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Unlike apache/spark, this repository uses asf-site as its default branch, and there is no master branch
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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

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

StackOverflow

https://spark.apache.org/community.html
org Always use the apache-spark tag when asking questions Please also use a secondary tag to specify components so subject matter experts can more easily find them

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

Contributing to Spark

https://spark.apache.org/contributing.html
Contributing to Spark This guide documents the best way to make various types of contribution to Apache Spark, including what is required before submitting a code change

Trademark Guidelines

https://spark.apache.org/trademarks.html
If you would like to provide software, services, events, or other products based on Apache Spark, please refer to the ASF trademark policy and FAQ

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)

v4.2.0-->

https://spark.apache.org/docs/latest/quick-start.html
first() # First row in this DataFrame Row(value=u'# Apache Spark') Now let’s transform this DataFrame to a new one

July 16, 2026

https://spark.apache.org/news/
July 16, 2026 We are happy to announce the availability of Apache Spark 3

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