ltc-eastar/src/main/java/com/malk/eastar/schedule/ScheduleTask5.java

package com.malk.eastar.schedule;

import cn.hutool.core.date.DateUtil;
import com.alibaba.fastjson.JSON;
import com.alibaba.fastjson.JSONArray;
import com.alibaba.fastjson.JSONObject;
import com.malk.eastar.model.AITableParam;
import com.malk.eastar.model.AITableResult;
import com.malk.eastar.service.AitableService;
import com.malk.eastar.service.MDTableClient;
import lombok.extern.slf4j.Slf4j;
import org.apache.commons.lang3.StringUtils;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.boot.autoconfigure.condition.ConditionalOnProperty;
import org.springframework.context.annotation.Configuration;
import org.springframework.scheduling.annotation.EnableScheduling;
import org.springframework.scheduling.annotation.Scheduled;

import java.time.LocalDate;
import java.time.LocalDateTime;
import java.time.LocalTime;
import java.time.ZoneId;
import java.time.format.DateTimeFormatter;
import java.time.temporal.TemporalAdjusters;
import java.util.*;

/**
 * 项目总表数据计算定时任务
 */
@Slf4j
@Configuration
@EnableScheduling
@ConditionalOnProperty(name = {"enable.scheduling"})
public class ScheduleTask5 {

    @Autowired
    private MDTableClient mdTableClient;

    @Autowired
    private AitableService aitableService;

    /**
     * 项目总表表2未填写完成统计
     * 每日9点55
     */
    @Scheduled(cron = "0 55 9 * * ?")
    public void caculateTable2Incomplete() {
        log.info("定时更新项目台账填写情况表开始");
        /*
            查询【表2】项目台账所有项目状态为Pending、Done、Closed的记录
         */
        JSONArray table2RecordsFilter = new JSONArray();
        String baseId = "G53mjyd80pEr5grBfpjmMX6586zbX04v";
        String sheetIdOrName = "pl6sz00";
        Map<String,Object> param = new HashMap<>();
        param.put("operatorId","aj1wcWqKLXITiPDwbMIjUbAiEiE");  //操作人（Jason）的unionId
        AITableParam aiTableParam = new AITableParam();
        aiTableParam.setMaxResults(100);
        JSONObject filter = new JSONObject();
        filter.put("combination","and");
        JSONArray conditions = new JSONArray();
        JSONObject condition = new JSONObject();
        condition.put("field","项目状态");
        condition.put("operator","notContain");
        condition.put("value",new String[]{"Pending","Done","Closed"});
        conditions.add(condition);
        filter.put("conditions",conditions);
        aiTableParam.setFilter(filter);
        AITableResult aiTableResult;
        boolean hasMore = true;
        int pageNo = 1;
        JSONArray records;
        log.info("查询【表2】项目台账所有项目状态为Pending、Done、Closed的记录");
        while(hasMore){
            aiTableResult = mdTableClient.queryMultiRecords(baseId,sheetIdOrName,param,aiTableParam);
            hasMore = aiTableResult.getHasMore();
            log.info("当前第"+pageNo+"页");
            log.info("记录数="+aiTableResult.getRecords().size());
            records = aiTableResult.getRecords();
            for(int i=0;i<records.size();i++){
                table2RecordsFilter.add(records.getJSONObject(i));
            }
            log.info("是否有更多数据："+hasMore);
            pageNo++;
            aiTableParam.setNextToken(aiTableResult.getNextToken());
        }
        /*
            统计计划开始时间和计划结束时间未填的
         */
        List<String> checkEmptyRecordList = new ArrayList<>();
        String[] checkEmptyFieldArr = new String[]{
                "计划：开始白样【交付进度】",
                "计划：结束白样【交付进度】",
                "计划：开始制版【交付进度】",
                "计划：结束制版【交付进度】",
                "计划：开始产前样【交付进度】",
                "计划：结束产前样【交付进度】",
                "计划：开始大货【交付进度】",
                "计划：结束大货【交付进度】",
                "计划：开始包装【交付进度】",
                "计划：结束包装【交付进度】",
                "计划：开始出货【交付进度】",
                "计划：结束出货时间【交付进度】"
        };
        JSONObject table2Record;
        JSONObject fields;
        String unionIdPM;
        String checkFailureStr;
        JSONArray pmJSONArray;
//        System.out.println("表2PM：");
        for(int i=0;i<table2RecordsFilter.size();i++){
            table2Record = table2RecordsFilter.getJSONObject(i);
            fields = table2Record.getJSONObject("fields");
            pmJSONArray = fields.getJSONArray("PM（Owner）【人事】");
            if(pmJSONArray == null){
                continue;
            }
            unionIdPM = pmJSONArray.getJSONObject(0).getString("unionId");
            for(String checkEmptyField : checkEmptyFieldArr){
                if(StringUtils.isEmpty(fields.getString(checkEmptyField))){
                    checkFailureStr = unionIdPM + "_" + checkEmptyField+"未填写";
//                    System.out.println(checkFailureStr);
                    checkEmptyRecordList.add(checkFailureStr);
                }
            }
        }
//        System.out.println("checkEmptyRecordList：");
//        System.out.println(JSON.toJSONString(checkEmptyRecordList));
        /*
            查询【参数表-人事】部门为销售部、客服部的记录
         */
        JSONArray empRecordsFilter = new JSONArray();
        sheetIdOrName = "rtOAveM";
        aiTableParam = new AITableParam();
        aiTableParam.setMaxResults(100);
        filter = new JSONObject();
        filter.put("combination","and");
        conditions = new JSONArray();
        condition = new JSONObject();
        condition.put("field","部门");
        condition.put("operator","contain");
        condition.put("value",new String[]{"销售部","客服部"});
        conditions.add(condition);
        filter.put("conditions",conditions);
        aiTableParam.setFilter(filter);
        log.info("查询【参数表-人事】部门为销售部、客服部的记录");
        aiTableResult = mdTableClient.queryMultiRecords(baseId,sheetIdOrName,param,aiTableParam);
        hasMore = aiTableResult.getHasMore();
        log.info("是否有更多数据："+hasMore);
        log.info("销售和PM人员记录数="+aiTableResult.getRecords().size());
        records = aiTableResult.getRecords();
        for(int i=0;i<records.size();i++){
            empRecordsFilter.add(records.getJSONObject(i));
        }
        JSONObject empRecord;
        String deptId;
        String unionIdPMLeader;
//        System.out.println("人员列表：");
        Map<String,Object> unionIdMap = new HashMap<>();
        for(int i=0; i<empRecordsFilter.size(); i++){
            fields = empRecordsFilter.getJSONObject(i).getJSONObject("fields");
            unionIdPM = fields.getJSONArray("人员").getJSONObject(0).getString("unionId");
            deptId = fields.getJSONObject("部门").getString("id");
            if(fields.getJSONArray("销售组长") != null){
                unionIdPMLeader = fields.getJSONArray("销售组长").getJSONObject(0).getString("unionId");
            }else{
                unionIdPMLeader = "U2puyufsTtwvfTXmWQoG0wiEiE";
            }
//            System.out.println("unionIdPM="+unionIdPM+",deptId="+deptId+",unionIdPMLeader="+unionIdPMLeader);
            empRecord = new JSONObject();
            empRecord.put("deptId",deptId);
            empRecord.put("unionIdPMLeader",unionIdPMLeader);
            unionIdMap.put(unionIdPM,empRecord);
        }
        /*
            新增项目台账填写情况表记录
         */
        JSONObject insertData = new JSONObject();
        JSONArray insertRecords = new JSONArray();
        JSONObject insertRecord;
        JSONArray pmLeaderJSONArray;
        JSONObject unionIdJSONObject;
        for(String str : checkEmptyRecordList){
            unionIdPM = str.split("_")[0];
            empRecord = (JSONObject) unionIdMap.get(unionIdPM);
            fields = new JSONObject();
            fields.put("日期", DateUtil.today());
            unionIdJSONObject = new JSONObject();
            unionIdJSONObject.put("unionId",unionIdPM);
            pmJSONArray = new JSONArray();
            pmJSONArray.add(unionIdJSONObject);
            fields.put("负责人",pmJSONArray);
            unionIdJSONObject = new JSONObject();
            unionIdJSONObject.put("unionId",empRecord.getString("unionIdPMLeader"));
            pmLeaderJSONArray = new JSONArray();
            pmLeaderJSONArray.add(unionIdJSONObject);
            fields.put("组长",pmLeaderJSONArray);
            fields.put("填写情况", str.split("_")[1]);
            insertRecord = new JSONObject();
            insertRecord.put("fields",fields);
//            log.info(JSON.toJSONString(insertRecord));
            insertRecords.add(insertRecord);
        }
        String result;
        JSONArray newInsertRecords;
        sheetIdOrName = "OTgxt4G";
        if(insertRecords.size() > 100){
            pageNo = 1;
            while(insertRecords.size() > 100){
                newInsertRecords = new JSONArray();
                records = new JSONArray();
                for (int i = 0; i < insertRecords.size(); i++) {
                    if(i<100){
                        newInsertRecords.add(insertRecords.getJSONObject(i));
                    }else{
                        records.add(insertRecords.getJSONObject(i));
                    }
                }
                insertData.put("records",newInsertRecords);
//                log.info(JSON.toJSONString(insertData));
                result = mdTableClient.createMultiRecords(baseId,sheetIdOrName,param,insertData);
                log.info("新增项目台账填写情况表记录结果，第"+pageNo+"页：");
                log.info(result);
                insertRecords = records;
                pageNo++;
            }
        }
        if(insertRecords.size() > 0){
            insertData.put("records",insertRecords);
//            log.info(JSON.toJSONString(insertData));
            sheetIdOrName = "OTgxt4G";
            result = mdTableClient.createMultiRecords(baseId,sheetIdOrName,param,insertData);
            log.info("新增项目台账填写情况表记录结果，第"+pageNo+"页：");
            log.info(result);
        }
        log.info("定时更新项目台账填写情况表结束");
    }


    /**
     * 计算月度预计和实际AB客户发展数
     */

    @Scheduled(cron = "0 0 19 * * 5")
    public void caculateMonthlyCustomerAB() {
        log.info("计算月度预计和实际AB客户发展数开始");

        //查询所有项目总表售前台账数据
        List<Map> saleData = new ArrayList<>();
        try {
            log.info("查询所有项目总表售前台账数据");
            saleData = aitableService.querySys1AllSaleData();
        } catch (Exception e) {
            log.error("查询所有项目总表售前台账数据异常",e);
        }
        log.info("项目总表售前台账记录数量="+saleData.size());

        //客户与业务员关联关系
        Map<String,String> customerBusinessUserMap = new HashMap<>();
        String customerId;
        String unionId;
        for (Map saleRecord : saleData){
            if (saleRecord.get("unionId") != null && saleRecord.get("customerId") != null && !"".equals(saleRecord.get("unionId")) && !"".equals(saleRecord.get("customerId"))){
                customerId = saleRecord.get("customerId").toString();
                unionId = saleRecord.get("unionId").toString();
                if(customerBusinessUserMap.containsKey(customerId)){
                    if(!unionId.equals(customerBusinessUserMap.get(customerId))){
//                        System.out.println("客户"+customerId+"关联业务员ID不一致："+unionId+","+customerBusinessUserMap.get(customerId));
//                        try {
//                            System.out.println(unionId+"："+ddCoreClient.getNameByUserId(ddCoreClient.getUserIdByUnionId(unionId)));
//                            System.out.println(customerBusinessUserMap.get(customerId)+"："+ddCoreClient.getNameByUserId(ddCoreClient.getUserIdByUnionId(customerBusinessUserMap.get(customerId))));
//                        } catch (Exception e) {
//                            log.error("根据unionId获取userId异常",e);
//                        }

                    }
                }else{
                    customerBusinessUserMap.put(customerId,unionId);
                }
            }
        }

        /*
            从项目总表（系统1）获取客户数据
         */
//        log.info("查询项目总表客户名册所有记录");
//        List<Map> sys1CustomerData = new ArrayList<>();
//        try {
//            sys1CustomerData = aitableService.querySys1CustomerData();
//            log.info("项目总表客户数量="+sys1CustomerData.size());
//        } catch (Exception e) {
//            log.error("查询项目总表客户数据异常",e);
//        }

        //按月份汇总每个客户的订单金额
        long startTimeJanuary = LocalDateTime.of(2026, 1, 1, 0, 0, 0).atZone(ZoneId.systemDefault()).toEpochSecond() * 1000;
        long endTimeJanuary = LocalDateTime.of(2026, 1, 31, 23, 59, 59).atZone(ZoneId.systemDefault()).toEpochSecond() * 1000;
        long startTimeFebruary = LocalDateTime.of(2026, 2, 1, 0, 0, 0).atZone(ZoneId.systemDefault()).toEpochSecond() * 1000;
        long endTimeFebruary = LocalDateTime.of(2026, 2, 28, 23, 59, 59).atZone(ZoneId.systemDefault()).toEpochSecond() * 1000;
        long startTimeMarch = LocalDateTime.of(2026, 3, 1, 0, 0, 0).atZone(ZoneId.systemDefault()).toEpochSecond() * 1000;
        long endTimeMarch = LocalDateTime.of(2026, 3, 31, 23, 59, 59).atZone(ZoneId.systemDefault()).toEpochSecond() * 1000;
        long startTimeApril = LocalDateTime.of(2026, 4, 1, 0, 0, 0).atZone(ZoneId.systemDefault()).toEpochSecond() * 1000;
        long endTimeApril = LocalDateTime.of(2026, 4, 30, 23, 59, 59).atZone(ZoneId.systemDefault()).toEpochSecond() * 1000;
        long startTimeMay = LocalDateTime.of(2026, 5, 1, 0, 0, 0).atZone(ZoneId.systemDefault()).toEpochSecond() * 1000;
        long endTimeMay = LocalDateTime.of(2026, 5, 31, 23, 59, 59).atZone(ZoneId.systemDefault()).toEpochSecond() * 1000;
        long startTimeJune = LocalDateTime.of(2026, 6, 1, 0, 0, 0).atZone(ZoneId.systemDefault()).toEpochSecond() * 1000;
        long endTimeJune = LocalDateTime.of(2026, 6, 30, 23, 59, 59).atZone(ZoneId.systemDefault()).toEpochSecond() * 1000;
        long startTimeJuly = LocalDateTime.of(2026, 7, 1, 0, 0, 0).atZone(ZoneId.systemDefault()).toEpochSecond() * 1000;
        long endTimeJuly = LocalDateTime.of(2026, 7, 31, 23, 59, 59).atZone(ZoneId.systemDefault()).toEpochSecond() * 1000;
        long startTimeAugust = LocalDateTime.of(2026, 8, 1, 0, 0, 0).atZone(ZoneId.systemDefault()).toEpochSecond() * 1000;
        long endTimeAugust = LocalDateTime.of(2026, 8, 31, 23, 59, 59).atZone(ZoneId.systemDefault()).toEpochSecond() * 1000;
        long startTimeSeptember = LocalDateTime.of(2026, 9, 1, 0, 0, 0).atZone(ZoneId.systemDefault()).toEpochSecond() * 1000;
        long endTimeSeptember = LocalDateTime.of(2026, 9, 30, 23, 59, 59).atZone(ZoneId.systemDefault()).toEpochSecond() * 1000;
        long startTimeOctober = LocalDateTime.of(2026, 10, 1, 0, 0, 0).atZone(ZoneId.systemDefault()).toEpochSecond() * 1000;
        long endTimeOctober = LocalDateTime.of(2026, 10, 31, 23, 59, 59).atZone(ZoneId.systemDefault()).toEpochSecond() * 1000;
        long startTimeNovember = LocalDateTime.of(2026, 11, 1, 0, 0, 0).atZone(ZoneId.systemDefault()).toEpochSecond() * 1000;
        long endTimeNovember = LocalDateTime.of(2026, 11, 30, 23, 59, 59).atZone(ZoneId.systemDefault()).toEpochSecond() * 1000;
        long startTimeDecember = LocalDateTime.of(2026, 12, 1, 0, 0, 0).atZone(ZoneId.systemDefault()).toEpochSecond() * 1000;
        long endTimeDecember = LocalDateTime.of(2026, 12, 31, 23, 59, 59).atZone(ZoneId.systemDefault()).toEpochSecond() * 1000;

        // 本月最后一天 23:59:59.999 毫秒时间戳
//        long monthBeginTs = LocalDateTime.of(LocalDate.now().with(TemporalAdjusters.firstDayOfMonth()), LocalTime.MAX).atZone(ZoneId.systemDefault()).toInstant().toEpochMilli();
//        log.info("当月月初00:00:00.000时间戳(ms)：" + monthBeginTs);
        // 明天 00:00:00 毫秒时间戳
//        long tomorrowTs = LocalDate.now().plusDays(1).atStartOfDay(ZoneId.systemDefault()).toInstant().toEpochMilli();
//        log.info("明天0点时间戳(ms)：" + tomorrowTs);
        // 本月最后一天 23:59:59.999 毫秒时间戳
//        long monthEndTs = LocalDateTime.of(LocalDate.now().with(TemporalAdjusters.lastDayOfMonth()), LocalTime.MAX).atZone(ZoneId.systemDefault()).toInstant().toEpochMilli();
//        log.info("当月月底23:59:59.999时间戳(ms)：" + monthEndTs);
        // 完整英文月份
//        String fullMonth = LocalDate.now().format(DateTimeFormatter.ofPattern("MMMM", Locale.ENGLISH));
//        log.info("完整英文月份：" + fullMonth);
        // 当前月份数字
//        int currentMonth = LocalDate.now().getMonthValue();
//        log.info("当前月份数字：" + currentMonth);

        log.info("按月份汇总每个客户的订单金额");
        Map<String,Map<String,Double>> customerExpectedMonthlySaleData = new HashMap<>();
        Map<String,Map<String,Double>> customerActualMonthlySaleData = new HashMap<>();
        Long expectedCloseDate; //预计成单日期
        Long actualCloseDate;   //实际成单日期
        String dealStatus;  //成单状态
        String orderStatus;  //订单状态
        String opportunityStatus;  //商机阶段
        Map<String,Double> monthAmountMap = new HashMap<>();
        String projectName;
        Double amount;
        boolean isCalculateExpected; //是否计算预计成单金额
        boolean isCalculateActual; //是否计算实际成单金额
        int count = 0;
        for(Map saleRecord : saleData){ //遍历所有销售记录
            try {
                customerId = saleRecord.get("customerId").toString();

//                if("KJvf77GJEK".equals(customerId)){
//                    System.out.println("Mantic Games："+JSONObject.toJSONString(saleRecord));
//                    count++;
//                }else{
//                    continue;
//                }

                isCalculateExpected = true;
                isCalculateActual = true;

                if(saleRecord.get("dealStatus") != null){
                    dealStatus = saleRecord.get("dealStatus").toString();
                    if ("已丢单".equals(dealStatus)){
                        System.out.println("成单状态："+dealStatus+"，不计入订单金额");
                        //不计入订单金额
                        continue;
                    }
                }

                if(saleRecord.get("orderStatus") != null){
                    orderStatus = saleRecord.get("orderStatus").toString();
                    if ("8、已终止".equals(orderStatus)){
                        System.out.println("订单状态："+orderStatus+"，不计入订单金额");
                        //不计入订单金额
                        continue;
                    }
                    if ("6、暂停".equals(orderStatus)){
                        //不计入预计订单金额
                        isCalculateExpected = false;
                        System.out.println("订单状态："+orderStatus+"，不计入预计订单金额");
                    }
                }

                if(saleRecord.get("opportunityStatus") != null){
                    opportunityStatus = saleRecord.get("opportunityStatus").toString();
                    if ("已成单".equals(opportunityStatus)){
                        //计入订单金额
                    } else if ("RFQ".equals(opportunityStatus)){
                        //不计入实际订单金额
                        isCalculateActual = false;
                    } else {
                        System.out.println("商机阶段："+opportunityStatus+"，不计入订单金额");
                        //不计入订单金额
                        continue;
                    }
                }


                if(saleRecord.get("projectAmount") != null){
                    amount = Double.parseDouble(saleRecord.get("projectAmount").toString());
                    projectName = saleRecord.get("projectName").toString();

                    //############################################# 预计部分 ####################################################

                    if(isCalculateExpected){
                        if(saleRecord.get("expectedCloseDate") != null){
                            expectedCloseDate = Long.parseLong(saleRecord.get("expectedCloseDate").toString());
                        }else{
                            expectedCloseDate = Long.valueOf("0");
                        }

