# superset | Superset | Knowledge Base | Instagit

IDE for the AI Agents Era - Run an army of Claude Code, Codex, etc. on your machine

GitHub Stars: 5.8k

Repository: https://github.com/superset-sh/superset

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## Articles

### [What Is the Recommended Python Version for Apache Superset Development?](/superset-sh/superset/what-is-the-recommended-python-version-for-apache-superset-development)

Discover the recommended Python version for Apache Superset development. Use Python 3.10 or newer for optimal compatibility in your projects.

- Tags: best-practices
- Published: 2026-03-08

### [How to Use Celery with Apache Superset: Architecture, Setup, and Configuration](/superset-sh/superset/how-to-use-celery-with-apache-superset)

Learn how to use Celery with Apache Superset by configuring your Superset instance and launching Celery workers. Optimize your Superset's asynchronous task processing.

- Tags: tutorial
- Published: 2026-03-08

### [How to Integrate Custom Authentication with Apache Superset: A Complete Guide](/superset-sh/superset/how-to-integrate-custom-authentication-with-apache-superset)

Integrate custom authentication with Apache Superset easily. Extend better-auth to add OAuth providers, session data, and JWT claims for enhanced security. Get the complete guide.

- Tags: how-to-guide
- Published: 2026-03-08

### [Apache Superset API Endpoints for Development: Complete Route Reference](/superset-sh/superset/what-are-the-api-endpoints-for-apache-superset-development)

Explore Apache Superset API endpoints for development at apps/api/src/app/api/. Access tRPC data fetching, OAuth, chat services, and integrations with Slack, Linear, and GitHub.

- Tags: api-reference
- Published: 2026-03-08

### [How to Configure Logging in Apache Superset Development: Environment Setup Guide](/superset-sh/superset/how-to-configure-logging-in-apache-superset-development)

Configure Apache Superset development logging effectively. Enable global debug, terminal UI logs, and Node.js daemon logs for seamless debugging in your superset repository.

- Tags: how-to-guide
- Published: 2026-03-08

### [How to Deploy Apache Superset from Source: Complete Build Guide](/superset-sh/superset/how-to-deploy-apache-superset-from-source)

Deploy Apache Superset from source by cloning the superset-sh superset repository. Install Bun and Caddy, configure your env file, and run bun run dev for the full development stack.

- Tags: how-to-guide
- Published: 2026-03-08

### [Apache Superset Project Structure: A Complete Guide to the Monorepo Architecture](/superset-sh/superset/what-is-the-project-structure-of-apache-superset)

Explore the Apache Superset project structure, a Bun-powered monorepo. Understand how apps and packages are organized with centralized tooling for clarity and efficiency.

- Tags: architecture
- Published: 2026-03-08

### [How to Update Apache Superset Dependencies in the Superset-sh Bun Monorepo](/superset-sh/superset/how-to-update-apache-superset-dependencies)

Effortlessly update Apache Superset dependencies in the superset-sh Bun monorepo. Learn the simple commands to upgrade packages, regenerate lockfiles, and validate changes for seamless integration.

- Tags: how-to-guide
- Published: 2026-03-08

### [Apache Superset Development Tools: Complete Tech Stack and Monorepo Guide](/superset-sh/superset/what-tools-are-used-in-apache-superset-development)

Explore the Apache Superset tech stack including Bun, Turborepo, TypeScript, React, Next.js, Tailwind CSS, Drizzle ORM, and Neon PostgreSQL. Learn about its monorepo development approach.

- Tags: tech-stack-guide
- Published: 2026-03-08

### [How to Debug Apache Superset Frontend: Complete tRPC and Next.js API Debugging Guide](/superset-sh/superset/how-to-debug-apache-superset-frontend)

Debug Apache Superset frontend effectively. Master tRPC and Next.js API debugging with Node inspector, detailed logs, and strategic breakpoints for faster resolution.

- Tags: how-to-guide
- Published: 2026-03-08

### [How to Debug the Apache Superset Backend: A Complete Guide to tRPC API Troubleshooting](/superset-sh/superset/how-to-debug-apache-superset-backend)

Debug Apache Superset backend by attaching the Node.js inspector to the tRPC API server. Trace requests and add console logs to effectively troubleshoot your Superset API.

