code: 
  
  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 					A_   (      _a						):
  
  
      '''simple docstring'''
  
  
  
  
  
  
      @staticmethod
      def      lowerCAmelCase_						(lowercase__  )     ->      str:
          __UpperCAmelCase									=			parser.add_parser('''login'''     ,      help='''Log in using the same credentials as on huggingface.co'''  )
          login_parser.set_defaults(func=lambda lowercase__  : LoginCommand(lowercase__  )  )
          __UpperCAmelCase									=			parser.add_parser('''whoami'''     ,      help='''Find out which huggingface.co account you are logged in as.'''  )
          whoami_parser.set_defaults(func=lambda lowercase__  : WhoamiCommand(lowercase__  )  )
          __UpperCAmelCase									=			parser.add_parser('''logout'''     ,      help='''Log out'''  )
          logout_parser.set_defaults(func=lambda lowercase__  : LogoutCommand(lowercase__  )  )
  
          # new system: git-based repo system
          __UpperCAmelCase									=			parser.add_parser(
              '''repo'''     ,      help='''Deprecated: use `huggingface-cli` instead. Commands to interact with your huggingface.co repos.'''     ,      )
          __UpperCAmelCase									=			repo_parser.add_subparsers(
              help='''Deprecated: use `huggingface-cli` instead. huggingface.co repos related commands'''  )
          __UpperCAmelCase									=			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=lowercase__     ,      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=lowercase__     ,      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 lowercase__  : RepoCreateCommand(lowercase__  )  )
  
  
  
  
  
  
  class 					A_   :
  
  
      '''simple docstring'''
  
  
  
  
  
  
      a__     							=       "\u001b[1m"
      a__     							=       "\u001b[31m"
      a__     							=       "\u001b[90m"
      a__     							=       "\u001b[0m"
  
  
      @classmethod
      def      lowerCAmelCase_						(cls     ,      lowercase__  )     ->      str:
          return F'''{cls._bold}{s}{cls._reset}'''
  
  
      @classmethod
      def      lowerCAmelCase_						(cls     ,      lowercase__  )     ->      str:
          return F'''{cls._bold}{cls._red}{s}{cls._reset}'''
  
  
  
  
  
  
      @classmethod
      def      lowerCAmelCase_						(cls     ,      lowercase__  )     ->      List[Any]:
          return F'''{cls._gray}{s}{cls._reset}'''
  
  
  
  
  
  
  def       __a       (   SCREAMING_SNAKE_CASE       ,   SCREAMING_SNAKE_CASE      )      ->     str:
  
  
  
  
  
  
      '''simple docstring'''
      __UpperCAmelCase									=			[max(len(str(SCREAMING_SNAKE_CASE      )      ) for x in col      ) for col in zip(*SCREAMING_SNAKE_CASE       ,   SCREAMING_SNAKE_CASE      )]
      __UpperCAmelCase									=			('''{{:{}}} ''' * len(SCREAMING_SNAKE_CASE      )).format(*SCREAMING_SNAKE_CASE      )
      __UpperCAmelCase									=			[]
      lines.append(row_format.format(*SCREAMING_SNAKE_CASE      )      )
      lines.append(row_format.format(*['''-''' * w for w in col_widths]      )      )
      for row in rows:
          lines.append(row_format.format(*SCREAMING_SNAKE_CASE      )      )
      return "\n".join(SCREAMING_SNAKE_CASE      )
  class 					A_   :
  
  
      '''simple docstring'''
  
  
  
  
  
  
      def __init__(self     ,      lowercase__  )     ->      str:
          __UpperCAmelCase									=			args
  
  
  
  
  
  
  class 					A_   (      _a						):
  
  
      '''simple docstring'''
  
  
  
  
  
  
      def      lowerCAmelCase_						(self  )     ->      Optional[Any]:
          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 					A_   (      _a						):
  
  
      '''simple docstring'''
  
  
  
