Methods

Summary

method class parent truncated documentation
__init__ AuthMiddleware  
__init__ BaseLogging  
__init__ MachineLearningPost  
__init__ MLStorage  
__init__ ZipStorage  
__init__ MLStoragePost  
_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.