Checkpoint takes long with FlinkKafkaConsumer
Locked
Checkpoint takes long with FlinkKafkaConsumer
 
|
Hello,
I am running Flink job which reads topics from Kafka and write results to Redis. I use FsStatebackend with HDFS. I noticed that taking checkpoint takes serveral minutes and sometimes expires. --- 2016-06-14 17:25:40,734 INFO org.apache.flink.runtime.checkpoint.CheckpointCoordinator - Completed checkpoint 1456 (in 257956 ms) 2016-06-14 17:25:40,735 INFO org.apache.flink.runtime.checkpoint.CheckpointCoordinator - Triggering checkpoint 1457 @ 1465892740734 2016-06-14 17:35:40,735 INFO org.apache.flink.runtime.checkpoint.CheckpointCoordinator - Checkpoint 1457 expired before completing. 2016-06-14 17:35:40,736 INFO org.apache.flink.runtime.checkpoint.CheckpointCoordinator - Triggering checkpoint 1458 @ 1465893340735 2016-06-14 17:45:40,736 INFO org.apache.flink.runtime.checkpoint.CheckpointCoordinator - Checkpoint 1458 expired before completing. 2016-06-14 17:45:40,737 INFO org.apache.flink.runtime.checkpoint.CheckpointCoordinator - Triggering checkpoint 1459 @ 1465893940736 2016-06-14 17:55:40,738 INFO org.apache.flink.runtime.checkpoint.CheckpointCoordinator - Checkpoint 1459 expired before completing. 2016-06-14 17:55:40,739 INFO org.apache.flink.runtime.checkpoint.CheckpointCoordinator - Triggering checkpoint 1460 @ 1465894540738 --- According to WebUI, checkpoint size is just 1MB. Why checkpointing takes so long? I took jstack during checkpointing. It looks that checkpointing thread is blocked in commitOffsets. ---- "Async calls on Source: Custom Source -> Flat Map (2/3)" daemon prio=10 tid=0x00007f2b14010800 nid=0x1b89a waiting for monitor entry [0x00007f2b3ddfc000] java.lang.Thread.State: BLOCKED (on object monitor) at org.apache.flink.streaming.connectors.kafka.FlinkKafkaConsumer09.commitOffsets(FlinkKafkaConsumer09.java:392) - waiting to lock <0x0000000659111b58> (a org.apache.kafka.clients.consumer.KafkaConsumer) at org.apache.flink.streaming.connectors.kafka.FlinkKafkaConsumerBase.notifyCheckpointComplete(FlinkKafkaConsumerBase.java:169) at org.apache.flink.streaming.api.operators.AbstractUdfStreamOperator.notifyOfCompletedCheckpoint(AbstractUdfStreamOperator.java:179) at org.apache.flink.streaming.runtime.tasks.StreamTask.notifyCheckpointComplete(StreamTask.java:596) - locked <0x0000000659111cc8> (a java.lang.Object) at org.apache.flink.runtime.taskmanager.Task$3.run(Task.java:945) at java.util.concurrent.Executors$RunnableAdapter.call(Executors.java:471) at java.util.concurrent.FutureTask.run(FutureTask.java:262) at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1145) at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:615) at java.lang.Thread.run(Thread.java:745) --- Blocker is this. --- "Thread-9" daemon prio=10 tid=0x00007f2b2440d000 nid=0x1b838 runnable [0x00007f2b3dbfa000] java.lang.Thread.State: RUNNABLE at sun.nio.ch.EPollArrayWrapper.epollWait(Native Method) at sun.nio.ch.EPollArrayWrapper.poll(EPollArrayWrapper.java:269) at sun.nio.ch.EPollSelectorImpl.doSelect(EPollSelectorImpl.java:79) at sun.nio.ch.SelectorImpl.lockAndDoSelect(SelectorImpl.java:87) - locked <0x0000000659457dc8> (a sun.nio.ch.Util$2) - locked <0x0000000659457db8> (a java.util.Collections$UnmodifiableSet) - locked <0x0000000659457108> (a sun.nio.ch.EPollSelectorImpl) at sun.nio.ch.SelectorImpl.select(SelectorImpl.java:98) at org.apache.kafka.common.network.Selector.select(Selector.java:425) at org.apache.kafka.common.network.Selector.poll(Selector.java:254) at org.apache.kafka.clients.NetworkClient.poll(NetworkClient.java:256) at org.apache.kafka.clients.consumer.internals.ConsumerNetworkClient.clientPoll(ConsumerNetworkClient.java:320) at org.apache.kafka.clients.consumer.internals.ConsumerNetworkClient.poll(ConsumerNetworkClient.java:213) at org.apache.kafka.clients.consumer.internals.ConsumerNetworkClient.poll(ConsumerNetworkClient.java:193) at org.apache.kafka.clients.consumer.KafkaConsumer.pollOnce(KafkaConsumer.java:908) at org.apache.kafka.clients.consumer.KafkaConsumer.poll(KafkaConsumer.java:853) at org.apache.flink.streaming.connectors.kafka.FlinkKafkaConsumer09$ConsumerThread.run(FlinkKafkaConsumer09.java:449) - locked <0x0000000659111b58> (a org.apache.kafka.clients.consumer.KafkaConsumer) --- If someone could advise me of the cause or the way to investigate further, that would be appreciated. Thanks, Hironori |
Re: Checkpoint takes long with FlinkKafkaConsumer
|
|
Hello Hironori,
Are you using the latest Flink version? There were some changes in the FlinkConsumer in the latest releases. Thanks, Kostas > On Jun 14, 2016, at 11:52 AM, Hironori Ogibayashi <[hidden email]> wrote: > > Hello, > > I am running Flink job which reads topics from Kafka and write results > to Redis. I use FsStatebackend with HDFS. > > I noticed that taking checkpoint takes serveral minutes and sometimes expires. > --- > 2016-06-14 17:25:40,734 INFO > org.apache.flink.runtime.checkpoint.CheckpointCoordinator - > Completed checkpoint 1456 (in 257956 ms) > 2016-06-14 17:25:40,735 INFO > org.apache.flink.runtime.checkpoint.CheckpointCoordinator - > Triggering checkpoint 1457 @ 1465892740734 > 2016-06-14 17:35:40,735 INFO > org.apache.flink.runtime.checkpoint.CheckpointCoordinator - > Checkpoint 1457 expired before completing. > 2016-06-14 17:35:40,736 INFO > org.apache.flink.runtime.checkpoint.CheckpointCoordinator - > Triggering checkpoint 1458 @ 1465893340735 > 2016-06-14 17:45:40,736 INFO > org.apache.flink.runtime.checkpoint.CheckpointCoordinator - > Checkpoint 1458 expired before completing. > 2016-06-14 17:45:40,737 INFO > org.apache.flink.runtime.checkpoint.CheckpointCoordinator - > Triggering checkpoint 1459 @ 1465893940736 > 2016-06-14 17:55:40,738 INFO > org.apache.flink.runtime.checkpoint.CheckpointCoordinator - > Checkpoint 1459 expired before completing. > 2016-06-14 17:55:40,739 INFO > org.apache.flink.runtime.checkpoint.CheckpointCoordinator - > Triggering checkpoint 1460 @ 1465894540738 > --- > > According to WebUI, checkpoint size is just 1MB. Why checkpointing > takes so long? > > I took jstack during checkpointing. It looks that checkpointing thread > is blocked in commitOffsets. > > ---- > "Async calls on Source: Custom Source -> Flat Map (2/3)" daemon > prio=10 tid=0x00007f2b14010800 nid=0x1b89a waiting for monitor entry > [0x00007f2b3ddfc000] > java.lang.Thread.State: BLOCKED (on object monitor) > at org.apache.flink.streaming.connectors.kafka.FlinkKafkaConsumer09.commitOffsets(FlinkKafkaConsumer09.java:392) > - waiting to lock <0x0000000659111b58> (a > org.apache.kafka.clients.consumer.KafkaConsumer) > at org.apache.flink.streaming.connectors.kafka.FlinkKafkaConsumerBase.notifyCheckpointComplete(FlinkKafkaConsumerBase.java:169) > at org.apache.flink.streaming.api.operators.AbstractUdfStreamOperator.notifyOfCompletedCheckpoint(AbstractUdfStreamOperator.java:179) > at org.apache.flink.streaming.runtime.tasks.StreamTask.notifyCheckpointComplete(StreamTask.java:596) > - locked <0x0000000659111cc8> (a java.lang.Object) > at org.apache.flink.runtime.taskmanager.Task$3.run(Task.java:945) > at java.util.concurrent.Executors$RunnableAdapter.call(Executors.java:471) > at java.util.concurrent.FutureTask.run(FutureTask.java:262) > at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1145) > at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:615) > at java.lang.Thread.run(Thread.java:745) > --- > > Blocker is this. > > --- > "Thread-9" daemon prio=10 tid=0x00007f2b2440d000 nid=0x1b838 runnable > [0x00007f2b3dbfa000] > java.lang.Thread.State: RUNNABLE > at sun.nio.ch.EPollArrayWrapper.epollWait(Native Method) > at sun.nio.ch.EPollArrayWrapper.poll(EPollArrayWrapper.java:269) > at sun.nio.ch.EPollSelectorImpl.doSelect(EPollSelectorImpl.java:79) > at sun.nio.ch.SelectorImpl.lockAndDoSelect(SelectorImpl.java:87) > - locked <0x0000000659457dc8> (a sun.nio.ch.Util$2) > - locked <0x0000000659457db8> (a java.util.Collections$UnmodifiableSet) > - locked <0x0000000659457108> (a sun.nio.ch.EPollSelectorImpl) > at sun.nio.ch.SelectorImpl.select(SelectorImpl.java:98) > at org.apache.kafka.common.network.Selector.select(Selector.java:425) > at org.apache.kafka.common.network.Selector.poll(Selector.java:254) > at org.apache.kafka.clients.NetworkClient.poll(NetworkClient.java:256) > at org.apache.kafka.clients.consumer.internals.ConsumerNetworkClient.clientPoll(ConsumerNetworkClient.java:320) > at org.apache.kafka.clients.consumer.internals.ConsumerNetworkClient.poll(ConsumerNetworkClient.java:213) > at org.apache.kafka.clients.consumer.internals.ConsumerNetworkClient.poll(ConsumerNetworkClient.java:193) > at org.apache.kafka.clients.consumer.KafkaConsumer.pollOnce(KafkaConsumer.java:908) > at org.apache.kafka.clients.consumer.KafkaConsumer.poll(KafkaConsumer.java:853) > at org.apache.flink.streaming.connectors.kafka.FlinkKafkaConsumer09$ConsumerThread.run(FlinkKafkaConsumer09.java:449) > - locked <0x0000000659111b58> (a > org.apache.kafka.clients.consumer.KafkaConsumer) > --- > > If someone could advise me of the cause or the way to investigate > further, that would be appreciated. > > Thanks, > Hironori |
Re: Checkpoint takes long with FlinkKafkaConsumer
|
|
Kostas,
