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# LoopBack DataSource and Connector Guide
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## Overview
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LoopBack is centered around models, which represent data and behaviors. The
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concept of `DataSource` is introduced to encapsulate business logic to exchange
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data between models and various data sources. Data sources are typically
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databases that provide create, retrieve, update, and delete (CRUD) functions.
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LoopBack also generalize other backend services, such as REST APIs, SOAP Web
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Services, and Storage Services, as data sources.
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Data sources are backed by connectors which implement the data exchange logic
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using database drivers or other client APIs. In general, connectors are not used
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directly by application code. The `DataSource` class provides APIs to configure
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the underlying connector and exposes functions via `DataSource` or model classes.
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![model-datasource-connector](datasource-connector.png "LoopBack Model, DataSource, and Connector")
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The diagram above illustrates the relationship between LoopBack `Model`,
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`DataSource`, and `Connector`.
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1. Define the Model using [LoopBack Definition Language (LDL)](definition-language.md).
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Now we have a model definition in plain JSON or JavaScript object.
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2. Create an instance of ModelBuilder or DataSource. Please note that
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DataSource extends from ModelBuilder. ModelBuilder is responsible for compiling
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model definitions to JavaScript constructors representing model classes.
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DataSource inherits that function from ModelBuilder. In addition, DataSource
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adds behaviors to model classes by mixing in methods from the DataAccessObject
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into the model class.
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3. Use ModelBuilder or DataSource to build a JavaScript constructor (i.e,
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the model class) from the model definition. Model classes built from ModelBuilder
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can be later attached to a DataSource to receive the mixin of data access
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functions.
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4. As part of step 2, DataSource initializes the underlying Connector with
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a settings object which provides configurations to the connector instance.
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Connector collaborates with DataSource to define the functions as
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DataAccessObject to be mixed into the model class. The DataAccessObject
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consists of a list of static and prototype methods. It can be CRUD operations
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or other specific functions depending on the connector's capabilities.
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## LoopBack DataSource
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DataSource is the unified interface for LoopBack applications to integrate with
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backend systems. It's a factory for data access logic around model classes. With
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the ability to plug in various connectors, DataSource provides the necessary
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abstraction to interact with databases or services to decouple the business
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logic from plumbing technologies.
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### Creating a DataSource
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The `DataSource` constructor is available from `loopback-datasource-juggler` module:
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var DataSource = require('loopback-datasource-juggler').DataSource;
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`DataSource` constructor accepts two arguments:
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- connector: The name or instance of the connector module
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- settings: An object of properties to configure the connector
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2014-01-20 09:47:23 +00:00
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```
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var dataSource = new DataSource({
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connector: require('loopback-connector-mongodb'),
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host: 'localhost',
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port: 27017,
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database: 'mydb'
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});
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```
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#### connector
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The `connector` argument passed the DataSource constructor can be one of the following:
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* The connector module from `require(connectorName)`
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* The full name of the connector module, such as 'loopback-connector-oracle'
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* The short name of the connector module, such as 'oracle', which will be converted
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to 'loopback-connector-<shortName>'
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* A local module under ./connectors/<connectorName> folder
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```
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var ds1 = new DataSource('memory');
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var ds2 = new DataSource('loopback-connector-mongodb');
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var ds3 = new DataSource(require('loopback-connector-oracle'));
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```
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**Note**: LoopBack provides a built-in connector named as `memory` to use in-memory
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store for CRUD operations.
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#### settings
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The `settings` argument configures the connector. Settings object format and defaults
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depends on specific connector, but common fields are:
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* `host`: Database host
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* `port`: Database port
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* `username`: Username to connect to database
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* `password`: Password to connect to database
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* `database`: Database name
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* `debug`: Turn on verbose mode to debug db queries and lifecycle
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For connector-specific settings refer to connector's readme file.
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## Creating a Model
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`DataSource` extends from `ModelBuilder`, which is a factory for plain model
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classes that only have properties. `DataSource` connected with specific databases
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or other backend systems using `Connector`.
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var DataSource = require('loopback-datasource-juggler').DataSource;
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var ds = new DataSource('memory');
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var User = ds.define('User', {
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name: String,
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bio: String,
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approved: Boolean,
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joinedAt: Date,
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age: Number
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});
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All model classes within single data source shares same connector type and one
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database connection or connection pool. But it's possible to use more than one
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data source to connect with different databases.
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Alternatively, a plain model constructor created from `ModelBuilder` can be
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attached a `DataSource`.
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var ModelBuilder = require('loopback-datasource-juggler').ModelBuilder;
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var builder = new ModelBuilder();
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var User = builder.define('User', {
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name: String,
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bio: String,
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approved: Boolean,
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joinedAt: Date,
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age: Number
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});
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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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2013-08-23 18:46:56 +00:00
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## More DataSource Features
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In addition to data access functions mixed into the model class, `DataSource`
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also provides APIs to interact with the underlying backend system.
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### Discovering model definitions from the data source
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Some connectors provide discovery capability so that we can use DataSource to
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discover model definitions from existing database schema.
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The following APIs allow UI or code to discover database schema definitions that
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can be used to build LoopBack models.
