





"""simple docstring"""
import random







class 			a       :



 def __init__(    self							,					_snake_case							,					_snake_case    ):







  """simple docstring"""






  lowerCAmelCase													=   x
  lowerCAmelCase													=   y



 def       UpperCamelCase__     (    self    ):







  """simple docstring"""






  return (self.x**2 + self.y**2) <= 1



 @classmethod
 def       UpperCamelCase__     (    cls    ):







  """simple docstring"""






  return cls(x=random.random()							,					y=random.random()    )


def 		_SCREAMING_SNAKE_CASE (_UpperCAmelCase				:						int ):
 if number_of_simulations < 1:
  raise ValueError('At least one simulation is necessary to estimate PI.' )

 lowerCAmelCase													=   0
 for _ in range(_UpperCAmelCase ):
  lowerCAmelCase													=   Point.random_unit_square()

  if random_point.is_in_unit_circle():
   number_in_unit_circle += 1

 return 4 * number_in_unit_circle / number_of_simulations


if __name__ == "__main__":
       # import doctest

       # doctest.testmod()
       from math import pi

       __UpperCamelCase    :	List[Any]						=     '''Please enter the desired number of Monte Carlo simulations: '''
       __UpperCamelCase    :	Union[str, Any]						=     estimate_pi(int(input(prompt).strip()))
       print(f'''An estimate of PI is {my_pi} with an error of {abs(my_pi - pi)}''')












"""simple docstring"""
import unittest
from pathlib import Path

from transformers import is_vision_available, load_tool
from transformers.testing_utils import get_tests_dir

from .test_tools_common import ToolTesterMixin


if is_vision_available():
       from PIL import Image







class 			a       (      unittest.TestCase      ,   a__     ):



 def       UpperCamelCase__     (    self    ):







  """simple docstring"""






  lowerCAmelCase													=   load_tool('image-question-answering'    )
  self.tool.setup()
  lowerCAmelCase													=   load_tool('image-question-answering'							,					remote=_snake_case    )



 def       UpperCamelCase__     (    self    ):







  """simple docstring"""






  lowerCAmelCase													=   Image.open(Path(get_tests_dir('fixtures/tests_samples/COCO'    )    ) / '000000039769.png'    )
  lowerCAmelCase													=   self.tool(_snake_case							,					'How many cats are sleeping on the couch?'    )
  self.assertEqual(_snake_case							,					'2'    )



 def       UpperCamelCase__     (    self    ):







  """simple docstring"""






  lowerCAmelCase													=   Image.open(Path(get_tests_dir('fixtures/tests_samples/COCO'    )    ) / '000000039769.png'    )
  lowerCAmelCase													=   self.remote_tool(_snake_case							,					'How many cats are sleeping on the couch?'    )
  self.assertEqual(_snake_case							,					'2'    )



 def       UpperCamelCase__     (    self    ):







  """simple docstring"""






  lowerCAmelCase													=   Image.open(Path(get_tests_dir('fixtures/tests_samples/COCO'    )    ) / '000000039769.png'    )
  lowerCAmelCase													=   self.tool(image=_snake_case							,					question='How many cats are sleeping on the couch?'    )
  self.assertEqual(_snake_case							,					'2'    )



 def       UpperCamelCase__     (    self    ):







  """simple docstring"""






  lowerCAmelCase													=   Image.open(Path(get_tests_dir('fixtures/tests_samples/COCO'    )    ) / '000000039769.png'    )
  lowerCAmelCase													=   self.remote_tool(image=_snake_case							,					question='How many cats are sleeping on the couch?'    )
  self.assertEqual(_snake_case							,					'2'    )





