Json字符串内容比较超实用教程
作者:mossGao
这篇文章主要介绍了Json字符串内容比较-超实用版,本文通过实例代码给大家介绍的非常详细,对大家的学习或工作具有一定的参考借鉴价值,需要的朋友可以参考下
背景
之前有类似接口diff对比,数据对比的测试需求,涉及到json格式的数据对比,调研了几个大神们分享的代码,选了一个最符合自己需求的研究了下。
说明
这个对比方法,支持JsonObject和JsonArray类型的数据对比,支持:
- 深度的对比:list变化(个数、内容)、层级结构变化
- 字段的对比:新增、修改、删除数据可察觉,能找到对应的旧数据
- 支持特定字段忽略对比
输出的对比结果格式为:
源码分为JsonCompareUtils, JsonAndMapSortUtils两个类,对比入口是compareTwoJson方法
核心逻辑在JsonCompareUtils类中,JsonAndMapSortUtils主要做过程中的数据排序功能,相对独立。
上源码:
import com.alibaba.fastjson.JSON; import com.alibaba.fastjson.JSONArray; import com.alibaba.fastjson.JSONObject; import org.apache.commons.lang.ArrayUtils; import org.apache.commons.lang.StringUtils; import java.util.HashMap; import java.util.Iterator; import java.util.LinkedHashMap; import java.util.Map; import java.util.stream.Stream; public class JsonCompareUtils { //标志位:对json报文中含有JsonArray类型的数据是否进行排序 private static boolean isSort; private Map<String, Object> oldJsonToMap = new LinkedHashMap<>(); private Map<String, Object> newJsonToMap = new LinkedHashMap<>(); //每一个实体里的排序字段 private static Map<String, String> filedNameMap = new HashMap<>(); static { filedNameMap.put("ojb1", "id"); filedNameMap.put("ojb2", "id"); } //可以跳过比对的字段 private static String[] skipCompareFiledNameMap = {"createTime"}; /** * 两json报文比对入口 * * @param oldJsonStr * @param newJsonStr * @return */ public String compare2Json(String oldJsonStr, String newJsonStr) { /** * 递归遍历json对象所有的key-value,以map形式的path:value进行存储 * 然后对两个map进行比较 */ convertJsonToMap(JSON.parseObject(oldJsonStr), "", false); convertJsonToMap(JSON.parseObject(newJsonStr), "", true); //获取比较结果 Map<String, Object> differenceMap = compareTwoMaps(oldJsonToMap, newJsonToMap); String diffJsonResult = convertMapToJson(differenceMap); return diffJsonResult; } /** * 将json数据转换为map存储--用于后续比较map * * @param json * @param root * @param isNew 区别新旧报文 */ private void convertJsonToMap(Object json, String root, boolean isNew) { if (json instanceof JSONObject) { JSONObject jsonObject = ((JSONObject) json); Iterator iterator = jsonObject.keySet().iterator(); while (iterator.hasNext()) { Object key = iterator.next(); Object value = jsonObject.get(key); String newRoot = "".equals(root) ? key + "" : root + "." + key; fillInResultMap(value, newRoot, isNew); } } else if (json instanceof JSONArray) { JSONArray jsonArray = (JSONArray) json; //将jsonArray进行排序 if (isSort) { //需要排序 String sortEntityName = root.substring(root.lastIndexOf(".") + 1); //需要排序 获取排序字段 String sortFiledName = filedNameMap.get(sortEntityName); if (!StringUtils.isEmpty(sortFiledName)) { jsonArray = JsonAndMapSortUtils.jsonArrayToSort(jsonArray, sortFiledName, true); } } final JSONArray jsonArray1 = jsonArray; Stream.iterate(0, integer -> integer + 1).limit(jsonArray1.size()).forEach(index -> { Object value = jsonArray1.get(index); String newRoot = "".equals(root) ? "[" + index + "]" : root + ".