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delta-lake

RAPIDS Accelerator for Apache Spark Delta Lake Support

The Delta Lake support is organized into multiple Maven projects, one per Delta Lake minor version that is supported. This allows each submodule to build against the Delta Lake minor version it supports.

Delta Lake Submodules

The following table shows the mapping of Delta Lake versions to their supported Spark version and directory contains the corresponding support code.

Delta Lake Version Spark Version Directory
2.0.x Spark 3.2.x delta-20x
2.1.x Spark 3.3.x delta-21x
2.2.x Spark 3.3.x delta-22x
2.3.x Spark 3.3.x delta-23x
2.4.x Spark 3.4.x delta-24x
Databricks 11.3 Databricks 11.3 delta-spark330db
Databricks 12.2 Databricks 12.2 delta-spark332db
Databricks 13.3 Databricks 13.3 delta-spark341db

Delta Lake is not supported on all Spark versions, and for Spark versions where it is not supported the delta-stub project is used.

Code Shared Between Modules

The common directory contains code that is shared across some or all of the Delta Lake submodules depending on the particular subdirectory within common. It is not built directly as a Maven submodule but simply houses common code that is picked up by the Delta Lake submodules via the Maven build helper plugin.

The following table details how the common subdirectories map to Delta Lake versions.

Directory Applicable to Delta Lake Versions
common/src/main/scala All supported
common/src/main/databricks Delta Lake on all Databricks platforms
common/src/main/delta-io Delta Lake on all non-Databricks platforms