






"""simple docstring"""



# Lint as: python3

import hashlib
from typing import Union
def 		_SCREAMING_SNAKE_CASE					(       __snake_case     :    Union[str, int, bytes]       ):





  '''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
    lowercase				       =			hash_data.replace('\\'						,   '/'       )
  elif isinstance(__snake_case						,   __snake_case       ):
    lowercase				       =			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 			a	(  a_      ):







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


class 			a	(  a_      ):







    def __init__(     self				,						_lowerCamelCase				,						_lowerCamelCase				,						_lowerCamelCase=""			):
      lowercase				       =			key
      lowercase				       =			duplicate_key_indices
      lowercase				       =			fix_msg
      lowercase				       =			'Found multiple examples generated with the same key'
      if len(_lowerCamelCase			) <= 2_0:
        lowercase				       =			F'\nThe examples at index {", ".join(_lowerCamelCase			)} have the key {key}'
      else:
        lowercase				       =			F'\nThe examples at index {", ".join(duplicate_key_indices[:2_0]			)}... ({len(_lowerCamelCase			) - 2_0} more) have the key {key}'
      lowercase				       =			'\n' + fix_msg if fix_msg else ''
      super().__init__(F'{self.prefix}{self.err_msg}{self.suffix}'			)


class 			a	:







    def __init__(     self				,						_lowerCamelCase			):
      lowercase				       =			hashlib.mda(_as_bytes(_lowerCamelCase			)			)







    def      UpperCamelCase_ (     self				,						_lowerCamelCase			):
      lowercase				       =			self._split_mda.copy()
      lowercase				       =			_as_bytes(_lowerCamelCase			)
      mda.update(_lowerCamelCase			)
      # Convert to integer with hexadecimal conversion
      return int(mda.hexdigest()				,						1_6			)










"""simple docstring"""



from __future__ import annotations

import random
from collections.abc import Iterable
from typing import Any, Generic, TypeVar

_UpperCamelCase						:    Optional[int]		=						TypeVar('T', bound=bool)

class 			a	(  Generic[T]      ):







    def __init__(     self				,						_lowerCamelCase			):
      lowercase				       =			value
      lowercase				       =			None
      lowercase				       =			None







    @property
    def      UpperCamelCase_ (     self			):
      return self._value







    @staticmethod
    def      UpperCamelCase_ (     _lowerCamelCase				,						_lowerCamelCase			):
      if not roota:
        return roota

      if not roota:
        return roota

      if roota.value > roota.value:
        lowercase       ,	lowercase				       =			roota, roota

      if random.choice([True, False]			):
        lowercase       ,	lowercase				       =			roota.right, roota.left

      lowercase				       =			RandomizedHeapNode.merge(roota.left				,						_lowerCamelCase			)

      return roota


class 			a	(  Generic[T]      ):







    def __init__(     self				,						_lowerCamelCase = ()			):
      lowercase				       =			None

      if data:
        for item in data:
          self.insert(_lowerCamelCase			)







    def      UpperCamelCase_ (     self				,						_lowerCamelCase			):
      lowercase				       =			RandomizedHeapNode.merge(self._root				,						RandomizedHeapNode(_lowerCamelCase			)			)







    def      UpperCamelCase_ (     self			):
      lowercase				       =			self.top()

      if self._root is None:
        return None

      lowercase				       =			RandomizedHeapNode.merge(self._root.left				,						self._root.right			)

      return result







    def      UpperCamelCase_ (     self			):
      if not self._root:
        raise IndexError('Can\'t get top element for the empty heap.'			)
      return self._root.value







    def      UpperCamelCase_ (     self			):
      lowercase				       =			None







    def      UpperCamelCase_ (     self			):
      lowercase				       =			[]
      while self:
        result.append(self.pop()			)

      return result







    def __bool__(     self			):
      return self._root is not None


if __name__ == "__main__":
    import doctest

    doctest.testmod()


