def init_mapping(representation):
### load the mapping
mapping = {}
shared_mapping_obj = Mapping.get_mapping_instance(
FLAGS.shared_mapping_class)
for lang in representation.keys():
if representation[lang] in ['phonetic', 'onehot_and_phonetic']:
mapping[lang] = shared_mapping_obj
elif representation[lang] == 'onehot_shared':
mapping[lang] = shared_mapping_obj
elif representation[lang] == 'onehot':
mapping[lang] = Mapping.CharacterMapping()
with open(FLAGS.mapping_dir + '/' + 'mapping_' + lang + '.json',
'r') as mapping_file:
mapping[lang].load_mapping(mapping_file)
## Print Representation and Mappings
print 'Mapping'
print mapping
print 'Vocabulary Statitics'
for lang in representation.keys():
print '{}: {}'.format(lang, mapping[lang].get_vocab_size())
return mapping
## Print Representation and Mappings
print 'Representation'
print representation
### load the mapping
mapping={}
shared_mapping_obj = Mapping.get_mapping_instance(shared_mapping_class)
for lang in representation.keys():
if representation[lang] in ['phonetic','onehot_and_phonetic']:
mapping[lang]=shared_mapping_obj
elif representation[lang]=='onehot_shared':
mapping[lang]=shared_mapping_obj
elif representation[lang]=='onehot':
mapping[lang]=Mapping.CharacterMapping()
with open(mapping_dir+'/'+'mapping_'+lang+'.json','r') as mapping_file:
mapping[lang].load_mapping(mapping_file)
## Print Representation and Mappings
print 'Mapping'
print mapping
print 'Vocabulary Statitics'
for lang in representation.keys():
print '{}: {}'.format(lang,mapping[lang].get_vocab_size())
print 'Mapping Again'
print mapping
