


def 				UpperCamelCase__					(  SCREAMING_SNAKE_CASE__      ,	SCREAMING_SNAKE_CASE__						):
 __lowerCamelCase		:							Optional[int]		 =						0
 __lowerCamelCase		:							Dict		 =						len(SCREAMING_SNAKE_CASE__						) - 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

  __lowerCamelCase		:							Any		 =						left + ((item - sorted_collection[left]) * (right - left)) // (
      sorted_collection[right] - sorted_collection[left]
  )

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

  __lowerCamelCase		:							Optional[int]		 =						sorted_collection[point]
  if current_item == item:
   return point
  else:
   if point < left:
    __lowerCamelCase		:							List[Any]		 =						left
    __lowerCamelCase		:							Optional[int]		 =						point
   elif point > right:
    __lowerCamelCase		:							Optional[Any]		 =						right
    __lowerCamelCase		:							Dict		 =						point
   else:
    if item < current_item:
     __lowerCamelCase		:							Any		 =						point - 1
    else:
     __lowerCamelCase		:							Union[str, Any]		 =						point + 1
 return None
def 				UpperCamelCase__					(  SCREAMING_SNAKE_CASE__      ,	SCREAMING_SNAKE_CASE__      ,	SCREAMING_SNAKE_CASE__      ,	SCREAMING_SNAKE_CASE__						):

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

 __lowerCamelCase		:							Optional[Any]		 =						left + ((item - sorted_collection[left]) * (right - left)) // (
     sorted_collection[right] - sorted_collection[left]
 )

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

 if sorted_collection[point] == item:
  return point
 elif point < left:
  return interpolation_search_by_recursion(SCREAMING_SNAKE_CASE__      ,	SCREAMING_SNAKE_CASE__      ,	SCREAMING_SNAKE_CASE__      ,	SCREAMING_SNAKE_CASE__						)
 elif point > right:
  return interpolation_search_by_recursion(SCREAMING_SNAKE_CASE__      ,	SCREAMING_SNAKE_CASE__      ,	SCREAMING_SNAKE_CASE__      ,	SCREAMING_SNAKE_CASE__						)
 else:
  if sorted_collection[point] > item:
   return interpolation_search_by_recursion(
       SCREAMING_SNAKE_CASE__      ,	SCREAMING_SNAKE_CASE__      ,	SCREAMING_SNAKE_CASE__      ,	point - 1						)
  else:
   return interpolation_search_by_recursion(
       SCREAMING_SNAKE_CASE__      ,	SCREAMING_SNAKE_CASE__      ,	point + 1      ,	SCREAMING_SNAKE_CASE__						)
def 				UpperCamelCase__					(  SCREAMING_SNAKE_CASE__						):
 if collection != sorted(SCREAMING_SNAKE_CASE__						):
  raise ValueError('Collection must be ascending sorted'						)
 return True


if __name__ == "__main__":
       import sys
       lowercase_	   =     0
       if debug == 1:
              lowercase_	   =     [1_0, 3_0, 4_0, 4_5, 5_0, 6_6, 7_7, 9_3]
              try:
                     __assert_sorted(collection)
              except ValueError:
                     sys.exit('Sequence must be ascending sorted to apply interpolation search')
              lowercase_	   =     6_7

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





from typing import TYPE_CHECKING

from ...utils import (
    OptionalDependencyNotAvailable,
    _LazyModule,
    is_tf_available,
    is_torch_available,
    is_vision_available,
)


lowercase_	   =     {
    'configuration_convnext': ['CONVNEXT_PRETRAINED_CONFIG_ARCHIVE_MAP', 'ConvNextConfig', 'ConvNextOnnxConfig']
}

try:
       if not is_vision_available():
              raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
       pass
else:
       lowercase_	   =     ['ConvNextFeatureExtractor']
       lowercase_	   =     ['ConvNextImageProcessor']

try:
       if not is_torch_available():
              raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
       pass
else:
       lowercase_	   =     [
           'CONVNEXT_PRETRAINED_MODEL_ARCHIVE_LIST',
           'ConvNextForImageClassification',
           'ConvNextModel',
           'ConvNextPreTrainedModel',
           'ConvNextBackbone',
       ]

try:
       if not is_tf_available():
              raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
       pass
else:
       lowercase_	   =     [
           'TFConvNextForImageClassification',
           'TFConvNextModel',
           'TFConvNextPreTrainedModel',
       ]

if TYPE_CHECKING:
       from .configuration_convnext import CONVNEXT_PRETRAINED_CONFIG_ARCHIVE_MAP, ConvNextConfig, ConvNextOnnxConfig

       try:
              if not is_vision_available():
                     raise OptionalDependencyNotAvailable()
       except OptionalDependencyNotAvailable:
              pass
       else:
              from .feature_extraction_convnext import ConvNextFeatureExtractor
              from .image_processing_convnext import ConvNextImageProcessor

       try:
              if not is_torch_available():
                     raise OptionalDependencyNotAvailable()
       except OptionalDependencyNotAvailable:
              pass
       else:
              from .modeling_convnext import (
                  CONVNEXT_PRETRAINED_MODEL_ARCHIVE_LIST,
                  ConvNextBackbone,
                  ConvNextForImageClassification,
                  ConvNextModel,
                  ConvNextPreTrainedModel,
              )

       try:
              if not is_tf_available():
                     raise OptionalDependencyNotAvailable()
       except OptionalDependencyNotAvailable:
              pass
       else:
              from .modeling_tf_convnext import TFConvNextForImageClassification, TFConvNextModel, TFConvNextPreTrainedModel


else:
       import sys

       lowercase_	   =     _LazyModule(__name__, globals()['__file__'], _import_structure)

