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Java模拟新浪微博登陆抓取数据

前言:

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兄弟们来了来了,最近有人在问如何模拟新浪微博登陆抓取数据,我听后默默地抽了一口老烟,暗暗的对自己说,老汉是时候该你出场了,所以今天有时间就整理整理,浅谈一二。

首先:

要想登陆新浪微博需要预登陆,即是将账号base64加密,密码rsa加密以及请求http://login.sina.com.cn/sso/prelogin.php链接获取一些登陆需要参数,返回的接送字符串如:

{"retcode":0,"servertime":1487292003,"pcid":"gz-9e1f24c9acdefb111e1c8078558c7d9c0bf2","nonce":"VHRDG1","pubkey":"EB2A38568661887FA180BDDB5CABD5F21C7BFD59C090CB2D245A87AC253062882729293E5506350508E7F9AA3BB77F4333231490F915F6D63C55FE2F08A49B353F444AD3993CACC02DB784ABBB8E42A9B1BBFFFB38BE18D78E87A0E41B9B8F73A928EE0CCEE1F6739884B9777E4FE9E88A1BBE495927AC4A799B3181D6442443","rsakv":"1330428213","is_openlock":0,"lm":1,"smsurl":"https:\/\/login.sina.com.cn\/sso\/msglogin?entry=weibo&mobile=18360903574&s=ea7a2e91c5f1d6da7f42aa87fe6963d0","showpin":0,"exectime":222}

,接下来是预登陆处理代码:

/**
 * @author LongJin
 * @description 初始登录信息
返回false说明初始失败 * @return */ public boolean preLogin(){ boolean flag = false; try { su = new String(Base64.encodeBase64(URLEncoder.encode(username, "UTF-8").getBytes())); String url = "http://login.sina.com.cn/sso/prelogin.php?entry=weibo&rsakt=mod&checkpin=1&" + "client=ssologin.js(v1.4.5)&_=" + getTimestamp(); url += "&su=" + su; String content; content = HttpUtils.getRequest(client, url); System.out.println("content------------" + content); JSONObject json = JSONObject.fromObject(content); System.out.println(json); servertime = json.getLong("servertime"); nonce = json.getString("nonce"); rsakv = json.getString("rsakv"); pubkey = json.getString("pubkey"); flag = encodePwd(); } catch (UnsupportedEncodingException e) { System.out.println("抛出UnsupportedEncoding异常"); } catch (ClientProtocolException e) { System.out.println("抛出ClientProtocol异常"); } catch (IOException e) { System.out.println("抛出IO异常"); } return flag; }

其次:

获取登陆需要的参数后使用post请求http://login.sina.com.cn/sso/login.php,将上述预登陆后处理数据作为参数代入请求,得到结果如下:




新浪通行证



正在登录 ...


然后用正则截取其中我们想要的部分:location.replace('')中间部分,正则表达式为:

String regex = "location.replace\\('([\\s\\S]*?)'\\);";

将正则得到的结果进行处理,如果成功则使用get请求得到的链接,登陆部分的代码如下:

