What are memory leaks in Python and how can I prevent them?
An example of an AI chatbot conversation about memory leaks in Python and their prevention.
What are memory leaks in Python and how can I prevent them?
Memory leaks in Python occur when objects are no longer needed but are not released from memory. This can lead to increased memory usage over time.
What causes memory leaks in Python?
Common causes include circular references, holding references to objects longer than necessary, and using global variables.
How can I detect memory leaks in my Python application?
You can use tools like objgraph, tracemalloc, or memory profilers to identify memory leaks in your application.
Can you give me an example of fixing a memory leak?
Sure! If you have a circular reference, you can use weak references from the weakref module to break the cycle.
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