def create_persistor(persistor: Optional[Text]):
"""Create a remote persistor to store the model if configured."""
if persistor is not None:
from rasa_nlu.persistor import get_persistor
return get_persistor(persistor)
else:
return None
def create_persistor(persistor: Optional[Text]):
"""Create a remote persistor to store the model if configured."""
if persistor is not None:
from rasa_nlu.persistor import get_persistor
return get_persistor(persistor)
else:
return None
def create_persistor(config):
# type: (RasaNLUConfig) -> Optional[Persistor]
"""Create a remote persistor to store the model if configured."""
if config.get("storage") is not None:
from rasa_nlu.persistor import get_persistor
return get_persistor(config)
else:
return None
def create_persistor(config):
# type: (RasaNLUConfig) -> Optional[Persistor]
"""Create a remote persistor to store the model if configured."""
if config.get("storage") is not None:
from rasa_nlu.persistor import get_persistor
return get_persistor(config)
else:
return None
def create_persistor(config):
# type: (RasaNLUConfig) -> Optional[Persistor]
"""Create a remote persistor to store the model if the configuration requests it."""
persistor = None
if "bucket_name" in config:
from rasa_nlu.persistor import get_persistor
persistor = get_persistor(config)
return persistor
def load_model_from_cloud(model_dir, config):
try:
from rasa_nlu.persistor import get_persistor
p = get_persistor(config)
if p is not None:
p.fetch_and_extract('{0}.tar.gz'.format(os.path.basename(model_dir)))
else:
raise RuntimeError("Unable to initialize persistor")
except Exception as e:
logger.warn("Using default interpreter, couldn't fetch model: {}".format(e))
def create_persistor(config):
# type: (RasaNLUConfig) -> Optional[Persistor]
"""Create a remote persistor to store the model if the configuration requests it."""
persistor = None
if "bucket_name" in config:
from rasa_nlu.persistor import get_persistor
persistor = get_persistor(config)
return persistor
def load_model_from_cloud(model_dir, config):
try:
from rasa_nlu.persistor import get_persistor
p = get_persistor(config)
if p is not None:
p.fetch_and_extract('{0}.tar.gz'.format(os.path.basename(model_dir)))
else:
raise RuntimeError("Unable to initialize persistor")
except Exception as e:
logging.warn("Using default interpreter, couldn't fetch model: {}".format(e))
def _list_projects_in_cloud(self):
try:
from rasa_nlu.persistor import get_persistor
p = get_persistor(self.config)
if p is not None:
return p.list_projects()
else:
return []
except Exception:
logger.exception("Failed to list projects.")
return []
def _load_model_from_cloud(self, model_name, target_path, config):
try:
from rasa_nlu.persistor import get_persistor
p = get_persistor(config)
if p is not None:
p.retrieve(model_name, self._project, target_path)
else:
raise RuntimeError("Unable to initialize persistor")
except Exception as e:
logger.warn("Using default interpreter, couldn't fetch "
"model: {}".format(e))
def _load_model_from_cloud(self, model_name, target_path, config):
try:
from rasa_nlu.persistor import get_persistor
p = get_persistor(config)
if p is not None:
p.retrieve(model_name, self._project, target_path)
else:
raise RuntimeError("Unable to initialize persistor")
except Exception as e:
logger.warn("Using default interpreter, couldn't fetch "
"model: {}".format(e))
def _load_model_from_cloud(self, model_name, target_path):
try:
from rasa_nlu.persistor import get_persistor
p = get_persistor(self.remote_storage)
if p is not None:
p.retrieve(model_name, self._project, target_path)
else:
raise RuntimeError("Unable to initialize persistor")
except Exception as e:
logger.warning("Using default interpreter, couldn't fetch "
"model: {}".format(e))
raise # re-raise this exception because nothing we can do now
def _load_model_from_cloud(self, model_name, target_path):
try:
from rasa_nlu.persistor import get_persistor
p = get_persistor(self.remote_storage)
if p is not None:
p.retrieve(model_name, self._project, target_path)
else:
raise RuntimeError("Unable to initialize persistor")
except Exception as e:
logger.warning("Using default interpreter, couldn't fetch "
"model: {}".format(e))
raise # re-raise this exception because nothing we can do now
def _list_projects_in_cloud(self):
try:
from rasa_nlu.persistor import get_persistor
p = get_persistor(self.remote_storage)
if p is not None:
return p.list_projects()
else:
return []
except Exception:
logger.exception("Failed to list projects. Make sure you have "
"correctly configured your cloud storage "
"settings.")
return []
def _list_projects_in_cloud(self):
try:
from rasa_nlu.persistor import get_persistor
p = get_persistor(self.remote_storage)
if p is not None:
return p.list_projects()
else:
return []
except Exception:
logger.exception("Failed to list projects. Make sure you have "
"correctly configured your cloud storage "
"settings.")
return []
def _list_models_in_cloud(self) -> List[Text]:
try:
from rasa_nlu.persistor import get_persistor
p = get_persistor(self.remote_storage)
if p is not None:
return p.list_models(self._project)
else:
return []
except Exception as e:
logger.warning("Failed to list models of project {}. "
"{}".format(self._project, e))
return []
def _list_models_in_cloud(self) -> List[Text]:
try:
from rasa_nlu.persistor import get_persistor
p = get_persistor(self.remote_storage)
if p is not None:
return p.list_models(self._project)
else:
return []
except Exception as e:
logger.warning("Failed to list models of project {}. "
"{}".format(self._project, e))
return []
def _list_projects_in_cloud(self):
# type: () -> List[str]
try:
p = get_persistor(self.remote_storage)
if p is not None:
return p.list_projects()
else:
return []
except Exception as e:
logger.exception("Failed to list projects. Make sure you have "
"correctly configured your cloud storage "
"settings. {}".format(traceback.format_exc()))
return []
def _list_models_in_cloud(self, config):
# type: (RasaNLUConfig) -> List[Text]
try:
from rasa_nlu.persistor import get_persistor
p = get_persistor(config)
if p is not None:
return p.list_models(self._project)
else:
return []
except Exception as e:
logger.warn("Failed to list models of project {}. "
"{}".format(self._project, e))
return []
def _list_models_in_cloud(self, config):
# type: (RasaNLUConfig) -> List[Text]
try:
from rasa_nlu.persistor import get_persistor
p = get_persistor(config)
if p is not None:
return p.list_models(self._project)
else:
return []
except Exception as e:
logger.warn("Failed to list models of project {}. "
"{}".format(self._project, e))
return []