/**
 * @author LongJin
 * @description 登录
 * @return true:登录成功
 */
 public boolean login() {
 if(preLogin()) {
 String url = "http://login.sina.com.cn/sso/login.php?client=ssologin.js(v1.4.15)";
 List parms = new ArrayList();
 parms.add(new BasicNameValuePair("entry", "weibo"));
 parms.add(new BasicNameValuePair("geteway", "1"));
 parms.add(new BasicNameValuePair("from", ""));
 parms.add(new BasicNameValuePair("savestate", "7"));
 parms.add(new BasicNameValuePair("useticket", "1"));
 parms.add(new BasicNameValuePair("pagerefer", "http://login.sina.com.cn/sso/logout.php?entry=miniblog&r=http%3A%2F%2Fweibo.com%2Flogout.php%3Fbackurl%3D%2F"));
 parms.add(new BasicNameValuePair("vsnf", "1"));
 parms.add(new BasicNameValuePair("su", su));
 parms.add(new BasicNameValuePair("service", "miniblog"));
 parms.add(new BasicNameValuePair("servertime", servertime + ""));
 parms.add(new BasicNameValuePair("nonce", nonce));
 parms.add(new BasicNameValuePair("pwencode", "rsa2"));
 parms.add(new BasicNameValuePair("rsakv", rsakv));
 parms.add(new BasicNameValuePair("sp", sp));
 parms.add(new BasicNameValuePair("encoding", "UTF-8"));
 parms.add(new BasicNameValuePair("prelt", "182"));
 parms.add(new BasicNameValuePair("url", "http://weibo.com/ajaxlogin.php?framelogin=1&callback=parent.sinaSSOController.feedBackUrlCallBack"));
 parms.add(new BasicNameValuePair("domain", "sina.com.cn"));
 parms.add(new BasicNameValuePair("returntype", "META"));
 try {
 String content = HttpUtils.postRequest(client, url, parms);
 System.out.println("content----------" + content);
 String regex = "location.replace\\('([\\s\\S]*?)'\\);";//\\(' '\\)特殊符转译 匹配('')里面的内容//location.replace([\\s\\S]*?)
 Pattern p = Pattern.compile(regex);
 Matcher m = p.matcher(content);
 if(m.find()) {
  System.out.println("ss = "+m.group());
  location = m.group(1);
  if(location.contains("reason=")) {//如果你走进了这一步,恭喜报错了
  errInfo = location.substring(location.indexOf("reason=") + 7);
  errInfo = URLDecoder.decode(errInfo, "GBK");
  } else {
  System.out.println("location = "+location);
  String result = HttpUtils.getRequest(client, location);//.substring(2, location.length()-2)
  int beginIndex = result.indexOf("(");
  int endIndex = result.lastIndexOf(")");
  result = result.substring(beginIndex+1, endIndex);//截取括号里面的json字符串
  //content = URLDecoder.decode(content, "UTF-8");
  JSONObject jsonObject = JSONObject.fromObject(result);//转换为json
  //获取uniqueid+userdomain用于访问时带的参数
  uniqueid = jsonObject.getJSONObject("userinfo").getString("uniqueid");
  userdomain = jsonObject.getJSONObject("userinfo").getString("userdomain");
  System.out.println("result--------------" + result);
  return true;
  }
 }
 } catch (ClientProtocolException e) {
 System.out.println("抛出ClientProtocol异常");
 } catch (IOException e) {
 System.out.println("抛出IO异常");
 }
 }
 return false;
 }

补充一下密码加密部分的代码:

