


"""simple docstring"""
# Copyright 2022 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
import os
from typing import List

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




   """simple docstring"""







   if name != "training_function" and name != "main":
      raise ValueError(F'Incorrect function name passed: {name}, choose either \'main\' or \'training_function\''      )
   _lowerCamelCase      ,						_lowerCamelCase  :				Tuple      =		[], False
   for line in lines:
      if not found_start and F'def {name}' in line:
         _lowerCamelCase  :				List[str]      =		True
         good_lines.append(__snake_case      )
         continue
      if found_start:
         if name == "training_function" and "def main" in line:
            return good_lines
         if name == "main" and "if __name__" in line:
            return good_lines
         good_lines.append(__snake_case      )

def 							_snake_case			(      __snake_case       :			List[str]      ):




   """simple docstring"""







   return [line for line in lines if not line.lstrip().startswith("""#"""      ) and line != "\n"]





def 							_snake_case			(      __snake_case       :			str	,   __snake_case       :			str	,   __snake_case       :			bool	,   __snake_case       :			str = None      ):




   """simple docstring"""







   with open(__snake_case	,   """r"""      ) as f:
      _lowerCamelCase  :				Optional[int]      =		f.readlines()
   with open(os.path.abspath(os.path.join("""examples"""	,   """nlp_example.py"""      )      )	,   """r"""      ) as f:
      _lowerCamelCase  :				Tuple      =		f.readlines()
   with open(__snake_case	,   """r"""      ) as f:
      _lowerCamelCase  :				List[Any]      =		f.readlines()
   if secondary_filename is not None:
      with open(__snake_case	,   """r"""      ) as f:
         _lowerCamelCase  :				Optional[Any]      =		f.readlines()

    # This is our base, we remove all the code from here in our `full_filename` and `feature_filename` to find the new content
   if parser_only:
      _lowerCamelCase  :				List[str]      =		clean_lines(get_function_contents_by_name(__snake_case	,   """main"""      )      )
      _lowerCamelCase  :				int      =		clean_lines(get_function_contents_by_name(__snake_case	,   """main"""      )      )
      _lowerCamelCase  :				Dict      =		clean_lines(get_function_contents_by_name(__snake_case	,   """main"""      )      )
      if secondary_filename is not None:
         _lowerCamelCase  :				Union[str, Any]      =		clean_lines(get_function_contents_by_name(__snake_case	,   """main"""      )      )
   else:
      _lowerCamelCase  :				str      =		clean_lines(get_function_contents_by_name(__snake_case	,   """training_function"""      )      )
      _lowerCamelCase  :				Optional[int]      =		clean_lines(get_function_contents_by_name(__snake_case	,   """training_function"""      )      )
      _lowerCamelCase  :				Any      =		clean_lines(get_function_contents_by_name(__snake_case	,   """training_function"""      )      )
      if secondary_filename is not None:
         _lowerCamelCase  :				int      =		clean_lines(
             get_function_contents_by_name(__snake_case	,   """training_function"""      )      )

   _lowerCamelCase  :				Optional[Any]      =		"""train_dataloader, eval_dataloader = get_dataloaders(accelerator, batch_size)\n"""

   # Specific code in our script that differs from the full version, aka what is new
   _lowerCamelCase  :				Tuple      =		[]
   _lowerCamelCase  :				Optional[Any]      =		[]  # We keep track of the idxs just in case it's a repeated statement
   _lowerCamelCase  :				Tuple      =		iter(__snake_case      )
   for i in range(len(__snake_case      ) - 1      ):
      if i not in passed_idxs:
         _lowerCamelCase  :				str      =		next(__snake_case      )
         if (line not in full_file_func) and (line.lstrip() != _dl_line):
            if "TESTING_MOCKED_DATALOADERS" not in line:
               new_feature_code.append(__snake_case      )
               passed_idxs.append(__snake_case      )
            else:
               # Skip over the `config['num_epochs'] = 2` statement
               _lowerCamelCase  :				Dict      =		next(__snake_case      )

    # Extract out just the new parts from the full_file_training_func
   _lowerCamelCase  :				Dict      =		[]
   _lowerCamelCase  :				Optional[Any]      =		[]  # We keep track of the idxs just in case it's a repeated statement
   for i, line in enumerate(__snake_case      ):
      if i not in passed_idxs:
         if (line not in full_file_func) and (line.lstrip() != _dl_line):
            if "TESTING_MOCKED_DATALOADERS" not in line:
               new_full_example_parts.append(__snake_case      )
               passed_idxs.append(__snake_case      )

    # Finally, get the overall diff
   _lowerCamelCase  :				Tuple      =		[line for line in new_feature_code if line not in new_full_example_parts]
   if secondary_filename is not None:
      _lowerCamelCase  :				Optional[int]      =		[line for line in full_file_contents if line not in secondary_file_func]
      _lowerCamelCase  :				Any      =		[line for line in diff_from_example if line not in diff_from_two]

   return diff_from_example





"""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("""""")

