semantic-link-functions-phonenumbers

import pandas as pd from sempy.fabric import FabricDataFrame # sempy is a required dependency for FabricDataFrame from semantic_link_functions_phonenumbers import validate_phone_number # In a real Microsoft Fabric environment, a FabricDataFrame # would typically be loaded from a Lakehouse table or similar source. # For demonstration, we create one from a pandas DataFrame. data = {'phone': ['+12065550100', '123-456-7890', 'invalid phone number']} df = FabricDataFrame(pd.DataFrame(data)) # Validate phone numbers in the 'phone' column # The function adds new columns (e.g., '_is_valid', '_number_type', '_e164_format') df_validated = validate_phone_number(df, 'phone') print("Original DataFrame:\n", df) print("\nValidated DataFrame (selected columns):\n") print(df_validated[['phone', 'phone_is_valid', 'phone_number_type', 'phone_e164_format']].head()) # Example of filtering invalid numbers # print(df_validated[~df_validated['phone_is_valid']])