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Profile Memory Usage with tracemalloc Snapshot Diff in Python

Use tracemalloc to take two memory snapshots, compute a diff, and print the top changes (size and count) by line number.

tracemalloc memory-profile performance

Python

import tracemalloc

def profile_memory():
    tracemalloc.start()
    
    # Allocate some objects to track
    data = [i * 2 for i in range(10000)]
    text = "x" * 5000
    nested = {"key": [1, 2, 3], "value": (4, 5)}
    
    # Take first snapshot
    snapshot1 = tracemalloc.take_snapshot()
    
    # Free some mem…

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