Python implementation of Microsoft's .Net Language Integrated Query (LINQ)
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+10
STARS · LAST 30 DAYS
1
PER DAY
#1,433
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +3 | +10 |
pynq gained 10 stars in the last 30 days, about 1 a day, and now has 153. It is about 17 years old and has averaged roughly 9 stars a year. It ranks #1,433 among Python repositories and #11,678 across all languages on GitHubRepo.
Trending Record
41
DAYS ON TRENDING
#100
BEST RANK
Apr 24, 2009
FIRST APPEARANCE
Active
STATUS TODAY
pynq has maintained a continuous presence across global trending indexes, peaking at #100. Below is the 30-day activity profile:
💡 Overview
pynq is an open-source project written in Python: Python implementation of Microsoft's .Net Language Integrated Query (LINQ).
Engineered for speed, consistency, and developer ease, it solves common hurdles in Python. 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 pynq⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
pynq 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 pynq 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 source license.
🚀 Getting Started
Install pynq using your package manager: `pip install pynq`
Initialize your project workspace or configuration file for pynq.
Import pynq into your codebase or invoke it directly from your terminal.
Execute your test suite or run `pynq --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
heynemann/pynq is currently ranked #11,678 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #11,644 | notanumber/xapian-haystack | Python | ★ 154 | Compare ↗ |
| #11,644 | mmower/spike | C | ★ 154 | Compare ↗ |
| #11,644 | columnar-tech/dbc | Go | ★ 154 | Compare ↗ |
| #11,644 | andriydruk/LMPlayground | Kotlin | ★ 154 | Compare ↗ |
| #11,644 | quarkiverse/quarkus-roq | Java | ★ 154 | Compare ↗ |
| #11,678 | heynemann/pynq This Project | Python | ★ 153 | |
| #11,678 | bilalyazicioglu/tincan-cli | Rust | ★ 153 | Compare ↗ |
| #11,678 | blixvip/easyedit | Python | ★ 153 | Compare ↗ |
| #11,678 | js713-lab/sonic-match-mcp | Python | ★ 153 | Compare ↗ |
| #11,678 | iamprivacy/Waves | Python | ★ 153 | Compare ↗ |
| #11,678 | byalex33/changelog.earth | JavaScript | ★ 153 | Compare ↗ |
Frequently Asked Questions
What does pynq do? +
Python implementation of Microsoft's .Net Language Integrated Query (LINQ)
What language is pynq written in? +
The primary language is Python. Topics include: software.
Is pynq actively maintained? +
Yes, the last recorded push was on Jun 9, 2009 with 4 open issues being tracked.
How many stars does pynq have? +
pynq has 153 stars and 15 forks on GitHub.
How does pynq rank among GitHub repositories? +
With 153 stars, heynemann/pynq is ranked #11,678 globally across all repositories tracked on GitHubRepo and #1,433 among Python projects.
What license is pynq distributed under? +
No SPDX license identified yet. Code without a license is subject to copyright by default.
