DynamoDB

Description
The DynamoDB online store provides support for materializing feature values into AWS DynamoDB.
Example
feature_store.yaml
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project: my_feature_repo
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registry: data/registry.db
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provider: aws
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online_store:
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  type: dynamodb
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  region: us-west-2
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Configuration options are available here.
Permissions
Feast requires the following permissions in order to execute commands for DynamoDB online store:
Command
Permissions
Resources
Apply
dynamodb:CreateTable
dynamodb:DescribeTable
dynamodb:DeleteTable
arn:aws:dynamodb:<region>:<account_id>:table/*
Materialize
dynamodb.BatchWriteItem
arn:aws:dynamodb:<region>:<account_id>:table/*
Get Online Features
dynamodb.BatchGetItem
arn:aws:dynamodb:<region>:<account_id>:table/*
The following inline policy can be used to grant Feast the necessary permissions:
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{
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    "Statement": [
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        {
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            "Action": [
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                "dynamodb:CreateTable",
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                "dynamodb:DescribeTable",
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                "dynamodb:DeleteTable",
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                "dynamodb:BatchWriteItem",
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                "dynamodb:BatchGetItem"
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            ],
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            "Effect": "Allow",
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            "Resource": [
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                "arn:aws:dynamodb:<region>:<account_id>:table/*"
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            ]
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        }
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    ],
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    "Version": "2012-10-17"
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}
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Lastly, this IAM role needs to be associated with the desired Redshift cluster. Please follow the official AWS guide for the necessary steps here.

Datastore

PostgreSQL (contrib)

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Contents

Description

Example

Permissions