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Apache Hudi - The Data Lake Platform Tags: Apache Hudi is a streaming data lake platform built around a database kernel—not merely a table format or a transactional layer, but a complete software stack with built-in table services, data services, and incremental processing capabilities
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Apache Hudi - The Data Lake Platform

https://hudi.apache.org/blog/2021/07/21/streaming-data-lake-platform
Apache Hudi - The Data Lake Platform Tags: Apache Hudi is a streaming data lake platform built around a database kernel—not merely a table format or a transactional layer, but a complete software stack with built-in table services, data services, and incremental processing capabilities

Indexes

https://hudi.apache.org/docs/indexes
g: Apache Hive/Apache Iceberg) end up having to merge all the base files against all incoming updates/delete records (10-100x more read amplification)

This document is a specification for the Hudi's Storage Format which

https://hudi.apache.org/learn/tech-specs-0-point-x
Apache Hudi will manage metadata, and provide common abstractions and pluggable interfaces to most/all common compute/query engines

Syntax

https://hudi.apache.org/learn/tech-specs
Storage Layout​ Hudi organizes a table as a collection of files (objects in cloud storage) that can be spread across different paths on storage which can be local filesystem, distributed filesystem or object storage

Highlights​

https://hudi.apache.org/releases/release-1.1
Apache XTable (Incubating) provides pluggable format adapters for formats like Iceberg and Delta Lake