-image
@@ -86,9 +87,6 @@ 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 +109,6 @@ 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 +127,6 @@ services:
     volumes: *superset-volumes
     healthcheck:
       disable: true
-    environment:
-      SUPERSET_LOG_LEVEL: "${SUPERSET_LOG_LEVEL:-info}"
 
 volumes:
   superset_home:

docker-compose-light.yml

@@ -0,0 +1,202 @@
+#
+# 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.
+#
+
+# -----------------------------------------------------------------------
+# Lightweight docker-compose for running multiple Superset instances
+# This includes only essential services: database and Superset app (no Redis)
+#
+# RUNNING SUPERSET:
+# 1. Start services: docker-compose -f docker-compose-light.yml up
+# 2. Access at: http://localhost:9001 (or NODE_PORT if specified)
+#
+# RUNNING MULTIPLE INSTANCES:
+# - Use different project names: docker-compose -p project1 -f docker-compose-light.yml up
+# - Use different NODE_PORT values: NODE_PORT=9002 docker-compose -p project2 -f docker-compose-light.yml up
+# - Volumes are isolated by project name (e.g., project1_db_home_light, project2_db_home_light)
+# - Database name is intentionally different (superset_light) to prevent accidental cross-connections
+#
+# RUNNING TESTS WITH PYTEST:
+# Tests run in an isolated environment with a separate test database.
+# The pytest-runner service automatically creates and initializes the test database on first use.
+#
+# Basic usage:
+#   docker-compose -f docker-compose-light.yml run --rm pytest-runner pytest tests/unit_tests/
+#
+# Run specific test file:
+#   docker-compose -f docker-compose-light.yml run --rm pytest-runner pytest tests/unit_tests/test_foo.py
+#
+# Run with pytest options:
+#   docker-compose -f docker-compose-light.yml run --rm pytest-runner pytest -v -s -x tests/
+#
+# Force reload test database and run tests (when tests are failing due to bad state):
+#   docker-compose -f docker-compose-light.yml run --rm -e FORCE_RELOAD=true pytest-runner pytest tests/
+#
+# Run any command in test environment:
+#   docker-compose -f docker-compose-light.yml run --rm pytest-runner bash
+#   docker-compose -f docker-compose-light.yml run --rm pytest-runner pytest --collect-only
+#
+# For parallel test execution with different projects:
+#   docker-compose -p project1 -f docker-compose-light.yml run --rm pytest-runner pytest tests/
+#
+# DEVELOPMENT TIPS:
+# - First test run takes ~20-30 seconds (database creation + initialization)
+# - Subsequent runs are fast (~2-3 seconds startup)
+# - Use FORCE_RELOAD=true when you need a clean test database
+# - Tests use SimpleCache instead of Redis (no Redis required)
+# - Set SUPERSET_LOG_LEVEL=debug in docker/.env-local for detailed logs
+# -----------------------------------------------------------------------
+x-superset-user: &superset-user root
+x-superset-volumes: &superset-volumes
+  # /app/pythonpath_docker will be appended to the PYTHONPATH in the final container
+  - ./docker:/app/docker
+  - ./superset:/app/superset
+  - ./superset-frontend:/app/superset-frontend
+  - superset_home_light:/app/superset_home
+  - ./tests:/app/tests
+x-common-build: &common-build
+  context: .
+  target: ${SUPERSET_BUILD_TARGET:-dev} # can use `dev` (default) or `lean`
+  cache_from:
+    - apache/superset-cache:3.10-slim-trixie
+  args:
+    DEV_MODE: "true"
+    INCLUDE_CHROMIUM: ${INCLUDE_CHROMIUM:-false}
+    INCLUDE_FIREFOX: ${INCLUDE_FIREFOX:-false}
+    BUILD_TRANSLATIONS: ${BUILD_TRANSLATIONS:-false}
+    LOAD_EXAMPLES_DUCKDB: ${LOAD_EXAMPLES_DUCKDB:-true}
+
+services:
+  db-light:
+    env_file:
+      - path: docker/.env # default
+        required: true
+      - path: docker/.env-local # optional override
+        required: false
+    image: postgres:16
+    restart: unless-stopped
+    volumes:
+      - db_home_light:/var/lib/postgresql/data
+      - ./docker/docker-entrypoint-initdb.d:/docker-entrypoint-initdb.d
+    environment:
+      POSTGRES_DB: superset_light
+    command: postgres -c max_connections=200
+
+  superset-light:
+    env_file:
+      - path: docker/.env # default
+        required: true
+      - path: docker/.env-local # optional override
+        required: false
+    build:
+      <<: *common-build
+    command: ["/app/docker/docker-bootstrap.sh", "app"]
+    restart: unless-stopped
+    extra_hosts:
+      - "host.docker.internal:host-gateway"
+    user: *superset-user
+    depends_on:
+      superset-init-light:
+        condition: service_completed_successfully
+    volumes: *superset-volumes
+    environment:
+      DATABASE_HOST: db-light
+      DATABASE_DB: superset_light
+      POSTGRES_DB: superset_light
+      SUPERSET__SQLALCHEMY_EXAMPLES_URI: "duckdb:////app/data/examples.duckdb"
+      SUPERSET_CONFIG_PATH: /app/docker/pythonpath_dev/superset_config_docker_light.py
+
+  superset-init-light:
+    build:
+      <<: *common-build
+    command: ["/app/docker/docker-init.sh"]
+    env_file:
+      - path: docker/.env # default
+        required: true
+      - path: docker/.env-local # optional override
+        required: false
+    user: *superset-user
+    depends_on:
+      db-light:
+        condition: service_started
+    volumes: *superset-volumes
+    environment:
+      DATABASE_HOST: db-light
+      DATABASE_DB: superset_light
+      POSTGRES_DB: superset_light
+      SUPERSET__SQLALCHEMY_EXAMPLES_URI: "duckdb:////app/data/examples.duckdb"
+      SUPERSET_CONFIG_PATH: /app/docker/pythonpath_dev/superset_config_docker_light.py
+    healthcheck:
+      disable: true
+
+  superset-node-light:
+    build:
+      context: .
+      target: superset-node
+      args:
+        # This prevents building the frontend bundle since we'll mount local folder
+        # and build it on startup while firing docker-frontend.sh in dev mode, where
+        # it'll mount and watch local files and rebuild as you update them
+        DEV_MODE: "true"
+        BUILD_TRANSLATIONS: ${BUILD_TRANSLATIONS:-false}
+    environment:
+      # set this to false if you have perf issues running the npm i; npm run dev in-docker
+      # if you do so, you have to run this manually on the host, which should perform better!
+      BUILD_SUPERSET_FRONTEND_IN_DOCKER: true
+      NPM_RUN_PRUNE: false
+      SCARF_ANALYTICS: "${SCARF_ANALYTICS:-}"
+      # configuring the dev-server to use the host.docker.internal to connect to the backend
+      superset: "http://superset-light:8088"
+    ports:
+      - "127.0.0.1:${NODE_PORT:-9001}:9000"  # Parameterized port
+    command: ["/app/docker/docker-frontend.sh"]
+    env_file:
+      - path: docker/.env # default
+        required: true
+      - path: docker/.env-local # optional override
+        required: false
+    volumes: *superset-volumes
+
+  pytest-runner:
+    build:
+      <<: *common-build
+    entrypoint: ["/app/docker/docker-pytest-entrypoint.sh"]
+    env_file:
+      - path: docker/.env # default
+        required: true
+      - path: docker/.env-local # optional override
+        required: false
+    profiles:
+      - test  # Only starts when --profile test is used
+    depends_on:
+      db-light:
+        condition: service_started
+    user: *superset-user
+    volumes: *superset-volumes
+    environment:
+      DATABASE_HOST: db-light
+      DATABASE_DB: test
+      POSTGRES_DB: test
+      SUPERSET__SQLALCHEMY_DATABASE_URI: postgresql+psycopg2://superset:superset@db-light:5432/test
+      SUPERSET__SQLALCHEMY_EXAMPLES_URI: "duckdb:////app/data/examples.duckdb"
+      SUPERSET_CONFIG: superset_test_config_light
+      PYTHONPATH: /app/pythonpath:/app/docker/pythonpath_dev:/app
+
+volumes:
+  superset_home_light:
+    external: false
+  db_home_light:
+    external: false

docker-compose-non-dev.yml

@@ -20,6 +20,9 @@
 # If you choose to use this type of deployment make sure to
 # create you own docker environment file (docker/.env) with your own
 # unique random secure passwords and SECRET_KEY.
+#
+# For verbose logging during development:
+# - Set SUPERSET_LOG_LEVEL=debug in docker/.env-local for detailed Superset logs
 # -----------------------------------------------------------------------
 x-superset-volumes:
   &superset-volumes # /app/pythonpath_docker will be appended to the PYTHONPATH in the final container
@@ -30,7 +33,7 @@ x-common-build: &common-build
   context: .
   target: dev
   cache_from:
-    - apache/superset-cache:3.10-slim-bookworm
+    - apache/superset-cache:3.10-slim-trixie
 
 services:
   redis:
@@ -71,8 +74,6 @@ 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 +94,6 @@ 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 +117,6 @@ 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 +136,6 @@ services:
     volumes: *superset-volumes
     healthcheck:
       disable: true
-    environment:
-      SUPERSET_LOG_LEVEL: "${SUPERSET_LOG_LEVEL:-info}"
 
 volumes:
   superset_home:

docker-compose.yml

@@ -20,6 +20,9 @@
 # If you choose to use this type of deployment make sure to
 # create you own docker environment file (docker/.env) with your own
 # unique random secure passwords and SECRET_KEY.
+#
+# For verbose logging during development:
+# - Set SUPERSET_LOG_LEVEL=debug in docker/.env-local for detailed Superset logs
 # -----------------------------------------------------------------------
 x-superset-user: &superset-user root
 x-superset-volumes: &superset-volumes
@@ -33,12 +36,13 @@ x-common-build: &common-build
   context: .
   target: ${SUPERSET_BUILD_TARGET:-dev} # can use `dev` (default) or `lean`
   cache_from:
-    - apache/superset-cache:3.10-slim-bookworm
+    - apache/superset-cache:3.10-slim-trixie
   args:
     DEV_MODE: "true"
     INCLUDE_CHROMIUM: ${INCLUDE_CHROMIUM:-false}
     INCLUDE_FIREFOX: ${INCLUDE_FIREFOX:-false}
     BUILD_TRANSLATIONS: ${BUILD_TRANSLATIONS:-false}
+    LOAD_EXAMPLES_DUCKDB: ${LOAD_EXAMPLES_DUCKDB:-true}
 
 services:
   nginx:
@@ -105,8 +109,7 @@ services:
         condition: service_completed_successfully
     volumes: *superset-volumes
     environment:
-      CYPRESS_CONFIG: "${CYPRESS_CONFIG:-}"
-      SUPERSET_LOG_LEVEL: "${SUPERSET_LOG_LEVEL:-info}"
+      SUPERSET__SQLALCHEMY_EXAMPLES_URI: "duckdb:////app/data/examples.duckdb"
 
   superset-websocket:
     container_name: superset_websocket
@@ -159,9 +162,7 @@ services:
     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}"
+      SUPERSET__SQLALCHEMY_EXAMPLES_URI: "duckdb:////app/data/examples.duckdb"
     healthcheck:
       disable: true
 
@@ -206,8 +207,6 @@ 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:
@@ -239,9 +238,6 @@ services:
     volumes: *superset-volumes
     healthcheck:
       disable: true
-    environment:
-      CYPRESS_CONFIG: "${CYPRESS_CONFIG:-}"
-      SUPERSET_LOG_LEVEL: "${SUPERSET_LOG_LEVEL:-info}"
 
   superset-tests-worker:
     build:
@@ -262,7 +258,6 @@ 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

@@ -53,7 +53,12 @@ PYTHONPATH=/app/pythonpath:/app/docker/pythonpath_dev
 REDIS_HOST=redis
 REDIS_PORT=6379
 
+# Development and logging configuration
+# FLASK_DEBUG: Enables Flask dev features (auto-reload, better error pages) - keep 'true' for development
 FLASK_DEBUG=true
+# SUPERSET_LOG_LEVEL: Controls Superset application logging verbosity (debug, info, warning, error, critical)
+SUPERSET_LOG_LEVEL=info
+
 SUPERSET_APP_ROOT="/"
 SUPERSET_ENV=development
 SUPERSET_LOAD_EXAMPLES=yes
@@ -66,4 +71,3 @@ SUPERSET_SECRET_KEY=TEST_NON_DEV_SECRET
 ENABLE_PLAYWRIGHT=false
 PUPPETEER_SKIP_CHROMIUM_DOWNLOAD=true
 BUILD_SUPERSET_FRONTEND_IN_DOCKER=true
-SUPERSET_LOG_LEVEL=info

docker/apt-install.sh

@@ -18,7 +18,7 @@
 set -euo pipefail
 
 # Ensure this script is run as root
-if [[ $EUID -ne 0 ]]; then
+if [[ ${EUID} -ne 0 ]]; then
   echo "This script must be run as root" >&2
   exit 1
 fi
@@ -42,7 +42,7 @@ echo -e "${GREEN}Installing packages: $@${RESET}"
 apt-get install -yqq --no-install-recommends "$@"
 
 echo -e "${GREEN}Autoremoving unnecessary packages...${RESET}"
-apt-get autoremove -y
+apt-get autoremove -yqq --purge
 
 echo -e "${GREEN}Cleaning up package cache and metadata...${RESET}"
 apt-get clean

docker/docker-bootstrap.sh

@@ -72,7 +72,7 @@ case "${1}" in
     ;;
   app)
     echo "Starting web app (using development server)..."
-    flask run -p $PORT --with-threads --reload --debugger --host=0.0.0.0
+    flask run -p $PORT --reload --debugger --host=0.0.0.0
     ;;
   app-gunicorn)
     echo "Starting web app..."

docker/docker-init.sh

@@ -69,6 +69,8 @@ echo_step "3" "Complete" "Setting up roles and perms"
 if [ "$SUPERSET_LOAD_EXAMPLES" = "yes" ]; then
     # Load some data to play with
     echo_step "4" "Starting" "Loading examples"
+
+
     # If Cypress run which consumes superset_test_config – load required data for tests
     if [ "$CYPRESS_CONFIG" == "true" ]; then
         superset load_examples --load-test-data

docker/docker-pytest-entrypoint.sh

@@ -0,0 +1,152 @@
+#!/bin/bash
+#
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements.  See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License.  You may obtain a copy of the License at
+#
+#    http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#
+
+set -e
+
+# Wait for PostgreSQL to be ready
+echo "Waiting for database to be ready..."
+for i in {1..30}; do
+  if python3 -c "
+import psycopg2
+try:
+    conn = psycopg2.connect(host='db-light', user='superset', password='superset', database='superset_light')
+    conn.close()
+    print('Database is ready!')
+except:
+    exit(1)
+" 2>/dev/null; then
+    echo "Database connection established!"
+    break
+  fi
+  echo "Waiting for database... ($i/30)"
+  if [ $i -eq 30 ]; then
+    echo "Database connection timeout after 30 seconds"
+    exit 1
+  fi
+  sleep 1
+done
+
+# Handle database setup based on FORCE_RELOAD
+if [ "${FORCE_RELOAD}" = "true" ]; then
+  echo "Force reload requested - resetting test database"
+  # Drop and recreate the test database using Python
+  python3 -c "
+import psycopg2
+from psycopg2.extensions import ISOLATION_LEVEL_AUTOCOMMIT
+
+# Connect to default database
+conn = psycopg2.connect(host='db-light', user='superset', password='superset', database='superset_light')
+conn.set_isolation_level(ISOLATION_LEVEL_AUTOCOMMIT)
+cur = conn.cursor()
+
+# Drop and recreate test database
+try:
+    cur.execute('DROP DATABASE IF EXISTS test')
+except:
+    pass
+
+cur.execute('CREATE DATABASE test')
+conn.close()
+
+# Connect to test database to create schemas
+conn = psycopg2.connect(host='db-light', user='superset', password='superset', database='test')
+conn.set_isolation_level(ISOLATION_LEVEL_AUTOCOMMIT)
+cur = conn.cursor()
+
+cur.execute('CREATE SCHEMA sqllab_test_db')
+cur.execute('CREATE SCHEMA admin_database')
+
+cur.close()
+conn.close()
+print('Test database reset successfully')
+"
+  # Use --no-reset-db since we already reset it
+  FLAGS="--no-reset-db"
+else
+  echo "Using existing test database (set FORCE_RELOAD=true to reset)"
+  FLAGS="--no-reset-db"
+
+  # Ensure test database exists using Python
+  python3 -c "
+import psycopg2
+from psycopg2.extensions import ISOLATION_LEVEL_AUTOCOMMIT
+
+# Check if test database exists
+try:
+    conn = psycopg2.connect(host='db-light', user='superset', password='superset', database='test')
+    conn.close()
+    print('Test database already exists')
+except:
+    print('Creating test database...')
+    # Connect to default database to create test database
+    conn = psycopg2.connect(host='db-light', user='superset', password='superset', database='superset_light')
+    conn.set_isolation_level(ISOLATION_LEVEL_AUTOCOMMIT)
+    cur = conn.cursor()
+
+    # Create test database
+    cur.execute('CREATE DATABASE test')
+    conn.close()
+
+    # Connect to test database to create schemas
+    conn = psycopg2.connect(host='db-light', user='superset', password='superset', database='test')
+    conn.set_isolation_level(ISOLATION_LEVEL_AUTOCOMMIT)
+    cur = conn.cursor()
+
+    cur.execute('CREATE SCHEMA IF NOT EXISTS sqllab_test_db')
+    cur.execute('CREATE SCHEMA IF NOT EXISTS admin_database')
+
+    cur.close()
+    conn.close()
+    print('Test database created successfully')
+"
+fi
+
+# Always run database migrations to ensure schema is up to date
+echo "Running database migrations..."
+cd /app
+superset db upgrade
+
+# Initialize test environment if needed
+if [ "${FORCE_RELOAD}" = "true" ] || [ ! -f "/app/superset_home/.test_initialized" ]; then
+  echo "Initializing test environment..."
+  # Run initialization commands
+  superset init
+  echo "Loading test users..."
+  superset load-test-users
+
+  # Mark as initialized
+  touch /app/superset_home/.test_initialized
+else
+  echo "Test environment already initialized (skipping init and load-test-users)"
+  echo "Tip: Use FORCE_RELOAD=true to reinitialize the test database"
+fi
+
+# Create missing scripts needed for tests
+if [ ! -f "/app/scripts/tag_latest_release.sh" ]; then
+  echo "Creating missing tag_latest_release.sh script for tests..."
+  cp /app/docker/tag_latest_release.sh /app/scripts/tag_latest_release.sh 2>/dev/null || true
+fi
+
+# Install pip module for Shillelagh compatibility (aligns with CI environment)
+echo "Installing pip module for Shillelagh compatibility..."
+uv pip install pip
+
+# If arguments provided, execute them
+if [ $# -gt 0 ]; then
+  exec "$@"
+fi

