

import os

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


lowerCamelCase     =      logging.get_logger(__name__)







class 		__magic_name__    (							lowerCamelCase__							):

   '''simple docstring'''




   def __init__(       self,					lowercase_,					lowercase_=None )							->					List[Any]:






     """simple docstring"""






     a__						=language
     a__						=train_language



   def 				_UpperCAmelCase				(       self,					lowercase_ )							->					List[Any]:






     """simple docstring"""






     a__						=self.language if self.train_language is None else self.train_language
     a__						=self._read_tsv(os.path.join(lowercase_,					F"""XNLI-MT-1.0/multinli/multinli.train.{lg}.tsv""" ) )
     a__						=[]
     for i, line in enumerate(lowercase_ ):
       if i == 0:
         continue
       a__						=F"""train-{i}"""
       a__						=line[0]
       a__						=line[1]
       a__						='''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 				_UpperCAmelCase				(       self,					lowercase_ )							->					Any:






     """simple docstring"""






     a__						=self._read_tsv(os.path.join(lowercase_,					'''XNLI-1.0/xnli.test.tsv''' ) )
     a__						=[]
     for i, line in enumerate(lowercase_ ):
       if i == 0:
         continue
       a__						=line[0]
       if language != self.language:
         continue
       a__						=F"""test-{i}"""
       a__						=line[6]
       a__						=line[7]
       a__						=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 				_UpperCAmelCase				(       self )							->					Dict:






     """simple docstring"""






     return ["contradiction", "entailment", "neutral"]





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

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

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



import heapq




def     UpperCAmelCase__       (    _A   :				Optional[Any]			,   _A   :				str			,   _A   :				Optional[Any]							):





  '''simple docstring'''







  a__						=[(0, start)]  # cost from start node,end node
  a__						=set()
  while heap:
    ((a__),   (a__))						=heapq.heappop(_A							)
    if u in visited:
      continue
    visited.add(_A							)
    if u == end:
      return cost
    for v, c in graph[u]:
      if v in visited:
        continue
      a__						=cost + c
      heapq.heappush(_A			,   (next_item, v)							)
  return -1


lowerCamelCase     =      {
    '''A''': [['''B''', 2], ['''C''', 5]],
    '''B''': [['''A''', 2], ['''D''', 3], ['''E''', 1], ['''F''', 1]],
    '''C''': [['''A''', 5], ['''F''', 3]],
    '''D''': [['''B''', 3]],
    '''E''': [['''B''', 4], ['''F''', 3]],
    '''F''': [['''C''', 3], ['''E''', 3]],
}
lowerCamelCase     =      {
    '''B''': [['''C''', 1]],
    '''C''': [['''D''', 1]],
    '''D''': [['''F''', 1]],
    '''E''': [['''B''', 1], ['''F''', 3]],
    '''F''': [],
}
lowerCamelCase     =      {
    '''B''': [['''C''', 1]],
    '''C''': [['''D''', 1]],
    '''D''': [['''F''', 1]],
    '''E''': [['''B''', 1], ['''G''', 2]],
    '''F''': [],
    '''G''': [['''F''', 1]],
}

lowerCamelCase     =      dijkstra(G, '''E''', '''C''')
print(short_distance)  # E -- 3 --> F -- 3 --> C == 6

lowerCamelCase     =      dijkstra(Ga, '''E''', '''F''')
print(short_distance)  # E -- 3 --> F == 3

lowerCamelCase     =      dijkstra(Ga, '''E''', '''F''')
print(short_distance)  # E -- 2 --> G -- 1 --> F == 3

if __name__ == "__main__":
       import doctest

       doctest.testmod()
