


"""simple docstring"""


def    a__       ( __lowercase   ,	__lowercase   ,	__lowercase   ,	__lowercase      )		->		int:
				return len_board * len_board_column * row + column






def    a__       ( __lowercase   ,	__lowercase   ,	__lowercase   ,	__lowercase   ,	__lowercase   ,	__lowercase   ,	)		->		bool:

				if board[row][column] != word[word_index]:
								return False

				if word_index == len(__lowercase      ) - 1:
								return True

				_A         =	[(0, 1), (0, -1), (-1, 0), (1, 0)]
				_A         =	len(__lowercase      )
				_A         =	len(board[0]      )
				for direction in traverts_directions:
								_A         =	row + direction[0]
								_A         =	column + direction[1]
								if not (0 <= next_i < len_board and 0 <= next_j < len_board_column):
												continue

								_A         =	get_point_key(__lowercase   ,	__lowercase   ,	__lowercase   ,	__lowercase      )
								if key in visited_points_set:
												continue

								visited_points_set.add(__lowercase      )
								if exits_word(__lowercase   ,	__lowercase   ,	__lowercase   ,	__lowercase   ,	word_index + 1   ,	__lowercase      ):
												return True

								visited_points_set.remove(__lowercase      )

				return False






def    a__       ( __lowercase   ,	__lowercase      )		->		bool:
				_A         =	(
				    "The board should be a non empty matrix of single chars strings."
				)

				_A         =	len(__lowercase      )
				if not isinstance(__lowercase   ,	__lowercase      ) or len(__lowercase      ) == 0:
								raise ValueError(__lowercase      )

				for row in board:
								if not isinstance(__lowercase   ,	__lowercase      ) or len(__lowercase      ) == 0:
												raise ValueError(__lowercase      )

								for item in row:
												if not isinstance(__lowercase   ,	__lowercase      ) or len(__lowercase      ) != 1:
																raise ValueError(__lowercase      )

    # Validate word
				if not isinstance(__lowercase   ,	__lowercase      ) or len(__lowercase      ) == 0:
								raise ValueError(
								    "The word parameter should be a string of length greater than 0."      )

				_A         =	len(board[0]      )
				for i in range(__lowercase      ):
								for j in range(__lowercase      ):
												if exits_word(
												    __lowercase   ,	__lowercase   ,	__lowercase   ,	__lowercase   ,	0   ,	{get_point_key(__lowercase   ,	__lowercase   ,	__lowercase   ,	__lowercase      )}      ):
																return True

				return False


if __name__ == "__main__":
		import doctest

		doctest.testmod()





from typing import Optional

from ..utils.logging import get_logger
from .audio_classificiation import AudioClassification
from .automatic_speech_recognition import AutomaticSpeechRecognition
from .base import TaskTemplate
from .image_classification import ImageClassification
from .language_modeling import LanguageModeling
from .question_answering import QuestionAnsweringExtractive
from .summarization import Summarization
from .text_classification import TextClassification


UpperCamelCase__              =						[
    'AutomaticSpeechRecognition',
    'AudioClassification',
    'ImageClassification',
    'LanguageModeling',
    'QuestionAnsweringExtractive',
    'Summarization',
    'TaskTemplate',
    'TextClassification',
]

UpperCamelCase__              =						get_logger(__name__)


UpperCamelCase__              =						{
    AutomaticSpeechRecognition.task: AutomaticSpeechRecognition,
    AudioClassification.task: AudioClassification,
    ImageClassification.task: ImageClassification,
    LanguageModeling.task: LanguageModeling,
    QuestionAnsweringExtractive.task: QuestionAnsweringExtractive,
    Summarization.task: Summarization,
    TextClassification.task: TextClassification,
}






def 					snake_case					(							A			)							->							Optional[TaskTemplate]:




	'''simple docstring'''


	lowerCamelCase_							:		Any							   =							task_template_dict.get('task'			)
	if task_name is None:
		logger.warning(f"Couldn't find template for task '{task_name}'. Available templates: {list(A			)}"			)
		return None
	lowerCamelCase_							:		Any							   =							NAMEaTEMPLATE.get(A			)
	return template.from_dict(A			)