docker/entrypoints/run-server.sh

@@ -26,7 +26,7 @@ gunicorn \
     --workers ${SERVER_WORKER_AMOUNT:-1} \
     --worker-class ${SERVER_WORKER_CLASS:-gthread} \
     --threads ${SERVER_THREADS_AMOUNT:-20} \
-    --log-level "${GUNICORN_LOGLEVEL:info}" \
+    --log-level "${GUNICORN_LOGLEVEL:-info}" \
     --timeout ${GUNICORN_TIMEOUT:-60} \
     --keep-alive ${GUNICORN_KEEPALIVE:-2} \
     --max-requests ${WORKER_MAX_REQUESTS:-0} \

docker/frontend-mem-nag.sh

@@ -23,25 +23,57 @@ MIN_MEM_FREE_GB=3
 MIN_MEM_FREE_KB=$(($MIN_MEM_FREE_GB*1000000))
 
 echo_mem_warn() {
-  MEM_FREE_KB=$(awk '/MemFree/ { printf "%s \n", $2 }' /proc/meminfo)
-  MEM_FREE_GB=$(awk '/MemFree/ { printf "%s \n", $2/1024/1024 }' /proc/meminfo)
+  # Check if running in Codespaces first
+  if [[ -n "${CODESPACES}" ]]; then
+    echo "Memory available: Codespaces managed"
+    return
+  fi
 
-  if [[ "${MEM_FREE_KB}" -lt "${MIN_MEM_FREE_KB}" ]]; then
+  # Check platform and get memory accordingly
+  if [[ -f /proc/meminfo ]]; then
+    # Linux
+    if grep -q MemAvailable /proc/meminfo; then
+      MEM_AVAIL_KB=$(awk '/MemAvailable/ { printf "%s \n", $2 }' /proc/meminfo)
+      MEM_AVAIL_GB=$(awk '/MemAvailable/ { printf "%s \n", $2/1024/1024 }' /proc/meminfo)
+    else
+      MEM_AVAIL_KB=$(awk '/MemFree/ { printf "%s \n", $2 }' /proc/meminfo)
+      MEM_AVAIL_GB=$(awk '/MemFree/ { printf "%s \n", $2/1024/1024 }' /proc/meminfo)
+    fi
+  elif [[ "$(uname)" == "Darwin" ]]; then
+    # macOS - use vm_stat to get free memory
+    # vm_stat reports in pages, typically 4096 bytes per page
+    PAGE_SIZE=$(pagesize)
+    FREE_PAGES=$(vm_stat | awk '/Pages free:/ {print $3}' | tr -d '.')
+    INACTIVE_PAGES=$(vm_stat | awk '/Pages inactive:/ {print $3}' | tr -d '.')
+    # Free + inactive pages give us available memory (similar to MemAvailable on Linux)
+    AVAIL_PAGES=$((FREE_PAGES + INACTIVE_PAGES))
+    MEM_AVAIL_KB=$((AVAIL_PAGES * PAGE_SIZE / 1024))
+    MEM_AVAIL_GB=$(echo "scale=2; $MEM_AVAIL_KB / 1024 / 1024" | bc)
+  else
+    # Other platforms
+    echo "Memory available: Unable to determine"
+    return
+  fi
+
+  if [[ "${MEM_AVAIL_KB}" -lt "${MIN_MEM_FREE_KB}" ]]; then
     cat <<EOF
     ===============================================
     ========  Memory Insufficient Warning =========
     ===============================================
 
-    It looks like you only have ${MEM_FREE_GB}GB of
-    memory free. Please increase your Docker
+    It looks like you only have ${MEM_AVAIL_GB}GB of
+    memory ${MEM_TYPE}. Please increase your Docker
     resources to at least ${MIN_MEM_FREE_GB}GB
 
+    Note: During builds, available memory may be
+    temporarily low due to caching and compilation.
+
     ===============================================
     ========  Memory Insufficient Warning =========
     ===============================================
 EOF
   else
-    echo "Memory check Ok [${MEM_FREE_GB}GB free]"
+    echo "Memory available: ${MEM_AVAIL_GB} GB"
   fi
 }
 

docker/pip-install.sh

@@ -38,14 +38,14 @@ for arg in "$@"; do
 done
 
 # Install build-essential if required
-if $REQUIRES_BUILD_ESSENTIAL; then
+if ${REQUIRES_BUILD_ESSENTIAL}; then
   echo "Installing build-essential for package builds..."
   apt-get update -qq \
     && apt-get install -yqq --no-install-recommends build-essential
 fi
 
 # Choose whether to use pip cache
-if $USE_CACHE; then
+if ${USE_CACHE}; then
   echo "Using pip cache..."
   uv pip install "${ARGS[@]}"
 else
@@ -54,7 +54,7 @@ else
 fi
 
 # Remove build-essential if it was installed
-if $REQUIRES_BUILD_ESSENTIAL; then
+if ${REQUIRES_BUILD_ESSENTIAL}; then
   echo "Removing build-essential to keep the image lean..."
   apt-get autoremove -yqq --purge build-essential \
     && apt-get clean \

docker/pythonpath_dev/.gitignore

@@ -20,4 +20,5 @@
 # DON'T ignore the .gitignore
 !.gitignore
 !superset_config.py
+!superset_config_docker_light.py
 !superset_config_local.example

docker/pythonpath_dev/superset_config.py

@@ -49,12 +49,18 @@ SQLALCHEMY_DATABASE_URI = (
     f"{DATABASE_HOST}:{DATABASE_PORT}/{DATABASE_DB}"
 )
 
-SQLALCHEMY_EXAMPLES_URI = (
-    f"{DATABASE_DIALECT}://"
-    f"{EXAMPLES_USER}:{EXAMPLES_PASSWORD}@"
-    f"{EXAMPLES_HOST}:{EXAMPLES_PORT}/{EXAMPLES_DB}"
+# Use environment variable if set, otherwise construct from components
+# This MUST take precedence over any other configuration
+SQLALCHEMY_EXAMPLES_URI = os.getenv(
+    "SUPERSET__SQLALCHEMY_EXAMPLES_URI",
+    (
+        f"{DATABASE_DIALECT}://"
+        f"{EXAMPLES_USER}:{EXAMPLES_PASSWORD}@"
+        f"{EXAMPLES_HOST}:{EXAMPLES_PORT}/{EXAMPLES_DB}"
+    ),
 )
 
+
 REDIS_HOST = os.getenv("REDIS_HOST", "redis")
 REDIS_PORT = os.getenv("REDIS_PORT", "6379")
 REDIS_CELERY_DB = os.getenv("REDIS_CELERY_DB", "0")
@@ -129,7 +135,7 @@ if os.getenv("CYPRESS_CONFIG") == "true":
 #
 try:
     import superset_config_docker
-    from superset_config_docker import *  # noqa
+    from superset_config_docker import *  # noqa: F403
 
     logger.info(
         f"Loaded your Docker configuration at [{superset_config_docker.__file__}]"

docker/pythonpath_dev/superset_config_docker_light.py

@@ -14,24 +14,24 @@
 # KIND, either express or implied.  See the License for the
 # specific language governing permissions and limitations
 # under the License.
-from unittest.mock import patch
+#
+# Configuration for docker-compose-light.yml - disables Redis and uses minimal services
 
-from superset.views.log.views import LogModelView
-from tests.integration_tests.base_tests import SupersetTestCase
-from tests.integration_tests.constants import ADMIN_USERNAME
+# Import all settings from the main config first
+from flask_caching.backends.filesystemcache import FileSystemCache
+from superset_config import *  # noqa: F403
+
+# Override caching to use simple in-memory cache instead of Redis
+RESULTS_BACKEND = FileSystemCache("/app/superset_home/sqllab")
+
+CACHE_CONFIG = {
+    "CACHE_TYPE": "SimpleCache",
+    "CACHE_DEFAULT_TIMEOUT": 300,
+    "CACHE_KEY_PREFIX": "superset_light_",
+}
+DATA_CACHE_CONFIG = CACHE_CONFIG
+THUMBNAIL_CACHE_CONFIG = CACHE_CONFIG
 
 
-class TestLogModelView(SupersetTestCase):
-    def test_disabled(self):
-        with patch.object(LogModelView, "is_enabled", return_value=False):
-            self.login(ADMIN_USERNAME)
-            uri = "/logmodelview/list/"
-            rv = self.client.get(uri)
-            self.assert404(rv)
-
-    def test_enabled(self):
-        with patch.object(LogModelView, "is_enabled", return_value=True):
-            self.login(ADMIN_USERNAME)
-            uri = "/logmodelview/list/"
-            rv = self.client.get(uri)
-            self.assert200(rv)
+# Disable Celery entirely for lightweight mode
+CELERY_CONFIG = None  # type: ignore[assignment,misc]

docker/pythonpath_dev/superset_test_config_light.py

@@ -0,0 +1,55 @@
+# 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.
+#
+# Test configuration for docker-compose-light.yml - uses SimpleCache instead of Redis
+
+# Import all settings from the main test config first
+import os
+import sys
+
+# Add the tests directory to the path to import the test config
+sys.path.insert(0, os.path.join(os.path.dirname(__file__), "..", ".."))
+from tests.integration_tests.superset_test_config import *  # noqa: F403
+
+# Override Redis-based caching to use simple in-memory cache
+CACHE_CONFIG = {
+    "CACHE_TYPE": "SimpleCache",
+    "CACHE_DEFAULT_TIMEOUT": 300,
+    "CACHE_KEY_PREFIX": "superset_test_",
+}
+
+DATA_CACHE_CONFIG = {
+    **CACHE_CONFIG,
+    "CACHE_DEFAULT_TIMEOUT": 30,
+    "CACHE_KEY_PREFIX": "superset_test_data_",
+}
+
+# Keep SimpleCache for these as they're already using it
+# FILTER_STATE_CACHE_CONFIG - already SimpleCache in parent
+# EXPLORE_FORM_DATA_CACHE_CONFIG - already SimpleCache in parent
+
+# Disable Celery for lightweight testing
+CELERY_CONFIG = None
+
+# Use FileSystemCache for SQL Lab results instead of Redis
+from flask_caching.backends.filesystemcache import FileSystemCache  # noqa: E402
+
+RESULTS_BACKEND = FileSystemCache("/app/superset_home/sqllab_test")
+
+# Override WEBDRIVER_BASEURL for tests to match expected values
+WEBDRIVER_BASEURL = "http://0.0.0.0:8080/"
+WEBDRIVER_BASEURL_USER_FRIENDLY = WEBDRIVER_BASEURL

docker/tag_latest_release.sh

@@ -0,0 +1,190 @@
+#! /bin/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.
+
+run_git_tag () {
+  if [[ "$DRY_RUN" == "false" ]] && [[ "$SKIP_TAG" == "false" ]]
+  then
+    git tag -a -f latest "${GITHUB_TAG_NAME}" -m "latest tag"
+    echo "${GITHUB_TAG_NAME} has been tagged 'latest'"
+  fi
+  exit 0
+}
+
+###
+# separating out git commands into functions so they can be mocked in unit tests
+###
+git_show_ref () {
+  if [[ "$TEST_ENV" == "true" ]]
+  then
+    if [[ "$GITHUB_TAG_NAME" == "does_not_exist" ]]
+        # mock return for testing only
+    then
+      echo ""
+    else
+      echo "2817aebd69dc7d199ec45d973a2079f35e5658b6 refs/tags/${GITHUB_TAG_NAME}"
+    fi
+  fi
+  result=$(git show-ref "${GITHUB_TAG_NAME}")
+  echo "${result}"
+}
+
+get_latest_tag_list () {
+  if [[ "$TEST_ENV" == "true" ]]
+  then
+    echo "(tag: 2.1.0, apache/2.1test)"
+  else
+    result=$(git show-ref --tags --dereference latest | awk '{print $2}' | xargs git show --pretty=tformat:%d -s | grep tag:)
+    echo "${result}"
+  fi
+}
+###
+
+split_string () {
+  local version="$1"
+  local delimiter="$2"
+  local components=()
+  local tmp=""
+  for (( i=0; i<${#version}; i++ )); do
+    local char="${version:$i:1}"
+    if [[ "$char" != "$delimiter" ]]; then
+      tmp="$tmp$char"
+    elif [[ -n "$tmp" ]]; then
+      components+=("$tmp")
+      tmp=""
+    fi
+  done
+  if [[ -n "$tmp" ]]; then
+    components+=("$tmp")
+  fi
+  echo "${components[@]}"
+}
+
+DRY_RUN=false
+
+# get params passed in with script when it was run
+# --dry-run is optional and returns the value of SKIP_TAG, but does not run the git tag statement
+# A tag name is required as a param. A SHA won't work. You must first tag a sha with a release number
+# and then run this script
+while [[ $# -gt 0 ]]
+do
+key="$1"
+
+case $key in
+    --dry-run)
+    DRY_RUN=true
+    shift # past value
+    ;;
+    *)    # this should be the tag name
+    GITHUB_TAG_NAME=$key
+    shift # past value
+    ;;
+esac
+done
+
+if [ -z "${GITHUB_TAG_NAME}" ]; then
+    echo "Missing tag parameter, usage: ./scripts/tag_latest_release.sh <GITHUB_TAG_NAME>"
+    echo "SKIP_TAG=true" >> $GITHUB_OUTPUT
+    exit 1
+fi
+
+if [ -z "$(git_show_ref)" ]; then
+    echo "The tag ${GITHUB_TAG_NAME} does not exist. Please use a different tag."
+    echo "SKIP_TAG=true" >> $GITHUB_OUTPUT
+    exit 0
+fi
+
+# check that this tag only contains a proper semantic version
+if ! [[ ${GITHUB_TAG_NAME} =~ ^[0-9]+\.[0-9]+\.[0-9]+$ ]]
+then
+  echo "This tag ${GITHUB_TAG_NAME} is not a valid release version. Not tagging."
+  echo "SKIP_TAG=true" >> $GITHUB_OUTPUT
+  exit 1
+fi
+
+## split the current GITHUB_TAG_NAME into an array at the dot
+THIS_TAG_NAME=$(split_string "${GITHUB_TAG_NAME}" ".")
+
+# look up the 'latest' tag on git
+LATEST_TAG_LIST=$(get_latest_tag_list) || echo 'not found'
+
+# if 'latest' tag doesn't exist, then set this commit to latest
+if [[ -z "$LATEST_TAG_LIST" ]]
+then
+  echo "there are no latest tags yet, so I'm going to start by tagging this sha as the latest"
+  run_git_tag
+  exit 0
+fi
+
+# remove parenthesis and tag: from the list of tags
+LATEST_TAGS_STRINGS=$(echo "$LATEST_TAG_LIST" | sed 's/tag: \([^,]*\)/\1/g' | tr -d '()')
+
+LATEST_TAGS=$(split_string "$LATEST_TAGS_STRINGS" ",")
+TAGS=($(split_string "$LATEST_TAGS" " "))
+
+# Initialize a flag for comparison result
+compare_result=""
+
+# Iterate through the tags of the latest release
+for tag in $TAGS
+do
+  if [[ $tag == "latest" ]]; then
+    continue
+  else
+    ## extract just the version from this tag
+    LATEST_RELEASE_TAG="$tag"
+    echo "LATEST_RELEASE_TAG: ${LATEST_RELEASE_TAG}"
+
+    # check that this only contains a proper semantic version
+    if ! [[ ${LATEST_RELEASE_TAG} =~ ^[0-9]+\.[0-9]+\.[0-9]+$ ]]
+    then
+      echo "'Latest' has been associated with tag ${LATEST_RELEASE_TAG} which is not a valid release version. Looking for another."
+      continue
+    fi
+    echo "The current release with the latest tag is version ${LATEST_RELEASE_TAG}"
+    # Split the version strings into arrays
+    THIS_TAG_NAME_ARRAY=($(split_string "$THIS_TAG_NAME" "."))
+    LATEST_RELEASE_TAG_ARRAY=($(split_string "$LATEST_RELEASE_TAG" "."))
+
+    # Iterate through the components of the version strings
+    for (( j=0; j<${#THIS_TAG_NAME_ARRAY[@]}; j++ )); do
+        echo "Comparing ${THIS_TAG_NAME_ARRAY[$j]} to ${LATEST_RELEASE_TAG_ARRAY[$j]}"
+        if [[ $((THIS_TAG_NAME_ARRAY[$j])) > $((LATEST_RELEASE_TAG_ARRAY[$j])) ]]; then
+            compare_result="greater"
+            break
+        elif [[ $((THIS_TAG_NAME_ARRAY[$j])) < $((LATEST_RELEASE_TAG_ARRAY[$j])) ]]; then
+            compare_result="lesser"
+            break
+        fi
+    done
+  fi
+done
+
+# Determine the result based on the comparison
+if [[ -z "$compare_result" ]]; then
+    echo "Versions are equal"
+    echo "SKIP_TAG=true" >> $GITHUB_OUTPUT
+elif [[ "$compare_result" == "greater" ]]; then
+    echo "This release tag ${GITHUB_TAG_NAME} is newer than the latest."
+    echo "SKIP_TAG=false" >> $GITHUB_OUTPUT
+    # Add other actions you want to perform for a newer version
+elif [[ "$compare_result" == "lesser" ]]; then
+    echo "This release tag ${GITHUB_TAG_NAME} is older than the latest."
+    echo "This release tag ${GITHUB_TAG_NAME} is not the latest. Not tagging."
+    # if you've gotten this far, then we don't want to run any tags in the next step
+    echo "SKIP_TAG=true" >> $GITHUB_OUTPUT
+fi

