


"""simple docstring"""
from typing import List, Optional, Tuple, Union

from . import logging
from .import_utils import is_torch_available, is_torch_version


if is_torch_available():
 import torch

UpperCAmelCase   =	logging.get_logger(__name__)  # pylint: disable=invalid-name

try:
 from torch._dynamo import allow_in_graph as maybe_allow_in_graph
except (ImportError, ModuleNotFoundError):

 def 							_snake_case			(      cls       :			Tuple      ):




    """simple docstring"""







    return cls

def 							_snake_case			(      __snake_case       :			Optional[int]	,   __snake_case       :			Optional[int] = None	,   __snake_case       :			Any = None	,   __snake_case       :			List[Any] = None	,   __snake_case       :			Optional[int] = None	,   ):




   """simple docstring"""







   _lowerCamelCase  :				Optional[Any]      =		device
   _lowerCamelCase  :				Any      =		shape[0]

   _lowerCamelCase  :				Optional[int]      =		layout or torch.strided
   _lowerCamelCase  :				List[Any]      =		device or torch.device("""cpu"""      )

   if generator is not None:
      _lowerCamelCase  :				Optional[int]      =		generator.device.type if not isinstance(lowercase__	,   lowercase__      ) else generator[0].device.type
      if gen_device_type != device.type and gen_device_type == "cpu":
         _lowerCamelCase  :				List[str]      =		"""cpu"""
         if device != "mps":
            logger.info(
                F'The passed generator was created on \'cpu\' even though a tensor on {device} was expected.'
                F' Tensors will be created on \'cpu\' and then moved to {device}. Note that one can probably'
                F' slighly speed up this function by passing a generator that was created on the {device} device.'      )
      elif gen_device_type != device.type and gen_device_type == "cuda":
         raise ValueError(F'Cannot generate a {device} tensor from a generator of type {gen_device_type}.'      )

   if isinstance(lowercase__	,   lowercase__      ):
      _lowerCamelCase  :				Union[str, Any]      =		(1,) + shape[1:]
      _lowerCamelCase  :				Optional[Any]      =		[
          torch.randn(lowercase__	,   generator=generator[i]	,   device=lowercase__	,   dtype=lowercase__	,   layout=lowercase__      )
          for i in range(lowercase__      )
      ]
      _lowerCamelCase  :				int      =		torch.cat(lowercase__	,   dim=0      ).to(lowercase__      )
   else:
      _lowerCamelCase  :				Union[str, Any]      =		torch.randn(lowercase__	,   generator=lowercase__	,   device=lowercase__	,   dtype=lowercase__	,   layout=lowercase__      ).to(lowercase__      )

   return latents





def 							_snake_case			(      __snake_case       :			Dict      ):




   """simple docstring"""







   if is_torch_version("""<"""	,   """2.0.0"""      ) or not hasattr(lowercase__	,   """_dynamo"""      ):
      return False
   return isinstance(lowercase__	,   torch._dynamo.eval_frame.OptimizedModule      )










"""simple docstring"""
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__							(				A_							):





   @staticmethod
   def 		UpperCamelCase_     (       SCREAMING_SNAKE_CASE)     ->     Dict:
      _lowerCamelCase  :				Optional[Any]      =		parser.add_parser("""login"""			,      help="""Log in using the same credentials as on huggingface.co""")
      login_parser.set_defaults(func=lambda SCREAMING_SNAKE_CASE: LoginCommand(SCREAMING_SNAKE_CASE))
      _lowerCamelCase  :				Any      =		parser.add_parser("""whoami"""			,      help="""Find out which huggingface.co account you are logged in as.""")
      whoami_parser.set_defaults(func=lambda SCREAMING_SNAKE_CASE: WhoamiCommand(SCREAMING_SNAKE_CASE))
      _lowerCamelCase  :				Optional[int]      =		parser.add_parser("""logout"""			,      help="""Log out""")
      logout_parser.set_defaults(func=lambda SCREAMING_SNAKE_CASE: LogoutCommand(SCREAMING_SNAKE_CASE))

