Node + Express 后台开发 —— 起步
前面陆续学习了一下 node、npm、模块，也稍尝试 Express，感觉得换一个思路加快进行。
比如笔者对前端的开发已较熟悉，如果领导给一个内部小网站的需求，难道说你得给我配置一个后端？
又不是做一个复杂的后端，只是简单的数据存储（增删改查）、上传文件、下载csv或excel，无需考虑性能、稳定性、负载均衡等等，怎么就不能做
目标
实现简单后台的开发和部署
Express 项目生成器
生成项目
可通过应用生成器工具 express-generator 可以快速创建一个应用的骨架
创建项目文件夹 spug-back-end，进入项目后执行 npx express-generator:
Administrator@ /e/spug-back-end
$ npx express-generator
npm WARN exec The following package was not found and will be installed: express-generator@4.16.1
npm WARN deprecated mkdirp@0.5.1: Legacy versions of mkdirp are no longer supported. Please update to mkdirp 1.x. (Note that the API surface has changed to use Promises in 1.x.)
warning: the default view engine will not be jade in future releases
warning: use `--view=jade' or `--help' for additional options
create : public\
create : public\javascripts\
create : public\images\
create : public\stylesheets\
create : public\stylesheets\style.css
create : routes\
create : routes\index.js
create : routes\users.js
create : views\
create : views\error.jade
create : views\index.jade
create : views\layout.jade
create : app.js
create : package.json
create : bin\
create : bin\www
install dependencies:
$ npm install
run the app:
$ DEBUG=spug-back-end:* npm start
生成如下内容：
Administrator@ /e/spug-back-end
$ ll
total 5
-rw-r--r-- 1 Administrator 197121 1075 Apr 14 15:06 app.js
drwxr-xr-x 1 Administrator 197121 0 Apr 14 15:06 bin/
-rw-r--r-- 1 Administrator 197121 301 Apr 14 15:06 package.json
drwxr-xr-x 1 Administrator 197121 0 Apr 14 15:06 public/
drwxr-xr-x 1 Administrator 197121 0 Apr 14 15:06 routes/
drwxr-xr-x 1 Administrator 197121 0 Apr 14 15:06 views/
Tip: 对于较老的 Node 版本（8.2.0 以下），请通过 npm 将 Express 应用程序生成器安装到全局环境中并使用
$ npm install -g express-generator
$ express
根据上文提示安装依赖 npm install：
Administrator@ /e/spug-back-end
$ npm install
npm WARN deprecated constantinople@3.0.2: Please update to at least constantinople 3.1.1
npm WARN deprecated transformers@2.1.0: Deprecated, use jstransformer
npm WARN deprecated jade@1.11.0: Jade has been renamed to pug, please install the latest version of pug instead of jade
added 99 packages, and audited 100 packages in 22s
1 package is looking for funding
run `npm fund` for details
8 vulnerabilities (1 low, 4 high, 3 critical)
To address all issues (including breaking changes), run:
npm audit fix --force
Run `npm audit` for details.
全局安装 nodemon（在Node.js应用程序开发过程中使用的简单监视器脚本），编码过程中无需重启 node 服务即可生效：
PS E:\spug-back-end> npm i -g nodemon
changed 32 packages, and audited 33 packages in 1s
3 packages are looking for funding
run `npm fund` for details
found 0 vulnerabilities
修改启动脚本：
"version": "0.0.0",
"private": true,
"scripts": {
- "start": "node ./bin/www"
+ "start": "nodemon ./bin/www"
通过 npm run start 本地启动服务：
PS E:\spug-back-end> npm run start
> spug-back-end@0.0.0 start
> nodemon ./bin/www
[nodemon] 2.0.22
[nodemon] to restart at any time, enter `rs`
[nodemon] watching path(s): *.*
[nodemon] watching extensions: js,mjs,json
[nodemon] starting `node ./bin/www`
入口文件 /bin/www.js 默认使用的是 3000 端口（var port = normalizePort(process.env.PORT || '3000');）
浏览器访问 http://localhost:3000/，页面显示：
Express
Welcome to Express
项目解读
模板
views 目录中存放的是 jade 模板文件：
Administrator@ /e/spug-back-end/views (master)
$ ls
error.jade index.jade layout.jade
首页对应的模板是 index.jade:
Administrator@ /e/spug-back-end/views (master)
$ cat index.jade
extends layout
block content
h1= title
p Welcome to #{title}
Express 生成器默认使用 jade 模板，对前端不是很友好，笔者通过 npx express-generator --view=ejs 选用 ejs模板（对前端更友好）重新创建。
首页对应模板 index.ejs：
<!DOCTYPE html>
<html>
<head>
<title><%= title %></title>
<link rel='stylesheet' href='/stylesheets/style.css' />
</head>
<body>
<h1><%= title %></h1>
<p>Welcome to <%= title %></p>
</body>
</html>
入口文件
bin/www.js 是应用的入口文件。
核心代码如下：
// 加载 app.js
var app = require('../app');
var http = require('http');
var port = normalizePort(process.env.PORT || '3000');
app.set('port', port);
// 创建 http server
var server = http.createServer(app);
server.listen(port);
完整代码如下：
#!/usr/bin/env node
/**
* Module dependencies.
*/
var app = require('../app');
var debug = require('debug')('spug-back-end:server');
var http = require('http');
/**
* Get port from environment and store in Express.
