Book Image

Scala Microservices

By : Selvam Palanimalai, Jatin Puri
Book Image

Scala Microservices

By: Selvam Palanimalai, Jatin Puri

Overview of this book

<p>In this book we will learn what it takes to build great applications using Microservices, the pitfalls associated with such a design and the techniques to avoid them. </p><p>We learn to build highly performant applications using Play Framework. You will understand the importance of writing code that is asynchronous and nonblocking and how Play leverages this paradigm for higher throughput. The book introduces Reactive Manifesto and uses Lagom Framework to implement the suggested paradigms. Lagom teaches us to: build applications that are scalable and resilient to failures, and solves problems faced with microservices like service gateway, service discovery, communication and so on. Message Passing is used as a means to achieve resilience and CQRS with Event Sourcing helps us in modelling data for highly interactive applications. </p><p>The book also shares effective development processes for large teams by using good version control workflow, continuous integration and deployment strategies. We introduce Docker containers and Kubernetes orchestrator. Finally, we look at end to end deployment of a set of scala microservices in kubernetes with load balancing, service discovery and rolling deployments. </p><p></p>
Table of Contents (12 chapters)

K8s monitoring

Since pods are collections of containers which are run by the container runtime, in our case docker, logs for every pod is collected based on the default logging driver used by Docker. The default is json-file, which writes logs for each container to a JSON file on the agent node where the pod is running.

There are a lot of pluggable log drivers available. As of Docker v17, there are nine supported drivers https://docs.docker.com/engine/admin/logging/overview/#supported-logging-drivers. To switch drivers, the Docker daemon running on k8s agent nodes can be started with one of these drivers:

$ /usr/bin/docker daemon -H fd:// --storage-driver=overlay --logging-driver=fluentd

Docker also lets us specify logging driver per container.

The fluentd, one of the nine drivers, claims to be an is an open source data collector for unified logging layer. fluentd driver runs...