Dapper is a lightweight object-relational mapper in .NET. It's popular because it's easy to use and fast at the same time.
Dapper extends the IDbConnection
interface with methods for sending SQL queries to the database.
But, because of the nature of SQL, mapping the result into an object model can be tricky.
So in this week's newsletter, I'll teach you how to map:
Simple queries
One-to-one relationships
One-to-many relationships
Many-to-many relationships
Let's dive in.
Simple Mapping
Let's first see how to do a simple mapping using Dapper.
Writing a query with Dapper has three parts:
Creating an
IDbConnection
instanceWriting the SQL query
Calling a method that Dapper exposes
We will write a SQL query to load a set of LineItem
objects for a specific Order
.
public class LineItem
{
public long LineItemId { get; init; }
public long OrderId { get; init; }
public decimal Price { get; init; }
public string Currency { get; init; }
public decimal Quantity { get; init; }
}
Here's the SQL query returning the result we need:
SELECT Id AS LineItemId, OrderId, Price, Currency, Quantity
FROM LineItems
WHERE OrderId = @OrderId
I'm parameterizing the Order
identifier using the @OrderId
syntax. This is a Dapper convention. It's important that you use parameterized queries to avoid SQL injection attacks.
The mapping is straightforward in this case because we are only returning one type from the database.
We call the QueryAsync
method and specify LineItem
as the return type. Make sure to pass in the arguments for this method, the SQL query, and the OrderId
parameter. I prefer creating anonymous objects for Dapper parameters.
using var connection = new SqlConnection();
var lineItems = await connection.QueryAsync<LineItem>(
sql,
new { OrderId = orderId });
That's everything you need for a simple mapping.
Dapper One To One Relationship Mapping
What if the object we want to return from the SQL query contains a nested object?
Here's an updated LineItem
type that also contains a Product
inside.
public class LineItem
{
public long LineItemId { get; init; }
public long OrderId { get; init; }
public decimal Price { get; init; }
public string Currency { get; init; }
public decimal Quantity { get; init; }
}
public class Product
{
public long ProductId { get; init; }
public string Name { get; init; }
}
Now you need to return two types in the same query.
Here's the updated SQL query with a join on the Products
table:
SELECT li.Id AS LineItemId, li.OrderId, li.Price, li.Currency, li.Quantity,
p.Id AS ProductId, p.Name
FROM LineItems li
JOIN Products p ON p.Id = li.ProductId
WHERE li.OrderId = @OrderId
This query is more complicated because we need to use Dapper's multi-mapping feature.
In the QueryAsync
method, we specify both LineItem
and Product
as return types and LineItem
as the final return type for the method.
We must also tell Dapper how to map the LineItem
and Product
from the result set into a single LineItem
object.
And we need to specify the splitOn
argument, which tells Dapper where one object ends and the next begins.
using var connection = new SqlConnection();
var lineItems = await connection.QueryAsync<LineItem, Product, LineItem>(
sql,
(lineItem, product) =>
{
lineItem.Product = product;
return lineItem;
},
new { OrderId = orderId },
splitOn: "ProductId");
We write more code to make this work, but it should be easy to wrap your head around it.
Dapper One To Many Relationship Mapping
Another frequent situation is mapping a one-to-many relationship from SQL into an object model.
Because you are joining two tables, the result set will contain duplicate data on the "one" side of the relationship.
For this example, let's use an Order
with a list of LineItem
objects.
public class Order
{
public long OrderId { get; init; }
public List<LineItem> LineItems { get; init; } = new();
}
public class LineItem
{
public long LineItemId { get; init; }
public long OrderId { get; init; }
public decimal Price { get; init; }
public string Currency { get; init; }
public decimal Quantity { get; init; }
}
Here's the SQL query returning the data we need from the database:
SELECT o.Id AS OrderId,
li.Id AS LineItemId, li.OrderId, li.Price, li.Currency, li.Quantity
FROM Orders o
JOIN LineItems li ON li.OrderId = o.Id
WHERE o.Id = @OrderId
We're going to get back duplicate Order
data because of the JOIN
. But we only want to return one Order
with all the line items.
The Dapper mapping function only gives us the Order
and LineItem
for the current row in the result set.
One way to solve this is to use a Dictionary
to store the Order
and reuse it inside the mapping.
Store the
Order
in the dictionary if it's not thereIf it is there, add the
LineItem
to the existingOrder
instance
using var connection = new SqlConnection();
var ordersDictionary = new Dictionary<long, Order>();
await connection.QueryAsync<Order, LineItem, Order>(
sql,
(order, lineItem) =>
{
if (ordersDictionary.TryGetValue(order.OrderId, out var existingOrder))
{
order = existingOrder;
}
else
{
ordersDictionary.Add(order.OrderId, order);
}
order.LineItems.Add(lineItem);
return order;
},
new { OrderId = orderId },
splitOn: "LineItemId");
var mappedOrder = ordersDictionary[orderId];
A many-to-many relationship would use the same idea, except you'll need two dictionaries for each side of the relationship.
In Summary
Dapper is a fantastic library for writing fast database queries using SQL.
Because of how SQL works, mapping into an object model is sometimes complicated.
There are four common scenarios:
Simple mapping - a flat structure mapped directly from SQL to an object
One-to-one mapping - provide a mapping function to connect two objects
One-to-many mapping - manage a dictionary for the "one" side of the relationship
Many-to-many mapping - same as above, except you need a dictionary for both sides of the relationship
Now you have a cheat sheet for mapping relationships with Dapper.
Hope this was helpful.
I'll see you next week!
P.S. Whenever you’re ready, there are 2 ways I can help you:
Pragmatic Clean Architecture: This comprehensive course will teach you the system I use to ship production-ready applications using Clean Architecture. Learn how to apply the best practices of modern software architecture. Join 950+ students here.
Patreon Community: Think like a senior software engineer with access to the source code I use in my YouTube videos and exclusive discounts for my courses. Join 820+ engineers here.