


import os
import zipfile

import pytest

from datasets.utils.extract import (
    BzipaExtractor,
    Extractor,
    GzipExtractor,
    LzaExtractor,
    SevenZipExtractor,
    TarExtractor,
    XzExtractor,
    ZipExtractor,
    ZstdExtractor,
)

from .utils import require_lza, require_pyazr, require_zstandard






@pytest.mark.parametrize(
    'compression_format, is_archive'			,  [
        ('7z', True),
        ('bz2', False),
        ('gzip', False),
        ('lz4', False),
        ('tar', True),
        ('xz', False),
        ('zip', True),
        ('zstd', False),
    ]			,  )
def 		_A			(lowerCAmelCase__					:Optional[Any]			,  lowerCAmelCase__					:str			,  lowerCAmelCase__					:Tuple			,  lowerCAmelCase__					:Dict			,  lowerCAmelCase__					:Any			,  lowerCAmelCase__					:List[Any]			,  lowerCAmelCase__					:List[str]			,  lowerCAmelCase__					:Tuple			,  lowerCAmelCase__					:Optional[Any]			,  lowerCAmelCase__					:Tuple			,  lowerCAmelCase__					:Union[str, Any]			,  lowerCAmelCase__					:Tuple			,  )				->					Tuple:




     '''simple docstring'''



     _a      =							{
         '7z': (seven_zip_file, SevenZipExtractor),
         'bz2': (bza_file, BzipaExtractor),
         'gzip': (gz_file, GzipExtractor),
         'lz4': (lza_file, LzaExtractor),
         'tar': (tar_file, TarExtractor),
         'xz': (xz_file, XzExtractor),
         'zip': (zip_file, ZipExtractor),
         'zstd': (zstd_file, ZstdExtractor),
     }
     _a ,				_a      =							input_paths_and_base_extractors[compression_format]
     if input_path is None:
          _a      =							f'for \'{compression_format}\' compression_format, '
          if compression_format == "7z":
               reason += require_pyazr.kwargs["reason"]
          elif compression_format == "lz4":
               reason += require_lza.kwargs["reason"]
          elif compression_format == "zstd":
               reason += require_zstandard.kwargs["reason"]
          pytest.skip(lowerCAmelCase__						)
     assert base_extractor.is_extractable(lowerCAmelCase__						)
     _a      =							tmp_path / ('extracted' if is_archive else 'extracted.txt')
     base_extractor.extract(lowerCAmelCase__			,  lowerCAmelCase__						)
     if is_archive:
          assert output_path.is_dir()
          for file_path in output_path.iterdir():
               assert file_path.name == text_file.name
               _a      =							file_path.read_text(encoding='utf-8'						)
     else:
          _a      =							output_path.read_text(encoding='utf-8'						)
     _a      =							text_file.read_text(encoding='utf-8'						)
     assert extracted_file_content == expected_file_content






@pytest.mark.parametrize(
    'compression_format, is_archive'			,  [
        ('7z', True),
        ('bz2', False),
        ('gzip', False),
        ('lz4', False),
        ('tar', True),
        ('xz', False),
        ('zip', True),
        ('zstd', False),
    ]			,  )
def 		_A			(lowerCAmelCase__					:int			,  lowerCAmelCase__					:Any			,  lowerCAmelCase__					:Any			,  lowerCAmelCase__					:Dict			,  lowerCAmelCase__					:Dict			,  lowerCAmelCase__					:List[Any]			,  lowerCAmelCase__					:Tuple			,  lowerCAmelCase__					:Any			,  lowerCAmelCase__					:List[Any]			,  lowerCAmelCase__					:Optional[int]			,  lowerCAmelCase__					:List[str]			,  lowerCAmelCase__					:Optional[Any]			,  )				->					Tuple:




     '''simple docstring'''