Thank you for your response. Yes, I am using latest Flink, which is 1.0.3. Thanks, Hironori 2016-06-14 19:02 GMT+09:00 Kostas Kloudas <[hidden email]>: > Hello Hironori, > > Are you using the latest Flink version? > There were some changes in the FlinkConsumer in the latest releases. > > Thanks, > Kostas > >> On Jun 14, 2016, at 11:52 AM, Hironori Ogibayashi <[hidden email]> wrote: >> >> Hello, >> >> I am running Flink job which reads topics from Kafka and write results >> to Redis. I use FsStatebackend with HDFS. >> >> I noticed that taking checkpoint takes serveral minutes and sometimes expires. >> --- >> 2016-06-14 17:25:40,734 INFO >> org.apache.flink.runtime.checkpoint.CheckpointCoordinator - >> Completed checkpoint 1456 (in 257956 ms) >> 2016-06-14 17:25:40,735 INFO >> org.apache.flink.runtime.checkpoint.CheckpointCoordinator - >> Triggering checkpoint 1457 @ 1465892740734 >> 2016-06-14 17:35:40,735 INFO >> org.apache.flink.runtime.checkpoint.CheckpointCoordinator - >> Checkpoint 1457 expired before completing. >> 2016-06-14 17:35:40,736 INFO >> org.apache.flink.runtime.checkpoint.CheckpointCoordinator - >> Triggering checkpoint 1458 @ 1465893340735 >> 2016-06-14 17:45:40,736 INFO >> org.apache.flink.runtime.checkpoint.CheckpointCoordinator - >> Checkpoint 1458 expired before completing. >> 2016-06-14 17:45:40,737 INFO >> org.apache.flink.runtime.checkpoint.CheckpointCoordinator - >> Triggering checkpoint 1459 @ 1465893940736 >> 2016-06-14 17:55:40,738 INFO >> org.apache.flink.runtime.checkpoint.CheckpointCoordinator - >> Checkpoint 1459 expired before completing. >> 2016-06-14 17:55:40,739 INFO >> org.apache.flink.runtime.checkpoint.CheckpointCoordinator - >> Triggering checkpoint 1460 @ 1465894540738 >> --- >> >> According to WebUI, checkpoint size is just 1MB. Why checkpointing >> takes so long? >> >> I took jstack during checkpointing. It looks that checkpointing thread >> is blocked in commitOffsets. >> >> ---- >> "Async calls on Source: Custom Source -> Flat Map (2/3)" daemon >> prio=10 tid=0x00007f2b14010800 nid=0x1b89a waiting for monitor entry >> [0x00007f2b3ddfc000] >> java.lang.Thread.State: BLOCKED (on object monitor) >> at org.apache.flink.streaming.connectors.kafka.FlinkKafkaConsumer09.commitOffsets(FlinkKafkaConsumer09.java:392) >> - waiting to lock <0x0000000659111b58> (a >> org.apache.kafka.clients.consumer.KafkaConsumer) >> at org.apache.flink.streaming.connectors.kafka.FlinkKafkaConsumerBase.notifyCheckpointComplete(FlinkKafkaConsumerBase.java:169) >> at org.apache.flink.streaming.api.operators.AbstractUdfStreamOperator.notifyOfCompletedCheckpoint(AbstractUdfStreamOperator.java:179) >> at org.apache.flink.streaming.runtime.tasks.StreamTask.notifyCheckpointComplete(StreamTask.java:596) >> - locked <0x0000000659111cc8> (a java.lang.Object) >> at org.apache.flink.runtime.taskmanager.Task$3.run(Task.java:945) >> at java.util.concurrent.Executors$RunnableAdapter.call(Executors.java:471) >> at java.util.concurrent.FutureTask.run(FutureTask.java:262) >> at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1145) >> at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:615) >> at java.lang.Thread.run(Thread.java:745) >> --- >> >> Blocker is this. >> >> --- >> "Thread-9" daemon prio=10 tid=0x00007f2b2440d000 nid=0x1b838 runnable >> [0x00007f2b3dbfa000] >> java.lang.Thread.State: RUNNABLE >> at sun.nio.ch.EPollArrayWrapper.epollWait(Native Method) >> at sun.nio.ch.EPollArrayWrapper.poll(EPollArrayWrapper.java:269) >> at sun.nio.ch.EPollSelectorImpl.doSelect(EPollSelectorImpl.java:79) >> at sun.nio.ch.SelectorImpl.lockAndDoSelect(SelectorImpl.java:87) >> - locked <0x0000000659457dc8> (a sun.nio.ch.Util$2) >> - locked <0x0000000659457db8> (a java.util.Collections$UnmodifiableSet) >> - locked <0x0000000659457108> (a sun.nio.ch.EPollSelectorImpl) >> at sun.nio.ch.SelectorImpl.select(SelectorImpl.java:98) >> at org.apache.kafka.common.network.Selector.select(Selector.java:425) >> at org.apache.kafka.common.network.Selector.poll(Selector.java:254) >> at org.apache.kafka.clients.NetworkClient.poll(NetworkClient.java:256) >> at org.apache.kafka.clients.consumer.internals.ConsumerNetworkClient.clientPoll(ConsumerNetworkClient.java:320) >> at org.apache.kafka.clients.consumer.internals.ConsumerNetworkClient.poll(ConsumerNetworkClient.java:213) >> at org.apache.kafka.clients.consumer.internals.ConsumerNetworkClient.poll(ConsumerNetworkClient.java:193) >> at org.apache.kafka.clients.consumer.KafkaConsumer.pollOnce(KafkaConsumer.java:908) >> at org.apache.kafka.clients.consumer.KafkaConsumer.poll(KafkaConsumer.java:853) >> at org.apache.flink.streaming.connectors.kafka.FlinkKafkaConsumer09$ConsumerThread.run(FlinkKafkaConsumer09.java:449) >> - locked <0x0000000659111b58> (a >> org.apache.kafka.clients.consumer.KafkaConsumer) >> --- >> >> If someone could advise me of the cause or the way to investigate >> further, that would be appreciated. >> >> Thanks, >> Hironori > |
Re: Checkpoint takes long with FlinkKafkaConsumer
|
|
Hi Hironori,
Could you also provide the logs of the taskManager? As you described, it seems that the consumer is stuck in the polling loop, although Flink polls with a timeout. This would normally mean that periodically it should release the lock for the checkpoints to go through. The logs of the task manager can help at clarifying why this does not happen. Thanks, Kostas > On Jun 14, 2016, at 12:48 PM, Hironori Ogibayashi <[hidden email]> wrote: > > Kostas, > > Thank you for your response. > Yes, I am using latest Flink, which is 1.0.3. > > Thanks, > Hironori > > 2016-06-14 19:02 GMT+09:00 Kostas Kloudas <[hidden email]>: >> Hello Hironori, >> >> Are you using the latest Flink version? >> There were some changes in the FlinkConsumer in the latest releases. >> >> Thanks, >> Kostas >> >>> On Jun 14, 2016, at 11:52 AM, Hironori Ogibayashi <[hidden email]> wrote: >>> >>> Hello, >>> >>> I am running Flink job which reads topics from Kafka and write results >>> to Redis. I use FsStatebackend with HDFS. >>> >>> I noticed that taking checkpoint takes serveral minutes and sometimes expires. >>> --- >>> 2016-06-14 17:25:40,734 INFO >>> org.apache.flink.runtime.checkpoint.CheckpointCoordinator - >>> Completed checkpoint 1456 (in 257956 ms) >>> 2016-06-14 17:25:40,735 INFO >>> org.apache.flink.runtime.checkpoint.CheckpointCoordinator - >>> Triggering checkpoint 1457 @ 1465892740734 >>> 2016-06-14 17:35:40,735 INFO >>> org.apache.flink.runtime.checkpoint.CheckpointCoordinator - >>> Checkpoint 1457 expired before completing. >>> 2016-06-14 17:35:40,736 INFO >>> org.apache.flink.runtime.checkpoint.CheckpointCoordinator - >>> Triggering checkpoint 1458 @ 1465893340735 >>> 2016-06-14 17:45:40,736 INFO >>> org.apache.flink.runtime.checkpoint.CheckpointCoordinator - >>> Checkpoint 1458 expired before completing. >>> 2016-06-14 17:45:40,737 INFO >>> org.apache.flink.runtime.checkpoint.CheckpointCoordinator - >>> Triggering checkpoint 1459 @ 1465893940736 >>> 2016-06-14 17:55:40,738 INFO >>> org.apache.flink.runtime.checkpoint.CheckpointCoordinator - >>> Checkpoint 1459 expired before completing. >>> 2016-06-14 17:55:40,739 INFO >>> org.apache.flink.runtime.checkpoint.CheckpointCoordinator - >>> Triggering checkpoint 1460 @ 1465894540738 >>> --- >>> >>> According to WebUI, checkpoint size is just 1MB. Why checkpointing >>> takes so long? >>> >>> I took jstack during checkpointing. It looks that checkpointing thread >>> is blocked in commitOffsets. >>> >>> ---- >>> "Async calls on Source: Custom Source -> Flat Map (2/3)" daemon >>> prio=10 tid=0x00007f2b14010800 nid=0x1b89a waiting for monitor entry >>> [0x00007f2b3ddfc000] >>> java.lang.Thread.State: BLOCKED (on object monitor) >>> at org.apache.flink.streaming.connectors.kafka.FlinkKafkaConsumer09.commitOffsets(FlinkKafkaConsumer09.java:392) >>> - waiting to lock <0x0000000659111b58> (a >>> org.apache.kafka.clients.consumer.KafkaConsumer) >>> at org.apache.flink.streaming.connectors.kafka.FlinkKafkaConsumerBase.notifyCheckpointComplete(FlinkKafkaConsumerBase.java:169) >>> at org.apache.flink.streaming.api.operators.AbstractUdfStreamOperator.notifyOfCompletedCheckpoint(AbstractUdfStreamOperator.java:179) >>> at org.apache.flink.streaming.runtime.tasks.StreamTask.notifyCheckpointComplete(StreamTask.java:596) >>> - locked <0x0000000659111cc8> (a java.lang.Object) >>> at org.apache.flink.runtime.taskmanager.Task$3.run(Task.java:945) >>> at java.util.concurrent.Executors$RunnableAdapter.call(Executors.java:471) >>> at java.util.concurrent.FutureTask.run(FutureTask.java:262) >>> at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1145) >>> at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:615) >>> at java.lang.Thread.run(Thread.java:745) >>> --- >>> >>> Blocker is this. >>> >>> --- >>> "Thread-9" daemon prio=10 tid=0x00007f2b2440d000 nid=0x1b838 runnable >>> [0x00007f2b3dbfa000] >>> java.lang.Thread.State: RUNNABLE >>> at sun.nio.ch.EPollArrayWrapper.epollWait(Native Method) >>> at sun.nio.ch.EPollArrayWrapper.poll(EPollArrayWrapper.java:269) >>> at sun.nio.ch.EPollSelectorImpl.doSelect(EPollSelectorImpl.java:79) >>> at sun.nio.ch.SelectorImpl.lockAndDoSelect(SelectorImpl.java:87) >>> - locked <0x0000000659457dc8> (a sun.nio.ch.Util$2) >>> - locked <0x0000000659457db8> (a java.util.Collections$UnmodifiableSet) >>> - locked <0x0000000659457108> (a sun.nio.ch.EPollSelectorImpl) >>> at sun.nio.ch.SelectorImpl.select(SelectorImpl.java:98) >>> at org.apache.kafka.common.network.Selector.select(Selector.java:425) >>> at org.apache.kafka.common.network.Selector.poll(Selector.java:254) >>> at org.apache.kafka.clients.NetworkClient.poll(NetworkClient.java:256) >>> at org.apache.kafka.clients.consumer.internals.ConsumerNetworkClient.clientPoll(ConsumerNetworkClient.java:320) >>> at org.apache.kafka.clients.consumer.internals.ConsumerNetworkClient.poll(ConsumerNetworkClient.java:213) >>> at org.apache.kafka.clients.consumer.internals.ConsumerNetworkClient.poll(ConsumerNetworkClient.java:193) >>> at org.apache.kafka.clients.consumer.KafkaConsumer.pollOnce(KafkaConsumer.java:908) >>> at org.apache.kafka.clients.consumer.KafkaConsumer.poll(KafkaConsumer.java:853) >>> at org.apache.flink.streaming.connectors.kafka.FlinkKafkaConsumer09$ConsumerThread.run(FlinkKafkaConsumer09.java:449) >>> - locked <0x0000000659111b58> (a >>> org.apache.kafka.clients.consumer.KafkaConsumer) >>> --- >>> >>> If someone could advise me of the cause or the way to investigate >>> further, that would be appreciated. >>> >>> Thanks, >>> Hironori >> |
Re: Checkpoint takes long with FlinkKafkaConsumer
|
|
