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