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How can I use tracemalloc to track memory usage in Python?

An example of an AI chatbot conversation about using tracemalloc for memory tracking in Python.

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You

How can I use tracemalloc to track memory usage in Python?

MagicBuddy
MagicBuddy

You can use the tracemalloc module to trace memory allocations in your Python code. Start by importing it and calling tracemalloc.start().

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You

What functions can I use to get memory statistics?

MagicBuddy
MagicBuddy

You can use tracemalloc.get_traced_memory() to get the current size of all allocated memory blocks and tracemalloc.get_stats() to retrieve statistics about memory allocations.

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You

Can I filter the memory statistics by file or line number?

MagicBuddy
MagicBuddy

Yes, you can filter memory statistics by using the filter_traces() method to focus on specific files or line numbers.

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You

How do I stop tracing memory allocations?

MagicBuddy
MagicBuddy

You can stop tracing memory allocations by calling tracemalloc.stop(). This will stop the collection of memory allocation data.

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