     _a      =							{
         '7z': seven_zip_file,
         'bz2': bza_file,
         'gzip': gz_file,
         'lz4': lza_file,
         'tar': tar_file,
         'xz': xz_file,
         'zip': zip_file,
         'zstd': zstd_file,
     }
     _a      =							input_paths[compression_format]
     if input_path is None:
          _a      =							f'for \'{compression_format}\' compression_format, '
          if compression_format == "7z":
               reason += require_pyazr.kwargs["reason"]
          elif compression_format == "lz4":
               reason += require_lza.kwargs["reason"]
          elif compression_format == "zstd":
               reason += require_zstandard.kwargs["reason"]
          pytest.skip(lowerCAmelCase__						)
     _a      =							Extractor.infer_extractor_format(lowerCAmelCase__						)
     assert extractor_format is not None
     _a      =							tmp_path / ('extracted' if is_archive else 'extracted.txt')
     Extractor.extract(lowerCAmelCase__			,  lowerCAmelCase__			,  lowerCAmelCase__						)
     if is_archive:
          assert output_path.is_dir()
          for file_path in output_path.iterdir():
               assert file_path.name == text_file.name
               _a      =							file_path.read_text(encoding='utf-8'						)
     else:
          _a      =							output_path.read_text(encoding='utf-8'						)
     _a      =							text_file.read_text(encoding='utf-8'						)
     assert extracted_file_content == expected_file_content






@pytest.fixture
def 		_A			(lowerCAmelCase__					:Union[str, Any]			,  lowerCAmelCase__					:List[str]						)				->					int:




     '''simple docstring'''



     import tarfile

     _a      =							tmp_path / 'data_dot_dot'
     directory.mkdir()
     _a      =							directory / 'tar_file_with_dot_dot.tar'
     with tarfile.TarFile(lowerCAmelCase__			,  'w'						) as f:
          f.add(lowerCAmelCase__			,  arcname=os.path.join('..'			,  text_file.name						)						)
     return path






@pytest.fixture
def 		_A			(lowerCAmelCase__					:Optional[int]						)				->					Optional[Any]:




     '''simple docstring'''



     import tarfile

     _a      =							tmp_path / 'data_sym_link'
     directory.mkdir()
     _a      =							directory / 'tar_file_with_sym_link.tar'
     os.symlink('..'			,  directory / 'subdir'			,  target_is_directory=lowerCAmelCase__						)
     with tarfile.TarFile(lowerCAmelCase__			,  'w'						) as f:
          f.add(str(directory / 'subdir'						)			,  arcname='subdir'						)  # str required by os.readlink on Windows and Python < 3.8
     return path






@pytest.mark.parametrize(
    'insecure_tar_file, error_log'			,  [('tar_file_with_dot_dot', 'illegal path'), ('tar_file_with_sym_link', 'Symlink')]			,  )
def 		_A			(lowerCAmelCase__					:int			,  lowerCAmelCase__					:List[Any]			,  lowerCAmelCase__					:Tuple			,  lowerCAmelCase__					:Any			,  lowerCAmelCase__					:Optional[int]			,  lowerCAmelCase__					:str						)				->					Union[str, Any]:




     '''simple docstring'''



     _a      =							{
         'tar_file_with_dot_dot': tar_file_with_dot_dot,
         'tar_file_with_sym_link': tar_file_with_sym_link,
     }
     _a      =							insecure_tar_files[insecure_tar_file]
     _a      =							tmp_path / 'extracted'
     TarExtractor.extract(lowerCAmelCase__			,  lowerCAmelCase__						)
     assert caplog.text
     for record in caplog.records:
          assert record.levelname == "ERROR"
          assert error_log in record.msg






def 		_A			(lowerCAmelCase__					:Dict						)				->					Optional[int]:




     '''simple docstring'''



     _a      =							tmpdir / 'not_a_zip_file'
     # From: https://github.com/python/cpython/pull/5053
     _a      =							(
         B'\x89PNG\r\n\x1a\n\x00\x00\x00\rIHDR\x00\x00\x00\x01\x00\x00'
         B'\x00\x02\x08\x06\x00\x00\x00\x99\x81\xb6\'\x00\x00\x00\x15I'
         B'DATx\x01\x01\n\x00\xf5\xff\x00PK\x05\x06\x00PK\x06\x06\x07'
         B'\xac\x01N\xc6|a\r\x00\x00\x00\x00IEND\xaeB`\x82'
     )
     with not_a_zip_file.open('wb'						) as f:
          f.write(lowerCAmelCase__						)
     assert zipfile.is_zipfile(str(lowerCAmelCase__						)						)  # is a false positive for `zipfile`
     assert not ZipExtractor.is_extractable(lowerCAmelCase__						)  # but we're right





