



import copy
import re




class 							lowerCAmelCase__  :
					__A     :    int           =						'hp'
					__A     :    Optional[Any]           =						{}
					__A     :    Optional[Any]           =						None







					@classmethod
					def  _lowercase			(       cls      :     List[Any]			,		_A      :     Dict			,		_A      :     Any):
											A__	:							Union[str, Any]						    = prefix
											A__	:							Union[str, Any]						    = defaults
											cls.build_naming_info()







					@staticmethod
					def  _lowercase			(       _A      :     Dict			,		_A      :     Any):





											if len(UpperCamelCase__) == 0:
																	return ""
											A__	:							List[Any]						    = 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__	:							Optional[int]						    = word[:prefix_len]
																	if prefix in info["reverse_short_word"]:
																							continue
																	else:
																							A__	:							Dict						    = prefix
																							break

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

																	A__	:							Tuple						    = 0
																	while True:
																							A__	:							int						    = word + '''#''' + int_to_alphabetic(UpperCamelCase__)
																							if sword in info["reverse_short_word"]:
																													continue
																							else:
																													A__	:							str						    = sword
																													break

											A__	:							Union[str, Any]						    = short_word
											A__	:							Dict						    = word
											return short_word







					@staticmethod
					def  _lowercase			(       _A      :     Dict			,		_A      :     List[Any]):
											A__	:							Optional[Any]						    = param_name.split("_")

											A__	:							Dict						    = [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__	:							Optional[Any]						    = ['''''', '''_''']

											for separator in separators:
																	A__	:							Optional[Any]						    = separator.join(UpperCamelCase__)
																	if shortname not in info["reverse_short_param"]:
																							A__	:							Optional[int]						    = shortname
																							A__	:							Union[str, Any]						    = param_name
																							return shortname

											return param_name







					@staticmethod
					def  _lowercase			(       _A      :     List[Any]			,		_A      :     Any):
											A__	:							int						    = TrialShortNamer.shortname_for_key(UpperCamelCase__			,		UpperCamelCase__)
											A__	:							str						    = short_name
											A__	:							Tuple						    = param_name







					@classmethod
					def  _lowercase			(       cls      :     List[Any]):





											if cls.NAMING_INFO is not None:
																	return

											A__	:							Dict						    = {
											    '''short_word''': {},
											    '''reverse_short_word''': {},
											    '''short_param''': {},
											    '''reverse_short_param''': {},
											}

											A__	:							Union[str, Any]						    = list(cls.DEFAULTS.keys())

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

											A__	:							int						    = info







					@classmethod
					def  _lowercase			(       cls      :     str			,		_A      :     List[str]):
											cls.build_naming_info()
											assert cls.PREFIX is not None
											A__	:							Any						    = [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__	:							str						    = cls.NAMING_INFO['''short_param'''][k]

																	if isinstance(UpperCamelCase__			,		UpperCamelCase__):
																							A__	:							int						    = 1 if v else 0

																	A__	:							List[Any]						    = '''''' if isinstance(UpperCamelCase__			,		(int, float)) else '''-'''
																	A__	:							str						    = F'{key}{sep}{v}'
																	name.append(UpperCamelCase__)

											return "_".join(UpperCamelCase__)







					@classmethod
					def  _lowercase			(       cls      :     List[Any]			,		_A      :     Dict):
											A__	:							Optional[int]						    = repr[len(cls.PREFIX) + 1 :]
											if repr == "":
																	A__	:							Union[str, Any]						    = []
											else:
																	A__	:							int						    = repr.split("_")

											A__	:							Optional[int]						    = {}

											for value in values:
																	if "-" in value:
																							A__	:							List[str]						    = value.split("-")
																	else:
																							A__	:							Tuple						    = re.sub("[0-9.]"			,		""			,		UpperCamelCase__)
																							A__	:							Optional[Any]						    = float(re.sub("[^0-9.]"			,		""			,		UpperCamelCase__))

																	A__	:							int						    = cls.NAMING_INFO['''reverse_short_param'''][p_k]

																	A__	:							Optional[Any]						    = p_v

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

											return parameters




import unittest

from transformers import load_tool

from .test_tools_common import ToolTesterMixin




class 							lowerCAmelCase__  (	unittest.TestCase					,							UpperCamelCase						):







					def  _lowercase			(       self      :     List[Any]):
											A__	:							Optional[Any]						    = load_tool("text-classification")
											self.tool.setup()
											A__	:							Any						    = load_tool("text-classification"			,		remote=_A)







					def  _lowercase			(       self      :     List[Any]):
											A__	:							Optional[Any]						    = self.tool("That's quite cool"			,		["positive", "negative"])
											self.assertEqual(_A			,		"positive")







					def  _lowercase			(       self      :     List[str]):
											A__	:							Any						    = self.remote_tool("That's quite cool"			,		["positive", "negative"])
											self.assertEqual(_A			,		"positive")







					def  _lowercase			(       self      :     Optional[Any]):
											A__	:							List[str]						    = self.tool(text="That's quite cool"			,		labels=["positive", "negative"])
											self.assertEqual(_A			,		"positive")







					def  _lowercase			(       self      :     Tuple):
											A__	:							Union[str, Any]						    = self.remote_tool(text="That's quite cool"			,		labels=["positive", "negative"])
											self.assertEqual(_A			,		"positive")