                        //预计成单日期在1月
                        if(expectedCloseDate >= startTimeJanuary && expectedCloseDate <= endTimeJanuary) {
                            System.out.println("预计成单日期在1月："+customerId+","+projectName+","+amount);
                            if(customerExpectedMonthlySaleData.containsKey(customerId)){
                                monthAmountMap = customerExpectedMonthlySaleData.get(customerId);
                                if(monthAmountMap.containsKey("January")){
                                    monthAmountMap.put("January",monthAmountMap.get("January")+amount);
                                } else {
                                    monthAmountMap.put("January",amount);
                                }
                            } else {
                                monthAmountMap = new HashMap<>();
                                monthAmountMap.put("January",amount);
                            }
                            //1月订单金额累计到2~12月订单金额
                            if(monthAmountMap.containsKey("February")){
                                monthAmountMap.put("February",monthAmountMap.get("February")+amount);
                            } else {
                                monthAmountMap.put("February",amount);
                            }
                            if(monthAmountMap.containsKey("March")){
                                monthAmountMap.put("March",monthAmountMap.get("March")+amount);
                            } else {
                                monthAmountMap.put("March",amount);
                            }
                            if(monthAmountMap.containsKey("April")){
                                monthAmountMap.put("April",monthAmountMap.get("April")+amount);
                            } else {
                                monthAmountMap.put("April",amount);
                            }
                            if(monthAmountMap.containsKey("May")){
                                monthAmountMap.put("May",monthAmountMap.get("May")+amount);
                            } else {
                                monthAmountMap.put("May",amount);
                            }
                            if(monthAmountMap.containsKey("June")){
                                monthAmountMap.put("June",monthAmountMap.get("June")+amount);
                            } else {
                                monthAmountMap.put("June",amount);
                            }
                            if(monthAmountMap.containsKey("July")){
                                monthAmountMap.put("July",monthAmountMap.get("July")+amount);
                            } else {
                                monthAmountMap.put("July",amount);
                            }
                            if(monthAmountMap.containsKey("August")){
                                monthAmountMap.put("August",monthAmountMap.get("August")+amount);
                            } else {
                                monthAmountMap.put("August",amount);
                            }
                            if(monthAmountMap.containsKey("September")){
                                monthAmountMap.put("September",monthAmountMap.get("September")+amount);
                            } else {
                                monthAmountMap.put("September",amount);
                            }
                            if(monthAmountMap.containsKey("October")){
                                monthAmountMap.put("October",monthAmountMap.get("October")+amount);
                            } else {
                                monthAmountMap.put("October",amount);
                            }
                            if(monthAmountMap.containsKey("November")){
                                monthAmountMap.put("November",monthAmountMap.get("November")+amount);
                            } else {
                                monthAmountMap.put("November",amount);
                            }
                            if(monthAmountMap.containsKey("December")){
                                monthAmountMap.put("December",monthAmountMap.get("December")+amount);
                            } else {
                                monthAmountMap.put("December",amount);
                            }
                            customerExpectedMonthlySaleData.put(customerId,monthAmountMap);
                        }
                        //预计成单日期在2月
                        if(expectedCloseDate >= startTimeFebruary && expectedCloseDate <= endTimeFebruary) {
                            System.out.println("预计成单日期在2月："+customerId+","+projectName+","+amount);
                            if(customerExpectedMonthlySaleData.containsKey(customerId)){
                                monthAmountMap = customerExpectedMonthlySaleData.get(customerId);
                                if(monthAmountMap.containsKey("February")){
                                    monthAmountMap.put("February",monthAmountMap.get("February")+amount);
                                } else {
                                    monthAmountMap.put("February",amount);
                                }
                            } else {
                                monthAmountMap = new HashMap<>();
                                monthAmountMap.put("February",amount);
                            }
                            //2月订单金额累计到3~12月订单金额
                            if(monthAmountMap.containsKey("March")){
                                monthAmountMap.put("March",monthAmountMap.get("March")+amount);
                            } else {
                                monthAmountMap.put("March",amount);
                            }
                            if(monthAmountMap.containsKey("April")){
                                monthAmountMap.put("April",monthAmountMap.get("April")+amount);
                            } else {
                                monthAmountMap.put("April",amount);
                            }
                            if(monthAmountMap.containsKey("May")){
                                monthAmountMap.put("May",monthAmountMap.get("May")+amount);
                            } else {
                                monthAmountMap.put("May",amount);
                            }
                            if(monthAmountMap.containsKey("June")){
                                monthAmountMap.put("June",monthAmountMap.get("June")+amount);
                            } else {
                                monthAmountMap.put("June",amount);
                            }
                            if(monthAmountMap.containsKey("July")){
                                monthAmountMap.put("July",monthAmountMap.get("July")+amount);
                            } else {
                                monthAmountMap.put("July",amount);
                            }
                            if(monthAmountMap.containsKey("August")){
                                monthAmountMap.put("August",monthAmountMap.get("August")+amount);
                            } else {
                                monthAmountMap.put("August",amount);
                            }
                            if(monthAmountMap.containsKey("September")){
                                monthAmountMap.put("September",monthAmountMap.get("September")+amount);
                            } else {
                                monthAmountMap.put("September",amount);
                            }
                            if(monthAmountMap.containsKey("October")){
                                monthAmountMap.put("October",monthAmountMap.get("October")+amount);
                            } else {
                                monthAmountMap.put("October",amount);
                            }
                            if(monthAmountMap.containsKey("November")){
                                monthAmountMap.put("November",monthAmountMap.get("November")+amount);
                            } else {
                                monthAmountMap.put("November",amount);
                            }
                            if(monthAmountMap.containsKey("December")){
                                monthAmountMap.put("December",monthAmountMap.get("December")+amount);
                            } else {
                                monthAmountMap.put("December",amount);
                            }
                            customerExpectedMonthlySaleData.put(customerId,monthAmountMap);
                        }
                        //预计成单日期在3月
                        if(expectedCloseDate >= startTimeMarch && expectedCloseDate <= endTimeMarch) {
                            System.out.println("预计成单日期在3月："+customerId+","+projectName+","+amount);
                            if(customerExpectedMonthlySaleData.containsKey(customerId)){
                                monthAmountMap = customerExpectedMonthlySaleData.get(customerId);
                                if(monthAmountMap.containsKey("March")){
                                    monthAmountMap.put("March",monthAmountMap.get("March")+amount);
                                } else {
                                    monthAmountMap.put("March",amount);
                                }
                            } else {
                                monthAmountMap = new HashMap<>();
                                monthAmountMap.put("March",amount);
                            }
                            //3月订单金额累计到4~12月订单金额
                            if(monthAmountMap.containsKey("April")){
                                monthAmountMap.put("April",monthAmountMap.get("April")+amount);
                            } else {
                                monthAmountMap.put("April",amount);
                            }
                            if(monthAmountMap.containsKey("May")){
                                monthAmountMap.put("May",monthAmountMap.get("May")+amount);
                            } else {
                                monthAmountMap.put("May",amount);
                            }
                            if(monthAmountMap.containsKey("June")){
                                monthAmountMap.put("June",monthAmountMap.get("June")+amount);
                            } else {
                                monthAmountMap.put("June",amount);
                            }
                            if(monthAmountMap.containsKey("July")){
                                monthAmountMap.put("July",monthAmountMap.get("July")+amount);
                            } else {
                                monthAmountMap.put("July",amount);
                            }
                            if(monthAmountMap.containsKey("August")){
                                monthAmountMap.put("August",monthAmountMap.get("August")+amount);
                            } else {
                                monthAmountMap.put("August",amount);
                            }
                            if(monthAmountMap.containsKey("September")){
                                monthAmountMap.put("September",monthAmountMap.get("September")+amount);
                            } else {
                                monthAmountMap.put("September",amount);
                            }
                            if(monthAmountMap.containsKey("October")){
                                monthAmountMap.put("October",monthAmountMap.get("October")+amount);
                            } else {
                                monthAmountMap.put("October",amount);
                            }
                            if(monthAmountMap.containsKey("November")){
                                monthAmountMap.put("November",monthAmountMap.get("November")+amount);
                            } else {
                                monthAmountMap.put("November",amount);
                            }
                            if(monthAmountMap.containsKey("December")){
                                monthAmountMap.put("December",monthAmountMap.get("December")+amount);
                            } else {
                                monthAmountMap.put("December",amount);
                            }
                            customerExpectedMonthlySaleData.put(customerId,monthAmountMap);
                        }
                        //预计成单日期在4月
                        if(expectedCloseDate >= startTimeApril && expectedCloseDate <= endTimeApril) {
                            System.out.println("预计成单日期在4月："+customerId+","+projectName+","+amount);
                            if(customerExpectedMonthlySaleData.containsKey(customerId)){
                                monthAmountMap = customerExpectedMonthlySaleData.get(customerId);
                                if(monthAmountMap.containsKey("April")){
                                    monthAmountMap.put("April",monthAmountMap.get("April")+amount);
                                } else {
                                    monthAmountMap.put("April",amount);
                                }
                            } else {
                                monthAmountMap = new HashMap<>();
                                monthAmountMap.put("April",amount);
                            }
                            //4月订单金额累计到5~12月订单金额
                            if(monthAmountMap.containsKey("May")){
                                monthAmountMap.put("May",monthAmountMap.get("May")+amount);
                            } else {
                                monthAmountMap.put("May",amount);
                            }
                            if(monthAmountMap.containsKey("June")){
                                monthAmountMap.put("June",monthAmountMap.get("June")+amount);
                            } else {
                                monthAmountMap.put("June",amount);
                            }
                            if(monthAmountMap.containsKey("July")){
                                monthAmountMap.put("July",monthAmountMap.get("July")+amount);
                            } else {
                                monthAmountMap.put("July",amount);
                            }
                            if(monthAmountMap.containsKey("August")){
                                monthAmountMap.put("August",monthAmountMap.get("August")+amount);
                            } else {
                                monthAmountMap.put("August",amount);
                            }
                            if(monthAmountMap.containsKey("September")){
                                monthAmountMap.put("September",monthAmountMap.get("September")+amount);
                            } else {
                                monthAmountMap.put("September",amount);
                            }
                            if(monthAmountMap.containsKey("October")){
                                monthAmountMap.put("October",monthAmountMap.get("October")+amount);
                            } else {
                                monthAmountMap.put("October",amount);
                            }
                            if(monthAmountMap.containsKey("November")){
                                monthAmountMap.put("November",monthAmountMap.get("November")+amount);
                            } else {
                                monthAmountMap.put("November",amount);
                            }
                            if(monthAmountMap.containsKey("December")){
                                monthAmountMap.put("December",monthAmountMap.get("December")+amount);
                            } else {
                                monthAmountMap.put("December",amount);
                            }
                            customerExpectedMonthlySaleData.put(customerId,monthAmountMap);
                        }
                        //预计成单日期在5月
                        if(expectedCloseDate >= startTimeMay && expectedCloseDate <= endTimeMay) {
                            System.out.println("预计成单日期在5月："+customerId+","+projectName+","+amount);
                            if(customerExpectedMonthlySaleData.containsKey(customerId)){
                                monthAmountMap = customerExpectedMonthlySaleData.get(customerId);
                                if(monthAmountMap.containsKey("May")){
                                    monthAmountMap.put("May",monthAmountMap.get("May")+amount);
                                } else {
                                    monthAmountMap.put("May",amount);
                                }
                            } else {
                                monthAmountMap = new HashMap<>();
                                monthAmountMap.put("May",amount);
                            }
                            //5月订单金额累计到6~12月订单金额
                            if(monthAmountMap.containsKey("June")){
                                monthAmountMap.put("June",monthAmountMap.get("June")+amount);
                            } else {
                                monthAmountMap.put("June",amount);
                            }
                            if(monthAmountMap.containsKey("July")){
                                monthAmountMap.put("July",monthAmountMap.get("July")+amount);
                            } else {
                                monthAmountMap.put("July",amount);
                            }
                            if(monthAmountMap.containsKey("August")){
                                monthAmountMap.put("August",monthAmountMap.get("August")+amount);
                            } else {
                                monthAmountMap.put("August",amount);
                            }
                            if(monthAmountMap.containsKey("September")){
                                monthAmountMap.put("September",monthAmountMap.get("September")+amount);
                            } else {
                                monthAmountMap.put("September",amount);
                            }
                            if(monthAmountMap.containsKey("October")){
                                monthAmountMap.put("October",monthAmountMap.get("October")+amount);
                            } else {
                                monthAmountMap.put("October",amount);
                            }
                            if(monthAmountMap.containsKey("November")){
                                monthAmountMap.put("November",monthAmountMap.get("November")+amount);
                            } else {
                                monthAmountMap.put("November",amount);
                            }
                            if(monthAmountMap.containsKey("December")){
                                monthAmountMap.put("December",monthAmountMap.get("December")+amount);
                            } else {
                                monthAmountMap.put("December",amount);
                            }
                            customerExpectedMonthlySaleData.put(customerId,monthAmountMap);
                        }
                        //预计成单日期在6月
                        if(expectedCloseDate >= startTimeJune && expectedCloseDate <= endTimeJune) {
                            System.out.println("预计成单日期在6月："+customerId+","+projectName+","+amount);
                            if(customerExpectedMonthlySaleData.containsKey(customerId)){
                                monthAmountMap = customerExpectedMonthlySaleData.get(customerId);
                                if(monthAmountMap.containsKey("June")){
                                    monthAmountMap.put("June",monthAmountMap.get("June")+amount);
                                } else {
                                    monthAmountMap.put("June",amount);
                                }
                            } else {
                                monthAmountMap = new HashMap<>();
                                monthAmountMap.put("June",amount);
                            }
                            //6月订单金额累计到7~12月订单金额
                            if(monthAmountMap.containsKey("July")){
                                monthAmountMap.put("July",monthAmountMap.get("July")+amount);
                            } else {
                                monthAmountMap.put("July",amount);
                            }
                            if(monthAmountMap.containsKey("August")){
                                monthAmountMap.put("August",monthAmountMap.get("August")+amount);
                            } else {
                                monthAmountMap.put("August",amount);
                            }
                            if(monthAmountMap.containsKey("September")){
                                monthAmountMap.put("September",monthAmountMap.get("September")+amount);
                            } else {
                                monthAmountMap.put("September",amount);
                            }
                            if(monthAmountMap.containsKey("October")){
                                monthAmountMap.put("October",monthAmountMap.get("October")+amount);
                            } else {
                                monthAmountMap.put("October",amount);
                            }
                            if(monthAmountMap.containsKey("November")){
                                monthAmountMap.put("November",monthAmountMap.get("November")+amount);
                            } else {
                                monthAmountMap.put("November",amount);
                            }
                            if(monthAmountMap.containsKey("December")){
                                monthAmountMap.put("December",monthAmountMap.get("December")+amount);
                            } else {
                                monthAmountMap.put("December",amount);
                            }
                            customerExpectedMonthlySaleData.put(customerId,monthAmountMap);
                        }
                        //预计成单日期在7月
                        if(expectedCloseDate >= startTimeJuly && expectedCloseDate <= endTimeJuly) {
                            System.out.println("预计成单日期在7月："+customerId+","+projectName+","+amount);
                            if(customerExpectedMonthlySaleData.containsKey(customerId)){
                                monthAmountMap = customerExpectedMonthlySaleData.get(customerId);
                                if(monthAmountMap.containsKey("July")){
                                    monthAmountMap.put("July",monthAmountMap.get("July")+amount);
                                } else {
                                    monthAmountMap.put("July",amount);
                                }
                            } else {
                                monthAmountMap = new HashMap<>();
                                monthAmountMap.put("July",amount);
                            }
                            //7月订单金额累计到8~12月订单金额
                            if(monthAmountMap.containsKey("August")){
                                monthAmountMap.put("August",monthAmountMap.get("August")+amount);
                            } else {
                                monthAmountMap.put("August",amount);
                            }
                            if(monthAmountMap.containsKey("September")){
                                monthAmountMap.put("September",monthAmountMap.get("September")+amount);
                            } else {
                                monthAmountMap.put("September",amount);
                            }
                            if(monthAmountMap.containsKey("October")){
                                monthAmountMap.put("October",monthAmountMap.get("October")+amount);
                            } else {
                                monthAmountMap.put("October",amount);
                            }
                            if(monthAmountMap.containsKey("November")){
                                monthAmountMap.put("November",monthAmountMap.get("November")+amount);
                            } else {
                                monthAmountMap.put("November",amount);
                            }
                            if(monthAmountMap.containsKey("December")){
                                monthAmountMap.put("December",monthAmountMap.get("December")+amount);
                            } else {
                                monthAmountMap.put("December",amount);
                            }
                            customerExpectedMonthlySaleData.put(customerId,monthAmountMap);
                        }
                        //预计成单日期在8月
                        if(expectedCloseDate >= startTimeAugust && expectedCloseDate <= endTimeAugust) {
                            System.out.println("预计成单日期在8月："+customerId+","+projectName+","+amount);
                            if(customerExpectedMonthlySaleData.containsKey(customerId)){
                                monthAmountMap = customerExpectedMonthlySaleData.get(customerId);
                                if(monthAmountMap.containsKey("August")){
                                    monthAmountMap.put("August",monthAmountMap.get("August")+amount);
                                } else {
                                    monthAmountMap.put("August",amount);
                                }
                            } else {
                                monthAmountMap = new HashMap<>();
                                monthAmountMap.put("August",amount);
                            }
                            //8月订单金额累计到9~12月订单金额
                            if(monthAmountMap.containsKey("September")){
                                monthAmountMap.put("September",monthAmountMap.get("September")+amount);
                            } else {
                                monthAmountMap.put("September",amount);
                            }
                            if(monthAmountMap.containsKey("October")){
                                monthAmountMap.put("October",monthAmountMap.get("October")+amount);
                            } else {
                                monthAmountMap.put("October",amount);
                            }
                            if(monthAmountMap.containsKey("November")){
                                monthAmountMap.put("November",monthAmountMap.get("November")+amount);
                            } else {
                                monthAmountMap.put("November",amount);
                            }
                            if(monthAmountMap.containsKey("December")){
                                monthAmountMap.put("December",monthAmountMap.get("December")+amount);
                            } else {
                                monthAmountMap.put("December",amount);
                            }
                            customerExpectedMonthlySaleData.put(customerId,monthAmountMap);
                        }
                        //预计成单日期在9月
                        if(expectedCloseDate >= startTimeSeptember && expectedCloseDate <= endTimeSeptember) {
                            System.out.println("预计成单日期在9月："+customerId+","+projectName+","+amount);
                            if(customerExpectedMonthlySaleData.containsKey(customerId)){
                                monthAmountMap = customerExpectedMonthlySaleData.get(customerId);
                                if(monthAmountMap.containsKey("September")){
                                    monthAmountMap.put("September",monthAmountMap.get("September")+amount);
                                } else {
                                    monthAmountMap.put("September",amount);
                                }
                            } else {
                                monthAmountMap = new HashMap<>();
                                monthAmountMap.put("September",amount);
                            }
                            //9月订单金额累计到10~12月订单金额
                            if(monthAmountMap.containsKey("October")){
                                monthAmountMap.put("October",monthAmountMap.get("October")+amount);
                            } else {
                                monthAmountMap.put("October",amount);
                            }
                            if(monthAmountMap.containsKey("November")){
                                monthAmountMap.put("November",monthAmountMap.get("November")+amount);
                            } else {
                                monthAmountMap.put("November",amount);
                            }
                            if(monthAmountMap.containsKey("December")){
                                monthAmountMap.put("December",monthAmountMap.get("December")+amount);
                            } else {
                                monthAmountMap.put("December",amount);
                            }
                            customerExpectedMonthlySaleData.put(customerId,monthAmountMap);
                        }
                        //预计成单日期在10月
                        if (expectedCloseDate >= startTimeOctober && expectedCloseDate <= endTimeOctober) {
                            System.out.println("预计成单日期在10月："+customerId+","+projectName+","+amount);
                            if(customerExpectedMonthlySaleData.containsKey(customerId)){
                                monthAmountMap = customerExpectedMonthlySaleData.get(customerId);
                                if(monthAmountMap.containsKey("October")){
                                    monthAmountMap.put("October",monthAmountMap.get("October")+amount);
                                } else {
                                    monthAmountMap.put("October",amount);
                                }
                            } else {
                                monthAmountMap = new HashMap<>();
                                monthAmountMap.put("October",amount);
                            }
                            //10月订单金额累计到11~12月订单金额
                            if(monthAmountMap.containsKey("November")){
                                monthAmountMap.put("November",monthAmountMap.get("November")+amount);
                            } else {
                                monthAmountMap.put("November",amount);
                            }
                            if(monthAmountMap.containsKey("December")){
                                monthAmountMap.put("December",monthAmountMap.get("December")+amount);
                            } else {
                                monthAmountMap.put("December",amount);
                            }
                            customerExpectedMonthlySaleData.put(customerId,monthAmountMap);
                        }
                        //预计成单日期在11月
                        if (expectedCloseDate >= startTimeNovember && expectedCloseDate <= endTimeNovember) {
                            System.out.println("预计成单日期在11月："+customerId+","+projectName+","+amount);
                            if(customerExpectedMonthlySaleData.containsKey(customerId)){
                                monthAmountMap = customerExpectedMonthlySaleData.get(customerId);
                                if(monthAmountMap.containsKey("November")){
                                    monthAmountMap.put("November",monthAmountMap.get("November")+amount);
                                } else {
                                    monthAmountMap.put("November",amount);
                                }
                            } else {
                                monthAmountMap = new HashMap<>();
                                monthAmountMap.put("November",amount);
                            }
                            //11月订单金额累计到12月订单金额
                            if(monthAmountMap.containsKey("December")){
                                monthAmountMap.put("December",monthAmountMap.get("December")+amount);
                            } else {
                                monthAmountMap.put("December",amount);
                            }
                            customerExpectedMonthlySaleData.put(customerId,monthAmountMap);
                        }
                        //预计成单日期在12月
                        if (expectedCloseDate >= startTimeDecember && expectedCloseDate <= endTimeDecember) {
                            System.out.println("预计成单日期在12月："+customerId+","+projectName+","+amount);
                            if(customerExpectedMonthlySaleData.containsKey(customerId)){
                                monthAmountMap = customerExpectedMonthlySaleData.get(customerId);
                                if(monthAmountMap.containsKey("December")){
                                    monthAmountMap.put("December",monthAmountMap.get("December")+amount);
                                } else {
                                    monthAmountMap.put("December",amount);
                                }
                            } else {
                                monthAmountMap = new HashMap<>();
                                monthAmountMap.put("December",amount);
                            }
                            customerExpectedMonthlySaleData.put(customerId,monthAmountMap);
                        }

