DynamoDB
Description
The DynamoDB online store provides support for materializing feature values into AWS DynamoDB.
Getting started
In order to use this online store, you'll need to run pip install 'feast[aws]'
. You can then get started with the command feast init REPO_NAME -t aws
.
Example
The full set of configuration options is available in DynamoDBOnlineStoreConfig.
Permissions
Feast requires the following permissions in order to execute commands for DynamoDB online store:
The following inline policy can be used to grant Feast the necessary permissions:
Lastly, this IAM role needs to be associated with the desired Redshift cluster. Please follow the official AWS guide for the necessary steps here.
Functionality Matrix
The set of functionality supported by online stores is described in detail here. Below is a matrix indicating which functionality is supported by the DynamoDB online store.
To compare this set of functionality against other online stores, please see the full functionality matrix.