What are the best line profiling tools for Python?
An example of an AI chatbot conversation about comparing line profiling tools for Python.
What are the best line profiling tools for Python?
Some popular line profiling tools for Python include line_profiler, Py-Spy, and cProfile. Each has its own strengths.
Can you explain how line_profiler works?
Line_profiler allows you to measure the time each line of your code takes to execute, helping identify bottlenecks.
How does Py-Spy differ from line_profiler?
Py-Spy is a sampling profiler, which means it collects data at intervals, while line_profiler provides detailed line-by-line timing.
Which one is better for large applications?
For large applications, Py-Spy might be better due to its low overhead and ability to profile without modifying the code.
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