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Simple Flink fraud detection

This project implements a simple application to detect fraudulent transactions made by users based on dynamic rules.

Download Flink and install to a folder. Flink releases can be found here

Install required python libraries

pip install -r requirements.txt

Create .env based on .env.example

Produce messages to topics first, then run the application by the command below

<path to flink folder>/bin/flink run -py main.py --target local

Technologies used:

  • Flink DataStream (Flink 1.19.1)
  • Kafka
  • Avro

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