




'''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 __magic_name__(						a_      ):






						@staticmethod
						def       __lowerCAmelCase(   __UpperCamelCase						:						ArgumentParser       ):



									'''simple docstring'''






									snake_case__          =						parser.add_parser("""login"""					,   help="""Log in using the same credentials as on huggingface.co"""       )
									login_parser.set_defaults(func=lambda __UpperCamelCase       : LoginCommand(_a       )       )
									snake_case__          =						parser.add_parser("""whoami"""					,   help="""Find out which huggingface.co account you are logged in as."""       )
									whoami_parser.set_defaults(func=lambda __UpperCamelCase       : WhoamiCommand(_a       )       )
									snake_case__          =						parser.add_parser("""logout"""					,   help="""Log out"""       )
									logout_parser.set_defaults(func=lambda __UpperCamelCase       : LogoutCommand(_a       )       )

									# new system: git-based repo system
									snake_case__          =						parser.add_parser(
									    """repo"""					,   help="""Deprecated: use `huggingface-cli` instead. Commands to interact with your huggingface.co repos."""					,   )
									snake_case__          =						repo_parser.add_subparsers(
									    help="""Deprecated: use `huggingface-cli` instead. huggingface.co repos related commands"""       )
									snake_case__          =						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=_a					,   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=_a					,   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(_a       )       )







class __magic_name__:
						UpperCAmelCase_		:					str    =  '''\u001b[1m'''
						UpperCAmelCase_		:					Optional[Any]    =  '''\u001b[31m'''
						UpperCAmelCase_		:					List[Any]    =  '''\u001b[90m'''
						UpperCAmelCase_		:					Tuple    =  '''\u001b[0m'''






						@classmethod
						def       __lowerCAmelCase(   cls						:						Any					,   __UpperCamelCase						:						Tuple       ):



									'''simple docstring'''






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






						@classmethod
						def       __lowerCAmelCase(   cls						:						Optional[Any]					,   __UpperCamelCase						:						List[Any]       ):



									'''simple docstring'''






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







						@classmethod
						def       __lowerCAmelCase(   cls						:						str					,   __UpperCamelCase						:						Optional[Any]       ):



									'''simple docstring'''






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







def    snake_case__     (  a       ,      a	)			->       Union[str, Any]:





			'''simple docstring'''






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





class __magic_name__:






						def __init__(   self						:						List[str]					,   __UpperCamelCase						:						str       ):



									'''simple docstring'''






									snake_case__          =						args







class __magic_name__(						a_      ):






						def       __lowerCAmelCase(   self						:						Optional[int]       ):



									'''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 __magic_name__(						a_      ):






						def       __lowerCAmelCase(   self						:						Tuple       ):



									'''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__          =						HfFolder.get_token()
									if token is None:
												print("""Not logged in"""       )
												exit()
									try:
												snake_case__          =						whoami(_a       )
												print(_a       )
												if orgs:
															print(ANSI.bold("""orgs: """       )					,   """,""".join(_a       )       )
									except HTTPError as e:
												print(_a       )
												print(ANSI.red(e.response.text       )       )
												exit(1       )







class __magic_name__(						a_      ):






						def       __lowerCAmelCase(   self						:						List[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 __magic_name__(						a_      ):






						def       __lowerCAmelCase(   self						:						List[str]       ):



									'''simple docstring'''






									print(
									    ANSI.red(
									        """WARNING! Managing repositories through transformers-cli is deprecated. """
									        """Please use `huggingface-cli` instead."""       )       )
									snake_case__          =						HfFolder.get_token()
									if token is None:
												print("""Not logged in"""       )
												exit(1       )
									try:
												snake_case__          =						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__          =						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__          =						whoami(_a       )
									snake_case__          =						self.args.organization if self.args.organization is not None else user
									snake_case__          =						f"""{namespace}/{self.args.name}"""
									print(f"""You are about to create {ANSI.bold(_a       )}"""       )

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



import logging

# standard libraries
import sys

import numpy as np
import pytest  # type: ignore

# Custom/local libraries
from matrix import matrix_operation as matop

_snake_case				=			[[1_2, 1_0], [3, 9]]
_snake_case				=			[[3, 4], [7, 4]]
_snake_case				=			[[3, 0, 2], [2, 0, -2], [0, 1, 1]]
_snake_case				=			[[3, 0, -2], [2, 0, 2], [0, 1, 1]]
_snake_case				=			[[3, 0, 2], [2, 0, -2], [0, 1, 1], [2, 0, -2]]
_snake_case				=			[1]
_snake_case				=			[2]

