Imagine that you’re part of a (car) race team. You’re the one behind the screens to control the race and make some tough decisions (like changing the teams strategy). But you don’t have the insights (or metrics) about your car, opponents or even the weather. Sounds painful right? But why are we making this mistake when building our software? Why don’t we implement metrics by default? SLFf4J logging is one side of the story, but we also need to know our application health. That’s where Micrometer comes in! It’s a library which you can use to define your own custom metrics, like: - timers (to check the performance of your microservices) - counters (to check how many times a certain event is occurring) - gauges (to check the current value of a variable) - and many more These metrics are exposed by REST endpoints (JSON) together with Spring Boot actuator, which can be saved into a database like Prometheus or Graphite. And to visualize the data you can use a tool like Graphana. Pretty interesting right? In the demo I will show you how to create such applications using Micrometer, Spring Boot and Cloud Foundry as our platform. Ready to win this race with me? Jump in!

1. Ko Turk
Controlling your race with
Micrometer, Spring Boot
and Cloud Foundry

2. @KoTurk77 The Battle of the IDEs #Devnexus@KoTurk77Controlling your race with Micrometer, Spring Boot and Cloud Foundry
You’re part of a racing team

4. @KoTurk77@KoTurk77 The Battle of the IDEs #Devnexus@KoTurk77Controlling your race with Micrometer, Spring Boot and Cloud Foundry
But why don’t we create metrics into our applications??

5. Sounds silly right?

6. @KoTurk77 The Battle of the IDEs #Devnexus@KoTurk77Controlling your race with Micrometer, Spring Boot and Cloud Foundry
Of course you can log it but…..

7. @KoTurk77@KoTurk77 The Battle of the IDEs #Devnexus@KoTurk77Controlling your race with Micrometer, Spring Boot and Cloud Foundry
Title Text
https://formulaf1results.blogspot.com/2020/01/f1-crash-wallpaper.html
Application X Application Y
Backend
(still driving but slow)

8. @KoTurk77@KoTurk77 The Battle of the IDEs #Devnexus@KoTurk77Controlling your race with Micrometer, Spring Boot and Cloud Foundry
If that’s happening…..

9. @KoTurk77@KoTurk77 The Battle of the IDEs #Devnexus@KoTurk77Controlling your race with Micrometer, Spring Boot and Cloud Foundry
That’s where
Micrometer comes in

10. @KoTurk77 The Battle of the IDEs #Devnexus@KoTurk77Controlling your race with Micrometer, Spring Boot and Cloud Foundry
Introduction

11. Working
for Blue4IT
@Rabobank

12. @KoTurk77 The Battle of the IDEs #Devnexus@KoTurk77Controlling your race with Micrometer, Spring Boot and Cloud Foundry
https://www.signifytechnology.com/blog/2019/09/whats-your-tech-stack

13. Java 14Spring Boot
Typescript
Angular
Cloud Foundry
Pipeline as code Micrometer

14. Speaking
about IDEs and Micrometer

15. Likes to drive
the trial bike

16. @KoTurk77 The Battle of the IDEs #Devnexus@KoTurk77Controlling your race with Micrometer, Spring Boot and Cloud Foundry
UtrechtJUG

18. @KoTurk77 The Battle of the IDEs #Devnexus@KoTurk77Controlling your race with Micrometer, Spring Boot and Cloud Foundry
Goals
Define the metrics
Create them in Micrometer
Save it to Prometheus
Visualize with Grafana
Deploy to Cloud Foundry
(Create the teams strategy)
(Preparing the car/race)
(The teams Pitwall)
(Let’s race)

19. https://www.redbull.com/nl-nl/red-bull-racing-zet-de-fabrieksdeuren-open
Create the teams strategy

20. @KoTurk77 The Battle of the IDEs #Devnexus@KoTurk77Controlling your race with Micrometer, Spring Boot and Cloud Foundry
What do we want to monitor?

22. @KoTurk77 The Battle of the IDEs #Devnexus@KoTurk77Controlling your race with Micrometer, Spring Boot and Cloud Foundry
How to be good in DevOps?

23. https://landing.google.com/sre/sre-book/toc/index.html

24. @KoTurk77 The Battle of the IDEs #Devnexus@KoTurk77Controlling your race with Micrometer, Spring Boot and Cloud Foundry
It’s about
• Searching for race factors —> Service Level Indicators
• Creating tactics —> Service Level Objectives
• Creating a strategy —> Service Level Agreement

25. @KoTurk77 The Battle of the IDEs #Devnexus@KoTurk77Controlling your race with Micrometer, Spring Boot and Cloud Foundry
Racing Factors —> Defining an indicator (SLI)
• pitstop
request latency
• tires
error rate
• rounds
system throughput
• weather
availability
How long does it take to do a pitstop
How long does it take to return a response
How many tire left (bandenslijtage)
How many faults receiving
how many rounds
How many requests
Will it be rainy or not
Time that a service is usable

