Using Memray to Troubleshoot Memory Leaks and Locate Bottlenecks In Your Python Application
Sidharth Suvarna (~siddarth99) |
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Description:
Finding the precise cause of memory leaks in large systems can be as difficult as finding a needle in a haystack. In order to profile the memory allocations in your application, This is where Memray comes into play. Memray is an open-source memory profiling tool for Python, it tracks and reports memory allocations, regardless of their size. This provides information on memory allocation and code optimization, allowing you to see exactly where your memory is being used. Memray offers considerably more functionality than merely displaying memory leaks and gives you insights into your application's memory allocation, even those made by C/C++/Rust libraries.
Prerequisites:
Basic Python
Video URL:
https://youtu.be/tKcjf30ncE4
Speaker Info:
I am a tech and Python enthusiast working as a Software Developer at UniCourt, focusing mainly on building Search algorithms and data processing applications.
Speaker Links:
https://www.linkedin.com/in/sidharth-suvarna/