We have concerned ourself hitherto with accessing data based on the key attributes. If we wanted to look for items based on non-key attributes we had to do a full table scan and use filter conditions to find what we wanted, which would be both very slow and very expensive for systems operating at large scale.
DynamoDB provides a feature called Global Secondary Indexes (GSIs) which will automatically pivot your data around different Partition and Sort Keys. Data can be re-grouped and re-sorted to allow for more access patterns to be quickly served with the Query and Scan APIs.
Remember the previous example where we wanted to find all the replies in the Reply table that were posted by User A and needed to use a
Scan operation? If there had been a billion Reply items but only three of them were posted by User A, we would have to pay (both in time and money) to scan through a billion items just to find the three we wanted.
Armed with this knowledge of GSIs, we can now create a GSI on the Reply table to service this new access pattern. GSIs can be created and removed at any time, even if the table has data in it already! This new GSI will use the PostedBy attribute as the Partition (HASH) key and we will still keep the messages sorted by ReplyDateTime as the Sort (RANGE) key. We want all the attributes from the table copied (projected) into the GSI so we will use the ALL ProjectionType. Note that the name of the index we create is
Navigate to the Reply table, switch to the Indexes tab and click
PostedBy as the Partition key,
ReplyDateTime as the Sort key, and
PostedBy-ReplyDateTime-gsi as the Index name. Leave the other settings as defaults and click
Create Index. Once the index leaves the
Creating state you can continue on to the exercise below.
Hint: When using a GSI in DynamoDB you have to explicitly tell DynamoDB to use the index instead of the table.
The solution is expandable below but try to figure it out yourself before moving forward.
Click below to expand and see the exercise solutions
Even if the table has a billion Reply items authored by other Users, this query will only cost us to read the exact 3 items we’re hoping to return (unlike a
When you’re done, make sure to remove the GSI. Return to the Indexes tab, select the
PostedBy-ReplyDateTime-gsi index and click