DDevelopment & Design

Deep dive into Spring Boot Actuator HTTP metrics

Actuator Metrics

As reported in Michał Bobowski post, we heavily use Spring Boot Actuator metrics system based on Micrometer. It provides a set of practical metrics regarding JVM stats like CPU or memory utilization. Our applications have to meet the most sophisticated needs of our clients thus we try to take advantage of http.server.request endpoint.

Introduction

By default, Spring Boot Actuator gathers endpoint statistics for all classes annotated with @RestController. It registers a WebMvcMetricsFilter bean, which is responsible for timing a request. A special TimingContext attribute is attached to the request so that Spring Boot knows when the request started.

Actuator metrics model

When you call http://localhost:8080/actuator/metrics/http.server.request endpoint you will get something similar to this:

{
  "name": "http.server.requests",
  "description": null,
  "baseUnit": "milliseconds",
  "measurements": [
    {
      "statistic": "COUNT",
      "value": 12
    },
    {
      "statistic": "TOTAL_TIME",
      "value": 21487.256644
    },
    {
      "statistic": "MAX",
      "value": 2731.787888
    }
  ],
  "availableTags": [
    {
      "tag": "exception",
      "values": [
        "None",
        "RuntimeException"
      ]
    },
    {
      "tag": "method",
      "values": [
        "GET"
      ]
    },
    {
      "tag": "uri",
      "values": [
        "/example/success"
      ]
    },
    {
      "tag": "outcome",
      "values": [
        "SERVER_ERROR",
        "SUCCESS"
      ]
    },
    {
      "tag": "status",
      "values": [
        "500",
        "200"
      ]
    }
  ]
}

You will surely see the measurements section. It provides types and values of statistics recorded at a certain point in time. Types of statistics are ones described in Statistics enum.
Another one is the availableTags section, which contains a set of default tags distinguishing each metric by URI, status, or method. You can easily put your tags there like a host or container. If you want to check metric for a particular tag, Actuator lets you do this by using tag query http://localhost:8080/actuator/metrics/http.server.request?tag=status:200

Metric system model

However, each monitoring system has its own metrics model and therefore uses different names for the same things. In our case, we use Influx Registry.
Let’s look into InfluxMeterRegistry class implementation.

private Stream writeTimer(Timer timer) {
    final Stream fields = Stream.of(
        new Field("sum", timer.totalTime(getBaseTimeUnit())),
        new Field("count", timer.count()),
        new Field("mean", timer.mean(getBaseTimeUnit())),
        new Field("upper", timer.max(getBaseTimeUnit()))
    );

    return Stream.of(influxLineProtocol(timer.getId(), "histogram", fields));
}

We see which field in influx corresponds to actuators measurement. Moreover, our registry equips us with an additional mean field, which is basically TOTAL_TIME divided by COUNT. Therefore we don’t need to calculate it manually inside our monitoring system.

Summary

(1) Be aware that the Actuator metric model directly corresponds to Micrometer model
(2) When it comes to timing requests carefully choose the step in which metrics are exported
(3) Do not mix composing metric values with aggregations, selectors, and transformations, e.g. mean(mean)

— Previous article

The experience of developing “Quak” during a hackathon.

Next article —

Being agile in 2019

You May Also Like
DDevelopment & Design

Private fields and methods are not private in groovy

I used to code in Java before I met groovy. Like most of you, groovy attracted me with many enhancements. This was to my surprise to discover that method visibility in groovy is handled different than Java!

Consider this example:

class Person {
private String name
public  String surname

private Person() {}

private String signature() { "${name?.substring(0, 1)}. $surname" }

public String toString() { "I am $name $surname" }
}

How is this class interpreted with Java?

  1. Person has private constructor that cannot be accessed
  2. Field "name" is private and cannot be accessed
  3. Method signature() is private and cannot be accessed

Let's see how groovy interpretes Person:

public static void main(String[] args) {
def person = new Person()   // constructor is private - compilation error in Java
println(person.toString())

    person.@name = 'Mike'       // access name field directly - compilation error in Java
println(person.toString())

    person.name = 'John'        // there is a setter generated by groovy
println(person.toString())

    person.@surname = 'Foo'     // access surname field directly
println(person.toString())

    person.surname = 'Bar'      // access auto-generated setter
println(person.toString())

println(person.signature()) // call private method - compilation error in Java
}

I was really astonished by its output:

I am null null
I am Mike null
I am John null
I am John Foo
I am John Bar
J. Bar

As you can see, groovy does not follow visibility directives at all! It treats them as non-existing. Code compiles and executes fine. It's contrary to Java. In Java this code has several errors, pointed out in comments.

I've searched a bit on this topic and it seems that this behaviour is known since version 1.1 and there is a bug report on that: http://jira.codehaus.org/browse/GROOVY-1875. It is not resolved even with groovy 2 release. As Tim Yates mentioned in this Stackoverflow question: "It's not clear if it is a bug or by design". Groovy treats visibility keywords as a hint for a programmer.

