




"""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


UpperCAmelCase__				:   List[str]   							=			get_logger(__name__)


if TYPE_CHECKING:
					from .builder import DatasetBuilder

def lowercase_  (       _snake_case       ,_snake_case = None						):
							SCREAMING_SNAKE_CASE__						:	Tuple									=       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(_snake_case						):
														@wraps(__lowercase						)
														def wrapper(*_snake_case       ,**_snake_case						):
																					return function(*__lowercase       ,use_auth_token=__lowercase       ,**__lowercase						)

														SCREAMING_SNAKE_CASE__						:	List[Any]									=       """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()
							SCREAMING_SNAKE_CASE__						:	Any									=       True

def lowercase_  (       _snake_case						):
							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__						:	str									=       imports[1]
																												SCREAMING_SNAKE_CASE__						:	Dict									=       """.""".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

							SCREAMING_SNAKE_CASE__						:	Optional[int]									=       [
							    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"""




def lowercase_  (       _snake_case       ,_snake_case       ,_snake_case						):
							SCREAMING_SNAKE_CASE__						:	Any									=       index
							SCREAMING_SNAKE_CASE__						:	List[Any]									=       2 * index + 1
							SCREAMING_SNAKE_CASE__						:	Any									=       2 * index + 2
							if left_index < heap_size and unsorted[left_index] > unsorted[largest]:
														SCREAMING_SNAKE_CASE__						:	str									=       left_index

							if right_index < heap_size and unsorted[right_index] > unsorted[largest]:
														SCREAMING_SNAKE_CASE__						:	Any									=       right_index

							if largest != index:
														SCREAMING_SNAKE_CASE__				,				SCREAMING_SNAKE_CASE__						:	Tuple									=       unsorted[index], unsorted[largest]
														heapify(_snake_case       ,_snake_case       ,_snake_case						)

def lowercase_  (       _snake_case						):
							SCREAMING_SNAKE_CASE__						:	List[Any]									=       len(_snake_case						)
							for i in range(n // 2 - 1       ,-1       ,-1						):
														heapify(_snake_case       ,_snake_case       ,_snake_case						)
							for i in range(n - 1       ,0       ,-1						):
														SCREAMING_SNAKE_CASE__				,				SCREAMING_SNAKE_CASE__						:	Any									=       unsorted[i], unsorted[0]
														heapify(_snake_case       ,0       ,_snake_case						)
							return unsorted


if __name__ == "__main__":
					UpperCAmelCase__				:   Optional[Any]   							=			input('Enter numbers separated by a comma:\n').strip()
					UpperCAmelCase__				:   Optional[int]   							=			[int(item) for item in user_input.split(',')]
					print(heap_sort(unsorted))




