Using Graphite to Graph DTrace Metrics

If you haven’t heard of Graphite you are missing out on a serious operations power tool. Let me make a gross over simplification and slightly inaccurate assertion to get you in the ballpark of understanding what it is: it’s RRDtool reimplemented for the web.

Let me be more specific for those new to it. Graphite is really made up of 3 components. The first is “Carbon” which is a metrics collection daemon that collects data via a UDP socket, caches the data and then records it to disk. The second is “Whisper” which is a round robin database that permanently stores your metrics on disk that is used by Carbon. The third is a Django app which can generate graphs based on your metrics via a snazzy web UI or via a simple URL API. So it implements an RRD database like RRDtool and a means of graphing the data like RRDtool but its accessible via a browser and graphs dynamically, so unlike RRDtool it isn’t necessary to pre-render static graphs at some interval.

There are 3 reasons I really find it hard to ignore Graphite. Firstly, you do not need to pre-generate your databases, if you send it a metric it hasn’t gotten before it just creates the database based on a flexible schema configuration. Secondly, you can get your graphs essentially in real-time by just refreshing a URL, no pre-generation. Thirdly, you can send it metrics using something as simple as netcat. The result is an insanely flexible metrics graphing system with very little configuration required and no agents necessarily.

So let me demonstrate how we can use all this power together with DTrace in a sample script:


Not Security, but very cool still =)

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