docs/README.md

@@ -21,3 +21,183 @@ This is the public documentation site for Superset, built using
 [Docusaurus 3](https://docusaurus.io/). See
 [CONTRIBUTING.md](../CONTRIBUTING.md#documentation) for documentation on
 contributing to documentation.
+
+## Version Management
+
+The Superset documentation site uses Docusaurus versioning with three independent versioned sections:
+
+- **Main Documentation** (`/docs/`) - Core Superset documentation
+- **Developer Portal** (`/developer_portal/`) - Developer guides and tutorials  
+- **Component Playground** (`/components/`) - Interactive component examples (currently disabled)
+
+Each section maintains its own version history and can be versioned independently.
+
+### Creating a New Version
+
+To create a new version for any section, use the Docusaurus version command with the appropriate plugin ID or use our automated scripts:
+
+#### Using Automated Scripts (Required)
+
+**⚠️ Important:** Always use these custom commands instead of the native Docusaurus commands. These scripts ensure that both the Docusaurus versioning system AND the `versions-config.json` file are updated correctly.
+
+```bash
+# Main Documentation
+yarn version:add:docs 1.2.0
+
+# Developer Portal
+yarn version:add:developer_portal 1.2.0
+
+# Component Playground (when enabled)
+yarn version:add:components 1.2.0
+```
+
+**Do NOT use** the native Docusaurus commands directly (`yarn docusaurus docs:version`), as they will:
+- ❌ Create version files but NOT update `versions-config.json`
+- ❌ Cause versions to not appear in dropdown menus
+- ❌ Require manual fixes to synchronize the configuration
+
+### Managing Versions
+
+#### With Automated Scripts
+The automated scripts handle all configuration updates automatically. No manual editing required!
+
+#### Manual Configuration
+If creating versions manually, you'll need to:
+
+1. **Update `versions-config.json`** (or `docusaurus.config.ts` if not using dynamic config):
+   - Add version to `onlyIncludeVersions` array
+   - Add version metadata to `versions` object
+   - Update `lastVersion` if needed
+
+2. **Files Created by Versioning**:
+   When a new version is created, Docusaurus generates:
+   - **Versioned docs folder**: `[section]_versioned_docs/version-X.X.X/`
+   - **Versioned sidebars**: `[section]_versioned_sidebars/version-X.X.X-sidebars.json`
+   - **Versions list**: `[section]_versions.json`
+
+   Note: For main docs, the prefix is omitted (e.g., `versioned_docs/` instead of `docs_versioned_docs/`)
+
+3. **Important**: After adding a version, restart the development server to see changes:
+   ```bash
+   yarn stop
+   yarn start
+   ```
+
+### Removing a Version
+
+#### Using Automated Scripts (Recommended)
+```bash
+# Main Documentation
+yarn version:remove:docs 1.0.0
+
+# Developer Portal
+yarn version:remove:developer_portal 1.0.0
+
+# Component Playground
+yarn version:remove:components 1.0.0
+```
+
+#### Manual Removal
+To manually remove a version:
+
+1. **Delete the version folder** from the appropriate location:
+   - Main docs: `versioned_docs/version-X.X.X/` (no prefix for main)
+   - Developer Portal: `developer_portal_versioned_docs/version-X.X.X/`
+   - Components: `components_versioned_docs/version-X.X.X/`
+
+2. **Delete the version metadata file**:
+   - Main docs: `versioned_sidebars/version-X.X.X-sidebars.json` (no prefix)
+   - Developer Portal: `developer_portal_versioned_sidebars/version-X.X.X-sidebars.json`
+   - Components: `components_versioned_sidebars/version-X.X.X-sidebars.json`
+
+3. **Update the versions list file**:
+   - Main docs: `versions.json`
+   - Developer Portal: `developer_portal_versions.json`
+   - Components: `components_versions.json`
+
+4. **Update configuration**:
+   - If using dynamic config: Update `versions-config.json`
+   - If using static config: Update `docusaurus.config.ts`
+
+5. **Restart the server** to see changes
+
+### Version Configuration Examples
+
+#### Main Documentation (default plugin)
+```typescript
+docs: {
+  includeCurrentVersion: true,
+  lastVersion: 'current',  // Makes /docs/ show Next version
+  onlyIncludeVersions: ['current', '1.1.0', '1.0.0'],
+  versions: {
+    current: {
+      label: 'Next',
+      path: '',  // Empty path for default routing
+      banner: 'unreleased',
+    },
+    '1.1.0': {
+      label: '1.1.0',
+      path: '1.1.0',
+      banner: 'none',
+    },
+  },
+}
+```
+
+#### Developer Portal & Components (custom plugins)
+```typescript
+{
+  id: 'developer_portal',
+  path: 'developer_portal',
+  routeBasePath: 'developer_portal',
+  includeCurrentVersion: true,
+  lastVersion: '1.1.0',  // Default version
+  onlyIncludeVersions: ['current', '1.1.0', '1.0.0'],
+  versions: {
+    current: {
+      label: 'Next',
+      path: 'next',
+      banner: 'unreleased',
+    },
+    '1.1.0': {
+      label: '1.1.0',
+      path: '1.1.0',
+      banner: 'none',
+    },
+  },
+}
+```
+
+### Best Practices
+
+1. **Version naming**: Use semantic versioning (e.g., 1.0.0, 1.1.0, 2.0.0)
+2. **Version banners**: Use `'unreleased'` for development versions, `'none'` for stable releases
+3. **Limit displayed versions**: Use `onlyIncludeVersions` to show only relevant versions
+4. **Test locally**: Always test version changes locally before deploying
+5. **Independent versioning**: Each section can have different version numbers and release cycles
+
+### Troubleshooting
+
+#### Version Not Showing After Creation
+
+If you accidentally used `yarn docusaurus docs:version` instead of `yarn version:add`:
+1. **Problem**: The version files were created but `versions-config.json` wasn't updated
+2. **Solution**: Either:
+   - Revert the changes: `git restore versions.json && rm -rf versioned_docs/ versioned_sidebars/`
+   - Then use the correct command: `yarn version:add:docs <version>`
+
+For other issues:
+- **Restart the server**: Changes to version configuration require a server restart
+- **Check config file**: Ensure `versions-config.json` includes the new version
+- **Verify files exist**: Check that versioned docs folder was created
+
+#### Broken Links in Versioned Documentation
+When creating a new version, links in the documentation are preserved as-is. Common issues:
+- **Cross-section links**: Links between sections (e.g., from developer_portal to docs) need to be version-aware
+- **Absolute vs relative paths**: Use relative paths within the same section
+- **Version-specific URLs**: Update hardcoded URLs to use version variables
+
+To fix broken links:
+1. Use `type: 'doc'` with `docId` for version-aware navigation in navbar
+2. Use relative paths within the same documentation section
+3. Test all versions after creation to identify broken links

docs/components/chart-components/bar-chart.md

@@ -0,0 +1,105 @@
+<!--
+    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.
+-->
+---
+title: Bar Chart
+sidebar_position: 1
+---
+
+# Bar Chart Component
+
+The Bar Chart component is used to visualize categorical data with rectangular bars.
+
+## Props
+
+| Prop | Type | Default | Description |
+|------|------|---------|-------------|
+| `data` | `array` | `[]` | Array of data objects to visualize |
+| `width` | `number` | `800` | Width of the chart in pixels |
+| `height` | `number` | `600` | Height of the chart in pixels |
+| `xField` | `string` | - | Field name for x-axis values |
+| `yField` | `string` | - | Field name for y-axis values |
+| `colorField` | `string` | - | Field name for color encoding |
+| `colorScheme` | `string` | `'supersetColors'` | Color scheme to use |
+| `showLegend` | `boolean` | `true` | Whether to show the legend |
+| `showGrid` | `boolean` | `true` | Whether to show grid lines |
+| `labelPosition` | `string` | `'top'` | Position of bar labels: 'top', 'middle', 'bottom' |
+
+## Examples
+
+### Basic Bar Chart
+
+```jsx
+import { BarChart } from '@superset-ui/chart-components';
+
+const data = [
+  { category: 'A', value: 10 },
+  { category: 'B', value: 20 },
+  { category: 'C', value: 15 },
+  { category: 'D', value: 25 },
+];
+
+function Example() {
+  return (
+    <BarChart
+      data={data}
+      width={800}
+      height={400}
+      xField="category"
+      yField="value"
+      colorScheme="supersetColors"
+    />
+  );
+}
+```
+
+### Grouped Bar Chart
+
+```jsx
+import { BarChart } from '@superset-ui/chart-components';
+
+const data = [
+  { category: 'A', group: 'Group 1', value: 10 },
+  { category: 'A', group: 'Group 2', value: 15 },
+  { category: 'B', group: 'Group 1', value: 20 },
+  { category: 'B', group: 'Group 2', value: 25 },
+  { category: 'C', group: 'Group 1', value: 15 },
+  { category: 'C', group: 'Group 2', value: 10 },
+];
+
+function Example() {
+  return (
+    <BarChart
+      data={data}
+      width={800}
+      height={400}
+      xField="category"
+      yField="value"
+      colorField="group"
+      colorScheme="supersetColors"
+    />
+  );
+}
+```
+
+## Best Practices
+
+- Use bar charts when comparing quantities across categories
+- Sort bars by value for better readability, unless there's a natural order to the categories
+- Use consistent colors for the same categories across different charts
+- Consider using horizontal bar charts when category labels are long

docs/components/index.md

@@ -0,0 +1,59 @@
+<!--
+    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.
+-->
+---
+title: Component Library
+sidebar_position: 1
+---
+
+# Superset Component Library
+
+Welcome to the Apache Superset Component Library documentation. This section provides comprehensive documentation for all the UI components, chart components, and layout components used in Superset.
+
+## What is the Component Library?
+
+The Component Library is a collection of reusable UI components that are used to build the Superset user interface. These components are designed to be consistent, accessible, and easy to use.
+
+## Component Categories
+
+The Component Library is organized into the following categories:
+
+### UI Components
+
+Basic UI components like buttons, inputs, dropdowns, and other form elements.
+
+### Chart Components
+
+Visualization components used to render different types of charts and graphs.
+
+### Layout Components
+
+Components used for page layout, such as containers, grids, and navigation elements.
+
+## Versioning
+
+The Component Library documentation follows its own versioning scheme, independent from the main Superset documentation. This allows us to update the component documentation as the components evolve, without affecting the main documentation.
+
+## Getting Started
+
+Browse the sidebar to explore the different components available in the library. Each component documentation includes:
+
+- Component description and purpose
+- Props and configuration options
+- Usage examples
+- Best practices

docs/components/layout-components/grid.md

@@ -0,0 +1,113 @@
+<!--
+    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.
+-->
+---
+title: Grid
+sidebar_position: 1
+---
+
+# Grid Component
+
+The Grid component provides a flexible layout system for arranging content in rows and columns.
+
+## Props
+
+| Prop | Type | Default | Description |
+|------|------|---------|-------------|
+| `gutter` | `number` or `[number, number]` | `0` | Grid spacing between items, can be a single number or [horizontal, vertical] |
+| `columns` | `number` | `12` | Number of columns in the grid |
+| `justify` | `string` | `'start'` | Horizontal alignment: 'start', 'center', 'end', 'space-between', 'space-around' |
+| `align` | `string` | `'top'` | Vertical alignment: 'top', 'middle', 'bottom' |
+| `wrap` | `boolean` | `true` | Whether to wrap items when they overflow |
+
+### Row Props
+
+| Prop | Type | Default | Description |
+|------|------|---------|-------------|
+| `gutter` | `number` or `[number, number]` | `0` | Spacing between items in the row |
+| `justify` | `string` | `'start'` | Horizontal alignment for this row |
+| `align` | `string` | `'top'` | Vertical alignment for this row |
+
+### Col Props
+
+| Prop | Type | Default | Description |
+|------|------|---------|-------------|
+| `span` | `number` | - | Number of columns the grid item spans |
+| `offset` | `number` | `0` | Number of columns the grid item is offset |
+| `xs`, `sm`, `md`, `lg`, `xl` | `number` or `object` | - | Responsive props for different screen sizes |
+
+## Examples
+
+### Basic Grid
+
+```jsx
+import { Grid, Row, Col } from '@superset-ui/core';
+
+function Example() {
+  return (
+    <Grid>
+      <Row gutter={16}>
+        <Col span={8}>
+          <div>Column 1</div>
+        </Col>
+        <Col span={8}>
+          <div>Column 2</div>
+        </Col>
+        <Col span={8}>
+          <div>Column 3</div>
+        </Col>
+      </Row>
+    </Grid>
+  );
+}
+```
+
+### Responsive Grid
+
+```jsx
+import { Grid, Row, Col } from '@superset-ui/core';
+
+function Example() {
+  return (
+    <Grid>
+      <Row gutter={[16, 24]}>
+        <Col xs={24} sm={12} md={8} lg={6}>
+          <div>Responsive Column 1</div>
+        </Col>
+        <Col xs={24} sm={12} md={8} lg={6}>
+          <div>Responsive Column 2</div>
+        </Col>
+        <Col xs={24} sm={12} md={8} lg={6}>
+          <div>Responsive Column 3</div>
+        </Col>
+        <Col xs={24} sm={12} md={8} lg={6}>
+          <div>Responsive Column 4</div>
+        </Col>
+      </Row>
+    </Grid>
+  );
+}
+```
+
+## Best Practices
+
+- Use the Grid system for complex layouts that need to be responsive
+- Specify column widths for different screen sizes to ensure proper responsive behavior
+- Use gutters to create appropriate spacing between grid items
+- Keep the grid structure consistent throughout your application
+- Consider using the grid system for dashboard layouts to ensure consistent spacing and alignment

docs/components/test.mdx

@@ -0,0 +1,35 @@
+<!--
+    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.
+-->
+---
+title: Test
+---
+
+import { StoryExample } from '../src/components/StorybookWrapper';
+
+# Test
+
+This is a test using our custom StorybookWrapper component.
+
+<StoryExample
+  component={() => (
+    <div style={{ padding: '10px', background: '#f0f0f0', borderRadius: '4px' }}>
+      This is a simple example component
+    </div>
+  )}
+/>

