[FEATURE] Create a basic benchmark class for kyuubi

### Code of Conduct

- [X] I agree to follow this project's [Code of Conduct](https://www.apache.org/foundation/policies/conduct)

### Search before asking

- [X] I have searched in the [issues](https://github.com/apache/incubator-kyuubi/issues?q=is%3Aissue) and found no similar issues.

### Describe the feature

We need to create a basic benchmark class for kyuubi, like `org.apache.spark.benchmark.Benchmark`.

### Motivation

_No response_

### Describe the solution

_No response_

### Additional context

_No response_

### Are you willing to submit PR?

- [ ] Yes I am willing to submit a PR!

The issue does not name any files, tests, or entry points. Start by locating Kyuubi's existing benchmark or performance-related code and compare it with org.apache.spark.benchmark.Benchmark. Done means a basic reusable benchmark class exists with its intended usage and coverage established.

Written by the indexing model from the issue text.