code: 
  class      __lowercase	:
  
  
  
  
  
  
  	def __init__(self							:   Tuple						)   -> None:
  							# numbermap keys are the number and its values are lists of indexes sorted
  							# in ascending order
  							_lowercase					:  dict[int, list[int]]    			=      {}
  							# indexmap keys are an index and it's values are the number at that index
  							_lowercase					:  dict[int, int]    			=      {}
  
  
  
  
  
  
  	def 			_a(self							:   List[Any]			,  snake_case							:   list | str | range			,  snake_case							:   int						)   -> list[int]:
  							if isinstance(snake_case			,  (range, str)						):
  													_lowercase					:  int    			=      list(snake_case						)
  							elif not isinstance(snake_case			,  snake_case						):
  													raise TypeError(
  													    "binary_search_delete() only accepts either a list, range or str"						)
  
  							_lowercase					:  str    			=      0
  							_lowercase					:  str    			=      len(snake_case						) - 1
  
  							while low <= high:
  													_lowercase					:  Tuple    			=      (low + high) // 2
  													if array[mid] == item:
  																			array.pop(snake_case						)
  																			return array
  													elif array[mid] < item:
  																			_lowercase					:  str    			=      mid + 1
  													else:
  																			_lowercase					:  Dict    			=      mid - 1
  							raise ValueError(
  							    "Either the item is not in the array or the array was unsorted"						)
  
  
  
  
  
  
  	def 			_a(self							:   Union[str, Any]			,  snake_case							:   list | str | range			,  snake_case							:   int						)   -> list[int]:
  							if isinstance(snake_case			,  (range, str)						):
  													_lowercase					:  Dict    			=      list(snake_case						)
  							elif not isinstance(snake_case			,  snake_case						):
  													raise TypeError(
  													    "binary_search_insert() only accepts either a list, range or str"						)
  
  							_lowercase					:  Any    			=      0
  							_lowercase					:  List[str]    			=      len(snake_case						) - 1
  
  							while low <= high:
  													_lowercase					:  str    			=      (low + high) // 2
  													if array[mid] == index:
  																			# If the item already exists in the array,
  																			# insert it after the existing item
  																			array.insert(mid + 1			,  snake_case						)
  																			return array
  													elif array[mid] < index:
  																			_lowercase					:  str    			=      mid + 1
  													else:
  																			_lowercase					:  Optional[int]    			=      mid - 1
  
          # If the item doesn't exist in the array, insert it at the appropriate position
  							array.insert(snake_case			,  snake_case						)
  							return array
  
  
  
  
  
  
  	def 			_a(self							:   Any			,  snake_case							:   int			,  snake_case							:   int						)   -> None:
  							# Remove previous index
  							if index in self.indexmap:
  													_lowercase					:  Optional[Any]    			=      self.indexmap[index]
  													if len(self.numbermap[n]						) == 1:
  																			del self.numbermap[n]
  													else:
  																			_lowercase					:  Any    			=      self.binary_search_delete(self.numbermap[n]			,  snake_case						)
  
          # Set new index
  							_lowercase					:  Tuple    			=      number
  
  							# Number not seen before or empty so insert number value
  							if number not in self.numbermap:
  													_lowercase					:  List[Any]    			=      [index]
  
  							# Here we need to perform a binary search insertion in order to insert
  							# The item in the correct place
  							else:
  													_lowercase					:  Optional[Any]    			=      self.binary_search_insert(
  													    self.numbermap[number]			,  snake_case						)
  
  
  
  
  
  
  	def 			_a(self							:   Any			,  snake_case							:   int						)   -> int:
  							return self.numbermap.get(snake_case			,  [-1]						)[0]
  
  
  if __name__ == "__main__":
  							import doctest
  
  							doctest.testmod()
  
  
  
  
  
style_context: 
  from dataclasses import dataclass
  
  UpperCamelCase_	:    List[str]  					=       """0.1"""
  UpperCamelCase_	:    Optional[Any]  					=       """Lucia Harcekova"""
  
  
  
  
  @dataclass
  class      __lowercase	:
  	_A   			=      42
  	_A   			=      42
  	_A   			=      42
  
  
  