docs/components/ui-components/button.mdx

@@ -0,0 +1,146 @@
+<!--
+    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.
+-->
+---
+title: Button Component
+sidebar_position: 1
+---
+
+import { StoryExample, StoryWithControls } from '../../src/components/StorybookWrapper';
+import { Button } from '../../../superset-frontend/packages/superset-ui-core/src/components/Button';
+
+# Button Component
+
+The Button component is a fundamental UI element used throughout Superset for user interactions.
+
+## Basic Usage
+
+The default button with primary styling:
+<StoryExample
+  component={() => (
+    <Button buttonStyle="primary" onClick={() => console.log('Clicked!')}>
+      Click Me
+    </Button>
+  )}
+/>
+
+## Interactive Example
+
+<StoryWithControls
+  component={({ buttonStyle, buttonSize, label, disabled }) => (
+    <Button
+      buttonStyle={buttonStyle}
+      buttonSize={buttonSize}
+      disabled={disabled}
+      onClick={() => console.log('Clicked!')}
+    >
+      {label}
+    </Button>
+  )}
+  props={{
+    buttonStyle: 'primary',
+    buttonSize: 'default',
+    label: 'Click Me',
+    disabled: false
+  }}
+  controls={[
+    {
+      name: 'buttonStyle',
+      label: 'Button Style',
+      type: 'select',
+      options: ['primary', 'secondary', 'tertiary', 'success', 'warning', 'danger', 'default', 'link', 'dashed']
+    },
+    {
+      name: 'buttonSize',
+      label: 'Button Size',
+      type: 'select',
+      options: ['default', 'small', 'xsmall']
+    },
+    {
+      name: 'label',
+      label: 'Button Text',
+      type: 'text'
+    },
+    {
+      name: 'disabled',
+      label: 'Disabled',
+      type: 'boolean'
+    }
+  ]}
+/>
+
+## Props
+
+| Prop | Type | Default | Description |
+|------|------|---------|-------------|
+| `buttonStyle` | `'primary' \| 'secondary' \| 'tertiary' \| 'success' \| 'warning' \| 'danger' \| 'default' \| 'link' \| 'dashed'` | `'default'` | Button style |
+| `buttonSize` | `'default' \| 'small' \| 'xsmall'` | `'default'` | Button size |
+| `disabled` | `boolean` | `false` | Whether the button is disabled |
+| `cta` | `boolean` | `false` | Whether the button is a call-to-action button |
+| `tooltip` | `ReactNode` | - | Tooltip content |
+| `placement` | `TooltipProps['placement']` | - | Tooltip placement |
+| `onClick` | `function` | - | Callback when button is clicked |
+| `href` | `string` | - | Turns button into an anchor link |
+| `target` | `string` | - | Target attribute for anchor links |
+
+## Usage
+
+```jsx
+import Button from 'src/components/Button';
+
+function MyComponent() {
+  return (
+    <Button
+      buttonStyle="primary"
+      onClick={() => console.log('Button clicked')}
+    >
+      Click Me
+    </Button>
+  );
+}
+```
+
+## Button Styles
+
+Superset provides a variety of button styles for different purposes:
+
+- **Primary**: Used for primary actions
+- **Secondary**: Used for secondary actions
+- **Tertiary**: Used for less important actions
+- **Success**: Used for successful or confirming actions
+- **Warning**: Used for actions that require caution
+- **Danger**: Used for destructive actions
+- **Link**: Used for navigation
+- **Dashed**: Used for adding new items or features
+
+## Button Sizes
+
+Buttons come in three sizes:
+
+- **Default**: Standard size for most use cases
+- **Small**: Compact size for tight spaces
+- **XSmall**: Extra small size for very limited spaces
+
+## Best Practices
+
+- Use primary buttons for the main action in a form or page
+- Use secondary buttons for alternative actions
+- Use danger buttons for destructive actions
+- Limit the number of primary buttons on a page to avoid confusion
+- Use consistent button styles throughout your application
+- Add tooltips to buttons when their purpose might not be immediately clear

docs/components/versions.json

@@ -0,0 +1 @@
+[]

docs/components_versions.json

@@ -0,0 +1 @@
+[]

docs/developer_portal/api/frontend.md

@@ -0,0 +1,477 @@
+---
+title: Frontend API Reference
+sidebar_position: 1
+hide_title: true
+---
+
+<!--
+    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.
+-->
+
+# Frontend API Reference
+
+The `@apache-superset/core` package provides comprehensive APIs for frontend extension development. All APIs are organized into logical namespaces for easy discovery and use.
+
+## Core API
+
+The core namespace provides fundamental extension functionality.
+
+### registerView
+
+Registers a new view or panel in the specified contribution point.
+
+```typescript
+core.registerView(
+  id: string,
+  component: React.ComponentType
+): Disposable
+```
+
+**Example:**
+```typescript
+const panel = context.core.registerView('my-extension.panel', () => (
+  <MyPanelComponent />
+));
+```
+
+### getActiveView
+
+Gets the currently active view in a contribution area.
+
+```typescript
+core.getActiveView(area: string): View | undefined
+```
+
+## Commands API
+
+Manages command registration and execution.
+
+### registerCommand
+
+Registers a new command that can be triggered by menus, shortcuts, or programmatically.
+
+```typescript
+commands.registerCommand(
+  id: string,
+  handler: CommandHandler
+): Disposable
+
+interface CommandHandler {
+  title: string;
+  icon?: string;
+  execute: (...args: any[]) => any;
+  isEnabled?: (...args: any[]) => boolean;
+}
+```
+
+**Example:**
+```typescript
+const cmd = context.commands.registerCommand('my-extension.analyze', {
+  title: 'Analyze Query',
+  icon: 'BarChartOutlined',
+  execute: () => {
+    const query = context.sqlLab.getCurrentQuery();
+    // Perform analysis
+  },
+  isEnabled: () => {
+    return context.sqlLab.hasActiveEditor();
+  }
+});
+```
+
+### executeCommand
+
+Executes a registered command by ID.
+
+```typescript
+commands.executeCommand(id: string, ...args: any[]): Promise<any>
+```
+
+## SQL Lab API
+
+Provides access to SQL Lab functionality and events.
+
+### Query Access
+
+```typescript
+// Get current tab
+sqlLab.getCurrentTab(): Tab | undefined
+
+// Get all tabs
+sqlLab.getTabs(): Tab[]
+
+// Get current query
+sqlLab.getCurrentQuery(): string
+
+// Get selected text
+sqlLab.getSelectedText(): string | undefined
+```
+
+### Database Access
+
+```typescript
+// Get available databases
+sqlLab.getDatabases(): Database[]
+
+// Get database by ID
+sqlLab.getDatabase(id: number): Database | undefined
+
+// Get schemas for database
+sqlLab.getSchemas(databaseId: number): Promise<string[]>
+
+// Get tables for schema
+sqlLab.getTables(
+  databaseId: number,
+  schema: string
+): Promise<Table[]>
+```
+
+### Events
+
+```typescript
+// Query execution events
+sqlLab.onDidQueryRun: Event<QueryResult>
+sqlLab.onDidQueryStop: Event<QueryResult>
+sqlLab.onDidQueryFail: Event<QueryError>
+
+// Editor events
+sqlLab.onDidChangeEditorContent: Event<string>
+sqlLab.onDidChangeSelection: Event<Selection>
+
+// Tab events
+sqlLab.onDidChangeActiveTab: Event<Tab>
+sqlLab.onDidCloseTab: Event<Tab>
+sqlLab.onDidChangeTabTitle: Event<{tab: Tab, title: string}>
+
+// Panel events
+sqlLab.onDidOpenPanel: Event<Panel>
+sqlLab.onDidClosePanel: Event<Panel>
+sqlLab.onDidChangeActivePanel: Event<Panel>
+```
+
+**Event Usage Example:**
+```typescript
+const disposable = context.sqlLab.onDidQueryRun((result) => {
+  console.log('Query executed:', result.query);
+  console.log('Rows returned:', result.rowCount);
+  console.log('Execution time:', result.executionTime);
+});
+
+// Remember to dispose when done
+context.subscriptions.push(disposable);
+```
+
+## Authentication API
+
+Handles authentication and security tokens.
+
+### getCSRFToken
+
+Gets the current CSRF token for API requests.
+
+```typescript
+authentication.getCSRFToken(): Promise<string>
+```
+
+### getCurrentUser
+
+Gets information about the current user.
+
+```typescript
+authentication.getCurrentUser(): User
+
+interface User {
+  id: number;
+  username: string;
+  email: string;
+  roles: Role[];
+  permissions: Permission[];
+}
+```
+
+### hasPermission
+
+Checks if the current user has a specific permission.
+
+```typescript
+authentication.hasPermission(permission: string): boolean
+```
+
+## Extensions API
+
+Manages extension lifecycle and inter-extension communication.
+
+### getExtension
+
+Gets information about an installed extension.
+
+```typescript
+extensions.getExtension(id: string): Extension | undefined
+
+interface Extension {
+  id: string;
+  name: string;
+  version: string;
+  isActive: boolean;
+  metadata: ExtensionMetadata;
+}
+```
+
+### getActiveExtensions
+
+Gets all currently active extensions.
+
+```typescript
+extensions.getActiveExtensions(): Extension[]
+```
+
+### Events
+
+```typescript
+// Extension lifecycle events
+extensions.onDidActivateExtension: Event<Extension>
+extensions.onDidDeactivateExtension: Event<Extension>
+```
+
+## UI Components
+
+Import pre-built UI components from `@apache-superset/core`:
+
+```typescript
+import {
+  Button,
+  Select,
+  Input,
+  Table,
+  Modal,
+  Alert,
+  Tabs,
+  Card,
+  Dropdown,
+  Menu,
+  Tooltip,
+  Icon,
+  // ... many more
+} from '@apache-superset/core';
+```
+
+### Example Component Usage
+
+```typescript
+import { Button, Alert } from '@apache-superset/core';
+
+function MyExtensionPanel() {
+  return (
+    <div>
+      <Alert
+        message="Extension Loaded"
+        description="Your extension is ready to use"
+        type="success"
+      />
+      <Button
+        type="primary"
+        onClick={() => console.log('Clicked!')}
+      >
+        Execute Action
+      </Button>
+    </div>
+  );
+}
+```
+
+## Storage API
+
+Provides persistent storage for extension data.
+
+### Local Storage
+
+```typescript
+// Store data
+storage.local.set(key: string, value: any): Promise<void>
+
+// Retrieve data
+storage.local.get(key: string): Promise<any>
+
+// Remove data
+storage.local.remove(key: string): Promise<void>
+
+// Clear all extension data
+storage.local.clear(): Promise<void>
+```
+
+### Workspace Storage
+
+Workspace storage is shared across all users for collaborative features.
+
+```typescript
+storage.workspace.set(key: string, value: any): Promise<void>
+storage.workspace.get(key: string): Promise<any>
+storage.workspace.remove(key: string): Promise<void>
+```
+
+## Network API
+
+Utilities for making API calls to Superset.
+
+### fetch
+
+Enhanced fetch with CSRF token handling.
+
+```typescript
+network.fetch(url: string, options?: RequestInit): Promise<Response>
+```
+
+### API Client
+
+Type-safe API client for Superset endpoints.
+
+```typescript
+// Get chart data
+network.api.charts.get(id: number): Promise<Chart>
+
+// Query database
+network.api.sqlLab.execute(
+  databaseId: number,
+  query: string
+): Promise<QueryResult>
+
+// Get datasets
+network.api.datasets.list(): Promise<Dataset[]>
+```
+
+## Utility Functions
+
+### Formatting
+
+```typescript
+// Format numbers
+utils.formatNumber(value: number, format?: string): string
+
+// Format dates
+utils.formatDate(date: Date, format?: string): string
+
+// Format SQL
+utils.formatSQL(sql: string): string
+```
+
+### Validation
+
+```typescript
+// Validate SQL syntax
+utils.validateSQL(sql: string): ValidationResult
+
+// Check if valid database ID
+utils.isValidDatabaseId(id: any): boolean
+```
+
+## TypeScript Types
+
+Import common types for type safety:
+
+```typescript
+import type {
+  Database,
+  Dataset,
+  Chart,
+  Dashboard,
+  Query,
+  QueryResult,
+  Tab,
+  Panel,
+  User,
+  Role,
+  Permission,
+  ExtensionContext,
+  Disposable,
+  Event,
+  // ... more types
+} from '@apache-superset/core';
+```
+
+## Extension Context
+
+The context object passed to your extension's `activate` function:
+
+```typescript
+interface ExtensionContext {
+  // Subscription management
+  subscriptions: Disposable[];
+
+  // Extension metadata
+  extensionId: string;
+  extensionPath: string;
+
+  // API namespaces
+  core: CoreAPI;
+  commands: CommandsAPI;
+  sqlLab: SqlLabAPI;
+  authentication: AuthenticationAPI;
+  extensions: ExtensionsAPI;
+  storage: StorageAPI;
+  network: NetworkAPI;
+  utils: UtilsAPI;
+
+  // Logging
+  logger: Logger;
+}
+```
+
+## Event Handling
+
+Events follow the VS Code pattern with subscribe/dispose:
+
+```typescript
+// Subscribe to event
+const disposable = sqlLab.onDidQueryRun((result) => {
+  // Handle event
+});
+
+// Dispose when done
+disposable.dispose();
+
+// Or add to context for automatic cleanup
+context.subscriptions.push(disposable);
+```
+
+## Best Practices
+
+1. **Always dispose subscriptions** to prevent memory leaks
+2. **Use TypeScript** for better IDE support and type safety
+3. **Handle errors gracefully** with try-catch blocks
+4. **Check permissions** before sensitive operations
+5. **Use provided UI components** for consistency
+6. **Cache API responses** when appropriate
+7. **Validate user input** before processing
+
+## Version Compatibility
+
+The frontend API follows semantic versioning:
+
+- **Major version**: Breaking changes
+- **Minor version**: New features, backward compatible
+- **Patch version**: Bug fixes
+
+Check compatibility in your `extension.json`:
+
+```json
+{
+  "engines": {
+    "@apache-superset/core": "^1.0.0"
+  }
+}
+```

