






class 				_UpperCAmelCase :

				"""simple docstring"""




				def __init__(					self						:   Dict  ):

								'''simple docstring'''
								# numbermap keys are the number and its values are lists of indexes sorted
								# in ascending order
								lowercase__       			=      {}
								# indexmap keys are an index and it's values are the number at that index
								lowercase__       			=      {}




				def     lowercase__       (					self						:   Union[str, Any],  lowerCamelCase						:   list | str | range,  lowerCamelCase						:   int  ):

								'''simple docstring'''
								if isinstance(lowerCamelCase,  (range, str)  ):
												lowercase__       			=      list(lowerCamelCase  )
								elif not isinstance(lowerCamelCase,  lowerCamelCase  ):
												raise TypeError(
												    '''binary_search_delete() only accepts either a list, range or str'''  )

								lowercase__       			=      0
								lowercase__       			=      len(lowerCamelCase  ) - 1

								while low <= high:
												lowercase__       			=      (low + high) // 2
												if array[mid] == item:
																array.pop(lowerCamelCase  )
																return array
												elif array[mid] < item:
																lowercase__       			=      mid + 1
												else:
																lowercase__       			=      mid - 1
								raise ValueError(
								    '''Either the item is not in the array or the array was unsorted'''  )




				def     lowercase__       (					self						:   Optional[int],  lowerCamelCase						:   list | str | range,  lowerCamelCase						:   int  ):

								'''simple docstring'''
								if isinstance(lowerCamelCase,  (range, str)  ):
												lowercase__       			=      list(lowerCamelCase  )
								elif not isinstance(lowerCamelCase,  lowerCamelCase  ):
												raise TypeError(
												    '''binary_search_insert() only accepts either a list, range or str'''  )

								lowercase__       			=      0
								lowercase__       			=      len(lowerCamelCase  ) - 1

								while low <= high:
												lowercase__       			=      (low + high) // 2
												if array[mid] == index:
																# If the item already exists in the array,
																# insert it after the existing item
																array.insert(mid + 1,  lowerCamelCase  )
																return array
												elif array[mid] < index:
																lowercase__       			=      mid + 1
												else:
																lowercase__       			=      mid - 1

        # If the item doesn't exist in the array, insert it at the appropriate position
								array.insert(lowerCamelCase,  lowerCamelCase  )
								return array




				def     lowercase__       (					self						:   Union[str, Any],  lowerCamelCase						:   int,  lowerCamelCase						:   int  ):

								'''simple docstring'''
								# Remove previous index
								if index in self.indexmap:
												lowercase__       			=      self.indexmap[index]
												if len(self.numbermap[n]  ) == 1:
																del self.numbermap[n]
												else:
																lowercase__       			=      self.binary_search_delete(self.numbermap[n],  lowerCamelCase  )

        # Set new index
								lowercase__       			=      number

								# Number not seen before or empty so insert number value
								if number not in self.numbermap:
												lowercase__       			=      [index]

								# Here we need to perform a binary search insertion in order to insert
								# The item in the correct place
								else:
												lowercase__       			=      self.binary_search_insert(
												    self.numbermap[number],  lowerCamelCase  )




				def     lowercase__       (					self						:   str,  lowerCamelCase						:   int  ):

								'''simple docstring'''
								return self.numbermap.get(lowerCamelCase,  [-1]  )[0]


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		,A__     ):

				"""simple docstring"""




				def     lowercase__       (					self						:   str  ):

								'''simple docstring'''
								lowercase__       			=      load_tool('''document-question-answering'''  )
								self.tool.setup()
								lowercase__       			=      load_tool('''document-question-answering''',  remote=lowerCamelCase  )




				def     lowercase__       (					self						:   List[Any]  ):

								'''simple docstring'''
								lowercase__       			=      load_dataset('''hf-internal-testing/example-documents''',  split='''test'''  )
								lowercase__       			=      dataset[0]['''image''']

								lowercase__       			=      self.tool(lowerCamelCase,  '''When is the coffee break?'''  )
								self.assertEqual(lowerCamelCase,  '''11-14 to 11:39 a.m.'''  )




				def     lowercase__       (					self						:   Optional[Any]  ):

								'''simple docstring'''
								lowercase__       			=      load_dataset('''hf-internal-testing/example-documents''',  split='''test'''  )
								lowercase__       			=      dataset[0]['''image''']

								lowercase__       			=      self.remote_tool(lowerCamelCase,  '''When is the coffee break?'''  )
								self.assertEqual(lowerCamelCase,  '''11-14 to 11:39 a.m.'''  )




				def     lowercase__       (					self						:   Any  ):

								'''simple docstring'''
								lowercase__       			=      load_dataset('''hf-internal-testing/example-documents''',  split='''test'''  )
								lowercase__       			=      dataset[0]['''image''']

								self.tool(document=lowerCamelCase,  question='''When is the coffee break?'''  )




				def     lowercase__       (					self						:   Tuple  ):

								'''simple docstring'''
								lowercase__       			=      load_dataset('''hf-internal-testing/example-documents''',  split='''test'''  )
								lowercase__       			=      dataset[0]['''image''']

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




