

from typing import Callable, Optional

from .. import Features
from ..packaged_modules.generator.generator import Generator
from .abc import AbstractDatasetInputStream


class 			lowerCamelCase_    (  lowerCAmelCase__		):


							def __init__( self      ,				lowerCamelCase_      ,				lowerCamelCase_ = None      ,				lowerCamelCase_ = None      ,				lowerCamelCase_ = False      ,				lowerCamelCase_ = False      ,				lowerCamelCase_ = None      ,				lowerCamelCase_ = None      ,				**lowerCamelCase_      ,				)							->   Dict:



								"""simple docstring"""

								super().__init__(
								    features=snake_case_      ,				cache_dir=snake_case_      ,				keep_in_memory=snake_case_      ,				streaming=snake_case_      ,				num_proc=snake_case_      ,				**snake_case_      ,				)
								_UpperCamelCase			=   Generator(
								    cache_dir=snake_case_      ,				features=snake_case_      ,				generator=snake_case_      ,				gen_kwargs=snake_case_      ,				**snake_case_      ,				)







							def  lowercase   ( self						)							->   Union[str, Any]:



								"""simple docstring"""

								if self.streaming:
									_UpperCamelCase			=   self.builder.as_streaming_dataset(split="train"						)
								# Build regular (map-style) dataset
								else:
									_UpperCamelCase			=   None
									_UpperCamelCase			=   None
									_UpperCamelCase			=   None
									_UpperCamelCase			=   None

									self.builder.download_and_prepare(
									    download_config=snake_case_      ,				download_mode=snake_case_      ,				verification_mode=snake_case_      ,				base_path=snake_case_      ,				num_proc=self.num_proc      ,				)
									_UpperCamelCase			=   self.builder.as_dataset(
									    split="train"      ,				verification_mode=snake_case_      ,				in_memory=self.keep_in_memory						)
								return dataset








import copy
from dataclasses import dataclass
from pathlib import Path
from typing import Dict, Optional, Union
@dataclass
class 						lowerCamelCase_							:



					'''simple docstring'''







					__UpperCAmelCase							  =					None
					__UpperCAmelCase							  =					False
					__UpperCAmelCase							  =					False
					__UpperCAmelCase							  =					False
					__UpperCAmelCase							  =					None
					__UpperCAmelCase							  =					None
					__UpperCAmelCase							  =					False
					__UpperCAmelCase							  =					False
					__UpperCAmelCase							  =					False
					__UpperCAmelCase							  =					True
					__UpperCAmelCase							  =					None
					__UpperCAmelCase							  =					1
					__UpperCAmelCase							  =					None
					__UpperCAmelCase							  =					False
					__UpperCAmelCase							  =					None
					__UpperCAmelCase							  =					None






					def A   (					self    ) ->      "DownloadConfig":







								'''simple docstring'''

								return self.__class__(**{k: copy.deepcopy(snake_case_    ) for k, v in self.__dict__.items()}    )


