



from random import randint
from tempfile import TemporaryFile

import numpy as np






def 					__lowerCAmelCase		(  __lowerCamelCase	:    Dict				,   __lowerCamelCase	:    Dict				,   __lowerCamelCase	:    Dict	)  ->						List[Any]:
					__lowerCAmelCase	   =0
					if start < end:
										__lowerCAmelCase	   =randint(__lowerCamelCase				,   __lowerCamelCase	)
										__lowerCAmelCase	   =a[end]
										__lowerCAmelCase	   =a[pivot]
										__lowerCAmelCase	   =temp

										__lowerCAmelCase   ,	__lowerCAmelCase	   =_in_place_partition(__lowerCamelCase				,   __lowerCamelCase				,   __lowerCamelCase	)
										count += _in_place_quick_sort(__lowerCamelCase				,   __lowerCamelCase				,   p - 1	)
										count += _in_place_quick_sort(__lowerCamelCase				,   p + 1				,   __lowerCamelCase	)
					return count






def 					__lowerCAmelCase		(  __lowerCamelCase	:    Dict				,   __lowerCamelCase	:    str				,   __lowerCamelCase	:    Union[str, Any]	)  ->						Any:
					__lowerCAmelCase	   =0
					__lowerCAmelCase	   =randint(__lowerCamelCase				,   __lowerCamelCase	)
					__lowerCAmelCase	   =a[end]
					__lowerCAmelCase	   =a[pivot]
					__lowerCAmelCase	   =temp
					__lowerCAmelCase	   =start - 1
					for index in range(__lowerCamelCase				,   __lowerCamelCase	):
										count += 1
										if a[index] < a[end]:  # check if current val is less than pivot value
															__lowerCAmelCase	   =new_pivot_index + 1
															__lowerCAmelCase	   =a[new_pivot_index]
															__lowerCAmelCase	   =a[index]
															__lowerCAmelCase	   =temp

					__lowerCAmelCase	   =a[new_pivot_index + 1]
					__lowerCAmelCase	   =a[end]
					__lowerCAmelCase	   =temp
					return new_pivot_index + 1, count


lowercase_	       =			TemporaryFile()
lowercase_	       =			1_00  # 1000 elements are to be sorted


lowercase_       ,       lowercase_	       =			0, 1  # mean and standard deviation
lowercase_	       =			np.random.normal(mu, sigma, p)
np.save(outfile, X)
print('''The array is''')
print(X)


outfile.seek(0)  # using the same array
lowercase_	       =			np.load(outfile)
lowercase_	       =			len(M) - 1
lowercase_	       =			_in_place_quick_sort(M, 0, r)

print(
    '''No of Comparisons for 100 elements selected from a standard normal distribution'''
    '''is :'''
)


print(z)









def 					__lowerCAmelCase		(  __lowerCamelCase	:    list	)  ->						list:
					if len(__lowerCamelCase	) <= 1:
										return lst

					__lowerCAmelCase	   =1

					while i < len(__lowerCamelCase	):
										if lst[i - 1] <= lst[i]:
															i += 1
										else:
															__lowerCAmelCase   ,	__lowerCAmelCase	   =lst[i], lst[i - 1]
															i -= 1
															if i == 0:
																				__lowerCAmelCase	   =1

					return lst


if __name__ == "__main__":
				lowercase_	       =			input('''Enter numbers separated by a comma:\n''').strip()
				lowercase_	       =			[int(item) for item in user_input.split(''',''')]
				print(gnome_sort(unsorted))




