'''simple docstring'''





import importlib
import os
from dataclasses import dataclass
from enum import Enum
from typing import Any, Dict, Optional, Union

import torch

from ..utils import BaseOutput


_lowerCAmelCase  :str  				=    """scheduler_config.json"""






class 				UpperCAmelCase (       _SCREAMING_SNAKE_CASE ):




    '''simple docstring'''







    snake_case__							:   str							=						1
    snake_case__							:   Optional[int]							=						2
    snake_case__							:   List[Any]							=						3
    snake_case__							:   str							=						4
    snake_case__							:   Optional[Any]							=						5
    snake_case__							:   List[Any]							=						6
    snake_case__							:   Dict							=						7
    snake_case__							:   List[str]							=						8
    snake_case__							:   Tuple							=						9
    snake_case__							:   Union[str, Any]							=						1_0
    snake_case__							:   List[str]							=						1_1
    snake_case__							:   str							=						1_2
    snake_case__							:   Any							=						1_3
    snake_case__							:   Tuple							=						1_4






@dataclass
class 				UpperCAmelCase (       _SCREAMING_SNAKE_CASE ):




    '''simple docstring'''







    snake_case__							:   torch.FloatTensor






class 				UpperCAmelCase :




    '''simple docstring'''







    snake_case__							:   List[Any]							=						SCHEDULER_CONFIG_NAME
    snake_case__							:   Union[str, Any]							=						[]
    snake_case__							:   str							=						True






    @classmethod
    def       _UpperCamelCase    (       cls    ,							lowercase__ = None    ,							lowercase__ = None    ,							lowercase__=False    ,							**lowercase__    ,							)							-> Tuple:
         SCREAMING_SNAKE_CASE	,   SCREAMING_SNAKE_CASE	,   SCREAMING_SNAKE_CASE					:			Any    	=       cls.load_config(
             pretrained_model_name_or_path=lowercase__    ,							subfolder=lowercase__    ,							return_unused_kwargs=lowercase__    ,							return_commit_hash=lowercase__    ,							**lowercase__    ,							)
         return cls.from_config(lowercase__    ,							return_unused_kwargs=lowercase__    ,							**lowercase__ )






    def       _UpperCamelCase    (       self    ,							lowercase__    ,							lowercase__ = False    ,							**lowercase__ )							-> str:
         self.save_config(save_directory=lowercase__    ,							push_to_hub=lowercase__    ,							**lowercase__ )






    @property
    def       _UpperCamelCase    (       self )							-> Tuple:
         return self._get_compatibles()






    @classmethod
    def       _UpperCamelCase    (       cls )							-> Union[str, Any]:
         SCREAMING_SNAKE_CASE					:			int    	=       list(set([cls.__name__] + cls._compatibles ) )
         SCREAMING_SNAKE_CASE					:			Optional[int]    	=       importlib.import_module(__name__.split('.' )[0] )
         SCREAMING_SNAKE_CASE					:			str    	=       [
             getattr(lowercase__    ,							lowercase__ ) for c in compatible_classes_str if hasattr(lowercase__    ,							lowercase__ )
         ]
         return compatible_classes




'''simple docstring'''





from __future__ import annotations


def     __lowerCAmelCase						(       a_       ,      a_ = None		)      ->	list[list[str]]:





     '''simple docstring'''





     SCREAMING_SNAKE_CASE					:			Optional[int]    	=       word_bank or []
     # create a table
     SCREAMING_SNAKE_CASE					:			int    	=       len(a_		) + 1

     SCREAMING_SNAKE_CASE					:			list[list[list[str]]]    	=       []
     for _ in range(a_		):
          table.append([]		)
     # seed value
     SCREAMING_SNAKE_CASE					:			List[Any]    	=       [[]]  # 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:
                         SCREAMING_SNAKE_CASE					:			list[list[str]]    	=       [
                             [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"""],
     )
 )



