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java在运行elasticsearch集群时遇到Perm Gen空间问题

我们正在运行带有6个节点的elasticsearch-1.5.1集群,最近几天我面对的是java。lang.OutOfMemoryError PermGen space在集群中出现问题,这会影响节点,同样会停止。我正在重新启动特定节点以启动

我们试图通过给集群提供重负载来解决这个问题,但不幸的是,它无法复制。但有些人认为我们是如何在生产中一次又一次地遇到同样的问题的

这里是一些yml文件配置

index.recovery.initial_shards: 1
index.query.bool.max_clause_count: 8192
index.mapping.attachment.indexed_chars: 500000
index.merge.scheduler.max_thread_count: 1
cluster.routing.allocation.node_concurrent_recoveries: 15
indices.recovery.max_bytes_per_sec: 50mb
indices.recovery.concurrent_streams: 5

内存配置

ES_HEAP_SIZE=10g
ES_JAVA_OPTS="-server -Des.max-open-files=true"
MAX_OPEN_FILES=65535
MAX_MAP_COUNT=262144

使用以下配置更新问题

我怀疑与这个问题有关的merge.policy.max_merged_segment。我的集群中有22个索引。指数的merge.policy.max_merged_segment如下所示

  • 7个索引有20gb
  • 3个索引有10gb
  • 12个指数有5gb

使用流程信息更新

esuser xxxxx 1 28 Oct03 ? 1-02:20:40 /usr/java/default/bin/java -Xms10g -Xmx10g -Djava.awt.headless=true -XX:+UseParNewGC -XX:+UseConcMarkSweepGC -XX:CMSInitiatingOccupancyFraction=75 -XX:+UseCMSInitiatingOccupancyOnly -XX:+HeapDumpOnOutOfMemoryError -XX:+DisableExplicitGC -Dfile.encoding=UTF-8 -server -Des.max-open-files=true -Delasticsearch -Des.pidfile=/var/es/elasticsearch.pid -Des.path.home=/usr/es/elasticsearch -cp :/usr/es/elasticsearch/lib/elasticsearch-1.5.1.jar:/usr/es/elasticsearch/lib/:/usr/es/elasticsearch/lib/sigar/ -Des.default.path.home=/usr/es/elasticsearch -Des.default.path.logs=/es/es_logs -Des.default.path.data=/es/es_data -Des.default.path.work=/es/es_work -Des.default.path.conf=/etc/elasticsearch org.elasticsearch.bootstrap.Elasticsearch


下面是我在搜索时从elasticsearch集群获得的堆栈跟踪。但事件发生的同时,索引时间也给我带来了同样的问题。根据我的观察,一些搜索/索引操作会增加PermGen,如果接下来的操作试图使用PermGen空间,那么问题就来了

[2015-10-03 06:45:05,262][WARN ][transport.netty          ] [es_f2_01] Message not fully read (response) for [19353573] handler org.elasticsearch.search.action.SearchServiceTransportAction$6@21a25e37, error [true], resetting
[2015-10-03 06:45:05,262][DEBUG][action.search.type       ] [es_f2_01] [product_index][4], node[GoUqK7csTpezN5_xoNWbeg], [R], s[INITIALIZING]: Failed to execute [org.elasticsearch.action.search.SearchRequest@5c2fe4c4] lastShard [true]
org.elasticsearch.transport.RemoteTransportException: Failed to deserialize exception response from stream
Caused by: org.elasticsearch.transport.TransportSerializationException: Failed to deserialize exception response from stream
    at org.elasticsearch.transport.netty.MessageChannelHandler.handlerResponseError(MessageChannelHandler.java:176)
    at org.elasticsearch.transport.netty.MessageChannelHandler.messageReceived(MessageChannelHandler.java:128)
    at org.elasticsearch.common.netty.channel.SimpleChannelUpstreamHandler.handleUpstream(SimpleChannelUpstreamHandler.java:70)
    at org.elasticsearch.common.netty.channel.DefaultChannelPipeline.sendUpstream(DefaultChannelPipeline.java:564)
    at org.elasticsearch.common.netty.channel.DefaultChannelPipeline$DefaultChannelHandlerContext.sendUpstream(DefaultChannelPipeline.java:791)
    at org.elasticsearch.common.netty.channel.Channels.fireMessageReceived(Channels.java:296)
    at org.elasticsearch.common.netty.handler.codec.frame.FrameDecoder.unfoldAndFireMessageReceived(FrameDecoder.java:462)
    at org.elasticsearch.common.netty.handler.codec.frame.FrameDecoder.callDecode(FrameDecoder.java:443)
    at org.elasticsearch.common.netty.handler.codec.frame.FrameDecoder.messageReceived(FrameDecoder.java:303)
    at org.elasticsearch.common.netty.channel.SimpleChannelUpstreamHandler.handleUpstream(SimpleChannelUpstreamHandler.java:70)
    at org.elasticsearch.common.netty.channel.DefaultChannelPipeline.sendUpstream(DefaultChannelPipeline.java:564)
    at org.elasticsearch.common.netty.channel.DefaultChannelPipeline.sendUpstream(DefaultChannelPipeline.java:559)
    at org.elasticsearch.common.netty.channel.Channels.fireMessageReceived(Channels.java:268)
    at org.elasticsearch.common.netty.channel.Channels.fireMessageReceived(Channels.java:255)
    at org.elasticsearch.common.netty.channel.socket.nio.NioWorker.read(NioWorker.java:88)
    at org.elasticsearch.common.netty.channel.socket.nio.AbstractNioWorker.process(AbstractNioWorker.java:108)
    at org.elasticsearch.common.netty.channel.socket.nio.AbstractNioSelector.run(AbstractNioSelector.java:337)
    at org.elasticsearch.common.netty.channel.socket.nio.AbstractNioWorker.run(AbstractNioWorker.java:89)
    at org.elasticsearch.common.netty.channel.socket.nio.NioWorker.run(NioWorker.java:178)
    at org.elasticsearch.common.netty.util.ThreadRenamingRunnable.run(ThreadRenamingRunnable.java:108)
    at org.elasticsearch.common.netty.util.internal.DeadLockProofWorker$1.run(DeadLockProofWorker.java:42)
    at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1110)
    at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:603)
    at java.lang.Thread.run(Thread.java:722)
Caused by: java.lang.OutOfMemoryError: PermGen space

你能帮我解决这个问题吗。谢谢


共 (1) 个答案

  1. # 1 楼答案

    最好的解决方案是使用“Java8”JVM

    虽然您可以修改Java 7 JVM正在使用的堆的数量(如果您使用的是Oracle JVM,则通过设置-XX:MaxPermSize=…来实现),但如果您只是将JVM升级到版本8,则甚至不需要调整permgen大小

    这是因为在JVM 8中,permgen大小以非分区的方式共享堆,这意味着只有当堆用完时,才会耗尽permgen空间