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Prometheus
1.
Prometheus A next-genera1on monitoring system
2.
History • Started in 2012 by ex-Google Site Reliability Engineers • Wri?en in Go •
Inspired by Google’s Borgmon – Borgmon monitors Borg • Public announcement in January 2015 h?p://www.slideshare.net/FabianReinartz/prometheus-a-next-gen-monitoring-system-3
3.
Features • pull architecture – easy to scall out • mul1 dimensional data model •
powerful query language
4.
pull architecture h?ps://prometheus.io/docs/introduc1on/overview/
5.
Demo • node_exporter(machine metrics) • prometheus server configura1on
6.
mul1 dimensional data model • metric types – counter – gauge – histogram – summary h?ps://prometheus.io/docs/concepts/metric_types/
7.
h?p://www.boxever.com/the-power-of-mul1-dimensional-labels-in-prometheus Counter Java Code Example
8.
Counter Metric Example ... h?p_response_status_total{status="200”} @1460708848.148 277504 h?p_response_status_total{status=“200”} @1460708843.148 277503 h?p_response_status_total{status="200”} @1460708838.148 277502 h?p_response_status_total{status=“200”} @1460708833.148 277501 ... metric name label name 1mestamp
sample value
9.
How to handle counter metric • Do you use reset? • Do you use moving average? h?p://www.robustpercep1on.io/how-does-a-prometheus-counter-work/ No! use rate/irate/increase func1on! rate(h?p_response_status_total[1m])
10.
powerful query language sum by(status) ( rate(h?p_response_status_total [1m])) ) ALERT DiskWillFillIn4Hours IF predict_linear(node_filesystem_free{job='node'}[1h], 4*3600) < 0 FOR 5m LABELS { severity="page" } h?p://www.robustpercep1on.io/reduce-noise-from-disk-space-alerts/
11.
Demo(access log) • fluent-plugin-prometheus • prometheus query •
grafana graph
Download now