  
  
  
  	def __repr__(self							:   List[str]						)   -> str:
  							return F"""({self.offset}, {self.length}, {self.indicator})"""
  
  
  
  
  class      __lowercase	:
  
  
  
  
  
  
  	def __init__(self							:   Union[str, Any]			,  snake_case							:   int = 13			,  snake_case							:   int = 6						)   -> None:
  							_lowercase					:  int    			=      window_size
  							_lowercase					:  List[Any]    			=      lookahead_buffer_size
  							_lowercase					:  str    			=      self.window_size - self.lookahead_buffer_size
  
  
  
  
  
  
  	def 			_a(self							:   List[str]			,  snake_case							:   str						)   -> list[Token]:
  							_lowercase					:  List[Any]    			=      []
  							_lowercase					:  str    			=      ""
  
  							# while there are still characters in text to compress
  							while text:
  													# find the next encoding phrase
  													# - triplet with offset, length, indicator (the next encoding character)
  													_lowercase					:  Union[str, Any]    			=      self._find_encoding_token(snake_case			,  snake_case						)
  
  													# update the search buffer:
  													# - add new characters from text into it
  													# - check if size exceed the max search buffer size, if so, drop the
  													#   oldest elements
  													search_buffer += text[: token.length + 1]
  													if len(snake_case						) > self.search_buffer_size:
  																			_lowercase					:  Optional[int]    			=      search_buffer[-self.search_buffer_size :]
  
  													# update the text
  													_lowercase					:  str    			=      text[token.length + 1 :]
  
  													# append the token to output
  													output.append(snake_case						)
  
  							return output
  
  
  
  
  
  
  	def 			_a(self							:   Optional[Any]			,  snake_case							:   list[Token]						)   -> str:
  							_lowercase					:  Optional[int]    			=      ""
  
  							for token in tokens:
  													for _ in range(token.length						):
  																			output += output[-token.offset]
  													output += token.indicator
  
  							return output
  
  
  
  
  
  
  	def 			_a(self							:   Dict			,  snake_case							:   str			,  snake_case							:   str						)   -> Token:
  
  							if not text:
  													raise ValueError("We need some text to work with."						)
  
  							# Initialise result parameters to default values
  							_lowercase			,						_lowercase					:  Tuple    			=      0, 0
  
  							if not search_buffer:
  													return Token(snake_case			,  snake_case			,  text[length]						)
  
  							for i, character in enumerate(snake_case						):
  													_lowercase					:  Tuple    			=      len(snake_case						) - i
  													if character == text[0]:
  																			_lowercase					:  List[str]    			=      self._match_length_from_index(snake_case			,  snake_case			,  0			,  snake_case						)
  																			# if the found length is bigger than the current or if it's equal,
  																			# which means it's offset is smaller: update offset and length
  																			if found_length >= length:
  																									_lowercase			,						_lowercase					:  Optional[Any]    			=      found_offset, found_length
  
  							return Token(snake_case			,  snake_case			,  text[length]						)
  
  
  
  
  
  
  	def 			_a(self							:   Union[str, Any]			,  snake_case							:   str			,  snake_case							:   str			,  snake_case							:   int			,  snake_case							:   int						)   -> int:
  							if not text or text[text_index] != window[window_index]:
  													return 0
  							return 1 + self._match_length_from_index(
  							    snake_case			,  window + text[text_index]			,  text_index + 1			,  window_index + 1						)
  
  
  if __name__ == "__main__":
  							from doctest import testmod
  
  							testmod()
  							# Initialize compressor class
  							UpperCamelCase_	:    Optional[int]  					=       LZaaCompressor(window_size=13, lookahead_buffer_size=6)
  
  							# Example
  							UpperCamelCase_	:    Optional[int]  					=       """cabracadabrarrarrad"""
  							UpperCamelCase_	:    Tuple  					=       lzaa_compressor.compress(TEXT)
  							print(lzaa_compressor.compress("""ababcbababaa"""))
  							UpperCamelCase_	:    Union[str, Any]  					=       lzaa_compressor.decompress(compressed_text)
  							assert decompressed_text == TEXT, "The LZ77 algorithm returned the invalid result."
  
  
  
  
  