



import math
import os
import sys






def       __lowercase  (					a__  )							->					str:
							__SCREAMING_SNAKE_CASE										=   ""
							try:
														with open(A__				,  'rb'  ) as binary_file:
																					__SCREAMING_SNAKE_CASE										=   binary_file.read()
														for dat in data:
																					__SCREAMING_SNAKE_CASE										=   f"""{dat:08b}"""
																					result += curr_byte
														return result
							except OSError:
														print('File not accessible'  )
														sys.exit()






def       __lowercase  (					a__				,  a__				,  a__				,  a__  )							->					Any:
							lexicon.pop(A__  )
							__SCREAMING_SNAKE_CASE										=   last_match_id

							if math.loga(A__  ).is_integer():
														for curr_key in lexicon:
																					__SCREAMING_SNAKE_CASE										=   "0" + lexicon[curr_key]

							__SCREAMING_SNAKE_CASE										=   bin(A__  )[2:]






def       __lowercase  (					a__  )							->					List[str]:
							__SCREAMING_SNAKE_CASE										=   {"0": "0", "1": "1"}
							__SCREAMING_SNAKE_CASE										=   "", ""
							__SCREAMING_SNAKE_CASE										=   len(A__  )

							for i in range(len(A__  )  ):
														curr_string += data_bits[i]
														if curr_string not in lexicon:
																					continue

														__SCREAMING_SNAKE_CASE										=   lexicon[curr_string]
														result += last_match_id
														add_key_to_lexicon(A__				,  A__				,  A__				,  A__  )
														index += 1
														__SCREAMING_SNAKE_CASE										=   ""

							while curr_string != "" and curr_string not in lexicon:
														curr_string += "0"

							if curr_string != "":
														__SCREAMING_SNAKE_CASE										=   lexicon[curr_string]
														result += last_match_id

							return result






def       __lowercase  (					a__				,  a__  )							->					List[Any]:
							__SCREAMING_SNAKE_CASE										=   os.path.getsize(A__  )
							__SCREAMING_SNAKE_CASE										=   bin(A__  )[2:]
							__SCREAMING_SNAKE_CASE										=   len(A__  )

							return "0" * (length_length - 1) + file_length_binary + compressed






def       __lowercase  (					a__				,  a__  )							->					List[Any]:
							__SCREAMING_SNAKE_CASE										=   8
							try:
														with open(A__				,  'wb'  ) as opened_file:
																					__SCREAMING_SNAKE_CASE										=   [
																					    to_write[i : i + byte_length]
																					    for i in range(0				,  len(A__  )				,  A__  )
																					]

																					if len(result_byte_array[-1]  ) % byte_length == 0:
																												result_byte_array.append('10000000'  )
																					else:
																												result_byte_array[-1] += "1" + "0" * (
																												    byte_length - len(result_byte_array[-1]  ) - 1
																												)

																					for elem in result_byte_array:
																												opened_file.write(int(A__				,  2  ).to_bytes(1				,  byteorder='big'  )  )
							except OSError:
														print('File not accessible'  )
														sys.exit()






def       __lowercase  (					a__				,  a__  )							->					List[Any]:
							__SCREAMING_SNAKE_CASE										=   read_file_binary(A__  )
							__SCREAMING_SNAKE_CASE										=   compress_data(A__  )
							__SCREAMING_SNAKE_CASE										=   add_file_length(A__				,  A__  )
							write_file_binary(A__				,  A__  )


if __name__ == "__main__":
			compress(sys.argv[1], sys.argv[2])














"""simple docstring"""
from .integrations import (
    is_optuna_available,
    is_ray_available,
    is_sigopt_available,
    is_wandb_available,
    run_hp_search_optuna,
    run_hp_search_ray,
    run_hp_search_sigopt,
    run_hp_search_wandb,
)
from .trainer_utils import (
    HPSearchBackend,
    default_hp_space_optuna,
    default_hp_space_ray,
    default_hp_space_sigopt,
    default_hp_space_wandb,
)
from .utils import logging


lowerCamelCase_							      = logging.get_logger(__name__)







class      UpperCamelCase_			:
	__magic_name__       =							42
	__magic_name__       =							None





	@staticmethod
	def 	_SCREAMING_SNAKE_CASE ( )		->     Optional[int]:
				raise NotImplementedError





	def 	_SCREAMING_SNAKE_CASE ( self   :					List[Any]      ,      lowerCAmelCase_   :					int      ,      lowerCAmelCase_   :					int      ,      lowerCAmelCase_   :					str      ,      **lowerCAmelCase_   :					Union[str, Any]		)		->     Optional[Any]:
				raise NotImplementedError





	def 	_SCREAMING_SNAKE_CASE ( self   :					Optional[int]      ,      lowerCAmelCase_   :					Union[str, Any]		)		->     str:
				raise NotImplementedError





	def 	_SCREAMING_SNAKE_CASE ( self   :					List[Any]		)		->     Dict:
				if not self.is_available():
							raise RuntimeError(
							    f"""You picked the {self.name} backend, but it is not installed. Run {self.pip_install()}."""		)





