It’s time to submit our quarterly project report to the ASF board. Here is a 
draft, let me know if you have suggestions for changes:

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Description:

Apache Spark is a fast and general purpose engine for large-scale data 
processing. It offers high-level APIs in Java, Scala, Python, R and SQL as well 
as a rich set of libraries including stream processing, machine learning, and 
graph analytics.

Issues for the board:

- None

Project Status:

- The Apache Spark 4.1 branch has been cut, and Spark 4.1 has entered the QA 
stage.
- Released Apache Spark 4.1.0 preview2 on Sept 28, 2025 and preview3 releases 
on Oct 29, 2025.
- Released Apache Spark 4.0.1 on Sept 7, 2025.
- Released Apache Spark 3.5.7 on Sept 29, 2025.
- Released Apache Spark Kubernetes Operator 0.5.0 on Oct 3, 2025; 0.6.0 on Nov 
7, 2025
- Released Apache Spark Connect Swift Client 0.4.0 on Oct 1, 2025.
- Two SPIPs were recently accepted:
  1. JDBC Driver for Spark Connect
  2. Add llms.txt files to Spark Documentation

Trademarks:

- No changes since last report.

Latest releases:

- Spark 3.5.7 was released on Sept 29, 2025
- Spark 4.0.1 was released on Sept 7, 2025
- Spark 3.5.6 was released on May 29, 2025

Committers and PMC:

- The latest committer was added on July 1, 2025 (Anton Okolnychyi).
- The latest PMC member was added on Jan 21st, 2025 (Jie Yang).

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