Fastest library to load data from DB to DataFrames in Rust and Python
⚡ Executive Summary & Quick Facts
Authoritative Sourceconnector-x is connector-x is an open-source project written in Rust: Fastest library to load data from DB to DataFrames in Rust and Python..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), sfu-db/connector-x has accumulated 2,659 GitHub stars and 229 forks. It is written in Rust, licensed under MIT, and ranks #4,662 globally. It is actively maintained with the latest commit recorded on Nov 8, 2026.”
| Repository | sfu-db/connector-x ↗ |
|---|---|
| Primary Category | cpp |
| Language & Stack | Rust |
| Software License | MIT |
| Community Traction | ★ 2.7K stars · ⑂ 229 forks · #4,662 globally |
| Maintenance | ● Active (Last commit: Nov 8, 2026) · 176 open issues |
| Target Audience | Developers and engineering teams building with Rust, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 97/100 · Grade A+Yes, connector-x is actively maintained. Continuous telemetry recorded the last code commit on Nov 8, 2026 (5 days ago). Supported by 2,659 stars and 229 community forks, this repository holds a calculated health index of 97/100, reflecting very active (commits within last 14 days) and healthy issue cadence.
Star History
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+2
STARS · LAST 30 DAYS
1
PER DAY
#463
MOST-STARRED Rust
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +2 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +2 | +11 |
connector-x gained 2 stars in the last 30 days, about 1 a day, and now has 2.7K. It is about 6 years old and has averaged roughly 443 stars a year. It ranks #463 among Rust repositories and #4,662 across all languages on GitHubRepo.
Trending Record
45
DAYS ON TRENDING
#884
BEST RANK
Sep 24, 2026
FIRST APPEARANCE
Active
STATUS TODAY
connector-x has maintained a continuous presence across global trending indexes, peaking at #884. Below is the 30-day activity profile:
💡 Overview
connector-x is an open-source project written in Rust: Fastest library to load data from DB to DataFrames in Rust and Python.
Engineered for speed, consistency, and developer ease, it solves common hurdles in cpp, database, dataframe. 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 Rust 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
$ cargo install connector-x⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Rust toolchain (rustc / cargo >= 1.70)
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
connector-x coordinates its core functionality through a modular Rust 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
High-Throughput Storage
Persist and retrieve structured data records with minimal latency and high concurrency.
In-Memory Caching
Accelerate application response times by caching frequently queried database entities.
Analytical Queries
Run aggregate metrics and point lookups across large sets of records.
Distributed Replication
Synchronize state across multiple cluster nodes with strong consistency guarantees.
🚀 Getting Started
Install connector-x using your package manager: `cargo install connector-x`
Initialize your project workspace or configuration file for connector-x.
Import connector-x into your codebase or invoke it directly from your terminal.
Execute your test suite or run `connector-x --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Rust, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
sfu-db/connector-x is currently ranked #4,662 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #4,657 | module-federation/core | JavaScript | ★ 2.7K | Compare ↗ |
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| #4,660 | Cleanuparr/Cleanuparr | C# | ★ 2.7K | Compare ↗ |
| #4,662 | sfu-db/connector-x This Project | Rust | ★ 2.7K | |
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Frequently Asked Questions
What does connector-x do? +
Fastest library to load data from DB to DataFrames in Rust and Python
Is connector-x actively maintained in 2026? +
Yes, connector-x is actively maintained. The latest code push was recorded on Nov 8, 2026 (5 days ago). It holds a calculated Maintenance Health Score of 97/100 (A+ rating) with 2,659 stars and 176 open issues.
What language is connector-x written in? +
The primary language is Rust. Topics include: cpp, database, dataframe, python, rust.
How many stars does connector-x have? +
connector-x has 2,659 stars and 229 forks on GitHub.
How does connector-x rank among GitHub repositories? +
With 2,659 stars, sfu-db/connector-x is ranked #4,662 globally across all repositories tracked on GitHubRepo and #463 among Rust projects.
What license is connector-x distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
