Java遞歸實現(xiàn)JSON全路徑自動化探測工具
更新時間：2026年02月06日 09:36:07 作者：九轉(zhuǎn)成圣
在日常開發(fā)中,面對嵌套十幾層、成百上千行的復雜 JSON,開發(fā)者常面臨以下困境：路徑定位難,AI 幻覺問題,文檔缺失等問題,本文分享一個輕量級的 Java 工具類,利用遞歸算法一鍵拉平 JSON,輸出所有葉子節(jié)點的完整路徑,需要的朋友可以參考下
1. 痛點：為什么我們需要 JSON 路徑？
在日常開發(fā)中，面對嵌套十幾層、成百上千行的復雜 JSON（如電商商品詳情、支付網(wǎng)關(guān)回調(diào)等），開發(fā)者常面臨以下困境：
- 路徑定位難：為了取一個深層字段，必須反復折疊展開，極易數(shù)錯層級。
- AI 幻覺問題：直接把巨大 JSON 丟給 AI 編寫解析代碼時，AI 經(jīng)常會“腦補”不存在的中間層級，導致代碼運行報錯。
- 文檔缺失：接手老項目或第三方黑盒接口時，沒有文檔說明，只能靠肉眼摸索數(shù)據(jù)結(jié)構(gòu)。
本文分享一個輕量級的 Java 工具類，利用遞歸算法一鍵拉平 JSON，輸出所有葉子節(jié)點的完整路徑。
附上實際爬蟲抓到的一個復雜json,供大家參考
{
"ale": [
{
"sid": 2,
"ono": 2,
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{
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"ws": [
{
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"wsi": 30807223905
},
{
"s": "",
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"wsi": 30807223906
}
],
"ico": true
},
{
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"btn": "大/小",
"mi": 2341989322,
"ml": 2,
"pi": 1,
"il": false,
"ws": [
{
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"wsi": 30807266321
},
{
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"wsi": 30807266322
}
],
"ico": true
},
{
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"btn": "大/小",
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"ml": 3,
"pi": 1,
"il": false,
"ws": [
{
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},
{
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}
],
"ico": true
},
{
"bti": 1,
"btn": "讓分",
"mi": 2341989318,
"ml": 1,
"pi": 1,
"il": false,
"ws": [
{
"s": "",
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},
{
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"wsi": 30807183022
}
],
"ico": true
},
{
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"ws": [
{
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},
{
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}
],
"ico": true
},
{
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"btn": "讓分",
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"ws": [
{
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},
{
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}
],
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},
{
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"ws": [
{
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},
{
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}
],
"ico": false
}
],
"on": 9999,
"shtn": "yilawalalaoying",
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"egid": 15284354,
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"egtid": 1,
"rbtSts": 0,
"hv": true,
"is": false,
"il": true,
"isFav": false,
"im": false,
"htid": 41412,
"htn": "伊拉瓦拉老鷹",
"atid": 41317,
"atn": "阿德萊德36人",
"iop": true,
"isrbt": true,
"rbt": "HT",
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"as": 51,
"hlsu": true,
"edt": "2026-02-05T04:30:00-04:00",
"ei": {
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},
"rss": [
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},
{
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},
{
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{
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},
{
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],
"rsid": 2,
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],
"ico": true,
"pc": "4 x 10",
"pid": 8,
"pn": "澳大利亞",
"pon": 0,
"cid": 4070,
"cn": "澳大利亞籃球聯(lián)賽",
"cpmon": 1113,
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"scn": "aodaliyalanqiuliansai",
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"maxdt": "0001-01-01T00:00:00+00:00",
"mindt": "0001-01-01T00:00:00+00:00",
"io": true,
"eid": 106221638
},
{
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{
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"ws": [
{
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},
{
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}
],
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},
{
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{
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{
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}
],
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}
],
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"htn": "法塔特(女)",
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"atn": "阿爾阿馬爾(女)",
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{
