Only create one native plan for a query on an executor

### What is the problem the feature request solves?

Currently we create a native plan per task for a query. Even those tasks are on same executor, they still have separate native plans. For the approach, one problem is the additional cost for deserializing the same query plan multiple times and extra memory storing duplicate native plans.

### Describe the potential solution

_No response_

### Additional context

_No response_