<ul><li>DeepSeek AI has released Smallpond, a lightweight data processing framework built on DuckDB and 3FS. It aims to simplify data workflows without sacrificing performance.</li><li>Smallpond is designed to work seamlessly with Python, supporting versions 3.8 through 3.12. It provides flexibility in data partitioning and leverages DuckDB and Ray for efficient parallel processing.</li><li>In performance tests, Smallpond demonstrated its capacity by sorting 110.5TiB of data in just over 30 minutes, achieving an average throughput of 3.66TiB per minute.</li><li>Smallpond offers a practical solution for data scientists and engineers working with large datasets. It is an open source project that encourages collaboration and continuous improvement.</li></ul>

DeepSeek AI Releases Smallpond: A Lightweight Data Processing Framework Built on DuckDB and 3FS

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