


'''simple docstring'''
from dataclasses import dataclass, field
from typing import TYPE_CHECKING, Any, ClassVar, Dict, List, Optional, Union

import pyarrow as pa


if TYPE_CHECKING:
 from .features import FeatureType

@dataclass
class     _lowerCamelCase       :




 '''simple docstring'''
 __lowercase					:		List[str]
 __lowercase					:		Optional[str]     				=    None
 # Automatically constructed
 __lowercase					:		ClassVar[str]     				=    "dict"
 __lowercase					:		ClassVar[Any]     				=    None
 __lowercase					:		str     				=    field(default='''Translation'''     ,		init=__lowerCAmelCase     ,		repr=__lowerCAmelCase					)


 def __call__(   self    ):

  """simple docstring"""







  return pa.struct({lang: pa.string() for lang in sorted(self.languages    )}    )







 def 			snake_case__ (   self    ):

  """simple docstring"""







  from .features import Value

  return {k: Value('string'    ) for k in sorted(self.languages    )}


@dataclass
class     _lowerCamelCase       :




 '''simple docstring'''
 __lowercase					:		Optional[List]     				=    None
 __lowercase					:		Optional[int]     				=    None
 __lowercase					:		Optional[str]     				=    None
 # Automatically constructed
 __lowercase					:		ClassVar[str]     				=    "dict"
 __lowercase					:		ClassVar[Any]     				=    None
 __lowercase					:		str     				=    field(default='''TranslationVariableLanguages'''     ,		init=__lowerCAmelCase     ,		repr=__lowerCAmelCase					)


 def 			snake_case__ (   self    ):

  """simple docstring"""







  __A	:		Optional[int]	  =      sorted(set(self.languages    )    ) if self.languages else None
  __A	:		Union[str, Any]	  =      len(self.languages    ) if self.languages else None


 def __call__(   self    ):

  """simple docstring"""







  return pa.struct({'language': pa.list_(pa.string()    ), 'translation': pa.list_(pa.string()    )}    )


 def 			snake_case__ (   self   ,   __lowercase    ):

  """simple docstring"""







  __A	:		Tuple	  =      set(self.languages    )
  if self.languages and set(_UpperCAmelCase    ) - lang_set:
   raise ValueError(
       F"""Some languages in example ({', '.join(sorted(set(_UpperCAmelCase    ) - lang_set    )    )}) are not in valid set ({', '.join(_UpperCAmelCase    )})."""    )

  # Convert dictionary into tuples, splitting out cases where there are
  # multiple translations for a single language.
  __A	:		List[Any]	  =      []
  for lang, text in translation_dict.items():
   if isinstance(_UpperCAmelCase   ,   _UpperCAmelCase    ):
    translation_tuples.append((lang, text)    )
   else:
    translation_tuples.extend([(lang, el) for el in text]    )

        # Ensure translations are in ascending order by language code.
  __A  ,__A	:		Union[str, Any]	  =      zip(*sorted(_UpperCAmelCase    )    )

  return {"language": languages, "translation": translations}







 def 			snake_case__ (   self    ):

  """simple docstring"""







  from .features import Sequence, Value

  return {
      "language": Sequence(Value('string'    )    ),
      "translation": Sequence(Value('string'    )    ),
  }












"""simple docstring"""

from .configuration_bert_masked import MaskedBertConfig
from .modeling_bert_masked import (
    MaskedBertForMultipleChoice,
    MaskedBertForQuestionAnswering,
    MaskedBertForSequenceClassification,
    MaskedBertForTokenClassification,
    MaskedBertModel,
)
from .modules import *

