java spring+mybatis整合如何实现今日头条搞笑动态图片的爬取
java spring+mybatis整合如何实现今日头条搞笑动态图片的爬取,相信很多没有经验的人对此束手无策,为此本文总结了问题出现的原因和解决方法,通过这篇文章希望你能解决这个问题。
java spring+mybatis整合实现爬虫之今日头条搞笑动态图片爬取
先上效果图
抓取的动态图:
数据库:
一.此爬虫介绍
今日头条本身就是做爬虫的,爬取各大网站的图片文字信息,再自己整合后推送给用户,特别是里面的动态图片,很有意思。在网上搜了搜,大多都是用Python来写的,本人是学习javaweb这块的,对正则表达式也不是很熟悉,就想着能不能换个我熟悉的方式来写。此爬虫使用spring+mybatis框架整合实现,使用mysql数据库保存爬取的数据,用jsoup来操作HTML的标签节点(完美避开正则表达式),获取文章中动态图片的链接,通过响应头中“Content-Type”的值来判断图片的格式,再将图片保存在本地。当然也可以爬取里面的文字,比如一些搞笑的黄段子,在此基础上稍加改动就可以实现,此爬虫只是提供一个入门的思路,更多好玩的爬虫玩法还待大家去开发,哈哈。
二.技术选型
核心语言:java;
核心框架:spring;
持久层框架:mybatis;
数据库连接池:Alibaba Drui;
日志管理:Log4j;
jar包管理:maven; 。。。。
三.找规律,划重点
打开头条首页,找到点击搞笑模块,点击F12,下滚后加载下一页,发现是通过ajax请求api来获取的数据,如下图:
这是响应的json数据,里面的参数和值顾名思义大家都懂得。
是ajax访问就好解决了,通过我百度谷歌各种研究后发现,ajax请求的前三个参数是不变的,改变category参数是请求不同的模块,本列子是请求的搞笑模块所以值为funny,max_behot_time和max_behot_time_tmp这两个参数值是时间戳,首次请求是0,之后的值是响应json数据里面的next中的值。as和cp值是通过一段js生成的,其实就是一个加密了的时间戳而已。js代码后面会贴。
四.开始搭框架撸代码
项目搭建后之后为下图所示的文件结构,不懂得自行谷歌 哈哈
不多说直接上核心代码了:
public class TouTiaoCrawler {// 搞笑板块的api地址public static final String FUNNY = "http://www.toutiao.com/api/pc/feed/?utm_source=toutiao&widen=1";// 头条首页地址public static final String TOUTIAO = "http://www.toutiao.com";// 使用"spring.xml"和"spring-mybatis.xml"这两个配置文件创建Spring上下文static ApplicationContext ac = new ClassPathXmlApplicationContext("spring-mybatis.xml");// 从Spring容器中根据bean的id取出我们要使用的funnyMapper对象static FunnyMapper funnyMapper = (FunnyMapper) ac.getBean("funnyMapper");// 接口访问次数private static int refreshCount = 0;// 时间戳private static long time = 0;public static void main(String[] args) {System.out.println("----------开始干活!-----------------");while (true) {crawler(time);}}public static void crawler(long hottime) {// 传入时间戳,会获取这个时间戳的内容refreshCount++;System.out.println("----------第" + refreshCount + "次刷新------返回的请求时间为:"+ hottime + "----------");String url = FUNNY + "&max_behot_time=" + hottime+ "&max_behot_time_tmp=" + hottime;JSONObject param = getUrlParam(); // 获取用js代码得到的as和cp的值// 定义接口访问的模块String module = "funny";url += "&as=" + param.get("as") + "&cp=" + param.get("cp")+ "&category=" + module;JSONObject json = null;try {json = getReturnJson(url);// 获取json串} catch (Exception e) {e.printStackTrace();}if (json != null) {time = json.getJSONObject("next").getLongValue("max_behot_time");JSONArray data = json.getJSONArray("data");for (int i = 0; i < data.size(); i++) {try {JSONObject obj = (JSONObject) data.get(i);// 判断这条文章是否已经爬过if (funnyMapper.selectByGroupId((String) obj.get("group_id")) != null) {System.out.println("----------此文章已经爬过啦!