'''simple docstring'''






import copy
import os
from typing import Union

from ...configuration_utils import PretrainedConfig
from ...utils import logging


a_   :      List[str]				    =      logging.get_logger(__name__)

a_   :      str				    =      {
    "microsoft/git-base": "https://huggingface.co/microsoft/git-base/resolve/main/config.json",
}




class 	a       (       _SCREAMING_SNAKE_CASE    ):
 _lowerCAmelCase	   =		"""git_vision_model"""
 def __init__(	self ,			__magic_name__=7_68 ,			__magic_name__=30_72 ,			__magic_name__=12 ,			__magic_name__=12 ,			__magic_name__=3 ,			__magic_name__=2_24 ,			__magic_name__=16 ,			__magic_name__="quick_gelu" ,			__magic_name__=1e-5 ,			__magic_name__=0.0 ,			__magic_name__=0.0_2 ,			**__magic_name__ ,			)   ->							Union[str, Any]:
      super().__init__(**__magic_name__  )

      _a      =							hidden_size
      _a      =							intermediate_size
      _a      =							num_hidden_layers
      _a      =							num_attention_heads
      _a      =							num_channels
      _a      =							patch_size
      _a      =							image_size
      _a      =							initializer_range
      _a      =							attention_dropout
      _a      =							layer_norm_eps
      _a      =							hidden_act




 @classmethod
 def 							__UpperCAmelCase						(	cls ,			__magic_name__ ,			**__magic_name__  )   ->							"PretrainedConfig":
      cls._set_token_in_kwargs(__magic_name__  )

      _a ,				_a      =							cls.get_config_dict(__magic_name__ ,			**__magic_name__  )

      # get the vision config dict if we are loading from GITConfig
      if config_dict.get('model_type'  ) == "git":
           _a      =							config_dict['vision_config']

      if "model_type" in config_dict and hasattr(cls ,			'model_type'  ) and config_dict["model_type"] != cls.model_type:
           logger.warning(
               f'You are using a model of type {config_dict["model_type"]} to instantiate a model of type '
               f'{cls.model_type}. This is not supported for all configurations of models and can yield errors.'  )

      return cls.from_dict(__magic_name__ ,			**__magic_name__  )





class 	a       (       _SCREAMING_SNAKE_CASE    ):
 _lowerCAmelCase	   =		"""git"""
 def __init__(	self ,			__magic_name__=None ,			__magic_name__=3_05_22 ,			__magic_name__=7_68 ,			__magic_name__=6 ,			__magic_name__=12 ,			__magic_name__=30_72 ,			__magic_name__="gelu" ,			__magic_name__=0.1 ,			__magic_name__=0.1 ,			__magic_name__=10_24 ,			__magic_name__=0.0_2 ,			__magic_name__=1e-12 ,			__magic_name__=0 ,			__magic_name__="absolute" ,			__magic_name__=True ,			__magic_name__=False ,			__magic_name__=1_01 ,			__magic_name__=1_02 ,			__magic_name__=None ,			**__magic_name__ ,			)   ->							Optional[int]:
      super().__init__(bos_token_id=__magic_name__ ,			eos_token_id=__magic_name__ ,			pad_token_id=__magic_name__ ,			**__magic_name__  )

      if vision_config is None:
           _a      =							{}
           logger.info('vision_config is None. initializing the GitVisionConfig with default values.'  )

      _a      =							GitVisionConfig(**__magic_name__  )
      _a      =							vocab_size
      _a      =							hidden_size
      _a      =							num_hidden_layers
      _a      =							num_attention_heads
      _a      =							hidden_act
      _a      =							intermediate_size
      _a      =							hidden_dropout_prob
      _a      =							attention_probs_dropout_prob
      _a      =							max_position_embeddings
      _a      =							initializer_range
      _a      =							layer_norm_eps
      _a      =							position_embedding_type
      _a      =							use_cache
      _a      =							tie_word_embeddings
      _a      =							num_image_with_embedding

      _a      =							bos_token_id
      _a      =							eos_token_id




 def 							__UpperCAmelCase						(	self  )   ->							List[str]:
      _a      =							copy.deepcopy(self.__dict__  )
      _a      =							self.vision_config.to_dict()
      _a      =							self.__class__.model_type
      return output

