Camel 平行线聚合

wgxvkvu9  于 2022-11-07  发布在  Apache
关注(0)|答案(2)|浏览(213)

我需要aggregate方法在我的split中并行运行,所以我激活了parallelAggregate选项,但它没有像我预期的那样工作。

@RunWith(SpringJUnit4ClassRunner.class)
public class SplitAggregationTest extends CamelTestSupport {
private final Logger LOGGER = LoggerFactory.getLogger(SplitAggregationTest.class);

@Override
protected RouteBuilder createRouteBuilder() throws Exception {
    return new RouteBuilder() {
        @Override
        public void configure() throws Exception {
            from("direct:start")
                    .split(body(), new AggregationStrategy() {
                        @Override
                        public Exchange aggregate(Exchange oldExchange, Exchange newExchange) {
                            try {
                                Thread.sleep(1000);
                            } catch (InterruptedException e) {
                                LOGGER.error("InterruptedException: ", e);
                            }
                            return oldExchange == null ? newExchange : oldExchange;
                        }
                    }).streaming().parallelProcessing().parallelAggregate()
                        .log(LoggingLevel.INFO, LOGGER, "Aggreg ${body}")
                    .end();
        }
    };
}

@Test
public void test1() throws InterruptedException {
    Thread.sleep(5000);

    template.sendBody("direct:start", Arrays.asList("A", "B", "C", "D"));

    Thread.sleep(5000);
}

聚合方法(紫色)不是并行运行的,它们会在以下时间之前等待对方完成:

编辑-相应的线程转储:

"Camel (camel-2) thread #17 - Split" #36 daemon prio=5 os_prio=0   tid=0x000002317da51800 nid=0x149bc waiting on condition  [0x00000062a55fe000]
java.lang.Thread.State: WAITING (parking)
at sun.misc.Unsafe.park(Native Method)
- parking to wait for  <0x000000076e105c70> (a java.util.concurrent.locks.ReentrantLock$NonfairSync)
at java.util.concurrent.locks.LockSupport.park(LockSupport.java:175)
at java.util.concurrent.locks.AbstractQueuedSynchronizer.parkAndCheckInterrupt(AbstractQueuedSynchronizer.java:836)
at java.util.concurrent.locks.AbstractQueuedSynchronizer.acquireQueued(AbstractQueuedSynchronizer.java:870)
at java.util.concurrent.locks.AbstractQueuedSynchronizer.acquire(AbstractQueuedSynchronizer.java:1199)
at java.util.concurrent.locks.ReentrantLock$NonfairSync.lock(ReentrantLock.java:209)
at java.util.concurrent.locks.ReentrantLock.lock(ReentrantLock.java:285)
at org.apache.camel.util.concurrent.AsyncCompletionService.complete(AsyncCompletionService.java:141)
at org.apache.camel.util.concurrent.AsyncCompletionService.access$200(AsyncCompletionService.java:30)
at org.apache.camel.util.concurrent.AsyncCompletionService$Task.accept(AsyncCompletionService.java:168)
at org.apache.camel.processor.MulticastProcessor$MulticastReactiveTask.lambda$null$0(MulticastProcessor.java:579)
at org.apache.camel.processor.MulticastProcessor$MulticastReactiveTask$$Lambda$519/1049021104.done(Unknown Source)
at org.apache.camel.AsyncCallback.run(AsyncCallback.java:44)
at org.apache.camel.impl.engine.DefaultReactiveExecutor$Worker.schedule(DefaultReactiveExecutor.java:187)
at org.apache.camel.impl.engine.DefaultReactiveExecutor.schedule(DefaultReactiveExecutor.java:59)
at org.apache.camel.processor.MulticastProcessor.lambda$schedule$1(MulticastProcessor.java:348)
at org.apache.camel.processor.MulticastProcessor$$Lambda$517/1626228981.run(Unknown Source)
at java.util.concurrent.Executors$RunnableAdapter.call(Executors.java:511)
at java.util.concurrent.FutureTask.run(FutureTask.java:266)
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)

Locked ownable synchronizers:
- <0x000000076f0ca838> (a java.util.concurrent.ThreadPoolExecutor$Worker)

