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)
- Does DynamoDB support read replicas?
- Can DynamoDB table have adhoc attributes?
- Can a DynamoDB range key be a GSI key?
- Can DynamoDB have duplicates?
- In DynamoDB, can I use UUID as the partition key?
- What is DynamoDB used for?
- Can DynamoDB store images?
- How to create an index in DynamoDB? (how to create an index in dynamodb)
- Can glue write to DynamoDB?
- Are DynamoDB table names supposed to be unique?
- Does DynamoDB Support SQL?
- Can DynamoDB have null values?
- Is DynamoDB a wide-column store?
- Is DynamoDB certification worth it?
- Can colons and special characters be used in DynamoDB attributes?
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