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reselect for redux state (1)
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Redux 的半年和 Reselect 的一周

来微票儿的半年，也是使用 Redux 的半年。

关于 Redux，没有比官方文档更介绍更详细的了， 当然你也可以看看我同事怎么说。

Source Code

下面先从 redux 的使用开始，一步步配置 redux 和 react

环境依赖 ：node.js npm

sudo npm install we-pepper -g

使用 pepper

➜  pepper
? 选择要执行的任务:
  项目打包
  开发调试
  初始化新项目 (es5)
❯ 初始化新项目 (es6 & react & react-router)
  初始化新项目 (es6 & react & react-router & redux)
  创建新页面
  创建新组件
  升级pepper

初始化项目( react, react-router )

? 选择要执行的任务:  初始化新项目 (es6 & react & react-router)
? 请输入项目的名称: [英文] redux_and_reselect_toturial
项目 redux_and_reselect_toturial 创建成功
➜  tree redux_and_reselect_toturial -L 3
redux_and_reselect_toturial
├── README.md
├── mock.js
├── package.json
├── pepper.config.js
├── src
│   ├── assets
│   │   └── images
│   ├── components
│   │   ├── Header
│   │   └── index.js
│   ├── pages
│   │   ├── about
│   │   ├── home
│   │   └── index.js
│   ├── scss
│   │   ├── normalize.scss
│   │   └── reset.scss
│   └── utils
└── template.html

10 directories, 9 files
➜

关于项目结构参考 pepper 使用文档 和 pepper-talks

about tree command, install it with brew: brew install tree

安装 redux 相关依赖, 启动调试

npm install redux react-redux react-router-redux redux-thunk redux-logger --save;
npm install;
pepper start;

输出结果

➜  redux_and_reselect_toturial pepper start
[HPM] Proxy created: /proxy  ->  http://example.proxy.com
[HPM] Proxy rewrite rule created: "^/xyz" -> "/abc"
🌎  Listening at http:// 0.0.0.0 9527
webpack: wait until bundle finished: /
Warning: you are using an outdated format of React Transform configuration. Please update your configuration to the new format. See the Releases page for migration instructions: https://github.com/gaearon/babel-plugin-react-transform/releases
webpack built 4c582c0ca8ab2300db44 in 8066ms
Hash: 4c582c0ca8ab2300db44
Version: webpack 1.12.11
Time: 8066ms
                   Asset       Size  Chunks             Chunk Names
            js/shared.js     189 kB       0  [emitted]  shared
     js/home-f5886aac.js     160 kB       1  [emitted]  home
    js/about-d32e781d.js     150 kB       2  [emitted]  about
     js/vendor.bundle.js     682 kB       3  [emitted]  vendor
        js/shared.js.map     238 kB       0  [emitted]  shared
 js/home-f5886aac.js.map     256 kB       1  [emitted]  home
js/about-d32e781d.js.map     248 kB       2  [emitted]  about
 js/vendor.bundle.js.map     814 kB       3  [emitted]  vendor
              index.html  693 bytes          [emitted]
chunk    {0} js/shared.js, js/shared.js.map (shared) 180 kB {3} [rendered]
    [0] multi shared 40 bytes {0} [built]
     + 76 hidden modules
chunk    {1} js/home-f5886aac.js, js/home-f5886aac.js.map (home) 146 kB {0} [rendered]
     + 136 hidden modules
chunk    {2} js/about-d32e781d.js, js/about-d32e781d.js.map (about) 137 kB {0} [rendered]
     + 132 hidden modules
chunk    {3} js/vendor.bundle.js, js/vendor.bundle.js.map (vendor) 641 kB [rendered]
    [0] multi vendor 40 bytes {3} [built]
     + 157 hidden modules
webpack: bundle is now VALID.

