452 lines
14 KiB
Markdown
452 lines
14 KiB
Markdown
# LoopBack Definition Language Guide
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LoopBack Definition Language (LDL) is simple DSL to define data models in
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JavaScript or plain JSON. With LoopBack, we often start with a model definition
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which describes the structure and types of data. The model establishes common
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knowledge of data in LoopBack.
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## Describing a simple model
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Let's start with a simple example in plain JSON.
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{
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"id": "number",
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"firstName": "string",
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"lastName": "string"
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}
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The model simply defines a `user` model that consists of three properties:
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* id - The user id. It's a number.
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* firstName - The first name. It's a string.
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* lastName - The last name. It's a string.
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Each key in the JSON object defines a property in our model which will be cast
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to its associated type. The simplest form of a property definition is
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`propertyName: type`. The key is the name of the property and the value is the
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type of the property. We'll cover more advanced form later in this guide.
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LDL supports a list of built-in types, including the basic types from JSON:
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* String
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* Number
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* Boolean
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* Array
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* Object
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**Note**: The type name is case-insensitive, i.e., either "Number" or "number"
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can be used.
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The same model can also be described in JavaScript code:
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var UserDefinition = {
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id: Number,
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firstName: String,
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lastName: String
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}
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As we can see, the JavaScript version is less verbose as it doesn't require
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quotes for property names. The types are described using JavaScript constructors,
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for example, `Number` for `"Number"`. String literals are also supported.
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Now we have the definition of a model, how do we use it in LoopBack Node.js
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code? It's easy, LoopBack will build a JavaScript constructor (or class) for you.
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## Creating a model constructor
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LDL compiles the model definition into a JavaScript constructor using
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`ModelBuilder.define` APIs. ModelBuilder is the basic factory to create model
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constructors.
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ModelBuilder.define() method takes the following arguments:
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- name: The model name
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- properties: An object of property definitions
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- options: An object of options, optional
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Here is an example,
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var ModelBuilder = require('loopback-datasource-juggler').ModelBuilder;
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// Create an instance of the ModelBuilder
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var modelBuilder = new ModelBuilder();
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// Describe the user model
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var UserDefinition = {
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id: Number,
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firstName: String,
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lastName: String
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}
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// Compile the user model definition into a JavaScript constructor
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var User = modelBuilder.define('User', UserDefinition);
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// Create a new instance of User
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var user = new User({id: 1, firstName: 'John', lastName: 'Smith'});
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console.log(user.id); // 1
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console.log(user.firstName); // 'John'
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console.log(user.lastName); // 'Smith'
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That's it. Now you have a User constructor representing the user model.
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At this point, the constructor only has a set of accessors to model properties.
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No behaviors have been introduced yet.
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## Adding logic to a model
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Models describe the shape of data. To leverage the data, we'll add logic to the
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model for various purposes, such as:
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- Interact with the data store for CRUD
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- Add behavior around a model instance
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- Add service operations using the model as the context
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There are a few ways to add methods to a model constructor:
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### Create the model constructor from a data source
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A LoopBack data source injects methods on the model.
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var DataSource = require('loopback-datasource-juggler').DataSource;
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var ds = new DataSource('memory');
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// Compile the user model definition into a JavaScript constructor
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var User = ds.define('User', UserDefinition);
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// Create a new instance of User
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User.create({id: 1, firstName: 'John', lastName: 'Smith'}, function(err, user) {
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console.log(user); // The newly created user instance
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User.findById(1, function(err, user) {
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console.log(user); // The user instance for id 1
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user.firstName = 'John1'; // Change the property
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user.save(function(err, user) {
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console.log(user); // The modified user instance for id 1
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});
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};
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});
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### Attach the model to a data source
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A plain model constructor created from `ModelBuilder` can be attached a `DataSource`.
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var DataSource = require('loopback-datasource-juggler').DataSource;
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var ds = new DataSource('memory');
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User.attachTo(ds); // The CRUD methods will be mixed into the User constructor
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### Manually add methods to the model constructor
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Static methods can be added by declaring a function as a member of the model
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constructor. Within a class method, other class methods can be called using the
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model as usual.
