"""simple docstring"""







import importlib
import inspect
from functools import wraps
from typing import TYPE_CHECKING, Optional, Union

from .download.streaming_download_manager import (
    xbasename,
    xdirname,
    xet_parse,
    xexists,
    xgetsize,
    xglob,
    xgzip_open,
    xisdir,
    xisfile,
    xjoin,
    xlistdir,
    xnumpy_load,
    xopen,
    xpandas_read_csv,
    xpandas_read_excel,
    xPath,
    xrelpath,
    xsio_loadmat,
    xsplit,
    xsplitext,
    xwalk,
    xxml_dom_minidom_parse,
)
from .utils.logging import get_logger
from .utils.patching import patch_submodule
from .utils.py_utils import get_imports


_SCREAMING_SNAKE_CASE	:		Optional[Any]   =   get_logger(__name__)


if TYPE_CHECKING:
     from .builder import DatasetBuilder



def       A__    (	lowercase_     :	int      , lowercase_     :	Optional[Union[str, bool]] = None						)  ->							Optional[Any]:
   __lowerCamelCase    		=					importlib.import_module(lowercase_						)

   # TODO(QL): always update the module to add subsequent new authentication
   if hasattr(lowercase_      , '_patched_for_streaming'						) and module._patched_for_streaming:
      return

   def wrap_auth(lowercase_     :	Optional[int]						):
      @wraps(lowercase_						)
      def wrapper(*lowercase_     :	Union[str, Any]      , **lowercase_     :	Tuple						):
         return function(*lowercase_      , use_auth_token=lowercase_      , **lowercase_						)

      __lowerCamelCase    		=					'wrap_auth'
      return wrapper

   # open files in a streaming fashion
   patch_submodule(lowercase_      , 'open'      , wrap_auth(lowercase_						)						).start()
   patch_submodule(lowercase_      , 'os.listdir'      , wrap_auth(lowercase_						)						).start()
   patch_submodule(lowercase_      , 'os.walk'      , wrap_auth(lowercase_						)						).start()
   patch_submodule(lowercase_      , 'glob.glob'      , wrap_auth(lowercase_						)						).start()
   # allow to navigate in remote zip files
   patch_submodule(lowercase_      , 'os.path.join'      , lowercase_						).start()
   patch_submodule(lowercase_      , 'os.path.dirname'      , lowercase_						).start()
   patch_submodule(lowercase_      , 'os.path.basename'      , lowercase_						).start()
   patch_submodule(lowercase_      , 'os.path.relpath'      , lowercase_						).start()
   patch_submodule(lowercase_      , 'os.path.split'      , lowercase_						).start()
   patch_submodule(lowercase_      , 'os.path.splitext'      , lowercase_						).start()
   # allow checks on paths
   patch_submodule(lowercase_      , 'os.path.exists'      , wrap_auth(lowercase_						)						).start()
   patch_submodule(lowercase_      , 'os.path.isdir'      , wrap_auth(lowercase_						)						).start()
   patch_submodule(lowercase_      , 'os.path.isfile'      , wrap_auth(lowercase_						)						).start()
   patch_submodule(lowercase_      , 'os.path.getsize'      , wrap_auth(lowercase_						)						).start()
   patch_submodule(lowercase_      , 'pathlib.Path'      , lowercase_						).start()
   # file readers
   patch_submodule(lowercase_      , 'gzip.open'      , wrap_auth(lowercase_						)						).start()
   patch_submodule(lowercase_      , 'numpy.load'      , wrap_auth(lowercase_						)						).start()
   patch_submodule(lowercase_      , 'pandas.read_csv'      , wrap_auth(lowercase_						)      , attrs=['__version__']						).start()
   patch_submodule(lowercase_      , 'pandas.read_excel'      , wrap_auth(lowercase_						)      , attrs=['__version__']						).start()
   patch_submodule(lowercase_      , 'scipy.io.loadmat'      , wrap_auth(lowercase_						)      , attrs=['__version__']						).start()
   patch_submodule(lowercase_      , 'xml.etree.ElementTree.parse'      , wrap_auth(lowercase_						)						).start()
   patch_submodule(lowercase_      , 'xml.dom.minidom.parse'      , wrap_auth(lowercase_						)						).start()
   __lowerCamelCase    		=					True



