





import os
from typing import Optional

import fsspec
from fsspec.archive import AbstractArchiveFileSystem
from fsspec.utils import DEFAULT_BLOCK_SIZE

class    _UpperCAmelCase							(		__UpperCAmelCase     ):
      a						       =							""
      a						       =							(
          None  # protocol passed in prefix to the url. ex: "gzip", for gzip://file.txt::http://foo.bar/file.txt.gz
      )
      a						       =							None  # compression type in fsspec. ex: "gzip"
      a						       =							None  # extension of the filename to strip. ex: "".gz" to get file.txt from file.txt.gz
      def __init__(		self      ,       a__ = ""      ,       a__ = None      ,       a__ = None      ,       **a__       )     ->   List[Any]:
         super().__init__(self      ,       **_lowerCamelCase       )
         # always open as "rb" since fsspec can then use the TextIOWrapper to make it work for "r" mode
         A_     :				Tuple			      =	fsspec.open(
             _lowerCamelCase      ,       mode="""rb"""      ,       protocol=_lowerCamelCase      ,       compression=self.compression      ,       client_kwargs={
                 """requote_redirect_url""": False,  # see https://github.com/huggingface/datasets/pull/5459
                 """trust_env""": True,  # Enable reading proxy env variables.
                 **(target_options or {}).pop("""client_kwargs"""      ,       {}       ),  # To avoid issues if it was already passed.
             }      ,       **(target_options or {})      ,       )
         A_     :				str			      =	os.path.basename(self.file.path.split("""::"""       )[0]       )
         A_     :				List[Any]			      =	(
             self.compressed_name[: self.compressed_name.rindex("""."""       )]
             if """.""" in self.compressed_name
             else self.compressed_name
         )
         A_     :				List[str]			      =	None
      @classmethod
      def 		_lowerCamelCase      (		cls      ,       a__       )     ->   Optional[int]:
         # compressed file paths are always relative to the archive root
         return super()._strip_protocol(_lowerCamelCase       ).lstrip("""/"""       )
      def 		_lowerCamelCase      (		self       )     ->   List[str]:
         if self.dir_cache is None:
            A_     :				Optional[int]			      =	{**self.file.fs.info(self.file.path       ), """name""": self.uncompressed_name}
            A_     :				Union[str, Any]			      =	{f["""name"""]: f}
      def 		_lowerCamelCase      (		self      ,       a__       )     ->   Union[str, Any]:
         return self.file.open().read()






      def 		_lowerCamelCase      (		self      ,       a__      ,       a__ = "rb"      ,       a__=None      ,       a__=True      ,       a__=None      ,       **a__      ,       )     ->   Tuple:
         A_     :				List[Any]			      =	self._strip_protocol(_lowerCamelCase       )
         if mode != "rb":
            raise ValueError(F"""Tried to read with mode {mode} on file {self.file.path} opened with mode 'rb'"""       )
         return self.file.open()






class    _UpperCAmelCase							(		__UpperCAmelCase     ):
      a						       =							"bz2"
      a						       =							"bz2"
      a						       =							".bz2"






class    _UpperCAmelCase							(		__UpperCAmelCase     ):
      a						       =							"gzip"
      a						       =							"gzip"
      a						       =							".gz"






class    _UpperCAmelCase							(		__UpperCAmelCase     ):
      a						       =							"lz4"
      a						       =							"lz4"
      a						       =							".lz4"






class    _UpperCAmelCase							(		__UpperCAmelCase     ):
      a						       =							"xz"
      a						       =							"xz"
      a						       =							".xz"






class    _UpperCAmelCase							(		__UpperCAmelCase     ):
      a						       =							"zstd"
      a						       =							"zstd"
      a						       =							".zst"
      def __init__(		self      ,       a__      ,       a__ = "rb"      ,       a__ = None      ,       a__ = None      ,       a__ = DEFAULT_BLOCK_SIZE      ,       **a__      ,       )     ->   List[str]:
         super().__init__(
             fo=_lowerCamelCase      ,       mode=_lowerCamelCase      ,       target_protocol=_lowerCamelCase      ,       target_options=_lowerCamelCase      ,       block_size=_lowerCamelCase      ,       **_lowerCamelCase      ,       )
         # We need to wrap the zstd decompressor to avoid this error in fsspec==2021.7.0 and zstandard==0.15.2:
         #
         # File "/Users/user/.virtualenvs/hf-datasets/lib/python3.7/site-packages/fsspec/core.py", line 145, in open
         #     out.close = close
         # AttributeError: 'zstd.ZstdDecompressionReader' object attribute 'close' is read-only
         #
         # see https://github.com/intake/filesystem_spec/issues/725
         A_     :				Any			      =	self.file.__enter__

         class    _UpperCAmelCase							:
               def __init__(		self      ,       a__       )     ->   Dict:
                  A_     :				Tuple			      =	file_
               def __enter__(		self       )     ->   Any:
                  self._file.__enter__()
                  return self
               def __exit__(		self      ,       *a__      ,       **a__       )     ->   List[Any]:
                  self._file.__exit__(*_lowerCamelCase      ,       **_lowerCamelCase       )
               def __iter__(		self       )     ->   Union[str, Any]:
                  return iter(self._file       )
               def 		_lowerCamelCase      (		self       )     ->   int:
                  return next(self._file       )






               def __getattr__(		self      ,       a__       )     ->   str:
                  return getattr(self._file      ,       _lowerCamelCase       )

         def fixed_enter(*a__      ,       **a__       ):
            return WrappedFile(_enter(*_lowerCamelCase      ,       **_lowerCamelCase       )       )

         A_     :				Optional[Any]			      =	fixed_enter













from ....configuration_utils import PretrainedConfig
from ....utils import logging


_lowerCAmelCase 				=     logging.get_logger(__name__)

# TODO: upload to AWS
_lowerCAmelCase 				=     {
    """yjernite/retribert-base-uncased""": (
        """https://huggingface.co/yjernite/retribert-base-uncased/resolve/main/config.json"""
    ),
}

class    _UpperCAmelCase							(		_lowerCamelCase     ):
      a						       =							'''retribert'''
      def __init__(		self      ,       a__=30522      ,       a__=768      ,       a__=8      ,       a__=12      ,       a__=3072      ,       a__="gelu"      ,       a__=0.1      ,       a__=0.1      ,       a__=512      ,       a__=2      ,       a__=0.02      ,       a__=1E-12      ,       a__=True      ,       a__=128      ,       a__=0      ,       **a__      ,       ):
         super().__init__(pad_token_id=a__      ,       **a__       )

         A_     :				Union[str, Any]			      =	vocab_size
         A_     :				Optional[Any]			      =	hidden_size
         A_     :				Optional[Any]			      =	num_hidden_layers
         A_     :				List[str]			      =	num_attention_heads
         A_     :				Optional[int]			      =	hidden_act
         A_     :				Any			      =	intermediate_size
         A_     :				Tuple			      =	hidden_dropout_prob
         A_     :				Optional[Any]			      =	attention_probs_dropout_prob
         A_     :				Dict			      =	max_position_embeddings
         A_     :				Dict			      =	type_vocab_size
         A_     :				List[str]			      =	initializer_range
         A_     :				Optional[int]			      =	layer_norm_eps
         A_     :				Optional[Any]			      =	share_encoders
         A_     :				Dict			      =	projection_dim






