/kafka-event-driven-fraud-detection

Primary LanguagePython

Kafka-event-driven-fraud-detection

This is a sample project for working with the Kafka to create a fraud detection python that gets a stream of messages from Kafka and is able to detector fraudulent transactions.

Prerequities

  1. Docker
  2. Python
  3. ArrangoDB

Getting started KAFKA

To run the application run the following command

docker-compose -f "docker-compose.kafka.yml" up -d --build

This will build the Docker images for Zooker and Kafka and then start containers for these two services.

Getting Started with Kafka producer(generator and consumer (detector)

To build docker images for the Kafka producers and consumers run the following command.

docker-compose -f "docker-compose.yml" up -d --build

Views Consumer Logs

To view the fraudulent transaction detected run the following docker command

docker logs -f consumer