docs/developer_portal/architecture/overview.md

@@ -0,0 +1,348 @@
+---
+title: Architecture Overview
+sidebar_position: 1
+hide_title: true
+---
+
+<!--
+    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.
+-->
+
+# Extension Architecture Overview
+
+The Superset extension architecture is designed to be modular, secure, and performant. This document provides a comprehensive overview of how extensions work and interact with the Superset host application.
+
+## Core Principles
+
+### 1. Lean Core
+Superset's core remains minimal, with features delegated to extensions wherever possible. Built-in features use the same APIs as external extensions, ensuring API quality through dogfooding.
+
+### 2. Explicit Contribution Points
+All extension points are clearly defined and documented. Extensions declare their capabilities in metadata files, enabling predictable lifecycle management.
+
+### 3. Versioned APIs
+Public interfaces follow semantic versioning, ensuring backward compatibility and safe evolution of the platform.
+
+### 4. Lazy Loading
+Extensions load only when needed, minimizing performance impact and resource consumption.
+
+### 5. Composability
+Architecture patterns and APIs are reusable across different Superset modules, promoting consistency.
+
+### 6. Community-Driven
+The system evolves based on real-world feedback, with new extension points added as needs emerge.
+
+## System Architecture
+
+```mermaid
+graph TB
+    subgraph "Superset Host Application"
+        Core[Core Application]
+        API[Extension APIs]
+        Loader[Extension Loader]
+        Manager[Extension Manager]
+    end
+
+    subgraph "Core Packages"
+        FrontendCore["@apache-superset/core<br/>(Frontend)"]
+        BackendCore["apache-superset-core<br/>(Backend)"]
+        CLI["apache-superset-extensions-cli"]
+    end
+
+    subgraph "Extension"
+        Metadata[extension.json]
+        Frontend[Frontend Code]
+        Backend[Backend Code]
+        Bundle[.supx Bundle]
+    end
+
+    Core --> API
+    API --> FrontendCore
+    API --> BackendCore
+    Loader --> Manager
+    Manager --> Bundle
+    Frontend --> FrontendCore
+    Backend --> BackendCore
+    CLI --> Bundle
+```
+
+## Key Components
+
+### Host Application
+
+The Superset host application provides:
+
+- **Extension APIs**: Well-defined interfaces for extensions to interact with Superset
+- **Extension Manager**: Handles lifecycle, activation, and deactivation
+- **Module Loader**: Dynamically loads extension code using Webpack Module Federation
+- **Security Context**: Manages permissions and sandboxing for extensions
+
+### Core Packages
+
+#### @apache-superset/core (Frontend)
+- Shared UI components and utilities
+- TypeScript type definitions
+- Frontend API implementations
+- Event system and command registry
+
+#### apache-superset-core (Backend)
+- Python base classes and utilities
+- Database access APIs
+- Security and permission helpers
+- REST API registration
+
+#### apache-superset-extensions-cli
+- Project scaffolding
+- Build and bundling tools
+- Development server
+- Package management
+
+### Extension Structure
+
+Each extension consists of:
+
+- **Metadata** (`extension.json`): Declares capabilities and requirements
+- **Frontend**: React components and TypeScript code
+- **Backend**: Python modules and API endpoints
+- **Assets**: Styles, images, and other resources
+- **Bundle** (`.supx`): Packaged distribution format
+
+## Module Federation
+
+Extensions use Webpack Module Federation for dynamic loading:
+
+```javascript
+// Extension webpack.config.js
+new ModuleFederationPlugin({
+  name: 'my_extension',
+  filename: 'remoteEntry.[contenthash].js',
+  exposes: {
+    './index': './src/index.tsx',
+  },
+  externals: {
+    '@apache-superset/core': 'superset',
+  },
+  shared: {
+    react: { singleton: true },
+    'react-dom': { singleton: true },
+  }
+})
+```
+
+This allows:
+- **Independent builds**: Extensions compile separately from Superset
+- **Shared dependencies**: Common libraries like React aren't duplicated
+- **Dynamic loading**: Extensions load at runtime without rebuilding Superset
+- **Version compatibility**: Extensions declare compatible core versions
+
+## Extension Lifecycle
+
+### 1. Registration
+```typescript
+// Extension registered with host
+extensionManager.register({
+  name: 'my-extension',
+  version: '1.0.0',
+  manifest: manifestData
+});
+```
+
+### 2. Activation
+```typescript
+// activate() called when extension loads
+export function activate(context: ExtensionContext) {
+  // Register contributions
+  const disposables = [];
+
+  // Add panel
+  disposables.push(
+    context.core.registerView('my-panel', MyPanel)
+  );
+
+  // Register command
+  disposables.push(
+    context.commands.registerCommand('my-command', {
+      execute: () => { /* ... */ }
+    })
+  );
+
+  // Store for cleanup
+  context.subscriptions.push(...disposables);
+}
+```
+
+### 3. Runtime
+- Extension responds to events
+- Provides UI components when requested
+- Executes commands when triggered
+- Accesses APIs as needed
+
+### 4. Deactivation
+```typescript
+// Automatic cleanup of registered items
+export function deactivate() {
+  // context.subscriptions automatically disposed
+  // Additional cleanup if needed
+}
+```
+
+## Contribution Types
+
+### Views
+Extensions can add panels and UI components:
+
+```json
+{
+  "views": {
+    "sqllab.panels": [{
+      "id": "my-panel",
+      "name": "My Panel",
+      "icon": "ToolOutlined"
+    }]
+  }
+}
+```
+
+### Commands
+Define executable actions:
+
+```json
+{
+  "commands": [{
+    "command": "my-extension.run",
+    "title": "Run Analysis",
+    "icon": "PlayCircleOutlined"
+  }]
+}
+```
+
+### Menus
+Add items to existing menus:
+
+```json
+{
+  "menus": {
+    "sqllab.editor": {
+      "primary": [{
+        "command": "my-extension.run",
+        "when": "editorHasSelection"
+      }]
+    }
+  }
+}
+```
+
+### API Endpoints
+Register backend REST endpoints:
+
+```python
+from superset_core.api import rest_api
+
+@rest_api.route('/my-endpoint')
+def my_endpoint():
+    return {'data': 'value'}
+```
+
+## Security Model
+
+### Permissions
+- Extensions run with user's permissions
+- No elevation of privileges
+- Access controlled by Superset's RBAC
+
+### Sandboxing
+- Frontend code runs in browser context
+- Backend code runs in Python process
+- Future: Optional sandboxed execution
+
+### Validation
+- Manifest validation on upload
+- Signature verification (future)
+- Dependency scanning
+
+## Performance Considerations
+
+### Lazy Loading
+- Extensions load only when features are accessed
+- Code splitting for large extensions
+- Cached after first load
+
+### Bundle Optimization
+- Tree shaking removes unused code
+- Minification reduces size
+- Compression for network transfer
+
+### Resource Management
+- Automatic cleanup on deactivation
+- Memory leak prevention
+- Event listener management
+
+## Development vs Production
+
+### Development Mode
+```python
+# superset_config.py
+ENABLE_EXTENSIONS = True
+LOCAL_EXTENSIONS = ['/path/to/extension']
+```
+- Hot reloading
+- Source maps
+- Debug logging
+
+### Production Mode
+- Optimized bundles
+- Cached assets
+- Performance monitoring
+
+## Future Enhancements
+
+### Planned Features
+- Enhanced sandboxing
+- Extension marketplace
+- Inter-extension communication
+- Theme contributions
+- Chart type extensions
+
+### API Expansion
+- Dashboard extensions
+- Database connector API
+- Security provider interface
+- Workflow automation
+
+## Best Practices
+
+### Do's
+- ✅ Use TypeScript for type safety
+- ✅ Follow semantic versioning
+- ✅ Handle errors gracefully
+- ✅ Clean up resources properly
+- ✅ Document your extension
+
+### Don'ts
+- ❌ Access private APIs
+- ❌ Modify global state directly
+- ❌ Block the main thread
+- ❌ Store sensitive data insecurely
+- ❌ Assume API stability in 0.x versions
+
+## Learn More
+
+- [API Reference](../api/frontend)
+- [Development Guide](../getting-started)
+- [Security Guidelines](./security)
+- [Performance Optimization](./performance)

docs/developer_portal/cli/overview.md

@@ -0,0 +1,466 @@
+<!--
+    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.
+-->
+---
+title: CLI Documentation
+sidebar_position: 1
+hide_title: true
+---
+
+# Superset Extensions CLI
+
+The `apache-superset-extensions-cli` provides command-line tools for creating, developing, and packaging Superset extensions.
+
+## Installation
+
+```bash
+pip install apache-superset-extensions-cli
+```
+
+## Commands
+
+### init
+
+Creates a new extension project with the standard folder structure.
+
+```bash
+superset-extensions init <extension-name> [options]
+```
+
+**Options:**
+- `--template <template>`: Use a specific template (default: basic)
+- `--author <name>`: Set the author name
+- `--description <text>`: Set the extension description
+- `--with-backend`: Include backend code structure
+
+**Example:**
+```bash
+superset-extensions init my-extension \
+  --author "John Doe" \
+  --description "Adds custom analytics to SQL Lab" \
+  --with-backend
+```
+
+**Generated Structure:**
+```
+my-extension/
+├── extension.json
+├── frontend/
+│   ├── src/
+│   │   └── index.tsx
+│   ├── package.json
+│   ├── tsconfig.json
+│   └── webpack.config.js
+├── backend/
+│   ├── src/
+│   │   └── my_extension/
+│   │       ├── __init__.py
+│   │       └── entrypoint.py
+│   ├── tests/
+│   ├── pyproject.toml
+│   └── requirements.txt
+└── README.md
+```
+
+### dev
+
+Starts the development server with hot reloading.
+
+```bash
+superset-extensions dev [options]
+```
+
+**Options:**
+- `--port <port>`: Development server port (default: 9001)
+- `--host <host>`: Development server host (default: localhost)
+- `--no-watch`: Disable file watching
+- `--verbose`: Show detailed output
+
+**Example:**
+```bash
+# Start development server
+superset-extensions dev
+
+# Output:
+⚙️  Building frontend assets...
+✅ Frontend rebuilt
+✅ Backend files synced
+✅ Manifest updated
+👀 Watching for changes...
+```
+
+### build
+
+Builds the extension for production.
+
+```bash
+superset-extensions build [options]
+```
+
+**Options:**
+- `--mode <mode>`: Build mode (development | production)
+- `--analyze`: Generate bundle analysis
+- `--source-maps`: Include source maps
+
+**Example:**
+```bash
+# Production build
+superset-extensions build --mode production
+
+# With analysis
+superset-extensions build --analyze
+```
+
+### bundle
+
+Creates a `.supx` package for distribution.
+
+```bash
+superset-extensions bundle [options]
+```
+
+**Options:**
+- `--output <path>`: Output directory (default: current)
+- `--sign`: Sign the package (requires certificate)
+- `--compress`: Compression level (0-9, default: 6)
+
+**Example:**
+```bash
+# Create bundle
+superset-extensions bundle
+
+# Creates: my-extension-1.0.0.supx
+```
+
+### validate
+
+Validates extension configuration and structure.
+
+```bash
+superset-extensions validate [options]
+```
+
+**Options:**
+- `--fix`: Auto-fix common issues
+- `--strict`: Enable strict validation
+
+**Checks:**
+- Valid extension.json syntax
+- Required files present
+- Dependency versions
+- Module exports
+- TypeScript configuration
+
+**Example:**
+```bash
+superset-extensions validate --strict
+
+# Output:
+✅ extension.json valid
+✅ Frontend structure valid
+✅ Backend structure valid
+⚠️  Warning: Missing LICENSE file
+✅ Validation passed with warnings
+```
+
+### test
+
+Runs extension tests.
+
+```bash
+superset-extensions test [options]
+```
+
+**Options:**
+- `--coverage`: Generate coverage report
+- `--watch`: Run in watch mode
+- `--frontend-only`: Run only frontend tests
+- `--backend-only`: Run only backend tests
+
+**Example:**
+```bash
+# Run all tests
+superset-extensions test --coverage
+
+# Watch mode for frontend
+superset-extensions test --frontend-only --watch
+```
+
+### publish
+
+Publishes extension to a registry (future feature).
+
+```bash
+superset-extensions publish [options]
+```
+
+**Options:**
+- `--registry <url>`: Registry URL
+- `--token <token>`: Authentication token
+- `--dry-run`: Simulate publish
+
+## Configuration
+
+### Project Configuration
+
+The CLI reads configuration from multiple sources:
+
+1. **extension.json** - Extension metadata
+2. **package.json** - Frontend dependencies
+3. **pyproject.toml** - Backend configuration
+4. **.extensionrc** - CLI-specific settings
+
+### .extensionrc Example
+
+```json
+{
+  "dev": {
+    "port": 9001,
+    "host": "localhost",
+    "autoReload": true
+  },
+  "build": {
+    "mode": "production",
+    "sourceMaps": false,
+    "optimization": true
+  },
+  "test": {
+    "coverage": true,
+    "threshold": {
+      "statements": 80,
+      "branches": 70,
+      "functions": 80,
+      "lines": 80
+    }
+  }
+}
+```
+
+## Templates
+
+### Available Templates
+
+- **basic**: Simple extension with frontend only
+- **full-stack**: Frontend and backend components
+- **sql-panel**: SQL Lab panel extension
+- **api-only**: Backend API extension
+- **chart-plugin**: Custom chart visualization
+
+### Using Templates
+
+```bash
+# Use specific template
+superset-extensions init my-chart --template chart-plugin
+
+# List available templates
+superset-extensions init --list-templates
+```
+
+### Custom Templates
+
+Create custom templates in `~/.superset-extensions/templates/`:
+
+```
+~/.superset-extensions/templates/
+└── my-template/
+    ├── template.json
+    └── files/
+        └── ... template files ...
+```
+
+## Development Workflow
+
+### 1. Create Extension
+
+```bash
+superset-extensions init awesome-feature
+cd awesome-feature
+```
+
+### 2. Install Dependencies
+
+```bash
+# Frontend
+cd frontend && npm install
+
+# Backend (if applicable)
+cd ../backend && pip install -r requirements.txt
+```
+
+### 3. Configure Superset
+
+```python
+# superset_config.py
+ENABLE_EXTENSIONS = True
+LOCAL_EXTENSIONS = [
+    "/path/to/awesome-feature"
+]
+```
+
+### 4. Start Development
+
+```bash
+# Terminal 1: Extension dev server
+superset-extensions dev
+
+# Terminal 2: Superset
+superset run -p 8088 --reload
+```
+
+### 5. Test Changes
+
+Make changes to your code and see them reflected immediately in Superset.
+
+### 6. Build and Package
+
+```bash
+# Validate
+superset-extensions validate
+
+# Test
+superset-extensions test
+
+# Build
+superset-extensions build --mode production
+
+# Bundle
+superset-extensions bundle
+```
+
+### 7. Deploy
+
+Upload the `.supx` file to your Superset instance.
+
+## Environment Variables
+
+The CLI respects these environment variables:
+
+- `SUPERSET_EXTENSIONS_DEV_PORT`: Development server port
+- `SUPERSET_EXTENSIONS_DEV_HOST`: Development server host
+- `SUPERSET_BASE_URL`: Superset instance URL
+- `NODE_ENV`: Node environment (development/production)
+- `PYTHONPATH`: Python module search path
+
+## Troubleshooting
+
+### Common Issues
+
+#### Port Already in Use
+
+```bash
+# Use different port
+superset-extensions dev --port 9002
+```
+
+#### Module Federation Errors
+
+```bash
+# Rebuild with clean cache
+rm -rf dist/ node_modules/.cache
+superset-extensions build
+```
+
+#### Python Import Errors
+
+```bash
+# Ensure virtual environment is activated
+source venv/bin/activate
+superset-extensions dev
+```
+
+### Debug Mode
+
+Enable verbose output for troubleshooting:
+
+```bash
+# Verbose output
+superset-extensions dev --verbose
+
+# Debug webpack
+DEBUG=webpack:* superset-extensions build
+```
+
+## Best Practices
+
+1. **Version Control**: Commit `extension.json` but not `dist/`
+2. **Dependencies**: Pin versions in package.json
+3. **Testing**: Write tests for critical functionality
+4. **Documentation**: Keep README.md updated
+5. **Validation**: Run validate before bundling
+6. **Semantic Versioning**: Follow semver for releases
+
+## Advanced Usage
+
+### Custom Webpack Configuration
+
+Extend the default webpack config:
+
+```javascript
+// webpack.config.js
+const baseConfig = require('./webpack.base.config');
+
+module.exports = {
+  ...baseConfig,
+  // Custom modifications
+  resolve: {
+    ...baseConfig.resolve,
+    alias: {
+      '@': path.resolve(__dirname, 'src'),
+    },
+  },
+};
+```
+
+### CI/CD Integration
+
+```yaml
+# .github/workflows/extension.yml
+name: Extension CI
+
+on: [push, pull_request]
+
+jobs:
+  test:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v2
+      - uses: actions/setup-node@v2
+      - uses: actions/setup-python@v2
+
+      - name: Install CLI
+        run: pip install apache-superset-extensions-cli
+
+      - name: Validate
+        run: superset-extensions validate --strict
+
+      - name: Test
+        run: superset-extensions test --coverage
+
+      - name: Build
+        run: superset-extensions build --mode production
+
+      - name: Bundle
+        run: superset-extensions bundle
+```
+
+## Getting Help
+
+- **Documentation**: [Developer Portal](../)
+- **Examples**: [GitHub Repository](https://github.com/apache/superset/tree/master/extensions)
+- **Issues**: [GitHub Issues](https://github.com/apache/superset/issues)
+- **Community**: [Slack Channel](https://apache-superset.slack.com)

