有时导数据代码比写SQL要快很多

一、背景

        接到一个数据需求，是从我们的Mongo中导出的，但要取的值得到很深的层级，尝试写了半天Mongo的查询查不出来，问了半天大模型给的也不对，于是考虑写代码的方式

二、数据格式

// 1
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"北苑","value": "3%"},{"bizcircleId": NumberInt("215"),"bizcircleName": "昌平别墅区","value": "3%"},{"bizcircleId": NumberInt("208"),"bizcircleName": "西山别墅区","value": "3%"},{"bizcircleId": NumberInt("206"),"bizcircleName": "西钓鱼台","value": "3%"},{"bizcircleId": NumberInt("209"),"bizcircleName": "紫竹院","value": "2%"},{"bizcircleId": NumberInt("199"),"bizcircleName": "丽泽商务区","value": "2%"},{"bizcircleId": NumberInt("212"),"bizcircleName": "西北旺","value": "2%"},{"bizcircleId": NumberInt("214"),"bizcircleName": "奥北别墅区","value": "2%"},{"bizcircleId": NumberInt("164"),"bizcircleName": "工体","value": "2%"},{"bizcircleId": NumberInt("187"),"bizcircleName": "奥林匹克公园","value": "2%"},{"bizcircleId": NumberInt("178"),"bizcircleName": "建国门","value": "2%"},{"bizcircleId": NumberInt("177"),"bizcircleName": "燕莎","value": "2%"},{"bizcircleId": NumberInt("768"),"bizcircleName": "德胜门","value": "2%"},{"bizcircleId": NumberInt("166"),"bizcircleName": "望京","value": "2%"},{"bizcircleId": NumberInt("205"),"bizcircleName": "世纪城","value": "2%"},{"bizcircleId": NumberInt("204"),"bizcircleName": "万柳","value": "2%"},{"bizcircleId": NumberInt("203"),"bizcircleName": "中关村","value": "2%"},{"bizcircleId": NumberInt("201"),"bizcircleName": "大红门","value": "2%"},{"bizcircleId": NumberInt("197"),"bizcircleName": "亦庄开发区","value": "2%"},{"bizcircleId": NumberInt("200"),"bizcircleName": "世界公园","value": "1%"},{"bizcircleId": NumberInt("173"),"bizcircleName": "崇文门","value": "1%"},{"bizcircleId": NumberInt("174"),"bizcircleName": "陶然亭","value": "1%"},{"bizcircleId": NumberInt("175"),"bizcircleName": "金融街","value": "1%"},{"bizcircleId": NumberInt("196"),"bizcircleName": "通州新城","value": "1%"},{"bizcircleId": NumberInt("207"),"bizcircleName": "玉渊潭","value": "1%"},{"bizcircleId": NumberInt("721"),"bizcircleName": "宣武门","value": "1%"},{"bizcircleId": NumberInt("169"),"bizcircleName": "后海","value": "--"},{"bizcircleId": NumberInt("1343"),"bizcircleName": "分钟寺","value": "--"},{"bizcircleId": NumberInt("172"),"bizcircleName": "永定门","value": "--"},{"bizcircleId": NumberInt("176"),"bizcircleName": "西直门外","value": "--"},{"bizcircleId": NumberInt("180"),"bizcircleName": "双井","value": "--"},{"bizcircleId": NumberInt("181"),"bizcircleName": "十八里店","value": "--"},{"bizcircleId": NumberInt("182"),"bizcircleName": "小红门","value": "--"},{"bizcircleId": NumberInt("183"),"bizcircleName": "高碑店","value": "--"},{"bizcircleId": NumberInt("185"),"bizcircleName": "管庄","value": "--"},{"bizcircleId": NumberInt("188"),"bizcircleName": "奥体","value": "--