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// Define a static method
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User.findByLastName = function(lastName, cb) {
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User.find({where: {lastName: lastName}, cb);
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};
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User.findByLastName('Smith', function(err, users) {
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console.log(users); // Print an array of user instances
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});
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Instance methods can be added to the prototype. Within instance methods, the
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model instance itself can be referenced with this keyword.
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// Define a prototype method
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User.prototype.getFullName = function () {
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return this.firstName + ' ' + this.lastName;
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};
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var user = new User({id: 1, firstName: 'John', lastName: 'Smith'});
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console.log(user.getFullName()); // 'John Smith'
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## Exploring advanced LDL features
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As we mentioned before, a complete model definition is an object with three
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properties:
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- name: The model name
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- options: An object of options, optional
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- properties: An object of property definitions
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### Model level options
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There are a set of options to control the model definition.
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- strict:
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- true: Only properties defined in the model are accepted. Use this
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mode if you want to make sure only predefined properties are accepted.
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- false: The model will be an open model. All properties are accepted,
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including the ones that not predefined with the model. This mode is useful
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if the mobile application just wants to store free form JSON data to
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a schema-less database such as MongoDB.
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- undefined: Default to false unless the data source is backed by a
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relational database such as Oracle or MySQL.
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- idInjection:
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- true: An `id` property will be added to the model automatically
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- false: No `id` property will be added to the model
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- Data source specific mappings
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The model can be decorated with connector-specific options to customize the
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mapping between the model and the connector. For example, we can define the
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corresponding schema/table names for Oracle as follows:
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{
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"name": "Location",
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"options": {
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"idInjection": false,
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"oracle": {
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"schema": "BLACKPOOL",
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"table": "LOCATION"
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}
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},
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...
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}
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### Property definitions
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A model consists of a list of properties. The basic example use
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`propertyName: type` to describe a property.
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Properties can have options in addition to the type. LDL uses a JSON object to
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describe such properties, for example:
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"id": {"type": "number", "id": true, "doc": "User ID"}
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"firstName": {"type": "string", "required": true, "oracle": {"column": "FIRST_NAME", "type": "VARCHAR(32)"}}
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**Note** `"id": "number"` is a short form of `"id": {"type": "number"}`.
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#### Data types
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LDL supports the following data types.
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- String/Text
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- Number
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- Date
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- Boolean
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- Buffer/Binary
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- Array
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- Any/Object/JSON
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- GeoPoint
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##### Array types
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LDL supports array types as follows:
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- `{emails: [String]}`
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- `{"emails": ["String"]}`
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- `{emails: [{type: String, length: 64}]}`
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##### Object types
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A model often has properties that consist of other properties. For example, the
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user model can have an `address` property
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that in turn has properties such as `street`, `city`, `state`, and `zipCode`.
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LDL allows inline declaration of such properties, for example,
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var UserModel = {
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firstName: String,
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lastName: String,
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address: {
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street: String,
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city: String,
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state: String,
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zipCode: String
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},
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...
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}
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The value of the address is the definition of the `address` type, which can be
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also considered as an anonymous model.
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If you intend to reuse the address model, we can define it independently and
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reference it in the user model. For example,
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var AddressModel = {
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street: String,
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city: String,
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state: String,
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zipCode: String
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};
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var Address = ds.define('Address', AddressModel);
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var UserModel = {
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firstName: String,
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lastName: String,
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address: 'Address', // or address: Address
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...
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}
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var User = ds.define('User', UserModel);
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**Note**: The user model has to reference the Address constructor or the model
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name - `'Address'`.
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#### ID(s) for a model
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A model representing data to be persisted in a database usually has one or more
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properties as an id to uniquely identify the model instance. For example, the
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`user` model can have user ids.
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By default, if no id properties are defined and the `idInjection` of the model
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options is false, LDL will automatically add an id property to the model as follows:
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id: {type: Number, generated: true, id: true}
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To explicitly specify a property as `id`, LDL provides an `id` property for the
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option. The value can be true, false, or a number.
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- true: It's an id
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- false or any falsey values: It's not an id (default)
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- a positive number, such as 1 or 2: It's the index of the composite id
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LDL supports the definition of a composite id that has more than one properties.
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For example,
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var InventoryDefinition =
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{
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productId: {type: String, id: 1},
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locationId: {type: String, id: 2},
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qty: Number
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}
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The composite id is (productId, locationId) for an inventory model.
