Perform Dynamic Group By Query
Since RavenDB 4.0, the query optimizer supports dynamic group by queries and automatically creates auto map-reduce indexes.
You can create a dynamic query that does an aggregation by using the groupBy()
method.
The supported aggregation operations are:
count
sum
Group By Single Field
const orders = await session.query({ collection: "Orders" })
.groupBy("ShipTo.Country")
.selectKey("ShipTo.Country", "Country")
.selectSum(new GroupByField("Lines[].Quantity", "OrderedQuantity"))
.ofType(CountryAndQuantity)
.all();
from Orders
group by ShipTo.City
select ShipTo.City as Country, sum(Lines[].Quantity) as TotalQuantity
Group By Multiple Fields
const results = await session.query({ collection: "Orders" })
.groupBy("Employee", "Company")
.selectKey("Employee", "EmployeeIdentifier")
.selectKey("Company")
.selectCount()
.ofType(CountByCompanyAndEmployee)
.all();
from Orders
group by Employee, Company
select Employee as EmployeeIdentifier, Company, count() as Count
Select Composite GroupBy Key
const orders = await session.query({ collection: "Orders" })
.groupBy("Employee", "Company")
.selectKey("key()", "EmployeeCompanyPair")
.selectCount("Count")
.ofType(CountOfEmployeeAndCompanyPairs)
.all();
from Orders
group by Employee, Company
select key() as EmployeeCompanyPair, count() as Count
Group By Array
By Array Values
In order to group by values of array, you need to use groupBy(array(...))
. The following query will group by product
field from lines
collection
and calculate the count per ordered products. Underneath a fanout, an auto map-reduce index will be created to handle such query.
const products = await session.query({ collection: "Orders" })
.groupBy(GroupBy.array("Lines[].Product"))
.selectKey("key()", "Products")
.selectCount()
.ofType(ProductsInfo)
.all();
from Orders
group by Lines[].Product
select Lines[].Product, count() as Count
Inside a single group by statement you can mix collection values and value of another property. That's supported by DocumentQuery
only:
const results = await session.advanced.documentQuery({ collection: "Orders" })
.groupBy("Lines[].Product", "ShipTo.Country")
.selectKey("Lines[].Product", "Product")
.selectKey("ShipTo.Country", "Country")
.selectCount()
.ofType(ProductInfo)
.all();
from Orders
group by Lines[].Product, ShipTo.Country
select Lines[].Product as Product, ShipTo.Country as Country, count() as Count
Grouping by multiple values from the same collection is supported as well:
const results = await session.query({ collection: "Orders" })
.groupBy(GroupBy.array("Lines[].Product"), GroupBy.array("Lines[].Quantity"))
.selectKey("Lines[].Product", "Product")
.selectKey("Lines[].Quantity", "Quantity")
.selectCount()
.ofType(ProductInfo)
.all();
from Orders
group by Lines[].Product, Lines[].Quantity
select Lines[].Product as Product, Lines[].Quantity as Quantity, count() as Count
By Array Content
Another option is to group by array content. The reduction key will be calculated based on all values of a collection specified in GroupBy
.
The client API exposes the GroupByArrayContent
extension method for that purpose.
const results = await session.query({ collection: "Orders" })
.groupBy(GroupBy.array("Lines[].Product"))
.selectKey("key()", "Products")
.selectCount()
.ofType(ProductsInfo)
.all();
from Orders
group by array(Lines[].Product)
select key() as Products, count() as Count
Grouping by array content and a value of another property is supported by DocumentQuery
:
const results = await session.query({ collection: "Orders" })
.groupBy(GroupBy.array("Lines[].Product"), GroupBy.field("ShipTo.Country"))
.selectKey("Lines[].Product", "Products")
.selectKey("ShipTo.Country", "Country")
.selectCount()
.ofType(ProductsInfo)
.toList();
from Orders
group by array(Lines[].Product), ShipTo.Country
select Lines[].Product as Products, ShipTo.Country as Country, count() as Count
Grouping by multiple values from the same collection is also supported by DocumentQuery
:
const results = await session.query({ collection: "Orders" })
.groupBy(GroupBy.array("Lines[].Product"), GroupBy.array("Lines[].Quantity"))
.selectKey("Lines[].Product", "Products")
.selectKey("Lines[].Quantity", "Quantities")
.selectCount()
.ofType(ProductsInfo)
.all();
from Orders
group by array(Lines[].Product), array(Lines[].Quantity)
select Lines[].Product as Products, Lines[].Quantity as Quantities, count() as Count