import pandas as pd
import numpy as np

notes = np.zeros((4,4))
path = 'Q:/cross_data/2021-06-25-04-34-43/2021-06-25-04-34-43-PARAMETERS.csv'
path3= path[:-14] +'RECORDS3.csv'
parameters = pd.read_csv(path)
outputs = pd.read_csv(path3)
who_is_the_best = np.zeros(1024)
N = len(parameters)
l36w16 = 0
l36w18 = 0
l36w20 = 0
l36w22 = 0
l40w16 = 0
l40w18 = 0
l40w20 = 0
l40w22 = 0
l44w16 = 0
l44w18 = 0
l44w20 = 0
l44w22 = 0
l48w16 = 0
l48w18 = 0
l48w20 = 0
l48w22 = 0
notes = np.zeros(16)

for i in range(4):
    note = np.zeros(16)
    for m in range(16):
        ind = i*1024+m*64
        if ind % 4 == 2 or ind % 4 == 3:
            continue
        else:
            print(ind)
            note[m] = np.abs(outputs.Ymin[ind] - outputs.Ymax[ind]) + 0.01*outputs.time[ind]
            K = np.argsort(note)
            print(K)
            for j in range(16):
                notes[K[j]] += 15-j
                # if j == 15 :
                #     notes[K[j]] += 20
                # notes[K[j]] += j
print(notes)