Stepan Pilschikov created IGNITE-12658:
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Summary: [ML][Examples] TutorialStepByStepExample failed on
cluster with more then 1 node
Key: IGNITE-12658
URL: https://issues.apache.org/jira/browse/IGNITE-12658
Project: Ignite
Issue Type: Bug
Components: examples, ml
Affects Versions: 2.8
Environment: Ubuntu/Win
Java 8
Reporter: Stepan Pilschikov
Steps to reproduce:
1. Run Ignite node with org.apache.ignite.examples.ExampleNodeStartup (1 node
will be enough)
2. Run org.apache.ignite.examples.ml.tutorial.TutorialStepByStepExample
Actual:
On Step_8_CV_with_Param_Grid_and_metrics starting to throw a lot of exceptions
{code:java}
Train with p: 2 and maxDeep: 1
>>> Trained model: if (x1 > 0.4368) then return 1.0000 else return 0.0000
>>> Accuracy 0.7679083094555874
>>> Test Error 0.2320916905444126
>>> Tutorial step 8 (cross-validation) example completed.
[13:25:40] Ignite node stopped OK [uptime=00:00:17.453]
>>> Tutorial step 8 (cross-validation with param grid) example started.
[13:25:40] __________ ________________
[13:25:40] / _/ ___/ |/ / _/_ __/ __/
[13:25:40] _/ // (7 7 // / / / / _/
[13:25:40] /___/\___/_/|_/___/ /_/ /___/
[13:25:40]
[13:25:40] ver. 2.8.0#20200130-sha1:f478aa56
[13:25:40] 2020 Copyright(C) Apache Software Foundation
[13:25:40]
[13:25:40] Ignite documentation: http://ignite.apache.org
[13:25:40]
[13:25:40] Quiet mode.
[13:25:40] ^-- Logging to file
'/opt/buildagent/work/d501ae8146bd8253/i2test/var/suite-examples/app-ignite/work/log/ignite-e156b2f2.log'
[13:25:40] ^-- Logging by 'Log4JLogger [quiet=true, config=null]'
[13:25:40] ^-- To see **FULL** console log here add -DIGNITE_QUIET=false or
"-v" to ignite.{sh|bat}
[13:25:40]
[13:25:40] OS: Linux 4.15.0-65-generic amd64
[13:25:40] VM information: Java(TM) SE Runtime Environment 1.8.0_221-b11 Oracle
Corporation Java HotSpot(TM) 64-Bit Server VM 25.221-b11
[13:25:40] Please set system property '-Djava.net.preferIPv4Stack=true' to
avoid possible problems in mixed environments.
[13:25:40] Configured plugins:
[13:25:40] ^-- ml-inference-plugin 1.0.0
[13:25:40] ^-- null
[13:25:40]
[13:25:40] Configured failure handler: [hnd=StopNodeOrHaltFailureHandler
[tryStop=false, timeout=0, super=AbstractFailureHandler
[ignoredFailureTypes=UnmodifiableSet [SYSTEM_WORKER_BLOCKED,
SYSTEM_CRITICAL_OPERATION_TIMEOUT]]]]
[13:25:40] Message queue limit is set to 0 which may lead to potential OOMEs
when running cache operations in FULL_ASYNC or PRIMARY_SYNC modes due to
message queues growth on sender and receiver sides.
