def gen_match_objs(task_id, match_type, source_vectors, target_vectors):
matches = match_type.match(source_vectors, target_vectors)
for source, source_instance, target, target_instance, score in matches:
mat = Match(task_id=task_id,
from_vector_id=source,
to_vector_id=target,
from_instance_id=source_instance,
to_instance_id=target_instance,
score=score,
type=match_type.match_type)
yield mat
def gen_match_objs(task_id, step, source_vectors, target_vectors):
matches = step.gen_matches(source_vectors, target_vectors)
for source_instance, target_instance, score in matches:
if score < 50:
continue
mat = Match(task_id=task_id,
from_instance_id=source_instance,
to_instance_id=target_instance,
score=score,
type=step.get_match_type())
yield mat
def gen_match_objs(task_id, step, source_vectors, target_vectors, local_ids,
remote_ids):
matches = step.gen_matches(source_vectors, target_vectors)
for source_instance, target_instance, score in matches:
if not np.isfinite(score):
print("Infinite score detected: {} in step {} between {} and {}"
"".format(score, step, source_instance, target_instance))
continue
if score < 50:
continue
mat = Match(task_id=task_id,
from_instance_id=source_instance,
to_instance_id=target_instance,
score=score,
type=step.get_match_type())
local_ids.add(source_instance)
remote_ids.add(target_instance)
yield mat