

import json
import os
from dataclasses import dataclass
from enum import Enum
from typing import List, Optional, Union

import yaml

from ...utils import ComputeEnvironment, DistributedType, SageMakerDistributedType
from ...utils.constants import SAGEMAKER_PYTHON_VERSION, SAGEMAKER_PYTORCH_VERSION, SAGEMAKER_TRANSFORMERS_VERSION


a	: Any      =				os.path.expanduser(
    os.getenv("HF_HOME", os.path.join(os.getenv("XDG_CACHE_HOME", "~/.cache"), "huggingface"))
)
a	: Union[str, Any]      =				os.path.join(hf_cache_home, "accelerate")
a	: str      =				os.path.join(cache_dir, "default_config.yaml")
a	: Optional[int]      =				os.path.join(cache_dir, "default_config.yaml")

# For backward compatibility: the default config is the json one if it's the only existing file.
if os.path.isfile(default_yaml_config_file) or not os.path.isfile(default_json_config_file):
       a	: Union[str, Any]      =				default_yaml_config_file
else:
       a	: str      =				default_json_config_file






def        lowerCamelCase__   (					__lowerCamelCase    :  Dict	):
  if config_file is not None:
    if not os.path.isfile(_SCREAMING_SNAKE_CASE	):
      raise FileNotFoundError(
          f"""The passed configuration file `{config_file}` does not exist. """
          """Please pass an existing file to `accelerate launch`, or use the the default one """
          """created through `accelerate config` and run `accelerate launch` """
          """without the `--config_file` argument."""	)
  else:
    __UpperCAmelCase							:			str     =						default_config_file
  with open(_SCREAMING_SNAKE_CASE						,	"""r"""						,	encoding="""utf-8"""	) as f:
    if config_file.endswith(""".json"""	):
      if (
          json.load(_SCREAMING_SNAKE_CASE	).get("""compute_environment"""						,	ComputeEnvironment.LOCAL_MACHINE	)
          == ComputeEnvironment.LOCAL_MACHINE
      ):
        __UpperCAmelCase							:			str     =						ClusterConfig
      else:
        __UpperCAmelCase							:			List[Any]     =						SageMakerConfig
      return config_class.from_json_file(json_file=_SCREAMING_SNAKE_CASE	)
    else:
      if (
          yaml.safe_load(_SCREAMING_SNAKE_CASE	).get("""compute_environment"""						,	ComputeEnvironment.LOCAL_MACHINE	)
          == ComputeEnvironment.LOCAL_MACHINE
      ):
        __UpperCAmelCase							:			List[Any]     =						ClusterConfig
      else:
        __UpperCAmelCase							:			Dict     =						SageMakerConfig
      return config_class.from_yaml_file(yaml_file=_SCREAMING_SNAKE_CASE	)
@dataclass
class 					a					:



      """simple docstring"""


      a						:				str							 =			42
      a						:				Optional[int]							 =			42
      a						:				int							 =			42
      a						:				str							 =			42
      def 			UpperCAmelCase   (   self      :    Union[str, Any]      )							->   List[Any]:
        __UpperCAmelCase							:			Optional[Any]     =						self.__dict__
        # For serialization, it's best to convert Enums to strings (or their underlying value type).
        for key, value in result.items():
          if isinstance(__a	,   __a      ):
            __UpperCAmelCase							:			Optional[Any]     =						value.value
          if isinstance(__a	,   __a      ) and not bool(__a      ):
            __UpperCAmelCase							:			str     =						None
        __UpperCAmelCase							:			Tuple     =						{k: v for k, v in result.items() if v is not None}
        return result
      @classmethod
      def 			UpperCAmelCase   (   cls      :    Dict	,   __lowercase      :    List[str]=None      )							->   str:
        __UpperCAmelCase							:			Tuple     =						default_json_config_file if json_file is None else json_file
        with open(__a	,   """r"""	,   encoding="""utf-8"""      ) as f:
          __UpperCAmelCase							:			Optional[Any]     =						json.load(__a      )
        if "compute_environment" not in config_dict:
          __UpperCAmelCase							:			List[str]     =						ComputeEnvironment.LOCAL_MACHINE
        if "mixed_precision" not in config_dict:
          __UpperCAmelCase							:			Union[str, Any]     =						'fp16' if ('fp16' in config_dict and config_dict['fp16']) else None
        if "fp16" in config_dict:  # Convert the config to the new format.
          del config_dict["fp16"]
        if "dynamo_backend" in config_dict:  # Convert the config to the new format.
          __UpperCAmelCase							:			Optional[Any]     =						config_dict.pop("""dynamo_backend"""      )
          __UpperCAmelCase							:			int     =						{} if dynamo_backend == 'NO' else {'dynamo_backend': dynamo_backend}
        if "use_cpu" not in config_dict:
          __UpperCAmelCase							:			str     =						False
        return cls(**__a      )
      def 			UpperCAmelCase   (   self      :    List[Any]	,   __lowercase      :    Tuple      )							->   str:





        with open(__a	,   """w"""	,   encoding="""utf-8"""      ) as f:
          __UpperCAmelCase							:			Dict     =						json.dumps(self.to_dict()	,   indent=2	,   sort_keys=__a      ) + '\n'
          f.write(__a      )
      @classmethod
      def 			UpperCAmelCase   (   cls      :    Dict	,   __lowercase      :    List[Any]=None      )							->   str:
        __UpperCAmelCase							:			List[Any]     =						default_yaml_config_file if yaml_file is None else yaml_file
        with open(__a	,   """r"""	,   encoding="""utf-8"""      ) as f:
          __UpperCAmelCase							:			Union[str, Any]     =						yaml.safe_load(__a      )
        if "compute_environment" not in config_dict:
          __UpperCAmelCase							:			int     =						ComputeEnvironment.LOCAL_MACHINE

