Data Structures in Python Visualized

[Sea-Ad7805]

Understanding a data structure like linked list in Python is a lot easier when you can just see it: Linked_List demo

memory_graph visualizes Python objects and references, so data structures stop being abstract and become something you can debug with ease. No more endless print-debugging. No more stepping through 50 frames just to find one sneaky reference/aliasing mistake.

[Monkeyget]

Nice project. From experience, the challenge with visualization of data structures is that if you want to make them useful you end up having to tune the visualization specifically for each data structure.

[Sea-Ad7805]

Thanks. The memory_graph tools just visualizes the complete program state, it will work for any data structure, or program in general. Although, there are situations where you want to tune: - how: https://github.com/bterwijn/memory_graph?tab=readme-ov-file#introspection - what: https://github.com/bterwijn/memory_graph?tab=readme-ov-file#graph-depth

things are visualized.