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Lazy Query Pipelines · Awesome GitHub Repositories

1 repo

Awesome GitHub RepositoriesLazy Query Pipelines

Constructs data processing pipelines using lazy evaluation for optimized execution.

Distinguishing note: Focuses on the construction of lazy pipelines, distinct from immediate execution.

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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

    Builds data processing pipelines using lazy evaluation for modular query construction.

    Rustarrowdataframedataframe-library
    37,486View on GitHub↗