Star History
Momentum
+10
STARS · LAST 30 DAYS
1
PER DAY
#437
MOST-STARRED Java
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
sqrl gained 10 stars in the last 30 days, about 1 a day, and now has 229. It is about 5 years old and has averaged roughly 46 stars a year. It ranks #437 among Java repositories and #5,496 across all languages on GitHubRepo.
Trending Record
1
DAYS ON TRENDING
#5128
BEST RANK
Sep 29, 2026
FIRST APPEARANCE
Active
STATUS TODAY
sqrl has maintained a continuous presence across global trending indexes, peaking at #5128. Below is the 30-day activity profile:
💡 Overview
sqrl is an open-source project written in Java: Agentic Data Engineering Harness for building data pipelines, data products, data APIs, and data lakes autonomously.
Engineered for speed, consistency, and developer ease, it solves common hurdles in api, data-engineering, data-pipeline. 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 Java 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
$ git clone https://github.com/DataSQRL/sqrl.git
cd sqrl⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
JDK 17 or higher (OpenJDK / GraalVM)
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
sqrl coordinates its core functionality through a modular Java 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 sqrl into Java 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 sqrl using your package manager: `git clone https://github.com/DataSQRL/sqrl.git`
Initialize your project workspace or configuration file for sqrl.
Import sqrl into your codebase or invoke it directly from your terminal.
Execute your test suite or run `sqrl --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Java, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
DataSQRL/sqrl is currently ranked #5,496 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #5,482 | ColdP/HyperChanger | Kotlin | ★ 231 | Compare ↗ |
| #5,492 | unitaryfoundation/qrack | C++ | ★ 230 | Compare ↗ |
| #5,492 | lightning-uq-box/lightning-uq-box | Python | ★ 230 | Compare ↗ |
| #5,492 | soupslurpr/BeauTyXT | Kotlin | ★ 230 | Compare ↗ |
| #5,492 | skymanbp/autoshade | Rust | ★ 230 | Compare ↗ |
| #5,496 | DataSQRL/sqrl This Project | Java | ★ 229 | |
| #5,496 | erector/erector | Ruby | ★ 229 | Compare ↗ |
| #5,496 | cardmagic/simple-rss | Ruby | ★ 229 | Compare ↗ |
| #5,496 | liamks/libpytunes | Python | ★ 229 | Compare ↗ |
| #5,496 | aplus-framework/session | PHP | ★ 229 | Compare ↗ |
| #5,496 | LAA-Software-Engineering/golang-rest-api-template | Go | ★ 229 | Compare ↗ |
Frequently Asked Questions
What does sqrl do? +
Agentic Data Engineering Harness for building data pipelines, data products, data APIs, and data lakes autonomously
What language is sqrl written in? +
The primary language is Java. Topics include: api, data-engineering, data-pipeline, event-driven, harness.
Is sqrl actively maintained? +
Yes, the last recorded push was on Sep 28, 2026 with 57 open issues being tracked.
How many stars does sqrl have? +
sqrl has 229 stars and 29 forks on GitHub.
How does sqrl rank among GitHub repositories? +
With 229 stars, DataSQRL/sqrl is ranked #5,496 globally across all repositories tracked on GitHubRepo and #437 among Java projects.
What license is sqrl distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
