


"""simple docstring"""







def      UpperCAmelCase__ (lowerCAmelCase_						,		lowerCAmelCase_     ):




					'''simple docstring'''


					__SCREAMING_SNAKE_CASE		     =       0
					__SCREAMING_SNAKE_CASE		     =       len(lowerCAmelCase_     ) - 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

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

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

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




def      UpperCAmelCase__ (lowerCAmelCase_						,		lowerCAmelCase_						,		lowerCAmelCase_						,		lowerCAmelCase_     ):




					'''simple docstring'''


					if sorted_collection[left] == sorted_collection[right]:
										if sorted_collection[left] == item:
															return left
										else:
															return None

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

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

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




def      UpperCAmelCase__ (lowerCAmelCase_     ):




					'''simple docstring'''


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


if __name__ == "__main__":
		import sys
		a__       :							Dict        =  0
		if debug == 1:
				a__       :							Optional[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''')
				a__       :							List[str]        =  6_7

		a__       :							Union[str, 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_torch_available


a__       :							Optional[Any]        =  {
    '''configuration_jukebox''': [
        '''JUKEBOX_PRETRAINED_CONFIG_ARCHIVE_MAP''',
        '''JukeboxConfig''',
        '''JukeboxPriorConfig''',
        '''JukeboxVQVAEConfig''',
    ],
    '''tokenization_jukebox''': ['''JukeboxTokenizer'''],
}

try:
		if not is_torch_available():
				raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
		pass
else:
		a__       :							int        =  [
		    '''JUKEBOX_PRETRAINED_MODEL_ARCHIVE_LIST''',
		    '''JukeboxModel''',
		    '''JukeboxPreTrainedModel''',
		    '''JukeboxVQVAE''',
		    '''JukeboxPrior''',
		]

if TYPE_CHECKING:
		from .configuration_jukebox import (
		    JUKEBOX_PRETRAINED_CONFIG_ARCHIVE_MAP,
		    JukeboxConfig,
		    JukeboxPriorConfig,
		    JukeboxVQVAEConfig,
		)
		from .tokenization_jukebox import JukeboxTokenizer

		try:
				if not is_torch_available():
						raise OptionalDependencyNotAvailable()
		except OptionalDependencyNotAvailable:
				pass
		else:
				from .modeling_jukebox import (
				    JUKEBOX_PRETRAINED_MODEL_ARCHIVE_LIST,
				    JukeboxModel,
				    JukeboxPreTrainedModel,
				    JukeboxPrior,
				    JukeboxVQVAE,
				)

else:
		import sys

		a__       :							Union[str, Any]        =  _LazyModule(__name__, globals()['''__file__'''], _import_structure, module_spec=__spec__)
