The data transformation tool the open-source community deserves.
⚡ Executive Summary & Quick Facts
Authoritative Sourceduckpad is duckpad is an open-source project written in Python: The data transformation tool the open-source community deserves..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), hugues31/duckpad has accumulated 293 GitHub stars and 6 forks. It is written in Python, licensed under MIT, and ranks #14,423 globally. It is actively maintained with the latest commit recorded on Nov 2, 2026.”
| Repository | hugues31/duckpad ↗ |
|---|---|
| Primary Category | data engineering |
| Language & Stack | Python |
| Software License | MIT |
| Community Traction | ★ 293 stars · ⑂ 6 forks · #14,423 globally |
| Maintenance | ● Active (Last commit: Nov 2, 2026) · 1 open issues |
| Target Audience | Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 93/100 · Grade A+Yes, duckpad is actively maintained. Continuous telemetry recorded the last code commit on Nov 2, 2026 (1 days ago). Supported by 293 stars and 6 community forks, this repository holds a calculated health index of 93/100, reflecting very active (commits within last 14 days) and healthy issue cadence.
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/hugues31/duckpad?utm_source=readme_chart)Compact badges for your README header. Real-time stars, velocity, health audit, and rank.
[](https://githubrepo.cloud/repo/hugues31/duckpad?utm_source=readme_badge) [](https://githubrepo.cloud/repo/hugues31/duckpad?utm_source=readme_badge) [](https://githubrepo.cloud/repo/hugues31/duckpad?utm_source=readme_badge) [](https://githubrepo.cloud/repo/hugues31/duckpad?utm_source=readme_badge) [](https://githubrepo.cloud/repo/hugues31/duckpad?utm_source=readme_badge)Momentum
+10
STARS · LAST 30 DAYS
1
PER DAY
#1,882
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
duckpad gained 10 stars in the last 30 days, about 1 a day, and now has 293. It is about 1 year old and has averaged roughly 293 stars a year. It ranks #1,882 among Python repositories and #14,423 across all languages on GitHubRepo.
Trending Record
2
DAYS ON TRENDING
#15214
BEST RANK
Nov 2, 2026
FIRST APPEARANCE
Active
STATUS TODAY
duckpad has maintained a continuous presence across global trending indexes, peaking at #15214. Below is the 30-day activity profile:
💡 Overview
duckpad is an open-source project written in Python: The data transformation tool the open-source community deserves.
Engineered for speed, consistency, and developer ease, it solves common hurdles in data-engineering, duckdb. 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 Python 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
$ pip install duckpad⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
duckpad coordinates its core functionality through a modular Python 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 duckpad into Python 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 MIT license.
🚀 Getting Started
Install duckpad using your package manager: `pip install duckpad`
Initialize your project workspace or configuration file for duckpad.
Import duckpad into your codebase or invoke it directly from your terminal.
Execute your test suite or run `duckpad --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
hugues31/duckpad is currently ranked #14,423 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #14,403 | slive777/OpenAver | Python | ★ 294 | Compare ↗ |
| #14,403 | Undertone0809/rudder | TypeScript | ★ 294 | Compare ↗ |
| #14,403 | agupta07505/SmartIsland | Kotlin | ★ 294 | Compare ↗ |
| #14,403 | dongguatanglinux/grok-build-auth | Python | ★ 294 | Compare ↗ |
| #14,403 | KofLang/Kof4j | Java | ★ 294 | Compare ↗ |
| #14,423 | hugues31/duckpad This Project | Python | ★ 293 | |
| #14,423 | rmm5t/liquidmetal | JavaScript | ★ 293 | Compare ↗ |
| #14,423 | resty-gwt/resty-gwt | Java | ★ 293 | Compare ↗ |
| #14,423 | benschwarz/bonsai | Ruby | ★ 293 | Compare ↗ |
| #14,423 | awestruct/awestruct | Ruby | ★ 293 | Compare ↗ |
| #14,423 | GoogleCloudDataproc/hadoop-connectors | Java | ★ 293 | Compare ↗ |
Frequently Asked Questions
What does duckpad do? +
The data transformation tool the open-source community deserves.
Is duckpad actively maintained in 2026? +
Yes, duckpad is actively maintained. The latest code push was recorded on Nov 2, 2026 (1 days ago). It holds a calculated Maintenance Health Score of 93/100 (A+ rating) with 293 stars and 1 open issues.
What language is duckpad written in? +
The primary language is Python. Topics include: data-engineering, duckdb.
How many stars does duckpad have? +
duckpad has 293 stars and 6 forks on GitHub.
How does duckpad rank among GitHub repositories? +
With 293 stars, hugues31/duckpad is ranked #14,423 globally across all repositories tracked on GitHubRepo and #1,882 among Python projects.
What license is duckpad distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
