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Reporting security issues Apache Spark uses the standard process outlined by the Apache Security Team for reporting vulnerabilities
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Security

https://spark.apache.org/security.html
Reporting security issues Apache Spark uses the standard process outlined by the Apache Security Team for reporting vulnerabilities

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

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

v4.2.0-->

https://spark.apache.org/docs/latest/sql-ref-ansi-compliance.html
enabled is true and Spark SQL uses an ANSI compliant dialect instead of being Hive compliant

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
Trademark Guidelines Apache Spark, Spark and the Spark logo are trademarks of the Apache Software Foundation (ASF)

Versioning Policy

https://spark.apache.org/versioning-policy.html
Release cadence Starting with Apache Spark 4

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

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

July 16, 2026

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