Ndezvipi zvikamu zvikuru zveApache Spark zvichienderana nendima?
Context:Apache Spark inoda maneja wekirabhu uye yakagoverwa yekuchengetedza system. Nokuda cluster utariri, Spark inotsigira akazvimirira (chizvarwa Spark tsapo, apo unogona kutanga tsapo kana manually kana kushandisa kanda Scripts inopiwa kugadzwa pasuru. Zvinobvirawo kumhanyisa madhemoni aya pamushini mumwe chete kuti aongororwe), Hadoop YARN, Apache Mesos kana Kubernetes. For vakaparadzira okuchengetera, Spark anogona inowanikwa pamwe siyana, kusanganisira Alluxio, Hadoop Distributed File System (HDFS), MapR File System (MapR-FS), Cassandra, OpenStack Swift, Amazon S3, Kudu, Lustre faira hurongwa, kana tsika mhinduro inogona chinozoiswa. Spark inotsigirawo pseudo-yakaparadzirwa yemuno modhi, inowanzo shandiswa chete kuvandudza kana kuyedza zvinangwa, uko kwakaparadzirwa kuchengetedza kusingadiwe uye iyo yemuno faira system inogona kushandiswa panzvimbo; mune yakadaro mamiriro, Spark inomhanya pamushini mumwe chete neumwe muiti weCPU musimboti.
Zvichibva mundima, maneja weboka uye nzvimbo yekuchengetera yakaparadzirwa ndizvo zvinhu zviviri zvikuru zveApache Spark. Nokuda cluster maneja, Spark inotsigira akazvimirira cluster, kana Hadoop YARN, Apache Mesos, kana Kubernetes. Nokuda kwekuchengetedza, Spark inotsigira mafaira emunharaunda ekuvandudza nekuedza, pamwe neHadoop File System, Cassandra, uye cloud storage