                        /*
                            预计成单日期在本月后续日期
                         */
//                        if (expectedCloseDate >= tomorrowTs && expectedCloseDate <= monthEndTs) {
//                            System.out.println("预计成单日期在当月："+customerId+","+projectName+","+amount);
//                            if(customerExpectedMonthlySaleData.containsKey(customerId)){
//                                monthAmountMap = customerExpectedMonthlySaleData.get(customerId);
//                                if(monthAmountMap.containsKey(fullMonth)){
//                                    monthAmountMap.put(fullMonth,monthAmountMap.get(fullMonth)+amount);
//                                } else {
//                                    monthAmountMap.put(fullMonth,amount);
//                                }
//                            } else {
//                                monthAmountMap = new HashMap<>();
//                                monthAmountMap.put(fullMonth,amount);
//                            }
//                            //7月订单金额累计到8~12月订单金额
//                            if(currentMonth <= 7){
//                                if(monthAmountMap.containsKey("August")){
//                                    monthAmountMap.put("August",monthAmountMap.get("August")+amount);
//                                } else {
//                                    monthAmountMap.put("August",amount);
//                                }
//                            }
//                            if(currentMonth <= 8){
//                                if(monthAmountMap.containsKey("September")){
//                                    monthAmountMap.put("September",monthAmountMap.get("September")+amount);
//                                } else {
//                                    monthAmountMap.put("September",amount);
//                                }
//                            }
//                            if(currentMonth <= 9){
//                                if(monthAmountMap.containsKey("October")){
//                                    monthAmountMap.put("October",monthAmountMap.get("October")+amount);
//                                } else {
//                                    monthAmountMap.put("October",amount);
//                                }
//                            }
//                            if(currentMonth <= 10){
//                                if(monthAmountMap.containsKey("November")){
//                                    monthAmountMap.put("November",monthAmountMap.get("November")+amount);
//                                } else {
//                                    monthAmountMap.put("November",amount);
//                                }
//                            }
//                            if(currentMonth <= 11){
//                                if(monthAmountMap.containsKey("December")){
//                                    monthAmountMap.put("December",monthAmountMap.get("December")+amount);
//                                } else {
//                                    monthAmountMap.put("December",amount);
//                                }
//                            }
//                            customerExpectedMonthlySaleData.put(customerId,monthAmountMap);
//                        }


                    }



                    //############################################# 实际部分 ####################################################

                    if(isCalculateActual){
                        if(saleRecord.get("actualCloseDate") != null){
                            actualCloseDate = Long.parseLong(saleRecord.get("actualCloseDate").toString());
                        }else{
                            actualCloseDate = Long.valueOf("0");
                        }

                    /*
                        实际成单日期在1月
                     */
                        if(actualCloseDate >= startTimeJanuary && actualCloseDate <= endTimeJanuary){
                            System.out.println("实际成单日期在1月："+customerId+","+projectName+","+amount);
                            if(customerActualMonthlySaleData.containsKey(customerId)){ //已有该客户
                                monthAmountMap = customerActualMonthlySaleData.get(customerId);
                                if(monthAmountMap.containsKey("January")){
                                    monthAmountMap.put("January",monthAmountMap.get("January")+amount);
                                }else{
                                    monthAmountMap.put("January",amount);
                                }
                            }else{ //没有该客户
                                monthAmountMap = new HashMap<>();
                                monthAmountMap.put("January",amount);
                            }
                            //1月订单金额累计到2~12月订单金额
                            if(monthAmountMap.containsKey("February")){
                                monthAmountMap.put("February",monthAmountMap.get("February")+amount);
                            }else{
                                monthAmountMap.put("February",amount);
                            }
                            if(monthAmountMap.containsKey("March")){
                                monthAmountMap.put("March",monthAmountMap.get("March")+amount);
                            }else{
                                monthAmountMap.put("March",amount);
                            }
                            if(monthAmountMap.containsKey("April")){
                                monthAmountMap.put("April",monthAmountMap.get("April")+amount);
                            }else {
                                monthAmountMap.put("April",amount);
                            }
                            if(monthAmountMap.containsKey("May")){
                                monthAmountMap.put("May",monthAmountMap.get("May")+amount);
                            }else {
                                monthAmountMap.put("May",amount);
                            }
                            if(monthAmountMap.containsKey("June")){
                                monthAmountMap.put("June",monthAmountMap.get("June")+amount);
                            } else {
                                monthAmountMap.put("June",amount);
                            }
                            if(monthAmountMap.containsKey("July")){
                                monthAmountMap.put("July",monthAmountMap.get("July")+amount);
                            } else {
                                monthAmountMap.put("July",amount);
                            }
                            if(monthAmountMap.containsKey("August")){
                                monthAmountMap.put("August",monthAmountMap.get("August")+amount);
                            } else {
                                monthAmountMap.put("August",amount);
                            }
                            if(monthAmountMap.containsKey("September")){
                                monthAmountMap.put("September",monthAmountMap.get("September")+amount);
                            } else {
                                monthAmountMap.put("September",amount);
                            }
                            if(monthAmountMap.containsKey("October")){
                                monthAmountMap.put("October",monthAmountMap.get("October")+amount);
                            } else {
                                monthAmountMap.put("October",amount);
                            }
                            if(monthAmountMap.containsKey("November")){
                                monthAmountMap.put("November",monthAmountMap.get("November")+amount);
                            } else {
                                monthAmountMap.put("November",amount);
                            }
                            if(monthAmountMap.containsKey("December")){
                                monthAmountMap.put("December",monthAmountMap.get("December")+amount);
                            } else {
                                monthAmountMap.put("December",amount);
                            }
                            customerActualMonthlySaleData.put(customerId,monthAmountMap);
                        }
                    /*
                        实际成单日期在2月
                     */
                        if(actualCloseDate >= startTimeFebruary && actualCloseDate <= endTimeFebruary){
                            System.out.println("实际成单日期在2月："+customerId+","+projectName+","+amount);
                            if(customerActualMonthlySaleData.containsKey(customerId)){ //有该客户
                                monthAmountMap = customerActualMonthlySaleData.get(customerId);
                                if(monthAmountMap.containsKey("February")){
                                    monthAmountMap.put("February",monthAmountMap.get("February")+amount);
                                } else {
                                    monthAmountMap.put("February",amount);
                                }
                            }else{ //没有该客户
                                monthAmountMap = new HashMap<>();
                                monthAmountMap.put("February",amount);
                            }
                            //2月订单金额累计到3~12月订单金额
                            if(monthAmountMap.containsKey("March")){
                                monthAmountMap.put("March",monthAmountMap.get("March")+amount);
                            } else {
                                monthAmountMap.put("March",amount);
                            }
                            if(monthAmountMap.containsKey("April")){
                                monthAmountMap.put("April",monthAmountMap.get("April")+amount);
                            } else {
                                monthAmountMap.put("April",amount);
                            }
                            if(monthAmountMap.containsKey("May")){
                                monthAmountMap.put("May",monthAmountMap.get("May")+amount);
                            } else {
                                monthAmountMap.put("May",amount);
                            }
                            if(monthAmountMap.containsKey("June")){
                                monthAmountMap.put("June",monthAmountMap.get("June")+amount);
                            } else {
                                monthAmountMap.put("June",amount);
                            }
                            if(monthAmountMap.containsKey("July")){
                                monthAmountMap.put("July",monthAmountMap.get("July")+amount);
                            } else {
                                monthAmountMap.put("July",amount);
                            }
                            if(monthAmountMap.containsKey("August")){
                                monthAmountMap.put("August",monthAmountMap.get("August")+amount);
                            } else {
                                monthAmountMap.put("August",amount);
                            }
                            if(monthAmountMap.containsKey("September")){
                                monthAmountMap.put("September",monthAmountMap.get("September")+amount);
                            } else {
                                monthAmountMap.put("September",amount);
                            }
                            if(monthAmountMap.containsKey("October")){
                                monthAmountMap.put("October",monthAmountMap.get("October")+amount);
                            } else {
                                monthAmountMap.put("October",amount);
                            }
                            if(monthAmountMap.containsKey("November")){
                                monthAmountMap.put("November",monthAmountMap.get("November")+amount);
                            } else {
                                monthAmountMap.put("November",amount);
                            }
                            if(monthAmountMap.containsKey("December")){
                                monthAmountMap.put("December",monthAmountMap.get("December")+amount);
                            } else {
                                monthAmountMap.put("December",amount);
                            }
                            customerActualMonthlySaleData.put(customerId,monthAmountMap);
                        }
                    /*
                        实际成单日期在3月
                     */
                        if(actualCloseDate >= startTimeMarch && actualCloseDate <= endTimeMarch){
                            System.out.println("实际成单日期在3月："+customerId+","+projectName+","+amount);
                            if(customerActualMonthlySaleData.containsKey(customerId)){ //有该客户
                                monthAmountMap = customerActualMonthlySaleData.get(customerId);
                                if(monthAmountMap.containsKey("March")){
                                    monthAmountMap.put("March",monthAmountMap.get("March")+amount);
                                } else {
                                    monthAmountMap.put("March",amount);
                                }
                            } else { //没有该客户
                                monthAmountMap = new HashMap<>();
                                monthAmountMap.put("March",amount);
                            }
                            //3月订单金额累计到4~12月订单金额
                            if(monthAmountMap.containsKey("April")){
                                monthAmountMap.put("April",monthAmountMap.get("April")+amount);
                            } else {
                                monthAmountMap.put("April",amount);
                            }
                            if(monthAmountMap.containsKey("May")){
                                monthAmountMap.put("May",monthAmountMap.get("May")+amount);
                            } else {
                                monthAmountMap.put("May",amount);
                            }
                            if(monthAmountMap.containsKey("June")){
                                monthAmountMap.put("June",monthAmountMap.get("June")+amount);
                            } else {
                                monthAmountMap.put("June",amount);
                            }
                            if(monthAmountMap.containsKey("July")){
                                monthAmountMap.put("July",monthAmountMap.get("July")+amount);
                            } else {
                                monthAmountMap.put("July",amount);
                            }
                            if(monthAmountMap.containsKey("August")){
                                monthAmountMap.put("August",monthAmountMap.get("August")+amount);
                            } else {
                                monthAmountMap.put("August",amount);
                            }
                            if(monthAmountMap.containsKey("September")){
                                monthAmountMap.put("September",monthAmountMap.get("September")+amount);
                            } else {
                                monthAmountMap.put("September",amount);
                            }
                            if(monthAmountMap.containsKey("October")){
                                monthAmountMap.put("October",monthAmountMap.get("October")+amount);
                            } else {
                                monthAmountMap.put("October",amount);
                            }
                            if(monthAmountMap.containsKey("November")){
                                monthAmountMap.put("November",monthAmountMap.get("November")+amount);
                            } else {
                                monthAmountMap.put("November",amount);
                            }
                            if(monthAmountMap.containsKey("December")){
                                monthAmountMap.put("December",monthAmountMap.get("December")+amount);
                            } else {
                                monthAmountMap.put("December",amount);
                            }
                            customerActualMonthlySaleData.put(customerId,monthAmountMap);
                        }
                    /*
                        实际成单日期在4月
                     */
                        if(actualCloseDate >= startTimeApril && actualCloseDate <= endTimeApril){
                            System.out.println("实际成单日期在4月："+customerId+","+projectName+","+amount);
                            if(customerActualMonthlySaleData.containsKey(customerId)){
                                monthAmountMap = customerActualMonthlySaleData.get(customerId);
                                if(monthAmountMap.containsKey("April")){
                                    monthAmountMap.put("April",monthAmountMap.get("April")+amount);
                                } else {
                                    monthAmountMap.put("April",amount);
                                }
                            } else {
                                monthAmountMap = new HashMap<>();
                                monthAmountMap.put("April",amount);
                            }
                            //4月订单金额累计到5~12月订单金额
                            if(monthAmountMap.containsKey("May")){
                                monthAmountMap.put("May",monthAmountMap.get("May")+amount);
                            } else {
                                monthAmountMap.put("May",amount);
                            }
                            if(monthAmountMap.containsKey("June")){
                                monthAmountMap.put("June",monthAmountMap.get("June")+amount);
                            } else {
                                monthAmountMap.put("June",amount);
                            }
                            if(monthAmountMap.containsKey("July")){
                                monthAmountMap.put("July",monthAmountMap.get("July")+amount);
                            } else {
                                monthAmountMap.put("July",amount);
                            }
                            if(monthAmountMap.containsKey("August")){
                                monthAmountMap.put("August",monthAmountMap.get("August")+amount);
                            } else {
                                monthAmountMap.put("August",amount);
                            }
                            if(monthAmountMap.containsKey("September")){
                                monthAmountMap.put("September",monthAmountMap.get("September")+amount);
                            } else {
                                monthAmountMap.put("September",amount);
                            }
                            if(monthAmountMap.containsKey("October")){
                                monthAmountMap.put("October",monthAmountMap.get("October")+amount);
                            } else {
                                monthAmountMap.put("October",amount);
                            }
                            if(monthAmountMap.containsKey("November")){
                                monthAmountMap.put("November",monthAmountMap.get("November")+amount);
                            } else {
                                monthAmountMap.put("November",amount);
                            }
                            if(monthAmountMap.containsKey("December")){
                                monthAmountMap.put("December",monthAmountMap.get("December")+amount);
                            } else {
                                monthAmountMap.put("December",amount);
                            }
                            customerActualMonthlySaleData.put(customerId,monthAmountMap);
                        }
                    /*
                        实际成单日期在5月
                     */
                        if(actualCloseDate >= startTimeMay && actualCloseDate <= endTimeMay){
                            System.out.println("实际成单日期在5月："+customerId+","+projectName+","+amount);
                            if(customerActualMonthlySaleData.containsKey(customerId)){
                                monthAmountMap = customerActualMonthlySaleData.get(customerId);
                                if(monthAmountMap.containsKey("May")){
                                    monthAmountMap.put("May",monthAmountMap.get("May")+amount);
                                } else {
                                    monthAmountMap.put("May",amount);
                                }
                            } else {
                                monthAmountMap = new HashMap<>();
                                monthAmountMap.put("May",amount);
                            }
                            //5月订单金额累计到6~12月订单金额
                            if(monthAmountMap.containsKey("June")){
                                monthAmountMap.put("June",monthAmountMap.get("June")+amount);
                            } else {
                                monthAmountMap.put("June",amount);
                            }
                            if(monthAmountMap.containsKey("July")){
                                monthAmountMap.put("July",monthAmountMap.get("July")+amount);
                            } else {
                                monthAmountMap.put("July",amount);
                            }
                            if(monthAmountMap.containsKey("August")){
                                monthAmountMap.put("August",monthAmountMap.get("August")+amount);
                            } else {
                                monthAmountMap.put("August",amount);
                            }
                            if(monthAmountMap.containsKey("September")){
                                monthAmountMap.put("September",monthAmountMap.get("September")+amount);
                            } else {
                                monthAmountMap.put("September",amount);
                            }
                            if(monthAmountMap.containsKey("October")){
                                monthAmountMap.put("October",monthAmountMap.get("October")+amount);
                            } else {
                                monthAmountMap.put("October",amount);
                            }
                            if(monthAmountMap.containsKey("November")){
                                monthAmountMap.put("November",monthAmountMap.get("November")+amount);
                            } else {
                                monthAmountMap.put("November",amount);
                            }
                            if(monthAmountMap.containsKey("December")){
                                monthAmountMap.put("December",monthAmountMap.get("December")+amount);
                            } else {
                                monthAmountMap.put("December",amount);
                            }
                            customerActualMonthlySaleData.put(customerId,monthAmountMap);
                        }
                    /*
                        实际成单日期在6月
                     */
                        if(actualCloseDate >= startTimeJune && actualCloseDate <= endTimeJune){
                            System.out.println("实际成单日期在6月："+customerId+","+projectName+","+amount);
                            if(customerActualMonthlySaleData.containsKey(customerId)){
                                monthAmountMap = customerActualMonthlySaleData.get(customerId);
                                if(monthAmountMap.containsKey("June")){
                                    monthAmountMap.put("June",monthAmountMap.get("June")+amount);
                                } else {
                                    monthAmountMap.put("June",amount);
                                }
                            } else {
                                monthAmountMap = new HashMap<>();
                                monthAmountMap.put("June",amount);
                            }
                            //6月订单金额累计到7~12月订单金额
                            if(monthAmountMap.containsKey("July")){
                                monthAmountMap.put("July",monthAmountMap.get("July")+amount);
                            } else {
                                monthAmountMap.put("July",amount);
                            }
                            if(monthAmountMap.containsKey("August")){
                                monthAmountMap.put("August",monthAmountMap.get("August")+amount);
                            } else {
                                monthAmountMap.put("August",amount);
                            }
                            if(monthAmountMap.containsKey("September")){
                                monthAmountMap.put("September",monthAmountMap.get("September")+amount);
                            } else {
                                monthAmountMap.put("September",amount);
                            }
                            if(monthAmountMap.containsKey("October")){
                                monthAmountMap.put("October",monthAmountMap.get("October")+amount);
                            } else {
                                monthAmountMap.put("October",amount);
                            }
                            if(monthAmountMap.containsKey("November")){
                                monthAmountMap.put("November",monthAmountMap.get("November")+amount);
                            } else {
                                monthAmountMap.put("November",amount);
                            }
                            if(monthAmountMap.containsKey("December")){
                                monthAmountMap.put("December",monthAmountMap.get("December")+amount);
                            } else {
                                monthAmountMap.put("December",amount);
                            }
                            customerActualMonthlySaleData.put(customerId,monthAmountMap);
                        }
                    /*
                        实际成单日期在7月
                     */
                        if(actualCloseDate >= startTimeJuly && actualCloseDate <= endTimeJuly){
                            System.out.println("实际成单日期在7月："+customerId+","+projectName+","+amount);
                            if(customerActualMonthlySaleData.containsKey(customerId)){
                                monthAmountMap = customerActualMonthlySaleData.get(customerId);
                                if(monthAmountMap.containsKey("July")){
                                    monthAmountMap.put("July",monthAmountMap.get("July")+amount);
                                } else {
                                    monthAmountMap.put("July",amount);
                                }
                            } else {
                                monthAmountMap = new HashMap<>();
                                monthAmountMap.put("July",amount);
                            }
                            //7月订单金额累计到8~12月订单金额
                            if(monthAmountMap.containsKey("August")){
                                monthAmountMap.put("August",monthAmountMap.get("August")+amount);
                            } else {
                                monthAmountMap.put("August",amount);
                            }
                            if(monthAmountMap.containsKey("September")){
                                monthAmountMap.put("September",monthAmountMap.get("September")+amount);
                            } else {
                                monthAmountMap.put("September",amount);
                            }
                            if(monthAmountMap.containsKey("October")){
                                monthAmountMap.put("October",monthAmountMap.get("October")+amount);
                            } else {
                                monthAmountMap.put("October",amount);
                            }
                            if(monthAmountMap.containsKey("November")){
                                monthAmountMap.put("November",monthAmountMap.get("November")+amount);
                            } else {
                                monthAmountMap.put("November",amount);
                            }
                            if(monthAmountMap.containsKey("December")){
                                monthAmountMap.put("December",monthAmountMap.get("December")+amount);
                            } else {
                                monthAmountMap.put("December",amount);
                            }
                            customerActualMonthlySaleData.put(customerId,monthAmountMap);
                        }
                    /*
                        实际成单日期在8月
                     */
                        if(actualCloseDate >= startTimeAugust && actualCloseDate <= endTimeAugust){
                            System.out.println("实际成单日期在8月："+customerId+","+projectName+","+amount);
                            if(customerActualMonthlySaleData.containsKey(customerId)){
                                monthAmountMap = customerActualMonthlySaleData.get(customerId);
                                if(monthAmountMap.containsKey("August")){
                                    monthAmountMap.put("August",monthAmountMap.get("August")+amount);
                                } else {
                                    monthAmountMap.put("August",amount);
                                }
                            } else {
                                monthAmountMap = new HashMap<>();
                                monthAmountMap.put("August",amount);
                            }
                            //8月订单金额累计到9~12月订单金额
                            if(monthAmountMap.containsKey("September")){
                                monthAmountMap.put("September",monthAmountMap.get("September")+amount);
                            } else {
                                monthAmountMap.put("September",amount);
                            }
                            if(monthAmountMap.containsKey("October")){
                                monthAmountMap.put("October",monthAmountMap.get("October")+amount);
                            } else {
                                monthAmountMap.put("October",amount);
                            }
                            if(monthAmountMap.containsKey("November")){
                                monthAmountMap.put("November",monthAmountMap.get("November")+amount);
                            } else {
                                monthAmountMap.put("November",amount);
                            }
                            if(monthAmountMap.containsKey("December")){
                                monthAmountMap.put("December",monthAmountMap.get("December")+amount);
                            } else {
                                monthAmountMap.put("December",amount);
                            }
                            customerActualMonthlySaleData.put(customerId,monthAmountMap);
                        }
                    /*
                        实际成单日期在9月
                     */
                        if(actualCloseDate >= startTimeSeptember && actualCloseDate <= endTimeSeptember){
                            System.out.println("实际成单日期在9月："+customerId+","+projectName+","+amount);
                            if(customerActualMonthlySaleData.containsKey(customerId)){
                                monthAmountMap = customerActualMonthlySaleData.get(customerId);
                                if(monthAmountMap.containsKey("September")){
                                    monthAmountMap.put("September",monthAmountMap.get("September")+amount);
                                } else {
                                    monthAmountMap.put("September",amount);
                                }
                            } else {
                                monthAmountMap = new HashMap<>();
                                monthAmountMap.put("September",amount);
                            }
                            //9月订单金额累计到10~12月订单金额
                            if(monthAmountMap.containsKey("October")){
                                monthAmountMap.put("October",monthAmountMap.get("October")+amount);
                            } else {
                                monthAmountMap.put("October",amount);
                            }
                            if(monthAmountMap.containsKey("November")){
                                monthAmountMap.put("November",monthAmountMap.get("November")+amount);
                            } else {
                                monthAmountMap.put("November",amount);
                            }
                            if(monthAmountMap.containsKey("December")){
                                monthAmountMap.put("December",monthAmountMap.get("December")+amount);
                            } else {
                                monthAmountMap.put("December",amount);
                            }
                            customerActualMonthlySaleData.put(customerId,monthAmountMap);
                        }
                    /*
                        实际成单日期在10月
                     */
                        if(actualCloseDate >= startTimeOctober && actualCloseDate <= endTimeOctober){
                            System.out.println("实际成单日期在10月："+customerId+","+projectName+","+amount);
                            if(customerActualMonthlySaleData.containsKey(customerId)){
                                monthAmountMap = customerActualMonthlySaleData.get(customerId);
                                if(monthAmountMap.containsKey("October")){
                                    monthAmountMap.put("October",monthAmountMap.get("October")+amount);
                                } else {
                                    monthAmountMap.put("October",amount);
                                }
                            } else {
                                monthAmountMap = new HashMap<>();
                                monthAmountMap.put("October",amount);
                            }
                            //10月订单金额累计到11~12月订单金额
                            if(monthAmountMap.containsKey("November")){
                                monthAmountMap.put("November",monthAmountMap.get("November")+amount);
                            } else {
                                monthAmountMap.put("November",amount);
                            }
                            if(monthAmountMap.containsKey("December")){
                                monthAmountMap.put("December",monthAmountMap.get("December")+amount);
                            } else {
                                monthAmountMap.put("December",amount);
                            }
                            customerActualMonthlySaleData.put(customerId,monthAmountMap);
                        }
                    /*
                        实际成单日期在11月
                     */
                        if(actualCloseDate >= startTimeNovember && actualCloseDate <= endTimeNovember){
                            System.out.println("实际成单日期在11月："+customerId+","+projectName+","+amount);
                            if(customerActualMonthlySaleData.containsKey(customerId)){
                                monthAmountMap = customerActualMonthlySaleData.get(customerId);
                                if(monthAmountMap.containsKey("November")){
                                    monthAmountMap.put("November",monthAmountMap.get("November")+amount);
                                } else {
                                    monthAmountMap.put("November",amount);
                                }
                            } else {
                                monthAmountMap = new HashMap<>();
                                monthAmountMap.put("November",amount);
                            }
                            //11月订单金额累计到12月订单金额
                            if(monthAmountMap.containsKey("December")){
                                monthAmountMap.put("December",monthAmountMap.get("December")+amount);
                            } else {
                                monthAmountMap.put("December",amount);
                            }
                            customerActualMonthlySaleData.put(customerId,monthAmountMap);
                        }
                    /*
                        实际成单日期在12月
                     */
                        if(actualCloseDate >= startTimeDecember && actualCloseDate <= endTimeDecember){
                            System.out.println("实际成单日期在12月："+customerId+","+projectName+","+amount);
                            if(customerActualMonthlySaleData.containsKey(customerId)){
                                monthAmountMap = customerActualMonthlySaleData.get(customerId);
                                if(monthAmountMap.containsKey("December")){
                                    monthAmountMap.put("December",monthAmountMap.get("December")+amount);
                                } else {
                                    monthAmountMap.put("December",amount);
                                }
                            } else {
                                monthAmountMap = new HashMap<>();
                                monthAmountMap.put("December",amount);
                            }
                            customerActualMonthlySaleData.put(customerId,monthAmountMap);
                        }

