leaspy.io.data.dataframe_data_reader module

class DataframeDataReader(df: DataFrame, *, drop_full_nan: bool = True, sort_index: bool = False, warn_empty_column: bool = True)

Methods to convert pandas.DataFrame to Leaspy-compliant data containers.

Parameters:

dfpandas.DataFrame: The dataframe to read.
drop_full_nanbool, default True: Should we drop rows full of nans? (except index)
sort_indexbool, default False: Should we lexsort index? (Keep False as default so not to break many of the downstream tests that check order…)
warn_empty_columnbool, default True: Should we warn when there are empty columns? (It may be redundant when the user already knows it - for instance in ablation studies)

Raises:

Attributes: