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 	_lowercase		(      snake_case_ ):

 @staticmethod
 def 		SCREAMING_SNAKE_CASE__     (				snake_case			:							ArgumentParser    )     ->		List[Any]:

  """simple docstring"""





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

  # new system: git-based repo system
  UpperCamelCase_      :		Optional[int]				=      parser.add_parser(
      'repo'     ,   help='Deprecated: use `huggingface-cli` instead. Commands to interact with your huggingface.co repos.'     ,   )
  UpperCamelCase_      :		Tuple				=      repo_parser.add_subparsers(
      help='Deprecated: use `huggingface-cli` instead. huggingface.co repos related commands'    )
  UpperCamelCase_      :		List[str]				=      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=snake_case     ,   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=snake_case     ,   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 snake_case    : RepoCreateCommand(snake_case    )    )





class 	_lowercase		:
 lowercase         =     '\u001b[1m'
 lowercase         =     '\u001b[31m'
 lowercase         =     '\u001b[90m'
 lowercase         =     '\u001b[0m'

 @classmethod
 def 		SCREAMING_SNAKE_CASE__     (				cls			:							Any     ,   snake_case			:							Dict    )     ->		Union[str, Any]:

  """simple docstring"""





  return f"{cls._bold}{s}{cls._reset}"

 @classmethod
 def 		SCREAMING_SNAKE_CASE__     (				cls			:							List[str]     ,   snake_case			:							Optional[Any]    )     ->		List[str]:

  """simple docstring"""





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


 @classmethod
 def 		SCREAMING_SNAKE_CASE__     (				cls			:							Optional[int]     ,   snake_case			:							int    )     ->		int:

  """simple docstring"""





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





def      __lowercase  (		lowerCamelCase      :  List[List[Union[str, int]]]						,						lowerCamelCase      :  List[str]			):
 UpperCamelCase_      :		Optional[int]				=      [max(len(str(lowerCamelCase			)			) for x in col			) for col in zip(*lowerCamelCase						,						lowerCamelCase			)]
 UpperCamelCase_      :		Union[str, Any]				=      ('{{:{}}} ' * len(lowerCamelCase			)).format(*lowerCamelCase			)
 UpperCamelCase_      :		Any				=      []
 lines.append(row_format.format(*lowerCamelCase			)			)
 lines.append(row_format.format(*['-' * w for w in col_widths]			)			)
 for row in rows:
  lines.append(row_format.format(*lowerCamelCase			)			)
 return "\n".join(lowerCamelCase			)





class 	_lowercase		:

 def __init__(				self			:							List[Any]     ,   snake_case			:							Optional[Any]    )     ->		List[Any]:

  """simple docstring"""





  UpperCamelCase_      :		int				=      args





class 	_lowercase		(      snake_case_ ):

 def 		SCREAMING_SNAKE_CASE__     (				self			:							Tuple    )     ->		List[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 	_lowercase		(      snake_case_ ):

 def 		SCREAMING_SNAKE_CASE__     (				self			:							Union[str, 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.'    )    )
  UpperCamelCase_      :		Tuple				=      HfFolder.get_token()
  if token is None:
   print('Not logged in'    )
   exit()
  try:
   UpperCamelCase_,				UpperCamelCase_      :		Any				=      whoami(snake_case    )
   print(snake_case    )
   if orgs:
    print(ANSI.bold('orgs: '    )     ,   ','.join(snake_case    )    )
  except HTTPError as e:
   print(snake_case    )
   print(ANSI.red(e.response.text    )    )
   exit(1    )





class 	_lowercase		(      snake_case_ ):

 def 		SCREAMING_SNAKE_CASE__     (				self			:							Any    )     ->		Tuple:

  """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 	_lowercase		(      snake_case_ ):

 def 		SCREAMING_SNAKE_CASE__     (				self			:							Tuple    )     ->		str:

