





def       __UpperCamelCase  (_SCREAMING_SNAKE_CASE		,						_SCREAMING_SNAKE_CASE		)    ->       Dict:
		lowercase__           =  0
		lowercase__           =  len(lowercase_		) - 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

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

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

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




def       __UpperCamelCase  (_SCREAMING_SNAKE_CASE		,						_SCREAMING_SNAKE_CASE		,						_SCREAMING_SNAKE_CASE		,						_SCREAMING_SNAKE_CASE		)    ->       int:

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

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

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

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




def       __UpperCamelCase  (_SCREAMING_SNAKE_CASE		)    ->       Tuple:
		if collection != sorted(lowercase_		):
				raise ValueError('Collection must be ascending sorted'		)
		return True


if __name__ == "__main__":
						import sys
						lowercase_          =		0
						if debug == 1:
												lowercase_          =		[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""")
												lowercase_          =		67

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









from dataclasses import dataclass, field
from typing import ClassVar, Dict

from ..features import Features, Value
from .base import TaskTemplate
@dataclass(frozen=UpperCAmelCase				)
class     SCREAMING_SNAKE_CASE       (UpperCAmelCase				):
   _UpperCamelCase   :		str			 =	field(default='language-modeling'      ,     metadata={'include_in_asdict_even_if_is_default': True}				)

   _UpperCamelCase   :		ClassVar[Features]			 =	Features({'text': Value('string'				)}				)
   _UpperCamelCase   :		ClassVar[Features]			 =	Features({}				)
   _UpperCamelCase   :		str			 =	"text"


   @property
   def 	SCREAMING_SNAKE_CASE_							(   self      :    List[str]	)->       Dict[str, str]:





     """simple docstring"""







     return {self.text_column: "text"}


