



"""simple docstring"""





from random import randint
from tempfile import TemporaryFile

import numpy as np
def        a__     (				lowerCAmelCase__     ,      lowerCAmelCase__     ,      lowerCAmelCase__				):
      UpperCAmelCase_      			=							0
      if start < end:
            UpperCAmelCase_      			=							randint(lowerCAmelCase__     ,      lowerCAmelCase__				)
            UpperCAmelCase_      			=							a[end]
            UpperCAmelCase_      			=							a[pivot]
            UpperCAmelCase_      			=							temp

            UpperCAmelCase_			,   UpperCAmelCase_      			=							_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        a__     (				lowerCAmelCase__     ,      lowerCAmelCase__     ,      lowerCAmelCase__				):
      UpperCAmelCase_      			=							0
      UpperCAmelCase_      			=							randint(lowerCAmelCase__     ,      lowerCAmelCase__				)
      UpperCAmelCase_      			=							a[end]
      UpperCAmelCase_      			=							a[pivot]
      UpperCAmelCase_      			=							temp
      UpperCAmelCase_      			=							start - 1
      for index in range(lowerCAmelCase__     ,      lowerCAmelCase__				):
            count += 1
            if a[index] < a[end]:  # check if current val is less than pivot value
                  UpperCAmelCase_      			=							new_pivot_index + 1
                  UpperCAmelCase_      			=							a[new_pivot_index]
                  UpperCAmelCase_      			=							a[index]
                  UpperCAmelCase_      			=							temp

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


lowerCamelCase       	=						TemporaryFile()
lowerCamelCase       	=						100  # 1000 elements are to be sorted


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


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

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


print(z)









"""simple docstring"""





def        a__     (				lowerCAmelCase__     ,      lowerCAmelCase__				):
      return [sentence[i : i + ngram_size] for i in range(len(lowerCAmelCase__				) - ngram_size + 1				)]


if __name__ == "__main__":
  from doctest import testmod

  testmod()




