在 DynamoDB 中存储时间序列数据

Question

We are collecting time series events for users and need to be able to query over a time range. An example row might be:

{ user_id: 100, timestamp: 1352293487, location: "UK", rating:5 }

We need to be able to query over a time range based on the timestamp for a particular user. Would I be correct in thinking we could utilise DynamoDB's Query operation and set the user_id to the primary key, timestamp to the range key in order to efficiently query between two timestamp values?

Answer 1

Your suggestion sounds like a good schema as long as there are enough users.

As you know, Amazon automatically spread your tables over partitions for reliability and performances. I'm not 100% sure but I think Query requests can only be worked on a single partition at a time. This matters because the provisioned throughput is evenly split over these partitions meaning that frequent queries on the same item will only use a fraction of what you provisioned.