lineprofiler
Lineprofiler is a Python package that provides a line-by-line profiling of code execution time. It allows developers to identify performance bottlenecks within their Python scripts by measuring the time spent on each individual line of code. This is particularly useful for optimizing functions that appear to be slow but whose exact cause isn't immediately obvious.
The primary tool provided by lineprofiler is the kernprof script and the line_profiler decorator. The kernprof
After execution, the results can be viewed using the `kernprof -l -v your_script.py` command. The output displays
Lineprofiler is a valuable tool for Python developers focused on performance optimization. It offers a more