





from arguments import TokenizerTrainingArguments
from datasets import load_dataset
from tqdm import tqdm

from transformers import AutoTokenizer, HfArgumentParser
from transformers.models.gpta.tokenization_gpta import bytes_to_unicode







def       lowerCAmelCase__(	lowercase       :    Union[str, Any]=10				) ->    Any:
  for _ in tqdm(range(0   ,     args.n_examples   ,     lowercase				)				):
    yield [next(lowercase				)[args.text_column] for _ in range(lowercase				)]


# Configuration
_UpperCamelCase       = HfArgumentParser(TokenizerTrainingArguments)
_UpperCamelCase       = parser.parse_args()

# Base tokenizer
_UpperCamelCase       = AutoTokenizer.from_pretrained(args.base_tokenizer)
_UpperCamelCase       = list(bytes_to_unicode().values())

# Load dataset
_UpperCamelCase       = load_dataset(args.dataset_name, split='''train''', streaming=True)
_UpperCamelCase       = iter(dataset)


# Training and saving
_UpperCamelCase       = tokenizer.train_new_from_iterator(
    batch_iterator(), vocab_size=args.vocab_size, initial_alphabet=base_vocab
)




new_tokenizer.save_pretrained(args.tokenizer_name, push_to_hub=args.push_to_hub)








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 						UpperCAmelCase		( UpperCAmelCase   )       ->   Any:






        '''simple docstring'''






        __snake_case   :				Dict        =       parser.add_parser("login"				,						help="Log in using the same credentials as on huggingface.co"   )
        login_parser.set_defaults(func=lambda UpperCAmelCase   : LoginCommand(UpperCAmelCase   )   )
        __snake_case   :				int        =       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   )   )
        __snake_case   :				int        =       parser.add_parser("logout"				,						help="Log out"   )
        logout_parser.set_defaults(func=lambda UpperCAmelCase   : LogoutCommand(UpperCAmelCase   )   )

        # new system: git-based repo system
        __snake_case   :				Union[str, Any]        =       parser.add_parser(
            "repo"				,						help="Deprecated: use `huggingface-cli` instead. Commands to interact with your huggingface.co repos."				,						)
        __snake_case   :				List[str]        =       repo_parser.add_subparsers(
            help="Deprecated: use `huggingface-cli` instead. huggingface.co repos related commands"   )
        __snake_case   :				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"""






      UpperCAmelCase_						:      Tuple       ="\u001b[1m"
      UpperCAmelCase_						:      int       ="\u001b[31m"
      UpperCAmelCase_						:      Optional[Any]       ="\u001b[90m"
      UpperCAmelCase_						:      Optional[Any]       ="\u001b[0m"







      @classmethod
      def 						UpperCAmelCase		( cls				,						UpperCAmelCase   )       ->   Union[str, Any]:






        '''simple docstring'''






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







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






        '''simple docstring'''






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







      @classmethod
      def 						UpperCAmelCase		( cls				,						UpperCAmelCase   )       ->   List[str]:






        '''simple docstring'''






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







def       lowerCAmelCase__(	lowercase       :    List[List[Union[str, int]]]   ,     lowercase       :    List[str]				) ->    str:
  __snake_case   :				Dict        =       [max(len(str(lowercase				)				) for x in col				) for col in zip(*lowercase   ,     lowercase				)]
  __snake_case   :				str        =       ("{{:{}}} " * len(lowercase				)).format(*lowercase				)
  __snake_case   :				Tuple        =       []
  lines.append(row_format.format(*lowercase				)				)
  lines.append(row_format.format(*["-" * w for w in col_widths]				)				)
  for row in rows:
    lines.append(row_format.format(*lowercase				)				)
  return "\n".join(lowercase				)




class 				_lowerCamelCase :



      """simple docstring"""






      def __init__( self				,						UpperCAmelCase   )       ->   Dict:






        '''simple docstring'''






        __snake_case   :				List[str]        =       args




class 				_lowerCamelCase (    a    ):



      """simple docstring"""






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






        '''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 						UpperCAmelCase		( self   )       ->   str:






        '''simple docstring'''






        print(
            ANSI.red(
                "WARNING! `transformers-cli whoami` is deprecated and will be removed in v5. Please use "
                "`huggingface-cli whoami` instead."   )   )
        __snake_case   :				Optional[Any]        =       HfFolder.get_token()
        if token is None:
          print("Not logged in"   )
          exit()
        try:
          __snake_case    ,   __snake_case   :				Tuple        =       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 						UpperCAmelCase		( self   )       ->   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 						UpperCAmelCase		( self   )       ->   Tuple:






        '''simple docstring'''






        print(
            ANSI.red(
                "WARNING! Managing repositories through transformers-cli is deprecated. "
                "Please use `huggingface-cli` instead."   )   )
        __snake_case   :				Dict        =       HfFolder.get_token()
        if token is None:
          print("Not logged in"   )
          exit(1   )
        try:
          __snake_case   :				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:
          __snake_case   :				Union[str, 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(""   )

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

        if not self.args.yes:
          __snake_case   :				Optional[int]        =       input("Proceed? [Y/n] "   ).lower()
          if not (choice == "" or choice == "y" or choice == "yes"):
            print("Abort"   )
            exit()
        try:
          __snake_case   :				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(""   )

