Finished week 1.
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51
knapsack/solver.py
Executable file
51
knapsack/solver.py
Executable file
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#!/usr/bin/python
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# -*- coding: utf-8 -*-
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from collections import namedtuple
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Item = namedtuple("Item", ['index', 'value', 'weight'])
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def solve_it(input_data):
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# Modify this code to run your optimization algorithm
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# parse the input
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lines = input_data.split('\n')
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firstLine = lines[0].split()
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item_count = int(firstLine[0])
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capacity = int(firstLine[1])
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items = []
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for i in range(1, item_count+1):
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line = lines[i]
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parts = line.split()
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items.append(Item(i-1, int(parts[0]), int(parts[1])))
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# a trivial greedy algorithm for filling the knapsack
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# it takes items in-order until the knapsack is full
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value = 0
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weight = 0
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taken = [0]*len(items)
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for item in items:
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if weight + item.weight <= capacity:
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taken[item.index] = 1
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value += item.value
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weight += item.weight
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# prepare the solution in the specified output format
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output_data = str(value) + ' ' + str(0) + '\n'
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output_data += ' '.join(map(str, taken))
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return output_data
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if __name__ == '__main__':
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import sys
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if len(sys.argv) > 1:
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file_location = sys.argv[1].strip()
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with open(file_location, 'r') as input_data_file:
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input_data = input_data_file.read()
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print(solve_it(input_data))
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else:
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print('This test requires an input file. Please select one from the data directory. (i.e. python solver.py ./data/ks_4_0)')
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