[FEATURE] Support SparkSQL on Standalone cluster

[nqvuong1998]

Code of Conduct

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• I have searched in the issues and found no similar issues.

Describe the feature

Kyuubi currently provides an excellent interface for running Spark SQL on distributed Spark environments. However, it lacks official support for running SparkSQL on a standalone Spark cluster. This feature request proposes adding support for SparkSQL execution on Spark Standalone clusters, allowing users to deploy Kyuubi with more flexibility in Spark cluster configurations.

Motivation

No response

Describe the solution

No response

Additional context

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Are you willing to submit PR?

• Yes. I would be willing to submit a PR with guidance from the Kyuubi community to improve.
• No. I cannot submit a PR at this time.

[nqvuong1998]

cc @yaooqinn @pan3793

[yaooqinn]

Technically, Standalone clusters are supported. What was the issue you actually encountered?

[nqvuong1998]

Hi @yaooqinn , Apache Spark Kubernetes Operator supports deploying a Spark Standalone cluster on Kubernetes. However, I have come across an issue where Kyuubi has not yet implemented a Spark Standalone ApplicationOperation. Therefore, I created this feature request.

[yaooqinn]

AFAIK, ApplicationOperation is irrelevant to submit engines