





# 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    _SCREAMING_SNAKE_CASE						(	__SCREAMING_SNAKE_CASE    ):







 '''simple docstring'''
 lowercase_		=			"philschmid/bart-large-cnn-samsum"
 lowercase_		=			(
     "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."
 )
 lowercase_		=			"summarizer"
 lowercase_		=			AutoTokenizer
 lowercase_		=			AutoModelForSeqaSeqLM

 lowercase_		=			["text"]
 lowercase_		=			["text"]

 def 							SCREAMING_SNAKE_CASE_					(self				:   List[Any]       , UpperCAmelCase_				:   int)       ->Dict:



   '''simple docstring'''



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

 def 							SCREAMING_SNAKE_CASE_					(self				:   str       , UpperCAmelCase_				:   int)       ->List[str]:



   '''simple docstring'''



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







 def 							SCREAMING_SNAKE_CASE_					(self				:   int       , UpperCAmelCase_				:   Tuple)       ->Optional[int]:



   '''simple docstring'''



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








from __future__ import annotations

from decimal import Decimal
from math import *  # noqa: F403

from sympy import diff





def      lowerCAmelCase_ (       __a	,    __a	,    __a = 10**-10		)     ->		float:







  """simple docstring"""





  lowerCamelCase__:      str			  =a
  while True:
    lowerCamelCase__:      Optional[Any]			  =Decimal(__a		) - (
        Decimal(eval(__a		)		) / Decimal(eval(str(diff(__a		)		)		)		)  # noqa: S307
    )
    # This number dictates the accuracy of the answer
    if abs(eval(__a		)		) < precision:  # noqa: S307
      return float(__a		)


# Let's Execute
if __name__ == "__main__":
     # Find root of trigonometric function
     # Find value of pi
     print(f'The root of sin(x) = 0 is {newton_raphson("sin(x)", 2)}')
     # Find root of polynomial
     print(f'The root of x**2 - 5*x + 2 = 0 is {newton_raphson("x**2 - 5*x + 2", 0.4)}')
     # Find Square Root of 5
     print(f'The root of log(x) - 1 = 0 is {newton_raphson("log(x) - 1", 2)}')
     # Exponential Roots
     print(f'The root of exp(x) - 1 = 0 is {newton_raphson("exp(x) - 1", 0)}')

