<ul><li>Apache Spark 4.0 beta release – try it now</li><li>The Apache Spark 4.0 beta release has made significant progress in the past year, with added support for Apache Iceberg and GPU acceleration.</li><li>Support for Apache Kyuubi has been added to the Charmed Spark solution, allowing users to deploy an enterprise-grade, fault-tolerant data warehouse on Kubernetes data lake infrastructure.</li><li>The Spark 4.0 beta image includes new features such as the Spark Connect API, ANSI SQL, Python-based data source API, and Python-based UDTFs.</li></ul>

Ubuntu Blog: Apache Spark 4.0 beta release – try it now

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