
"""simple docstring"""




_A			:       Union[str, Any]   		=       range(2, 20 + 1)
_A			:       Tuple   		=       [10**k for k in range(ks[-1] + 1)]
_A			:       dict[int, dict[int, list[list[int]]]]   		=       {}


def   __magic_name__	(      __snake_case				:       Union[str, Any]     , __snake_case				:       Optional[int]     , __snake_case				:       Optional[int]     , __snake_case				:       Union[str, Any]  ) ->				Dict:
       lowercase    :				Tuple       		=							sum(a_i[j] for j in range(__snake_case     , len(__snake_case  )  )  )
       lowercase    :				str       		=							sum(a_i[j] * base[j] for j in range(min(len(__snake_case  )     , __snake_case  )  )  )

       lowercase		,    lowercase    :				Optional[int]       		=							0, 0
       lowercase    :				Union[str, Any]       		=							n - i

       lowercase    :				List[Any]       		=							memo.get(__snake_case  )

       if sub_memo is not None:
              lowercase    :				Optional[Any]       		=							sub_memo.get(__snake_case  )

              if jumps is not None and len(__snake_case  ) > 0:
                     # find and make the largest jump without going over
                     lowercase    :				Any       		=							-1
                     for _k in range(len(__snake_case  ) - 1     , -1     , -1  ):
                            if jumps[_k][2] <= k and jumps[_k][1] <= max_dn:
                                   lowercase    :				Optional[int]       		=							_k
                                   break

                     if max_jump >= 0:
                            lowercase		,    lowercase		,    lowercase    :				List[Any]       		=							jumps[max_jump]
                            # since the difference between jumps is cached, add c
                            lowercase    :				List[str]       		=							diff + c
                            for j in range(min(__snake_case     , len(__snake_case  )  )  ):
                                   lowercase		,    lowercase    :				Dict       		=							divmod(__snake_case     , 10  )
                            if new_c > 0:
                                   add(__snake_case     , __snake_case     , __snake_case  )

              else:
                     lowercase    :				List[Any]       		=							[]
       else:
              lowercase    :				str       		=							{c: []}
              lowercase    :				Tuple       		=							sub_memo

       if dn >= max_dn or c + diff >= base[k]:
              return diff, dn

       if k > ks[0]:
              while True:
                     # keep doing smaller jumps
                     lowercase		,    lowercase    :				int       		=							next_term(__snake_case     , k - 1     , i + dn     , __snake_case  )
                     diff += _diff
                     dn += terms_jumped

                     if dn >= max_dn or c + diff >= base[k]:
                            break
       else:
              # would be too small a jump, just compute sequential terms instead
              lowercase		,    lowercase    :				Dict       		=							compute(__snake_case     , __snake_case     , i + dn     , __snake_case  )
              diff += _diff
              dn += terms_jumped

       lowercase    :				int       		=							sub_memo[c]

       # keep jumps sorted by # of terms skipped
       lowercase    :				str       		=							0
       while j < len(__snake_case  ):
              if jumps[j][1] > dn:
                     break
              j += 1

       # cache the jump for this value digitsum(b) and c
       sub_memo[c].insert(__snake_case     , (diff, dn, k)  )
       return (diff, dn)


def   __magic_name__	(      __snake_case				:       Optional[Any]     , __snake_case				:       int     , __snake_case				:       List[Any]     , __snake_case				:       Tuple  ) ->				str:
       if i >= n:
              return 0, i
       if k > len(__snake_case  ):
              a_i.extend([0 for _ in range(k - len(__snake_case  )  )]  )