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// List database tables and/or views
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ds.discoverModelDefinitions({views: true, limit: 20}, cb);
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// List database columns for a given table/view
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ds.discoverModelProperties('PRODUCT', cb);
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ds.discoverModelProperties('INVENTORY_VIEW', {owner: 'STRONGLOOP'}, cb);
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// List primary keys for a given table
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ds.discoverPrimaryKeys('INVENTORY', cb);
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// List foreign keys for a given table
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ds.discoverForeignKeys('INVENTORY', cb);
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// List foreign keys that reference the primary key of the given table
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ds.discoverExportedForeignKeys('PRODUCT', cb);
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// Create a model definition by discovering the given table
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ds.discoverSchema(table, {owner: 'STRONGLOOP'}, cb);
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You can also discover and build model classes in one shot:
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// Start with INVENTORY table and follow the primary/foreign relationships to discover associated tables
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ds.discoverAndBuildModels('INVENTORY', {visited: {}, relations: true}, function (err, models) {
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// Now we have an object of models keyed by the model name
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// Find the 1st record for Inventory
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models.Inventory.findOne({}, function (err, inv) {
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if(err) {
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console.error(err);
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return;
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}
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console.log("\nInventory: ", inv);
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// Follow the product relation to get information about the product
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inv.product(function (err, prod) {
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console.log("\nProduct: ", prod);
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console.log("\n ------------- ");
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});
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});
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});
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In addition to the asynchronous APIs, `DataSource` also provides the synchronous
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ones. Please refer to the DataSource API references.
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### Synchronizing model definitions against the data source
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DataSource instance have two methods for updating db structure: `automigrate` and
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`autoupdate` for relational databases.
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The `automigrate` method drop table (if exists) and create it again, `autoupdate`
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method generates ALTER TABLE query. Both method accepts an optional array of
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model names and a callback function to be called when migration/update done. If
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the `models` argument is not present, all models are checked.
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In the following example, we create first version of the CustomerTest model, use
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`automigrate` to create the database table, redefine the model with second
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version, and use `autoupdate` to alter the database table.
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// Create the 1st version of 'CustomerTest'
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ds.createModel(schema_v1.name, schema_v1.properties, schema_v1.options);
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// Create DB table for the model
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ds.automigrate(schema_v1.name, function () {
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// Discover the model properties from DB table
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ds.discoverModelProperties('CUSTOMER_TEST', function (err, props) {
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console.log(props);
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// Redefine the 2nd version of 'CustomerTest'
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ds.createModel(schema_v2.name, schema_v2.properties, schema_v2.options);
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// Alter DB table
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ds.autoupdate(schema_v2.name, function (err, result) {
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ds.discoverModelProperties('CUSTOMER_TEST', function (err, props) {
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console.log(props);
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});
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});
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});
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});
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To check if any db changes required use `isActual` method. It accepts
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and a `callback` argument, which receive boolean value depending on db state:
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- false if db structure outdated
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- true when dataSource and db is in sync
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dataSource.isActual(models, function(err, actual) {
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if (!actual) {
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dataSource.autoupdate(models, function(err, result) {
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...
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});
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}
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});
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2013-08-23 18:46:56 +00:00
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## LoopBack Connector
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Connectors implement the logic to integrate with specific backend systems, such
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as databases or REST services.
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### LoopBack Connector Modules
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| Type | Package Name |
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| --------- |:--------------------------------------------------------------------------------------:|
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| Memory | [Built-in](https://github.com/strongloop/loopback-datasource-juggler) |
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| MongoDB | [loopback-connector-mongodb](https://github.com/strongloop/loopback-connector-mongodb) |
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| Oracle | [loopback-connector-oracle](https://github.com/strongloop/loopback-connector-oracle) |
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| REST | [loopback-connector-rest](https://github.com/strongloop/loopback-connector-rest) |
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| MySQL | [loopback-connector-mysql](https://github.com/strongloop/loopback-connector-mysql) |
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### Interaction between DataSource and Connector
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#### Initializing connector
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The connector module can export an `initialize` function to be called by the
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owning DataSource instance.
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exports.initialize = function (dataSource, postInit) {
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var settings = dataSource.settings || {}; // The settings is passed in from the dataSource
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var connector = new MyConnector(settings); // Construct the connector instance
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dataSource.connector = connector; // Attach connector to dataSource
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connector.dataSource = dataSource; // Hold a reference to dataSource
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...
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};
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The DataSource calls the `initialize` method with itself and an optional `postInit`
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callback function. The connector receives the settings from the `dataSource`
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argument and use it to configure connections to backend systems.
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Please note connector and dataSource set up a reference to each other.
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Upon initialization, the connector might connect to database automatically.
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Once connection established dataSource object emit 'connected' event, and set
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`connected` flag to true, but it is not necessary to wait for 'connected' event
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because all queries cached and executed when dataSource emit 'connected' event.
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To disconnect from database server call `dataSource.disconnect` method. This
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call is forwarded to the connector if the connector have ability to connect/disconnect.
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#### Accessing data/services
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The connector instance can have an optional property named as DataAccessObject
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that provides static and prototype methods to be mixed into the model constructor.
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DataSource has a built-in DataAccessObject to support CRUD operations. The
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connector can choose to use the CRUD DataAccessObject or define its own.
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2013-08-23 18:46:56 +00:00
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2013-08-29 04:41:11 +00:00
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When a method is invoked from the model class or instance, it's delegated to the
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DataAccessObject which is backed by the connector.
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2013-08-23 18:46:56 +00:00
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For example,
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User.create() --> dataSource.connector.create() --> Oracle.prototype.create()
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## Building your own connectors
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2013-08-20 23:40:29 +00:00
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2013-08-29 04:41:11 +00:00
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LoopBack connectors provide access to backend systems including databases, REST
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APIs and other services. Connectors are not used directly by application code.
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We create a DataSource to interact with the connector.
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2013-08-20 23:40:29 +00:00
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For example,
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var DataSource = require('loopback-datasource-juggler').DataSource;
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var oracleConnector = require('loopback-connector-oracle');
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var ds = new DataSource(oracleConnector, {
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2013-08-21 00:05:13 +00:00
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host : 'localhost',
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2013-08-20 23:40:29 +00:00
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database : 'XE',
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2013-08-23 18:46:56 +00:00
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username : 'username',
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password : 'password',
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2013-08-20 23:40:29 +00:00
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debug : true
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});
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2013-08-23 18:46:56 +00:00
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### Implementing a generic connector
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2013-08-20 23:40:29 +00:00
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2013-08-29 04:41:11 +00:00
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A connector module can implement the following methods to interact with the data
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source.
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2013-08-20 23:40:29 +00:00
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exports.initialize = function (dataSource, postInit) {
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var settings = dataSource.settings || {}; // The settings is passed in from the dataSource
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var connector = new MyConnector(settings); // Construct the connector instance
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dataSource.connector = connector; // Attach connector to dataSource
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connector.dataSource = dataSource; // Hold a reference to dataSource
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/**
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* Connector instance can have an optional property named as DataAccessObject that provides
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* static and prototype methods to be mixed into the model constructor. The property can be defined
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* on the prototype.
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*/
|
2019-03-28 20:34:35 +00:00
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connector.DataAccessObject = function() {};
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2013-08-20 23:40:29 +00:00
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/**
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* Connector instance can have an optional function to be called to handle data model definitions.
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* The function can be defined on the prototype too.
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* @param model The name of the model
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* @param properties An object for property definitions keyed by propery names
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* @param settings An object for the model settings
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*/
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connector.define = function(model, properties, settings) {
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...
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};
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connector.connect(..., postInit); // Run some async code for initialization
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// process.nextTick(postInit);
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}
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Another way is to directly export the connection function which takes a settings object.
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module.exports = function(settings) {
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...
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}
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2013-08-23 18:46:56 +00:00
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### Implementing a CRUD connector
|
2013-08-20 23:40:29 +00:00
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|
2013-08-29 04:41:11 +00:00
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To support CRUD operations for a model class that is attached to the
|
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dataSource/connector, the connector needs to provide the following functions:
|
2013-08-20 23:40:29 +00:00
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/**
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|
* Create a new model instance
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*/
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CRUDConnector.prototype.create = function (model, data, callback) {
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};
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/**
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|
* Save a model instance
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|
*/
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|
CRUDConnector.prototype.save = function (model, data, callback) {
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};
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/**
|
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|
* Check if a model instance exists by id
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|
*/
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|
CRUDConnector.prototype.exists = function (model, id, callback) {
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|
};
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/**
|
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|
|
* Find a model instance by id
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|
|
*/
|
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|
|
CRUDConnector.prototype.find = function find(model, id, callback) {
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|
};
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|
/**
|
|
|
|
* Update a model instance or create a new model instance if it doesn't exist
|
|
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|
*/
|
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|
CRUDConnector.prototype.updateOrCreate = function updateOrCreate(model, data, callback) {
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|
};
|
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|
|
/**
|
|
|
|
* Delete a model instance by id
|
|
|
|
*/
|
|
|
|
CRUDConnector.prototype.destroy = function destroy(model, id, callback) {
|
|
|
|
};
|
|
|
|
|
|
|
|
/**
|
|
|
|
* Query model instances by the filter
|
|
|
|
*/
|
|
|
|
CRUDConnector.prototype.all = function all(model, filter, callback) {
|
|
|
|
};
|
|
|
|
|
|
|
|
/**
|
|
|
|
* Delete all model instances
|
|
|
|
*/
|
|
|
|
CRUDConnector.prototype.destroyAll = function destroyAll(model, callback) {
|
|
|
|
};
|
|
|
|
|
|
|
|
/**
|
|
|
|
* Count the model instances by the where criteria
|
|
|
|
*/
|
|
|
|
CRUDConnector.prototype.count = function count(model, callback, where) {
|
|
|
|
};
|
|
|
|
|
|
|
|
/**
|
|
|
|
* Update the attributes for a model instance by id
|
|
|
|
*/
|
|
|
|
CRUDConnector.prototype.updateAttributes = function updateAttrs(model, id, data, callback) {
|
|
|
|
};
|
|
|
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