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Add fireducks #2656

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ManohisoaS
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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.

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V-j11
V-j11 suggested changes Feb 28, 2025
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https://www.dropbox.com/scl/fi/rjuis6xm5sm2bvfvv8h04/Photo-07-02-2025-2-56-23-am.png?rlkey=ni8e0bcsnxdiaizhq7x623xoj&e=2&mweb=1

shadowmonarch8
shadowmonarch8 reviewed Mar 5, 2025
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Like it

@itsher4202
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Well done 👍

V-j11
V-j11 reviewed Mar 27, 2025
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https://formaonline.app/sharing/9d357038

@V-j11
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V-j11 commented Mar 27, 2025

https://formaonline.app/sharing/9d357038

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@V-j11 V-j11 V-j11 approved these changes

@shadowmonarch8 shadowmonarch8 shadowmonarch8 approved these changes

@evansidwell evansidwell evansidwell approved these changes

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5 participants
@ManohisoaS @itsher4202 @V-j11 @evansidwell @shadowmonarch8