






from __future__ import annotations





def 							lowercase__		(				lowerCamelCase					):
				_SCREAMING_SNAKE_CASE      :		Optional[int]							=						[0] * len(snake_case_					)
				for i in range(1,	len(snake_case_					)					):
								_SCREAMING_SNAKE_CASE      :		List[Any]							=						duration_times[i - 1] + waiting_times[i - 1]
				return waiting_times





def 							lowercase__		(				lowerCamelCase,	lowerCamelCase					):
				return [
				    duration_time + waiting_times[i]
				    for i, duration_time in enumerate(snake_case_					)
				]





def 							lowercase__		(				lowerCamelCase					):
				return sum(snake_case_					) / len(snake_case_					)





def 							lowercase__		(				lowerCamelCase					):
				return sum(snake_case_					) / len(snake_case_					)


if __name__ == "__main__":
			# process id's
			lowerCAmelCase__							= [1, 2, 3]

			# ensure that we actually have processes
			if len(processes) == 0:
						print('Zero amount of processes')
						raise SystemExit(0)

			# duration time of all processes
			lowerCAmelCase__							= [19, 8, 9]

			# ensure we can match each id to a duration time
			if len(duration_times) != len(processes):
						print('Unable to match all id\'s with their duration time')
						raise SystemExit(0)

			# get the waiting times and the turnaround times
			lowerCAmelCase__							= calculate_waiting_times(duration_times)
			lowerCAmelCase__							= calculate_turnaround_times(duration_times, waiting_times)

			# get the average times
			lowerCAmelCase__							= calculate_average_waiting_time(waiting_times)
			lowerCAmelCase__							= calculate_average_turnaround_time(turnaround_times)

			# print all the results
			print('Process ID\tDuration Time\tWaiting Time\tTurnaround Time')
			for i, process in enumerate(processes):
						print(
						    F'{process}\t\t{duration_times[i]}\t\t{waiting_times[i]}\t\t'
						    F'{turnaround_times[i]}'
						)
			print(F'Average waiting time = {average_waiting_time}')
			print(F'Average turn around time = {average_turnaround_time}')









"""simple docstring"""
from .chunk_utils import chunk_layer
from .data_transforms import make_atomaa_masks
from .feats import atomaa_to_atomaa, frames_and_literature_positions_to_atomaa_pos, torsion_angles_to_frames
from .loss import compute_predicted_aligned_error, compute_tm
from .protein import Protein as OFProtein
from .protein import to_pdb
from .rigid_utils import Rigid, Rotation
from .tensor_utils import dict_multimap, flatten_final_dims, permute_final_dims

