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eventsDatabricks·July 25, 2025

Introducing Apache Spark 4.0

Summary

Apache Spark 4.0 introduces SQL UDFs, a new pipe syntax, the variant data type, and makes ANSI mode the default. It also enhances Spark Connect with support for Swift, Rust, and Go, adds a Python data source API, and reimagines streaming state with a new transform with state API.

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