def __init__(self, configuration_values: Optional[Dict[Text, Any]] = None) -> None:
"""Create a model configuration, optionally overriding
defaults with a dictionary ``configuration_values``.
"""
if not configuration_values:
configuration_values = {}
self.language = "en"
self.pipeline = []
self.data = None
self.override(configuration_values)
if self.__dict__["pipeline"] is None:
# replaces None with empty list
self.__dict__["pipeline"] = []
elif isinstance(self.__dict__["pipeline"], str):
from rasa.nlu import registry
template_name = self.__dict__["pipeline"]
new_names = {
"spacy_sklearn": "pretrained_embeddings_spacy",
"tensorflow_embedding": "supervised_embeddings",
}
if template_name in new_names:
raise_warning(
f"You have specified the pipeline template "
f"'{template_name}' which has been renamed to "
f"'{new_names[template_name]}'. "
f"Please update your configuration as it will no "
f"longer work with future versions of "
f"Rasa.",
FutureWarning,
docs=DOCS_URL_PIPELINE,
)
template_name = new_names[template_name]
pipeline = registry.pipeline_template(template_name)
if pipeline:
# replaces the template with the actual components
self.__dict__["pipeline"] = pipeline
else:
known_templates = ", ".join(
registry.registered_pipeline_templates.keys()
)
raise InvalidConfigError(
f"No pipeline specified and unknown "
f"pipeline template '{template_name}' passed. Known "
f"pipeline templates: {known_templates}"
)
for key, value in self.items():
setattr(self, key, value)
def __init__(self, configuration_values=None):
"""Create a model configuration, optionally overriding
defaults with a dictionary ``configuration_values``.
"""
if not configuration_values:
configuration_values = {}
self.language = "en"
self.pipeline = []
self.data = None
self.override(configuration_values)
if self.__dict__["pipeline"] is None:
# replaces None with empty list
self.__dict__["pipeline"] = []
elif isinstance(self.__dict__["pipeline"], str):
from rasa.nlu import registry
template_name = self.__dict__["pipeline"]
new_names = {
"spacy_sklearn": "pretrained_embeddings_spacy",
"tensorflow_embedding": "supervised_embeddings",
}
if template_name in new_names:
logger.warning("You have specified the pipeline template "
"'{}' which has been renamed to '{}'. "
"Please update your code as it will no "
"longer work with future versions of "
"Rasa NLU.".format(template_name,
new_names[template_name]))
template_name = new_names[template_name]
pipeline = registry.pipeline_template(template_name)
if pipeline:
# replaces the template with the actual components
self.__dict__["pipeline"] = pipeline
else:
known_templates = ", ".join(
registry.registered_pipeline_templates.keys())
raise InvalidConfigError(
"No pipeline specified and unknown "
"pipeline template '{}' passed. Known "
"pipeline templates: {}"
"".format(template_name, known_templates))
for key, value in self.items():
setattr(self, key, value)