*/
var port = normalizePort(process.env.PORT || '3000');
app.set('port', port);
/**
* Create HTTP server.
*/
var server = http.createServer(app);
/**
* Listen on provided port, on all network interfaces.
*/
server.listen(port);
server.on('error', onError);
server.on('listening', onListening);
/**
* Normalize a port into a number, string, or false.
*/
function normalizePort(val) {
var port = parseInt(val, 10);
if (isNaN(port)) {
// named pipe
return val;
}
if (port >= 0) {
// port number
return port;
}
return false;
}
/**
* Event listener for HTTP server "error" event.
*/
function onError(error) {
if (error.syscall !== 'listen') {
throw error;
}
var bind = typeof port === 'string'
? 'Pipe ' + port
: 'Port ' + port;
// handle specific listen errors with friendly messages
switch (error.code) {
case 'EACCES':
console.error(bind + ' requires elevated privileges');
process.exit(1);
break;
case 'EADDRINUSE':
console.error(bind + ' is already in use');
process.exit(1);
break;
default:
throw error;
}
}
/**
* Event listener for HTTP server "listening" event.
*/
function onListening() {
var addr = server.address();
var bind = typeof addr === 'string'
? 'pipe ' + addr
: 'port ' + addr.port;
debug('Listening on ' + bind);
}
Tip: 和我们之前创建的最简单的服务器类似
app.js
入口文件中引入 app.js，完整代码如下：
var createError = require('http-errors');
var express = require('express');
var path = require('path');
var cookieParser = require('cookie-parser');
var logger = require('morgan');
var indexRouter = require('./routes/index');
var usersRouter = require('./routes/users');
// Creates an Express application
var app = express();
// view engine setup
// 模板引擎相关代码
app.set('views', path.join(__dirname, 'views'));
app.set('view engine', 'ejs');
app.use(logger('dev'));
// for parsing application/json
app.use(express.json());
// for parsing application/x-www-form-urlencoded
app.use(express.urlencoded({ extended: false }));
app.use(cookieParser());
// 放开静态资源
app.use(express.static(path.join(__dirname, 'public')));
// 定义两个路由。一个返回页面一个返回后端数据
// app.use([path,] callback [, callback...]) - 在指定路径挂载指定的一个或多个中间件函数：当请求路径的基匹配路径时，执行中间件函数。
app.use('/', indexRouter);
app.use('/users', usersRouter);
// catch 404 and forward to error handler
app.use(function(req, res, next) {
next(createError(404));
});
// error handler
app.use(function(err, req, res, next) {
// set locals, only providing error in development
res.locals.message = err.message;
res.locals.error = req.app.get('env') === 'development' ? err : {};
// render the error page
res.status(err.status || 500);
res.render('error');
});
module.exports = app;
和我们之前用 Express 实现的报名系统 非常类似。这里创建了一个 Express 应用，并定义了两个示例路由:
var indexRouter = require('./routes/index');
var usersRouter = require('./routes/users');
// 返回页面
app.use('/', indexRouter);
// 返回后端数据
app.use('/users', usersRouter);
路由
app.js 使用了两个路由。内容如下：
// routes/index.js
var express = require('express');
var router = express.Router();
/* GET home page. */
router.get('/', function(req, res, next) {
res.render('index', { title: 'Express' });
});
module.exports = router;
// routes/users.js
var express = require('express');
var router = express.Router();
/* GET users listing. */
router.get('/', function(req, res, next) {
res.send('respond with a resource');
});
module.exports = router;
浏览器访问 http://localhost:3000/users，页面显示 respond with a resource。
mongodb
数据库通常会安装到 linux 中，这里以 ubuntu 为例，通过 apt-get install mongodb 即可安装，非常方便：
// 笔者刚已执行
root@linux:/home/pjl# apt-get install mongodb
Reading package lists... Done
Building dependency tree
Reading state information... Done
mongodb is already the newest version (1:3.6.9+really3.6.8+90~g8e540c0b6d-0ubuntu5.3).
0 upgraded, 0 newly installed, 0 to remove and 150 not upgraded.
数据库现在已经启动，我们通过mongo -version验证安装成功：
root@linux:/home/pjl# mongo -version
MongoDB shell version v3.6.8
git version: 8e540c0b6db93ce994cc548f000900bdc740f80a
OpenSSL version: OpenSSL 1.1.1f 31 Mar 2020
allocator: tcmalloc
modules: none
build environment:
distarch: x86_64
target_arch: x86_64
mongodb 配置文件是 /etc/mongodb.conf。请注意下面两项配置：
// 远程连接
#bind_ip = 127.0.0.1
bind_ip = 0.0.0.0
// 开机自启动
#auth = true
auth = true
MongoDB shell
输入 mongo 即可进入 MongoDB shell（操作mongo）：
root@linux:/home/pjl# mongo
MongoDB shell version v3.6.8
connecting to: mongodb://127.0.0.1:27017
Implicit session: session { "id" : UUID("aedc6541-4a67-4e60-8eb4-d1325c82d061") }
MongoDB server version: 3.6.8
Welcome to the MongoDB shell.
For interactive help, type "help".
