

import os
from string import ascii_letters

_a:      Optional[Any]								=     ascii_letters + """ \t\n"""



def  __lowerCAmelCase (  ):
	UpperCAmelCase_    			=     os.path.split(os.path.realpath(A      )      )
	UpperCAmelCase_    			=     {}
	with open(path[0] + "/dictionary.txt"      ) as dictionary_file:
		for word in dictionary_file.read().split("\n"      ):
			UpperCAmelCase_    			=     None
	return english_words


_a:      Union[str, Any]								=     load_dictionary()



def  __lowerCAmelCase (  A      ):
	UpperCAmelCase_    			=     message.upper()
	UpperCAmelCase_    			=     remove_non_letters(A      )
	UpperCAmelCase_    			=     message.split()
	UpperCAmelCase_    			=     len([word for word in possible_words if word in ENGLISH_WORDS]      )
	return float(A      ) / len(A      )



def  __lowerCAmelCase (  A      ):
	return "".join(symbol for symbol in message if symbol in LETTERS_AND_SPACE      )



def  __lowerCAmelCase (  A    ,       A = 20    ,       A = 85      ):
	UpperCAmelCase_    			=     get_english_count(A      ) * 100 >= word_percentage
	UpperCAmelCase_    			=     len(remove_non_letters(A      )      )
	UpperCAmelCase_    			=     (float(A      ) / len(A      )) * 100
	UpperCAmelCase_    			=     message_letters_percentage >= letter_percentage
	return words_match and letters_match


if __name__ == "__main__":
				import doctest

				doctest.testmod()


import unittest

from datasets import load_dataset

from transformers import load_tool

from .test_tools_common import ToolTesterMixin

class   __UpperCamelCase      (   unittest.TestCase       ,       lowercase  ):




	def  __A   (						self		:  str							):


		'''simple docstring'''







		UpperCAmelCase_    			=     load_tool("document-question-answering"							)
		self.tool.setup()
		UpperCAmelCase_    			=     load_tool("document-question-answering"						,		remote=lowerCAmelCase							)




	def  __A   (						self		:  Optional[Any]							):


		'''simple docstring'''







		UpperCAmelCase_    			=     load_dataset("hf-internal-testing/example-documents"						,		split="test"							)
		UpperCAmelCase_    			=     dataset[0]["image"]

		UpperCAmelCase_    			=     self.tool(lowerCAmelCase						,		"When is the coffee break?"							)
		self.assertEqual(lowerCAmelCase						,		"11-14 to 11:39 a.m."							)




	def  __A   (						self		:  Any							):


		'''simple docstring'''







		UpperCAmelCase_    			=     load_dataset("hf-internal-testing/example-documents"						,		split="test"							)
		UpperCAmelCase_    			=     dataset[0]["image"]

		UpperCAmelCase_    			=     self.remote_tool(lowerCAmelCase						,		"When is the coffee break?"							)
		self.assertEqual(lowerCAmelCase						,		"11-14 to 11:39 a.m."							)




	def  __A   (						self		:  int							):


		'''simple docstring'''







		UpperCAmelCase_    			=     load_dataset("hf-internal-testing/example-documents"						,		split="test"							)
		UpperCAmelCase_    			=     dataset[0]["image"]

		self.tool(document=lowerCAmelCase						,		question="When is the coffee break?"							)




	def  __A   (						self		:  Any							):


		'''simple docstring'''







		UpperCAmelCase_    			=     load_dataset("hf-internal-testing/example-documents"						,		split="test"							)
		UpperCAmelCase_    			=     dataset[0]["image"]

		UpperCAmelCase_    			=     self.remote_tool(document=lowerCAmelCase						,		question="When is the coffee break?"							)
		self.assertEqual(lowerCAmelCase						,		"11-14 to 11:39 a.m."							)