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**Note: Composite ids are NOT supported as query parameters in REST APIs yet.**
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#### Property documentation
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* doc: Documentation of the property
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#### Constraints
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Constraints are modeled as options too, for example:
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* default: The default value of the property
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* required: Indicate if the property is required
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* pattern: A regular expression pattern that a string should match
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* min/max: The minimal and maximal value
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* length: The maximal length of a string
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#### Conversion and formatting
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Format conversions can also be declared as options, for example:
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* trim: Trim the string
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* lowercase: Convert the string to be lowercase
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* uppercase: Convert the string to be uppercase
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* format: Format a Date
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#### Mapping
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Data source specific mappings can be added to the property options, for example,
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to map a property to be a column in Oracle database table, you can use the
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following syntax:
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"oracle": {"column": "FIRST_NAME", "type": "VARCHAR", "length": 32}
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### Relations between models
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#### hasMany
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A `hasMany` relation builds a one-to-many connection with another model. You'll
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often find this relation on the "other side" of a `belongsTo` relation. This
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relation indicates that each instance of the model has zero or more instances
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of another model. For example, in an application containing users and posts, a
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user has zero or more posts. For example,
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// setup relationships
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User.hasMany(Post, {as: 'posts', foreignKey: 'userId'});
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// creates instance methods:
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// user.posts(conds)
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// user.posts.build(data) // like new Post({userId: user.id});
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// user.posts.create(data) // build and save
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Define all necessary stuff for `one to many` relation:
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- foreign key in `many` model
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- named scope in `one` model
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Example:
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var Book = db.define('Book');
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var Chapter = db.define('Chapters');
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// Style 1
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Book.hasMany(Chapter, {as: 'chapters'});
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// Style 2
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Book.hasMany('chapters', {model: Chapter, foreignKey: 'chapter_id'});
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Scope methods created on the base model by hasMany allows to build, create and
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query instances of other class. For example,
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Book.create(function(err, book) {
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// using 'chapters' scope for build:
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var c = book.chapters.build({name: 'Chapter 1'});
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// same as:
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c = new Chapter({name: 'Chapter 1', bookId: book.id});
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// using 'chapters' scope for create:
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book.chapters.create();
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// same as:
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Chapter.create({bookId: book.id});
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// using scope for querying:
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book.chapters(function() {/* all chapters with bookId = book.id */ });
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book.chapters({where: {name: 'test'}, function(err, chapters) {
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// all chapters with bookId = book.id and name = 'test'
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});
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#### belongsTo
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A `belongsTo` relation sets up a one-to-one connection with another model, such
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that each instance of the declaring model "belongs to" one instance of the other
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model. For example, if your application includes users and posts, and each post
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can be written by exactly one user.
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Post.belongsTo(User, {as: 'author', foreignKey: 'userId'});
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The code above basically says Post has a reference called `author` to User using
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the `userId` property of Post as the foreign key. Now we can access the author
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in one of the following styles:
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post.author(callback); // Get the User object for the post author asynchronously
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post.author(); // Get the User object for the post author synchronously
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post.author(user) // Set the author to be the given user
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#### hasAndBelongsToMany
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A `hasAndBelongsToMany` relation creates a direct many-to-many connection with
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another model, with no intervening model. For example, if your application
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includes users and groups, with each group having many users and each user
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appearing in many groups, you could declare the models this way,
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User.hasAndBelongsToMany('groups', {model: Group, foreignKey: 'groupId'});
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user.groups(callback); // get groups of the user
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user.groups.create(data, callback); // create a new group and connect it with the user
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user.groups.add(group, callback); // connect an existing group with the user
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user.groups.remove(group, callback); // remove the user from the group
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### Extend from a base model
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LDL allows a new model to extend from an existing model. For example, Customer
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can extend from User as follows. The Customer model will inherit properties and
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methods from the User model.
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var Customer = User.extend('customer', {
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accountId: String,
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vip: Boolean
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});
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### Mix in model definitions
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Some models share the common set of properties and logic around. LDL allows a
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model to mix in one or more other models. For example,
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var TimeStamp = modelBuilder.define('TimeStamp', {created: Date, modified: Date});
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var Group = modelBuilder.define('Group', {groups: [String]});
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User.mixin(Group, TimeStamp);
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