For more comprehensive documentation, see
http://docs.mongodb.org/
Questions? Try the support group
http://groups.google.com/group/mongodb-user
Server has startup warnings:
2023-04-15T14:34:32.327+0800 I STORAGE [initandlisten]
2023-04-15T14:34:32.327+0800 I STORAGE [initandlisten] ** WARNING: Using the XFS filesystem is strongly recommended with the WiredTiger storage engine
2023-04-15T14:34:32.327+0800 I STORAGE [initandlisten] ** See http://dochub.mongodb.org/core/prodnotes-filesystem
2023-04-15T14:34:34.861+0800 I CONTROL [initandlisten]
2023-04-15T14:34:34.861+0800 I CONTROL [initandlisten] ** WARNING: Access control is not enabled for the database.
2023-04-15T14:34:34.861+0800 I CONTROL [initandlisten] ** Read and write access to data and configuration is unrestricted.
2023-04-15T14:34:34.861+0800 I CONTROL [initandlisten]
> help
db.help() help on db methods
db.mycoll.help() help on collection methods
sh.help() sharding helpers
rs.help() replica set helpers
help admin administrative help
help connect connecting to a db help
help keys key shortcuts
help misc misc things to know
help mr mapreduce
show dbs show database names
show collections show collections in current database
show users show users in current database
show profile show most recent system.profile entries with time >= 1ms
show logs show the accessible logger names
show log [name] prints out the last segment of log in memory, 'global' is default
use <db_name> set current database
db.foo.find() list objects in collection foo
db.foo.find( { a : 1 } ) list objects in foo where a == 1
it result of the last line evaluated; use to further iterate
DBQuery.shellBatchSize = x set default number of items to display on shell
exit quit the mongo shell
> show dbs
admin 0.000GB
config 0.000GB
local 0.000GB
通过 help 可以查看帮助，通过show dbs 发现现在有三个数据库。
新建数据库
通过 use 可以创建或切换数据库。比如：
// use - 创建数据库 pjl_db。如果存在则直接切换
> use pjl_db
switched to db pjl_db
// db - 目前操作的是 pjl_db 数据库
> db
pjl_db
由于新建的数据库 pjl_db 什么都没有，所以通过 show dbs 显示不出来，可通过 createCollection 创建表，再次查询即可显示该数据库。比如
// 新建数据库未能展示
> show dbs
admin 0.000GB
config 0.000GB
local 0.000GB
// 通过 tab 建有提示
> db.create
db.createCollection( db.createRole( db.createUser( db.createView(
// 创建表 users。这里叫集合
> db.createCollection("users")
{ "ok" : 1 }
// 再次查询则可显示新建数据库 pjl_db
> show dbs
admin 0.000GB
config 0.000GB
local 0.000GB
pjl_db 0.000GB
Tip：db.createCollection("pjl_db", {size: 1024*1024, capped: true, max: 1000}) - 创建 pjl_db 数据库，同时这个数据库最多 1M，记录数只能有1000条，在多一条则把第一条给替代。db.createCollection("users") 则不作限制。
删除数据库
通过 db.dropDatabase() 即可删除数据库。比如：
> db.dropDatabase()
{ "dropped" : "pjl_db", "ok" : 1 }
> show dbs
admin 0.000GB
config 0.000GB
local 0.000GB
新增、查看和删除表
通过 db.createCollection("users") 新建 users 表。比如：
// 创建表 users。这里叫集合
> db.createCollection("users")
{ "ok" : 1 }
// 再次查询则可显示新建数据库 pjl_db
> show dbs
admin 0.000GB
config 0.000GB
local 0.000GB
pjl_db 0.000GB
- db.getCollectionNames - 查看有哪些表
- db.tableName.drop - 删除某张表
示例：
// 新建两张表: table-b、table-c
> db.createCollection("table-b")
{ "ok" : 1 }
> db.createCollection("table-c")
{ "ok" : 1 }
// tab 提示
> db.getCollection
db.getCollection( db.getCollectionInfos( db.getCollectionNames(
// 有哪些表
> db.getCollectionNames()
[ "table-b", "table-c", "users" ]
// 删除table-b表失败
> db.table-b.drop()
2023-04-15T15:17:10.232+0800 E QUERY [thread1] ReferenceError: b is not defined :
