

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  __UpperCAmelCase					(	lowerCamelCase__						):



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





   def 	__magic_name__   (							self							:					Optional[int]						):
     if self.streaming:
       return self.builder.as_streaming_dataset(split=self.split						)
     UpperCAmelCase	:							Optional[Any]						=			None if self._load_from_cache_file else DownloadMode.FORCE_REDOWNLOAD
     self.builder.download_and_prepare(
         download_mode=__A,		file_format=self._file_format,		)
     return self.builder.as_dataset(split=self.split						)








def       a__					(		UpperCAmelCase							:      int      )  ->						bool:
  if not isinstance(UpperCAmelCase    ,			UpperCAmelCase      ):
    UpperCAmelCase	:							List[str]						=			f'''Input value of [number={number}] must be an integer'''
    raise TypeError(UpperCAmelCase      )
  if number < 0:
    return False
  UpperCAmelCase	:							List[str]						=			number * number
  while number > 0:
    if number % 10 != number_square % 10:
      return False
    number //= 10
    number_square //= 10
  return True


if __name__ == "__main__":
     import doctest

     doctest.testmod()





