





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       __A     (						a    ):


				def __init__(		self   , UpperCAmelCase_   , UpperCAmelCase_ = None   , UpperCAmelCase_ = None   , UpperCAmelCase_ = True   , UpperCAmelCase_ = None   , UpperCAmelCase_ = False   , UpperCAmelCase_ = None   , UpperCAmelCase_ = True   , UpperCAmelCase_ = "arrow"   , **UpperCAmelCase_   , ):
								super().__init__(
								    split=UpperCAmelCase_   , features=UpperCAmelCase_   , cache_dir=UpperCAmelCase_   , keep_in_memory=UpperCAmelCase_   , streaming=UpperCAmelCase_   , **UpperCAmelCase_   , )
								lowerCamelCase	 =load_from_cache_file
								lowerCamelCase	 =file_format
								lowerCamelCase	 =Spark(
								    df=UpperCAmelCase_   , features=UpperCAmelCase_   , cache_dir=UpperCAmelCase_   , working_dir=UpperCAmelCase_   , **UpperCAmelCase_   , )


				def _snake_case       (		self							):
								if self.streaming:
												return self.builder.as_streaming_dataset(split=self.split							)
								lowerCamelCase	 =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							)












from ...utils import (
    OptionalDependencyNotAvailable,
    is_torch_available,
    is_transformers_available,
    is_transformers_version,
)


try:
							if not (is_transformers_available() and is_torch_available()):
														raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
							from ...utils.dummy_torch_and_transformers_objects import KandinskyPipeline, KandinskyPriorPipeline
else:
							from .pipeline_kandinsky import KandinskyPipeline
							from .pipeline_kandinsky_imgaimg import KandinskyImgaImgPipeline
							from .pipeline_kandinsky_inpaint import KandinskyInpaintPipeline
							from .pipeline_kandinsky_prior import KandinskyPriorPipeline, KandinskyPriorPipelineOutput
							from .text_encoder import MultilingualCLIP





