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[SPARK-46095][DOCS] Document
REST API
for Spark Standalone Cluster
This PR aims to document `REST API` for Spark Standalone Cluster. To help the users to understand Apache Spark features. No. Manual review. `REST API` Section is added newly. **AFTER** <img width="704" alt="Screenshot 2023-11-24 at 4 13 53 PM" src="https://github.com/apache/spark/assets/9700541/a4e09d94-d216-4629-8b37-9d350365a428"> No. Closes #44007 from dongjoon-hyun/SPARK-46095. Authored-by: Dongjoon Hyun <dhyun@apple.com> Signed-off-by: Dongjoon Hyun <dhyun@apple.com> (cherry picked from commit 132c1a1) Signed-off-by: Dongjoon Hyun <dhyun@apple.com>
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