@(shell):1:1
// 删除table-b表成功
> db["table-b"].drop()
true
> db.getCollectionNames()
[ "table-c", "users" ]
表格-新增数据
通过 db.users.save 可以向 users 表中单条、批量插入数据。甚至字段名不同，字段数量不同也能插入。请看示例：
// 给 users 表插入一条数据 {"name": 'pjl', age: 18}
> db.users.save({"name": 'pjl', age: 18})
WriteResult({ "nInserted" : 1 })
// 查询users表
> db.users.find()
{ "_id" : ObjectId("643a513d73f16a13ae248f42"), "name" : "pjl", "age" : 18 }
// 批量插入数据
> db.users.save([{"name": 'pjl2', age: 19}, {"name": 'pjl3', age: 20}])
BulkWriteResult({
"writeErrors" : [ ],
"writeConcernErrors" : [ ],
"nInserted" : 2,
"nUpserted" : 0,
"nMatched" : 0,
"nModified" : 0,
"nRemoved" : 0,
"upserted" : [ ]
})
// 批量插入成功
> db.users.find()
{ "_id" : ObjectId("643a513d73f16a13ae248f42"), "name" : "pjl", "age" : 18 }
{ "_id" : ObjectId("643a51db73f16a13ae248f44"), "name" : "pjl2", "age" : 19 }
{ "_id" : ObjectId("643a51db73f16a13ae248f45"), "name" : "pjl3", "age" : 20 }
// 换字段名和字段长度，也能插入成功
> db.users.save({"name2": 'pjl', age2: 18, tel: 131111111})
WriteResult({ "nInserted" : 1 })
> db.users.find()
{ "_id" : ObjectId("643a513d73f16a13ae248f42"), "name" : "pjl", "age" : 18 }
{ "_id" : ObjectId("643a51db73f16a13ae248f44"), "name" : "pjl2", "age" : 19 }
{ "_id" : ObjectId("643a51db73f16a13ae248f45"), "name" : "pjl3", "age" : 20 }
{ "_id" : ObjectId("643a529a73f16a13ae248f46"), "name2" : "pjl", "age2" : 18, "tel" : 131111111 }
Tip：向 mongo 表中插入数据非常自由，什么字段、什么类型都可以。
表格-删除数据
通过 db.users.remove({age2:18}) 可以删除 age2=18 的数据，通过 db.users.remove({}) 删除 users 表中所有数据。请看示例：
// 目前有4条数据
> db.users.find()
{ "_id" : ObjectId("643a513d73f16a13ae248f42"), "name" : "pjl", "age" : 18 }
{ "_id" : ObjectId("643a51db73f16a13ae248f44"), "name" : "pjl2", "age" : 19 }
{ "_id" : ObjectId("643a51db73f16a13ae248f45"), "name" : "pjl3", "age" : 20 }
{ "_id" : ObjectId("643a529a73f16a13ae248f46"), "name2" : "pjl", "age2" : 18, "tel" : 131111111 }
// 可以删除 age2=18 的数据
> db.users.remove({age2:18})
WriteResult({ "nRemoved" : 1 })
> db.users.find()
{ "_id" : ObjectId("643a513d73f16a13ae248f42"), "name" : "pjl", "age" : 18 }
{ "_id" : ObjectId("643a51db73f16a13ae248f44"), "name" : "pjl2", "age" : 19 }
{ "_id" : ObjectId("643a51db73f16a13ae248f45"), "name" : "pjl3", "age" : 20 }
// 删除 users 表中所有数据是 `db.users.remove({})`。`db.users.remove()` 会报错
> db.users.remove()
2023-04-16T09:10:55.859+0800 E QUERY [thread1] Error: remove needs a query :
DBCollection.prototype._parseRemove@src/mongo/shell/collection.js:357:1
DBCollection.prototype.remove@src/mongo/shell/collection.js:382:18
@(shell):1:1
// 删除 users 表中所有数据
> db.users.remove({})
WriteResult({ "nRemoved" : 3 })
> db.users.find()
>
表格-修改数据
通过 db.users.update({name:'pjl2'}, {$set: {age: 20}}) 修改 name=pjl2 的数据，将 age 改为 20。
Tip：直接 db.users.update({name:'pjl'}, {age: 19}) 会替换整条数据。
\$inc 指增加，如果需要减去，则将数字改成负数。
示例如下：
> db.users.find()
{ "_id" : ObjectId("643b4d0cd21fdd4d6f0b0484"), "name" : "pjl", "age" : 18 }
{ "_id" : ObjectId("643b4d17d21fdd4d6f0b0486"), "name" : "pjl2", "age" : 19 }
{ "_id" : ObjectId("643b4d17d21fdd4d6f0b0487"), "name" : "pjl3", "age" : 20 }
{ "_id" : ObjectId("643b4d1fd21fdd4d6f0b0488"), "name2" : "pjl", "age2" : 18, "tel" : 131111111 }
// 修改 name=pjl 的数据，将 age改为19
> db.users.update({name:'pjl'}, {age: 19})
WriteResult({ "nMatched" : 1, "nUpserted" : 0, "nModified" : 1 })
// 替换了条数据
> db.users.find()
