What are the best practices for using the timeit module in Python?
An example of an AI chatbot conversation about best practices for using the timeit module in Python.
What are the best practices for using the timeit module in Python?
When using the timeit module, it's best to use a setup statement to import necessary functions and avoid repetitive code.
Can you give me an example of how to set it up?
Sure! You can use timeit.timeit('your_function()', setup='from your_module import your_function', number=1000).
How do I interpret the results from timeit?
The result is the total time taken to execute the statement a specified number of times. You can divide it by the number to get the average time.
Are there any common pitfalls to avoid?
Yes, avoid using timeit for very short functions, as the overhead can skew results. Also, ensure your code is not optimized away by the interpreter.
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