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m_make_valuelist.py
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m_make_valuelist.py
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#! python
import argparse
import json
def make_value_list(value_list, a_obj, mix_flag):
for obj in a_obj:
for attr in value_list:
if (obj['mr'][attr] != '') and ((obj['mr'][attr] in value_list[attr]) is False):
value_list[attr].append(obj['mr'][attr])
if mix_flag is True:
value_list['name'] = list(set(value_list['name'] + value_list['near']))
value_list['near'] = list(set(value_list['name'] + value_list['near']))
for attr in value_list:
value_list[attr] = sorted(value_list[attr])
return value_list
## main function
if __name__ == '__main__':
parser = argparse.ArgumentParser()
parser.add_argument('-itrain', help='input training data (json)')
parser.add_argument('-ivalid', help='input validation data (json)')
parser.add_argument('-itest', help='input test data (json)')
parser.add_argument('-o', help='output value list (json)')
parser.add_argument('-mix', help='mix name and near', action='store_true')
args = parser.parse_args()
print('** make_valuelist: E2E MR_value list **')
print(' input (train) : '+str(args.itrain))
print(' input (valid) : '+str(args.ivalid))
print(' input (test) : '+str(args.itest))
print(' output : '+str(args.o))
print(' mix : '+str(args.mix))
value_list = {
'name': [],
'eatType': [],
'food': [],
'priceRange': [],
'customer rating': [],
'area': [],
'familyFriendly': [],
'near': []
}
with open(args.itrain, 'r', encoding='utf-8') as fi:
a_obj_train = json.load(fi)
with open(args.ivalid, 'r', encoding='utf-8') as fi:
a_obj_valid = json.load(fi)
with open(args.itest, 'r', encoding='utf-8') as fi:
a_obj_test = json.load(fi)
value_list = make_value_list(value_list, a_obj_train, args.mix)
value_list = make_value_list(value_list, a_obj_valid, args.mix)
value_list = make_value_list(value_list, a_obj_test, args.mix)
with open(args.o, 'w', encoding='utf-8') as fo:
json.dump(value_list, fo, ensure_ascii=False, indent=4, sort_keys=False)
print('** done **')