"Camel (camel-2) thread #16 - Split" #35 daemon prio=5 os_prio=0   tid=0x000002317da54000 nid=0x6a8 waiting on condition [0x00000062a54fe000]
java.lang.Thread.State: TIMED_WAITING (sleeping)
at java.lang.Thread.sleep(Native Method)
at com.mybatch.camel.processor.SplitAggregationTest$1$1.aggregate(SplitAggregationTest.java:34)
at org.apache.camel.AggregationStrategy.aggregate(AggregationStrategy.java:86)
at org.apache.camel.processor.MulticastProcessor.doAggregateInternal(MulticastProcessor.java:894)
at org.apache.camel.processor.MulticastProcessor.doAggregate(MulticastProcessor.java:858)
at org.apache.camel.processor.MulticastProcessor$MulticastTask.aggregate(MulticastProcessor.java:451)
at org.apache.camel.processor.MulticastProcessor$MulticastReactiveTask.lambda$null$0(MulticastProcessor.java:582)
at org.apache.camel.processor.MulticastProcessor$MulticastReactiveTask$$Lambda$519/1049021104.done(Unknown Source)
at org.apache.camel.AsyncCallback.run(AsyncCallback.java:44)
at org.apache.camel.impl.engine.DefaultReactiveExecutor$Worker.schedule(DefaultReactiveExecutor.java:187)
at org.apache.camel.impl.engine.DefaultReactiveExecutor.schedule(DefaultReactiveExecutor.java:59)
at org.apache.camel.processor.MulticastProcessor.lambda$schedule$1(MulticastProcessor.java:348)
at org.apache.camel.processor.MulticastProcessor$$Lambda$517/1626228981.run(Unknown Source)
at java.util.concurrent.Executors$RunnableAdapter.call(Executors.java:511)
at java.util.concurrent.FutureTask.run(FutureTask.java:266)
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)

Locked ownable synchronizers:
- <0x000000076e105c70> (a java.util.concurrent.locks.ReentrantLock$NonfairSync)
- <0x000000076ef115b0> (a java.util.concurrent.ThreadPoolExecutor$Worker)
e0bqpujr

e0bqpujr1#

让我们首先定义这些术语:

并行处理:如果为true,则每个拆分项都将通过线程池(默认或您提供的线程池)中的线程运行。
并行聚合:如果为true,Camel将同步对AggregationStrategy的调用(顺便说一句,确保它是线程安全的)。

根据您获得的线程名称,Camel正在不同的线程上运行拆分项。您确定您的aggregate方法没有被多个线程并发调用吗?您可能看到Camel等待所有拆分项完成,然后才越过拆分

i34xakig

i34xakig2#

经过一些调查(src here),MulticastProcessor#agregate()中的reentrantlock似乎阻止了拆分线程同时处理camel V3.X中的AggregationStrategy(在V2.X中,与//中预期的测试聚合相同)
你不认为这种聚合方法中的reentrantlock不是并行聚合配置的意义吗?
以下是测试的日志输出(在1秒内依次进行聚合处理)

2022-08-12 17:09:14,997|INFO |main|o.a.c.i.e.AbstractCamelContext:3116||    Started route1 (direct://start)
2022-08-12 17:09:14,997|INFO |main|o.a.c.i.e.AbstractCamelContext:3134||Apache Camel 3.14.0 (camel-1) started in 169ms (build:48ms init:114ms start:7ms)
2022-08-12 17:09:15,013|INFO |pool-1-thread-3|SplitAggregationTest:166||Split part C
2022-08-12 17:09:15,013|INFO |pool-1-thread-2|SplitAggregationTest:166||Split part A
2022-08-12 17:09:15,013|INFO |pool-1-thread-1|SplitAggregationTest:166||Split part D
2022-08-12 17:09:15,013|INFO |pool-1-thread-4|SplitAggregationTest:166||Split part B
2022-08-12 17:09:15,016|INFO |pool-1-thread-4|SplitAggregationTest:29||> Aggregate NULL to new: B:FCFE9D041FBDD72-0000000000000001
2022-08-12 17:09:16,016|INFO |pool-1-thread-1|SplitAggregationTest:29||> Aggregate B:FCFE9D041FBDD72-0000000000000001 to new: D:FCFE9D041FBDD72-0000000000000002
2022-08-12 17:09:17,016|INFO |pool-1-thread-3|SplitAggregationTest:29||> Aggregate B:FCFE9D041FBDD72-0000000000000001 to new: C:FCFE9D041FBDD72-0000000000000003
2022-08-12 17:09:18,016|INFO |pool-1-thread-2|SplitAggregationTest:29||> Aggregate B:FCFE9D041FBDD72-0000000000000001 to new: A:FCFE9D041FBDD72-0000000000000004
2022-08-12 17:09:19,016|INFO |pool-1-thread-2|SplitAggregationTest:166||End aggregation  B

