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0 release, the Apache Spark community has posted a Spark 4
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July 16, 2026

https://spark.apache.org/news/
0 release, the Apache Spark community has posted a Spark 4

Bryan Cutler

https://spark.apache.org/committers.html
Unlike apache/spark, this repository uses asf-site as its default branch, and there is no master branch

Security

https://spark.apache.org/security.html
Security For information on what security properties to expect from Apache Spark and how to configure the various security features, see the Spark Security documentation

Working with component leads to clean up JIRA

https://spark.apache.org/release-process.html
org email address to prepare a Spark release with the Release Apache Spark GitHub action

Contributing to Spark

https://spark.apache.org/contributing.html
org/docs/), edit the Markdown source files in Spark’s docs/ directory, whose README file shows how to build the documentation locally to test your changes

GitHub Actions

https://spark.apache.org/developer-tools.html
jar - lib_managed\jars In the event of “Could not find resource path for Web UI: org/apache/spark/ui/static”, it’s due to a classpath issue (some classes were probably not compiled)

Popular libraries with PySpark integrations

https://spark.apache.org/third-party-projects.html
ScaleDP - An Open-Source Library for Processing Documents using AI/ML in Apache Spark