data-integrations/wrangler
Wrangler Transform: A DMD system for transforming Big Data
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+10
STARS · LAST 30 DAYS
1
PER DAY
#882
MOST-STARRED Java
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +23 | +57 |
wrangler gained 10 stars in the last 30 days, about 1 a day, and now has 110. It is about 10 years old and has averaged roughly 11 stars a year. It ranks #882 among Java repositories and #10,661 across all languages on GitHubRepo.
Trending Record
9
DAYS ON TRENDING
#2403
BEST RANK
Sep 24, 2026
FIRST APPEARANCE
Active
STATUS TODAY
wrangler has maintained a continuous presence across global trending indexes, peaking at #2403. Below is the 30-day activity profile:
💡 Overview
wrangler is an open-source project written in Java: Wrangler Transform: A DMD system for transforming Big Data.
Engineered for speed, consistency, and developer ease, it solves common hurdles in Java. 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/data-integrations/wrangler.git
cd wrangler⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
JDK 17 or higher (OpenJDK / GraalVM)
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
wrangler 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 wrangler 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 wrangler using your package manager: `git clone https://github.com/data-integrations/wrangler.git`
Initialize your project workspace or configuration file for wrangler.
Import wrangler into your codebase or invoke it directly from your terminal.
Execute your test suite or run `wrangler --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
data-integrations/wrangler is currently ranked #10,661 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #10,623 | danielsdeleo/qusion | Ruby | ★ 111 | Compare ↗ |
| #10,623 | vidarh/diagram-tools | XSLT | ★ 111 | Compare ↗ |
| #10,623 | ledger/cl-ledger | Common Lisp | ★ 111 | Compare ↗ |
| #10,623 | blackwinter-attic/wirble | Ruby | ★ 111 | Compare ↗ |
| #10,623 | fzakaria/omniflake | Python | ★ 111 | Compare ↗ |
| #10,661 | data-integrations/wrangler This Project | Java | ★ 110 | |
| #10,661 | gebdag/gta2-rtx-remix | C++ | ★ 110 | Compare ↗ |
| #10,661 | OmniJev/OneJev | Python | ★ 110 | Compare ↗ |
| #10,661 | mockzilla/mockzilla | Go | ★ 110 | Compare ↗ |
| #10,661 | dan-manges/unit-record | Ruby | ★ 110 | Compare ↗ |
| #10,661 | hinke/the-cloud-player | JavaScript | ★ 110 | Compare ↗ |
Frequently Asked Questions
What does wrangler do? +
Wrangler Transform: A DMD system for transforming Big Data
What language is wrangler written in? +
The primary language is Java. Topics include: software.
Is wrangler actively maintained? +
Yes, the last recorded push was on Sep 29, 2026 with 236 open issues being tracked.
How many stars does wrangler have? +
wrangler has 110 stars and 1,148 forks on GitHub.
How does wrangler rank among GitHub repositories? +
With 110 stars, data-integrations/wrangler is ranked #10,661 globally across all repositories tracked on GitHubRepo and #882 among Java projects.
What license is wrangler distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
