【问题标题】:Showing arbitrary @Timed metrics in prometheus在普罗米修斯中显示任意@Timed 指标
【发布时间】:2021-02-13 04:35:27
【问题描述】:

我正在尝试将时间指标添加到我的 spring-boot Web 应用程序。目前,该应用程序使用 micrometer、prometheus 和 spring-boot-actuator。

我可以通过 http://localhost:8080/actuator/prometheus 连接到我的应用程序并查看默认指标列表,例如:

# HELP jvm_gc_memory_allocated_bytes_total Incremented for an increase in the size of the young generation memory pool after one GC to before the next
# TYPE jvm_gc_memory_allocated_bytes_total counter
jvm_gc_memory_allocated_bytes_total{application="my app",} 0.0
# HELP jvm_classes_loaded_classes The number of classes that are currently loaded in the Java virtual machine
# TYPE jvm_classes_loaded_classes gauge
jvm_classes_loaded_classes{application="my app",} 7581.0
...

太棒了!

但现在我想将计时指标附加到我的一个控制器的方法中。我希望它就像在类中添加 @Timed 注释一样简单:

import java.util.concurrent.atomic.AtomicLong;

import org.springframework.web.bind.annotation.GetMapping;
import org.springframework.web.bind.annotation.RequestParam;
import org.springframework.web.bind.annotation.RestController;

import io.micrometer.core.annotation.Timed;

@RestController
@Timed
public class GreetingController {

    private static final String template = "Hello, %s!";
    private final AtomicLong counter = new AtomicLong();

    @GetMapping("/greeting")
    public Greeting greeting(@RequestParam(value = "name", defaultValue = "World") String name) {
        doWork();
        return buildResponse(name);
    }

    private void doWork() {
        try {
            Thread.sleep((long) (1000 * Math.random()));
        } catch (InterruptedException e) {
        }
    }

    private Greeting buildResponse(String name) {
        return new Greeting(counter.incrementAndGet(), String.format(template, name));
    }
}

但是,这似乎不会向 http://localhost:8080/actuator/prometheus 端点添加任何指标。

为了让端点报告GreetingController 类的计时指标,尤其是doWorkbuildResponse 方法,我需要采取哪些步骤?

-- 更新--

我已经设法获得了我想要的结果,但它比我预期的要多一些工作,我希望有一个更简单的方法。我明确地将Timer 对象添加到我想要测量的每个方法中,如下所示:

import java.util.concurrent.atomic.AtomicLong;
import java.util.concurrent.atomic.AtomicReference;

import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.web.bind.annotation.GetMapping;
import org.springframework.web.bind.annotation.RequestParam;
import org.springframework.web.bind.annotation.RestController;

import io.micrometer.core.instrument.MeterRegistry;
import io.micrometer.core.instrument.Timer;

@RestController
public class GreetingController {

    private static final String template = "Hello, %s!";
    private final AtomicLong counter = new AtomicLong();

    @Autowired
    MeterRegistry meterRegistry;

    @GetMapping("/greeting")
    public Greeting greeting(@RequestParam(value = "name", defaultValue = "World") String name) {
        doWork();
        return buildResponse(name);
    }

    private void doWork() {
        Timer timer = meterRegistry.timer(this.getClass().getSimpleName() + ".doWork");
        timer.record(() -> {
            try {
                Thread.sleep((long) (1000 * Math.random()));
            } catch (InterruptedException e) {
            }
        });
    }

    private Greeting buildResponse(String name) {
        AtomicReference<Greeting> response = new AtomicReference<>();

        Timer timer = meterRegistry.timer(this.getClass().getSimpleName() + ".buildResponse");
        timer.record(() -> {
            response.set(new Greeting(counter.incrementAndGet(), String.format(template, name)));
        });

        return response.get();
    }
}

但至少这让我得到了我正在寻找的结果:

# HELP GreetingController_buildResponse_seconds  
# TYPE GreetingController_buildResponse_seconds summary
GreetingController_buildResponse_seconds_count{application="my app",} 10.0
GreetingController_buildResponse_seconds_sum{application="my app",} 0.001531409
# HELP GreetingController_buildResponse_seconds_max  
# TYPE GreetingController_buildResponse_seconds_max gauge
GreetingController_buildResponse_seconds_max{application="my app",} 2.52253E-4
# HELP GreetingController_doWork_seconds_max  
# TYPE GreetingController_doWork_seconds_max gauge
GreetingController_doWork_seconds_max{application="my app",} 0.941169892
# HELP GreetingController_doWork_seconds  
# TYPE GreetingController_doWork_seconds summary
GreetingController_doWork_seconds_count{application="my app",} 10.0
GreetingController_doWork_seconds_sum{application="my app",} 4.767700907

有没有更清洁的方法?

【问题讨论】:

    标签: prometheus spring-boot-actuator micrometer


    【解决方案1】:

    TimedAspect注册为配置类中的bean:

    @Bean
    public TimedAspect timedAspect(MeterRegistry meterRegistry) {
        return new TimedAspect(meterRegistry);
    }
    

    【讨论】:

      【解决方案2】:

      @Timed("问候") 必须附加标签

      【讨论】:

        猜你喜欢
        • 1970-01-01
        • 2020-01-10
        • 2020-11-12
        • 2022-12-02
        • 2020-12-23
        • 1970-01-01
        • 1970-01-01
        • 2022-12-22
        • 2021-09-13
        相关资源
        最近更新 更多