100字范文 > 关于淘宝网评论数据的抓取

关于淘宝网评论数据的抓取

时间：2022-04-23 18:32:27

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关于淘宝网评论数据的抓取

第一步如何获取商品基本信息

我们打开多张淘宝的商品网页，分析网页的URL组成，寻找其中的规律，下面给出一个例子

我们发现了一个规律就是/item.htm?id=商品id

（这个只适用于大部分商品）

第二步观察浏览器是如何获取指定商品的评论数据

我们在浏览器中是可以浏览商品的评论数据的，我可以借助chrome浏览器的开发者工具，监测我们在浏览商品的评论数据的时候访问了那些链接，分析出我们是从哪一个链接中获得了评论数据，这个是关键点。下面是分析过程

我们从上图可以知道，评论数据是怎么来的了，关键是要弄清楚这个评论数据的url是怎么来的就好说了，这是我们接下来要解决的文件

第三步评论数据的url怎么来的

对于/detailCommon.htm?callback=jsonp_reviews_summary2&userNumId=23131616&auctionNumId=44490418808&siteID=4&ua=

这么一个连接，不可能是凭空产生的，那么它唯一的来源就是商品页面，就包含了它，或者它的各个部分，那么我就去分析商品页面的源码，其实源码其实很多，不好找，把 /detailCommon.htm 这一段，作为关键字去搜索就得到了

我们在这个地方就可以得到了淘宝评论的url，

<div id="reviews"data-reviewApi="///detail_rate.htm?userNumId=23131616&auctionNumId=44490418808&showContent=1&currentPage=1&ismore=0&siteID=4"data-reviewCountApi=""data-listApi="///feedRateList.htm?userNumId=23131616&auctionNumId=44490418808&siteID=4"data-commonApi="///detailCommon.htm?userNumId=23131616&auctionNumId=44490418808&siteID=4"data-usefulApi="///vote_useful.htm?userNumId=23131616&auctionNumId=44490418808"></div>

那么接下来就看程序实现了

首先我们要模拟浏览器去访问一个淘宝的商品页面，那么就用HttpClient，

private static List<CommentInfo> grabData(String id) {// TODO Auto-generated method stubString goodUrl=baseUrl+id;log("开始分析商品 "+id+"网页数据:"+goodUrl);String html = null;//打开商品所在的html页面try {html = Client.sendGet(goodUrl);} catch (IOException e) {// TODO Auto-generated catch blocke.printStackTrace();}//如果商品页面打开失败则返回if(html==null){log("打开商品页面失败,"+goodUrl);return null;}//分析商品页面，提取其中的评论数据的urlString url= analysis(html);//String temp="/feedRateList.htm?_ksTS=1430057796067_1323&callback=jsonp_reviews_list&userNumId=1753146414&auctionNumId=39232136537&siteID=1&currentPageNum=1&rateType=&orderType=sort_weight&showContent=1&attribute=&ua=";if(url==null){log("提取商品评论数据url失败，终止分析");return null;}//获得商品的评论数据 List<CommentInfo> list=analysisComments(url);return list;}

我们访问了商品页面，那么就要获得其中的评论数据的url，

关键在于找到<div id="reviews"

这个标签，然后再去访问这个标签的

data-listApi="///feedRateList.htm?userNumId=23131616&auctionNumId=44490418808&siteID=4"这个属性的值，这个值就是我们要的评论数据url了。这个使用JSoup就可以用上了

/**

* 根据商品的html获得商品评论数据的url

* @param html 商品的html

* @return 评论数据的url，如果无法获取的话，就返回null

public static String analysis(String html)

{

Document doc=Jsoup.parse(html);

Element e=doc.getElementById("reviews");if(e!=null){System.out.println(e.html());String url=e.attr("data-listapi");System.out.println(url);return url;}return null;}

