


"""simple docstring"""





import warnings
from contextlib import contextmanager

from ...processing_utils import ProcessorMixin
from .feature_extraction_wavaveca import WavaVecaFeatureExtractor
from .tokenization_wavaveca import WavaVecaCTCTokenizer



class 						snake_case_(				a__	):
     __UpperCamelCase     =    '''Wav2Vec2FeatureExtractor'''
     __UpperCamelCase     =    '''AutoTokenizer'''






     def __init__(		self     :    List[Any]    , UpperCamelCase_     :    str    , UpperCamelCase_     :    int ):
           super().__init__(UpperCamelCase_    , UpperCamelCase_ )
           lowerCAmelCase    :		List[str]				=      self.feature_extractor
           lowerCAmelCase    :		List[str]				=      False






     @classmethod
     def    lowerCamelCase__   (		cls     :    Tuple    , UpperCamelCase_     :    Union[str, Any]    , **UpperCamelCase_     :    List[str] ):
           try:
                 return super().from_pretrained(UpperCamelCase_    , **UpperCamelCase_ )
           except OSError:
                 warnings.warn(
                     F'''Loading a tokenizer inside {cls.__name__} from a config that does not'''
                     ''' include a `tokenizer_class` attribute is deprecated and will be '''
                     '''removed in v5. Please add `\'tokenizer_class\': \'Wav2Vec2CTCTokenizer\'`'''
                     ''' attribute to either your `config.json` or `tokenizer_config.json` '''
                     '''file to suppress this warning: '''    , UpperCamelCase_    , )

                 lowerCAmelCase    :		int				=      WavaVecaFeatureExtractor.from_pretrained(UpperCamelCase_    , **UpperCamelCase_ )
                 lowerCAmelCase    :		Union[str, Any]				=      WavaVecaCTCTokenizer.from_pretrained(UpperCamelCase_    , **UpperCamelCase_ )

                 return cls(feature_extractor=UpperCamelCase_    , tokenizer=UpperCamelCase_ )






     def __call__(		self     :    Any    , *UpperCamelCase_     :    int    , **UpperCamelCase_     :    Union[str, Any] ):
           # For backward compatibility
           if self._in_target_context_manager:
                 return self.current_processor(*UpperCamelCase_    , **UpperCamelCase_ )

           if "raw_speech" in kwargs:
                 warnings.warn('''Using `raw_speech` as a keyword argument is deprecated. Use `audio` instead.''' )
                 lowerCAmelCase    :		Tuple				=      kwargs.pop('''raw_speech''' )
           else:
                 lowerCAmelCase    :		Tuple				=      kwargs.pop('''audio'''    , UpperCamelCase_ )
           lowerCAmelCase    :		List[str]				=      kwargs.pop('''sampling_rate'''    , UpperCamelCase_ )
           lowerCAmelCase    :		int				=      kwargs.pop('''text'''    , UpperCamelCase_ )
           if len(UpperCamelCase_ ) > 0:
                 lowerCAmelCase    :		int				=      args[0]
                 lowerCAmelCase    :		int				=      args[1:]

           if audio is None and text is None:
                 raise ValueError('''You need to specify either an `audio` or `text` input to process.''' )

           if audio is not None:
                 lowerCAmelCase    :		Optional[int]				=      self.feature_extractor(UpperCamelCase_    , *UpperCamelCase_    , sampling_rate=UpperCamelCase_    , **UpperCamelCase_ )
           if text is not None:
                 lowerCAmelCase    :		Optional[int]				=      self.tokenizer(UpperCamelCase_    , **UpperCamelCase_ )

           if text is None:
                 return inputs
           elif audio is None:
                 return encodings
           else:
                 lowerCAmelCase    :		List[Any]				=      encodings['''input_ids''']
                 return inputs






     def    lowerCamelCase__   (		self     :    str    , *UpperCamelCase_     :    List[str]    , **UpperCamelCase_     :    Tuple ):
           # For backward compatibility
           if self._in_target_context_manager:
                 return self.current_processor.pad(*UpperCamelCase_    , **UpperCamelCase_ )

