How can I debug memory leaks in Python?
An example of an AI chatbot conversation about debugging memory leaks in Python.
How can I debug memory leaks in Python?
Debugging memory leaks in Python can be done using tools like objgraph, tracemalloc, and gc. Would you like to know how to use any of these?
Yes, tell me about tracemalloc.
tracemalloc is a built-in module that helps track memory allocations. You can start it with tracemalloc.start() and then use tracemalloc.get_traced_memory() to see memory usage.
How do I identify where the leaks are coming from?
You can use tracemalloc.take_snapshot() to take a snapshot of memory allocations and then compare snapshots to find leaks.
Are there any other tools I should consider?
Yes, objgraph is great for visualizing object references, and memory_profiler can help you analyze memory usage line by line.
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