



import importlib
import json
import os
import sys
import tempfile
import unittest
from pathlib import Path

import transformers
import transformers.models.auto
from transformers.models.auto.configuration_auto import CONFIG_MAPPING, AutoConfig
from transformers.models.bert.configuration_bert import BertConfig
from transformers.models.roberta.configuration_roberta import RobertaConfig
from transformers.testing_utils import DUMMY_UNKNOWN_IDENTIFIER, get_tests_dir


sys.path.append(str(Path(__file__).parent.parent.parent.parent / """utils"""))

from test_module.custom_configuration import CustomConfig  # noqa E402


lowerCamelCase__			= get_tests_dir("""fixtures/dummy-config.json""")






class    SCREAMING_SNAKE_CASE			(							unittest.TestCase					):





							def 						UpperCamelCase_					(   self		:		List[str]	):

											'''simple docstring'''
											__a       =		0





							def 						UpperCamelCase_					(   self		:		List[str]	):

											'''simple docstring'''
											self.assertIsNotNone(transformers.models.auto.__spec__	)
											self.assertIsNotNone(importlib.util.find_spec("""transformers.models.auto"""	)	)





							def 						UpperCamelCase_					(   self		:		Any	):

											'''simple docstring'''
											__a       =		AutoConfig.from_pretrained("""bert-base-uncased"""	)
											self.assertIsInstance(__lowercase      ,				__lowercase	)





							def 						UpperCamelCase_					(   self		:		str	):

											'''simple docstring'''
											__a       =		AutoConfig.from_pretrained(__lowercase	)
											self.assertIsInstance(__lowercase      ,				__lowercase	)





							def 						UpperCamelCase_					(   self		:		Union[str, Any]	):

											'''simple docstring'''
											__a       =		AutoConfig.from_pretrained(__lowercase	)
											self.assertIsInstance(__lowercase      ,				__lowercase	)





							def 						UpperCamelCase_					(   self		:		Any	):

											'''simple docstring'''
											__a       =		AutoConfig.for_model("""roberta"""	)
											self.assertIsInstance(__lowercase      ,				__lowercase	)





							def 						UpperCamelCase_					(   self		:		str	):

											'''simple docstring'''
											with tempfile.TemporaryDirectory() as tmp_dir:
															# This model name contains bert and roberta, but roberta ends up being picked.
															__a       =		os.path.join(__lowercase      ,				"""fake-roberta"""	)
															os.makedirs(__lowercase      ,				exist_ok=__lowercase	)
															with open(os.path.join(__lowercase      ,				"""config.json"""	)      ,				"""w"""	) as f:
																			f.write(json.dumps({}	)	)
															__a       =		AutoConfig.from_pretrained(__lowercase	)
															self.assertEqual(type(__lowercase	)      ,				__lowercase	)





							def 						UpperCamelCase_					(   self		:		Optional[Any]	):

											'''simple docstring'''
											try:
															AutoConfig.register("""custom"""      ,				__lowercase	)
															# Wrong model type will raise an error
															with self.assertRaises(__lowercase	):
																			AutoConfig.register("""model"""      ,				__lowercase	)
															# Trying to register something existing in the Transformers library will raise an error
															with self.assertRaises(__lowercase	):
																			AutoConfig.register("""bert"""      ,				__lowercase	)

															# Now that the config is registered, it can be used as any other config with the auto-API
															__a       =		CustomConfig()
															with tempfile.TemporaryDirectory() as tmp_dir:
																			config.save_pretrained(__lowercase	)
																			__a       =		AutoConfig.from_pretrained(__lowercase	)
																			self.assertIsInstance(__lowercase      ,				__lowercase	)

											finally:
															if "custom" in CONFIG_MAPPING._extra_content:
																			del CONFIG_MAPPING._extra_content["custom"]





							def 						UpperCamelCase_					(   self		:		Dict	):

											'''simple docstring'''
											with self.assertRaisesRegex(
											    __lowercase      ,				"""bert-base is not a local folder and is not a valid model identifier"""	):
															__a       =		AutoConfig.from_pretrained("""bert-base"""	)





							def 						UpperCamelCase_					(   self		:		List[Any]	):

											'''simple docstring'''
											with self.assertRaisesRegex(
											    __lowercase      ,				r"""aaaaaa is not a valid git identifier \(branch name, tag name or commit id\)"""	):
															__a       =		AutoConfig.from_pretrained(__lowercase      ,				revision="""aaaaaa"""	)





							def 						UpperCamelCase_					(   self		:		Dict	):

											'''simple docstring'''
											with self.assertRaisesRegex(
											    __lowercase      ,				"""hf-internal-testing/no-config-test-repo does not appear to have a file named config.json."""      ,				):
															__a       =		AutoConfig.from_pretrained("""hf-internal-testing/no-config-test-repo"""	)





							def 						UpperCamelCase_					(   self		:		Tuple	):

											'''simple docstring'''
											# If remote code is not set, we will time out when asking whether to load the model.
											with self.assertRaises(__lowercase	):
															__a       =		AutoConfig.from_pretrained("""hf-internal-testing/test_dynamic_model"""	)
											# If remote code is disabled, we can't load this config.
											with self.assertRaises(__lowercase	):
															__a       =		AutoConfig.from_pretrained("""hf-internal-testing/test_dynamic_model"""      ,				trust_remote_code=__lowercase	)

											__a       =		AutoConfig.from_pretrained("""hf-internal-testing/test_dynamic_model"""      ,				trust_remote_code=__lowercase	)
											self.assertEqual(config.__class__.__name__      ,				"""NewModelConfig"""	)

