What are the best practices for managing memory usage in Python?

What are the best practices for managing memory usage in Python?

To manage memory usage in Python effectively, consider using generators instead of lists, as they yield items one at a time.

Can you explain how using generators helps with memory?

Generators are more memory-efficient because they produce items on-the-fly and do not store the entire list in memory.

What about using built-in data structures?

Using built-in data structures like tuples instead of lists can save memory, as tuples are immutable and have a smaller memory footprint.

Are there any tools to monitor memory usage in Python?

Yes, tools like memory_profiler and objgraph can help you analyze memory usage and identify memory leaks in your Python applications.