#!/usr/bin/python # -*- coding: utf-8 -*- from collections import namedtuple from facility import solve_it import math Point = namedtuple("Point", ['x', 'y']) Facility = namedtuple("Facility", ['index', 'setup_cost', 'capacity', 'location']) Customer = namedtuple("Customer", ['index', 'demand', 'location']) def length(point1, point2): return math.sqrt((point1.x - point2.x)**2 + (point1.y - point2.y)**2) def solve_it_example(input_data): # Modify this code to run your optimization algorithm # parse the input lines = input_data.split('\n') parts = lines[0].split() facility_count = int(parts[0]) customer_count = int(parts[1]) facilities = [] for i in range(1, facility_count+1): parts = lines[i].split() facilities.append(Facility(i-1, float(parts[0]), int(parts[1]), Point(float(parts[2]), float(parts[3])) )) customers = [] for i in range(facility_count+1, facility_count+1+customer_count): parts = lines[i].split() customers.append(Customer(i-1-facility_count, int(parts[0]), Point(float(parts[1]), float(parts[2])))) # build a trivial solution # pack the facilities one by one until all the customers are served solution = [-1]*len(customers) capacity_remaining = [f.capacity for f in facilities] facility_index = 0 for customer in customers: if capacity_remaining[facility_index] >= customer.demand: solution[customer.index] = facility_index capacity_remaining[facility_index] -= customer.demand else: facility_index += 1 assert capacity_remaining[facility_index] >= customer.demand solution[customer.index] = facility_index capacity_remaining[facility_index] -= customer.demand used = [0]*len(facilities) for facility_index in solution: used[facility_index] = 1 # calculate the cost of the solution obj = sum([f.setup_cost*used[f.index] for f in facilities]) for customer in customers: obj += length(customer.location, facilities[solution[customer.index]].location) # prepare the solution in the specified output format output_data = '%.2f' % obj + ' ' + str(0) + '\n' output_data += ' '.join(map(str, solution)) return output_data if __name__ == '__main__': import sys if len(sys.argv) > 1: file_location = sys.argv[1].strip() with open(file_location, 'r') as input_data_file: input_data = input_data_file.read() print(solve_it(input_data)) else: print('This test requires an input file. Please select one from the data directory. (i.e. python solver.py ./data/fl_16_2)')