Google Cloud Datastore connector for the LoopBack framework.
- NodeJS (version >= 10).
Henrique Carvalho da Cruz (henriquecarv) - Original Datastore Connector
The original connector was an awesome starting point, but this is why I decided to create a new connector.
- I'm not sure if it's because of LoopBack 4 doing things differently to LoopBack 2 or 3, which is when this plugin was written, but there were errors that weren't being handled properly and made the connector hard to use within the confines of LoopBack 4.
- There were very inefficient calls made, such as fetching the entire list of items before updating them when the Datastore node api allows you to pass keys and data to handle the operation in a single network call and operation.
- Add usage of datastore emulator to run integration tests using Docker Compose instead of connecting to a real Datastore setup using a service account. Will reduce costs significantly and increase repeatability.
- The methods didn't have much documentation to explain what was going on.
- The library wasn't typed so it was difficult to not very easy to navigate the source and understand what was going on.
- After reading the documentation for LoopBack framework repositories and original connector I still found it very difficult to connect because the setup process was not aligned with the framework version.
- Add automated integration testing, versioning, and publishing to npm using Github Actions.
LoopBack v4 is an incredibly powerful framework that utilizes best practice and proven patterns in enterprise and large scale projects through-and-through. If you're familiar with the Java Spring Framework then you should feel right at home. LoopBack has more constructs to wire up before getting started, but the patterns are similar. If you want to know how to get started with Loopback check this.
Install the package:
npm install --save @gavelapis/loopback-connector-google-cloud-datastore
# or
yarn add @gavelapis/loopback-connector-google-cloud-datastoreTo add a new data source, use the data source generator:
lb4 datasourceThen the data source generator will prompt some questions like
- Enter the data-source name: GoogleCloudDatastore _(Choose your prefered name)_
- Select the connector for GoogleCloudDatastore: other
- Enter the connector's module name @gavelapis/loopback-connector-google-cloud-datastore
- Install loopback-connector-google-cloud-datastore (Y/n) yIf you don't already have a JSON key for your service account, go to Service Accounts in the Google Cloud Platform Console and generate a new private key and save the JSON file.
It should look something like this:
{
"type": "service_account",
"project_id": "",
"private_key_id": "",
"private_key": "",
"client_email": "",
"client_id": "",
"auth_uri": "",
"token_uri": "",
"auth_provider_x509_cert_url": "",
"client_x509_cert_url": ""
}To test it out on your local machine, copy the absolute path to the JSON file, so you can use it in your datasource configuration.
src/datasources/google-cloud-datastore.datasource.ts (or whatever your chosen name was during the generationnprocess)
import { inject, lifeCycleObserver, LifeCycleObserver } from '@loopback/core'
import { juggler } from '@loopback/repository'
const config = {
name: 'GoogleCloudDatastore',
connector: '@gavelapis/loopback-connector-google-cloud-datastore',
projectId: '<GCP_PROJECT_ID>',
keyFilename: '<ABSOLUTE_PATH_TO_JSON_KEY>',
}
// Observe application's life cycle to disconnect the datasource when
// application is stopped. This allows the application to be shut down
// gracefully. The `stop()` method is inherited from `juggler.DataSource`.
// Learn more at https://loopback.io/doc/en/lb4/Life-cycle.html
@lifeCycleObserver('datasource')
export class GoogleCloudDatastoreDataSource extends juggler.DataSource
implements LifeCycleObserver {
static dataSourceName = 'GoogleCloudDatastore'
static readonly defaultConfig = config
constructor(
@inject('datasources.config.GoogleCloudDatastore', { optional: true })
dsConfig: object = config,
) {
super(dsConfig)
}
}Because LoopBack v4 uses configuration directly from TypeScript and not JSON files like it did in LoopBack v3, it is much easier to provide dynamic configuration using environment variables. The best way to store secrets is outside the scope of this project, but please don't commit it 😱
Once you have set up the connection to a datasource. You will need a repository and a model (if you don't already have one) to start querying the datasource.
If you already have a model, skip to the repositories section.
To create a model, use the LoopBack cli command:
lb4 model
? Model class name: User
? Please select the model base class: // select Entity (A persisted model with an ID)
? Allow additional (free-form) properties? Yes
Model User will be created in src/models/user.model.ts
Let's add a property to User
Enter an empty property name when done
? Enter the property name: // can leave empty and hit enter for nowTo generate a new repository, just run the cli command:
lb4 repositoryHit enter to choose the GoogleCloudDatastoreDatasource datasource. This will match the class name of the datasource
you created in the previous CLI step.
Then use the up or down arrows to navigate the existing models and press space to choose the model you would like to associate with this repository.
Hit enter and enter again to choose the model and the DefaultCrudRepository.
You should find something like this in your src/repositories directory substituted for the model you chose.
import { DefaultCrudRepository } from '@loopback/repository'
import { GoogleCloudDatastoreDataSource } from '../datasources'
import { inject } from '@loopback/core'
import { User } from '../models'
export class UserRepository extends DefaultCrudRepository<User, typeof User.prototype.id> {
constructor(
@inject('datasources.GoogleCloudDatastore') dataSource: GoogleCloudDatastoreDataSource,
) {
super(User, dataSource)
}The final step is to inject it into a service so you can use the repository to query your datasource.
import { bind, BindingScope } from '@loopback/core'
import { repository } from '@loopback/repository'
import { User } from '../models'
import { UserRepository } from '../repositories'
@bind({ scope: BindingScope.TRANSIENT })
export class UserService {
constructor(@repository(UserRepository) private userRepository: UserRepository) {}
/**
* Create new User.
*
* @param {string} email - email to send user information.
* @param {string} password - plain text password that will be hashed before being stored in db.
*/
createUser(email: string, password: string) {
const newUser = new User({
id: '5679095853613056',
email: '[email protected]',
password: '<SOME_HASHED_VALUE>',
})
// const filter = {
// where: {
// and: [{ email: '[email protected]' }, { postcode: '12345' }],
// },
// }
this.userRepository
.create(newUser)
// .findOne({
// where: {
// email: '[email protected]',
// },
// })
// .then(() => {
// this.userRepository.findOne({
// where: {
// email: '[email protected]',
// },
// })
// })
// .findById('5072058866204672')
// .find(filter)
// .exists('5143677177430016')
// .destroyById('5143677177430016')
// .deleteAll()
// .update(newUser)
.then((result) => console.log('result:', result))
.catch((error) => console.error('error:', error))
}
}Thanks to the awesome action created by
pascalgn, when someone changes the version in package.json to 1.2.3 and pushes a
commit with the message Release 1.2.3, the npm-publish action will create a new tag v1.2.3 and publish the
package to the npm registry.
Here are some helpful tools to work with Google Cloud Datastore locally.
- Gavel APIs | Docker Datastore Emulator. This is an updated fork of the original repository because that was no longer maintained, and the version had gone stale by over 100 versions.
- Gavel APIs | Google Cloud Datastore GUI. This is a fork of the original with no modifications (yet). There are some annoyances such as not being able to easily select multiple entities to delete at once, which I will be looking to address down the line.
Copyrighted (c) 2020 Clement Oh Licensed under the MIT license.