






'''simple docstring'''

import json
from typing import List, Optional, Tuple

from tokenizers import normalizers

from ...tokenization_utils_fast import PreTrainedTokenizerFast
from ...utils import logging
from .tokenization_distilbert import DistilBertTokenizer


SCREAMING_SNAKE_CASE__											=     logging.get_logger(__name__)

SCREAMING_SNAKE_CASE__											=     {'vocab_file': 'vocab.txt', 'tokenizer_file': 'tokenizer.json'}

SCREAMING_SNAKE_CASE__											=     {
    'vocab_file': {
        'distilbert-base-uncased': 'https://huggingface.co/distilbert-base-uncased/resolve/main/vocab.txt',
        'distilbert-base-uncased-distilled-squad': (
            'https://huggingface.co/distilbert-base-uncased-distilled-squad/resolve/main/vocab.txt'
        ),
        'distilbert-base-cased': 'https://huggingface.co/distilbert-base-cased/resolve/main/vocab.txt',
        'distilbert-base-cased-distilled-squad': (
            'https://huggingface.co/distilbert-base-cased-distilled-squad/resolve/main/vocab.txt'
        ),
        'distilbert-base-german-cased': 'https://huggingface.co/distilbert-base-german-cased/resolve/main/vocab.txt',
        'distilbert-base-multilingual-cased': (
            'https://huggingface.co/distilbert-base-multilingual-cased/resolve/main/vocab.txt'
        ),
    },
    'tokenizer_file': {
        'distilbert-base-uncased': 'https://huggingface.co/distilbert-base-uncased/resolve/main/tokenizer.json',
        'distilbert-base-uncased-distilled-squad': (
            'https://huggingface.co/distilbert-base-uncased-distilled-squad/resolve/main/tokenizer.json'
        ),
        'distilbert-base-cased': 'https://huggingface.co/distilbert-base-cased/resolve/main/tokenizer.json',
        'distilbert-base-cased-distilled-squad': (
            'https://huggingface.co/distilbert-base-cased-distilled-squad/resolve/main/tokenizer.json'
        ),
        'distilbert-base-german-cased': (
            'https://huggingface.co/distilbert-base-german-cased/resolve/main/tokenizer.json'
        ),
        'distilbert-base-multilingual-cased': (
            'https://huggingface.co/distilbert-base-multilingual-cased/resolve/main/tokenizer.json'
        ),
    },
}

SCREAMING_SNAKE_CASE__											=     {
    'distilbert-base-uncased': 5_1_2,
    'distilbert-base-uncased-distilled-squad': 5_1_2,
    'distilbert-base-cased': 5_1_2,
    'distilbert-base-cased-distilled-squad': 5_1_2,
    'distilbert-base-german-cased': 5_1_2,
    'distilbert-base-multilingual-cased': 5_1_2,
}


SCREAMING_SNAKE_CASE__											=     {
    'distilbert-base-uncased': {'do_lower_case': True},
    'distilbert-base-uncased-distilled-squad': {'do_lower_case': True},
    'distilbert-base-cased': {'do_lower_case': False},
    'distilbert-base-cased-distilled-squad': {'do_lower_case': False},
    'distilbert-base-german-cased': {'do_lower_case': False},
    'distilbert-base-multilingual-cased': {'do_lower_case': False},
}






class        a_		(    lowerCamelCase       ):
  lowercase  	=   VOCAB_FILES_NAMES
  lowercase  	=   PRETRAINED_VOCAB_FILES_MAP
  lowercase  	=   PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES
  lowercase  	=   PRETRAINED_INIT_CONFIGURATION
  lowercase  	=   ["""input_ids""", """attention_mask"""]
  lowercase  	=   DistilBertTokenizer

  def __init__(   self    ,	_SCREAMING_SNAKE_CASE=None    ,	_SCREAMING_SNAKE_CASE=None    ,	_SCREAMING_SNAKE_CASE=True    ,	_SCREAMING_SNAKE_CASE="[UNK]"    ,	_SCREAMING_SNAKE_CASE="[SEP]"    ,	_SCREAMING_SNAKE_CASE="[PAD]"    ,	_SCREAMING_SNAKE_CASE="[CLS]"    ,	_SCREAMING_SNAKE_CASE="[MASK]"    ,	_SCREAMING_SNAKE_CASE=True    ,	_SCREAMING_SNAKE_CASE=None    ,	**_SCREAMING_SNAKE_CASE    ,	)						->   int:



