卡夫卡和Spark-Streaming之間存在一個問題,我在生產中有低級別的流量(大約12000-15000記錄/每秒)服務,起初消費流量看起來很正常,但是在10-15分鐘後,突然消耗了將近1/10的速度。這可能是網絡的流量問題?卡夫卡卡夫卡消費者的缺失記錄
配置:
num.network.threads = 2個
num.io.threads = 8個
socket.send.buffer.bytes = 1048576
socket.receive.buffer.bytes = 1048576
socket.request.max.bytes = 104857600個
log.flush.interval.messages = 10000個
log.flush.interval.ms = 1000
log.retention.hours = 12
log.segm ent.bytes = 536870912
log.retention.check.interval.ms = 60000
log.cleaner.enable =假
log.cleanup.interval.mins =火花流的1
配置(消費):
....
val kafkaParams = Map(
"zookeeper.connect" -> zkQuorum,
"group.id" -> group,
"zookeeper.connection.timeout.ms" -> "1000000",
"zookeeper.sync.time.ms" -> "200",
"fetch.message.max.bytes" -> "2097152000",
"queued.max.message.chunks" -> "1000",
"auto.commit.enable" -> "true",
"auto.commit.interval.ms" -> "1000")
try {
KafkaUtils.createStream[String, String, StringDecoder, StringDecoder](
ssc, kafkaParams, topics.map((_, partition)).toMap,
StorageLevel.MEMORY_ONLY).map {
case (key, value) => convertTo(key, value)
}.filter {
_ != null
}.foreachRDD(line => saveToHBase(line, INPUT_TABLE))
//}.foreachRDD(line => logger.info("handling testing....."+ line))
} catch {
case e: Exception => logger.error("consumerEx: " + e.printStackTrace)
}