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docs: bifurcate documentation into user and admin sections (#38196)
Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>
This commit is contained in:
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docs/developer_docs/contributing/howtos.md
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593
docs/developer_docs/contributing/howtos.md
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---
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title: Development How-tos
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sidebar_position: 7
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||||
---
|
||||
|
||||
<!--
|
||||
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.
|
||||
-->
|
||||
|
||||
# Development How-tos
|
||||
|
||||
This guide contains specific instructions for common development tasks in Superset.
|
||||
|
||||
## Contributing to Documentation
|
||||
|
||||
The documentation site is built using [Docusaurus](https://docusaurus.io/). All documentation lives in the `docs` folder, written in Markdown format.
|
||||
|
||||
### Local Development
|
||||
|
||||
To set up your local environment for documentation development:
|
||||
|
||||
```bash
|
||||
cd docs
|
||||
npm install
|
||||
npm run start
|
||||
```
|
||||
|
||||
The site will be available at http://localhost:3000
|
||||
|
||||
### Build
|
||||
|
||||
To create a production build:
|
||||
|
||||
```bash
|
||||
npm run build
|
||||
npm run serve # Test the build locally
|
||||
```
|
||||
|
||||
### Deployment
|
||||
|
||||
Documentation is automatically deployed when changes are merged to master.
|
||||
|
||||
## Creating Visualization Plugins
|
||||
|
||||
Visualization plugins allow you to add custom chart types to Superset. They are built as npm packages that integrate with the Superset frontend.
|
||||
|
||||
### Prerequisites
|
||||
|
||||
- Node.js 18+
|
||||
- npm or yarn
|
||||
- A local Superset development environment
|
||||
|
||||
### Creating a simple Hello World viz plugin
|
||||
|
||||
1. **Install the Superset Yeoman generator**:
|
||||
```bash
|
||||
npm install -g @superset-ui/generator-superset
|
||||
```
|
||||
|
||||
2. **Create a new plugin**:
|
||||
```bash
|
||||
mkdir superset-plugin-chart-hello-world
|
||||
cd superset-plugin-chart-hello-world
|
||||
yo @superset-ui/superset
|
||||
```
|
||||
|
||||
3. **Follow the prompts**:
|
||||
- Package name: `superset-plugin-chart-hello-world`
|
||||
- Chart type: Choose your preferred type
|
||||
- Include storybook: Yes (recommended for development)
|
||||
|
||||
4. **Develop your plugin**:
|
||||
The generator creates a complete plugin structure with TypeScript, React components, and build configuration.
|
||||
|
||||
5. **Test your plugin locally**:
|
||||
```bash
|
||||
npm run dev
|
||||
```
|
||||
|
||||
6. **Link to your local Superset**:
|
||||
```bash
|
||||
npm link
|
||||
# In your Superset frontend directory:
|
||||
npm link superset-plugin-chart-hello-world
|
||||
```
|
||||
|
||||
7. **Import and register in Superset**:
|
||||
Edit `superset-frontend/src/visualizations/presets/MainPreset.ts` to include your plugin.
|
||||
|
||||
## Testing
|
||||
|
||||
### Python Testing
|
||||
|
||||
Run Python tests using pytest:
|
||||
|
||||
```bash
|
||||
# Run all tests
|
||||
pytest
|
||||
|
||||
# Run specific test file
|
||||
pytest tests/unit_tests/test_specific.py
|
||||
|
||||
# Run with coverage
|
||||
pytest --cov=superset
|
||||
|
||||
# Run only unit tests
|
||||
pytest tests/unit_tests
|
||||
|
||||
# Run only integration tests
|
||||
pytest tests/integration_tests
|
||||
```
|
||||
|
||||
#### Testing with local Presto connections
|
||||
|
||||
To test against Presto:
|
||||
|
||||
```bash
|
||||
# Start Presto locally using Docker
|
||||
docker run -p 8080:8080 \
|
||||
--name presto \
|
||||
-d prestodb/presto
|
||||
|
||||
# Configure in superset_config.py
|
||||
SQLALCHEMY_DATABASE_URI = 'presto://localhost:8080/hive/default'
|
||||
```
|
||||
|
||||
### Frontend Testing
|
||||
|
||||
Run frontend tests using Jest:
|
||||
|
||||
```bash
|
||||
cd superset-frontend
|
||||
|
||||
# Run all tests
|
||||
npm run test
|
||||
|
||||
# Run with coverage
|
||||
npm run test -- --coverage
|
||||
|
||||
# Run in watch mode
|
||||
npm run test -- --watch
|
||||
|
||||
# Run specific test file
|
||||
npm run test -- MyComponent.test.tsx
|
||||
```
|
||||
|
||||
### E2E Integration Testing
|
||||
|
||||
We support both Playwright (recommended) and Cypress for end-to-end testing.
