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bruin-data
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bruin-data/bruin

Build data pipelines with SQL and Python, ingest data from different sources, add quality checks, and build end-to-end flows.

Go ◇ analytics Apache-2.0
★1.8KSTARS
⑂96FORKS
!73ISSUES
🏆#3,493GLOBAL RANK
🔥1DAYS TRENDING
🚀
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Momentum

+44

STARS · LAST 30 DAYS

1

PER DAY

#424

MOST-STARRED Go

Window7 days30 days90 days
Stars gained+7+44+90
Per day111
Forks gained+1+3+10

bruin gained 44 stars in the last 30 days, about 1 a day, and now has 1.8K. It is about 3 years old and has averaged roughly 589 stars a year. It ranks #424 among Go repositories and #3,493 across all languages on GitHubRepo.

Trending Record

bruin has maintained a continuous presence across global trending indexes, peaking at #4629. Below is the 30-day activity profile:

💡 Overview

bruin is an open-source project written in Go: Build data pipelines with SQL and Python, ingest data from different sources, add quality checks, and build end-to-end flows.

Engineered for speed, consistency, and developer ease, it solves common hurdles in analytics, bigquery, data-analysis. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.

⚡ Key Features

1

Optimized execution pipeline written in Go for predictable speed.

2

Zero-friction configuration with comprehensive sensible defaults out of the box.

3

Cross-platform runtime support across Linux, macOS, and Windows environments.

4

Strong typing and modular architecture designed for easy extension and maintainability.

5

Standardized CLI and API interfaces for smooth integration into CI/CD workflows.

6

Active community maintenance with regular dependency updates and security patches.

📥 Installation

terminal
$ go install github.com/bruin-data/bruin@latest

⚙ System Requirements

Platforms

  • • macOS
  • • Linux
  • • Windows

Runtime & Dependencies

Go >= 1.21 runtime environment

Architecture

x86_64, ARM64 (Apple Silicon & Graviton)

🧠 How It Works

bruin coordinates its core functionality through a modular Go pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.

🎯 Production Use Cases

Production System Integration

Embed bruin into Go backend services to handle core application logic.

CI/CD Automated Pipelines

Run automated validation, builds, and integration suites during deployments.

Developer Tooling & Workflows

Accelerate developer onboarding with pre-configured project utilities.

Open Source Extension

Fork and customize internal modules under the repository's open Apache-2.0 license.

🚀 Getting Started

1

Install bruin using your package manager: `go install github.com/bruin-data/bruin@latest`

2

Initialize your project workspace or configuration file for bruin.

3

Import bruin into your codebase or invoke it directly from your terminal.

4

Execute your test suite or run `bruin --help` to verify successful setup.

👍 Strengths

Active community backing with 1,767 GitHub stars and verified adoption.
Permissive open-source distribution under the Apache-2.0 license.
Built in Go for high execution speed and developer familiarity.
Cross-platform compatibility across modern Linux, macOS, and Windows environments.
Clean modular design allowing flexible configuration and pipeline integration.

⚠️ Considerations

Requires familiarity with Go and modern CLI workflows.
Ecosystem extensions may require manual configuration depending on environment constraints.
Active development roadmap means breaking API changes may occur across major versions.

⇄ Alternatives & Direct Competitors

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👥 Who Should Use This

Developers and engineering teams building with Go, seeking reliable, tested, and actively maintained tooling for production workloads.

🏆 Nearby in the Rankings

bruin-data/bruin is currently ranked #3,493 by stars across every repository tracked on GitHubRepo. These are adjacent projects:

RankRepositoryLanguageStarsAction
#3,488 candid82/joker Go ★ 1.8K Compare ↗
#3,489 Greedeks/GTweak C# ★ 1.8K Compare ↗
#3,490 ossf/cve-bin-tool Python ★ 1.8K Compare ↗
#3,490 OpenPrinting/cups C ★ 1.8K Compare ↗
#3,490 google/sandboxed-api C++ ★ 1.8K Compare ↗
#3,493 bruin-data/bruin This Project Go ★ 1.8K
#3,493 Netflix/genie Java ★ 1.8K Compare ↗
#3,495 jm33-m0/emp3r0r Go ★ 1.8K Compare ↗
#3,496 railwaycat/homebrew-emacsmacport Ruby ★ 1.8K Compare ↗
#3,497 owntracks/android Kotlin ★ 1.8K Compare ↗
#3,498 nyakang/nyaterm TypeScript ★ 1.8K Compare ↗

Frequently Asked Questions

What does bruin do? +

Build data pipelines with SQL and Python, ingest data from different sources, add quality checks, and build end-to-end flows.

What language is bruin written in? +

The primary language is Go. Topics include: analytics, bigquery, data-analysis, data-ingestion, data-modeling.

Is bruin actively maintained? +

Yes, the last recorded push was on Oct 5, 2026 with 73 open issues being tracked.

How many stars does bruin have? +

bruin has 1,767 stars and 96 forks on GitHub.

How does bruin rank among GitHub repositories? +

With 1,767 stars, bruin-data/bruin is ranked #3,493 globally across all repositories tracked on GitHubRepo and #424 among Go projects.

What license is bruin distributed under? +

The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.

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