snorkelflow.studio.stanza_labeling_function

class snorkelflow.studio.stanza_labeling_function(name=None, resources=None)

Bases: resources_fn_labeling_function

Convenience decorator for stanza based labeling functions.

The decorated function must have an additional nlp argument which represents the stanza en model.

Parameters

Parameters

Name	Type	Default	Info
name	Optional[str]	None	Name of the LF.
resources	Optional[Mapping[str, Any]]	None	Labeling resources passed in to f via kwargs

Examples

>>> from snorkelflow.studio import stanza_labeling_function
>>> @stanza_labeling_function(name="my_stanza_lf")
... def many_entities(x, nlp) -> int:
...     return 0 if len(nlp(x.txt).ents) > 5 else -1

\_\_init\_\_

__init__

__init__(name=None, resources=None)

Methods

__init__([name, resources])