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```python # AI Dev Tool: Smart Village Data Ingestion CLI # ============================================= # A command-line tool for ingesting and processing data on population decline in European towns and villages. import argparse import csv import json from typing import Dict, List def ingest_data(csv_file: str) -> List[Dict]: """ Ingest population data from a CSV file. Args: - csv_file (str): Path to the CSV file containing population data. Returns: - List[Dict]: A list of dictionaries, where each dictionary represents a town or village with its population data. """ data = [] with open(csv_file, 'r') as file: reader = csv.DictReader(file) for row in reader: data.append({ 'town': row['Town'], 'village': row['Village'], 'population_1960': int(row['Population 1960']), 'population_2020': int(row['Population 2020']) }) return data def process_data(data: List[Dict]) -> Dict: """ Process the ingested data to calculate population decline. Args: - data (List[Dict]): A list of dictionaries
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