def getAnnotation(annotations_type, annotations_id, dataset_id, instance_id):
annotations_type = AnnotationsTypes[annotations_type]
annotation = annotations_db_tools.get_annotation(session, annotations_type,
annotations_id,
dataset_id, instance_id)
if annotation is None:
return jsonify({})
else:
return jsonify({'label': annotation[0], 'family': annotation[1]})
def check_new_annotations_with_db(self, exp):
for instance_id in self.instances.annotations.get_unlabeled_ids():
annotations_conf = exp.exp_conf.annotations_conf
annotations_type = annotations_conf.annotations_type
annotations_id = annotations_conf.annotations_id
dataset_id = exp.exp_conf.dataset_conf.dataset_id
annotation = annotations_db_tools.get_annotation(
exp.session, annotations_type, annotations_id, dataset_id,
instance_id)
if annotation is not None:
DB_label, DB_family = annotation
self.update(instance_id, DB_label, DB_family)
def get_manual_annotation(self, iteration):
annotations_conf = iteration.exp.exp_conf.annotations_conf
annotations_type = annotations_conf.annotations_type
annotations_id = annotations_conf.annotations_id
dataset_id = iteration.exp.exp_conf.dataset_conf.dataset_id
annotation = annotations_db_tools.get_annotation(
iteration.exp.session, annotations_type, annotations_id,
dataset_id, self.instance_id)
if annotation is None:
iteration.conf.logger.info('Instance %s has not been annotated.' %
(str(self.instance_id)))
else:
label, family = annotation
self.update_datasets(iteration, label, family)
def check_annotations_with_db(self, exp):
for instance_id in self.instances.annotations.get_annotated_ids():
label = self.instances.annotations.get_label(instance_id)
family = self.instances.annotations.get_family(instance_id)
annotations_conf = exp.exp_conf.annotations_conf
annotations_type = annotations_conf.annotations_type
annotations_id = annotations_conf.annotations_id
dataset_id = exp.exp_conf.dataset_conf.dataset_id
annotation = annotations_db_tools.get_annotation(
exp.session, annotations_type, annotations_id, dataset_id,
instance_id)
if annotation is None:
# The instance is not annotated anymore
self.update(instance_id, None, None)
else:
DB_label, DB_family = annotation
if DB_label != label or DB_family != family:
self.update(instance_id, DB_label, DB_family)