codegen from expression to others, such as polars, pandas
⚡ Executive Summary & Quick Facts
Authoritative Sourceexpr_codegen is expr_codegen is an open-source project written in Python: codegen from expression to others, such as polars, pandas..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), wukan1986/expr_codegen has accumulated 152 GitHub stars and 47 forks. It is written in Python, licensed under BSD-3-Clause, and ranks #21,830 globally. It is actively maintained with the latest commit recorded on Oct 16, 2026.”
| Repository | wukan1986/expr_codegen ↗ |
|---|---|
| Primary Category | codegen |
| Language & Stack | Python |
| Software License | BSD-3-Clause |
| Community Traction | ★ 152 stars · ⑂ 47 forks · #21,830 globally |
| Maintenance | ● Active (Last commit: Oct 16, 2026) · 4 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: 88/100 · Grade AYes, expr_codegen is actively maintained. Continuous telemetry recorded the last code commit on Oct 16, 2026 (28 days ago). Supported by 152 stars and 47 community forks, this repository holds a calculated health index of 88/100, reflecting regular maintenance (28 days ago) and healthy issue cadence.
Star History
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+10
STARS · LAST 30 DAYS
1
PER DAY
#2,873
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 |
expr_codegen gained 10 stars in the last 30 days, about 1 a day, and now has 152. It is about 3 years old and has averaged roughly 51 stars a year. It ranks #2,873 among Python repositories and #21,830 across all languages on GitHubRepo.
Trending Record
23
DAYS ON TRENDING
#13787
BEST RANK
Oct 16, 2026
FIRST APPEARANCE
Active
STATUS TODAY
expr_codegen has maintained a continuous presence across global trending indexes, peaking at #13787. Below is the 30-day activity profile:
💡 Overview
expr_codegen is an open-source project written in Python: codegen from expression to others, such as polars, pandas.
Engineered for speed, consistency, and developer ease, it solves common hurdles in codegen, common-subexpression-elimination, expression. 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 expr_codegen⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
expr_codegen 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 expr_codegen 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 BSD-3-Clause license.
🚀 Getting Started
Install expr_codegen using your package manager: `pip install expr_codegen`
Initialize your project workspace or configuration file for expr_codegen.
Import expr_codegen into your codebase or invoke it directly from your terminal.
Execute your test suite or run `expr_codegen --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
wukan1986/expr_codegen is currently ranked #21,830 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #21,775 | js713-lab/sonic-match-mcp | Python | ★ 153 | Compare ↗ |
| #21,775 | stonith404/umpteenth | Go | ★ 153 | Compare ↗ |
| #21,775 | leonvanzyl/cubefarm | TypeScript | ★ 153 | Compare ↗ |
| #21,775 | semrincaballero/Polymarket-Prediction-Bot | Python | ★ 153 | Compare ↗ |
| #21,775 | gerdaroot/Horizon-Offline-Launcher | Rust | ★ 153 | Compare ↗ |
| #21,830 | wukan1986/expr_codegen This Project | Python | ★ 152 | |
| #21,830 | ph7/selenium-client | Ruby | ★ 152 | Compare ↗ |
| #21,830 | copiousfreetime/hitimes | Ruby | ★ 152 | Compare ↗ |
| #21,830 | bartTC/django-markup | Python | ★ 152 | Compare ↗ |
| #21,830 | sandipransing/rails_tiny_mce | Ruby | ★ 152 | Compare ↗ |
| #21,830 | pepijndevos/PyMouse | Python | ★ 152 | Compare ↗ |
Frequently Asked Questions
What does expr_codegen do? +
codegen from expression to others, such as polars, pandas
Is expr_codegen actively maintained in 2026? +
Yes, expr_codegen is actively maintained. The latest code push was recorded on Oct 16, 2026 (28 days ago). It holds a calculated Maintenance Health Score of 88/100 (A rating) with 152 stars and 4 open issues.
What language is expr_codegen written in? +
The primary language is Python. Topics include: codegen, common-subexpression-elimination, expression, genetic-algorithm, pandas.
How many stars does expr_codegen have? +
expr_codegen has 152 stars and 47 forks on GitHub.
How does expr_codegen rank among GitHub repositories? +
With 152 stars, wukan1986/expr_codegen is ranked #21,830 globally across all repositories tracked on GitHubRepo and #2,873 among Python projects.
What license is expr_codegen distributed under? +
The repository reports a BSD-3-Clause license. Always verify the repository LICENSE file for legal terms.
