Tools

Table of Contents memory_profiler PySpy DISassembling Final Recommendations memory_profiler Similar to line_profiler, memory_profiler provides detailed memory usage measurements, with the aim of efficiently reducing memory consumption and optimizing memory usage to improve application performance.. ⚠️ Before starting using this tool, it is important to mention the impact on the execution...

Table of Contents cProfile SnakeViz, for cProfile insights Line-by-line Profiling About @profile decorator Other useful tools gprof2dot Pyinstrument Conclusion Appendix Install with pip or conda cProfile The Python standard library includes the profile tool by default; however, it additionally includes cProfile, which is an optimization of profile written in C....

Table of Contents Introduction Time Profiling Tools functools.wraps timeit module time / gtime Conclusion Introduction Many times, the code we write requires optimizations, and profiling helps us find the problematic sections of code, investing the least amount of work on fixing the issue, while aiming for the goal of gaining...