code: 
  
  
  
  
  
  import numpy as np
  
  
  
  
  
  
  
  def       lowerCAmelCase__(	lowercase       :    Optional[Any]   ,     lowercase       :    List[Any]="utf-8"   ,     lowercase       :    int="surrogatepass"				) ->    Optional[Any]:
    __snake_case   :				int        =       bin(int.from_bytes(text.encode(lowercase   ,     lowercase				)   ,     "big"				)				)[2:]
    return bits.zfill(8 * ((len(lowercase				) + 7) // 8)				)
  
  
  
  
  
  
  
  def       lowerCAmelCase__(	lowercase       :    Optional[int]   ,     lowercase       :    Any="utf-8"   ,     lowercase       :    List[str]="surrogatepass"				) ->    Dict:
    __snake_case   :				Union[str, Any]        =       int(lowercase   ,     2				)
    return n.to_bytes((n.bit_length() + 7) // 8   ,     "big"				).decode(lowercase   ,     lowercase				) or "\0"
  
  
  
  
  
  
  
  def       lowerCAmelCase__(	lowercase       :    Optional[Any]   ,     lowercase       :    List[str]				) ->    List[str]:
    if size_par + len(lowercase				) <= 2**size_par - (len(lowercase				) - 1):
      raise ValueError("size of parity don't match with size of data"				)
  
    __snake_case   :				Tuple        =       []
    __snake_case   :				Dict        =       []
    __snake_case   :				Optional[int]        =       [bin(lowercase				)[2:] for x in range(1   ,     size_par + len(lowercase				) + 1				)]
  
    # sorted information data for the size of the output data
    __snake_case   :				Optional[Any]        =       []
    # data position template + parity
    __snake_case   :				List[Any]        =       []
    # parity bit counter
    __snake_case   :				Any        =       0
    # counter position of data bits
    __snake_case   :				Optional[int]        =       0
  
    for x in range(1   ,     size_par + len(lowercase				) + 1				):
      # Performs a template of bit positions - who should be given,
      # and who should be parity
      if qtd_bp < size_par:
        if (np.log(lowercase				) / np.log(2				)).is_integer():
          data_out_gab.append("P"				)
          __snake_case   :				Optional[Any]        =       qtd_bp + 1
        else:
          data_out_gab.append("D"				)
      else:
        data_out_gab.append("D"				)
  
      # Sorts the data to the new output size
      if data_out_gab[-1] == "D":
        data_ord.append(data[cont_data]				)
        cont_data += 1
      else:
        data_ord.append(lowercase				)
  
      # Calculates parity
    __snake_case   :				Any        =       0  # parity bit counter
    for bp in range(1   ,     size_par + 1				):
      # Bit counter one for a given parity
      __snake_case   :				str        =       0
      # counter to control the loop reading
      __snake_case   :				Tuple        =       0
      for x in data_ord:
        if x is not None:
          try:
            __snake_case   :				int        =       (bin_pos[cont_loop])[-1 * (bp)]
          except IndexError:
            __snake_case   :				Optional[int]        =       "0"
          if aux == "1" and x == "1":
            cont_bo += 1
        cont_loop += 1
      parity.append(cont_bo % 2				)
  
      qtd_bp += 1
  
    # Mount the message
    __snake_case   :				List[str]        =       0  # parity bit counter
    for x in range(0   ,     size_par + len(lowercase				)				):
      if data_ord[x] is None:
        data_out.append(str(parity[cont_bp]				)				)
        cont_bp += 1
      else:
        data_out.append(data_ord[x]				)
  
    return data_out
  
  
  
  
  
  
  
  def       lowerCAmelCase__(	lowercase       :    List[Any]   ,     lowercase       :    Dict				) ->    Dict:
    __snake_case   :				List[str]        =       []
    # Parity bit counter
    __snake_case   :				int        =       0
    # Counter p data bit reading
    __snake_case   :				Optional[Any]        =       0
    # list of parity received
    __snake_case   :				Tuple        =       []
    __snake_case   :				Optional[int]        =       []
  
    for x in range(1   ,     len(lowercase				) + 1				):
      # Performs a template of bit positions - who should be given,
      #  and who should be parity
      if qtd_bp < size_par and (np.log(lowercase				) / np.log(2				)).is_integer():
        data_out_gab.append("P"				)
        __snake_case   :				Union[str, Any]        =       qtd_bp + 1
      else:
        data_out_gab.append("D"				)
  
      # Sorts the data to the new output size
      if data_out_gab[-1] == "D":
        data_output.append(data[cont_data]				)
      else:
        parity_received.append(data[cont_data]				)
      cont_data += 1
  
    # -----------calculates the parity with the data
    __snake_case   :				List[Any]        =       []
    __snake_case   :				Tuple        =       []
    __snake_case   :				Tuple        =       [bin(lowercase				)[2:] for x in range(1   ,     size_par + len(lowercase				) + 1				)]
  
    #  sorted information data for the size of the output data
    __snake_case   :				List[Any]        =       []
    # Data position feedback + parity
    __snake_case   :				Dict        =       []
    # Parity bit counter
    __snake_case   :				Optional[int]        =       0
    # Counter p data bit reading
    __snake_case   :				Tuple        =       0
  
    for x in range(1   ,     size_par + len(lowercase				) + 1				):
      # Performs a template position of bits - who should be given,
      # and who should be parity
      if qtd_bp < size_par and (np.log(lowercase				) / np.log(2				)).is_integer():
        data_out_gab.append("P"				)
        __snake_case   :				Tuple        =       qtd_bp + 1
      else:
        data_out_gab.append("D"				)
  
      # Sorts the data to the new output size
      if data_out_gab[-1] == "D":
        data_ord.append(data_output[cont_data]				)
        cont_data += 1
      else:
        data_ord.append(lowercase				)
  
      # Calculates parity
    __snake_case   :				Any        =       0  # parity bit counter
    for bp in range(1   ,     size_par + 1				):
      # Bit counter one for a certain parity
      __snake_case   :				Optional[int]        =       0
      # Counter to control loop reading
      __snake_case   :				Optional[Any]        =       0
      for x in data_ord:
        if x is not None:
          try:
            __snake_case   :				Union[str, Any]        =       (bin_pos[cont_loop])[-1 * (bp)]
          except IndexError:
            __snake_case   :				Optional[Any]        =       "0"
          if aux == "1" and x == "1":
            cont_bo += 1
        cont_loop += 1
      parity.append(str(cont_bo % 2				)				)
  
      qtd_bp += 1
  
    # Mount the message
    __snake_case   :				str        =       0  # Parity bit counter
    for x in range(0   ,     size_par + len(lowercase				)				):
      if data_ord[x] is None:
        data_out.append(str(parity[cont_bp]				)				)
        cont_bp += 1
      else:
        data_out.append(data_ord[x]				)
  
    __snake_case   :				List[str]        =       parity_received == parity
    return data_output, ack
  
  
style_context: 
  
  
  
  
  
  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(""   )
  
  