/shoe-store

Shoe Store Loyalty Engine - Flink SQL Workshop

Primary LanguageHCL

Confluent Cloud - Flink SQL Shoe Store Workshop

Imagine you are running a shoe shop. You want to get an overview of shoe sales, understand your customers better, and you'd like to start a loyalty program, too. Luckily, you already use Confluent Cloud as a backbone for your data. This means you can leverage Confluent Flink SQL for some ad-hoc analyses, and determine which of your customers are currently eligible for a free pair of shoes!

For a good preparation and first understanding, please read this Guide to Flink SQL: An In-Depth Exploration . If you want a refresher of the Kafka basics, we highly recommend our Kafka Fundamentals Workshop .

In this workshop, we will build a Shoe Store Loyalty Engine. We will use Flink SQL in Confluent Cloud on AWS or Azure (GCP coming soon). YOu can find an architecture diagram below.

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Required Confluent Cloud Resources

The hands-on consists of two labs (see below), and these require Confluent Cloud infrastructure that has to be provisioned before we can start with the actual workshop.

  • Preparation of required Confluent Cloud Resources: You can either create your infrastructure manually with this guide or you can use Terraform for an automatated creation: Terraform guide.

  • The complete finished Hands-on can be created automatically with terraform as well. Please use this guide

Workshop Labs

  • Lab1: Flink Tables, Select Statements, Aggregations, Time Windows
  • Lab2: Join Statements, Data Enrichment, Statement Sets

Together, the Labs will design a loyality program within Flink SQL. You can see the complete Mapping of dynamic Tables and Topics in the next graphic.

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Optional: You can deploy the complete finished workshop with Terraform. Please follow this guide for a complete and finished Loyalty-Program. Only the notification need to be setup manually.

Notification Client

You can find the Python Notification client in this guide.

Costs of this Confluent Cloud - Flink SQL Shoe Store Workshop

The lab execution do not consume much money. We calculated an amount of less than 10$ for a couple of hours of testing. If you create the cluster one day before, we recommend to pause all connectors.