我想将流数据插入hbase
;
这是我的代码:
val tableName = "streamingz"
val conf = HBaseConfiguration.create()
conf.addResource(new Path("file:///opt/cloudera/parcels/CDH-5.4.7-1.cdh5.4.7.p0.3/etc/hbase/conf.dist/hbase-site.xml"))
conf.set(TableInputFormat.INPUT_TABLE, tableName)
val admin = new HBaseAdmin(conf)
if (!admin.isTableAvailable(tableName)) {
print("-----------------------------------------------------------------------------------------------------------")
val tableDesc = new HTableDescriptor(tableName)
tableDesc.addFamily(new HColumnDescriptor("z1".getBytes()))
tableDesc.addFamily(new HColumnDescriptor("z2".getBytes()))
admin.createTable(tableDesc)
} else {
print("Table already exists!!--------------------------------------------------------------------------------------")
}
val ssc = new StreamingContext(sc, Seconds(10))
val topicSet = Set("fluxAstellia")
val kafkaParams = Map[String, String]("metadata.broker.list" - > "10.32.201.90:9092")
val stream = KafkaUtils.createDirectStream[String, String, StringDecoder, StringDecoder](ssc, kafkaParams, topicSet)
val lines = stream.map(_._2).map(_.split(" ", -1)).foreachRDD(rdd => {
if (!rdd.partitions.isEmpty) {
val myTable = new HTable(conf, tableName)
rdd.map(rec => {
var put = new Put(rec._1.getBytes)
put.add("z1".getBytes(), "name".getBytes(), Bytes.toBytes(rec._2))
myTable.put(put)
}).saveAsNewAPIHadoopDataset(conf)
myTable.flushCommits()
} else {
println("rdd is empty")
}
})
ssc.start()
ssc.awaitTermination()
}
}
我收到了这个错误:
:66: error: value _1 is not a member of Array[String]
var put = new Put(rec._1.getBytes)
我是初学者,所以我怎么能解决这个错误,我有一个问题:
确切地创建表;在流媒体流程之外还是在里面?
谢谢
答案 0 :(得分:0)
您的错误基本上在线var put = new Put(rec._1.getBytes)
您只能在Map上调用_n(_1表示键,_2表示值)或元组
rec
是一个字符串数组,通过空格字符拆分流中的字符串。如果您在第一个元素之后,则将其写为var put = new Put(rec(0).getBytes)
。同样在下一行中,您将其写为put.add("z1".getBytes(), "name".getBytes(), Bytes.toBytes(rec(1)))