Build Idempotent Order Processor with Lambda, DynamoDB, and SQS

Build Idempotent Order Processor with Lambda, DynamoDB, and SQS
Build Idempotent Order Processor with Lambda, DynamoDB, and SQS

CLOUD LABS



Build Idempotent Order Processor with Lambda, DynamoDB, and SQS

In this Cloud Lab, you’ll learn to design an idempotent order processor on AWS using Lambda, DynamoDB, and SQS to avoid duplicates and handle scale.

9 Tasks

intermediate

1hr 30m

Certificate of Completion

Desktop OnlyDevice is not compatible.
No Setup Required
Amazon Web Services

Learning Objectives

Hands-on experience understanding and preventing data duplication using idempotency
The ability to use conditional writes in Amazon DynamoDB
The ability to send operational metrics to Amazon CloudWatch
Hands-on experience modeling the order life cycle using discrete state transitions

Technologies
Lambda logoLambda
SQS logoSQS
DynamoDB logoDynamoDB
CloudWatch logoCloudWatch
Cloud Lab Overview

In applications, a user’s action can sometimes be processed more than once due to accidental double-clicks, network retries, or system failures that trigger the same request multiple times. This Cloud Lab teaches you how to build a reliable order processing system that avoids this problem. You’ll learn about idempotency, which ensures that even if an action is repeated multiple times, the outcome remains the same as if performed only once. For example, clicking the “Place Order” button several times will still create just one order.

In this Cloud Lab, you’ll build an idempotent order processor using key AWS services. To help you get started, this Cloud Lab includes preconfigured resources, as mentioned below:

  • AWS Lambda: Handles the business logic, such as processing and saving orders.

  • Amazon DynamoDB: Stores and retrieves order information as a fast, reliable database.

  • Amazon SQS: Configure Amazon SQS as a message queuing service to manage a high volume of orders, ensuring they are processed smoothly and reliably.

Idempotent order processing pipeline
Idempotent order processing pipeline

You’ll add special checks to DynamoDB to stop duplicate orders. You will also update the Lambda code to check if the incoming order data is correct, send important reports to CloudWatch so you can see how your system is working, and even track the different steps an order goes through. Finally, you’ll connect to Amazon SQS for handling many orders smoothly.

By the end of this Cloud Lab, you will have gained practical skills to build strong and dependable cloud applications. You will understand how to prevent duplicate data, check inputs, monitor your services, manage order statuses, and build systems that can handle several requests without issues.

Cloud Lab Tasks
1.Introduction
Getting Started
Define Idempotency
2.Build the Idempotent Order Processor
Naive Lambda Function: Basic Order Writer
Add Idempotency with Conditional Writes
Add Schema Validation
Emit CloudWatch Metrics
Add State Transitions
Integrate with Amazon SQS for Asynchronous Processing
3.Conclusion
Wrap Up
Labs Rules Apply
Stay within resource usage requirements.
Do not engage in cryptocurrency mining.
Do not engage in or encourage activity that is illegal.
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