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https://issues.apache.org/jira/browse/HIVE-12175?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14957900#comment-14957900
]
Gopal V commented on HIVE-12175:
--------------------------------
Kryo is currently thrashing the perm-gen in the higher concurrency queries.
Using the newer Kryo will bypass some of these issues by relying on Unsafe
access instead of creating more proxy classes.
{code}
ERROR org.apache.hadoop.hive.ql.exec.tez.TezProcessor:
java.lang.OutOfMemoryError: PermGen space
at sun.misc.Unsafe.defineClass(Native Method)
at sun.reflect.ClassDefiner.defineClass(ClassDefiner.java:63)
at
sun.reflect.MethodAccessorGenerator$1.run(MethodAccessorGenerator.java:399)
at
sun.reflect.MethodAccessorGenerator$1.run(MethodAccessorGenerator.java:396)
at java.security.AccessController.doPrivileged(Native Method)
at
sun.reflect.MethodAccessorGenerator.generate(MethodAccessorGenerator.java:395)
at
sun.reflect.MethodAccessorGenerator.generateSerializationConstructor(MethodAccessorGenerator.java:113)
at
sun.reflect.ReflectionFactory.newConstructorForSerialization(ReflectionFactory.java:331)
at
org.apache.hive.com.esotericsoftware.shaded.org.objenesis.instantiator.sun.SunReflectionFactoryInstantiator.<init>(SunReflectionFactoryInstantiator.java:49)
at
org.apache.hive.com.esotericsoftware.shaded.org.objenesis.strategy.StdInstantiatorStrategy.newInstantiatorOf(StdInstantiatorStrategy.java:85)
at
org.apache.hive.com.esotericsoftware.kryo.Kryo.newInstantiator(Kryo.java:1100)
at
org.apache.hive.com.esotericsoftware.kryo.Kryo.newInstance(Kryo.java:1109)
at
org.apache.hive.com.esotericsoftware.kryo.serializers.FieldSerializer.create(FieldSerializer.java:526)
at
org.apache.hive.com.esotericsoftware.kryo.serializers.FieldSerializer.read(FieldSerializer.java:502)
at
org.apache.hive.com.esotericsoftware.kryo.Kryo.readObject(Kryo.java:694)
at
org.apache.hive.com.esotericsoftware.kryo.serializers.ObjectField.read(ObjectField.java:106)
at
org.apache.hive.com.esotericsoftware.kryo.serializers.FieldSerializer.read(FieldSerializer.java:507)
at
org.apache.hive.com.esotericsoftware.kryo.Kryo.readClassAndObject(Kryo.java:776)
at
org.apache.hive.com.esotericsoftware.kryo.serializers.CollectionSerializer.read(CollectionSerializer.java:112)
at
org.apache.hive.com.esotericsoftware.kryo.serializers.CollectionSerializer.read(CollectionSerializer.java:18)
at
org.apache.hive.com.esotericsoftware.kryo.Kryo.readObject(Kryo.java:694)
at
org.apache.hive.com.esotericsoftware.kryo.serializers.ObjectField.read(ObjectField.java:106)
at
org.apache.hive.com.esotericsoftware.kryo.serializers.FieldSerializer.read(FieldSerializer.java:507)
at
org.apache.hive.com.esotericsoftware.kryo.Kryo.readClassAndObject(Kryo.java:776)
at
org.apache.hive.com.esotericsoftware.kryo.serializers.CollectionSerializer.read(CollectionSerializer.java:112)
at
org.apache.hive.com.esotericsoftware.kryo.serializers.CollectionSerializer.read(CollectionSerializer.java:18)
at
org.apache.hive.com.esotericsoftware.kryo.Kryo.readObject(Kryo.java:694)
at
org.apache.hive.com.esotericsoftware.kryo.serializers.ObjectField.read(ObjectField.java:106)
at
org.apache.hive.com.esotericsoftware.kryo.serializers.FieldSerializer.read(FieldSerializer.java:507)
at
org.apache.hive.com.esotericsoftware.kryo.Kryo.readClassAndObject(Kryo.java:776)
at
org.apache.hive.com.esotericsoftware.kryo.serializers.MapSerializer.read(MapSerializer.java:139)
at
org.apache.hive.com.esotericsoftware.kryo.serializers.MapSerializer.read(MapSerializer.java:17)
{code}
> Upgrade Kryo version to 3.0.x
> -----------------------------
>
> Key: HIVE-12175
> URL: https://issues.apache.org/jira/browse/HIVE-12175
> Project: Hive
> Issue Type: Improvement
> Components: Serializers/Deserializers
> Affects Versions: 2.0.0
> Reporter: Prasanth Jayachandran
> Assignee: Prasanth Jayachandran
>
> Current version of kryo (2.22) has some issue (refer exception below and in
> HIVE-12174) with serializing ArrayLists generated using Arrays.asList(). We
> need to either replace all occurrences of Arrays.asList() or change the
> current StdInstantiatorStrategy. This issue is fixed in later versions and
> kryo community recommends using DefaultInstantiatorStrategy with fallback to
> StdInstantiatorStrategy. More discussion about this issue is here
> https://github.com/EsotericSoftware/kryo/issues/216. Alternatively, custom
> serilization/deserilization class can be provided for Arrays.asList.
> Also, kryo 3.0 introduced unsafe based serialization which claims to have
> much better performance for certain types of serialization.
> Exception:
> {code}
> Caused by: java.lang.NullPointerException
> at java.util.Arrays$ArrayList.size(Arrays.java:2847)
> at java.util.AbstractList.add(AbstractList.java:108)
> at
> org.apache.hive.com.esotericsoftware.kryo.serializers.CollectionSerializer.read(CollectionSerializer.java:112)
> at
> org.apache.hive.com.esotericsoftware.kryo.serializers.CollectionSerializer.read(CollectionSerializer.java:18)
> at
> org.apache.hive.com.esotericsoftware.kryo.Kryo.readObject(Kryo.java:694)
> at
> org.apache.hive.com.esotericsoftware.kryo.serializers.ObjectField.read(ObjectField.java:106)
> ... 57 more
> {code}
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