How can I optimize memory usage in my Python application?
An example of an AI chatbot conversation about memory profiling tips for Python applications.
How can I optimize memory usage in my Python application?
You can use memory profiling tools like memory_profiler and objgraph to identify memory usage patterns.
What are some common memory leaks in Python?
Common memory leaks in Python include circular references, large data structures that aren't released, and global variables.
How do I use memory_profiler in my project?
To use memory_profiler, install it via pip, then decorate your functions with @profile to track memory usage.
Can you give me an example of using objgraph?
Sure! You can use objgraph.show_most_common_types() to see the most common object types in memory.
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