|
||||
|
||||
#### Playwright (Recommended - NEW)
|
||||
|
||||
Playwright is our new E2E testing framework, gradually replacing Cypress.
|
||||
|
||||
```bash
|
||||
# Navigate to frontend directory
|
||||
cd superset-frontend
|
||||
|
||||
# Run all Playwright tests
|
||||
npm run playwright:test
|
||||
# or: npx playwright test
|
||||
|
||||
# Run with interactive UI for debugging
|
||||
npm run playwright:ui
|
||||
# or: npx playwright test --ui
|
||||
|
||||
# Run in headed mode (see browser)
|
||||
npm run playwright:headed
|
||||
# or: npx playwright test --headed
|
||||
|
||||
# Run specific test file
|
||||
npx playwright test tests/auth/login.spec.ts
|
||||
|
||||
# Run with debug mode (step through tests)
|
||||
npm run playwright:debug tests/auth/login.spec.ts
|
||||
# or: npx playwright test --debug tests/auth/login.spec.ts
|
||||
|
||||
# Generate test report
|
||||
npm run playwright:report
|
||||
```
|
||||
|
||||
#### Cypress (DEPRECATED - will be removed)
|
||||
|
||||
Cypress is being phased out in favor of Playwright but is still available:
|
||||
|
||||
```bash
|
||||
# Set base URL for Cypress
|
||||
export CYPRESS_BASE_URL='http://localhost:8088'
|
||||
export CYPRESS_DATABASE=test
|
||||
export CYPRESS_USERNAME=admin
|
||||
export CYPRESS_PASSWORD=admin
|
||||
|
||||
# Navigate to Cypress directory
|
||||
cd superset-frontend/cypress-base
|
||||
|
||||
# Run interactively
|
||||
npm run cypress-debug
|
||||
|
||||
# Run headless (like CI)
|
||||
npm run cypress-run-chrome
|
||||
|
||||
# Run specific file
|
||||
npm run cypress-run-chrome -- --spec "cypress/e2e/dashboard/dashboard.test.ts"
|
||||
```
|
||||
|
||||
### Debugging Server App
|
||||
|
||||
For debugging the Flask backend:
|
||||
|
||||
#### Using PyCharm/IntelliJ
|
||||
|
||||
1. Create a new Python configuration
|
||||
2. Set script path to `superset/app.py`
|
||||
3. Set environment variables:
|
||||
- `FLASK_ENV=development`
|
||||
- `SUPERSET_CONFIG_PATH=/path/to/superset_config.py`
|
||||
4. Set breakpoints and run in debug mode
|
||||
|
||||
#### Using VS Code
|
||||
|
||||
1. Add to `.vscode/launch.json`:
|
||||
```json
|
||||
{
|
||||
"version": "0.2.0",
|
||||
"configurations": [
|
||||
{
|
||||
"name": "Python: Flask",
|
||||
"type": "python",
|
||||
"request": "launch",
|
||||
"module": "flask",
|
||||
"env": {
|
||||
"FLASK_APP": "superset/app.py",
|
||||
"FLASK_ENV": "development"
|
||||
},
|
||||
"args": ["run", "--no-debugger", "--no-reload"],
|
||||
"jinja": true
|
||||
}
|
||||
]
|
||||
}
|
||||
```
|
||||
|
||||
2. Set breakpoints and press F5 to debug
|
||||
|
||||
### Debugging Server App in Kubernetes Environment
|
||||
|
||||
To debug Flask running in a POD inside a kubernetes cluster, you'll need to make sure the pod runs as root and is granted the `SYS_PTRACE` capability. These settings should not be used in production environments.
