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Please be aware that Spark, Apache Spark and the Spark logo are trademarks of the Apache Software Foundation, and follow the Foundation's trademark policy in all uses of these logos
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How does Spark relate to Apache Hadoop?

https://spark.apache.org/faq.html
Please be aware that Spark, Apache Spark and the Spark logo are trademarks of the Apache Software Foundation, and follow the Foundation's trademark policy in all uses of these logos

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

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

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

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

Ease of use

https://spark.apache.org/mllib/
Community MLlib is developed as part of the Apache Spark project

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)

July 16, 2026

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

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

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