dataform-co/dataform
Dataform is a framework for managing SQL based data operations in BigQuery
Star History
Add Live Star History & Verified Badges to README.md
Keep your repository README looking professional and dynamic. As our continuous crawler records new stars, these official SVG badges update in real time with zero maintenance.
Renders your high-resolution star trajectory chart right inside your GitHub README or project docs.
[](https://githubrepo.cloud/repo/dataform-co/dataform?utm_source=readme_chart)Compact Shields-style badges for your README header. Shows real-time stars and global ranking.
[](https://githubrepo.cloud/repo/dataform-co/dataform?utm_source=readme_badge) [](https://githubrepo.cloud/repo/dataform-co/dataform?utm_source=readme_badge) [](https://githubrepo.cloud/repo/dataform-co/dataform?utm_source=readme_badge)Momentum
+25
STARS · LAST 30 DAYS
1
PER DAY
#505
MOST-STARRED TypeScript
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +25 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +4 | +10 |
dataform gained 25 stars in the last 30 days, about 1 a day, and now has 995. It is about 8 years old and has averaged roughly 124 stars a year. It ranks #505 among TypeScript repositories and #4,168 across all languages on GitHubRepo.
Trending Record
5
DAYS ON TRENDING
#3357
BEST RANK
Sep 29, 2026
FIRST APPEARANCE
Active
STATUS TODAY
dataform has maintained a continuous presence across global trending indexes, peaking at #3357. Below is the 30-day activity profile:
💡 Overview
dataform is an open-source project written in TypeScript: Dataform is a framework for managing SQL based data operations in BigQuery.
Engineered for speed, consistency, and developer ease, it solves common hurdles in TypeScript. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.
⚡ Key Features
Optimized execution pipeline written in TypeScript for predictable speed.
Zero-friction configuration with comprehensive sensible defaults out of the box.
Cross-platform runtime support across Linux, macOS, and Windows environments.
Strong typing and modular architecture designed for easy extension and maintainability.
Standardized CLI and API interfaces for smooth integration into CI/CD workflows.
Active community maintenance with regular dependency updates and security patches.
📥 Installation
$ npm install dataform⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Node.js >= 18, npm, pnpm or bun
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
dataform coordinates its core functionality through a modular TypeScript 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 dataform into TypeScript 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
Install dataform using your package manager: `npm install dataform`
Initialize your project workspace or configuration file for dataform.
Import dataform into your codebase or invoke it directly from your terminal.
Execute your test suite or run `dataform --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with TypeScript, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
dataform-co/dataform is currently ranked #4,168 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #4,163 | lumen-oss/lux | Rust | ★ 997 | Compare ↗ |
| #4,163 | ankane/ruby-polars | Ruby | ★ 997 | Compare ↗ |
| #4,165 | reconmap/reconmap | JavaScript | ★ 996 | Compare ↗ |
| #4,165 | next-hat/nanocl | Rust | ★ 996 | Compare ↗ |
| #4,165 | soto-project/soto | Swift | ★ 996 | Compare ↗ |
| #4,168 | dataform-co/dataform This Project | TypeScript | ★ 995 | |
| #4,168 | Jakeschincariol/linkedin-agent-skill | Python | ★ 995 | Compare ↗ |
| #4,168 | MonoMod/MonoMod | C# | ★ 995 | Compare ↗ |
| #4,168 | ultimatepp/ultimatepp | C++ | ★ 995 | Compare ↗ |
| #4,172 | thuss/standalone-migrations | Ruby | ★ 994 | Compare ↗ |
| #4,172 | dotnet/SqlClient | C# | ★ 994 | Compare ↗ |
Frequently Asked Questions
What does dataform do? +
Dataform is a framework for managing SQL based data operations in BigQuery
What language is dataform written in? +
The primary language is TypeScript. Topics include: software.
Is dataform actively maintained? +
Yes, the last recorded push was on Sep 29, 2026 with 118 open issues being tracked.
How many stars does dataform have? +
dataform has 995 stars and 207 forks on GitHub.
How does dataform rank among GitHub repositories? +
With 995 stars, dataform-co/dataform is ranked #4,168 globally across all repositories tracked on GitHubRepo and #505 among TypeScript projects.
What license is dataform distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
