New CloudFormation Template - Backing up DynamoDB the easy way
DynamoDB is an easy-to-use NoSQL database available only on AWS. It comes with many useful features such:
- Time-to-live for items
- Secondary indexes
- Scalable read and write throughput
- Streams that contain all changes of a table
Unfortunately, there is no backup feature. You might say:
But DynamoDB replicates my data. The durability guarantees are super high. I will never lose my data. I can even replicate my data cross region
But what if your application has a bug and updates many items in a way that corrupts your data, or what if your cleanup script deletes the wrong items? You can not revert changes easily in DynamoDB. You need a backup in that case!
One of the solutions is to run a job on an EMR cluster that does the backup. But this is a multi-step process:
- Create an EMR cluster
- Wait until the cluster is ready
- Run the backup job
- Wait until the job is completed, retry if necessary
- Terminate the EMR cluster
- Wait until the cluster is terminated
Luckily, Data Pipeline is a service that can do the orchestration work for you. The Data Pipeline documentation has examples to backup and restore a DynmoDB table.
The only unsolved problem is: How to setup the Data Pipeline? My answer is CloudFormation. I authored a template to backup a DynamoDB table. The template contains the data pipeline, S3 buckets for logs and the backups, and also the glue to alert you if the backup fails. The following figure shows the pipeline definition:
If you want to setup a CloudFormation stack to backup a DynamoDB table, just follow the steps in the Free Template for AWS CloudFormation documentation.
One downside of this solution is that you have to spin up an EMR cluster for each table that you backup. A cluster consists of one master and one core node, e.g. of type m4.large
. In us-east-1
this means 2 * $0.10 (assuming the backup completes within one hour). Additionally, you pay for EMR 2 * $0.03 (also assuming the backup ti finish in under 1 hour). In total, you spend $0.26 per table per backup.
Further reading
- Article A look at DynamoDB
- Article DynamoDB pitfall: limited throughout due to hot partitions
- Article CloudFormation vs Terraform in 2022
- Article Maintaining an Open Source library of production-ready CloudFormation templates
- Article New CloudFormation Template - Operational Alerts and new Docs
- Article New CloudFormation Templates - ECS Cluster & Service, legacy VPC wrapper, automated tests
- Article New CloudFormation Template - Authentication Proxy using your GitHub Organization and YAML
- Article New CloudFormation Templates - VPC bastion host, Jenkins, Security AWS Config
- Article New CloudFormation Templates - NAT Gateway, Static website, Security
- Tag announcement
- Tag dynamodb