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Synchronizing HBase Data from Spark to CarbonData (Java)
Updated on 2024-10-23 GMT+08:00
Synchronizing HBase Data from Spark to CarbonData (Java)
The following is a Java example for Spark to synchronize HBase data to CarbonData.
The following code snippets are used as an example.
For complete code, see com.huawei.spark.examples.HBaseExternalHivetoCarbon.
public static void main(String[] args) throws Exception { spark = SparkSession.builder().appName("HBaseExternalHiveToCarbon").getOrCreate(); Timer timer = new Timer(); timer.schedule(new TimerTask() { public void run() { timeEnd = timeStart + TIMEWINDOW; queryTimeStart = transferDateToStr(timeStart); queryTimeEnd = transferDateToStr(timeEnd); //run delete logic cmdsb = new StringBuilder(); cmdsb.append("delete from ") .append(carbonTableName) .append(" where key in (select key from ") .append(externalHiveTableName) .append(" where modify_time>'") .append(queryTimeStart) .append("' and modify_time<'") .append(queryTimeEnd) .append("' and valid='0')"); spark.sql(cmdsb.toString()); //run insert logic cmdsb = new StringBuilder(); cmdsb.append("insert into ") .append(carbonTableName) .append(" select * from ") .append(externalHiveTableName) .append(" where modify_time>'") .append(queryTimeStart) .append("' and modify_time<'") .append(queryTimeEnd) .append("' and valid='1'"); spark.sql(cmdsb.toString()); timeStart = timeEnd; } }, TIMEWINDOW, TIMEWINDOW); }
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