 private static String sina_js = "var sinaSSOEncoder=sinaSSOEncoder||{};(function(){var hexcase=0;var chrsz=8;this.hex_sha1=function(s){return binb2hex(core_sha1(str2binb(s),s.length*chrsz));};var core_sha1=function(x,len){x[len>>5]|=0x80<<(24-len%32);x[((len+64>>9)<<4)+15]=len;var w=Array(80);var a=1732584193;var b=-271733879;var c=-1732584194;var d=271733878;var e=-1009589776;for(var i=0;i>16)+(y>>16)+(lsw>>16);return(msw<<16)|(lsw&0xFFFF);};var rol=function(num,cnt){return(num<>>(32-cnt));};var str2binb=function(str){var bin=Array();var mask=(1<>5]|=(str.charCodeAt(i/chrsz)&mask)<<(24-i%32);return bin;};var binb2hex=function(binarray){var hex_tab=hexcase?'0123456789ABCDEF':'0123456789abcdef';var str='';for(var i=0;i>2]>>((3-i%4)*8+4))&0xF)+hex_tab.charAt((binarray[i>>2]>>((3-i%4)*8))&0xF);}return str;};this.base64={encode:function(input){input=''+input;if(input=='')return '';var output='';var chr1,chr2,chr3='';var enc1,enc2,enc3,enc4='';var i=0;do{chr1=input.charCodeAt(i++);chr2=input.charCodeAt(i++);chr3=input.charCodeAt(i++);enc1=chr1>>2;enc2=((chr1&3)<<4)|(chr2>>4);enc3=((chr2&15)<<2)|(chr3>>6);enc4=chr3&63;if(isNaN(chr2)){enc3=enc4=64;}else if(isNaN(chr3)){enc4=64;}output=output+this._keys.charAt(enc1)+this._keys.charAt(enc2)+this._keys.charAt(enc3)+this._keys.charAt(enc4);chr1=chr2=chr3='';enc1=enc2=enc3=enc4='';}while(i=0){var v=x*this[i++]+w[j]+c;c=Math.floor(v/0x4000000);w[j++]=v&0x3ffffff;}return c;}function am2(i,x,w,j,c,n){var xl=x&0x7fff,xh=x>>15;while(--n>=0){var l=this[i]&0x7fff;var h=this[i++]>>15;var m=xh*l+h*xl;l=xl*l+((m&0x7fff)<<15)+w[j]+(c&0x3fffffff);c=(l>>>30)+(m>>>15)+xh*h+(c>>>30);w[j++]=l&0x3fffffff;}return c;}function am3(i,x,w,j,c,n){var xl=x&0x3fff,xh=x>>14;while(--n>=0){var l=this[i]&0x3fff;var h=this[i++]>>14;var m=xh*l+h*xl;l=xl*l+((m&0x3fff)<<14)+w[j]+c;c=(l>>28)+(m>>14)+xh*h;w[j++]=l&0xfffffff;}return c;}BigInteger.prototype.am=am3;dbits=28;BigInteger.prototype.DB=dbits;BigInteger.prototype.DM=((1<=0;--i)r[i]=this[i];r.t=this.t;r.s=this.s;}function bnpFromInt(x){this.t=1;this.s=(x<0)?-1:0;if(x>0)this[0]=x;else if(x<-1)this[0]=x+DV;else this.t=0;}function nbv(i){var r=nbi();r.fromInt(i);return r;}function bnpFromString(s,b){var k;if(b==16)k=4;else if(b==8)k=3;else if(b==256)k=8;else if(b==2)k=1;else if(b==32)k=5;else if(b==4)k=2;else{this.fromRadix(s,b);return;}this.t=0;this.s=0;var i=s.length,mi=false,sh=0;while(--i>=0){var x=(k==8)?s[i]&0xff:intAt(s,i);if(x<0){if(s.charAt(i)=='-')mi=true;continue;}mi=false;if(sh==0)this[this.t++]=x;else if(sh+k>this.DB){this[this.t-1]|=(x&((1<<(this.DB-sh))-1))<>(this.DB-sh));}else this[this.t-1]|=x<=this.DB)sh-=this.DB;}if(k==8&&(s[0]&0x80)!=0){this.s=-1;if(sh>0)this[this.t-1]|=((1<<(this.DB-sh))-1)<0&&this[this.t-1]==c)--this.t;}function bnToString(b){if(this.s<0)return '-'+this.negate().toString(b);var k;if(b==16)k=4;else if(b==8)k=3;else if(b==2)k=1;else if(b==32)k=5;else if(b==4)k=2;else return this.toRadix(b);var km=(1<0){if(p>p)>0){m=true;r=int2char(d);}while(i>=0){if(p>(p+=this.DB-k);}else{d=(this[i]>>(p-=k))&km;if(p<=0){p+=this.DB;--i;}}if(d>0)m=true;if(m)r+=int2char(d);}}return m?r:'0';}function bnNegate(){var r=nbi();BigInteger.ZERO.subTo(this,r);return r;}function bnAbs(){return(this.s<0)?this.negate():this;}function bnCompareTo(a){var r=this.s-a.s;if(r!=0)return r;var i=this.t;r=i-a.t;if(r!=0)return r;while(--i>=0)if((r=this[i]-a[i])!=0)return r;return 0;}function nbits(x){var r=1,t;if((t=x>>>16)!=0){x=t;r+=16;}if((t=x>>8)!=0){x=t;r+=8;}if((t=x>>4)!=0){x=t;r+=4;}if((t=x>>2)!=0){x=t;r+=2;}if((t=x>>1)!