What are some tools for memory management in Python?
An example of an AI chatbot conversation about Python memory management tools.
What are some tools for memory management in Python?
Python has several tools for memory management, including built-in functions like gc for garbage collection and modules like objgraph for visualizing object references.
Can you explain how the garbage collector works in Python?
Sure! Python's garbage collector automatically manages memory by tracking object references and freeing memory when objects are no longer in use.
What is the difference between shallow copy and deep copy?
A shallow copy creates a new object but inserts references into it to the objects found in the original. A deep copy creates a new object and recursively adds copies of nested objects.
Are there any third-party libraries for memory profiling?
Yes, libraries like memory_profiler and objgraph can help you analyze memory usage and identify memory leaks in your Python applications.
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