[PR #2656] [CLOSED] Add fireducks #4071

New Issue

GiteaMirror · 2026-04-15T09:51:50-05:00

GiteaMirror commented

2026-04-15 09:51:50 -05:00

📋 Pull Request Information

Original PR: https://github.com/vinta/awesome-python/pull/2656
Author: @ManohisoaS
Created: 2/24/2025
Status: ❌ Closed

Base: master ← Head: master

📝 Commits (1)

3e7c4aa Add fireducks

📊 Changes

1 file changed (+1 additions, -0 deletions)

View changed files

📝 README.md (+1 -0)

📄 Description

What is this Python project?

FireDucks Pandas is a high-performance, parallelized version of the Pandas library, designed to accelerate data processing by leveraging distributed computing. It features:

Parallelized operations: Speeds up data transformations and computations by distributing workloads across multiple cores or nodes.
Seamless integration: Compatible with existing Pandas code, requiring minimal changes to migrate.
Scalability: Handles larger-than-memory datasets efficiently by leveraging distributed systems.
Optimized performance: Ideal for big data workflows, reducing processing time significantly.

What's the difference between this Python project and similar ones?

Distributed computing: Unlike standard Pandas, FireDucks Pandas is built for parallel execution, making it faster for large-scale data tasks.
Ease of use: Maintains the familiar Pandas API, allowing users to scale their workflows without rewriting code.
Scalability focus: Designed to handle datasets that exceed the memory limits of a single machine, unlike traditional Pandas.

--

Anyone who agrees with this pull request could submit an Approve review to it.

_{🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.}

## 📋 Pull Request Information **Original PR:** https://github.com/vinta/awesome-python/pull/2656 **Author:** [@ManohisoaS](https://github.com/ManohisoaS) **Created:** 2/24/2025 **Status:** ❌ Closed **Base:** `master` ← **Head:** `master` --- ### 📝 Commits (1) - [`3e7c4aa`](https://github.com/vinta/awesome-python/commit/3e7c4aa5df4a58f0216f08bd84770a6608ce47d3) Add fireducks ### 📊 Changes **1 file changed** (+1 additions, -0 deletions) <details> <summary>View changed files</summary> 📝 `README.md` (+1 -0) </details> ### 📄 Description ## What is this Python project? FireDucks Pandas is a high-performance, parallelized version of the Pandas library, designed to accelerate data processing by leveraging distributed computing. It features: - **Parallelized operations**: Speeds up data transformations and computations by distributing workloads across multiple cores or nodes. - **Seamless integration**: Compatible with existing Pandas code, requiring minimal changes to migrate. - **Scalability**: Handles larger-than-memory datasets efficiently by leveraging distributed systems. - **Optimized performance**: Ideal for big data workflows, reducing processing time significantly. ## What's the difference between this Python project and similar ones? - **Distributed computing**: Unlike standard Pandas, FireDucks Pandas is built for parallel execution, making it faster for large-scale data tasks. - **Ease of use**: Maintains the familiar Pandas API, allowing users to scale their workflows without rewriting code. - **Scalability focus**: Designed to handle datasets that exceed the memory limits of a single machine, unlike traditional Pandas. -- Anyone who agrees with this pull request could submit an *Approve* review to it. --- <sub>🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.</sub>

GiteaMirror added the pull-request label 2026-04-15 09:51:50 -05:00

GiteaMirror closed this issue

2026-04-15 09:51:51 -05:00

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Reference: github-starred/awesome-python#4071