Java网络爬虫以fastjson提取JSON数据

什么是fastjson

fastjson是阿里巴巴的开源JSON解析库，它可以解析JSON格式的字符串，支持将Java Bean序列化为JSON字符串，也可以从JSON字符串反序列化到JavaBean

fastjson配置Maven依赖

<!-- https://mvnrepository.com/artifact/com.alibaba/fastjson -->
<dependency><groupId>com.alibaba</groupId><artifactId>fastjson</artifactId><version>1.2.79</version>
</dependency>

方法类转换图如下:

对象关系:

#mermaid-svg-9D8lbphTqD9foehN {font-family:"trebuchet ms",verdana,arial,sans-serif;font-size:16px;fill:#333;}#mermaid-svg-9D8lbphTqD9foehN .error-icon{fill:#552222;}#mermaid-svg-9D8lbphTqD9foehN .error-text{fill:#552222;stroke:#552222;}#mermaid-svg-9D8lbphTqD9foehN .edge-thickness-normal{stroke-width:2px;}#mermaid-svg-9D8lbphTqD9foehN .edge-thickness-thick{stroke-width:3.5px;}#mermaid-svg-9D8lbphTqD9foehN .edge-pattern-solid{stroke-dasharray:0;}#mermaid-svg-9D8lbphTqD9foehN .edge-pattern-dashed{stroke-dasharray:3;}#mermaid-svg-9D8lbphTqD9foehN .edge-pattern-dotted{stroke-dasharray:2;}#mermaid-svg-9D8lbphTqD9foehN .marker{fill:#333333;stroke:#333333;}#mermaid-svg-9D8lbphTqD9foehN .marker.cross{stroke:#333333;}#mermaid-svg-9D8lbphTqD9foehN svg{font-family:"trebuchet ms",verdana,arial,sans-serif;font-size:16px;}#mermaid-svg-9D8lbphTqD9foehN .label{font-family:"trebuchet ms",verdana,arial,sans-serif;color:#333;}#mermaid-svg-9D8lbphTqD9foehN .cluster-label text{fill:#333;}#mermaid-svg-9D8lbphTqD9foehN .cluster-label span{color:#333;}#mermaid-svg-9D8lbphTqD9foehN .label text,#mermaid-svg-9D8lbphTqD9foehN span{fill:#333;color:#333;}#mermaid-svg-9D8lbphTqD9foehN .node rect,#mermaid-svg-9D8lbphTqD9foehN .node circle,#mermaid-svg-9D8lbphTqD9foehN .node ellipse,#mermaid-svg-9D8lbphTqD9foehN .node polygon,#mermaid-svg-9D8lbphTqD9foehN .node path{fill:#ECECFF;stroke:#9370DB;stroke-width:1px;}#mermaid-svg-9D8lbphTqD9foehN .node .label{text-align:center;}#mermaid-svg-9D8lbphTqD9foehN .node.clickable{cursor:pointer;}#mermaid-svg-9D8lbphTqD9foehN .arrowheadPath{fill:#333333;}#mermaid-svg-9D8lbphTqD9foehN .edgePath .path{stroke:#333333;stroke-width:2.0px;}#mermaid-svg-9D8lbphTqD9foehN .flowchart-link{stroke:#333333;fill:none;}#mermaid-svg-9D8lbphTqD9foehN .edgeLabel{background-color:#e8e8e8;text-align:center;}#mermaid-svg-9D8lbphTqD9foehN .edgeLabel rect{opacity:0.5;background-color:#e8e8e8;fill:#e8e8e8;}#mermaid-svg-9D8lbphTqD9foehN .cluster rect{fill:#ffffde;stroke:#aaaa33;stroke-width:1px;}#mermaid-svg-9D8lbphTqD9foehN .cluster text{fill:#333;}#mermaid-svg-9D8lbphTqD9foehN .cluster span{color:#333;}#mermaid-svg-9D8lbphTqD9foehN div.mermaidTooltip{position:absolute;text-align:center;max-width:200px;padding:2px;font-family:"trebuchet ms",verdana,arial,sans-serif;font-size:12px;background:hsl(80, 100%, 96.2745098039%);border:1px solid #aaaa33;border-radius:2px;pointer-events:none;z-index:100;}#mermaid-svg-9D8lbphTqD9foehN :root{--mermaid-font-family:"trebuchet ms",verdana,arial,sans-serif;}

JSON.toJSONString(Object javaObject)

