• [JsonSchema] 关于接口测试 Json 格式比对核心算法实现 (Java 版)


    引言

    为什么要自己重新造轮子,而不是采用第三方的JsonSchema方法进行实现
    存在以下痛点:
    1.我之前在网上找了很久,没有找到java版直接进行jsonschema生成的方法或直接比较的方法
    2.http://JSONschema.net/#/home 使用这块框架,必须要先把我们的Json信息复制到该网页,然后通过该网页生成的jsonschema格式文件写到本地,效率实在过于低下
    3.其次我相信很多人都已经实现这块方法,但一直没有开源出来,在此小弟做个抛砖引玉

    设计思路

    1.比较JSON的Value值是否匹配(在我个人看来有一定价值,但还不够,会引发很多不必要但错误)
    2.能比较null值,比如 期望json中某个值是有值的,而实际json虽然存在这个key,但它的value是null
    3.能比较key值是否存在
    4.能比较jsonArray;

    其中针对jsonArray要展开说明下;
    1.对于jsonArray内所有的jsonObject数据肯定是同一类型的,因此我这边做的是只比较jsonArray的第一个JsonObject
    2.对于jsonArray,大家可能会关心期望长度和实际长度是否有差异

    总的而言,采用递归思路进行实现

    现在直接附上代码,已实现generateJsonSchema方法直接把json信息 转换成jsonschema,再结合比对函数diffFormatJson,自动校验jsonschema

    package com.testly.auto.core;

    import net.sf.json.JSONArray;
    import net.sf.json.JSONObject;
    import org.junit.Test;

    import java.util.Iterator;

    /**
    * Created by 古月随笔 on 2017/6/23.
    */
    public class DiffMethod {

    /**
    * 返回当前数据类型
    * @param source
    * @return
    */
    public String getTypeValue(Object source){

    if(source instanceof String){
    return "String";
    }

    if(source instanceof Integer){
    return "Integer";
    }

    if(source instanceof Float){
    return "Float";
    }

    if(source instanceof Long){
    return "Long";
    }

    if(source instanceof Double){
    return "Double";
    }

    if(source instanceof Date){
    return "Date";
    }

    if(source instanceof Boolean){
    return "Boolean";
    }

    return "null";
    }


    /**
    * 把Object变成JsonSchema
    * @param source
    * @return
    */
    public Object generateJsonSchema(Object source){

    Object result = new Object();

    //判断是否为JsonObject
    if(source instanceof JSONObject){
    JSONObject jsonResult = JSONObject.fromObject(result);
    JSONObject sourceJSON = JSONObject.fromObject(source);
    Iterator iterator = sourceJSON.keys();
    while (iterator.hasNext()){
    String key = (String) iterator.next();
    Object nowValue = sourceJSON.get(key);

    if(nowValue == null || nowValue.toString().equals("null")){
    jsonResult.put(key,"null");

    }else if(isJsonObject(nowValue)){
    jsonResult.put(key,generateJsonSchema(nowValue));
    }else if(isJsonArray(nowValue)){
    JSONArray tempArray = JSONArray.fromObject(nowValue);
    JSONArray newArray = new JSONArray();

    if(tempArray != null && tempArray.size() > 0 ){
    for(int i = 0 ;i < tempArray.size(); i++){
    newArray.add(generateJsonSchema(tempArray.get(i)));
    }
    jsonResult.put(key,newArray);
    }
    }else if(nowValue instanceof List){
    List<Object> newList = new ArrayList<Object>();

    for(int i = 0;i<((List) nowValue).size();i++){
    newList.add(((List) nowValue).get(i));
    }

    jsonResult.put(key,newList);
    }else {

    jsonResult.put(key,getTypeValue(nowValue));
    }

    }
    return jsonResult;
    }


    if(source instanceof JSONArray){
    JSONArray jsonResult = JSONArray.fromObject(source);
    JSONArray tempArray = new JSONArray();
    if(jsonResult != null && jsonResult.size() > 0){
    for(int i = 0 ;i < jsonResult.size(); i++){
    tempArray.add(generateJsonSchema(jsonResult.get(i)));
    }
    return tempArray;
    }

    }

    return getTypeValue(source);

    }



    /**
    * JSON格式比对
    * @param currentJSON
    * @param expectedJSON
    * @return
    */
    public JSONObject diffJson(JSONObject currentJSON,JSONObject expectedJSON){

    JSONObject jsonDiff = new JSONObject();

    Iterator iterator = expectedJSON.keys();

    while (iterator.hasNext()){
    String key = (String)iterator.next();
    Object expectedValue = expectedJSON.get(key);
    Object currentValue = currentJSON.get(key);
    if(!expectedValue.toString().equals(currentValue.toString())){
    JSONObject tempJSON = new JSONObject();
    tempJSON.put("value",currentValue);
    tempJSON.put("expected",expectedValue);
    jsonDiff.put(key,tempJSON);
    }
    }
    return jsonDiff;
    }


