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import pandas as pd
import numpy as np
import SignalDecomposition as SigDec
import TS_datasets as tsds
import cProfile

%matplotlib inline


    

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def run_once():
    b1 = tsds.load_ozone()
    df = b1.df_train
    lDecomp = SigDec.cSignalDecomposition()
    #lDecomp.mOptions.enable_slow_mode()
    lDecomp.mParallelMode = False
    lDecomp.train(df , 'Time' , 'Ozone', 12)
    pass


    

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%timeit run_once()


    

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cProfile.run('run_once()', 'profile_stats.txt')


    

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import pstats
p = pstats.Stats('profile_stats.txt')
p.sort_stats('tottime').print_stats(1000)


    

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%timeit?


    

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def compute_random_perf():