
"""simple docstring"""


def 	lowerCamelCase__			(							UpperCAmelCase_		,      UpperCAmelCase_				)->							Union[str, Any]:







       """simple docstring"""
       UpperCamelCase					 =		0
       UpperCamelCase					 =		len(UpperCAmelCase_				) - 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(UpperCAmelCase_				):
                     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 	lowerCamelCase__			(							UpperCAmelCase_		,      UpperCAmelCase_		,      UpperCAmelCase_		,      UpperCAmelCase_				)->							List[str]:







       """simple docstring"""

       # 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(UpperCAmelCase_				):
              return None

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



def 	lowerCamelCase__			(							UpperCAmelCase_				)->							List[Any]:







       """simple docstring"""
       if collection != sorted(UpperCAmelCase_				):
              raise ValueError("Collection must be ascending sorted"				)
       return True


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

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







"""simple docstring"""


from typing import TYPE_CHECKING

from ...utils import OptionalDependencyNotAvailable, _LazyModule, is_tokenizers_available, is_torch_available


SCREAMING_SNAKE_CASE      =     {
    """configuration_graphormer""": ["""GRAPHORMER_PRETRAINED_CONFIG_ARCHIVE_MAP""", """GraphormerConfig"""],
}

try:
      if not is_torch_available():
            raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
      pass
else:
      SCREAMING_SNAKE_CASE      =     [
          """GRAPHORMER_PRETRAINED_MODEL_ARCHIVE_LIST""",
          """GraphormerForGraphClassification""",
          """GraphormerModel""",
          """GraphormerPreTrainedModel""",
      ]


if TYPE_CHECKING:
      from .configuration_graphormer import GRAPHORMER_PRETRAINED_CONFIG_ARCHIVE_MAP, GraphormerConfig

      try:
            if not is_torch_available():
                  raise OptionalDependencyNotAvailable()
      except OptionalDependencyNotAvailable:
            pass
      else:
            from .modeling_graphormer import (
                GRAPHORMER_PRETRAINED_MODEL_ARCHIVE_LIST,
                GraphormerForGraphClassification,
                GraphormerModel,
                GraphormerPreTrainedModel,
            )


else:
      import sys

      SCREAMING_SNAKE_CASE      =     _LazyModule(__name__, globals()["""__file__"""], _import_structure, module_spec=__spec__)





