src/preprocessor.py

# -*- coding: utf-8 -*-
"""
Created on Fri May 19 01:26:45 2023

@author: ME
"""
import pandas as pd
def transform_single_data_point(single_data,preprocessing_obj):
      # Create a DataFrame from the single data point
      single_data_df = pd.DataFrame([single_data], index=[0])

      # Transform the single data point using the ColumnTransformer
      transformed_data_point_arr = preprocessing_obj.transform(single_data_df)

      return transformed_data_point_arr