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)
- How many DynamoDB tables can I have at a maximum?
- Can Django use DynamoDB?
- Is DynamoDB similar to MongoDB?
- What are the best alternatives to DynamoDB?
- Does Amazon DynamoDB store healthcare data?
- When to use DynamoDB?
- Is DynamoDB serverless?
- Can DynamoDB trigger AWS Lambda?
- Can we rename DynamoDB table?
- Is DynamoDB based on MongoDB?
- Is DynamoDB distributed?
- What are the naming conventions in DynamoDB?
- Is DynamoDB stateless?
- Can I add DynamoDB to my full-stack application?
- How to create an index in DynamoDB? (how to create an index in dynamodb)
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