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Incremental State Management · Awesome GitHub Repositories

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Awesome GitHub RepositoriesIncremental State Management

Systems that maintain intermediate computation results in memory to prevent redundant re-processing of data pipelines.

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  • pathwaycom/pathway

    pathwaycom/pathway

    59,684GitHubView on GitHub↗

    Pathway is a high-performance data processing framework designed for building unified batch and streaming pipelines. It functions as an orchestrator for complex data transformations, utilizing a differential dataflow engine to process updates incrementally. By treating static datasets and continuous event streams with

    Pythonbatch-processingdata-analyticsdata-pipelines