import pandas as pd
import numpy as np

notes = np.zeros(4)
path = 'Q:/cross_data/2021-06-25-04-34-43/2021-06-25-04-34-43-PARAMETERS.csv'
path3= path[:-14] +'RECORDS3.csv'

outputs = pd.read_csv(path3)
who_is_the_best = np.zeros(1024)
for i in range(1024):
    if i % 4==0 or i % 4==1:
        note = np.zeros(4)
        for k in range(4):
            note[k] = np.abs(outputs.Ymin[i+k*1024] - outputs.Ymax[i+k*1024]) + 0*outputs.time[i+k*1024]
        notes[np.argmin(note)] += 1
        who_is_the_best[i] = np.argmax(note)

print(who_is_the_best)
print(notes)
A = []
for i in range(len(who_is_the_best)):
    if who_is_the_best[i] == 0:
        A.append(i)

print(A)