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commit 490210982e18b27ff908d0da74c741b962bb2663
Author: Allison Wang <[email protected]>
AuthorDate: Tue Nov 11 16:18:18 2025 -0800

    add llms.txt
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+# Apache Spark
+
+> Apache Sparkā„¢ is a unified analytics engine for large-scale data processing. 
It provides high-level APIs in Java, Scala, Python, and R, and an optimized 
engine that supports general execution graphs. It also supports a rich set of 
higher-level tools including Spark SQL for SQL and structured data processing, 
MLlib for machine learning, GraphX for graph processing, and Structured 
Streaming for incremental computation and stream processing.
+
+Documentation home: https://spark.apache.org/docs/latest/
+
+## Programming Guides
+
+- [Quick Start](https://spark.apache.org/docs/latest/quick-start.html)
+- [Spark SQL](https://spark.apache.org/docs/latest/sql-programming-guide.html)
+- 
[PySpark](https://spark.apache.org/docs/latest/api/python/getting_started/index.html)
+- [Structured 
Streaming](https://spark.apache.org/docs/latest/streaming-programming-guide.html)
+- [MLlib](https://spark.apache.org/docs/latest/ml-guide.html)
+- [GraphX](https://spark.apache.org/docs/latest/graphx-programming-guide.html)
+- [SparkR](https://spark.apache.org/docs/latest/sparkr.html)
+- [Spark SQL 
CLI](https://spark.apache.org/docs/latest/sql-distributed-sql-engine-spark-sql-cli.html)
+
+## API Docs
+
+- [Spark Python 
API](https://spark.apache.org/docs/latest/api/python/index.html)
+- [Spark Scala 
API](https://spark.apache.org/docs/latest/api/scala/org/apache/spark/index.html)
+- [Spark Java API](https://spark.apache.org/docs/latest/api/java/index.html)
+- [Spark R API](https://spark.apache.org/docs/latest/api/R/index.html)
+- [Spark SQL Built-in 
Functions](https://spark.apache.org/docs/latest/api/sql/index.html)
+
+## Deployment Guides
+
+- [Cluster 
Overview](https://spark.apache.org/docs/latest/cluster-overview.html)
+- [Submitting 
Applications](https://spark.apache.org/docs/latest/submitting-applications.html)
+- [Standalone Deploy 
Mode](https://spark.apache.org/docs/latest/spark-standalone.html)
+- [YARN](https://spark.apache.org/docs/latest/running-on-yarn.html)
+- [Kubernetes](https://spark.apache.org/docs/latest/running-on-kubernetes.html)
+
+## Other Documents
+
+- [Configuration](https://spark.apache.org/docs/latest/configuration.html)
+- [Monitoring](https://spark.apache.org/docs/latest/monitoring.html)
+- [Web UI](https://spark.apache.org/docs/latest/web-ui.html)
+- [Tuning Guide](https://spark.apache.org/docs/latest/tuning.html)
+- [Job Scheduling](https://spark.apache.org/docs/latest/job-scheduling.html)
+- [Security](https://spark.apache.org/docs/latest/security.html)
+- [Hardware 
Provisioning](https://spark.apache.org/docs/latest/hardware-provisioning.html)
+- [Cloud 
Infrastructures](https://spark.apache.org/docs/latest/cloud-integration.html)
+- [Migration Guide](https://spark.apache.org/docs/latest/migration-guide.html)
+
+## External Resources
+
+- [Apache Spark Home](https://spark.apache.org/)
+- [Downloads](https://spark.apache.org/downloads.html)
+- [GitHub Repository](https://github.com/apache/spark)
+- [Issue Tracker (JIRA)](https://issues.apache.org/jira/projects/SPARK)
+- [Mailing Lists](https://spark.apache.org/mailing-lists.html)
+- [Community](https://spark.apache.org/community.html)
+- [Contributing](https://spark.apache.org/contributing.html)


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