


import jax.numpy as jnp

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


UpperCAmelCase_   :				Optional[Any]						      =		logging.get_logger(__name__)

UpperCAmelCase_   :				Optional[Any]						      =		'T5Config'







def  SCREAMING_SNAKE_CASE_		(    __A				:    jnp.array						,					__A				:    int						,					__A				:    int       )			->	jnp.ndarray:

       """simple docstring"""

       a_      :	Dict							=						jnp.zeros_like(__A       )
       a_      :	str							=						shifted_input_ids.at[:, 1:].set(input_ids[:, :-1]       )
       a_      :	List[Any]							=						shifted_input_ids.at[:, 0].set(__A       )

       a_      :	Union[str, Any]							=						jnp.where(shifted_input_ids == -1_00						,					__A						,					__A       )
       return shifted_input_ids
class 				SCREAMING_SNAKE_CASE__						(       lowercase__    ):
      snake_case__       :  Dict       =		'''mt5'''
      snake_case__       :  Dict       =		MTaConfig
class 				SCREAMING_SNAKE_CASE__						(       lowercase__    ):
      snake_case__       :  Tuple       =		'''mt5'''
      snake_case__       :  Tuple       =		MTaConfig
class 				SCREAMING_SNAKE_CASE__						(       lowercase__    ):
      snake_case__       :  Dict       =		'''mt5'''
      snake_case__       :  Any       =		MTaConfig






def  SCREAMING_SNAKE_CASE_		(    __A				:    list       )			->	list:

       """simple docstring"""

       if len(__A       ) <= 1:
              return [tuple(__A       )]

       a_      :	Optional[Any]							=						[]

       def generate(__A				:    int						,					__A				:    list       ):
              a_      :	str							=						[0] * n
              res.append(tuple(__A       )       )

              a_      :	Optional[int]							=						0
              while i < n:
                     if c[i] < i:
                            if i % 2 == 0:
                                   a_							,	a_      :	Dict							=						arr[i], arr[0]
                            else:
                                   a_							,	a_      :	Union[str, Any]							=						arr[i], arr[c[i]]
                            res.append(tuple(__A       )       )
                            c[i] += 1
                            a_      :	Dict							=						0
                     else:
                            a_      :	Optional[Any]							=						0
                            i += 1

       generate(len(__A       )						,					__A       )
       return res


if __name__ == "__main__":
   UpperCAmelCase_   :				Union[str, Any]						      = input('Enter numbers separated by a comma:\n').strip()
   UpperCAmelCase_   :				Optional[Any]						      = [int(item) for item in user_input.split(',')]
   print(heaps(arr))