到这里，一切都很明白了，以下是全部代码

主类

/*** author:tanqidong* create Time:4月26日,下午8:53:03* description:* fileName:DataObtainer.java */package puter.test;import java.io.IOException;import java.util.ArrayList;import java.util.List;import org.apache.http.client.ClientProtocolException;import org.jsoup.Jsoup;import org.jsoup.nodes.Document;import org.jsoup.nodes.Element;import com.alibaba.fastjson.JSONArray;import com.alibaba.fastjson.JSONObject;import com.mentInfoApp;import com.mentInfo;import .Client;import com.google.gson.Gson;/*** @author **/public class DataObtainer {/*** 商品基本的url*/private static final String baseUrl="/item.htm?id=";/*** 查询评论附带的参数*/private static final String urlCondition="&callback=jsonp_reviews_list&rateType=&orderType=sort_weight&showContent=1&attribute=&ua=&currentPageNum=";/*** 输出日志标签*/private static final String defaultTag = "DataObtainer";/** 默认抓取的评论条数*/private static final int defaultCommentCount=100;/*** @param args* @throws IOException * @throws ClientProtocolException */public static void main(String[] args) throws ClientProtocolException, IOException {// TODO Auto-generated method stub//这里修改商品id，做测试String id="44413860299";//抓取商品评论数据List<CommentInfo> list=grabData(id);if(list==null){log("获取评论数据失败");System.exit(1);}if(list.size()==0){log("获取评论数据条数为0");System.exit(1);}// DBConnection db=new DBConnection();CommentInfoApp cia=new CommentInfoApp();log("抓取的条数:"+list.size());//预览商品评论数据for(CommentInfo ci:list){log(ci.getDate()+":"+ci.getContent());ci.setTaoBaoId(id);//保存到数据库// db.insert(ci);cia.addComment(ci);}}/*** 根据商品数据，获取商品的评论数据* @param id 商品id*/private static List<CommentInfo> grabData(String id) {// TODO Auto-generated method stubString goodUrl=baseUrl+id;log("开始分析商品 "+id+"网页数据:"+goodUrl);String html = null;//打开商品所在的html页面try {html = Client.sendGet(goodUrl);} catch (IOException e) {// TODO Auto-generated catch blocke.printStackTrace();}//如果商品页面打开失败则返回if(html==null){log("打开商品页面失败,"+goodUrl);return null;}//分析商品页面，提取其中的评论数据的urlString url= analysis(html);//String temp="/feedRateList.htm?_ksTS=1430057796067_1323&callback=jsonp_reviews_list&userNumId=1753146414&auctionNumId=39232136537&siteID=1&currentPageNum=1&rateType=&orderType=sort_weight&showContent=1&attribute=&ua=";if(url==null){log("提取商品评论数据url失败，终止分析");return null;}//获得商品的评论数据 List<CommentInfo> list=analysisComments(url);return list;}/*** 分析获取评论数据对象* @param url 评论数据的url* @return 评论数据对象列表，如果获取失败则返回null*/private static List<CommentInfo> analysisComments(String url) {// TODO Auto-generated method stub/** 由于评论有多个页面，暂时无法获取评论的总分页数，所以这里采用循环，当获取的页面数据为null，即该页的评论数据条数为0，那么* 那么就认为该页，是评论的最后一页，结束循环 */String html=null;int page=1;//默认从第一页开始获取商品评论数据//商品评论数据对象总列表List<CommentInfo> data=new