
def 	UpperCamelCase   (							lowerCAmelCase__			,      lowerCAmelCase__		):
					'''simple docstring'''
					lowercase						     =						0
					lowercase						     =						len(lowerCAmelCase__		) - 1

					while left <= right:
										# avoid divided by 0 during interpolation
										if sorted_collection[left] == sorted_collection[right]:
															if sorted_collection[left] == item:
																				return left
															else:
																				return None

										lowercase						     =						left + ((item - sorted_collection[left]) * (right - left)) // (
										    sorted_collection[right] - sorted_collection[left]
										)

										# out of range check
										if point < 0 or point >= len(lowerCAmelCase__		):
															return None

										lowercase						     =						sorted_collection[point]
										if current_item == item:
															return point
										else:
															if point < left:
																				lowercase						     =						left
																				lowercase						     =						point
															elif point > right:
																				lowercase						     =						right
																				lowercase						     =						point
															else:
																				if item < current_item:
																									lowercase						     =						point - 1
																				else:
																									lowercase						     =						point + 1
					return None



def 	UpperCamelCase   (							lowerCAmelCase__			,      lowerCAmelCase__			,      lowerCAmelCase__			,      lowerCAmelCase__		):
					'''simple docstring'''

					# avoid divided by 0 during interpolation
					if sorted_collection[left] == sorted_collection[right]:
										if sorted_collection[left] == item:
															return left
										else:
															return None

					lowercase						     =						left + ((item - sorted_collection[left]) * (right - left)) // (
					    sorted_collection[right] - sorted_collection[left]
					)

					# out of range check
					if point < 0 or point >= len(lowerCAmelCase__		):
										return None

					if sorted_collection[point] == item:
										return point
					elif point < left:
										return interpolation_search_by_recursion(lowerCAmelCase__			,      lowerCAmelCase__			,      lowerCAmelCase__			,      lowerCAmelCase__		)
					elif point > right:
										return interpolation_search_by_recursion(lowerCAmelCase__			,      lowerCAmelCase__			,      lowerCAmelCase__			,      lowerCAmelCase__		)
					else:
										if sorted_collection[point] > item:
															return interpolation_search_by_recursion(
															    lowerCAmelCase__			,      lowerCAmelCase__			,      lowerCAmelCase__			,      point - 1		)
										else:
															return interpolation_search_by_recursion(
															    lowerCAmelCase__			,      lowerCAmelCase__			,      point + 1			,      lowerCAmelCase__		)



def 	UpperCamelCase   (							lowerCAmelCase__		):
					'''simple docstring'''
					if collection != sorted(lowerCAmelCase__		):
										raise ValueError('''Collection must be ascending sorted'''		)
					return True


if __name__ == "__main__":
							import sys
							lowercase__		:List[str]			  =   0
							if debug == 1:
														lowercase__		:Dict			  =   [10, 30, 40, 45, 50, 66, 77, 93]
														try:
																					__assert_sorted(collection)
														except ValueError:
																					sys.exit("Sequence must be ascending sorted to apply interpolation search")
														lowercase__		:Tuple			  =   67

							lowercase__		:Tuple			  =   interpolation_search(collection, target)
							if result is not None:
														print(F'{target} found at positions: {result}')
							else:
														print("Not found")




from statistics import mean

import numpy as np



def 	UpperCamelCase   (							lowerCAmelCase__			,      lowerCAmelCase__			,      lowerCAmelCase__			,      lowerCAmelCase__		):
					'''simple docstring'''
					lowercase						     =						0
					# Number of processes finished
					lowercase						     =						0
					# Displays the finished process.
					# If it is 0, the performance is completed if it is 1, before the performance.
					lowercase						     =						[0] * no_of_process
					# List to include calculation results
					lowercase						     =						[0] * no_of_process

					# Sort by arrival time.
					lowercase						     =						[burst_time[i] for i in np.argsort(lowerCAmelCase__		)]
					lowercase						     =						[process_name[i] for i in np.argsort(lowerCAmelCase__		)]
					arrival_time.sort()

					while no_of_process > finished_process_count:
										lowercase						     =						0
										while finished_process[i] == 1:
															i += 1
										if current_time < arrival_time[i]:
															lowercase						     =						arrival_time[i]

										lowercase						     =						0
										# Index showing the location of the process being performed
										lowercase						     =						0
										# Saves the current response ratio.
										lowercase						     =						0
										for i in range(0			,      lowerCAmelCase__		):
															if finished_process[i] == 0 and arrival_time[i] <= current_time:
																				lowercase						     =						(burst_time[i] + (current_time - arrival_time[i])) / burst_time[
																				    i
																				]
															if response_ratio < temp:
																				lowercase						     =						temp
																				lowercase						     =						i

        # Calculate the turn around time
										lowercase						     =						current_time + burst_time[loc] - arrival_time[loc]
										current_time += burst_time[loc]
										# Indicates that the process has been performed.
										lowercase						     =						1
										# Increase finished_process_count by 1
										finished_process_count += 1

					return turn_around_time



def 	UpperCamelCase   (							lowerCAmelCase__			,      lowerCAmelCase__			,      lowerCAmelCase__			,      lowerCAmelCase__		):
					'''simple docstring'''
					lowercase						     =						[0] * no_of_process
					for i in range(0			,      lowerCAmelCase__		):
										lowercase						     =						turn_around_time[i] - burst_time[i]
					return waiting_time


if __name__ == "__main__":
							lowercase__		:Dict			  =   5
							lowercase__		:str			  =   ["A", "B", "C", "D", "E"]
							lowercase__		:Optional[int]			  =   [1, 2, 3, 4, 5]
							lowercase__		:List[Any]			  =   [1, 2, 3, 4, 5]

							lowercase__		:List[str]			  =   calculate_turn_around_time(
							    process_name, arrival_time, burst_time, no_of_process
							)
							lowercase__		:List[Any]			  =   calculate_waiting_time(
							    process_name, turn_around_time, burst_time, no_of_process
							)

							print("Process name \tArrival time \tBurst time \tTurn around time \tWaiting time")
							for i in range(0, no_of_process):
														print(
														    F'{process_name[i]}\t\t{arrival_time[i]}\t\t{burst_time[i]}\t\t'
														    F'{turn_around_time[i]}\t\t\t{waiting_time[i]}'
														)

							print(F'average waiting time : {mean(waiting_time):.5f}')
							print(F'average turn around time : {mean(turn_around_time):.5f}')




