#!/usr/bin/env python3
# KMeansMapper.py
import sys
from KMeansMapper import centerList, distanceOfTwoProperty
if __name__ == "__main__":
for line in sys.stdin:
val = [float(i) for i in line.strip().split(",")[1:24*7+1]]
dists = [distanceOfTwoProperty(val, center) for center in centerList]
center_id, distance = min(enumerate(dists), key=lambda x:x[1])
print("%s,%s" % (line.strip().split(",")[0], center_id))
import random
from KMeansMapper import distanceOfTwoProperty
try:
from foundCenters import centerList
except ImportError:
centerList = []
def parse(line):
return [float(i) for i in line.strip().split(",")[1:24*7+1]]
if __name__ == "__main__":
if not centerList:
print("centerList = " + str([parse(next(sys.stdin))]))
sys.exit()
distances = []
max_distance = 0
fCenter = None
for line in sys.stdin:
line = parse(line)
if line in centerList:
continue
dists = [distanceOfTwoProperty(line, center) for center in centerList]
center_id, distance = min(enumerate(dists), key=lambda x:x[1])
if distance > max_distance:
max_distance = distance
fCenter = line
centerList.append(fCenter)
print("centerList = " + str(centerList))