ArrayList<CommentInfo>();while(true){log("开始分析商品评论数据页面:"+page);//根据页号，获得商品评论数据html=getComments(url,page);log(html);//如果商品评论页面打开失败则返回if(html==null){log("获取商品评论页面失败，结束获取");return null;}//对商品评论数据的分析，预处理获得标准的json格式// String []term=html.split("\\(");//根据(分割字符串html.replace("jsonp_reviews_list(", "");//if(term.length>=2 && term[1].length()>0)if(html.contains("jsonp_reviews_list(")){//term[1]=term[1].trim();//去掉字符串前后的空格//String jsonData=term[1].substring(0, term[1].length()-1); //去掉字符串后面的)符号String jsonData=html.replace("jsonp_reviews_list(", "");jsonData=jsonData.trim();jsonData=jsonData.substring(0, jsonData.length()-1); //去掉字符串后面的)符号//解析json 字符串，获得评论数据对象列表List<CommentInfo> list=analysisJson(jsonData);// 如果对象列表为空，则结束循环if(list==null){log("当前页面："+page+" 已经没有更多数据了，结束获取");// 结束获取评论页面的循环break;}else{//将获得的评论数据列表添加到总数据列表if(data.size()+list.size()<=defaultCommentCount)data.addAll(list);else{for(int i=0;i<list.size();i++){data.add(list.get(i));if(data.size()>=defaultCommentCount){break;}}}if(data.size()>=defaultCommentCount){break;}}}else{log("获得的商品数据格式无法解析："+html);log("结束获取");// 数据抓取过程中出现错误，终止循环break;}//页号自增page++;}return data;}/*** @param url 商品评论的url* @param page 商品评论的页号* @return 商品页面数据*/private static String getComments(String url, int page) {// TODO Auto-generated method stubString html=null;String commentUrl=url+urlCondition+page;if(!commentUrl.startsWith("http:"))commentUrl="http:"+commentUrl;try {html=Client.sendGet(commentUrl,"GBK");} catch (IOException e) {// TODO Auto-generated catch blocke.printStackTrace();log("打开页面失败! "+commentUrl);}//System.out.println(html);return html;}/*** 将评论的json字符串，解析成对象* @param html json字符串* @return CommentInfo对象列表*/public static List<CommentInfo> analysisJson(String html){List<CommentInfo> list=new ArrayList<CommentInfo>();// Gson gson=new Gson();//JsonData data=gson.fromJson(html, JsonData.class);JSONArray ja=null;try{JSONObject jo=JSONObject.parseObject(html);ja=jo.getJSONArray("comments");}catch(Exception e){log(html);}if(ja==null){return null;}for(int i=0;i<ja.size();i++){JSONObject jai=ja.getJSONObject(i);String content= jai.getString("content");String date =jai.getString("date");CommentInfo ci=new CommentInfo(date, content);//System.out.println(content+"-->"+date);list.add(ci);}return list;}/*** 根据商品的html获得商品评论数据的url* @param html 商品的html* @return 评论数据的url，如果无法获取的话，就返回null*/public static String analysis(String html){Document doc=Jsoup.parse(html);Element e=doc.getElementById("reviews");if(e!=null){System.out.println(e.html());String url=e.attr("data-listapi");System.out.println(url);return url;}return null;}private static void log(String ss){log(defaultTag,ss);}private static void log(String tag,String ss){System.out.println(tag+": "+ss);}}

