Micrometer/Prometheus How do I keep a gauge value from becoming NaN?

问题

I am trying to monitor logged in users, i am getting the logged in user info by calling api, this is the code i have used,

public class MonitorService {
    private InfoCollectionService infoService;
    public MonitorService(InfoCollectionService infoService) {
        this.infoService = infoService
    }

    @Scheduled(fixedDelay = 5000)
    public void currentLoggedInUserMonitor() {
        infoService.getLoggedInUser("channel").forEach(channel -> {
            Metrics.gauge("LoggedInUsers.Inchannel_" + channel.getchannelName(), channel.getgetLoggedInUser());
        });
    }
}

And i see the values in Prometheus, the problem is after a few seconds, the value become NaN, i have read that Micrometer gauges wrap their obj input with a WeakReference(hence Garbage Collected ).I don't know how to fix it.If anybody knows how to fix this it would be great.

回答1:

This is a shortcoming in Micrometer that I would like to fix eventually.

You need to keep the value in a map in the meantime so it avoid the garbage collection. Notice how we then point the gauge at the map and us a lambda to pull out the value to avoid the garbage collection.

public class MonitorService {
    private Map<String, Integer> gaugeCache = new HashMap<>();
    private InfoCollectionService infoService;
    public MonitorService(InfoCollectionService infoService) {
        this.infoService = infoService
    }

    @Scheduled(fixedDelay = 5000)
    public void currentLoggedInUserMonitor() {
        infoService.getLoggedInUser("channel").forEach(channel -> {
            gaugeCache.put(channel.getchannelName(), channel.getgetLoggedInUser());
            Metrics.gauge("LoggedInUsers.Inchannel_" + channel.getchannelName(), gaugeCache, g -> g.get(channel.getchannelName()));
        });
    }
}

I would also recommend using tags for the various channels:

Metrics.gauge("loggedInUsers.inChannel", Tag.of("channel",channel.getchannelName()), gaugeCache, g -> g.get(channel.getchannelName()));

来源：https://stackoverflow.com/questions/50879488/micrometer-prometheus-how-do-i-keep-a-gauge-value-from-becoming-nan

标签

java

spring-boot

Prometheus

Micrometer