-----------------");continue;}// 访问页面返回document对象String url1 = TOUTIAO + "/a" + obj.getString("group_id");Document document = getArticleInfo(url1);System.out.println("----------成功访问了文章:" + url1+ "-----------------");// 将document也存入obj.put("document", document.toString());// 将json对象转换成java Entity对象Funny funny = JSON.parseObject(obj.toString(), Funny.class);// json入库funny.setBehotTime(new Date());funnyMapper.insertSelective(funny);} catch (Exception e) {e.printStackTrace();}}} else {System.out.println("----------返回的json列表为空----------");}}// 访问接口,返回json封装的数据格式public static JSONObject getReturnJson(String url) {try {URL httpUrl = new URL(url);BufferedReader in = new BufferedReader(new InputStreamReader(httpUrl.openStream(), "UTF-8"));String line = null;String content = "";while ((line = in.readLine()) != null) {content += line;}in.close();return JSONObject.parseObject(content);} catch (Exception e) {System.err.println("访问失败:" + url);e.printStackTrace();}return null;}// 获取网站的document对象public static Document getArticleInfo(String url) {try {Connection connect = Jsoup.connect(url);Document document;document = connect.get();Elements article = document.getElementsByClass("article-content");if (article.size() > 0) {Elements a = article.get(0).getElementsByTag("img");if (a.size() > 0) {for (Element e : a) {String url2 = e.attr("class="lazy" data-src");// 下载img标签里面的图片到本地saveToFile(url2);}}}return document;} catch (IOException e) {System.err.println("访问文章页失败:" + url + " 原因" + e.getMessage());return null;}}// 执行js获取as和cp参数值public static JSONObject getUrlParam() {JSONObject jsonObject = null;FileReader reader = null;try {ScriptEngineManager manager = new ScriptEngineManager();ScriptEngine engine = manager.getEngineByName("javascript");String jsFileName = "toutiao.js"; // 读取js文件reader = new FileReader(jsFileName); // 执行指定脚本engine.eval(reader);if (engine instanceof Invocable) {Invocable invoke = (Invocable) engine;Object obj = invoke.invokeFunction("getParam");jsonObject = JSONObject.parseObject(obj != null ? obj.toString() : null);}} catch (Exception e) {e.printStackTrace();} finally {try {if (reader != null) {reader.close();}} catch (IOException e) {e.printStackTrace();}}return jsonObject;}// 通过url获取图片并保存在本地public static void saveToFile(String destUrl) {FileOutputStream fos = null;BufferedInputStream bis = null;HttpURLConnection httpUrl = null;URL url = null;String uuid = UUID.randomUUID().toString();String fileAddress = "d:\\imag/" + uuid;// 存储本地文件地址int BUFFER_SIZE = 1024;byte[] buf = new byte[BUFFER_SIZE];int size = 0;try {url = new URL(destUrl);httpUrl = (HttpURLConnection) url.openConnection();httpUrl.connect();String Type = httpUrl.getHeaderField("Content-Type");if (Type.equals("image/gif")) {fileAddress += ".gif";} else if (Type.equals("image/png")) {fileAddress += ".png";} else if (Type.equals("image/jpeg")) {fileAddress += ".jpg";} else {System.err.println("未知图片格式");return;}bis = new BufferedInputStream(httpUrl.getInputStream());fos = new FileOutputStream(fileAddress);while ((size = bis.read(buf)) != -1) {fos.write(buf, 0, size);}fos.flush();System.out.println("图片保存成功!地址:" + fileAddress);} catch (IOException e) {e.printStackTrace();} catch (ClassCastException e) {e.printStackTrace();} finally {try {fos.close();bis.close();httpUrl.disconnect();} catch (IOException e) {e.printStackTrace();} catch (NullPointerException e) {e.printStackTrace();}}}}
