



"""simple docstring"""





import os
from typing import List, Optional, Union

from ...tokenization_utils import PreTrainedTokenizer
from ...tokenization_utils_base import AddedToken
from ...utils import logging


lowerCamelCase      =		logging.get_logger(__name__)

lowerCamelCase      =		{"""vocab_file""": """vocab.txt"""}

lowerCamelCase      =		{
    """vocab_file""": {
        """facebook/esm2_t6_8M_UR50D""": """https://huggingface.co/facebook/esm2_t6_8M_UR50D/resolve/main/vocab.txt""",
        """facebook/esm2_t12_35M_UR50D""": """https://huggingface.co/facebook/esm2_t12_35M_UR50D/resolve/main/vocab.txt""",
    },
}

lowerCamelCase      =		{
    """facebook/esm2_t6_8M_UR50D""": 1_024,
    """facebook/esm2_t12_35M_UR50D""": 1_024,
}
def      a__			(   lowerCAmelCase__   ):
      with open(lowerCAmelCase__			,    "r"   ) as f:
            UpperCAmelCase_    				=							f.read().splitlines()
            return [l.strip() for l in lines]


class    lowercase__     (					SCREAMING_SNAKE_CASE   ):







       '''simple docstring'''


       UpperCamelCase		=  VOCAB_FILES_NAMES
       UpperCamelCase		=  PRETRAINED_VOCAB_FILES_MAP
       UpperCamelCase		=  PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES
       UpperCamelCase		=  ['''input_ids''', '''attention_mask''']



       def __init__(							self    :						str	,       _UpperCAmelCase    :						int	,       _UpperCAmelCase    :						List[Any]="<unk>"	,       _UpperCAmelCase    :						Optional[Any]="<cls>"	,       _UpperCAmelCase    :						Any="<pad>"	,       _UpperCAmelCase    :						Tuple="<mask>"	,       _UpperCAmelCase    :						Union[str, Any]="<eos>"	,       **_UpperCAmelCase    :						List[str]	,       )				->		List[Any]:


             '''simple docstring'''




             super().__init__(**_UpperCAmelCase					)
             UpperCAmelCase_    				=							load_vocab_file(_UpperCAmelCase					)
             UpperCAmelCase_    				=							dict(enumerate(self.all_tokens					)					)
             UpperCAmelCase_    				=							{tok: ind for ind, tok in enumerate(self.all_tokens					)}
             UpperCAmelCase_    				=							unk_token
             UpperCAmelCase_    				=							cls_token
             UpperCAmelCase_    				=							pad_token
             UpperCAmelCase_    				=							mask_token
             UpperCAmelCase_    				=							eos_token
             UpperCAmelCase_    				=							self.all_tokens
             self._create_trie(self.unique_no_split_tokens					)



       def   lowercase__       (							self    :						Tuple	,       _UpperCAmelCase    :						int					)				->		str:


             '''simple docstring'''




             return self._id_to_token.get(_UpperCAmelCase	,       self.unk_token					)



       def   lowercase__       (							self    :						Union[str, Any]	,       _UpperCAmelCase    :						str					)				->		int:


             '''simple docstring'''




             return self._token_to_id.get(_UpperCAmelCase	,       self._token_to_id.get(self.unk_token					)					)



       def   lowercase__       (							self    :						List[Any]	,       _UpperCAmelCase    :						Tuple	,       **_UpperCAmelCase    :						Optional[Any]					)				->		Optional[int]:


             '''simple docstring'''




             return text.split()



       def   lowercase__       (							self    :						List[str]	,       _UpperCAmelCase    :						Dict=False					)				->		Optional[int]:


             '''simple docstring'''




             return len(self._id_to_token					)



       def   lowercase__       (							self    :						int					)				->		Dict:


             '''simple docstring'''




             return {token: i for i, token in enumerate(self.all_tokens					)}



       def   lowercase__       (							self    :						Optional[int]	,       _UpperCAmelCase    :						str					)				->		int:


             '''simple docstring'''




             return self._token_to_id.get(_UpperCAmelCase	,       self._token_to_id.get(self.unk_token					)					)



       def   lowercase__       (							self    :						Optional[Any]	,       _UpperCAmelCase    :						int					)				->		str:


             '''simple docstring'''




             return self._id_to_token.get(_UpperCAmelCase	,       self.unk_token					)



       def   lowercase__       (							self    :						str	,       _UpperCAmelCase    :						List[int]	,       _UpperCAmelCase    :						Optional[List[int]] = None					)				->		List[int]:


             '''simple docstring'''




             UpperCAmelCase_    				=							[self.cls_token_id]
             UpperCAmelCase_    				=							[self.eos_token_id]  # No sep token in ESM vocabulary
             if token_ids_a is None:
                   if self.eos_token_id is None:
                         return cls + token_ids_a
                   else:
                         return cls + token_ids_a + sep
             elif self.eos_token_id is None:
                   raise ValueError("Cannot tokenize multiple sequences when EOS token is not set!"					)
             return cls + token_ids_a + sep + token_ids_a + sep  # Multiple inputs always have an EOS token



       def   lowercase__       (							self    :						Tuple	,       _UpperCAmelCase    :						List	,       _UpperCAmelCase    :						Optional[List] = None	,       _UpperCAmelCase    :						bool = False					)				->		List[int]:


