Methods

Summary

method	class parent	truncated documentation
__init__	AuthMiddleware
__init__	BaseLogging
__init__	MachineLearningPost
__init__	MLStorage
__init__	ZipStorage
__init__	MLStoragePost
__init__	JsonError
_check_name	MLStorage	A name is valid if it is a variable name or a filename if data is True.
_check_name	ZipStorage	A name is valid if it is a variable name or a filename if data is True.
_import	MLStorage	Imports the main module for one model.
_load	MachineLearningPost
_logerrorinfo	BaseLogging	Logs any king of data into the logs.
_makedirs	MLStorage	Creates a subfolder and add a file __init__.py. The function overwrites it file __init__.py to let …
_makedirs	ZipStorage	Creates a subfolder and add a file __init__.py. The function overwrites it file __init__.py to let …
_predict	MLStoragePost	Stores the model in the storage.
_predict_single	MachineLearningPost
_store	MLStoragePost	Stores the model in the storage.
_token_is_valid	AuthMiddleware	Decides if it is valid or not.
add	MLStorage	Adds a project based on the data. A project which already exists cannot be added.
add	ZipStorage	Adds a project based on the data. A project which already exists cannot be added.
call_predict	MLStorage	Calls method restapi_predict from a stored script python.
call_version	MLStorage	Calls method restapi_version from a stored script python.
check_single	MachineLearningPost	Checks the sequence load + predict returns something with the given observations.
duration	BaseLogging	Get the duration since save_time() was called.
empty_cache	MLStorage	Removes one place in the cache if the cache is full. Sort them by last access.
enumerate_names	MLStorage	Returns the list of sub folders.
enumerate_names	ZipStorage	Returns the list of sub folders.
error	BaseLogging	Logs any king of data into the logs.
exists	MLStorage	Tells if project name exists.
exists	ZipStorage	Tells if project name exists.
get	MLStorage	Retrieves a project based on its name.
get	ZipStorage	Retrieves a project based on its name.
get_full_name	MLStorage	Returns the full name of a project.
get_full_name	ZipStorage	Returns the full name of a project.
get_metadata	MLStorage	Restores the data procuded by verify_data.
get_metadata	ZipStorage	Restores the data procuded by verify_data.
info	BaseLogging	Logs any king of data into the logs.
load_model	MLStorage	Loads a model into the cache if not loaded and returns it.
on_post	MachineLearningPost
on_post	MLStoragePost	Processes a POST request.
parse_auth_token_from_request	AuthMiddleware	Parses and returns Auth token from the request header. Raises falcon.HTTPUnauthoried exception with proper error …
process_request	AuthMiddleware	Processes an authentification request.
save_time	BaseLogging	Saves the times to get a duration later.
verify_data	MLStorage	Performs verifications to ensure the data to store is ok. The storages expects to find at least one script …
verify_data	ZipStorage	Performs verifications to ensure the data to store is ok.