Kubva mundima yakapihwa, bvisa vatengi vanotsigirwa neSpark kutenderera. Vaparadzanise nekoma.
Context:Spark Streaming inoshandisa Spark Core kukurumidza kuronga kugona kuita kuyerera analytics. Inopinza mashoko mumaduku maduku uye inoita kushandurwa kweRDD pamaduku maduku iwayo e data. Iyi dhizaini inogonesa iyo imwecheteyo seti yekodhi yekushandisa yakanyorerwa batch analytics kuti ishandiswe mukuyerera analytics, nekudaro ichikurudzira nyore kuitiswa kwe lambda dhizaini. Zvisinei, iyi nyaradzo inouya nechirango chekunonoka kwakaenzana ne mini-batch nguva. Mamwe enjini dzekuyerera kwedata dzinobata chiitiko nechinoitika pane kuita zvidiki zvidiki zvinosanganisira Storm uye chikamu chekuyerera cheFlink. Spark Streaming ine rutsigiro rwakavakirwa mukudya kubva kuKafka, Flume, Twitter, ZeroMQ, Kinesis, uye TCP / IP zvigadziko.  MuSpark 2.x, tekinoroji yakasarudzika yakavakirwa paDatasets, inonzi Structured Streaming, iyo ine yakakwira-chikamu interface inopihwawo kutsigira kuyerera.  Spark inogona kuiswa munzvimbo yechinyakare yedata nzvimbo pamwe chete negore.
Kafka, Flume, Twitter, ZeroMQ, Kinesis, TCP/IP zvigadziko