How can I detect memory leaks in my Python application?
An example of an AI chatbot conversation about detecting memory leaks in Python applications.
How can I detect memory leaks in my Python application?
You can use tools like objgraph, memory_profiler, or tracemalloc to help identify memory leaks.
Can you explain how to use memory_profiler?
Sure! First, install it using pip. Then, you can use the @profile decorator to monitor memory usage of specific functions.
What should I look for in the output?
Look for functions that have a significant increase in memory usage over time, indicating potential leaks.
Are there any best practices to avoid memory leaks in Python?
Yes, always release resources, avoid circular references, and use weak references when necessary.
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