How can i storage real time segmentation parts with python matplotlib.Animate time.sleep

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I´m working with raw datasets from gases inside of a transformator. i need to determine segmentation in real time, for that i am using time sleep, for simulate the real-time incoming data and matplotlib.Animate for see the flow of my dataset, for segmentation i solved with dynamic programation, the same for solve the segmented least squares problem, and works very good. The thing is that algorithm becomes very slow with larger datasets, so i want to know if there is a possibility for when detect the first segment, storage all the data before and then modify the original dataset for re-run again the same algorithm. I really apreciatte any help. thank you.

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