





import os
from string import ascii_letters

__A       :					Optional[int]     					=     ascii_letters + " \t\n"





def 		__SCREAMING_SNAKE_CASE						(       )						->       dict[str, None]:







			'''simple docstring'''

			UpperCAmelCase     	=       os.path.split(os.path.realpath(UpperCamelCase__				)				)
			UpperCAmelCase     	=       {}
			with open(path[0] + '''/dictionary.txt'''				) as dictionary_file:
						for word in dictionary_file.read().split('''\n'''				):
									UpperCAmelCase     	=       None
			return english_words


__A       :					Dict     					=     load_dictionary()





def 		__SCREAMING_SNAKE_CASE						(       UpperCamelCase__				)						->       float:







			'''simple docstring'''

			UpperCAmelCase     	=       message.upper()
			UpperCAmelCase     	=       remove_non_letters(UpperCamelCase__				)
			UpperCAmelCase     	=       message.split()
			UpperCAmelCase     	=       len([word for word in possible_words if word in ENGLISH_WORDS]				)
			return float(UpperCamelCase__				) / len(UpperCamelCase__				)





def 		__SCREAMING_SNAKE_CASE						(       UpperCamelCase__				)						->       str:







			'''simple docstring'''

			return "".join(symbol for symbol in message if symbol in LETTERS_AND_SPACE				)





def 		__SCREAMING_SNAKE_CASE						(       UpperCamelCase__    ,    UpperCamelCase__ = 20    ,    UpperCamelCase__ = 85				)						->       bool:







			'''simple docstring'''

			UpperCAmelCase     	=       get_english_count(UpperCamelCase__				) * 100 >= word_percentage
			UpperCAmelCase     	=       len(remove_non_letters(UpperCamelCase__				)				)
			UpperCAmelCase     	=       (float(UpperCamelCase__				) / len(UpperCamelCase__				)) * 100
			UpperCAmelCase     	=       message_letters_percentage >= letter_percentage
			return words_match and letters_match


if __name__ == "__main__":
				import doctest

				doctest.testmod()










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       :					List[Any]     					=     get_logger(__name__)


if TYPE_CHECKING:
				from .builder import DatasetBuilder





def 		__SCREAMING_SNAKE_CASE						(       UpperCamelCase__    ,    UpperCamelCase__ = None				)						->       str:







			'''simple docstring'''

			UpperCAmelCase     	=       importlib.import_module(UpperCamelCase__				)

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

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

						UpperCAmelCase     	=       '''wrap_auth'''
						return wrapper

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






def 		__SCREAMING_SNAKE_CASE						(       UpperCamelCase__				)						->       Dict:







			'''simple docstring'''

			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":
												UpperCAmelCase     	=       imports[1]
												UpperCAmelCase     	=       '''.'''.join(builder.__module__.split('''.'''				)[:-1] + [internal_import_name]				)
												extend_module_for_streaming(UpperCamelCase__    ,    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

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



