Introduction To profilers
Explore how to use Python's built-in profiling tools, including cProfile, to measure and analyze the performance of your code. Understand key profiling metrics such as function calls, total time, and cumulative time to optimize your Python programs.
We'll cover the following...
We'll cover the following...
Python comes with its own code profilers built-in. There is the
profile module and the cProfile module. The profile module is pure Python, but it will add a lot of overhead to anything we profile, so it’s usually recommended that we go with cProfile, which has a similar interface but is much faster.