  """simple docstring"""





  print(
      ANSI.red(
          'WARNING! Managing repositories through transformers-cli is deprecated. '
          'Please use `huggingface-cli` instead.'    )    )
  UpperCamelCase_      :		List[str]				=      HfFolder.get_token()
  if token is None:
   print('Not logged in'    )
   exit(1    )
  try:
   UpperCamelCase_      :		Optional[int]				=      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_      :		str				=      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_      :		Union[str, Any]				=      whoami(snake_case    )
  UpperCamelCase_      :		Dict				=      self.args.organization if self.args.organization is not None else user
  UpperCamelCase_      :		List[str]				=      f"{namespace}/{self.args.name}"
  print(f"You are about to create {ANSI.bold(snake_case    )}"    )

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




import unittest

from cer import CER


a_					      = CER()





class 	_lowercase		(      unittest.TestCase ):

 def 		SCREAMING_SNAKE_CASE__     (				self			:							int    )     ->		str:

  """simple docstring"""





  UpperCamelCase_      :		List[Any]				=      ['White House']
  UpperCamelCase_      :		Optional[Any]				=      ['white house']
  # S = 2, D = 0, I = 0, N = 11, CER = 2 / 11
  UpperCamelCase_      :		int				=      cer.compute(predictions=snake_case     ,   references=snake_case    )
  self.assertTrue(abs(char_error_rate - 0.1818181818    ) < 1e-6    )

 def 		SCREAMING_SNAKE_CASE__     (				self			:							Union[str, Any]    )     ->		List[Any]:

  """simple docstring"""





  UpperCamelCase_      :		str				=      ['were wolf']
  UpperCamelCase_      :		str				=      ['werewolf']
  # S = 0, D = 0, I = 1, N = 9, CER = 1 / 9
  UpperCamelCase_      :		List[str]				=      cer.compute(predictions=snake_case     ,   references=snake_case    )
  self.assertTrue(abs(char_error_rate - 0.1111111    ) < 1e-6    )

  UpperCamelCase_      :		Tuple				=      ['werewolf']
  UpperCamelCase_      :		Union[str, Any]				=      ['weae     wolf']
  # S = 1, D = 1, I = 0, N = 8, CER = 0.25
  UpperCamelCase_      :		Optional[int]				=      cer.compute(predictions=snake_case     ,   references=snake_case    )
  self.assertTrue(abs(char_error_rate - 0.25    ) < 1e-6    )

  # consecutive whitespaces case 1
  UpperCamelCase_      :		Optional[int]				=      ['were wolf']
  UpperCamelCase_      :		Dict				=      ['were               wolf']
  # S = 0, D = 0, I = 0, N = 9, CER = 0
  UpperCamelCase_      :		Optional[int]				=      cer.compute(predictions=snake_case     ,   references=snake_case    )
  self.assertTrue(abs(char_error_rate - 0.0    ) < 1e-6    )

  # consecutive whitespaces case 2
  UpperCamelCase_      :		Optional[Any]				=      ['were   wolf']
  UpperCamelCase_      :		int				=      ['were               wolf']
  # S = 0, D = 0, I = 0, N = 9, CER = 0
  UpperCamelCase_      :		str				=      cer.compute(predictions=snake_case     ,   references=snake_case    )
  self.assertTrue(abs(char_error_rate - 0.0    ) < 1e-6    )

 def 		SCREAMING_SNAKE_CASE__     (				self			:							str    )     ->		str:

  """simple docstring"""





  UpperCamelCase_      :		Tuple				=      ['werewolf']
  UpperCamelCase_      :		int				=      ['weaewolf']
  # S = 1, D = 0, I = 0, N = 8, CER = 0.125
  UpperCamelCase_      :		Optional[int]				=      cer.compute(predictions=snake_case     ,   references=snake_case    )
  self.assertTrue(abs(char_error_rate - 0.125    ) < 1e-6    )

 def 		SCREAMING_SNAKE_CASE__     (				self			:							Optional[Any]    )     ->		Optional[int]:

  """simple docstring"""





  UpperCamelCase_      :		List[str]				=      ['werewolf']
  UpperCamelCase_      :		Dict				=      ['wereawolf']
  # S = 0, D = 1, I = 0, N = 8, CER = 0.125
  UpperCamelCase_      :		str				=      cer.compute(predictions=snake_case     ,   references=snake_case    )
  self.assertTrue(abs(char_error_rate - 0.125    ) < 1e-6    )

 def 		SCREAMING_SNAKE_CASE__     (				self			:							Any    )     ->		str:

  """simple docstring"""





