Uniffle is a high performance, general purpose Remote Shuffle Service.
Star History
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+11
STARS · LAST 30 DAYS
1
PER DAY
#693
MOST-STARRED Java
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +11 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +4 | +10 |
uniffle gained 11 stars in the last 30 days, about 1 a day, and now has 455. It is about 4 years old and has averaged roughly 114 stars a year. It ranks #693 among Java repositories and #8,273 across all languages on GitHubRepo.
Trending Record
1
DAYS ON TRENDING
#8565
BEST RANK
Oct 13, 2026
FIRST APPEARANCE
Active
STATUS TODAY
uniffle has maintained a continuous presence across global trending indexes, peaking at #8565. Below is the 30-day activity profile:
💡 Overview
uniffle is an open-source project written in Java: Uniffle is a high performance, general purpose Remote Shuffle Service.
Engineered for speed, consistency, and developer ease, it solves common hurdles in mapreduce, remote-shuffle-service, rss. 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/apache/uniffle.git
cd uniffle⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
JDK 17 or higher (OpenJDK / GraalVM)
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
uniffle 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 uniffle 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 uniffle using your package manager: `git clone https://github.com/apache/uniffle.git`
Initialize your project workspace or configuration file for uniffle.
Import uniffle into your codebase or invoke it directly from your terminal.
Execute your test suite or run `uniffle --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
apache/uniffle is currently ranked #8,273 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #8,262 | benavlabs/crudadmin | Python | ★ 456 | Compare ↗ |
| #8,262 | joinloops/loops-server | PHP | ★ 456 | Compare ↗ |
| #8,262 | aiblueprinthq/ai-blueprint | TypeScript | ★ 456 | Compare ↗ |
| #8,262 | programmersd21/flow | Go | ★ 456 | Compare ↗ |
| #8,262 | anysearch-team/anysearch-dsh | TypeScript | ★ 456 | Compare ↗ |
| #8,273 | apache/uniffle This Project | Java | ★ 455 | |
| #8,273 | dkubb/axiom | Ruby | ★ 455 | Compare ↗ |
| #8,273 | jeremykenedy/laravel-users | PHP | ★ 455 | Compare ↗ |
| #8,273 | FasterXML/jackson-dataformats-text | Java | ★ 455 | Compare ↗ |
| #8,273 | foks-proj/go-foks | Go | ★ 455 | Compare ↗ |
| #8,273 | ByteNess/aws-vault | Go | ★ 455 | Compare ↗ |
Frequently Asked Questions
What does uniffle do? +
Uniffle is a high performance, general purpose Remote Shuffle Service.
What language is uniffle written in? +
The primary language is Java. Topics include: mapreduce, remote-shuffle-service, rss, shuffle, spark.
Is uniffle actively maintained? +
Yes, the last recorded push was on Oct 12, 2026 with 322 open issues being tracked.
How many stars does uniffle have? +
uniffle has 455 stars and 175 forks on GitHub.
How does uniffle rank among GitHub repositories? +
With 455 stars, apache/uniffle is ranked #8,273 globally across all repositories tracked on GitHubRepo and #693 among Java projects.
What license is uniffle distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
