ACID Support for Data Lake with Delta Lake, Hudi, Iceberg, Hive and Impala

Raymond Raymond
visibility 225 access_time 2 years ago language English

This diagram summarizes the commonly used frameworks to build a data lake that supports ACID (Atomic, Consistency, Isolation, Durability).

They have different implementation mechanisms but can all support schema evolutions and integrate with Hive meta catalog (metastore) and computing frameworks like Apache Spark, Trino, etc. 

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