Kostas,
I have attached a log file from one of the taskManager. (The same host I executed jstack) I noticed that there are lots of "Marking the coordinator 2147482645 dead" message in the log. MyContinuousProcessingTimeTriggerGlobal in the log is my custom trigger which is based on ContinuousProcessingTimeTrigger but clean up windows when it received specific log records. Thanks, Hironori 2016-06-14 21:23 GMT+09:00 Kostas Kloudas <[hidden email]>: > Hi Hironori, > > Could you also provide the logs of the taskManager? > > As you described, it seems that the consumer is stuck in the polling loop, although Flink polls with > a timeout. This would normally mean that periodically it should release the lock for the checkpoints to go through. > > The logs of the task manager can help at clarifying why this does not happen. > > Thanks, > Kostas > >> On Jun 14, 2016, at 12:48 PM, Hironori Ogibayashi <[hidden email]> wrote: >> >> Kostas, >> >> Thank you for your response. >> Yes, I am using latest Flink, which is 1.0.3. >> >> Thanks, >> Hironori >> >> 2016-06-14 19:02 GMT+09:00 Kostas Kloudas <[hidden email]>: >>> Hello Hironori, >>> >>> Are you using the latest Flink version? >>> There were some changes in the FlinkConsumer in the latest releases. >>> >>> Thanks, >>> Kostas >>> >>>> On Jun 14, 2016, at 11:52 AM, Hironori Ogibayashi <[hidden email]> wrote: >>>> >>>> Hello, >>>> >>>> I am running Flink job which reads topics from Kafka and write results >>>> to Redis. I use FsStatebackend with HDFS. >>>> >>>> I noticed that taking checkpoint takes serveral minutes and sometimes expires. >>>> --- >>>> 2016-06-14 17:25:40,734 INFO >>>> org.apache.flink.runtime.checkpoint.CheckpointCoordinator - >>>> Completed checkpoint 1456 (in 257956 ms) >>>> 2016-06-14 17:25:40,735 INFO >>>> org.apache.flink.runtime.checkpoint.CheckpointCoordinator - >>>> Triggering checkpoint 1457 @ 1465892740734 >>>> 2016-06-14 17:35:40,735 INFO >>>> org.apache.flink.runtime.checkpoint.CheckpointCoordinator - >>>> Checkpoint 1457 expired before completing. >>>> 2016-06-14 17:35:40,736 INFO >>>> org.apache.flink.runtime.checkpoint.CheckpointCoordinator - >>>> Triggering checkpoint 1458 @ 1465893340735 >>>> 2016-06-14 17:45:40,736 INFO >>>> org.apache.flink.runtime.checkpoint.CheckpointCoordinator - >>>> Checkpoint 1458 expired before completing. >>>> 2016-06-14 17:45:40,737 INFO >>>> org.apache.flink.runtime.checkpoint.CheckpointCoordinator - >>>> Triggering checkpoint 1459 @ 1465893940736 >>>> 2016-06-14 17:55:40,738 INFO >>>> org.apache.flink.runtime.checkpoint.CheckpointCoordinator - >>>> Checkpoint 1459 expired before completing. >>>> 2016-06-14 17:55:40,739 INFO >>>> org.apache.flink.runtime.checkpoint.CheckpointCoordinator - >>>> Triggering checkpoint 1460 @ 1465894540738 >>>> --- >>>> >>>> According to WebUI, checkpoint size is just 1MB. Why checkpointing >>>> takes so long? >>>> >>>> I took jstack during checkpointing. It looks that checkpointing thread >>>> is blocked in commitOffsets. >>>> >>>> ---- >>>> "Async calls on Source: Custom Source -> Flat Map (2/3)" daemon >>>> prio=10 tid=0x00007f2b14010800 nid=0x1b89a waiting for monitor entry >>>> [0x00007f2b3ddfc000] >>>> java.lang.Thread.State: BLOCKED (on object monitor) >>>> at org.apache.flink.streaming.connectors.kafka.FlinkKafkaConsumer09.commitOffsets(FlinkKafkaConsumer09.java:392) >>>> - waiting to lock <0x0000000659111b58> (a >>>> org.apache.kafka.clients.consumer.KafkaConsumer) >>>> at org.apache.flink.streaming.connectors.kafka.FlinkKafkaConsumerBase.notifyCheckpointComplete(FlinkKafkaConsumerBase.java:169) >>>> at org.apache.flink.streaming.api.operators.AbstractUdfStreamOperator.notifyOfCompletedCheckpoint(AbstractUdfStreamOperator.java:179) >>>> at org.apache.flink.streaming.runtime.tasks.StreamTask.notifyCheckpointComplete(StreamTask.java:596) >>>> - locked <0x0000000659111cc8> (a java.lang.Object) >>>> at org.apache.flink.runtime.taskmanager.Task$3.run(Task.java:945) >>>> at java.util.concurrent.Executors$RunnableAdapter.call(Executors.java:471) >>>> at java.util.concurrent.FutureTask.run(FutureTask.java:262) >>>> at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1145) >>>> at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:615) >>>> at java.lang.Thread.run(Thread.java:745) >>>> --- >>>> >>>> Blocker is this. >>>> >>>> --- >>>> "Thread-9" daemon prio=10 tid=0x00007f2b2440d000 nid=0x1b838 runnable >>>> [0x00007f2b3dbfa000] >>>> java.lang.Thread.State: RUNNABLE >>>> at sun.nio.ch.EPollArrayWrapper.epollWait(Native Method) >>>> at sun.nio.ch.EPollArrayWrapper.poll(EPollArrayWrapper.java:269) >>>> at sun.nio.ch.EPollSelectorImpl.doSelect(EPollSelectorImpl.java:79) >>>> at sun.nio.ch.SelectorImpl.lockAndDoSelect(SelectorImpl.java:87) >>>> - locked <0x0000000659457dc8> (a sun.nio.ch.Util$2) >>>> - locked <0x0000000659457db8> (a java.util.Collections$UnmodifiableSet) >>>> - locked <0x0000000659457108> (a sun.nio.ch.EPollSelectorImpl) >>>> at sun.nio.ch.SelectorImpl.select(SelectorImpl.java:98) >>>> at org.apache.kafka.common.network.Selector.select(Selector.java:425) >>>> at org.apache.kafka.common.network.Selector.poll(Selector.java:254) >>>> at org.apache.kafka.clients.NetworkClient.poll(NetworkClient.java:256) >>>> at org.apache.kafka.clients.consumer.internals.ConsumerNetworkClient.clientPoll(ConsumerNetworkClient.java:320) >>>> at org.apache.kafka.clients.consumer.internals.ConsumerNetworkClient.poll(ConsumerNetworkClient.java:213) >>>> at org.apache.kafka.clients.consumer.internals.ConsumerNetworkClient.poll(ConsumerNetworkClient.java:193) >>>> at org.apache.kafka.clients.consumer.KafkaConsumer.pollOnce(KafkaConsumer.java:908) >>>> at org.apache.kafka.clients.consumer.KafkaConsumer.poll(KafkaConsumer.java:853) >>>> at org.apache.flink.streaming.connectors.kafka.FlinkKafkaConsumer09$ConsumerThread.run(FlinkKafkaConsumer09.java:449) >>>> - locked <0x0000000659111b58> (a >>>> org.apache.kafka.clients.consumer.KafkaConsumer) >>>> --- >>>> >>>> If someone could advise me of the cause or the way to investigate >>>> further, that would be appreciated. >>>> >>>> Thanks, >>>> Hironori >>> > |
flink-flink-taskmanager-0-FLINK1503.log.gz (122K)
Re: Checkpoint takes long with FlinkKafkaConsumer
|
|
Hello Hironori,
The logs just show that you get stuck in the Kafka consumer polling loop, which does not allow the consumer lock to be released. Thus the Flink part of the consumer is never actually called. To my understanding this does not seem to be a Flink issue. Or at least this is not shown from the logs. From googling a bit, I found this: which relates the problem to network issues. Have you tried posting the problem also to the Kafka mailing list? Can it be that the kafka broker fails and tries to reconnect but does not make it? Kostas
|
Re: Checkpoint takes long with FlinkKafkaConsumer
|
|
Kostas,
Thank you for your advise. I have posted my question to the Kafka mailing list. I think Kafka brokers are fine because no errors on producer side with 15,000 msg/sec and from OS metrics, all of my brokers receives almost the same amount of network traffic. Thanks, Hironori 2016-06-14 22:40 GMT+09:00 Kostas Kloudas <[hidden email]>: > Hello Hironori, > > The logs just show that you get stuck in the Kafka consumer polling loop, > which does not allow the consumer lock to be released. Thus the Flink > part of the consumer is never actually called. > > To my understanding this does not seem to be a Flink issue. > Or at least this is not shown from the logs. > > From googling a bit, I found this: > > http://stackoverflow.com/questions/35636739/kafka-consumer-marking-the-coordinator-2147483647-dead > > which relates the problem to network issues. > > Have you tried posting the problem also to the Kafka mailing list? > Can it be that the kafka broker fails and tries to reconnect but does not > make it? > > Kostas > > On Jun 14, 2016, at 2:59 PM, Hironori Ogibayashi <[hidden email]> > wrote: > > Kostas, > > I have attached a log file from one of the taskManager. (The same host > I executed jstack) > I noticed that there are lots of "Marking the coordinator 2147482645 > dead" message in the log. > MyContinuousProcessingTimeTriggerGlobal in the log is my custom > trigger which is based on > ContinuousProcessingTimeTrigger but clean up windows when it received > specific log records. > > Thanks, > Hironori > > 2016-06-14 21:23 GMT+09:00 Kostas Kloudas <[hidden email]>: > > Hi Hironori, > > Could you also provide the logs of the taskManager? > > As you described, it seems that the consumer is stuck in the polling loop, > although Flink polls with > a timeout. This would normally mean that periodically it should release the > lock for the checkpoints to go through. > > The logs of the task manager can help at clarifying why this does not > happen. > > Thanks, > Kostas > > On Jun 14, 2016, at 12:48 PM, Hironori Ogibayashi <[hidden email]> > wrote: > > Kostas, > > Thank you for your response. > Yes, I am using latest Flink, which is 1.0.3. > > Thanks, > Hironori > > 2016-06-14 19:02 GMT+09:00 Kostas Kloudas <[hidden email]>: > > Hello Hironori, > > Are you using the latest Flink version? > There were some changes in the FlinkConsumer in the latest releases. > > Thanks, > Kostas > > On Jun 14, 2016, at 11:52 AM, Hironori Ogibayashi <[hidden email]> > wrote: > > Hello, > > I am running Flink job which reads topics from Kafka and write results > to Redis. I use FsStatebackend with HDFS. > > I noticed that taking checkpoint takes serveral minutes and sometimes > expires. > --- > 2016-06-14 17:25:40,734 INFO > org.apache.flink.runtime.checkpoint.CheckpointCoordinator - > Completed checkpoint 1456 (in 257956 ms) > 2016-06-14 17:25:40,735 INFO > org.apache.flink.runtime.checkpoint.CheckpointCoordinator - > Triggering checkpoint 1457 @ 1465892740734 > 2016-06-14 17:35:40,735 INFO > org.apache.flink.runtime.checkpoint.CheckpointCoordinator - > Checkpoint 1457 expired before completing. > 2016-06-14 17:35:40,736 INFO > org.apache.flink.runtime.checkpoint.CheckpointCoordinator - > Triggering checkpoint 1458 @ 1465893340735 > 2016-06-14 17:45:40,736 INFO > org.apache.flink.runtime.checkpoint.CheckpointCoordinator - > Checkpoint 1458 expired before completing. > 2016-06-14 17:45:40,737 INFO > org.apache.flink.runtime.checkpoint.CheckpointCoordinator - > Triggering checkpoint 1459 @ 1465893940736 > 2016-06-14 17:55:40,738 INFO > org.apache.flink.runtime.checkpoint.CheckpointCoordinator - > Checkpoint 1459 expired before completing. > 2016-06-14 17:55:40,739 INFO > org.apache.flink.runtime.checkpoint.CheckpointCoordinator - > Triggering checkpoint 1460 @ 1465894540738 > --- > > According to WebUI, checkpoint size is just 1MB. Why checkpointing > takes so long? > > I took jstack during checkpointing. It looks that checkpointing thread > is blocked in commitOffsets. > > ---- > "Async calls on Source: Custom Source -> Flat Map (2/3)" daemon > prio=10 tid=0x00007f2b14010800 nid=0x1b89a waiting for monitor entry > [0x00007f2b3ddfc000] > java.lang.Thread.State: BLOCKED (on object monitor) > at > org.apache.flink.streaming.connectors.kafka.FlinkKafkaConsumer09.commitOffsets(FlinkKafkaConsumer09.java:392) > - waiting to lock <0x0000000659111b58> (a > org.apache.kafka.clients.consumer.KafkaConsumer) > at > org.apache.flink.streaming.connectors.kafka.FlinkKafkaConsumerBase.notifyCheckpointComplete(FlinkKafkaConsumerBase.java:169) > at > org.apache.flink.streaming.api.operators.AbstractUdfStreamOperator.notifyOfCompletedCheckpoint(AbstractUdfStreamOperator.java:179) > at > org.apache.flink.streaming.runtime.tasks.StreamTask.notifyCheckpointComplete(StreamTask.java:596) > - locked <0x0000000659111cc8> (a java.lang.Object) > at org.apache.flink.runtime.taskmanager.Task$3.run(Task.java:945) > at > java.util.concurrent.Executors$RunnableAdapter.call(Executors.java:471) > at java.util.concurrent.FutureTask.run(FutureTask.java:262) > at > java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1145) > at > java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:615) > at java.lang.Thread.run(Thread.java:745) > --- > > Blocker is this. > > --- > "Thread-9" daemon prio=10 tid=0x00007f2b2440d000 nid=0x1b838 runnable > [0x00007f2b3dbfa000] > java.lang.Thread.State: RUNNABLE > at sun.nio.ch.EPollArrayWrapper.epollWait(Native Method) > at sun.nio.ch.EPollArrayWrapper.poll(EPollArrayWrapper.java:269) > at sun.nio.ch.EPollSelectorImpl.doSelect(EPollSelectorImpl.java:79) > at sun.nio.ch.SelectorImpl.lockAndDoSelect(SelectorImpl.java:87) > - locked <0x0000000659457dc8> (a sun.nio.ch.Util$2) > - locked <0x0000000659457db8> (a java.util.Collections$UnmodifiableSet) > - locked <0x0000000659457108> (a sun.nio.ch.EPollSelectorImpl) > at sun.nio.ch.SelectorImpl.select(SelectorImpl.java:98) > at org.apache.kafka.common.network.Selector.select(Selector.java:425) > at org.apache.kafka.common.network.Selector.poll(Selector.java:254) > at org.apache.kafka.clients.NetworkClient.poll(NetworkClient.java:256) > at > org.apache.kafka.clients.consumer.internals.ConsumerNetworkClient.clientPoll(ConsumerNetworkClient.java:320) > at > org.apache.kafka.clients.consumer.internals.ConsumerNetworkClient.poll(ConsumerNetworkClient.java:213) > at > org.apache.kafka.clients.consumer.internals.ConsumerNetworkClient.poll(ConsumerNetworkClient.java:193) > at > org.apache.kafka.clients.consumer.KafkaConsumer.pollOnce(KafkaConsumer.java:908) > at > org.apache.kafka.clients.consumer.KafkaConsumer.poll(KafkaConsumer.java:853) > at > org.apache.flink.streaming.connectors.kafka.FlinkKafkaConsumer09$ConsumerThread.run(FlinkKafkaConsumer09.java:449) > - locked <0x0000000659111b58> (a > org.apache.kafka.clients.consumer.KafkaConsumer) > --- > > If someone could advise me of the cause or the way to investigate > further, that would be appreciated. > > Thanks, > Hironori > > > > <flink-flink-taskmanager-0-FLINK1503.log.gz> > > |
Re: Checkpoint takes long with FlinkKafkaConsumer
|
|
Hey Hironori,
thanks for reporting this. Could you please update this thread when you have more information from the Kafka list? – Ufuk On Wed, Jun 15, 2016 at 2:48 PM, Hironori Ogibayashi <[hidden email]> wrote: > Kostas, > > Thank you for your advise. I have posted my question to the Kafka mailing list. > I think Kafka brokers are fine because no errors on producer side with > 15,000 msg/sec and > from OS metrics, all of my brokers receives almost the same amount of > network traffic. > > Thanks, > Hironori > > > > > 2016-06-14 22:40 GMT+09:00 Kostas Kloudas <[hidden email]>: >> Hello Hironori, >> >> The logs just show that you get stuck in the Kafka consumer polling loop, >> which does not allow the consumer lock to be released. Thus the Flink >> part of the consumer is never actually called. >> >> To my understanding this does not seem to be a Flink issue. >> Or at least this is not shown from the logs. >> >> From googling a bit, I found this: >> >> http://stackoverflow.com/questions/35636739/kafka-consumer-marking-the-coordinator-2147483647-dead >> >> which relates the problem to network issues. >> >> Have you tried posting the problem also to the Kafka mailing list? >> Can it be that the kafka broker fails and tries to reconnect but does not >> make it? >> >> Kostas >> >> On Jun 14, 2016, at 2:59 PM, Hironori Ogibayashi <[hidden email]> >> wrote: >> >> Kostas, >> >> I have attached a log file from one of the taskManager. (The same host >> I executed jstack) >> I noticed that there are lots of "Marking the coordinator 2147482645 >> dead" message in the log. >> MyContinuousProcessingTimeTriggerGlobal in the log is my custom >> trigger which is based on >> ContinuousProcessingTimeTrigger but clean up windows when it received >> specific log records. >> >> Thanks, >> Hironori >> >> 2016-06-14 21:23 GMT+09:00 Kostas Kloudas <[hidden email]>: >> >> Hi Hironori, >> >> Could you also provide the logs of the taskManager? >> >> As you described, it seems that the consumer is stuck in the polling loop, >> although Flink polls with >> a timeout. This would normally mean that periodically it should release the >> lock for the checkpoints to go through. >> >> The logs of the task manager can help at clarifying why this does not >> happen. >> >> Thanks, >> Kostas >> >> On Jun 14, 2016, at 12:48 PM, Hironori Ogibayashi <[hidden email]> >> wrote: >> >> Kostas, >> >> Thank you for your response. >> Yes, I am using latest Flink, which is 1.0.3. >> >> Thanks, >> Hironori >> >> 2016-06-14 19:02 GMT+09:00 Kostas Kloudas <[hidden email]>: >> >> Hello Hironori, >> >> Are you using the latest Flink version? >> There were some changes in the FlinkConsumer in the latest releases. >> >> Thanks, >> Kostas >> >> On Jun 14, 2016, at 11:52 AM, Hironori Ogibayashi <[hidden email]> >> wrote: >> >> Hello, >> >> I am running Flink job which reads topics from Kafka and write results >> to Redis. I use FsStatebackend with HDFS. >> >> I noticed that taking checkpoint takes serveral minutes and sometimes >> expires. >> --- >> 2016-06-14 17:25:40,734 INFO >> org.apache.flink.runtime.checkpoint.CheckpointCoordinator - >> Completed checkpoint 1456 (in 257956 ms) >> 2016-06-14 17:25:40,735 INFO >> org.apache.flink.runtime.checkpoint.CheckpointCoordinator - >> Triggering checkpoint 1457 @ 1465892740734 >> 2016-06-14 17:35:40,735 INFO >> org.apache.flink.runtime.checkpoint.CheckpointCoordinator - >> Checkpoint 1457 expired before completing. >> 2016-06-14 17:35:40,736 INFO >> org.apache.flink.runtime.checkpoint.CheckpointCoordinator - >> Triggering checkpoint 1458 @ 1465893340735 >> 2016-06-14 17:45:40,736 INFO >> org.apache.flink.runtime.checkpoint.CheckpointCoordinator - >> Checkpoint 1458 expired before completing. >> 2016-06-14 17:45:40,737 INFO >> org.apache.flink.runtime.checkpoint.CheckpointCoordinator - >> Triggering checkpoint 1459 @ 1465893940736 >> 2016-06-14 17:55:40,738 INFO >> org.apache.flink.runtime.checkpoint.CheckpointCoordinator - >> Checkpoint 1459 expired before completing. >> 2016-06-14 17:55:40,739 INFO >> org.apache.flink.runtime.checkpoint.CheckpointCoordinator - >> Triggering checkpoint 1460 @ 1465894540738 >> --- >> >> According to WebUI, checkpoint size is just 1MB. Why checkpointing >> takes so long? >> >> I took jstack during checkpointing. It looks that checkpointing thread >> is blocked in commitOffsets. >> >> ---- >> "Async calls on Source: Custom Source -> Flat Map (2/3)" daemon >> prio=10 tid=0x00007f2b14010800 nid=0x1b89a waiting for monitor entry >> [0x00007f2b3ddfc000] >> java.lang.Thread.State: BLOCKED (on object monitor) >> at >> org.apache.flink.streaming.connectors.kafka.FlinkKafkaConsumer09.commitOffsets(FlinkKafkaConsumer09.java:392) >> - waiting to lock <0x0000000659111b58> (a >> org.apache.kafka.clients.consumer.KafkaConsumer) >> at >> org.apache.flink.streaming.connectors.kafka.FlinkKafkaConsumerBase.notifyCheckpointComplete(FlinkKafkaConsumerBase.java:169) >> at >> org.apache.flink.streaming.api.operators.AbstractUdfStreamOperator.notifyOfCompletedCheckpoint(AbstractUdfStreamOperator.java:179) >> at >> org.apache.flink.streaming.runtime.tasks.StreamTask.notifyCheckpointComplete(StreamTask.java:596) >> - locked <0x0000000659111cc8> (a java.lang.Object) >> at org.apache.flink.runtime.taskmanager.Task$3.run(Task.java:945) >> at >> java.util.concurrent.Executors$RunnableAdapter.call(Executors.java:471) >> at java.util.concurrent.FutureTask.run(FutureTask.java:262) >> at >> java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1145) >> at >> java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:615) >> at java.lang.Thread.run(Thread.java:745) >> --- >> >> Blocker is this. >> >> --- >> "Thread-9" daemon prio=10 tid=0x00007f2b2440d000 nid=0x1b838 runnable >> [0x00007f2b3dbfa000] >> java.lang.Thread.State: RUNNABLE >> at sun.nio.ch.EPollArrayWrapper.epollWait(Native