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1.抽象语法树(Abstract Syntax Tree) #

webpackLint等很多的工具和库的核心都是通过Abstract Syntax Tree抽象语法树这个概念来实现对代码的检查、分析等操作的

2.抽象语法树用途 #

3.抽象语法树定义 #

这些工具的原理都是通过JavaScript Parser把代码转化为一颗抽象语法树(AST),这颗树定义了代码的结构,通过操纵这颗树,我们可以精准的定位到声明语句、赋值语句、运算语句等等,实现对代码的分析、优化、变更等操作

在计算机科学中,抽象语法树(abstract syntax tree或者缩写为AST),或者语法树(syntax tree),是源代码的抽象语法结构的树状表现形式,这里特指编程语言的源代码。

Javascript的语法是为了给开发者更好的编程而设计的,但是不适合程序的理解。所以需要转化为AST来使之更适合程序分析,浏览器编译器一般会把源码转化为AST来进行进一步的分析等其他操作。

ast

4.JavaScript Parser #

4.1 常用的JavaScript Parser #

4.2 esprima #

mkdir zhufengast
cd zhufengast

cnpm i esprima estraverse escodegen- S
let esprima = require('esprima');
var estraverse = require('estraverse');
var escodegen = require("escodegen");
let code = 'function ast(){}';
let ast=esprima.parse(code);
let indent=0;
function pad() {
    return ' '.repeat(indent);
}
estraverse.traverse(ast,{
    enter(node) {
        console.log(pad()+node.type);
        if(node.type == 'FunctionDeclaration'){
            node.id.name = 'ast_rename';
        }
        indent+=2;
     },
    leave(node) {
        indent-=2;
        console.log(pad()+node.type);

     }
 });
let generated = escodegen.generate(ast);
console.log(generated);
Program
  FunctionDeclaration
    Identifier
    Identifier
    BlockStatement
    BlockStatement
  FunctionDeclaration
Program

5.babel插件 #

5.1 转换箭头函数 #

转换前

const sum = (a,b)=>a+b

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转换后

var sum = function sum(a, b) {
  return a + b;
};

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npm i @babel/core babel-types -D

实现

let babel = require('@babel/core');
let t = require('babel-types');
const code = `const sum = (a,b)=>a+b`;
let transformArrowFunctions = {
    visitor: {
        ArrowFunctionExpression: (path) => {
            let node = path.node;
            let id = path.parent.id;
            let params = node.params;
            let body=t.blockStatement([
                t.returnStatement(node.body)
            ]);
            let functionExpression = t.functionExpression(id,params,body,false,false);
            path.replaceWith(functionExpression);
        }
    }
}
const result = babel.transform(code, {
    plugins: [transformArrowFunctions]
});
console.log(result.code);

5.2. 预计算babel插件 #

转换前

const result = 1 + 2;

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转换后

const result = 3;

precalcright

let babel = require('@babel/core');
let t=require('babel-types');
let preCalculator={
    visitor: {
        BinaryExpression(path) {
            let node=path.node;
            let left=node.left;
            let operator=node.operator;
            let right=node.right;
            if (!isNaN(left.value) && !isNaN(right.value)) {
                let result=eval(left.value+operator+right.value);
                path.replaceWith(t.numericLiteral(result));
                if (path.parent&& path.parent.type == 'BinaryExpression') {
                    preCalculator.visitor.BinaryExpression.call(null,path.parentPath);
                }
            }
        }
    }
}


const result = babel.transform('const sum = 1+2+3',{
    plugins:[
        preCalculator
    ]
});
console.log(result.code);

5.3. 把类编译为Function #

es6

    class Person {
        constructor(name) {
            this.name=name;
        }
        getName() {
            return this.name;
        }
    }

classast

es5

function Person(name) {
    this.name=name;
}
Person.prototype.getName=function () {
    return this.name;
}

es5class1 es5class2

实现

let babel = require('@babel/core');
let t=require('babel-types');
let source=`
    class Person {
        constructor(name) {
            this.name=name;
        }
        getName() {
            return this.name;
        }
    }
`;
let ClassPlugin={
    visitor: {
        ClassDeclaration(path) {
            let node=path.node;
            let id=node.id;
            let constructorFunction = t.functionDeclaration(id,[],t.blockStatement([]),false,false);
            let methods=node.body.body;
            let functions = [];
            methods.forEach(method => {
                if (method.kind == 'constructor') {
                    constructorFunction = t.functionDeclaration(id,method.params,method.body,false,false);
                    functions.push(constructorFunction);
                } else {
                    let memberObj=t.memberExpression(t.memberExpression(id,t.identifier('prototype')),method.key);
                    let memberFunction = t.functionExpression(id,method.params,method.body,false,false);
                    let assignment = t.assignmentExpression('=',memberObj,memberFunction);
                    functions.push(assignment);
                }
            });
            if (functions.length ==0) {
                path.replaceWith(constructorFunction);
            }else if (functions.length ==1) {
                path.replaceWith(functions[0]);
            } else {
                path.replaceWithMultiple(functions);
            }
        }
    }
}


const result = babel.transform(source,{
    plugins:[
        ClassPlugin
    ]
});
console.log(result.code);

6. webpack babel插件 #

var babel = require("@babel/core");
let { transform } = require("@babel/core");

6.1 实现按需加载 #

import { flatten,concat } from "lodash"

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转换为

import flatten from "lodash/flatten";
import concat from "lodash/flatten";

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6.2 webpack配置 #

cnpm i webpack webpack-cli -D
const path=require('path');
module.exports={
    mode:'development',
    entry: './src/index.js',
    output: {
        path: path.resolve('dist'),
        filename:'bundle.js'
    },
    module: {
        rules: [
            {
                test: /\.js$/,
                use: {
                    loader: 'babel-loader',
                    options: {
                        plugins:[['import',{library:'lodash'}]]
                    }
                }
            }
        ]
    }
}

