


"""simple docstring"""
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


SCREAMING_SNAKE_CASE :    Optional[Any]									=				get_tests_dir("""fixtures/dummy-config.json""")



class 			_UpperCAmelCase (							unittest.TestCase				):






		'''simple docstring'''

		def 				SCREAMING_SNAKE_CASE  (self					):





			'''simple docstring'''

			__snake_case	:						Dict						=				0



		def 				SCREAMING_SNAKE_CASE  (self					):





			'''simple docstring'''

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



		def 				SCREAMING_SNAKE_CASE  (self					):





			'''simple docstring'''

			__snake_case	:						List[Any]						=				AutoConfig.from_pretrained('''bert-base-uncased'''					)
			self.assertIsInstance(a_				,       a_					)



		def 				SCREAMING_SNAKE_CASE  (self					):





			'''simple docstring'''

			__snake_case	:						str						=				AutoConfig.from_pretrained(a_					)
			self.assertIsInstance(a_				,       a_					)



		def 				SCREAMING_SNAKE_CASE  (self					):





			'''simple docstring'''

			__snake_case	:						List[Any]						=				AutoConfig.from_pretrained(a_					)
			self.assertIsInstance(a_				,       a_					)



		def 				SCREAMING_SNAKE_CASE  (self					):





			'''simple docstring'''

			__snake_case	:						List[Any]						=				AutoConfig.for_model('''roberta'''					)
			self.assertIsInstance(a_				,       a_					)



		def 				SCREAMING_SNAKE_CASE  (self					):





			'''simple docstring'''

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



		def 				SCREAMING_SNAKE_CASE  (self					):





			'''simple docstring'''

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

				# Now that the config is registered, it can be used as any other config with the auto-API
				__snake_case	:						int						=				CustomConfig()
				with tempfile.TemporaryDirectory() as tmp_dir:
					config.save_pretrained(a_					)
					__snake_case	:						Optional[Any]						=				AutoConfig.from_pretrained(a_					)
					self.assertIsInstance(a_				,       a_					)

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



		def 				SCREAMING_SNAKE_CASE  (self					):





			'''simple docstring'''

			with self.assertRaisesRegex(
			    a_				,       '''bert-base is not a local folder and is not a valid model identifier'''					):
				__snake_case	:						Any						=				AutoConfig.from_pretrained('''bert-base'''					)



		def 				SCREAMING_SNAKE_CASE  (self					):





			'''simple docstring'''

			with self.assertRaisesRegex(
			    a_				,       R'''aaaaaa is not a valid git identifier \(branch name, tag name or commit id\)'''					):
				__snake_case	:						List[Any]						=				AutoConfig.from_pretrained(a_				,       revision='''aaaaaa'''					)



		def 				SCREAMING_SNAKE_CASE  (self					):





			'''simple docstring'''

			with self.assertRaisesRegex(
			    a_				,       '''hf-internal-testing/no-config-test-repo does not appear to have a file named config.json.'''				,       ):
				__snake_case	:						Optional[int]						=				AutoConfig.from_pretrained('''hf-internal-testing/no-config-test-repo'''					)



		def 				SCREAMING_SNAKE_CASE  (self					):





			'''simple docstring'''

			with self.assertRaises(a_					):
				__snake_case	:						int						=				AutoConfig.from_pretrained('''hf-internal-testing/test_dynamic_model'''					)
			# If remote code is disabled, we can't load this config.
			with self.assertRaises(a_					):
				__snake_case	:						List[Any]						=				AutoConfig.from_pretrained('''hf-internal-testing/test_dynamic_model'''				,       trust_remote_code=a_					)

			__snake_case	:						List[Any]						=				AutoConfig.from_pretrained('''hf-internal-testing/test_dynamic_model'''				,       trust_remote_code=a_					)
			self.assertEqual(config.__class__.__name__				,       '''NewModelConfig'''					)

			# Test config can be reloaded.
			with tempfile.TemporaryDirectory() as tmp_dir:
				config.save_pretrained(a_					)
				__snake_case	:						int						=				AutoConfig.from_pretrained(a_				,       trust_remote_code=a_					)
			self.assertEqual(reloaded_config.__class__.__name__				,       '''NewModelConfig'''					)



		def 				SCREAMING_SNAKE_CASE  (self					):





			'''simple docstring'''

			class 			_UpperCAmelCase (							__snake_case				):






					'''simple docstring'''

					lowerCamelCase__				='new-model'

			try:
				AutoConfig.register('''new-model'''				,       a_					)
				# If remote code is not set, the default is to use local
				__snake_case	:						Optional[Any]						=				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.
				__snake_case	:						Any						=				AutoConfig.from_pretrained('''hf-internal-testing/test_dynamic_model'''				,       trust_remote_code=a_					)
				self.assertEqual(config.__class__.__name__				,       '''NewModelConfigLocal'''					)

				# If remote is enabled, we load from the Hub
				__snake_case	:						Optional[int]						=				AutoConfig.from_pretrained('''hf-internal-testing/test_dynamic_model'''				,       trust_remote_code=a_					)
				self.assertEqual(config.__class__.__name__				,       '''NewModelConfig'''					)

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









"""simple docstring"""
# this script reports modified .py files under the desired list of top-level sub-dirs passed as a list of arguments, e.g.:
#   python ./utils/get_modified_files.py utils src tests examples
#
# it uses git to find the forking point and which files were modified - i.e. files not under git won't be considered
# since the output of this script is fed into Makefile commands it doesn't print a newline after the results

import re
import subprocess
import sys


SCREAMING_SNAKE_CASE :    Union[str, Any]									=				subprocess.check_output("""git merge-base main HEAD""".split()).decode("""utf-8""")
SCREAMING_SNAKE_CASE :    Any									=				subprocess.check_output(F'git diff --name-only {fork_point_sha}'.split()).decode("""utf-8""").split()

SCREAMING_SNAKE_CASE :    Union[str, Any]									=				"""|""".join(sys.argv[1:])
SCREAMING_SNAKE_CASE :    int									=				re.compile(rF'^({joined_dirs}).*?\.py$')

SCREAMING_SNAKE_CASE :    str									=				[x for x in modified_files if regex.match(x)]
print(""" """.join(relevant_modified_files), end="""""")





