



import hashlib
from typing import Union


def 						UpperCAmelCase__   (   UpperCAmelCase__			:Union[str, int, bytes]       ):






 '''simple docstring'''

 if isinstance(_a			,       _a       ):
  # Data already in bytes, returns as it as
  return hash_data
 elif isinstance(_a			,       _a       ):
  # We keep the data as it as for it ot be later encoded to UTF-8
  # However replace `\\` with `/` for Windows compatibility
  a							=		hash_data.replace("\\"			,       "/"       )
 elif isinstance(_a			,       _a       ):
  a							=		str(_a       )
 else:
  # If data is not of the required type, raise error
  raise InvalidKeyError(_a       )

 return hash_data.encode("utf-8"       )



class 		_lowercase		(							__a						):

   def __init__(   self      :							List[Any]				, __lowerCAmelCase      :							List[Any]				)							->					Dict:


    """simple docstring"""






    a							=		"\nFAILURE TO GENERATE DATASET: Invalid key type detected"
    a							=		f"""\nFound Key {hash_data} of type {type(__lowerCAmelCase				)}"""
    a							=		"\nKeys should be either str, int or bytes type"
    super().__init__(f"""{self.prefix}{self.err_msg}{self.suffix}"""				)



class 		_lowercase		(							__a						):

   def __init__(   self      :							int				, __lowerCAmelCase      :							int				, __lowerCAmelCase      :							Union[str, Any]				, __lowerCAmelCase      :							List[Any]=""				)							->					List[Any]:


    """simple docstring"""






    a							=		key
    a							=		duplicate_key_indices
    a							=		fix_msg
    a							=		"Found multiple examples generated with the same key"
    if len(__lowerCAmelCase				) <= 20:
     a							=		f"""\nThe examples at index {", ".join(__lowerCAmelCase				)} have the key {key}"""
    else:
     a							=		f"""\nThe examples at index {", ".join(duplicate_key_indices[:20]				)}... ({len(__lowerCAmelCase				) - 20} more) have the key {key}"""
    a							=		"\n" + fix_msg if fix_msg else ""
    super().__init__(f"""{self.prefix}{self.err_msg}{self.suffix}"""				)



class 		_lowercase		:

   def __init__(   self      :							Union[str, Any]				, __lowerCAmelCase      :							str				)							->					List[str]:


    """simple docstring"""






    a							=		hashlib.mda(_as_bytes(__lowerCAmelCase				)				)




   def 		A				(   self      :							Tuple				, __lowerCAmelCase      :							Union[str, int, bytes]				)							->					List[Any]:


    """simple docstring"""






    a							=		self._split_mda.copy()
    a							=		_as_bytes(__lowerCAmelCase				)
    mda.update(__lowerCAmelCase				)
    # Convert to integer with hexadecimal conversion
    return int(mda.hexdigest()				, 16				)







'''simple docstring'''







def 		snake_case_				(_a      :				float       ,  _a      :				float       ,  _a      :				float	):
    if hue < 0 or hue > 3_6_0:
        raise Exception('''hue should be between 0 and 360'''	)

    if saturation < 0 or saturation > 1:
        raise Exception('''saturation should be between 0 and 1'''	)

    if value < 0 or value > 1:
        raise Exception('''value should be between 0 and 1'''	)

    UpperCAmelCase     			=						value * saturation
    UpperCAmelCase     			=						hue / 6_0
    UpperCAmelCase     			=						chroma * (1 - abs(hue_section % 2 - 1	))
    UpperCAmelCase     			=						value - chroma

    if hue_section >= 0 and hue_section <= 1:
        UpperCAmelCase     			=						round(2_5_5 * (chroma + match_value)	)
        UpperCAmelCase     			=						round(2_5_5 * (second_largest_component + match_value)	)
        UpperCAmelCase     			=						round(2_5_5 * (match_value)	)
    elif hue_section > 1 and hue_section <= 2:
        UpperCAmelCase     			=						round(2_5_5 * (second_largest_component + match_value)	)
        UpperCAmelCase     			=						round(2_5_5 * (chroma + match_value)	)
        UpperCAmelCase     			=						round(2_5_5 * (match_value)	)
    elif hue_section > 2 and hue_section <= 3:
        UpperCAmelCase     			=						round(2_5_5 * (match_value)	)
        UpperCAmelCase     			=						round(2_5_5 * (chroma + match_value)	)
        UpperCAmelCase     			=						round(2_5_5 * (second_largest_component + match_value)	)
    elif hue_section > 3 and hue_section <= 4:
        UpperCAmelCase     			=						round(2_5_5 * (match_value)	)
        UpperCAmelCase     			=						round(2_5_5 * (second_largest_component + match_value)	)
        UpperCAmelCase     			=						round(2_5_5 * (chroma + match_value)	)
    elif hue_section > 4 and hue_section <= 5:
        UpperCAmelCase     			=						round(2_5_5 * (second_largest_component + match_value)	)
        UpperCAmelCase     			=						round(2_5_5 * (match_value)	)
        UpperCAmelCase     			=						round(2_5_5 * (chroma + match_value)	)
    else:
        UpperCAmelCase     			=						round(2_5_5 * (chroma + match_value)	)
        UpperCAmelCase     			=						round(2_5_5 * (match_value)	)
        UpperCAmelCase     			=						round(2_5_5 * (second_largest_component + match_value)	)

    return [red, green, blue]





def 		snake_case_				(_a      :				int       ,  _a      :				int       ,  _a      :				int	):
    if red < 0 or red > 2_5_5:
        raise Exception('''red should be between 0 and 255'''	)

    if green < 0 or green > 2_5_5:
        raise Exception('''green should be between 0 and 255'''	)

    if blue < 0 or blue > 2_5_5:
        raise Exception('''blue should be between 0 and 255'''	)

    UpperCAmelCase     			=						red / 2_5_5
    UpperCAmelCase     			=						green / 2_5_5
    UpperCAmelCase     			=						blue / 2_5_5
    UpperCAmelCase     			=						max(_a       ,  _a       ,  _a	)
    UpperCAmelCase     			=						value - min(_a       ,  _a       ,  _a	)
    UpperCAmelCase     			=						0 if value == 0 else chroma / value

    if chroma == 0:
        UpperCAmelCase     			=						0.0
    elif value == float_red:
        UpperCAmelCase     			=						6_0 * (0 + (float_green - float_blue) / chroma)
    elif value == float_green:
        UpperCAmelCase     			=						6_0 * (2 + (float_blue - float_red) / chroma)
    else:
        UpperCAmelCase     			=						6_0 * (4 + (float_red - float_green) / chroma)

    UpperCAmelCase     			=						(hue + 3_6_0) % 3_6_0

    return [hue, saturation, value]







def 		snake_case_				(_a      :				list[float]       ,  _a      :				list[float]	):
    UpperCAmelCase     			=						abs(hsv_a[0] - hsv_a[0]	) < 0.2
    UpperCAmelCase     			=						abs(hsv_a[1] - hsv_a[1]	) < 0.002
    UpperCAmelCase     			=						abs(hsv_a[2] - hsv_a[2]	) < 0.002

    return check_hue and check_saturation and check_value




