



"""simple docstring"""


from math import factorial, pi

def 			_lowerCAmelCase				(       lowercase_		,     lowercase_ = 30						):

						if not isinstance(lowercase_		,     (int, float)						):
												raise ValueError('maclaurin_sin() requires either an int or float for theta'						)

						if not isinstance(lowercase_		,     lowercase_						) or accuracy <= 0:
												raise ValueError('maclaurin_sin() requires a positive int for accuracy'						)

						UpperCAmelCase					=			float(lowercase_						)
						UpperCAmelCase					=			theta // (2 * pi)
						theta -= 2 * div * pi
						return sum(
						    (-1) ** r * theta ** (2 * r + 1) / factorial(2 * r + 1						) for r in range(lowercase_						)						)

def 			_lowerCAmelCase				(       lowercase_		,     lowercase_ = 30						):

						if not isinstance(lowercase_		,     (int, float)						):
												raise ValueError('maclaurin_cos() requires either an int or float for theta'						)

						if not isinstance(lowercase_		,     lowercase_						) or accuracy <= 0:
												raise ValueError('maclaurin_cos() requires a positive int for accuracy'						)

						UpperCAmelCase					=			float(lowercase_						)
						UpperCAmelCase					=			theta // (2 * pi)
						theta -= 2 * div * pi
						return sum((-1) ** r * theta ** (2 * r) / factorial(2 * r						) for r in range(lowercase_						)						)


if __name__ == "__main__":
				import doctest

				doctest.testmod()

				print(maclaurin_sin(10))
				print(maclaurin_sin(-10))
				print(maclaurin_sin(10, 15))
				print(maclaurin_sin(-10, 15))

				print(maclaurin_cos(5))
				print(maclaurin_cos(-5))
				print(maclaurin_cos(10, 15))
				print(maclaurin_cos(-10, 15))










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







class 				A_      (					SCREAMING_SNAKE_CASE_    ):



						"""simple docstring"""
						__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      UpperCAmelCase__					( self			:int       ,  lowercase_			:Tuple )    ->      int:
												return self.pre_processor(lowercase_       ,  return_tensors='pt'       ,  truncation=lowercase_ )






						def      UpperCAmelCase__					( self			:Dict       ,  lowercase_			:Dict )    ->      Optional[int]:
												return self.model.generate(**lowercase_ )[0]






						def      UpperCAmelCase__					( self			:Dict       ,  lowercase_			:Tuple )    ->      List[str]:
												return self.pre_processor.decode(lowercase_       ,  skip_special_tokens=lowercase_       ,  clean_up_tokenization_spaces=lowercase_ )