docs/developer_portal/examples/index.md

@@ -0,0 +1,464 @@
+---
+title: Extension Examples
+sidebar_position: 1
+hide_title: true
+---
+
+<!--
+    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.
+-->
+
+# Extension Examples
+
+Learn from real-world extension implementations that showcase different capabilities of the Superset extension system.
+
+## Dataset References Panel
+
+A SQL Lab panel that analyzes queries and displays information about referenced tables.
+
+### Features
+- Parses SQL to extract table references
+- Shows table owners and permissions
+- Displays last partition information
+- Provides row count estimates
+
+### Key Implementation
+
+```typescript
+// Parse SQL and extract tables
+function extractTables(sql: string): TableReference[] {
+  const tables = [];
+  const tableRegex = /FROM\s+(\w+\.?\w+)/gi;
+  let match;
+
+  while ((match = tableRegex.exec(sql)) !== null) {
+    tables.push({
+      schema: match[1].split('.')[0],
+      table: match[1].split('.')[1] || match[1],
+    });
+  }
+
+  return tables;
+}
+
+// Register panel
+export function activate(context: ExtensionContext) {
+  const panel = context.core.registerView('dataset-references.panel', () => (
+    <DatasetReferencesPanel />
+  ));
+
+  // Listen for query changes
+  const listener = context.sqlLab.onDidChangeEditorContent((content) => {
+    const tables = extractTables(content);
+    updatePanelWithTables(tables);
+  });
+
+  context.subscriptions.push(panel, listener);
+}
+```
+
+### Manifest
+
+```json
+{
+  "name": "dataset-references",
+  "contributions": {
+    "views": {
+      "sqllab.panels": [{
+        "id": "dataset-references.panel",
+        "name": "Dataset References",
+        "icon": "DatabaseOutlined",
+        "location": "right"
+      }]
+    }
+  }
+}
+```
+
+## Query Optimizer
+
+Analyzes SQL queries and suggests optimizations.
+
+### Features
+- Detects missing indexes
+- Suggests query rewrites
+- Identifies expensive operations
+- Provides execution plan analysis
+
+### Implementation Highlights
+
+```typescript
+// Register optimization command
+const optimizeCommand = context.commands.registerCommand('query-optimizer.analyze', {
+  title: 'Analyze Query Performance',
+  icon: 'ThunderboltOutlined',
+  execute: async () => {
+    const query = context.sqlLab.getCurrentQuery();
+    const database = context.sqlLab.getCurrentDatabase();
+
+    // Get execution plan
+    const plan = await getExecutionPlan(database.id, query);
+
+    // Analyze and suggest improvements
+    const suggestions = analyzeExecutionPlan(plan);
+
+    // Show results in panel
+    showOptimizationResults(suggestions);
+  }
+});
+
+// Add to editor menu
+"menus": {
+  "sqllab.editor": {
+    "primary": [{
+      "command": "query-optimizer.analyze",
+      "when": "editorHasContent"
+    }]
+  }
+}
+```
+
+## Natural Language to SQL
+
+Converts natural language questions to SQL queries using LLM integration.
+
+### Features
+- Natural language input
+- Context-aware SQL generation
+- Query validation
+- History tracking
+
+### Key Components
+
+```typescript
+// Backend API endpoint
+@rest_api.route('/nl2sql/generate')
+def generate_sql(prompt: str, context: dict):
+    # Use LLM to generate SQL
+    sql = llm_client.generate(
+        prompt=prompt,
+        schema=context['schema'],
+        examples=context['examples']
+    )
+
+    # Validate generated SQL
+    validation = validate_sql(sql)
+
+    return {
+        'sql': sql,
+        'valid': validation.is_valid,
+        'errors': validation.errors
+    }
+```
+
+```typescript
+// Frontend integration
+function NL2SQLPanel() {
+  const [prompt, setPrompt] = useState('');
+  const [loading, setLoading] = useState(false);
+
+  const generateSQL = async () => {
+    setLoading(true);
+
+    const response = await context.network.api.post('/extensions/nl2sql/generate', {
+      prompt,
+      context: {
+        database: context.sqlLab.getCurrentDatabase(),
+        schema: await context.sqlLab.getCurrentSchema(),
+      }
+    });
+
+    if (response.valid) {
+      // Insert SQL into editor
+      context.sqlLab.insertText(response.sql);
+    }
+
+    setLoading(false);
+  };
+
+  return (
+    <div>
+      <Input.TextArea
+        value={prompt}
+        onChange={(e) => setPrompt(e.target.value)}
+        placeholder="Describe what data you want..."
+      />
+      <Button onClick={generateSQL} loading={loading}>
+        Generate SQL
+      </Button>
+    </div>
+  );
+}
+```
+
+## Schema Visualizer
+
+Interactive database schema visualization.
+
+### Features
+- Visual ERD diagram
+- Table relationships
+- Column details on hover
+- Export to image
+
+### Implementation
+
+```typescript
+import { Graph } from '@antv/g6';
+
+function SchemaVisualizer() {
+  const containerRef = useRef<HTMLDivElement>(null);
+  const [graph, setGraph] = useState<Graph>();
+
+  useEffect(() => {
+    if (!containerRef.current) return;
+
+    const g = new Graph({
+      container: containerRef.current,
+      layout: {
+        type: 'dagre',
+        rankdir: 'LR',
+      },
+      defaultNode: {
+        type: 'sql-table-node',
+      },
+      defaultEdge: {
+        type: 'sql-relation-edge',
+      },
+    });
+
+    setGraph(g);
+    loadSchemaData(g);
+
+    return () => g.destroy();
+  }, []);
+
+  const loadSchemaData = async (g: Graph) => {
+    const tables = await context.sqlLab.getTables();
+    const nodes = tables.map(table => ({
+      id: table.name,
+      label: table.name,
+      columns: table.columns,
+    }));
+
+    const edges = extractRelationships(tables);
+
+    g.data({ nodes, edges });
+    g.render();
+  };
+
+  return <div ref={containerRef} style={{ height: '100%' }} />;
+}
+```
+
+## SQL Formatter
+
+Formats and beautifies SQL code with customizable rules.
+
+### Features
+- Multiple formatting styles
+- Custom rule configuration
+- Batch formatting
+- Format on save
+
+### Simple Implementation
+
+```typescript
+import { format } from 'sql-formatter';
+
+const formatCommand = context.commands.registerCommand('sql-formatter.format', {
+  title: 'Format SQL',
+  execute: () => {
+    const sql = context.sqlLab.getCurrentQuery();
+
+    const formatted = format(sql, {
+      language: 'sql',
+      indent: '  ',
+      uppercase: true,
+      linesBetweenQueries: 2,
+    });
+
+    context.sqlLab.replaceQuery(formatted);
+  }
+});
+
+// Auto-format on save
+context.sqlLab.onWillSaveQuery((event) => {
+  if (context.storage.local.get('autoFormat')) {
+    const formatted = format(event.query);
+    event.waitUntil(Promise.resolve(formatted));
+  }
+});
+```
+
+## Query History Search
+
+Enhanced query history with advanced search and filtering.
+
+### Features
+- Full-text search
+- Filter by date, user, database
+- Query statistics
+- Export capabilities
+
+### UI Component
+
+```typescript
+function QueryHistoryPanel() {
+  const [queries, setQueries] = useState<Query[]>([]);
+  const [filters, setFilters] = useState<Filters>({});
+
+  useEffect(() => {
+    loadQueries();
+  }, [filters]);
+
+  const loadQueries = async () => {
+    const history = await context.network.api.get('/api/v1/query', {
+      params: {
+        ...filters,
+        page_size: 100,
+      }
+    });
+
+    setQueries(history.result);
+  };
+
+  return (
+    <div>
+      <SearchFilters onChange={setFilters} />
+      <Table
+        dataSource={queries}
+        columns={[
+          { title: 'Query', dataIndex: 'sql', ellipsis: true },
+          { title: 'Database', dataIndex: 'database' },
+          { title: 'Status', dataIndex: 'status' },
+          { title: 'Duration', dataIndex: 'duration' },
+          { title: 'User', dataIndex: 'user' },
+          {
+            title: 'Actions',
+            render: (query) => (
+              <Button
+                icon={<CopyOutlined />}
+                onClick={() => context.sqlLab.insertText(query.sql)}
+              />
+            ),
+          },
+        ]}
+      />
+    </div>
+  );
+}
+```
+
+## Git Integration
+
+Version control for SQL queries and dashboards.
+
+### Features
+- Save queries to Git
+- Track changes
+- Collaborative editing
+- Branch management
+
+### Backend Integration
+
+```python
+from git import Repo
+
+class GitExtension:
+    def __init__(self, repo_path):
+        self.repo = Repo(repo_path)
+
+    def save_query(self, query, message):
+        # Save query to file
+        path = f"queries/{query.name}.sql"
+        with open(path, 'w') as f:
+            f.write(query.sql)
+
+        # Commit to Git
+        self.repo.index.add([path])
+        self.repo.index.commit(message)
+
+        return {
+            'status': 'success',
+            'commit': self.repo.head.commit.hexsha
+        }
+```
+
+## Best Practices from Examples
+
+### 1. User Experience
+- Provide clear feedback for async operations
+- Handle errors gracefully
+- Include loading states
+- Add keyboard shortcuts
+
+### 2. Performance
+- Debounce expensive operations
+- Cache API responses
+- Use virtual scrolling for large lists
+- Lazy load heavy components
+
+### 3. Integration
+- Respect Superset's theme
+- Use provided UI components
+- Follow existing UX patterns
+- Integrate with existing menus
+
+### 4. Code Organization
+```
+extension/
+├── frontend/
+│   ├── src/
+│   │   ├── components/     # UI components
+│   │   ├── hooks/          # Custom hooks
+│   │   ├── services/       # API services
+│   │   ├── utils/          # Utilities
+│   │   └── index.tsx       # Entry point
+│   └── tests/
+├── backend/
+│   ├── src/
+│   │   ├── api/           # REST endpoints
+│   │   ├── models/        # Data models
+│   │   ├── services/      # Business logic
+│   │   └── entrypoint.py
+│   └── tests/
+```
+
+### 5. Testing
+```typescript
+// Test example
+describe('DatasetReferences', () => {
+  it('should extract tables from SQL', () => {
+    const sql = 'SELECT * FROM users JOIN orders ON users.id = orders.user_id';
+    const tables = extractTables(sql);
+
+    expect(tables).toEqual([
+      { schema: 'public', table: 'users' },
+      { schema: 'public', table: 'orders' },
+    ]);
+  });
+});
+```
+
+## Learn More
+
+- [API Reference](../api/frontend)
+- [Architecture Overview](../architecture/overview)
+- [Getting Started Guide](../getting-started)
+- [CLI Documentation](../cli/overview)

docs/developer_portal/getting-started/index.md

@@ -0,0 +1,248 @@
+---
+title: Getting Started
+sidebar_position: 2
+hide_title: true
+---
+
+<!--
+    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.
+-->
+
+# Getting Started with Extensions
+
+This guide will walk you through creating, developing, and deploying your first Superset extension.
+
+## Prerequisites
+
+Before you begin, make sure you have:
+
+- **Node.js 16+** and npm/yarn installed
+- **Python 3.9+** and pip installed  
+- **Superset** running locally or access to a Superset instance
+- **Git** for version control
+- Basic knowledge of React and TypeScript
+
+## Quick Start
+
+### 1. Install the CLI
+
+First, install the Superset Extensions CLI globally:
+
+```bash
+pip install apache-superset-extensions-cli
+```
+
+### 2. Create Your First Extension
+
+Use the CLI to scaffold a new extension project:
+
+```bash
+superset-extensions init my-first-extension
+cd my-first-extension
+```
+
+This creates the following structure:
+
+```
+my-first-extension/
+├── extension.json          # Extension metadata
+├── frontend/              # Frontend code
+│   ├── src/
+│   │   └── index.tsx     # Main entry point
+│   ├── package.json
+│   └── webpack.config.js
+├── backend/              # Backend code (optional)
+│   ├── src/
+│   └── requirements.txt
+└── README.md
+```
+
+### 3. Configure Your Extension
+
+Edit `extension.json` to define your extension's capabilities:
+
+```json
+{
+  "name": "my-first-extension",
+  "version": "1.0.0",
+  "description": "My first Superset extension",
+  "author": "Your Name",
+  "frontend": {
+    "contributions": {
+      "views": {
+        "sqllab.panels": [
+          {
+            "id": "my-extension.main",
+            "name": "My Panel",
+            "icon": "ToolOutlined"
+          }
+        ]
+      }
+    }
+  }
+}
+```
+
+### 4. Develop Your Extension
+
+Edit `frontend/src/index.tsx` to implement your extension:
+
+```typescript
+import React from 'react';
+import { ExtensionContext } from '@apache-superset/core';
+
+export function activate(context: ExtensionContext) {
+  // Register your panel component
+  const panel = context.core.registerView('my-extension.main', () => (
+    <div style={{ padding: 20 }}>
+      <h2>Hello from My Extension!</h2>
+      <p>This is my first Superset extension.</p>
+    </div>
+  ));
+
+  // Clean up on deactivation
+  context.subscriptions.push(panel);
+}
+
+export function deactivate() {
+  // Cleanup code if needed
+}
+```
+
+### 5. Test Locally
+
+Enable development mode in your Superset configuration:
+
+```python
+# superset_config.py
+ENABLE_EXTENSIONS = True
+LOCAL_EXTENSIONS = [
+    "/path/to/my-first-extension"
+]
+```
+
+Run the development server:
+
+```bash
+# In your extension directory
+superset-extensions dev
+
+# In a separate terminal, start Superset
+superset run -p 8088 --with-threads --reload
+```
+
+Your extension will now appear in SQL Lab!
+
+### 6. Build and Package
+
+When ready to distribute your extension:
+
+```bash
+superset-extensions build
+superset-extensions bundle
+```
+
+This creates a `my-first-extension-1.0.0.supx` file that can be uploaded to any Superset instance.
+
+### 7. Deploy
+
+Upload your extension via the Superset UI or API:
+
+```bash
+curl -X POST http://localhost:8088/api/v1/extensions/import/ \
+  -H "Authorization: Bearer YOUR_TOKEN" \
+  -F "file=@my-first-extension-1.0.0.supx"
+```
+
+## What's Next?
+
+Now that you have a basic extension working, explore:
+
+- [Extension Architecture](../architecture/overview) - Understand how extensions work
+- [API Reference](../api/frontend) - Learn about available APIs
+- [Examples](../examples) - See more complex extension examples
+- [Best Practices](./best-practices) - Learn extension development best practices
+
+## Common Patterns
+
+### Adding a SQL Lab Panel
+
+```typescript
+const panel = context.core.registerView('my-extension.panel', () => (
+  <MyPanelComponent />
+));
+```
+
+### Registering Commands
+
+```typescript
+const command = context.commands.registerCommand('my-extension.run', {
+  title: 'Run My Command',
+  execute: () => {
+    // Command logic
+  }
+});
+```
+
+### Listening to Events
+
+```typescript
+const listener = context.sqlLab.onDidQueryRun((query) => {
+  console.log('Query executed:', query);
+});
+```
+
+### Adding Menu Items
+
+```json
+{
+  "menus": {
+    "sqllab.editor": {
+      "primary": [{
+        "command": "my-extension.run",
+        "when": "editorHasSelection"
+      }]
+    }
+  }
+}
+```
+
+## Troubleshooting
+
+### Extension Not Loading
+
+- Ensure `ENABLE_EXTENSIONS = True` in your config
+- Check the browser console for errors
+- Verify the extension path in `LOCAL_EXTENSIONS`
+
+### Module Not Found Errors
+
+- Run `npm install` in the frontend directory
+- Check that `@apache-superset/core` is properly externalized
+
+### Build Failures
+
+- Ensure all dependencies are installed
+- Check webpack.config.js for proper Module Federation setup
+- Verify extension.json is valid JSON
+
+## Get Help
+
+- Join the [Superset Slack](https://join.slack.com/t/apache-superset/shared_invite/zt-16jvzmoi8-sI1TY1Pm~y_RnSiUAN0jqQ)
+- Ask questions on [GitHub Discussions](https://github.com/apache/superset/discussions)
+- Report issues on [GitHub Issues](https://github.com/apache/superset/issues)

docs/developer_portal/index.md

@@ -0,0 +1,126 @@
+---
+title: Developer Portal
+sidebar_position: 1
+hide_title: true
+---
+
+<!--
+    Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you under the Apache License, Version 2.0 (the
+    "License"); you may not use this file except in compliance
+    with the License.  You may obtain a copy of the License at
+
+      http://www.apache.org/licenses/LICENSE-2.0
+
+    Unless required by applicable law or agreed to in writing,
+    software distributed under the License is distributed on an
+    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+    KIND, either express or implied.  See the License for the
+    specific language governing permissions and limitations
+    under the License.
+-->
+
+# Superset Developer Portal
+
+Welcome to the Apache Superset Developer Portal! This is your comprehensive guide to extending and customizing Superset through our new extension architecture.
+
+## What are Superset Extensions?
+
+Superset Extensions provide a powerful way to enhance and customize Apache Superset without modifying the core codebase. Following the successful model pioneered by VS Code, our extension architecture enables developers to:
+
+- **Add custom features** to SQL Lab and other Superset modules
+- **Create reusable components** that can be shared across organizations
+- **Integrate external tools** and services seamlessly
+- **Customize workflows** to match your team's specific needs
+
+## Why Extensions?
+
+As Superset has grown, we've recognized the need for a more modular architecture that allows:
+
+- **Innovation without fragmentation** - Build features without forking the codebase
+- **Community-driven development** - Share and reuse extensions across organizations
+- **Stable APIs** - Develop against versioned, well-documented interfaces
+- **Rapid iteration** - Deploy custom features without waiting for core releases
+
+## Key Features
+
+### 🎯 Well-Defined Extension Points
+
+Extensions can contribute to specific areas of Superset:
+- SQL Lab panels (left, right, bottom, editor)
+- Custom commands and menu items
+- Status bar components
+- API endpoints and backend functionality
+
+### 🔧 Modern Development Experience
+
+- **CLI tools** for scaffolding, building, and packaging
+- **Hot reloading** during development
+- **TypeScript support** with full type safety
+- **Module Federation** for dynamic loading
+
+### 📦 Simple Distribution
+
+- Package extensions as `.supx` files
+- Upload via REST API or UI
+- Automatic activation and lifecycle management
+- Version compatibility checking
+
+## Getting Started
+
+Ready to build your first extension? Check out our [Getting Started Guide](./getting-started) to:
+
+1. Set up your development environment
+2. Create your first extension
+3. Test it locally
+4. Package and deploy it
+
+## Architecture Overview
+
+Our extension architecture is built on several key principles:
+
+- **Lean Core**: Keep Superset's core minimal and delegate features to extensions
+- **Explicit APIs**: Clear, versioned interfaces for extension interactions
+- **Lazy Loading**: Extensions load only when needed for optimal performance
+- **Security First**: Extensions run with appropriate permissions and sandboxing
+
+Learn more in our [Architecture Documentation](./architecture/overview).
+
+## Current Status
+
+The extension architecture is currently in active development. The initial focus is on SQL Lab extensions, with plans to expand to:
+
+- Dashboard extensions
+- Chart plugins (enhanced from current system)
+- Database connectors
+- Security providers
+
+## Example: Dataset References Extension
+
+See the extension system in action with our Dataset References example, which adds a SQL Lab panel showing:
+
+- Tables referenced in queries
+- Table owners for permission requests  
+- Last available partitions
+- Estimated row counts
+
+## Join the Community
+
+- **Contribute**: Help shape the future of Superset extensions
+- **Share**: Publish your extensions for others to use
+- **Learn**: Explore extensions built by the community
+
+## Quick Links
+
+- [Getting Started Guide](./getting-started)
+- [Extension Architecture](./architecture/overview)
+- [API Reference](./api/frontend)
+- [CLI Documentation](./cli/overview)
+- [Examples](./examples)
+
+---
+
+*The Superset extension architecture is inspired by the successful model of VS Code Extensions, bringing similar flexibility and power to the data exploration domain.*

