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add highest_response_ratio_next.py (#6183)
* add highest_response_ratio_next.py * Update highest_response_ratio_next.py * Update highest_response_ratio_next.py
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scheduling/highest_response_ratio_next.py
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scheduling/highest_response_ratio_next.py
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"""
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Highest response ratio next (HRRN) scheduling is a non-preemptive discipline.
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It was developed as modification of shortest job next or shortest job first (SJN or SJF)
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to mitigate the problem of process starvation.
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https://en.wikipedia.org/wiki/Highest_response_ratio_next
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"""
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from statistics import mean
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import numpy as np
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def calculate_turn_around_time(
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process_name: list, arrival_time: list, burst_time: list, no_of_process: int
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) -> list:
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"""
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Calculate the turn around time of each processes
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Return: The turn around time time for each process.
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>>> calculate_turn_around_time(["A", "B", "C"], [3, 5, 8], [2, 4, 6], 3)
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[2, 4, 7]
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>>> calculate_turn_around_time(["A", "B", "C"], [0, 2, 4], [3, 5, 7], 3)
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[3, 6, 11]
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"""
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current_time = 0
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# Number of processes finished
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finished_process_count = 0
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# Displays the finished process.
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# If it is 0, the performance is completed if it is 1, before the performance.
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finished_process = [0] * no_of_process
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# List to include calculation results
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turn_around_time = [0] * no_of_process
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# Sort by arrival time.
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burst_time = [burst_time[i] for i in np.argsort(arrival_time)]
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process_name = [process_name[i] for i in np.argsort(arrival_time)]
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arrival_time.sort()
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while no_of_process > finished_process_count:
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"""
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If the current time is less than the arrival time of
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the process that arrives first among the processes that have not been performed,
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change the current time.
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"""
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i = 0
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while finished_process[i] == 1:
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i += 1
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if current_time < arrival_time[i]:
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current_time = arrival_time[i]
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response_ratio = 0
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# Index showing the location of the process being performed
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loc = 0
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# Saves the current response ratio.
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temp = 0
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for i in range(0, no_of_process):
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if finished_process[i] == 0 and arrival_time[i] <= current_time:
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temp = (burst_time[i] + (current_time - arrival_time[i])) / burst_time[
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i
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]
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if response_ratio < temp:
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response_ratio = temp
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loc = i
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# Calculate the turn around time
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turn_around_time[loc] = current_time + burst_time[loc] - arrival_time[loc]
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current_time += burst_time[loc]
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# Indicates that the process has been performed.
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finished_process[loc] = 1
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# Increase finished_process_count by 1
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finished_process_count += 1
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return turn_around_time
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def calculate_waiting_time(
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process_name: list, turn_around_time: list, burst_time: list, no_of_process: int
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) -> list:
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"""
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Calculate the waiting time of each processes.
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Return: The waiting time for each process.
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>>> calculate_waiting_time(["A", "B", "C"], [2, 4, 7], [2, 4, 6], 3)
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[0, 0, 1]
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>>> calculate_waiting_time(["A", "B", "C"], [3, 6, 11], [3, 5, 7], 3)
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[0, 1, 4]
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"""
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waiting_time = [0] * no_of_process
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for i in range(0, no_of_process):
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waiting_time[i] = turn_around_time[i] - burst_time[i]
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return waiting_time
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if __name__ == "__main__":
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no_of_process = 5
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process_name = ["A", "B", "C", "D", "E"]
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arrival_time = [1, 2, 3, 4, 5]
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burst_time = [1, 2, 3, 4, 5]
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turn_around_time = calculate_turn_around_time(
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process_name, arrival_time, burst_time, no_of_process
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)
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waiting_time = calculate_waiting_time(
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process_name, turn_around_time, burst_time, no_of_process
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)
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print("Process name \tArrival time \tBurst time \tTurn around time \tWaiting time")
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for i in range(0, no_of_process):
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print(
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f"{process_name[i]}\t\t{arrival_time[i]}\t\t{burst_time[i]}\t\t"
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f"{turn_around_time[i]}\t\t\t{waiting_time[i]}"
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)
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print(f"average waiting time : {mean(waiting_time):.5f}")
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print(f"average turn around time : {mean(turn_around_time):.5f}")
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