I have 500 items to be retrieved using 500 primary key attribute and I want to retrieve 4 attributes of each item instead of all the attributes. I am using DynamoDBMapper in Java, but I am unable to find a way to project them to a specific number of attributes. Retrieving all the attributes might be very costly since one of attributes can be very big. Is there a way to get 4 attributes of all those 500 items using DynamoDBMapper?
Yes, the DynamoDBMapper
has support for using ProjectionExpressions with both the query
and scan
methods. I don't see any support on the load
.
Here is an example using the public <T> PaginatedQueryList<T> query(java.lang.Class<T> clazz, DynamoDBQueryExpression<T> queryExpression)
and providing a projection DynamoDBQueryExpression
. Look at the .withProjectionExpression("var1, #projectedVar")
which uses an ExpressionAttributeNames for one attribute. If you need to retrieve attributes that are not top-level attributes, you will have to look at the DocumentPaths documentation:
import com.amazonaws.auth.BasicAWSCredentials;
import com.amazonaws.services.dynamodbv2.AmazonDynamoDB;
import com.amazonaws.services.dynamodbv2.AmazonDynamoDBClient;
import com.amazonaws.services.dynamodbv2.datamodeling.DynamoDBMapper;
import com.amazonaws.services.dynamodbv2.datamodeling.DynamoDBMapperConfig;
import com.amazonaws.services.dynamodbv2.datamodeling.DynamoDBQueryExpression;
import com.amazonaws.services.dynamodbv2.datamodeling.PaginatedQueryList;
import com.amazonaws.services.dynamodbv2.model.AttributeValue;
import com.amazonaws.services.dynamodbv2.model.CreateTableRequest;
import com.amazonaws.services.dynamodbv2.model.ProvisionedThroughput;
import com.amazonaws.services.dynamodbv2.util.Tables;
import java.util.HashMap;
import java.util.Map;
public class MyTest {
public static final String TABLE_NAME = "test_table";
public static void main(String[] args) throws Exception {
final AmazonDynamoDB dynamodb =
new AmazonDynamoDBClient(new BasicAWSCredentials("aws", "key"));
dynamodb.setEndpoint("http://localhost:8000");
if (Tables.doesTableExist(dynamodb, TABLE_NAME)) {
dynamodb.deleteTable(TABLE_NAME);
}
final DynamoDBMapper mapper = new DynamoDBMapper(dynamodb);
final CreateTableRequest request = mapper.generateCreateTableRequest(MyClass.class)
.withProvisionedThroughput(new ProvisionedThroughput(5L, 5L));
dynamodb.createTable(request);
final MyClass myClass1 = new MyClass();
myClass1.setHash("H1");
myClass1.setRange("R1");
myClass1.setVar1("v1");
myClass1.setVar2("v2");
myClass1.setVar3("v3");
mapper.save(myClass1);
myClass1.setRange("R2");
myClass1.setVar1("v4");
myClass1.setVar2("v5");
myClass1.setVar3("v6");
mapper.save(myClass1);
myClass1.setRange("R3");
myClass1.setVar1("v7");
myClass1.setVar2("v8");
myClass1.setVar3("v9");
mapper.save(myClass1);
final HashMap<String, String> expressionAttributeNames = new HashMap<>();
expressionAttributeNames.put("#myHash", "hash");
expressionAttributeNames.put("#projectedVar", "var3");
final Map<String, AttributeValue> expressionAttributeValues = new HashMap<>();
expressionAttributeValues.put(":hashValue", new AttributeValue("H1"));
final DynamoDBQueryExpression<MyClass> queryExpression = new DynamoDBQueryExpression<MyClass>()
.withKeyConditionExpression("#myHash = :hashValue")
.withExpressionAttributeNames(expressionAttributeNames)
.withExpressionAttributeValues(expressionAttributeValues)
.withProjectionExpression("var1, #projectedVar");
final DynamoDBMapperConfig mapperConfig =
new DynamoDBMapperConfig(DynamoDBMapperConfig.ConsistentReads.CONSISTENT);
final PaginatedQueryList<MyClass> query = mapper.query(MyClass.class, queryExpression, mapperConfig);
query.forEach(System.out::println);
}
}
import com.amazonaws.services.dynamodbv2.datamodeling.DynamoDBAttribute;
import com.amazonaws.services.dynamodbv2.datamodeling.DynamoDBHashKey;
import com.amazonaws.services.dynamodbv2.datamodeling.DynamoDBRangeKey;
import com.amazonaws.services.dynamodbv2.datamodeling.DynamoDBTable;
@DynamoDBTable(tableName = MyTest.TABLE_NAME)
public class MyClass {
private String hash;
private String range;
private String var1;
private String var2;
private String var3;
@DynamoDBHashKey
public String getHash() { return hash; }
public void setHash(String hash) { this.hash = hash; }
@DynamoDBRangeKey
public String getRange() { return range; }
public void setRange(String range) { this.range = range; }
@DynamoDBAttribute
public String getVar1() { return var1; }
public void setVar1(String var1) { this.var1 = var1; }
@DynamoDBAttribute
public String getVar2() { return var2; }
public void setVar2(String var2) { this.var2 = var2; }
@DynamoDBAttribute
public String getVar3() { return var3; }
public void setVar3(String var3) { this.var3 = var3; }
@Override
public String toString() {
return "MyClass{" +
"hash='" + hash + '\'' +
", range='" + range + '\'' +
", var1='" + var1 + '\'' +
", var2='" + var2 + '\'' +
", var3='" + var3 + '\'' +
'}';
}
}
And the output, showing that only the projected attributes are retrieved:
MyClass{hash='null', range='null', var1='v1', var2='null', var3='v3'}
MyClass{hash='null', range='null', var1='v4', var2='null', var3='v6'}
MyClass{hash='null', range='null', var1='v7', var2='null', var3='v9'}
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