26. @KoTurk77 The Battle of the IDEs #Devnexus@KoTurk77Controlling your race with Micrometer, Spring Boot and Cloud Foundry
Tactics —> Defining an objective (SLO)
not slower then 8 seconds
service x not longer then 0.1 seconds
wear not less then 10 %
max 10 errors on a day
all rounds
max 100.000 request on a day
minimal 20 rounds rainy (then need rain tyre)
99 % availability of service x
• pitstop
request latency
• tires
error rate
• rounds
system throughput
• weather
availability

27. @KoTurk77 The Battle of the IDEs #Devnexus@KoTurk77Controlling your race with Micrometer, Spring Boot and Cloud Foundry
Strategy —> Defining an agreement (SLA)
• 2 pitstops less then x seconds
• intermediate tires when raining more then x
• Results in hit in reputation, no payments means no revenue,

28. @KoTurk77 The Battle of the IDEs #Devnexus@KoTurk77Controlling your race with Micrometer, Spring Boot and Cloud Foundry
Goals
Define the metrics
Create them in Micrometer
Save it to Prometheus
Visualize with Grafana
Deploy to Cloud Foundry
(Create the teams strategy)
(Preparing the car/race)
(The teams Pitwall)
(Let’s race)

30. Micrometer for the win!
But what is it?

31. @KoTurk77 The Battle of the IDEs #Devnexus@KoTurk77Controlling your race with Micrometer, Spring Boot and Cloud Foundry
SLF4J only for metrics

32. @KoTurk77 The Battle of the IDEs #Devnexus@KoTurk77Controlling your race with Micrometer, Spring Boot and Cloud Foundry
Reasons to use Micrometer
• No vendor lock-in
• It’s Pivotal VMWare Tanzu
• Easy integration in Spring Boot
• So also support in Cloud Foundry
• Simple to use
• You can choose your own database / monitoring system
• You can define your own set of metrics
• But you get a lot for free

33. @KoTurk77 The Battle of the IDEs #Devnexus@KoTurk77Controlling your race with Micrometer, Spring Boot and Cloud Foundry
Micrometer is included in Spring Boot 2 actuator
<dependency>
<groupId>org.springframework.boot</groupId>
<artifactId>spring-boot-starter-actuator</artifactId>
</dependency>

34. @KoTurk77 The Battle of the IDEs #Devnexus@KoTurk77Controlling your race with Micrometer, Spring Boot and Cloud Foundry
Extra dependency for Spring Boot 1.5.x
I<dependency>
<groupId>io.micrometer</groupId>
<artifactId>micrometer-spring-legacy</artifactId>
</dependency>

35. @KoTurk77 The Battle of the IDEs #Devnexus@KoTurk77Controlling your race with Micrometer, Spring Boot and Cloud Foundry
And also for Micronaut

36. @KoTurk77 The Battle of the IDEs #Devnexus@KoTurk77Controlling your race with Micrometer, Spring Boot and Cloud Foundry
Pre-configured Bindings
• Instrumentions of:
• caches
• class loader
• garbage collection
• processor utilisation
• thread pools
• and more

38. https://i.ytimg.com/vi/eVpRNi5VEDo/maxresdefault.jpg
Demo time

39. @KoTurk77 The Battle of the IDEs #Devnexus@KoTurk77Controlling your race with Micrometer, Spring Boot and Cloud Foundry
https://s1.cdn.autoevolution.com/images/news/gallery/red-bull-racing-beats-record-to-set-new-fastest-pit-stop-in-the-history-of-f1_2.jpg

40. @KoTurk77 The Battle of the IDEs #Devnexus@KoTurk77Controlling your race with Micrometer, Spring Boot and Cloud Foundry
Timer

41. https://i.pinimg.com/originals/fb/5b/98/fb5b98edf68000f44e89d6428a3e2c65.jpg

42. @KoTurk77 The Battle of the IDEs #Devnexus@KoTurk77Controlling your race with Micrometer, Spring Boot and Cloud Foundry
Long Task Timer

43. https://www.wallpaperflare.com/static/467/219/735/mercedes-amg-f1-w07-hybrid-formula-1-testing-wallpaper.jpg

44. @KoTurk77 The Battle of the IDEs #Devnexus@KoTurk77Controlling your race with Micrometer, Spring Boot and Cloud Foundry
Counter

45. https://cdn.24.co.za/files/Cms/General/d/4338/1678467a9d9149b983f38424014fb2c0.jpg

46. @KoTurk77 The Battle of the IDEs #Devnexus@KoTurk77Controlling your race with Micrometer, Spring Boot and Cloud Foundry
Gauge

