multiml.database.numpy_database module

NumpyDatabase module.

class multiml.database.numpy_database.NumpyDatabase

Bases: Database

Base class of Numpy database.

__init__()

initialize(data_id)

add_data(data_id, var_name, idata, phase, mode=None)

Add data to database for given data_id, var_name and phase.

If var_name already exists, data need to be appended

update_data(data_id, var_name, idata, phase, index, mode=None)

Update (replace) data in database for given data_id, var_name, phase and index.

get_data(data_id, var_name, phase, index)

Get data for given data_id, var_name, phase and index from database.

delete_data(data_id, var_name, phase)

Delete data for given data_id, var_name and phase from database.

create_empty(data_id, var_name, phase, shape, dtype)

get_metadata(data_id, phase, mode=None)

Returns a dictionary of metadata for a given data_id and phase.

The dict contains: {‘var_name’: {‘type’: type of variable,

‘total_events’: number of samples}

get_data_ids()