|
||||
|
||||
```yaml
|
||||
securityContext:
|
||||
capabilities:
|
||||
add: ["SYS_PTRACE"]
|
||||
```
|
||||
|
||||
See [set capabilities for a container](https://kubernetes.io/docs/tasks/configure-pod-container/security-context/#set-capabilities-for-a-container) for more details.
|
||||
|
||||
Once the pod is running as root and has the `SYS_PTRACE` capability it will be able to debug the Flask app.
|
||||
|
||||
You can follow the same instructions as in `docker compose`. Enter the pod and install the required library and packages: gdb, netstat and debugpy.
|
||||
|
||||
Often in a Kubernetes environment nodes are not addressable from outside the cluster. VSCode will thus be unable to remotely connect to port 5678 on a Kubernetes node. In order to do this you need to create a tunnel that port forwards 5678 to your local machine.
|
||||
|
||||
```bash
|
||||
kubectl port-forward pod/superset-<some random id> 5678:5678
|
||||
```
|
||||
|
||||
You can now launch your VSCode debugger with the same config as above. VSCode will connect to 127.0.0.1:5678 which is forwarded by kubectl to your remote kubernetes POD.
|
||||
|
||||
### Storybook
|
||||
|
||||
See the dedicated [Storybook documentation](../testing/storybook) for information on running Storybook locally and adding new stories.
|
||||
|
||||
## Contributing Translations
|
||||
|
||||
Superset uses Flask-Babel for internationalization.
|
||||
|
||||
### Enabling language selection
|
||||
|
||||
Edit `superset_config.py`:
|
||||
|
||||
```python
|
||||
LANGUAGES = {
|
||||
'en': {'flag': 'us', 'name': 'English'},
|
||||
'fr': {'flag': 'fr', 'name': 'French'},
|
||||
'zh': {'flag': 'cn', 'name': 'Chinese'},
|
||||
}
|
||||
```
|
||||
|
||||
### Creating a new language dictionary
|
||||
|
||||
```bash
|
||||
# Initialize a new language
|
||||
pybabel init -i superset/translations/messages.pot -d superset/translations -l de
|
||||
```
|
||||
|
||||
### Extracting new strings for translation
|
||||
|
||||
```bash
|
||||
# Extract Python strings
|
||||
pybabel extract -F babel.cfg -o superset/translations/messages.pot -k lazy_gettext superset
|
||||
|
||||
# Extract JavaScript strings
|
||||
npm run build-translation
|
||||
```
|
||||
|
||||
### Updating language files
|
||||
|
||||
```bash
|
||||
# Update all language files with new strings
|
||||
pybabel update -i superset/translations/messages.pot -d superset/translations
|
||||
```
|
||||
|
||||
### Applying translations
|
||||
|
||||
```bash
|
||||
# Frontend
|
||||
cd superset-frontend
|
||||
npm run build-translation
|
||||
|
||||
# Backend
|
||||
pybabel compile -d superset/translations
|
||||
```
|
||||
|
||||
## Linting
|
||||
|
||||
### Python
|
||||
|
||||
We use Ruff for Python linting and formatting:
|
||||
|
||||
```bash
|
||||
# Auto-format using ruff
|
||||
ruff format .
|
||||
|
||||
# Lint check with ruff
|
||||
ruff check .
|
||||
|
||||
# Lint fix with ruff
|
||||
ruff check --fix .
|
||||
```
|
||||
|
||||
Pre-commit hooks run automatically on `git commit` if installed.
|
||||
|
||||
### TypeScript / JavaScript
|
||||
|
||||
We use a hybrid linting approach combining OXC (Oxidation Compiler) for standard rules and a custom AST-based checker for Superset-specific patterns.
