




import unittest

from datasets import load_dataset

from transformers import load_tool

from .test_tools_common import ToolTesterMixin
class       _UpperCamelCase   (					unittest.TestCase						,							lowerCAmelCase		):
      def 						UpperCAmelCase_    (      self :Dict   )  ->      Dict:
       UpperCAmelCase__							=    load_tool("document-question-answering"   )
       self.tool.setup()
       UpperCAmelCase__							=    load_tool("document-question-answering"			,   remote=lowerCamelCase   )
      def 						UpperCAmelCase_    (      self :Optional[Any]   )  ->      Dict:
       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 						UpperCAmelCase_    (      self :Any   )  ->      List[Any]:
       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 						UpperCAmelCase_    (      self :Dict   )  ->      List[Any]:
       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 						UpperCAmelCase_    (      self :int   )  ->      Optional[int]:
       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."   )











from typing import Optional

from ..utils.logging import get_logger
from .audio_classificiation import AudioClassification
from .automatic_speech_recognition import AutomaticSpeechRecognition
from .base import TaskTemplate
from .image_classification import ImageClassification
from .language_modeling import LanguageModeling
from .question_answering import QuestionAnsweringExtractive
from .summarization import Summarization
from .text_classification import TextClassification


_lowerCAmelCase    : Any		= [
    "AutomaticSpeechRecognition",
    "AudioClassification",
    "ImageClassification",
    "LanguageModeling",
    "QuestionAnsweringExtractive",
    "Summarization",
    "TaskTemplate",
    "TextClassification",
]

_lowerCAmelCase    : Dict		= get_logger(__name__)


_lowerCAmelCase    : Optional[Any]		= {
    AutomaticSpeechRecognition.task: AutomaticSpeechRecognition,
    AudioClassification.task: AudioClassification,
    ImageClassification.task: ImageClassification,
    LanguageModeling.task: LanguageModeling,
    QuestionAnsweringExtractive.task: QuestionAnsweringExtractive,
    Summarization.task: Summarization,
    TextClassification.task: TextClassification,
}



def     lowerCAmelCase		(		_lowerCAmelCase				: dict						):




 """simple docstring"""







 UpperCAmelCase__							=    task_template_dict.get("task"						)
 if task_name is None:
  logger.warning(F'''Couldn\'t find template for task \'{task_name}\'. Available templates: {list(_lowerCAmelCase						)}'''						)
  return None
 UpperCAmelCase__							=    NAMEaTEMPLATE.get(_lowerCAmelCase						)
 return template.from_dict(_lowerCAmelCase						)





