千分尺/普罗米修斯如何防止测量值变成NaN? [英] Micrometer/Prometheus How do I keep a gauge value from becoming NaN?

问题描述

我正在尝试监视已登录的用户，我通过调用api获取已登录的用户信息，这是我使用的代码，

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());
        });
    }
}

我看到Prometheus中的值，问题出在几秒钟后，该值变成NaN，我读到千分尺的量规用WeakReference(因此收集了垃圾)包装了它们的obj输入.修复它.如果有人知道如何修复它，那就太好了.

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.

推荐答案

这是我最终要解决的Micrometer缺陷.

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

与此同时，您需要将该值保留在一个映射中，以便避免垃圾回收.请注意，然后我们如何将量规指向地图，并通过lambda提取值以避免垃圾收集.

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()));
        });
    }
}

我还建议为各种渠道使用标签:

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()));

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