JSON.toJavaObject(JSON json,Class clazz)

JSON.parseObject(String text)

JSON.parseObject(String text,Class clazz)

JSON.toJSONString(Object javaObject)

(JSONObject)JSON.toJSON(Object javaObject)

JSON对象

JSON字符串

Java对象

数组集合关系：

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JSON.toJSONString(Object object)

不能直接转:先转字符串再转集合

JSON.parseArray(String text)

JSON.parseArray(String text,Class clazz)

JSON.toJSONString(Object object)

(JSONArray)JSON.toJSON(Object javaObject)

JSON数组

JSON字符串

Java集合

总图：

#mermaid-svg-D30bpmSHxCryWP34 {font-family:"trebuchet ms",verdana,arial,sans-serif;font-size:16px;fill:#333;}#mermaid-svg-D30bpmSHxCryWP34 .error-icon{fill:#552222;}#mermaid-svg-D30bpmSHxCryWP34 .error-text{fill:#552222;stroke:#552222;}#mermaid-svg-D30bpmSHxCryWP34 .edge-thickness-normal{stroke-width:2px;}#mermaid-svg-D30bpmSHxCryWP34 .edge-thickness-thick{stroke-width:3.5px;}#mermaid-svg-D30bpmSHxCryWP34 .edge-pattern-solid{stroke-dasharray:0;}#mermaid-svg-D30bpmSHxCryWP34 .edge-pattern-dashed{stroke-dasharray:3;}#mermaid-svg-D30bpmSHxCryWP34 .edge-pattern-dotted{stroke-dasharray:2;}#mermaid-svg-D30bpmSHxCryWP34 .marker{fill:#333333;stroke:#333333;}#mermaid-svg-D30bpmSHxCryWP34 .marker.cross{stroke:#333333;}#mermaid-svg-D30bpmSHxCryWP34 svg{font-family:"trebuchet ms",verdana,arial,sans-serif;font-size:16px;}#mermaid-svg-D30bpmSHxCryWP34 .label{font-family:"trebuchet ms",verdana,arial,sans-serif;color:#333;}#mermaid-svg-D30bpmSHxCryWP34 .cluster-label text{fill:#333;}#mermaid-svg-D30bpmSHxCryWP34 .cluster-label span{color:#333;}#mermaid-svg-D30bpmSHxCryWP34 .label text,#mermaid-svg-D30bpmSHxCryWP34 span{fill:#333;color:#333;}#mermaid-svg-D30bpmSHxCryWP34 .node rect,#mermaid-svg-D30bpmSHxCryWP34 .node circle,#mermaid-svg-D30bpmSHxCryWP34 .node ellipse,#mermaid-svg-D30bpmSHxCryWP34 .node polygon,#mermaid-svg-D30bpmSHxCryWP34 .node path{fill:#ECECFF;stroke:#9370DB;stroke-width:1px;}#mermaid-svg-D30bpmSHxCryWP34 .node .label{text-align:center;}#mermaid-svg-D30bpmSHxCryWP34 .node.clickable{cursor:pointer;}#mermaid-svg-D30bpmSHxCryWP34 .arrowheadPath{fill:#333333;}#mermaid-svg-D30bpmSHxCryWP34 .edgePath .path{stroke:#333333;stroke-width:2.0px;}#mermaid-svg-D30bpmSHxCryWP34 .flowchart-link{stroke:#333333;fill:none;}#mermaid-svg-D30bpmSHxCryWP34 .edgeLabel{background-color:#e8e8e8;text-align:center;}#mermaid-svg-D30bpmSHxCryWP34 .edgeLabel rect{opacity:0.5;background-color:#e8e8e8;fill:#e8e8e8;}#mermaid-svg-D30bpmSHxCryWP34 .cluster rect{fill:#ffffde;stroke:#aaaa33;stroke-width:1px;}#mermaid-svg-D30bpmSHxCryWP34 .cluster text{fill:#333;}#mermaid-svg-D30bpmSHxCryWP34 .cluster span{color:#333;}#mermaid-svg-D30bpmSHxCryWP34 div.mermaidTooltip{position:absolute;text-align:center;max-width:200px;padding:2px;font-family:"trebuchet ms",verdana,arial,sans-serif;font-size:12px;background:hsl(80, 100%, 96.2745098039%);border:1px solid #aaaa33;border-radius:2px;pointer-events:none;z-index:100;}#mermaid-svg-D30bpmSHxCryWP34 :root{--mermaid-font-family:"trebuchet ms",verdana,arial,sans-serif;}