[" + index + "]"; fillInResultMap(value, newRoot, isNew); }); } } /** * 封装json转map后的数据 * * @param value * @param newRoot * @param isNew 区别新旧json */ public void fillInResultMap(Object value, String newRoot, boolean isNew) { if (value instanceof JSONObject || value instanceof JSONArray) { convertJsonToMap(value, newRoot, isNew); } else { //设置跳过比对的字段,直接不装入map boolean check = ArrayUtils.contains(JsonCompareUtils.skipCompareFiledNameMap, newRoot); if (!check){ if (!isNew) { oldJsonToMap.put(newRoot, value); } else { newJsonToMap.put(newRoot, value); } } } } /** * 比较两个map,将不同的数据以map形式存储并返回 * * @param oldJsonMap * @param newJsonMap * @return */ private Map<String, Object> compareTwoMaps(Map<String, Object> oldJsonMap, Map<String, Object> newJsonMap) { //1.将newJsonMap的不同数据装进oldJsonMap,同时删除oldJsonMap中与newJsonMap相同的数据 newJsonMap.forEach((k, v) -> { Map<String, Object> differenceMap = new HashMap<>(); if (oldJsonMap.containsKey(k)) { Object oldValue = oldJsonMap.get(k); if (v.equals(oldValue)) { oldJsonMap.remove(k); } else { differenceMap.put("oldValue", oldValue); differenceMap.put("newValue", v); oldJsonMap.put(k, differenceMap); } } else { differenceMap.put("oldValue", "no exists " + k); differenceMap.put("newValue", v); oldJsonMap.put(k, differenceMap); } }); //2.统一oldJsonMap中newMap不存在的数据的数据结构,便于解析 oldJsonMap.forEach((k, v) -> { if (!(v instanceof Map)) { Map<String, Object> differenceMap = new HashMap<>(); differenceMap.put("oldValue", v); differenceMap.put("newValue", "no exists " + k); oldJsonMap.put(k, differenceMap); } }); return oldJsonMap; } /** * 将已经找出不同数据的map根据key的层级结构封装成json返回 * * @param map * @return */ private String convertMapToJson(Map<String, Object> map) { JSONObject resultJSONObject = new JSONObject(); for (Iterator<Map.Entry<String, Object>> it = map.entrySet().iterator(); it.hasNext(); ) { Map.Entry<String, Object> item = it.next(); String key = item.getKey(); Object value = item.getValue(); String[] paths = key.split("\\."); int i = 0; //用於深度標識對象 Object remarkObject = null; int indexAll = paths.length - 1; while (i <= paths.length - 1) { String path = paths[i]; if (i == 0) { //初始化对象标识 if (resultJSONObject.containsKey(path)) { remarkObject = resultJSONObject.get(path); } else { if (indexAll > i) { if (paths[i + 1].matches("\\[[0-9]+\\]")) { remarkObject = new JSONArray(); } else { remarkObject = new JSONObject(); } resultJSONObject.put(path, remarkObject); } else { resultJSONObject.put(path, value); } } i++; continue; } //匹配集合对象 if (path.matches("\\[[0-9]+\\]")) { int startIndex = path.lastIndexOf("["); int endIndext = path.lastIndexOf("]"); int index = Integer.parseInt(path.substring(startIndex + 1, endIndext)); if (indexAll > i) { if (paths[i + 1].matches("\\[[0-9]+\\]")) { while (((JSONArray) remarkObject).size() <= index) { if (((JSONArray) remarkObject).size() == index) { ((JSONArray) remarkObject).add(index, new JSONArray()); } else { ((JSONArray) remarkObject).add(null); } } } else { while (((JSONArray) remarkObject).size() <= index) { if (((JSONArray) remarkObject).size() == index) { ((JSONArray) remarkObject).add(index, new JSONObject()); } else { ((JSONArray) remarkObject).add(null); } } } remarkObject = ((JSONArray) remarkObject).get(index); } else { while (((JSONArray) remarkObject).size() <= index) { if (((JSONArray) remarkObject).size() == index) { ((JSONArray) remarkObject).add(index, value); } else { ((JSONArray) remarkObject).add(null); } } } } else { if (indexAll > i) { if (paths[i + 1].matches("\\[[0-9]+\\]")) { if (!