Method) >> at sun.nio.ch.EPollArrayWrapper.poll(EPollArrayWrapper.java:269) >> at sun.nio.ch.EPollSelectorImpl.doSelect(EPollSelectorImpl.java:79) >> at sun.nio.ch.SelectorImpl.lockAndDoSelect(SelectorImpl.java:87) >> - locked <0x0000000659457dc8> (a sun.nio.ch.Util$2) >> - locked <0x0000000659457db8> (a java.util.Collections$UnmodifiableSet) >> - locked <0x0000000659457108> (a sun.nio.ch.EPollSelectorImpl) >> at sun.nio.ch.SelectorImpl.select(SelectorImpl.java:98) >> at org.apache.kafka.common.network.Selector.select(Selector.java:425) >> at org.apache.kafka.common.network.Selector.poll(Selector.java:254) >> at org.apache.kafka.clients.NetworkClient.poll(NetworkClient.java:256) >> at >> org.apache.kafka.clients.consumer.internals.ConsumerNetworkClient.clientPoll(ConsumerNetworkClient.java:320) >> at >> org.apache.kafka.clients.consumer.internals.ConsumerNetworkClient.poll(ConsumerNetworkClient.java:213) >> at >> org.apache.kafka.clients.consumer.internals.ConsumerNetworkClient.poll(ConsumerNetworkClient.java:193) >> at >> org.apache.kafka.clients.consumer.KafkaConsumer.pollOnce(KafkaConsumer.java:908) >> at >> org.apache.kafka.clients.consumer.KafkaConsumer.poll(KafkaConsumer.java:853) >> at >> org.apache.flink.streaming.connectors.kafka.FlinkKafkaConsumer09$ConsumerThread.run(FlinkKafkaConsumer09.java:449) >> - locked <0x0000000659111b58> (a >> org.apache.kafka.clients.consumer.KafkaConsumer) >> --- >> >> If someone could advise me of the cause or the way to investigate >> further, that would be appreciated. >> >> Thanks, >> Hironori >> >> >> >> <flink-flink-taskmanager-0-FLINK1503.log.gz> >> >> |
Re: Checkpoint takes long with FlinkKafkaConsumer
|
|
Ufuk,
Yes, of course. I will be sure to update when I got some more information. Hironori 2016-06-16 1:56 GMT+09:00 Ufuk Celebi <[hidden email]>: > Hey Hironori, > > thanks for reporting this. Could you please update this thread when > you have more information from the Kafka list? > > – Ufuk > > > On Wed, Jun 15, 2016 at 2:48 PM, Hironori Ogibayashi > <[hidden email]> wrote: >> Kostas, >> >> Thank you for your advise. I have posted my question to the Kafka mailing list. >> I think Kafka brokers are fine because no errors on producer side with >> 15,000 msg/sec and >> from OS metrics, all of my brokers receives almost the same amount of >> network traffic. >> >> Thanks, >> Hironori >> >> >> >> >> 2016-06-14 22:40 GMT+09:00 Kostas Kloudas <[hidden email]>: >>> Hello Hironori, >>> >>> The logs just show that you get stuck in the Kafka consumer polling loop, >>> which does not allow the consumer lock to be released. Thus the Flink >>> part of the consumer is never actually called. >>> >>> To my understanding this does not seem to be a Flink issue. >>> Or at least this is not shown from the logs. >>> >>> From googling a bit, I found this: >>> >>> http://stackoverflow.com/questions/35636739/kafka-consumer-marking-the-coordinator-2147483647-dead >>> >>> which relates the problem to network issues. >>> >>> Have you tried posting the problem also to the Kafka mailing list? >>> Can it be that the kafka broker fails and tries to reconnect but does not >>> make it? >>> >>> Kostas >>> >>> On Jun 14, 2016, at 2:59 PM, Hironori Ogibayashi <[hidden email]> >>> wrote: >>> >>> Kostas, >>> >>> I have attached a log file from one of the taskManager. (The same host >>> I executed jstack) >>> I noticed that there are lots of "Marking the coordinator 2147482645 >>> dead" message in the log. >>> MyContinuousProcessingTimeTriggerGlobal in the log is my custom >>> trigger which is based on >>> ContinuousProcessingTimeTrigger but clean up windows when it received >>> specific log records. >>> >>> Thanks, >>> Hironori >>> >>> 2016-06-14 21:23 GMT+09:00 Kostas Kloudas <[hidden email]>: >>> >>> Hi Hironori, >>> >>> Could you also provide the logs of the taskManager? >>> >>> As you described, it seems that the consumer is stuck in the polling loop, >>> although Flink polls with >>> a timeout. This would normally mean that periodically it should release the >>> lock for the checkpoints to go through. >>> >>> The logs of the task manager can help at clarifying why this does not >>> happen. >>> >>> Thanks, >>> Kostas >>> >>> On Jun 14, 2016, at 12:48 PM, Hironori Ogibayashi <[hidden email]> >>> wrote: >>> >>> Kostas, >>> >>> Thank you for your response. >>> Yes, I am using latest Flink, which is 1.0.3. >>> >>> Thanks, >>> Hironori >>> >>> 2016-06-14 19:02 GMT+09:00 Kostas Kloudas <[hidden email]>: >>> >>> Hello Hironori, >>> >>> Are you using the latest Flink version? >>> There were some changes in the FlinkConsumer in the latest releases. >>> >>> Thanks, >>> Kostas >>> >>> On Jun 14, 2016, at 11:52 AM, Hironori Ogibayashi <[hidden email]> >>> wrote: >>> >>> Hello, >>> >>> I am running Flink job which reads topics from Kafka and write results >>> to Redis. I use FsStatebackend with HDFS. >>> >>> I noticed that taking checkpoint takes serveral minutes and sometimes >>> expires. >>> --- >>> 2016-06-14 17:25:40,734 INFO >>> org.apache.flink.runtime.checkpoint.CheckpointCoordinator - >>> Completed checkpoint 1456 (in 257956 ms) >>> 2016-06-14 17:25:40,735 INFO >>> org.apache.flink.runtime.checkpoint.CheckpointCoordinator - >>> Triggering checkpoint 1457 @ 1465892740734 >>> 2016-06-14 17:35:40,735 INFO >>> org.apache.flink.runtime.checkpoint.CheckpointCoordinator - >>> Checkpoint 1457 expired before completing. >>> 2016-06-14 17:35:40,736 INFO >>> org.apache.flink.runtime.checkpoint.CheckpointCoordinator - >>> Triggering checkpoint 1458 @ 1465893340735 >>> 2016-06-14 17:45:40,736 INFO >>> org.apache.flink.runtime.checkpoint.CheckpointCoordinator - >>> Checkpoint 1458 expired before completing. >>> 2016-06-14 17:45:40,737 INFO >>> org.apache.flink.runtime.checkpoint.CheckpointCoordinator - >>> Triggering checkpoint 1459 @ 1465893940736 >>> 2016-06-14 17:55:40,738 INFO >>> org.apache.flink.runtime.checkpoint.CheckpointCoordinator - >>> Checkpoint 1459 expired before completing. >>> 2016-06-14 17:55:40,739 INFO >>> org.apache.flink.runtime.checkpoint.CheckpointCoordinator - >>> Triggering checkpoint 1460 @ 1465894540738 >>> --- >>> >>> According to WebUI, checkpoint size is just 1MB. Why checkpointing >>> takes so long? >>> >>> I took jstack during checkpointing. It looks that checkpointing thread >>> is blocked in commitOffsets. >>> >>> ---- >>> "Async calls on Source: Custom Source -> Flat Map (2/3)" daemon >>> prio=10 tid=0x00007f2b14010800 nid=0x1b89a waiting for monitor entry >>> [0x00007f2b3ddfc000] >>> java.lang.Thread.State: BLOCKED (on object monitor) >>> at >>> org.apache.flink.streaming.connectors.kafka.FlinkKafkaConsumer09.commitOffsets(FlinkKafkaConsumer09.java:392) >>> - waiting to lock <0x0000000659111b58> (a >>> org.apache.kafka.clients.consumer.KafkaConsumer) >>> at >>> org.apache.flink.streaming.connectors.kafka.FlinkKafkaConsumerBase.notifyCheckpointComplete(FlinkKafkaConsumerBase.java:169) >>> at >>> org.apache.flink.streaming.api.operators.AbstractUdfStreamOperator.notifyOfCompletedCheckpoint(AbstractUdfStreamOperator.java:179) >>> at >>> org.apache.flink.streaming.runtime.tasks.StreamTask.notifyCheckpointComplete(StreamTask.java:596) >>> - locked <0x0000000659111cc8> (a java.lang.Object) >>> at org.apache.flink.runtime.taskmanager.Task$3.run(Task.java:945) >>> at >>> java.util.concurrent.Executors$RunnableAdapter.call(Executors.java:471) >>> at java.util.concurrent.FutureTask.run(FutureTask.java:262) >>> at >>> java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1145) >>> at >>> java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:615) >>> at java.lang.Thread.run(Thread.java:745) >>> --- >>> >>> Blocker is this. >>> >>> --- >>> "Thread-9" daemon prio=10 tid=0x00007f2b2440d000 nid=0x1b838 runnable >>> [0x00007f2b3dbfa000] >>> java.lang.Thread.State: RUNNABLE >>> at sun.nio.ch.EPollArrayWrapper.epollWait(Native Method) >>> at sun.nio.ch.EPollArrayWrapper.poll(EPollArrayWrapper.java:269) >>> at sun.nio.ch.EPollSelectorImpl.doSelect(EPollSelectorImpl.java:79) >>> at sun.nio.ch.SelectorImpl.lockAndDoSelect(SelectorImpl.java:87) >>> - locked <0x0000000659457dc8> (a sun.nio.ch.Util$2) >>> - locked <0x0000000659457db8> (a java.util.Collections$UnmodifiableSet) >>> - locked <0x0000000659457108> (a sun.nio.ch.EPollSelectorImpl) >>> at sun.nio.ch.SelectorImpl.select(SelectorImpl.java:98) >>> at org.apache.kafka.common.network.Selector.select(Selector.java:425) >>> at org.apache.kafka.common.network.Selector.poll(Selector.java:254) >>> at org.apache.kafka.clients.NetworkClient.poll(NetworkClient.java:256) >>> at >>> org.apache.kafka.clients.consumer.internals.ConsumerNetworkClient.clientPoll(ConsumerNetworkClient.java:320) >>> at >>> org.apache.kafka.clients.consumer.internals.ConsumerNetworkClient.poll(ConsumerNetworkClient.java:213) >>> at >>> org.apache.kafka.clients.consumer.internals.ConsumerNetworkClient.poll(ConsumerNetworkClient.java:193) >>> at >>> org.apache.kafka.clients.consumer.KafkaConsumer.pollOnce(KafkaConsumer.java:908) >>> at >>> org.apache.kafka.clients.consumer.KafkaConsumer.poll(KafkaConsumer.java:853) >>> at >>> org.apache.flink.streaming.connectors.kafka.FlinkKafkaConsumer09$ConsumerThread.run(FlinkKafkaConsumer09.java:449) >>> - locked <0x0000000659111b58> (a >>> org.apache.kafka.clients.consumer.KafkaConsumer) >>> --- >>> >>> If someone could advise me of the cause or the way to investigate >>> further, that would be appreciated. >>> >>> Thanks, >>> Hironori >>> >>> >>> >>> <flink-flink-taskmanager-0-FLINK1503.log.gz> >>> >>> |
Re: Checkpoint takes long with FlinkKafkaConsumer
|
|
Thanks :)
