
'''simple docstring'''





from typing import List, Optional

import numpy as np

from ...processing_utils import ProcessorMixin
from ...utils import to_numpy

class       a		(   __UpperCAmelCase					):
							lowercase_		:						str   							=  'EncodecFeatureExtractor'
							lowercase_		:						List[Any]   							=  ('T5Tokenizer', 'T5TokenizerFast')







							def __init__(						self  :  str      ,				snake_case__  :  List[Any]      ,				snake_case__  :  str ):
								"""simple docstring"""







								super().__init__(snake_case__      ,				snake_case__ )
								__lowerCAmelCase         =							self.feature_extractor
								__lowerCAmelCase         =							False







							def       UpperCAmelCase__					(						self  :  Optional[Any]      ,				snake_case__  :  Dict=None      ,				snake_case__  :  Optional[Any]=None      ,				snake_case__  :  str=True ):
								"""simple docstring"""







								return self.tokenizer.get_decoder_prompt_ids(task=snake_case__      ,				language=snake_case__      ,				no_timestamps=snake_case__ )







							def __call__(						self  :  Tuple      ,				*snake_case__  :  Union[str, Any]      ,				**snake_case__  :  Union[str, Any] ):
								"""simple docstring"""







								if self._in_target_context_manager:
									return self.current_processor(*snake_case__      ,				**snake_case__ )

								__lowerCAmelCase         =							kwargs.pop("audio"      ,				snake_case__ )
								__lowerCAmelCase         =							kwargs.pop("sampling_rate"      ,				snake_case__ )
								__lowerCAmelCase         =							kwargs.pop("text"      ,				snake_case__ )
								if len(snake_case__ ) > 0:
									__lowerCAmelCase         =							args[0]
									__lowerCAmelCase         =							args[1:]

								if audio is None and text is None:
									raise ValueError("You need to specify either an `audio` or `text` input to process." )

								if text is not None:
									__lowerCAmelCase         =							self.tokenizer(snake_case__      ,				**snake_case__ )

								if audio is not None:
									__lowerCAmelCase         =							self.feature_extractor(snake_case__      ,				*snake_case__      ,				sampling_rate=snake_case__      ,				**snake_case__ )

								if audio is None:
									return inputs

								elif text is None:
									return audio_inputs

								else:
									__lowerCAmelCase         =							audio_inputs["input_values"]
									if "padding_mask" in audio_inputs:
										__lowerCAmelCase         =							audio_inputs["padding_mask"]
									return inputs







							def       UpperCAmelCase__					(						self  :  Union[str, Any]      ,				*snake_case__  :  Optional[Any]      ,				**snake_case__  :  Optional[Any] ):
								"""simple docstring"""







								__lowerCAmelCase         =							kwargs.pop("audio"      ,				snake_case__ )
								__lowerCAmelCase         =							kwargs.pop("padding_mask"      ,				snake_case__ )

								if len(snake_case__ ) > 0:
									__lowerCAmelCase         =							args[0]
									__lowerCAmelCase         =							args[1:]

								if audio_values is not None:
									return self._decode_audio(snake_case__      ,				padding_mask=snake_case__ )
								else:
									return self.tokenizer.batch_decode(*snake_case__      ,				**snake_case__ )







							def       UpperCAmelCase__					(						self  :  Any      ,				*snake_case__  :  Any      ,				**snake_case__  :  str ):
								"""simple docstring"""







								return self.tokenizer.decode(*snake_case__      ,				**snake_case__ )







							def       UpperCAmelCase__					(						self  :  Tuple      ,				snake_case__  :  List[Any]      ,				snake_case__  :  Optional = None ):
								"""simple docstring"""







								__lowerCAmelCase         =							to_numpy(snake_case__ )
								__lowerCAmelCase   ,						__lowerCAmelCase   ,						__lowerCAmelCase         =							audio_values.shape

								if padding_mask is None:
									return list(snake_case__ )

								__lowerCAmelCase         =							to_numpy(snake_case__ )

								# match the sequence length of the padding mask to the generated audio arrays by padding with the **non-padding**
								# token (so that the generated audio values are **not** treated as padded tokens)
								__lowerCAmelCase         =							seq_len - padding_mask.shape[-1]
								__lowerCAmelCase         =							1 - self.feature_extractor.padding_value
								__lowerCAmelCase         =							np.pad(snake_case__      ,				((0, 0), (0, difference))      ,				"constant"      ,				constant_values=snake_case__ )

								__lowerCAmelCase         =							audio_values.tolist()
								for i in range(snake_case__ ):
									__lowerCAmelCase         =							np.asarray(audio_values[i] )[
									    padding_mask[i][None, :] != self.feature_extractor.padding_value
									]
									__lowerCAmelCase         =							sliced_audio.reshape(snake_case__      ,				-1 )

								return audio_values








from __future__ import annotations

from collections.abc import Iterator
from typing import Any

class       a		:







							def __init__(						self  :  Optional[int]      ,				snake_case__  :  Any ):
								"""simple docstring"""







								__lowerCAmelCase         =							data
								__lowerCAmelCase         =							None

class       a		:







							def __init__(						self  :  Optional[Any] ):
								"""simple docstring"""







