dialogy.types.entity.credit_card_number package

Module contents

Credit Card Number Entity

Provides the entity class for credit card numbers in natural language. This entity is obtained via DucklingPlugin.

Plugin Walkthrough

In [1]: from dialogy.plugins import DucklingPlugin

In [2]: duckling_plugin = DucklingPlugin(
   ...:     dest="output.entities",
   ...:     dimensions=["credit-card-number"],
   ...:     locale="en_IN",
   ...:     timezone="Asia/Kolkata",
   ...: )
   ...: 

In [3]: duckling_plugin.parse("my credit card number is 4111111111111111.")
Out[3]: [CreditCardNumberEntity(body='4111111111111111', type='value', parsers=['DucklingPlugin'], score=1.0, alternative_index=0, alternative_indices=[0], latent=False, issuer='visa', value='4111111111111111', values=[{'value': '4111111111111111'}])]

Workflow Integration

In [1]: from dialogy.base import Input
   ...: from dialogy.plugins import DucklingPlugin
   ...: from dialogy.workflow import Workflow
   ...: 

In [2]: duckling_plugin = DucklingPlugin(
   ...:     dest="output.entities",
   ...:     dimensions=["credit-card-number"],
   ...:     locale="en_IN",
   ...:     timezone="Asia/Kolkata",
   ...: )
   ...: 

In [3]: workflow = Workflow([duckling_plugin])

In [4]: _, output = workflow.run(Input(utterances="my credit card number is 4111111111111111."))

In [5]: output
Out[5]: 
{'intents': [],
 'entities': [{'range': {'start': 25, 'end': 41},
   'body': '4111111111111111',
   'type': 'value',
   'parsers': ['DucklingPlugin'],
   'score': 1.0,
   'alternative_index': 0,
   'entity_type': 'credit-card-number',
   'issuer': 'visa',
   'value': '4111111111111111'}],
 'original_intent': {}}

class CreditCardNumberEntity(body, dim=None, parsers=NOTHING, score=None, alternative_index=None, alternative_indices=None, latent=False, *, range, type='value', entity_type='credit-card-number', issuer, value=None, values)

Bases: dialogy.types.entity.base_entity.BaseEntity

entity_type: Optional[str]

classmethod from_duckling(d, alternative_index, **kwargs)

Return type

CreditCardNumberEntity

issuer: str

value: Optional[str]

values: List[Dict[str, Any]]