=0){x=t;r+=1;}return r;}function bnBitLength(){if(this.t<=0)return 0;return this.DB*(this.t-1)+nbits(this[this.t-1]^(this.s&this.DM));}function bnpDLShiftTo(n,r){var i;for(i=this.t-1;i>=0;--i)r[i+n]=this[i];for(i=n-1;i>=0;--i)r[i]=0;r.t=this.t+n;r.s=this.s;}function bnpDRShiftTo(n,r){for(var i=n;i=0;--i){r[i+ds+1]=(this[i]>>cbs)|c;c=(this[i]&bm)<=0;--i)r[i]=0;r[ds]=c;r.t=this.t+ds+1;r.s=this.s;r.clamp();}function bnpRShiftTo(n,r){r.s=this.s;var ds=Math.floor(n/this.DB);if(ds>=this.t){r.t=0;return;}var bs=n%this.DB;var cbs=this.DB-bs;var bm=(1<>bs;for(var i=ds+1;i>bs;}if(bs>0)r[this.t-ds-1]|=(this.s&bm)<>=this.DB;}if(a.t>=this.DB;}c+=this.s;}else{c+=this.s;while(i>=this.DB;}c-=a.s;}r.s=(c<0)?-1:0;if(c<-1)r[i++]=this.DV+c;else if(c>0)r[i++]=c;r.t=i;r.clamp();}function bnpMultiplyTo(a,r){var x=this.abs(),y=a.abs();var i=x.t;r.t=i+y.t;while(--i>=0)r[i]=0;for(i=0;i=0)r[i]=0;for(i=0;i=x.DV){r[i+x.t]-=x.DV;r[i+x.t+1]=1;}}if(r.t>0)r[r.t-1]+=x.am(i,x[i],r,2*i,0,1);r.s=0;r.clamp();}function bnpDivRemTo(m,q,r){var pm=m.abs();if(pm.t<=0)return;var pt=this.abs();if(pt.t0){pm.lShiftTo(nsh,y);pt.lShiftTo(nsh,r);}else{pm.copyTo(y);pt.copyTo(r);}var ys=y.t;var y0=y[ys-1];if(y0==0)return;var yt=y0*(1<1)?y[ys-2]>>this.F2:0);var d1=this.FV/yt,d2=(1<=0){r[r.t++]=1;r.subTo(t,r);}BigInteger.ONE.dlShiftTo(ys,t);t.subTo(y,y);while(y.t=0){var qd=(r[--i]==y0)?this.DM:Math.floor(r[i]*d1+(r[i-1]+e)*d2);if((r[i]+=y.am(0,qd,r,j,0,ys))0)r.rShiftTo(nsh,r);if(ts<0)BigInteger.ZERO.subTo(r,r);}function bnMod(a){var r=nbi();this.abs().divRemTo(a,null,r);if(this.s<0&&r.compareTo(BigInteger.ZERO)>0)a.subTo(r,r);return r;}function Classic(m){this.m=m;}function cConvert(x){if(x.s<0||x.compareTo(this.m)>=0)return x.mod(this.m);else return x;}function cRevert(x){return x;}function cReduce(x){x.divRemTo(this.m,null,x);}function cMulTo(x,y,r){x.multiplyTo(y,r);this.reduce(r);}function cSqrTo(x,r){x.squareTo(r);this.reduce(r);}Classic.prototype.convert=cConvert;Classic.prototype.revert=cRevert;Classic.prototype.reduce=cReduce;Classic.prototype.mulTo=cMulTo;Classic.prototype.sqrTo=cSqrTo;function bnpInvDigit(){if(this.t<1)return 0;var x=this[0];if((x&1)==0)return 0;var y=x&3;y=(y*(2-(x&0xf)*y))&0xf;y=(y*(2-(x&0xff)*y))&0xff;y=(y*(2-(((x&0xffff)*y)&0xffff)))&0xffff;y=(y*(2-x*y%this.DV))%this.DV;return(y>0)?this.DV-y:-y;}function Montgomery(m){this.m=m;this.mp=m.invDigit();this.mpl=this.mp&0x7fff;this.mph=this.mp>>15;this.um=(1<<(m.DB-15))-1;this.mt2=2*m.t;}function montConvert(x){var r=nbi();x.abs().dlShiftTo(this.m.t,r);r.divRemTo(this.m,null,r);if(x.s<0&&r.compareTo(BigInteger.ZERO)>0)this.m.subTo(r,r);return r;}function montRevert(x){var r=nbi();x.copyTo(r);this.reduce(r);return r;}function montReduce(x){while(x.t<=this.mt2)x[x.t++]=0;for(var i=0;i>15)*this.mpl)&this.um)<<15))&x.DM;j=i+this.m.t;x[j]+=this.m.am(0,u0,x,i,0,this.m.t);while(x[j]>=x.DV){x[j]-=x.DV;x[++j]++;}}x.clamp();x.drShiftTo(this.m.t,x);if(x.compareTo(this.m)>=0)x.subTo(this.m,x);}function montSqrTo(x,r){x.squareTo(r);this.reduce(r);}function montMulTo(x,y,r){x.multiplyTo(y,r);this.reduce(r);}Montgomery.prototype.convert=montConvert;Montgomery.prototype.revert=montRevert;Montgomery.prototype.reduce=montReduce;Montgomery.prototype.mulTo=montMulTo;Montgomery.prototype.sqrTo=montSqrTo;function bnpIsEven(){return((this.t>0)?(this[0]&1):this.s)==0;}function bnpExp(e,z){if(e>0xffffffff||e<1)return BigInteger.ONE;var r=nbi(),r2=nbi(),g=z.convert(this),i=nbits(e)-1;g.copyTo(r);while(--i>=0){z.sqrTo(r,r2);if((e&(1<0)z.mulTo(r2,g,r);else{var t=r;r=r2;r2=t;}}return z.revert(r);}function bnModPowInt(e,m){var z;if(e<256||m.isEven())z=new Classic(m);else z=new Montgomery(m);return this.exp(e,z);}BigInteger.prototype.copyTo=bnpCopyTo;BigInteger.prototype.fromInt=bnpFromInt;BigInteger.prototype.fromString=bnpFromString;BigInteger.prototype.clamp=bnpClamp;BigInteger.prototype.dlShiftTo=bnpDLShiftTo;BigInteger.prototype.drShiftTo=bnpDRShiftTo;BigInteger.prototype.lShiftTo=bnpLShiftTo;BigInteger.prototype.rShiftTo=bnpRShiftTo;BigInteger.prototype.subTo=bnpSubTo;BigInteger.prototype.multiplyTo=bnpMultiplyTo;BigInteger.prototype.squareTo=bnpSquareTo;BigInteger.prototype.divRemTo=bnpDivRemTo;BigInteger.prototype.invDigit=bnpInvDigit;BigInteger.prototype.isEven=bnpIsEven;BigInteger.prototype.exp=bnpExp;BigInteger.prototype.toString=bnToString;BigInteger.prototype.negate=bnNegate;BigInteger.prototype.abs=bnAbs;BigInteger.prototype.compareTo=bnCompareTo;BigInteger.prototype.bitLength=bnBitLength;BigInteger.prototype.mod=bnMod;BigInteger.prototype.modPowInt=bnModPowInt;BigInteger.ZERO=nbv(0);BigInteger.ONE=nbv(1);function