






import argparse
import os
import re


lowercase  :							Optional[Any]			  =    """src/transformers/models/auto"""


# re pattern that matches mapping introductions:
#    SUPER_MODEL_MAPPING_NAMES = OrderedDict or SUPER_MODEL_MAPPING = OrderedDict
lowercase  :							Dict			  =    re.compile(r'''[A-Z_]+_MAPPING(\s+|_[A-Z_]+\s+)=\s+OrderedDict''')
# re pattern that matches identifiers in mappings
lowercase  :							List[Any]			  =    re.compile(r'''\s*\(\s*\"(\S[^\"]+)\"''')

def      lowerCAmelCase__	(    _a       :			str  ,      _a       :			Any = False    ):






		with open(UpperCamelCase__  ,      "r"  ,      encoding="utf-8"    ) as f:
				snake_case_				:							str						 =       f.read()

		snake_case_				:							List[str]						 =       content.split("\n"    )
		snake_case_				:							Tuple						 =       []
		snake_case_				:							Union[str, Any]						 =       0
		while line_idx < len(UpperCamelCase__    ):
				if _re_intro_mapping.search(lines[line_idx]    ) is not None:
						snake_case_				:							List[Any]						 =       len(re.search(R"^(\s*)\S"  ,      lines[line_idx]    ).groups()[0]    ) + 8
						# Start of a new mapping!
						while not lines[line_idx].startswith(" " * indent + "("    ):
								new_lines.append(lines[line_idx]    )
								line_idx += 1

						snake_case_				:							List[Any]						 =       []
						while lines[line_idx].strip() != "]":
								# Blocks either fit in one line or not
								if lines[line_idx].strip() == "(":
										snake_case_				:							Union[str, Any]						 =       line_idx
										while not lines[line_idx].startswith(" " * indent + ")"    ):
												line_idx += 1
										blocks.append("\n".join(lines[start_idx : line_idx + 1]    )    )
								else:
										blocks.append(lines[line_idx]    )
								line_idx += 1

						# Sort blocks by their identifiers
						snake_case_				:							Union[str, Any]						 =       sorted(UpperCamelCase__  ,      key=lambda _a    : _re_identifier.search(UpperCamelCase__    ).groups()[0]    )
						new_lines += blocks
				else:
						new_lines.append(lines[line_idx]    )
						line_idx += 1

		if overwrite:
				with open(UpperCamelCase__  ,      "w"  ,      encoding="utf-8"    ) as f:
						f.write("\n".join(UpperCamelCase__    )    )
		elif "\n".join(UpperCamelCase__    ) != content:
				return True

def      lowerCAmelCase__	(    _a       :			Dict = False    ):
		snake_case_				:							int						 =       [os.path.join(UpperCamelCase__  ,      UpperCamelCase__    ) for f in os.listdir(UpperCamelCase__    ) if f.endswith(".py"    )]
		snake_case_				:							List[str]						 =       [sort_auto_mapping(UpperCamelCase__  ,      overwrite=UpperCamelCase__    ) for fname in fnames]

		if not overwrite and any(UpperCamelCase__    ):
				snake_case_				:							List[Any]						 =       [f for f, d in zip(UpperCamelCase__  ,      UpperCamelCase__    ) if d]
				raise ValueError(
				    F'''The following files have auto mappings that need sorting: {', '.join(UpperCamelCase__    )}. Run `make style` to fix'''
				    " this."    )


if __name__ == "__main__":
							lowercase  :							List[str]			  =    argparse.ArgumentParser()
							parser.add_argument('''--check_only''', action='''store_true''', help='''Whether to only check or fix style.''')
							lowercase  :							Union[str, Any]			  =    parser.parse_args()

							sort_all_auto_mappings(not args.check_only)








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


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




class 		UpperCAmelCase_						(	unittest.TestCase					):


