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标题：数据库适配器

Moleculer 框架有一组官方 DB 适配器。 可以使用它们在数据库中保存您的数据。

Database per service

Moleculer遵循* 一个数据库就是一个服务 的模式。 要了解更多关于这种设计模式及其影响的信息，请参考 这篇文章。 至于 *每个服务对应多个实体/表格 的方式请参考 常见问题.

特性概览

  • 默认 CRUD 操作
  • cached活动
  • 分页支持
  • 插件式 adapter (NeDB is the default memory adapter for testing & prototyping)
  • 官方提供 MongoDB, PostgreSQL, SQLite, MySQL, MSSQL 等适配器。
  • 字段过滤
  • 联合查询
  • ID 编码/解码
  • entity 生命周期事件通知
Try it in your browser!

Edit moleculer-db

基础适配器 NPM version

Moleculer 的默认适配器基于 NeDB。 可以用它来快速设置和测试您的原型。

请仅使用此适配器进行原型输入和测试。 当你准备好用于生产环境时，简单地切换到 Mongo, Mongoose 或 Sequelize 适配器就实现了常见的 Settings, Actions 和 Methods

安装

$ npm install moleculer-db --save

使用

"use strict";

const { ServiceBroker } = require("moleculer");
const DbService = require("moleculer-db");

const broker = new ServiceBroker();

// Create a DB service for `user` entities
broker.createService({
    name: "users",

    // Mixin DB service into (current) 'users' service
    mixins: [DbService],

    settings: {
        fields: ["_id", "username", "name"],
        entityValidator: {
            username: "string"
        }
    },

    afterConnected() {
        // Seed the DB with ˙this.create`
    }
});

broker.start()

// Create a new user
.then(() => broker.call("users.create", {
    username: "john",
    name: "John Doe",
    status: 1
}))

// Get all users
.then(() => broker.call("users.find").then(console.log));

// List users with pagination
.then(() => broker.call("users.list", { page: 2, pageSize: 10 }).then(console.log));

// Get a user
.then(() => broker.call("users.get", { id: 2 }).then(console.log));

// Update a user
.then(() => broker.call("users.update", { id: 2, name: "Jane Doe" }).then(console.log));

// Delete a user
.then(() => broker.call("users.remove", { id: 2 }).then(console.log));

More examples can be found on GitHub

设置

所有数据库适配器共享一组常见的设置：

Property Type 默认设置 说明
idField String required Name of ID field.
fields Array.<String> null Field filtering list. It must be an Array. If the value is null or undefined doesn’t filter the fields of entities.
populates Array null Schema for population. Read more.
pageSize Number required Default page size in list action.
maxPageSize Number required Maximum page size in list action.
maxLimit Number required Maximum value of limit in find action. Default: -1 (no limit)
entityValidator Object, function null Validator schema or a function to validate the incoming entity in create & ‘insert’ actions.

idField does not work with Sequelize adapter as you can freely set your own ID while creating the model.

Customization

As with all mixins, the standard merge algorithm allows you to override the defaults applied by this mixin. For example to disable an action you can set the action to false in your service.

示例

"use strict";
const { ServiceBroker } = require("moleculer");
const DbService = require("moleculer-db");

const broker = new ServiceBroker();

broker.createService({
    name: "db-with-hooks",

    // Load DB actions
    mixins: [DbService],

    actions: {
        // Disable remove action
        remove: false,
        // Make create and insert public instead of published
        create: {
            visibility: "public",
        },
        insert: {
            visibility: "public",
        }

    }
});

Actions

DB adapters also implement CRUD operations. These actions are published methods and can be called by other services.

find Cached action

Find entities by query.

Parameters

Property 类型 默认设置 说明
populate Array.<String> - Populated fields.
fields Array.<String> - Fields filter.
limit Number required Max count of rows.
offset Number required Count of skipped rows.
sort String required Sorted fields.
search String required Search text.
searchFields String required Fields for searching.
query Object required Query object. Passes to adapter.

Results

Type: Array.<Object> - List of found entities.

count Cached action

Get count of entities by query.

Parameters

Property 类型 默认设置 说明
search String required Search text.
searchFields String required Fields list for searching.
query Object required Query object. Passes to adapter.

Results

Type: Number - Count of found entities.

list Cached action

List entities by filters and pagination results.

Parameters

Property Type 默认设置 描述
populate Array.<String> - Populated fields.
fields Array.<String> - Fields filter.
page Number required Page number.
pageSize Number required Size of a page.
sort String required Sorted fields.
search String required Search text.
searchFields String required Fields for searching.
query Object required Query object. Passes to adapter.

Results

Type: Object - List of found entities and count.

create

Create a new entity.

