 Kini awọn ẹya akọkọ ti Apache Spark da lori paragirafi naa?Context:Apache Spark nilo oluṣakoso iṣupọ ati eto ibi ipamọ pinpin. Fun iṣakoso iṣupọ, Spark ṣe atilẹyin iduroṣinṣin awọn iṣupọ Spark abinibi, nibi ti o ti le ṣe ifilọlẹ iṣupọ boya pẹlu ọwọ tabi lo awọn iwe afọwọkọ ifilọlẹ ti a pese nipasẹ package fifi sori ẹrọ. O tun ṣee ṣe lati ṣiṣe awọn daemons wọnyi lori ẹrọ kan fun idanwo, Hadoop YARN, Apache Mesos tabi Kubernetes. Fun ibi ipamọ pinpin, Spark le ṣe asopọ pẹlu ọpọlọpọ awọn oriṣiriṣi, pẹlu Alluxio, Hadoop Distributed File System HDFS, MapR File System MapR-FS, Cassandra, OpenStack Swift, Amazon S3, Kudu, Lustre file system, tabi ojutu aṣa le ṣee ṣe. Spark tun ṣe atilẹyin ipo agbegbe ti a pin kaakiri, ti a lo nikan fun idagbasoke tabi awọn idi idanwo, nibiti a ko nilo ibi ipamọ pinpin ati pe eto faili agbegbe le ṣee lo dipo; ni iru oju iṣẹlẹ bẹẹ, Spark n ṣiṣẹ lori ẹrọ kan pẹlu olutọju kan fun ọkan CPU. : Da lori paragirafi naa, oluṣakoso iṣupọ ati ibi ipamọ pinpin jẹ awọn paati akọkọ meji ti Apache Spark. Fun oluṣakoso iṣupọ, Spark ṣe atilẹyin iṣupọ iduro, tabi Hadoop YARN, Apache Mesos, tabi Kubernetes. Fun ibi ipamọ, Spark ṣe atilẹyin awọn eto faili agbegbe fun idagbasoke ati idanwo, bakanna bi Hadoop File System, Cassandra, ati awọn ibi ipamọ awọsanma 