这里是“pool-1-thread-1”聚集时的线程转储。其他3个线程正在等待停止以等待 ReentrantLock$NonfairSync

"pool-1-thread-4" #15 prio=5 os_prio=0 tid=0x00000000210a1800 nid=0x5988 waiting on condition [0x000000002275e000]
   java.lang.Thread.State: WAITING (parking)
        at sun.misc.Unsafe.park(Native Method)
        - parking to wait for  <0x000000076bd49968> (a java.util.concurrent.locks.ReentrantLock$NonfairSync)
        at java.util.concurrent.locks.LockSupport.park(LockSupport.java:175)
        at java.util.concurrent.locks.AbstractQueuedSynchronizer.parkAndCheckInterrupt(AbstractQueuedSynchronizer.java:836)
        at java.util.concurrent.locks.AbstractQueuedSynchronizer.acquireQueued(AbstractQueuedSynchronizer.java:870)
        at java.util.concurrent.locks.AbstractQueuedSynchronizer.acquire(AbstractQueuedSynchronizer.java:1199)
        at java.util.concurrent.locks.ReentrantLock$NonfairSync.lock(ReentrantLock.java:209)
        at java.util.concurrent.locks.ReentrantLock.lock(ReentrantLock.java:285)
        at org.apache.camel.util.concurrent.AsyncCompletionService.complete(AsyncCompletionService.java:141)
        at org.apache.camel.util.concurrent.AsyncCompletionService.access$200(AsyncCompletionService.java:30)
        at org.apache.camel.util.concurrent.AsyncCompletionService$Task.accept(AsyncCompletionService.java:168)
        at org.apache.camel.processor.MulticastProcessor$MulticastReactiveTask.lambda$null$0(MulticastProcessor.java:579)
        at org.apache.camel.processor.MulticastProcessor$MulticastReactiveTask$$Lambda$73/792205377.done(Unknown Source)
        at org.apache.camel.AsyncCallback.run(AsyncCallback.java:44)
        at org.apache.camel.impl.engine.DefaultReactiveExecutor$Worker.schedule(DefaultReactiveExecutor.java:187)
        at org.apache.camel.impl.engine.DefaultReactiveExecutor.schedule(DefaultReactiveExecutor.java:59)
        at org.apache.camel.processor.MulticastProcessor.lambda$schedule$1(MulticastProcessor.java:348)
        at org.apache.camel.processor.MulticastProcessor$$Lambda$70/900268191.run(Unknown Source)
        at java.util.concurrent.Executors$RunnableAdapter.call(Executors.java:511)
        at java.util.concurrent.FutureTask.run(FutureTask.java:266)
        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)

   Locked ownable synchronizers:
        - <0x000000076f701340> (a java.util.concurrent.ThreadPoolExecutor$Worker)

"pool-1-thread-3" #14 prio=5 os_prio=0 tid=0x00000000210a0000 nid=0x3c8c waiting on condition [0x000000002265e000]
   java.lang.Thread.State: WAITING (parking)
        at sun.misc.Unsafe.park(Native Method)
        - parking to wait for  <0x000000076bd49968> (a java.util.concurrent.locks.ReentrantLock$NonfairSync)
        at java.util.concurrent.locks.LockSupport.park(LockSupport.java:175)
        at java.util.concurrent.locks.AbstractQueuedSynchronizer.parkAndCheckInterrupt(AbstractQueuedSynchronizer.java:836)
        at java.util.concurrent.locks.AbstractQueuedSynchronizer.acquireQueued(AbstractQueuedSynchronizer.java:870)
        at java.util.concurrent.locks.AbstractQueuedSynchronizer.acquire(AbstractQueuedSynchronizer.java:1199)
        at java.util.concurrent.locks.ReentrantLock$NonfairSync.lock(ReentrantLock.java:209)
        at java.util.concurrent.locks.ReentrantLock.lock(ReentrantLock.java:285)
        at org.apache.camel.util.concurrent.AsyncCompletionService.complete(AsyncCompletionService.java:141)
        at org.apache.camel.util.concurrent.AsyncCompletionService.access$200(AsyncCompletionService.java:30)
        at org.apache.camel.util.concurrent.AsyncCompletionService$Task.accept(AsyncCompletionService.java:168)
        at org.apache.camel.processor.MulticastProcessor$MulticastReactiveTask.lambda$null$0(MulticastProcessor.java:579)
        at org.apache.camel.processor.MulticastProcessor$MulticastReactiveTask$$Lambda$73/792205377.done(Unknown Source)
        at org.apache.camel.AsyncCallback.run(AsyncCallback.java:44)
        at org.apache.camel.impl.engine.DefaultReactiveExecutor$Worker.schedule(DefaultReactiveExecutor.java:187)
        at org.apache.camel.impl.engine.DefaultReactiveExecutor.schedule(DefaultReactiveExecutor.java:59)
        at org.apache.camel.processor.MulticastProcessor.lambda$schedule$1(MulticastProcessor.java:348)
        at org.apache.camel.processor.MulticastProcessor$$Lambda$70/900268191.run(Unknown Source)
        at java.util.concurrent.Executors$RunnableAdapter.call(Executors.java:511)
        at java.util.concurrent.FutureTask.run(FutureTask.java:266)
        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)

