




from dataclasses import dataclass

SCREAMING_SNAKE_CASE:    Optional[int]											=   '''0.1'''
SCREAMING_SNAKE_CASE:    List[Any]											=   '''Lucia Harcekova'''



@dataclass
class       lowercase_		:
						lowerCAmelCase__ 			=42
						lowerCAmelCase__ 			=42
						lowerCAmelCase__ 			=42



						def __repr__( self  :      Any     ):

								"""simple docstring"""

								return f'''({self.offset}, {self.length}, {self.indicator})'''



class       lowercase_		:



						def __init__( self  :      Dict				,       snake_case__  :      int = 13				,       snake_case__  :      int = 6     ):

								"""simple docstring"""

								SCREAMING_SNAKE_CASE_							=       window_size
								SCREAMING_SNAKE_CASE_							=       lookahead_buffer_size
								SCREAMING_SNAKE_CASE_							=       self.window_size - self.lookahead_buffer_size



						def   __a				( self  :      Union[str, Any]				,       snake_case__  :      str     ):

								"""simple docstring"""

								SCREAMING_SNAKE_CASE_							=       []
								SCREAMING_SNAKE_CASE_							=       ''

								# 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)
										SCREAMING_SNAKE_CASE_							=       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:
												SCREAMING_SNAKE_CASE_							=       search_buffer[-self.search_buffer_size :]

										# update the text
										SCREAMING_SNAKE_CASE_							=       text[token.length + 1 :]

										# append the token to output
										output.append(snake_case__     )

								return output



						def   __a				( self  :      str				,       snake_case__  :      list[Token]     ):

								"""simple docstring"""

								SCREAMING_SNAKE_CASE_							=       ''

								for token in tokens:
										for _ in range(token.length     ):
												output += output[-token.offset]
										output += token.indicator

								return output



						def   __a				( self  :      Any				,       snake_case__  :      str				,       snake_case__  :      str     ):

								"""simple docstring"""

								if not text:
										raise ValueError('We need some text to work with.'     )

								# Initialise result parameters to default values
								SCREAMING_SNAKE_CASE_			,							SCREAMING_SNAKE_CASE_							=       0, 0

								if not search_buffer:
										return Token(snake_case__				,       snake_case__				,       text[length]     )

								for i, character in enumerate(snake_case__     ):
										SCREAMING_SNAKE_CASE_							=       len(snake_case__     ) - i
										if character == text[0]:
												SCREAMING_SNAKE_CASE_							=       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:
														SCREAMING_SNAKE_CASE_			,							SCREAMING_SNAKE_CASE_							=       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     ):

								"""simple docstring"""

								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
						SCREAMING_SNAKE_CASE:    Optional[int]											=   LZaaCompressor(window_size=1_3, lookahead_buffer_size=6)

						# Example
						SCREAMING_SNAKE_CASE:    Optional[int]											=   '''cabracadabrarrarrad'''
						SCREAMING_SNAKE_CASE:    List[str]											=   lzaa_compressor.compress(TEXT)
						print(lzaa_compressor.compress('''ababcbababaa'''))
						SCREAMING_SNAKE_CASE:    Any											=   lzaa_compressor.decompress(compressed_text)
						assert decompressed_text == TEXT, "The LZ77 algorithm returned the invalid result."





SCREAMING_SNAKE_CASE:    Optional[Any]											=   [0.33, 0.44, 0.55, 0.44, 0.33]
SCREAMING_SNAKE_CASE:    int											=   3
SCREAMING_SNAKE_CASE:    str											=   5

# Buffer Space (with Parameters Space)
SCREAMING_SNAKE_CASE:    list[float]											=   []
SCREAMING_SNAKE_CASE:    list[float]											=   []

# Machine Time
SCREAMING_SNAKE_CASE:    str											=   0


def 				_a       (				lowerCAmelCase   )->  int:
		global buffer_space, params_space, machine_time, K, m, t

		# Choosing Dynamical Systems (All)
		for key, value in enumerate(lowerCAmelCase   ):
				# Evolution Parameter
				SCREAMING_SNAKE_CASE_							=       float(seed / value   )

				# Control Theory: Orbit Change
				SCREAMING_SNAKE_CASE_							=       (buffer_space[(key + 1) % m] + e) % 1

				# Control Theory: Trajectory Change
				SCREAMING_SNAKE_CASE_							=       (params_space[key] + e) % 1 + 3

				# Modification (Transition Function) - Jumps
				SCREAMING_SNAKE_CASE_							=       round(float(r * value * (1 - value)   )						,	10   )
				SCREAMING_SNAKE_CASE_							=       r  # Saving to Parameters Space

		# Logistic Map
		assert max(lowerCAmelCase   ) < 1
		assert max(lowerCAmelCase   ) < 4

		# Machine Time
		machine_time += 1


def 				_a       (				)->  int:
		global buffer_space, params_space, machine_time, K, m, t

		# PRNG (Xorshift by George Marsaglia)
		def xorshift(lowerCAmelCase						,	lowerCAmelCase   ):
				x ^= y >> 13
				y ^= x << 17
				x ^= y >> 5
				return x

		# Choosing Dynamical Systems (Increment)
		SCREAMING_SNAKE_CASE_							=       machine_time % m

		# Evolution (Time Length)
		for _ in range(0						,	lowerCAmelCase   ):
				# Variables (Position + Parameters)
				SCREAMING_SNAKE_CASE_							=       params_space[key]
				SCREAMING_SNAKE_CASE_							=       buffer_space[key]

				# Modification (Transition Function) - Flow
				SCREAMING_SNAKE_CASE_							=       round(float(r * value * (1 - value)   )						,	10   )
				SCREAMING_SNAKE_CASE_							=       (machine_time * 0.0_1 + r * 1.0_1) % 1 + 3

		# Choosing Chaotic Data
		SCREAMING_SNAKE_CASE_							=       int(buffer_space[(key + 2) % m] * (10**10)   )
		SCREAMING_SNAKE_CASE_							=       int(buffer_space[(key - 2) % m] * (10**10)   )

		# Machine Time
		machine_time += 1

		return xorshift(lowerCAmelCase						,	lowerCAmelCase   ) % 0xFFFF_FFFF


def 				_a       (				)->  Optional[Any]:
		global buffer_space, params_space, machine_time, K, m, t

		SCREAMING_SNAKE_CASE_							=       K
		SCREAMING_SNAKE_CASE_							=       [0] * m
		SCREAMING_SNAKE_CASE_							=       0


if __name__ == "__main__":
						# Initialization
						reset()

						# Pushing Data (Input)
						import random

						SCREAMING_SNAKE_CASE:    List[Any]											=   random.sample(range(0xff_ff_ff_ff), 1_0_0)
						for chunk in message:
												push(chunk)

						# for controlling
						SCREAMING_SNAKE_CASE:    List[str]											=   ''''''

						# Pulling Data (Output)
						while inp in ("e", "E"):
												print(f"""{format(pull(), '#04x')}""")
												print(buffer_space)
												print(params_space)
												SCREAMING_SNAKE_CASE:    List[Any]											=   input('''(e)exit? ''').strip()