from typing import List, Dict, Optional, Union, Any from datetime import datetime import math def calculate_distance(point1: tuple, point2: tuple) -> float: """ Calculate the Euclidean distance between two points. Args: point1 (tuple): A tuple representing the coordinates (x, y) of the first point. point2 (tuple): A tuple representing the coordinates (x, y) of the second point. Returns: float: The Euclidean distance between the two points. """ x1, y1 = point1 x2, y2 = point2 return math.sqrt((x2 - x1) ** 2 + (y2 - y1) ** 2) def optimize_route(points: List[tuple]) -> List[tuple]: """ Optimize a route by finding the shortest path that visits all points. Args: points (List[tuple]): A list of tuples representing the coordinates (x, y) of the points to visit. Returns: List[tuple]: The optimized route as a list of tuples representing the coordinates (x, y) of the points. """ if not points: return [] num_points = len(points) distances = [[0] * num_points for _ in range(num_points)] # Calculate the distance matrix for i in range(num_points): for j in range(i + 1, num_points): distances[i][j] = distances[j][i] = calculate_distance(points[i], points[j]) # Implement your route optimization algorithm here # For example, you could use a greedy algorithm or a more sophisticated technique like the Traveling Salesman Problem solver return [points[0], points[1], points[2]] # Replace with the optimized route def calculate_route_distance(route: List[tuple]) -> float: """ Calculate the total distance of a given route. Args: route (List[tuple]): A list of tuples representing the coordinates (x, y) of the points in the route. Returns: float: The total distance of the route. """ total_distance = 0.0 for i in range(len(route) - 1): total_distance += calculate_distance(route[i], route[i + 1]) return total_distance def format_route(route: List[tuple]) -> str: """ Format a route as a string for display or output. Args: route (List[tuple]): A list of tuples representing the coordinates (x, y) of the points in the route. Returns: str: The formatted route as a string. """ formatted_route = "Route: " for point in route: formatted_route += f"({point[0]}, {point[1]}) -> " formatted_route = formatted_route[:-4] # Remove the last " -> " return formatted_route