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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

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

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)

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

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

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

Contributing to Spark

https://spark.apache.org/contributing.html
Contributing to JIRA maintenance Given the sheer volume of issues raised in the Apache Spark JIRA, inevitably some issues are duplicates, or become obsolete and eventually fixed otherwise, or can’t be reproduced, or could benefit from more detail, and so on

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

Project and product names using "Spark"

https://spark.apache.org/powered-by.html
Project and product names using "Spark" Organizations creating products and projects for use with Apache Spark, along with associated marketing materials, should take care to respect the trademark in “Apache Spark” and its logo

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