[13:25:40] Security status [authentication=off, tls/ssl=off]
[13:25:41] Performance suggestions for grid (fix if possible)
[13:25:41] To disable, set -DIGNITE_PERFORMANCE_SUGGESTIONS_DISABLED=true
[13:25:41] ^-- Disable grid events (remove 'includeEventTypes' from
configuration)
[13:25:41] ^-- Enable G1 Garbage Collector (add '-XX:+UseG1GC' to JVM options)
[13:25:41] ^-- Set max direct memory size if getting 'OOME: Direct buffer
memory' (add '-XX:MaxDirectMemorySize=<size>[g|G|m|M|k|K]' to JVM options)
[13:25:41] ^-- Disable processing of calls to System.gc() (add
'-XX:+DisableExplicitGC' to JVM options)
[13:25:41] Refer to this page for more performance suggestions:
https://apacheignite.readme.io/docs/jvm-and-system-tuning
[13:25:41]
[13:25:41] To start Console Management & Monitoring run ignitevisorcmd.{sh|bat}
[13:25:41] Data Regions Configured:
[13:25:41] ^-- Default_Region [initSize=500.0 MiB, maxSize=18.9 GiB,
persistence=false, lazyMemoryAllocation=true]
[13:25:41]
[13:25:41] Ignite node started OK (id=e156b2f2)
[13:25:41] Topology snapshot [ver=20, locNode=e156b2f2, servers=2, clients=0,
state=ACTIVE, CPUs=5, offheap=38.0GB, heap=3.0GB]
[13:25:41] ^-- Baseline [id=0, size=2, online=2, offline=0]
[2020-02-11 13:25:42,428][ERROR][sys-#593][GridTaskWorker] Failed to obtain
remote job result policy for result from ComputeTask.result(..) method (will
fail the whole task): GridJobResultImpl [job=C2
[c=o.a.i.ml.dataset.impl.cache.util.ComputeUtils$DeployableCallable@30e27659],
sib=GridJobSiblingImpl [sesId=f9aced33071-e156b2f2-d116-4389-bd43-8536dc598888,
jobId=1aaced33071-e156b2f2-d116-4389-bd43-8536dc598888,
nodeId=f1135598-73c8-4324-92af-45c110a6a637, isJobDone=false],
jobCtx=GridJobContextImpl
[jobId=1aaced33071-e156b2f2-d116-4389-bd43-8536dc598888, timeoutObj=null,
attrs=HashMap {}], node=TcpDiscoveryNode
[id=f1135598-73c8-4324-92af-45c110a6a637,
consistentId=127.0.0.1,192.168.112.2:47500, addrs=ArrayList [127.0.0.1,
192.168.112.2], sockAddrs=HashSet [/127.0.0.1:47500,
87bf29244900/192.168.112.2:47500], discPort=47500, order=1, intOrder=1,
lastExchangeTime=1581416741501, loc=false, ver=2.8.0#20200130-sha1:f478aa56,
isClient=false], ex=class o.a.i.IgniteException: Failed to deserialize object
[typeName=o.a.i.i.processors.closure.GridClosureProcessor$C2], hasRes=true,
isCancelled=false, isOccupied=true]
class org.apache.ignite.IgniteException: Remote job threw user exception
(override or implement ComputeTask.result(..) method if you would like to have
automatic failover for this exception): Failed to deserialize object
[typeName=org.apache.ignite.internal.processors.closure.GridClosureProcessor$C2]
at
org.apache.ignite.compute.ComputeTaskAdapter.result(ComputeTaskAdapter.java:102)
at
org.apache.ignite.internal.processors.task.GridTaskWorker$5.apply(GridTaskWorker.java:1062)
at
org.apache.ignite.internal.processors.task.GridTaskWorker$5.apply(GridTaskWorker.java:1055)
at
org.apache.ignite.internal.util.IgniteUtils.wrapThreadLoader(IgniteUtils.java:7037)
at
org.apache.ignite.internal.processors.task.GridTaskWorker.result(GridTaskWorker.java:1055)
at
org.apache.ignite.internal.processors.task.GridTaskWorker.onResponse(GridTaskWorker.java:862)
at
org.apache.ignite.internal.processors.task.GridTaskProcessor.processJobExecuteResponse(GridTaskProcessor.java:1146)
at
org.apache.ignite.internal.processors.task.GridTaskProcessor$JobMessageListener.onMessage(GridTaskProcessor.java:1370)
at
org.apache.ignite.internal.managers.communication.GridIoManager.invokeListener(GridIoManager.java:1843)
at
org.apache.ignite.internal.managers.communication.GridIoManager.processRegularMessage0(GridIoManager.java:1468)
at
org.apache.ignite.internal.managers.communication.GridIoManager.access$5200(GridIoManager.java:229)
at
org.apache.ignite.internal.managers.communication.GridIoManager$9.run(GridIoManager.java:1365)
at