((JSONObject) remarkObject).containsKey(path)) { ((JSONObject) remarkObject).put(path, new JSONArray()); } } else { if (!((JSONObject) remarkObject).containsKey(path)) { ((JSONObject) remarkObject).put(path, new JSONObject()); } } remarkObject = ((JSONObject) remarkObject).get(path); } else { ((JSONObject) remarkObject).put(path, value); } } i++; } } return JSON.toJSONString(resultJSONObject); } public boolean isSort() { return isSort; } public void setSort(boolean sort) { isSort = sort; } public static void main(String[] args) { String oldStr = "{\"abilityLevel\":\"2020101240000000000002\",\"activityId\":\"202208301413310000412\",\"addLibTime\":1662083360000,\"ansKnowModelIds\":\"1#201812051814150000475\",\"answer\":\"AB\",\"ascriptionItemLib\":\"0\",\"attributeList\":[{\"content\":\"<p>A</p>\",\"id\":\"202209020949170005783\",\"itemId\":\"202209020949150001521\",\"knowModelRelId\":\"201812051814150000475\",\"name\":\"A\",\"sort\":1,\"type\":\"option\"},{\"content\":\"<p style=\\\"font-family:'Times New Roman','宋体';font-size:12pt;padding:0;margin:0;\\\">B</p>\",\"id\":\"202209020949170005784\",\"itemId\":\"202209020949150001521\",\"name\":\"B\",\"sort\":2,\"type\":\"option\"},{\"content\":\"<p style=\\\"font-family:'Times New Roman','宋体';font-size:12pt;padding:0;margin:0;\\\">C</p>\",\"id\":\"202209020949170005785\",\"itemId\":\"202209020949150001521\",\"name\":\"C\",\"sort\":3,\"type\":\"option\"},{\"content\":\"<p style=\\\"font-family:'Times New Roman','宋体';font-size:12pt;padding:0;margin:0;\\\">D</p>\",\"id\":\"202209020949170005786\",\"itemId\":\"202209020949150001521\",\"name\":\"D\",\"sort\":4,\"type\":\"option\"},{\"content\":\"11\",\"createTime\":1662083368000,\"createTimeString\":\"2022-09-02 09:49:28\",\"creater\":\"10001\",\"id\":\"202209020949170005787\",\"itemId\":\"202209020949150001521\",\"name\":\"大纲依据\",\"searchFlag\":\"1\",\"sort\":1,\"subItemTypeAttrId\":\"100041\",\"type\":\"expandAttr\"},{\"content\":\"11\",\"createTime\":1662083370000,\"createTimeString\":\"2022-09-02 09:49:30\",\"creater\":\"10001\",\"id\":\"202209020949280005788\",\"itemId\":\"202209020949150001521\",\"name\":\"教材依据\",\"searchFlag\":\"1\",\"sort\":2,\"subItemTypeAttrId\":\"100042\",\"type\":\"expandAttr\"},{\"content\":\"11\",\"createTime\":1662083371000,\"createTimeString\":\"2022-09-02 09:49:31\",\"creater\":\"10001\",\"id\":\"202209020949290005789\",\"itemId\":\"202209020949150001521\",\"name\":\"关键字\",\"searchFlag\":\"1\",\"sort\":3,\"subItemTypeAttrId\":\"100043\",\"type\":\"expandAttr\"}],\"auditCount\":0,\"auditStatus\":0,\"childItemList\":[],\"createTime\":1662083350000,\"createTimeString\":\"2022-09-02 09:49:10\",\"creater\":\"10001\",\"delFlag\":\"0\",\"difficult\":\"3\",\"id\":\"202209020949150001521\",\"isComposite\":0,\"isTopVersion\":0,\"itemCode\":\"KJCJ202209020949140001501\",\"itemContent\":\"<p style=\\\"font-family:'Times New Roman','宋体';font-size:12pt;padding:0;margin:0;\\\">2.