
import unittest

from transformers.testing_utils import CaptureStdout
from transformers.tools.python_interpreter import evaluate






def 						__magic_name__			(   __a      :	Dict						):



     '''simple docstring'''




     return x + 2




class      __A(    unittest.TestCase			):

  """simple docstring"""







  def 	UpperCAmelCase_ (self						):
       UpperCamelCase__				=    """x = 3"""
       UpperCamelCase__				=    {}
       UpperCamelCase__				=    evaluate(SCREAMING_SNAKE_CASE_	,      {}	,      state=SCREAMING_SNAKE_CASE_						)
       assert result == 3
       self.assertDictEqual(SCREAMING_SNAKE_CASE_	,      {"""x""": 3}						)

       UpperCamelCase__				=    """x = y"""
       UpperCamelCase__				=    {"""y""": 5}
       UpperCamelCase__				=    evaluate(SCREAMING_SNAKE_CASE_	,      {}	,      state=SCREAMING_SNAKE_CASE_						)
       # evaluate returns the value of the last assignment.
       assert result == 5
       self.assertDictEqual(SCREAMING_SNAKE_CASE_	,      {"""x""": 5, """y""": 5}						)







  def 	UpperCAmelCase_ (self						):
       UpperCamelCase__				=    """y = add_two(x)"""
       UpperCamelCase__				=    {"""x""": 3}
       UpperCamelCase__				=    evaluate(SCREAMING_SNAKE_CASE_	,      {"""add_two""": add_two}	,      state=SCREAMING_SNAKE_CASE_						)
       assert result == 5
       self.assertDictEqual(SCREAMING_SNAKE_CASE_	,      {"""x""": 3, """y""": 5}						)

       # Won't work without the tool
       with CaptureStdout() as out:
            UpperCamelCase__				=    evaluate(SCREAMING_SNAKE_CASE_	,      {}	,      state=SCREAMING_SNAKE_CASE_						)
       assert result is None
       assert "tried to execute add_two" in out.out







  def 	UpperCAmelCase_ (self						):
       UpperCamelCase__				=    """x = 3"""
       UpperCamelCase__				=    {}
       UpperCamelCase__				=    evaluate(SCREAMING_SNAKE_CASE_	,      {}	,      state=SCREAMING_SNAKE_CASE_						)
       assert result == 3
       self.assertDictEqual(SCREAMING_SNAKE_CASE_	,      {"""x""": 3}						)







  def 	UpperCAmelCase_ (self						):
       UpperCamelCase__				=    """test_dict = {'x': x, 'y': add_two(x)}"""
       UpperCamelCase__				=    {"""x""": 3}
       UpperCamelCase__				=    evaluate(SCREAMING_SNAKE_CASE_	,      {"""add_two""": add_two}	,      state=SCREAMING_SNAKE_CASE_						)
       self.assertDictEqual(SCREAMING_SNAKE_CASE_	,      {"""x""": 3, """y""": 5}						)
       self.assertDictEqual(SCREAMING_SNAKE_CASE_	,      {"""x""": 3, """test_dict""": {"""x""": 3, """y""": 5}}						)







  def 	UpperCAmelCase_ (self						):
       UpperCamelCase__				=    """x = 3\ny = 5"""
       UpperCamelCase__				=    {}
       UpperCamelCase__				=    evaluate(SCREAMING_SNAKE_CASE_	,      {}	,      state=SCREAMING_SNAKE_CASE_						)
       # evaluate returns the value of the last assignment.
       assert result == 5
       self.assertDictEqual(SCREAMING_SNAKE_CASE_	,      {"""x""": 3, """y""": 5}						)







  def 	UpperCAmelCase_ (self						):
       UpperCamelCase__				=    """text = f'This is x: {x}.'"""
       UpperCamelCase__				=    {"""x""": 3}
       UpperCamelCase__				=    evaluate(SCREAMING_SNAKE_CASE_	,      {}	,      state=SCREAMING_SNAKE_CASE_						)
       # evaluate returns the value of the last assignment.
       assert result == "This is x: 3."
       self.assertDictEqual(SCREAMING_SNAKE_CASE_	,      {"""x""": 3, """text""": """This is x: 3."""}						)







  def 	UpperCAmelCase_ (self						):
       UpperCamelCase__				=    """if x <= 3:\n    y = 2\nelse:\n    y = 5"""
       UpperCamelCase__				=    {"""x""": 3}
       UpperCamelCase__				=    evaluate(SCREAMING_SNAKE_CASE_	,      {}	,      state=SCREAMING_SNAKE_CASE_						)
       # evaluate returns the value of the last assignment.
       assert result == 2
       self.assertDictEqual(SCREAMING_SNAKE_CASE_	,      {"""x""": 3, """y""": 2}						)