	@classmethod
	def 	_SCREAMING_SNAKE_CASE ( cls   :					Tuple		)		->     List[str]:
				return f"""`pip install {cls.pip_package or cls.name}`"""







class      UpperCamelCase_			(__A	):
	__magic_name__       =							'''optuna'''





	@staticmethod
	def 	_SCREAMING_SNAKE_CASE ( )		->     List[str]:
				return is_optuna_available()





	def 	_SCREAMING_SNAKE_CASE ( self   :					int      ,      lowerCAmelCase_   :					Optional[int]      ,      lowerCAmelCase_   :					int      ,      lowerCAmelCase_   :					str      ,      **lowerCAmelCase_   :					Tuple		)		->     int:
				return run_hp_search_optuna(lowerCAmelCase_      ,      lowerCAmelCase_      ,      lowerCAmelCase_      ,      **lowerCAmelCase_		)





	def 	_SCREAMING_SNAKE_CASE ( self   :					List[str]      ,      lowerCAmelCase_   :					Dict		)		->     Optional[Any]:
				return default_hp_space_optuna(lowerCAmelCase_		)







class      UpperCamelCase_			(__A	):
	__magic_name__       =							'''ray'''
	__magic_name__       =							'''\'ray[tune]\''''





	@staticmethod
	def 	_SCREAMING_SNAKE_CASE ( )		->     Optional[int]:
				return is_ray_available()





	def 	_SCREAMING_SNAKE_CASE ( self   :					List[str]      ,      lowerCAmelCase_   :					Union[str, Any]      ,      lowerCAmelCase_   :					int      ,      lowerCAmelCase_   :					str      ,      **lowerCAmelCase_   :					Tuple		)		->     List[str]:
				return run_hp_search_ray(lowerCAmelCase_      ,      lowerCAmelCase_      ,      lowerCAmelCase_      ,      **lowerCAmelCase_		)





	def 	_SCREAMING_SNAKE_CASE ( self   :					str      ,      lowerCAmelCase_   :					Tuple		)		->     Optional[int]:
				return default_hp_space_ray(lowerCAmelCase_		)







class      UpperCamelCase_			(__A	):
	__magic_name__       =							'''sigopt'''





	@staticmethod
	def 	_SCREAMING_SNAKE_CASE ( )		->     List[Any]:
				return is_sigopt_available()





	def 	_SCREAMING_SNAKE_CASE ( self   :					Any      ,      lowerCAmelCase_   :					str      ,      lowerCAmelCase_   :					int      ,      lowerCAmelCase_   :					str      ,      **lowerCAmelCase_   :					str		)		->     str:
				return run_hp_search_sigopt(lowerCAmelCase_      ,      lowerCAmelCase_      ,      lowerCAmelCase_      ,      **lowerCAmelCase_		)





	def 	_SCREAMING_SNAKE_CASE ( self   :					Tuple      ,      lowerCAmelCase_   :					Any		)		->     Any:
				return default_hp_space_sigopt(lowerCAmelCase_		)







class      UpperCamelCase_			(__A	):
	__magic_name__       =							'''wandb'''





	@staticmethod
	def 	_SCREAMING_SNAKE_CASE ( )		->     int:
				return is_wandb_available()





	def 	_SCREAMING_SNAKE_CASE ( self   :					Dict      ,      lowerCAmelCase_   :					Tuple      ,      lowerCAmelCase_   :					int      ,      lowerCAmelCase_   :					str      ,      **lowerCAmelCase_   :					Optional[Any]		)		->     Optional[Any]:
				return run_hp_search_wandb(lowerCAmelCase_      ,      lowerCAmelCase_      ,      lowerCAmelCase_      ,      **lowerCAmelCase_		)





	def 	_SCREAMING_SNAKE_CASE ( self   :					Optional[int]      ,      lowerCAmelCase_   :					List[str]		)		->     Any:
				return default_hp_space_wandb(lowerCAmelCase_		)





lowerCamelCase_							      = {
    HPSearchBackend(backend.name): backend for backend in [OptunaBackend, RayTuneBackend, SigOptBackend, WandbBackend]
}

def 							snake_case (  ):
			UpperCAmelCase_	:					List[str]     	=   [backend for backend in ALL_HYPERPARAMETER_SEARCH_BACKENDS.values() if backend.is_available()]
			if len(A__		) > 0:
						UpperCAmelCase_	:					Optional[Any]     	=   available_backends[0].name
						if len(A__		) > 1:
									logger.info(
									    F"""{len(A__		)} hyperparameter search backends available. Using {name} as the default."""		)
						return name
			raise RuntimeError(
			    "No hyperparameter search backend available.\n"
			    + "\n".join(
			        F""" - To install {backend.name} run {backend.pip_install()}"""
			        for backend in ALL_HYPERPARAMETER_SEARCH_BACKENDS.values()		)		)



