



'''simple docstring'''






import subprocess
from argparse import ArgumentParser
from typing import List, Union

from huggingface_hub.hf_api import HfFolder, create_repo, whoami
from requests.exceptions import HTTPError

from . import BaseTransformersCLICommand

class 	_lowerCAmelCase     (    __A       ):






		'''simple docstring'''
		@staticmethod
		def 						__lowercase      (						UpperCamelCase_							:       ArgumentParser		)      ->			List[Any]:







									'''simple docstring'''





									_lowercase							:		Optional[Any]				=   parser.add_parser('''login'''      ,		help='''Log in using the same credentials as on huggingface.co'''		)
									login_parser.set_defaults(func=lambda UpperCamelCase_		: LoginCommand(UpperCamelCase_		)		)
									_lowercase							:		Union[str, Any]				=   parser.add_parser('''whoami'''      ,		help='''Find out which huggingface.co account you are logged in as.'''		)
									whoami_parser.set_defaults(func=lambda UpperCamelCase_		: WhoamiCommand(UpperCamelCase_		)		)
									_lowercase							:		Optional[int]				=   parser.add_parser('''logout'''      ,		help='''Log out'''		)
									logout_parser.set_defaults(func=lambda UpperCamelCase_		: LogoutCommand(UpperCamelCase_		)		)

									# new system: git-based repo system
									_lowercase							:		Tuple				=   parser.add_parser(
									    '''repo'''      ,		help='''Deprecated: use `huggingface-cli` instead. Commands to interact with your huggingface.co repos.'''      ,		)
									_lowercase							:		Dict				=   repo_parser.add_subparsers(
									    help='''Deprecated: use `huggingface-cli` instead. huggingface.co repos related commands'''		)
									_lowercase							:		int				=   repo_subparsers.add_parser(
									    '''create'''      ,		help='''Deprecated: use `huggingface-cli` instead. Create a new repo on huggingface.co'''		)
									repo_create_parser.add_argument(
									    '''name'''      ,		type=UpperCamelCase_      ,		help='''Name for your model\'s repo. Will be namespaced under your username to build the model id.'''      ,		)
									repo_create_parser.add_argument('''--organization'''      ,		type=UpperCamelCase_      ,		help='''Optional: organization namespace.'''		)
									repo_create_parser.add_argument('''-y'''      ,		'''--yes'''      ,		action='''store_true'''      ,		help='''Optional: answer Yes to the prompt'''		)
									repo_create_parser.set_defaults(func=lambda UpperCamelCase_		: RepoCreateCommand(UpperCamelCase_		)		)




class 	_lowerCAmelCase     :






		'''simple docstring'''
		snake_case_							= '\u001b[1m'
		snake_case_							= '\u001b[31m'
		snake_case_							= '\u001b[90m'
		snake_case_							= '\u001b[0m'
		@classmethod
		def 						__lowercase      (						cls							:       int      ,		UpperCamelCase_							:       Union[str, Any]		)      ->			List[Any]:







									'''simple docstring'''





									return F"{cls._bold}{s}{cls._reset}"
		@classmethod
		def 						__lowercase      (						cls							:       Tuple      ,		UpperCamelCase_							:       Optional[Any]		)      ->			int:







									'''simple docstring'''





									return F"{cls._bold}{cls._red}{s}{cls._reset}"





		@classmethod
		def 						__lowercase      (						cls							:       Optional[Any]      ,		UpperCamelCase_							:       Optional[Any]		)      ->			Optional[int]:







									'''simple docstring'''





									return F"{cls._gray}{s}{cls._reset}"





def 				_SCREAMING_SNAKE_CASE(					snake_case_    :     List[List[Union[str, int]]] ,       snake_case_    :     List[str]  )		->str:






							'''simple docstring'''
							_lowercase							:		Union[str, Any]				=   [max(len(str(snake_case_  )  ) for x in col  ) for col in zip(*snake_case_ ,       snake_case_  )]
							_lowercase							:		Optional[Any]				=   ('''{{:{}}} ''' * len(snake_case_  )).format(*snake_case_  )
							_lowercase							:		Union[str, Any]				=   []
							lines.append(row_format.format(*snake_case_  )  )
							lines.append(row_format.format(*['''-''' * w for w in col_widths]  )  )
							for row in rows:
														lines.append(row_format.format(*snake_case_  )  )
							return "\n".join(snake_case_  )

class 	_lowerCAmelCase     :






		'''simple docstring'''
		def __init__(						self							:       List[Any]      ,		UpperCamelCase_							:       Tuple		)      ->			int:







									'''simple docstring'''





									_lowercase							:		List[str]				=   args




class 	_lowerCAmelCase     (    __A       ):






		'''simple docstring'''
		def 						__lowercase      (						self							:       Union[str, Any]		)      ->			str:







									'''simple docstring'''





									print(
									    ANSI.red(
									        '''ERROR! `huggingface-cli login` uses an outdated login mechanism '''
									        '''that is not compatible with the Hugging Face Hub backend anymore. '''
									        '''Please use `huggingface-cli login instead.'''		)		)




class 	_lowerCAmelCase     (    __A       ):






		'''simple docstring'''
		def 						__lowercase      (						self							:       Optional[Any]		)      ->			List[Any]:







