Visualize Elasticsearch data with Kibana

KibanaToday we’ll take a look at the last component of Elastic’s ELK stack – Kibana. Even though Logstash does a great job of processing logs and other data streams, and Elasticsearch is a powerful hybrid of a search index and a storage for them, these tools do not provide graphical user interface for analyzing the data. For some tasks otherwise convenient command line interface is just not enough. This is where Kibana steps in.

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Tracking application events in Graphite

I don’t know if that’s a coincidence or not, but drastic changes in application metrics usually happen soon after a product upgrade was made. In fact, whenever I have to deal with new issue on production server, the first thing I do is checking if it was recently updated. No wonder it makes sense to record such events along with other monitoring data.

But assuming our monitoring data is in Graphite, how would we do that?

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Building dashboards with Grafana

Even though Graphite does very decent job in displaying individual metrics graphs, its dashboards support is quite limited. Of cause, we could take its powerful Render URL API and build anything we like in good old HTML, but on the other hand, there’s Grafana.

Grafana dashboard

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Quick intro to rrdtool

I mentioned in previous post that collectd uses rrdtool for saving its data by default. It results .rrd  file for each metric, which later can be rendered using very same rrdtool. RRD files are not something most of the people are familiar with and the tool itself isn’t particularly easy to use, so why such an easy to use tool as collectd would choose it?

For a number of reasons. Continue reading “Quick intro to rrdtool”