simpleml.save_patterns.onedrive module

Module for Microsoft Onedrive save pattern definitions

class simpleml.save_patterns.onedrive.OnedriveBase

Bases: simpleml.save_patterns.base.BaseSavePattern

Base class to save/load objects to Microsoft Onedrive

ONEDRIVE_CLIENT = None

ONEDRIVE_FILESTORE_ID = None

ONEDRIVE_HDF5_ID = None

ONEDRIVE_PICKLE_ID = None

ONEDRIVE_ROOT_ID = None

ONEDRIVE_SECTION = 'onedrive'

authenticate_onedrive()

Authenticate with Onedrive Oauth2

client

create_onedrive_schema(root_folder='SIMPLEML')

Assumes already authenticated and assignment of self.client Checks if folders are already present, creates if not

download_from_onedrive(bucket, filename)

Download any file from onedrive to disk

Steps:

1. Authenticate
2. Get Folder IDs
3. Download

onedrive_filestore_id

onedrive_hdf5_id

onedrive_pickle_id

onedrive_root_id

upload_to_onedrive(bucket, filename)

Upload any file from disk to onedrive

Steps:

1. Authenticate
2. Create Schema
3. Upload

class simpleml.save_patterns.onedrive.OnedriveHDF5SavePattern

Bases: simpleml.save_patterns.onedrive.OnedriveBase

Save pattern implementation to save objects to Microsoft Onedrive in HDF5 format

SAVE_PATTERN = 'onedrive_hdf5'

classmethod load(filename: str, **kwargs) → Any

Download HDF5 file from onedrive to disk Then load files from disk in HDF5 format

classmethod save(obj: Any, persistable_id: str, **kwargs) → str

Save method to save files to disk in HDF5 format Then upload HDF5 file from disk to onedrive

class simpleml.save_patterns.onedrive.OnedriveKerasHDF5SavePattern

Bases: simpleml.save_patterns.onedrive.OnedriveBase

Save pattern implementation to save objects to Microsoft Onedrive in Keras HDF5 format

SAVE_PATTERN = 'onedrive_keras_hdf5'

classmethod load(filename: str, **kwargs) → Any

Download HDF5 file from onedrive to disk Then load files from disk in HDF5 format

classmethod save(obj: Any, persistable_id: str, **kwargs) → str

Save method to save files to disk in Keras HDF5 format Then upload HDF5 file from disk to onedrive

class simpleml.save_patterns.onedrive.OnedrivePickleSavePattern

Bases: simpleml.save_patterns.onedrive.OnedriveBase

Save pattern implementation to save objects to Microsoft Onedrive in pickled format

SAVE_PATTERN = 'onedrive_pickled'

classmethod load(filename: str, **kwargs) → Any

Download pickled file from onedrive to disk Then load files from disk in pickled format

classmethod save(obj: Any, persistable_id: str, **kwargs) → str

Save method to save files to disk in pickled format Then upload pickled file from disk to onedrive