Arcfour(){this.i=0;this.j=0;this.S=new Array();}function ARC4init(key){var i,j,t;for(i=0;i<256;++i)this.S[i]=i;j=0;for(i=0;i<256;++i){j=(j+this.S[i]+key[i%key.length])&255;t=this.S[i];this.S[i]=this.S[j];this.S[j]=t;}this.i=0;this.j=0;}function ARC4next(){var t;this.i=(this.i+1)&255;this.j=(this.j+this.S[this.i])&255;t=this.S[this.i];this.S[this.i]=this.S[this.j];this.S[this.j]=t;return this.S[(t+this.S[this.i])&255];}Arcfour.prototype.init=ARC4init;Arcfour.prototype.next=ARC4next;function prng_newstate(){return new Arcfour();}var rng_psize=256;var rng_state;var rng_pool;var rng_pptr;function rng_seed_int(x){rng_pool[rng_pptr++]^=x&255;rng_pool[rng_pptr++]^=(x>>8)&255;rng_pool[rng_pptr++]^=(x>>16)&255;rng_pool[rng_pptr++]^=(x>>24)&255;if(rng_pptr>=rng_psize)rng_pptr-=rng_psize;}function rng_seed_time(){rng_seed_int(new Date().getTime());}if(rng_pool==null){rng_pool=new Array();rng_pptr=0;var t;while(rng_pptr>>8;rng_pool[rng_pptr++]=t&255;}rng_pptr=0;rng_seed_time();}function rng_get_byte(){if(rng_state==null){rng_seed_time();rng_state=prng_newstate();rng_state.init(rng_pool);for(rng_pptr=0;rng_pptr=0&&n>0){var c=s.charCodeAt(i--);if(c<128){ba[--n]=c;}else if((c>127)&&(c<2048)){ba[--n]=(c&63)|128;ba[--n]=(c>>6)|192;}else{ba[--n]=(c&63)|128;ba[--n]=((c>>6)&63)|128;ba[--n]=(c>>12)|224;}}ba[--n]=0;var rng=new SecureRandom();var x=new Array();while(n>2){x[0]=0;while(x[0]==0)rng.nextBytes(x);ba[--n]=x[0];}ba[--n]=2;ba[--n]=0;return new BigInteger(ba);}function RSAKey(){this.n=null;this.e=0;this.d=null;this.p=null;this.q=null;this.dmp1=null;this.dmq1=null;this.coeff=null;}function RSASetPublic(N,E){if(N!=null&&E!=null&&N.length>0&&E.length>0){this.n=parseBigInt(N,16);this.e=parseInt(E,16);}else alert('Invalid RSA public key');}function RSADoPublic(x){return x.modPowInt(this.e,this.n);}function RSAEncrypt(text){var m=pkcs1pad2(text,(this.n.bitLength()+7)>>3);if(m==null)return null;var c=this.doPublic(m);if(c==null)return null;var h=c.toString(16);if((h.length&1)==0)return h;else return '0'+h;}RSAKey.prototype.doPublic=RSADoPublic;RSAKey.prototype.setPublic=RSASetPublic;RSAKey.prototype.encrypt=RSAEncrypt;this.RSAKey=RSAKey;}).call(sinaSSOEncoder);function getpass(pwd,servicetime,nonce,rsaPubkey){var RSAKey=new sinaSSOEncoder.RSAKey();RSAKey.setPublic(rsaPubkey,'10001');var password=RSAKey.encrypt([servicetime,nonce].join('\\t')+'\\n'+pwd);return password;}";
/**
 * 密码进行RSA加密
* 返回false说明加密失败 * @return */ private boolean encodePwd() { ScriptEngineManager sem = new ScriptEngineManager(); ScriptEngine se = sem.getEngineByName("javascript"); try { // 使用js加密密码,RSA,调用js内方法 我这里使用的是字符串 也可以直接放入文件中然后读取,如下面注释部分。 se.eval(sina_js); //调用js内部函数用于加密 if (se instanceof Invocable) { Invocable iv = (Invocable) se; sp = (String) iv.invokeFunction("getpass", this.password, this.servertime, this.nonce, this.pubkey); } /* FileReader fr = new FileReader("E:\\encoder.js"); se.eval(fr); Invocable invocableEngine = (Invocable) se; String callbackvalue = (String) invocableEngine.invokeFunction("encodePwd", pubkey, servertime, nonce, password); sp = callbackvalue;*/ return true; } catch (ScriptException e) { // TODO Auto-generated catch block //e.printStackTrace(); } catch (NoSuchMethodException e) { // TODO Auto-generated catch block //e.printStackTrace(); } errInfo = "密码加密失败!"; return false; } /** * @author LongJin * @description 返回错误信息 * @return */ public String getErrInfo() { return errInfo; }

