刚开始接触网络爬虫,怎一个“菜”字了得!经过几次的折磨,对其原理以及其中用到的json技术有了大致的了解,故作一总结,供有同样迷惑的朋友参考学习。
自己爬取的网站内容为12306的余票查询模块。利用火狐浏览器为Web开发者置的Web控制台,可得到爬取网页的请求网址,如下图所示:
其中的请求网址即为我们需要爬取的网址。另外,可得知其请求协议采用的是Https协议,采用GET方式访问。爬取源代码如下所示:
public static String queryDate = "2015-04-19"; public static String from_station = "JNK"; public static String to_station = "BJP"; public static void main(String[] args) throws Exception { HostnameVerifier hv = new HostnameVerifier() { public boolean verify(String urlHostName, SSLSession session) { System.out.println("Warning: URL Host: " + urlHostName + " vs. " + session.getPeerHost()); return true; } }; String url = "https://kyfw.12306.cn/otn/lcxxcx/query?purpose_codes=ADULT&queryDate=" + queryDate + "&from_station=" + from_station + "&to_station=" + to_station; ProtocolUrlValidator.trustAllHttpsCertificates(); HttpsURLConnection.setDefaultHostnameVerifier(hv); String result = WebServiceUtil.invokeByHTTPGET(url, null); Gson gson = new Gson(); Trains trains = gson.fromJson(result, Trains.class); List<Item> items = trains.getData().getItems(); if (trains.getHttpstatus() != 200) { trains.getMessages(); } else { if (items != null && items.size() != 0) for (Item item : items) { System.out.println(item); } } } }
<span style="font-size:14px;">由于使用的协议为Https,故访问之前需要先进行证书的校验。其中蓝色代码块为我们需要访问的网址,涉及到的invokeByHTTPGET(url,null)代码如下所示:</span>
<span style="font-size:18px;">public class WebServiceUtil { /** * 通过SOAP1.1协议调用Web服务 * * @param wsdl WSDL路径 * @param method 方法名 * @param namespace 命名空间 * @param headerParameters 头参数 * @param bodyParameters 体参数 * @param isBodyParametersNS 体参数是否有命名空间 * @return String * @throws Exception */ public static String invokeBySoap11(String wsdl, String method, String namespace, Map<String, String> headerParameters, Map<String, String> bodyParameters, boolean isBodyParametersNS) throws Exception { StringBuffer soapOfResult = null; // 去除 ?wsdl,获取方法列表 int length = wsdl.length(); wsdl = wsdl.substring(0, length - 5); URL url = new URL(wsdl); HttpURLConnection conn = (HttpURLConnection) url.openConnection(); conn.setRequestMethod("POST"); conn.setDoInput(true); conn.setDoOutput(true); conn.setRequestProperty("Content-Type", "text/xml;charset=utf-8"); OutputStream out = conn.getOutputStream(); // 获取soap1.1版本消息 StringBuilder sb = new StringBuilder(); sb.append("<soap:Envelope xmlns:xsi=\"http://www.w3.org/2001/XMLSchema-instance\" xmlns:xsd=\"http://www.w3.org/2001/XMLSchema\" xmlns:soap=\"http://schemas.xmlsoap.org/soap/envelope/\" "); sb.append("xmlns:ns0=\"" + namespace + "\""); sb.append(">"); if (headerParameters != null) { sb.append("<soap:Header>"); for (Entry<String, String> headerParameter : headerParameters .entrySet()) { sb.append("<ns0:"); sb.append(headerParameter.getKey()); sb.append(">"); sb.append(headerParameter.getValue()); sb.append("</ns0:"); sb.append(headerParameter.getKey()); sb.append(">"); } sb.append("</soap:Header>"); } sb.append("<soap:Body><ns0:"); sb.append(method); sb.append(">"); // 输入参数 if (bodyParameters != null) { for (Entry<String, String> inputParameter : bodyParameters .entrySet()) { if (isBodyParametersNS) { sb.append("<ns0:"); sb.append(inputParameter.getKey()); sb.append(">"); sb.append(inputParameter.getValue()); sb.append("</ns0:"); sb.append(inputParameter.getKey()); sb.append(">"); } else { sb.append("<"); sb.append(inputParameter.getKey()); sb.append(">"); sb.append(inputParameter.getValue()); sb.append("</"); sb.append(inputParameter.getKey()); sb.append(">"); } } } sb.append("</ns0:"); sb.append(method); sb.append("></soap:Body></soap:Envelope>"); //System.out.println(sb.toString()); out.write(sb.toString().getBytes()); int code = conn.getResponseCode(); if (code == 200) { InputStream is = conn.getInputStream(); byte[] b = new byte[1024]; int len = 0; soapOfResult = new StringBuffer(); while ((len = is.read(b)) != -1) { String s = new String(b, 0, len, "UTF-8"); soapOfResult.append(s); } } conn.disconnect(); return soapOfResult == null ? null : soapOfResult.toString(); } /** * 通过SOAP1.2协议调用Web服务 * * @param wsdl * @param method * @param namespace * @param headerParameters * @param bodyParameters * @param isBodyParametersNS * @return * @throws Exception */ public static String invokeBySoap12(String wsdl, String method, String namespace, Map<String, String> headerParameters, Map<String, String> bodyParameters, boolean isBodyParametersNS) throws Exception { StringBuffer soapOfResult = null; // 去除 ?wsdl int length = wsdl.length(); wsdl = wsdl.substring(0, length - 5); URL url = new URL(wsdl); HttpURLConnection conn = (HttpURLConnection) url.openConnection(); conn.setRequestMethod("POST"); conn.setDoInput(true); conn.setDoOutput(true); conn.setRequestProperty("Content-Type", "text/xml;charset=utf-8"); OutputStream out = conn.getOutputStream(); // 获取soap1.1版本消息 StringBuilder sb = new StringBuilder(); sb.append("<soap12:Envelope xmlns:xsi=\"http://www.w3.org/2001/XMLSchema-instance\" xmlns:xsd=\"http://www.w3.org/2001/XMLSchema\" soap12:Envelope xmlns:xsi=\"http://www.w3.org/2001/XMLSchema-instance\" "); sb.append("xmlns:ns0=\"" + namespace + "\""); sb.append(">"); if (headerParameters != null) { sb.append("<soap12:Header>"); for (Entry<String, String> headerParameter : headerParameters .entrySet()) { sb.append("<ns0:"); sb.append(headerParameter.getKey()); sb.append(">"); sb.append(headerParameter.getValue()); sb.append("</ns0:"); sb.append(headerParameter.getKey()); sb.append(">"); } sb.append("</soap12:Header>"); } sb.append("<soap12:Body><ns0:"); sb.append(method); sb.append(">"); // 输入参数 if (bodyParameters != null) { for (Entry<String, String> inputParameter : bodyParameters .entrySet()) { if (isBodyParametersNS) { sb.append("<ns0:"); sb.append(inputParameter.getKey()); sb.append(">"); sb.append(inputParameter.getValue()); sb.append("</ns0:"); sb.append(inputParameter.getKey()); sb.append(">"); } else { sb.append("<"); sb.append(inputParameter.getKey()); sb.append(">"); sb.append(inputParameter.getValue()); sb.append("</"); sb.append(inputParameter.getKey()); sb.append(">"); } } } sb.append("</ns0:"); sb.append(method); sb.append("></soap12:Body></soap12:Envelope>"); System.out.println(sb.toString()); out.write(sb.toString().getBytes()); int code = conn.getResponseCode(); if (code == 200) { InputStream is = conn.getInputStream(); byte[] b = new byte[1024]; int len = 0; soapOfResult = new StringBuffer(); while ((len = is.read(b)) != -1) { String s = new String(b, 0, len, "UTF-8"); soapOfResult.append(s); } } conn.disconnect(); return soapOfResult == null ? null : soapOfResult.toString(); } /** * 通过HTTP POST传参方式调用服务 * * @param urlPath * @param method * @param namespace * @param inputParameters * @return * @throws Exception */ public static String invokeByHTTPPOST(String urlPath, Map<String, String> inputParameters) throws Exception { StringBuffer resultStr = null; URL url = new URL(urlPath); HttpURLConnection conn = (HttpURLConnection) url.openConnection(); conn.setRequestMethod("POST"); conn.setDoInput(true); conn.setDoOutput(true); conn.setRequestProperty("Content-Type", "application/x-www-form-urlencoded"); StringBuilder sb = new StringBuilder(); // 输入参数 if (inputParameters != null) { for (Entry<String, String> inputParameter : inputParameters .entrySet()) { sb.append(inputParameter.getKey()); sb.append("="); sb.append(inputParameter.getValue()); sb.append("&"); } sb.deleteCharAt(sb.length() - 1); } System.out.println(sb.toString()); OutputStream out = conn.getOutputStream(); out.write(sb.toString().getBytes()); int code = conn.getResponseCode(); if (code == 200) { InputStream is = conn.getInputStream(); byte[] b = new byte[1024]; int len = 0; resultStr = new StringBuffer(); while ((len = is.read(b)) != -1) { String s = new String(b, 0, len, "UTF-8"); resultStr.append(s); } } conn.disconnect(); return resultStr == null ? null : resultStr.toString(); } /** * 通过HTTP GET传参方式调用服务 * * @param urlPath url路径 * @param method 方法名 * @param namespace 命名空间 * @param inputParameters 输入参数 * @return String * @throws Exception */ public static String invokeByHTTPGET(String urlPath, Map<String, String> inputParameters) throws Exception { StringBuilder sb = new StringBuilder(); sb.append(urlPath); // GET参数 if (inputParameters != null) { sb.append("?"); //entrySet()方法 返回此映射中包含的映射关系的 set 视图集合 //Map.Entry表示单个映射关系即一个key+value for (Entry<String, String> inputParameter : inputParameters .entrySet()) { sb.append(inputParameter.getKey()); sb.append("="); sb.append(inputParameter.getValue()); sb.append("&"); } //作用:去除最后一个拼接的'&'字符 sb.deleteCharAt(sb.length() - 1); } System.out.println(sb.toString()); URL url = new URL(sb.toString()); HttpURLConnection conn = (HttpURLConnection) url.openConnection(); conn.setRequestMethod("GET"); conn.setDoOutput(true); int code = conn.getResponseCode(); StringBuffer resultString = null; if (code == 200) { InputStream is = conn.getInputStream(); byte[] b = new byte[4096]; int len = 0; resultString = new StringBuffer(); while ((len = is.read(b)) != -1) { String s = new String(b, 0, len, "UTF-8"); //System.out.println(len+">>>>"+s); resultString.append(s); } } conn.disconnect(); return resultString == null ? null : resultString.toString(); }</span>
以上代码块涉及到的发送请求方式有通过SOAP1.1协议调用Web服务、通过SOAP1.2协议调用Web服务、
通过HTTP POST传参方式调用服务和通过HTTP GET传参方式调用服务。其具体的请求方式在源代码中以注释方式以详细给出,故此处不再赘述。
在爬取过程中,我们还需要用到json在线校验工具,网址为:点击打开链接。主要利用此工具完成的操作为:验证json格式的正确性,根据json串生成相应的POJO类。如下图所示:
json格式校验
生成POJO类
<span style="font-size:18px;">至此,网络爬虫的过程基本结束。此次实验的返回结果如下图所示:</span>
注:自己对GSon解析json还存在一定的误区。对于json串中的Key,其实是与相应类中的变量名一一对应的,否则,在解析式将会是null!例如,
以上的json串中存在key为data,则在创建POJO时,不可随意更变变量名,若将private List<Item> datas;改写为private List<Item> items;则会使变List<Item> items = trains.getData().getItems();返回null。若自己需要更改变量名的话,可以采用注解的方式解决,例如@SerializedName("datas")private List<Item> items;