<span style=\\\"color: #333333; font-family: Arial, "PingFang SC", "Hiragino Sans GB", "Microsoft YaHei", "WenQuanYi Micro Hei", sans-serif; font-size: 14px; text-align: justify; background-color: #FFFFFF;\\\">按照并购双方行业相关性划分,判断并购类型(横向并购or混合并购)</span></p>\",\"itemKnowledgeList\":[{\"id\":\"202209020949300001537\",\"itemId\":\"202209020949150001521\",\"knowledgeId\":\"1240004\",\"knowledgeStr\":\"2020年经济法基础/第一章总论/第一节法律基础/一、法和法律/(一)法和法律的概念\",\"level\":\"1\",\"pid\":\"202209020946580001519\"}],\"itemLevel\":1,\"itemSource\":\"202208301413310000412\",\"itemTypeId\":\"4\",\"itemVersion\":\"1\",\"keyWord\":\"\",\"knowledgeId\":\"1240004\",\"knowledgeStr\":\"2020年经济法基础/第一章总论/第一节法律基础/一、法和法律/(一)法和法律的概念\",\"knowledgeSyllabusName\":\"2020年经济法基础\",\"lockStatus\":1,\"modifyChlidItems\":[],\"paperCount\":0,\"paperItemRelation\":{},\"paperStructure\":{},\"parentId\":\"202209020946580001519\",\"processedItemContent\":\"<p style=\\\"font-family:'Times New Roman','宋体';font-size:12pt;padding:0;margin:0;\\\">2.<span style=\\\"color: #333333; font-family: Arial, "PingFang SC", "Hiragino Sans GB", "Microsoft YaHei", "WenQuanYi Micro Hei", sans-serif; font-size: 14px; text-align: justify; background-color: #FFFFFF;\\\">按照并购双方行业相关性划分,判断并购类型(横向并购or混合并购)</span></p>\",\"score\":2,\"sort\":2,\"sourceType\":\"2\",\"structId\":\"\",\"subItemTypeId\":\"20180228155501000004\",\"subjectId\":\"4\",\"updateTime\":1662083350000,\"updateTimeString\":\"2022-09-02 09:49:10\",\"updater\":\"10001\"}"; String newStr = "{\"abilityLevel\":\"2020101240000000000002\",\"activityId\":\"202208301413310000412\",\"addLibTime\":1662083360000,\"analysis\":\"\",\"ansKnowModelIds\":\"1#201812051814150000475\",\"answer\":\"AB\",\"ascriptionItemLib\":\"0\",\"attributeList\":[{\"content\":\"<p>A</p>\",\"id\":\"202209021135210005855\",\"itemId\":\"202209020949150001521\",\"knowModelRelId\":\"201812051814150000475\",\"name\":\"A\",\"sort\":1,\"type\":\"option\"},{\"content\":\"<p style=\\\"font-family:'Times New Roman','宋体';font-size:12pt;padding:0;margin:0;\\\">B</p>\",\"id\":\"202209021135210005856\",\"itemId\":\"202209020949150001521\",\"name\":\"B\",\"sort\":2,\"type\":\"option\"},{\"content\":\"<p style=\\\"font-family:'Times New Roman','宋体';font-size:12pt;padding:0;margin:0;\\\">C</p>\",\"id\":\"202209021135210005857\",\"itemId\":\"202209020949150001521\",\"name\":\"C\",\"sort\":3,\"type\":\"option\"},{\"content\":\"<p style=\\\"font-family:'Times New