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{
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{
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],
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],
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"pn": "阿拉伯聯(lián)合酋長國",
"pon": 0,
"cid": 14168,
"cn": "阿拉伯體育錦標賽女子",
"cpmon": 3755,
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"scn": "alabotiyujinbiaosainvzi",
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"mindt": "0001-01-01T00:00:00+00:00",
"io": true,
"eid": 106319267
},
{
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{
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"btn": "讓分",
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"il": false,
"ws": [
{
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},
{
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}
],
"ico": false
},
{
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"ws": [
{
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},
{
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}
],
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}
],
"on": 9999,
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"htn": "CBA學院U22",
"atid": 524690,
"atn": "BC伊維里奧利U22",
"iop": true,
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"rbt": "Q4 04:27",
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"edt": "2026-02-05T04:00:00-04:00",
"ei": {
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{
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{
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{
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{
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],
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"pc": "4 x 10",
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"pn": "格魯吉亞",
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"cn": "格魯吉亞錦標賽U22",
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},
{
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},
{
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}
],
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},
{
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{
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{
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}
],
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{
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{
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}
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],
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"ei": {
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},
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],
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{
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{
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{
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}
],
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},
{
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},
{
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{
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],
"on": 9999,
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"htn": "諾沃西比爾斯克",
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"ei": {
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{
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{
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],
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},
{
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"htn": "無限環(huán)",
"atid": 128159,
"atn": "美特爾",
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"rbt": "Q2 01:32",
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"hlsu": true,
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"ei": {
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},
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{
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"ot": 3,
"si": 8,
"wsi": 30806991085
},
{
"s": "",
"o": 1.91,
"ot": 3,
"si": 9,
"wsi": 30806991086
}
],
"ico": false
},
{
"bti": 2,
"btn": "上半場 大/小",
"mi": 2344322018,
"ml": 1,
"pi": 2,
"il": false,
"ws": [
{
"s": "",
"hdp": 104.5,
"o": 0.81,
"ot": 2,
"si": 3,
"wsi": 30807421341
},
{
"s": "",
"hdp": 104.5,
"o": 0.75,
"ot": 2,
"si": 4,
"wsi": 30807421342
}
],
"ico": false
},
{
"bti": 1,
"btn": "上半場 讓分",
"mi": 2344322015,
"ml": 1,
