





'''simple docstring'''







from __future__ import annotations

import math


class 					__a      :

							def __init__(							self							:     int       ,     __magic_name__							:     Optional[Any]   )					->       Dict:







													"""simple docstring"""
													UpperCAmelCase_			:      Optional[int]     						=  size
													# approximate the overall size of segment tree with given value
													UpperCAmelCase_			:      Optional[Any]     						=  [0 for i in range(0       ,     4 * size   )]
													# create array to store lazy update
													UpperCAmelCase_			:      List[Any]     						=  [0 for i in range(0       ,     4 * size   )]
													UpperCAmelCase_			:      Any     						=  [0 for i in range(0       ,     4 * size   )]  # flag for lazy update

							def     UpperCAmelCase__	(							self							:     Tuple       ,     __magic_name__							:     Optional[Any]   )					->       Optional[int]:







													"""simple docstring"""
													return idx * 2

							def     UpperCAmelCase__	(							self							:     Optional[int]       ,     __magic_name__							:     Tuple   )					->       str:







													"""simple docstring"""
													return idx * 2 + 1

							def     UpperCAmelCase__	(							self							:     str       ,     __magic_name__							:     str       ,     __magic_name__							:     Dict       ,     __magic_name__							:     Dict       ,     __magic_name__							:     Any   )					->       Dict:







													"""simple docstring"""

													if left_element == right_element:
																			UpperCAmelCase_			:      int     						=  a[left_element - 1]
													else:
																			UpperCAmelCase_			:      List[Any]     						=  (left_element + right_element) // 2
																			self.build(self.left(__magic_name__   )       ,     __magic_name__       ,     __magic_name__       ,     __magic_name__   )
																			self.build(self.right(__magic_name__   )       ,     mid + 1       ,     __magic_name__       ,     __magic_name__   )
																			UpperCAmelCase_			:      str     						=  max(
																			    self.segment_tree[self.left(__magic_name__   )]       ,     self.segment_tree[self.right(__magic_name__   )]   )

							def     UpperCAmelCase__	(							self							:     List[Any]       ,     __magic_name__							:     List[str]       ,     __magic_name__							:     Tuple       ,     __magic_name__							:     str       ,     __magic_name__							:     Union[str, Any]       ,     __magic_name__							:     Optional[int]       ,     __magic_name__							:     List[Any]   )					->       List[str]:







													"""simple docstring"""

													if self.flag[idx] is True:
																			UpperCAmelCase_			:      List[str]     						=  self.lazy[idx]
																			UpperCAmelCase_			:      Any     						=  False
																			if left_element != right_element:
																									UpperCAmelCase_			:      List[Any]     						=  self.lazy[idx]
																									UpperCAmelCase_			:      Any     						=  self.lazy[idx]
																									UpperCAmelCase_			:      Optional[Any]     						=  True
																									UpperCAmelCase_			:      Any     						=  True

													if right_element < a or left_element > b:
																			return True
													if left_element >= a and right_element <= b:
																			UpperCAmelCase_			:      Union[str, Any]     						=  val
																			if left_element != right_element:
																									UpperCAmelCase_			:      Union[str, Any]     						=  val
																									UpperCAmelCase_			:      List[Any]     						=  val
																									UpperCAmelCase_			:      Dict     						=  True
																									UpperCAmelCase_			:      Dict     						=  True
																			return True
													UpperCAmelCase_			:      List[Any]     						=  (left_element + right_element) // 2
													self.update(self.left(__magic_name__   )       ,     __magic_name__       ,     __magic_name__       ,     __magic_name__       ,     __magic_name__       ,     __magic_name__   )
													self.update(self.right(__magic_name__   )       ,     mid + 1       ,     __magic_name__       ,     __magic_name__       ,     __magic_name__       ,     __magic_name__   )
													UpperCAmelCase_			:      Optional[Any]     						=  max(
													    self.segment_tree[self.left(__magic_name__   )]       ,     self.segment_tree[self.right(__magic_name__   )]   )
													return True

							def     UpperCAmelCase__	(							self							:     Optional[Any]       ,     __magic_name__							:     Any       ,     __magic_name__							:     List[Any]       ,     __magic_name__							:     int       ,     __magic_name__							:     List[Any]       ,     __magic_name__							:     int   )					->       Optional[Any]:







