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Nested Data Manipulations · Awesome GitHub Repositories

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Awesome GitHub RepositoriesNested Data Manipulations

Functions for processing complex, hierarchical data structures within columnar formats.

Distinguishing note: Specifically targets list-type columns rather than flat data structures.

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  • pola-rs/polars

    pola-rs/polars

    37,486View on GitHub↗

    Polars is a high-performance columnar data processing library designed for efficient analytical workflows. It functions as a structured data library that organizes information into typed columns, utilizing the Apache Arrow memory format to enable zero-copy data sharing and cache-friendly, vectorized operations. The engine is built to handle large-scale tabular datasets, providing both local and distributed analytical runtimes that scale from single-machine environments to multi-node clusters. The project distinguishes itself through a sophisticated lazy query engine that constructs abstract e

    Processes list-type data columns using dedicated functions for aggregation and element-wise computation.

    Rustarrowdataframedataframe-library
    37,486View on GitHub↗