

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(''''''  )







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()




