




'''simple docstring'''




def   snake_case__			(       lowerCamelCase__ :      Dict	,						lowerCamelCase__ :      List[str]	)      ->      Any:
					# "Simpson Rule"
					# int(f) = delta_x/2 * (b-a)/3*(f1 + 4f2 + 2f_3 + ... + fn)
					A_       :   Tuple       =							(boundary[1] - boundary[0]) / steps
					A_       :   Tuple       =							boundary[0]
					A_       :   int       =							boundary[1]
					A_       :   int       =							make_points(SCREAMING_SNAKE_CASE_	,						SCREAMING_SNAKE_CASE_	,						SCREAMING_SNAKE_CASE_	)
					A_       :   Tuple       =							0.0
					y += (h / 3.0) * f(SCREAMING_SNAKE_CASE_	)
					A_       :   str       =							2
					for i in x_i:
										y += (h / 3) * (4 - 2 * (cnt % 2)) * f(SCREAMING_SNAKE_CASE_	)
										cnt += 1
					y += (h / 3.0) * f(SCREAMING_SNAKE_CASE_	)
					return y




def   snake_case__			(       lowerCamelCase__ :      Optional[int]	,						lowerCamelCase__ :      str	,						lowerCamelCase__ :      Tuple	)      ->      Optional[int]:
					A_       :   Tuple       =							a + h
					while x < (b - h):
										yield x
										A_       :   List[Any]       =							x + h




def   snake_case__			(       lowerCamelCase__ :      Optional[int]	)      ->      List[Any]:  # enter your function here
					A_       :   Dict       =							(x - 0) * (x - 0)
					return y




def   snake_case__			(       )      ->      Union[str, Any]:
					A_       :   Tuple       =							0.0  # Lower bound of integration
					A_       :   List[Any]       =							1.0  # Upper bound of integration
					A_       :   str       =							10.0  # define number of steps or resolution
					A_       :   List[str]       =							[a, b]  # define boundary of integration
					A_       :   Optional[int]       =							method_a(SCREAMING_SNAKE_CASE_	,						SCREAMING_SNAKE_CASE_	)
					print(f'y = {y}'	)


if __name__ == "__main__":
							main()





"""simple docstring"""




# Lint as: python3

import hashlib
from typing import Union

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

					return hash_data.encode('utf-8'			)




class      UpperCamelCase	(       __magic_name__      ):

				"""simple docstring"""



				def __init__(				self		,	lowercase__			)    ->    Dict:
									"""simple docstring"""







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






class      UpperCamelCase	(       __magic_name__      ):

				"""simple docstring"""



				def __init__(				self		,	lowercase__		,	lowercase__		,	lowercase__=""			)    ->    Tuple:
									"""simple docstring"""







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






class      UpperCamelCase	:

				"""simple docstring"""



				def __init__(				self		,	lowercase__			)    ->    Union[str, Any]:
									"""simple docstring"""







									SCREAMING_SNAKE_CASE				=	hashlib.mda(_as_bytes(lowercase__			)			)




				def 							A					(				self		,	lowercase__			)    ->    int:
									"""simple docstring"""







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