    /** * 判断是否为JSONObject * @param value * @return */




    public boolean isJsonObject(Object value){

    try{
    if(value instanceof JSONObject) {
    return true;
    }else {
    return false;
    }
    }catch (Exception e){
    return false;
    }
    }


    /** * 判断是否为JSONArray * @param value * @return */




    public boolean isJsonArray(Object value){

    try{

    if(value instanceof JSONArray){
    return true;
    }else {
    return false;
    }

    }catch (Exception e){
    return false;
    }
    }


    /** * JSON格式比对,值不能为空,且key需要存在 * @param current * @param expected * @return */





    public JSONObject diffFormatJson(Object current,Object expected){

    JSONObject jsonDiff = new JSONObject();

    if(isJsonObject(expected)) {

    JSONObject expectedJSON = JSONObject.fromObject(expected);
    JSONObject currentJSON = JSONObject.fromObject(current);

    Iterator iterator = JSONObject.fromObject(expectedJSON).keys();

    while (iterator.hasNext()) {
    String key = (String) iterator.next();
    Object expectedValue = expectedJSON.get(key);

    if (!currentJSON.containsKey(key)) {
    JSONObject tempJSON = new JSONObject();
    tempJSON.put("actualKey", "不存在此" + key);
    tempJSON.put("expectedKey", key);
    jsonDiff.put(key, tempJSON);

    }

    if (currentJSON.containsKey(key)) {

    Object currentValue = currentJSON.get(key);

    if (expectedValue != null && currentValue == null || expectedValue.toString() != "null" && currentValue.toString() == "null") {
    JSONObject tempJSON = new JSONObject();
    tempJSON.put("actualValue", "null");
    tempJSON.put("expectedValue", expectedValue);
    jsonDiff.put(key, tempJSON);
    }

    if (expectedValue != null && currentValue != null) {
    if (isJsonObject(expectedValue) && !JSONObject.fromObject(expectedValue).isNullObject() || isJsonArray(expectedValue) && !JSONArray.fromObject(expectedValue).isEmpty()) {
    JSONObject getResultJSON = new JSONObject();
    getResultJSON = diffFormatJson(currentValue, expectedValue);
    if (getResultJSON != null) {
    jsonDiff.putAll(getResultJSON);
    }
    }
    }
    }
    }
    }

    if(isJsonArray(expected)){
    JSONArray expectArray = JSONArray.fromObject(expected);
    JSONArray currentArray = JSONArray.fromObject(current);

    if(expectArray.size() != currentArray.size()){
    JSONObject tempJSON = new JSONObject();
    tempJSON.put("actualLenth",currentArray.size());
    tempJSON.put("expectLenth",expectArray.size());
    jsonDiff.put("Length",tempJSON);
    }

    if(expectArray.size() != 0){
    Object expectIndexValue = expectArray.get(0);
    Object currentIndexValue = currentArray.get(0);

    if(expectIndexValue != null && currentIndexValue != null){
    if (isJsonObject(expectIndexValue) && !JSONObject.fromObject(expectIndexValue).isNullObject() || isJsonArray(expectIndexValue) && !JSONArray.fromObject(expectIndexValue).isEmpty()) {
    JSONObject getResultJSON = new JSONObject();
    getResultJSON = diffFormatJson(currentIndexValue, expectIndexValue);
    if (getResultJSON != null) {
    jsonDiff.putAll(getResultJSON);
    }
    }
    }
    }
    }

    return jsonDiff;
    }
    }

    测试验证:


    public static void main(String[] args) {

    DiffMethod diffMethod = new DiffMethod();


    String str1 = "{"status":201,"msg":"今天您已经领取过,明天可以继续领取哦!","res":{"remainCouponNum":"5","userId":"123123213222"}}";

    JSONObject jsonObject1 = JSONObject.fromObject(str1);


    String str2 = "{"status":201,"msg2":"今天您已经领取过,明天可以继续领取哦!","res":{"remainCouponNum":"5","userId":"123123213222"}}";

    JSONObject jsonObject2 = JSONObject.fromObject(str2);


    String str3 = "{"status":null,"msg":"今天您已经领取过,明天可以继续领取哦!","res":{"remainCouponNum":"5","userId":"123123213222"}}";

    JSONObject jsonObject3 = JSONObject.fromObject(str3);

    System.out.println("转换成JSONschame:" + diffMethod.generateJsonSchema(jsonObject1).toString());


    System.out.println("当前str2没有msg字段: " + diffMethod.diffFormatJson(jsonObject2,jsonObject1).toString());

    System.out.println("当前str2中的status为null值:" + diffMethod.diffFormatJson(jsonObject3,jsonObject1).toString());


    }

    测试结果:

    转换成JSONschame:{"status":"Integer","msg":"String","res":{"remainCouponNum":"String","userId":"String"}}
    当前str2没有msg字段: {"msg":{"actualKey":"不存在此msg","expectedKey":"msg"}}
    当前str2中的statusnull:{"status":{"actualValue":null,"expectedValue":201}}
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  • 原文地址:https://www.cnblogs.com/feihufeihu/p/10676326.html
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