How can I prevent memory leaks in Python?
An example of an AI chatbot conversation about preventing memory leaks in Python.
How can I prevent memory leaks in Python?
To prevent memory leaks in Python, you can use techniques like proper reference management, using weak references, and profiling your code.
What are weak references and how do they help?
Weak references allow the Python garbage collector to reclaim an object even if it is still referenced, helping to prevent memory leaks.
Can you recommend any tools for profiling memory usage?
Sure! Tools like memory_profiler, objgraph, and guppy are great for profiling memory usage in Python applications.
What are some common causes of memory leaks in Python?
Common causes include circular references, global variables, and not properly closing resources like files or network connections.
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