



"""simple docstring"""




import copy
import re






class      UpperCamelCase    :
	lowerCAmelCase	:   Any				=	"""hp"""
	lowerCAmelCase	:   str				=	{}
	lowerCAmelCase	:   Optional[int]				=	None



	@classmethod
	def 			__A							(       cls			,	UpperCAmelCase__			,	UpperCAmelCase__		):
							A__							=       prefix
							A__							=       defaults
							cls.build_naming_info()



	@staticmethod
	def 			__A							(       UpperCAmelCase__			,	UpperCAmelCase__		):
							if len(UpperCAmelCase__		) == 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(UpperCAmelCase__		) + 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(UpperCAmelCase__		):
																			A__							=       ""
																			while integer != 0:
																									A__							=       chr(ord("A"		) + integer % 10		) + s
																									integer //= 10
																			return s

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

							A__							=       short_word
							A__							=       word
							return short_word



	@staticmethod
	def 			__A							(       UpperCAmelCase__			,	UpperCAmelCase__		):
							A__							=       param_name.split("_"		)

							A__							=       [TrialShortNamer.shortname_for_word(UpperCAmelCase__			,	UpperCAmelCase__		) 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(UpperCAmelCase__		)
													if shortname not in info["reverse_short_param"]:
																			A__							=       shortname
																			A__							=       param_name
																			return shortname

							return param_name



	@staticmethod
	def 			__A							(       UpperCAmelCase__			,	UpperCAmelCase__		):
							A__							=       TrialShortNamer.shortname_for_key(UpperCAmelCase__			,	UpperCAmelCase__		)
							A__							=       short_name
							A__							=       param_name



	@classmethod
	def 			__A							(       cls		):
							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(UpperCAmelCase__			,	UpperCAmelCase__		)

							A__							=       info



	@classmethod
	def 			__A							(       cls			,	UpperCAmelCase__		):
							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(UpperCAmelCase__			,	UpperCAmelCase__		):
																			A__							=       1 if v else 0

													A__							=       "" if isinstance(UpperCAmelCase__			,	(int, float)		) else "-"
													A__							=       F"""{key}{sep}{v}"""
													name.append(UpperCAmelCase__		)

							return "_".join(UpperCAmelCase__		)



	@classmethod
	def 			__A							(       cls			,	UpperCAmelCase__		):
							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.]"			,	""			,	UpperCAmelCase__		)
																			A__							=       float(re.sub("[^0-9.]"			,	""			,	UpperCAmelCase__		)		)

													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










from .dependency_versions_table import deps
from .utils.versions import require_version, require_version_core


# define which module versions we always want to check at run time
# (usually the ones defined in `install_requires` in setup.py)
#
# order specific notes:
# - tqdm must be checked before tokenizers

UpperCAmelCase_							:      List[Any]      =  [
    "python",
    "tqdm",
    "regex",
    "requests",
    "packaging",
    "filelock",
    "numpy",
    "tokenizers",
    "huggingface-hub",
    "safetensors",
    "accelerate",
    "pyyaml",
]

for pkg in pkgs_to_check_at_runtime:
						if pkg in deps:
												if pkg == "tokenizers":
																		# must be loaded here, or else tqdm check may fail
																		from .utils import is_tokenizers_available

																		if not is_tokenizers_available():
																								continue  # not required, check version only if installed
												elif pkg == "accelerate":
																		# must be loaded here, or else tqdm check may fail
																		from .utils import is_accelerate_available

																		# Maybe switch to is_torch_available in the future here so that Accelerate is hard dep of
																		# Transformers with PyTorch
																		if not is_accelerate_available():
																								continue  # not required, check version only if installed

												require_version_core(deps[pkg])
						else:
												raise ValueError(F'''can\'t find {pkg} in {deps.keys()}, check dependency_versions_table.py''')
def  UpperCamelCase						(       _A			:				List[Any]			,							_A			:				int=None    )->       Optional[int]:





						"""simple docstring"""





						require_version(deps[pkg]			,							_A    )