打开浏览器，输入 http://0.0.0.0:9527, 将看到如下效果

配置 redux 和 react

  • 创建 redux 相关目录结构
➜  redux_and_reselect_toturial cd src
➜  src mkdir -p app/{actions,reducers,constants,selectors,store}
➜  src tree app -L 2
app
├── actions
├── constants
├── reducers
├── selectors
└── store
  • 创建 action
➜  src vi app/actions/index.js
➜  src more app/actions/index.js
import { FETCH_MOVIES, MOVIES_URL } from 'app/constants'

// fetch movies contains specified actor, such as Jason Statham
export function fetchMovies(name = 'Jason Statham') {
    return (dispatch, getState) => {
        fetch(`${MOVIES_URL}?actor=${name}`).
            then(resp => resp.json()).
            then(movies => dispatch(receiveMovies(movies)))
    }
}

// return fetched movies as redux action
function receiveMovies(movies) {
    return {
        type: FETCH_MOVIES,
        movies
    }
}
  • 创建 app/constants/index.js
➜  src vi app/constants/index.js
➜  src more app/constants/index.js
// action type
export const FETCH_MOVIES = 'FETCH_MOVIES'

export const MOVIES_URL = 'http://netflixroulette.net/api/api.php'
  • 创建 reduce 处理API返回的 movies
➜  src vi app/reducers/home.js
➜  src more app/reducers/home.js
import { FETCH_MOVIES } from 'app/constants'

const initState = {
    movies: [],
    loading: true
}

export default (state = initState, action) => {
    switch(action.type) {
        case FETCH_MOVIES:
            // when receive movies from action
            const { movies } = action;

            return Object.assign({}, state, {
                movies,
                loading: false
            })
        default:
            return state
    }
}
➜  src
  • 有了 ation 和 reducer ，接下来就是配置 redux 和 react 的关联 首先配置 store 和 reducer 的关联
➜  src vi app/store/index.js
➜  src more app/store/index.js
import { createStore, applyMiddleware } from 'redux'
import thunk from 'redux-thunk'
import reducer from 'app/reducers'
import { routerReducer, routerMiddleware } from 'react-router-redux'

let middlewares = [thunk]

// exported by pepper
const MODE = process.env.MODE

if( MODE !== 'release') {
    // only add logger middleware except release mode
    let createLogger = require('redux-logger')

    // log redux action operation using console.log
    const logger = createLogger({
        level: 'info',
        logger: console,
        collapsed: true
    })

    middlewares = [...middlewares, logger]
}

export default (history, initialState) => {
    // add react-router history middleware in
    middlewares = [...middlewares, routerMiddleware(history)]
    // apply middlewares within store
    const createStoreWithMiddleware = applyMiddleware(...middlewares)(createStore)
    // bind reducer and initState
    return createStoreWithMiddleware(reducer, initialState)
}
➜  src

导出 app/reducers 目录下的 reducers, 现在只有 home

➜  src vi app/reducers/index.js
➜  src more app/reducers/index.js
import { combineReducers } from 'redux'
import { routerReducer } from 'react-router-redux'
import home from './home'

/*
* combine all reducers into one root reducers, which store all app state
* redux only has one sotre, so only one state tree is necessary
*/
const rootReducer = combineReducers({
    home,
    // react-router require this config
    routing: routerReducer,
})

export default rootReducer
➜  src

接下来，要配置 react 和 redux store 的关：

➜  src vi pages/index.js
➜  src more pages/index.js
import ReactDom from 'react-dom'
import { Router, Route, Link, IndexRoute, useRouterHistory } from 'react-router'

import { connect, Provider } from 'react-redux'
import { syncHistoryWithStore } from 'react-router-redux'
// use this script to create an redux store, which combine reducers
import configureStore from 'app/store'

import { createHashHistory } from 'history'
import objectAssign from 'object-assign'
import Home from 'react-proxy?name=home!./home'
import About from 'react-proxy?name=about!./about'

Object.assign = objectAssign

// use hash router at current, for html5 history api require backend support
const appHistory = useRouterHistory(createHashHistory)({ queryKey: false })
// added in history middleware
const store = configureStore(appHistory)
// the final history with redux store merged in
const history = syncHistoryWithStore(appHistory, store)

let routes = history => (
    <Router history={history}>
        <Route path="/" component={Home} />
        <Route path="/about" component={About} />
    </Router>
)

ReactDom.render(
    <Provider store={store}>
    { routes(history) }
    </Provider>
, document.getElementById('app'))

另外，需在改动下 pepper.config.js, 在alias里将 app 加进去

// dir alias, could use globally, despite of CWD
"alias": {
    "scss"          :   "scss",
    "wepiao"        :   "components",
    "utils"         :   "utils",
    "app"           :   "app"
},

