

"""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        _UpperCamelCase	(						lowerCamelCase__	):


  """simple docstring"""





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


         '''simple docstring'''





         __magic_name__			:		Optional[int]        =     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      )      )
         __magic_name__			:		Dict        =     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      )      )
         __magic_name__			:		List[str]        =     parser.add_parser('''logout'''       ,       help='''Log out'''      )
         logout_parser.set_defaults(func=lambda snake_case      : LogoutCommand(snake_case      )      )

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


  """simple docstring"""





  snake_case_        =    '\u001b[1m'
  snake_case_        =    '\u001b[31m'
  snake_case_        =    '\u001b[90m'
  snake_case_        =    '\u001b[0m'



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


         '''simple docstring'''





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



  @classmethod
  def 							_UpperCAmelCase      ( cls					: Any       ,       snake_case					: Optional[int]      )	->			Tuple:


         '''simple docstring'''





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




  @classmethod
  def 							_UpperCAmelCase      ( cls					: str       ,       snake_case					: List[str]      )	->			Tuple:


         '''simple docstring'''





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







def       UpperCamelCase_					(     lowerCamelCase							:					List[List[Union[str, int]]]     , lowerCamelCase							:					List[str]   )						->     str:



       """simple docstring"""







       __magic_name__			:		List[str]        =     [max(len(str(lowerCamelCase   )   ) for x in col   ) for col in zip(*lowerCamelCase     , lowerCamelCase   )]
       __magic_name__			:		List[Any]        =     ('''{{:{}}} ''' * len(lowerCamelCase   )).format(*lowerCamelCase   )
       __magic_name__			:		str        =     []
       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        _UpperCamelCase	:


  """simple docstring"""





  def __init__( self					: Union[str, Any]       ,       snake_case					: int      )	->			List[str]:


         '''simple docstring'''





         __magic_name__			:		Optional[Any]        =     args

class        _UpperCamelCase	(						lowerCamelCase__	):


  """simple docstring"""





  def 							_UpperCAmelCase      ( self					: List[Any]      )	->			Optional[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        _UpperCamelCase	(						lowerCamelCase__	):


  """simple docstring"""





  def 							_UpperCAmelCase      ( self					: Dict      )	->			Dict:


         '''simple docstring'''





         print(
             ANSI.red(
                 '''WARNING! `transformers-cli whoami` is deprecated and will be removed in v5. Please use '''
                 '''`huggingface-cli whoami` instead.'''      )      )
         __magic_name__			:		Dict        =     HfFolder.get_token()
         if token is None:
                print('''Not logged in'''      )
                exit()
         try:
                __magic_name__       ,							__magic_name__			:		Tuple        =     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        _UpperCamelCase	(						lowerCamelCase__	):


  """simple docstring"""





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


         '''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        _UpperCamelCase	(						lowerCamelCase__	):


  """simple docstring"""





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


         '''simple docstring'''





         print(
             ANSI.red(
                 '''WARNING! Managing repositories through transformers-cli is deprecated. '''
                 '''Please use `huggingface-cli` instead.'''      )      )
         __magic_name__			:		int        =     HfFolder.get_token()
         if token is None:
                print('''Not logged in'''      )
                exit(1      )
         try:
                __magic_name__			:		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:
                __magic_name__			:		Dict        =     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(''''''      )

         __magic_name__       ,							__magic_name__			:		Any        =     whoami(snake_case      )
         __magic_name__			:		Any        =     self.args.organization if self.args.organization is not None else user
         __magic_name__			:		Any        =     f"""{namespace}/{self.args.name}"""
         print(f"""You are about to create {ANSI.bold(snake_case      )}"""      )

         if not self.args.yes:
                __magic_name__			:		List[Any]        =     input('''Proceed? [Y/n] '''      ).lower()
                if not (choice == "" or choice == "y" or choice == "yes"):
                       print('''Abort'''      )
                       exit()
         try:
                __magic_name__			:		Any        =     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(''''''      )



"""simple docstring"""
from cva import COLOR_BGR2GRAY, cvtColor, imread, imshow, waitKey
from numpy import array, dot, pad, ravel, uinta, zeros







def       UpperCamelCase_					(     lowerCamelCase							:					Optional[int]     , lowerCamelCase							:					Tuple   )						->     str:



       """simple docstring"""







       __magic_name__       ,							__magic_name__			:		Optional[Any]        =     image.shape
       __magic_name__			:		str        =     cols - block_size[1] + 1
       __magic_name__			:		int        =     rows - block_size[0] + 1
       __magic_name__			:		Optional[Any]        =     zeros((dst_height * dst_width, block_size[1] * block_size[0])   )
       __magic_name__			:		List[Any]        =     0
       for i in range(0     , lowerCamelCase   ):
              for j in range(0     , lowerCamelCase   ):
                     __magic_name__			:		List[Any]        =     ravel(image[i : i + block_size[0], j : j + block_size[1]]   )
                     __magic_name__			:		str        =     window
                     row += 1

       return image_array







def       UpperCamelCase_					(     lowerCamelCase							:					str     , lowerCamelCase							:					List[str]   )						->     Tuple:



       """simple docstring"""







       __magic_name__       ,							__magic_name__			:		List[str]        =     image.shape[0], image.shape[1]
       __magic_name__			:		Any        =     filter_kernel.shape[0]
       __magic_name__			:		Optional[Any]        =     k_size // 2
       # Pads image with the edge values of array.
       __magic_name__			:		Union[str, Any]        =     pad(lowerCamelCase     , lowerCamelCase     , mode='''edge'''   )

       # im2col, turn the k_size*k_size pixels into a row and np.vstack all rows
       __magic_name__			:		List[Any]        =     imacol(lowerCamelCase     , (k_size, k_size)   )

       #  turn the kernel into shape(k*k, 1)
       __magic_name__			:		Tuple        =     ravel(lowerCamelCase   )
       # reshape and get the dst image
       __magic_name__			:		int        =     dot(lowerCamelCase     , lowerCamelCase   ).reshape(lowerCamelCase     , lowerCamelCase   )
       return dst


if __name__ == "__main__":
 # read original image
 A									=						imread(R"""../image_data/lena.jpg""")
 # turn image in gray scale value
 A									=						cvtColor(img, COLOR_BGR2GRAY)
 # Laplace operator
 A									=						array([[0, 1, 0], [1, -4, 1], [0, 1, 0]])
 A									=						img_convolve(gray, Laplace_kernel).astype(uinta)
 imshow("""Laplacian""", out)
 waitKey(0)
