





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


_A				:							str							= get_logger(__name__)


if TYPE_CHECKING:
  from .builder import DatasetBuilder


def        __snake_case       (						lowerCAmelCase_   ,       lowerCAmelCase_ = None  )							->	Tuple:
    SCREAMING_SNAKE_CASE__       							= importlib.import_module(lowerCAmelCase_  )

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

    def wrap_auth(lowerCAmelCase_  ):
        @wraps(lowerCAmelCase_  )
        def wrapper(*lowerCAmelCase_   ,       **lowerCAmelCase_  ):
            return function(*lowerCAmelCase_   ,       use_auth_token=lowerCAmelCase_   ,       **lowerCAmelCase_  )

        SCREAMING_SNAKE_CASE__       							= '''wrap_auth'''
        return wrapper

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



def        __snake_case       (						lowerCAmelCase_  )							->	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":
                SCREAMING_SNAKE_CASE__       							= imports[1]
                SCREAMING_SNAKE_CASE__       							= '''.'''.join(builder.__module__.split('''.'''  )[:-1] + [internal_import_name]  )
                extend_module_for_streaming(lowerCAmelCase_   ,       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

    SCREAMING_SNAKE_CASE__       							= [
        cls.__module__
        for cls in type(lowerCAmelCase_  ).__mro__[1:]  # make sure it's not the same module we've already patched
        if issubclass(cls   ,       lowerCAmelCase_  ) 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(lowerCAmelCase_   ,       use_auth_token=builder.use_auth_token  )








import numpy as np

_A				:							List[Any]							= [
    ["""a""", """b""", """c""", """d""", """e"""],
    ["""f""", """g""", """h""", """i""", """k"""],
    ["""l""", """m""", """n""", """o""", """p"""],
    ["""q""", """r""", """s""", """t""", """u"""],
    ["""v""", """w""", """x""", """y""", """z"""],
]



class 				__snake_case  :


    '''simple docstring'''







    def __init__(					self    ):





        '''simple docstring'''

        SCREAMING_SNAKE_CASE__       							= np.array(A_    )



    def    lowercase_				(					self      ,							A_    ):





        '''simple docstring'''

        SCREAMING_SNAKE_CASE__							,		SCREAMING_SNAKE_CASE__       							= np.where(letter == self.SQUARE    )
        SCREAMING_SNAKE_CASE__       							= np.concatenate([indexa + 1, indexa + 1]    )
        return indexes



    def    lowercase_				(					self      ,							A_      ,							A_    ):





        '''simple docstring'''

        return self.SQUARE[indexa - 1, indexa - 1]



    def    lowercase_				(					self      ,							A_    ):





        '''simple docstring'''

        SCREAMING_SNAKE_CASE__       							= message.lower()
        SCREAMING_SNAKE_CASE__       							= message.replace('''j'''      ,							'''i'''    )

        SCREAMING_SNAKE_CASE__       							= ''''''
        for letter_index in range(len(A_    )    ):
            if message[letter_index] != " ":
                SCREAMING_SNAKE_CASE__       							= self.letter_to_numbers(message[letter_index]    )
                SCREAMING_SNAKE_CASE__       							= encoded_message + str(numbers[0]    ) + str(numbers[1]    )
            elif message[letter_index] == " ":
                SCREAMING_SNAKE_CASE__       							= encoded_message + ''' '''

        return encoded_message




    def    lowercase_				(					self      ,							A_    ):





        '''simple docstring'''

        SCREAMING_SNAKE_CASE__       							= message.replace(''' '''      ,							'''  '''    )
        SCREAMING_SNAKE_CASE__       							= ''''''
        for numbers_index in range(int(len(A_    ) / 2    )    ):
            if message[numbers_index * 2] != " ":
                SCREAMING_SNAKE_CASE__       							= message[numbers_index * 2]
                SCREAMING_SNAKE_CASE__       							= message[numbers_index * 2 + 1]

                SCREAMING_SNAKE_CASE__       							= self.numbers_to_letter(int(A_    )      ,							int(A_    )    )
                SCREAMING_SNAKE_CASE__       							= decoded_message + letter
            elif message[numbers_index * 2] == " ":
                SCREAMING_SNAKE_CASE__       							= decoded_message + ''' '''

        return decoded_message
