





import json
import os
import tempfile
import unittest

from transformers.modelcard import ModelCard

class 						UpperCamelCase__					( unittest.TestCase  ):



     '''simple docstring'''

     def 							SCREAMING_SNAKE_CASE__    (				self		:       Optional[int]			)	->						int:




           '''simple docstring'''


           SCREAMING_SNAKE_CASE						=		{
               """model_details""": {
                   """Organization""": """testing""",
                   """Model date""": """today""",
                   """Model version""": """v2.1, Developed by Test Corp in 2019.""",
                   """Architecture""": """Convolutional Neural Network.""",
               },
               """metrics""": """BLEU and ROUGE-1""",
               """evaluation_data""": {
                   """Datasets""": {"""BLEU""": """My-great-dataset-v1""", """ROUGE-1""": """My-short-dataset-v2.1"""},
                   """Preprocessing""": """See details on https://arxiv.org/pdf/1810.03993.pdf""",
               },
               """training_data""": {
                   """Dataset""": """English Wikipedia dump dated 2018-12-01""",
                   """Preprocessing""": (
                       """Using SentencePiece vocabulary of size 52k tokens. See details on"""
                       """ https://arxiv.org/pdf/1810.03993.pdf"""
                   ),
               },
               """quantitative_analyses""": {"""BLEU""": 55.1, """ROUGE-1""": 76},
           }






     def 							SCREAMING_SNAKE_CASE__    (				self		:       Union[str, Any]			)	->						Dict:




           '''simple docstring'''


           SCREAMING_SNAKE_CASE						=		ModelCard.from_dict(self.inputs_dict			)
           self.assertTrue(hasattr(lowerCamelCase__		,"""model_details"""			)			)
           self.assertTrue(hasattr(lowerCamelCase__		,"""intended_use"""			)			)
           self.assertTrue(hasattr(lowerCamelCase__		,"""factors"""			)			)
           self.assertTrue(hasattr(lowerCamelCase__		,"""metrics"""			)			)
           self.assertTrue(hasattr(lowerCamelCase__		,"""evaluation_data"""			)			)
           self.assertTrue(hasattr(lowerCamelCase__		,"""training_data"""			)			)
           self.assertTrue(hasattr(lowerCamelCase__		,"""quantitative_analyses"""			)			)
           self.assertTrue(hasattr(lowerCamelCase__		,"""ethical_considerations"""			)			)
           self.assertTrue(hasattr(lowerCamelCase__		,"""caveats_and_recommendations"""			)			)






     def 							SCREAMING_SNAKE_CASE__    (				self		:       List[Any]			)	->						Tuple:




           '''simple docstring'''


           SCREAMING_SNAKE_CASE						=		ModelCard.from_dict(self.inputs_dict			)
           SCREAMING_SNAKE_CASE						=		json.loads(modelcard.to_json_string()			)
           for key, value in self.inputs_dict.items():
                 self.assertEqual(obj[key]		,lowerCamelCase__			)






     def 							SCREAMING_SNAKE_CASE__    (				self		:       Tuple			)	->						Dict:




           '''simple docstring'''


           SCREAMING_SNAKE_CASE						=		ModelCard.from_dict(self.inputs_dict			)

           with tempfile.TemporaryDirectory() as tmpdirname:
                 SCREAMING_SNAKE_CASE						=		os.path.join(lowerCamelCase__		,"""modelcard.json"""			)
                 model_card_first.to_json_file(lowerCamelCase__			)
                 SCREAMING_SNAKE_CASE						=		ModelCard.from_json_file(lowerCamelCase__			)

           self.assertEqual(model_card_second.to_dict()		,model_card_first.to_dict()			)






     def 							SCREAMING_SNAKE_CASE__    (				self		:       int			)	->						Dict:




           '''simple docstring'''


           SCREAMING_SNAKE_CASE						=		ModelCard.from_dict(self.inputs_dict			)

           with tempfile.TemporaryDirectory() as tmpdirname:
                 model_card_first.save_pretrained(lowerCamelCase__			)
                 SCREAMING_SNAKE_CASE						=		ModelCard.from_pretrained(lowerCamelCase__			)

           self.assertEqual(model_card_second.to_dict()		,model_card_first.to_dict()			)









import unittest
from dataclasses import dataclass
from typing import Optional

from transformers.utils import ModelOutput

@dataclass
class 						UpperCamelCase__					( lowerCAmelCase_  ):



     '''simple docstring'''

     __snake_case       :      float
     __snake_case       :      Optional[float]						      =     None
     __snake_case       :      Optional[float]						      =     None

class 						UpperCamelCase__					( unittest.TestCase  ):



     '''simple docstring'''

     def 							SCREAMING_SNAKE_CASE__    (				self		:       Any			)	->						Tuple:




           '''simple docstring'''


           SCREAMING_SNAKE_CASE						=		ModelOutputTest(a=30			)
           self.assertEqual(x.a		,30			)
           self.assertIsNone(x.b			)
           self.assertIsNone(x.c			)
           with self.assertRaises(lowerCamelCase__			):
                 SCREAMING_SNAKE_CASE						=		x.d






     def 							SCREAMING_SNAKE_CASE__    (				self		:       Optional[Any]			)	->						Tuple:




           '''simple docstring'''


