
"""simple docstring"""





import unittest

from datasets import load_dataset

from transformers import load_tool

from .test_tools_common import ToolTesterMixin


class A_      (unittest.TestCase							,lowercase__ ):




  '''simple docstring'''







  def 			UpperCamelCase__   (						self    ):

     """simple docstring"""
     UpperCAmelCase_   :   Optional[int]     	=       load_tool("document-question-answering"    )
     self.tool.setup()
     UpperCAmelCase_   :   Dict     	=       load_tool("document-question-answering"							,  remote=lowercase_    )







  def 			UpperCamelCase__   (						self    ):

     """simple docstring"""
     UpperCAmelCase_   :   List[Any]     	=       load_dataset("hf-internal-testing/example-documents"							,  split="test"    )
     UpperCAmelCase_   :   Union[str, Any]     	=       dataset[0]["image"]

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







  def 			UpperCamelCase__   (						self    ):

     """simple docstring"""
     UpperCAmelCase_   :   Any     	=       load_dataset("hf-internal-testing/example-documents"							,  split="test"    )
     UpperCAmelCase_   :   Union[str, Any]     	=       dataset[0]["image"]

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







  def 			UpperCamelCase__   (						self    ):

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

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







  def 			UpperCamelCase__   (						self    ):

     """simple docstring"""
     UpperCAmelCase_   :   Union[str, Any]     	=       load_dataset("hf-internal-testing/example-documents"							,  split="test"    )
     UpperCAmelCase_   :   Dict     	=       dataset[0]["image"]

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






"""simple docstring"""






import unittest

from transformers import BlenderbotTokenizer, BlenderbotTokenizerFast
from transformers.utils import cached_property


class 	A_       (     unittest.TestCase   ):





  """simple docstring"""

  @cached_property
  def 							lowercase_     (						self						)				->					Optional[Any]:
     return BlenderbotTokenizer.from_pretrained('facebook/blenderbot-3B'						)
  @cached_property
  def 							lowercase_     (						self						)				->					Optional[int]:
     return BlenderbotTokenizerFast.from_pretrained('facebook/blenderbot-3B'						)
  def 							lowercase_     (						self						)				->					Union[str, Any]:
     a   :	List[Any]						=    self.tokenizer_ab
     a   :	int						=    ' I am a small frog.'
     a   :	Any						=    tok([src_text]  ,					padding=__UpperCAmelCase  ,					truncation=__UpperCAmelCase						)['input_ids']
     a   :	List[str]						=    tok.batch_decode(__UpperCAmelCase  ,					skip_special_tokens=__UpperCAmelCase  ,					clean_up_tokenization_spaces=__UpperCAmelCase						)[0]
     assert src_text == decoded
  def 							lowercase_     (						self						)				->					Optional[Any]:
     a   :	Optional[int]						=    self.rust_tokenizer_ab
     a   :	List[Any]						=    ' I am a small frog.'
     a   :	Union[str, Any]						=    tok([src_text]  ,					padding=__UpperCAmelCase  ,					truncation=__UpperCAmelCase						)['input_ids']
     a   :	Optional[Any]						=    tok.batch_decode(__UpperCAmelCase  ,					skip_special_tokens=__UpperCAmelCase  ,					clean_up_tokenization_spaces=__UpperCAmelCase						)[0]
     assert src_text == decoded
  def 							lowercase_     (						self						)				->					Tuple:
     assert self.tokenizer_ab.add_prefix_space
     assert self.tokenizer_ab([' Sam', 'Sam']						).input_ids == [[55_02, 2], [55_02, 2]]






  def 							lowercase_     (						self						)				->					Tuple:
     assert self.rust_tokenizer_ab.add_prefix_space
     assert self.rust_tokenizer_ab([' Sam', 'Sam']						).input_ids == [[55_02, 2], [55_02, 2]]





