Entity Data Model
The Entity Data Model (EDM) is a conceptual model that describes the data and its structure in an abstract way, independent of the underlying storage. It provides a unified view of data from potentially disparate data sources.
Core Concepts of the EDM
- Entities: Represent objects or concepts that have properties and can be uniquely identified. For example, a
Customer
or aProduct
. - Entity Sets: Collections of entities of the same type. Similar to tables in a relational database.
- Relationships: Define how entities are associated with each other. These are analogous to foreign key constraints in relational databases but are represented as first-class citizens in the EDM.
- Properties: Attributes of an entity. These can be primitive types (like string, integer, boolean) or complex types.
- Complex Types: Custom data types that group together multiple primitive properties. For example, an
Address
complex type could containStreet
,City
, andZipCode
properties. - Association Sets: Collections of relationships between entity sets.
Benefits of Using the EDM
- Abstraction: Decouples the application logic from the complexities of the underlying data store. Developers work with a rich conceptual model.
- Uniformity: Provides a consistent way to access data regardless of the source (e.g., SQL Server, Oracle, XML).
- Productivity: Simplifies data access by allowing developers to think in terms of objects rather than tables and joins.
- Maintainability: Changes in the underlying database schema are less likely to impact the application code if the EDM is designed effectively.
EDM Tools and Components
The Entity Framework provides tools for defining and working with the EDM:
- Entity Data Model Designer (EDMX): A visual designer that allows you to create and edit your EDM. It generates XML metadata files (
.edmx
) that describe the model. - Conceptual Schema Definition Language (CSDL): An XML-based language used to define the entities, complex types, and relationships in the EDM.
- Store Schema Definition Language (SSDL): An XML-based language used to define the mapping between the EDM and the underlying data store schema.
- Mapping Specification Language (MSL): Defines how entities and relationships in the conceptual model map to tables, columns, and constraints in the storage model.
Key Takeaway:
The Entity Data Model acts as an abstraction layer, enabling developers to interact with data using a domain-driven approach without direct exposure to the underlying database structure.
Example Structure (Conceptual)
Consider a simple e-commerce scenario:
Entities:
Customer
(Properties:CustomerId
(Key),FirstName
,LastName
,Email
)Order
(Properties:OrderId
(Key),OrderDate
,TotalAmount
)Product
(Properties:ProductId
(Key),ProductName
,Price
)
Relationships:
- A
Customer
can have manyOrders
(One-to-Many). - An
Order
can contain manyProducts
(Many-to-Many).
<!-- Conceptual Schema Definition (CSDL) Snippet -->
<Schema Namespace="MyCompany.eCommerce" xmlns="http://schemas.microsoft.com/ado/2009/11/edm">
<EntityType Name="Customer">
<Key>
<PropertyRef Name="CustomerId" />
</Key>
<Property Name="CustomerId" Type="Edm.Int32" />
<Property Name="FirstName" Type="Edm.String" />
<Property Name="LastName" Type="Edm.String" />
<Property Name="Email" Type="Edm.String" />
<NavigationProperty Name="Orders" Relationship="MyCompany.eCommerce.CustomerOrders"
FromRole="Customer" ToRole="Order" />
</EntityType>
<EntityType Name="Order">
<Key>
<PropertyRef Name="OrderId" />
</Key>
<Property Name="OrderId" Type="Edm.Int32" />
<Property Name="OrderDate" Type="Edm.DateTime" />
<Property Name="TotalAmount" Type="Edm.Decimal" />
<NavigationProperty Name="Customer" Relationship="MyCompany.eCommerce.CustomerOrders"
FromRole="Order" ToRole="Customer" />
<NavigationProperty Name="Products" Relationship="MyCompany.eCommerce.OrderProducts"
FromRole="Order" ToRole="Product" />
</EntityType>
<EntityType Name="Product">
<Key>
<PropertyRef Name="ProductId" />
</Key>
<Property Name="ProductId" Type="Edm.Int32" />
<Property Name="ProductName" Type="Edm.String" />
<Property Name="Price" Type="Edm.Decimal" />
<NavigationProperty Name="Orders" Relationship="MyCompany.eCommerce.OrderProducts"
FromRole="Product" ToRole="Order" />
</EntityType>
<Association Name="CustomerOrders">
<End Type="MyCompany.eCommerce.Customer" Role="Customer" />
<End Type="MyCompany.eCommerce.Order" Role="Order" />
</Association>
<Association Name="OrderProducts">
<End Type="MyCompany.eCommerce.Order" Role="Order" />
<End Type="MyCompany.eCommerce.Product" Role="Product" />
</Association>
</Schema>