30. Line Profiler Usage

line_profiler measures execution time line by line in functions.

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Example

pip install line-profiler

@profile
def work():
    total = 0
    for i in range(10**6):
        total += i
    return total

Run with:

kernprof -l -v script.py

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Wrap-Up

Line profiling helps pinpoint slow lines within functions.