| # -*- 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 |