"},{"bizcircleId": NumberInt("192"),"bizcircleName": "姚家园","value": "--"},{"bizcircleId": NumberInt("202"),"bizcircleName": "燕西别墅区","value": "--"},{"bizcircleId": NumberInt("210"),"bizcircleName": "马甸","value": "--"},{"bizcircleId": NumberInt("213"),"bizcircleName": "海淀北部新区","value": "--"},{"bizcircleId": NumberInt("217"),"bizcircleName": "门头沟","value": "--"},{"bizcircleId": NumberInt("218"),"bizcircleName": "房山","value": "--"},{"bizcircleId": NumberInt("219"),"bizcircleName": "密云","value": "--"},{"bizcircleId": NumberInt("220"),"bizcircleName": "怀柔","value": "--"},{"bizcircleId": NumberInt("221"),"bizcircleName": "延庆","value": "--"},{"bizcircleId": NumberInt("222"),"bizcircleName": "平谷","value": "--"},{"bizcircleId": NumberInt("521"),"bizcircleName": "中南海","value": "--"},{"bizcircleId": NumberInt("522"),"bizcircleName": "新街口","value": "--"},{"bizcircleId": NumberInt("523"),"bizcircleName": "白塔寺","value": "--"},{"bizcircleId": NumberInt("524"),"bizcircleName": "西四","value": "--"},{"bizcircleId": NumberInt("526"),"bizcircleName": "前门","value": "--"},{"bizcircleId": NumberInt("527"),"bizcircleName": "鼓楼","value": "--"},{"bizcircleId": NumberInt("528"),"bizcircleName": "雍和宫北新桥","value": "--"},{"bizcircleId": NumberInt("529"),"bizcircleName": "南锣鼓巷","value": "--"},{"bizcircleId": NumberInt("530"),"bizcircleName": "东四","value": "--"},{"bizcircleId": NumberInt("531"),"bizcircleName": "故宫南北池子","value": "--"},{"bizcircleId": NumberInt("767"),"bizcircleName": "泛CBD东别墅区","value": "--"},{"bizcircleId": NumberInt("769"),"bizcircleName": "故宫","value": "--"},{"bizcircleId": NumberInt("772"),"bizcircleName": "雍和宫","value": "--"},{"bizcircleId": NumberInt("778"),"bizcircleName": "潮白河别墅区","value": "--"},{"bizcircleId": NumberInt("785"),"bizcircleName": "朝阳门","value": "--"},{"bizcircleId": NumberInt("171"),"bizcircleName": "东单","value": "--"}],"rankTitle": "换手率"}]},{"title": "单位租金","submodules": [{"_id": "g_7","names": ["商圈名称","单位租金(元/㎡/月)"],"type": "rank","list": [{"bizcircleId": NumberInt("175"),"bizcircleName": "金融街","value": "357"},{"bizcircleId": NumberInt("721"),"bizcircleName": "宣武门","value": "339"},{"bizcircleId": NumberInt("206"),"bizcircleName": "西钓鱼台","value": "329"},{"bizcircleId": NumberInt("204"),"bizcircleName": "万柳","value": "322"},{"bizcircleId": NumberInt("177"),"bizcircleName": "燕莎","value": "292"},{"bizcircleId": NumberInt("768"),"bizcircleName": "德胜门","value": "277"},{"bizcircleId": NumberInt("170"),"bizcircleName": "王府井","value": "271"},{"bizcircleId": NumberInt("161"),"bizcircleName": "CBD","value": "252"},{"bizcircleId": NumberInt("199"),"bizcircleName": "丽泽商务区","value": "244"},{"bizcircleId": NumberInt("189"),"bizcircleName": "亚运村小营","