- Tags: how-to-guide
- Published: 2026-03-08

### [Apache Superset Development Commands: Essential CLI Reference for the Bun Monorepo](/superset-sh/superset/what-are-the-common-apache-superset-development-commands)

Master Apache Superset development with essential Bun monorepo CLI commands. Learn to start services with bun dev, run tests with bun test, and ensure code quality with bun run lint.

- Tags: api-reference
- Published: 2026-03-08

### [How to Manage Apache Superset Migrations: A Complete Guide to Drizzle ORM Workflows](/superset-sh/superset/how-to-manage-apache-superset-migrations)

Easily manage Apache Superset migrations using Drizzle ORM workflows. Edit TypeScript schema files, generate auto-migrations, and apply them seamlessly on Neon PostgreSQL.

- Tags: how-to-guide
- Published: 2026-03-08

### [How to Build the Apache Superset Frontend: A Complete Guide](/superset-sh/superset/how-to-build-the-apache-superset-frontend)

Learn to build the Apache Superset frontend. Follow this guide to install dependencies with Bun, configure env vars, and run the build command for a seamless development experience.

- Tags: how-to-guide
- Published: 2026-03-08

### [Apache Superset Docker Setup: A Complete Guide to the superset-sh Workspace Configuration](/superset-sh/superset/what-is-the-apache-superset-docker-setup)

Master the Apache Superset Docker setup with superset-sh. This guide details workspace configuration and Electric SQL sidecar integration for seamless data sync.

- Tags: how-to-guide
- Published: 2026-03-08

### [How to Contribute to Superset Development: Complete Guide to the Bun + Turbo Monorepo](/superset-sh/superset/how-to-contribute-to-apache-superset-development)

Learn how to contribute to Apache Superset development. Our guide walks you through forking, setting up the monorepo with Bun, testing, and submitting your first pull request.

- Tags: how-to-guide
- Published: 2026-03-08

### [How to Run Apache Superset Tests in the Bun Monorepo](/superset-sh/superset/how-to-run-apache-superset-tests)

Easily run Apache Superset tests in the Bun monorepo with simple commands. Execute the full test suite or target specific packages efficiently.

- Tags: how-to-guide
- Published: 2026-03-08

### [How to Set Up a Database for Apache Superset Locally: Complete SQLite Setup Guide](/superset-sh/superset/how-to-set-up-a-database-for-apache-superset-locally)

Learn how to set up a database for Apache Superset locally with this SQLite setup guide. Easily configure your development environment using the superset-sh/superset repository.

- Tags: tutorial
- Published: 2026-03-08

### [Where Are Apache Superset Configuration Files Located? A Complete Guide](/superset-sh/superset/where-are-apache-superset-configuration-files-located)

Locate Apache Superset configuration files within the Python backend repository, primarily superset_config.py and .env files. Access your complete guide for efficient management.

- Tags: how-to-guide
- Published: 2026-03-08

### [How to Set Up an Apache Superset Development Environment: Complete Turbo-Monorepo Guide](/superset-sh/superset/how-to-run-apache-superset-development-environment)

Learn how to run the Apache Superset development environment quickly. Clone the repo, set up dependencies with Bun, and start the Turbo-monorepo with a single command for efficient development.

- Tags: tutorial
- Published: 2026-03-08

### [Dependencies for Building Apache Superset: Complete System and Package Requirements](/superset-sh/superset/what-are-the-dependencies-for-building-apache-superset)

Build Apache Superset by meeting system and package requirements. Discover essential dependencies like Bun v1.0+, macOS, Git, GitHub CLI, and Caddy for your superset-sh/superset development.

- Tags: how-to-guide
- Published: 2026-03-08

### [How to Install Superset (Terminal) from Source: Complete Bun Monorepo Guide](/superset-sh/superset/how-to-install-apache-superset-from-source)

Install Apache Superset from source using the Bun monorepo. Clone the superset-sh superset repository configure environment variables install dependencies and run the dev server.

- Tags: how-to-guide
- Published: 2026-03-08