
"""simple docstring"""





from __future__ import annotations

import math

_a		       =							'2020.9.26'
_a		       =							'xcodz-dot, cclaus, dhruvmanila'







def 	__a     (		__lowerCamelCase,		__lowerCamelCase,		__lowerCamelCase,		__lowerCamelCase,		__lowerCamelCase  ):
   if not all(isinstance(__lowerCamelCase,		(float, int)  ) for val in locals().values()  ):
      UpperCAmelCase_					:					Dict			     =    f"""Input values must either be float or int: {list(locals().values()  )}"""
      raise TypeError(__lowerCamelCase  )
   UpperCAmelCase_					:					Optional[Any]			     =    ((x * distance) / (z + distance)) * scale
   UpperCAmelCase_					:					List[Any]			     =    ((y * distance) / (z + distance)) * scale
   return projected_x, projected_y







def 	__a     (		__lowerCamelCase,		__lowerCamelCase,		__lowerCamelCase,		__lowerCamelCase,		__lowerCamelCase  ):
   if not isinstance(__lowerCamelCase,		__lowerCamelCase  ):
      raise TypeError("Axis must be a str"  )
   UpperCAmelCase_					:					str			     =    locals()
   del input_variables["axis"]
   if not all(isinstance(__lowerCamelCase,		(float, int)  ) for val in input_variables.values()  ):
      UpperCAmelCase_					:					int			     =    (
          "Input values except axis must either be float or int: "
          f"""{list(input_variables.values()  )}"""
      )
      raise TypeError(__lowerCamelCase  )
   UpperCAmelCase_					:					List[str]			     =    (angle % 360) / 450 * 180 / math.pi
   if axis == "z":
      UpperCAmelCase_					:					Union[str, Any]			     =    x * math.cos(__lowerCamelCase  ) - y * math.sin(__lowerCamelCase  )
      UpperCAmelCase_					:					List[Any]			     =    y * math.cos(__lowerCamelCase  ) + x * math.sin(__lowerCamelCase  )
      UpperCAmelCase_					:					Union[str, Any]			     =    z
   elif axis == "x":
      UpperCAmelCase_					:					Tuple			     =    y * math.cos(__lowerCamelCase  ) - z * math.sin(__lowerCamelCase  )
      UpperCAmelCase_					:					Optional[Any]			     =    z * math.cos(__lowerCamelCase  ) + y * math.sin(__lowerCamelCase  )
      UpperCAmelCase_					:					Tuple			     =    x
   elif axis == "y":
      UpperCAmelCase_					:					Optional[Any]			     =    x * math.cos(__lowerCamelCase  ) - z * math.sin(__lowerCamelCase  )
      UpperCAmelCase_					:					str			     =    z * math.cos(__lowerCamelCase  ) + x * math.sin(__lowerCamelCase  )
      UpperCAmelCase_					:					List[str]			     =    y
   else:
      raise ValueError("not a valid axis, choose one of 'x', 'y', 'z'"  )

   return new_x, new_y, new_z


if __name__ == "__main__":
    import doctest

    doctest.testmod()
    print(f"""{convert_to_ad(1.0, 2.0, 3.0, 10.0, 10.0) = }""")
    print(f"""{rotate(1.0, 2.0, 3.0, 'y', 90.0) = }""")




"""simple docstring"""





from unittest import TestCase

from datasets import Dataset
from minhash_deduplication import deduplicate_dataset, make_duplicate_clusters







def 	__a     (		):
   UpperCAmelCase_					:					List[Any]			     =    {
       "repo_name": ["test_repo1", "test_repo2", "test_repo3"],
       "path": ["test_1.py", "test_2.py", "unit_test.py"],
       "content": ["a " * 20, "a " * 30, "b " * 7],
   }
   UpperCAmelCase_					:					Optional[int]			     =    Dataset.from_dict(__lowerCamelCase  )
   return dataset


class A_	(lowercase__      ):




  '''simple docstring'''







  def        UpperCamelCase__					(		self  ):

     """simple docstring"""
     UpperCAmelCase_					:					Union[str, Any]			     =    get_dataset()
     UpperCAmelCase_					:					Any			     =    make_duplicate_clusters(lowercase_				,   0.85  )
     self.assertEqual(len(duplicate_clusters[0]  )				,   2  )







  def        UpperCamelCase__					(		self  ):

     """simple docstring"""
     UpperCAmelCase_					:					List[str]			     =    get_dataset()
     UpperCAmelCase_     ,   UpperCAmelCase_					:					List[str]			     =    deduplicate_dataset(lowercase_  )
     self.assertEqual(len(lowercase_  )				,   2  )
     print(lowercase_  )
     self.assertEqual(duplicate_clusters[0][0]["copies"]				,   2  )
     self.assertEqual(duplicate_clusters[0][0]["is_extreme"]				,   lowercase_  )


