Question

在测试环境设置中，我使用diamond将服务器统计信息和指标发送到statsd，然后使用statsd＆＃39; elasticsearch backend将它们发送到elasticsearch。

elasticsearch数据如下所示：

{
  "hits" : {
    "hits" : [ {
      "_source":{"ns":"servers","grp":"server1","tgt":"vmstat","act":"pswpout","val":"0","@timestamp":"1438565055000"}
    }, {
      "_source":{"ns":"servers","grp":"server1","tgt":"vmstat","act":"pgpgin","val":"0","@timestamp":"1438565055000"}
    }, {
      "_source":{"ns":"servers","grp":"server1","tgt":"vmstat","act":"pswpin","val":"0","@timestamp":"1438565055000"}
    }, {
      "_source":{"ns":"servers","grp":"server1","tgt":"cpu","act":"total.nice","val":"0","@timestamp":"1438565055000"}
    }, {
      "_source":{"ns":"servers","grp":"server1","tgt":"cpu","act":"total.irq","val":"0","@timestamp":"1438565055000"}
    }, {
      "_source":{"ns":"servers","grp":"server1","tgt":"cpu","act":"total.guest","val":"0","@timestamp":"1438565055000"}
    }, {
      "_source":{"ns":"servers","grp":"server1","tgt":"diskspace","act":"_logs.byte_used","val":"209944576","@timestamp":"1438565055000"}
    }, {
      "_source":{"ns":"servers","grp":"server1","tgt":"diskspace","act":"_logs.byte_free","val":"887513440256","@timestamp":"1438565055000"}
    }, {
      "_source":{"ns":"servers","grp":"server1","tgt":"diskspace","act":"_logs.byte_avail","val":"842419666944","@timestamp":"1438565055000"}
    }, {
      "_source":{"ns":"servers","grp":"server1","tgt":"diskspace","act":"_logs.inodes_used","val":"11","@timestamp":"1438565055000"}
    } ]
  }
}

我如何使用立体主义渲染这些数据？我可以使用elasticsearch.js提取数据，但是通常只会对如何渲染这些数据感到困惑，因此，我可以将每个不同操作的时间序列数据可视化。例如。

Answer 1

您可以尝试https://github.com/bernd/statsd-influxdb-backend或http://graphite.wikidot.com后端。对于那些后端http://grafana.org/提供了很好的可视化工具。

如果您选择Graphite立体主义实际上也支持它作为数据提供者根据他们的网站：https://square.github.io/cubism/

Answer 2

看看ATSD time chart。如果这足够功能，Axibase时间序列数据库社区版是免费的。顺便说一句，它直接支持Graphite wire协议，因此您可以直接将钻石守护程序中的数据流式传输到数据库中。

披露：我为这家公司工作。

Elasticsearch中的立体主义和指标（statsd / diamond）

2 个答案: