A lightweight and fast python program for detecting and reporting memory leaks in functions and classes.
Memorable is a Python decorator that helps you identify memory leaks within specific functions or classes. It utilizes Python's built-in tracemalloc module to capture memory snapshots before and after the execution of the decorated code. It then compares these snapshots to detect memory allocations that have not been released.
- just import Memorable from the core as:
from memorable.core import Memorable- use
Memorable()as a decorator for any function or class you'd want to detect memory leaks for
@Memorable()
def my_function():
# Code that may potentially cause memory leaks-
Run your Python script. When the decorated function or class is executed, Memorable will capture memory allocation data and report any memory leaks detected.
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The detected memory leaks will be printed to the console with information about the file, line number, and the increase in memory size. For example:
Memory Leaks Detected:
File: example.py
Line: 42
Memory Increase: 0.45 KiB
File: example.py
Line: 58
Memory Increase: 0.09 KiB[ ] Implement more advanced memory leak detection algorithms.