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Version: Main/Unreleased
rasa.shared.nlu.training_data.formats.readerwriter
TrainingDataReader Objects
class TrainingDataReader(abc.ABC)
Reader for NLU training data.
__init__
| __init__() -> None
Creates reader instance.
read
| read(filename: Union[Text, Path], **kwargs: Any) -> "TrainingData"
Reads TrainingData from a file.
reads
| @abc.abstractmethod
| reads(s: Text, **kwargs: Any) -> "TrainingData"
Reads TrainingData from a string.
TrainingDataWriter Objects
class TrainingDataWriter()
A class for writing training data to a file.
dump
| dump(filename: Text, training_data: "TrainingData") -> None
Writes a TrainingData object to a file.
dumps
| dumps(training_data: "TrainingData") -> Text
Turns TrainingData into a string.
prepare_training_examples
| @staticmethod
| prepare_training_examples(training_data: "TrainingData") -> OrderedDict
Pre-processes training data examples by removing not trainable entities.
generate_list_item
| @staticmethod
| generate_list_item(text: Text) -> Text
Generates text for a list item.
generate_message
| @staticmethod
| generate_message(message: Dict[Text, Any]) -> Text
Generates text for a message object.
generate_entity
| @staticmethod
| generate_entity(text: Text, entity: Dict[Text, Any]) -> Text
Generates text for an entity object.
JsonTrainingDataReader Objects
class JsonTrainingDataReader(TrainingDataReader)
reads
| reads(s: Text, **kwargs: Any) -> "TrainingData"
Transforms string into json object and passes it on.
read_from_json
| read_from_json(js: Dict[Text, Any], **kwargs: Any) -> "TrainingData"
Reads TrainingData from a json object.