       UpperCamelCase__				=    {"""x""": 8}
       UpperCamelCase__				=    evaluate(SCREAMING_SNAKE_CASE_	,      {}	,      state=SCREAMING_SNAKE_CASE_						)
       # evaluate returns the value of the last assignment.
       assert result == 5
       self.assertDictEqual(SCREAMING_SNAKE_CASE_	,      {"""x""": 8, """y""": 5}						)







  def 	UpperCAmelCase_ (self						):
       UpperCamelCase__				=    """test_list = [x, add_two(x)]"""
       UpperCamelCase__				=    {"""x""": 3}
       UpperCamelCase__				=    evaluate(SCREAMING_SNAKE_CASE_	,      {"""add_two""": add_two}	,      state=SCREAMING_SNAKE_CASE_						)
       self.assertListEqual(SCREAMING_SNAKE_CASE_	,      [3, 5]						)
       self.assertDictEqual(SCREAMING_SNAKE_CASE_	,      {"""x""": 3, """test_list""": [3, 5]}						)







  def 	UpperCAmelCase_ (self						):
       UpperCamelCase__				=    """y = x"""
       UpperCamelCase__				=    {"""x""": 3}
       UpperCamelCase__				=    evaluate(SCREAMING_SNAKE_CASE_	,      {}	,      state=SCREAMING_SNAKE_CASE_						)
       assert result == 3
       self.assertDictEqual(SCREAMING_SNAKE_CASE_	,      {"""x""": 3, """y""": 3}						)







  def 	UpperCAmelCase_ (self						):
       UpperCamelCase__				=    """test_list = [x, add_two(x)]\ntest_list[1]"""
       UpperCamelCase__				=    {"""x""": 3}
       UpperCamelCase__				=    evaluate(SCREAMING_SNAKE_CASE_	,      {"""add_two""": add_two}	,      state=SCREAMING_SNAKE_CASE_						)
       assert result == 5
       self.assertDictEqual(SCREAMING_SNAKE_CASE_	,      {"""x""": 3, """test_list""": [3, 5]}						)

       UpperCamelCase__				=    """test_dict = {'x': x, 'y': add_two(x)}\ntest_dict['y']"""
       UpperCamelCase__				=    {"""x""": 3}
       UpperCamelCase__				=    evaluate(SCREAMING_SNAKE_CASE_	,      {"""add_two""": add_two}	,      state=SCREAMING_SNAKE_CASE_						)
       assert result == 5
       self.assertDictEqual(SCREAMING_SNAKE_CASE_	,      {"""x""": 3, """test_dict""": {"""x""": 3, """y""": 5}}						)







  def 	UpperCAmelCase_ (self						):
       UpperCamelCase__				=    """x = 0\nfor i in range(3):\n    x = i"""
       UpperCamelCase__				=    {}
       UpperCamelCase__				=    evaluate(SCREAMING_SNAKE_CASE_	,      {"""range""": range}	,      state=SCREAMING_SNAKE_CASE_						)
       assert result == 2
       self.assertDictEqual(SCREAMING_SNAKE_CASE_	,      {"""x""": 2, """i""": 2}						)







from PIL import Image






def 						__magic_name__			(   __a      :	Image						):



     '''simple docstring'''




     UpperCamelCase__		,	UpperCamelCase__				=    image.size
     UpperCamelCase__				=    0
     UpperCamelCase__				=    image.load()
     for i in range(__a						):
          for j in range(__a						):
               UpperCamelCase__				=    pixels[j, i]
               mean += pixel
     mean //= width * height

     for j in range(__a						):
          for i in range(__a						):
               UpperCamelCase__				=    255 if pixels[i, j] > mean else 0
     return image


if __name__ == "__main__":
    lowerCamelCase_						     =					mean_threshold(Image.open('''path_to_image''').convert('''L'''))
    image.save('''output_image_path''')