             '''simple docstring'''




             if already_has_special_tokens:
                   if token_ids_a is not None:
                         raise ValueError(
                             "You should not supply a second sequence if the provided sequence of "
                             "ids is already formatted with special tokens for the model."					)

                   return [1 if token in self.all_special_ids else 0 for token in token_ids_a]
             UpperCAmelCase_    				=							[1] + ([0] * len(_UpperCAmelCase					)) + [1]
             if token_ids_a is not None:
                   mask += [0] * len(_UpperCAmelCase					) + [1]
             return mask



       def   lowercase__       (							self    :						List[str]	,       _UpperCAmelCase    :						Optional[int]	,       _UpperCAmelCase    :						Any					)				->		Union[str, Any]:


             '''simple docstring'''




             UpperCAmelCase_    				=							os.path.join(_UpperCAmelCase	,       (filename_prefix + "-" if filename_prefix else "") + "vocab.txt"					)
             with open(_UpperCAmelCase	,       "w"					) as f:
                   f.write("\n".join(self.all_tokens					)					)
             return (vocab_file,)



       @property
       def   lowercase__       (							self    :						str					)				->		int:


             '''simple docstring'''




             return self.get_vocab_size(with_added_tokens=_UpperCAmelCase					)







       def   lowercase__       (							self    :						Optional[int]	,       _UpperCAmelCase    :						Union[List[str], List[AddedToken]]	,       _UpperCAmelCase    :						bool = False					)				->		int:


             '''simple docstring'''




             return super()._add_tokens(_UpperCAmelCase	,       special_tokens=_UpperCAmelCase					)









"""simple docstring"""





from collections import OrderedDict
from typing import Mapping

from packaging import version

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


lowerCamelCase      =		logging.get_logger(__name__)

lowerCamelCase      =		{
    """google/mobilenet_v1_1.0_224""": """https://huggingface.co/google/mobilenet_v1_1.0_224/resolve/main/config.json""",
    """google/mobilenet_v1_0.75_192""": """https://huggingface.co/google/mobilenet_v1_0.75_192/resolve/main/config.json""",
    # See all MobileNetV1 models at https://huggingface.co/models?filter=mobilenet_v1
}
class    lowercase__     (					SCREAMING_SNAKE_CASE   ):







       '''simple docstring'''


       UpperCamelCase		=  '''mobilenet_v1'''



       def __init__(							self    :						Tuple	,       _UpperCAmelCase    :						int=3	,       _UpperCAmelCase    :						Union[str, Any]=224	,       _UpperCAmelCase    :						Any=1.0	,       _UpperCAmelCase    :						Any=8	,       _UpperCAmelCase    :						List[Any]="relu6"	,       _UpperCAmelCase    :						List[str]=True	,       _UpperCAmelCase    :						Dict=0.999	,       _UpperCAmelCase    :						List[Any]=0.02	,       _UpperCAmelCase    :						List[Any]=0.001	,       **_UpperCAmelCase    :						str	,       )				->		Optional[int]:


             '''simple docstring'''




             super().__init__(**_UpperCAmelCase					)

             if depth_multiplier <= 0:
                   raise ValueError("depth_multiplier must be greater than zero."					)

             UpperCAmelCase_    				=							num_channels
             UpperCAmelCase_    				=							image_size
             UpperCAmelCase_    				=							depth_multiplier
             UpperCAmelCase_    				=							min_depth
             UpperCAmelCase_    				=							hidden_act
             UpperCAmelCase_    				=							tf_padding
             UpperCAmelCase_    				=							classifier_dropout_prob
             UpperCAmelCase_    				=							initializer_range
             UpperCAmelCase_    				=							layer_norm_eps



class    lowercase__     (					SCREAMING_SNAKE_CASE   ):







       '''simple docstring'''


       UpperCamelCase		=  version.parse('''1.11'''   )



       @property
       def   lowercase__       (							self    :						List[Any]					)				->		Mapping[str, Mapping[int, str]]:


             '''simple docstring'''




             return OrderedDict([("pixel_values", {0: "batch"})]					)



       @property
       def   lowercase__       (							self    :						List[Any]					)				->		Mapping[str, Mapping[int, str]]:


             '''simple docstring'''




             if self.task == "image-classification":
                   return OrderedDict([("logits", {0: "batch"})]					)
             else:
                   return OrderedDict([("last_hidden_state", {0: "batch"}), ("pooler_output", {0: "batch"})]					)







       @property
       def   lowercase__       (							self    :						Tuple					)				->		float:


             '''simple docstring'''




             return 1e-4