{ "_id" : ObjectId("643b4d0cd21fdd4d6f0b0484"), "age" : 19 }
{ "_id" : ObjectId("643b4d17d21fdd4d6f0b0486"), "name" : "pjl2", "age" : 19 }
{ "_id" : ObjectId("643b4d17d21fdd4d6f0b0487"), "name" : "pjl3", "age" : 20 }
{ "_id" : ObjectId("643b4d1fd21fdd4d6f0b0488"), "name2" : "pjl", "age2" : 18, "tel" : 131111111 }
// 通过 $set 成功更改 age 而不影响其他字段
> db.users.update({name:'pjl2'}, {$set: {age: 20}})
WriteResult({ "nMatched" : 1, "nUpserted" : 0, "nModified" : 1 })
> db.users.find()
{ "_id" : ObjectId("643b4d0cd21fdd4d6f0b0484"), "age" : 19 }
{ "_id" : ObjectId("643b4d17d21fdd4d6f0b0486"), "name" : "pjl2", "age" : 20 }
{ "_id" : ObjectId("643b4d17d21fdd4d6f0b0487"), "name" : "pjl3", "age" : 20 }
{ "_id" : ObjectId("643b4d1fd21fdd4d6f0b0488"), "name2" : "pjl", "age2" : 18, "tel" : 131111111 }
// 给 age 增加1
> db.users.update({name:'pjl2'}, {$inc: {age: 1}})
WriteResult({ "nMatched" : 1, "nUpserted" : 0, "nModified" : 1 })
> db.users.find()
{ "_id" : ObjectId("643b4d0cd21fdd4d6f0b0484"), "age" : 19 }
{ "_id" : ObjectId("643b4d17d21fdd4d6f0b0486"), "name" : "pjl2", "age" : 21 }
{ "_id" : ObjectId("643b4d17d21fdd4d6f0b0487"), "name" : "pjl3", "age" : 20 }
{ "_id" : ObjectId("643b4d1fd21fdd4d6f0b0488"), "name2" : "pjl", "age2" : 18, "tel" : 131111111 }
// 给 age 减去1
> db.users.update({name:'pjl2'}, {$inc: {age: -1}})
WriteResult({ "nMatched" : 1, "nUpserted" : 0, "nModified" : 1 })
> db.users.find()
{ "_id" : ObjectId("643b4d0cd21fdd4d6f0b0484"), "age" : 19 }
{ "_id" : ObjectId("643b4d17d21fdd4d6f0b0486"), "name" : "pjl2", "age" : 20 }
{ "_id" : ObjectId("643b4d17d21fdd4d6f0b0487"), "name" : "pjl3", "age" : 20 }
{ "_id" : ObjectId("643b4d1fd21fdd4d6f0b0488"), "name2" : "pjl", "age2" : 18, "tel" : 131111111 }
表格-查询数据
首先清空 users 表，并插入6条数据。
find
通过 db.users.find() 查询所有数据：
> db.users.find()
{ "_id" : ObjectId("643bb3dfd21fdd4d6f0b048a"), "name" : "peng", "age" : 19, "tel" : "0730-1231" }
{ "_id" : ObjectId("643bb3dfd21fdd4d6f0b048b"), "name" : "jia", "age" : 29, "tel" : "0730-1232" }
{ "_id" : ObjectId("643bb3dfd21fdd4d6f0b048c"), "name" : "li", "age" : 39, "tel" : "0730-1233" }
{ "_id" : ObjectId("643bb3dfd21fdd4d6f0b048d"), "name" : "pengjia", "age" : 49, "tel" : "0730-1234" }
{ "_id" : ObjectId("643bb3dfd21fdd4d6f0b048e"), "name" : "pengjiali", "age" : 59, "tel" : "0730-1235" }
{ "_id" : ObjectId("643bb3dfd21fdd4d6f0b048f"), "name" : "jiali", "age" : 69, "tel" : "0730-1236" }
>
大于小于
- $gt - 大于
- $gte - 大于等于
- $lt - 小于
- $lte - 小于等于
// 查询 age 大于 50 的数据
> db.users.find({age:{$gt: 50}})
{ "_id" : ObjectId("643bb3dfd21fdd4d6f0b048e"), "name" : "pengjiali", "age" : 59, "tel" : "0730-1235" }
{ "_id" : ObjectId("643bb3dfd21fdd4d6f0b048f"), "name" : "jiali", "age" : 69, "tel" : "0730-1236" }
// 查询 age 大于 69 的数据
> db.users.find({age:{$gt: 69}})
// 查询 age 大于等于 69 的数据
> db.users.find({age:{$gte: 69}})
{ "_id" : ObjectId("643bb3dfd21fdd4d6f0b048f"), "name" : "jiali", "age" : 69, "tel" : "0730-1236" }
// age 小于 20
> db.users.find({age:{$lt: 20}})
{ "_id" : ObjectId("643bb3dfd21fdd4d6f0b048a"), "name" : "peng", "age" : 19, "tel" : "0730-1231" }
// 查询 age 大于 10，小于 40 的数据
> db.users.find({age:{$gt:10, $lt:40}})
{ "_id" : ObjectId("643bb3dfd21fdd4d6f0b048a"), "name" : "peng", "age" : 19, "tel" : "0730-1231" }
{ "_id" : ObjectId("643bb3dfd21fdd4d6f0b048b"), "name" : "jia", "age" : 29, "tel" : "0730-1232" }
