Poor performance upgrading from 1.4.2 to Elasticsearch 2.3.4

deepakhj · August 10, 2016, 7:28pm

We are trying to upgrade from 1.4.2 to 2.3.4.

Both clusters are sized the same
3 masters
15 data nodes (c3.8xlarge) 64GB 32cores 2 * 320GB SSD 10Gbit ethernet

Our load average on the current cluster is anywhere from 10-15 and when we tried 2.3.4 it went up to 40.

We have 4 indexes
24GB 15 shards 1 replica
1GB 15 shards 2 replica
1GB 15 shards 2 replica
83GFB 25 shards 2 replica

Query

gist.github.com

https://gist.github.com/deepakhj/2fa12b20b1d51312ec9e42d2654d0a8b

query.json

curl 'http://localhost:9200/foods/_search' --data $'{
    "profile": true,
    "from": 0,
    "size": 125,
    "query": {
        "filtered": {
            "query": {
                "function_score": {
                    "query": {
                        "match": {

This file has been truncated. show original

Profile

gist.github.com

https://gist.github.com/deepakhj/7b85694d74514a06e5a5f4aecda4b4cd

profile

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\u0001\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000","time":"0.1578740000ms","breakdown":{"match":0,"score":0,"create_weight":124909,"build_scorer":23514,"next_doc":0,"advance":9451}}]},{"query_type":"MatchAllDocsQuery","lucene":"*:*","time":"20.11004700ms","breakdown":{"match":0,"score":0,"create_weight":640,"build_scorer":21448,"next_doc":0,"advance":20087959}}]},{"query_type":"TermQuery","lucene":"public:T","time":"37.00652500ms","breakdown":{"match":0,"score":0,"create_weight":117193,"build_scorer":48387,"next_doc":0,"advance":36840945}}]}]}],"rewrite_time":12840,"collector":[{"name":"SimpleTopScoreDocCollector","reason":"search_top_hits","time":"28.60067600ms"}]}]}]}}

Hot Threads

gist.github.com

https://gist.github.com/deepakhj/df8bcbdb1568039501c4feb0f76fbeb3

hot_threads

curl localhost:9200/_nodes/hot_threads
::: {Chen Lu}{6oNoNyF6SBywTMskYCapJA}{172.21.3.135}{172.21.3.135:9300}{rack_id=us-east-1e, master=false}
   Hot threads at 2016-08-10T00:29:50.729Z, interval=500ms, busiestThreads=3, ignoreIdleThreads=true:

   77.1% (385.5ms out of 500ms) cpu usage by thread 'elasticsearch[Chen Lu][search][T#37]'
     2/10 snapshots sharing following 26 elements
       java.security.AccessController.doPrivileged(Native Method)
       org.elasticsearch.script.groovy.GroovyScriptEngineService$GroovyScript.run(GroovyScriptEngineService.java:310)
       org.elasticsearch.script.groovy.GroovyScriptEngineService$GroovyScript.runAsDouble(GroovyScriptEngineService.java:336)
       org.elasticsearch.common.lucene.search.function.ScriptScoreFunction$1.score(ScriptScoreFunction.java:87)

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