What are the best practices for using line profiler?
To effectively use line profiler, start by profiling small sections of your code to identify bottlenecks.
How do I interpret the results from line profiler?
Look for lines with high execution times and focus on optimizing those. The report shows time spent per line.
Can I use line profiler on multi-threaded applications?
Yes, but be aware that it may not capture all thread activity accurately. Profile each thread separately if possible.
Are there any alternatives to line profiler?
Yes, alternatives include cProfile, Py-Spy, and memory_profiler, each with its own strengths.
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