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