Data model

The data model defines a mechanism to express the application's data using the Ballerina record type. Any record type that is a subtype of the EntityType will be an entity in the model.

Within a Ballerina project, the data model should be defined in a separate BAL file under the persist directory. This file is not considered as a part of the Ballerina project and is used only for the data model definition.

The EntityType definition

An EntityType is defined using the SimpleType and EntityType fields.

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type SimpleType ()|boolean|int|float|decimal|string|byte[]|time:Date|time:TimeOfDay|time:Utc|time:Civil;
type EntityType record {|
   SimpleType|EntityType|EntityType[]...;
|};

Simple type:

From the data source perspective, a field of SimpleType contains only one value (i.e., each SimpleType field maps to a field of data).

Note: This does not support the union type of SimpleType( i.e., int|string is not supported).

Entity type

An entity can contain fields of the SimpleType, EntityType, or EntityType[]. This design uses fields of type EntityType or EntityType[] to define associations between two entities.

Below are some examples of subtypes of the entity type:

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// Valid.
type Employee record {|
   int id; // SimpleType
   string fname; // SimpleType
   string lname; // SimpleType
   Department department; // EntityType
|};


// This is valid.
type Department record {|
   int id;
   string name;
   byte[] logo;
   Employee[] employees; // EntityType
|};


// Invalid
type Employee record {|
   int|string id; 
   string fname;
   string lname;
   Department department; // EntityType
|};

Simple types are mapped to native data source types. Depending on the data store, the mapping may vary. Refer to the Supported data stores to learn more about the mapping.

Entity attributes definition

Ballerina record fields are used to model the attributes of an entity. The type of the field should be a subtype of SimpleType.

Identity field(s)

The entity must contain at least one identity field. This field's value is used to identify each record uniquely. The identity field(s) is indicated by the readonly flag.

Say type T is one of int, string, float, boolean or decimal types,

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type EntityType record {|
    readonly T <fieldName>;
|}

The identity field can be a single field or a combination of multiple fields as follows.

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type EntityType record {|
    readonly T <fieldName1>;
    readonly T <fieldName2>;
|}

Nullable field(s)

Say type T is a subtype of SimpleType, and T does not contain (),

Field definitionSemanticsExamples
TMapped to a non-nullable column in the DBint id;
T? fieldMapped to a nullable column in the DBstring? description;
T field?Not allowed-
T? field?Not allowed-

Relationship definition

Ballerina record fields are used to model a connection between two entities. The type of the field should be a subtype of EntityType|EntityType?|EntityType[].

This design supports the following cardinalities.

  1. One-to-one (1-1)
  2. One-to-many (1-n)

The relation field is mandatory in both entities.

One-to-one (1-1)

A 1-1 relationship is defined by a field of the EntityType in one entity and EntityType? in the other. For example, consider the Car and User entities. Assume that a car can have only one owner and a user can own at most one car.

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type Car record {|
   readonly int id;
   string name;
   User owner;
|};

type User record {|
   readonly int id;
   string name;
   Car? car;
|};

The above entities explain the following.

  • A Car must have a User as the owner.
  • A User may or may not own a Car.

The Ballerina record type generated from the above entities will be as follows.

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type Car record {|
   readonly int id;
   string name;
   int ownerId;
|};

type User record {|
   readonly int id;
   string name;
|};

In the first record (Car), the EntityType field owner is taken as the owner in the 1-1 relationship and will include the foreign key of the second record (User).

The default foreign key field name will be ownerId in the Car table, which refers to the identity field of the User table by default.

One-to-many (1-n)

A 1-n relationship is defined by a field of the EntityType in one entity and EntityType[] in the other. For example, consider the Car and User entities. Assume that a car can have only one owner and a user can own multiple cars.

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type Car record {|
   readonly int id;
   string name;
   User owner;
|};

type User record {|
   readonly int id;
   string name;
   Car[] cars;
|};

The above entities explain the following.

  • A Car must have a User as the owner.
  • A User may own multiple Cars or do not own one (represented with an empty array []).

The Ballerina record type generated from the above entities will be as follows.

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type Car record {|
   readonly int id;
   string name;
   int ownerId;
|};

type User record {|
   readonly int id;
   string name;
|};

The entity that contains the field of the EntityType is taken as the owner in the 1-n relationship and will include the foreign key.

The default foreign key field name will be ownerId in the Car table, which refers to the identity field of the User table by default.

Many-to-many (n-n)

An n-n relationship is defined by two 1-n relationships. The joining entity is used to map the two entities. The joining entity should contain two fields of theEntityType that refer to the two entities in the relationship. For example, consider Car and User entities. Assume that a car can have multiple owners and a user can own multiple cars.

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type Car record {|
   readonly int id;
   string name;
   CarUser[] owners;
|};

type User record {|
   readonly int id;
   string name;
   CarUser[] cars;
|};

type CarUser record {|
   readonly int id; 
   Car car;
   User user;
|};

The above entities explain the following.

  • A Car may have multiple Users as owners.
  • A User may own multiple Cars.

The Ballerina record type generated from the above entities will be as follows.

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type Car record {|
   readonly int id;
   string name;
|};

type User record {|
   readonly int id;
   string name;
|};

type CarUser record {|
   readonly int id; 
   int userId;
   int carId;
|};

The CarUser join entity contains two fields of the EntityTypethat refer to the two entities in the relationship. The foreign key field names will beuserId, and carIdin theCarUsertable, which refer to the identity field of theUserandCar` tables.

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