def main():
data2check = np.matrix(getInput.getinput())
list_of_files = [file for file in os.listdir("./users/") if file.lower().endswith(".pickle")]
user = []
userData = []
userDiff = [list([]) for _ in xrange(len(list_of_files))]
for file in list_of_files:
username = file[:-7]
user.append(username)
data = pickle.load(open('./users/' + file,'r'))
userData.append(np.matrix(data))
for userI in range(len(user)):
for test in userData[userI]:
#print user[userI]
#print np.sum(np.power(abs(test-data2check),2))
#print test
userDiff[userI].append(np.sum(np.power(abs(test-data2check),2)))
userDiffSum = []
for userI in range(len(user)):
userDiffSum.append(np.sum(userDiff[userI]))
userDiffSumNorm = userDiffSum/min(userDiffSum)
import heapq
top3 = heapq.nsmallest(3,userDiffSumNorm)
for i in range(3):
pos = list(userDiffSumNorm).index(top3[i])
print user[pos] + '\t' + str(1/userDiffSumNorm[pos])
print "__________________\nhey, i know who you are! you're " + user[np.argmin(userDiffSum)] + " ;)"
# learns how you type
import pickle
import numpy as np
import getInput
username = raw_input("your name:\t")
data = []
for i in range(3):
data.append(getInput.getinput())
pickleName = './users/' + username + '.pickle'
pickle.dump(data,file(pickleName,'w'))