


# Copyright 2023 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
import re

from ..models.auto import AutoProcessor
from ..models.vision_encoder_decoder import VisionEncoderDecoderModel
from ..utils import is_vision_available
from .base import PipelineTool


if is_vision_available():
	from PIL import Image



class 				A       (			UpperCAmelCase__				):
					'''simple docstring'''






					A__     =					'''naver-clova-ix/donut-base-finetuned-docvqa'''
					A__     =					(
					    '''This is a tool that answers a question about an document (pdf). It takes an input named `document` which '''
					    '''should be the document containing the information, as well as a `question` that is the question about the '''
					    '''document. It returns a text that contains the answer to the question.'''
					)
					A__     =					'''document_qa'''
					A__     =					AutoProcessor
					A__     =					VisionEncoderDecoderModel

					A__     =					['''image''', '''text''']
					A__     =					['''text''']

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




							"""simple docstring"""


							if not is_vision_available():
									raise ValueError("""Pillow must be installed to use the DocumentQuestionAnsweringTool."""						)

							super().__init__(*_UpperCAmelCase ,   **_UpperCAmelCase						)

					def     lowerCamelCase__	(self       :		Any ,   _UpperCAmelCase       :		"Image" ,   _UpperCAmelCase       :		str						)		->  Union[str, Any]:




							"""simple docstring"""


							lowercase__	     =						"""<s_docvqa><s_question>{user_input}</s_question><s_answer>"""
							lowercase__	     =						task_prompt.replace("""{user_input}""" ,   _UpperCAmelCase						)
							lowercase__	     =						self.pre_processor.tokenizer(
							    _UpperCAmelCase ,   add_special_tokens=_UpperCAmelCase ,   return_tensors="""pt"""						).input_ids
							lowercase__	     =						self.pre_processor(_UpperCAmelCase ,   return_tensors="""pt"""						).pixel_values

							return {"decoder_input_ids": decoder_input_ids, "pixel_values": pixel_values}

					def     lowerCamelCase__	(self       :		str ,   _UpperCAmelCase       :		Dict						)		->  str:




							"""simple docstring"""


							return self.model.generate(
							    inputs["""pixel_values"""].to(self.device						) ,   decoder_input_ids=inputs["""decoder_input_ids"""].to(self.device						) ,   max_length=self.model.decoder.config.max_position_embeddings ,   early_stopping=_UpperCAmelCase ,   pad_token_id=self.pre_processor.tokenizer.pad_token_id ,   eos_token_id=self.pre_processor.tokenizer.eos_token_id ,   use_cache=_UpperCAmelCase ,   num_beams=1 ,   bad_words_ids=[[self.pre_processor.tokenizer.unk_token_id]] ,   return_dict_in_generate=_UpperCAmelCase ,   ).sequences


					def     lowerCamelCase__	(self       :		str ,   _UpperCAmelCase       :		List[str]						)		->  Union[str, Any]:




							"""simple docstring"""


							lowercase__	     =						self.pre_processor.batch_decode(_UpperCAmelCase						)[0]
							lowercase__	     =						sequence.replace(self.pre_processor.tokenizer.eos_token ,   """"""						)
							lowercase__	     =						sequence.replace(self.pre_processor.tokenizer.pad_token ,   """"""						)
							lowercase__	     =						re.sub(r"""<.*?>""" ,   """""" ,   _UpperCAmelCase ,   count=1						).strip()  # remove first task start token
							lowercase__	     =						self.pre_processor.tokenajson(_UpperCAmelCase						)

							return sequence["answer"]


'''simple docstring'''

import math
import sys



def snake_case_      (					__snake_case  :							str)			->					str:
   lowerCAmelCase_			=      ''''''
   try:
      with open(__snake_case	,   '''rb''') as binary_file:
         lowerCAmelCase_			=      binary_file.read()
      for dat in data:
         lowerCAmelCase_			=      F'''{dat:08b}'''
         result += curr_byte
      return result
   except OSError:
      print('''File not accessible''')
      sys.exit()



def snake_case_      (					__snake_case  :							str)			->					str:
   lowerCAmelCase_			=      {'''0''': '''0''', '''1''': '''1'''}
   lowerCAmelCase_	,lowerCAmelCase_			=      '''''', ''''''
   lowerCAmelCase_			=      len(__snake_case)

   for i in range(len(__snake_case)):
      curr_string += data_bits[i]
      if curr_string not in lexicon:
         continue

      lowerCAmelCase_			=      lexicon[curr_string]
      result += last_match_id
      lowerCAmelCase_			=      last_match_id + '''0'''

      if math.loga(__snake_case).is_integer():
         lowerCAmelCase_			=      {}
         for curr_key in list(__snake_case):
            lowerCAmelCase_			=      lexicon.pop(__snake_case)
         lowerCAmelCase_			=      new_lex

      lowerCAmelCase_			=      last_match_id + '''1'''
      index += 1
      lowerCAmelCase_			=      ''''''
   return result



def snake_case_      (					__snake_case  :							str	,   __snake_case  :							str)			->					None:
   lowerCAmelCase_			=      8
   try:
      with open(__snake_case	,   '''wb''') as opened_file:
         lowerCAmelCase_			=      [
             to_write[i : i + byte_length]
             for i in range(0	,   len(__snake_case)	,   __snake_case)
         ]

         if len(result_byte_array[-1]) % byte_length == 0:
            result_byte_array.append('''10000000''')
         else:
            result_byte_array[-1] += "1" + "0" * (
                byte_length - len(result_byte_array[-1]) - 1
            )

         for elem in result_byte_array[:-1]:
            opened_file.write(int(__snake_case	,   2).to_bytes(1	,   byteorder='''big'''))
   except OSError:
      print('''File not accessible''')
      sys.exit()



def snake_case_      (					__snake_case  :							str)			->					str:
   lowerCAmelCase_			=      0
   for letter in data_bits:
      if letter == "1":
         break
      counter += 1

   lowerCAmelCase_			=      data_bits[counter:]
   lowerCAmelCase_			=      data_bits[counter + 1 :]
   return data_bits



def snake_case_      (					__snake_case  :							str	,   __snake_case  :							str)			->					None:
   lowerCAmelCase_			=      read_file_binary(__snake_case)
   lowerCAmelCase_			=      remove_prefix(__snake_case)
   lowerCAmelCase_			=      decompress_data(__snake_case)
   write_file_binary(__snake_case	,   __snake_case)


if __name__ == "__main__":
 compress(sys.argv[1], sys.argv[2])