Roman','宋体';font-size:12pt;padding:0;margin:0;\\\">D</p>\",\"id\":\"202209021135210005858\",\"itemId\":\"202209020949150001521\",\"name\":\"D\",\"sort\":4,\"type\":\"option\"},{\"content\":\"11\",\"createTime\":1662089721000,\"createTimeString\":\"2022-09-02 11:35:21\",\"creater\":\"10001\",\"id\":\"202209021135210005859\",\"itemId\":\"202209020949150001521\",\"name\":\"大纲依据\",\"searchFlag\":\"1\",\"sort\":1,\"subItemTypeAttrId\":\"100041\",\"type\":\"expandAttr\"},{\"content\":\"11\",\"createTime\":1662089721000,\"createTimeString\":\"2022-09-02 11:35:21\",\"creater\":\"10001\",\"id\":\"202209021135210005860\",\"itemId\":\"202209020949150001521\",\"name\":\"教材依据\",\"searchFlag\":\"1\",\"sort\":2,\"subItemTypeAttrId\":\"100042\",\"type\":\"expandAttr\"},{\"content\":\"11\",\"createTime\":1662089722000,\"createTimeString\":\"2022-09-02 11:35:22\",\"creater\":\"10001\",\"id\":\"202209021135210005861\",\"itemId\":\"202209020949150001521\",\"name\":\"关键字\",\"searchFlag\":\"1\",\"sort\":3,\"subItemTypeAttrId\":\"100043\",\"type\":\"expandAttr\"}],\"auditCount\":0,\"auditStatus\":0,\"childItemList\":[],\"createTime\":1662083350000,\"createTimeString\":\"2022-09-02 09:49:10\",\"creater\":\"10001\",\"delFlag\":\"0\",\"difficult\":\"5\",\"id\":\"202209020949150001521\",\"isComposite\":0,\"isTopVersion\":0,\"itemCode\":\"KJCJ202209020949140001501\",\"itemContent\":\"<p style=\\\"font-family:'Times New Roman','宋体';font-size:12pt;padding:0;margin:0;\\\">2.<span style=\\\"color: #333333; font-family: Arial, "PingFang SC", "Hiragino Sans GB", "Microsoft YaHei", "WenQuanYi Micro Hei", sans-serif; font-size: 14px; text-align: justify; background-color: #FFFFFF;\\\">按照并购双方行业相关性划分,判断并购类型(横向并购or混合并购)</span></p>\",\"itemKnowledgeList\":[{\"id\":\"202209021135230001557\",\"itemId\":\"202209020949150001521\",\"knowledgeId\":\"1240004\",\"knowledgeStr\":\"2020年经济法基础/第一章总论/第一节法律基础/一、法和法律/(一)法和法律的概念\",\"level\":\"1\",\"pid\":\"202209020946580001519\"}],\"itemLevel\":1,\"itemSource\":\"202208301413310000412\",\"itemTypeId\":\"4\",\"itemVersion\":\"2\",\"keyWord\":\"\",\"knowledgeId\":\"1240004\",\"knowledgeStr\":\"2020年经济法基础/第一章总论/第一节法律基础/一、法和法律/(一)法和法律的概念\",\"knowledgeSyllabusName\":\"2020年经济法基础\",\"lockStatus\":1,\"modifyChlidItems\":[],\"paperCount\":0,\"paperItemRelation\":{},\"paperStructure\":{},\"parentId\":\"202209020946580001519\",\"processedItemContent\":\"<p style=\\\"font-family:'Times New Roman','宋体';font-size:12pt;padding:0;margin:0;\\\">2.<span style=\\\"color: #333333; font-family: Arial, "PingFang SC", "Hiragino Sans GB", "Microsoft YaHei", "WenQuanYi Micro Hei", sans-serif; font-size: 14px; text-align: justify; background-color: #FFFFFF;\\\">按照并购双方行业相关性划分,判断并购类型(横向并购or混合并购)</span></p>\",\"score\":2,\"sort\":2,\"sourceType\":\"2\",\"structId\":\"\",\"subItemTypeId\":\"20180228155501000004\",\"subjectId\":\"4\",\"updateTime\":1662089720000,\"updateTimeString\":\"2022-09-02 11:35:20\",\"updater\":\"10001\"}"; System.out.println(new JsonCompareUtils().compare2Json(oldStr, newStr)); System.out.println("\n========测试复杂json的比对============"); } }