{ "_id" : ObjectId("643bb3dfd21fdd4d6f0b048c"), "name" : "li", "age" : 39, "tel" : "0730-1233" }
>
单条件
-
db.users.find({name: "jia"})- 查询 name等于jia 的数据 -
db.users.find({name: /jia/})- 查询 name 中包含jia 的数据 -
db.users.find({name: /jia$/})- 查询 name 中以 jia结尾的数据
// 查询 name 等于 jia 的数据
> db.users.find({name: "jia"})
{ "_id" : ObjectId("643bb3dfd21fdd4d6f0b048b"), "name" : "jia", "age" : 29, "tel" : "0730-1232" }
// 查询 name 中包含 jia 的数据
> db.users.find({name: /jia/})
{ "_id" : ObjectId("643bb3dfd21fdd4d6f0b048b"), "name" : "jia", "age" : 29, "tel" : "0730-1232" }
{ "_id" : ObjectId("643bb3dfd21fdd4d6f0b048d"), "name" : "pengjia", "age" : 49, "tel" : "0730-1234" }
{ "_id" : ObjectId("643bb3dfd21fdd4d6f0b048e"), "name" : "pengjiali", "age" : 59, "tel" : "0730-1235" }
{ "_id" : ObjectId("643bb3dfd21fdd4d6f0b048f"), "name" : "jiali", "age" : 69, "tel" : "0730-1236" }
// 查询 name 中以 jia 结尾的数据
> db.users.find({name: /jia$/})
{ "_id" : ObjectId("643bb3dfd21fdd4d6f0b048b"), "name" : "jia", "age" : 29, "tel" : "0730-1232" }
{ "_id" : ObjectId("643bb3dfd21fdd4d6f0b048d"), "name" : "pengjia", "age" : 49, "tel" : "0730-1234" }
多条件
db.users.find({$or: [{age: 19}, {name: 'jia'}]}) 查询 age=19 或 name=jia
// 查询 age=19 或 name=jia
> db.users.find({$or: [{age: 19}, {name: 'jia'}]})
{ "_id" : ObjectId("643bb3dfd21fdd4d6f0b048a"), "name" : "peng", "age" : 19, "tel" : "0730-1231" }
{ "_id" : ObjectId("643bb3dfd21fdd4d6f0b048b"), "name" : "jia", "age" : 29, "tel" : "0730-1232" }
列过滤
-
db.users.find({}, {name: 1})- 只显示 name 这个字段。默认主键回返回。1 是显示，0指不显示 -
db.users.find({}, {name: 1, age: 1, _id: 0})- 只要 name 和 age 字段，主键不要
// 只显示 name 这个字段。默认主键回返回
> db.users.find({}, {name: 1})
{ "_id" : ObjectId("643bb3dfd21fdd4d6f0b048a"), "name" : "peng" }
{ "_id" : ObjectId("643bb3dfd21fdd4d6f0b048b"), "name" : "jia" }
{ "_id" : ObjectId("643bb3dfd21fdd4d6f0b048c"), "name" : "li" }
{ "_id" : ObjectId("643bb3dfd21fdd4d6f0b048d"), "name" : "pengjia" }
{ "_id" : ObjectId("643bb3dfd21fdd4d6f0b048e"), "name" : "pengjiali" }
{ "_id" : ObjectId("643bb3dfd21fdd4d6f0b048f"), "name" : "jiali" }
// 只显示 name 这个字段，主键也不要
> db.users.find({}, {name: 1, _id: 0})
{ "name" : "peng" }
{ "name" : "jia" }
{ "name" : "li" }
{ "name" : "pengjia" }
{ "name" : "pengjiali" }
{ "name" : "jiali" }
// 只要 name 和 age 字段，主键不要
> db.users.find({}, {name: 1, age: 1, _id: 0})
{ "name" : "peng", "age" : 19 }
{ "name" : "jia", "age" : 29 }
{ "name" : "li", "age" : 39 }
{ "name" : "pengjia", "age" : 49 }
{ "name" : "pengjiali", "age" : 59 }
{ "name" : "jiali", "age" : 69 }
排序
通过 db.users.find().sort({age: -1}) 执行 age 逆序，正序则为1。
// age 逆序
> db.users.find({}, {age:1}).sort({age: -1})
{ "_id" : ObjectId("643bb3dfd21fdd4d6f0b048f"), "age" : 69 }
{ "_id" : ObjectId("643bb3dfd21fdd4d6f0b048e"), "age" : 59 }
{ "_id" : ObjectId("643bb3dfd21fdd4d6f0b048d"), "age" : 49 }
{ "_id" : ObjectId("643bb3dfd21fdd4d6f0b048c"), "age" : 39 }
{ "_id" : ObjectId("643bb3dfd21fdd4d6f0b048b"), "age" : 29 }
{ "_id" : ObjectId("643bb3dfd21fdd4d6f0b048a"), "age" : 19 }
// age 正序
> db.users.find({}, {age:1}).sort({age: 1})
{ "_id" : ObjectId("643bb3dfd21fdd4d6f0b048a"), "age" : 19 }
{ "_id" : ObjectId("643bb3dfd21fdd4d6f0b048b"), "age" : 29 }
{ "_id" : ObjectId("643bb3dfd21fdd4d6f0b048c"), "age" : 39 }
{ "_id" : ObjectId("643bb3dfd21fdd4d6f0b048d"), "age" : 49 }
{ "_id" : ObjectId("643bb3dfd21fdd4d6f0b048e"), "age" : 59 }
