



import jax.numpy as jnp

from ...utils import logging
from ..ta.modeling_flax_ta import FlaxTaEncoderModel, FlaxTaForConditionalGeneration, FlaxTaModel
from .configuration_mta import MTaConfig


UpperCAmelCase__   =       logging.get_logger(__name__)

UpperCAmelCase__   =       "T5Config"





def 							A	(     _UpperCAmelCase				:   jnp.array							,   _UpperCAmelCase				:   int							,   _UpperCAmelCase				:   int    )				-> jnp.ndarray:







			'''simple docstring'''
			_UpperCAmelCase		       =   jnp.zeros_like(__UpperCAmelCase    )
			_UpperCAmelCase		       =   shifted_input_ids.at[:, 1:].set(input_ids[:, :-1]    )
			_UpperCAmelCase		       =   shifted_input_ids.at[:, 0].set(__UpperCAmelCase    )

			_UpperCAmelCase		       =   jnp.where(shifted_input_ids == -100							,   __UpperCAmelCase							,   __UpperCAmelCase    )
			return shifted_input_ids







class 			__lowerCAmelCase    (			__lowerCamelCase						):
			UpperCamelCase   					=     "mt5"
			UpperCamelCase   					=     MTaConfig







class 			__lowerCAmelCase    (			__lowerCamelCase						):
			UpperCamelCase   					=     "mt5"
			UpperCamelCase   					=     MTaConfig







class 			__lowerCAmelCase    (			__lowerCamelCase						):
			UpperCamelCase   					=     "mt5"
			UpperCamelCase   					=     MTaConfig







UpperCAmelCase_     							= 'Input must be a string of 8 numbers plus letter'
UpperCAmelCase_     							= 'TRWAGMYFPDXBNJZSQVHLCKE'




def 		lowerCAmelCase_    (  __UpperCAmelCase:			str      )      ->	bool:

    if not isinstance(__UpperCAmelCase		,   __UpperCAmelCase      ):
        UpperCamelCase__							:				Any          =      f"Expected string as input, found {type(__UpperCAmelCase      ).__name__}"
        raise TypeError(__UpperCAmelCase      )

    UpperCamelCase__							:				int          =      spanish_id.replace('''-'''		,   ''''''      ).upper()
    if len(__UpperCAmelCase      ) != 9:
        raise ValueError(__UpperCAmelCase      )

    try:
        UpperCamelCase__							:				List[str]          =      int(spanish_id_clean[0:8]      )
        UpperCamelCase__							:				Optional[int]          =      spanish_id_clean[8]
    except ValueError as ex:
        raise ValueError(__UpperCAmelCase      ) from ex

    if letter.isdigit():
        raise ValueError(__UpperCAmelCase      )

    return letter == LOOKUP_LETTERS[number % 23]


if __name__ == "__main__":
  import doctest

  doctest.testmod()