|
||||
|
||||
#### Quick Commands
|
||||
|
||||
```bash
|
||||
cd superset-frontend
|
||||
|
||||
# Run both OXC and custom rules
|
||||
npm run lint:full
|
||||
|
||||
# Run OXC linter only (faster for most checks)
|
||||
npm run lint
|
||||
|
||||
# Fix auto-fixable issues with OXC
|
||||
npm run lint-fix
|
||||
|
||||
# Run custom rules checker only
|
||||
npm run check:custom-rules
|
||||
|
||||
# Run tsc (typescript) checks
|
||||
npm run type
|
||||
|
||||
# Format with Prettier
|
||||
npm run prettier
|
||||
```
|
||||
|
||||
#### Architecture
|
||||
|
||||
The linting system consists of two components:
|
||||
|
||||
1. **OXC Linter** (`oxlint`) - A Rust-based linter that's 50-100x faster than ESLint
|
||||
- Handles all standard JavaScript/TypeScript rules
|
||||
- Configured via `oxlint.json`
|
||||
- Runs via `npm run lint` or `npm run lint-fix`
|
||||
|
||||
2. **Custom Rules Checker** - A Node.js AST-based checker for Superset-specific patterns
|
||||
- Enforces no literal colors (use theme colors)
|
||||
- Prevents FontAwesome usage (use @superset-ui/core Icons)
|
||||
- Validates i18n template usage (no template variables)
|
||||
- Runs via `npm run check:custom-rules`
|
||||
|
||||
#### Why This Approach?
|
||||
|
||||
- **50-100x faster linting** compared to ESLint for standard rules via OXC
|
||||
- **Apache-compatible** - No custom binaries, ASF-friendly
|
||||
- **Maintainable** - Custom rules in JavaScript, not Rust
|
||||
- **Flexible** - Can evolve as OXC adds plugin support
|
||||
|
||||
#### Troubleshooting
|
||||
|
||||
**"Plugin 'basic-custom-plugin' not found" Error**
|
||||
|
||||
Ensure you're using the explicit config:
|
||||
```bash
|
||||
npx oxlint --config oxlint.json
|
||||
```
|
||||
|
||||
**Custom Rules Not Running**
|
||||
|
||||
Verify the AST parsing dependencies are installed:
|
||||
```bash
|
||||
npm ls @babel/parser @babel/traverse glob
|
||||
```
|
||||
|
||||
#### Adding New Custom Rules
|
||||
|
||||
1. Edit `scripts/check-custom-rules.js`
|
||||
2. Add a new check function following the AST visitor pattern
|
||||
3. Call the function in `processFile()`
|
||||
4. Test with `npm run check:custom-rules`
|
||||
|
||||
## GitHub Ephemeral Environments
|
||||
|
||||
For every PR, an ephemeral environment is automatically deployed for testing.
|
||||
|
||||
Access pattern: `https://pr-{PR_NUMBER}.superset.apache.org`
|
||||
|
||||
Features:
|
||||
- Automatically deployed on PR creation/update
|
||||
- Includes sample data
|
||||
- Destroyed when PR is closed
|
||||
- Useful for UI/UX review
|
||||
|
||||
## Tips and Tricks
|
||||
|
||||
### Using Docker for Development
|
||||
|
||||
```bash
|
||||
# Rebuild specific service
|
||||
docker compose build superset
|
||||
|
||||
# View logs
|
||||
docker compose logs -f superset
|
||||
|
||||
# Execute commands in container
|
||||
docker compose exec superset bash
|
||||
|
||||
# Reset database
|
||||
docker compose down -v
|
||||
docker compose up
|
||||
```
|
||||
|
||||
### Hot Reloading
|
||||
|
||||
**Frontend**: Webpack dev server provides hot module replacement automatically.
|
||||
|
||||
**Backend**: Use Flask debug mode:
|
||||
```bash
|
||||
FLASK_ENV=development superset run -p 8088 --with-threads --reload
|
||||
```
|
||||
|
||||
### Performance Profiling
|
||||
|
||||
For Python profiling:
|
||||
```python
|
||||
# In superset_config.py
|
||||
PROFILING = True
|
||||
```
|
||||
|
||||
For React profiling:
|
||||
- Use React DevTools Profiler
|
||||
- Enable performance marks in Chrome DevTools
|
||||
|
||||
### Database Migrations
|
||||
|
||||
```bash
|
||||
# Create a new migration
|
||||
superset db migrate -m "Description of changes"
|
||||
|
||||
# Apply migrations
|
||||
superset db upgrade
|
||||
|
||||
# Downgrade
|
||||
superset db downgrade
|
||||
```
|
||||
|
||||
### Useful Aliases
|
||||
|
||||
Add to your shell profile:
|
||||
|
||||
```bash
|
||||
alias sdev='FLASK_ENV=development superset run -p 8088 --with-threads --reload'
|
||||
alias stest='pytest tests/unit_tests'
|
||||
alias slint='pre-commit run --all-files'
|
||||
alias sfront='cd superset-frontend && npm run dev-server'
|
||||
```
|
||||
|
||||
## Common Issues and Solutions
|
||||
|
||||
### Node/npm Issues
|
||||
|
||||
```bash
|
||||
# Clear npm cache
|
||||
npm cache clean --force
|
||||
|
||||
# Reinstall dependencies
|
||||
rm -rf node_modules package-lock.json
|
||||
npm install
|
||||
```
|
||||
|
||||
### Python Environment Issues
|
||||
|
||||
```bash
|
||||
# Recreate virtual environment
|
||||
deactivate
|
||||
rm -rf venv
|
||||
python3 -m venv venv
|
||||
source venv/bin/activate
|
||||
pip install -r requirements/development.txt
|
||||
pip install -e .
