{"library":"memory-profiler","title":"Memory Profiler","description":"memory-profiler is a Python module designed for monitoring the memory consumption of a Python process, including detailed line-by-line analysis of memory usage within Python programs. It is built purely in Python and depends on the `psutil` module. The current version is 0.61.0. As of the latest information, the package is no longer actively maintained by its original developers.","language":"python","status":"maintenance","last_verified":"Wed May 13","install":{"commands":["pip install -U memory-profiler"],"cli":{"name":"mprof","version":"Usage: mprof <command> <options> <arguments>"}},"imports":["from memory_profiler import profile","from memory_profiler import memory_usage"],"auth":{"required":false,"env_vars":[]},"quickstart":{"code":"import time\nfrom memory_profiler import profile\n\n# Save this as 'my_script.py'\n\n@profile\ndef create_large_lists():\n    a = [0] * (10 ** 6)  # Allocates ~8MB\n    time.sleep(0.1)\n    b = [1] * (2 * 10 ** 7) # Allocates ~160MB\n    time.sleep(0.1)\n    c = [2] * (5 * 10 ** 6)  # Allocates ~40MB\n    del b # Frees ~160MB\n    return a, c\n\nif __name__ == '__main__':\n    print(\"Starting memory intensive task...\")\n    lists = create_large_lists()\n    print(\"Task completed.\")\n    # The profiling output will be printed to stdout when run via python -m memory_profiler","lang":"python","description":"To perform a line-by-line memory usage analysis, decorate the function you want to profile with `@profile`. Then, run your script using the `python -m memory_profiler` command. The output will be printed to standard output, showing memory usage and increments for each line within the decorated 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