JSON.toJSONString(Object object)

间接转:数组->字符串->集合

对象:JSON.parseObject(String text,Class clazz)
集合:JSON.parseArray(String text,Class clazz)

对象:JSON.parseObject(String text)
数组:JSON.parseArray(String text)

JSON.toJSONString(Object object)

对象:(JSONObject)JSON.toJSON(Object javaObject)
集合:(JSONArray)JSON.toJSON(Object javaObject)

JSON对象(数组)

JSON字符串

Java对象(集合)

以中国外汇交易中心源码为例:

解析其源码可知,其中https://www.chinamoney.com.cn/r/cms/www/chinamoney/data/fx/ccpr.json为承载数据的json页
添加HttpClient获取其网页源码:
数据采集所需依赖有:

<dependency><groupId>org.apache.httpcomponents</groupId><artifactId>httpclient</artifactId><version>4.5.6</version>
</dependency>

先创建几个实体类(实体类的变量名应与解析的JSON字符串中变量名相同):

创建实体类`Page.java`:

public class Page {private String head;private String data;private String records;public String getHead() {return head;}public void setHead(String head) {this.head = head;}public String getData() {return data;}public void setData(String data) {this.data = data;}public String getRecords() {return records;}public void setRecords(String records) {this.records = records;}
}

创建实体类`Head.java`:

public class Head {private String version;private String provider;private String req_code;private String rep_code;private String rep_message;private String ts;private String producer;public String getVersion() {return version;}public void setVersion(String version) {this.version = version;}public String getProvider() {return provider;}public void setProvider(String provider) {this.provider = provider;}public String getReq_code() {return req_code;}public void setReq_code(String req_code) {this.req_code = req_code;}public String getRep_code() {return rep_code;}public void setRep_code(String rep_code) {this.rep_code = rep_code;}public String getRep_message() {return rep_message;}public void setRep_message(String rep_message) {this.rep_message = rep_message;}public String getTs() {return ts;}public void setTs(String ts) {this.ts = ts;}public String getProducer() {return producer;}public void setProducer(String producer) {this.producer = producer;}
}

创建实体类`Record.java`:

public class Record {private String vrtCode;private String price;private String bp;private String vrtName;private String vrtEName;private String foreignCName;private String bpDouble;private String approvedTime;private String approvedTimeEn;private String showDate;private String showDateForCn;private String lastMonthAvgPrice;private String monthPrice;private String quarterPrice;private String yearPrice;private String isShowBp;private String show;private String url;private String bannerPic;private String bannerCss;public String getVrtCode() {return vrtCode;}public void setVrtCode(String vrtCode) {this.vrtCode = vrtCode;}public String getPrice() {return price;}public void setPrice(String price) {this.price = price;}public String getBp() {return bp;}public void setBp(String bp) {this.bp = bp;}public String getVrtName() {return vrtName;}public void setVrtName(String vrtName) {this.vrtName = vrtName;}public String getVrtEName() {return vrtEName;}public void setVrtEName(String vrtEName) {this.vrtEName = vrtEName;}public String getForeignCName() {return foreignCName;}public void setForeignCName(String foreignCName) {this.foreignCName = foreignCName;}public String getBpDouble() {return bpDouble;}public void setBpDouble(String bpDouble) {this.bpDouble = bpDouble;}public String getApprovedTime() {return approvedTime;}public void setApprovedTime(String approvedTime) {this.approvedTime = approvedTime;}public String getApprovedTimeEn() {return approvedTimeEn;}public void setApprovedTimeEn(String approvedTimeEn) {this.approvedTimeEn = approvedTimeEn;}public String getShowDate() {return showDate;}public void setShowDate(String showDate) {this.showDate = showDate;}public String getShowDateForCn() {return showDateForCn;}public void setShowDateForCn(String showDateForCn) {this.showDateForCn = showDateForCn;}public String getLastMonthAvgPrice() {return lastMonthAvgPrice;}public void setLastMonthAvgPrice(String lastMonthAvgPrice) {this.lastMonthAvgPrice = lastMonthAvgPrice;}public String getMonthPrice() {return monthPrice;}public void setMonthPrice(String monthPrice) {this.monthPrice = monthPrice;}public String getQuarterPrice() {return quarterPrice;}public void setQuarterPrice(String quarterPrice) {this.quarterPrice = quarterPrice;}public String getYearPrice() {return yearPrice;}public void setYearPrice(String yearPrice) {this.yearPrice = yearPrice;}public String getIsShowBp() {return isShowBp;}public void setIsShowBp(String isShowBp) {this.isShowBp = isShowBp;}public String getShow() {return show;}public void setShow(String show) {this.show = show;}public String getUrl() {return url;}public void setUrl(String url) {this.url = url;}public String getBannerPic() {return bannerPic;}public void setBannerPic(String bannerPic) {this.bannerPic = bannerPic;}public String getBannerCss() {return bannerCss;}public void setBannerCss(String bannerCss) {this.bannerCss = bannerCss;}
}

