What are some common memory leak scenarios in Python?
An example of an AI chatbot conversation about common Python memory leak scenarios.
What are some common memory leak scenarios in Python?
Common memory leak scenarios in Python include circular references, large data structures, and unclosed file handles.
Can you explain how circular references cause memory leaks?
Sure! Circular references occur when two or more objects reference each other, preventing Python's garbage collector from reclaiming their memory.
How can I detect memory leaks in my Python application?
You can use tools like objgraph, memory_profiler, or tracemalloc to help detect memory leaks in your application.
What are some best practices to avoid memory leaks in Python?
Best practices include using weak references, avoiding global variables, and ensuring proper cleanup of resources.
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