Parameters

Property Type Default Description
- - - -

No input parameters.

Results

Type: Object - Saved entity.

insert

Create many new entities.

Parameters

Property Type 默认设置 描述
entity Object - Entity to save.
entities Array.<Object> - Entities to save.

Results

Type: Object, Array.<Object> - Saved entity(ies).

get Cached action

Get entity by ID.

Parameters
Property Type 默认设置 描述
id any, Array.<any> required ID(s) of entity.
populate Array.<String> - Field list for populate.
fields Array.<String> - Fields filter.
mapping Boolean - Convert the returned Array to Object where the key is the value of id.

Results

Type: Object, Array.<Object> - Found entity(ies).

update

Update an entity by ID.

After update, clear the cache & call lifecycle events.

Parameters

Property Type 默认设置 描述
- - - -

No input parameters.

Results

Type: Object - Updated entity.

remove

Remove an entity by ID.

Parameters

Property Type 默认设置 描述
id any required ID of entity.

Results

Type: Number - Count of removed entities.

Methods

DB adapters also has a set of helper methods.

getById

Get entity(ies) by ID(s).

Parameters

Property Type 默认设置 描述
id String, Number, Array required ID or IDs.
decoding Boolean required Need to decode IDs.

Results

Type: Object, Array.<Object> - Found entity(ies).

clearCache

Clear cached entities

Parameters

Property Type 默认设置 描述
- - - -

No input parameters.

Results

Type: Promise

encodeID

Encode ID of entity.

Parameters

Property Type 默认设置 描述
id any required -

Results

Type: any

decodeID

Decode ID of entity.

Parameters

Property Type 默认设置 描述
id any required -

Results

Type: any

_find Cached action

Find entities by query.

Parameters

Property Type 默认设置 描述
populate Array.<String> - Populated fields.
fields Array.<String> - Fields filter.
limit Number required Max count of rows.
offset Number required Count of skipped rows.
sort String required Sorted fields.
search String required Search text.
searchFields String required Fields for searching.
query Object required Query object. Passes to adapter.

Results

Type: Array.<Object>

List of found entities.

_count Cached action

Get count of entities by query.

Parameters

Property Type 默认设置 描述
search String required Search text.
searchFields String required Fields list for searching.
query Object required Query object. Passes to adapter.

Results

Type: Number

Count of found entities.

_list Cached action

List entities by filters and pagination results.

Parameters

Property Type 默认设置 描述
populate Array.<String> - Populated fields.
fields Array.<String> - Fields filter.
page Number required Page number.
pageSize Number required Size of a page.
sort String required Sorted fields.
search String required Search text.
searchFields String required Fields for searching.
query Object required Query object. Passes to adapter.

Results

Type: Object

List of found entities and count.

_create

Create a new entity.

Parameters

Property Type 默认设置 描述
params Object - Entity to save.

Results

Type: Object

Saved entity.

_insert

Create many new entities.

Parameters

Property Type 默认设置 描述
entity Object - Entity to save.
entities Array.<Object> - Entities to save.

Results

Type: Object, Array.<Object>

Saved entity(ies).

_get Cached action

Get entity by ID.

Parameters

Property Type 默认设置 描述
id any, Array.<any> required ID(s) of entity.
populate Array.<String> - Field list for populate.
fields Array.<String> - Fields filter.
mapping Boolean - Convert the returned Array to Object where the key is the value of id.

Results

Type: Object, Array.<Object>

Found entity(ies).

_update

Update an entity by ID.

After update, clear the cache & call lifecycle events.

Parameters

Property Type 默认设置 描述
params Object - Entity to update.

Results

Type: Object

Updated entity.

_remove

Remove an entity by ID.

Parameters

Property Type 默认设置 描述
id any required ID of entity.

Results

Type: Number

Count of removed entities.

Data Manipulation

You can easily use Action hooks to modify (e.g. add timestamps, hash user’s passwords or remove sensitive info) before or after saving the data in DB. Hooks will only run before or after actions. If you need to run your data manipulations before or after the this._create(), this._update() or this._remove() methods, you can use the Lifecycle events

Example of hooks adding a timestamp and removing sensitive data

"use strict";
const { ServiceBroker } = require("moleculer");
const DbService = require("moleculer-db");

const broker = new ServiceBroker();

broker.createService({
  name: "db-with-hooks",

  // Load DB actions
  mixins: [DbService],

  // Add Hooks to DB actions
  hooks: {
    before: {
      create: [
        function addTimestamp(ctx) {
          // Add timestamp
          ctx.params.createdAt = new Date();
          return ctx;
        }
      ]
    },
    after: {
      get: [
        // Arrow function as a Hook
        (ctx, res) => {
          // Remove sensitive data
          delete res.mail;
          delete res.phoneNumber;

          return res;
        }
      ]
    }
  }
});

const user = {
  name: "John Doe",
  mail: "[email protected]",
  phoneNumber: 123456789
};

broker.start()
  // Insert user into DB
  // Call "create" action. Before hook will be triggered
  .then(() => broker.call("db-with-hooks.create", user))
  // Get user from DB
  // Call "get" action. After hook will be triggered
  .then(entry => broker.call("db-with-hooks.get", { id: entry._id }))
  .then(res => console.log(res))
  .catch(err => console.error(err));