On Thu, Jun 16, 2016 at 3:21 PM, Hironori Ogibayashi <[hidden email]> wrote: > Ufuk, > > Yes, of course. I will be sure to update when I got some more information. > > Hironori > > 2016-06-16 1:56 GMT+09:00 Ufuk Celebi <[hidden email]>: >> Hey Hironori, >> >> thanks for reporting this. Could you please update this thread when >> you have more information from the Kafka list? >> >> – Ufuk >> >> >> On Wed, Jun 15, 2016 at 2:48 PM, Hironori Ogibayashi >> <[hidden email]> wrote: >>> Kostas, >>> >>> Thank you for your advise. I have posted my question to the Kafka mailing list. >>> I think Kafka brokers are fine because no errors on producer side with >>> 15,000 msg/sec and >>> from OS metrics, all of my brokers receives almost the same amount of >>> network traffic. >>> >>> Thanks, >>> Hironori >>> >>> >>> >>> >>> 2016-06-14 22:40 GMT+09:00 Kostas Kloudas <[hidden email]>: >>>> Hello Hironori, >>>> >>>> The logs just show that you get stuck in the Kafka consumer polling loop, >>>> which does not allow the consumer lock to be released. Thus the Flink >>>> part of the consumer is never actually called. >>>> >>>> To my understanding this does not seem to be a Flink issue. >>>> Or at least this is not shown from the logs. >>>> >>>> From googling a bit, I found this: >>>> >>>> http://stackoverflow.com/questions/35636739/kafka-consumer-marking-the-coordinator-2147483647-dead >>>> >>>> which relates the problem to network issues. >>>> >>>> Have you tried posting the problem also to the Kafka mailing list? >>>> Can it be that the kafka broker fails and tries to reconnect but does not >>>> make it? >>>> >>>> Kostas >>>> >>>> On Jun 14, 2016, at 2:59 PM, Hironori Ogibayashi <[hidden email]> >>>> wrote: >>>> >>>> Kostas, >>>> >>>> I have attached a log file from one of the taskManager. (The same host >>>> I executed jstack) >>>> I noticed that there are lots of "Marking the coordinator 2147482645 >>>> dead" message in the log. >>>> MyContinuousProcessingTimeTriggerGlobal in the log is my custom >>>> trigger which is based on >>>> ContinuousProcessingTimeTrigger but clean up windows when it received >>>> specific log records. >>>> >>>> Thanks, >>>> Hironori >>>> >>>> 2016-06-14 21:23 GMT+09:00 Kostas Kloudas <[hidden email]>: >>>> >>>> Hi Hironori, >>>> >>>> Could you also provide the logs of the taskManager? >>>> >>>> As you described, it seems that the consumer is stuck in the polling loop, >>>> although Flink polls with >>>> a timeout. This would normally mean that periodically it should release the >>>> lock for the checkpoints to go through. >>>> >>>> The logs of the task manager can help at clarifying why this does not >>>> happen. >>>> >>>> Thanks, >>>> Kostas >>>> >>>> On Jun 14, 2016, at 12:48 PM, Hironori Ogibayashi <[hidden email]> >>>> wrote: >>>> >>>> Kostas, >>>> >>>> Thank you for your response. >>>> Yes, I am using latest Flink, which is 1.0.3. >>>> >>>> Thanks, >>>> Hironori >>>> >>>> 2016-06-14 19:02 GMT+09:00 Kostas Kloudas <[hidden email]>: >>>> >>>> Hello Hironori, >>>> >>>> Are you using the latest Flink version? >>>> There were some changes in the FlinkConsumer in the latest releases. >>>> >>>> Thanks, >>>> Kostas >>>> >>>> On Jun 14, 2016, at 11:52 AM, Hironori Ogibayashi <[hidden email]> >>>> wrote: >>>> >>>> Hello, >>>> >>>> I am running Flink job which reads topics from Kafka and write results >>>> to Redis. I use FsStatebackend with HDFS. >>>> >>>> I noticed that taking checkpoint takes serveral minutes and sometimes >>>> expires. >>>> --- >>>> 2016-06-14 17:25:40,734 INFO >>>> org.apache.flink.runtime.checkpoint.CheckpointCoordinator - >>>> Completed checkpoint 1456 (in 257956 ms) >>>> 2016-06-14 17:25:40,735 INFO >>>> org.apache.flink.runtime.checkpoint.CheckpointCoordinator - >>>> Triggering checkpoint 1457 @ 1465892740734 >>>> 2016-06-14 17:35:40,735 INFO >>>> org.apache.flink.runtime.checkpoint.CheckpointCoordinator - >>>> Checkpoint 1457 expired before completing. >>>> 2016-06-14 17:35:40,736 INFO >>>> org.apache.flink.runtime.checkpoint.CheckpointCoordinator - >>>> Triggering checkpoint 1458 @ 1465893340735 >>>> 2016-06-14 17:45:40,736 INFO >>>> org.apache.flink.runtime.checkpoint.CheckpointCoordinator - >>>> Checkpoint 1458 expired before completing. >>>> 2016-06-14 17:45:40,737 INFO >>>> org.apache.flink.runtime.checkpoint.CheckpointCoordinator - >>>> Triggering checkpoint 1459 @ 1465893940736 >>>> 2016-06-14 17:55:40,738 INFO >>>> org.apache.flink.runtime.checkpoint.CheckpointCoordinator - >>>> Checkpoint 1459 expired before completing. >>>> 2016-06-14 17:55:40,739 INFO >>>> org.apache.flink.runtime.checkpoint.CheckpointCoordinator - >>>> Triggering checkpoint 1460 @ 1465894540738 >>>> --- >>>> >>>> According to WebUI, checkpoint size is just 1MB. Why checkpointing >>>> takes so long? >>>> >>>> I took jstack during checkpointing. It looks that checkpointing thread >>>> is blocked in commitOffsets. >>>> >>>> ---- >>>> "Async calls on Source: Custom Source -> Flat Map (2/3)" daemon >>>> prio=10 tid=0x00007f2b14010800 nid=0x1b89a waiting for monitor entry >>>> [0x00007f2b3ddfc000] >>>> java.lang.Thread.State: BLOCKED (on object monitor) >>>> at >>>> org.apache.flink.streaming.connectors.kafka.FlinkKafkaConsumer09.commitOffsets(FlinkKafkaConsumer09.java:392) >>>> - waiting to lock <0x0000000659111b58> (a >>>> org.apache.kafka.clients.consumer.KafkaConsumer) >>>> at >>>> org.apache.flink.streaming.connectors.kafka.FlinkKafkaConsumerBase.notifyCheckpointComplete(FlinkKafkaConsumerBase.java:169) >>>> at >>>> org.apache.flink.streaming.api.operators.AbstractUdfStreamOperator.notifyOfCompletedCheckpoint(AbstractUdfStreamOperator.java:179) >>>> at >>>> org.apache.flink.streaming.runtime.tasks.StreamTask.notifyCheckpointComplete(StreamTask.java:596) >>>> - locked <0x0000000659111cc8> (a java.lang.Object) >>>> at org.apache.flink.runtime.taskmanager.Task$3.run(Task.java:945) >>>> at >>>> java.util.concurrent.Executors$RunnableAdapter.call(Executors.java:471) >>>> at java.util.concurrent.FutureTask.run(FutureTask.java:262) >>>> at >>>> java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1145) >>>> at >>>> java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:615) >>>> at java.lang.Thread.run(Thread.java:745) >>>> --- >>>> >>>> Blocker is this. >>>> >>>> --- >>>> "Thread-9" daemon prio=10 tid=0x00007f2b2440d000 nid=0x1b838 runnable >>>> [0x00007f2b3dbfa000] >>>> java.lang.Thread.State: RUNNABLE >>>> at sun.nio.ch.EPollArrayWrapper.epollWait(Native Method) >>>> at sun.nio.ch.EPollArrayWrapper.poll(EPollArrayWrapper.java:269) >>>> at sun.nio.ch.EPollSelectorImpl.doSelect(EPollSelectorImpl.java:79) >>>> at sun.nio.ch.SelectorImpl.lockAndDoSelect(SelectorImpl.java:87) >>>> - locked <0x0000000659457dc8> (a sun.nio.ch.Util$2) >>>> - locked <0x0000000659457db8> (a java.util.Collections$UnmodifiableSet) >>>> - locked <0x0000000659457108> (a sun.nio.ch.EPollSelectorImpl) >>>> at sun.nio.ch.SelectorImpl.select(SelectorImpl.java:98) >>>> at org.apache.kafka.common.network.Selector.select(Selector.java:425) >>>> at org.apache.kafka.common.network.Selector.poll(Selector.java:254) >>>> at org.apache.kafka.clients.NetworkClient.poll(NetworkClient.java:256) >>>> at >>>> org.apache.kafka.clients.consumer.internals.ConsumerNetworkClient.clientPoll(ConsumerNetworkClient.java:320) >>>> at >>>> org.apache.kafka.clients.consumer.internals.ConsumerNetworkClient.poll(ConsumerNetworkClient.java:213) >>>> at >>>> org.apache.kafka.clients.consumer.internals.ConsumerNetworkClient.poll(ConsumerNetworkClient.java:193) >>>> at >>>> org.apache.kafka.clients.consumer.KafkaConsumer.pollOnce(KafkaConsumer.java:908) >>>> at >>>> org.apache.kafka.clients.consumer.KafkaConsumer.poll(KafkaConsumer.java:853) >>>> at >>>> org.apache.flink.streaming.connectors.kafka.FlinkKafkaConsumer09$ConsumerThread.run(FlinkKafkaConsumer09.java:449) >>>> - locked <0x0000000659111b58> (a >>>> org.apache.kafka.clients.consumer.KafkaConsumer) >>>> --- >>>> >>>> If someone could advise me of the cause or the way to investigate >>>> further, that would be appreciated. >>>> >>>> Thanks, >>>> Hironori >>>> >>>> >>>> >>>> <flink-flink-taskmanager-0-FLINK1503.log.gz> >>>> >>>> |
Re: Checkpoint takes long with FlinkKafkaConsumer
|
|
Hi,
Sorry for my late response. Actually, I received no response in Kafka mailing list and still cannot find the root cause. But when I use FlinkKafkaConsumer082, I do not encounter this issue, so I will use FlinkKafkaConsumer082. Thanks Hironori 2016-06-17 2:59 GMT+09:00 Ufuk Celebi <[hidden email]>: > Thanks :) > > On Thu, Jun 16, 2016 at 3:21 PM, Hironori Ogibayashi > <[hidden email]> wrote: >> Ufuk, >> >> Yes, of course. I will be sure to update when I got some more information. >> >> Hironori >> >> 2016-06-16 1:56 GMT+09:00 Ufuk Celebi <[hidden email]>: >>> Hey Hironori, >>> >>> thanks for reporting this. Could you please update this thread when >>> you have more information from the Kafka list? >>> >>> – Ufuk >>> >>> >>> On Wed, Jun 15, 2016 at 2:48 PM, Hironori Ogibayashi >>> <[hidden email]> wrote: >>>> Kostas, >>>> >>>> Thank you for your advise. I have posted my question to the Kafka mailing list. >>>> I think Kafka brokers are fine because no errors on producer side with >>>> 15,000 msg/sec and >>>> from OS metrics, all of my brokers receives almost the same amount of >>>> network traffic. >>>> >>>> Thanks, >>>> Hironori >>>> >>>> >>>> >>>> >>>> 2016-06-14 22:40 GMT+09:00 Kostas Kloudas <[hidden email]>: >>>>> Hello Hironori, >>>>> >>>>> The logs just show that you get stuck in the Kafka consumer polling loop, >>>>> which does not allow the consumer lock to be released. Thus the Flink >>>>> part of the consumer is never actually called. >>>>> >>>>> To my understanding this does not seem to be a Flink issue. >>>>> Or at least this is not shown from the logs. >>>>> >>>>> From googling a bit, I found this: >>>>> >>>>> http://stackoverflow.com/questions/35636739/kafka-consumer-marking-the-coordinator-2147483647-dead >>>>> >>>>> which relates the problem to network issues. >>>>> >>>>> Have you tried posting the problem also to the Kafka mailing list? >>>>> Can it be that the kafka broker fails and tries to reconnect but does not >>>>> make