



class  __lowerCAmelCase			:




				def __init__(							self						,    _snake_case=None		):



									"""simple docstring"""





									_lowerCAmelCase      =   data
									_lowerCAmelCase      =   None




				def __repr__(							self		):



									"""simple docstring"""





									_lowerCAmelCase      =   """"""
									_lowerCAmelCase      =   self
									while temp:
														string_rep += F'<{temp.data}> ---> '
														_lowerCAmelCase      =   temp.next
									string_rep += "<END>"
									return string_rep


def 		_UpperCAmelCase    (				snake_case      ):





					"""simple docstring"""

					if not elements_list:
										raise Exception("""The Elements List is empty"""      )

					# Set first element as Head
					_lowerCAmelCase      =   Node(elements_list[0]      )
					_lowerCAmelCase      =   head
					# Loop through elements from position 1
					for data in elements_list[1:]:
										_lowerCAmelCase      =   Node(snake_case      )
										_lowerCAmelCase      =   current.next
					return head


A__     				=	[1, 3, 5, 32, 44, 12, 43]
print(f"List: {list_data}")
print("""Creating Linked List from List.""")
A__     				=	make_linked_list(list_data)
print("""Linked List:""")
print(linked_list)








# Lint as: python3

import hashlib
from typing import Union


def 		_UpperCAmelCase    (				snake_case      ):





					"""simple docstring"""

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

					return hash_data.encode("""utf-8"""      )





class  __lowerCAmelCase			(					lowerCamelCase__	):




				def __init__(							self						,    _snake_case		):



									"""simple docstring"""





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





class  __lowerCAmelCase			(					lowerCamelCase__	):




				def __init__(							self						,    _snake_case						,    _snake_case						,    _snake_case=""		):



									"""simple docstring"""





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





class  __lowerCAmelCase			:




				def __init__(							self						,    _snake_case		):



									"""simple docstring"""





									_lowerCAmelCase      =   hashlib.mda(_as_bytes(_snake_case		)		)




				def 							snake_case       (							self						,    _snake_case		):



									"""simple docstring"""





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



