Helpful tools for code profiling in Python ★ Posted on April 16, 2020
Code profiling is one of the most important parts of the code optimisation process. Generally speaking, it is the program analysis where we are mainly interested in memory usage and time complexity of the program (or each of its parts). We can also be interested in how often we use some function (or how often we call it, what is the latency). There are a lot of principles and tools to perform these tasks. This article is mainly focused on stack tracing, line-by-line code analysis tools, and function call graphs.