									'''simple docstring'''





									print(
									    ANSI.red(
									        '''WARNING! `transformers-cli whoami` is deprecated and will be removed in v5. Please use '''
									        '''`huggingface-cli whoami` instead.'''		)		)
									_lowercase							:		Optional[int]				=   HfFolder.get_token()
									if token is None:
																print('''Not logged in'''		)
																exit()
									try:
																_lowercase			, _lowercase							:		Optional[int]				=   whoami(UpperCamelCase_		)
																print(UpperCamelCase_		)
																if orgs:
																							print(ANSI.bold('''orgs: '''		)      ,		''','''.join(UpperCamelCase_		)		)
									except HTTPError as e:
																print(UpperCamelCase_		)
																print(ANSI.red(e.response.text		)		)
																exit(1		)




class 	_lowerCAmelCase     (    __A       ):






		'''simple docstring'''
		def 						__lowercase      (						self							:       List[str]		)      ->			List[str]:







									'''simple docstring'''





									print(
									    ANSI.red(
									        '''ERROR! `transformers-cli logout` uses an outdated logout mechanism '''
									        '''that is not compatible with the Hugging Face Hub backend anymore. '''
									        '''Please use `huggingface-cli logout instead.'''		)		)




class 	_lowerCAmelCase     (    __A       ):






		'''simple docstring'''
		def 						__lowercase      (						self							:       Any		)      ->			Dict:







									'''simple docstring'''





									print(
									    ANSI.red(
									        '''WARNING! Managing repositories through transformers-cli is deprecated. '''
									        '''Please use `huggingface-cli` instead.'''		)		)
									_lowercase							:		str				=   HfFolder.get_token()
									if token is None:
																print('''Not logged in'''		)
																exit(1		)
									try:
																_lowercase							:		str				=   subprocess.check_output(['''git''', '''--version''']		).decode('''utf-8'''		)
																print(ANSI.gray(stdout.strip()		)		)
									except FileNotFoundError:
																print('''Looks like you do not have git installed, please install.'''		)

									try:
																_lowercase							:		List[Any]				=   subprocess.check_output(['''git-lfs''', '''--version''']		).decode('''utf-8'''		)
																print(ANSI.gray(stdout.strip()		)		)
									except FileNotFoundError:
																print(
																    ANSI.red(
																        '''Looks like you do not have git-lfs installed, please install.'''
																        ''' You can install from https://git-lfs.github.com/.'''
																        ''' Then run `git lfs install` (you only have to do this once).'''		)		)
									print(''''''		)

									_lowercase			, _lowercase							:		List[Any]				=   whoami(UpperCamelCase_		)
									_lowercase							:		Tuple				=   self.args.organization if self.args.organization is not None else user
									_lowercase							:		int				=   F"{namespace}/{self.args.name}"
									print(F"You are about to create {ANSI.bold(UpperCamelCase_		)}"		)

									if not self.args.yes:
																_lowercase							:		List[str]				=   input('''Proceed? [Y/n] '''		).lower()
																if not (choice == "" or choice == "y" or choice == "yes"):
																							print('''Abort'''		)
																							exit()
									try:
																_lowercase							:		List[str]				=   create_repo(UpperCamelCase_      ,		name=self.args.name      ,		organization=self.args.organization		)
									except HTTPError as e:
																print(UpperCamelCase_		)
																print(ANSI.red(e.response.text		)		)
																exit(1		)
									print('''\nYour repo now lives at:'''		)
									print(F"  {ANSI.bold(UpperCamelCase_		)}"		)
									print('''\nYou can clone it locally with the command below, and commit/push as usual.'''		)
									print(F"\n  git clone {url}"		)
									print(''''''		)








'''simple docstring'''






import math as m





def 				_SCREAMING_SNAKE_CASE(					snake_case_    :     Union[str, Any] ,       snake_case_    :     int ,       snake_case_    :     Optional[Any]=0.0_0_1  )		->Tuple:






							'''simple docstring'''
							return (f(a + h  ) - f(a - h  )) / (2 * h)





def 				_SCREAMING_SNAKE_CASE(					snake_case_    :     Dict ,       snake_case_    :     List[Any]=0 ,       snake_case_    :     Dict=1_00 ,       snake_case_    :     List[str]=0.0_0_0_1 ,       snake_case_    :     str=1E-6 ,       snake_case_    :     Tuple=False  )		->List[Any]:






							'''simple docstring'''
							_lowercase							:		Tuple				=   xa  # set the initial guess
							_lowercase							:		List[str]				=   [a]
							_lowercase							:		str				=   abs(f(snake_case_  )  )
							_lowercase							:		Dict				=   lambda snake_case_  : calc_derivative(snake_case_ ,       snake_case_ ,       h=snake_case_  )  # noqa: E731  Derivative of f(x)
							for _ in range(snake_case_  ):
														if fa(snake_case_  ) == 0:
																					raise ValueError('''No converging solution found'''  )
														_lowercase							:		Tuple				=   a - f(snake_case_  ) / fa(snake_case_  )  # Calculate the next estimate
														if logsteps:
																					steps.append(snake_case_  )
														if error < maxerror:
																					break
							else:
														raise ValueError('''Iteration limit reached, no converging solution found'''  )
							if logsteps:
														# If logstep is true, then log intermediate steps
														return a, error, steps
							return a, error


if __name__ == "__main__":
						from matplotlib import pyplot as plt

						lowerCamelCase__	  =		lambda x: m.tanh(x) ** 2 - m.exp(3 * x)  # noqa: E731
						lowerCamelCase__  ,      lowerCamelCase__  ,      lowerCamelCase__	  =		newton_raphson(
						    f, xa=10, maxiter=10_00, step=1e-6, logsteps=True
						)
						plt.plot([abs(f(x)) for x in steps])
						plt.xlabel('step')
						plt.ylabel('error')
						plt.show()
						print(f'''solution = {{{solution:f}}}, error = {{{error:f}}}''')



