Building a Fraud Detection App with HoloViz Panel, Apache Kafka and Faust

WORK IN PROGRESS

This application is inspired by the blog post How to build a real-time fraud detection pipeline using Faust and MLFlow. The Code is here.

You can use the as a template or as inspiration for building HoloViz Panel apps that are event driven and supports streaming.

Confluent Kafka

Prerequisites

A Confluent Cloud Cluster
Knowledge at a level of Python: Code Example for Apache Kafka
- Repo

Create the Conda Environment

conda create -c pyviz -c conda-forge -n panel-kafka-faust panel holoviz hvplot

https://github.com/simplesteph/kafka-stack-docker-compose

https://github.com/confluentinc/examples/tree/latest/clients/cloud/python#overview

https://docs.confluent.io/platform/current/quickstart/ce-docker-quickstart.html#ce-docker-quickstart