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Real-Time Unified Data Layers: A New Era for Scalable Analytics, Search, and AI

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Dataframe Libraries¶

How to use CrateDB together with popular open-source dataframe libraries.

Dask¶

  • Guide to efficient data ingestion to CrateDB with pandas and Dask

  • Efficient batch/bulk INSERT operations with pandas, Dask, and SQLAlchemy

  • Import weather data using Dask

  • Dask code examples

pandas¶

  • Guide to efficient data ingestion to CrateDB with pandas

  • Importing Parquet files into CrateDB using Apache Arrow and SQLAlchemy

  • pandas code examples

Polars¶

  • Polars code examples

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  • Dataframe Libraries
    • Dask
    • pandas
    • Polars

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