                        /*
                            实际成单日期在本月已过日期
                         */
//                        if (actualCloseDate >= monthBeginTs && actualCloseDate <= tomorrowTs) {
//                            System.out.println("实际成单日期在当月："+customerId+","+projectName+","+amount);
//                            if(customerActualMonthlySaleData.containsKey(customerId)){
//                                monthAmountMap = customerActualMonthlySaleData.get(customerId);
//                                if(monthAmountMap.containsKey(fullMonth)){
//                                    monthAmountMap.put(fullMonth,monthAmountMap.get(fullMonth)+amount);
//                                } else {
//                                    monthAmountMap.put(fullMonth,amount);
//                                }
//                            } else {
//                                monthAmountMap = new HashMap<>();
//                                monthAmountMap.put(fullMonth,amount);
//                            }
//                            //7月订单金额累计到8~12月订单金额
//                            if(currentMonth <= 7){
//                                if(monthAmountMap.containsKey("August")){
//                                    monthAmountMap.put("August",monthAmountMap.get("August")+amount);
//                                } else {
//                                    monthAmountMap.put("August",amount);
//                                }
//                            }
//                            if(currentMonth <= 8){
//                                if(monthAmountMap.containsKey("September")){
//                                    monthAmountMap.put("September",monthAmountMap.get("September")+amount);
//                                } else {
//                                    monthAmountMap.put("September",amount);
//                                }
//                            }
//                            if(currentMonth <= 9){
//                                if(monthAmountMap.containsKey("October")){
//                                    monthAmountMap.put("October",monthAmountMap.get("October")+amount);
//                                } else {
//                                    monthAmountMap.put("October",amount);
//                                }
//                            }
//                            if(currentMonth <= 10){
//                                if(monthAmountMap.containsKey("November")){
//                                    monthAmountMap.put("November",monthAmountMap.get("November")+amount);
//                                } else {
//                                    monthAmountMap.put("November",amount);
//                                }
//                            }
//                            if(currentMonth <= 11){
//                                if(monthAmountMap.containsKey("December")){
//                                    monthAmountMap.put("December",monthAmountMap.get("December")+amount);
//                                } else {
//                                    monthAmountMap.put("December",amount);
//                                }
//                            }
//                            customerActualMonthlySaleData.put(customerId,monthAmountMap);
//                        }


                    }


                }

            } catch (Exception e) {
                log.error("按月份累计每个客户的订单金额异常",e);
            }
        }

        System.out.println("count="+ count);

        System.out.println("客户月度累计订单金额（预计）：");
        for (String customerKey : customerExpectedMonthlySaleData.keySet()){
//            if("KJvf77GJEK".equals(customerKey)){
//                System.out.println("Mantic Games："+JSON.toJSONString(customerExpectedMonthlySaleData.get(customerKey)));
//            }
            System.out.println(customerKey+":"+JSON.toJSONString(customerExpectedMonthlySaleData.get(customerKey)));
        }

        System.out.println("客户月度累计订单金额（实际）：");
        for (String customerKey : customerActualMonthlySaleData.keySet()){
//            if("KJvf77GJEK".equals(customerKey)){
//                System.out.println("Mantic Games："+JSON.toJSONString(customerActualMonthlySaleData.get(customerKey)));
//            }
            System.out.println(customerKey+":"+ JSON.toJSONString(customerActualMonthlySaleData.get(customerKey)));
        }


        System.out.println("划分A类和B类客户");
        Map<String,Map<String,List<String>>> expectedBusinessUserMonthlyCustomersA = new HashMap<>();    //业务员月度客户A类（预计）
        Map<String,Map<String,List<String>>> actualBusinessUserMonthlyCustomersA = new HashMap<>();    //业务员月度A类客户（实际）
        Map<String,Map<String,List<String>>> expectedBusinessUserMonthlyCustomersB = new HashMap<>();    //业务员月度客户B类（预计）
        Map<String,Map<String,List<String>>> actualBusinessUserMonthlyCustomersB = new HashMap<>();    //业务员月度客户B类（实际）
        Map<String,List<String>> monthlyCustomersA = new HashMap<>();
        Map<String,List<String>> monthlyCustomersB = new HashMap<>();
        List<String> customersAB = new ArrayList<>();
        List<String> expectedCustomersA = new ArrayList<>();  //预计发展A类客户（不重复）
        List<String> expectedCustomersB = new ArrayList<>();  //预计发展B类客户（不重复）
        List<String> actualCustomersA = new ArrayList<>();  //实际发展A类客户（不重复）
        List<String> actualCustomersB = new ArrayList<>();  //实际发展B类客户（不重复）
        Double amountCustomerA = Double.valueOf(3000000); //A类客户最低金额
        Double amountCustomerB = Double.valueOf(1000000); //B类客户最低金额


        //############################################# 预计部分 ####################################################

