simpleml.datasets.pandas.file_based

Extension implementations for loading file based datasets

Module Contents

Classes

PandasFileBasedDataset

Pandas dataset class that generates the dataframe by reading in a file

Attributes

PANDAS_READER_MAP
__author__

simpleml.datasets.pandas.file_based.PANDAS_READER_MAP

simpleml.datasets.pandas.file_based.__author__ = Elisha Yadgaran

class simpleml.datasets.pandas.file_based.PandasFileBasedDataset(filepath, format, reader_params=None, **kwargs)

Bases: simpleml.datasets.pandas.base.BasePandasDataset

Pandas dataset class that generates the dataframe by reading in a file

Parameters

• squeeze_return – boolean flag whether to run dataframe.squeeze() on return from self.get() calls. Particularly necessary to align input types with different libraries (e.g. sklearn y with single label)

• filepath (str) –

• format (str) –

• reader_params (Optional[Dict]) –

build_dataframe(self)

Must set self._external_file Cant set as abstractmethod because of database lookup dependency

Return type

None