        if "mixed_precision" not in config_dict:
          __UpperCAmelCase							:			Any     =						'fp16' if ('fp16' in config_dict and config_dict['fp16']) else None
        if isinstance(config_dict["""mixed_precision"""]	,   __a      ) and not config_dict["mixed_precision"]:
          __UpperCAmelCase							:			Any     =						'no'
        if "fp16" in config_dict:  # Convert the config to the new format.
          del config_dict["fp16"]
        if "dynamo_backend" in config_dict:  # Convert the config to the new format.
          __UpperCAmelCase							:			Optional[int]     =						config_dict.pop("""dynamo_backend"""      )
          __UpperCAmelCase							:			List[Any]     =						{} if dynamo_backend == 'NO' else {'dynamo_backend': dynamo_backend}
        if "use_cpu" not in config_dict:
          __UpperCAmelCase							:			List[str]     =						False
        return cls(**__a      )
      def 			UpperCAmelCase   (   self      :    Union[str, Any]	,   __lowercase      :    List[str]      )							->   List[str]:





        with open(__a	,   """w"""	,   encoding="""utf-8"""      ) as f:
          yaml.safe_dump(self.to_dict()	,   __a      )




      def 			UpperCAmelCase   (   self      :    List[str]      )							->   List[Any]:





        if isinstance(self.compute_environment	,   __a      ):
          __UpperCAmelCase							:			str     =						ComputeEnvironment(self.compute_environment      )
        if isinstance(self.distributed_type	,   __a      ):
          if self.compute_environment == ComputeEnvironment.AMAZON_SAGEMAKER:
            __UpperCAmelCase							:			Union[str, Any]     =						SageMakerDistributedType(self.distributed_type      )
          else:
            __UpperCAmelCase							:			int     =						DistributedType(self.distributed_type      )
        if self.dynamo_config is None:
          __UpperCAmelCase							:			Any     =						{}


@dataclass
class 					a					(				lowerCAmelCase_     ):



      """simple docstring"""


      a						:				Optional[int]							 =			42
      a						:				Optional[int]							 =			0
      a						:				Tuple							 =			1
      a						:				Optional[Any]							 =			None
      a						:				List[Any]							 =			None
      a						:				str							 =			None
      a						:				Optional[int]							 =			'static'
      a						:				Optional[Any]							 =			False
      a						:				Dict							 =			'main'

      # args for deepspeed_plugin
      a						:				Any							 =			None
      # args for fsdp
      a						:				Optional[Any]							 =			None
      # args for megatron_lm
      a						:				int							 =			None
      # args for ipex
      a						:				str							 =			None
      # args for TPU
      a						:				Optional[Any]							 =			False

      # args for TPU pods
      a						:				Optional[int]							 =			None
      a						:				Dict							 =			None
      a						:				Any							 =			False
      a						:				Optional[int]							 =			False
      a						:				Optional[Any]							 =			None
      a						:				Tuple							 =			None
      a						:				Optional[int]							 =			None
      a						:				Optional[Any]							 =			None

      # args for dynamo
      a						:				Optional[int]							 =			None
      def 			UpperCAmelCase   (   self      :    Optional[int]      )							->   Optional[Any]:





        if self.deepspeed_config is None:
          __UpperCAmelCase							:			Dict     =						{}
        if self.fsdp_config is None:
          __UpperCAmelCase							:			List[Any]     =						{}
        if self.megatron_lm_config is None:
          __UpperCAmelCase							:			Union[str, Any]     =						{}
        if self.ipex_config is None:
          __UpperCAmelCase							:			Optional[Any]     =						{}
        return super().__post_init__()


@dataclass
class 					a					(				lowerCAmelCase_     ):



      """simple docstring"""


      a						:				Dict							 =			42
      a						:				Any							 =			42
      a						:				Tuple							 =			None
      a						:				List[str]							 =			None
      a						:				int							 =			'us-east-1'
      a						:				Dict							 =			1
      a						:				int							 =			'all'
      a						:				Tuple							 =			F'accelerate-sagemaker-{num_machines}'
      a						:				List[str]							 =			SAGEMAKER_PYTORCH_VERSION
      a						:				List[Any]							 =			SAGEMAKER_TRANSFORMERS_VERSION
      a						:				str							 =			SAGEMAKER_PYTHON_VERSION
      a						:				Any							 =			None
      a						:				str							 =			None
      a						:				str							 =			None
      a						:				Tuple							 =			None










import decimal






def        lowerCamelCase__   (					):
  __UpperCAmelCase							:			str     =						0
  __UpperCAmelCase							:			Tuple     =						decimal.Context(prec=105	)
  for i in range(2						,	100	):
    __UpperCAmelCase							:			Optional[int]     =						decimal.Decimal(__lowerCamelCase	)
    __UpperCAmelCase							:			Any     =						number.sqrt(__lowerCamelCase	)
    if len(str(__lowerCamelCase	)	) > 1:
      answer += int(str(__lowerCamelCase	)[0]	)
      __UpperCAmelCase							:			Optional[Any]     =						str(__lowerCamelCase	)[2:101]
      answer += sum(int(__lowerCamelCase	) for x in sqrt_number_str	)
  return answer


if __name__ == "__main__":
       import doctest

       doctest.testmod()
       print(f"""{solution() = }""")