获取as和cp参数的js代码
function getParam(){ var asas; var cpcp; var t = Math.floor((new Date).getTime() / 1e3) , e = t.toString(16).toUpperCase() , i = md5(t).toString().toUpperCase(); if (8 != e.length){ asas = "479BB4B7254C150"; cpcp = "7E0AC8874BB0985"; }else{ for (var n = i.slice(0, 5), o = i.slice(-5), a = "", s = 0; 5 > s; s++){ a += n[s] + e[s]; } for (var r = "", c = 0; 5 > c; c++){ r += e[c + 3] + o[c]; } asas = "A1" + a + e.slice(-3); cpcp= e.slice(0, 3) + r + "E1"; } return '{"as":"'+asas+'","cp":"'+cpcp+'"}';}!function(e) { "use strict"; function t(e, t) { var n = (65535 & e) + (65535 & t) , r = (e >> 16) + (t >> 16) + (n >> 16); return r << 16 | 65535 & n } function n(e, t) { return e << t | e >>> 32 - t } function r(e, r, o, i, a, u) { return t(n(t(t(r, e), t(i, u)), a), o) } function o(e, t, n, o, i, a, u) { return r(t & n | ~t & o, e, t, i, a, u) } function i(e, t, n, o, i, a, u) { return r(t & o | n & ~o, e, t, i, a, u) } function a(e, t, n, o, i, a, u) { return r(t ^ n ^ o, e, t, i, a, u) } function u(e, t, n, o, i, a, u) { return r(n ^ (t | ~o), e, t, i, a, u) } function s(e, n) { e[n >> 5] |= 128 << n % 32, e[(n + 64 >>> 9 << 4) + 14] = n; var r, s, c, l, f, p = 1732584193, d = -271733879, h = -1732584194, m = 271733878; for (r = 0; r < e.length; r += 16) s = p, c = d, l = h, f = m, p = o(p, d, h, m, e[r], 7, -680876936), m = o(m, p, d, h, e[r + 1], 12, -389564586), h = o(h, m, p, d, e[r + 2], 17, 606105819), d = o(d, h, m, p, e[r + 3], 22, -1044525330), p = o(p, d, h, m, e[r + 4], 7, -176418897), m = o(m, p, d, h, e[r + 5], 12, 1200080426), h = o(h, m, p, d, e[r + 6], 17, -1473231341), d = o(d, h, m, p, e[r + 7], 22, -45705983), p = o(p, d, h, m, e[r + 8], 7, 1770035416), m = o(m, p, d, h, e[r + 9], 12, -1958414417), h = o(h, m, p, d, e[r + 10], 17, -42063), d = o(d, h, m, p, e[r + 11], 22, -1990404162), p = o(p, d, h, m, e[r + 12], 7, 1804603682), m = o(m, p, d, h, e[r + 13], 12, -40341101), h = o(h, m, p, d, e[r + 14], 17, -1502002290), d = o(d, h, m, p, e[r + 15], 22, 1236535329), p = i(p, d, h, m, e[r + 1], 5, -165796510), m = i(m, p, d, h, e[r + 6], 9, -1069501632), h = i(h, m, p, d, e[r + 11], 14, 643717713), d = i(d, h, m, p, e[r], 20, -373897302), p = i(p, d, h, m, e[r + 5], 5, -701558691), m = i(m, p, d, h, e[r + 10], 9, 38016083), h = i(h, m, p, d, e[r + 15], 14, -660478335), d = i(d, h, m, p, e[r + 4], 20, -405537848), p = i(p, d, h, m, e[r + 9], 5, 568446438), m = i(m, p, d, h, e[r + 14], 9, -1019803690), h = i(h, m, p, d, e[r + 3], 14, -187363961), d = i(d, h, m, p, e[r + 8], 20, 1163531501), p = i(p, d, h, m, e[r + 13], 5, -1444681467), m = i(m, p, d, h, e[r + 2], 9, -51403784), h = i(h, m, p, d, e[r + 7], 14, 1735328473), d = i(d, h, m, p, e[r + 12], 20, -1926607734), p = a(p, d, h, m, e[r + 5], 4, -378558), m = a(m, p, d, h, e[r + 8], 11, -2022574463), h = a(h, m, p, d, e[r + 11], 16, 1839030562), d = a(d, h, m, p, e[r + 14], 23, -35309556), p = a(p, d, h, m, e[r + 1], 4, -1530992060), m = a(m, p, d, h, e[r + 4], 11, 1272893353), h = a(h, m, p, d, e[r + 7], 16, -155497632), d = a(d, h, m, p, e[r + 10], 23, -1094730640), p = a(p, d, h, m, e[r + 13], 4, 681279174), m = a(m, p, d, h, e[r], 11, -358537222), h = a(h, m, p, d, e[r + 3], 16, -722521979), d = a(d, h, m, p, e[r + 6], 23, 76029189), p = a(p, d, h, m, e[r + 9], 4, -640364487), m = a(m, p, d, h, e[r + 12], 11, -421815835), h = a(h, m, p, d, e[r + 15], 16, 530742520), d = a(d, h, m, p, e[r + 2], 23, -995338651), p = u(p, d, h, m, e[r], 6, -198630844), m = u(m, p, d, h, e[r + 7], 10, 1126891415), h = u(h, m, p, d, e[r + 14], 15, -1416354905), d = u(d, h, m, p, e[r + 5], 21, -57434055), p = u(p, d, h, m, e[r + 12], 6, 1700485571), m = u(m, p, d, h, e[r + 3], 10, -1894986606), h = u(h, m, p, d, e[r + 10], 15, -1051523), d = u(d, h, m, p, e[r + 1], 21, -2054922799), p = u(p, d, h, m, e[r + 8], 6, 1873313359), m = u(m, p, d, h, e[r + 15], 10, -30611744), h = u(h, m, p, d, e[r + 6], 15, -1560198380), d = u(d, h, m, p, e[r + 13], 21, 1309151649), p = u(p, d, h, m, e[r + 4], 6, -145523070), m = u(m, p, d, h, e[r + 11], 10, -1120210379), h = u(h, m, p, d, e[r + 2], 15, 718787259), d = u(d, h, m, p, e[r + 9], 21, -343485551), p = t(p, s), d = t(d, c), h = t(h, l), m = t(m, f); return [p, d, h, m] } function c(e) { var t, n = ""; for (t = 0; t < 32 * e.length; t += 8) n += String.fromCharCode(e[t >> 5] >>> t % 32 & 255); return n } function l(e) { var t, n = []; for (n[(e.length >> 2) - 1] = void 0, t = 0; t < n.length; t += 1) n[t] = 0; for (t = 0; t < 8 * e.length; t += 8) n[t >> 5] |= (255 & e.charCodeAt(t / 8)) << t % 32; return n } function f(e) { return c(s(l(e), 8 * e.length)) } function p(e, t) { var n, r, o = l(e), i = [], a = []; for (i[15] = a[15] = void 0, o.length > 16 && (o = s(o, 8 * e.length)), n = 0; 16 > n; n += 1) i[n] = 909522486 ^ o[n], a[n] = 1549556828 ^ o[n]; return r = s(i.concat(l(t)), 512 + 8 * t.length), c(s(a.concat(r), 640)) } function d(e) { var t, n, r = "0123456789abcdef", o = ""; for (n = 0; n < e.length; n += 1) t = e.charCodeAt(n), o += r.charAt(t >>> 4 & 15) + r.charAt(15 & t); return o } function h(e) { return unescape(encodeURIComponent(e)) } function m(e) { return f(h(e)) } function g(e) { return d(m(e)) } function v(e, t) { return p(h(e), h(t)) } function y(e, t) { return d(v(e, t)) } function b(e, t, n) { return t ? n ? v(t, e) : y(t, e) : n ? m(e) : g(e) } "function" == typeof define && define.amd ? define("static/js/lib/md5", ["require"], function() { return b }) : "object" == typeof module && module.exports ? module.exports = b : e.md5 = b}(this)
五.最后
我还发现了头条有个简约版,研究后发现这个简约版应该更好爬一些。
访问的格式是p+页码,直接读取每页里面的链接,就可以进行爬取了,就不再通过json串来获取文章地址,也不需要传什么限制参数,在本项目上稍加改动就可以了
看完上述内容,你们掌握java spring+mybatis整合如何实现今日头条搞笑动态图片的爬取的方法了吗?如果还想学到更多技能或想了解更多相关内容,欢迎关注编程网行业资讯频道,感谢各位的阅读!
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