How can I debug memory issues in my Python application?
An example of an AI chatbot conversation about debugging memory issues in Python applications.
How can I debug memory issues in my Python application?
You can start by using tools like objgraph to visualize object references and memory_profiler to track memory usage.
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.
Can you show me an example of using memory_profiler?
Sure! You can use it by adding a decorator to your function: @profile and then run your script with python -m memory_profiler your_script.py.
Are there any built-in tools in Python for memory debugging?
Yes, you can use the gc module to interact with the garbage collector and identify uncollectable objects.
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