




# 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.auto import AutoModelForSeqaSeqLM, AutoTokenizer
from .base import PipelineTool




class 		__A   (      UpperCamelCase__      ):
						UpperCamelCase      =       """philschmid/bart-large-cnn-samsum"""
						UpperCamelCase      =       (
						    """This is a tool that summarizes an English text. It takes an input `text` containing the text to summarize, """
						    """and returns a summary of the text."""
						)
						UpperCamelCase      =       """summarizer"""
						UpperCamelCase      =       AutoTokenizer
						UpperCamelCase      =       AutoModelForSeqaSeqLM

						UpperCamelCase      =       ["""text"""]
						UpperCamelCase      =       ["""text"""]

						def      A__    (		self :Union[str, Any]     ,			__snake_case :Tuple			):
										'''simple docstring'''

										return self.pre_processor(__snake_case     ,			return_tensors="""pt"""     ,			truncation=__snake_case			)

						def      A__    (		self :str     ,			__snake_case :Optional[int]			):
										'''simple docstring'''

										return self.model.generate(**__snake_case			)[0]


						def      A__    (		self :Optional[Any]     ,			__snake_case :List[Any]			):
										'''simple docstring'''

										return self.pre_processor.decode(__snake_case     ,			skip_special_tokens=__snake_case     ,			clean_up_tokenization_spaces=__snake_case			)










UpperCAmelCase_		:					Tuple          =  0  # The first color of the flag.
UpperCAmelCase_		:					Any          =  1  # The second color of the flag.
UpperCAmelCase_		:					str          =  2  # The third color of the flag.
UpperCAmelCase_		:					Tuple          =  (red, white, blue)




def 		lowerCAmelCase_ (						lowerCamelCase ):
				if not sequence:
								return []
				if len(lowerCamelCase ) == 1:
								return list(lowerCamelCase )
				__magic_name__						:						int										=0
				__magic_name__						:						str										=len(lowerCamelCase ) - 1
				__magic_name__						:						Optional[Any]										=0
				while mid <= high:
								if sequence[mid] == colors[0]:
												__magic_name__					,			__magic_name__						:						Tuple										=sequence[mid], sequence[low]
												low += 1
												mid += 1
								elif sequence[mid] == colors[1]:
												mid += 1
								elif sequence[mid] == colors[2]:
												__magic_name__					,			__magic_name__						:						Optional[Any]										=sequence[high], sequence[mid]
												high -= 1
								else:
												__magic_name__						:						Optional[int]										=F"The elements inside the sequence must contains only {colors} values"
												raise ValueError(lowerCamelCase )
				return sequence


if __name__ == "__main__":
							import doctest

							doctest.testmod()

							UpperCAmelCase_		:					List[Any]          =  input("Enter numbers separated by commas:\n").strip()
							UpperCAmelCase_		:					Optional[int]          =  [int(item.strip()) for item in user_input.split(",")]
							print(F"""{dutch_national_flag_sort(unsorted)}""")




