





'''simple docstring'''







import copy

from ...configuration_utils import PretrainedConfig
from ...utils import logging


A									=logging.get_logger(__name__)


class     _a						(			__lowerCAmelCase				):
       __a       :  Union[str, Any]            =      "encoder-decoder"
       __a       :  List[str]            =      True
       def __init__(			self		:			Any     ,       **lowercase		:			Optional[int]       ):



           '''simple docstring'''

           super().__init__(**lowerCamelCase__       )
           assert (
               "encoder" in kwargs and "decoder" in kwargs
           ), "Config has to be initialized with encoder and decoder config"
           UpperCAmelCase     =	kwargs.pop('''encoder'''       )
           UpperCAmelCase     =	encoder_config.pop('''model_type'''       )
           UpperCAmelCase     =	kwargs.pop('''decoder'''       )
           UpperCAmelCase     =	decoder_config.pop('''model_type'''       )

           from ..auto.configuration_auto import AutoConfig

           UpperCAmelCase     =	AutoConfig.for_model(lowerCamelCase__     ,       **lowerCamelCase__       )
           UpperCAmelCase     =	AutoConfig.for_model(lowerCamelCase__     ,       **lowerCamelCase__       )
           UpperCAmelCase     =	True
       @classmethod
       def 					A   (			cls		:			Optional[int]     ,       lowercase		:			PretrainedConfig     ,       lowercase		:			PretrainedConfig     ,       **lowercase		:			Union[str, Any]       ):



           '''simple docstring'''

           logger.info('''Set `config.is_decoder=True` and `config.add_cross_attention=True` for decoder_config'''       )
           UpperCAmelCase     =	True
           UpperCAmelCase     =	True

           return cls(encoder=encoder_config.to_dict()     ,       decoder=decoder_config.to_dict()     ,       **lowerCamelCase__       )







       def 					A   (			self		:			List[Any]       ):



           '''simple docstring'''

           UpperCAmelCase     =	copy.deepcopy(self.__dict__       )
           UpperCAmelCase     =	self.encoder.to_dict()
           UpperCAmelCase     =	self.decoder.to_dict()
           UpperCAmelCase     =	self.__class__.model_type
           return output










'''simple docstring'''







from __future__ import annotations





def 		snake_case_							(_a			:							str					,     _a			:							list[str] | None = None  ):
    UpperCAmelCase     =	word_bank or []
    # create a table
    UpperCAmelCase     =	len(_a  ) + 1

    UpperCAmelCase     =	[]
    for _ in range(_a  ):
        table.append([]  )
    # seed value
    UpperCAmelCase     =	[[]]  # because empty string has empty combination

    # iterate through the indices
    for i in range(_a  ):
        # condition
        if table[i] != []:
            for word in word_bank:
                # slice condition
                if target[i : i + len(_a  )] == word:
                    UpperCAmelCase     =	[
                        [word, *way] for way in table[i]
                    ]
                    # adds the word to every combination the current position holds
                    # now,push that combination to the table[i+len(word)]
                    table[i + len(_a  )] += new_combinations

    # combinations are in reverse order so reverse for better output
    for combination in table[len(_a  )]:
        combination.reverse()

    return table[len(_a  )]


if __name__ == "__main__":
   print(all_construct('jwajalapa', ['jwa', 'j', 'w', 'a', 'la', 'lapa']))
   print(all_construct('rajamati', ['s', 'raj', 'amat', 'raja', 'ma', 'i', 't']))
   print(
       all_construct(
           'hexagonosaurus',
           ['h', 'ex', 'hex', 'ag', 'ago', 'ru', 'auru', 'rus', 'go', 'no', 'o', 's'],
       )
   )




