



"""simple docstring"""







import copy
import re






class      UpperCAmelCase__		:
		lowerCAmelCase_       :	List[str] 							=     """hp"""
		lowerCAmelCase_       :	Any 							=     {}
		lowerCAmelCase_       :	Optional[Any] 							=     None



		@classmethod
		def 					A_		( cls  :    int      ,							snake_case  :    Optional[Any]      ,							snake_case  :    int				)			->						Dict:






									'''simple docstring'''

									A         =					prefix
									A         =					defaults
									cls.build_naming_info()



		@staticmethod
		def 					A_		( snake_case  :    Union[str, Any]      ,							snake_case  :    Union[str, Any]				)			->						List[str]:






									'''simple docstring'''

									if len(snake_case				) == 0:
																return ""
									A         =					None
									if any(char.isdigit() for char in word				):
																raise Exception(f"""Parameters should not contain numbers: '{word}' contains a number"""				)
									if word in info["short_word"]:
																return info["short_word"][word]
									for prefix_len in range(1      ,							len(snake_case				) + 1				):
																A         =					word[:prefix_len]
																if prefix in info["reverse_short_word"]:
																							continue
																else:
																							A         =					prefix
																							break

									if short_word is None:
																# Paranoid fallback
																def int_to_alphabetic(snake_case  :    Any				):
																							A         =					''
																							while integer != 0:
																														A         =					chr(ord('A'				) + integer % 10				) + s
																														integer //= 10
																							return s

																A         =					0
																while True:
																							A         =					word + '#' + int_to_alphabetic(snake_case				)
																							if sword in info["reverse_short_word"]:
																														continue
																							else:
																														A         =					sword
																														break

									A         =					short_word
									A         =					word
									return short_word



		@staticmethod
		def 					A_		( snake_case  :    Optional[Any]      ,							snake_case  :    List[str]				)			->						Tuple:






									'''simple docstring'''

									A         =					param_name.split('_'				)

									A         =					[TrialShortNamer.shortname_for_word(snake_case      ,							snake_case				) for word in words]

									# We try to create a separatorless short name, but if there is a collision we have to fallback
									# to a separated short name
									A         =					['', '_']

									for separator in separators:
																A         =					separator.join(snake_case				)
																if shortname not in info["reverse_short_param"]:
																							A         =					shortname
																							A         =					param_name
																							return shortname

									return param_name



		@staticmethod
		def 					A_		( snake_case  :    List[Any]      ,							snake_case  :    Dict				)			->						str:






									'''simple docstring'''

									A         =					TrialShortNamer.shortname_for_key(snake_case      ,							snake_case				)
									A         =					short_name
									A         =					param_name



		@classmethod
		def 					A_		( cls  :    Dict				)			->						str:






									'''simple docstring'''

									if cls.NAMING_INFO is not None:
																return

									A         =					{
									    'short_word': {},
									    'reverse_short_word': {},
									    'short_param': {},
									    'reverse_short_param': {},
									}

									A         =					list(cls.DEFAULTS.keys()				)

									for k in field_keys:
																cls.add_new_param_name(snake_case      ,							snake_case				)

									A         =					info



		@classmethod
		def 					A_		( cls  :    List[str]      ,							snake_case  :    Any				)			->						str:






									'''simple docstring'''

									cls.build_naming_info()
									assert cls.PREFIX is not None
									A         =					[copy.copy(cls.PREFIX				)]

									for k, v in params.items():
																if k not in cls.DEFAULTS:
																							raise Exception(f"""You should provide a default value for the param name {k} with value {v}"""				)
																if v == cls.DEFAULTS[k]:
																							# The default value is not added to the name
																							continue

																A         =					cls.NAMING_INFO['short_param'][k]

																if isinstance(snake_case      ,							snake_case				):
																							A         =					1 if v else 0

																A         =					'' if isinstance(snake_case      ,							(int, float)				) else '-'
																A         =					f"""{key}{sep}{v}"""
																name.append(snake_case				)

									return "_".join(snake_case				)



		@classmethod
		def 					A_		( cls  :    List[Any]      ,							snake_case  :    Optional[Any]				)			->						Union[str, Any]:






									'''simple docstring'''

									A         =					repr[len(cls.PREFIX				) + 1 :]
									if repr == "":
																A         =					[]
									else:
																A         =					repr.split('_'				)

									A         =					{}

									for value in values:
																if "-" in value:
																							A      ,  A         =					value.split('-'				)
																else:
																							A         =					re.sub('[0-9.]'      ,							''      ,							snake_case				)
																							A         =					float(re.sub('[^0-9.]'      ,							''      ,							snake_case				)				)

																A         =					cls.NAMING_INFO['reverse_short_param'][p_k]

																A         =					p_v

									for k in cls.DEFAULTS:
																if k not in parameters:
																							A         =					cls.DEFAULTS[k]

									return parameters








"""simple docstring"""







# Copyright 2023 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.
from typing import TYPE_CHECKING

# rely on isort to merge the imports
from ...utils import OptionalDependencyNotAvailable, _LazyModule, is_tokenizers_available, is_torch_available


A    =			{'configuration_mra': ['MRA_PRETRAINED_CONFIG_ARCHIVE_MAP', 'MraConfig']}

try:
							if not is_torch_available():
														raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
							pass
else:
							A    =			[
							    'MRA_PRETRAINED_MODEL_ARCHIVE_LIST',
							    'MraForMaskedLM',
							    'MraForMultipleChoice',
							    'MraForQuestionAnswering',
							    'MraForSequenceClassification',
							    'MraForTokenClassification',
							    'MraLayer',
							    'MraModel',
							    'MraPreTrainedModel',
							]


if TYPE_CHECKING:
							from .configuration_mra import MRA_PRETRAINED_CONFIG_ARCHIVE_MAP, MraConfig

							try:
														if not is_torch_available():
																					raise OptionalDependencyNotAvailable()
							except OptionalDependencyNotAvailable:
														pass
							else:
														from .modeling_mra import (
														    MRA_PRETRAINED_MODEL_ARCHIVE_LIST,
														    MraForMaskedLM,
														    MraForMultipleChoice,
														    MraForQuestionAnswering,
														    MraForSequenceClassification,
														    MraForTokenClassification,
														    MraLayer,
														    MraModel,
														    MraPreTrainedModel,
														)
else:
							import sys

							A    =			_LazyModule(__name__, globals()['__file__'], _import_structure)



