





import unittest

from transformers import DonutProcessor


_lowerCamelCase   				=			'naver-clova-ix/donut-base'




class   UpperCamelCase_       (     unittest.TestCase    ):


							def      _snake_case  (							self    :str		)   ->   Tuple:



									"""simple docstring"""



									SCREAMING_SNAKE_CASE__			=      DonutProcessor.from_pretrained(__A		)


							def      _snake_case  (							self    :Any		)   ->   List[Any]:



									"""simple docstring"""



									SCREAMING_SNAKE_CASE__			=      {
									    """name""": """John Doe""",
									    """age""": """99""",
									    """city""": """Atlanta""",
									    """state""": """GA""",
									    """zip""": """30301""",
									    """phone""": """123-4567""",
									    """nicknames""": [{"""nickname""": """Johnny"""}, {"""nickname""": """JD"""}],
									}

									SCREAMING_SNAKE_CASE__			=      (
									    """<s_name>John Doe</s_name><s_age>99</s_age><s_city>Atlanta</s_city>"""
									    """<s_state>GA</s_state><s_zip>30301</s_zip><s_phone>123-4567</s_phone>"""
									    """<s_nicknames><s_nickname>Johnny</s_nickname>"""
									    """<sep/><s_nickname>JD</s_nickname></s_nicknames>"""
									)
									SCREAMING_SNAKE_CASE__			=      self.processor.tokenajson(__A		)

									self.assertDictEqual(__A							,				__A		)






import copy
from dataclasses import dataclass, field
from typing import ClassVar, Dict

from ..features import ClassLabel, Features, Image
from .base import TaskTemplate




@dataclass(frozen=UpperCamelCase__    )
class   UpperCamelCase_       (     UpperCamelCase__    ):
							lowerCamelCase_           =					field(default="image-classification"				,  metadata={"include_in_asdict_even_if_is_default": True}    )
							lowerCamelCase_           =					Features({"image": Image()}    )
							lowerCamelCase_           =					Features({"labels": ClassLabel}    )
							lowerCamelCase_           =					"image"
							lowerCamelCase_           =					"labels"


							def      _snake_case  (							self    :List[str]							,				__A    :Tuple		)   ->   Tuple:



									"""simple docstring"""



									if self.label_column not in features:
											raise ValueError(f'''Column {self.label_column} is not present in features.'''		)
									if not isinstance(features[self.label_column]							,				__A		):
											raise ValueError(f'''Column {self.label_column} is not a ClassLabel.'''		)
									SCREAMING_SNAKE_CASE__			=      copy.deepcopy(self		)
									SCREAMING_SNAKE_CASE__			=      self.label_schema.copy()
									SCREAMING_SNAKE_CASE__			=      features[self.label_column]
									SCREAMING_SNAKE_CASE__			=      label_schema
									return task_template


							@property
							def      _snake_case  (							self    :Dict		)   ->   Dict[str, str]:



									"""simple docstring"""



									return {
									    self.image_column: "image",
									    self.label_column: "labels",
									}