from random import randint
from tempfile import TemporaryFile

import numpy as np







def  __UpperCamelCase    (						A ,							A ,							A							):
     UpperCamelCase__										=      0
     if start < end:
          UpperCamelCase__										=      randint(_SCREAMING_SNAKE_CASE ,							_SCREAMING_SNAKE_CASE							)
          UpperCamelCase__										=      a[end]
          UpperCamelCase__										=      a[pivot]
          UpperCamelCase__										=      temp

          UpperCamelCase__						,       UpperCamelCase__										=      _in_place_partition(_SCREAMING_SNAKE_CASE ,							_SCREAMING_SNAKE_CASE ,							_SCREAMING_SNAKE_CASE							)
          count += _in_place_quick_sort(_SCREAMING_SNAKE_CASE ,							_SCREAMING_SNAKE_CASE ,							p - 1							)
          count += _in_place_quick_sort(_SCREAMING_SNAKE_CASE ,							p + 1 ,							_SCREAMING_SNAKE_CASE							)
     return count







def  __UpperCamelCase    (						A ,							A ,							A							):
     UpperCamelCase__										=      0
     UpperCamelCase__										=      randint(_SCREAMING_SNAKE_CASE ,							_SCREAMING_SNAKE_CASE							)
     UpperCamelCase__										=      a[end]
     UpperCamelCase__										=      a[pivot]
     UpperCamelCase__										=      temp
     UpperCamelCase__										=      start - 1
     for index in range(_SCREAMING_SNAKE_CASE ,							_SCREAMING_SNAKE_CASE							):
          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


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


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


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

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



print(z)




from __future__ import annotations







def  __UpperCamelCase    (						A ,							A							):
     UpperCamelCase__										=      get_failure_array(A							)

     # 2) Step through text searching for pattern
     UpperCamelCase__						,       UpperCamelCase__										=      0, 0  # index into text, pattern
     while i < len(A							):
          if pattern[j] == text[i]:
               if j == (len(A							) - 1):
                    return True
               j += 1

          # if this is a prefix in our pattern
          # just go back far enough to continue
          elif j > 0:
               UpperCamelCase__										=      failure[j - 1]
               continue
          i += 1
     return False







def  __UpperCamelCase    (						A							):
     UpperCamelCase__										=      [0]
     UpperCamelCase__										=      0
     UpperCamelCase__										=      1
     while j < len(A							):
          if pattern[i] == pattern[j]:
               i += 1
          elif i > 0:
               UpperCamelCase__										=      failure[i - 1]
               continue
          j += 1
          failure.append(A							)
     return failure


if __name__ == "__main__":
     # Test 1)
     __magic_name__								='''abc1abc12'''
     __magic_name__								='''alskfjaldsabc1abc1abc12k23adsfabcabc'''
     __magic_name__								='''alskfjaldsk23adsfabcabc'''
     assert kmp(pattern, texta) and not kmp(pattern, texta)

     # Test 2)
     __magic_name__								='''ABABX'''
     __magic_name__								='''ABABZABABYABABX'''
     assert kmp(pattern, text)

     # Test 3)
     __magic_name__								='''AAAB'''
     __magic_name__								='''ABAAAAAB'''
     assert kmp(pattern, text)

     # Test 4)
     __magic_name__								='''abcdabcy'''
     __magic_name__								='''abcxabcdabxabcdabcdabcy'''
     assert kmp(pattern, text)

     # Test 5)
     __magic_name__								='''aabaabaaa'''
     assert get_failure_array(pattern) == [0, 1, 0, 1, 2, 3, 4, 5, 2]



