How do Memory Profiler and Line Profiler differ?

What are the main differences between Memory Profiler and Line Profiler?

Memory Profiler focuses on memory usage, while Line Profiler measures the time each line of code takes to execute.

Can you give examples of when to use each profiler?

Use Memory Profiler when you're concerned about memory leaks or usage, and Line Profiler when optimizing execution time.

Are there any performance impacts when using these profilers?

Yes, both profilers can introduce overhead. Memory Profiler may slow down memory allocation, while Line Profiler can affect execution speed.

Which one is easier to integrate into a project?

Memory Profiler is generally easier to set up with simple decorators, while Line Profiler requires a bit more configuration.