        """simple docstring"""






        super().__init__(
            _SCREAMING_SNAKE_CASE    ,	tokenizer_file=_SCREAMING_SNAKE_CASE    ,	do_lower_case=_SCREAMING_SNAKE_CASE    ,	unk_token=_SCREAMING_SNAKE_CASE    ,	sep_token=_SCREAMING_SNAKE_CASE    ,	pad_token=_SCREAMING_SNAKE_CASE    ,	cls_token=_SCREAMING_SNAKE_CASE    ,	mask_token=_SCREAMING_SNAKE_CASE    ,	tokenize_chinese_chars=_SCREAMING_SNAKE_CASE    ,	strip_accents=_SCREAMING_SNAKE_CASE    ,	**_SCREAMING_SNAKE_CASE    ,	)

        UpperCamelCase       						=      json.loads(self.backend_tokenizer.normalizer.__getstate__()   )
        if (
            normalizer_state.get("""lowercase"""    ,	_SCREAMING_SNAKE_CASE   ) != do_lower_case
            or normalizer_state.get("""strip_accents"""    ,	_SCREAMING_SNAKE_CASE   ) != strip_accents
            or normalizer_state.get("""handle_chinese_chars"""    ,	_SCREAMING_SNAKE_CASE   ) != tokenize_chinese_chars
        ):
              UpperCamelCase       						=      getattr(_SCREAMING_SNAKE_CASE    ,	normalizer_state.pop("""type"""   )   )
              UpperCamelCase       						=      do_lower_case
              UpperCamelCase       						=      strip_accents
              UpperCamelCase       						=      tokenize_chinese_chars
              UpperCamelCase       						=      normalizer_class(**_SCREAMING_SNAKE_CASE   )

        UpperCamelCase       						=      do_lower_case

  def 						A__		(   self    ,	_SCREAMING_SNAKE_CASE    ,	_SCREAMING_SNAKE_CASE=None   )						->   Optional[int]:



        """simple docstring"""






        UpperCamelCase       						=      [self.cls_token_id] + token_ids_a + [self.sep_token_id]

        if token_ids_a:
              output += token_ids_a + [self.sep_token_id]

        return output

  def 						A__		(   self    ,	_SCREAMING_SNAKE_CASE    ,	_SCREAMING_SNAKE_CASE = None   )						->   List[int]:



        """simple docstring"""






        UpperCamelCase       						=      [self.sep_token_id]
        UpperCamelCase       						=      [self.cls_token_id]
        if token_ids_a is None:
              return len(cls + token_ids_a + sep   ) * [0]
        return len(cls + token_ids_a + sep   ) * [0] + len(token_ids_a + sep   ) * [1]


  def 						A__		(   self    ,	_SCREAMING_SNAKE_CASE    ,	_SCREAMING_SNAKE_CASE = None   )						->   Tuple[str]:



        """simple docstring"""






        UpperCamelCase       						=      self._tokenizer.model.save(_SCREAMING_SNAKE_CASE    ,	name=_SCREAMING_SNAKE_CASE   )
        return tuple(_SCREAMING_SNAKE_CASE   )








'''simple docstring'''

import fire

from utils import calculate_rouge, save_json







def 					lowercase__				(   __UpperCamelCase	,		__UpperCamelCase	,		__UpperCamelCase=None	,		**__UpperCamelCase					)->				int:
      UpperCamelCase       						=      [x.strip() for x in open(__UpperCamelCase					).readlines()]
      UpperCamelCase       						=      [x.strip() for x in open(__UpperCamelCase					).readlines()][: len(__UpperCamelCase					)]
      UpperCamelCase       						=      calculate_rouge(__UpperCamelCase	,		__UpperCamelCase	,		**__UpperCamelCase					)
      if save_path is not None:
            save_json(__UpperCamelCase	,		__UpperCamelCase	,		indent=__UpperCamelCase					)
      return metrics  # these print nicely


if __name__ == "__main__":
     fire.Fire(calculate_rouge_path)
