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 fix a memory leak caused by circular references?
You can use weak references from the weakref module to break circular references and allow garbage collection.
Are there any tools to visualize memory usage in Python?
Yes, tools like Guppy and Py-Spy can help visualize memory usage and identify bottlenecks.
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