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J102-Day03

크롤링 데이터와 LRU

MISSON1 크롤링

  • 검색 서비스에 검색 요청 보내기
  • 검색 요청 데이터 받기
  • 검색 데이터 파싱/처리 하기 (제목, 링크주소, 미리보기)
  • 결과 보여주기

MISSON2 크롤링

  • 사용자 입력 받아서 출력하기
  • 입력 값에 따라 검색 요청 보내기
  • 크롤링 모듈을 사용하여 결과 출력하기
  • 검색키워드, 데이터 개수 LRU 캐시 만들기
  • 검색시, 결과 받았을 시 LRU 정책에 따라 캐시 수정하기

MISSON1

검색 서비스에 검색 요청 보내기

axios를 사용하여 요청을 보냈다.

const res = await axios.get("https://search.naver.com/search.naver?where=news&ie=UTF-8&query=" + encodeURI(text));

참고사이트 https://velog.io/@zofqofhtltm8015/Axios-%EC%82%AC%EC%9A%A9%EB%B2%95-%EC%84%9C%EB%B2%84-%ED%86%B5%EC%8B%A0-%ED%95%B4%EB%B3%B4%EA%B8%B0

검색 요청 데이터 받기

cheerio를 사용하여 데이터를 받았다 (html 포맷을 사용하기 위하여)

const data = cheerio.load(res.data);

검색 데이터 파싱/처리 하기 (제목, 링크주소, 미리보기)

image

위와 같이 네이버 기사를 중심으로 html 태그를 통하여 파싱하였다.

결과 보여주기

image 다음과 같이 콘솔에 출력하였다.

MISSON 2

사용자 입력 받아서 출력하기

function ask(input) {
    const rl = readline.createInterface({
        input: process.stdin,
        output: process.stdout,
    });

    return new Promise(resolve => rl.question(input, ans => {
        rl.close();
        resolve(ans);
    }))
}      

사용자의 입력을 계속 받기 위하여 다음과 같이 Promise객체를 만들어서 사용하였다.

입력 값에 따라 검색 요청 보내기 크롤링 모듈을 사용하여 결과 출력하기

크롤링 모듈을 가져와 사용하였다.

검색키워드, 데이터 개수 LRU 캐시 만들기

class Cache {
    constructor(size) {
        this.cache = new Map();
        this.time = 0;
        this.len = size;
    }

    get(key) {
        
    }

    set(key) {

    }
}

다음과 같은 캐시 구조를 만들었다. 데이터 캐시와 키워드 캐시는 위 구조로 기반으로 하지만, set, get 함수가 약간 다르다 .

키워드 캐시의 경우는 get을 할때 캐쉬에 있으면 true를 리턴하고 캐쉬의 시간을 수정한다. 또한 set을 할떄 cache 데이터 구조 또한 cache['key'] = time 으로 간단하다.

하지만 데이터 캐시의 경우 get을 할때 있으면 [True, data] 없으면 [False, 0]을 리턴하고 cache 데이터 구조 또한 {data:[검색결과들], time:time} 으로 조금더 복잡하다.

검색시, 결과 받았을 시 LRU 정책에 따라 캐시 수정하기

데이터 캐쉬와 키워드 캐쉬의 수가 다르기 때문에 다음과 같은 상황을 고려해주었다.

  1. 키워드 캐시에 있고 데이터 캐쉬도 있을때
    이 경우에는 캐쉬에 있는 데이터를 가져왔다.
  2. 키워드 캐시에 없고 데이터 캐쉬에 있을때
    이 경우네는 키워드 캐시에 set을 해주고 캐쉬에 있는 데이터를 가져왔다 (키워드 캐쉬보다 데이터 캐쉬의 크기가 크기 떄문에 가능할 듯?)
  3. 그외 상황
    서버에 접근해서 데이터와 키워드를 캐쉬에 등록했다.

