






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


__snake_case			:			Optional[int]			   =   get_logger(__name__)


if TYPE_CHECKING:
					from .builder import DatasetBuilder







def 		_UpperCamelCase      (			UpperCamelCase_				:    Union[str, Any]			,				UpperCamelCase_				:    Optional[Union[str, bool]] = None						)     ->      Optional[int]:

						"""simple docstring"""



						lowerCAmelCase__			  =  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_				:    str						):
												@wraps(UpperCamelCase_						)
												def wrapper(*UpperCamelCase_				:    Dict			,				**UpperCamelCase_				:    str						):
																		return function(*UpperCamelCase_			,				use_auth_token=UpperCamelCase_			,				**UpperCamelCase_						)

												lowerCAmelCase__			  =  '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()
						lowerCAmelCase__			  =  True







def 		_UpperCamelCase      (			UpperCamelCase_				:    "DatasetBuilder"						)     ->      Tuple:

						"""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":
																								lowerCAmelCase__			  =  imports[1]
																								lowerCAmelCase__			  =  '.'.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

						lowerCAmelCase__			  =  [
						    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						)













def 		_UpperCamelCase      (			UpperCamelCase_				:    float			,				UpperCamelCase_				:    float			,				UpperCamelCase_				:    float						)     ->      list[int]:

						"""simple docstring"""



						if hue < 0 or hue > 360:
												raise Exception('hue should be between 0 and 360'						)

						if saturation < 0 or saturation > 1:
												raise Exception('saturation should be between 0 and 1'						)

						if value < 0 or value > 1:
												raise Exception('value should be between 0 and 1'						)

						lowerCAmelCase__			  =  value * saturation
						lowerCAmelCase__			  =  hue / 60
						lowerCAmelCase__			  =  chroma * (1 - abs(hue_section % 2 - 1						))
						lowerCAmelCase__			  =  value - chroma

						if hue_section >= 0 and hue_section <= 1:
												lowerCAmelCase__			  =  round(255 * (chroma + match_value)						)
												lowerCAmelCase__			  =  round(255 * (second_largest_component + match_value)						)
												lowerCAmelCase__			  =  round(255 * (match_value)						)
						elif hue_section > 1 and hue_section <= 2:
												lowerCAmelCase__			  =  round(255 * (second_largest_component + match_value)						)
												lowerCAmelCase__			  =  round(255 * (chroma + match_value)						)
												lowerCAmelCase__			  =  round(255 * (match_value)						)
						elif hue_section > 2 and hue_section <= 3:
												lowerCAmelCase__			  =  round(255 * (match_value)						)
												lowerCAmelCase__			  =  round(255 * (chroma + match_value)						)
												lowerCAmelCase__			  =  round(255 * (second_largest_component + match_value)						)
						elif hue_section > 3 and hue_section <= 4:
												lowerCAmelCase__			  =  round(255 * (match_value)						)
												lowerCAmelCase__			  =  round(255 * (second_largest_component + match_value)						)
												lowerCAmelCase__			  =  round(255 * (chroma + match_value)						)
						elif hue_section > 4 and hue_section <= 5:
												lowerCAmelCase__			  =  round(255 * (second_largest_component + match_value)						)
												lowerCAmelCase__			  =  round(255 * (match_value)						)
												lowerCAmelCase__			  =  round(255 * (chroma + match_value)						)
						else:
												lowerCAmelCase__			  =  round(255 * (chroma + match_value)						)
												lowerCAmelCase__			  =  round(255 * (match_value)						)
												lowerCAmelCase__			  =  round(255 * (second_largest_component + match_value)						)

						return [red, green, blue]







def 		_UpperCamelCase      (			UpperCamelCase_				:    int			,				UpperCamelCase_				:    int			,				UpperCamelCase_				:    int						)     ->      list[float]:

						"""simple docstring"""



						if red < 0 or red > 255:
												raise Exception('red should be between 0 and 255'						)

						if green < 0 or green > 255:
												raise Exception('green should be between 0 and 255'						)

						if blue < 0 or blue > 255:
												raise Exception('blue should be between 0 and 255'						)

						lowerCAmelCase__			  =  red / 255
						lowerCAmelCase__			  =  green / 255
						lowerCAmelCase__			  =  blue / 255
						lowerCAmelCase__			  =  max(UpperCamelCase_			,				UpperCamelCase_			,				UpperCamelCase_						)
						lowerCAmelCase__			  =  value - min(UpperCamelCase_			,				UpperCamelCase_			,				UpperCamelCase_						)
						lowerCAmelCase__			  =  0 if value == 0 else chroma / value

						if chroma == 0:
												lowerCAmelCase__			  =  0.0
						elif value == float_red:
												lowerCAmelCase__			  =  60 * (0 + (float_green - float_blue) / chroma)
						elif value == float_green:
												lowerCAmelCase__			  =  60 * (2 + (float_blue - float_red) / chroma)
						else:
												lowerCAmelCase__			  =  60 * (4 + (float_red - float_green) / chroma)

						lowerCAmelCase__			  =  (hue + 360) % 360

						return [hue, saturation, value]







def 		_UpperCamelCase      (			UpperCamelCase_				:    list[float]			,				UpperCamelCase_				:    list[float]						)     ->      bool:

						"""simple docstring"""



						lowerCAmelCase__			  =  abs(hsv_a[0] - hsv_a[0]						) < 0.2
						lowerCAmelCase__			  =  abs(hsv_a[1] - hsv_a[1]						) < 0.002
						lowerCAmelCase__			  =  abs(hsv_a[2] - hsv_a[2]						) < 0.002

						return check_hue and check_saturation and check_value