       # note: a_i -> b * 10^k + c
       # ds_b -> digitsum(b)
       # ds_c -> digitsum(c)
       lowercase    :				List[Any]       		=							i
       lowercase		,    lowercase		,    lowercase    :				Dict       		=							0, 0, 0
       for j in range(len(__snake_case  )  ):
              if j >= k:
                     ds_b += a_i[j]
              else:
                     ds_c += a_i[j]

       while i < n:
              i += 1
              lowercase    :				Tuple       		=							ds_c + ds_b
              diff += addend
              lowercase    :				Optional[int]       		=							0
              for j in range(__snake_case  ):
                     lowercase    :				List[str]       		=							a_i[j] + addend
                     lowercase		,    lowercase    :				Union[str, Any]       		=							divmod(__snake_case     , 10  )

                     ds_c += a_i[j]

              if addend > 0:
                     break

       if addend > 0:
              add(__snake_case     , __snake_case     , __snake_case  )
       return diff, i - start_i


def   __magic_name__	(      __snake_case				:       Any     , __snake_case				:       Union[str, Any]     , __snake_case				:       Any  ) ->				str:
       for j in range(__snake_case     , len(__snake_case  )  ):
              lowercase    :				Tuple       		=							digits[j] + addend
              if s >= 10:
                     lowercase		,    lowercase    :				Tuple       		=							divmod(__snake_case     , 10  )
                     lowercase    :				Optional[int]       		=							addend // 10 + quotient
              else:
                     lowercase    :				Tuple       		=							s
                     lowercase    :				Optional[int]       		=							addend // 10

              if addend == 0:
                     break

       while addend > 0:
              lowercase		,    lowercase    :				List[str]       		=							divmod(__snake_case     , 10  )
              digits.append(__snake_case  )


def   __magic_name__	(      __snake_case				:       int = 10**15  ) ->				int:
       lowercase    :				List[Any]       		=							[1]
       lowercase    :				int       		=							1
       lowercase    :				Union[str, Any]       		=							0
       while True:
              lowercase		,    lowercase    :				int       		=							next_term(__snake_case     , 20     , i + dn     , __snake_case  )
              dn += terms_jumped
              if dn == n - i:
                     break

       lowercase    :				List[Any]       		=							0
       for j in range(len(__snake_case  )  ):
              a_n += digits[j] * 10**j
       return a_n


if __name__ == "__main__":
   print(F"{solution() = }")




"""simple docstring"""




import unittest

from transformers import load_tool

from .test_tools_common import ToolTesterMixin


_A			:       int   		=       """
Hugging Face was founded in 2016 by French entrepreneurs Clément Delangue, Julien Chaumond, and Thomas Wolf originally as a company that developed a chatbot app targeted at teenagers.[2] After open-sourcing the model behind the chatbot, the company pivoted to focus on being a platform for machine learning.

In March 2021, Hugging Face raised $40 million in a Series B funding round.[3]

On April 28, 2021, the company launched the BigScience Research Workshop in collaboration with several other research groups to release an open large language model.[4] In 2022, the workshop concluded with the announcement of BLOOM, a multilingual large language model with 176 billion parameters.[5]
"""

class 		a__						(      unittest.TestCase,			a_						):
   def 			__magic_name__			(			self				):
          lowercase    :				Tuple       		=							load_tool("text-question-answering"				)
          self.tool.setup()
          lowercase    :				Dict       		=							load_tool("text-question-answering"	,    remote=_a				)
   def 			__magic_name__			(			self				):
          lowercase    :				str       		=							self.tool(_a	,    "What did Hugging Face do in April 2021?"				)
          self.assertEqual(_a	,    "launched the BigScience Research Workshop"				)
   def 			__magic_name__			(			self				):
          lowercase    :				Union[str, Any]       		=							self.remote_tool(_a	,    "What did Hugging Face do in April 2021?"				)
          self.assertEqual(_a	,    "launched the BigScience Research Workshop"				)
   def 			__magic_name__			(			self				):
          lowercase    :				int       		=							self.tool(text=_a	,    question="What did Hugging Face do in April 2021?"				)
          self.assertEqual(_a	,    "launched the BigScience Research Workshop"				)

   def 			__magic_name__			(			self				):
          lowercase    :				Optional[Any]       		=							self.remote_tool(text=_a	,    question="What did Hugging Face do in April 2021?"				)
          self.assertEqual(_a	,    "launched the BigScience Research Workshop"				)


