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开源数据生态工具融合与开放标准
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文章探讨了开源数据生态工具融合的必要性,强调了开放标准在构建统一数据栈和简化数据处理流程中的重要性,并指出更多工具将转化为开放数据标准。

With the explosion of tools in the open-source data ecosystem, there is the need to couple them, maximize the tools into a single data stack, and simplify along the way. To achieve this, we need open standards that everyone is implementing.

There are already standards such as S3 for the storage interface (many other storage providers implemented the S3 API as a default) and Apache Parquet as File Format in data lakes. Or standards such as Table Formats, which bundle distributed files into one database-like table. It is an abstraction layer between your physical data files and how they are structured to form a table.

Open standards are also vital for the Open Data Stack and Modern Data Stack’s success in integrating the various tools into a powerful data stack. With more existing tools maturing, more will transform them into open data standards. Time will tell which tools it will be.

Open standards build on the foundation of Openness.

# Why Open Standards Matter

Read more on Why Openness and Standards matter.


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Created 2023-01-25

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开源数据 数据栈 开放标准 工具融合 数据处理
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