这样，pepper 就知道到 app 目录下去找 app 下的文件了，默认 index.js。

当修改了 pepper.config.js 文件时，要重新启动下 pepper。现在就可以从 console 里看到 redux action 的相关日志了

为了便于使用 pepper ,我们稍微修改下 package.json, 在项目的任意目录执行 pepper 相关指令：

➜  src more ../package.json
{
  "name": "pepper",
  "version": "0.0.1",
  "description": "wepiao front end solution",
  "main": "app.js",
  "author": "[email protected]",
  "license": "ISC",
  "scripts": {
     "start": "pepper start",
     "pepper": "pepper"
  },
  "dependencies": {
    "classnames": "^1.2.0",
    "history": "^2.0.1",
    "object-assign": "^4.0.1",
    "react": "^0.14.1",
    "react-dom": "^0.14.1",
    "react-redux": "^4.4.5",
    "react-router": "^2.0.0",
    "react-router-redux": "^4.0.4",
    "redux": "^3.5.2",
    "redux-logger": "^2.6.1",
    "redux-thunk": "^2.0.1"
  }
}
➜  src
  • 关于API请求，这里将使用 ES6 中的 fetch API , 由于兼容性的问题，最好安装下相关的 polyfill
npm install whatwg-fetch --save

然后在 pages/index.js 里导入

import { Router, Route, Link, IndexRoute, useRouterHistory } from 'react-router'
import 'whatwg-fetch' // here it is
import { connect, Provider } from 'react-redux'

注：pages/index.js 是整个项目的入口，先于所有文件执行，因而是添加各种 polyfill 的最佳位置

  • 使用 pepper 创建一个新的页面
➜  npm run pepper page movies

➜  src tree pages -L 2
pages
├── about
│   ├── index.js
│   └── style.scss
├── home
│   ├── index.js
│   └── style.scss
├── index.js
└── movies
    ├── index.js
    └── movies.scss

3 directories, 7 files

可以看到，movies 页面创建成功。接下来，按照 movies/index.js 文件底部的注释，添加该页面的路由配置

// first import new created movies page
import Movies from 'react-proxy?name=movies!./movies'

// then add an /movies router for the page
<Route path="/about" component={About} />
<Route path="/movies" component={Movies} />

刷新页面，访问 http://0.0.0.0:9527/#/movies, 效果如下

  • actions 去哪了

搞了这么多配置，似乎忽略了 actions 的存在，接下来就该它登场了。然而，这个也是要配置的，是不是要疯掉了，:(

redux 官方 demo 里是这么处理的，但我觉得还有更好的方式。结合 ES6 decorator 特性，可以将上述操作封装成一个方法，更加方便的调用

➜  src vi utils/connect.js
➜  src more utils/connect.js
import { connect } from 'react-redux'
import { bindActionCreators } from 'redux'
import * as actions from 'app/actions'

function mapStateToProps(props, state) {
    if(!props) return state

    // filter state by specified string key
    if(typeof props === 'string') return { [props]: state[props] }

    // filter state by specified props
    if(Array.isArray(props)) {
        return props.reduce((prev, curr) => prev[curr] = state[curr], {})
    }

    return state
}

function mapDispatchToProps(dispatch) {
    return {
        actions: bindActionCreators(actions, dispatch)
    }
}

export default props => {

    // filter state to props map, or use your own map
    let stateToPropsMap = typeof props === 'function' ? props : mapStateToProps.bind(null, props)

    return target => connect(stateToPropsMap, mapDispatchToProps)(target)
}
➜  src

这样一来，stateToProps 和 actions 的 处理将变得异常优雅和精练

  • 将 actions 和 movies state 和 Movies 页面进行关联
➜  src more pages/movies/index.js
import styles from './movies';
// import { component_name } from 'wepiao'
import connect from 'utils/connect'

@connect()
export default class Movies extends React.Component {

    static propTypes = {

    }

    static defaultProps = {

    }

    componentWillMount() {
        console.log('home reducer: ', this.props.home)
        console.log('all actions: ', this.props.actions)
    }
    render() {

        return (
            <div className='Movies'>
                some content ...
            </div>
        )
    }
}
➜  src

