
"""simple docstring"""






from collections import OrderedDict
from typing import Mapping

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


lowerCamelCase__ :       int						     =			logging.get_logger(__name__)

lowerCamelCase__ :       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 				lowercase__(				_UpperCAmelCase   ):
	'''simple docstring'''

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





	def __init__(						self    :Any		, lowerCamelCase_    :Tuple=3_05_22		, lowerCamelCase_    :Optional[Any]=5_12		, lowerCamelCase_    :Dict=False		, lowerCamelCase_    :str=6		, lowerCamelCase_    :Tuple=12		, lowerCamelCase_    :int=7_68		, lowerCamelCase_    :Optional[Any]=4 * 7_68		, lowerCamelCase_    :List[Any]=0.1		, lowerCamelCase_    :Optional[int]=0.1		, lowerCamelCase_    :int="gelu"		, lowerCamelCase_    :Union[str, Any]=0.0_2		, lowerCamelCase_    :List[str]=0.1		, lowerCamelCase_    :Dict=0.2		, lowerCamelCase_    :Union[str, Any]=0		, **lowerCamelCase_    :List[str]		, )							->			List[Any]:







			'''simple docstring'''




			SCREAMING_SNAKE_CASE       :     Dict				= vocab_size
			SCREAMING_SNAKE_CASE       :     Optional[int]				= max_position_embeddings
			SCREAMING_SNAKE_CASE       :     List[str]				= sinusoidal_pos_embds
			SCREAMING_SNAKE_CASE       :     List[Any]				= n_layers
			SCREAMING_SNAKE_CASE       :     Dict				= n_heads
			SCREAMING_SNAKE_CASE       :     List[Any]				= dim
			SCREAMING_SNAKE_CASE       :     str				= hidden_dim
			SCREAMING_SNAKE_CASE       :     List[str]				= dropout
			SCREAMING_SNAKE_CASE       :     Dict				= attention_dropout
			SCREAMING_SNAKE_CASE       :     Tuple				= activation
			SCREAMING_SNAKE_CASE       :     Tuple				= initializer_range
			SCREAMING_SNAKE_CASE       :     Optional[int]				= qa_dropout
			SCREAMING_SNAKE_CASE       :     str				= seq_classif_dropout
			super().__init__(**lowerCamelCase_		, pad_token_id=lowerCamelCase_					)





class 				lowercase__(				_UpperCAmelCase   ):
	'''simple docstring'''

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







			'''simple docstring'''




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







"""simple docstring"""






import json
import os
from typing import Optional, Tuple

from ...tokenization_utils import PreTrainedTokenizer
from ...utils import logging


lowerCamelCase__ :       List[str]						     =			logging.get_logger(__name__)

lowerCamelCase__ :       Optional[int]						     =			{"vocab_file": "vocab.json"}

lowerCamelCase__ :       Dict						     =			{
    "vocab_file": {
        "mgp-str": "https://huggingface.co/alibaba-damo/mgp-str-base/blob/main/vocab.json",
    }
}

lowerCamelCase__ :       Optional[Any]						     =			{"mgp-str": 27}




class 				lowercase__(				_UpperCAmelCase   ):
	'''simple docstring'''

	UpperCamelCase				=  VOCAB_FILES_NAMES
	UpperCamelCase				=  PRETRAINED_VOCAB_FILES_MAP
	UpperCamelCase				=  PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES





	def __init__(						self    :int		, lowerCamelCase_    :Optional[int]		, lowerCamelCase_    :Optional[int]="[GO]"		, lowerCamelCase_    :int="[GO]"		, lowerCamelCase_    :str="[s]"		, lowerCamelCase_    :Dict="[GO]"		, **lowerCamelCase_    :List[str]					)							->			Tuple:







			'''simple docstring'''




			super().__init__(
			    unk_token=lowerCamelCase_		, bos_token=lowerCamelCase_		, eos_token=lowerCamelCase_		, pad_token=lowerCamelCase_		, **lowerCamelCase_		, )

			with open(lowerCamelCase_		, encoding='''utf-8'''					) as vocab_handle:
					SCREAMING_SNAKE_CASE       :     int				= json.load(lowerCamelCase_					)
			SCREAMING_SNAKE_CASE       :     Union[str, Any]				= {v: k for k, v in self.vocab.items()}





	@property
	def   __lowerCAmelCase (						self    :int					)							->			Dict:







			'''simple docstring'''




			return len(self.vocab					)





	def   __lowerCAmelCase (						self    :List[str]					)							->			Dict:







			'''simple docstring'''




			return dict(self.vocab		, **self.added_tokens_encoder					)





	def   __lowerCAmelCase (						self    :List[str]		, lowerCamelCase_    :Optional[Any]					)							->			List[str]:







			'''simple docstring'''




			SCREAMING_SNAKE_CASE       :     Union[str, Any]				= []
			for s in text:
					char_tokens.extend(lowerCamelCase_					)
			return char_tokens





	def   __lowerCAmelCase (						self    :Dict		, lowerCamelCase_    :Tuple					)							->			Optional[int]:







			'''simple docstring'''




			return self.vocab.get(lowerCamelCase_		, self.vocab.get(self.unk_token					)					)





	def   __lowerCAmelCase (						self    :List[str]		, lowerCamelCase_    :Dict					)							->			Optional[int]:







			'''simple docstring'''




			return self.decoder.get(lowerCamelCase_					)







	def   __lowerCAmelCase (						self    :Optional[int]		, lowerCamelCase_    :str		, lowerCamelCase_    :Optional[str] = None					)							->			Tuple[str]:







			'''simple docstring'''




			if not os.path.isdir(lowerCamelCase_					):
					logger.error('''Vocabulary path ({}) should be a directory'''.format(lowerCamelCase_					)					)
					return
			SCREAMING_SNAKE_CASE       :     List[Any]				= os.path.join(
			    lowerCamelCase_		, (filename_prefix + '''-''' if filename_prefix else '''''') + VOCAB_FILES_NAMES['''vocab_file''']					)

			with open(lowerCamelCase_		, '''w'''		, encoding='''utf-8'''					) as f:
					f.write(json.dumps(self.vocab		, indent=2		, sort_keys=lowerCamelCase_		, ensure_ascii=lowerCamelCase_					) + '''\n'''					)

			return (vocab_file,)





