




'''simple docstring'''







def 		snake_case_							(_a			:							List[str]					,     _a			:							Optional[int]  ):
    UpperCAmelCase     =	0
    UpperCAmelCase     =	len(_a  ) - 1

    while left <= right:
        # avoid divided by 0 during interpolation
        if sorted_collection[left] == sorted_collection[right]:
            if sorted_collection[left] == item:
                return left
            else:
                return None

        UpperCAmelCase     =	left + ((item - sorted_collection[left]) * (right - left)) // (
            sorted_collection[right] - sorted_collection[left]
        )

        # out of range check
        if point < 0 or point >= len(_a  ):
            return None

        UpperCAmelCase     =	sorted_collection[point]
        if current_item == item:
            return point
        else:
            if point < left:
                UpperCAmelCase     =	left
                UpperCAmelCase     =	point
            elif point > right:
                UpperCAmelCase     =	right
                UpperCAmelCase     =	point
            else:
                if item < current_item:
                    UpperCAmelCase     =	point - 1
                else:
                    UpperCAmelCase     =	point + 1
    return None





def 		snake_case_							(_a			:							Optional[int]					,     _a			:							Union[str, Any]					,     _a			:							Dict					,     _a			:							Optional[Any]  ):

    # avoid divided by 0 during interpolation
    if sorted_collection[left] == sorted_collection[right]:
        if sorted_collection[left] == item:
            return left
        else:
            return None

    UpperCAmelCase     =	left + ((item - sorted_collection[left]) * (right - left)) // (
        sorted_collection[right] - sorted_collection[left]
    )

    # out of range check
    if point < 0 or point >= len(_a  ):
        return None

    if sorted_collection[point] == item:
        return point
    elif point < left:
        return interpolation_search_by_recursion(_a					,     _a					,     _a					,     _a  )
    elif point > right:
        return interpolation_search_by_recursion(_a					,     _a					,     _a					,     _a  )
    else:
        if sorted_collection[point] > item:
            return interpolation_search_by_recursion(
                _a					,     _a					,     _a					,     point - 1  )
        else:
            return interpolation_search_by_recursion(
                _a					,     _a					,     point + 1					,     _a  )





def 		snake_case_							(_a			:							List[Any]  ):
    if collection != sorted(_a  ):
        raise ValueError('''Collection must be ascending sorted'''  )
    return True


if __name__ == "__main__":
   import sys
   A     :   List[str]									=0
   if debug == 1:
      A     :   List[Any]									=[10, 30, 40, 45, 50, 66, 77, 93]
      try:
         __assert_sorted(collection)
      except ValueError:
         sys.exit('Sequence must be ascending sorted to apply interpolation search')
      A     :   Optional[int]									=67

   A     :   List[Any]									=interpolation_search(collection, target)
   if result is not None:
      print(f"""{target} found at positions: {result}""")
   else:
      print('Not found')










'''simple docstring'''







from .configuration_bert_masked import MaskedBertConfig
from .modeling_bert_masked import (
    MaskedBertForMultipleChoice,
    MaskedBertForQuestionAnswering,
    MaskedBertForSequenceClassification,
    MaskedBertForTokenClassification,
    MaskedBertModel,
)
from .modules import *




