def parse(self,
text: Text,
time: Optional[datetime.datetime] = None,
only_output_properties: bool = True) -> Dict[Text, Any]:
"""Parse the input text, classify it and return pipeline result.
The pipeline result usually contains intent and entities."""
if not text:
# Not all components are able to handle empty strings. So we need
# to prevent that... This default return will not contain all
# output attributes of all components, but in the end, no one
# should pass an empty string in the first place.
output = self.default_output_attributes()
output["text"] = ""
return output
message = Message(text, self.default_output_attributes(), time=time)
for component in self.pipeline:
component.process(message, **self.context)
output = self.default_output_attributes()
output.update(
message.as_dict(only_output_properties=only_output_properties))
return output
def parse(self, text, time=None):
# type: (Text) -> Dict[Text, Any]
"""Parse the input text, classify it and return pipeline result.
The pipeline result usually contains intent and entities."""
if not text:
# Not all components are able to handle empty strings. So we need
# to prevent that... This default return will not contain all
# output attributes of all components, but in the end, no one should
# pass an empty string in the first place.
output = self.default_output_attributes()
output["text"] = ""
return output
message = Message(text, self.default_output_attributes(), time=time)
print('[DEBUG] Message Output Attributes: %s' % self.default_output_attributes())
print('[DEBUG] Message Text: %s' % message.text)
print('[DEBUG] Message Data: %s' % message.data)
for component in self.pipeline:
component.process(message, **self.context)
output = self.default_output_attributes()
output.update(message.as_dict(only_output_properties=True))
return output
def parse(self, text, time=None):
# type: (Text) -> Dict[Text, Any]
"""Parse the input text, classify it and return an object containing its intent and entities."""
if not text:
# Not all components are able to handle empty strings. So we need to prevent that...
# This default return will not contain all output attributes of all components,
# but in the end, no one should pass an empty string in the first place.
output = self.default_output_attributes()
output["text"] = ""
return output
message = Message(text, self.default_output_attributes(), time=time)
for component in self.pipeline:
component.process(message, **self.context)
output = self.default_output_attributes()
output.update(message.as_dict(only_output_properties=True))
return output
def parse(self, text, time=None):
# type: (Text) -> Dict[Text, Any]
"""Parse the input text, classify it and return an object containing its intent and entities."""
if not text:
# Not all components are able to handle empty strings. So we need to prevent that...
# This default return will not contain all output attributes of all components,
# but in the end, no one should pass an empty string in the first place.
output = self.default_output_attributes()
output["text"] = ""
return output
message = Message(text, self.default_output_attributes(), time=time)
for component in self.pipeline:
component.process(message, **self.context)
output = self.default_output_attributes()
output.update(message.as_dict(only_output_properties=True))
return output
