CODEWITHSUNDEEP
pythonmemorycpu-usage
Shiva Krishna Bavandla
Shiva Krishna Bavandla

Reputation: 26678

How to find CPU utilization and memory usage after running a python script

I am working in python, I had a python script that reads the data from text file and saves in to database.

I got some requirement like to find below 3 points

1. Total execution time taken by the script for running
2. CPU utilization (For process performing by the python script)
3. Memory usage (For process performing by the python script)

For the first point i.e., i am finding the total execution time taken by the script to process(read the text file and saving in to database) as below

python -m cProfile script_that_runs_process.py

But i am unable to understand how to find the another two points ? I googled and found some python module psutil , but i am confused and really don't know on how to implement the another two points with this....

Can anyone please let me know on how to find CPU Memory utilization, Memory Usage when a python script is runned(That performs certain task) ?

Upvotes: 2

Views: 3200

Answers (1)

inspectorG4dget
inspectorG4dget

Reputation: 113985

Take a look at RunSnakeRun (homepage) for CPU profiling and meliae for memory profiling.

I've used RunSnakeRun before and am very happy with how it performs. It even processes the cProfile dump into a visual for you so you can easily see where your code is spending most of its time.

Meliae does the same thing for memory.

As for CPU usage, you might want to just hit top in the commandline (assuming a linux distro) and track your process to see how much of the CPU it's hogging

Hope this helps

Upvotes: 2

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