|
||||
```
|
||||
|
||||
### Database Issues
|
||||
|
||||
```bash
|
||||
# Reset local database
|
||||
superset db downgrade -r base
|
||||
superset db upgrade
|
||||
superset init
|
||||
```
|
||||
|
||||
### Port Already in Use
|
||||
|
||||
```bash
|
||||
# Find process using port
|
||||
lsof -i :8088
|
||||
# Kill process
|
||||
kill -9 [PID]
|
||||
```
|
||||
|
||||
## Reporting Security Vulnerabilities
|
||||
|
||||
Please report security vulnerabilities to **private@superset.apache.org**.
|
||||
|
||||
In the event a community member discovers a security flaw in Superset, it is important to follow the [Apache Security Guidelines](https://www.apache.org/security/committers.html) and release a fix as quickly as possible before public disclosure. Reporting security vulnerabilities through the usual GitHub Issues channel is not ideal as it will publicize the flaw before a fix can be applied.
|
||||
|
||||
## SQL Lab Async Configuration
|
||||
|
||||
It's possible to configure a local database to operate in `async` mode, to work on `async` related features.
|
||||
|
||||
To do this, you'll need to:
|
||||
|
||||
- Add an additional database entry. We recommend you copy the connection string from the database labeled `main`, and then enable `SQL Lab` and the features you want to use. Don't forget to check the `Async` box
|
||||
- Configure a results backend, here's a local `FileSystemCache` example, not recommended for production, but perfect for testing (stores cache in `/tmp`)
|
||||
|
||||
```python
|
||||
from flask_caching.backends.filesystemcache import FileSystemCache
|
||||
RESULTS_BACKEND = FileSystemCache('/tmp/sqllab')
|
||||
```
|
||||
|
||||
- Start up a celery worker
|
||||
|
||||
```bash
|
||||
celery --app=superset.tasks.celery_app:app worker -O fair
|
||||
```
|
||||
|
||||
Note that:
|
||||
- for changes that affect the worker logic, you'll have to restart the `celery worker` process for the changes to be reflected.
|
||||
- The message queue used is a `sqlite` database using the `SQLAlchemy` experimental broker. Ok for testing, but not recommended in production
|
||||
- In some cases, you may want to create a context that is more aligned to your production environment, and use the similar broker as well as results backend configuration
|
||||
|
||||
## Async Chart Queries
|
||||
|
||||
It's possible to configure database queries for charts to operate in `async` mode. This is especially useful for dashboards with many charts that may otherwise be affected by browser connection limits. To enable async queries for dashboards and Explore, the following dependencies are required:
|
||||
|
||||
- Redis 5.0+ (the feature utilizes [Redis Streams](https://redis.io/topics/streams-intro))
|
||||
- Cache backends enabled via the `CACHE_CONFIG` and `DATA_CACHE_CONFIG` config settings
|
||||
- Celery workers configured and running to process async tasks
|
||||
|
||||
## Need Help?
|
||||
|
||||
- Check the [FAQ](https://superset.apache.org/docs/frequently-asked-questions)
|
||||
- Ask in [Slack](https://apache-superset.slack.com)
|
||||
- Search [GitHub Issues](https://github.com/apache/superset/issues)
|
||||
- Post in [GitHub Discussions](https://github.com/apache/superset/discussions)
|
||||
Reference in New Issue
Block a user