使用密钥的 substring (begins_with) 在 DynamoDb 中查询 GSI

Question

Let's take the best practices for sort keys official documentation of DynamoDb as an example: https://docs.aws.amazon.com/amazondynamodb/latest/developerguide/bp-sort-keys.html

Imagine we have a table like the documentation mentions, where our sort key is a composite that looks like:

[country]#[region]#[city]#[neighborhood]

For example, something like this:

Partition Key (Employee Name)	Sort Key	Other columns...
Antonio	Spain#Madrid#Getafe#Whatever	...
Maria	Spain#Andalucia#Sevilla#Whatever2	...
Mike	Spain#Madrid#Alcorcon#Whatever	...

And I'd like to get all the records from a specific country + region, so we have a partial sort key:

[country]#[region] like Spain#Madrid to get Antonio and Mike .

I know it's not possible to query by sort key directly, so I created a GSI with the inverted index (like mentioned here https://stackoverflow.com/a/64141405 )

Partition Key	Sort Key	Other columns...
Spain#Madrid#Getafe#Whatever	Antonio	...
Spain#Andalucia#Sevilla#Whatever2	Maria	...
Spain#Madrid#Alcorcon#Whatever	Mike	...

But it still looks like it's not possible to query using the begins_with operator.

var request = new QueryRequest
{
    IndexName = "GSI_Name",
    KeyConditionExpression = "begins_with(SortKey, :v_SortKey)",
    ExpressionAttributeValues = new Dictionary<string, AttributeValue> {
        {":v_SortKey", new AttributeValue { S = sortKey }},
    },
};

My question is: is there any way to achieve this without using the Scan operation which is not ideal? Or any suggestion to change my table definition to achieve this? I've been trying to think of ways of restructuring the table to accomplish this behavior, but I'm not fluent enough with DynamoDB.

Answer 1

Use the country as the PK and the rest as the SK. That spreads the data nicely across partitions while also enabling your access pattern.