        //1月预计发展A类客户
        System.out.println("1月预计发展A类客户");
        for (String customerKey : customerExpectedMonthlySaleData.keySet()){
            monthAmountMap  = customerExpectedMonthlySaleData.get(customerKey);
            if(monthAmountMap.get("January") != null && monthAmountMap.get("January") >= amountCustomerA){
                if(!expectedCustomersA.contains(customerKey)){ //检查是否已在预计A类客户名单中
                    System.out.println(customerKey+":"+monthAmountMap.get("January"));
                    expectedCustomersA.add(customerKey);
                    unionId = customerBusinessUserMap.get(customerKey);
                    if(unionId != null){
                        if(expectedBusinessUserMonthlyCustomersA.containsKey(unionId)){
                            monthlyCustomersA = expectedBusinessUserMonthlyCustomersA.get(unionId);
                            if(monthlyCustomersA.containsKey("January")){
                                customersAB = monthlyCustomersA.get("January");
                                customersAB.add(customerKey);
                                monthlyCustomersA.put("January",customersAB);
                            } else{
                                customersAB = new ArrayList<String>();
                                customersAB.add(customerKey);
                                monthlyCustomersA.put("January",customersAB);
                            }
                            expectedBusinessUserMonthlyCustomersA.put(unionId,monthlyCustomersA);
                        } else {
                            customersAB = new ArrayList<String>();
                            customersAB.add(customerKey);
                            monthlyCustomersA = new HashMap<>();
                            monthlyCustomersA.put("January",customersAB);
                            expectedBusinessUserMonthlyCustomersA.put(unionId,monthlyCustomersA);
                        }
                    }
                }
            }
        }
        //1月预计发展B类客户
        System.out.println("1月预计发展B类客户");
        for (String customerKey : customerExpectedMonthlySaleData.keySet()){
            monthAmountMap  = customerExpectedMonthlySaleData.get(customerKey);
            if(monthAmountMap.get("January") != null && monthAmountMap.get("January") >= amountCustomerB && monthAmountMap.get("January") < amountCustomerA){
                if(!expectedCustomersB.contains(customerKey)) { //检查是否已在预计B类客户名单中
                    System.out.println(customerKey+":"+monthAmountMap.get("January"));
                    expectedCustomersB.add(customerKey);
                    unionId = customerBusinessUserMap.get(customerKey);
                    if(unionId != null){
                        if(expectedBusinessUserMonthlyCustomersB.containsKey(unionId)){
                            monthlyCustomersB = expectedBusinessUserMonthlyCustomersB.get(unionId);
                            if(monthlyCustomersB.containsKey("January")){
                                customersAB = monthlyCustomersB.get("January");
                                customersAB.add(customerKey);
                                monthlyCustomersB.put("January",customersAB);
                            } else{
                                customersAB = new ArrayList<String>();
                                customersAB.add(customerKey);
                                monthlyCustomersB.put("January",customersAB);
                            }
                            expectedBusinessUserMonthlyCustomersB.put(unionId,monthlyCustomersB);
                        } else {
                            customersAB = new ArrayList<String>();
                            customersAB.add(customerKey);
                            monthlyCustomersB = new HashMap<>();
                            monthlyCustomersB.put("January",customersAB);
                            expectedBusinessUserMonthlyCustomersB.put(unionId,monthlyCustomersB);
                        }
                    }
                }
            }
        }
        //2月预计发展A类客户
        System.out.println("2月预计发展A类客户");
        for (String customerKey : customerExpectedMonthlySaleData.keySet()){
            monthAmountMap  = customerExpectedMonthlySaleData.get(customerKey);
            if(monthAmountMap.get("February") != null && monthAmountMap.get("February") >= amountCustomerA){
                if(!expectedCustomersA.contains(customerKey)){ //检查是否已在预计A类客户名单中
                    System.out.println(customerKey+":"+monthAmountMap.get("February"));
                    expectedCustomersA.add(customerKey);
                    unionId = customerBusinessUserMap.get(customerKey);
                    if(unionId != null){
                        if(expectedBusinessUserMonthlyCustomersA.containsKey(unionId)){
                            monthlyCustomersA = expectedBusinessUserMonthlyCustomersA.get(unionId);
                            if(monthlyCustomersA.containsKey("February")){
                                customersAB = monthlyCustomersA.get("February");
                                customersAB.add(customerKey);
                                monthlyCustomersA.put("February",customersAB);
                            } else{
                                customersAB = new ArrayList<String>();
                                customersAB.add(customerKey);
                                monthlyCustomersA.put("February",customersAB);
                            }
                            expectedBusinessUserMonthlyCustomersA.put(unionId,monthlyCustomersA);
                        } else {
                            customersAB = new ArrayList<String>();
                            customersAB.add(customerKey);
                            monthlyCustomersA = new HashMap<>();
                            monthlyCustomersA.put("February",customersAB);
                            expectedBusinessUserMonthlyCustomersA.put(unionId,monthlyCustomersA);
                        }
                    }
                }
            }
        }
        //2月预计发展B类客户
        System.out.println("2月预计发展B类客户");
        for (String customerKey : customerExpectedMonthlySaleData.keySet()){
            monthAmountMap  = customerExpectedMonthlySaleData.get(customerKey);
            if(monthAmountMap.get("February") != null && monthAmountMap.get("February") >= amountCustomerB && monthAmountMap.get("February") < amountCustomerA){
                if(!expectedCustomersB.contains(customerKey)) { //检查是否已在预计B类客户名单中
                    System.out.println(customerKey+":"+monthAmountMap.get("February"));
                    expectedCustomersB.add(customerKey);
                    unionId = customerBusinessUserMap.get(customerKey);
                    if(unionId != null){
                        if(expectedBusinessUserMonthlyCustomersB.containsKey(unionId)){
                            monthlyCustomersB = expectedBusinessUserMonthlyCustomersB.get(unionId);
                            if(monthlyCustomersB.containsKey("February")){
                                customersAB = monthlyCustomersB.get("February");
                                customersAB.add(customerKey);
                                monthlyCustomersB.put("February",customersAB);
                            } else{
                                customersAB = new ArrayList<String>();
                                customersAB.add(customerKey);
                                monthlyCustomersB.put("February",customersAB);
                            }
                            expectedBusinessUserMonthlyCustomersB.put(unionId,monthlyCustomersB);
                        } else {
                            customersAB = new ArrayList<String>();
                            customersAB.add(customerKey);
                            monthlyCustomersB = new HashMap<>();
                            monthlyCustomersB.put("February",customersAB);
                            expectedBusinessUserMonthlyCustomersB.put(unionId,monthlyCustomersB);
                        }
                    }
                }
            }
        }
        //3月预计发展A类客户
        System.out.println("3月预计发展A类客户");
        for (String customerKey : customerExpectedMonthlySaleData.keySet()){
            monthAmountMap  = customerExpectedMonthlySaleData.get(customerKey);
            if(monthAmountMap.get("March") != null && monthAmountMap.get("March") >= amountCustomerA){
                if(!expectedCustomersA.contains(customerKey)){ //检查是否已在预计A类客户名单中
                    System.out.println(customerKey+":"+monthAmountMap.get("March"));
                    expectedCustomersA.add(customerKey);
                    unionId = customerBusinessUserMap.get(customerKey);
                    if(unionId != null){
                        if(expectedBusinessUserMonthlyCustomersA.containsKey(unionId)){
                            monthlyCustomersA = expectedBusinessUserMonthlyCustomersA.get(unionId);
                            if(monthlyCustomersA.containsKey("March")){
                                customersAB = monthlyCustomersA.get("March");
                                customersAB.add(customerKey);
                                monthlyCustomersA.put("March",customersAB);
                            } else{
                                customersAB = new ArrayList<String>();
                                customersAB.add(customerKey);
                                monthlyCustomersA.put("March",customersAB);
                            }
                            expectedBusinessUserMonthlyCustomersA.put(unionId,monthlyCustomersA);
                        } else {
                            customersAB = new ArrayList<String>();
                            customersAB.add(customerKey);
                            monthlyCustomersA = new HashMap<>();
                            monthlyCustomersA.put("March",customersAB);
                            expectedBusinessUserMonthlyCustomersA.put(unionId,monthlyCustomersA);
                        }
                    }
                }
            }
        }
        //3月预计发展B类客户
        System.out.println("3月预计发展B类客户");
        for (String customerKey : customerExpectedMonthlySaleData.keySet()){
            monthAmountMap  = customerExpectedMonthlySaleData.get(customerKey);
            if(monthAmountMap.get("March") != null && monthAmountMap.get("March") >= amountCustomerB && monthAmountMap.get("March") < amountCustomerA){
                if(!expectedCustomersB.contains(customerKey)) { //检查是否已在预计B类客户名单中
                    System.out.println(customerKey+":"+monthAmountMap.get("March"));
                    expectedCustomersB.add(customerKey);
                    unionId = customerBusinessUserMap.get(customerKey);
                    if(unionId != null){
                        if(expectedBusinessUserMonthlyCustomersB.containsKey(unionId)){
                            monthlyCustomersB = expectedBusinessUserMonthlyCustomersB.get(unionId);
                            if(monthlyCustomersB.containsKey("March")){
                                customersAB = monthlyCustomersB.get("March");
                                customersAB.add(customerKey);
                                monthlyCustomersB.put("March",customersAB);
                            } else{
                                customersAB = new ArrayList<String>();
                                customersAB.add(customerKey);
                                monthlyCustomersB.put("March",customersAB);
                            }
                            expectedBusinessUserMonthlyCustomersB.put(unionId,monthlyCustomersB);
                        } else {
                            customersAB = new ArrayList<String>();
                            customersAB.add(customerKey);
                            monthlyCustomersB = new HashMap<>();
                            monthlyCustomersB.put("March",customersAB);
                            expectedBusinessUserMonthlyCustomersB.put(unionId,monthlyCustomersB);
                        }
                    }
                }
            }
        }
        //4月预计发展A类客户
        System.out.println("4月预计发展A类客户");
        for (String customerKey : customerExpectedMonthlySaleData.keySet()){
            monthAmountMap  = customerExpectedMonthlySaleData.get(customerKey);
            if(monthAmountMap.get("April") != null && monthAmountMap.get("April") >= amountCustomerA){
                if(!expectedCustomersA.contains(customerKey)){ //检查是否已在预计A类客户名单中
                    System.out.println(customerKey+":"+monthAmountMap.get("April"));
                    expectedCustomersA.add(customerKey);
                    unionId = customerBusinessUserMap.get(customerKey);
                    if(unionId != null){
                        if(expectedBusinessUserMonthlyCustomersA.containsKey(unionId)){
                            monthlyCustomersA = expectedBusinessUserMonthlyCustomersA.get(unionId);
                            if(monthlyCustomersA.containsKey("April")){
                                customersAB = monthlyCustomersA.get("April");
                                customersAB.add(customerKey);
                                monthlyCustomersA.put("April",customersAB);
                            } else{
                                customersAB = new ArrayList<String>();
                                customersAB.add(customerKey);
                                monthlyCustomersA.put("April",customersAB);
                            }
                            expectedBusinessUserMonthlyCustomersA.put(unionId,monthlyCustomersA);
                        } else {
                            customersAB = new ArrayList<String>();
                            customersAB.add(customerKey);
                            monthlyCustomersA = new HashMap<>();
                            monthlyCustomersA.put("April",customersAB);
                            expectedBusinessUserMonthlyCustomersA.put(unionId,monthlyCustomersA);
                        }
                    }
                }
            }
        }
        //4月预计发展B类客户
        System.out.println("4月预计发展B类客户");
        for (String customerKey : customerExpectedMonthlySaleData.keySet()){
            monthAmountMap  = customerExpectedMonthlySaleData.get(customerKey);
            if(monthAmountMap.get("April") != null && monthAmountMap.get("April") >= amountCustomerB && monthAmountMap.get("April") < amountCustomerA){
                if(!expectedCustomersB.contains(customerKey)) { //检查是否已在预计B类客户名单中
                    System.out.println(customerKey+":"+monthAmountMap.get("April"));
                    expectedCustomersB.add(customerKey);
                    unionId = customerBusinessUserMap.get(customerKey);
                    if(unionId != null){
                        if(expectedBusinessUserMonthlyCustomersB.containsKey(unionId)){
                            monthlyCustomersB = expectedBusinessUserMonthlyCustomersB.get(unionId);
                            if(monthlyCustomersB.containsKey("April")){
                                customersAB = monthlyCustomersB.get("April");
                                customersAB.add(customerKey);
                                monthlyCustomersB.put("April",customersAB);
                            } else{
                                customersAB = new ArrayList<String>();
                                customersAB.add(customerKey);
                                monthlyCustomersB.put("April",customersAB);
                            }
                            expectedBusinessUserMonthlyCustomersB.put(unionId,monthlyCustomersB);
                        } else {
                            customersAB = new ArrayList<String>();
                            customersAB.add(customerKey);
                            monthlyCustomersB = new HashMap<>();
                            monthlyCustomersB.put("April",customersAB);
                            expectedBusinessUserMonthlyCustomersB.put(unionId,monthlyCustomersB);
                        }
                    }
                }
            }
        }
        //5月预计发展A类客户
        System.out.println("5月预计发展A类客户");
        for (String customerKey : customerExpectedMonthlySaleData.keySet()){
            monthAmountMap  = customerExpectedMonthlySaleData.get(customerKey);
            if(monthAmountMap.get("May") != null && monthAmountMap.get("May") >= amountCustomerA){
                if(!expectedCustomersA.contains(customerKey)){ //检查是否已在预计A类客户名单中
                    System.out.println(customerKey+":"+monthAmountMap.get("May"));
                    expectedCustomersA.add(customerKey);
                    unionId = customerBusinessUserMap.get(customerKey);
                    if(unionId != null){
                        if(expectedBusinessUserMonthlyCustomersA.containsKey(unionId)){
                            monthlyCustomersA = expectedBusinessUserMonthlyCustomersA.get(unionId);
                            if(monthlyCustomersA.containsKey("May")){
                                customersAB = monthlyCustomersA.get("May");
                                customersAB.add(customerKey);
                                monthlyCustomersA.put("May",customersAB);
                            } else{
                                customersAB = new ArrayList<String>();
                                customersAB.add(customerKey);
                                monthlyCustomersA.put("May",customersAB);
                            }
                            expectedBusinessUserMonthlyCustomersA.put(unionId,monthlyCustomersA);
                        } else {
                            customersAB = new ArrayList<String>();
                            customersAB.add(customerKey);
                            monthlyCustomersA = new HashMap<>();
                            monthlyCustomersA.put("May",customersAB);
                            expectedBusinessUserMonthlyCustomersA.put(unionId,monthlyCustomersA);
                        }
                    }
                }
            }
        }
        //5月预计发展B类客户
        System.out.println("5月预计发展B类客户");
        for (String customerKey : customerExpectedMonthlySaleData.keySet()){
            monthAmountMap  = customerExpectedMonthlySaleData.get(customerKey);
            if(monthAmountMap.get("May") != null && monthAmountMap.get("May") >= amountCustomerB && monthAmountMap.get("May") < amountCustomerA){
                if(!expectedCustomersB.contains(customerKey)) { //检查是否已在预计B类客户名单中
                    System.out.println(customerKey+":"+monthAmountMap.get("May"));
                    expectedCustomersB.add(customerKey);
                    unionId = customerBusinessUserMap.get(customerKey);
                    if(unionId != null){
                        if(expectedBusinessUserMonthlyCustomersB.containsKey(unionId)){
                            monthlyCustomersB = expectedBusinessUserMonthlyCustomersB.get(unionId);
                            if(monthlyCustomersB.containsKey("May")){
                                customersAB = monthlyCustomersB.get("May");
                                customersAB.add(customerKey);
                                monthlyCustomersB.put("May",customersAB);
                            } else{
                                customersAB = new ArrayList<String>();
                                customersAB.add(customerKey);
                                monthlyCustomersB.put("May",customersAB);
                            }
                            expectedBusinessUserMonthlyCustomersB.put(unionId,monthlyCustomersB);
                        } else {
                            customersAB = new ArrayList<String>();
                            customersAB.add(customerKey);
                            monthlyCustomersB = new HashMap<>();
                            monthlyCustomersB.put("May",customersAB);
                            expectedBusinessUserMonthlyCustomersB.put(unionId,monthlyCustomersB);
                        }
                    }
                }
            }
        }
        //6月预计发展A类客户
        System.out.println("6月预计发展A类客户");
        for (String customerKey : customerExpectedMonthlySaleData.keySet()){
            monthAmountMap  = customerExpectedMonthlySaleData.get(customerKey);
            if(monthAmountMap.get("June") != null && monthAmountMap.get("June") >= amountCustomerA){
                if(!expectedCustomersA.contains(customerKey)){ //检查是否已在预计A类客户名单中
                    System.out.println(customerKey+":"+monthAmountMap.get("June"));
                    expectedCustomersA.add(customerKey);
                    unionId = customerBusinessUserMap.get(customerKey);
                    if(unionId != null){
                        if(expectedBusinessUserMonthlyCustomersA.containsKey(unionId)){
                            monthlyCustomersA = expectedBusinessUserMonthlyCustomersA.get(unionId);
                            if(monthlyCustomersA.containsKey("June")){
                                customersAB = monthlyCustomersA.get("June");
                                customersAB.add(customerKey);
                                monthlyCustomersA.put("June",customersAB);
                            } else{
                                customersAB = new ArrayList<String>();
                                customersAB.add(customerKey);
                                monthlyCustomersA.put("June",customersAB);
                            }
                            expectedBusinessUserMonthlyCustomersA.put(unionId,monthlyCustomersA);
                        } else {
                            customersAB = new ArrayList<String>();
                            customersAB.add(customerKey);
                            monthlyCustomersA = new HashMap<>();
                            monthlyCustomersA.put("June",customersAB);
                            expectedBusinessUserMonthlyCustomersA.put(unionId,monthlyCustomersA);
                        }
                    }
                }
            }
        }
        //6月预计发展B类客户
        System.out.println("6月预计发展B类客户");
        for (String customerKey : customerExpectedMonthlySaleData.keySet()){
            monthAmountMap  = customerExpectedMonthlySaleData.get(customerKey);
            if(monthAmountMap.get("June") != null && monthAmountMap.get("June") >= amountCustomerB && monthAmountMap.get("June") < amountCustomerA){
                if(!expectedCustomersB.contains(customerKey)) { //检查是否已在预计B类客户名单中
                    System.out.println(customerKey+":"+monthAmountMap.get("June"));
                    expectedCustomersB.add(customerKey);
                    unionId = customerBusinessUserMap.get(customerKey);
                    if(unionId != null){
                        if(expectedBusinessUserMonthlyCustomersB.containsKey(unionId)){
                            monthlyCustomersB = expectedBusinessUserMonthlyCustomersB.get(unionId);
                            if(monthlyCustomersB.containsKey("June")){
                                customersAB = monthlyCustomersB.get("June");
                                customersAB.add(customerKey);
                                monthlyCustomersB.put("June",customersAB);
                            } else{
                                customersAB = new ArrayList<String>();
                                customersAB.add(customerKey);
                                monthlyCustomersB.put("June",customersAB);
                            }
                            expectedBusinessUserMonthlyCustomersB.put(unionId,monthlyCustomersB);
                        } else {
                            customersAB = new ArrayList<String>();
                            customersAB.add(customerKey);
                            monthlyCustomersB = new HashMap<>();
                            monthlyCustomersB.put("June",customersAB);
                            expectedBusinessUserMonthlyCustomersB.put(unionId,monthlyCustomersB);
                        }
                    }
                }
            }
        }
        //7月预计发展A类客户
        System.out.println("7月预计发展A类客户");
