
"""simple docstring"""

import os

from ...utils import logging
from .utils import DataProcessor, InputExample


SCREAMING_SNAKE_CASE_         =  logging.get_logger(__name__)
class        _UpperCAmelCase							(						SCREAMING_SNAKE_CASE_							):




      def __init__(							self				,    lowercase_				,    lowercase_=None							)  ->   Optional[Any]:
          UpperCAmelCase       =   language
          UpperCAmelCase       =   train_language




      def       a_ (							self				,    lowercase_							)  ->   List[Any]:
          UpperCAmelCase       =   self.language if self.train_language is None else self.train_language
          UpperCAmelCase       =   self._read_tsv(os.path.join(lowercase_				,    F"XNLI-MT-1.0/multinli/multinli.train.{lg}.tsv"							)							)
          UpperCAmelCase       =   []
          for i, line in enumerate(lowercase_							):
              if i == 0:
                  continue
              UpperCAmelCase       =   F"train-{i}"
              UpperCAmelCase       =   line[0]
              UpperCAmelCase       =   line[1]
              UpperCAmelCase       =   'contradiction' if line[2] == 'contradictory' else line[2]
              if not isinstance(lowercase_				,    lowercase_							):
                  raise ValueError(F"Training input {text_a} is not a string"							)
              if not isinstance(lowercase_				,    lowercase_							):
                  raise ValueError(F"Training input {text_b} is not a string"							)
              if not isinstance(lowercase_				,    lowercase_							):
                  raise ValueError(F"Training label {label} is not a string"							)
              examples.append(InputExample(guid=lowercase_				,    text_a=lowercase_				,    text_b=lowercase_				,    label=lowercase_							)							)
          return examples




      def       a_ (							self				,    lowercase_							)  ->   Optional[int]:
          UpperCAmelCase       =   self._read_tsv(os.path.join(lowercase_				,    'XNLI-1.0/xnli.test.tsv'							)							)
          UpperCAmelCase       =   []
          for i, line in enumerate(lowercase_							):
              if i == 0:
                  continue
              UpperCAmelCase       =   line[0]
              if language != self.language:
                  continue
              UpperCAmelCase       =   F"test-{i}"
              UpperCAmelCase       =   line[6]
              UpperCAmelCase       =   line[7]
              UpperCAmelCase       =   line[1]
              if not isinstance(lowercase_				,    lowercase_							):
                  raise ValueError(F"Training input {text_a} is not a string"							)
              if not isinstance(lowercase_				,    lowercase_							):
                  raise ValueError(F"Training input {text_b} is not a string"							)
              if not isinstance(lowercase_				,    lowercase_							):
                  raise ValueError(F"Training label {label} is not a string"							)
              examples.append(InputExample(guid=lowercase_				,    text_a=lowercase_				,    text_b=lowercase_				,    label=lowercase_							)							)
          return examples




      def       a_ (							self							)  ->   List[Any]:
          return ["contradiction", "entailment", "neutral"]

SCREAMING_SNAKE_CASE_         =  {
    '''xnli''': XnliProcessor,
}

SCREAMING_SNAKE_CASE_         =  {
    '''xnli''': '''classification''',
}

SCREAMING_SNAKE_CASE_         =  {
    '''xnli''': 3,
}





"""simple docstring"""

from __future__ import annotations

SCREAMING_SNAKE_CASE_         =  '''Alexander Joslin'''




def       lowercase__  (   lowerCAmelCase			:   int	)	-> int:






    """simple docstring"""




    if number <= 0:
        UpperCAmelCase       =   F"n must be greater than 0. Got n = {number}"
        raise ValueError(lowerCAmelCase	)

    UpperCAmelCase       =   [number + 1] * (number + 1)

    # starting position
    UpperCAmelCase       =   0
    for i in range(1	,			lowerCAmelCase	):
        UpperCAmelCase       =   min(table[i + 1]	,			table[i] + 1	)
        # check if out of bounds
        if i * 2 <= number:
            UpperCAmelCase       =   min(table[i * 2]	,			table[i] + 1	)
        # check if out of bounds
        if i * 3 <= number:
            UpperCAmelCase       =   min(table[i * 3]	,			table[i] + 1	)
    return table[number]


if __name__ == "__main__":
   import doctest

   doctest.testmod()



