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from collections import defaultdict
from itertools import imap as map
from operator import itemgetter
RESULTS_FILE = 'results.csv'
results = defaultdict(list)
for line in open(RESULTS_FILE, 'rU'):
game, name, length, time = line[:-1].split(',')
length = int(length)
time = int(time)
results[name].append((length, time))
def average(items):
s = 0.0
l = 0
for item in items:
s += item
l += 1
return s / l
lengths = []
times = []
for name, series in results.items():
length_average = average(map(itemgetter(0), series))
lengths.append((length_average, name))
time_average = average(map(itemgetter(1), series))
times.append((time_average, name))
lengths.sort(reverse=True)
times.sort(reverse=True)
print 'Lengths'
print '======='
for length, name in lengths:
print name, length
print
print 'Times'
print '====='
for time, name in times:
print name, time
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