  UpperCamelCase_      :		List[str]				=      ['werewolf']
  UpperCamelCase_      :		Any				=      ['wereolf']
  # S = 0, D = 0, I = 1, N = 8, CER = 0.125
  UpperCamelCase_      :		Optional[Any]				=      cer.compute(predictions=snake_case     ,   references=snake_case    )
  self.assertTrue(abs(char_error_rate - 0.125    ) < 1e-6    )

 def 		SCREAMING_SNAKE_CASE__     (				self			:							int    )     ->		Optional[int]:

  """simple docstring"""





  UpperCamelCase_      :		Any				=      ['werewolf']
  UpperCamelCase_      :		str				=      cer.compute(predictions=snake_case     ,   references=snake_case    )
  self.assertEqual(snake_case     ,   0.0    )

 def 		SCREAMING_SNAKE_CASE__     (				self			:							int    )     ->		Optional[int]:

  """simple docstring"""





  UpperCamelCase_      :		Union[str, Any]				=      ['werewolf', 'I am your father']
  UpperCamelCase_      :		Optional[int]				=      cer.compute(predictions=snake_case     ,   references=snake_case    )
  self.assertEqual(snake_case     ,   0.0    )

  UpperCamelCase_      :		Any				=      ['werewolf', 'I am your father', 'doge']
  UpperCamelCase_      :		List[str]				=      ['werxwolf', 'I       am your father', 'doge']
  # S = 1, D = 0, I = 0, N = 28, CER = 1 / 28
  UpperCamelCase_      :		Dict				=      cer.compute(predictions=snake_case     ,   references=snake_case    )
  self.assertTrue(abs(char_error_rate - 0.03571428    ) < 1e-6    )

 def 		SCREAMING_SNAKE_CASE__     (				self			:							List[str]    )     ->		Dict:

  """simple docstring"""





  UpperCamelCase_      :		Any				=      ['My hovercraft', 'is full of eels']
  UpperCamelCase_      :		Union[str, Any]				=      ['My hovercraft is full', ' of eels']
  # S = 0, D = 0, I = 2, N = 28, CER = 2 / 28
  # whitespace at the front of " of eels" will be strip during preporcessing
  # so need to insert 2 whitespaces
  UpperCamelCase_      :		Optional[int]				=      cer.compute(predictions=snake_case     ,   references=snake_case     ,   concatenate_texts=snake_case    )
  self.assertTrue(abs(char_error_rate - 0.071428    ) < 1e-6    )

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

  """simple docstring"""





  UpperCamelCase_      :		Dict				=      ['我能吞下玻璃而不伤身体']
  UpperCamelCase_      :		int				=      [' 能吞虾玻璃而 不霜身体啦']
  # S = 3, D = 2, I = 0, N = 11, CER = 5 / 11
  UpperCamelCase_      :		Dict				=      cer.compute(predictions=snake_case     ,   references=snake_case    )
  self.assertTrue(abs(char_error_rate - 0.4545454545    ) < 1e-6    )

  UpperCamelCase_      :		Union[str, Any]				=      ['我能吞下玻璃', '而不伤身体']
  UpperCamelCase_      :		int				=      ['我    能 吞 下 玻 璃', '而不伤身体']
  # S = 0, D = 5, I = 0, N = 11, CER = 5 / 11
  UpperCamelCase_      :		Any				=      cer.compute(predictions=snake_case     ,   references=snake_case    )
  self.assertTrue(abs(char_error_rate - 0.454545454545    ) < 1e-6    )

  UpperCamelCase_      :		Any				=      ['我能吞下玻璃而不伤身体']
  UpperCamelCase_      :		int				=      cer.compute(predictions=snake_case     ,   references=snake_case    )
  self.assertFalse(snake_case     ,   0.0    )


 def 		SCREAMING_SNAKE_CASE__     (				self			:							List[Any]    )     ->		int:

  """simple docstring"""





  UpperCamelCase_      :		str				=      ['']
  UpperCamelCase_      :		Optional[Any]				=      ['Hypothesis']
  with self.assertRaises(snake_case    ):
   cer.compute(predictions=snake_case     ,   references=snake_case    )


if __name__ == "__main__":
   unittest.main()



