Ashfaqbs opened a new pull request, #26789:
URL: https://github.com/apache/flink/pull/26789

   ## What is the purpose of the change
   
   This PR adds a documentation example that demonstrates how to use Apache 
Flink SQL to build an end-to-end streaming pipeline using Kafka as both the 
source and the sink.
   
   The example illustrates:
   - How to define input and output Kafka tables using Flink SQL.
   - How to write a transformation query that filters and modifies the stream.
   - How to set up Kafka topics and verify the results using Python-based 
producer and consumer scripts.
   - A visual reference from the Flink UI job graph.
   
   ## Brief change log
   
   - Added `kafka-to-kafka.md` under `docs/content/docs/dev/table/sql/examples/`
   - Includes sample SQL statements, Kafka commands, Python integration
   
   
   ## Does this pull request potentially affect one of the following parts:
   
   - Dependencies: No
   - The public API: No
   - The documentation: **Yes**
   - The build system: No
   - The runtime per-job behavior: No
   
   ## Documentation
   
   This adds a new SQL usage example under:
   `docs/dev/table/sql/examples/kafka-to-kafka.md`
   


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