        for (String customerKey : customerExpectedMonthlySaleData.keySet()){
            monthAmountMap  = customerExpectedMonthlySaleData.get(customerKey);
            if(monthAmountMap.get("July") != null && monthAmountMap.get("July") >= amountCustomerA){
                if(!expectedCustomersA.contains(customerKey)){ //检查是否已在预计A类客户名单中
                    System.out.println(customerKey+":"+monthAmountMap.get("July"));
                    expectedCustomersA.add(customerKey);
                    unionId = customerBusinessUserMap.get(customerKey);
                    if(unionId != null){
                        if(expectedBusinessUserMonthlyCustomersA.containsKey(unionId)){
                            monthlyCustomersA = expectedBusinessUserMonthlyCustomersA.get(unionId);
                            if(monthlyCustomersA.containsKey("July")){
                                customersAB = monthlyCustomersA.get("July");
                                customersAB.add(customerKey);
                                monthlyCustomersA.put("July",customersAB);
                            } else{
                                customersAB = new ArrayList<String>();
                                customersAB.add(customerKey);
                                monthlyCustomersA.put("July",customersAB);
                            }
                            expectedBusinessUserMonthlyCustomersA.put(unionId,monthlyCustomersA);
                        } else {
                            customersAB = new ArrayList<String>();
                            customersAB.add(customerKey);
                            monthlyCustomersA = new HashMap<>();
                            monthlyCustomersA.put("July",customersAB);
                            expectedBusinessUserMonthlyCustomersA.put(unionId,monthlyCustomersA);
                        }
                    }
                }
            }
        }
        //7月预计发展B类客户
        System.out.println("7月预计发展B类客户");
        for (String customerKey : customerExpectedMonthlySaleData.keySet()){
            monthAmountMap  = customerExpectedMonthlySaleData.get(customerKey);
            if(monthAmountMap.get("July") != null && monthAmountMap.get("July") >= amountCustomerB && monthAmountMap.get("July") < amountCustomerA){
                if(!expectedCustomersB.contains(customerKey)){ //检查是否已在预计B类客户名单中
                    System.out.println(customerKey+":"+monthAmountMap.get("July"));
                    expectedCustomersB.add(customerKey);
                    unionId = customerBusinessUserMap.get(customerKey);
                    if(unionId != null){
                        if(expectedBusinessUserMonthlyCustomersB.containsKey(unionId)){
                            monthlyCustomersB = expectedBusinessUserMonthlyCustomersB.get(unionId);
                            if(monthlyCustomersB.containsKey("July")){
                                customersAB = monthlyCustomersB.get("July");
                                customersAB.add(customerKey);
                                monthlyCustomersB.put("July",customersAB);
                            } else{
                                customersAB = new ArrayList<String>();
                                customersAB.add(customerKey);
                                monthlyCustomersB.put("July",customersAB);
                            }
                            expectedBusinessUserMonthlyCustomersB.put(unionId,monthlyCustomersB);
                        } else {
                            customersAB = new ArrayList<String>();
                            customersAB.add(customerKey);
                            monthlyCustomersB = new HashMap<>();
                            monthlyCustomersB.put("July",customersAB);
                            expectedBusinessUserMonthlyCustomersB.put(unionId,monthlyCustomersB);
                        }
                    }
                }
            }
        }
        //8月预计发展A类客户
        System.out.println("8月预计发展A类客户");
        for (String customerKey : customerExpectedMonthlySaleData.keySet()){
            monthAmountMap  = customerExpectedMonthlySaleData.get(customerKey);
            if(monthAmountMap.get("August") != null && monthAmountMap.get("August") >= amountCustomerA){
                if(!expectedCustomersA.contains(customerKey)){ //检查是否已在预计A类客户名单中
                    System.out.println(customerKey+":"+monthAmountMap.get("August"));
                    expectedCustomersA.add(customerKey);
                    unionId = customerBusinessUserMap.get(customerKey);
                    if(unionId != null){
                        if(expectedBusinessUserMonthlyCustomersA.containsKey(unionId)){
                            monthlyCustomersA = expectedBusinessUserMonthlyCustomersA.get(unionId);
                            if(monthlyCustomersA.containsKey("August")){
                                customersAB = monthlyCustomersA.get("August");
                                customersAB.add(customerKey);
                                monthlyCustomersA.put("August",customersAB);
                            } else{
                                customersAB = new ArrayList<String>();
                                customersAB.add(customerKey);
                                monthlyCustomersA.put("August",customersAB);
                            }
                            expectedBusinessUserMonthlyCustomersA.put(unionId,monthlyCustomersA);
                        } else {
                            customersAB = new ArrayList<String>();
                            customersAB.add(customerKey);
                            monthlyCustomersA = new HashMap<>();
                            monthlyCustomersA.put("August",customersAB);
                            expectedBusinessUserMonthlyCustomersA.put(unionId,monthlyCustomersA);
                        }
                    }
                }
            }
        }
        //8月预计发展B类客户
        System.out.println("8月预计发展B类客户");
        for (String customerKey : customerExpectedMonthlySaleData.keySet()){
            monthAmountMap  = customerExpectedMonthlySaleData.get(customerKey);
            if(monthAmountMap.get("August") != null && monthAmountMap.get("August") >= amountCustomerB && monthAmountMap.get("August") < amountCustomerA){
                if(!expectedCustomersB.contains(customerKey)){ //检查是否已在预计B类客户名单中
                    System.out.println(customerKey+":"+monthAmountMap.get("August"));
                    expectedCustomersB.add(customerKey);
                    unionId = customerBusinessUserMap.get(customerKey);
                    if(unionId != null){
                        if(expectedBusinessUserMonthlyCustomersB.containsKey(unionId)){
                            monthlyCustomersB = expectedBusinessUserMonthlyCustomersB.get(unionId);
                            if(monthlyCustomersB.containsKey("August")){
                                customersAB = monthlyCustomersB.get("August");
                                customersAB.add(customerKey);
                                monthlyCustomersB.put("August",customersAB);
                            } else{
                                customersAB = new ArrayList<String>();
                                customersAB.add(customerKey);
                                monthlyCustomersB.put("August",customersAB);
                            }
                            expectedBusinessUserMonthlyCustomersB.put(unionId,monthlyCustomersB);
                        } else {
                            customersAB = new ArrayList<String>();
                            customersAB.add(customerKey);
                            monthlyCustomersB = new HashMap<>();
                            monthlyCustomersB.put("August",customersAB);
                            expectedBusinessUserMonthlyCustomersB.put(unionId,monthlyCustomersB);
                        }
                    }
                }
            }
        }
        //9月预计发展A类客户
        System.out.println("9月预计发展A类客户");
        for (String customerKey : customerExpectedMonthlySaleData.keySet()){
            monthAmountMap  = customerExpectedMonthlySaleData.get(customerKey);
            if(monthAmountMap.get("September") != null && monthAmountMap.get("September") >= amountCustomerA){
                if(!expectedCustomersA.contains(customerKey)){ //检查是否已在预计A类客户名单中
                    System.out.println(customerKey+":"+monthAmountMap.get("September"));
                    expectedCustomersA.add(customerKey);
                    unionId = customerBusinessUserMap.get(customerKey);
                    if(unionId != null){
                        if(expectedBusinessUserMonthlyCustomersA.containsKey(unionId)){
                            monthlyCustomersA = expectedBusinessUserMonthlyCustomersA.get(unionId);
                            if(monthlyCustomersA.containsKey("September")){
                                customersAB = monthlyCustomersA.get("September");
                                customersAB.add(customerKey);
                                monthlyCustomersA.put("September",customersAB);
                            } else{
                                customersAB = new ArrayList<String>();
                                customersAB.add(customerKey);
                                monthlyCustomersA.put("September",customersAB);
                            }
                            expectedBusinessUserMonthlyCustomersA.put(unionId,monthlyCustomersA);
                        } else {
                            customersAB = new ArrayList<String>();
                            customersAB.add(customerKey);
                            monthlyCustomersA = new HashMap<>();
                            monthlyCustomersA.put("September",customersAB);
                            expectedBusinessUserMonthlyCustomersA.put(unionId,monthlyCustomersA);
                        }
                    }
                }
            }
        }
        //9月预计发展B类客户
        System.out.println("9月预计发展B类客户");
        for (String customerKey : customerExpectedMonthlySaleData.keySet()){
            monthAmountMap  = customerExpectedMonthlySaleData.get(customerKey);
            if(monthAmountMap.get("September") != null && monthAmountMap.get("September") >= amountCustomerB && monthAmountMap.get("September") < amountCustomerA){
                if(!expectedCustomersB.contains(customerKey)){ //检查是否已在预计B类客户名单中
                    System.out.println(customerKey+":"+monthAmountMap.get("September"));
                    expectedCustomersB.add(customerKey);
                    unionId = customerBusinessUserMap.get(customerKey);
                    if(unionId != null){
                        if(expectedBusinessUserMonthlyCustomersB.containsKey(unionId)){
                            monthlyCustomersB = expectedBusinessUserMonthlyCustomersB.get(unionId);
                            if(monthlyCustomersB.containsKey("September")){
                                customersAB = monthlyCustomersA.get("September");
                                customersAB.add(customerKey);
                                monthlyCustomersB.put("September",customersAB);
                            } else{
                                customersAB = new ArrayList<String>();
                                customersAB.add(customerKey);
                                monthlyCustomersB.put("September",customersAB);
                            }
                            expectedBusinessUserMonthlyCustomersB.put(unionId,monthlyCustomersB);
                        } else {
                            customersAB = new ArrayList<String>();
                            customersAB.add(customerKey);
                            monthlyCustomersB = new HashMap<>();
                            monthlyCustomersB.put("September",customersAB);
                            expectedBusinessUserMonthlyCustomersB.put(unionId,monthlyCustomersB);
                        }
                    }
                }
            }
        }
        //10月预计发展A类客户
        System.out.println("10月预计发展A类客户");
        for (String customerKey : customerExpectedMonthlySaleData.keySet()){
            monthAmountMap  = customerExpectedMonthlySaleData.get(customerKey);
            if(monthAmountMap.get("October") != null && monthAmountMap.get("October") >= amountCustomerA){
                if(!expectedCustomersA.contains(customerKey)){ //检查是否已在预计A类客户名单中
                    System.out.println(customerKey+":"+monthAmountMap.get("October"));
                    expectedCustomersA.add(customerKey);
                    unionId = customerBusinessUserMap.get(customerKey);
                    if(unionId != null){
                        if(expectedBusinessUserMonthlyCustomersA.containsKey(unionId)){
                            monthlyCustomersA = expectedBusinessUserMonthlyCustomersA.get(unionId);
                            if(monthlyCustomersA.containsKey("October")){
                                customersAB = monthlyCustomersA.get("October");
                                customersAB.add(customerKey);
                                monthlyCustomersA.put("October",customersAB);
                            } else{
                                customersAB = new ArrayList<String>();
                                customersAB.add(customerKey);
                                monthlyCustomersA.put("October",customersAB);
                            }
                            expectedBusinessUserMonthlyCustomersA.put(unionId,monthlyCustomersA);
                        } else {
                            customersAB = new ArrayList<String>();
                            customersAB.add(customerKey);
                            monthlyCustomersA = new HashMap<>();
                            monthlyCustomersA.put("October",customersAB);
                            expectedBusinessUserMonthlyCustomersA.put(unionId,monthlyCustomersA);
                        }
                    }
                }
            }
        }
        //10月预计发展B类客户
        System.out.println("10月预计发展B类客户");
        for (String customerKey : customerExpectedMonthlySaleData.keySet()){
            monthAmountMap  = customerExpectedMonthlySaleData.get(customerKey);
            if(monthAmountMap.get("October") != null && monthAmountMap.get("October") >= amountCustomerB && monthAmountMap.get("October") < amountCustomerA){
                if(!expectedCustomersB.contains(customerKey)){ //检查是否已在预计B类客户名单中
                    System.out.println(customerKey+":"+monthAmountMap.get("October"));
                    expectedCustomersB.add(customerKey);
                    unionId = customerBusinessUserMap.get(customerKey);
                    if(unionId != null){
                        if(expectedBusinessUserMonthlyCustomersB.containsKey(unionId)){
                            monthlyCustomersB = expectedBusinessUserMonthlyCustomersB.get(unionId);
                            if(monthlyCustomersB.containsKey("October")){
                                customersAB = monthlyCustomersB.get("October");
                                customersAB.add(customerKey);
                                monthlyCustomersB.put("October",customersAB);
                            } else{
                                customersAB = new ArrayList<String>();
                                customersAB.add(customerKey);
                                monthlyCustomersB.put("October",customersAB);
                            }
                            expectedBusinessUserMonthlyCustomersB.put(unionId,monthlyCustomersB);
                        } else {
                            customersAB = new ArrayList<String>();
                            customersAB.add(customerKey);
                            monthlyCustomersB = new HashMap<>();
                            monthlyCustomersB.put("October",customersAB);
                            expectedBusinessUserMonthlyCustomersB.put(unionId,monthlyCustomersB);
                        }
                    }
                }
            }
        }
        //11月预计发展A类客户
        System.out.println("11月预计发展A类客户");
        for (String customerKey : customerExpectedMonthlySaleData.keySet()){
            monthAmountMap  = customerExpectedMonthlySaleData.get(customerKey);
            if(monthAmountMap.get("November") != null && monthAmountMap.get("November") >= amountCustomerA){
                if(!expectedCustomersA.contains(customerKey)){ //检查是否已在预计A类客户名单中
                    System.out.println(customerKey+":"+monthAmountMap.get("November"));
                    expectedCustomersA.add(customerKey);
                    unionId = customerBusinessUserMap.get(customerKey);
                    if(unionId != null){
                        if(expectedBusinessUserMonthlyCustomersA.containsKey(unionId)){
                            monthlyCustomersA = expectedBusinessUserMonthlyCustomersA.get(unionId);
                            if(monthlyCustomersA.containsKey("November")){
                                customersAB = monthlyCustomersA.get("November");
                                customersAB.add(customerKey);
                                monthlyCustomersA.put("November",customersAB);
                            } else{
                                customersAB = new ArrayList<String>();
                                customersAB.add(customerKey);
                                monthlyCustomersA.put("November",customersAB);
                            }
                            expectedBusinessUserMonthlyCustomersA.put(unionId,monthlyCustomersA);
                        } else {
                            customersAB = new ArrayList<String>();
                            customersAB.add(customerKey);
                            monthlyCustomersA = new HashMap<>();
                            monthlyCustomersA.put("November",customersAB);
                            expectedBusinessUserMonthlyCustomersA.put(unionId,monthlyCustomersA);
                        }
                    }
                }
            }
        }
        //11月预计发展B类客户
        System.out.println("11月预计发展B类客户");
        for (String customerKey : customerExpectedMonthlySaleData.keySet()){
            monthAmountMap  = customerExpectedMonthlySaleData.get(customerKey);
            if(monthAmountMap.get("November") != null && monthAmountMap.get("November") >= amountCustomerB && monthAmountMap.get("November") < amountCustomerA){
                if(!expectedCustomersB.contains(customerKey)){ //检查是否已在预计B类客户名单中
                    System.out.println(customerKey+":"+monthAmountMap.get("November"));
                    expectedCustomersB.add(customerKey);
                    unionId = customerBusinessUserMap.get(customerKey);
                    if(unionId != null){
                        if(expectedBusinessUserMonthlyCustomersB.containsKey(unionId)){
                            monthlyCustomersB = expectedBusinessUserMonthlyCustomersB.get(unionId);
                            if(monthlyCustomersB.containsKey("November")){
                                customersAB = monthlyCustomersB.get("November");
                                customersAB.add(customerKey);
                                monthlyCustomersB.put("November",customersAB);
                            } else{
                                customersAB = new ArrayList<String>();
                                customersAB.add(customerKey);
                                monthlyCustomersB.put("November",customersAB);
                            }
                            expectedBusinessUserMonthlyCustomersB.put(unionId,monthlyCustomersB);
                        } else {
                            customersAB = new ArrayList<String>();
                            customersAB.add(customerKey);
                            monthlyCustomersB = new HashMap<>();
                            monthlyCustomersB.put("November",customersAB);
                            expectedBusinessUserMonthlyCustomersB.put(unionId,monthlyCustomersB);
                        }
                    }
                }
            }
        }
        //12月预计发展A类客户
        System.out.println("12月预计发展A类客户");
        for (String customerKey : customerExpectedMonthlySaleData.keySet()){
            monthAmountMap  = customerExpectedMonthlySaleData.get(customerKey);
            if(monthAmountMap.get("December") != null && monthAmountMap.get("December") >= amountCustomerA){
                if(!expectedCustomersA.contains(customerKey)){ //检查是否已在预计A类客户名单中
                    System.out.println(customerKey+":"+monthAmountMap.get("December"));
                    expectedCustomersA.add(customerKey);
                    unionId = customerBusinessUserMap.get(customerKey);
                    if(unionId != null){
                        if(expectedBusinessUserMonthlyCustomersA.containsKey(unionId)){
                            monthlyCustomersA = expectedBusinessUserMonthlyCustomersA.get(unionId);
                            if(monthlyCustomersA.containsKey("December")){
                                customersAB = monthlyCustomersA.get("December");
                                customersAB.add(customerKey);
                                monthlyCustomersA.put("December",customersAB);
                            } else{
                                customersAB = new ArrayList<String>();
                                customersAB.add(customerKey);
                                monthlyCustomersA.put("December",customersAB);
                            }
                            expectedBusinessUserMonthlyCustomersA.put(unionId,monthlyCustomersA);
                        } else {
                            customersAB = new ArrayList<String>();
                            customersAB.add(customerKey);
                            monthlyCustomersA = new HashMap<>();
                            monthlyCustomersA.put("December",customersAB);
                            expectedBusinessUserMonthlyCustomersA.put(unionId,monthlyCustomersA);
                        }
                    }
                }
            }
        }
        //12月预计发展B类客户
        System.out.println("12月预计发展B类客户");
        for (String customerKey : customerExpectedMonthlySaleData.keySet()){
            monthAmountMap  = customerExpectedMonthlySaleData.get(customerKey);
            if(monthAmountMap.get("December") != null && monthAmountMap.get("December") >= amountCustomerB && monthAmountMap.get("December") < amountCustomerA){
                if(!expectedCustomersB.contains(customerKey)){ //检查是否已在预计A类客户名单中
                    System.out.println(customerKey+":"+monthAmountMap.get("December"));
                    expectedCustomersB.add(customerKey);
                    unionId = customerBusinessUserMap.get(customerKey);
                    if(unionId != null){
                        if(expectedBusinessUserMonthlyCustomersB.containsKey(unionId)){
                            monthlyCustomersB = expectedBusinessUserMonthlyCustomersB.get(unionId);
                            if(monthlyCustomersB.containsKey("December")){
                                customersAB = monthlyCustomersB.get("December");
                                customersAB.add(customerKey);
                                monthlyCustomersB.put("December",customersAB);
                            } else{
                                customersAB = new ArrayList<String>();
                                customersAB.add(customerKey);
                                monthlyCustomersB.put("December",customersAB);
                            }
                            expectedBusinessUserMonthlyCustomersB.put(unionId,monthlyCustomersB);
                        } else {
                            customersAB = new ArrayList<String>();
                            customersAB.add(customerKey);
                            monthlyCustomersB = new HashMap<>();
                            monthlyCustomersB.put("December",customersAB);
                            expectedBusinessUserMonthlyCustomersB.put(unionId,monthlyCustomersB);
                        }
                    }
                }
            }
        }