Populating

The service allows you to easily populate fields from other services. For example: If you have an author field in post entity, you can populate it with users service by ID of author. If the field is an Array of IDs, it will populate all entities via only one request

Example of populate schema

broker.createService({
    name: "posts",
    mixins: [DbService],
    settings: {
        populates: {
            // Shorthand populate rule. Resolve the `voters` values with `users.get` action.
            "voters": "users.get",

            // If the ID to populate is deep within the object, you can simply provide a dot-separated path to the ID to populate it.
            "liked.by": "users.get"

            // Define the params of action call. It will receive only with username & full name of author.
            "author": {
                action: "users.get",
                params: {
                    fields: "username fullName"
                }
            },
            // In case the original field shouldn't be overwritten with the populated values.  
            // The reviewer field will be added to the result containing the values 
            // resolved by the "users.get" action based on the reviewerId field.
            "reviewer": {
                field: "reviewerId",
                action: "users.get",
                params: {
                    fields: "username fullName"
                }
            },

            // Custom populator handler function
            "rate"(ids, items, rule, ctx) {
                // items argument is a mutable array containing response items
                // the resolved value from promise do not matter - items array will always be passed as populated response
                // so you should du custom populate by mutating items, if confused check implementaion:
                // https://github.com/moleculerjs/moleculer-db/blob/master/packages/moleculer-db/src/index.js#L636

                return Promise.resolve(...);
            }
        }
    }
});

// List posts with populated authors
broker.call("posts.find", { populate: ["author"]}).then(console.log);
// Deep population
broker.call("posts.find", { populate: ["liked.by"]}).then(console.log);

Recursive population is also supported. For example, if the users service populates a group field:

broker.createService({
    name: "users",
    mixins: [DbService],
    settings: {
        populates: {
            "group": "groups.get"
        }
    }
});

Then you can populate the group of a post author or liker like this:

//Recursive population
broker.call("posts.find", { populate: ["author.group"]}).then(console.log);
//Recursive deep population
broker.call("posts.find", { populate: ["liked.by.group"]}).then(console.log);

The populate parameter is available in find, list and get actions.

Lifecycle entity events

There are 6 lifecycle entity events which are called when entities are manipulated.

broker.createService({
    name: "posts",
    mixins: [DbService],
    settings: {},

    afterConnected() {
        this.logger.info("Connected successfully");
    },

    beforeEntityCreate(json, ctx) {
        this.logger.info("New entity will be created");
        json.createdAt = new Date()
        json.updatedAt = new Date()
        return json; // You must return the modified entity here
    },

    beforeEntityUpdate(json, ctx) {
        this.logger.info("Entity will be updated");
        json.updatedAt = new Date()
        return json;
    },

    beforeEntityRemove(json, ctx) {
        this.logger.info("Entity will be removed");
        return json;
    },

    entityCreated(json, ctx) {
        this.logger.info("New entity created!");
    },

    entityUpdated(json, ctx) {
        // You can also access to Context
        this.logger.info(`Entity updated by '${ctx.meta.user.name}' user!`);
    },

    entityRemoved(json, ctx) {
        this.logger.info("Entity removed", json);
    },    
});

Please note! If you manipulate multiple entities (updateMany, removeMany), the json parameter will be a Number instead of entities!

Extend with custom actions

Naturally you can extend this service with your custom actions.

const DbService = require("moleculer-db");

module.exports = {
    name: "posts",
    mixins: [DbService],

    settings: {
        fields: ["_id", "title", "content", "votes"]
    },

    actions: {
        // Increment `votes` field by post ID
        vote(ctx) {
            return this.adapter.updateById(ctx.params.id, { $inc: { votes: 1 } });
        },

        // List posts of an author
        byAuthors(ctx) {
            return this.find({
                query: {
                    author: ctx.params.authorID
                },
                limit: ctx.params.limit || 10,
                sort: "-createdAt"
            });
        }
    }
}

Mongo Adapter NPM version

This adapter is based on MongoDB.

安装

$ npm install moleculer-db moleculer-db-adapter-mongo --save
Dependencies

To use this adapter you need to install MongoDB on you system.

