





'''simple docstring'''






def       lowercase_      (		lowercase__				,  lowercase__						)   ->int:
						_snake_case:   List[str]  					=		0
						_snake_case:   Tuple  					=		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

												_snake_case:   Union[str, Any]  					=		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

												_snake_case:   List[str]  					=		sorted_collection[point]
												if current_item == item:
																		return point
												else:
																		if point < left:
																								_snake_case:   int  					=		left
																								_snake_case:   str  					=		point
																		elif point > right:
																								_snake_case:   str  					=		right
																								_snake_case:   Any  					=		point
																		else:
																								if item < current_item:
																														_snake_case:   List[Any]  					=		point - 1
																								else:
																														_snake_case:   Dict  					=		point + 1
						return None





def       lowercase_      (		lowercase__				,  lowercase__				,  lowercase__				,  lowercase__						)   ->Tuple:

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

						_snake_case:   List[Any]  					=		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       lowercase_      (		lowercase__						)   ->Tuple:
						if collection != sorted(lowercase__						):
												raise ValueError('Collection must be ascending sorted'						)
						return True


if __name__ == "__main__":
		import sys
		A   : Union[str, Any]             =			0
		if debug == 1:
				A   : List[str]             =			[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   : Dict             =			67

		A   : Any             =			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_flax_available, is_torch_available


A   : Dict             =			{'configuration_speech_encoder_decoder': ['SpeechEncoderDecoderConfig']}

try:
		if not is_torch_available():
				raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
		pass
else:
		A   : int             =			['SpeechEncoderDecoderModel']

try:
		if not is_flax_available():
				raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
		pass
else:
		A   : Union[str, Any]             =			['FlaxSpeechEncoderDecoderModel']

if TYPE_CHECKING:
		from .configuration_speech_encoder_decoder import SpeechEncoderDecoderConfig

		try:
				if not is_torch_available():
						raise OptionalDependencyNotAvailable()
		except OptionalDependencyNotAvailable:
				pass
		else:
				from .modeling_speech_encoder_decoder import SpeechEncoderDecoderModel

		try:
				if not is_flax_available():
						raise OptionalDependencyNotAvailable()
		except OptionalDependencyNotAvailable:
				pass
		else:
				from .modeling_flax_speech_encoder_decoder import FlaxSpeechEncoderDecoderModel

else:
		import sys

		A   : int             =			_LazyModule(__name__, globals()['__file__'], _import_structure, module_spec=__spec__)





