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# -*- coding:utf-8 -*-
#!/usr/bin/env python
from __future__ import print_function
from base import Lo
import os
import csv
import sys
los = Lo()
def get_rank_thing(filename, **kwargs):
model_count = {
'I': {}, 'P': {}, 'C': {}, 'M': {}, 'F': {},
'H': {}, 'S': {}, 'D': {}, 'F': {}
}
output_filename = kwargs.get('output', '%s-output.csv' % filename)
count = tot = lo_match = 0
with open(os.path.join(os.getcwd(), 'build', output_filename), 'wb') as o:
owriter = csv.writer(o, delimiter=',', quotechar='"',
quoting=csv.QUOTE_ALL)
with open(os.path.join(os.getcwd(), 'raw', filename)) as f:
reader = csv.reader(f)
reader.next()
for r in reader:
mn, cnt = r[0], r[9]
w = [r[10], r[11], r[12], r[13], r[14]]
q = (
('A', r[1]), ('B', r[2]), ('C', r[3]), ('D', r[4]),
('E', r[5]), ('F', r[6]), ('G', r[7]), ('H', r[8]),
)
result = los.get_mm_tuple(q)
tot += 1
lo_match += len(result)
if result:
# print(u'%s > %s' % (r[0], list(result)))
count += 1
owriter.writerow([mn, ','.join(list(result)), cnt] + w)
if cnt not in model_count[mn]:
model_count[mn][cnt] = set()
model_count[mn][cnt] = model_count[mn][cnt].union(result)
print(u'[%s]\n Count = %s | Total = %s | Lo_w_match = %s' % (
filename, count, tot, lo_match))
return model_count
def main(*argv):
fs = ('Case1_LS.csv', 'Case1_Gender.csv',
'Case1_Level.csv', 'Case1_SciF.csv')
result = ['IPC', 'MF', 'HS', 'FS']
for f in xrange(0, len(fs)):
mc = get_rank_thing(fs[f])
x = {}
for i in result[f]:
x[i] = mc[i]
# print('x: ', x)
mx = [set(j) for i, j in x.items()]
order = sorted(list(set.union(*mx)), reverse=True)
sum_file = '%s-result.csv' % fs[f]
with open(os.path.join(os.getcwd(), 'build', sum_file), 'wb') as o:
result_writer = csv.writer(o, delimiter=',', quotechar='"',
quoting=csv.QUOTE_ALL)
m = {}
for i in xrange(0, 3):
result_writer.writerow(['count', order[i]])
# print('count , ', order[i], ' / ', type(order[i]))
for j in x.keys():
try:
# print(j, ', ', s)
lo_result = mc[j][order[i]]
# print(order[i], ' == ', len(lo_result))
if i == 2 and len(mc[j]) > 3:
for _i in xrange(3, len(mc[j])):
lo_result = lo_result.union(mc[j][order[_i]])
# print(' ==EX== ', len(lo_result))
if j not in m:
m[j] = lo_result
else:
m[j] = m[j].union(lo_result)
result_writer.writerow([j, ','.join(list(lo_result))])
except KeyError:
print(' no key ', j, '[', order[i], ']')
result_writer.writerow(['All Result', ''])
for _m in m.keys():
result_writer.writerow([_m, ','.join(list(m[_m]))])
if __name__ == '__main__':
if len(sys.argv) > 1:
main(sys.argv[1:])
else:
main()