





import copy
import re






class       __A					:

			'''simple docstring'''







			lowerCAmelCase_							  =		"""hp"""
			lowerCAmelCase_							  =		{}
			lowerCAmelCase_							  =		None





			@classmethod
			def 	__lowerCamelCase       (					cls ,						__lowerCAmelCase ,						__lowerCAmelCase							):



				'''simple docstring'''







				lowerCamelCase__              =	prefix
				lowerCamelCase__              =	defaults
				cls.build_naming_info()





			@staticmethod
			def 	__lowerCamelCase       (					__lowerCAmelCase ,						__lowerCAmelCase							):



				'''simple docstring'''







				if len(__lowerCAmelCase							) == 0:
					return ""
				lowerCamelCase__              =	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(__lowerCAmelCase							) + 1							):
					lowerCamelCase__              =	word[:prefix_len]
					if prefix in info["reverse_short_word"]:
						continue
					else:
						lowerCamelCase__              =	prefix
						break

				if short_word is None:
					# Paranoid fallback
					def int_to_alphabetic(__lowerCAmelCase							):
						lowerCamelCase__              =	''''''
						while integer != 0:
							lowerCamelCase__              =	chr(ord('''A'''							) + integer % 1_0							) + s
							integer //= 1_0
						return s

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

				lowerCamelCase__              =	short_word
				lowerCamelCase__              =	word
				return short_word





			@staticmethod
			def 	__lowerCamelCase       (					__lowerCAmelCase ,						__lowerCAmelCase							):



				'''simple docstring'''







				lowerCamelCase__              =	param_name.split('''_'''							)

				lowerCamelCase__              =	[TrialShortNamer.shortname_for_word(__lowerCAmelCase ,						__lowerCAmelCase							) 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
				lowerCamelCase__              =	['''''', '''_''']

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

				return param_name





			@staticmethod
			def 	__lowerCamelCase       (					__lowerCAmelCase ,						__lowerCAmelCase							):



				'''simple docstring'''







				lowerCamelCase__              =	TrialShortNamer.shortname_for_key(__lowerCAmelCase ,						__lowerCAmelCase							)
				lowerCamelCase__              =	short_name
				lowerCamelCase__              =	param_name





			@classmethod
			def 	__lowerCamelCase       (					cls							):



				'''simple docstring'''







				if cls.NAMING_INFO is not None:
					return

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

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

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

				lowerCamelCase__              =	info





			@classmethod
			def 	__lowerCamelCase       (					cls ,						__lowerCAmelCase							):



				'''simple docstring'''







				cls.build_naming_info()
				assert cls.PREFIX is not None
				lowerCamelCase__              =	[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

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

					if isinstance(__lowerCAmelCase ,						__lowerCAmelCase							):
						lowerCamelCase__              =	1 if v else 0

					lowerCamelCase__              =	'''''' if isinstance(__lowerCAmelCase ,						(int, float)							) else '''-'''
					lowerCamelCase__              =	F'{key}{sep}{v}'
					name.append(__lowerCAmelCase							)

				return "_".join(__lowerCAmelCase							)





			@classmethod
			def 	__lowerCamelCase       (					cls ,						__lowerCAmelCase							):



				'''simple docstring'''







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

				lowerCamelCase__              =	{}

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

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

					lowerCamelCase__              =	p_v

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

				return parameters










from ...processing_utils import ProcessorMixin
from ...tokenization_utils_base import BatchEncoding






class       __A					(					lowerCAmelCase				):

			'''simple docstring'''







			lowerCAmelCase_							  =		"""ClapFeatureExtractor"""
			lowerCAmelCase_							  =		("""RobertaTokenizer""", """RobertaTokenizerFast""")





			def __init__(					self ,						__lowerCAmelCase ,						__lowerCAmelCase							):



				'''simple docstring'''







				super().__init__(__lowerCAmelCase ,						__lowerCAmelCase							)





			def __call__(					self ,						__lowerCAmelCase=None ,						__lowerCAmelCase=None ,						__lowerCAmelCase=None ,						**__lowerCAmelCase							):



				'''simple docstring'''







				lowerCamelCase__              =	kwargs.pop('''sampling_rate''' ,						__lowerCAmelCase							)

				if text is None and audios is None:
					raise ValueError('''You have to specify either text or audios. Both cannot be none.'''							)

				if text is not None:
					lowerCamelCase__              =	self.tokenizer(__lowerCAmelCase ,						return_tensors=__lowerCAmelCase ,						**__lowerCAmelCase							)

				if audios is not None:
					lowerCamelCase__              =	self.feature_extractor(
					    __lowerCAmelCase ,						sampling_rate=__lowerCAmelCase ,						return_tensors=__lowerCAmelCase ,						**__lowerCAmelCase							)

				if text is not None and audios is not None:
					lowerCamelCase__              =	audio_features.input_features
					return encoding
				elif text is not None:
					return encoding
				else:
					return BatchEncoding(data=dict(**__lowerCAmelCase							) ,						tensor_type=__lowerCAmelCase							)





			def 	__lowerCamelCase       (					self ,						*__lowerCAmelCase ,						**__lowerCAmelCase							):



				'''simple docstring'''







				return self.tokenizer.batch_decode(*__lowerCAmelCase ,						**__lowerCAmelCase							)





			def 	__lowerCamelCase       (					self ,						*__lowerCAmelCase ,						**__lowerCAmelCase							):



				'''simple docstring'''







				return self.tokenizer.decode(*__lowerCAmelCase ,						**__lowerCAmelCase							)





			@property
			def 	__lowerCamelCase       (					self							):



				'''simple docstring'''







				lowerCamelCase__              =	self.tokenizer.model_input_names
				lowerCamelCase__              =	self.feature_extractor.model_input_names
				return list(dict.fromkeys(tokenizer_input_names + feature_extractor_input_names							)							)