								__lowerCAmelCase         =							None
								__lowerCAmelCase         =							None







							def __iter__(						self  :  Dict ):
								"""simple docstring"""







								__lowerCAmelCase         =							self.head
								while self.head:
									yield node.data
									__lowerCAmelCase         =							node.next
									if node == self.head:
										break







							def __len__(						self  :  Dict ):
								"""simple docstring"""







								return sum(1 for _ in self )







							def __repr__(						self  :  str ):
								"""simple docstring"""







								return "->".join(str(snake_case__ ) for item in iter(self ) )







							def       UpperCAmelCase__					(						self  :  Optional[Any]      ,				snake_case__  :  Any ):
								"""simple docstring"""







								self.insert_nth(len(self )      ,				snake_case__ )







							def       UpperCAmelCase__					(						self  :  Union[str, Any]      ,				snake_case__  :  Any ):
								"""simple docstring"""







								self.insert_nth(0      ,				snake_case__ )







							def       UpperCAmelCase__					(						self  :  List[Any]      ,				snake_case__  :  int      ,				snake_case__  :  Any ):
								"""simple docstring"""







								if index < 0 or index > len(self ):
									raise IndexError("list index out of range." )
								__lowerCAmelCase         =							Node(snake_case__ )
								if self.head is None:
									__lowerCAmelCase         =							new_node  # first node points itself
									__lowerCAmelCase         =							__lowerCAmelCase         =							new_node
								elif index == 0:  # insert at head
									__lowerCAmelCase         =							self.head
									__lowerCAmelCase         =							__lowerCAmelCase         =							new_node
								else:
									__lowerCAmelCase         =							self.head
									for _ in range(index - 1 ):
										__lowerCAmelCase         =							temp.next
									__lowerCAmelCase         =							temp.next
									__lowerCAmelCase         =							new_node
									if index == len(self ) - 1:  # insert at tail
										__lowerCAmelCase         =							new_node







							def       UpperCAmelCase__					(						self  :  List[Any] ):
								"""simple docstring"""







								return self.delete_nth(0 )







							def       UpperCAmelCase__					(						self  :  Union[str, Any] ):
								"""simple docstring"""







								return self.delete_nth(len(self ) - 1 )







							def       UpperCAmelCase__					(						self  :  str      ,				snake_case__  :  int = 0 ):
								"""simple docstring"""







								if not 0 <= index < len(self ):
									raise IndexError("list index out of range." )
								__lowerCAmelCase         =							self.head
								if self.head == self.tail:  # just one node
									__lowerCAmelCase         =							__lowerCAmelCase         =							None
								elif index == 0:  # delete head node
									__lowerCAmelCase         =							self.tail.next.next
									__lowerCAmelCase         =							self.head.next
								else:
									__lowerCAmelCase         =							self.head
									for _ in range(index - 1 ):
										__lowerCAmelCase         =							temp.next
									__lowerCAmelCase         =							temp.next
									__lowerCAmelCase         =							temp.next.next
									if index == len(self ) - 1:  # delete at tail
										__lowerCAmelCase         =							temp
								return delete_node.data







							def       UpperCAmelCase__					(						self  :  str ):
								"""simple docstring"""







								return len(self ) == 0






def 		_UpperCAmelCase   (	):






	"""simple docstring"""


	__lowerCAmelCase         =							CircularLinkedList()
	assert len(UpperCamelCase  ) == 0
	assert circular_linked_list.is_empty() is True
	assert str(UpperCamelCase  ) == ""

	try:
		circular_linked_list.delete_front()
		raise AssertionError  # This should not happen
	except IndexError:
		assert True  # This should happen

	try:
		circular_linked_list.delete_tail()
		raise AssertionError  # This should not happen
	except IndexError:
		assert True  # This should happen

	try:
		circular_linked_list.delete_nth(-1  )
		raise AssertionError
	except IndexError:
		assert True

	try:
		circular_linked_list.delete_nth(0  )
		raise AssertionError
	except IndexError:
		assert True

	assert circular_linked_list.is_empty() is True
	for i in range(5  ):
		assert len(UpperCamelCase  ) == i
		circular_linked_list.insert_nth(UpperCamelCase			,							i + 1  )
	assert str(UpperCamelCase  ) == "->".join(str(UpperCamelCase  ) for i in range(1			,							6  )  )

	circular_linked_list.insert_tail(6  )
	assert str(UpperCamelCase  ) == "->".join(str(UpperCamelCase  ) for i in range(1			,							7  )  )
	circular_linked_list.insert_head(0  )
	assert str(UpperCamelCase  ) == "->".join(str(UpperCamelCase  ) for i in range(0			,							7  )  )

	assert circular_linked_list.delete_front() == 0
	assert circular_linked_list.delete_tail() == 6
	assert str(UpperCamelCase  ) == "->".join(str(UpperCamelCase  ) for i in range(1			,							6  )  )
	assert circular_linked_list.delete_nth(2  ) == 3

	circular_linked_list.insert_nth(2			,							3  )
	assert str(UpperCamelCase  ) == "->".join(str(UpperCamelCase  ) for i in range(1			,							6  )  )

	assert circular_linked_list.is_empty() is False


if __name__ == "__main__":
					import doctest

					doctest.testmod()