{ "_id" : ObjectId("643bb3dfd21fdd4d6f0b048f"), "age" : 69 }
分页
分页可以通过 skip 和 limit实现。例如 db.users.find().skip(2).limit(2) 查询第二页。跳过2条，查询2条。
> db.users.find()
{ "_id" : ObjectId("643bb3dfd21fdd4d6f0b048a"), "name" : "peng", "age" : 19, "tel" : "0730-1231" }
{ "_id" : ObjectId("643bb3dfd21fdd4d6f0b048b"), "name" : "jia", "age" : 29, "tel" : "0730-1232" }
{ "_id" : ObjectId("643bb3dfd21fdd4d6f0b048c"), "name" : "li", "age" : 39, "tel" : "0730-1233" }
{ "_id" : ObjectId("643bb3dfd21fdd4d6f0b048d"), "name" : "pengjia", "age" : 49, "tel" : "0730-1234" }
{ "_id" : ObjectId("643bb3dfd21fdd4d6f0b048e"), "name" : "pengjiali", "age" : 59, "tel" : "0730-1235" }
{ "_id" : ObjectId("643bb3dfd21fdd4d6f0b048f"), "name" : "jiali", "age" : 69, "tel" : "0730-1236" }
// 查询前3条
> db.users.find().limit(3)
{ "_id" : ObjectId("643bb3dfd21fdd4d6f0b048a"), "name" : "peng", "age" : 19, "tel" : "0730-1231" }
{ "_id" : ObjectId("643bb3dfd21fdd4d6f0b048b"), "name" : "jia", "age" : 29, "tel" : "0730-1232" }
{ "_id" : ObjectId("643bb3dfd21fdd4d6f0b048c"), "name" : "li", "age" : 39, "tel" : "0730-1233" }
// 第一页。跳过0条，查询2条
> db.users.find().skip(0).limit(2)
{ "_id" : ObjectId("643bb3dfd21fdd4d6f0b048a"), "name" : "peng", "age" : 19, "tel" : "0730-1231" }
{ "_id" : ObjectId("643bb3dfd21fdd4d6f0b048b"), "name" : "jia", "age" : 29, "tel" : "0730-1232" }
// 第二页。跳过2条，查询2条
> db.users.find().skip(2).limit(2)
{ "_id" : ObjectId("643bb3dfd21fdd4d6f0b048c"), "name" : "li", "age" : 39, "tel" : "0730-1233" }
{ "_id" : ObjectId("643bb3dfd21fdd4d6f0b048d"), "name" : "pengjia", "age" : 49, "tel" : "0730-1234" }
// 第三页。跳过4条，查询2条
> db.users.find().skip(4).limit(2)
{ "_id" : ObjectId("643bb3dfd21fdd4d6f0b048e"), "name" : "pengjiali", "age" : 59, "tel" : "0730-1235" }
{ "_id" : ObjectId("643bb3dfd21fdd4d6f0b048f"), "name" : "jiali", "age" : 69, "tel" : "0730-1236" }
// 先 age 逆序，在取2条
> db.users.find().sort({age: -1}).skip(0).limit(2)
{ "_id" : ObjectId("643bb3dfd21fdd4d6f0b048f"), "name" : "jiali", "age" : 69, "tel" : "0730-1236" }
{ "_id" : ObjectId("643bb3dfd21fdd4d6f0b048e"), "name" : "pengjiali", "age" : 59, "tel" : "0730-1235" }
通过 count() 查询记录数，例如 db.users.find({name: 'jia'}).count()
// 总共 6 条
> db.users.find().count()
6
// 符合条件的共 1 条
> db.users.find({name: 'jia'}).count()
1
> db.users.find({name: /jia/}).count()
4
db.users.findOne() - 查询第一条
// 查询第一条
> db.users.findOne()
{
"_id" : ObjectId("643bb3dfd21fdd4d6f0b048a"),
"name" : "peng",
"age" : 19,
"tel" : "0730-1231"
}
项目目录划分
程序那么复杂，不可能全写在一起，笔者做如下分层：
-
路由层- 匹配路由，调用控制层 -
控制层- 取得前端请求数据，加工处理，比如调用数据库（services层），在返回数据给前端 -
服务层- 引用创建的数据库模型，对数据进行增删改查 -
模型层- 创建数据库模型（这里是创建表）
以用户模块为例，在这4层中分别创建如下 js：
- services // 服务层
- UserService.js // User 模块的服务层
- routes // 路由
- UserRouter.js // User 模块的路由。比如登录、登录
- models // 模型层
- UserModel.js // User Model
- controllers // 控制层
- UserController.js
连接数据库
前面我们操作数据库是直接进入 mongo shell 操作:
// 创建并切换到数据库 pjl_db
use pjl_db
// 创建 users 表（这里叫集合）
db.createCollection("users")
现在我们需要通过 node 来操作数据库。
启动mongo服务
通过 mongod --dbpath=/var/lib/mongodb --bind_ip=0.0.0.0 --port=27017 启动mongo服务（未设置数据库密码）。其中 0.0.0.0 用户远程连接，端口是 27017。
如果需要后台启动（关闭终端服务也不会停止），需要指定日志路径，就像这样：
root@linux:/home/pjl# mongod --dbpath=/var/lib/mongodb --fork --logpath=/var/log/mongodb/mongodb.log --bind_ip=0.0.0.0 --port=27017
about to fork child process, waiting until server is ready for connections.