최종결과

순차적으로 진행 한 모습이다. image image

캐쉬 데이터를 직접적으로 출력했다.

image image

학습 메모

  1. 자바스크립트 비동기 인풋 받기 https://stackoverflow.com/questions/18193953/waiting-for-user-to-enter-input-in-node-js
  2. CSR, SSR 차이 https://velog.io/@haileyself/SPA-Client-Side-Rendering-%EA%B7%B8%EB%A6%AC%EA%B3%A0-Server-Side-Rendering-90k4ar8is1
class Cache {
constructor(size) {
this.cache = new Map();
this.time = 0;
this.len = size;
}
get(key) {
}
set(key) {
}
}
export class DataCache extends Cache {
// data type {data:[], time:}
// if exist return [True,data] if not return [False, 0]
get(key) {
if(this.cache.has(key)) {
this.cache.set(key, {...this.cache.get(key), time:this.time})
this.time += 1;
return [true, this.cache.get(key)]
}else{
return [false, 0]
}
}
set(key, data) {
if(this.cache.size >= this.len) {
let toDelete = -1;
let tempMin = 10000000;
const keys = this.cache.keys();
for (let k of keys) {
if(this.cache.get(k).time < tempMin) {
toDelete = k
tempMin = this.cache.get(k).time
}
}
this.cache.delete(toDelete);
this.saveKey(key,data)
}else {
this.saveKey(key,data)
}
}
saveKey(key, data) {
this.cache.set(key, {data, time:this.time});
this.size +=1;
this.time +=1;
}
}
export class KeywordCache extends Cache {
get(key) {
// if exist (set new time) return True or return False
if(this.cache.has(key)) {
this.cache.set(key, this.time)
this.time += 1;
return true
}else{
return false
}
}
set(key) {
if(this.cache.size >= this.len) {
let toDelete = -1;
let tempMin = 10000000;
const keys = this.cache.keys();
for (let k of keys) {
if(this.cache.get(k) < tempMin) {
toDelete = k
tempMin = this.cache.get(k)
}
}
this.cache.delete(toDelete);
this.saveKey(key)
}else {
this.saveKey(key)
}
}
saveKey(key) {
this.cache.set(key, this.time);
this.size +=1;
this.time +=1;
}
}
/* cache test
const a = new KeywordCache(5);
a.set(1);
a.set(2);
console.log(a.cache);
console.log(a.get(1));
console.log(a.get(3));
console.log(a.cache);
a.set(3);
a.set(4);
a.set(5);
a.set(6);
const b = new DataCache(10)
b.set(1,"a");
b.set(2, "b");
console.log(b.get(1))
console.log(b.get(3))
b.set(3, "c");
b.set(4, "d");
b.set(5, "e");
b.set(6, "f");
b.set(7, "g");
b.set(8, "h");
b.set(9, "i");
b.set(10, "j");
b.set(11, "k");
console.log(b.cache)
*/
import axios from 'axios';
import cheerio from 'cheerio';
export const search = async (text) => {
try {
const res = await axios.get("https://search.naver.com/search.naver?where=news&ie=UTF-8&query=" + encodeURI(text));
const data = cheerio.load(res.data);
const searchResult = parse(data);
return searchResult
} catch (error) {
console.log(error)
}
}
const parse = ($) => {
const $searchbody = $('ul.list_news').children();
let result = [];
$searchbody.each(function(i, elem) {
if (i < 3) {
result.push({
title: $(this).find('a.news_tit').attr('title'),
link: $(this).find('div.dsc_wrap a').attr('href'),
content: $(this).find('div.dsc_wrap a').text(),
})
}
})
//console.log(result);
return result;
}
import { DataCache, KeywordCache } from './cache.js';
import readline from 'readline';
import { search as naverSearch } from './crawling.js'
function ask(input) {
const rl = readline.createInterface({
input: process.stdin,
output: process.stdout,
});
return new Promise(resolve => rl.question(input, ans => {
rl.close();
resolve(ans);
}))
}
async function main() {
const kCache = new KeywordCache(5);
const dCache = new DataCache(10);
while(true){
// exists [True, data] not [False, 0]
const input = await ask("검색어를 입력하세요 : ")
const temp = dCache.get(input);
if(kCache.get(input) && temp[0]) {
console.log('캐쉬히트')
console.log(temp[1].data)
}else if (!kCache.get(input) && temp[0]) {
kCache.set(input)
console.log('캐쉬히트, 데이터만')
console.log(temp[1].data)
}else if (kCache.get(input) && !temp[0]) {
const result = requeset(input);
dCache.set(input, result)
}else {
const result = requeset(input);
dCache.set(input,result);
kCache.set(input);
}
console.log(dCache, kCache)
}
}
async function requeset(text) {
console.log('서버 접근')
const result = await naverSearch(text);
console.log(result);
return result
}
main();
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"name": "Day03",
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"requires": true,
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},
"funding": {
"type": "github",
"url": "https://github.com/sponsors/epoberezkin"
}
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