   Locked ownable synchronizers:
        - <0x000000076f7011d0> (a java.util.concurrent.ThreadPoolExecutor$Worker)

"pool-1-thread-2" #13 prio=5 os_prio=0 tid=0x00000000210a0800 nid=0x32f8 waiting on condition [0x000000002255f000]
   java.lang.Thread.State: WAITING (parking)
        at sun.misc.Unsafe.park(Native Method)
        - parking to wait for  <0x000000076f7010f8> (a java.util.concurrent.locks.AbstractQueuedSynchronizer$ConditionObject)
        at java.util.concurrent.locks.LockSupport.park(LockSupport.java:175)
        at java.util.concurrent.locks.AbstractQueuedSynchronizer$ConditionObject.await(AbstractQueuedSynchronizer.java:2039)
        at java.util.concurrent.LinkedBlockingQueue.take(LinkedBlockingQueue.java:442)
        at java.util.concurrent.ThreadPoolExecutor.getTask(ThreadPoolExecutor.java:1074)
        at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1134)
        at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)
        at java.lang.Thread.run(Thread.java:748)

   Locked ownable synchronizers:
        - None

"pool-1-thread-1" #12 prio=5 os_prio=0 tid=0x000000002109f000 nid=0x4770 runnable [0x000000002245e000]
   java.lang.Thread.State: RUNNABLE
        at SplitAggregationTest$1.lambda$0(SplitAggregationTest.java:35)
        at SplitAggregationTest$1$$Lambda$30/2021707251.aggregate(Unknown Source)
        at org.apache.camel.AggregationStrategy.aggregate(AggregationStrategy.java:86)
        at org.apache.camel.processor.MulticastProcessor.doAggregateInternal(MulticastProcessor.java:894)
        at org.apache.camel.processor.MulticastProcessor.doAggregate(MulticastProcessor.java:858)
        at org.apache.camel.processor.MulticastProcessor$MulticastTask.aggregate(MulticastProcessor.java:451)
        at org.apache.camel.processor.MulticastProcessor$MulticastReactiveTask.lambda$null$0(MulticastProcessor.java:582)
        at org.apache.camel.processor.MulticastProcessor$MulticastReactiveTask$$Lambda$73/792205377.done(Unknown Source)
        at org.apache.camel.AsyncCallback.run(AsyncCallback.java:44)
        at org.apache.camel.impl.engine.DefaultReactiveExecutor$Worker.schedule(DefaultReactiveExecutor.java:187)
        at org.apache.camel.impl.engine.DefaultReactiveExecutor.schedule(DefaultReactiveExecutor.java:59)
        at org.apache.camel.processor.MulticastProcessor.lambda$schedule$1(MulticastProcessor.java:348)
        at org.apache.camel.processor.MulticastProcessor$$Lambda$70/900268191.run(Unknown Source)
        at java.util.concurrent.Executors$RunnableAdapter.call(Executors.java:511)
        at java.util.concurrent.FutureTask.run(FutureTask.java:266)
        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)

   Locked ownable synchronizers:
        - <0x000000076bd49968> (a java.util.concurrent.locks.ReentrantLock$NonfairSync)
        - <0x000000076f701390> (a java.util.concurrent.ThreadPoolExecutor$Worker)

谢谢你的帮助

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