






def 	lowerCAmelCase__			(      a__:		str      ,  a__:		List[str]	)  ->		Optional[Any]:


							'''simple docstring'''





							_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 	lowerCAmelCase__			(      a__:		Optional[int]      ,  a__:		List[Any]      ,  a__:		str      ,  a__:		Optional[Any]	)  ->		List[str]:


							'''simple docstring'''





							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 	lowerCAmelCase__			(      a__:		Tuple	)  ->		List[Any]:


							'''simple docstring'''





							if collection != sorted(__a	):
														raise ValueError('Collection must be ascending sorted'	)
							return True


if __name__ == "__main__":
		import sys
		lowerCAmelCase__  :Optional[Any]             =							0
		if debug == 1:
				lowerCAmelCase__  :List[Any]             =							[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''')
				lowerCAmelCase__  :List[Any]             =							6_7

		lowerCAmelCase__  :Optional[int]             =							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_flax_available,
    is_sentencepiece_available,
    is_tf_available,
    is_tokenizers_available,
    is_torch_available,
)


lowerCAmelCase__  :Any             =							{'''configuration_xglm''': ['''XGLM_PRETRAINED_CONFIG_ARCHIVE_MAP''', '''XGLMConfig''']}

try:
		if not is_sentencepiece_available():
				raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
		pass
else:
		lowerCAmelCase__  :Optional[Any]             =							['''XGLMTokenizer''']

try:
		if not is_tokenizers_available():
				raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
		pass
else:
		lowerCAmelCase__  :str             =							['''XGLMTokenizerFast''']

try:
		if not is_torch_available():
				raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
		pass
else:
		lowerCAmelCase__  :List[str]             =							[
		    '''XGLM_PRETRAINED_MODEL_ARCHIVE_LIST''',
		    '''XGLMForCausalLM''',
		    '''XGLMModel''',
		    '''XGLMPreTrainedModel''',
		]


try:
		if not is_flax_available():
				raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
		pass
else:
		lowerCAmelCase__  :str             =							[
		    '''FlaxXGLMForCausalLM''',
		    '''FlaxXGLMModel''',
		    '''FlaxXGLMPreTrainedModel''',
		]


try:
		if not is_tf_available():
				raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
		pass
else:
		lowerCAmelCase__  :List[Any]             =							[
		    '''TF_XGLM_PRETRAINED_MODEL_ARCHIVE_LIST''',
		    '''TFXGLMForCausalLM''',
		    '''TFXGLMModel''',
		    '''TFXGLMPreTrainedModel''',
		]


if TYPE_CHECKING:
		from .configuration_xglm import XGLM_PRETRAINED_CONFIG_ARCHIVE_MAP, XGLMConfig

		try:
				if not is_sentencepiece_available():
						raise OptionalDependencyNotAvailable()
		except OptionalDependencyNotAvailable:
				pass
		else:
				from .tokenization_xglm import XGLMTokenizer

		try:
				if not is_tokenizers_available():
						raise OptionalDependencyNotAvailable()
		except OptionalDependencyNotAvailable:
				pass
		else:
				from .tokenization_xglm_fast import XGLMTokenizerFast

		try:
				if not is_torch_available():
						raise OptionalDependencyNotAvailable()
		except OptionalDependencyNotAvailable:
				pass
		else:
				from .modeling_xglm import XGLM_PRETRAINED_MODEL_ARCHIVE_LIST, XGLMForCausalLM, XGLMModel, XGLMPreTrainedModel

		try:
				if not is_flax_available():
						raise OptionalDependencyNotAvailable()
		except OptionalDependencyNotAvailable:
				pass
		else:
				from .modeling_flax_xglm import FlaxXGLMForCausalLM, FlaxXGLMModel, FlaxXGLMPreTrainedModel

		try:
				if not is_tf_available():
						raise OptionalDependencyNotAvailable()
		except OptionalDependencyNotAvailable:
				pass
		else:
				from .modeling_tf_xglm import (
				    TF_XGLM_PRETRAINED_MODEL_ARCHIVE_LIST,
				    TFXGLMForCausalLM,
				    TFXGLMModel,
				    TFXGLMPreTrainedModel,
				)


else:
		import sys

		lowerCAmelCase__  :Any             =							_LazyModule(__name__, globals()['''__file__'''], _import_structure)
