1.ES大量做FULL GC,日志如下:
[2016-12-15 14:53:21,496][WARN ][monitor.jvm ] [vsp4] [gc][old][94725][4389] duration [26.9s], collections [1]/[27s], total [26.9s]/[15.9h], memory [19.7gb]->[17gb]/[19.8gb], all_pools {[young] [1.1gb]->[43.1mb]/[1.1gb]}{[survivor] [130.2mb]->[0b]/[149.7mb]}{[old] [18.5gb]->[16.9gb]/[18.5gb]}
[2016-12-15 14:53:57,117][WARN ][monitor.jvm ] [vsp4] [gc][old][94731][4390] duration [29.9s], collections [1]/[30.4s], total [29.9s]/[15.9h], memory [18.6gb]->[18gb]/[19.8gb], all_pools {[young] [71.1mb]->[51.8mb]/[1.1gb]}{[survivor] [149.7mb]->[0b]/[149.7mb]}{[old] [18.4gb]->[18gb]/[18.5gb]}
[2016-12-15 14:54:31,246][WARN ][monitor.jvm ] [vsp4] [gc][old][94735][4391] duration [30.6s], collections [1]/[31.1s], total [30.6s]/[15.9h], memory [18.5gb]->[17.9gb]/[19.8gb], all_pools {[young] [14.3mb]->[1.3mb]/[1.1gb]}{[survivor] [22.1mb]->[0b]/[149.7mb]}{[old] [18.4gb]->[17.9gb]/[18.5gb]}
ES内存配置策略有2点:
1.不超过可用内存的50%
2.不超过32G
fielddata加载数据到内存是按index来的,不会只加载检索结果数据,indices.fielddata.cache.size(5gb or 20%)控制fielddata可用内存,内存不够时,淘汰老数据,ES默认不淘汰。设置该值并不好,这样内存不够时每次会从磁盘读取,引起大量磁盘I/O,但如果想要ES只缓存最近的数据到内存,需要配置。
监控fielddata
- per-index using the
indices-stats
API:GET /_stats/fielddata?fields=*
- per-node using the
nodes-stats
API:GET /_nodes/stats/indices/fielddata?fields=*
- Or even per-index per-node:
GET /_nodes/stats/indices/fielddata?level=indices&fields=*
By setting ?fields=*
, the memory usage is broken down for each field.
fielddata circuit breaker可以在fielddata加载到内存前预估内存是否够用,如果内存不够用而继续读取fielddata到内存会导致内存溢出
连接:https://www.elastic.co/guide/en/elasticsearch/guide/current/_limiting_memory_usage.html