我最近在kubernetes集群中将我的Apache Flink升级到1.11版,但是今天我发现一个任务检查点总是失败。该任务从RabbitMQ读取数据并计算结果并调用HTTP请求以将数据保存到MySQL,这是taskmanager错误日志输出:
2020-08-21 15:53:28
org.apache.flink.util.FlinkRuntimeException: Exceeded checkpoint tolerable failure threshold.
at org.apache.flink.runtime.checkpoint.CheckpointFailureManager.handleJobLevelCheckpointException(CheckpointFailureManager.java:66)
at org.apache.flink.runtime.checkpoint.CheckpointCoordinator.abortPendingCheckpoint(CheckpointCoordinator.java:1626)
at org.apache.flink.runtime.checkpoint.CheckpointCoordinator.abortPendingCheckpoint(CheckpointCoordinator.java:1603)
at org.apache.flink.runtime.checkpoint.CheckpointCoordinator.access$600(CheckpointCoordinator.java:90)
at org.apache.flink.runtime.checkpoint.CheckpointCoordinator$CheckpointCanceller.run(CheckpointCoordinator.java:1736)
at java.util.concurrent.Executors$RunnableAdapter.call(Executors.java:511)
at java.util.concurrent.FutureTask.run(FutureTask.java:266)
at java.util.concurrent.ScheduledThreadPoolExecutor$ScheduledFutureTask.access$201(ScheduledThreadPoolExecutor.java:180)
at java.util.concurrent.ScheduledThreadPoolExecutor$ScheduledFutureTask.run(ScheduledThreadPoolExecutor.java:293)
at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1149)
at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)
at java.lang.Thread.run(Thread.java:748)
这是Apache Flink UI错误消息:
Failure Message: Checkpoint expired before completing.
作业总是会在一段时间内重新启动。我有2个任务,另一个任务检查点保持成功。那么问题出在哪里,我应该怎么解决呢?
这是我的flink配置:
public static void initEnv(StreamExecutionEnvironment env) {
env.setParallelism(1);
env.enableCheckpointing(10000);
env.getCheckpointConfig().setCheckpointingMode(CheckpointingMode.EXACTLY_ONCE);
env.getCheckpointConfig().setMinPauseBetweenCheckpoints(1000);
env.getCheckpointConfig().setCheckpointTimeout(10000);
env.getCheckpointConfig().setMaxConcurrentCheckpoints(1);
env.setStreamTimeCharacteristic(TimeCharacteristic.EventTime);
env.getCheckpointConfig().enableExternalizedCheckpoints(CheckpointConfig.ExternalizedCheckpointCleanup.RETAIN_ON_CANCELLATION);
StateBackend stateBackend = new FsStateBackend("file:///opt/flink/data");
env.setStateBackend(stateBackend);
}
尝试增加检查点的超时时间:
public static void initEnv(StreamExecutionEnvironment env) {
env.setParallelism(1);
env.enableCheckpointing(120000);
env.getCheckpointConfig().setCheckpointingMode(CheckpointingMode.EXACTLY_ONCE);
env.getCheckpointConfig().setMinPauseBetweenCheckpoints(1000);
env.getCheckpointConfig().setCheckpointTimeout(120000);
env.getCheckpointConfig().setMaxConcurrentCheckpoints(1);
env.setStreamTimeCharacteristic(TimeCharacteristic.EventTime);
env.getCheckpointConfig().enableExternalizedCheckpoints(CheckpointConfig.ExternalizedCheckpointCleanup.RETAIN_ON_CANCELLATION);
StateBackend stateBackend = new FsStateBackend("file:///opt/flink/data");
env.setStateBackend(stateBackend);
}
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