





"""simple docstring"""





from __future__ import annotations



def 					lowerCAmelCase_      (   SCREAMING_SNAKE_CASE							:				str     ,    SCREAMING_SNAKE_CASE							:				list[str] | None = None ):


							'''simple docstring'''







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

							__lowerCamelCase   :   list[list[list[str]]]       =[]
							for _ in range(SCREAMING_SNAKE_CASE ):
														table.append([] )
							# seed value
							__lowerCamelCase   :   Optional[Any]       =[[]]  # because empty string has empty combination

							# iterate through the indices
							for i in range(SCREAMING_SNAKE_CASE ):
														# condition
														if table[i] != []:
																					for word in word_bank:
																												# slice condition
																												if target[i : i + len(SCREAMING_SNAKE_CASE )] == word:
																																			__lowerCamelCase   :   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(SCREAMING_SNAKE_CASE )] += new_combinations

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

							return table[len(SCREAMING_SNAKE_CASE )]


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'],
							    )
							)











"""simple docstring"""





from packaging import version

from .import_utils import is_accelerate_available


if is_accelerate_available():
							import accelerate



def 					lowerCAmelCase_      (   SCREAMING_SNAKE_CASE							:				str ):


							'''simple docstring'''







							if not is_accelerate_available():
														return method
							__lowerCamelCase   :   Dict       =version.parse(accelerate.__version__ ).base_version
							if version.parse(SCREAMING_SNAKE_CASE ) < version.parse('''0.17.0''' ):
														return method

							def wrapper(self							:				List[Any]     ,    *SCREAMING_SNAKE_CASE							:				Any     ,    **SCREAMING_SNAKE_CASE							:				List[str] ):
														if hasattr(self     ,    '''_hf_hook''' ) and hasattr(self._hf_hook     ,    '''pre_forward''' ):
																					self._hf_hook.pre_forward(self )
														return method(self     ,    *SCREAMING_SNAKE_CASE     ,    **SCREAMING_SNAKE_CASE )

							return wrapper




