Code Monkey home page Code Monkey logo

kafka-microservice's Introduction

Kafka microservice

Resilient kafka-microservice with support of prometheus metrics. It facilitates embedding the essential processor of kafka messages under a framework which automatically handles:

  1. Message I/O abstraction (Kafka, HTTP, ...)
  2. Workers management
  3. Prometheus interface (/metrics)
  4. Ops http handlers (/ops/heartbeat, /ops/version)
  5. Crash handling
  6. Hanging recovery

On initialisation the embedded service provides a list of topics to subscribe and optional error topic. In the processing body it receives an input topic and message and results an output topic and message. The framework is encapsulated in the class ServiceWorker which your service needs to inherit.

Example:

from kafka_microservice import ServiceWorker

class DemoWorker(ServiceWorker):
def __init__(self):
    super().__init__('demo', consumer_args=dict(topics='input-topic', error_topic='error-topic'))

def process(self, in_topic, message):
    return ('output-topic', message)

if __name__ == '__main__':
    DemoWorker().start()

Dockerfile can be described as follows:

FROM kafka-microservice

Add the processing code.

ADD demo_service.py $APP_DIR

where $APP_DIR is env var defined by the base image.

Execute statement:

CMD [ "uwsgi", "--ini", "uwsgi.ini", "--mule=demo_service.py", "--mule=demo_service.py" ]

where uwsgi.ini is inherited by the framework. Pass as many --mule options as workers are needed to run in paralell inside the container.

High-level architecture chart

Architecture scheme

kafka-microservice's People

Watchers

 avatar  avatar  avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.