simpleml.save_patterns.onedrive

Module for Microsoft Onedrive save pattern definitions

Module Contents

Classes

OnedriveBase	Base class to save/load objects to Microsoft Onedrive
OnedriveHDF5SavePattern	Save pattern implementation to save objects to Microsoft Onedrive in HDF5 format
OnedriveKerasHDF5SavePattern	Save pattern implementation to save objects to Microsoft Onedrive in Keras HDF5 format
OnedrivePickleSavePattern	Save pattern implementation to save objects to Microsoft Onedrive in pickled format

simpleml.save_patterns.onedrive.__author__ = Elisha Yadgaran

class simpleml.save_patterns.onedrive.OnedriveBase

Bases: simpleml.save_patterns.base.BaseSavePattern

Base class to save/load objects to Microsoft Onedrive

ONEDRIVE_CLIENT

ONEDRIVE_FILESTORE_ID

ONEDRIVE_HDF5_ID

ONEDRIVE_PICKLE_ID

ONEDRIVE_ROOT_ID

ONEDRIVE_SECTION = onedrive

authenticate_onedrive(self)

Authenticate with Onedrive Oauth2

property client(self)

create_onedrive_schema(self, root_folder='SIMPLEML')

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

download_from_onedrive(self, bucket, filename)

Download any file from onedrive to disk

Steps:

1. Authenticate

2. Get Folder IDs

3. Download

property onedrive_filestore_id(self)

property onedrive_hdf5_id(self)

property onedrive_pickle_id(self)

property onedrive_root_id(self)

upload_to_onedrive(self, 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(cls, filename: str, **kwargs) → Any

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

classmethod save(cls, 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(cls, filename: str, **kwargs) → Any

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

classmethod save(cls, 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(cls, filename: str, **kwargs) → Any

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

classmethod save(cls, 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