Performance analysis strategies¶
Profiling reveals performance issues and informs you about where your application spends most of its time. Once you have identified bottlenecks, you then focus your efforts on investigating those parts and improve them.
Quick profiling¶
For a quick profiling, you can use the perftools-lite tool, a simplified and
easy-to-use version of CrayPat that provides basic performance analysis
information automatically, with minimum user interaction.
Sampling¶
Sampling consists of taking regular snapshots of the application's call stack to create a statistical profile. This is a good option for low overhead profiling.
Tracing¶
Tracing is a profiling technique that captures specific program events, such as entering or exiting a function, every time they occur. This allows the collection of accurate profiling information about specific areas of the code.