How can I troubleshoot memory issues in my Python application?
An example of an AI chatbot conversation about troubleshooting memory issues in Python applications.
How can I troubleshoot memory issues in my Python application?
You can start by using memory profiling tools like memory_profiler or objgraph to identify memory leaks.
What are some common causes of memory leaks in Python?
Common causes include circular references, large data structures that aren't released, and global variables.
How can I use memory_profiler to analyze my code?
You can use the @profile decorator to mark functions you want to analyze, then run your script with the command 'python -m memory_profiler your_script.py'.
Are there any best practices to avoid memory issues in Python?
Yes, some best practices include using weak references, managing object lifetimes, and avoiding unnecessary global variables.
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