




'''simple docstring'''
from ..models.auto import AutoModelForSeqaSeqLM, AutoTokenizer
from .base import PipelineTool


A							:				Dict							=	"""Here is a text containing a lot of information: '''{text}'''.

Can you answer this question about the text: '{question}'"""






class 	SCREAMING_SNAKE_CASE(    __A					):
       snake_case_			:					List[Any]   = """google/flan-t5-base"""
       snake_case_			:					int   = (
           """This is a tool that answers questions related to a text. It takes two arguments named `text`, which is the """
           """text where to find the answer, and `question`, which is the question, and returns the answer to the question."""
       )
       snake_case_			:					Optional[int]   = """text_qa"""
       snake_case_			:					List[Any]   = AutoTokenizer
       snake_case_			:					List[str]   = AutoModelForSeqaSeqLM

       snake_case_			:					int   = ["""text""", """text"""]
       snake_case_			:					Dict   = ["""text"""]

       def    snake_case__      (   self ,		lowerCamelCase__ ,		lowerCamelCase__					)   -> Optional[int]:

           """simple docstring"""



           __lowercase          =						QA_PROMPT.format(text=lowerCamelCase__ ,		question=lowerCamelCase__					)
           return self.pre_processor(lowerCamelCase__ ,		return_tensors="""pt"""					)

       def    snake_case__      (   self ,		lowerCamelCase__					)   -> int:

           """simple docstring"""



           __lowercase          =						self.model.generate(**lowerCamelCase__					)

           __lowercase    ,__lowercase          =						inputs["""input_ids"""].shape
           __lowercase          =						output_ids.shape[0]

           return output_ids.reshape(lowerCamelCase__ ,		out_b // in_b ,		*output_ids.shape[1:]					)[0][0]




       def    snake_case__      (   self ,		lowerCamelCase__					)   -> Tuple:

           """simple docstring"""



           return self.pre_processor.decode(lowerCamelCase__ ,		skip_special_tokens=lowerCamelCase__ ,		clean_up_tokenization_spaces=lowerCamelCase__					)










'''simple docstring'''
A							:				int			     =	(1, 153, 370, 371, 1_634, 24_678_051, 115_132_219_018_763_992_565_095_597_973_971_522_401)
A							:				tuple			     =	(-153, -1, 0, 1.2, 200, "A", [], {}, None)
def     snake_case_  (       a__		:     int      ):



    """simple docstring"""




    if not isinstance(a__   ,a__      ) or n < 1:
        return False

    # Initialization of sum and number of digits.
    __lowercase          =						0
    __lowercase          =						0
    __lowercase          =						n
    # Calculation of digits of the number
    while temp > 0:
        number_of_digits += 1
        temp //= 10
    # Dividing number into separate digits and find Armstrong number
    __lowercase          =						n
    while temp > 0:
        __lowercase          =						temp % 10
        total += rem**number_of_digits
        temp //= 10
    return n == total
def     snake_case_  (       a__		:     int      ):



    """simple docstring"""




    if not isinstance(a__   ,a__      ) or n < 1:
        return False

    # Init a "histogram" of the digits
    __lowercase          =						[0, 0, 0, 0, 0, 0, 0, 0, 0, 0]
    __lowercase          =						0
    __lowercase          =						0
    __lowercase          =						n
    while temp > 0:
        __lowercase    ,__lowercase          =						divmod(a__   ,10      )
        digit_histogram[rem] += 1
        digit_total += 1

    for cnt, i in zip(a__   ,range(len(a__      )      )      ):
        total += cnt * i**digit_total

    return n == total
def     snake_case_  (       a__		:     int      ):



    """simple docstring"""




    if not isinstance(a__   ,a__      ) or n < 1:
        return False
    __lowercase          =						len(str(a__      )      )  # the power that all digits will be raised to
    # check if sum of each digit multiplied expo times is equal to number
    return n == sum(int(a__      ) ** expo for i in str(a__      )      )
def     snake_case_  (       ):



    """simple docstring"""




    __lowercase          =						int(input("""Enter an integer to see if it is an Armstrong number: """      ).strip()      )
    print(f'{num} is {"" if armstrong_number(a__      ) else "not "}an Armstrong number.'      )
    print(f'{num} is {"" if narcissistic_number(a__      ) else "not "}an Armstrong number.'      )
    print(f'{num} is {"" if pluperfect_number(a__      ) else "not "}an Armstrong number.'      )


if __name__ == "__main__":
  import doctest

  doctest.testmod()
  main()




