Evaluate and improve the transformation performance of On Demand Feature View

Expected Behavior

The On Demand Feature View has implementations with using Python native object and Pandas object as the input/output.

We want to evaluate the performance in terms of time. Moreover, we want to understand the bottleneck of the performance in code running efficiency level.

Current Behavior

Steps to reproduce

Specifications

  • Version: 0.37.1
  • Platform: Linux/Ubuntu
  • Subsystem:

Possible Solution

use cProfile and existing unit test functions.