  
  
  
      def      lowerCAmelCase_						(self  )     ->      List[Any]:
          print(
              ANSI.red(
                  '''WARNING! `transformers-cli whoami` is deprecated and will be removed in v5. Please use '''
                  '''`huggingface-cli whoami` instead.'''  )  )
          __UpperCAmelCase									=			HfFolder.get_token()
          if token is None:
              print('''Not logged in'''  )
              exit()
          try:
              __UpperCAmelCase					,     __UpperCAmelCase									=			whoami(lowercase__  )
              print(lowercase__  )
              if orgs:
                  print(ANSI.bold('''orgs: '''  )     ,      ''','''.join(lowercase__  )  )
          except HTTPError as e:
              print(lowercase__  )
              print(ANSI.red(e.response.text  )  )
              exit(1  )
  
  
  
  
  
  
  class 					A_   (      _a						):
  
  
      '''simple docstring'''
  
  
  
  
  
  
      def      lowerCAmelCase_						(self  )     ->      Optional[Any]:
          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 					A_   (      _a						):
  
  
      '''simple docstring'''
  
  
  
  
  
  
      def      lowerCAmelCase_						(self  )     ->      Optional[int]:
          print(
              ANSI.red(
                  '''WARNING! Managing repositories through transformers-cli is deprecated. '''
                  '''Please use `huggingface-cli` instead.'''  )  )
          __UpperCAmelCase									=			HfFolder.get_token()
          if token is None:
              print('''Not logged in'''  )
              exit(1  )
          try:
              __UpperCAmelCase									=			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:
              __UpperCAmelCase									=			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(''''''  )
  
          __UpperCAmelCase					,     __UpperCAmelCase									=			whoami(lowercase__  )
          __UpperCAmelCase									=			self.args.organization if self.args.organization is not None else user
          __UpperCAmelCase									=			F'''{namespace}/{self.args.name}'''
          print(F'''You are about to create {ANSI.bold(lowercase__  )}'''  )
  
          if not self.args.yes:
              __UpperCAmelCase									=			input('''Proceed? [Y/n] '''  ).lower()
              if not (choice == "" or choice == "y" or choice == "yes"):
                  print('''Abort'''  )
                  exit()
          try:
              __UpperCAmelCase									=			create_repo(lowercase__     ,      name=self.args.name     ,      organization=self.args.organization  )
          except HTTPError as e:
              print(lowercase__  )
              print(ANSI.red(e.response.text  )  )
              exit(1  )
          print('''\nYour repo now lives at:'''  )
          print(F'''  {ANSI.bold(lowercase__  )}'''  )
          print('''\nYou can clone it locally with the command below, and commit/push as usual.'''  )
          print(F'''\n  git clone {url}'''  )
          print(''''''  )
  
  
  
  
  
style_context: 
  
  import numpy as np
  
  
  def       __a       (   SCREAMING_SNAKE_CASE      )      ->     Tuple:
  
  
  
  
  
  
      '''simple docstring'''
      __UpperCAmelCase					,     __UpperCAmelCase									=			a.shape
      __UpperCAmelCase									=			min(SCREAMING_SNAKE_CASE       ,   SCREAMING_SNAKE_CASE      )
      __UpperCAmelCase									=			np.eye(SCREAMING_SNAKE_CASE      )
      __UpperCAmelCase									=			a.copy()
  
      for k in range(t - 1      ):
          # select a column of modified matrix A':
          __UpperCAmelCase									=			r[k:, [k]]
          # construct first basis vector
          __UpperCAmelCase									=			np.zeros_like(SCREAMING_SNAKE_CASE      )
          __UpperCAmelCase									=			1.0
          # determine scaling factor
          __UpperCAmelCase									=			np.linalg.norm(SCREAMING_SNAKE_CASE      )
          # construct vector v for Householder reflection
          __UpperCAmelCase									=			x + np.sign(x[0]      ) * alpha * ea
          v /= np.linalg.norm(SCREAMING_SNAKE_CASE      )
  
          # construct the Householder matrix
          __UpperCAmelCase									=			np.eye(m - k      ) - 2.0 * v @ v.T
          # pad with ones and zeros as necessary
          __UpperCAmelCase									=			np.block([[np.eye(SCREAMING_SNAKE_CASE      ), np.zeros((k, m - k)      )], [np.zeros((m - k, k)      ), q_k]]      )
  
          __UpperCAmelCase									=			q @ q_k.T
          __UpperCAmelCase									=			q_k @ r
  
      return q, r
  
  
  if __name__ == "__main__":
         import doctest
  
         doctest.testmod()
  
  
  
  
  