【发布时间】:2016-08-18 19:49:30
【问题描述】:
hbase客户端批量数据时出错。一开始还可以。过一段时间就错了!详细的错误是:
: 1 次,org.apache.hadoop.hbase.exceptions.FailedSanityCheckException: 请求的行超出了 HRegion idcard 上的 doMiniBatchMutation 的范围,bfef6945ac273d83\x00\x00\x00\x00\x00\x17\xCC$,1461584032622.dadb8843fe441dac4a3d4d76 ., startKey='bfef6945ac273d83\x00\x00\x00\x00\x00\x17\xCC$', getEndKey()='', row='9a6ec957205e1d74\x00\x00\x00\x00\x01\x90\x1F\xF5 ' 在 org.apache.hadoop.hbase.regionserver.RSRpcServices.doBatchOp(RSRpcServices.java:712) 在 org.apache.hadoop.hbase.regionserver.RSRpcServices.doNonAtomicRegionMutation(RSRpcServices.java:662) 在 org.apache.hadoop.hbase.regionserver.RSRpcServices.multi(RSRpcServices.java:2046) 在 org.apache.hadoop.hbase.protobuf.generated.ClientProtos$ClientService$2.callBlockingMethod(ClientProtos.java:32393) 在 org.apache.hadoop.hbase.ipc.RpcServer.call(RpcServer.java:2117) 在 org.apache.hadoop.hbase.ipc.CallRunner.run(CallRunner.java:104) 在 org.apache.hadoop.hbase.ipc.RpcExecutor.consumerLoop(RpcExecutor.java:133) 在 org.apache.hadoop.hbase.ipc.RpcExecutor$1.run(RpcExecutor.java:108) 在 java.lang.Thread.run(Thread.java:745)
环境是:
- hbase hbase-1.1.3
- hadoop2.6
- hbase-client 1.2.0
hbase客户端的代码是:
public static void batchPutData(Connection connection, long startNum, long count) throws IOException, ParseException{
//table
Table table = connection.getTable(TableName.valueOf(TABLE_NAME));
//index table
Table index_table = connection.getTable(TableName.valueOf(INDEX_TABLE_NAME));
//random name
RandomChineseName randomChineseName = new RandomChineseName();
//random car
RandomCar randomCar = new RandomCar();
List<Put> puts = new ArrayList<Put>();
List<Put> indexPlateputs = new ArrayList<Put>();
for(long i = 0; i < count; i++){
long index = startNum+i;
Date birthdate = RandomUtils.randomDate();
String birthdateStr = DateUtil.dateToStr(birthdate, "yyyy-MM-dd");
boolean isBoy = i%2==0?true:false;
String name = isBoy?randomChineseName.randomBoyName():randomChineseName.randomGirlName();
String nation = RandomUtils.randomNation();
String plate = randomCar.randomPlate();
byte[] idbuff = Bytes.toBytes(index);
String hashPrefix = MD5Hash.getMD5AsHex(idbuff).substring(0, 16);
//create a put for table
Put put = new Put(Bytes.add(Bytes.toBytes(hashPrefix), idbuff));
put.addColumn(Bytes.toBytes("idcard"), Bytes.toBytes("name"), Bytes.toBytes(name));
put.addColumn(Bytes.toBytes("idcard"), Bytes.toBytes("sex"), Bytes.toBytes(isBoy?1:0));
put.addColumn(Bytes.toBytes("idcard"), Bytes.toBytes("birthdate"), Bytes.toBytes(birthdateStr));
put.addColumn(Bytes.toBytes("idcard"), Bytes.toBytes("nation"), Bytes.toBytes(nation));
put.addColumn(Bytes.toBytes("idcard"), Bytes.toBytes("plate"), Bytes.toBytes(plate));
puts.add(put);
//create a put for index table
String namehashPrefix = MD5Hash.getMD5AsHex(Bytes.toBytes(name)).substring(0, 16);
byte[] bprf = Bytes.add(Bytes.toBytes(namehashPrefix), Bytes.toBytes(name));
bprf = Bytes.add(bprf, Bytes.toBytes(SPLIT), Bytes.toBytes(birthdateStr));
Put namePut = new Put(Bytes.add(bprf, Bytes.toBytes(SPLIT), Bytes.toBytes(index)));
namePut.addColumn(Bytes.toBytes("index"), Bytes.toBytes("idcard"), Bytes.toBytes(0));
indexPlateputs.add(namePut);
//insert for every ten thousands
if(i%10000 == 0){
table.put(puts);
index_table.put(indexPlateputs);
puts.clear();
indexPlateputs.clear();
}
}
}
【问题讨论】:
-
你尝试了什么?产生此错误的代码是什么?
-
我通过 hbase 的客户端每 1 万次批量插入数据。