def       A__    (	lowercase_     :	"DatasetBuilder"						)  ->							Optional[int]:
   extend_module_for_streaming(builder.__module__      , use_auth_token=builder.use_auth_token						)
   # if needed, we also have to extend additional internal imports (like wmt14 -> wmt_utils)
   if not builder.__module__.startswith('datasets.'						):  # check that it's not a packaged builder like csv
      for imports in get_imports(inspect.getfile(builder.__class__						)						):
         if imports[0] == "internal":
            __lowerCamelCase    		=					imports[1]
            __lowerCamelCase    		=					'.'.join(builder.__module__.split('.'						)[:-1] + [internal_import_name]						)
            extend_module_for_streaming(lowercase_      , use_auth_token=builder.use_auth_token						)

    # builders can inherit from other builders that might use streaming functionality
    # (for example, ImageFolder and AudioFolder inherit from FolderBuilder which implements examples generation)
    # but these parents builders are not patched automatically as they are not instantiated, so we patch them here
   from .builder import DatasetBuilder

   __lowerCamelCase    		=					[
       cls.__module__
       for cls in type(lowercase_						).__mro__[1:]  # make sure it's not the same module we've already patched
       if issubclass(cls      , lowercase_						) and cls.__module__ != DatasetBuilder.__module__
   ]  # check it's not a standard builder from datasets.builder
   for module in parent_builder_modules:
      extend_module_for_streaming(lowercase_      , use_auth_token=builder.use_auth_token						)







"""simple docstring"""







from transformers.models.cpm.tokenization_cpm import CpmTokenizer
from transformers.testing_utils import custom_tokenizers

from ..xlnet.test_modeling_xlnet import XLNetModelTest






@custom_tokenizers
class      _SCREAMING_SNAKE_CASE							(			UpperCAmelCase				):



   '''simple docstring'''



   def    _A				(	self ,				_SCREAMING_SNAKE_CASE ,				_SCREAMING_SNAKE_CASE ,				_SCREAMING_SNAKE_CASE ,				_SCREAMING_SNAKE_CASE ,				_SCREAMING_SNAKE_CASE	):


      '''simple docstring'''

      return True







   def    _A				(	self	):


      '''simple docstring'''

      __lowerCamelCase    		=					CpmTokenizer.from_pretrained('TsinghuaAI/CPM-Generate'	)
      __lowerCamelCase    		=					'Hugging Face大法好，谁用谁知道。'
      __lowerCamelCase    		=					'Hugging Face大法好,谁用谁知道。<unk>'
      __lowerCamelCase    		=					'▁Hu gg ing ▁ ▂ ▁F ace ▁大法 ▁好 ▁ , ▁谁 ▁用 ▁谁 ▁知 道 ▁ 。'.split()

      __lowerCamelCase    		=					tokenizer.tokenize(_SCREAMING_SNAKE_CASE	)
      self.assertListEqual(_SCREAMING_SNAKE_CASE ,				_SCREAMING_SNAKE_CASE	)

      __lowerCamelCase    		=					tokens + [tokenizer.unk_token]

      __lowerCamelCase    		=					[13789, 13283, 1421, 8, 10, 1164, 13608, 16528, 63, 8, 9, 440, 108, 440, 121, 90, 8, 12, 0]
      self.assertListEqual(tokenizer.convert_tokens_to_ids(_SCREAMING_SNAKE_CASE	) ,				_SCREAMING_SNAKE_CASE	)

      __lowerCamelCase    		=					tokenizer.decode(_SCREAMING_SNAKE_CASE	)
      self.assertEqual(_SCREAMING_SNAKE_CASE ,				_SCREAMING_SNAKE_CASE	)