_snake_case				=			logging.getLogger()
_snake_case				=			logging.DEBUG
_snake_case				=			logging.StreamHandler(sys.stdout)
logger.addHandler(stream_handler)







@pytest.mark.mat_ops
@pytest.mark.parametrize(
    ("mat1", "mat2")		,		[(mat_a, mat_b), (mat_c, mat_d), (mat_d, mat_e), (mat_f, mat_h)]			)
def 	A (		A__		,		A__			):
     if (np.array(A__			)).shape < (2, 2) or (np.array(A__			)).shape < (2, 2):
          with pytest.raises(A__			):
               logger.info(f'\n\t{test_addition.__name__} returned integer'			)
               matop.add(A__		,		A__			)
     elif (np.array(A__			)).shape == (np.array(A__			)).shape:
          logger.info(f'\n\t{test_addition.__name__} with same matrix dims'			)
          UpperCAmelCase    :					Tuple			=      (np.array(A__			) + np.array(A__			)).tolist()
          UpperCAmelCase    :					Optional[Any]			=      matop.add(A__		,		A__			)
          assert theo == act
     else:
          with pytest.raises(A__			):
               logger.info(f'\n\t{test_addition.__name__} with different matrix dims'			)
               matop.add(A__		,		A__			)







@pytest.mark.mat_ops
@pytest.mark.parametrize(
    ("mat1", "mat2")		,		[(mat_a, mat_b), (mat_c, mat_d), (mat_d, mat_e), (mat_f, mat_h)]			)
def 	A (		A__		,		A__			):
     if (np.array(A__			)).shape < (2, 2) or (np.array(A__			)).shape < (2, 2):
          with pytest.raises(A__			):
               logger.info(f'\n\t{test_subtraction.__name__} returned integer'			)
               matop.subtract(A__		,		A__			)
     elif (np.array(A__			)).shape == (np.array(A__			)).shape:
          logger.info(f'\n\t{test_subtraction.__name__} with same matrix dims'			)
          UpperCAmelCase    :					Tuple			=      (np.array(A__			) - np.array(A__			)).tolist()
          UpperCAmelCase    :					Optional[int]			=      matop.subtract(A__		,		A__			)
          assert theo == act
     else:
          with pytest.raises(A__			):
               logger.info(f'\n\t{test_subtraction.__name__} with different matrix dims'			)
               assert matop.subtract(A__		,		A__			)







@pytest.mark.mat_ops
@pytest.mark.parametrize(
    ("mat1", "mat2")		,		[(mat_a, mat_b), (mat_c, mat_d), (mat_d, mat_e), (mat_f, mat_h)]			)
def 	A (		A__		,		A__			):
     if (np.array(A__			)).shape < (2, 2) or (np.array(A__			)).shape < (2, 2):
          logger.info(f'\n\t{test_multiplication.__name__} returned integer'			)
          with pytest.raises(A__			):
               matop.add(A__		,		A__			)
     elif (np.array(A__			)).shape == (np.array(A__			)).shape:
          logger.info(f'\n\t{test_multiplication.__name__} meets dim requirements'			)
          UpperCAmelCase    :					List[str]			=      (np.matmul(A__		,		A__			)).tolist()
          UpperCAmelCase    :					int			=      matop.multiply(A__		,		A__			)
          assert theo == act
     else:
          with pytest.raises(A__			):
               logger.info(
                   f'\n\t{test_multiplication.__name__} does not meet dim requirements'			)
               assert matop.subtract(A__		,		A__			)







@pytest.mark.mat_ops
def 	A (		):
     UpperCAmelCase    :					int			=      (3.5 * np.array(A__			)).tolist()
     UpperCAmelCase    :					Optional[int]			=      matop.scalar_multiply(A__		,		3.5			)
     assert theo == act







@pytest.mark.mat_ops
def 	A (		):
     UpperCAmelCase    :					List[Any]			=      (np.identity(5			)).tolist()
     UpperCAmelCase    :					Optional[int]			=      matop.identity(5			)
     assert theo == act







@pytest.mark.mat_ops
@pytest.mark.parametrize("mat"		,		[mat_a, mat_b, mat_c, mat_d, mat_e, mat_f]			)
def 	A (		A__			):
     if (np.array(A__			)).shape < (2, 2):
          with pytest.raises(A__			):
               logger.info(f'\n\t{test_transpose.__name__} returned integer'			)
               matop.transpose(A__			)
     else:
          UpperCAmelCase    :					Dict			=      (np.transpose(A__			)).tolist()
          UpperCAmelCase    :					List[str]			=      matop.transpose(A__		,		return_map=A__			)
          assert theo == act



