
import pandas as pd

from typing import Dict, List, Tuple, Any, Union

# from ..utils import (
#     check_attributes,
#     LabelEncoder,
#     OneHotEncoder,
#     maybe_download_and_read_data
# )


# def hassnain_bod(
#         parameters:Union[str, List[str]]="all",
        
# )->Tuple[pd.DataFrame, Dict[str, Union[OneHotEncoder, LabelEncoder, Any]]]:
#     """
#     See `Hassnain et al., 2025 <https://papers.ssrn.com/sol3/papers.cfm?abstract_id=5360563>`_ .

#     """
#     url = "https://github.com/mhasnai/Industrial_Wastewater-Final_Effluent-BOD_SoftSensor/blob/main/Dynamic%20Simulation%20-%20F-BOD%20Soft%20Sensing/Sample%20Dataset/ActualData_Subsample.xlsx"

#     data = maybe_download_and_read_data(url, "hassnain_bod.xlsx")    
#     return data, {}