value": "243"},{"bizcircleId": NumberInt("942"),"bizcircleName": "大湖中央别墅区","value": "230"},{"bizcircleId": NumberInt("215"),"bizcircleName": "昌平别墅区","value": "228"},{"bizcircleId": NumberInt("163"),"bizcircleName": "东直门","value": "226"},{"bizcircleId": NumberInt("203"),"bizcircleName": "中关村","value": "226"},{"bizcircleId": NumberInt("179"),"bizcircleName": "西大望路","value": "214"},{"bizcircleId": NumberInt("945"),"bizcircleName": "天竺中央别墅区","value": "206"},{"bizcircleId": NumberInt("943"),"bizcircleName": "孙河中央别墅区","value": "204"},{"bizcircleId": NumberInt("208"),"bizcircleName": "西山别墅区","value": "202"},{"bizcircleId": NumberInt("162"),"bizcircleName": "朝阳公园","value": "199"},{"bizcircleId": NumberInt("191"),"bizcircleName": "东坝","value": "191"},{"bizcircleId": NumberInt("165"),"bizcircleName": "丽都","value": "190"},{"bizcircleId": NumberInt("209"),"bizcircleName": "紫竹院","value": "189"},{"bizcircleId": NumberInt("166"),"bizcircleName": "望京","value": "187"},{"bizcircleId": NumberInt("201"),"bizcircleName": "大红门","value": "179"},{"bizcircleId": NumberInt("186"),"bizcircleName": "太阳宫","value": "177"},{"bizcircleId": NumberInt("187"),"bizcircleName": "奥林匹克公园","value": "172"},{"bizcircleId": NumberInt("195"),"bizcircleName": "通州别墅区","value": "159"},{"bizcircleId": NumberInt("167"),"bizcircleName": "朝青","value": "154"},{"bizcircleId": NumberInt("944"),"bizcircleName": "后沙峪中央别墅区","value": "145"},{"bizcircleId": NumberInt("212"),"bizcircleName": "西北旺","value": "134"},{"bizcircleId": NumberInt("198"),"bizcircleName": "大兴城南别墅区","value": "123"},{"bizcircleId": NumberInt("765"),"bizcircleName": "北苑","value": "121"},{"bizcircleId": NumberInt("214"),"bizcircleName": "奥北别墅区","value": "110"},{"bizcircleId": NumberInt("200"),"bizcircleName": "世界公园"},{"bizcircleId": NumberInt("164"),"bizcircleName": "工体"},{"bizcircleId": NumberInt("168"),"bizcircleName": "安定门"},{"bizcircleId": NumberInt("169"),"bizcircleName": "后海"},{"bizcircleId": NumberInt("171"),"bizcircleName": "东单"},{"bizcircleId": NumberInt("172"),"bizcircleName": "永定门"},{"bizcircleId": NumberInt("173"),"bizcircleName": "崇文门"},{"bizcircleId": NumberInt("174"),"bizcircleName": "陶然亭"},{"bizcircleId": NumberInt("176"),"bizcircleName": "西直门外"},{"bizcircleId": NumberInt("178"),"bizcircleName": "建国门"},{"bizcircleId": NumberInt("180"),"bizcircleName": "双井"},{"bizcircleId": NumberInt("181"),"bizcircleName": "十八里店"},{"bizcircleId": NumberInt("182"),"bizcircleName": "小红门"},{"bizcircleId": NumberInt("183"),"bizcircleName": "高碑店"},{"bizcircleId": NumberInt("184"),"bizcircleName": "五方桥"},{"bizcircleId": NumberInt("185"),"bizcircleName": "管庄"},{"bizcircleId": NumberInt("188"),"bizcircleName": "奥体"},{"bizcircleId": NumberInt("