What is the DynamoDB equivalent of
SELECT MAX(RANGE_KEY) FROM MYTABLE WHERE PRIMARYKEY = "value"
The best I can come up with is
from boto.dynamodb2.table import Table as awsTable
tb = awsTable("MYTABLE")
rs = list(tb.query_2(PRIMARYKEY__eq="value", reverse=True, limit=1))
MAXVALUE = rs[0][RANGE_KEY]
Is there a better way to do this?
You can Query any table or secondary index, provided that it has a composite primary key (partition key and sort key). Query operations consume read capacity units, as follows. The table's provisioned read capacity. The index's provisioned read capacity.
As I'm sure you have figured out you cannot have more than two attributes form your primary key (hash+range). Thus, depending on the type of queries you will be performing and the size of your data you can structure your table in different ways.
More complex queries on DynamoDB data are occasionally required. Instead of scanning for such queries, it is usually preferable to create a GSI (global secondary index). Out of interest, I ran an experiment to confirm that Scan operation is indeed slower than Query operation.
That's the correct way.
Because the records matched by the Hash Key are sorted by the Range Key, getting the first one by the descendant order will give you the record with the maximum range key.
Query results are always sorted by the range key. If the data type of the range key is Number, the results are returned in numeric order; otherwise, the results are returned in order of ASCII character code values. By default, the sort order is ascending. To reverse the order use the ScanIndexForward parameter set to false.
Query and Scan Operations - Amazon DynamoDB : http://docs.aws.amazon.com/amazondynamodb/latest/developerguide/QueryAndScan.html
NOTE: Setting the reverse
parameter to true via boto API is equivalent to setting ScanIndexForward
to false via the native AWS API.
If someone looking how to do it with Java:
QuerySpec querySpec = new QuerySpec();
querySpec.withKeyConditionExpression("PRIMARYKEY = :key")
.withValueMap(new ValueMap()
.withString(":key", primaryKeyValue));
querySpec.withScanIndexForward(true);
querySpec.withMaxResultSize(1);
In boto3 you can do it this way:
import boto3
from boto3.dynamodb.conditions import Key, Attr
kce = Key('table_id').eq(tableId) & Key('range').between(start, end)
output = table.query(KeyConditionExpression = kce, ScanIndexForward = False, Limit = 1)
output contains the row associated with the Max value for the range between start and end. For the Min value change the ScanIndexForward
to True
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