


from queue import Queue
from typing import TYPE_CHECKING, Optional


if TYPE_CHECKING:
   from ..models.auto import AutoTokenizer


class 			__lowerCAmelCase   :






  """simple docstring"""





  def     lowerCAmelCase__     (   self				:				Optional[Any]			, _lowerCAmelCase				:				Tuple     )      ->       Dict:




     """simple docstring"""
     raise NotImplementedError()



  def     lowerCAmelCase__     (   self				:				Tuple     )      ->       Any:




     """simple docstring"""
     raise NotImplementedError()






class 			__lowerCAmelCase   (       __SCREAMING_SNAKE_CASE    ):






  """simple docstring"""





  def __init__(   self				:				Dict			, _lowerCAmelCase				:				"AutoTokenizer"			, _lowerCAmelCase				:				bool = False			, **_lowerCAmelCase				:				int     )      ->       List[Any]:




     """simple docstring"""
     snake_case_    			=    tokenizer
     snake_case_    			=    skip_prompt
     snake_case_    			=    decode_kwargs

     # variables used in the streaming process
     snake_case_    			=    []
     snake_case_    			=    0
     snake_case_    			=    True



  def     lowerCAmelCase__     (   self				:				Any			, _lowerCAmelCase				:				List[Any]     )      ->       Any:




     """simple docstring"""



     if len(value.shape     ) > 1 and value.shape[0] > 1:
        raise ValueError("TextStreamer only supports batch size 1"     )
     elif len(value.shape     ) > 1:
        snake_case_    			=    value[0]

     if self.skip_prompt and self.next_tokens_are_prompt:
        snake_case_    			=    False
        return

     # Add the new token to the cache and decodes the entire thing.
     self.token_cache.extend(value.tolist()     )
     snake_case_    			=    self.tokenizer.decode(self.token_cache			, **self.decode_kwargs     )

     # After the symbol for a new line, we flush the cache.
     if text.endswith("\n"     ):
        snake_case_    			=    text[self.print_len :]
        snake_case_    			=    []
        snake_case_    			=    0
     # If the last token is a CJK character, we print the characters.
     elif len(UpperCAmelCase_     ) > 0 and self._is_chinese_char(ord(text[-1]     )     ):
        snake_case_    			=    text[self.print_len :]
        self.print_len += len(UpperCAmelCase_     )
     # Otherwise, prints until the last space char (simple heuristic to avoid printing incomplete words,
     # which may change with the subsequent token -- there are probably smarter ways to do this!)
     else:
        snake_case_    			=    text[self.print_len : text.rfind(" "     ) + 1]
        self.print_len += len(UpperCAmelCase_     )

     self.on_finalized_text(UpperCAmelCase_     )



  def     lowerCAmelCase__     (   self				:				Optional[Any]     )      ->       List[Any]:




     """simple docstring"""



     if len(self.token_cache     ) > 0:
        snake_case_    			=    self.tokenizer.decode(self.token_cache			, **self.decode_kwargs     )
        snake_case_    			=    text[self.print_len :]
        snake_case_    			=    []
        snake_case_    			=    0
     else:
        snake_case_    			=    ""

     snake_case_    			=    True
     self.on_finalized_text(UpperCAmelCase_			, stream_end=UpperCAmelCase_     )



  def     lowerCAmelCase__     (   self				:				List[Any]			, _lowerCAmelCase				:				str			, _lowerCAmelCase				:				bool = False     )      ->       int:




     """simple docstring"""
     print(UpperCAmelCase_			, flush=UpperCAmelCase_			, end="" if not stream_end else None     )



  def     lowerCAmelCase__     (   self				:				Tuple			, _lowerCAmelCase				:				Optional[int]     )      ->       int:




     """simple docstring"""



     if (
         (cp >= 0X4_E_0_0 and cp <= 0X9_F_F_F)
         or (cp >= 0X3_4_0_0 and cp <= 0X4_D_B_F)  #
         or (cp >= 0X2_0_0_0_0 and cp <= 0X2_A_6_D_F)  #
         or (cp >= 0X2_A_7_0_0 and cp <= 0X2_B_7_3_F)  #
         or (cp >= 0X2_B_7_4_0 and cp <= 0X2_B_8_1_F)  #
         or (cp >= 0X2_B_8_2_0 and cp <= 0X2_C_E_A_F)  #
         or (cp >= 0XF_9_0_0 and cp <= 0XF_A_F_F)
         or (cp >= 0X2_F_8_0_0 and cp <= 0X2_F_A_1_F)  #
     ):  #
        return True

     return False






class 			__lowerCAmelCase   (       __SCREAMING_SNAKE_CASE    ):






  """simple docstring"""





  def __init__(   self				:				Union[str, Any]			, _lowerCAmelCase				:				"AutoTokenizer"			, _lowerCAmelCase				:				bool = False			, _lowerCAmelCase				:				Optional[float] = None			, **_lowerCAmelCase				:				Optional[int]     )      ->       Optional[Any]:




     """simple docstring"""
     super().__init__(UpperCAmelCase_			, UpperCAmelCase_			, **UpperCAmelCase_     )
     snake_case_    			=    Queue()
     snake_case_    			=    None
     snake_case_    			=    timeout



  def     lowerCAmelCase__     (   self				:				Optional[int]			, _lowerCAmelCase				:				str			, _lowerCAmelCase				:				bool = False     )      ->       Union[str, Any]:




     """simple docstring"""
     self.text_queue.put(UpperCAmelCase_			, timeout=self.timeout     )
     if stream_end:
        self.text_queue.put(self.stop_signal			, timeout=self.timeout     )



  def __iter__(   self				:				List[str]     )      ->       Dict:




     """simple docstring"""
     return self



  def     lowerCAmelCase__     (   self				:				Any     )      ->       List[Any]:




     """simple docstring"""
     snake_case_    			=    self.text_queue.get(timeout=self.timeout     )
     if value == self.stop_signal:
        raise StopIteration()
     else:
        return value











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)}')

