ulysses-you opened a new issue, #5383:
URL: https://github.com/apache/kyuubi/issues/5383

   ### Code of Conduct
   
   - [X] I agree to follow this project's [Code of 
Conduct](https://www.apache.org/foundation/policies/conduct)
   
   
   ### Search before creating
   
   - [X] I have searched in the [task 
list](https://github.com/orgs/apache/projects/296) and found no similar tasks.
   
   
   ### Mentor
   
   - [X] I have sufficient knowledge and experience of this task, and I 
volunteer to be the mentor of this task to guide contributors to complete the 
task.
   
   
   ### Skill requirements
   
   - Knowledge about Spark Connect
   - Knowledge about Kyuubi architecture
   - Knowledge about protobuf
   - Knowledge about grpc
   - Knowledge about thrift
   
   
   ### Background and Goals
   
   Make Kyuubi server compatible with Spark Connect protocol, so that people 
can use Spark Connect client to connect to Kyuubi Server.
   
   
   ### Implementation steps
   
   1. Add a new Spark Connect frontend
   1.1 Add basic gRpc server as frontend
   1.2 Compatible with Spark Connect protocol, see 
https://github.com/apache/spark/blob/master/connector/connect/common/src/main/protobuf/spark/connect/base.proto
   1.3 Support ExecutePlan
   1.4 Support AnalyzePlan
   1.5 Support Config
   1.6 Support AddArtifacts
   1.7 Support ArtifactsStatus
   1.8 Support Interrupt
   1.9 Support ReattachExecute
   1.10 Support ReleaseExecute
   1.11 Serialize the protobuf based request to thrift
   1.12 Deserialize thrift response to protobuf based
   
   2. Add a new Spark Connect backend
   2.1 Imprort Sprak-Connect-Server and rewrite SparkConnectService using 
Thrift 
https://github.com/apache/spark/blob/master/connector/connect/server/src/main/scala/org/apache/spark/sql/connect/service/SparkConnectServer.scala
   2.2 Compatible with response from backend to frontend to make 1.4 work
   
   3. Add IT
   4. Add docs
   
   
   ### Additional context
   
   _No response_


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