def parse_QA(data, image_map):
"""
Helper to parse a list of question answers.
"""
qas = []
for info in data:
qos = []
aos = []
if 'question_objects' in info:
for qo in info['question_objects']:
synset = Synset(qo['synset_name'], qo['synset_definition'])
qos.append(
QAObject(qo['entity_idx_start'], qo['entity_idx_end'],
qo['entity_name'], synset))
pass
if 'answer_objects' in info:
for ao in info['answer_objects']:
synset = Synset(ao['synset_name'], ao['synset_definition'])
aos.append(
QAObject(ao['entity_idx_start'], ao['entity_idx_end'],
ao['entity_name'], synset))
pass
qas.append(
QA(info['id'], image_map[info['image']], info['question'],
info['answer'], qos, aos))
pass
return qas
def ParseQA(data, image_map):
qas = []
for d in data:
qos = []
aos = []
if 'question_objects' in d:
for qo in d['question_objects']:
synset = Synset(qo['synset_name'], qo['synset_definition'])
qos.append(QAObject(qo['entity_idx_start'], qo['entity_idx_end'], qo['entity_name'], synset))
if 'answer_objects' in d:
for ao in d['answer_objects']:
synset = Synset(o['synset_name'], ao['synset_definition'])
aos.append(QAObject(ao['entity_idx_start'], ao['entity_idx_end'], ao['entity_name'], synset))
qas.append(QA(d['id'], image_map[d['image']], d['question'], d['answer'], qos, aos))
return qas