网络访问类

package ; import java.io.ByteArrayOutputStream;import java.io.File;import java.io.IOException;import java.io.InputStream;import java.util.ArrayList;import java.util.List;import java.util.Map;import java.util.Set;import org.apache.http.HttpEntity;import org.apache.http.HttpResponse;import org.apache.http.NameValuePair;import org.apache.http.client.ClientProtocolException;import org.apache.http.client.CookieStore;import org.apache.http.client.HttpClient;import org.apache.http.client.entity.UrlEncodedFormEntity;import org.apache.http.client.methods.HttpGet;import org.apache.http.client.methods.HttpPost;import org.apache.http.client.params.ClientPNames;import org.apache.http.client.params.CookiePolicy;import org.apache.http.client.protocol.ClientContext;import org.apache.http.cookie.Cookie;import org.apache.http.entity.BufferedHttpEntity;import org.apache.http.entity.mime.MultipartEntityBuilder;import org.apache.http.impl.client.BasicCookieStore;import org.apache.http.impl.client.DefaultHttpClient;import org.apache.http.message.BasicNameValuePair;import org.apache.http.protocol.BasicHttpContext;import org.apache.http.protocol.HttpContext;public class Client {public static HttpClient httpClient=new DefaultHttpClient();private static Cookie mCookie=null;private static CookieStore mCookieStore=null;public static HttpClient getHttpClient(){if(httpClient==null){httpClient=new DefaultHttpClient();httpClient.getParams().setParameter(ClientPNames.COOKIE_POLICY, CookiePolicy.BEST_MATCH);// User-Agent Mozilla/4.0 (compatible; MSIE 7.0; Windows NT 6.1; WOW64; Trident/7.0; SLCC2; .NET CLR 2.0.50727; .NET CLR 3.5.30729; .NET CLR 3.0.30729; Media Center PC 6.0; InfoPath.3; .NET4.0C; .NET4.0E; Shuame)httpClient.getParams().setParameter("User-Agent","Mozilla/4.0 (compatible; MSIE 7.0; Windows NT 6.1; WOW64; Trident/7.0; SLCC2; .NET CLR 2.0.50727; .NET CLR 3.5.30729; .NET CLR 3.0.30729; Media Center PC 6.0; InfoPath.3; .NET4.0C; .NET4.0E; Shuame)");/*// ��֤��// ��Ϲд�ģ��ʵ��дhttpClient.getCredentialsProvider().setCredentials(new AuthScope("10.60.8.20", 8080),new UsernamePasswordCredentials("username", "password"));// ��ʵ�Ŀ��վ�㣬�˿ں�Э��HttpHost targetHost = new HttpHost("", 443, "https");// ��?HttpHost proxy = new HttpHost("10.60.8.20", 8080);httpClient.getParams().setParameter(ConnRoutePNames.DEFAULT_PROXY, proxy);// Ŀ��?HttpGet httpget = new HttpGet("/adsense/login/zh_CN/?");System.out.println("Ŀ��: " + targetHost);System.out.println("��: " + httpget.getRequestLine());System.out.println("��: " + proxy);*/}return httpClient;}public static byte[] sendGet_byte(String url){getHttpClient();byte[] data=null;httpClient=new DefaultHttpClient();HttpGet httpGet=new HttpGet(url);InputStream is=null;HttpContext httpContext=new BasicHttpContext();if(mCookieStore==null){mCookieStore=new BasicCookieStore();}httpContext.setAttribute(ClientContext.COOKIE_STORE, mCookieStore);HttpResponse httpResponse;try {httpResponse = httpClient.execute(httpGet,httpContext);HttpEntity httpEntity=httpResponse.getEntity();if(httpEntity!=null){is=httpEntity.getContent();}} catch (IOException e) {// TODO Auto-generated catch blocke.printStackTrace();}if(is!=null){data=readStream(is);}return data;}public static String sendGet(String url) throws ClientProtocolException, IOException{getHttpClient();String result = null;httpClient = new DefaultHttpClient();HttpGet get = new HttpGet(url);InputStream in = null;HttpContext context = new BasicHttpContext();if(mCookieStore==null)mCookieStore = new BasicCookieStore();context.setAttribute(ClientContext.COOKIE_STORE, mCookieStore); try {// long t1=System.currentTimeMillis();HttpResponse response = httpClient.execute(get,context);// System.out.println(System.currentTimeMillis()-t1);List<Cookie> cookies = mCookieStore.getCookies();if (!cookies.isEmpty()) {for (int i = cookies.size(); i > 0; i --) {Cookie cookie = cookies.get(i - 1);if (cookie.getName().equalsIgnoreCase("IRSSessionID")) {mCookie=cookie;System.out.println(cookie.getValue());}}}HttpEntity entity = response.getEntity();if (entity != null) {entity = new BufferedHttpEntity(entity);in = entity.getContent();byte[] read = new byte[1024];byte[] all = new byte[0];int num;while ((num = in.read(read)) > 0) {byte[] temp = new byte[all.length + num];System.arraycopy(all, 0, temp, 0, all.length);System.arraycopy(read, 0, temp, all.length, num);all = temp;}result = new String(all, "UTF-8");}} finally {if (in != null) in.close();get.abort();}return result;}public static String sendGet(String url,String charset) throws ClientProtocolException, IOException{getHttpClient();String result = null;httpClient = new DefaultHttpClient();HttpGet get = new HttpGet(url);InputStream in = null;HttpContext context = new BasicHttpContext();if(mCookieStore==null)mCookieStore = new BasicCookieStore();context.setAttribute(ClientContext.COOKIE_STORE, mCookieStore); try {// long t1=System.currentTimeMillis();HttpResponse response = httpClient.execute(get,context);// System.out.println(System.currentTimeMillis()-t1);List<Cookie> cookies = mCookieStore.getCookies();if (!cookies.isEmpty()) {for (int i = cookies.size(); i > 0; i --) {Cookie cookie = cookies.get(i - 1);if (cookie.getName().equalsIgnoreCase("IRSSessionID")) {mCookie=cookie;System.out.println(cookie.getValue());}}}HttpEntity entity = response.getEntity();if (entity != null) {entity = new BufferedHttpEntity(entity);in = entity.getContent();byte[] read = new byte[1024];byte[] all = new byte[0];int num;while ((num = in.read(read)) > 0) {byte[] temp = new byte[all.length + num];System.arraycopy(all, 0, temp, 0, all.length);System.arraycopy(read, 0, temp, all.length, num);all = temp;}result = new String(all, charset);}} finally {if (in != null) in.close();get.abort();}return result;}public static String sendPost(String url, Map<String, String> params) throws ClientProtocolException, IOException{String result = null;HttpClient httpClient = new DefaultHttpClient();HttpPost get = new HttpPost(url);// ��б� List<NameValuePair> qparams = new ArrayList<NameValuePair>(); Set<String> keys = params.keySet();for (String key : keys) {qparams.add(new BasicNameValuePair(key, params.get(key)));}// �� get.setEntity(new UrlEncodedFormEntity(qparams,"GBK"));HttpContext httpContext=new BasicHttpContext();if(mCookieStore==null)mCookieStore = new BasicCookieStore();// mCookieStore.addCookie(mCookie);httpContext.setAttribute(ClientContext.COOKIE_STORE, mCookieStore); HttpResponse response = httpClient.execute(get,httpContext);HttpEntity entity = response.getEntity();if (entity != null) {entity = new BufferedHttpEntity(entity);InputStream in = entity.getContent();//byte[] all= readStream(in);byte[] read = new byte[1024];byte[] all = new byte[0];int num;while ((num = in.read(read)) > 0) {byte[] temp = new byte[all.length + num];System.arraycopy(all, 0, temp, 0, all.length);System.arraycopy(read, 0, temp, all.length, num);all = temp;}result = new String(all,"UTF-8");if (null != in) {in.close();}}get.abort();return result;}public static String sendPost(String url, Map<String, String> params,String charset) throws ClientProtocolException, IOException{String result = null;HttpClient httpClient = new DefaultHttpClient();HttpPost get = new HttpPost(url);// ��б� List<NameValuePair> qparams = new ArrayList<NameValuePair>(); if(params!