47. @KoTurk77 The Battle of the IDEs #Devnexus@KoTurk77Controlling your race with Micrometer, Spring Boot and Cloud Foundry
About security
• Please implement spring security
• Otherwise you will expose your endpoint to others
• And don’t forget to add it in your database config!
https://www.baeldung.com/spring-security-basic-authentication
https://egkatzioura.com/2020/05/07/spring-boot-and-micrometer-with-prometheus-part-6-securing-metrics/

48. @KoTurk77 The Battle of the IDEs #Devnexus@KoTurk77Controlling your race with Micrometer, Spring Boot and Cloud Foundry
Goals
Define the metrics
Create them in Micrometer
Save it to Prometheus
Visualize with Grafana
Deploy to Cloud Foundry
(Create the teams strategy)
(Preparing the car/race)
(The teams Pitwall)
(Let’s race)

49. @KoTurk77@KoTurk77 The Battle of the IDEs #Devnexus@KoTurk77Controlling your race with Micrometer, Spring Boot and Cloud Foundry
Where to store the metrics?
Which database should I use?

50. @KoTurk77 The Battle of the IDEs #Devnexus@KoTurk77Controlling your race with Micrometer, Spring Boot and Cloud Foundry
Databases
• Prometheus
• Graphite
• Atlas
• KairosDB
Persistent or not persistent?

51. @KoTurk77 The Battle of the IDEs #Devnexus@KoTurk77Controlling your race with Micrometer, Spring Boot and Cloud Foundry
If you want to expose to prometheus
<dependency>
<groupId>io.micrometer</groupId>
<artifactId>micrometer-registry-prometheus</artifactId>
</dependency>

52. @KoTurk77 The Battle of the IDEs #Devnexus@KoTurk77Controlling your race with Micrometer, Spring Boot and Cloud Foundry
Or Graphite
<dependency>
<groupId>io.micrometer</groupId>
<artifactId>micrometer-registry-graphite</artifactId>
</dependency>

54. @KoTurk77 The Battle of the IDEs #Devnexus@KoTurk77Controlling your race with Micrometer, Spring Boot and Cloud Foundry
Goals
Define the metrics
Create them in Micrometer
Save it to Prometheus
Visualize with Grafana
Deploy to Cloud Foundry
(Create the teams strategy)
(Preparing the car/race)
(The teams Pitwall)
(Let’s race)

55. https://blog.purestorage.com/wp-content/uploads/2016/07/Pure-MBF1-Pitwall-v6.jpg

56. @KoTurk77@KoTurk77 The Battle of the IDEs #Devnexus@KoTurk77Controlling your race with Micrometer, Spring Boot and Cloud Foundry
How to visualise the application metrics?
Which monitoring system to use?

57. @KoTurk77 The Battle of the IDEs #Devnexus@KoTurk77Controlling your race with Micrometer, Spring Boot and Cloud Foundry
Systems
• Grafana
• Datadog
• Dynatrace
• Instant
• WaveFront
• and many more

58. @KoTurk77 The Battle of the IDEs #Devnexus@KoTurk77Controlling your race with Micrometer, Spring Boot and Cloud Foundry
Let’s deep dive into Grafana

59. @KoTurk77 The Battle of the IDEs #Devnexus@KoTurk77Controlling your race with Micrometer, Spring Boot and Cloud Foundry
Long Task Timer (duration)

60. @KoTurk77 The Battle of the IDEs #Devnexus@KoTurk77Controlling your race with Micrometer, Spring Boot and Cloud Foundry
Timer (count)

61. @KoTurk77 The Battle of the IDEs #Devnexus@KoTurk77Controlling your race with Micrometer, Spring Boot and Cloud Foundry
Timer (max)

62. @KoTurk77 The Battle of the IDEs #Devnexus@KoTurk77Controlling your race with Micrometer, Spring Boot and Cloud Foundry
Gauge

63. @KoTurk77 The Battle of the IDEs #Devnexus@KoTurk77Controlling your race with Micrometer, Spring Boot and Cloud Foundry
Bindings

65. @KoTurk77 The Battle of the IDEs #Devnexus@KoTurk77Controlling your race with Micrometer, Spring Boot and Cloud Foundry
Goals
Define the metrics
Create them in Micrometer
Save it to Prometheus
Visualize with Grafana
Deploy to Cloud Foundry
(Create the teams strategy)
(Preparing the car/race)
(The teams Pitwall)
(Let’s race)

66. @KoTurk77@KoTurk77 The Battle of the IDEs #Devnexus@KoTurk77Controlling your race with Micrometer, Spring Boot and Cloud Foundry
Title Text

68. @KoTurk77 The Battle of the IDEs #Devnexus@KoTurk77Controlling your race with Micrometer, Spring Boot and Cloud Foundry
Thank you for listening
Please give me some feedback at:
https://bit.ly/2C5TFzV
Or take a picture with your phone