handwriting_sample.reader package

Submodules

handwriting_sample.reader.exceptions module

handwriting_sample.reader.interface module

class handwriting_sample.reader.interface.HandwritingSampleReader

Bases: LoggableObject

Class implementing handwriting data reader

classmethod read_from_json(path, columns, verbose=False)

Reads handwriting data and meta data from a JSON file.

Parameters

• path (str) – path to a JSON file

• columns (list) – handwriting variables to be present in the data

• verbose (bool, optional) – verbosity of the logging, defaults to False

Returns

data and meta data

Return type

tuple

classmethod read_from_list(data, columns, verbose=False)

Reads handwriting data and meta data from a list.

Parameters

• data (list) – data representing handwriting sample

• columns (list) – handwriting variables to be present in the data

• verbose (bool, optional) – verbosity of the logging, defaults to False

Returns

data and meta data

Return type

tuple

classmethod read_from_numpy_array(data, columns, verbose=False)

Reads handwriting data and meta data from a numpy array.

Parameters

• data (np.ndarray) – data representing handwriting sample

• columns (list) – handwriting variables to be present in the data

• verbose (bool, optional) – verbosity of the logging, defaults to False

Returns

data and meta data

Return type

tuple

classmethod read_from_pandas_dataframe(data, columns, verbose=False)

Reads handwriting data and meta data from a pandas DataFrame.

Parameters

• data (pd.DataFrame) – data representing handwriting sample

• columns (list) – handwriting variables to be present in the data

• verbose (bool, optional) – verbosity of the logging, defaults to False

Returns

data and meta data

Return type

tuple

classmethod read_from_svc(path, columns, verbose=False)

Reads handwriting data and meta data from an SVC file.

Parameters

• path (str) – path to an SVC file

• columns (list) – handwriting variables to be present in the data

• verbose (bool, optional) – verbosity of the logging, defaults to False

Returns

data and meta data

Return type

tuple

handwriting_sample.reader.readers module

class handwriting_sample.reader.readers.JSONFileReader

Bases: LoggableObject

Class implementing JSON file reader

classmethod read(path, verbose=False)

Reads the handwriting data and meta data

class handwriting_sample.reader.readers.ListReader

Bases: LoggableObject

Class implementing list object reader

classmethod read(data, column_names, verbose=False)

Reads the handwriting data and meta data

class handwriting_sample.reader.readers.NumpyArrayReader

Bases: LoggableObject

Class implementing numpy array reader

classmethod read(data, column_names, verbose=False)

Reads the handwriting data and meta data

class handwriting_sample.reader.readers.PandasDataFrameReader

Bases: LoggableObject

Class implementing pandas dataframe reader

classmethod read(data, verbose=False)

Reads the handwriting data and meta data

class handwriting_sample.reader.readers.SVCFileReader

Bases: LoggableObject

Class implementing SVC file reader

classmethod read(path, column_names, verbose=False)

Reads the handwriting data and meta data

Module contents