






"""simple docstring"""



from sympy import diff, lambdify, symbols
from sympy.functions import *  # noqa: F403
def 						_SCREAMING_SNAKE_CASE (    __snake_case			:  str		,					__snake_case			:  complex		,					__snake_case			:  str = "x"		,					__snake_case			:  float = 10**-10		,					__snake_case			:  int = 1		,					):





  '''simple docstring'''





  lowercase							    =       symbols(SCREAMING_SNAKE_CASE_    )
  lowercase							    =       lambdify(SCREAMING_SNAKE_CASE_		,					SCREAMING_SNAKE_CASE_    )
  lowercase							    =       lambdify(SCREAMING_SNAKE_CASE_		,					diff(SCREAMING_SNAKE_CASE_		,					SCREAMING_SNAKE_CASE_    )    )

  lowercase							    =       starting_point

  while True:
    if diff_function(SCREAMING_SNAKE_CASE_    ) != 0:
      lowercase							    =       prev_guess - multiplicity * func(SCREAMING_SNAKE_CASE_    ) / diff_function(
          SCREAMING_SNAKE_CASE_    )
    else:
      raise ZeroDivisionError('Could not find root'    ) from None

    # Precision is checked by comparing the difference of consecutive guesses
    if abs(next_guess - prev_guess    ) < precision:
      return next_guess

    lowercase							    =       next_guess


# 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
    # Find fourth Root of 5
    print(F'''The root of x**4 - 5 = 0 is {newton_raphson('x**4 -5', 0.4 +5J)}''')

    # Find value of e
    print(
        'The root of log(y) - 1 = 0 is ',
        F'''{newton_raphson('log(y) - 1', 2, variable='y')}''',
    )

    # Exponential Roots
    print(
        'The root of exp(x) - 1 = 0 is',
        F'''{newton_raphson('exp(x) - 1', 1_0, precision=0.0_0_5)}''',
    )

    # Find root of cos(x)
    print(F'''The root of cos(x) = 0 is {newton_raphson('cos(x)', 0)}''')








import pytest

from datasets import inspect_metric, list_metrics, load_metric







@pytest.fixture
def 	_a      (						SCREAMING_SNAKE_CASE_							:				Optional[Any]     ):
					monkeypatch.setattr("datasets.utils.deprecation_utils._emitted_deprecation_warnings"      ,      set()     )







@pytest.fixture
def 	_a      (						SCREAMING_SNAKE_CASE_							:				List[Any]     ):
					class 			a__    :






											def __init__(   self		,			_A			):




																"""simple docstring"""



																__lowerCAmelCase				   =       metric_id






					class 			a__    :
											_a							:    Optional[int]					=    [MetricMock(snake_case__      ) for metric_id in ["""accuracy""", """mse""", """precision""", """codeparrot/apps_metric"""]]






											def 				__SCREAMING_SNAKE_CASE(   self			):




																"""simple docstring"""



																return self._metrics






					monkeypatch.setattr("datasets.inspect.huggingface_hub"      ,      HfhMock()     )







@pytest.mark.parametrize(
    "func, args"      ,      [(load_metric, ("metrics/mse",)), (list_metrics, ()), (inspect_metric, ("metrics/mse", "tmp_path"))]     )
def 	_a      (						SCREAMING_SNAKE_CASE_							:				Tuple      ,      SCREAMING_SNAKE_CASE_							:				List[str]      ,      SCREAMING_SNAKE_CASE_							:				int      ,      SCREAMING_SNAKE_CASE_							:				Optional[int]      ,      SCREAMING_SNAKE_CASE_							:				Optional[int]     ):
					if "tmp_path" in args:
										__lowerCAmelCase				   =       tuple(arg if arg != "tmp_path" else tmp_path for arg in args     )
					with pytest.warns(SCREAMING_SNAKE_CASE_      ,      match="https://huggingface.co/docs/evaluate"     ):
										func(*SCREAMING_SNAKE_CASE_     )