           lowerCAmelCase    :		Tuple				=      kwargs.pop('''input_features'''    , UpperCamelCase_ )
           lowerCAmelCase    :		Optional[int]				=      kwargs.pop('''labels'''    , UpperCamelCase_ )
           if len(UpperCamelCase_ ) > 0:
                 lowerCAmelCase    :		Union[str, Any]				=      args[0]
                 lowerCAmelCase    :		Optional[int]				=      args[1:]

           if input_features is not None:
                 lowerCAmelCase    :		Tuple				=      self.feature_extractor.pad(UpperCamelCase_    , *UpperCamelCase_    , **UpperCamelCase_ )
           if labels is not None:
                 lowerCAmelCase    :		Optional[Any]				=      self.tokenizer.pad(UpperCamelCase_    , **UpperCamelCase_ )

           if labels is None:
                 return input_features
           elif input_features is None:
                 return labels
           else:
                 lowerCAmelCase    :		int				=      labels['''input_ids''']
                 return input_features






     def    lowerCamelCase__   (		self     :    Union[str, Any]    , *UpperCamelCase_     :    List[str]    , **UpperCamelCase_     :    Any ):
           return self.tokenizer.batch_decode(*UpperCamelCase_    , **UpperCamelCase_ )






     def    lowerCamelCase__   (		self     :    Optional[Any]    , *UpperCamelCase_     :    Dict    , **UpperCamelCase_     :    Union[str, Any] ):
           return self.tokenizer.decode(*UpperCamelCase_    , **UpperCamelCase_ )






     @contextmanager
     def    lowerCamelCase__   (		self     :    Optional[int] ):
           warnings.warn(
               '''`as_target_processor` is deprecated and will be removed in v5 of Transformers. You can process your '''
               '''labels by using the argument `text` of the regular `__call__` method (either in the same call as '''
               '''your audio inputs, or in a separate call.''' )
           lowerCAmelCase    :		Union[str, Any]				=      True
           lowerCAmelCase    :		List[str]				=      self.tokenizer
           yield
           lowerCAmelCase    :		Optional[Any]				=      self.feature_extractor
           lowerCAmelCase    :		Union[str, Any]				=      False






"""simple docstring"""





snake_case__						:   str			 = [
    999,
    800,
    799,
    600,
    599,
    500,
    400,
    399,
    377,
    355,
    333,
    311,
    288,
    266,
    244,
    222,
    200,
    199,
    177,
    155,
    133,
    111,
    88,
    66,
    44,
    22,
    0,
]

snake_case__						:   Optional[Any]			 = [
    999,
    976,
    952,
    928,
    905,
    882,
    858,
    857,
    810,
    762,
    715,
    714,
    572,
    429,
    428,
    286,
    285,
    238,
    190,
    143,
    142,
    118,
    95,
    71,
    47,
    24,
    0,
]

snake_case__						:   Any			 = [
    999,
    988,
    977,
    966,
    955,
    944,
    933,
    922,
    911,
    900,
    899,
    879,
    859,
    840,
    820,
    800,
    799,
    766,
    733,
    700,
    699,
    650,
    600,
    599,
    500,
    499,
    400,
    399,
    350,
    300,
    299,
    266,
    233,
    200,
    199,
    179,
    159,
    140,
    120,
    100,
    99,
    88,
    77,
    66,
    55,
    44,
    33,
    22,
    11,
    0,
]

snake_case__						:   Optional[Any]			 = [
    999,
    995,
    992,
    989,
    985,
    981,
    978,
    975,
    971,
    967,
    964,
    961,
    957,
    956,
    951,
    947,
    942,
    937,
    933,
    928,
    923,
    919,
    914,
    913,
    908,
    903,
    897,
    892,
    887,
    881,
    876,
    871,
    870,
    864,
    858,
    852,
    846,
    840,
    834,
    828,
    827,
    820,
    813,
    806,
    799,
    792,
    785,
    784,
    777,
    770,
    763,
    756,
    749,
    742,
    741,
    733,
    724,
    716,
    707,
    699,
    698,
    688,
    677,
    666,
    656,
    655,
    645,
    634,
    623,
    613,
    612,
    598,
    584,
    570,
    569,
    555,
    541,
    527,
    526,
    505,
    484,
    483,
    462,
    440,
    439,
    396,
    395,
    352,
    351,
    308,
    307,
    264,
    263,
    220,
    219,
    176,
    132,
    88,
    44,
    0,
]

