Fix pseudorandom solution generation
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@ -1,5 +1,5 @@
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from preprocessing import parse_file
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from pandas import DataFrame
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from pandas import DataFrame, Series
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from sys import argv
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from random import seed, randint
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from time import time
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@ -30,7 +30,7 @@ def get_furthest_element(element, data):
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furthest_index = element_df["distance"].astype(float).idxmax()
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furthest_row = data.iloc[furthest_index]
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furthest_point = get_different_element(original=element, row=furthest_row)
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return {"point": furthest_point, "distance": furthest_row["distance"]}
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return Series(data={"point": furthest_point, "distance": furthest_row["distance"]})
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def remove_solution_dataset(data, solution):
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@ -44,14 +44,15 @@ def greedy_algorithm(n, m, data):
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for _ in range(m):
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last_solution = int(solutions["point"].tail(n=1))
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centroid = get_furthest_element(element=last_solution, data=data)
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solutions = solutions.append(dict(centroid), ignore_index=True)
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solutions = solutions.append(centroid, ignore_index=True)
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data = remove_solution_dataset(data=data, solution=last_solution)
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return solutions
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def get_pseudorandom_solution(n, data):
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seed(42)
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return data.iloc[randint(a=0, b=n)]
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solution = data.iloc[randint(a=0, b=n)]
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return Series(data={"point": solution["destination"], "distance": 0})
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def local_search(n, m, data):
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