java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1149)
at
java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)
at java.lang.Thread.run(Thread.java:748)
Caused by: class org.apache.ignite.IgniteException: Failed to deserialize
object
[typeName=org.apache.ignite.internal.processors.closure.GridClosureProcessor$C2]
at
org.apache.ignite.internal.processors.job.GridJobWorker.initialize(GridJobWorker.java:467)
at
org.apache.ignite.internal.processors.job.GridJobProcessor.processJobExecuteRequest(GridJobProcessor.java:1265)
at
org.apache.ignite.internal.processors.job.GridJobProcessor$JobExecutionListener.onMessage(GridJobProcessor.java:2089)
... 7 more
Caused by: class org.apache.ignite.IgniteCheckedException: Failed to
deserialize object
[typeName=org.apache.ignite.internal.processors.closure.GridClosureProcessor$C2]
at
org.apache.ignite.internal.util.IgniteUtils.unmarshal(IgniteUtils.java:10310)
at
org.apache.ignite.internal.processors.job.GridJobWorker.initialize(GridJobWorker.java:448)
... 9 more
Caused by: class org.apache.ignite.binary.BinaryObjectException: Failed to
deserialize object
[typeName=org.apache.ignite.internal.processors.closure.GridClosureProcessor$C2]
at
org.apache.ignite.internal.binary.BinaryClassDescriptor.read(BinaryClassDescriptor.java:913)
at
org.apache.ignite.internal.binary.BinaryReaderExImpl.deserialize0(BinaryReaderExImpl.java:1764)
at
org.apache.ignite.internal.binary.BinaryReaderExImpl.deserialize(BinaryReaderExImpl.java:1716)
at
org.apache.ignite.internal.binary.GridBinaryMarshaller.deserialize(GridBinaryMarshaller.java:307)
at
org.apache.ignite.internal.binary.BinaryMarshaller.unmarshal0(BinaryMarshaller.java:101)
at
org.apache.ignite.marshaller.AbstractNodeNameAwareMarshaller.unmarshal(AbstractNodeNameAwareMarshaller.java:81)
at
org.apache.ignite.internal.util.IgniteUtils.unmarshal(IgniteUtils.java:10304)
... 10 more
Caused by: class org.apache.ignite.binary.BinaryObjectException: Failed to
deserialize object
[typeName=org.apache.ignite.ml.dataset.impl.cache.util.ComputeUtils$DeployableCallable]
at
org.apache.ignite.internal.binary.BinaryClassDescriptor.read(BinaryClassDescriptor.java:913)
at
org.apache.ignite.internal.binary.BinaryReaderExImpl.deserialize0(BinaryReaderExImpl.java:1764)
at
org.apache.ignite.internal.binary.BinaryReaderExImpl.deserialize(BinaryReaderExImpl.java:1716)
at
org.apache.ignite.internal.binary.BinaryUtils.doReadObject(BinaryUtils.java:1800)
at
org.apache.ignite.internal.binary.BinaryReaderExImpl.readObject(BinaryReaderExImpl.java:1331)
at
org.apache.ignite.internal.processors.closure.GridClosureProcessor$C2.readBinary(GridClosureProcessor.java:1872)
at
org.apache.ignite.internal.binary.BinaryClassDescriptor.read(BinaryClassDescriptor.java:864)
... 16 more
Caused by: class org.apache.ignite.binary.BinaryObjectException: Failed to read
field [name=fun]
at
org.apache.ignite.internal.binary.BinaryFieldAccessor.read(BinaryFieldAccessor.java:192)
at
org.apache.ignite.internal.binary.BinaryClassDescriptor.read(BinaryClassDescriptor.java:874)
... 22 more
Caused by: class org.apache.ignite.binary.BinaryObjectException: Failed to
deserialize object [typeName=java.lang.invoke.SerializedLambda]
at
org.apache.ignite.internal.binary.BinaryClassDescriptor.read(BinaryClassDescriptor.java:913)
at
org.apache.ignite.internal.binary.BinaryReaderExImpl.deserialize0(BinaryReaderExImpl.java:1764)
at
org.apache.ignite.internal.binary.BinaryReaderExImpl.deserialize(BinaryReaderExImpl.java:1716)
at
org.apache.ignite.internal.binary.BinaryReaderExImpl.readField(BinaryReaderExImpl.java:1984)
at
org.apache.ignite.internal.binary.BinaryFieldAccessor$DefaultFinalClassAccessor.read0(BinaryFieldAccessor.java:703)
at
org.apache.ignite.internal.binary.BinaryFieldAccessor.read(BinaryFieldAccessor.java:188)
... 23 more
{code}
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