snake_case__						:   int			 = [
    999,
    997,
    995,
    992,
    990,
    988,
    986,
    984,
    981,
    979,
    977,
    975,
    972,
    970,
    968,
    966,
    964,
    961,
    959,
    957,
    956,
    954,
    951,
    949,
    946,
    944,
    941,
    939,
    936,
    934,
    931,
    929,
    926,
    924,
    921,
    919,
    916,
    914,
    913,
    910,
    907,
    905,
    902,
    899,
    896,
    893,
    891,
    888,
    885,
    882,
    879,
    877,
    874,
    871,
    870,
    867,
    864,
    861,
    858,
    855,
    852,
    849,
    846,
    843,
    840,
    837,
    834,
    831,
    828,
    827,
    824,
    821,
    817,
    814,
    811,
    808,
    804,
    801,
    798,
    795,
    791,
    788,
    785,
    784,
    780,
    777,
    774,
    770,
    766,
    763,
    760,
    756,
    752,
    749,
    746,
    742,
    741,
    737,
    733,
    730,
    726,
    722,
    718,
    714,
    710,
    707,
    703,
    699,
    698,
    694,
    690,
    685,
    681,
    677,
    673,
    669,
    664,
    660,
    656,
    655,
    650,
    646,
    641,
    636,
    632,
    627,
    622,
    618,
    613,
    612,
    607,
    602,
    596,
    591,
    586,
    580,
    575,
    570,
    569,
    563,
    557,
    551,
    545,
    539,
    533,
    527,
    526,
    519,
    512,
    505,
    498,
    491,
    484,
    483,
    474,
    466,
    457,
    449,
    440,
    439,
    428,
    418,
    407,
    396,
    395,
    381,
    366,
    352,
    351,
    330,
    308,
    307,
    286,
    264,
    263,
    242,
    220,
    219,
    176,
    175,
    132,
    131,
    88,
    44,
    0,
]

snake_case__						:   Union[str, Any]			 = [
    999,
    991,
    982,
    974,
    966,
    958,
    950,
    941,
    933,
    925,
    916,
    908,
    900,
    899,
    874,
    850,
    825,
    800,
    799,
    700,
    600,
    500,
    400,
    300,
    200,
    100,
    0,
]

snake_case__						:   List[Any]			 = [
    999,
    992,
    985,
    978,
    971,
    964,
    957,
    949,
    942,
    935,
    928,
    921,
    914,
    907,
    900,
    899,
    879,
    859,
    840,
    820,
    800,
    799,
    766,
    733,
    700,
    699,
    650,
    600,
    599,
    500,
    499,
    400,
    399,
    300,
    299,
    200,
    199,
    100,
    99,
    0,
]

snake_case__						:   Optional[int]			 = [
    999,
    996,
    992,
    989,
    985,
    982,
    979,
    975,
    972,
    968,
    965,
    961,
    958,
    955,
    951,
    948,
    944,
    941,
    938,
    934,
    931,
    927,
    924,
    920,
    917,
    914,
    910,
    907,
    903,
    900,
    899,
    891,
    884,
    876,
    869,
    861,
    853,
    846,
    838,
    830,
    823,
    815,
    808,
    800,
    799,
    788,
    777,
    766,
    755,
    744,
    733,
    722,
    711,
    700,
    699,
    688,
    677,
    666,
    655,
    644,
    633,
    622,
    611,
    600,
    599,
    585,
    571,
    557,
    542,
    528,
    514,
    500,
    499,
    485,
    471,
    457,
    442,
    428,
    414,
    400,
    399,
    379,
    359,
    340,
    320,
    300,
    299,
    279,
    259,
    240,
    220,
    200,
    199,
    166,
    133,
    100,
    99,
    66,
    33,
    0,
]