docs/developer_portal/sidebars.js

@@ -1,4 +1,3 @@
-/* eslint-env node */
 /**
  * Licensed to the Apache Software Foundation (ASF) under one
  * or more contributor license agreements.  See the NOTICE file
@@ -17,31 +16,44 @@
  * specific language governing permissions and limitations
  * under the License.
  */
+
 module.exports = {
-  extends: [
-    'eslint:recommended',
-    'plugin:@typescript-eslint/recommended',
-    'plugin:react/recommended',
-    'plugin:prettier/recommended',
+  developerPortalSidebar: [
+    'index',
+    {
+      type: 'category',
+      label: 'Getting Started',
+      items: [
+        'getting-started/index',
+      ],
+    },
+    {
+      type: 'category',
+      label: 'Architecture',
+      items: [
+        'architecture/overview',
+      ],
+    },
+    {
+      type: 'category',
+      label: 'API Reference',
+      items: [
+        'api/frontend',
+      ],
+    },
+    {
+      type: 'category',
+      label: 'CLI',
+      items: [
+        'cli/overview',
+      ],
+    },
+    {
+      type: 'category',
+      label: 'Examples',
+      items: [
+        'examples/index',
+      ],
+    },
   ],
-  parser: '@typescript-eslint/parser',
-  parserOptions: {
-    ecmaFeatures: {
-      jsx: true,
-    },
-    ecmaVersion: 2020,
-    sourceType: 'module',
-  },
-  plugins: ['@typescript-eslint', 'react', 'prettier'],
-  rules: {
-    'react/react-in-jsx-scope': 'off',
-    'react/prop-types': 'off',
-    '@typescript-eslint/explicit-module-boundary-types': 'off',
-  },
-  settings: {
-    react: {
-      version: 'detect',
-    },
-  },
-  ignorePatterns: ['build/**/*', '.docusaurus/**/*', 'node_modules/**/*'],
 };

docs/developer_portal/versions.json

@@ -0,0 +1 @@
+[]

docs/developer_portal_versions.json

@@ -0,0 +1 @@
+[]

docs/docs/configuration/configuring-superset.mdx

@@ -302,6 +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`:
 

docs/docs/configuration/databases.mdx

@@ -71,8 +71,8 @@ are compatible with Superset.
 | [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://{username}:{password}@{hostname}:{port}/{database}`                                                                                                                                            |
-| [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}`                                                                                                           |
+| [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`                                                                                                     |
@@ -1173,25 +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
@@ -1299,6 +1280,16 @@ You might have noticed that some special charecters are used in the above connec
 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
 

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/map-tiles.mdx

@@ -0,0 +1,78 @@
+---
+title: Map Tiles
+sidebar_position: 12
+version: 1
+---
+
+# Map tiles
+
+Superset uses OSM and Mapbox tiles by default. OSM is free but you still need setting your MAPBOX_API_KEY if you want to use mapbox maps.
+
+## Setting map tiles
+
+Map tiles can be set with `DECKGL_BASE_MAP` in your `superset_config.py` or `superset_config_docker.py`
+For adding your own map tiles, you can use the following format.
+
+```python
+DECKGL_BASE_MAP = [
+    ['tile://https://your_personal_url/{z}/{x}/{y}.png', 'MyTile']
+]
+```
+Openstreetmap tiles url can be added without prefix.
+```python
+DECKGL_BASE_MAP = [
+    ['https://c.tile.openstreetmap.org/{z}/{x}/{y}.png', 'OpenStreetMap']
+]
+```
+
+Default values are:
+```python
+DECKGL_BASE_MAP = [
+    ['https://tile.openstreetmap.org/{z}/{x}/{y}.png', 'Streets (OSM)'],
+    ['https://tile.osm.ch/osm-swiss-style/{z}/{x}/{y}.png', 'Topography (OSM)'],
+    ['mapbox://styles/mapbox/streets-v9', 'Streets'],
+    ['mapbox://styles/mapbox/dark-v9', 'Dark'],
+    ['mapbox://styles/mapbox/light-v9', 'Light'],
+    ['mapbox://styles/mapbox/satellite-streets-v9', 'Satellite Streets'],
+    ['mapbox://styles/mapbox/satellite-v9', 'Satellite'],
+    ['mapbox://styles/mapbox/outdoors-v9', 'Outdoors'],
+]
+```
+
+It is possible to set only mapbox by removing osm tiles and other way around.
+
+:::warning
+Setting `DECKGL_BASE_MAP` overwrite default values
+:::
+
+After defining your map tiles, set them in these variables:
+- `CORS_OPTIONS`
+- `connect-src` of `TALISMAN_CONFIG` and `TALISMAN_CONFIG_DEV` variables.
+
+```python
+ENABLE_CORS = True
+CORS_OPTIONS: dict[Any, Any] = {
+    "origins": [
+        "https://tile.openstreetmap.org",
+        "https://tile.osm.ch",
+        "https://your_personal_url/{z}/{x}/{y}.png",
+    ]
+}
+
+.
+.
+
+TALISMAN_CONFIG = {
+    "content_security_policy": {
+        ...
+        "connect-src": [
+            "'self'",
+            "https://api.mapbox.com",
+            "https://events.mapbox.com",
+            "https://tile.openstreetmap.org",
+            "https://tile.osm.ch",
+            "https://your_personal_url/{z}/{x}/{y}.png",
+        ],
+        ...
+}
+```

docs/docs/configuration/networking-settings.mdx

@@ -8,11 +8,11 @@ version: 1
 
 ## CORS
 
-To configure CORS, or cross-origin resource sharing, the following dependency must be installed:
 
-```python
-pip install apache_superset[cors]
-```
+:::note
+In Superset versions prior to `5.x` you have to install to install `flask-cors` with `pip install flask-cors` to enable CORS support.
+:::
+
 
 The following keys in `superset_config.py` can be specified to configure CORS:
 

docs/docs/configuration/sql-templating.mdx

@@ -250,6 +250,14 @@ Will be rendered as:
 SELECT * FROM users WHERE role IN ('admin', 'viewer')
 ```
 
+**Current User RLS Rules**
+
+The `{{ current_user_rls_rules() }}` macro returns an array of RLS rules applied to the current dataset for the logged in user.
+
+If you have caching enabled in your Superset configuration, then the list of RLS Rules will be used
+by Superset when calculating the cache key. A cache key is a unique identifier that determines if there's a
+cache hit in the future and Superset can retrieve cached data.
+
 **Custom URL Parameters**
 
 The `{{ url_param('custom_variable') }}` macro lets you define arbitrary URL

docs/docs/configuration/theming.mdx

@@ -0,0 +1,192 @@
+---
+title: Theming
+hide_title: true
+sidebar_position: 12
+version: 1
+---
+# Theming Superset
+
+:::note
+apache-superset>=6.0
+:::
+
+Superset now rides on **Ant Design v5's token-based theming**.
+Every Antd token works, plus a handful of Superset-specific ones for charts and dashboard chrome.
+
+## Managing Themes via UI
+
+Superset includes a built-in **Theme Management** interface accessible from the admin menu under **Settings > Themes**.
+
+### Creating a New Theme
+
+1. Navigate to **Settings > Themes** in the Superset interface
+2. Click **+ Theme** to create a new theme
+3. Use the [Ant Design Theme Editor](https://ant.design/theme-editor) to design your theme:
+   - Design your palette, typography, and component overrides
+   - Open the `CONFIG` modal and copy the JSON configuration
+4. Paste the JSON into the theme definition field in Superset
+5. Give your theme a descriptive name and save
+
+You can also extend with Superset-specific tokens (documented in the default theme object) before you import.
+
+### System Theme Administration
+
+When `ENABLE_UI_THEME_ADMINISTRATION = True` is configured, administrators can manage system-wide themes directly from the UI:
+
+#### Setting System Themes
+- **System Default Theme**: Click the sun icon on any theme to set it as the system-wide default
+- **System Dark Theme**: Click the moon icon on any theme to set it as the system dark mode theme
+- **Automatic OS Detection**: When both default and dark themes are set, Superset automatically detects and applies the appropriate theme based on OS preferences
+
+#### Managing System Themes
+- System themes are indicated with special badges in the theme list
+- Only administrators with write permissions can modify system theme settings
+- Removing a system theme designation reverts to configuration file defaults
+
+### Applying Themes to Dashboards
+
+Once created, themes can be applied to individual dashboards:
+- Edit any dashboard and select your custom theme from the theme dropdown
+- Each dashboard can have its own theme, allowing for branded or context-specific styling
+
+## Configuration Options
+
+### Python Configuration
+
+Configure theme behavior via `superset_config.py`:
+
+```python
+# Enable UI-based theme administration for admins
+ENABLE_UI_THEME_ADMINISTRATION = True
+
+# Optional: Set initial default themes via configuration
+# These can be overridden via the UI when ENABLE_UI_THEME_ADMINISTRATION = True
+THEME_DEFAULT = {
+    "token": {
+        "colorPrimary": "#2893B3",
+        "colorSuccess": "#5ac189",
+        # ... your theme JSON configuration
+    }
+}
+
+# Optional: Dark theme configuration
+THEME_DARK = {
+    "algorithm": "dark",
+    "token": {
+        "colorPrimary": "#2893B3",
+        # ... your dark theme overrides
+    }
+}
+
+# To force a single theme on all users, set THEME_DARK = None
+# When both themes are defined (via UI or config):
+# - Users can manually switch between themes
+# - OS preference detection is automatically enabled
+```
+
+### Migration from Configuration to UI
+
+When `ENABLE_UI_THEME_ADMINISTRATION = True`:
+
+1. System themes set via the UI take precedence over configuration file settings
+2. The UI shows which themes are currently set as system defaults
+3. Administrators can change system themes without restarting Superset
+4. Configuration file themes serve as fallbacks when no UI themes are set
+
+### Copying Themes Between Systems
+
+To export a theme for use in configuration files or another instance:
+
+1. Navigate to **Settings > Themes** and click the export icon on your desired theme
+2. Extract the JSON configuration from the exported YAML file
+3. Use this JSON in your `superset_config.py` or import it into another Superset instance
+
+## Theme Development Workflow
+
+1. **Design**: Use the [Ant Design Theme Editor](https://ant.design/theme-editor) to iterate on your design
+2. **Test**: Create themes in Superset's CRUD interface for testing
+3. **Apply**: Assign themes to specific dashboards or configure instance-wide
+4. **Iterate**: Modify theme JSON directly in the CRUD interface or re-import from the theme editor
+
+## Custom Fonts
+
+Superset supports custom fonts through runtime configuration, allowing you to use branded or custom typefaces without rebuilding the application.
+
+### Configuring Custom Fonts
+
+Add font URLs to your `superset_config.py`:
+
+```python
+# Load fonts from Google Fonts, Adobe Fonts, or self-hosted sources
+CUSTOM_FONT_URLS = [
+    "https://fonts.googleapis.com/css2?family=Inter:wght@400;500;600;700&display=swap",
+    "https://fonts.googleapis.com/css2?family=JetBrains+Mono:wght@400;500&display=swap",
+]
+
+# Update CSP to allow font sources
+TALISMAN_CONFIG = {
+    "content_security_policy": {
+        "font-src": ["'self'", "https://fonts.googleapis.com", "https://fonts.gstatic.com"],
+        "style-src": ["'self'", "'unsafe-inline'", "https://fonts.googleapis.com"],
+    }
+}
+```
+
+### Using Custom Fonts in Themes
+
+Once configured, reference the fonts in your theme configuration:
+
+```python
+THEME_DEFAULT = {
+    "token": {
+        "fontFamily": "Inter, -apple-system, BlinkMacSystemFont, sans-serif",
+        "fontFamilyCode": "JetBrains Mono, Monaco, monospace",
+        # ... other theme tokens
+    }
+}
+```
+
+Or in the CRUD interface theme JSON:
+
+```json
+{
+  "token": {
+    "fontFamily": "Inter, -apple-system, BlinkMacSystemFont, sans-serif",
+    "fontFamilyCode": "JetBrains Mono, Monaco, monospace"
+  }
+}
+```
+
+### Font Sources
+
+- **Google Fonts**: Free, CDN-hosted fonts with wide variety
+- **Adobe Fonts**: Premium fonts (requires subscription and kit ID)
+- **Self-hosted**: Place font files in `/static/assets/fonts/` and reference via CSS
+
+This feature works with the stock Docker image - no custom build required!
+
+## Advanced Features
+
+- **System Themes**: Manage system-wide default and dark themes via UI or configuration
+- **Per-Dashboard Theming**: Each dashboard can have its own visual identity
+- **JSON Editor**: Edit theme configurations directly within Superset's interface
+- **Custom Fonts**: Load external fonts via configuration without rebuilding
+- **OS Dark Mode Detection**: Automatically switches themes based on system preferences
+- **Theme Import/Export**: Share themes between instances via YAML files
+
+## API Access
+
+For programmatic theme management, Superset provides REST endpoints:
+
+- `GET /api/v1/theme/` - List all themes
+- `POST /api/v1/theme/` - Create a new theme
+- `PUT /api/v1/theme/{id}` - Update a theme
+- `DELETE /api/v1/theme/{id}` - Delete a theme
+- `PUT /api/v1/theme/{id}/set_system_default` - Set as system default theme (admin only)
+- `PUT /api/v1/theme/{id}/set_system_dark` - Set as system dark theme (admin only)
+- `DELETE /api/v1/theme/unset_system_default` - Remove system default designation
+- `DELETE /api/v1/theme/unset_system_dark` - Remove system dark designation
+- `GET /api/v1/theme/export/` - Export themes as YAML
+- `POST /api/v1/theme/import/` - Import themes from YAML
+
+These endpoints require appropriate permissions and are subject to RBAC controls.

docs/docs/contributing/development.mdx

@@ -78,7 +78,7 @@ Affecting the Docker build process:
 
 - **SUPERSET_BUILD_TARGET (default=dev):** which --target to build, either `lean` or `dev` are commonly used
 - **INCLUDE_FIREFOX (default=false):** whether to include the Firefox headless browser in the build
-- **INCLUDE_CHROMIUM (default=false):** whether to include the Firefox headless browser in the build
+- **INCLUDE_CHROMIUM (default=false):** whether to include the Chromium headless browser in the build
 - **BUILD_TRANSLATIONS(default=false):** whether to compile the translations from the .po files available
 - **SUPERSET_LOAD_EXAMPLES (default=yes):** whether to load the examples into the database upon startup,
   save some precious time on startup by `SUPERSET_LOAD_EXAMPLES=no docker compose up`
@@ -120,6 +120,78 @@ docker volume rm superset_db_home
 docker-compose up
 ```
 
+## GitHub Codespaces (Cloud Development)
+
+GitHub Codespaces provides a complete, pre-configured development environment in the cloud. This is ideal for:
+- Quick contributions without local setup
+- Consistent development environments across team members
+- Working from devices that can't run Docker locally
+- Safe experimentation in isolated environments
+
+:::info
+We're grateful to GitHub for providing this excellent cloud development service that makes
+contributing to Apache Superset more accessible to developers worldwide.
+:::
+
+### Getting Started with Codespaces
+
+1. **Create a Codespace**: Use this pre-configured link that sets up everything you need:
+
+   [**Launch Superset Codespace →**](https://github.com/codespaces/new?skip_quickstart=true&machine=standardLinux32gb&repo=39464018&ref=master&devcontainer_path=.devcontainer%2Fdevcontainer.json&geo=UsWest)
+
+   :::caution
+   **Important**: You must select at least the **4 CPU / 16GB RAM** machine type (pre-selected in the link above).
+   Smaller instances will not have sufficient resources to run Superset effectively.
+   :::
+
+2. **Wait for Setup**: The initial setup takes several minutes. The Codespace will:
+   - Build the development container
+   - Install all dependencies
+   - Start all required services (PostgreSQL, Redis, etc.)
+   - Initialize the database with example data
+
+3. **Access Superset**: Once ready, check the **PORTS** tab in VS Code for port `9001`.
+   Click the globe icon to open Superset in your browser.
+   - Default credentials: `admin` / `admin`
+
+### Key Features
+
+- **Auto-reload**: Both Python and TypeScript files auto-refresh on save
+- **Pre-installed Extensions**: VS Code extensions for Python, TypeScript, and database tools
+- **Multiple Instances**: Run multiple Codespaces for different branches/features
+- **SSH Access**: Connect via terminal using `gh cs ssh` or through the GitHub web UI
+- **VS Code Integration**: Works seamlessly with VS Code desktop app
+
+### Managing Codespaces
+
+- **List active Codespaces**: `gh cs list`
+- **SSH into a Codespace**: `gh cs ssh`
+- **Stop a Codespace**: Via GitHub UI or `gh cs stop`
+- **Delete a Codespace**: Via GitHub UI or `gh cs delete`
+
+### Debugging and Logs
+
+Since Codespaces uses `docker-compose-light.yml`, you can monitor all services:
+
+```bash
+# Stream logs from all services
+docker compose -f docker-compose-light.yml logs -f
+
+# Stream logs from a specific service
+docker compose -f docker-compose-light.yml logs -f superset
+
+# View last 100 lines and follow
+docker compose -f docker-compose-light.yml logs --tail=100 -f
+
+# List all running services
+docker compose -f docker-compose-light.yml ps
+```
+
+:::tip
+Codespaces automatically stop after 30 minutes of inactivity to save resources.
+Your work is preserved and you can restart anytime.
+:::
+
 ## Installing Development Tools
 
 :::note
@@ -194,6 +266,48 @@ You can also run the pre-commit checks manually in various ways:
   Replace `<hook_id>` with the ID of the specific hook you want to run. You can find the list
   of available hooks in the `.pre-commit-config.yaml` file.
 