						'''simple docstring'''




						def       _lowerCAmelCase       (	self				) ->				int:
								snake_case_				:							str						 =       0






						def       _lowerCAmelCase       (	self				) ->				str:
								self.assertIsNotNone(transformers.models.auto.__spec__				)
								self.assertIsNotNone(importlib.util.find_spec("transformers.models.auto"				)				)






						def       _lowerCAmelCase       (	self				) ->				int:
								snake_case_				:							List[Any]						 =       AutoConfig.from_pretrained("bert-base-uncased"				)
								self.assertIsInstance(_SCREAMING_SNAKE_CASE		,				_SCREAMING_SNAKE_CASE				)






						def       _lowerCAmelCase       (	self				) ->				Optional[int]:
								snake_case_				:							List[str]						 =       AutoConfig.from_pretrained(_SCREAMING_SNAKE_CASE				)
								self.assertIsInstance(_SCREAMING_SNAKE_CASE		,				_SCREAMING_SNAKE_CASE				)






						def       _lowerCAmelCase       (	self				) ->				str:
								snake_case_				:							str						 =       AutoConfig.from_pretrained(_SCREAMING_SNAKE_CASE				)
								self.assertIsInstance(_SCREAMING_SNAKE_CASE		,				_SCREAMING_SNAKE_CASE				)






						def       _lowerCAmelCase       (	self				) ->				Dict:
								snake_case_				:							Tuple						 =       AutoConfig.for_model("roberta"				)
								self.assertIsInstance(_SCREAMING_SNAKE_CASE		,				_SCREAMING_SNAKE_CASE				)






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






						def       _lowerCAmelCase       (	self				) ->				Dict:
								try:
										AutoConfig.register("custom"		,				_SCREAMING_SNAKE_CASE				)
										# Wrong model type will raise an error
										with self.assertRaises(_SCREAMING_SNAKE_CASE				):
												AutoConfig.register("model"		,				_SCREAMING_SNAKE_CASE				)
										# Trying to register something existing in the Transformers library will raise an error
										with self.assertRaises(_SCREAMING_SNAKE_CASE				):
												AutoConfig.register("bert"		,				_SCREAMING_SNAKE_CASE				)

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

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






						def       _lowerCAmelCase       (	self				) ->				int:
								with self.assertRaisesRegex(
								    _SCREAMING_SNAKE_CASE		,				"bert-base is not a local folder and is not a valid model identifier"				):
										snake_case_				:							Optional[Any]						 =       AutoConfig.from_pretrained("bert-base"				)






						def       _lowerCAmelCase       (	self				) ->				Tuple:
								with self.assertRaisesRegex(
								    _SCREAMING_SNAKE_CASE		,				r"aaaaaa is not a valid git identifier \(branch name, tag name or commit id\)"				):
										snake_case_				:							List[Any]						 =       AutoConfig.from_pretrained(_SCREAMING_SNAKE_CASE		,				revision="aaaaaa"				)






						def       _lowerCAmelCase       (	self				) ->				str:
								with self.assertRaisesRegex(
								    _SCREAMING_SNAKE_CASE		,				"hf-internal-testing/no-config-test-repo does not appear to have a file named config.json."		,				):
										snake_case_				:							Dict						 =       AutoConfig.from_pretrained("hf-internal-testing/no-config-test-repo"				)






						def       _lowerCAmelCase       (	self				) ->				Optional[int]:
								# If remote code is not set, we will time out when asking whether to load the model.
								with self.assertRaises(_SCREAMING_SNAKE_CASE				):
										snake_case_				:							Tuple						 =       AutoConfig.from_pretrained("hf-internal-testing/test_dynamic_model"				)
								# If remote code is disabled, we can't load this config.
								with self.assertRaises(_SCREAMING_SNAKE_CASE				):
										snake_case_				:							Optional[Any]						 =       AutoConfig.from_pretrained("hf-internal-testing/test_dynamic_model"		,				trust_remote_code=_SCREAMING_SNAKE_CASE				)

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

								# Test config can be reloaded.
								with tempfile.TemporaryDirectory() as tmp_dir:
										config.save_pretrained(_SCREAMING_SNAKE_CASE				)
										snake_case_				:							Optional[Any]						 =       AutoConfig.from_pretrained(_SCREAMING_SNAKE_CASE		,				trust_remote_code=_SCREAMING_SNAKE_CASE				)
								self.assertEqual(reloaded_config.__class__.__name__		,				"NewModelConfig"				)






						def       _lowerCAmelCase       (	self				) ->				Optional[Any]:




								class 		UpperCAmelCase_						(	SCREAMING_SNAKE_CASE__					):


														'''simple docstring'''




														A     :   List[Any]						=					'new-model'

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

										# If remote is enabled, we load from the Hub
										snake_case_				:							List[str]						 =       AutoConfig.from_pretrained("hf-internal-testing/test_dynamic_model"		,				trust_remote_code=_SCREAMING_SNAKE_CASE				)
										self.assertEqual(config.__class__.__name__		,				"NewModelConfig"				)

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