192"),"bizcircleName": "姚家园"},{"bizcircleId": NumberInt("196"),"bizcircleName": "通州新城"},{"bizcircleId": NumberInt("197"),"bizcircleName": "亦庄开发区"},{"bizcircleId": NumberInt("202"),"bizcircleName": "燕西别墅区"},{"bizcircleId": NumberInt("205"),"bizcircleName": "世纪城"},{"bizcircleId": NumberInt("207"),"bizcircleName": "玉渊潭"},{"bizcircleId": NumberInt("210"),"bizcircleName": "马甸"},{"bizcircleId": NumberInt("211"),"bizcircleName": "清河上地"},{"bizcircleId": NumberInt("213"),"bizcircleName": "海淀北部新区"},{"bizcircleId": NumberInt("216"),"bizcircleName": "石景山"},{"bizcircleId": NumberInt("217"),"bizcircleName": "门头沟"},{"bizcircleId": NumberInt("218"),"bizcircleName": "房山"},{"bizcircleId": NumberInt("219"),"bizcircleName": "密云"},{"bizcircleId": NumberInt("220"),"bizcircleName": "怀柔"},{"bizcircleId": NumberInt("221"),"bizcircleName": "延庆"},{"bizcircleId": NumberInt("222"),"bizcircleName": "平谷"},{"bizcircleId": NumberInt("521"),"bizcircleName": "中南海"},{"bizcircleId": NumberInt("522"),"bizcircleName": "新街口"},{"bizcircleId": NumberInt("523"),"bizcircleName": "白塔寺"},{"bizcircleId": NumberInt("524"),"bizcircleName": "西四"},{"bizcircleId": NumberInt("525"),"bizcircleName": "北海景山"},{"bizcircleId": NumberInt("526"),"bizcircleName": "前门"},{"bizcircleId": NumberInt("527"),"bizcircleName": "鼓楼"},{"bizcircleId": NumberInt("528"),"bizcircleName": "雍和宫北新桥"},{"bizcircleId": NumberInt("529"),"bizcircleName": "南锣鼓巷"},{"bizcircleId": NumberInt("530"),"bizcircleName": "东四"},{"bizcircleId": NumberInt("531"),"bizcircleName": "故宫南北池子"},{"bizcircleId": NumberInt("532"),"bizcircleName": "金宝街"},{"bizcircleId": NumberInt("767"),"bizcircleName": "泛CBD东别墅区"},{"bizcircleId": NumberInt("769"),"bizcircleName": "故宫"},{"bizcircleId": NumberInt("772"),"bizcircleName": "雍和宫"},{"bizcircleId": NumberInt("778"),"bizcircleName": "潮白河别墅区"},{"bizcircleId": NumberInt("782"),"bizcircleName": "西直门"},{"bizcircleId": NumberInt("785"),"bizcircleName": "朝阳门"},{"bizcircleId": NumberInt("1343"),"bizcircleName": "分钟寺"}],"rankTitle": "单位租金"}]},{"title": "租金回报率","submodules": [{"_id": "g_8","names": ["商圈名称","租金回报率"],"type": "rank","list": [{"bizcircleId": NumberInt("215"),"bizcircleName": "昌平别墅区","value": "3.93%"},{"bizcircleId": NumberInt("206"),"bizcircleName": "西钓鱼台","value": "3.57%"},{"bizcircleId": NumberInt("191"),"bizcircleName": "东坝","value": "3.54%"},{"bizcircleId": NumberInt("943"),"bizcircleName": "孙河中央别墅区","value": "3.46%"},{"bizcircleId": NumberInt("945"),"bizcircleName": "天竺中央别墅区","value": "3.3%"},{"bizcircleId": NumberInt("179"),"bizcircleName": "西大望路","value": "3.17%"},{"bizcircleId": NumberInt("942"),"bizcircleName": "大湖中央别墅区","value": "3.04%"},{"bizcircleId": NumberInt("161"),"bizcircleName": "CBD