
"""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


lowerCamelCase__ :       List[str]						     =			get_tests_dir("fixtures/dummy-config.json")




class 				lowercase__(				unittest.TestCase   ):
	'''simple docstring'''

	def   __lowerCAmelCase (						self    :Tuple					)							->			Any:







			'''simple docstring'''




			SCREAMING_SNAKE_CASE       :     Union[str, Any]				= 0





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







			'''simple docstring'''




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





	def   __lowerCAmelCase (						self    :List[str]					)							->			List[Any]:







			'''simple docstring'''




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





	def   __lowerCAmelCase (						self    :Optional[int]					)							->			Tuple:







			'''simple docstring'''




			SCREAMING_SNAKE_CASE       :     str				= AutoConfig.from_pretrained(__UpperCamelCase					)
			self.assertIsInstance(__UpperCamelCase		, __UpperCamelCase					)





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







			'''simple docstring'''




			SCREAMING_SNAKE_CASE       :     Optional[Any]				= AutoConfig.from_pretrained(__UpperCamelCase					)
			self.assertIsInstance(__UpperCamelCase		, __UpperCamelCase					)





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







			'''simple docstring'''




			SCREAMING_SNAKE_CASE       :     Any				= AutoConfig.for_model('''roberta'''					)
			self.assertIsInstance(__UpperCamelCase		, __UpperCamelCase					)





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







			'''simple docstring'''




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





	def   __lowerCAmelCase (						self    :Dict					)							->			Tuple:







			'''simple docstring'''




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

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

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





	def   __lowerCAmelCase (						self    :str					)							->			List[Any]:







			'''simple docstring'''




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





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







			'''simple docstring'''




			with self.assertRaisesRegex(
			    __UpperCamelCase		, R'''aaaaaa is not a valid git identifier \(branch name, tag name or commit id\)'''					):
					SCREAMING_SNAKE_CASE       :     int				= AutoConfig.from_pretrained(__UpperCamelCase		, revision='''aaaaaa'''					)





	def   __lowerCAmelCase (						self    :List[Any]					)							->			List[str]:







			'''simple docstring'''




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





	def   __lowerCAmelCase (						self    :int					)							->			str:







			'''simple docstring'''




			with self.assertRaises(__UpperCamelCase					):
					SCREAMING_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(__UpperCamelCase					):
					SCREAMING_SNAKE_CASE       :     Optional[Any]				= AutoConfig.from_pretrained('''hf-internal-testing/test_dynamic_model'''		, trust_remote_code=__UpperCamelCase					)

			SCREAMING_SNAKE_CASE       :     Tuple				= AutoConfig.from_pretrained('''hf-internal-testing/test_dynamic_model'''		, trust_remote_code=__UpperCamelCase					)
			self.assertEqual(config.__class__.__name__		, '''NewModelConfig'''					)

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







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







			'''simple docstring'''




			class 				lowercase__(				_UpperCAmelCase   ):
				'''simple docstring'''

				UpperCamelCase				=  """new-model"""

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

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

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




"""simple docstring"""






import math





def __A						(   a_ :							list		,		a_ :							int     )->							int:




		'''simple docstring'''






		SCREAMING_SNAKE_CASE       :     Optional[int]				= len(a_     )
		SCREAMING_SNAKE_CASE       :     Optional[Any]				= int(math.floor(math.sqrt(a_     )     )     )
		SCREAMING_SNAKE_CASE       :     List[str]				= 0
		while arr[min(a_		,		a_     ) - 1] < x:
				SCREAMING_SNAKE_CASE       :     Optional[Any]				= step
				step += int(math.floor(math.sqrt(a_     )     )     )
				if prev >= n:
						return -1

		while arr[prev] < x:
				SCREAMING_SNAKE_CASE       :     Any				= prev + 1
				if prev == min(a_		,		a_     ):
						return -1
		if arr[prev] == x:
				return prev
		return -1


if __name__ == "__main__":
					lowerCamelCase__ :       Union[str, Any]						     =			input("Enter numbers separated by a comma:\n").strip()
					lowerCamelCase__ :       List[str]						     =			[int(item) for item in user_input.split(",")]
					lowerCamelCase__ :       Dict						     =			int(input("Enter the number to be searched:\n"))
					lowerCamelCase__ :       Tuple						     =			jump_search(arr, x)
					if res == -1:
										print("Number not found!")
					else:
										print(f'''Number {x} is at index {res}''')