        log.info("业务员每月预计A类客户");
        log.info(JSONObject.toJSONString(expectedBusinessUserMonthlyCustomersA));
        log.info("业务员每月预计B类客户");
        log.info(JSONObject.toJSONString(expectedBusinessUserMonthlyCustomersB));


        //############################################# 实际部分 ####################################################

        //1月实际发展A类客户
        System.out.println("1月实际发展A类客户");
        for (String customerKey : customerActualMonthlySaleData.keySet()){
            monthAmountMap = customerActualMonthlySaleData.get(customerKey);
            if(monthAmountMap.get("January") != null && monthAmountMap.get("January") >= amountCustomerA){
                if(!actualCustomersA.contains(customerKey)){
                    System.out.println(customerKey+":"+monthAmountMap.get("January"));
                    actualCustomersA.add(customerKey);
                    unionId = customerBusinessUserMap.get(customerKey);
                    if(unionId != null){
                        if(actualBusinessUserMonthlyCustomersA.containsKey(unionId)){
                            monthlyCustomersA = actualBusinessUserMonthlyCustomersA.get(unionId);
                            if(monthlyCustomersA.containsKey("January")){
                                customersAB = monthlyCustomersA.get("January");
                                customersAB.add(customerKey);
                                monthlyCustomersA.put("January",customersAB);
                            }else{
                                customersAB = new ArrayList<String>();
                                customersAB.add(customerKey);
                                monthlyCustomersA.put("January",customersAB);
                            }
                            actualBusinessUserMonthlyCustomersA.put(unionId,monthlyCustomersA);
                        } else {
                            customersAB = new ArrayList<String>();
                            customersAB.add(customerKey);
                            monthlyCustomersA = new HashMap<>();
                            monthlyCustomersA.put("January",customersAB);
                            actualBusinessUserMonthlyCustomersA.put(unionId,monthlyCustomersA);
                        }
                    }
                }
            }
        }
        //1月实际发展B类客户
        System.out.println("1月实际发展B类客户");
        for (String customerKey : customerActualMonthlySaleData.keySet()){
            monthAmountMap = customerActualMonthlySaleData.get(customerKey);
            if(monthAmountMap.get("January") != null && monthAmountMap.get("January") >= amountCustomerB && monthAmountMap.get("January") < amountCustomerA){
                if(!actualCustomersB.contains(customerKey)){
                    System.out.println(customerKey+":"+monthAmountMap.get("January"));
                    actualCustomersB.add(customerKey);
                    unionId = customerBusinessUserMap.get(customerKey);
                    if(unionId != null){
                        if(actualBusinessUserMonthlyCustomersB.containsKey(unionId)){
                            monthlyCustomersB = actualBusinessUserMonthlyCustomersB.get(unionId);
                            if(monthlyCustomersB.containsKey("January")){
                                customersAB = monthlyCustomersB.get("January");
                                customersAB.add(customerKey);
                                monthlyCustomersB.put("January",customersAB);
                            }else{
                                customersAB = new ArrayList<String>();
                                customersAB.add(customerKey);
                                monthlyCustomersB.put("January",customersAB);
                            }
                            actualBusinessUserMonthlyCustomersB.put(unionId,monthlyCustomersB);
                        } else {
                            customersAB = new ArrayList<String>();
                            customersAB.add(customerKey);
                            monthlyCustomersB = new HashMap<>();
                            monthlyCustomersB.put("January",customersAB);
                            actualBusinessUserMonthlyCustomersB.put(unionId,monthlyCustomersB);
                        }
                    }
                }
            }
        }
        //2月实际发展A类客户
        System.out.println("2月实际发展A类客户");
        for (String customerKey : customerActualMonthlySaleData.keySet()){
            monthAmountMap = customerActualMonthlySaleData.get(customerKey);
            if(monthAmountMap.get("February") != null && monthAmountMap.get("February") >= amountCustomerA){
                if(!actualCustomersA.contains(customerKey)){
                    System.out.println(customerKey+":"+monthAmountMap.get("February"));
                    actualCustomersA.add(customerKey);
                    unionId = customerBusinessUserMap.get(customerKey);
                    if(unionId != null){
                        if(actualBusinessUserMonthlyCustomersA.containsKey(unionId)){
                            monthlyCustomersA = actualBusinessUserMonthlyCustomersA.get(unionId);
                            if(monthlyCustomersA.containsKey("February")){
                                customersAB = monthlyCustomersA.get("February");
                                customersAB.add(customerKey);
                                monthlyCustomersA.put("February",customersAB);
                            } else{
                                customersAB = new ArrayList<String>();
                                customersAB.add(customerKey);
                                monthlyCustomersA.put("February",customersAB);
                            }
                            actualBusinessUserMonthlyCustomersA.put(unionId,monthlyCustomersA);
                        } else {
                            customersAB = new ArrayList<String>();
                            customersAB.add(customerKey);
                            monthlyCustomersA = new HashMap<>();
                            monthlyCustomersA.put("February",customersAB);
                            actualBusinessUserMonthlyCustomersA.put(unionId,monthlyCustomersA);
                        }
                    }
                }
            }
        }
        //2月实际发展B类客户
        System.out.println("2月实际发展B类客户");
        for (String customerKey : customerActualMonthlySaleData.keySet()){
            monthAmountMap = customerActualMonthlySaleData.get(customerKey);
            if(monthAmountMap.get("February") != null && monthAmountMap.get("February") >= amountCustomerB && monthAmountMap.get("February") < amountCustomerA){
                if(!actualCustomersB.contains(customerKey)){
                    System.out.println(customerKey+":"+monthAmountMap.get("February"));
                    actualCustomersB.add(customerKey);
                    unionId = customerBusinessUserMap.get(customerKey);
                    if(unionId != null){
                        if(actualBusinessUserMonthlyCustomersB.containsKey(unionId)){
                            monthlyCustomersB = actualBusinessUserMonthlyCustomersB.get(unionId);
                            if(monthlyCustomersB.containsKey("February")){
                                customersAB = monthlyCustomersB.get("February");
                                customersAB.add(customerKey);
                                monthlyCustomersB.put("February",customersAB);
                            } else{
                                customersAB = new ArrayList<String>();
                                customersAB.add(customerKey);
                                monthlyCustomersB.put("February",customersAB);
                            }
                            actualBusinessUserMonthlyCustomersB.put(unionId,monthlyCustomersB);
                        } else {
                            customersAB = new ArrayList<String>();
                            customersAB.add(customerKey);
                            monthlyCustomersB = new HashMap<>();
                            monthlyCustomersB.put("February",customersAB);
                            actualBusinessUserMonthlyCustomersB.put(unionId,monthlyCustomersB);
                        }
                    }
                }
            }
        }
        //3月实际发展A类客户
        System.out.println("3月实际发展A类客户");
        for (String customerKey : customerActualMonthlySaleData.keySet()){
            monthAmountMap = customerActualMonthlySaleData.get(customerKey);
            if(monthAmountMap.get("March") != null && monthAmountMap.get("March") >= amountCustomerA){
                if(!actualCustomersA.contains(customerKey)){
                    System.out.println(customerKey+":"+monthAmountMap.get("March"));
                    actualCustomersA.add(customerKey);
                    unionId = customerBusinessUserMap.get(customerKey);
                    if(unionId != null){
                        if(actualBusinessUserMonthlyCustomersA.containsKey(unionId)){
                            monthlyCustomersA = actualBusinessUserMonthlyCustomersA.get(unionId);
                            if(monthlyCustomersA.containsKey("March")){
                                customersAB = monthlyCustomersA.get("March");
                                customersAB.add(customerKey);
                                monthlyCustomersA.put("March",customersAB);
                            } else{
                                customersAB = new ArrayList<String>();
                                customersAB.add(customerKey);
                                monthlyCustomersA.put("March",customersAB);
                            }
                            actualBusinessUserMonthlyCustomersA.put(unionId,monthlyCustomersA);
                        } else {
                            customersAB = new ArrayList<String>();
                            customersAB.add(customerKey);
                            monthlyCustomersA = new HashMap<>();
                            monthlyCustomersA.put("March",customersAB);
                            actualBusinessUserMonthlyCustomersA.put(unionId,monthlyCustomersA);
                        }
                    }
                }
            }
        }
        //3月实际发展B类客户
        System.out.println("3月实际发展B类客户");
        for (String customerKey : customerActualMonthlySaleData.keySet()){
            monthAmountMap = customerActualMonthlySaleData.get(customerKey);
            if(monthAmountMap.get("March") != null && monthAmountMap.get("March") >= amountCustomerB && monthAmountMap.get("March") < amountCustomerA){
                if(!actualCustomersB.contains(customerKey)){
                    System.out.println(customerKey+":"+monthAmountMap.get("March"));
                    actualCustomersB.add(customerKey);
                    unionId = customerBusinessUserMap.get(customerKey);
                    if(unionId != null){
                        if(actualBusinessUserMonthlyCustomersB.containsKey(unionId)){
                            monthlyCustomersB = actualBusinessUserMonthlyCustomersB.get(unionId);
                            if(monthlyCustomersB.containsKey("March")){
                                customersAB = monthlyCustomersB.get("March");
                                customersAB.add(customerKey);
                                monthlyCustomersB.put("March",customersAB);
                            } else{
                                customersAB = new ArrayList<String>();
                                customersAB.add(customerKey);
                                monthlyCustomersB.put("March",customersAB);
                            }
                            actualBusinessUserMonthlyCustomersB.put(unionId,monthlyCustomersB);
                        } else {
                            customersAB = new ArrayList<String>();
                            customersAB.add(customerKey);
                            monthlyCustomersB = new HashMap<>();
                            monthlyCustomersB.put("March",customersAB);
                            actualBusinessUserMonthlyCustomersB.put(unionId,monthlyCustomersB);
                        }
                    }
                }
            }
        }
        //4月实际发展A类客户
        System.out.println("4月实际发展A类客户");
        for (String customerKey : customerActualMonthlySaleData.keySet()){
            monthAmountMap = customerActualMonthlySaleData.get(customerKey);
            if(monthAmountMap.get("April") != null && monthAmountMap.get("April") >= amountCustomerA){
                if(!actualCustomersA.contains(customerKey)){
                    System.out.println(customerKey+":"+monthAmountMap.get("April"));
                    actualCustomersA.add(customerKey);
                    unionId = customerBusinessUserMap.get(customerKey);
                    if(unionId != null){
                        if(actualBusinessUserMonthlyCustomersA.containsKey(unionId)){
                            monthlyCustomersA = actualBusinessUserMonthlyCustomersA.get(unionId);
                            if(monthlyCustomersA.containsKey("April")){
                                customersAB = monthlyCustomersA.get("April");
                                customersAB.add(customerKey);
                                monthlyCustomersA.put("April",customersAB);
                            } else{
                                customersAB = new ArrayList<String>();
                                customersAB.add(customerKey);
                                monthlyCustomersA.put("April",customersAB);
                            }
                            actualBusinessUserMonthlyCustomersA.put(unionId,monthlyCustomersA);
                        } else {
                            customersAB = new ArrayList<String>();
                            customersAB.add(customerKey);
                            monthlyCustomersA = new HashMap<>();
                            monthlyCustomersA.put("April",customersAB);
                            actualBusinessUserMonthlyCustomersA.put(unionId,monthlyCustomersA);
                        }
                    }
                }
            }
        }
        //4月实际发展B类客户
        System.out.println("4月实际发展B类客户");
        for (String customerKey : customerActualMonthlySaleData.keySet()){
            monthAmountMap = customerActualMonthlySaleData.get(customerKey);
            if(monthAmountMap.get("April") != null && monthAmountMap.get("April") >= amountCustomerB && monthAmountMap.get("April") < amountCustomerA){
                if(!actualCustomersB.contains(customerKey)){
                    System.out.println(customerKey+":"+monthAmountMap.get("April"));
                    actualCustomersB.add(customerKey);
                    unionId = customerBusinessUserMap.get(customerKey);
                    if(unionId != null){
                        if(actualBusinessUserMonthlyCustomersB.containsKey(unionId)){
                            monthlyCustomersB = actualBusinessUserMonthlyCustomersB.get(unionId);
                            if(monthlyCustomersB.containsKey("April")){
                                customersAB = monthlyCustomersB.get("April");
                                customersAB.add(customerKey);
                                monthlyCustomersB.put("April",customersAB);
                            } else{
                                customersAB = new ArrayList<String>();
                                customersAB.add(customerKey);
                                monthlyCustomersB.put("April",customersAB);
                            }
                            actualBusinessUserMonthlyCustomersB.put(unionId,monthlyCustomersB);
                        } else {
                            customersAB = new ArrayList<String>();
                            customersAB.add(customerKey);
                            monthlyCustomersB = new HashMap<>();
                            monthlyCustomersB.put("April",customersAB);
                            actualBusinessUserMonthlyCustomersB.put(unionId,monthlyCustomersB);
                        }
                    }
                }
            }
        }
        //5月实际发展A类客户
        System.out.println("5月实际发展A类客户");
        for (String customerKey : customerActualMonthlySaleData.keySet()){
            monthAmountMap = customerActualMonthlySaleData.get(customerKey);
            if(monthAmountMap.get("May") != null && monthAmountMap.get("May") >= amountCustomerA){
                if(!actualCustomersA.contains(customerKey)){
                    System.out.println(customerKey+":"+monthAmountMap.get("May"));
                    actualCustomersA.add(customerKey);
                    unionId = customerBusinessUserMap.get(customerKey);
                    if(unionId != null){
                        if(actualBusinessUserMonthlyCustomersA.containsKey(unionId)){
                            monthlyCustomersA = actualBusinessUserMonthlyCustomersA.get(unionId);
                            if(monthlyCustomersA.containsKey("May")){
                                customersAB = monthlyCustomersA.get("May");
                                customersAB.add(customerKey);
                                monthlyCustomersA.put("May",customersAB);
                            } else{
                                customersAB = new ArrayList<String>();
                                customersAB.add(customerKey);
                                monthlyCustomersA.put("May",customersAB);
                            }
                            actualBusinessUserMonthlyCustomersA.put(unionId,monthlyCustomersA);
                        } else {
                            customersAB = new ArrayList<String>();
                            customersAB.add(customerKey);
                            monthlyCustomersA = new HashMap<>();
                            monthlyCustomersA.put("May",customersAB);
                            actualBusinessUserMonthlyCustomersA.put(unionId,monthlyCustomersA);
                        }
                    }
                }
            }
        }
        //5月实际发展B类客户
        System.out.println("5月实际发展B类客户");
        for (String customerKey : customerActualMonthlySaleData.keySet()){
            monthAmountMap = customerActualMonthlySaleData.get(customerKey);
            if(monthAmountMap.get("May") != null && monthAmountMap.get("May") >= amountCustomerB && monthAmountMap.get("May") < amountCustomerA){
                if(!actualCustomersB.contains(customerKey)){
                    System.out.println(customerKey+":"+monthAmountMap.get("May"));
                    actualCustomersB.add(customerKey);
                    unionId = customerBusinessUserMap.get(customerKey);
                    if(unionId != null){
                        if(actualBusinessUserMonthlyCustomersB.containsKey(unionId)){
                            monthlyCustomersB = actualBusinessUserMonthlyCustomersB.get(unionId);
                            if(monthlyCustomersB.containsKey("May")){
                                customersAB = monthlyCustomersB.get("May");
                                customersAB.add(customerKey);
                                monthlyCustomersB.put("May",customersAB);
                            } else{
                                customersAB = new ArrayList<String>();
                                customersAB.add(customerKey);
                                monthlyCustomersB.put("May",customersAB);
                            }
                            actualBusinessUserMonthlyCustomersB.put(unionId,monthlyCustomersB);
                        } else {
                            customersAB = new ArrayList<String>();
                            customersAB.add(customerKey);
                            monthlyCustomersB = new HashMap<>();
                            monthlyCustomersB.put("May",customersAB);
                            actualBusinessUserMonthlyCustomersB.put(unionId,monthlyCustomersB);
                        }
                    }
                }
            }
        }
        //6月实际发展A类客户
        System.out.println("6月实际发展A类客户");
        for (String customerKey : customerActualMonthlySaleData.keySet()){
            monthAmountMap = customerActualMonthlySaleData.get(customerKey);
            if(monthAmountMap.get("June") != null && monthAmountMap.get("June") >= amountCustomerA){
                if(!actualCustomersA.contains(customerKey)){
                    System.out.println(customerKey+":"+monthAmountMap.get("June"));
                    actualCustomersA.add(customerKey);
                    unionId = customerBusinessUserMap.get(customerKey);
                    if(unionId != null){
                        if(actualBusinessUserMonthlyCustomersA.containsKey(unionId)){
                            monthlyCustomersA = actualBusinessUserMonthlyCustomersA.get(unionId);
                            if(monthlyCustomersA.containsKey("June")){
                                customersAB = monthlyCustomersA.get("June");
                                customersAB.add(customerKey);
                                monthlyCustomersA.put("June",customersAB);
                            } else{
                                customersAB = new ArrayList<String>();
                                customersAB.add(customerKey);
                                monthlyCustomersA.put("June",customersAB);
                            }
                            actualBusinessUserMonthlyCustomersA.put(unionId,monthlyCustomersA);
                        } else {
                            customersAB = new ArrayList<String>();
                            customersAB.add(customerKey);
                            monthlyCustomersA = new HashMap<>();
                            monthlyCustomersA.put("June",customersAB);
                            actualBusinessUserMonthlyCustomersA.put(unionId,monthlyCustomersA);
                        }
                    }
                }
            }
        }
        //6月实际发展B类客户
        System.out.println("6月实际发展B类客户");
        for (String customerKey : customerActualMonthlySaleData.keySet()){
            monthAmountMap = customerActualMonthlySaleData.get(customerKey);
            if(monthAmountMap.get("June") != null && monthAmountMap.get("June") >= amountCustomerB && monthAmountMap.get("June") < amountCustomerA){
                if(!actualCustomersB.contains(customerKey)){
                    System.out.println(customerKey+":"+monthAmountMap.get("June"));
                    actualCustomersB.add(customerKey);
                    unionId = customerBusinessUserMap.get(customerKey);
                    if(unionId != null){
                        if(actualBusinessUserMonthlyCustomersB.containsKey(unionId)){
                            monthlyCustomersB = actualBusinessUserMonthlyCustomersB.get(unionId);
                            if(monthlyCustomersB.containsKey("June")){
                                customersAB = monthlyCustomersB.get("June");
                                customersAB.add(customerKey);
                                monthlyCustomersB.put("June",customersAB);
                            } else{
                                customersAB = new ArrayList<String>();
                                customersAB.add(customerKey);
                                monthlyCustomersB.put("June",customersAB);
                            }
                            actualBusinessUserMonthlyCustomersB.put(unionId,monthlyCustomersB);
                        } else {
                            customersAB = new ArrayList<String>();
                            customersAB.add(customerKey);
                            monthlyCustomersB = new HashMap<>();
                            monthlyCustomersB.put("June",customersAB);
                            actualBusinessUserMonthlyCustomersB.put(unionId,monthlyCustomersB);
                        }
                    }
                }
            }
        }
        //7月实际发展A类客户
        System.out.println("7月实际发展A类客户");
        for (String customerKey : customerActualMonthlySaleData.keySet()){
            monthAmountMap = customerActualMonthlySaleData.get(customerKey);
            if(monthAmountMap.get("July") != null && monthAmountMap.get("July") >= amountCustomerA){
                if(!actualCustomersA.contains(customerKey)){
                    System.out.println(customerKey+":"+monthAmountMap.get("July"));
                    actualCustomersA.add(customerKey);
                    unionId = customerBusinessUserMap.get(customerKey);
                    if(unionId != null){
                        if(actualBusinessUserMonthlyCustomersA.containsKey(unionId)){
                            monthlyCustomersA = actualBusinessUserMonthlyCustomersA.get(unionId);
                            if(monthlyCustomersA.containsKey("July")){
                                customersAB = monthlyCustomersA.get("July");
                                customersAB.add(customerKey);
                                monthlyCustomersA.put("July",customersAB);
                            } else{
                                customersAB = new ArrayList<String>();
                                customersAB.add(customerKey);
                                monthlyCustomersA.put("July",customersAB);
                            }
                            actualBusinessUserMonthlyCustomersA.put(unionId,monthlyCustomersA);
                        } else {
                            customersAB = new ArrayList<String>();
                            customersAB.add(customerKey);
                            monthlyCustomersA = new HashMap<>();
                            monthlyCustomersA.put("July",customersAB);
                            actualBusinessUserMonthlyCustomersA.put(unionId,monthlyCustomersA);
                        }
                    }
                }
            }
        }
        //7月实际发展B类客户
        System.out.println("7月实际发展B类客户");
        for (String customerKey : customerActualMonthlySaleData.keySet()){
            monthAmountMap = customerActualMonthlySaleData.get(customerKey);
            if(monthAmountMap.get("July") != null && monthAmountMap.get("July") >= amountCustomerB && monthAmountMap.get("July") < amountCustomerA){
                if(!actualCustomersB.contains(customerKey)){
                    System.out.println(customerKey+":"+monthAmountMap.get("July"));
                    actualCustomersB.add(customerKey);
                    unionId = customerBusinessUserMap.get(customerKey);
                    if(unionId != null){
                        if(actualBusinessUserMonthlyCustomersB.containsKey(unionId)){
                            monthlyCustomersB = actualBusinessUserMonthlyCustomersB.get(unionId);
                            if(monthlyCustomersB.containsKey("July")){
                                customersAB = monthlyCustomersB.get("July");
                                customersAB.add(customerKey);
                                monthlyCustomersB.put("July",customersAB);
                            } else{
                                customersAB = new ArrayList<String>();
                                customersAB.add(customerKey);
                                monthlyCustomersB.put("July",customersAB);
                            }
                            actualBusinessUserMonthlyCustomersB.put(unionId,monthlyCustomersB);
                        } else {
                            customersAB = new ArrayList<String>();
                            customersAB.add(customerKey);
                            monthlyCustomersB = new HashMap<>();
                            monthlyCustomersB.put("July",customersAB);
                            actualBusinessUserMonthlyCustomersB.put(unionId,monthlyCustomersB);
                        }
                    }
                }
            }
        }
        //8月实际发展A类客户
        System.out.println("8月实际发展A类客户");
        for (String customerKey : customerActualMonthlySaleData.keySet()){
            monthAmountMap = customerActualMonthlySaleData.get(customerKey);
            if(monthAmountMap.get("August") != null && monthAmountMap.get("August") >= amountCustomerA){
                if(!actualCustomersA.contains(customerKey)){
                    System.out.println(customerKey+":"+monthAmountMap.get("August"));
                    actualCustomersA.add(customerKey);
                    unionId = customerBusinessUserMap.get(customerKey);
                    if(unionId != null){
                        if(actualBusinessUserMonthlyCustomersA.containsKey(unionId)){
                            monthlyCustomersA = actualBusinessUserMonthlyCustomersA.get(unionId);
                            if(monthlyCustomersA.containsKey("August")){
                                customersAB = monthlyCustomersA.get("August");
                                customersAB.add(customerKey);
                                monthlyCustomersA.put("August",customersAB);
                            } else{
                                customersAB = new ArrayList<String>();
                                customersAB.add(customerKey);
                                monthlyCustomersA.put("August",customersAB);
                            }
                            actualBusinessUserMonthlyCustomersA.put(unionId,monthlyCustomersA);
                        } else {
                            customersAB = new ArrayList<String>();
                            customersAB.add(customerKey);
                            monthlyCustomersA = new HashMap<>();
                            monthlyCustomersA.put("August",customersAB);
                            actualBusinessUserMonthlyCustomersA.put(unionId,monthlyCustomersA);
                        }
                    }
                }
            }
        }
        //8月实际发展B类客户
        System.out.println("8月实际发展B类客户");
        for (String customerKey : customerActualMonthlySaleData.keySet()){
            monthAmountMap = customerActualMonthlySaleData.get(customerKey);
            if(monthAmountMap.get("August") != null && monthAmountMap.get("August") >= amountCustomerB && monthAmountMap.get("August") < amountCustomerA){
                if(!actualCustomersB.contains(customerKey)){
                    System.out.println(customerKey+":"+monthAmountMap.get("August"));
                    actualCustomersB.add(customerKey);
                    unionId = customerBusinessUserMap.get(customerKey);
                    if(unionId != null){
                        if(actualBusinessUserMonthlyCustomersB.containsKey(unionId)){
                            monthlyCustomersB = actualBusinessUserMonthlyCustomersB.get(unionId);
                            if(monthlyCustomersB.containsKey("August")){
                                customersAB = monthlyCustomersB.get("August");
                                customersAB.add(customerKey);
                                monthlyCustomersB.put("August",customersAB);
                            } else{
                                customersAB = new ArrayList<String>();
                                customersAB.add(customerKey);
                                monthlyCustomersB.put("August",customersAB);
                            }
                            actualBusinessUserMonthlyCustomersB.put(unionId,monthlyCustomersB);
                        } else {
                            customersAB = new ArrayList<String>();
                            customersAB.add(customerKey);
                            monthlyCustomersB = new HashMap<>();
                            monthlyCustomersB.put("August",customersAB);
                            actualBusinessUserMonthlyCustomersB.put(unionId,monthlyCustomersB);
                        }
                    }
                }
            }
        }
        //9月实际发展A类客户
        System.out.println("9月实际发展A类客户");
        for (String customerKey : customerActualMonthlySaleData.keySet()){
            monthAmountMap = customerActualMonthlySaleData.get(customerKey);
            if(monthAmountMap.get("September") != null && monthAmountMap.get("September") >= amountCustomerA){
                if(!actualCustomersA.contains(customerKey)){
                    System.out.println(customerKey+":"+monthAmountMap.get("September"));
                    actualCustomersA.add(customerKey);
                    unionId = customerBusinessUserMap.get(customerKey);
                    if(unionId != null){
                        if(actualBusinessUserMonthlyCustomersA.containsKey(unionId)){
                            monthlyCustomersA = actualBusinessUserMonthlyCustomersA.get(unionId);
                            if(monthlyCustomersA.containsKey("September")){
                                customersAB = monthlyCustomersA.get("September");
                                customersAB.add(customerKey);
                                monthlyCustomersA.put("September",customersAB);
                            } else{
                                customersAB = new ArrayList<String>();
                                customersAB.add(customerKey);
                                monthlyCustomersA.put("September",customersAB);
                            }
                            actualBusinessUserMonthlyCustomersA.put(unionId,monthlyCustomersA);
                        } else {
                            customersAB = new ArrayList<String>();
                            customersAB.add(customerKey);
                            monthlyCustomersA = new HashMap<>();
                            monthlyCustomersA.put("September",customersAB);
                            actualBusinessUserMonthlyCustomersA.put(unionId,monthlyCustomersA);
                        }
                    }
                }
            }
        }
        //9月实际发展B类客户
        System.out.println("9月实际发展B类客户");
        for (String customerKey : customerActualMonthlySaleData.keySet()){
            monthAmountMap = customerActualMonthlySaleData.get(customerKey);
            if(monthAmountMap.get("September") != null && monthAmountMap.get("September") >= amountCustomerB && monthAmountMap.get("September") < amountCustomerA){
                if(!actualCustomersB.contains(customerKey)){
                    System.out.println(customerKey+":"+monthAmountMap.get("September"));
                    actualCustomersB.add(customerKey);
                    unionId = customerBusinessUserMap.get(customerKey);
                    if(unionId != null){
                        if(actualBusinessUserMonthlyCustomersB.containsKey(unionId)){
                            monthlyCustomersB = actualBusinessUserMonthlyCustomersB.get(unionId);
                            if(monthlyCustomersB.containsKey("September")){
                                customersAB = monthlyCustomersB.get("September");
                                customersAB.add(customerKey);
                                monthlyCustomersB.put("September",customersAB);
                            } else{
                                customersAB = new ArrayList<String>();
                                customersAB.add(customerKey);
                                monthlyCustomersB.put("September",customersAB);
                            }
                            actualBusinessUserMonthlyCustomersB.put(unionId,monthlyCustomersB);
                        } else {
                            customersAB = new ArrayList<String>();
                            customersAB.add(customerKey);
                            monthlyCustomersB = new HashMap<>();
                            monthlyCustomersB.put("September",customersAB);
                            actualBusinessUserMonthlyCustomersB.put(unionId,monthlyCustomersB);
                        }
                    }
                }
            }
        }
        //10月实际发展A类客户
        System.out.println("10月实际发展A类客户");
        for (String customerKey : customerActualMonthlySaleData.keySet()){
            monthAmountMap = customerActualMonthlySaleData.get(customerKey);
            if(monthAmountMap.get("October") != null && monthAmountMap.get("October") >= amountCustomerA){
                if(!actualCustomersA.contains(customerKey)){
                    System.out.println(customerKey+":"+monthAmountMap.get("October"));
                    actualCustomersA.add(customerKey);
                    unionId = customerBusinessUserMap.get(customerKey);
                    if(unionId != null){
                        if(actualBusinessUserMonthlyCustomersA.containsKey(unionId)){
                            monthlyCustomersA = actualBusinessUserMonthlyCustomersA.get(unionId);
                            if(monthlyCustomersA.containsKey("October")){
                                customersAB = monthlyCustomersA.get("October");
                                customersAB.add(customerKey);
                                monthlyCustomersA.put("October",customersAB);
                            } else{
                                customersAB = new ArrayList<String>();
                                customersAB.add(customerKey);
                                monthlyCustomersA.put("October",customersAB);
                            }
                            actualBusinessUserMonthlyCustomersA.put(unionId,monthlyCustomersA);
                        } else {
                            customersAB = new ArrayList<String>();
                            customersAB.add(customerKey);
                            monthlyCustomersA = new HashMap<>();
                            monthlyCustomersA.put("October",customersAB);
                            actualBusinessUserMonthlyCustomersA.put(unionId,monthlyCustomersA);
                        }
                    }
                }
            }
        }
        //10月实际发展B类客户
        System.out.println("10月实际发展B类客户");
        for (String customerKey : customerActualMonthlySaleData.keySet()){
            monthAmountMap = customerActualMonthlySaleData.get(customerKey);
            if(monthAmountMap.get("October") != null && monthAmountMap.get("October") >= amountCustomerB && monthAmountMap.get("October") < amountCustomerA){
                if(!actualCustomersB.contains(customerKey)){
                    System.out.println(customerKey+":"+monthAmountMap.get("October"));
                    actualCustomersB.add(customerKey);
                    unionId = customerBusinessUserMap.get(customerKey);
                    if(unionId != null){
                        if(actualBusinessUserMonthlyCustomersB.containsKey(unionId)){
                            monthlyCustomersB = actualBusinessUserMonthlyCustomersB.get(unionId);
                            if(monthlyCustomersB.containsKey("October")){
                                customersAB = monthlyCustomersB.get("October");
                                customersAB.add(customerKey);
                                monthlyCustomersB.put("October",customersAB);
                            } else{
                                customersAB = new ArrayList<String>();
                                customersAB.add(customerKey);
                                monthlyCustomersB.put("October",customersAB);
                            }
                            actualBusinessUserMonthlyCustomersB.put(unionId,monthlyCustomersB);
                        } else {
                            customersAB = new ArrayList<String>();
                            customersAB.add(customerKey);
                            monthlyCustomersB = new HashMap<>();
                            monthlyCustomersB.put("October",customersAB);
                            actualBusinessUserMonthlyCustomersB.put(unionId,monthlyCustomersB);
                        }
                    }
                }
            }
        }
        //11月实际发展A类客户
        System.out.println("11月实际发展A类客户");
        for (String customerKey : customerActualMonthlySaleData.keySet()){
            monthAmountMap = customerActualMonthlySaleData.get(customerKey);
            if(monthAmountMap.get("November") != null && monthAmountMap.get("November") >= amountCustomerA){
                if(!actualCustomersA.contains(customerKey)){
                    System.out.println(customerKey+":"+monthAmountMap.get("November"));
                    actualCustomersA.add(customerKey);
                    unionId = customerBusinessUserMap.get(customerKey);
                    if(unionId != null){
                        if(actualBusinessUserMonthlyCustomersA.containsKey(unionId)){
                            monthlyCustomersA = actualBusinessUserMonthlyCustomersA.get(unionId);
                            if(monthlyCustomersA.containsKey("November")){
                                customersAB = monthlyCustomersA.get("November");
                                customersAB.add(customerKey);
                                monthlyCustomersA.put("November",customersAB);
                            } else{
                                customersAB = new ArrayList<String>();
                                customersAB.add(customerKey);
                                monthlyCustomersA.put("November",customersAB);
                            }
                            actualBusinessUserMonthlyCustomersA.put(unionId,monthlyCustomersA);
                        } else {
                            customersAB = new ArrayList<String>();
                            customersAB.add(customerKey);
                            monthlyCustomersA = new HashMap<>();
                            monthlyCustomersA.put("November",customersAB);
                            actualBusinessUserMonthlyCustomersA.put(unionId,monthlyCustomersA);
                        }
                    }
                }
            }
        }
        //11月实际发展B类客户
        System.out.println("11月实际发展B类客户");
        for (String customerKey : customerActualMonthlySaleData.keySet()){
            monthAmountMap = customerActualMonthlySaleData.get(customerKey);
            if(monthAmountMap.get("November") != null && monthAmountMap.get("November") >= amountCustomerB && monthAmountMap.get("November") < amountCustomerA){
                if(!actualCustomersB.contains(customerKey)){
                    System.out.println(customerKey+":"+monthAmountMap.get("November"));
                    actualCustomersB.add(customerKey);
                    unionId = customerBusinessUserMap.get(customerKey);
                    if(unionId != null){
                        if(actualBusinessUserMonthlyCustomersB.containsKey(unionId)){
                            monthlyCustomersB = actualBusinessUserMonthlyCustomersB.get(unionId);
                            if(monthlyCustomersB.containsKey("November")){
                                customersAB = monthlyCustomersB.get("November");
                                customersAB.add(customerKey);
                                monthlyCustomersB.put("November",customersAB);
                            } else{
                                customersAB = new ArrayList<String>();
                                customersAB.add(customerKey);
                                monthlyCustomersB.put("November",customersAB);
                            }
                            actualBusinessUserMonthlyCustomersB.put(unionId,monthlyCustomersB);
                        } else {
                            customersAB = new ArrayList<String>();
                            customersAB.add(customerKey);
                            monthlyCustomersB = new HashMap<>();
                            monthlyCustomersB.put("November",customersAB);
                            actualBusinessUserMonthlyCustomersB.put(unionId,monthlyCustomersB);
                        }
                    }
                }
            }
        }
        //12月实际发展A类客户
        System.out.println("12月实际发展A类客户");
        for (String customerKey : customerActualMonthlySaleData.keySet()){
            monthAmountMap = customerActualMonthlySaleData.get(customerKey);
            if(monthAmountMap.get("December") != null && monthAmountMap.get("December") >= amountCustomerA){
                if(!actualCustomersA.contains(customerKey)){
                    System.out.println(customerKey+":"+monthAmountMap.get("December"));
                    actualCustomersA.add(customerKey);
                    unionId = customerBusinessUserMap.get(customerKey);
                    if(unionId != null){
                        if(actualBusinessUserMonthlyCustomersA.containsKey(unionId)){
                            monthlyCustomersA = actualBusinessUserMonthlyCustomersA.get(unionId);
                            if(monthlyCustomersA.containsKey("December")){
                                customersAB = monthlyCustomersA.get("December");
                                customersAB.add(customerKey);
                                monthlyCustomersA.put("December",customersAB);
                            } else{
                                customersAB = new ArrayList<String>();
                                customersAB.add(customerKey);
                                monthlyCustomersA.put("December",customersAB);
                            }
                            actualBusinessUserMonthlyCustomersA.put(unionId,monthlyCustomersA);
                        } else {
                            customersAB = new ArrayList<String>();
                            customersAB.add(customerKey);
                            monthlyCustomersA = new HashMap<>();
                            monthlyCustomersA.put("December",customersAB);
                            actualBusinessUserMonthlyCustomersA.put(unionId,monthlyCustomersA);
                        }
                    }
                }
            }
        }
        //12月实际发展B类客户
        System.out.println("12月实际发展B类客户");
        for (String customerKey : customerActualMonthlySaleData.keySet()){
            monthAmountMap = customerActualMonthlySaleData.get(customerKey);
            if(monthAmountMap.get("December") != null && monthAmountMap.get("December") >= amountCustomerB && monthAmountMap.get("December") < amountCustomerA){
                if(!actualCustomersB.contains(customerKey)){
                    System.out.println(customerKey+":"+monthAmountMap.get("December"));
                    actualCustomersB.add(customerKey);
                    unionId = customerBusinessUserMap.get(customerKey);
                    if(unionId != null){
                        if(actualBusinessUserMonthlyCustomersB.containsKey(unionId)){
                            monthlyCustomersB = actualBusinessUserMonthlyCustomersB.get(unionId);
                            if(monthlyCustomersB.containsKey("December")){
                                customersAB = monthlyCustomersB.get("December");
                                customersAB.add(customerKey);
                                monthlyCustomersB.put("December",customersAB);
                            } else{
                                customersAB = new ArrayList<String>();
                                customersAB.add(customerKey);
                                monthlyCustomersB.put("December",customersAB);
                            }
                            actualBusinessUserMonthlyCustomersB.put(unionId,monthlyCustomersB);
                        } else {
                            customersAB = new ArrayList<String>();
                            customersAB.add(customerKey);
                            monthlyCustomersB = new HashMap<>();
                            monthlyCustomersB.put("December",customersAB);
                            actualBusinessUserMonthlyCustomersB.put(unionId,monthlyCustomersB);
                        }
                    }
                }
            }
        }

