What are the differences between line profiling and other profiling techniques?

What are the differences between line profiling and other profiling techniques?

Line profiling focuses on measuring the time each line of code takes to execute, while other techniques like function profiling measure the time spent in entire functions. Line profiling provides more granular insights.

Can you give me examples of other profiling techniques?

Sure! Other profiling techniques include function profiling, memory profiling, and CPU profiling. Each serves different purposes, like analyzing memory usage or CPU cycles.

When should I use line profiling over other techniques?

Use line profiling when you need detailed insights into specific lines of code, especially in performance-critical applications. It's great for pinpointing bottlenecks.

Are there any tools you recommend for line profiling?

Yes! Some popular tools for line profiling include Py-Spy for Python, line_profiler, and the built-in profiling tools in IDEs like Visual Studio.