What are some advanced techniques for profiling Python code?
An example of an AI chatbot conversation about advanced Python profiling techniques.
What are some advanced techniques for profiling Python code?
Advanced profiling techniques include using cProfile, line_profiler, memory_profiler, and Py-Spy.
Can you explain how to use cProfile?
Sure! cProfile is a built-in module that provides a way to measure where time is being spent in your code.
How do I visualize the profiling results?
You can use tools like SnakeViz or Py-Spy to visualize the output from cProfile for better insights.
What about memory profiling? How does that work?
Memory profiling can be done using memory_profiler, which helps track memory usage line by line.
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