JsonAndMapSortUtils 用于jsonArray排序
import com.alibaba.fastjson.JSONArray; import com.alibaba.fastjson.JSONObject; import sun.misc.ASCIICaseInsensitiveComparator; import java.util.*; public class JsonAndMapSortUtils { /** * map排序 * @param map * @param keySort * @param <k> * @param <v> * @return */ public static <k,v> List mapByKeyToSort(Map<k,v> map , final Comparator keySort){ List<Map.Entry<k,v>> entryList = new ArrayList<>(map.entrySet()); Collections.sort(entryList, (o1, o2) -> keySort.compare(o1.getKey(),o2.getKey())); System.out.println("排序====="); entryList.forEach(m->{ System.out.println(m.getKey()+"===>"+m.getValue()); }); return entryList; } /** * JSONArray排序 * @param jsonArray * @param fildName * @param isAsc * @return */ public static JSONArray jsonArrayToSort(JSONArray jsonArray,final String fildName,final boolean isAsc){ JSONArray afterSortJsonArray = new JSONArray(); List<JSONObject> objectList = new ArrayList<>(); jsonArray.forEach(obj ->{ objectList.add((JSONObject)obj); }); Collections.sort(objectList, (o1, o2) -> { String fildValueA = o1.getString(fildName); String fildValueB = o2.getString(fildName); if (isAsc){ return fildValueA.compareTo(fildValueB); } return fildValueB.compareTo(fildValueA); }); objectList.forEach(obj->{ afterSortJsonArray.add(obj); }); return afterSortJsonArray; } /** *准备map测试数据 */ public static Map<String,String> getMapData(){ LinkedHashMap<String,String> map = new LinkedHashMap<>(); map.put("key1","测试1"); map.put("key3","测试3"); map.put("key5","测试5"); map.put("key2","测试2"); map.put("key4","测试4"); return map; } /** *准备json测试数据 */ public static JSONArray getJsonArrayData(){ JSONArray jsonArray = new JSONArray(); JSONObject jsonObject1 = new JSONObject(); jsonObject1.put("userId","1001"); jsonObject1.put("name","测试1"); jsonArray.add(jsonObject1); JSONObject jsonObject3 = new JSONObject(); jsonObject3.put("userId","1003"); jsonObject3.put("name","测试3"); jsonArray.add(jsonObject3); JSONObject jsonObject2 = new JSONObject(); jsonObject2.put("userId","1002"); jsonObject2.put("name","测试2"); jsonArray.add(jsonObject2); return jsonArray; } public static void main(String[] args) { Map<String,String> map = JsonAndMapSortUtils.getMapData(); JSONArray jsonArray = JsonAndMapSortUtils.getJsonArrayData(); List afterSortMap = JsonAndMapSortUtils.mapByKeyToSort(map,new ASCIICaseInsensitiveComparator()); JSONArray afterSortJsonArray_isAsc = JsonAndMapSortUtils.jsonArrayToSort(jsonArray,"userId",true); JSONArray afterSortJsonArray_noAsc = JsonAndMapSortUtils.jsonArrayToSort(jsonArray,"userId",false); System.out.println("map排序前:"+map); System.out.println("map排序后:"+afterSortMap+"\n"); System.out.println("JsonArray排序前:"+jsonArray); System.out.println("JsonArray排序后==》升序:"+afterSortJsonArray_isAsc); System.out.println("JsonArray排序后==》降序:"+afterSortJsonArray_noAsc); } }
源码走读
整个源码调用链路如下图,简单来说过程就是:object拆分解析-新旧数据逐个对比-结果信息组装三个步骤
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