What is line profiler and how do I use it?
Line Profiler is a tool for measuring the execution time of individual lines of code in Python functions. It helps identify bottlenecks.
How do I install line profiler?
You can install line profiler using pip. Just run pip install line_profiler
in your terminal.
Can you show me an example of how to use it?
Sure! First, decorate your function with @profile
, then run your script with kernprof -l -v your_script.py
.
What output should I expect from line profiler?
You will see a report showing the time spent on each line of the profiled function, helping you identify slow lines.
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