it? >>>>> >>>>> Kostas >>>>> >>>>> On Jun 14, 2016, at 2:59 PM, Hironori Ogibayashi <[hidden email]> >>>>> wrote: >>>>> >>>>> Kostas, >>>>> >>>>> I have attached a log file from one of the taskManager. (The same host >>>>> I executed jstack) >>>>> I noticed that there are lots of "Marking the coordinator 2147482645 >>>>> dead" message in the log. >>>>> MyContinuousProcessingTimeTriggerGlobal in the log is my custom >>>>> trigger which is based on >>>>> ContinuousProcessingTimeTrigger but clean up windows when it received >>>>> specific log records. >>>>> >>>>> Thanks, >>>>> Hironori >>>>> >>>>> 2016-06-14 21:23 GMT+09:00 Kostas Kloudas <[hidden email]>: >>>>> >>>>> Hi Hironori, >>>>> >>>>> Could you also provide the logs of the taskManager? >>>>> >>>>> As you described, it seems that the consumer is stuck in the polling loop, >>>>> although Flink polls with >>>>> a timeout. This would normally mean that periodically it should release the >>>>> lock for the checkpoints to go through. >>>>> >>>>> The logs of the task manager can help at clarifying why this does not >>>>> happen. >>>>> >>>>> Thanks, >>>>> Kostas >>>>> >>>>> On Jun 14, 2016, at 12:48 PM, Hironori Ogibayashi <[hidden email]> >>>>> wrote: >>>>> >>>>> Kostas, >>>>> >>>>> Thank you for your response. >>>>> Yes, I am using latest Flink, which is 1.0.3. >>>>> >>>>> Thanks, >>>>> Hironori >>>>> >>>>> 2016-06-14 19:02 GMT+09:00 Kostas Kloudas <[hidden email]>: >>>>> >>>>> Hello Hironori, >>>>> >>>>> Are you using the latest Flink version? >>>>> There were some changes in the FlinkConsumer in the latest releases. >>>>> >>>>> Thanks, >>>>> Kostas >>>>> >>>>> On Jun 14, 2016, at 11:52 AM, Hironori Ogibayashi <[hidden email]> >>>>> wrote: >>>>> >>>>> Hello, >>>>> >>>>> I am running Flink job which reads topics from Kafka and write results >>>>> to Redis. I use FsStatebackend with HDFS. >>>>> >>>>> I noticed that taking checkpoint takes serveral minutes and sometimes >>>>> expires. >>>>> --- >>>>> 2016-06-14 17:25:40,734 INFO >>>>> org.apache.flink.runtime.checkpoint.CheckpointCoordinator - >>>>> Completed checkpoint 1456 (in 257956 ms) >>>>> 2016-06-14 17:25:40,735 INFO >>>>> org.apache.flink.runtime.checkpoint.CheckpointCoordinator - >>>>> Triggering checkpoint 1457 @ 1465892740734 >>>>> 2016-06-14 17:35:40,735 INFO >>>>> org.apache.flink.runtime.checkpoint.CheckpointCoordinator - >>>>> Checkpoint 1457 expired before completing. >>>>> 2016-06-14 17:35:40,736 INFO >>>>> org.apache.flink.runtime.checkpoint.CheckpointCoordinator - >>>>> Triggering checkpoint 1458 @ 1465893340735 >>>>> 2016-06-14 17:45:40,736 INFO >>>>> org.apache.flink.runtime.checkpoint.CheckpointCoordinator - >>>>> Checkpoint 1458 expired before completing. >>>>> 2016-06-14 17:45:40,737 INFO >>>>> org.apache.flink.runtime.checkpoint.CheckpointCoordinator - >>>>> Triggering checkpoint 1459 @ 1465893940736 >>>>> 2016-06-14 17:55:40,738 INFO >>>>> org.apache.flink.runtime.checkpoint.CheckpointCoordinator - >>>>> Checkpoint 1459 expired before completing. >>>>> 2016-06-14 17:55:40,739 INFO >>>>> org.apache.flink.runtime.checkpoint.CheckpointCoordinator - >>>>> Triggering checkpoint 1460 @ 1465894540738 >>>>> --- >>>>> >>>>> According to WebUI, checkpoint size is just 1MB. Why checkpointing >>>>> takes so long? >>>>> >>>>> I took jstack during checkpointing. It looks that checkpointing thread >>>>> is blocked in commitOffsets. >>>>> >>>>> ---- >>>>> "Async calls on Source: Custom Source -> Flat Map (2/3)" daemon >>>>> prio=10 tid=0x00007f2b14010800 nid=0x1b89a waiting for monitor entry >>>>> [0x00007f2b3ddfc000] >>>>> java.lang.Thread.State: BLOCKED (on object monitor) >>>>> at >>>>> org.apache.flink.streaming.connectors.kafka.FlinkKafkaConsumer09.commitOffsets(FlinkKafkaConsumer09.java:392) >>>>> - waiting to lock <0x0000000659111b58> (a >>>>> org.apache.kafka.clients.consumer.KafkaConsumer) >>>>> at >>>>> org.apache.flink.streaming.connectors.kafka.FlinkKafkaConsumerBase.notifyCheckpointComplete(FlinkKafkaConsumerBase.java:169) >>>>> at >>>>> org.apache.flink.streaming.api.operators.AbstractUdfStreamOperator.notifyOfCompletedCheckpoint(AbstractUdfStreamOperator.java:179) >>>>> at >>>>> org.apache.flink.streaming.runtime.tasks.StreamTask.notifyCheckpointComplete(StreamTask.java:596) >>>>> - locked <0x0000000659111cc8> (a java.lang.Object) >>>>> at org.apache.flink.runtime.taskmanager.Task$3.run(Task.java:945) >>>>> at >>>>> java.util.concurrent.Executors$RunnableAdapter.call(Executors.java:471) >>>>> at java.util.concurrent.FutureTask.run(FutureTask.java:262) >>>>> at >>>>> java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1145) >>>>> at >>>>> java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:615) >>>>> at java.lang.Thread.run(Thread.java:745) >>>>> --- >>>>> >>>>> Blocker is this. >>>>> >>>>> --- >>>>> "Thread-9" daemon prio=10 tid=0x00007f2b2440d000 nid=0x1b838 runnable >>>>> [0x00007f2b3dbfa000] >>>>> java.lang.Thread.State: RUNNABLE >>>>> at sun.nio.ch.EPollArrayWrapper.epollWait(Native Method) >>>>> at sun.nio.ch.EPollArrayWrapper.poll(EPollArrayWrapper.java:269) >>>>> at sun.nio.ch.EPollSelectorImpl.doSelect(EPollSelectorImpl.java:79) >>>>> at sun.nio.ch.SelectorImpl.lockAndDoSelect(SelectorImpl.java:87) >>>>> - locked <0x0000000659457dc8> (a sun.nio.ch.Util$2) >>>>> - locked <0x0000000659457db8> (a java.util.Collections$UnmodifiableSet) >>>>> - locked <0x0000000659457108> (a sun.nio.ch.EPollSelectorImpl) >>>>> at sun.nio.ch.SelectorImpl.select(SelectorImpl.java:98) >>>>> at org.apache.kafka.common.network.Selector.select(Selector.java:425) >>>>> at org.apache.kafka.common.network.Selector.poll(Selector.java:254) >>>>> at org.apache.kafka.clients.NetworkClient.poll(NetworkClient.java:256) >>>>> at >>>>> org.apache.kafka.clients.consumer.internals.ConsumerNetworkClient.clientPoll(ConsumerNetworkClient.java:320) >>>>> at >>>>> org.apache.kafka.clients.consumer.internals.ConsumerNetworkClient.poll(ConsumerNetworkClient.java:213) >>>>> at >>>>> org.apache.kafka.clients.consumer.internals.ConsumerNetworkClient.poll(ConsumerNetworkClient.java:193) >>>>> at >>>>> org.apache.kafka.clients.consumer.KafkaConsumer.pollOnce(KafkaConsumer.java:908) >>>>> at >>>>> org.apache.kafka.clients.consumer.KafkaConsumer.poll(KafkaConsumer.java:853) >>>>> at >>>>> org.apache.flink.streaming.connectors.kafka.FlinkKafkaConsumer09$ConsumerThread.run(FlinkKafkaConsumer09.java:449) >>>>> - locked <0x0000000659111b58> (a >>>>> org.apache.kafka.clients.consumer.KafkaConsumer) >>>>> --- >>>>> >>>>> If someone could advise me of the cause or the way to investigate >>>>> further, that would be appreciated. >>>>> >>>>> Thanks, >>>>> Hironori >>>>> >>>>> >>>>> >>>>> <flink-flink-taskmanager-0-FLINK1503.log.gz> >>>>> >>>>> |
Re: Checkpoint takes long with FlinkKafkaConsumer
|
|
I looked into this a bit and it, I think it is a Flink issue:
The blocking is between the poll() and the commitToKafka() calls. The "commitToKafkaCall()" is not part of the checkpoint, it comes only after the checkpoint. So even if it is not called, this should not block the checkpoint. What may happen is the following: - Only one async call on the Kafka Consumer may be in progress at any time - The triggerCheckpoint() async call cannot happen, because the "notifyCheckpointComplete() -> commitToKafka()" call is stuck. - The "notifyCheckpointComplete() -> commitToKafka()" call is stuck, because even though the poll() call may release the lock, but reacquires it too fast. The lock is not fair after all. Would you be up for trying something out? - In the FlinkKafkaConsumer09, create a fair "java.util.concurrent.locks.ReentrantLock", and where ever you have "synchronized (flinkKafkaConsumer.consumer) {", can you replace that by using the fair lock instead? If that solves it, we'll add that as a fix. Greetings, Stephan On Tue, Jul 5, 2016 at 9:24 AM, Hironori Ogibayashi <[hidden email]> wrote: Hi, |
Re: Checkpoint takes long with FlinkKafkaConsumer
|
|
Stephan,
Thank you so much for your advise. I have modified FlinkKafkaConsumer09 source code and running the job again. It is working well so far (just a few hours.) I will keep it running this weekend. Here is the modification detail. https://gist.github.com/ogibayashi/e5e72e7d47046cbf46cdc897e491a135 By the way, I would like to understand what may be happening. There are 2 synchronized (flinkKafkaConsumer.consumer) block, one is in commitOffsets() and the other is in pollLoop in ConsumerThread.run(). What might be happing is that the latter acquires lock repeatedly and the former is blocked for long? I could not find commitToKafka() or commitToKafkaCall() in Flink code. Thanks, Hironori 2016-07-05 17:04 GMT+09:00 Stephan Ewen <[hidden email]>: > I looked into this a bit and it, I think it is a Flink issue: > > The blocking is between the poll() and the commitToKafka() calls. > The "commitToKafkaCall()" is not part of the checkpoint, it comes only after > the checkpoint. So even if it is not called, this should not block the > checkpoint. > > What may happen is the following: > - Only one async call on the Kafka Consumer may be in progress at any time > - The triggerCheckpoint() async call cannot happen, because the > "notifyCheckpointComplete() -> commitToKafka()" call is stuck. > - The "notifyCheckpointComplete() -> commitToKafka()" call is stuck, > because even though the poll() call may release the lock, but reacquires it > too fast. The lock is not fair after all. > > Would you be up for trying something out? > > - In the FlinkKafkaConsumer09, create a fair > "java.util.concurrent.locks.ReentrantLock", and where ever you have > "synchronized (flinkKafkaConsumer.consumer) {", can you replace that by > using the fair lock instead? > > If that solves it, we'll add that as a fix. > > Greetings, > Stephan > > > On Tue, Jul 5, 2016 at 9:24 AM, Hironori Ogibayashi <[hidden email]> > wrote: >> >> Hi, >> >> Sorry for my