Apache Spark 3.0 is now available for public preview in HDInsight 4.0.

Apache Spark 3.0 public preview in HDInsight 4.0 is a major update to Apache Spark and brings significant improvements including better performance and better support for ANSI SQL.
Source: Azure Roadmap

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