使用

"use strict";

const { ServiceBroker } = require("moleculer");
const DbService = require("moleculer-db");
const MongoDBAdapter = require("moleculer-db-adapter-mongo");

const broker = new ServiceBroker();

// Create a Mongoose service for `post` entities
broker.createService({
    name: "posts",
    mixins: [DbService],
    adapter: new MongoDBAdapter("mongodb://localhost/moleculer-demo"),
    collection: "posts"
});


broker.start()
// Create a new post
.then(() => broker.call("posts.create", {
    title: "My first post",
    content: "Lorem ipsum...",
    votes: 0
}))

// Get all posts
.then(() => broker.call("posts.find").then(console.log));

Options

Example with connection URI

new MongoDBAdapter("mongodb://localhost/moleculer-db")

Example with connection URI & options

new MongoDBAdapter("mongodb://db-server-hostname/my-db", {
    keepAlive: 1
})

More MongoDB examples can be found on GitHub

Mongoose Adapter NPM version

This adapter is based on Mongoose.

安装

$ npm install moleculer-db moleculer-db-adapter-mongoose mongoose --save
Dependencies

To use this adapter you need to install MongoDB on you system.

使用

"use strict";

const { ServiceBroker } = require("moleculer");
const DbService = require("moleculer-db");
const MongooseAdapter = require("moleculer-db-adapter-mongoose");
const mongoose = require("mongoose");

const broker = new ServiceBroker();

// Create a Mongoose service for `post` entities
broker.createService({
    name: "posts",
    mixins: [DbService],
    adapter: new MongooseAdapter("mongodb://localhost/moleculer-demo"),
    model: mongoose.model("Post", mongoose.Schema({
        title: { type: String },
        content: { type: String },
        votes: { type: Number, default: 0}
    }))
});


broker.start()
// Create a new post
.then(() => broker.call("posts.create", {
    title: "My first post",
    content: "Lorem ipsum...",
    votes: 0
}))

// Get all posts
.then(() => broker.call("posts.find").then(console.log));

Options

Example with connection URI

new MongooseAdapter("mongodb://localhost/moleculer-db")

Example with URI and options

new MongooseAdapter("mongodb://db-server-hostname/my-db", {
    user: process.env.MONGO_USERNAME,
    pass: process.env.MONGO_PASSWORD
    keepAlive: true
})

Connect to multiple DBs

If your services are running on separate nodes and you wish to connect to multiple databases then you can use model in your service definition. On the other hand, if your services are running on a single node and you wish to connect to multiple databases, you should define the schema that will make multiple connections for you.

More Mongoose examples can be found on GitHub

Sequelize Adapter NPM version

SQL adapter (Postgres, MySQL, SQLite & MSSQL) for Moleculer DB service with Sequelize.

安装

$ npm install moleculer-db-adapter-sequelize --save

You have to install additional packages for your database server:

# For SQLite
$ npm install sqlite3 --save

# For MySQL
$ npm install mysql2 --save

# For PostgreSQL
$ npm install pg pg-hstore --save

# For MSSQL
$ npm install tedious --save

使用

"use strict";

const { ServiceBroker } = require("moleculer");
const DbService = require("moleculer-db");
const SqlAdapter = require("moleculer-db-adapter-sequelize");
const Sequelize = require("sequelize");

const broker = new ServiceBroker();

// Create a Sequelize service for `post` entities
broker.createService({
    name: "posts",
    mixins: [DbService],
    adapter: new SqlAdapter("sqlite://:memory:"),
    model: {
        name: "post",
        define: {
            title: Sequelize.STRING,
            content: Sequelize.TEXT,
            votes: Sequelize.INTEGER,
            author: Sequelize.INTEGER,
            status: Sequelize.BOOLEAN
        },
        options: {
            // Options from https://sequelize.org/docs/v6/moved/models-definition/
        }
    },
});


broker.start()
// Create a new post
.then(() => broker.call("posts.create", {
    title: "My first post",
    content: "Lorem ipsum...",
    votes: 0
}))

// Get all posts
.then(() => broker.call("posts.find").then(console.log));

Options

Every constructor arguments are passed to the Sequelize constructor. Read more about Sequelize connection.

Example with connection URI

new SqlAdapter("postgres://user:[email protected]:5432/dbname");

Example with connection options

new SqlAdapter('database', 'username', 'password', {
    host: 'localhost',
    dialect: 'mysql'|'sqlite'|'postgres'|'mssql',

    pool: {
        max: 5,
        min: 0,
        idle: 10000
    },

    noSync: true // If true, the model will not be synced by Sequelize

    // SQLite only
    storage: 'path/to/database.sqlite'
});

More Sequelize examples can be found on GitHub