Memory Profiler vs Objgraph: Which is Better for Memory Analysis?

What are the main differences between Memory Profiler and Objgraph?

Memory Profiler focuses on line-by-line memory usage in Python scripts, while Objgraph helps visualize object references and track memory leaks.

Which one is easier to use for beginners?

Memory Profiler is generally considered easier for beginners due to its straightforward output and integration with standard Python tools.

Can you give an example of how to use Memory Profiler?

Sure! You can use it by adding a decorator @profile to your function and then running your script with python -m memory_profiler your_script.py.

What about Objgraph? How do I get started with it?

To get started with Objgraph, you can install it via pip and then use functions like objgraph.show_most_common_types() to visualize object types in memory.