
'''simple docstring'''



from collections import OrderedDict
from typing import Mapping

from ...configuration_utils import PretrainedConfig
from ...onnx import OnnxConfig
from ...utils import logging


UpperCamelCase__      :		Union[str, Any]       							=  logging.get_logger(__name__)

UpperCamelCase__      :		List[Any]       							=  {
    "distilbert-base-uncased": "https://huggingface.co/distilbert-base-uncased/resolve/main/config.json",
    "distilbert-base-uncased-distilled-squad": (
        "https://huggingface.co/distilbert-base-uncased-distilled-squad/resolve/main/config.json"
    ),
    "distilbert-base-cased": "https://huggingface.co/distilbert-base-cased/resolve/main/config.json",
    "distilbert-base-cased-distilled-squad": (
        "https://huggingface.co/distilbert-base-cased-distilled-squad/resolve/main/config.json"
    ),
    "distilbert-base-german-cased": "https://huggingface.co/distilbert-base-german-cased/resolve/main/config.json",
    "distilbert-base-multilingual-cased": (
        "https://huggingface.co/distilbert-base-multilingual-cased/resolve/main/config.json"
    ),
    "distilbert-base-uncased-finetuned-sst-2-english": (
        "https://huggingface.co/distilbert-base-uncased-finetuned-sst-2-english/resolve/main/config.json"
    ),
}

class    _a				(__a):





       """simple docstring"""




       SCREAMING_SNAKE_CASE      =  "distilbert"
       SCREAMING_SNAKE_CASE      =  {
           "hidden_size": "dim",
           "num_attention_heads": "n_heads",
           "num_hidden_layers": "n_layers",
       }






       def __init__(							self       ,							A__=3_05_22       ,							A__=5_12       ,							A__=False       ,							A__=6       ,							A__=12       ,							A__=7_68       ,							A__=4 * 7_68       ,							A__=0.1       ,							A__=0.1       ,							A__="gelu"       ,							A__=0.02       ,							A__=0.1       ,							A__=0.2       ,							A__=0       ,							**A__       ,							)    ->			List[Any]:
          _SCREAMING_SNAKE_CASE      =				vocab_size
          _SCREAMING_SNAKE_CASE      =				max_position_embeddings
          _SCREAMING_SNAKE_CASE      =				sinusoidal_pos_embds
          _SCREAMING_SNAKE_CASE      =				n_layers
          _SCREAMING_SNAKE_CASE      =				n_heads
          _SCREAMING_SNAKE_CASE      =				dim
          _SCREAMING_SNAKE_CASE      =				hidden_dim
          _SCREAMING_SNAKE_CASE      =				dropout
          _SCREAMING_SNAKE_CASE      =				attention_dropout
          _SCREAMING_SNAKE_CASE      =				activation
          _SCREAMING_SNAKE_CASE      =				initializer_range
          _SCREAMING_SNAKE_CASE      =				qa_dropout
          _SCREAMING_SNAKE_CASE      =				seq_classif_dropout
          super().__init__(**lowerCAmelCase_       ,							pad_token_id=lowerCAmelCase_      )







class    _a				(__a):





       """simple docstring"""




       @property
       def        UpperCamelCase				(							self      )    ->			Mapping[str, Mapping[int, str]]:







          if self.task == "multiple-choice":
             _SCREAMING_SNAKE_CASE      =				{0: """batch""", 1: """choice""", 2: """sequence"""}
          else:
             _SCREAMING_SNAKE_CASE      =				{0: """batch""", 1: """sequence"""}
          return OrderedDict(
              [
                  ("""input_ids""", dynamic_axis),
                  ("""attention_mask""", dynamic_axis),
              ]      )








'''simple docstring'''



from pathlib import PurePosixPath
from typing import Optional

import fsspec
from fsspec import AbstractFileSystem
from huggingface_hub.hf_api import DatasetInfo

from ..utils.file_utils import get_authentication_headers_for_url
from ..utils.hub import hf_hub_url

class    _a				(_lowerCamelCase):





       """simple docstring"""




       SCREAMING_SNAKE_CASE      =  ''
       SCREAMING_SNAKE_CASE      =  'hf-legacy'  # "hf://"" is reserved for hffs






       def __init__(							self       ,							A__ = None       ,							A__ = None       ,							**A__       ,							)    ->			Optional[int]:
          super().__init__(self       ,							**A__      )
          _SCREAMING_SNAKE_CASE      =				repo_info
          _SCREAMING_SNAKE_CASE      =				token
          _SCREAMING_SNAKE_CASE      =				None






       def        UpperCamelCase				(							self      )    ->			Tuple:
          if self.dir_cache is None:
             _SCREAMING_SNAKE_CASE      =				{}
             for hf_file in self.repo_info.siblings:
                # TODO(QL): add sizes
                _SCREAMING_SNAKE_CASE      =				{
                    """name""": hf_file.rfilename,
                    """size""": None,
                    """type""": """file""",
                }
                self.dir_cache.update(
                    {
                        str(A__      ): {"""name""": str(A__      ), """size""": None, """type""": """directory"""}
                        for d in list(PurePosixPath(hf_file.rfilename      ).parents      )[:-1]
                    }      )






       def        UpperCamelCase				(							self       ,							A__       ,							A__ = "rb"       ,							**A__       ,							)    ->			Optional[int]:
          if not isinstance(self.repo_info       ,							A__      ):
             raise NotImplementedError(F"Open is only implemented for dataset repositories, but got {self.repo_info}"      )
          _SCREAMING_SNAKE_CASE      =				hf_hub_url(self.repo_info.id       ,							A__       ,							revision=self.repo_info.sha      )
          return fsspec.open(
              A__       ,							mode=A__       ,							headers=get_authentication_headers_for_url(A__       ,							use_auth_token=self.token      )       ,							client_kwargs={"""trust_env""": True}       ,							).open()






       def        UpperCamelCase				(							self       ,							A__       ,							**A__      )    ->			str:
          self._get_dirs()
          _SCREAMING_SNAKE_CASE      =				self._strip_protocol(A__      )
          if path in self.dir_cache:
             return self.dir_cache[path]
          else:
             raise FileNotFoundError(A__      )






       def        UpperCamelCase				(							self       ,							A__       ,							A__=False       ,							**A__      )    ->			List[Any]:
          self._get_dirs()
          _SCREAMING_SNAKE_CASE      =				PurePosixPath(path.strip("""/"""      )      )
          _SCREAMING_SNAKE_CASE      =				{}
          for p, f in self.dir_cache.items():
             _SCREAMING_SNAKE_CASE      =				PurePosixPath(p.strip("""/"""      )      )
             _SCREAMING_SNAKE_CASE      =				p.parent
             if root == path:
                _SCREAMING_SNAKE_CASE      =				f
          _SCREAMING_SNAKE_CASE      =				list(paths.values()      )
          if detail:
             return out
          else:
             return sorted(f["""name"""] for f in out      )