        log.info("业务员每月实际A类客户");
        log.info(JSONObject.toJSONString(actualBusinessUserMonthlyCustomersA));
        log.info("业务员每月实际B类客户");
        log.info(JSONObject.toJSONString(actualBusinessUserMonthlyCustomersB));


        log.info("名下有AB客户的业务员");
        Set<String> businessUserKeys = new HashSet<>();
        for(String buk : expectedBusinessUserMonthlyCustomersA.keySet()){
            businessUserKeys.add(buk);
        }
        for (String buk : expectedBusinessUserMonthlyCustomersB.keySet()){
            businessUserKeys.add(buk);
        }
        for(String buk : actualBusinessUserMonthlyCustomersA.keySet()){
            businessUserKeys.add(buk);
        }
        for (String buk : actualBusinessUserMonthlyCustomersB.keySet()){
            businessUserKeys.add(buk);
        }
        log.info(JSONObject.toJSONString(businessUserKeys));

        try {
            System.out.println("生成接口请求内容");
            JSONObject customersJSONObject = new JSONObject();
            for(String businessUserUnionId : businessUserKeys){ //每个业务员都是1条记录

                if("wOcs40QiPYJlyA7aHgaIE8giEiE".equals(businessUserUnionId)){
                    //排除Lily
                    continue;
                }

                Map<String,Object> fields = new HashMap<>();
                JSONArray userJSONArray = new JSONArray();
                JSONObject unionIdJSONObject = new JSONObject();
                unionIdJSONObject.put("unionId",businessUserUnionId);
                userJSONArray.add(unionIdJSONObject);
                fields.put("akgntpB",userJSONArray);  //业务员

                //############################################# 预计部分 ####################################################

                monthlyCustomersA = expectedBusinessUserMonthlyCustomersA.get(businessUserUnionId);
                if(monthlyCustomersA != null && monthlyCustomersA.size() > 0){
                    if(monthlyCustomersA.containsKey("January")){
                        customersAB = monthlyCustomersA.get("January");
                        customersJSONObject = new JSONObject();
                        customersJSONObject.put("linkedRecordIds",customersAB);
                        fields.put("WR8mqu1",customersJSONObject); //1月预计发展A类客户
                    }
                    if(monthlyCustomersA.containsKey("February")){
                        customersAB = monthlyCustomersA.get("February");
                        customersJSONObject = new JSONObject();
                        customersJSONObject.put("linkedRecordIds",customersAB);
                        fields.put("HP8kcdt",customersJSONObject); //2月预计发展A类客户
                    }
                    if(monthlyCustomersA.containsKey("March")){
                        customersAB = monthlyCustomersA.get("March");
                        customersJSONObject = new JSONObject();
                        customersJSONObject.put("linkedRecordIds",customersAB);
                        fields.put("mFnXIiy",customersJSONObject); //3月预计发展A类客户
                    }
                    if(monthlyCustomersA.containsKey("April")){
                        customersAB = monthlyCustomersA.get("April");
                        customersJSONObject = new JSONObject();
                        customersJSONObject.put("linkedRecordIds",customersAB);
                        fields.put("tEXtSHO",customersJSONObject); //4月预计发展A类客户
                    }
                    if(monthlyCustomersA.containsKey("May")){
                        customersAB = monthlyCustomersA.get("May");
                        customersJSONObject = new JSONObject();
                        customersJSONObject.put("linkedRecordIds",customersAB);
                        fields.put("7zm8JXv",customersJSONObject); //5月预计发展A类客户
                    }
                    if(monthlyCustomersA.containsKey("June")){
                        customersAB = monthlyCustomersA.get("June");
                        customersJSONObject = new JSONObject();
                        customersJSONObject.put("linkedRecordIds",customersAB);
                        fields.put("ajQykda",customersJSONObject); //6月预计发展A类客户
                    }
                    if(monthlyCustomersA.containsKey("July")){
                        customersAB = monthlyCustomersA.get("July");
                        customersJSONObject = new JSONObject();
                        customersJSONObject.put("linkedRecordIds",customersAB);
                        fields.put("M0tmaEi",customersJSONObject); //7月预计发展A类客户
                    }
                    if(monthlyCustomersA.containsKey("August")){
                        customersAB = monthlyCustomersA.get("August");
                        customersJSONObject = new JSONObject();
                        customersJSONObject.put("linkedRecordIds",customersAB);
                        fields.put("0WMYqCi",customersJSONObject); //8月预计发展A类客户
                    }
                    if(monthlyCustomersA.containsKey("September")){
                        customersAB = monthlyCustomersA.get("September");
                        customersJSONObject = new JSONObject();
                        customersJSONObject.put("linkedRecordIds",customersAB);
                        fields.put("cWA47b3",customersJSONObject); //9月预计发展A类客户
                    }
                    if(monthlyCustomersA.containsKey("October")){
                        customersAB = monthlyCustomersA.get("October");
                        customersJSONObject = new JSONObject();
                        customersJSONObject.put("linkedRecordIds",customersAB);
                        fields.put("3nXCCEc",customersJSONObject); //10月预计发展A类客户
                    }
                    if(monthlyCustomersA.containsKey("November")){
                        customersAB = monthlyCustomersA.get("November");
                        customersJSONObject = new JSONObject();
                        customersJSONObject.put("linkedRecordIds",customersAB);
                        fields.put("mfrn41g",customersJSONObject); //11月预计发展A类客户
                    }
                    if(monthlyCustomersA.containsKey("December")){
                        customersAB = monthlyCustomersA.get("December");
                        customersJSONObject = new JSONObject();
                        customersJSONObject.put("linkedRecordIds",customersAB);
                        fields.put("oVWP42w",customersJSONObject); //12月预计发展A类客户
                    }
                }
                monthlyCustomersB = expectedBusinessUserMonthlyCustomersB.get(businessUserUnionId);
                if (monthlyCustomersB != null && monthlyCustomersB.size() > 0){
                    if(monthlyCustomersB.containsKey("January")){
                        customersAB = monthlyCustomersB.get("January");
                        customersJSONObject = new JSONObject();
                        customersJSONObject.put("linkedRecordIds",customersAB);
                        fields.put("30gOJMx",customersJSONObject); //1月预计发展B类客户
                    }
                    if(monthlyCustomersB.containsKey("February")){
                        customersAB = monthlyCustomersB.get("February");
                        customersJSONObject = new JSONObject();
                        customersJSONObject.put("linkedRecordIds",customersAB);
                        fields.put("Br5sY3H",customersJSONObject); //2月预计发展B类客户
                    }
                    if(monthlyCustomersB.containsKey("March")){
                        customersAB = monthlyCustomersB.get("March");
                        customersJSONObject = new JSONObject();
                        customersJSONObject.put("linkedRecordIds",customersAB);
                        fields.put("EXFZLuH",customersJSONObject); //3月预计发展B类客户
                    }
                    if(monthlyCustomersB.containsKey("April")){
                        customersAB = monthlyCustomersB.get("April");
                        customersJSONObject = new JSONObject();
                        customersJSONObject.put("linkedRecordIds",customersAB);
                        fields.put("fYeENmY",customersJSONObject); //4月预计发展B类客户
                    }
                    if(monthlyCustomersB.containsKey("May")){
                        customersAB = monthlyCustomersB.get("May");
                        customersJSONObject = new JSONObject();
                        customersJSONObject.put("linkedRecordIds",customersAB);
                        fields.put("eop3Tzh",customersJSONObject); //5月预计发展B类客户
                    }
                    if(monthlyCustomersB.containsKey("June")){
                        customersAB = monthlyCustomersB.get("June");
                        customersJSONObject = new JSONObject();
                        customersJSONObject.put("linkedRecordIds",customersAB);
                        fields.put("qbBBeNd",customersJSONObject); //6月预计发展B类客户
                    }
                    if(monthlyCustomersB.containsKey("July")){
                        customersAB = monthlyCustomersB.get("July");
                        customersJSONObject = new JSONObject();
                        customersJSONObject.put("linkedRecordIds",customersAB);
                        fields.put("uhPvNM7",customersJSONObject); //7月预计发展B类客户
                    }
                    if(monthlyCustomersB.containsKey("August")){
                        customersAB = monthlyCustomersB.get("August");
                        customersJSONObject = new JSONObject();
                        customersJSONObject.put("linkedRecordIds",customersAB);
                        fields.put("SFjaK7h",customersJSONObject); //8月预计发展B类客户
                    }
                    if(monthlyCustomersB.containsKey("September")){
                        customersAB = monthlyCustomersB.get("September");
                        customersJSONObject = new JSONObject();
                        customersJSONObject.put("linkedRecordIds",customersAB);
                        fields.put("qfoPhxY",customersJSONObject); //9月预计发展B类客户
                    }
                    if(monthlyCustomersB.containsKey("October")){
                        customersAB = monthlyCustomersB.get("October");
                        customersJSONObject = new JSONObject();
                        customersJSONObject.put("linkedRecordIds",customersAB);
                        fields.put("8IjYdVp",customersJSONObject); //10月预计发展B类客户
                    }
                    if(monthlyCustomersB.containsKey("November")){
                        customersAB = monthlyCustomersB.get("November");
                        customersJSONObject = new JSONObject();
                        customersJSONObject.put("linkedRecordIds",customersAB);
                        fields.put("qmNhYJw",customersJSONObject); //11月预计发展B类客户
                    }
                    if(monthlyCustomersB.containsKey("December")){
                        customersAB = monthlyCustomersB.get("December");
                        customersJSONObject = new JSONObject();
                        customersJSONObject.put("linkedRecordIds",customersAB);
                        fields.put("AkJ7cmM",customersJSONObject); //12月预计发展B类客户
                    }
                }

                //############################################# 实际部分 ####################################################

                monthlyCustomersA = actualBusinessUserMonthlyCustomersA.get(businessUserUnionId);
                if(monthlyCustomersA != null && monthlyCustomersA.size() > 0){
                    if(monthlyCustomersA.containsKey("January")){   //1月有A类客户
                        customersAB = monthlyCustomersA.get("January");
                        customersJSONObject = new JSONObject();
                        customersJSONObject.put("linkedRecordIds",customersAB);
                        fields.put("YTlvvAf",customersJSONObject);  //1月实际发展A类客户
                    }
                    if(monthlyCustomersA.containsKey("February")){
                        customersAB = monthlyCustomersA.get("February");
                        customersJSONObject = new JSONObject();
                        customersJSONObject.put("linkedRecordIds",customersAB);
                        fields.put("eepkwo0",customersJSONObject);  //2月实际发展A类客户
                    }
                    if(monthlyCustomersA.containsKey("March")){
                        customersAB = monthlyCustomersA.get("March");
                        customersJSONObject = new JSONObject();
                        customersJSONObject.put("linkedRecordIds",customersAB);
                        fields.put("KZPu0ZW",customersJSONObject);  //3月实际发展A类客户
                    }
                    if(monthlyCustomersA.containsKey("April")){
                        customersAB = monthlyCustomersA.get("April");
                        customersJSONObject = new JSONObject();
                        customersJSONObject.put("linkedRecordIds",customersAB);
                        fields.put("1f0NBqd",customersJSONObject);  //4月实际发展A类客户
                    }
                    if(monthlyCustomersA.containsKey("May")){
                        customersAB = monthlyCustomersA.get("May");
                        customersJSONObject = new JSONObject();
                        customersJSONObject.put("linkedRecordIds",customersAB);
                        fields.put("HVh9cfe",customersJSONObject);  //5月实际发展A类客户
                    }
                    if(monthlyCustomersA.containsKey("June")){
                        customersAB = monthlyCustomersA.get("June");
                        customersJSONObject = new JSONObject();
                        customersJSONObject.put("linkedRecordIds",customersAB);
                        fields.put("707bpOg",customersJSONObject);  //6月实际发展A类客户
                    }
                    if(monthlyCustomersA.containsKey("July")){
                        customersAB = monthlyCustomersA.get("July");
                        customersJSONObject = new JSONObject();
                        customersJSONObject.put("linkedRecordIds",customersAB);
                        fields.put("PwLCU78",customersJSONObject); //7月实际发展A类客户
                    }
                    if(monthlyCustomersA.containsKey("August")){
                        customersAB = monthlyCustomersB.get("August");
                        customersJSONObject = new JSONObject();
                        customersJSONObject.put("linkedRecordIds",customersAB);
                        fields.put("xNHbJXj",customersJSONObject); //8月实际发展A类客户
                    }
                    if(monthlyCustomersA.containsKey("September")){
                        customersAB = monthlyCustomersA.get("September");
                        customersJSONObject = new JSONObject();
                        customersJSONObject.put("linkedRecordIds",customersAB);
                        fields.put("VFOq8Vs",customersJSONObject); //9月实际发展A类客户
                    }
                    if(monthlyCustomersA.containsKey("October")){
                        customersAB = monthlyCustomersA.get("October");
                        customersJSONObject = new JSONObject();
                        customersJSONObject.put("linkedRecordIds",customersAB);
                        fields.put("wjtGbvS",customersJSONObject); //10月实际发展A类客户
                    }
                    if(monthlyCustomersA.containsKey("November")){
                        customersAB = monthlyCustomersA.get("November");
                        customersJSONObject = new JSONObject();
                        customersJSONObject.put("linkedRecordIds",customersAB);
                        fields.put("C3EgOlJ",customersJSONObject); //11月实际发展A类客户
                    }
                    if(monthlyCustomersA.containsKey("December")){
                        customersAB = monthlyCustomersA.get("December");
                        customersJSONObject = new JSONObject();
                        customersJSONObject.put("linkedRecordIds",customersAB);
                        fields.put("xHQGsTr",customersJSONObject); //12月实际发展A类客户
                    }
                }
                monthlyCustomersB = actualBusinessUserMonthlyCustomersB.get(businessUserUnionId);
                if (monthlyCustomersB != null && monthlyCustomersB.size() > 0){
                    if(monthlyCustomersB.containsKey("January")){
                        customersAB = monthlyCustomersB.get("January");
                        customersJSONObject = new JSONObject();
                        customersJSONObject.put("linkedRecordIds",customersAB);
                        fields.put("vdAO1UB",customersJSONObject);  //1月实际发展B类客户
                    }
                    if(monthlyCustomersB.containsKey("February")){
                        customersAB = monthlyCustomersB.get("February");
                        customersJSONObject = new JSONObject();
                        customersJSONObject.put("linkedRecordIds",customersAB);
                        fields.put("rG01B6Q",customersJSONObject); //2月实际发展B类客户
                    }
                    if(monthlyCustomersB.containsKey("March")){
                        customersAB = monthlyCustomersB.get("March");
                        customersJSONObject = new JSONObject();
                        customersJSONObject.put("linkedRecordIds",customersAB);
                        fields.put("SxGUcyO",customersJSONObject); //3月实际发展B类客户
                    }
                    if(monthlyCustomersB.containsKey("April")){
                        customersAB = monthlyCustomersB.get("April");
                        customersJSONObject = new JSONObject();
                        customersJSONObject.put("linkedRecordIds",customersAB);
                        fields.put("2oRVsSm",customersJSONObject); //4月实际发展B类客户
                    }
                    if(monthlyCustomersB.containsKey("May")){
                        customersAB = monthlyCustomersB.get("May");
                        customersJSONObject = new JSONObject();
                        customersJSONObject.put("linkedRecordIds",customersAB);
                        fields.put("maDgfvk",customersJSONObject); //5月实际发展B类客户
                    }
                    if(monthlyCustomersB.containsKey("June")){
                        customersAB = monthlyCustomersB.get("June");
                        customersJSONObject = new JSONObject();
                        customersJSONObject.put("linkedRecordIds",customersAB);
                        fields.put("tIccLsX",customersJSONObject); //6月实际发展B类客户
                    }
                    if(monthlyCustomersB.containsKey("July")){
                        customersAB = monthlyCustomersB.get("July");
                        customersJSONObject = new JSONObject();
                        customersJSONObject.put("linkedRecordIds",customersAB);
                        fields.put("iiDKDfH",customersJSONObject); //7月实际发展B类客户
                    }
                    if(monthlyCustomersB.containsKey("August")){
                        customersAB = monthlyCustomersB.get("August");
                        customersJSONObject = new JSONObject();
                        customersJSONObject.put("linkedRecordIds",customersAB);
                        fields.put("3AH9EHn",customersJSONObject); //8月实际发展B类客户
                    }
                    if(monthlyCustomersB.containsKey("September")){
                        customersAB = monthlyCustomersB.get("September");
                        customersJSONObject = new JSONObject();
                        customersJSONObject.put("linkedRecordIds",customersAB);
                        fields.put("Is6LFpO",customersJSONObject); //9月实际发展B类客户
                    }
                    if(monthlyCustomersB.containsKey("October")){
                        customersAB = monthlyCustomersB.get("October");
                        customersJSONObject = new JSONObject();
                        customersJSONObject.put("linkedRecordIds",customersAB);
                        fields.put("EsaRpuM",customersJSONObject); //10月实际发展B类客户
                    }
                    if(monthlyCustomersB.containsKey("November")){
                        customersAB = monthlyCustomersB.get("November");
                        customersJSONObject = new JSONObject();
                        customersJSONObject.put("linkedRecordIds",customersAB);
                        fields.put("avw5Rkg",customersJSONObject); //11月实际发展B类客户
                    }
                    if(monthlyCustomersB.containsKey("December")){
                        customersAB = monthlyCustomersB.get("December");
                        customersJSONObject = new JSONObject();
                        customersJSONObject.put("linkedRecordIds",customersAB);
                        fields.put("B7Ogd5O",customersJSONObject); //12月实际发展B类客户
                    }
                }

                //添加客户2026年AB客户发展数（预计、实际）
                aitableService.addCustomerABDevData(fields);
            }

        } catch (Exception e) {
            log.error("添加AB客户发展数据异常",e);
        }

        log.info("计算月度预计和实际AB客户发展数完成");
    }





}