late response. >> Actually, I received no response in Kafka mailing list and still >> cannot find the root cause. >> But when I use FlinkKafkaConsumer082, I do not encounter this issue, >> so I will use FlinkKafkaConsumer082. >> >> Thanks >> Hironori >> >> 2016-06-17 2:59 GMT+09:00 Ufuk Celebi <[hidden email]>: >> > Thanks :) >> > >> > On Thu, Jun 16, 2016 at 3:21 PM, Hironori Ogibayashi >> > <[hidden email]> wrote: >> >> Ufuk, >> >> >> >> Yes, of course. I will be sure to update when I got some more >> >> information. >> >> >> >> Hironori >> >> >> >> 2016-06-16 1:56 GMT+09:00 Ufuk Celebi <[hidden email]>: >> >>> Hey Hironori, >> >>> >> >>> thanks for reporting this. Could you please update this thread when >> >>> you have more information from the Kafka list? >> >>> >> >>> – Ufuk >> >>> >> >>> >> >>> On Wed, Jun 15, 2016 at 2:48 PM, Hironori Ogibayashi >> >>> <[hidden email]> wrote: >> >>>> Kostas, >> >>>> >> >>>> Thank you for your advise. I have posted my question to the Kafka >> >>>> mailing list. >> >>>> I think Kafka brokers are fine because no errors on producer side >> >>>> with >> >>>> 15,000 msg/sec and >> >>>> from OS metrics, all of my brokers receives almost the same amount of >> >>>> network traffic. >> >>>> >> >>>> Thanks, >> >>>> Hironori >> >>>> >> >>>> >> >>>> >> >>>> >> >>>> 2016-06-14 22:40 GMT+09:00 Kostas Kloudas >> >>>> <[hidden email]>: >> >>>>> Hello Hironori, >> >>>>> >> >>>>> The logs just show that you get stuck in the Kafka consumer polling >> >>>>> loop, >> >>>>> which does not allow the consumer lock to be released. Thus the >> >>>>> Flink >> >>>>> part of the consumer is never actually called. >> >>>>> >> >>>>> To my understanding this does not seem to be a Flink issue. >> >>>>> Or at least this is not shown from the logs. >> >>>>> >> >>>>> From googling a bit, I found this: >> >>>>> >> >>>>> >> >>>>> http://stackoverflow.com/questions/35636739/kafka-consumer-marking-the-coordinator-2147483647-dead >> >>>>> >> >>>>> which relates the problem to network issues. >> >>>>> >> >>>>> Have you tried posting the problem also to the Kafka mailing list? >> >>>>> Can it be that the kafka broker fails and tries to reconnect but >> >>>>> does not >> >>>>> make it? >> >>>>> >> >>>>> Kostas >> >>>>> >> >>>>> On Jun 14, 2016, at 2:59 PM, Hironori Ogibayashi >> >>>>> <[hidden email]> >> >>>>> wrote: >> >>>>> >> >>>>> Kostas, >> >>>>> >> >>>>> I have attached a log file from one of the taskManager. (The same >> >>>>> host >> >>>>> I executed jstack) >> >>>>> I noticed that there are lots of "Marking the coordinator 2147482645 >> >>>>> dead" message in the log. >> >>>>> MyContinuousProcessingTimeTriggerGlobal in the log is my custom >> >>>>> trigger which is based on >> >>>>> ContinuousProcessingTimeTrigger but clean up windows when it >> >>>>> received >> >>>>> specific log records. >> >>>>> >> >>>>> Thanks, >> >>>>> Hironori >> >>>>> >> >>>>> 2016-06-14 21:23 GMT+09:00 Kostas Kloudas >> >>>>> <[hidden email]>: >> >>>>> >> >>>>> Hi Hironori, >> >>>>> >> >>>>> Could you also provide the logs of the taskManager? >> >>>>> >> >>>>> As you described, it seems that the consumer is stuck in the polling >> >>>>> loop, >> >>>>> although Flink polls with >> >>>>> a timeout. This would normally mean that periodically it should >> >>>>> release the >> >>>>> lock for the checkpoints to go through. >> >>>>> >> >>>>> The logs of the task manager can help at clarifying why this does >> >>>>> not >> >>>>> happen. >> >>>>> >> >>>>> Thanks, >> >>>>> Kostas >> >>>>> >> >>>>> On Jun 14, 2016, at 12:48 PM, Hironori Ogibayashi >> >>>>> <[hidden email]> >> >>>>> wrote: >> >>>>> >> >>>>> Kostas, >> >>>>> >> >>>>> Thank you for your response. >> >>>>> Yes, I am using latest Flink, which is 1.0.3. >> >>>>> >> >>>>> Thanks, >> >>>>> Hironori >> >>>>> >> >>>>> 2016-06-14 19:02 GMT+09:00 Kostas Kloudas >> >>>>> <[hidden email]>: >> >>>>> >> >>>>> Hello Hironori, >> >>>>> >> >>>>> Are you using the latest Flink version? >> >>>>> There were some changes in the FlinkConsumer in the latest releases. >> >>>>> >> >>>>> Thanks, >> >>>>> Kostas >> >>>>> >> >>>>> On Jun 14, 2016, at 11:52 AM, Hironori Ogibayashi >> >>>>> <[hidden email]> >> >>>>> wrote: >> >>>>> >> >>>>> Hello, >> >>>>> >> >>>>> I am running Flink job which reads topics from Kafka and write >> >>>>> results >> >>>>> to Redis. I use FsStatebackend with HDFS. >> >>>>> >> >>>>> I noticed that taking checkpoint takes serveral minutes and >> >>>>> sometimes >> >>>>> expires. >> >>>>> --- >> >>>>> 2016-06-14 17:25:40,734 INFO >> >>>>> org.apache.flink.runtime.checkpoint.CheckpointCoordinator - >> >>>>> Completed checkpoint 1456 (in 257956 ms) >> >>>>> 2016-06-14 17:25:40,735 INFO >> >>>>> org.apache.flink.runtime.checkpoint.CheckpointCoordinator - >> >>>>> Triggering checkpoint 1457 @ 1465892740734 >> >>>>> 2016-06-14 17:35:40,735 INFO >> >>>>> org.apache.flink.runtime.checkpoint.CheckpointCoordinator - >> >>>>> Checkpoint 1457 expired before completing. >> >>>>> 2016-06-14 17:35:40,736 INFO >> >>>>> org.apache.flink.runtime.checkpoint.CheckpointCoordinator - >> >>>>> Triggering checkpoint 1458 @ 1465893340735 >> >>>>> 2016-06-14 17:45:40,736 INFO >> >>>>> org.apache.flink.runtime.checkpoint.CheckpointCoordinator - >> >>>>> Checkpoint 1458 expired before completing. >> >>>>> 2016-06-14 17:45:40,737 INFO >> >>>>> org.apache.flink.runtime.checkpoint.CheckpointCoordinator - >> >>>>> Triggering checkpoint 1459 @ 1465893940736 >> >>>>> 2016-06-14 17:55:40,738 INFO >> >>>>> org.apache.flink.runtime.checkpoint.CheckpointCoordinator - >> >>>>> Checkpoint 1459 expired before completing. >> >>>>> 2016-06-14 17:55:40,739 INFO >> >>>>> org.apache.flink.runtime.checkpoint.CheckpointCoordinator - >> >>>>> Triggering checkpoint 1460 @ 1465894540738 >> >>>>> --- >> >>>>> >> >>>>> According to WebUI, checkpoint size is just 1MB. Why checkpointing >> >>>>> takes so long? >> >>>>> >> >>>>> I took jstack during checkpointing. It looks that checkpointing >> >>>>> thread >> >>>>> is blocked in commitOffsets. >> >>>>> >> >>>>> ---- >> >>>>> "Async calls on Source: Custom Source -> Flat Map (2/3)" daemon >> >>>>> prio=10 tid=0x00007f2b14010800 nid=0x1b89a waiting for monitor entry >> >>>>> [0x00007f2b3ddfc000] >> >>>>> java.lang.Thread.State: BLOCKED (on object monitor) >> >>>>> at >> >>>>> >> >>>>> org.apache.flink.streaming.connectors.kafka.FlinkKafkaConsumer09.commitOffsets(FlinkKafkaConsumer09.java:392) >> >>>>> - waiting to lock <0x0000000659111b58> (a >> >>>>> org.apache.kafka.clients.consumer.KafkaConsumer) >> >>>>> at >> >>>>> >> >>>>> org.apache.flink.streaming.connectors.kafka.FlinkKafkaConsumerBase.notifyCheckpointComplete(FlinkKafkaConsumerBase.java:169) >> >>>>> at >> >>>>> >> >>>>> org.apache.flink.streaming.api.operators.AbstractUdfStreamOperator.notifyOfCompletedCheckpoint(AbstractUdfStreamOperator.java:179) >> >>>>> at >> >>>>> >> >>>>> org.apache.flink.streaming.runtime.tasks.StreamTask.notifyCheckpointComplete(StreamTask.java:596) >> >>>>> - locked <0x0000000659111cc8> (a java.lang.Object) >> >>>>> at >> >>>>> org.apache.flink.runtime.taskmanager.Task$3.run(Task.java:945) >> >>>>> at >> >>>>> >> >>>>> java.util.concurrent.Executors$RunnableAdapter.call(Executors.java:471) >> >>>>> at java.util.concurrent.FutureTask.run(FutureTask.java:262) >> >>>>> at >> >>>>> >> >>>>> java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1145) >> >>>>> at >> >>>>> >> >>>>> java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:615) >> >>>>> at java.lang.Thread.run(Thread.java:745) >> >>>>> --- >> >>>>> >> >>>>> Blocker is this. >> >>>>> >> >>>>> --- >> >>>>> "Thread-9" daemon prio=10 tid=0x00007f2b2440d000 nid=0x1b838 >> >>>>> runnable >> >>>>> [0x00007f2b3dbfa000] >> >>>>> java.lang.Thread.State: RUNNABLE >> >>>>> at sun.nio.ch.EPollArrayWrapper.epollWait(Native Method) >> >>>>> at >> >>>>> sun.nio.ch.EPollArrayWrapper.poll(EPollArrayWrapper.java:269) >> >>>>> at >> >>>>> sun.nio.ch.EPollSelectorImpl.doSelect(EPollSelectorImpl.java:79) >> >>>>> at >> >>>>> sun.nio.ch.SelectorImpl.lockAndDoSelect(SelectorImpl.java:87) >> >>>>> - locked <0x0000000659457dc8> (a sun.nio.ch.Util$2) >> >>>>> - locked <0x0000000659457db8> (a >> >>>>> java.util.Collections$UnmodifiableSet) >> >>>>> - locked <0x0000000659457108> (a sun.nio.ch.EPollSelectorImpl) >> >>>>> at sun.nio.ch.SelectorImpl.select(SelectorImpl.java:98) >> >>>>> at >> >>>>> org.apache.kafka.common.network.Selector.select(Selector.java:425) >> >>>>> at >> >>>>> org.apache.kafka.common.network.Selector.poll(Selector.java:254) >> >>>>> at >> >>>>> org.apache.kafka.clients.NetworkClient.poll(NetworkClient.java:256) >> >>>>> at >> >>>>> >> >>>>> org.apache.kafka.clients.consumer.internals.ConsumerNetworkClient.clientPoll(ConsumerNetworkClient.java:320) >> >>>>> at >> >>>>> >> >>>>> org.apache.kafka.clients.consumer.internals.ConsumerNetworkClient.poll(ConsumerNetworkClient.java:213) >> >>>>> at >> >>>>> >> >>>>> org.apache.kafka.clients.consumer.internals.ConsumerNetworkClient.poll(ConsumerNetworkClient.java:193) >> >>>>> at >> >>>>> >> >>>>> org.apache.kafka.clients.consumer.KafkaConsumer.pollOnce(KafkaConsumer.java:908) >> >>>>> at >> >>>>> >> >>>>> org.apache.kafka.clients.consumer.KafkaConsumer.poll(KafkaConsumer.java:853) >> >>>>> at >> >>>>> >> >>>>> org.apache.flink.streaming.connectors.kafka.FlinkKafkaConsumer09$ConsumerThread.run(FlinkKafkaConsumer09.java:449) >> >>>>> - locked <0x0000000659111b58> (a >> >>>>> org.apache.kafka.clients.consumer.KafkaConsumer) >> >>>>> --- >> >>>>> >> >>>>> If someone could advise me of the cause or the way to investigate >> >>>>> further, that would be appreciated. >> >>>>> >> >>>>> Thanks, >> >>>>> Hironori >> >>>>> >> >>>>> >> >>>>> >> >>>>> <flink-flink-taskmanager-0-FLINK1503.log.gz> >> >>>>> >> >>>>> > > |
«
Return to (DEPRECATED) Apache Flink User Mailing List archive.
|
1 view|%1 views
| Free forum by Nabble | Edit this page |