def make_transforms(opts, transforms_cls, fields):
"""Build transforms in `transforms_cls` with vocab of `fields`."""
vocabs = get_vocabs(fields) if fields is not None else None
transforms = {}
for name, transform_cls in transforms_cls.items():
transform_obj = transform_cls(opts)
transform_obj.warm_up(vocabs)
transforms[name] = transform_obj
return transforms
def make_transforms(opts, transforms_cls, fields):
"""Build transforms in `transforms_cls` with vocab of `fields`."""
vocabs = get_vocabs(fields) if fields is not None else None
transforms = {}
for name, transform_cls in transforms_cls.items():
transform_obj = transform_cls(
opts) # Create an object of transform_cls class
transform_obj.warm_up(
vocabs) # Load models, make initializations and other staff
transforms[name] = transform_obj
return transforms
def make_transforms(opts, transforms_cls, fields):
"""Build transforms in `transforms_cls` with vocab of `fields`."""
vocabs = get_vocabs(fields) if fields is not None else None
transforms = {}
for name, transform_cls in transforms_cls.items():
if transform_cls.require_vocab() and vocabs is None:
logger.warning(
f"{transform_cls.__name__} require vocab to apply, skip it.")
continue
transform_obj = transform_cls(opts)
transform_obj.warm_up(vocabs)
transforms[name] = transform_obj
return transforms