+## Working with LLMs
+
+### Environment Setup
+Ensure Docker Compose is running before starting LLM sessions:
+```bash
+docker compose up
+```
+
+Validate your environment:
+```bash
+curl -f http://localhost:8088/health && echo "✅ Superset ready"
+```
+
+### LLM Session Best Practices
+- Always validate environment setup first using the health checks above
+- Use focused validation commands: `pre-commit run` (not `--all-files`)
+- **Read [LLMS.md](https://github.com/apache/superset/blob/master/LLMS.md) first** - Contains comprehensive development guidelines, coding standards, and critical refactor information
+- **Check platform-specific files** when available:
+  - `CLAUDE.md` - For Claude/Anthropic tools
+  - `CURSOR.md` - For Cursor editor
+  - `GEMINI.md` - For Google Gemini tools
+  - `GPT.md` - For OpenAI/ChatGPT tools
+- Follow the TypeScript migration guidelines and avoid deprecated patterns listed in LLMS.md
+
+### Key Development Commands
+```bash
+# Frontend development
+cd superset-frontend
+npm run dev          # Development server on http://localhost:9000
+npm run test         # Run all tests
+npm run test -- filename.test.tsx  # Run single test file
+npm run lint         # Linting and type checking
+
+# Backend validation
+pre-commit run mypy  # Type checking
+pytest              # Run all tests
+pytest tests/unit_tests/specific_test.py  # Run single test file
+pytest tests/unit_tests/  # Run all tests in directory
+```
+
+For detailed development context, environment setup, and coding guidelines, see [LLMS.md](https://github.com/apache/superset/blob/master/LLMS.md).
+
 ## Alternatives to `docker compose`
 
 :::caution
@@ -307,14 +421,6 @@ Then make sure you run your WSGI server using the right worker type:
 gunicorn "superset.app:create_app()" -k "geventwebsocket.gunicorn.workers.GeventWebSocketWorker" -b 127.0.0.1:8088 --reload
 ```
 
-You can log anything to the browser console, including objects:
-
-```python
-from superset import app
-app.logger.error('An exception occurred!')
-app.logger.info(form_data)
-```
-
 ### Frontend
 
 Frontend assets (TypeScript, JavaScript, CSS, and images) must be compiled in order to properly display the web UI. The `superset-frontend` directory contains all NPM-managed frontend assets. Note that for some legacy pages there are additional frontend assets bundled with Flask-Appbuilder (e.g. jQuery and bootstrap). These are not managed by NPM and may be phased out in the future.
@@ -614,9 +720,6 @@ act --job test-python-38 --secret GITHUB_TOKEN=$GITHUB_TOKEN --event pull_reques
 
 There is also a utility script included in the Superset codebase to run Python integration tests. The [readme can be found here](https://github.com/apache/superset/tree/master/scripts/tests).
 
-There is also a utility script included in the Superset codebase to run python integration tests. The [readme can be
-found here](https://github.com/apache/superset/tree/master/scripts/tests)
-
 To run all integration tests, for example, run this script from the root directory:
 
 ```bash

docs/docs/faq.mdx

@@ -275,3 +275,11 @@ No. Currently, there is no way to recover a deleted Superset dashboard/chart/dat
 Hence, it is recommended to take periodic backups of the metadata database. For recovery, you can launch a recovery instance of a Superset server with the backed-up copy of the DB attached and use the Export Dashboard button in the Superset UI (or the `superset export-dashboards` CLI command). Then, take the .zip file and import it into the current Superset instance.
 
 Alternatively, you can programmatically take regular exports of the assets as a backup.
+
+## I ran a security scan of the Superset container image and it showed dozens of "high" and "critical" vulnerabilities! Can you release a version of Superset without these?
+
+You are talking about dependency CVEs: identified vulnerabilities in software that Superset uses. Most of these CVEs are in the Linux kernel or Python, both of which have many other people working on their security.
+
+We address these dependency CVEs as best we can by regularly updating our dependencies to newer versions. We use bots to assist with that and cheerfully welcome pull requests from humans that fix dependency CVEs.
+
+The Superset [security team](https://superset.apache.org/docs/security/#reporting-security-vulnerabilities) focuses primarily on vulnerabilities _in Superset itself_. See our [CVEs page](https://superset.apache.org/docs/security/cves) for a list of past Superset CVEs.

docs/docs/installation/docker-builds.mdx

@@ -16,7 +16,7 @@ https://hub.docker.com/r/apache/superset) using GitHub Actions.
 Different sets of images are built and/or published at different times:
 
 - **Published releases** (`release`): published using
-  tags like `3.0.0` and the `latest` tag.
+  tags like `5.0.0` and the `latest` tag.
 - **Pull request iterations** (`pull_request`): for each pull request, while
   we actively build the docker to validate the build, we do
   not publish those images for security reasons, we simply `docker build --load`
@@ -32,7 +32,7 @@ for the build, and/or base image.
 Here are the build presets that are exposed through the `supersetbot docker` utility:
 
 - `lean`: The default Docker image, including both frontend and backend. Tags
-  without a build_preset are lean builds (ie: `latest`, `4.0.0`, `3.0.0`, ...). `lean`
+  without a build_preset are lean builds (ie: `latest`, `5.0.0`, `4.1.2`, ...). `lean`
   builds do not contain database
   drivers, meaning you need to install your own. That applies to analytics databases **AND
   the metadata database**. You'll likely want to layer either `mysqlclient` or `psycopg2-binary`
@@ -64,6 +64,56 @@ check the [supersetbot docker](https://github.com/apache-superset/supersetbot)
 subcommand and the [docker.yml](https://github.com/apache/superset/blob/master/.github/workflows/docker.yml)
 GitHub action.
 
+## Building your own production Docker image
+
+Every Superset deployment will require its own set of drivers depending on the data warehouse(s),
+etc. so we recommend that users build their own Docker image by extending the `lean` image.
+
+Here's an example Dockerfile that does this. Follow the in-line comments to customize it for
+your desired Superset version and database drivers. The comments also note that a certain feature flag will
+have to be enabled in your config file.
+
+You would build the image with `docker build -t mysuperset:latest .` or `docker build -t ourcompanysuperset:5.0.0 .`
+
+```Dockerfile
+# change this to apache/superset:5.0.0 or whatever version you want to build from;
+# otherwise the default is the latest commit on GitHub master branch
+FROM apache/superset:master
+
+USER root
+
+# Set environment variable for Playwright
+ENV PLAYWRIGHT_BROWSERS_PATH=/usr/local/share/playwright-browsers
+
+# Install packages using uv into the virtual environment
+# Superset started using uv after the 4.1 branch; if you are building from apache/superset:4.1.x or an older version,
+# replace the first two lines with RUN pip install \
+RUN . /app/.venv/bin/activate && \
+    uv pip install \
+    # install psycopg2 for using PostgreSQL metadata store - could be a MySQL package if using that backend:
+    psycopg2-binary \
+    # add the driver(s) for your data warehouse(s), in this example we're showing for Microsoft SQL Server:
+    pymssql \
+    # package needed for using single-sign on authentication:
+    Authlib \
+    # openpyxl to be able to upload Excel files
+    openpyxl \
+    # Pillow for Alerts & Reports to generate PDFs of dashboards
+    Pillow \
+    # install Playwright for taking screenshots for Alerts & Reports. This assumes the feature flag PLAYWRIGHT_REPORTS_AND_THUMBNAILS is enabled
+    # That feature flag will default to True starting in 6.0.0
+    # Playwright works only with Chrome.
+    # If you are still using Selenium instead of Playwright, you would instead install here the selenium package and a headless browser & webdriver
+    playwright \
+    && playwright install-deps \
+    && PLAYWRIGHT_BROWSERS_PATH=/usr/local/share/playwright-browsers playwright install chromium
+
+# Switch back to the superset user
+USER superset
+
+CMD ["/app/docker/entrypoints/run-server.sh"]
+```
+
 ## Key ARGs in Dockerfile
 
 - `BUILD_TRANSLATIONS`: whether to build the translations into the image. For the

docs/docs/installation/docker-compose.mdx

@@ -26,25 +26,28 @@ Superset locally is using Docker Compose on a Linux or Mac OSX
 computer. Superset does not have official support for Windows. It's also the easiest
 way to launch a fully functioning **development environment** quickly.
 
-Note that there are 3 major ways we support to run `docker compose`:
+Note that there are 4 major ways we support to run `docker compose`:
 
 1. **docker-compose.yml:** for interactive development, where we mount your local folder with the
   frontend/backend files that you can edit and experience the changes you
   make in the app in real time
+1. **docker-compose-light.yml:** a lightweight configuration with minimal services (database,
+  Superset app, and frontend dev server) for development. Uses in-memory caching instead of Redis
+  and is designed for running multiple instances simultaneously
 1. **docker-compose-non-dev.yml** where we just build a more immutable image based on the
   local branch and get all the required images running. Changes in the local branch
   at the time you fire this up will be reflected, but changes to the code
   while `up` won't be reflected in the app
 1. **docker-compose-image-tag.yml** where we fetch an image from docker-hub say for the
-  `3.0.0` release for instance, and fire it up so you can try it. Here what's in
+  `5.0.0` release for instance, and fire it up so you can try it. Here what's in
   the local branch has no effects on what's running, we just fetch and run
   pre-built images from docker-hub. For `docker compose` to work along with the
   Postgres image it boots up, you'll want to point to a `-dev`-suffixed TAG, as in
-  `export TAG=4.0.0-dev` or `export TAG=3.0.0-dev`, with `latest-dev` being the default.
-  That's because The `dev` builds happen to package the `psycopg2-binary` required to connect
+  `export TAG=5.0.0-dev` or `export TAG=4.1.2-dev`, with `latest-dev` being the default.
+  The `dev` builds include the `psycopg2-binary` required to connect
   to the Postgres database launched as part of the `docker compose` builds.
 
-More on these two approaches after setting up the requirements for either.
+More on these approaches after setting up the requirements for either.
 
 ## Requirements
 
@@ -103,17 +106,40 @@ and help you start fresh. In the context of `docker compose` setting
 from within docker. This will slow down the startup, but will fix various npm-related issues.
 :::
 
-### Option #2 - build a set of immutable images from the local branch
+### Option #2 - lightweight development with multiple instances
+
+For a lighter development setup that uses fewer resources and supports running multiple instances:
+
+```bash
+# Single lightweight instance (default port 9001)
+docker compose -f docker-compose-light.yml up
+
+# Multiple instances with different ports
+NODE_PORT=9001 docker compose -p superset-1 -f docker-compose-light.yml up
+NODE_PORT=9002 docker compose -p superset-2 -f docker-compose-light.yml up
+NODE_PORT=9003 docker compose -p superset-3 -f docker-compose-light.yml up
+```
+
+This configuration includes:
+- PostgreSQL database (internal network only)
+- Superset application server
+- Frontend development server with webpack hot reloading
+- In-memory caching (no Redis)
+- Isolated volumes and networks per instance
+
+Access each instance at `http://localhost:{NODE_PORT}` (e.g., `http://localhost:9001`).
+
+### Option #3 - build a set of immutable images from the local branch
 
 ```bash
 docker compose -f docker-compose-non-dev.yml up
 ```
 
-### Option #3 - boot up an official release
+### Option #4 - boot up an official release
 
 ```bash
 # Set the version you want to run
-export TAG=3.1.1
+export TAG=5.0.0
 # Fetch the tag you're about to check out (assuming you shallow-cloned the repo)
 git fetch --depth=1 origin tag $TAG
 # Could also fetch all tags too if you've got bandwidth to spare
@@ -129,8 +155,8 @@ Refer to the docker-related documentation to learn more about existing tags you
 from Docker Hub.
 
 :::note
-For option #2 and #3, we recommend checking out the release tag from the better repository
-(ie: `git checkout 4.0.0`) for more guaranteed results. This ensures that the `docker-compose.*.yml`
+For option #2 and #3, we recommend checking out the release tag from the git repository
+(ie: `git checkout 5.0.0`) for more guaranteed results. This ensures that the `docker-compose.*.yml`
 configurations and that the mounted `docker/` scripts are in sync with the image you are
 looking to fire up.
 :::
@@ -143,7 +169,7 @@ its metadata database. In production, this database should be backed up.  The de
 with docker compose will store that data in a PostgreSQL database contained in a Docker
 [volume](https://docs.docker.com/storage/volumes/), which is not backed up.
 
-Again, **DO NOT USE THIS FOR PRODUCTION**
+Again, **THE DOCKER-COMPOSE INSTALLATION IS NOT PRODUCTION-READY OUT OF THE BOX.**
 
 :::
 

docs/docs/installation/installation-methods.mdx

@@ -27,9 +27,7 @@ You will need to back up your metadata DB. That could mean backing up the servic
 
 You will also need to extend the Superset docker image. The default `lean` images do not contain drivers needed to access your metadata database (Postgres or MySQL), nor to access your data warehouse, nor the headless browser needed for Alerts & Reports. You could run a `-dev` image while demoing Superset, which has some of this, but you'll still need to install the driver for your data warehouse. The `-dev` images run as root, which is not recommended for production.
 
-Ideally you will build your own image of Superset that extends `lean`, adding what your deployment needs.
-
-See [Docker Build Presets](/docs/installation/docker-builds/#build-presets) for more information about the different image versions you can extend.
+Ideally you will build your own image of Superset that extends `lean`, adding what your deployment needs. See [Building your own production Docker image](/docs/installation/docker-builds/#building-your-own-production-docker-image).
 
 ## [Kubernetes (K8s)](/docs/installation/kubernetes.mdx)
 

docs/docs/installation/pypi.mdx

@@ -22,6 +22,13 @@ level dependencies.
 
 **Debian and Ubuntu**
 
+Ubuntu **24.04** uses python 3.12 per default, which currently is not supported by Superset. You need to add a second python installation of 3.11 and install the required additional dependencies.
+```bash
+sudo add-apt-repository ppa:deadsnakes/ppa
+sudo apt update
+sudo apt install python3.11 python3.11-dev python3.11-venv build-essential libssl-dev libffi-dev libsasl2-dev libldap2-dev default-libmysqlclient-dev
+```
+
 In Ubuntu **20.04 and 22.04** the following command will ensure that the required dependencies are installed:
 
 ```bash
@@ -94,14 +101,9 @@ These will now be available when pip installing requirements.
 
 ## Python Virtual Environment
 
-We highly recommend installing Superset inside of a virtual environment. Python ships with
-`virtualenv` out of the box. If you're using [pyenv](https://github.com/pyenv/pyenv), you can install [pyenv-virtualenv](https://github.com/pyenv/pyenv-virtualenv). Or you can install it with `pip`:
+We highly recommend installing Superset inside of a virtual environment.
 
-```bash
-pip install virtualenv
-```
-
-You can create and activate a virtual environment using:
+You can create and activate a virtual environment using the following commands. Ensure you are using a compatible version of python. You might have to explicitly use for example `python3.11` instead of `python3`.
 
 ```bash
 # virtualenv is shipped in Python 3.6+ as venv instead of pyvenv.
@@ -132,7 +134,7 @@ pip install apache_superset
 
 Then, define mandatory configurations, SECRET_KEY and FLASK_APP:
 ```bash
-export SUPERSET_SECRET_KEY=YOUR-SECRET-KEY
+export SUPERSET_SECRET_KEY=YOUR-SECRET-KEY # For production use, make sure this is a strong key, for example generated using `openssl rand -base64 42`. See https://superset.apache.org/docs/configuration/configuring-superset#specifying-a-secret_key
 export FLASK_APP=superset
 ```