从中国外汇交易中心获取json中的数据程序,如下:

import com.alibaba.fastjson.JSON;
import com.alibaba.fastjson.JSONArray;
import com.alibaba.fastjson.JSONObject;
import org.apache.http.HttpEntity;
import org.apache.http.HttpResponse;
import org.apache.http.client.methods.HttpGet;
import org.apache.http.impl.client.CloseableHttpClient;
import org.apache.http.impl.client.DefaultHttpClient;
import org.apache.http.util.EntityUtils;import java.util.ArrayList;
import java.util.List;public class Main {public static void main(String[] args) {String text="";try{/* 以GET方法获取中国外汇交易中心网页的json数据 */CloseableHttpClient httpClient=new DefaultHttpClient();HttpGet httpGet=new HttpGet("http://www.chinamoney.com.cn/r/cms/www/chinamoney/data/fx/ccpr.json");HttpResponse response=httpClient.execute(httpGet);HttpEntity entity= response.getEntity();if(entity!=null){text= EntityUtils.toString(entity,"UTF-8");EntityUtils.consume(entity);}/* 调用fastjson解析JSON字符串 *///  JSON字符串-->JSON对象JSONObject jsonObject= JSON.parseObject(text);Page page=JSON.toJavaObject(jsonObject,Page.class);System.out.println("Page.Head="+page.getHead());System.out.println("Page.Data="+page.getData());System.out.println("Page.Records="+page.getRecords());//  JSON对象-->JSON数组-->JSON字符串-->Java集合JSONArray jsonArray=jsonObject.getJSONArray("records");List<Record> records=new ArrayList<>();for(int i=0;i<jsonArray.size();i++){Record record=JSON.parseObject(jsonArray.getString(i),Record.class);records.add(record);}for(Record record:records){System.out.println("record记录有:");System.out.println("vrtCode="+record.getVrtCode());System.out.println("price="+record.getPrice());System.out.println("bp="+record.getBp());System.out.println("vrtName="+record.getVrtName());System.out.println("vrtEName="+record.getVrtEName());System.out.println("foreignCName="+record.getForeignCName());System.out.println("bpDouble="+record.getBpDouble());System.out.println("approvedTime="+record.getApprovedTime());System.out.println("approvedTimeEn="+record.getApprovedTimeEn());System.out.println("showDate="+record.getShowDate());System.out.println("showDateForCn="+record.getShowDateForCn());System.out.println("lastMonthAvgPrice="+record.getLastMonthAvgPrice());System.out.println("monthPrice="+record.getMonthPrice());System.out.println("quarterPrice="+record.getQuarterPrice());System.out.println("yearPrice="+record.getYearPrice());System.out.println("isShowBp="+record.getIsShowBp());System.out.println("show="+record.getShow());System.out.println("url="+record.getUrl());System.out.println("bannerPic="+record.getBannerPic());System.out.println("bannerCss="+record.getBannerCss());System.out.println();}//  JSON字符串-->JSON对象--->JSON字符串--->Java对象String headtext=jsonObject.getString("head");Head head=JSON.parseObject(headtext,Head.class);System.out.println("Head.Version="+head.getVersion());System.out.println("Head.provider="+head.getProvider());System.out.println("Head.req_code="+head.getReq_code());System.out.println("Head.rep_code="+head.getRep_code());System.out.println("Head.rep_message="+head.getRep_message());System.out.println("Head.ts="+head.getTs());System.out.println("Head.producer="+head.getProducer());}catch (Exception e){e.printStackTrace();}}
}

注:为防止原网站升级迁移,故附源码于文后:

网页json源码:

{"head":{"version":"2.0","provider":"CWAP","req_code":"","rep_code":"200","rep_message":"","ts":1648430740382,"producer":""},"data":{"lastDateEn":"28/03/2022 9:15","lastDate":"2022-03-28 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