Line-by-line profiler

line_profiler is a module for doing line-by-line profiling of functions, providing detailed timing statistics for each line within selected functions. kernprof is a companion script that conveniently runs line_profiler or Python's standard library profilers. It is currently at version 5.0.2 and actively maintained, with a release cadence that includes regular bug fixes and feature enhancements.