
# Copyright 2021 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

import argparse

from ...utils.dataclasses import (
    ComputeEnvironment,
    DistributedType,
    DynamoBackend,
    PrecisionType,
    SageMakerDistributedType,
)
from ..menu import BulletMenu


UpperCamelCase_						:     Tuple	       =							[
    """EAGER""",
    """AOT_EAGER""",
    """INDUCTOR""",
    """NVFUSER""",
    """AOT_NVFUSER""",
    """AOT_CUDAGRAPHS""",
    """OFI""",
    """FX2TRT""",
    """ONNXRT""",
    """IPEX""",
]



def 		UpperCamelCase     (       _UpperCAmelCase  :   Optional[Any] ,			_UpperCAmelCase  :   int=None ,			_UpperCAmelCase  :   Dict=None ,			_UpperCAmelCase  :   int=None  )   ->			Optional[int]:






						'''simple docstring'''

						_lowercase       :	List[str]           =   True
						while ask_again:
												_lowercase       :	Dict           =   input(_UpperCAmelCase  )
												try:
																		if default is not None and len(_UpperCAmelCase  ) == 0:
																								return default
																		return convert_value(_UpperCAmelCase  ) if convert_value is not None else result
												except Exception:
																		if error_message is not None:
																								print(_UpperCAmelCase  )



def 		UpperCamelCase     (       _UpperCAmelCase  :   int ,			_UpperCAmelCase  :   Optional[Any]=[] ,			_UpperCAmelCase  :   int=None ,			_UpperCAmelCase  :   Dict=0  )   ->			List[str]:






						'''simple docstring'''

						_lowercase       :	Union[str, Any]           =   BulletMenu(_UpperCAmelCase ,			_UpperCAmelCase  )
						_lowercase       :	List[str]           =   menu.run(default_choice=_UpperCAmelCase  )
						return convert_value(_UpperCAmelCase  ) if convert_value is not None else result



def 		UpperCamelCase     (       _UpperCAmelCase  :   Any  )   ->			int:






						'''simple docstring'''

						_lowercase       :	str           =   int(_UpperCAmelCase  )
						return ComputeEnvironment(["LOCAL_MACHINE", "AMAZON_SAGEMAKER"][value]  )



def 		UpperCamelCase     (       _UpperCAmelCase  :   List[Any]  )   ->			Tuple:






						'''simple docstring'''

						_lowercase       :	Optional[Any]           =   int(_UpperCAmelCase  )
						return DistributedType(["NO", "MULTI_CPU", "MULTI_XPU", "MULTI_GPU", "MULTI_NPU", "TPU"][value]  )



def 		UpperCamelCase     (       _UpperCAmelCase  :   List[str]  )   ->			Any:






						'''simple docstring'''

						_lowercase       :	Optional[int]           =   int(_UpperCAmelCase  )
						return DynamoBackend(DYNAMO_BACKENDS[value]  ).value



def 		UpperCamelCase     (       _UpperCAmelCase  :   Dict  )   ->			Tuple:






						'''simple docstring'''

						_lowercase       :	str           =   int(_UpperCAmelCase  )
						return PrecisionType(["no", "fp16", "bf16", "fp8"][value]  )



def 		UpperCamelCase     (       _UpperCAmelCase  :   str  )   ->			int:






						'''simple docstring'''

						_lowercase       :	Dict           =   int(_UpperCAmelCase  )
						return SageMakerDistributedType(["NO", "DATA_PARALLEL", "MODEL_PARALLEL"][value]  )



def 		UpperCamelCase     (       _UpperCAmelCase  :   str  )   ->			str:






						'''simple docstring'''

						return {"yes": True, "no": False}[value.lower()]




class   __lowercase						(						argparse.RawDescriptionHelpFormatter       ):






	def       _a(self				: Tuple      ,	snake_case				: int      ,	snake_case				: Tuple      ,	snake_case				: Tuple      ,	snake_case				: int    ) ->			Optional[Any]:
							_lowercase       :	Optional[Any]           =   super()._format_usage(snake_case      ,	snake_case      ,	snake_case      ,	snake_case    )
							_lowercase       :	Any           =   usage.replace("<command> [<args>] "      ,	""    )
							return usage






import functools
from typing import Any



def 		UpperCamelCase     (       _UpperCAmelCase  :   str ,			_UpperCAmelCase  :   list[str]  )   ->			bool:






						'''simple docstring'''

						if not isinstance(_UpperCAmelCase ,			_UpperCAmelCase  ) or len(_UpperCAmelCase  ) == 0:
												raise ValueError("the string should be not empty string"  )

						if not isinstance(_UpperCAmelCase ,			_UpperCAmelCase  ) or not all(
						    isinstance(_UpperCAmelCase ,			_UpperCAmelCase  ) and len(_UpperCAmelCase  ) > 0 for item in words  ):
												raise ValueError("the words should be a list of non-empty strings"  )

						# Build trie
						_lowercase       :	dict[str, Any]           =   {}
						_lowercase       :	List[Any]           =   "WORD_KEEPER"

						for word in words:
												_lowercase       :	Optional[Any]           =   trie
												for c in word:
																		if c not in trie_node:
																								_lowercase       :	List[Any]           =   {}

																		_lowercase       :	Optional[int]           =   trie_node[c]

												_lowercase       :	str           =   True

						_lowercase       :	int           =   len(_UpperCAmelCase  )

						# Dynamic programming method
						@functools.cache
						def is_breakable(_UpperCAmelCase  :   int  ) -> bool:
												if index == len_string:
																		return True

												_lowercase       :	Union[str, Any]           =   trie
												for i in range(_UpperCAmelCase ,			_UpperCAmelCase  ):
																		_lowercase       :	List[str]           =   trie_node.get(string[i] ,			_UpperCAmelCase  )

																		if trie_node is None:
																								return False

																		if trie_node.get(_UpperCAmelCase ,			_UpperCAmelCase  ) and is_breakable(i + 1  ):
																								return True

												return False

						return is_breakable(0  )


if __name__ == "__main__":
							import doctest

							doctest.testmod()