=null){Set<String> keys = params.keySet();for (String key : keys) {qparams.add(new BasicNameValuePair(key, params.get(key)));}}// �� get.setEntity(new UrlEncodedFormEntity(qparams,charset));//get.addHeader("Content-Type", "application/json; charset=UTF-8");HttpContext httpContext=new BasicHttpContext();if(mCookieStore==null)mCookieStore = new BasicCookieStore();// mCookieStore.addCookie(mCookie);httpContext.setAttribute(ClientContext.COOKIE_STORE, mCookieStore); HttpResponse response = httpClient.execute(get,httpContext);HttpEntity entity = response.getEntity();if (entity != null) {entity = new BufferedHttpEntity(entity);InputStream in = entity.getContent();//byte[] all= readStream(in);byte[] read = new byte[1024];byte[] all = new byte[0];int num;while ((num = in.read(read)) > 0) {byte[] temp = new byte[all.length + num];System.arraycopy(all, 0, temp, 0, all.length);System.arraycopy(read, 0, temp, all.length, num);all = temp;}result = new String(all,charset);if (null != in) {in.close();}}get.abort();return result;}/*** @param is* @return* @throws IOException ��д��* @Description:*/private static byte[] readStream(InputStream is) {int tmp=0;byte[] buffer=new byte[1024];ByteArrayOutputStream baos=new ByteArrayOutputStream();try {while((tmp=is.read(buffer))!=-1){baos.write(buffer, 0, tmp);}} catch (IOException e) {// TODO Auto-generated catch blocke.printStackTrace();}return baos.toByteArray();}public static String sendGet(String url, Map<String, String> params) throws ClientProtocolException, IOException {Set<String> keys = params.keySet();StringBuilder urlBuilder = new StringBuilder(url + "?");for (String key : keys) {urlBuilder.append(key).append("=").append(params.get(key)).append("&");}urlBuilder.delete(urlBuilder.length() - 1, urlBuilder.length());return sendGet(urlBuilder.toString());}/*public static HttpClient getHttpClient(Context paramContext){BasicHttpParams localBasicHttpParams = new BasicHttpParams();HttpConnectionParams.setConnectionTimeout(localBasicHttpParams, 50000);HttpConnectionParams.setSoTimeout(localBasicHttpParams, 200000);DefaultHttpClient localDefaultHttpClient = new DefaultHttpClient(localBasicHttpParams);if (!((WifiManager)paramContext.getSystemService("wifi")).isWifiEnabled()){Uri localUri = Uri.parse("content://telephony/carriers/preferapn");Cursor localCursor = paramContext.getContentResolver().query(localUri, null, null, null, null);if ((localCursor != null) && (localCursor.moveToFirst())){String str = localCursor.getString(localCursor.getColumnIndex("proxy"));if ((str != null) && (str.trim().length() > 0)){HttpHost localHttpHost = new HttpHost(str, 80);localDefaultHttpClient.getParams().setParameter("http.route.default-proxy", localHttpHost);}localCursor.close();}}return localDefaultHttpClient;}*/public static String uploadFile(String url,String fileName,File file, Map<String, String> params, String charset) throws IOException{MultipartEntityBuilder meb=MultipartEntityBuilder.create();meb.addBinaryBody(fileName, file);getHttpClient();Set<String> keys = params.keySet();for (String key : keys) {meb.addTextBody(key, params.get(key));}HttpPost get=new HttpPost(url);get.setEntity(meb.build());HttpContext httpContext=new BasicHttpContext();if(mCookieStore==null)mCookieStore = new BasicCookieStore();// mCookieStore.addCookie(mCookie);httpContext.setAttribute(ClientContext.COOKIE_STORE, mCookieStore); HttpResponse response = null;try {response = httpClient.execute(get,httpContext);} catch (IOException e) {// TODO Auto-generated catch blocke.printStackTrace();}HttpEntity entity = response.getEntity();String result = null;if (entity != null) {entity = new BufferedHttpEntity(entity);InputStream in = entity.getContent();//byte[] all= readStream(in);byte[] read = new byte[1024];byte[] all = new byte[0];int num;while ((num = in.read(read)) > 0) {byte[] temp = new byte[all.length + num];System.arraycopy(all, 0, temp, 0, all.length);System.arraycopy(read, 0, temp, all.length, num);all = temp;}result = new String(all,charset);if (null != in) {in.close();}}get.abort();return result;}}

需要的库主要是 httpclient，jsoup，fastjson,gson,