登陆部分就基本完成了。

最后来进行测试登陆抓取数据:

public static void main(String[] args) throws ClientProtocolException, IOException {
 SinaWeibo weibo = new SinaWeibo("**", "***");//账号密码在此就不透露了
 if(weibo.login()) {
 System.out.println("登陆成功!");
 InputStream con= HttpUtils.getRequests(client, "http://weibo.com/u/"+uniqueid+userdomain);//请求个人主页获取输入流
 String cont = readStreamByEncoding(con, "UTF-8");//将返回的输入流转换为字符串
 String sb =HttpUtils.getText(cont);//通过jsoup获取text内容部分
 //readStreamOutFileByEncoding(sb);也可已将获取的内容写入文件中
 } else {
 System.out.println("登录失败!");
 } 
 }

得到的结果为:

text--------------我投给了"易建联" 这个选项。 #本土MVP# 本赛季常规赛最有价值球员(MVP)评选小组由中国篮协新闻委员会成员单位代表、俱乐部推荐的地方媒体代表组成,新浪拥有一票,我们将把粉丝们的意见发给篮协。 R本赛季本土MVP是? ????

Java模拟新浪微博登陆抓取数据

到此整个登陆就完成了,望有不足之处多提点。

以上就是本文的全部内容,希望本文的内容对大家的学习或者工作能带来一定的帮助,同时也希望多多支持创新互联!


本文标题:Java模拟新浪微博登陆抓取数据
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