


"""simple docstring"""


import copy
from dataclasses import dataclass, field
from typing import ClassVar, Dict

from ..features import ClassLabel, Features, Value
from .base import TaskTemplate


@dataclass(frozen=__lowercase)
class 			A__	(						__lowercase):


     """simple docstring"""
     # `task` is not a ClassVar since we want it to be part of the `asdict` output for JSON serialization
     snake_case__	:					str													=field(default='''text-classification''' ,     metadata={'''include_in_asdict_even_if_is_default''': True})
     snake_case__	:					ClassVar[Features]													=Features({'''text''': Value('''string''')})
     snake_case__	:					ClassVar[Features]													=Features({'''labels''': ClassLabel})
     snake_case__	:					str													="text"
     snake_case__	:					str													="labels"

     def 		a__						(	self:						Optional[int]     ,		__a:						Optional[int]	)->    Dict:
           if self.label_column not in features:
                 raise ValueError(f'Column {self.label_column} is not present in features.'	)
           if not isinstance(features[self.label_column]     ,		__a	):
                 raise ValueError(f'Column {self.label_column} is not a ClassLabel.'	)
           lowerCamelCase					:					Dict        =	copy.deepcopy(self	)
           lowerCamelCase					:					str        =	self.label_schema.copy()
           lowerCamelCase					:					Tuple        =	features[self.label_column]
           lowerCamelCase					:					int        =	label_schema
           return task_template







     @property
     def 		a__						(	self:						List[str]	)->    Dict[str, str]:
           return {
               self.text_column: "text",
               self.label_column: "labels",
           }








"""simple docstring"""


from __future__ import annotations

__lowerCamelCase      :int	    =		10




def   snake_case		(     UpperCamelCase__       :						list[int]    )   ->      list[int]:
      lowerCamelCase					:					int        =	1
      lowerCamelCase					:					Union[str, Any]        =	max(UpperCamelCase__    )
      while placement <= max_digit:
            # declare and initialize empty buckets
            lowerCamelCase					:					list[list]        =	[[] for _ in range(UpperCamelCase__    )]
            # split list_of_ints between the buckets
            for i in list_of_ints:
                  lowerCamelCase					:					Any        =	int((i / placement) % RADIX    )
                  buckets[tmp].append(UpperCamelCase__    )
            # put each buckets' contents into list_of_ints
            lowerCamelCase					:					Dict        =	0
            for b in range(UpperCamelCase__    ):
                  for i in buckets[b]:
                        lowerCamelCase					:					List[str]        =	i
                        a += 1
        # move to next
            placement *= RADIX
      return list_of_ints


if __name__ == "__main__":
    import doctest

    doctest.testmod()