编译顺序为首先plugins从左往右,然后presets从右往左

6.3 babel插件 #

let babel = require('@babel/core');
let types = require('babel-types');
const visitor = {
    ImportDeclaration:{
        enter(path,state={opts}){
            const specifiers = path.node.specifiers;
            const source = path.node.source;
            if(state.opts.library == source.value && !types.isImportDefaultSpecifier(specifiers[0])){
                const declarations = specifiers.map((specifier,index)=>{
                    return types.ImportDeclaration(
                        [types.importDefaultSpecifier(specifier.local)],
                        types.stringLiteral(`${source.value}/${specifier.local.name}`)
                    )
                });
                path.replaceWithMultiple(declarations);
            }
        }
    }
}
module.exports = function(babel){
    return {
        visitor
    }
}

9. AST #

9.1 解析过程 #

AST整个解析过程分为两个步骤

9.2 语法单元 #

Javascript 代码中的语法单元主要包括以下这么几种

9.3 词法分析 #

let jsx = `let element=<h1>hello</h1>`;

function lexical(code) {
    const tokens=[];
    for (let i=0;i<code.length;i++){
        let char=code.charAt(i);
        if (char == '=') {
            tokens.push({
                type: 'operator',
                value:char
            });
        }
        if (char=='<') {
            const token={
                type: 'JSXElement',
                value:char
            }
            tokens.push(token);
            let isClose = false;
            for (i++;i<code.length;i++){
                char=code.charAt(i);
                token.value+=char;
                if (char=='>') {
                    if (isClose) {
                        break;
                    } else {
                        isClose=true;
                    }
                }
            }
            continue;
        }
        if (/[a-zA-Z\$\_]/.test(char)) {
            const token={
                type: 'Identifier',
                value:char
            }
            tokens.push(token);
            for (i++;i<code.length;i++){
                char=code.charAt(i);
                if (/[a-zA-Z\$\_]/.test(char)) {
                    token.value+=char;
                } else {
                    i--;
                    break;
                }
            }
            continue;
        }

        if (/\s/.test(char)) {
            const token={
                type: 'whitespace',
                value:char
            }
            tokens.push(token);
            for (i++;i<code.length;i++){
                char=code.charAt[i];
                if (/\s/.test(char)) {
                    token.value+=char;
                } else {
                    i--;
                    break;
                }
            }
            continue;
        }
    }
    return  tokens;
}
let result=lexical(jsx);
console.log(result);
[
  { type: 'Identifier', value: 'let' },
  { type: 'whitespace', value: ' ' },
  { type: 'Identifier', value: 'element' },
  { type: 'operator', value: '=' },
  { type: 'JSXElement', value: '<h1>hello</h1>' }
]

9.4 语法分析 #

// babylon7 https://astexplorer.net/
// babylon7 https://astexplorer.net/
function parse(tokens) {
    const ast={
        type: 'Program',
        body: [],
        sourceType:'script'
    }
    let i=0;//标示当前位置
    let currentToken;//当前的符号
    while ((currentToken = tokens[i])) {
        if (currentToken.type == 'Identifier' && (currentToken.value == 'let'||currentToken.value == 'var')) {
            const VariableDeclaration={
                type: 'VariableDeclaration',
                declarations:[]
            }
            i+=2;
            currentToken=tokens[i];
            let VariableDeclarator = {
                type: 'VariableDeclarator',
                id: {
                    type: 'Identifier',
                    name:currentToken.value
                }
            };
            VariableDeclaration.declarations.push(VariableDeclarator);
            i+=2;
            currentToken=tokens[i];
            if (currentToken.type=='JSXElement') {
                let value=currentToken.value;
                let [,type,children]=value.match(/([^<]+?)>([^<]+)<\/\1>/);
                VariableDeclarator.init={
                    type: 'JSXElement',
                    openingElement:{
                       type:'JSXOpeningElement',
                       name:{
                           type:'JSXIdentifier',
                           name:'h1'
                       }
                    },
                    closingElement:{
                       type:'JSXClosingElement',
                       name:{
                           type:'JSXIdentifier',
                           name:'h1'
                       }
                    },
                    name: type,
                    children:[
                        {
                            type:'JSXText',
                            value:'hello'
                        }
                    ]
                }
            } else {
                VariableDeclarator.init={
                    type: 'Literal',
                    value:currentToken.value
                }
            }
            ast.body.push(VariableDeclaration);
        }
        i++;
    }
    return ast;
}

let tokens=[
    {type: 'Identifier',value: 'let'},
    {type: 'whitespace',value: ' '},
    {type: 'Identifier',value: 'element'},
    {type: 'operator',value: '='},
    {type: 'JSXElement',value: '<h1>hello</h1>'}
];
let result = parse(tokens);
console.log(result);
console.log(JSON.stringify(result));
{
    "type": "Program",
    "body": [{
        "type": "VariableDeclaration",
        "declarations": [{
            "type": "VariableDeclarator",
            "id": {
                "type": "Identifier",
                "name": "element"
            },
            "init": {
                "type": "JSXElement",
                "openingElement": {
                    "type": "JSXOpeningElement",
                    "name": {
                        "type": "JSXIdentifier",
                        "name": "h1"
                    }
                },
                "closingElement": {
                    "type": "JSXClosingElement",
                    "name": {
                        "type": "JSXIdentifier",
                        "name": "h1"
                    }
                },
                "name": "h1",
                "children": [{
                    "type": "JSXText",
                    "value": "hello"
                }]
            }
        }]
    }],
    "sourceType": "script"
}

9. 参考 #