GoKa Stream Processing For Kafka
Written by Kay Ewbank   
Friday, 26 May 2017

There's a new library for writing distributed stream processing applications in Go backing them with data in Kafka. GoKa aims to reduce the complexity of building highly scalable and highly available microservices.

Kafka is an Apache project that can be used for building real-time data pipelines and streaming apps. It is horizontally scalable, fault-tolerant, fast, and runs in production in thousands of companies. Goka  uses Kafka for message passing, fault-tolerant state storage and workload partitioning

Goka works by binding a state table to Kafka consumer groups, and persisting them in Kafka. The Goka group table represents the state of the group. A microservice modifies and serves the content of a table employing two complementary object types: processors and views.

A processor is a set of callback functions that modify the group table when messages arrive. Processors can also emit messages into other topics. Goka distributes the partitions of the input topics across all processor instances in a processor group to enable scaling and fault-tolerance. If a processor instance fails, its partitions and state are reassigned to the remaining healthy members of the processor group.

A view is a persistent cache of a group table that subscribes for the updates of all partitions of a group table and keeps local disk storage in sync with the group topic. Views provide read-only access to the group tables and can be used to provide external services.

Emitters deliver key-value messages into Kafka. The example used in the documentation is of a database handler emitting the state changes into Kafka for other interested applications to consume.

Goka handles all the message input and output. You provide one or more callback functions that handle messages from any of the Kafka topics you are interested in, and then can work with only the deserialized messages.

Goka is on GitHub complete with samples and good documentation.

kakfalogo

More Information

Goka On GitHub

Related Articles

Apache Kafka Adds New Streams API

Apache Beam Moves To Top Level

HBase Adds MultiWAL Support

Spark BI Gets Fine Grain Security

To be informed about new articles on I Programmer, sign up for our weekly newsletter, subscribe to the RSS feed and follow us on Twitter, Facebook or Linkedin.

 

Banner


Flox Releases Flox Hub
13/03/2024

Flox has announced that its Command Line Interface (CLI) and FloxHub are now generally available. The CLI is open source and FloxHub is free for anyone to use.



Five Tips for Managing Hybrid Development Teams
08/03/2024

Managing hybrid development teams can be challenging, but  can also be a rewarding endeavor. Here are some tips to follow to ensure success. 


More News

 

raspberry pi books

 

Comments




or email your comment to: comments@i-programmer.info

Last Updated ( Friday, 26 May 2017 )