											# Test config can be reloaded.
											with tempfile.TemporaryDirectory() as tmp_dir:
															config.save_pretrained(__lowercase	)
															__a       =		AutoConfig.from_pretrained(__lowercase      ,				trust_remote_code=__lowercase	)
											self.assertEqual(reloaded_config.__class__.__name__      ,				"""NewModelConfig"""	)







							def 						UpperCamelCase_					(   self		:		List[str]	):

											'''simple docstring'''






											class    SCREAMING_SNAKE_CASE			(							lowerCamelCase__					):
																		__lowerCamelCase	:	List[str]    ='new-model'

											try:
															AutoConfig.register("""new-model"""      ,				__lowercase	)
															# If remote code is not set, the default is to use local
															__a       =		AutoConfig.from_pretrained("""hf-internal-testing/test_dynamic_model"""	)
															self.assertEqual(config.__class__.__name__      ,				"""NewModelConfigLocal"""	)

															# If remote code is disabled, we load the local one.
															__a       =		AutoConfig.from_pretrained("""hf-internal-testing/test_dynamic_model"""      ,				trust_remote_code=__lowercase	)
															self.assertEqual(config.__class__.__name__      ,				"""NewModelConfigLocal"""	)

															# If remote is enabled, we load from the Hub
															__a       =		AutoConfig.from_pretrained("""hf-internal-testing/test_dynamic_model"""      ,				trust_remote_code=__lowercase	)
															self.assertEqual(config.__class__.__name__      ,				"""NewModelConfig"""	)

											finally:
															if "new-model" in CONFIG_MAPPING._extra_content:
																			del CONFIG_MAPPING._extra_content["new-model"]





import json
import os
import unittest

from transformers.models.blenderbot_small.tokenization_blenderbot_small import (
    VOCAB_FILES_NAMES,
    BlenderbotSmallTokenizer,
)

from ...test_tokenization_common import TokenizerTesterMixin






class    SCREAMING_SNAKE_CASE			(							lowerCamelCase__			,      unittest.TestCase					):
							__lowerCamelCase	:	Optional[int]    =BlenderbotSmallTokenizer
							__lowerCamelCase	:	str    =False





							def 						UpperCamelCase_					(   self		:		Union[str, Any]	):

											'''simple docstring'''
											super().setUp()

											__a       =		["""__start__""", """adapt""", """act""", """ap@@""", """te""", """__end__""", """__unk__"""]
											__a       =		dict(zip(__lowercase      ,				range(len(__lowercase	)	)	)	)

											__a       =		["""#version: 0.2""", """a p""", """t e</w>""", """ap t</w>""", """a d""", """ad apt</w>""", """a c""", """ac t</w>""", """"""]
											__a       =		{"""unk_token""": """__unk__""", """bos_token""": """__start__""", """eos_token""": """__end__"""}

											__a       =		os.path.join(self.tmpdirname      ,				VOCAB_FILES_NAMES["""vocab_file"""]	)
											__a       =		os.path.join(self.tmpdirname      ,				VOCAB_FILES_NAMES["""merges_file"""]	)
											with open(self.vocab_file      ,				"""w"""      ,				encoding="""utf-8"""	) as fp:
															fp.write(json.dumps(__lowercase	) + """\n"""	)
											with open(self.merges_file      ,				"""w"""      ,				encoding="""utf-8"""	) as fp:
															fp.write("""\n""".join(__lowercase	)	)





							def 						UpperCamelCase_					(   self		:		Optional[Any]      ,				**__lowercase		:		Dict	):

											'''simple docstring'''
											kwargs.update(self.special_tokens_map	)
											return BlenderbotSmallTokenizer.from_pretrained(self.tmpdirname      ,				**__lowercase	)





							def 						UpperCamelCase_					(   self		:		Union[str, Any]      ,				__lowercase		:		Optional[Any]	):

											'''simple docstring'''
											__a       =		"""adapt act apte"""
											__a       =		"""adapt act apte"""
											return input_text, output_text





							def 						UpperCamelCase_					(   self		:		Optional[Any]	):

											'''simple docstring'''
											__a       =		BlenderbotSmallTokenizer(self.vocab_file      ,				self.merges_file      ,				**self.special_tokens_map	)
											__a       =		"""adapt act apte"""
											__a       =		["""adapt""", """act""", """ap@@""", """te"""]
											__a       =		tokenizer.tokenize(__lowercase	)
											self.assertListEqual(__lowercase      ,				__lowercase	)

											__a       =		[tokenizer.bos_token] + tokens + [tokenizer.eos_token]

											__a       =		[0, 1, 2, 3, 4, 5]
											self.assertListEqual(tokenizer.convert_tokens_to_ids(__lowercase	)      ,				__lowercase	)





							def 						UpperCamelCase_					(   self		:		Optional[int]	):

											'''simple docstring'''
											__a       =		BlenderbotSmallTokenizer.from_pretrained("""facebook/blenderbot-90M"""	)
											assert tok("""sam"""	).input_ids == [1384]
											__a       =		"""I am a small frog."""
											__a       =		tok([src_text]      ,				padding=__lowercase      ,				truncation=__lowercase	)["""input_ids"""]
											__a       =		tok.batch_decode(__lowercase      ,				skip_special_tokens=__lowercase      ,				clean_up_tokenization_spaces=__lowercase	)[0]
											assert src_text != decoded  # I wish it did!
											assert decoded == "i am a small frog ."







							def 						UpperCamelCase_					(   self		:		Tuple	):

											'''simple docstring'''
											__a       =		BlenderbotSmallTokenizer.from_pretrained("""facebook/blenderbot-90M"""	)
											__a       =		"""I am a small frog ."""
											__a       =		"""."""
											__a       =		tok(__lowercase	)["""input_ids"""]
											__a       =		tok(__lowercase	)["""input_ids"""]

											assert encoded[-1] == encoded_dot[0]
