How can I debug memory issues in Python?
An example of an AI chatbot conversation about debugging memory issues in Python.
How can I debug memory issues in Python?
You can start by using tools like objgraph, memory_profiler, and tracemalloc to identify memory leaks.
What does memory_profiler do?
memory_profiler allows you to monitor memory usage line by line in your Python scripts, helping you pinpoint where memory is being consumed.
Can you give me an example of how to use tracemalloc?
Sure! You can use tracemalloc by adding import tracemalloc at the start of your script, then call tracemalloc.start() before the code you want to analyze.
What should I do if I find a memory leak?
If you find a memory leak, review your code for circular references, ensure proper object deletion, and consider using weak references.
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