
import jax.numpy as jnp

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


lowercase__       =logging.get_logger(__name__)

lowercase__       ='T5Config'




def    __UpperCamelCase     (				lowerCAmelCase__							:				jnp.array  ,   lowerCAmelCase__							:				int  ,   lowerCAmelCase__							:				int  ):
 __a :  Tuple						=  jnp.zeros_like(lowerCAmelCase__  )
 __a :  str						=  shifted_input_ids.at[:, 1:].set(input_ids[:, :-1]  )
 __a :  Dict						=  shifted_input_ids.at[:, 0].set(lowerCAmelCase__  )

 __a :  Tuple						=  jnp.where(shifted_input_ids == -1_0_0  ,   lowerCAmelCase__  ,   lowerCAmelCase__  )
 return shifted_input_ids



class 		UpperCamelCase__  (       __lowercase    ):
   _SCREAMING_SNAKE_CASE      :							str	       =      "mt5"
   _SCREAMING_SNAKE_CASE      :							Tuple	       =      MTaConfig





class 		UpperCamelCase__  (       __lowercase    ):
   _SCREAMING_SNAKE_CASE      :							Optional[int]	       =      "mt5"
   _SCREAMING_SNAKE_CASE      :							Any	       =      MTaConfig





class 		UpperCamelCase__  (       __lowercase    ):
   _SCREAMING_SNAKE_CASE      :							Tuple	       =      "mt5"
   _SCREAMING_SNAKE_CASE      :							Optional[Any]	       =      MTaConfig


def    __UpperCamelCase     (				lowerCAmelCase__							:				str  ,   lowerCAmelCase__							:				str  ):
 __a :  str						=  len(lowerCAmelCase__  )
 __a :  Optional[int]						=  []
 for i in range(len(lowerCAmelCase__  ) - pat_len + 1  ):
  __a :  str						=  True
  for j in range(lowerCAmelCase__  ):
   if s[i + j] != pattern[j]:
    __a :  Tuple						=  False
    break
  if match_found:
   position.append(lowerCAmelCase__  )
 return position


if __name__ == "__main__":
      assert naive_pattern_search('ABCDEFG', 'DE') == [3]
      print(naive_pattern_search('ABAAABCDBBABCDDEBCABC', 'ABC'))