刷新页面，你将看到

  • 调用 action 获取 Movies 信息

拿到 action 和 home reducer 的默认数据后，我们就可以调用 API ，去获取真实的数据了。 修改 pages/movies/index.js 如下

    componentWillMount() {
        console.log('home reducer: ', this.props.home)
        console.log('all actions: ', this.props.actions)

        this.props.actions.fetchMovies() // use default actor name
    }

    render() {
        let { loading, movies } = this.props.home

        return (
            <div className='Movies'>
            {
                loading ? 'Loading...' :
                movies.map(movie => (
                    <div key={movie.show_id}>
                    {
                        movie.show_title
                    }
                    </div>
                ))
            }
            </div>
        )
    }

下面将是见证奇迹的时刻，刷新页面，如下图所示

进行到这里，一切看起来没什么问题。你肯定有个疑问：一路下来，为了展示个电影信息，搞了这么多配置。如果直接使用 react 的 setState 岂不更简单？

你说的没错。按你你说的情况，我也不愿意这么折腾去配置什么 redux , 搞这么复杂干嘛呀。但对于一个用react 实现过复杂应用的开发者来说，痛点也正是在这个 setState 上面。可谓，成也萧何，败也萧何。redux 解决了 setState 的痛点，简化了 FB 家 Flux 的实现和使用，完美的贯彻了单项数据流的理念。

好了，不拍马屁了。今天想说的主角还没出现呢？现在呢，我为 movies 页增加一些实际的需求：电影列表支持按名称筛选，按时间、评分、时长排序。

在这之前，我们先对取到的数据进行下缓存。app/actions/index.js修改如下

➜  src vi app/actions/index.js
➜  src more app/actions/index.js
import { FETCH_MOVIES, MOVIES_URL } from 'app/constants'

const session = sessionStorage

// fetch movies contains specified actor, such as Jason Statham
export function fetchMovies(name = 'Jason Statham') {
    let url = `${MOVIES_URL}?actor=${name}`

    return (dispatch, getState) => {
        const cache = session.getItem(url)
        // check cache policy, targeted rescource will be returned directly
        if(cache) {
            dispatch(receiveMovies(JSON.parse(cache)))
        } else {
            fetch(url).
                then(resp => resp.json()).
                then(movies => {
                    dispatch(receiveMovies(movies))
                    // cache movies by fetched url into sessionStorage
                    session.setItem(url, JSON.stringify(movies))
                })
        }
    }
}

// return fetched movies as redux action
function receiveMovies(movies) {
    return {
        type: FETCH_MOVIES,
        movies
    }
}
➜  src

下一次电影的获取就可以直接走缓存了，效果如下

  • 电影列表的排序和搜索 首先，美化下UI，将必要的数据展示出来
➜  src more pages/movies/movies.scss
$border-color: #29cc6d;

* {
    box-sizing: border-box;
}

.Movies {
    height: 100vh;
    display: flex;
    flex-direction: column;

    &__Header {
        display: flex;
        padding: 0 10px;

        &__Select, &__Input {
            border: 1px solid $border-color;
            line-height: 2em;
            flex: 1;
        }

        &__Input {
        }
    }

    &__List {
        flex: 1;
        padding: 0 10px;
        overflow-y: auto;
    }

    &__Item {
        border-bottom: 1px solid #efefef;
        padding: 10px 0;
        display: flex;

        &__Poster {
            height: 100px;
        }

        &__Details {
            flex: 1;
            display: flex;
            overflow: hidden;
            padding-left: 10px;
            flex-direction: column;
            font-size: 14px;
        }

        &__Name {
            white-space: nowrap;
            text-overflow: ellipsis;
            overflow: hidden;
            display: block;
        }
    }
}
➜  src

同样的 ，render部分也要改动

    componentWillMount() {
        console.log('home reducer: ', this.props.home)
        console.log('all actions: ', this.props.actions)

        this.props.actions.fetchMovies() // use default actor name
    }
    
    // resort previous value from store
    componentDidMount() {
        let { sort, search } = this.props.home.filter;
        this.refs.select.value = sort;
        this.refs.input.value = search;
    }

    onChangeSort(e) {
        console.log(e.target.value);
        this.props.actions.filterMovies({ sort: e.target.value })
    }

    onChangeSearch(e) {
        console.log(e.target.value)
        this.props.actions.filterMovies({ search: e.target.value })
    }

