 apachi spark ‌ loo upayoginchadaaniki prothsahinchina addhatini text nundi sangrahinchandi .
 apachi spark dani nirmaana punaadini sthithisthaapakamgaa pampinhii cheyabadina dataset  (RDD) loo kaligi Pali ,  idi machine ‌ l cluster ‌ loo pampinhii cheyabadina deetaa item ‌ l yokka reed - onlee multicet ,  idi tappulanu tattukunae vidhamgaa nirvahinchabaduthundi .  dataframe  API RDD  piena sangrahamgaa vidudhala cheyabadindhi ,  dani tarwata dataset  API. Spark 1.x loo , RDD  anede praadhimika aplication prograaming inter ‌ phas  (API),  conei spark  2.x  natiki  RDD API  nilipiveyabadanappatiki dataset  API  yokka upyogam prothsahinchabadutundi . RDD  saanketikata ippatikee dataset  API ki aadhaaram .
 dataset  API