","value": "3.02%"},{"bizcircleId": NumberInt("195"),"bizcircleName": "通州别墅区","value": "2.99%"},{"bizcircleId": NumberInt("177"),"bizcircleName": "燕莎","value": "2.89%"},{"bizcircleId": NumberInt("165"),"bizcircleName": "丽都","value": "2.75%"},{"bizcircleId": NumberInt("170"),"bizcircleName": "王府井","value": "2.74%"},{"bizcircleId": NumberInt("189"),"bizcircleName": "亚运村小营","value": "2.66%"},{"bizcircleId": NumberInt("944"),"bizcircleName": "后沙峪中央别墅区","value": "2.48%"},{"bizcircleId": NumberInt("198"),"bizcircleName": "大兴城南别墅区","value": "2.42%"},{"bizcircleId": NumberInt("721"),"bizcircleName": "宣武门","value": "2.35%"},{"bizcircleId": NumberInt("163"),"bizcircleName": "东直门","value": "2.31%"},{"bizcircleId": NumberInt("201"),"bizcircleName": "大红门","value": "2.29%"},{"bizcircleId": NumberInt("162"),"bizcircleName": "朝阳公园","value": "2.21%"},{"bizcircleId": NumberInt("208"),"bizcircleName": "西山别墅区","value": "2.18%"},{"bizcircleId": NumberInt("199"),"bizcircleName": "丽泽商务区","value": "2.09%"},{"bizcircleId": NumberInt("214"),"bizcircleName": "奥北别墅区","value": "2.08%"},{"bizcircleId": NumberInt("167"),"bizcircleName": "朝青","value": "2.05%"},{"bizcircleId": NumberInt("166"),"bizcircleName": "望京","value": "1.98%"},{"bizcircleId": NumberInt("175"),"bizcircleName": "金融街","value": "1.97%"},{"bizcircleId": NumberInt("203"),"bizcircleName": "中关村","value": "1.91%"},{"bizcircleId": NumberInt("768"),"bizcircleName": "德胜门","value": "1.83%"},{"bizcircleId": NumberInt("186"),"bizcircleName": "太阳宫","value": "1.82%"},{"bizcircleId": NumberInt("187"),"bizcircleName": "奥林匹克公园","value": "1.74%"},{"bizcircleId": NumberInt("209"),"bizcircleName": "紫竹院","value": "1.71%"},{"bizcircleId": NumberInt("204"),"bizcircleName": "万柳","value": "1.55%"},{"bizcircleId": NumberInt("765"),"bizcircleName": "北苑","value": "1.54%"},{"bizcircleId": NumberInt("212"),"bizcircleName": "西北旺","value": "1.29%"},{"bizcircleId": NumberInt("200"),"bizcircleName": "世界公园"},{"bizcircleId": NumberInt("164"),"bizcircleName": "工体"},{"bizcircleId": NumberInt("168"),"bizcircleName": "安定门"},{"bizcircleId": NumberInt("169"),"bizcircleName": "后海"},{"bizcircleId": NumberInt("171"),"bizcircleName": "东单"},{"bizcircleId": NumberInt("172"),"bizcircleName": "永定门"},{"bizcircleId": NumberInt("173"),"bizcircleName": "崇文门"},{"bizcircleId": NumberInt("174"),"bizcircleName": "陶然亭"},{"bizcircleId": NumberInt("176"),"bizcircleName": "西直门外"},{"bizcircleId": NumberInt("178"),"bizcircleName": "建国门"},{"bizcircleId": NumberInt("180"),"bizcircleName": "双井"},{"bizcircleId": NumberInt("181"),"bizcircleName": "十八里店"},{"bizcircleId": NumberInt("182"),"bizcircleName": "小红门"},{"bizcircleId": NumberInt("183"),"bizcircleName": "高碑店"},{"bizcircleId": NumberInt("184"),"bizcircleName": "五方桥"},{"bizcircleId": NumberInt("185"),"bizcircleName": "管庄"},{"bizcircleId": NumberInt("188"),"bizcircleName": "奥体"},{"bizcircleId": NumberInt("192"),"bizcircleName": "姚家园"},{"bizcircleId": NumberInt("196"),"bizcircleName": "通州新城"},{"bizcircleId": NumberInt("197"),"bizcircleName": "亦庄开发区"},{"bizcircleId": NumberInt("202"),"bizcircleName": "燕西别墅区"},{"bizcircleId": NumberInt("205"),"bizcircleName": "世纪城"},{"bizcircleId": NumberInt("207"),"bizcircleName": "玉渊潭"},{"bizcircleId": NumberInt("210"),"bizcircleName": "马甸"},{"bizcircleId": NumberInt("211"),"bizcircleName": "清河上地"},{"bizcircleId": NumberInt("213"),"bizcircleName": "海淀北部新区"},{"bizcircleId": NumberInt("216"),"bizcircleName": "石景山"},{"bizcircleId": NumberInt("217"),"bizcircleName": "门头沟"},{"bizcircleId": NumberInt("218"),"bizcircleName": "房山"},{"bizcircleId": NumberInt("219"),"bizcircleName": "密云"},{"bizcircleId": NumberInt("220"),"bizcircleName": "怀柔"},{"bizcircleId": NumberInt("221"),"bizcircleName": "延庆"},{"bizcircleId": NumberInt("222"),"bizcircleName": "平谷"},{"bizcircleId": NumberInt("521"),"bizcircleName": "中南海"},{"bizcircleId": NumberInt("522"),"bizcircleName": "新街口"},{"bizcircleId": NumberInt("523"),"bizcircleName": "白塔寺"},{"bizcircleId": NumberInt("524"),"bizcircleName": "西四"},{"bizcircleId": NumberInt("525"),"bizcircleName": "北海景山"},{"bizcircleId": NumberInt("526"),"bizcircleName": "前门"},{"bizcircleId": NumberInt("527"),"bizcircleName": "鼓楼"},{"bizcircleId": NumberInt("528"),"bizcircleName": "雍和宫北新桥"},{"bizcircleId": NumberInt("529"),"bizcircleName": "南锣鼓巷"},{"bizcircleId": NumberInt("530"),"bizcircleName": "东四"},{"bizcircleId": NumberInt("531"),"bizcircleName": "故宫南北池子"},{"bizcircleId": NumberInt("532"),"bizcircleName": "金宝街"},{"bizcircleId": NumberInt("767"),"bizcircleName": "泛CBD东别墅区"},{"bizcircleId": NumberInt("769"),"bizcircleName": "故宫"},{"bizcircleId": NumberInt("772"),"bizcircleName": "雍和宫"},{"bizcircleId": NumberInt("778"),"bizcircleName": "潮白河别墅区"},{"bizcircleId": NumberInt("782"),"bizcircleName": "西直门"},{"bizcircleId": NumberInt("785"),"bizcircleName": "朝阳门"},{"bizcircleId": NumberInt("1343"),"bizcircleName": "分钟寺"}],"rankTitle": "租金回报率"}]}],"id": "tabs_g","type": "tabs","_class": "com.test.job.marketreport.document.ReportSubmoduleTabs"}],"_class": "com.test.job.marketreport.document.ReportModule"},{"id": "h","code": "h","displayName": "封底","_class": "com.test.job.marketreport.document.ReportModule"}],"reportType": "208700000001","reportAttr": "bizcircle","reportOrder": NumberInt("20243"),"reportTimeName2": "1月豪宅市场兹讯","districtId": "110105","month": "01","letter": "","share": "","_class": "com.alibaba.fastjson.JSONObject"
}