"pi": 2,
"il": false,
"ws": [
{
"s": "",
"hdp": 1.5,
"o": 0.71,
"ot": 2,
"si": 1,
"wsi": 30807433881
},
{
"s": "",
"hdp": 1.5,
"o": 0.85,
"ot": 2,
"si": 2,
"wsi": 30807433882
}
],
"ico": false
},
{
"bti": 4,
"btn": "上半場 獨贏",
"mi": 2344322021,
"ml": 1,
"pi": 2,
"il": false,
"ws": [
{
"s": "",
"o": 1.58,
"ot": 3,
"si": 8,
"wsi": 30806991101
},
{
"s": "",
"o": 2.03,
"ot": 3,
"si": 9,
"wsi": 30806991102
}
],
"ico": false
}
],
"on": 9999,
"shtn": "zhejiangguangshaxiongshi(dianzijingji)",
"st": 2,
"egid": 15375853,
"gtid": 1,
"egtid": 1,
"rbtSts": 0,
"hv": false,
"is": true,
"il": true,
"isFav": false,
"im": false,
"htid": 498002,
"htn": "浙江廣廈雄獅(電子競技)",
"atid": 497999,
"atn": "深圳馬可波羅(電子競技)",
"iop": true,
"isrbt": true,
"rbt": "Q1 07:16",
"rbpid": "Q1",
"mlc": 16,
"hs": 9,
"as": 7,
"hlsu": true,
"edt": "2026-02-05T05:15:00-04:00",
"ei": {
"hq": true
},
"rss": [
{
"egti": 4,
"hs": 9,
"as": 7
}
],
"rsid": 55,
"iscyb": true,
"abt": [
4,
93,
94
],
"ico": false,
"pc": "4 x 12",
"pid": 201,
"pn": "VS CBA",
"pon": 0,
"cid": 77863,
"cn": "IM獨家 CBA 2K21",
"cpmon": 7500,
"crbon": 7510,
"scn": "IMdujia CBA 2K21",
"m": 3,
"maxdt": "0001-01-01T00:00:00+00:00",
"mindt": "0001-01-01T00:00:00+00:00",
"io": true,
"eid": 106318096
}
]
}
],
"d": "H4sIAAAAAAAAA4uuVgouyC8qCaksSFWyMtJR8k0syk4tUbIy1lFySc0pSQxOzi8CyZgZGBmYGpgamRmaGhgY6BkgSwcU5ZdlpqQWKVkBhcNSi4oz8/P8SnOTwCJ6BrU6JFtiZGBmYY7LEkOslsQCALSZ3YrLAAAA",
"StatusCode": 100
}
2. 核心代碼實現(xiàn)
本工具基于阿里巴巴的 Fastjson 庫實現(xiàn)。通過深度優(yōu)先搜索（DFS）遍歷樹狀結(jié)構(gòu)，將復雜的嵌套邏輯轉(zhuǎn)化為直觀的路徑列表。
package com.lxw.nb888.api;
import com.alibaba.fastjson.JSON;
import com.alibaba.fastjson.JSONArray;
import com.alibaba.fastjson.JSONObject;
import lombok.SneakyThrows;
import java.nio.file.Files;
import java.nio.file.Paths;
import java.util.Map;
/**
* JSON 路徑探測器
* 功能：將復雜的 JSON 結(jié)構(gòu)扁平化，輸出所有可訪問的屬性路徑
* 適用場景：輔助 AI 解析、數(shù)據(jù)映射、接口對比
*/
public class JsonPathExplorer {
@SneakyThrows
public static void main(String[] args) {
// 1. 讀取本地 JSON 文件（請?zhí)鎿Q為你的實際路徑）
String filePath = "C:\\Users\\xxx\\Desktop\\大項目\\新歐洲\\json.txt";
String json = new String(Files.readAllBytes(Paths.get(filePath)));
// 2. 執(zhí)行解析并打印
printPaths(json);
}
/**
* 解析入口方法
* @param json 原始 JSON 字符串
*/
public static void printPaths(String json) {
if (json == null || json.trim().isEmpty()) {
System.err.println("警告：輸入的 JSON 字符串為空。");
return;
}
// Fastjson 會自動解析為 JSONObject 或 JSONArray
Object rootNode = JSON.parse(json);
System.out.println("--- JSON 路徑解析開始 ---");
traverse(rootNode, "");
System.out.println("--- JSON 路徑解析結(jié)束 ---");
}
/**
* 遞歸遍歷核心邏輯
* @param node 當前處理的節(jié)點
* @param currentPath 當前已累積的路徑前綴
*/
private static void traverse(Object node, String currentPath) {
// 1. 處理 null 值
if (node == null) {
System.out.println("路徑: " + currentPath + " | 值: null");
return;
}
// 2. 處理 JSON 對象 (Map 結(jié)構(gòu))
if (node instanceof JSONObject) {
JSONObject jsonObject = (JSONObject) node;
for (Map.Entry<String, Object> entry : jsonObject.entrySet()) {
String key = entry.getKey();
// 拼接新路徑：根節(jié)點直接用 key，子節(jié)點追加 .key
String nextPath = currentPath.isEmpty() ? key : currentPath + "." + key;
traverse(entry.getValue(), nextPath);
}
}
// 3. 處理 JSON 數(shù)組 (List 結(jié)構(gòu))
else if (node instanceof JSONArray) {
JSONArray jsonArray = (JSONArray) node;
for (int i = 0; i < jsonArray.size(); i++) {
// 拼接數(shù)組下標路徑，例如：items[0]
traverse(jsonArray.get(i), currentPath + "[" + i + "]");
}
}
// 4. 處理葉子節(jié)點 (String, Integer, Boolean 等基本類型)
else {
System.out.println("路徑: " + currentPath + " | 示例值: " + node);
}
}
}
3. 這種工具有哪些“神仙”用途？
3.1 輔助 AI 精準編寫代碼（解決 AI 幻覺）
這是目前最實用的場景。直接給 AI 扔幾百行 JSON，它可能會寫錯層級。 技巧：先用此工具跑出路徑，然后對 AI 說：
“根據(jù)以下路徑清單：data.order.user_info.address.zip_code，請幫我寫出提取該字段的 Fastjson 解析代碼。” 反饋：有了明確的路徑引導，AI 生成的代碼準確率幾乎 100%，不再胡言亂語。
3.2 接口版本比對
在對接第三方平臺（如 TikTok Shop、亞馬遜 API）時，當接口升級，你可以將新舊版本的 JSON 路徑分別導出到 TXT，利用 Diff 工具 一秒定位哪些字段更名了、哪些層級被刪除了。
3.3 自動化測試斷言
在編寫單元測試時，我們經(jīng)常需要斷言返回 JSON 中的某個值。通過工具快速拷貝路徑（如 result[0].status），直接粘貼到測試框架中，避免手動拼接字符串出錯。
3.4 快速生成數(shù)據(jù)字典
對于需要將 JSON 數(shù)據(jù)入庫的數(shù)倉開發(fā)人員，運行此腳本可以迅速列出所有字段名及其所在層級，直接整理成 Excel 即可完成數(shù)據(jù)映射文檔。
4. 總結(jié)
代碼邏輯雖然不復雜，但它體現(xiàn)了 “工具化思維”。通過遞歸將復雜的嵌套邏輯轉(zhuǎn)化為直觀的路徑列表，不僅提高了我們與 AI 協(xié)作的效率，也極大地減少了因?qū)蛹墧?shù)錯而導致的線上 Bug。
希望這個小工具能幫你節(jié)省下“數(shù)括號”的時間，多喝一杯咖啡！
以上就是Java遞歸實現(xiàn)JSON全路徑自動化探測工具的詳細內(nèi)容，更多關(guān)于Java遞歸JSON全路徑探測的資料請關(guān)注腳本之家其它相關(guān)文章！
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