forked process: 133354
child process started successfully, parent exiting
查看 mongod 进程：
root@linux:/home/pjl# ps aux |grep mongod
root 133354 7.5 1.5 976348 62496 ? Sl 09:46 0:00 mongod --dbpath=/var/lib/mongodb --fork --logpath=/var/log/mongodb/mongodb.log --bind_ip=0.0.0.0 --port=27017
root 133383 0.0 0.0 12120 716 pts/0 S+ 09:47 0:00 grep --color=auto mongod
root@linux:/home/pjl#
Tip：还可以通过指定配置文件启动：
root@linux:/home/pjl# mongod -f /etc/mongodb.conf
// 没反应，通过 `tail -10 日志` 能看到输出
另起窗口进入 mongo shell，运行 show dbs 报错如下：
// 笔者将配置文件中端口改为 27027
root@linux:/var/log/mongodb# mongo --port=27027
MongoDB shell version v3.6.8
connecting to: mongodb://127.0.0.1:27027/
Implicit session: session { "id" : UUID("dc184887-824d-474a-a942-3d42ff1a21bf") }
MongoDB server version: 3.6.8
> show dbs
2023-04-21T09:52:04.824+0800 E QUERY [thread1] Error: listDatabases failed:{
"ok" : 0,
"errmsg" : "there are no users authenticated",
"code" : 13,
"codeName" : "Unauthorized"
} :
_getErrorWithCode@src/mongo/shell/utils.js:25:13
Mongo.prototype.getDBs@src/mongo/shell/mongo.js:67:1
shellHelper.show@src/mongo/shell/utils.js:860:19
shellHelper@src/mongo/shell/utils.js:750:15
@(shellhelp2):1:1
>
网友说是 安装mongo数据库时，配置文件中加了安全权限的设置，解决请看这里
安装 mongoose
通过 npm i mongoose -D 安装 mongoose —— Mongoose is a MongoDB object modeling tool）。
通过 mongoose 操作数据库非常方便
连接数据库
连接数据库很简单，只需要先启动数据库服务，然后在启动应用前连接数据库即可。代码如下：
// bin/www.js
var http = require('http');
+ // 引入数据库
+ require('../config/db.config')
var port = normalizePort(process.env.PORT || '3000');
// config/db.config.js
const mongoose = require("mongoose")
// mongo服务 ip
mongoose.connect("mongodb://192.168.1.223:27017/pjl_db")
mongoose.connection.once("open", () => {
console.log('数据库连接成功')
})
通过 mongo shell 查到目前只有3个数据库：
> show dbs
admin 0.000GB
config 0.000GB
local 0.000GB
启动应用，控制台输出 数据库连接成功:
PS E:\spug-back-end> npm run start
> spug-back-end@0.0.0 start
> nodemon ./bin/www
[nodemon] 2.0.22
[nodemon] to restart at any time, enter `rs`
[nodemon] watching path(s): *.*
[nodemon] watching extensions: js,mjs,json
[nodemon] starting `node ./bin/www`
数据库连接成功
发现 pjl_db 数据库自动被创建。
> show dbs
admin 0.000GB
config 0.000GB
local 0.000GB
pjl_db 0.000GB
Tip：有了数据库，还得需要表才能对数据进行增、删、改、查。在 mongoose 中，需要创建一个 model（模型），可以把他当做一张表（或一条记录），比如下文登录模块的 UserModel.js 就是一个 model，向 model 插入一条数据时，mongoose 会自动创建一张名为 users 的表（或集合）。
登录
这里我们完成系统登录模块的开发。
app.js
app.js 引入用户路由。
// app.js
var indexRouter = require('./routes/index');
var usersRouter = require('./routes/users');
+ const UserRouter = require('./routes/UserRouter')
app.use('/users', usersRouter);
+ app.use(UserRouter);
UserRouter.js
定义登录路由（/user/login），路由匹配成功，进入控制层处理。
// routes/UserRouter.js
// 用户路由
var express = require('express');
var router = express.Router();
const UserController = require('../controllers/UserController.js')
/* POST users listing. */
router.post('/user/login', UserController.login);
module.exports = router;
UserController.js
控制层调用服务层，如果数据库能通过用户名和密码查询到该用户则表明登录成功，否则返回用户名密码不匹配。
// controllers/UserController.js
const UserService = require('../services/UserService')
const UserModel = require('../models/UserModel')
const UserController = {
login: async (req, res) => {
// req.body - 例如 {"username":"pjl","password":"123456"}
console.log('res.body', JSON.stringify(res.body))
var result = await UserService.login(req.body)
if(result.length === 0){
res.send({
code: '-1',
error: '用户名密码不匹配'
})
}else{
res.send({
code: '0',
error: ''
})
}
}
}
module.exports = UserController
UserService.js
模型层通过 model 查找数据库
// services/UserService.js
const UserModel = require('../models/UserModel.js')
const UserService = {
login: async ({username, password}) => {
return UserModel.find({
username,
password
})
}
}
module.exports = UserService
UserModel.js
mongoose 通过 model 创建表。
// models/UserModel.js
// model 与表一一对应
const mongoose = require('mongoose')
const Schema = mongoose.Schema
// 通过 schema 限制一下集合（表），否则什么都能传入，太自由了不好
const Usertype = {
username: String,
password: String,
// 性别
gender: Number,
// 头像
avatar: String,
// 角色
role: Number, // 管理员1，编辑2
}
const UserModel = mongoose.model("user", new Schema(Usertype))
module.exports = UserModel
测试
这里笔者在 git bash 中使用 curl（客户端的url） 模拟登录（post 用户名+密码）：
Administrator@ ~/Desktop
$ curl -X POST -d 'username=pjl' -d 'password=123456' http://localhost:3000/user/login
% Total % Received % Xferd Average Speed Time Time Time Current
Dload Upload Total Spent Left Speed
100 76 100 48 100 28 1425 831 --:--:-- --:--:-- --:--:-- 2533
{"code":"-1","error":"用户名密码不匹配"}
由于 users 表中没有数据，当然也就查询不到（返回 {"code":"-1","error":"用户名密码不匹配"}）。
笔者手动插入该条用户信息：文章来源：https://www.toymoban.com/news/detail-420199.html
> use pjl_db
switched to db pjl_db
> db.users.save({username: 'pjl', password: '123456'})
WriteResult({ "nInserted" : 1 })
再次登录就能查询到 {"code":"0","error":""}：文章来源地址https://www.toymoban.com/news/detail-420199.html
Administrator@ ~/Desktop
$ curl -X POST -d 'username=pjl' -d 'password=123456' http://localhost:3000/user/login
% Total % Received % Xferd Average Speed Time Time Time Current
Dload Upload Total Spent Left Speed
100 51 100 23 100 28 1730 2106 --:--:-- --:--:-- --:--:-- 5100
{"code":"0","error":""}
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