      # new system: git-based repo system
      _lowerCamelCase  :				Optional[int]      =		parser.add_parser(
          """repo"""			,      help="""Deprecated: use `huggingface-cli` instead. Commands to interact with your huggingface.co repos."""			,      )
      _lowerCamelCase  :				Optional[Any]      =		repo_parser.add_subparsers(
          help="""Deprecated: use `huggingface-cli` instead. huggingface.co repos related commands""")
      _lowerCamelCase  :				Dict      =		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=SCREAMING_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=SCREAMING_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 SCREAMING_SNAKE_CASE: RepoCreateCommand(SCREAMING_SNAKE_CASE))







class   lowercase__							:
   __UpperCAmelCase       					=				'''\u001b[1m'''
   __UpperCAmelCase       					=				'''\u001b[31m'''
   __UpperCAmelCase       					=				'''\u001b[90m'''
   __UpperCAmelCase       					=				'''\u001b[0m'''





   @classmethod
   def 		UpperCamelCase_     (       cls			,      SCREAMING_SNAKE_CASE)     ->     Dict:
      return F'{cls._bold}{s}{cls._reset}'





   @classmethod
   def 		UpperCamelCase_     (       cls			,      SCREAMING_SNAKE_CASE)     ->     Union[str, Any]:
      return F'{cls._bold}{cls._red}{s}{cls._reset}'





   @classmethod
   def 		UpperCamelCase_     (       cls			,      SCREAMING_SNAKE_CASE)     ->     Tuple:
      return F'{cls._gray}{s}{cls._reset}'







def 							_snake_case			(      __snake_case       :			List[List[Union[str, int]]]	,   __snake_case       :			List[str]      ):




   """simple docstring"""







   _lowerCamelCase  :				str      =		[max(len(str(__snake_case      )      ) for x in col      ) for col in zip(*__snake_case	,   __snake_case      )]
   _lowerCamelCase  :				Any      =		("""{{:{}}} """ * len(__snake_case      )).format(*__snake_case      )
   _lowerCamelCase  :				Optional[Any]      =		[]
   lines.append(row_format.format(*__snake_case      )      )
   lines.append(row_format.format(*["""-""" * w for w in col_widths]      )      )
   for row in rows:
      lines.append(row_format.format(*__snake_case      )      )
   return "\n".join(__snake_case      )




class   lowercase__							:





   def __init__(       self			,      SCREAMING_SNAKE_CASE)     ->     List[str]:
      _lowerCamelCase  :				Any      =		args







class   lowercase__							(				A_							):





   def 		UpperCamelCase_     (       self)     ->     int:
      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__							(				A_							):





   def 		UpperCamelCase_     (       self)     ->     Tuple:
      print(
          ANSI.red(
              """WARNING! `transformers-cli whoami` is deprecated and will be removed in v5. Please use """
              """`huggingface-cli whoami` instead."""))
      _lowerCamelCase  :				Tuple      =		HfFolder.get_token()
      if token is None:
         print("""Not logged in""")
         exit()
      try:
         _lowerCamelCase      ,						_lowerCamelCase  :				int      =		whoami(SCREAMING_SNAKE_CASE)
         print(SCREAMING_SNAKE_CASE)
         if orgs:
            print(ANSI.bold("""orgs: """)			,      """,""".join(SCREAMING_SNAKE_CASE))
      except HTTPError as e:
         print(SCREAMING_SNAKE_CASE)
         print(ANSI.red(e.response.text))
         exit(1)







class   lowercase__							(				A_							):





   def 		UpperCamelCase_     (       self)     ->     Union[str, 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   lowercase__							(				A_							):





   def 		UpperCamelCase_     (       self)     ->     List[Any]:
      print(
          ANSI.red(
              """WARNING! Managing repositories through transformers-cli is deprecated. """
              """Please use `huggingface-cli` instead."""))
      _lowerCamelCase  :				Union[str, Any]      =		HfFolder.get_token()
      if token is None:
         print("""Not logged in""")
         exit(1)
      try:
         _lowerCamelCase  :				Union[str, Any]      =		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:
         _lowerCamelCase  :				List[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("""""")

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

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

