Question: Can DynamoDB do aggregations?
Answered by Rafal Wilinski
Answer
A simple answer is that DynamoDB does not support aggregations. Since DynamoDB is a NoSQL database and it has very limited query functionality. So it is impossible to perform aggregation from a DynamoDB table by directly calling the DynamoDB API.
But there are a few tools and techniques to achieve the aggregations:
- Perform a table scan and apply the logic on the application side to do the aggregation functions. But this is not a practical solution for the larger dataset.
- Use a materialized index on DynamoDB. The maximum number of entries could be stored in a separate table and updated as new records are added if your table is write-only and does not allow changes or deletions. This strategy isn't a universal fix, although it can work in some limited situations.
- Use Amazon Redshift to perform analytics.
- Utilize DynamoDB streams to perform data aggregation asynchronously and query an aggregated table to retrieve the aggregated data.
Other Common DynamoDB FAQ (with Answers)
- What is DynamoDB used for?
- How to track changes to items in DynamoDB?
- Is DynamoDB a managed service?
- How do I create an id in DynamoDB?
- How do you enable cloudtrail for DynamoDB?
- Is DynamoDB OLTP or OLAP?
- Why is AWS DynamoDB charging me?
- Is DynamoDB a backend database?
- Why is DynamoDB bad?
- What does the DynamoDB query return?
- Are DynamoDB table names globally unique?
- Can firehose write to DynamoDB?
- Does DynamoDB support Multi-AZ?
- Does DynamoDB Support SQL?
- Why is DynamoDB so expensive?
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