													"""simple docstring"""

													if self.flag[idx] is True:
																			UpperCAmelCase_			:      Optional[int]     						=  self.lazy[idx]
																			UpperCAmelCase_			:      List[str]     						=  False
																			if left_element != right_element:
																									UpperCAmelCase_			:      Dict     						=  self.lazy[idx]
																									UpperCAmelCase_			:      Union[str, Any]     						=  self.lazy[idx]
																									UpperCAmelCase_			:      Optional[Any]     						=  True
																									UpperCAmelCase_			:      List[Any]     						=  True
													if right_element < a or left_element > b:
																			return -math.inf
													if left_element >= a and right_element <= b:
																			return self.segment_tree[idx]
													UpperCAmelCase_			:      List[str]     						=  (left_element + right_element) // 2
													UpperCAmelCase_			:      Dict     						=  self.query(self.left(__magic_name__   )       ,     __magic_name__       ,     __magic_name__       ,     __magic_name__       ,     __magic_name__   )
													UpperCAmelCase_			:      Union[str, Any]     						=  self.query(self.right(__magic_name__   )       ,     mid + 1       ,     __magic_name__       ,     __magic_name__       ,     __magic_name__   )
													return max(__magic_name__       ,     __magic_name__   )



							def __str__(							self							:     List[str]   )					->       List[Any]:







													"""simple docstring"""
													return str([self.query(1       ,     1       ,     self.size       ,     __magic_name__       ,     __magic_name__   ) for i in range(1       ,     self.size + 1   )]   )


if __name__ == "__main__":
					snake_case_     :       str						=  [1, 2, -4, 7, 3, -5, 6, 11, -20, 9, 14, 15, 5, 2, -8]
					snake_case_     :       str						=  15
					snake_case_     :       Union[str, Any]						=  SegmentTree(size)
					segt.build(1, 1, size, A)
					print(segt.query(1, 1, size, 4, 6))
					print(segt.query(1, 1, size, 7, 11))
					print(segt.query(1, 1, size, 7, 12))
					segt.update(1, 1, size, 1, 3, 1_11)
					print(segt.query(1, 1, size, 1, 15))
					segt.update(1, 1, size, 7, 8, 2_35)
					print(segt)












'''simple docstring'''







# Copyright 2023 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
from ..models.whisper import WhisperForConditionalGeneration, WhisperProcessor
from .base import PipelineTool


class 					__a      (lowerCamelCase     ):
							__a					:   List[Any]									=       "openai/whisper-base"
							__a					:   Optional[Any]									=       (
							    "This is a tool that transcribes an audio into text. It takes an input named `audio` and returns the "
							    "transcribed text."
							)
							__a					:   Any									=       "transcriber"
							__a					:   str									=       WhisperProcessor
							__a					:   List[Any]									=       WhisperForConditionalGeneration

							__a					:   int									=       ["audio"]
							__a					:   Optional[Any]									=       ["text"]

							def     UpperCAmelCase__	(							self							:     Dict       ,     __magic_name__							:     List[str]   )					->       Optional[int]:







													"""simple docstring"""
													return self.pre_processor(__magic_name__       ,     return_tensors='''pt'''   ).input_features

							def     UpperCAmelCase__	(							self							:     Dict       ,     __magic_name__							:     Dict   )					->       Tuple:







													"""simple docstring"""
													return self.model.generate(inputs=__magic_name__   )



							def     UpperCAmelCase__	(							self							:     List[str]       ,     __magic_name__							:     Dict   )					->       str:







													"""simple docstring"""
													return self.pre_processor.batch_decode(__magic_name__       ,     skip_special_tokens=__magic_name__   )[0]