三、Mongo导出SQL(失败)

我要取modules数组中第三部分整体价值介绍中submodules数组的第一个数组下submodules数组下metrics下的value值，试着SQL写了很多次，感觉就是一直点下去的事，但尝试着总不行。以下是我的几个尝试：

第一个这种写法各种改都不行

db.getCollection("bizcircleReport").find({ "reportOrder": { "$gt": 202103 } }, { "modules.2.submodules.0.submodules.0.metrics.value": 1, "_id": 0 });

db.getCollection("bizcircleReport").find({ "reportOrder": { "$gt": 20213 }, "reportType": "208700000001" },{ "cityCode": 1,"year": 1, "month": 1, "districtName": 1,"bizcircleId": 1,"bizcircleName": 1,"reportOrder":1,"_id": 0,"modules": { "$slice": 3},"modules.2": 1	}
);

四、代码导出

先用"modules": { "$slice": 3}筛检一部分数据导出为json格式的，然后代码读取把每个值用英文逗号分割，保存为csv就是一个格一个值了

 String fileName = "C:\\Users\\11562\\Desktop\\report.csv";FileWriter fileWriter = new FileWriter(fileName);BufferedWriter bufferedWriter = new BufferedWriter(fileWriter);bufferedWriter.write("城市,年,月,区域,商圈,二手楼盘均价(万/㎡),一手楼盘均价(万/㎡),二手成交量(套),一手成交量(套),换手率,单位租金(元/㎡/月),租金回报率");bufferedWriter.newLine();String path = "C:\\Users\\11562\\Documents\\WXWork\\1688852348837010\\Cache\\File\\2024-04\\Result_1.json";BufferedReader reader = new BufferedReader(new InputStreamReader(new FileInputStream(path)));String json = reader.lines().collect(Collectors.joining());JSONArray jsonArray = JSONObject.parseArray(json);for (Object o : jsonArray) {JSONObject itemJson = (JSONObject) o;Integer year = itemJson.getInteger("year");Integer month = itemJson.getInteger("month");Integer cityCode = itemJson.getInteger("cityCode");String districtName = itemJson.getString("districtName");String bizcircleName = itemJson.getString("bizcircleName");if (year < 2021 || (year == 2021 && month<3)){continue;}JSONArray modules = itemJson.getJSONArray("modules");//整体价值介绍JSONObject modules3 =  (JSONObject)modules.get(2);JSONArray submodules1 = modules3.getJSONArray("submodules");JSONObject submodules2 =  (JSONObject)submodules1.get(0);//成交均价JSONObject metrics1 = (JSONObject)submodules2.getJSONArray("submodules").get(0);JSONObject metrics11 =(JSONObject)metrics1.getJSONArray("metrics").get(0);JSONObject metrics12 =(JSONObject)metrics1.getJSONArray("metrics").get(1);//成交量JSONObject metrics2 = (JSONObject)submodules2.getJSONArray("submodules").get(1);JSONObject metrics21 =(JSONObject)metrics2.getJSONArray("metrics").get(0);JSONObject metrics22 =(JSONObject)metrics2.getJSONArray("metrics").get(1);JSONObject metrics23 =(JSONObject)metrics2.getJSONArray("metrics").get(2);//租金JSONObject metrics3 = (JSONObject)submodules2.getJSONArray("submodules").get(2);JSONObject metrics31 =(JSONObject)metrics3.getJSONArray("metrics").get(0);JSONObject metrics32 =(JSONObject)metrics3.getJSONArray("metrics").get(1);// 写入数据bufferedWriter.write(cityCode+","+year+","+month+","+districtName.replaceAll(",","，")+","+bizcircleName+","+(metrics11.getBigDecimal("value")==null ? "":metrics11.getBigDecimal("value"))+","+(metrics12.getBigDecimal("value")==null ? "":metrics12.getBigDecimal("value"))+","+(metrics21.getBigDecimal("value")==null ? "":metrics21.getBigDecimal("value"))+","+(metrics22.getBigDecimal("value")==null ? "":metrics22.getBigDecimal("value"))+","+(StringUtils.isEmpty(metrics23.getString("value"))? "":metrics23.getString("value"))+","+(metrics31.getBigDecimal("value")==null ? "":metrics31.getBigDecimal("value"))+","+(StringUtils.isEmpty(metrics32.getString("value"))? "":metrics32.getString("value")));bufferedWriter.newLine();}bufferedWriter.close();

结果：

四、感悟

作为一个技术人很容易陷入细节，刚开始总觉得一级级往下的事，没有很复杂，结果尝试了很久总导着有问题，最后跳出思维，想着既然Mongo查询的语句没有那么擅长就用代码吧，很快就写完了。所以不要纠结怎么SQL查询写不出来这些，无论是什么形式，结果出来了就好。

最近太忙了，以后有空知道咋用SQL查询了，再更新博客

伙伴们你们要是有兴趣或者知道咋写，也可以告诉我怎么直接SQL出来

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