


"""simple docstring"""



from typing import List, Optional, Union

from ...processing_utils import ProcessorMixin
from ...tokenization_utils_base import BatchEncoding, PaddingStrategy, PreTokenizedInput, TextInput, TruncationStrategy
from ...utils import TensorType







class _lowerCAmelCase							( snake_case_      ):
   __UpperCAmelCase					:			Any				    =    ['''image_processor''', '''tokenizer''']
   __UpperCAmelCase					:			Optional[Any]				    =    '''BridgeTowerImageProcessor'''
   __UpperCAmelCase					:			Optional[int]				    =    ('''RobertaTokenizer''', '''RobertaTokenizerFast''')







   def __init__(      self		,      UpperCamelCase__		,      UpperCamelCase__		)      ->						List[str]:

       '''simple docstring'''




       super().__init__(UpperCamelCase__		,      UpperCamelCase__		)







   def __call__(      self		,      UpperCamelCase__		,      UpperCamelCase__ = None		,      UpperCamelCase__ = True		,      UpperCamelCase__ = False		,      UpperCamelCase__ = None		,      UpperCamelCase__ = None		,      UpperCamelCase__ = 0		,      UpperCamelCase__ = None		,      UpperCamelCase__ = None		,      UpperCamelCase__ = None		,      UpperCamelCase__ = False		,      UpperCamelCase__ = False		,      UpperCamelCase__ = False		,      UpperCamelCase__ = False		,      UpperCamelCase__ = True		,      UpperCamelCase__ = None		,      **UpperCamelCase__		,      )      ->						BatchEncoding:

       '''simple docstring'''




       snake_case       : List[str]    =       self.tokenizer(
           text=UpperCamelCase__		,      add_special_tokens=UpperCamelCase__		,      padding=UpperCamelCase__		,      truncation=UpperCamelCase__		,      max_length=UpperCamelCase__		,      stride=UpperCamelCase__		,      pad_to_multiple_of=UpperCamelCase__		,      return_token_type_ids=UpperCamelCase__		,      return_attention_mask=UpperCamelCase__		,      return_overflowing_tokens=UpperCamelCase__		,      return_special_tokens_mask=UpperCamelCase__		,      return_offsets_mapping=UpperCamelCase__		,      return_length=UpperCamelCase__		,      verbose=UpperCamelCase__		,      return_tensors=UpperCamelCase__		,      **UpperCamelCase__		,      )
       # add pixel_values + pixel_mask
       snake_case       : str    =       self.image_processor(
           UpperCamelCase__		,      return_tensors=UpperCamelCase__		,      do_normalize=UpperCamelCase__		,      do_center_crop=UpperCamelCase__		,      **UpperCamelCase__		)
       encoding.update(UpperCamelCase__		)

       return encoding







   def 					lowerCamelCase						(      self		,      *UpperCamelCase__		,      **UpperCamelCase__		)      ->						Optional[Any]:

       '''simple docstring'''




       return self.tokenizer.batch_decode(*UpperCamelCase__		,      **UpperCamelCase__		)







   def 					lowerCamelCase						(      self		,      *UpperCamelCase__		,      **UpperCamelCase__		)      ->						Tuple:

       '''simple docstring'''




       return self.tokenizer.decode(*UpperCamelCase__		,      **UpperCamelCase__		)







   @property
   def 					lowerCamelCase						(      self		)      ->						Optional[int]:

       '''simple docstring'''




       snake_case       : List[Any]    =       self.tokenizer.model_input_names
       snake_case       : Tuple    =       self.image_processor.model_input_names
       return list(dict.fromkeys(tokenizer_input_names + image_processor_input_names		)		)









"""simple docstring"""



from .imports import is_tqdm_available


if is_tqdm_available():
  from tqdm.auto import tqdm as _tqdm

from ..state import PartialState







def     __lowerCAmelCase		(		lowercase    :    bool = True		,				*lowercase    :    str		,				**lowercase    :    List[Any]					)      ->		List[Any]:


    """simple docstring"""





    if not is_tqdm_available():
        raise ImportError("Accelerate's `tqdm` module requires `tqdm` to be installed. Please run `pip install tqdm`."					)
    snake_case       : Dict    =       False
    if main_process_only:
        snake_case       : int    =       PartialState().local_process_index == 0
    return _tqdm(*lowercase		,				**lowercase		,				disable=lowercase					)