    // filter and sort before render
    filterAndSortMovies(movies) {
        let { sort, search } = this.props.home.filter
        console.log(sort, search);
        let _movies = search.length ?
            movies.filter(m => m.show_title.toLowerCase().indexOf(search.toLowerCase()) !== -1) :
            movies
        if(sort === 'default') {
            return _movies
        } else {
            return _movies.sort((m1, m2) => m1[sort] < m2[sort])
        }
    }

    render() {
        let { loading, movies } = this.props.home

        movies = this.filterAndSortMovies(movies)

        return (
            <div className='Movies'>
                <div className="Movies__Header">
                    <select onChange={this.onChangeSort.bind(this)}
                         ref="select"
                         className="Movies__Header__Select">
                        <option value="default">default</option>
                        <option value="show_title">Title</option>
                        <option value="rating">Rating</option>
                        <option value="release_year">Release year</option>
                    </select>
                    <input className="Movies__Header__Input"
                        onChange={this.onChangeSearch.bind(this)}
                        ref="input"
                        placeholder="按名称筛选"/>
                </div>
                <div className="Movies__List">
                {
                    loading ? 'Loading...' :
                    movies.map(movie => (
                        <div key={movie.show_id} className="Movies__Item">
                            <img className="Movies__Item__Poster" src={movie.poster}/>
                            <div className="Movies__Item__Details">
                                <span className="Movies__Item__Name">
                                { movie.show_title }
                                </span>
                                <span className="Movies__Item__Rating">
                                { movie.rating } 分
                                </span>
                                <span className="Movies__Item__Year">
                                上映年份： { movie.release_year } 年
                                </span>
                            </div>
                        </div>
                    ))
                }
                </div>
            </div>
        )
    }

为了避免 setState 操作，这里将筛选条件的改动也以 action 的形式触发。 关于 action 的修改，就很简单了

首先，在 app/constants/index.js 中增加一条记录

export const FILTER_MOVIES = 'FILTER_MOVIES'

然后，app/actions/index.js 中新增

import { FETCH_MOVIES, FILTER_MOVIES, MOVIES_URL } from 'app/constants'

export function filterMovies(filter) {
    return (dispatch, getState) => {
        dispatch({
            type: FILTER_MOVIES,
            filter
        })
    }
}

在 app/reducers/home.js 中处理对应的 action

import { FETCH_MOVIES, FILTER_MOVIES } from 'app/constants'

...

export default (state = initState, action) => {
    switch(action.type) {
        case FETCH_MOVIES:
            // when receive movies from action
            const { movies } = action;

            return Object.assign({}, state, {
                movies,
                loading: false
            })
        case FILTER_MOVIES:
            return Object.assign({}, state, {
                filter: { ...state.filter, ...action.filter }
            })
        default:
            return state
    }
}

上述完成后，排序和按名称搜索的功能就实现了

小结

到现在，redux 的常用功能都已经展现在了你的面前。从触发 action， reducer 按照类别处理收到的 action, 更新 state 中过时的数据，store 拿到新数据后重新映射到关联的组件上，从而触发组件的重新渲染。看起来没什么问题了。 但是，当我们在切换页面的时候，随着 action 的触发，所有的这些条件都要重新再来，即使什么条件都没变。

这也意味着，render 之前所做的所有操作的重复，那我们有没有办法缓存已经计算过的结呢？ 这个问题，别人早已经想到了，redux 的官方文档中就有提及。

In case you are worried about mapStateToProps creating new objects too often, you might want to learn about computing derived data with reselect.

看到这里，倍感欣慰。就 react 而言，数据流的问题，促使了 redux 的产生，同样， redux 的流行，更是催生了周边生态的蓬勃发展。对于某些问题，前人铺垫，后人乘凉，正如程序员一族，离不开 Google 的原因也在于此。

关于 reselect 的部分，将在下一篇里介绍。

窗外，黎明前的曙光正席卷而来，早安～

Source Code