java - Hbase批量获取和SocketTimeoutException

Question

我使用 java，我想像这样进行批处理

final List<Get> gets = uids.stream()
                .map(uid -> new Get(toBytes(uid)))
                .collect(Collectors.toList());

Configuration configuration = HBaseConfiguration.create();

conf.set("hbase.zookeeper.quorum", quorum);
conf.set("hbase.zookeeper.property.clientPort", properties.getString("HBASE_CONFIGURATION_ZOOKEEPER_CLIENTPORT"));
conf.set("zookeeper.znode.parent", properties.getString("HBASE_CONFIGURATION_ZOOKEEPER_ZNODE_PARENT"));

HTable table = new HTable(configuration, tableName);
return table.get(gets);

当获取列表有10K时获取一切正常。

当我尝试在一批中获取 100K 时，出现异常:

java.lang.RuntimeException: org.apache.hadoop.hbase.client.RetriesExhaustedWithDetailsException: Failed 100000 actions: SocketTimeoutException: 100000 times, 
Caused by: org.apache.hadoop.hbase.client.RetriesExhaustedWithDetailsException: Failed 100000 actions: SocketTimeoutException: 100000 times, 
        at org.apache.hadoop.hbase.client.AsyncProcess$BatchErrors.makeException(AsyncProcess.java:203) ~[hbase-query-layer-r575958b.jar:?]
        at org.apache.hadoop.hbase.client.AsyncProcess$BatchErrors.access$500(AsyncProcess.java:187) ~[hbase-query-layer-r575958b.jar:?]
        at org.apache.hadoop.hbase.client.AsyncProcess.getErrors(AsyncProcess.java:922) ~[hbase-query-layer-r575958b.jar:?]
        at org.apache.hadoop.hbase.client.HConnectionManager$HConnectionImplementation.processBatchCallback(HConnectionManager.java:2402) ~[hbase-query-layer-r575958b.jar:?]
        at org.apache.hadoop.hbase.client.HTable.batchCallback(HTable.java:868) ~[hbase-query-layer-r575958b.jar:?]
        at org.apache.hadoop.hbase.client.HTable.batchCallback(HTable.java:883) ~[hbase-query-layer-r575958b.jar:?]
        at org.apache.hadoop.hbase.client.HTable.batch(HTable.java:858) ~[hbase-query-layer-r575958b.jar:?]
        at org.apache.hadoop.hbase.client.HTable.get(HTable.java:825) ~[hbase-query-layer-r575958b.jar:?]
        at hbase_query_layer.hbase.HbaseConnector.get(HbaseConnector.java:89) ~[hbase-query-layer-r575958b.jar:?]
        ... 15 more

怎么了？

此外，我看到(在 Web 界面中)对区域服务器(存储表的位置)的请求增长(批量大小为 100K，几分钟后我看到请求计数为 700K 并且仍在增长，但只有我的客户写某事到这张表)。

此外，我在 hbase-hbase-regionserver.out 中看到了关于 hbase regionserver

Exception in thread "RpcServer.handler=25,port=60020" java.lang.StackOverflowError
        at org.apache.hadoop.hbase.CellUtil$1.advance(CellUtil.java:203)
        at org.apache.hadoop.hbase.CellUtil$1.advance(CellUtil.java:203)

如何解决？

Answer 1

我发现问题:https://issues.apache.org/jira/browse/HBASE-11813

不幸的是，我有 HBase 版本 0.98.0.2.1.1.0-385-hadoop2，所以我需要创建如下 block :

final List<List<Increment>> batchesToExecute = chopped(increments, conf.getBatchIncrementSize());


static <T> List<List<T>> chopped(List<T> list, final int L) {
    List<List<T>> parts = new ArrayList<>();
    final int N = list.size();
    for (int i = 0; i < N; i += L) {
        parts.add(new ArrayList<>(list.subList(i, Math.min(N, i + L))));
    }
    return parts;
}