





'''simple docstring'''


from random import randint
from tempfile import TemporaryFile

import numpy as np


def 	__a(SCREAMING_SNAKE_CASE_  :					Any		,       SCREAMING_SNAKE_CASE_  :					Optional[int]		,       SCREAMING_SNAKE_CASE_  :					Dict    ):



    '''simple docstring'''





    _lowerCAmelCase				=      0
    if start < end:
        _lowerCAmelCase				=      randint(SCREAMING_SNAKE_CASE_		,       SCREAMING_SNAKE_CASE_    )
        _lowerCAmelCase				=      a[end]
        _lowerCAmelCase				=      a[pivot]
        _lowerCAmelCase				=      temp

        _lowerCAmelCase			,			_lowerCAmelCase				=      _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 	__a(SCREAMING_SNAKE_CASE_  :					Optional[int]		,       SCREAMING_SNAKE_CASE_  :					List[Any]		,       SCREAMING_SNAKE_CASE_  :					Optional[Any]    ):



    '''simple docstring'''





    _lowerCAmelCase				=      0
    _lowerCAmelCase				=      randint(SCREAMING_SNAKE_CASE_		,       SCREAMING_SNAKE_CASE_    )
    _lowerCAmelCase				=      a[end]
    _lowerCAmelCase				=      a[pivot]
    _lowerCAmelCase				=      temp
    _lowerCAmelCase				=      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
            _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


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


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


outfile.seek(0)  # using the same array
_SCREAMING_SNAKE_CASE	 =							np.load(outfile)
_SCREAMING_SNAKE_CASE	 =							len(M) - 1
_SCREAMING_SNAKE_CASE	 =							_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(SCREAMING_SNAKE_CASE_  :					int    ):



    '''simple docstring'''





    if not isinstance(SCREAMING_SNAKE_CASE_		,       SCREAMING_SNAKE_CASE_    ):
        raise TypeError("Input value must be an 'int' type"    )

    _lowerCAmelCase				=      0
    while number:
        position += 1
        number >>= 1

    return position


if __name__ == "__main__":
       import doctest

       doctest.testmod()


