What is tracemalloc and how can I use it in my Python projects?
Tracemalloc is a built-in Python library for tracking memory allocations. You can use it to identify memory leaks and optimize memory usage.
How do I start using tracemalloc in my code?
To start using tracemalloc, you need to import it and call tracemalloc.start()
. This will begin tracking memory allocations.
Can you show me an example of how to use it?
Sure! Here's a simple example:
import tracemalloc
tracemalloc.start()
# Your code here
snapshot = tracemalloc.take_snapshot()
for stat in snapshot.statistics('lineno'):
print(stat)
What kind of information can I get from the tracemalloc snapshot?
You can get detailed statistics about memory usage, including the lines of code that allocated the most memory, helping you identify potential issues.
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