What are the differences between tracemalloc and garbage collection in Python?

What are the differences between tracemalloc and garbage collection in Python?

Tracemalloc is a built-in module for tracing memory allocations, while garbage collection (GC) is responsible for automatic memory management.

How does tracemalloc help in debugging memory issues?

Tracemalloc allows you to track memory usage over time, identify memory leaks, and see where memory is being allocated.

Can I use tracemalloc and garbage collection together?

Yes, you can use them together. Tracemalloc can help you analyze memory usage while GC manages memory automatically.

Are there any performance impacts when using tracemalloc?

Yes, enabling tracemalloc can introduce some overhead, but it provides valuable insights for optimizing memory usage.

What are some best practices for using garbage collection in Python?

Some best practices include minimizing circular references, using weak references, and manually triggering GC when necessary.