

'''simple docstring'''





from typing import Optional

import pyspark

from .. import Features, NamedSplit
from ..download import DownloadMode
from ..packaged_modules.spark.spark import Spark
from .abc import AbstractDatasetReader





class 		__SCREAMING_SNAKE_CASE       ( lowercase__			):







				def __init__(					self    :		Any		,				UpperCAmelCase__    :		pyspark.sql.DataFrame		,				UpperCAmelCase__    :		Optional[NamedSplit] = None		,				UpperCAmelCase__    :		Optional[Features] = None		,				UpperCAmelCase__    :		bool = True		,				UpperCAmelCase__    :		str = None		,				UpperCAmelCase__    :		bool = False		,				UpperCAmelCase__    :		str = None		,				UpperCAmelCase__    :		bool = True		,				UpperCAmelCase__    :		str = "arrow"		,				**UpperCAmelCase__    :		Tuple		,				):
										'''simple docstring'''
										super().__init__(
										    split=UpperCAmelCase__		,				features=UpperCAmelCase__		,				cache_dir=UpperCAmelCase__		,				keep_in_memory=UpperCAmelCase__		,				streaming=UpperCAmelCase__		,				**UpperCAmelCase__		,				)
										lowercase   :       Dict								=load_from_cache_file
										lowercase   :       Dict								=file_format
										lowercase   :       Union[str, Any]								=Spark(
										    df=UpperCAmelCase__		,				features=UpperCAmelCase__		,				cache_dir=UpperCAmelCase__		,				working_dir=UpperCAmelCase__		,				**UpperCAmelCase__		,				)







				def    lowerCamelCase_  (					self    :		Union[str, Any]      ):
										'''simple docstring'''
										if self.streaming:
																return self.builder.as_streaming_dataset(split=self.split      )
										lowercase   :       List[str]								=None if self._load_from_cache_file else DownloadMode.FORCE_REDOWNLOAD
										self.builder.download_and_prepare(
										    download_mode=UpperCAmelCase__		,				file_format=self._file_format		,				)
										return self.builder.as_dataset(split=self.split      )








'''simple docstring'''





import warnings

from ...utils import logging
from .image_processing_clip import CLIPImageProcessor


UpperCamelCase_							=					logging.get_logger(__name__)





class 		__SCREAMING_SNAKE_CASE       ( lowercase__			):







				def __init__(					self    :		Union[str, Any]		,				*UpperCAmelCase__    :		Dict		,				**UpperCAmelCase__    :		List[str]      ):
										'''simple docstring'''
										warnings.warn(
										    '''The class CLIPFeatureExtractor is deprecated and will be removed in version 5 of Transformers. Please'''
										    ''' use CLIPImageProcessor instead.'''		,				UpperCAmelCase__		,				)
										super().__init__(*UpperCAmelCase__		,				**UpperCAmelCase__      )





