zhztheplayer opened a new issue, #7313:
URL: https://github.com/apache/incubator-gluten/issues/7313

   ### Description
   
   In Gluten's query processing framework, we have applied the following data 
transitions that are actually implicit to users:
   
   1. `Spark-Arrow` to `Native-Arrow` through Java API 
`ColumnarBatches#ensureOffloaded`
   2. `Native-Arrow` / `Native-Velox` to `Spark-Arrow` through Java API 
`ColumnarBatches#ensureLoaded`
   3. `Native-Arrow` to `Native-Velox` though C++ API `VeloxColumnarBatch::from`
   
   These implicit transitions are developer-friendly but make performance 
tunning hard. As we have adopted [transition 
API](https://github.com/apache/incubator-gluten/issues/5764) in Gluten's query 
planner, now it becomes possible to pull up the work of adding these 
transitions to query planning phase.


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