           SCREAMING_SNAKE_CASE						=		ModelOutputTest(a=30		,b=10			)
           self.assertEqual(x[0]		,30			)
           self.assertEqual(x[1]		,10			)
           self.assertEqual(x[:2]		,(30, 10)			)
           self.assertEqual(x[:]		,(30, 10)			)

           SCREAMING_SNAKE_CASE						=		ModelOutputTest(a=30		,c=10			)
           self.assertEqual(x[0]		,30			)
           self.assertEqual(x[1]		,10			)
           self.assertEqual(x[:2]		,(30, 10)			)
           self.assertEqual(x[:]		,(30, 10)			)






     def 							SCREAMING_SNAKE_CASE__    (				self		:       str			)	->						Optional[int]:




           '''simple docstring'''


           SCREAMING_SNAKE_CASE						=		ModelOutputTest(a=30		,b=10			)
           self.assertEqual(x["""a"""]		,30			)
           self.assertEqual(x["""b"""]		,10			)
           with self.assertRaises(lowerCamelCase__			):
                 SCREAMING_SNAKE_CASE						=		x["""c"""]

           SCREAMING_SNAKE_CASE						=		ModelOutputTest(a=30		,c=10			)
           self.assertEqual(x["""a"""]		,30			)
           self.assertEqual(x["""c"""]		,10			)
           with self.assertRaises(lowerCamelCase__			):
                 SCREAMING_SNAKE_CASE						=		x["""b"""]






     def 							SCREAMING_SNAKE_CASE__    (				self		:       List[Any]			)	->						Tuple:




           '''simple docstring'''


           SCREAMING_SNAKE_CASE						=		ModelOutputTest(a=30			)
           self.assertEqual(list(x.keys()			)		,["""a"""]			)
           self.assertEqual(list(x.values()			)		,[30]			)
           self.assertEqual(list(x.items()			)		,[("""a""", 30)]			)
           self.assertEqual(list(lowerCamelCase__			)		,["""a"""]			)

           SCREAMING_SNAKE_CASE						=		ModelOutputTest(a=30		,b=10			)
           self.assertEqual(list(x.keys()			)		,["""a""", """b"""]			)
           self.assertEqual(list(x.values()			)		,[30, 10]			)
           self.assertEqual(list(x.items()			)		,[("""a""", 30), ("""b""", 10)]			)
           self.assertEqual(list(lowerCamelCase__			)		,["""a""", """b"""]			)

           SCREAMING_SNAKE_CASE						=		ModelOutputTest(a=30		,c=10			)
           self.assertEqual(list(x.keys()			)		,["""a""", """c"""]			)
           self.assertEqual(list(x.values()			)		,[30, 10]			)
           self.assertEqual(list(x.items()			)		,[("""a""", 30), ("""c""", 10)]			)
           self.assertEqual(list(lowerCamelCase__			)		,["""a""", """c"""]			)

           with self.assertRaises(lowerCamelCase__			):
                 SCREAMING_SNAKE_CASE						=		x.update({"""d""": 20}			)
           with self.assertRaises(lowerCamelCase__			):
                 del x["a"]
           with self.assertRaises(lowerCamelCase__			):
                 SCREAMING_SNAKE_CASE						=		x.pop("""a"""			)
           with self.assertRaises(lowerCamelCase__			):
                 SCREAMING_SNAKE_CASE						=		x.setdefault("""d"""		,32			)






     def 							SCREAMING_SNAKE_CASE__    (				self		:       int			)	->						List[Any]:




           '''simple docstring'''


           SCREAMING_SNAKE_CASE						=		ModelOutputTest(a=30			)
           SCREAMING_SNAKE_CASE						=		10
           self.assertEqual(x.a		,10			)
           self.assertEqual(x["""a"""]		,10			)






     def 							SCREAMING_SNAKE_CASE__    (				self		:       List[str]			)	->						Optional[int]:




           '''simple docstring'''


           SCREAMING_SNAKE_CASE						=		ModelOutputTest(a=30			)
           SCREAMING_SNAKE_CASE						=		10
           self.assertEqual(x.a		,10			)
           self.assertEqual(x["""a"""]		,10			)






     def 							SCREAMING_SNAKE_CASE__    (				self		:       List[Any]			)	->						Optional[Any]:




           '''simple docstring'''


           SCREAMING_SNAKE_CASE						=		ModelOutputTest({"""a""": 30, """b""": 10}			)
           self.assertEqual(list(x.keys()			)		,["""a""", """b"""]			)
           self.assertEqual(x.a		,30			)
           self.assertEqual(x.b		,10			)






     def 							SCREAMING_SNAKE_CASE__    (				self		:       Optional[int]			)	->						Optional[int]:




           '''simple docstring'''


           SCREAMING_SNAKE_CASE						=		ModelOutputTest([("""a""", 30), ("""b""", 10)]			)
           self.assertEqual(list(x.keys()			)		,["""a""", """b"""]			)
           self.assertEqual(x.a		,30			)
           self.assertEqual(x.b		,10			)

           with self.assertRaises(lowerCamelCase__			):
                 SCREAMING_SNAKE_CASE						=		ModelOutputTest([("""a""", 30), (10, 10)]			)

           SCREAMING_SNAKE_CASE						=		ModelOutputTest(a=(30, 30)			)
           self.assertEqual(list(x.keys()			)		,["""a"""]			)
           self.assertEqual(x.a		,(30, 30)			)