I need to keep that lesson in mind next time I want to make some field or method private!

DDevelopment & Design

Grails session timeout without XML

This article shows clean, non hacky way of configuring featureful event listeners for Grails application servlet context. Feat. HttpSessionListener as a Spring bean example with session timeout depending on whether user account is premium or not.

Common approaches

Speaking of session timeout config in Grails, a default approach is to install templates with a command. This way we got direct access to web.xml file. Also more unnecessary files are created. Despite that unnecessary files are unnecessary, we should also remember some other common knowledge: XML is not for humans.

Another, a bit more hacky, way is to create mysterious scripts/_Events.groovy file. Inside of which, by using not less enigmatic closure: eventWebXmlEnd = { filename -> ... }, we can parse and hack into web.xml with a help of XmlSlurper.
Even though lot of Grails plugins do it similar way, still it’s not really straightforward, is it? Besides, where’s the IDE support? Hello!?

Examples of both above ways can be seen on StackOverflow.

Simpler and cleaner way

By adding just a single line to the already generated init closure we have it done:
class BootStrap {


    def init = { servletContext ->    

        servletContext.addListener(OurListenerClass)    

    }    

}

Allrighty, this is enough to avoid XML. Sweets are served after the main course though :)

Listener as a Spring bean

Let us assume we have a requirement. Set a longer session timeout for premium user account.
Users are authenticated upon session creation through SSO.

To easy meet the requirements just instantiate the CustomTimeoutSessionListener as Spring bean at resources.groovy. We also going to need some source of the user custom session timeout. Let say a ConfigService.
beans = {    

    customTimeoutSessionListener(CustomTimeoutSessionListener) {    

        configService = ref('configService')    

    }    

}

With such approach BootStrap.groovy has to by slightly modified. To keep control on listener instantation, instead of passing listener class type, Spring bean is injected by Grails and the instance passed:
class BootStrap {


    def customTimeoutSessionListener


    def init = { servletContext ->    

        servletContext.addListener(customTimeoutSessionListener)

    }    

}

An example CustomTimeoutSessionListener implementation can look like:
import javax.servlet.http.HttpSessionEvent    

import javax.servlet.http.HttpSessionListener    

import your.app.ConfigService    


class CustomTimeoutSessionListener implements HttpSessionListener {    


    ConfigService configService


    @Override    

    void sessionCreated(HttpSessionEvent httpSessionEvent) {    

        httpSessionEvent.session.maxInactiveInterval = configService.sessionTimeoutSeconds

    }    


    @Override    

    void sessionDestroyed(HttpSessionEvent httpSessionEvent) { /* nothing to implement */ }    

}
Having at hand all power of the Spring IoC this is surely a good place to load some persisted user’s account stuff into the session or to notify any other adequate bean about user presence.

Wait, what about the user context?

Honest answer is: that depends on your case. Yet here’s an example of getSessionTimeoutMinutes() implementation using Spring Security:
import org.springframework.security.core.context.SecurityContextHolder    


class ConfigService {


    static final int 3H = 3 * 60 * 60

    static final int QUARTER = 15 * 60


    int getSessionTimeoutSeconds() {    


        String username = SecurityContextHolder.context?.authentication?.principal    

        def account = Account.findByUsername(username)    


        return account?.premium ? 3H : QUARTER

    }    

}
This example is simplified. Does not contain much of defensive programming. Just an assumption that principal is already set and is a String - unique username. Thanks to Grails convention our ConfigService is transactional so the Account domain class can use GORM dynamic finder.
OK, config fetching implementation details are out of scope here anyway. You can get, load, fetch, obtain from wherever you like to. Domain persistence, principal object, role config, external file and so on...

Any gotchas?

There is one. When running grails test command, servletContext comes as some mocked class instance without addListener method. Thus we going to have a MissingMethodException when running tests :(

Solution is typical:
def init = { servletContext ->

    if (Environment.current != Environment.TEST) {    

        servletContext.addListener(customTimeoutSessionListener)    

    }    

}
An unnecessary obstacle if you ask me. Should I submit a Jira issue about that?

TL;DR

Just implement a HttpSessionListener. Create a Spring bean of the listener. Inject it into BootStrap.groovy and call servletContext.addListener(injectedListener).
DDevelopment & Design

Turing completeness II

Well, as I wrote in the previous post, sed is a Turing complete language. We can use it to implement some simple algorithms, or even a dc interpreter. But what does it really mean? How complex tasks may we achieve using plain sed?What about writin...Well, as I wrote in the previous post, sed is a Turing complete language. We can use it to implement some simple algorithms, or even a dc interpreter. But what does it really mean? How complex tasks may we achieve using plain sed?What about writin...