package com.gunshi.project.hsz.service;


import cn.hutool.poi.excel.ExcelWriter;
import com.baomidou.mybatisplus.core.conditions.query.LambdaQueryWrapper;
import com.baomidou.mybatisplus.core.conditions.update.LambdaUpdateWrapper;
import com.baomidou.mybatisplus.extension.plugins.pagination.Page;
import com.baomidou.mybatisplus.extension.service.impl.ServiceImpl;
import com.gunshi.db.dto.DateTimeRangeSo;
import com.gunshi.project.hsz.common.model.JcskSyR;
import com.gunshi.project.hsz.common.model.vo.*;
import com.gunshi.project.hsz.entity.dto.ArtificialJcskSyDeleteDto;
import com.gunshi.project.hsz.common.model.so.JcskSyRPageSo;
import com.gunshi.project.hsz.common.model.so.OsmoticDetailQuerySo;
import com.gunshi.project.hsz.common.model.so.OsmoticQuerySo;
import com.gunshi.project.hsz.entity.dto.ProjectSafeCalculateDto;
import com.gunshi.project.hsz.entity.vo.*;
import com.gunshi.project.hsz.common.mapper.JcskSlBMapper;
import com.gunshi.project.hsz.mapper.JcskSyREightAmMapper;
import com.gunshi.project.hsz.common.mapper.JcskSyRMapper;
import com.gunshi.project.hsz.common.model.JcskSyB;
import com.gunshi.project.hsz.model.*;
import com.gunshi.project.hsz.util.*;
import com.ruoyi.common.utils.StringUtils;
import jakarta.servlet.http.HttpServletResponse;
import lombok.extern.slf4j.Slf4j;
import org.jetbrains.annotations.NotNull;
import org.springframework.beans.BeanUtils;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.stereotype.Service;
import org.springframework.transaction.annotation.Transactional;

import java.math.BigDecimal;
import java.net.URLEncoder;
import java.text.SimpleDateFormat;
import java.time.Duration;
import java.time.LocalDate;
import java.time.LocalDateTime;
import java.time.ZoneId;
import java.time.format.DateTimeFormatter;
import java.util.*;
import java.util.stream.Collectors;
import java.util.stream.Stream;

@Service
@Slf4j
@Transactional(rollbackFor = Exception.class)
public class JcskSyRService extends ServiceImpl<JcskSyRMapper, JcskSyR> {

    @Autowired
    private JcskSyBService jcskSyBService;

    @Autowired
    private JcskGnssRService jcskGnssRService;

    @Autowired
    private JcskSlBMapper jcskSlBMapper;


    @Autowired
    private AttDamProfileService attDamProfileService;

    @Autowired
    private JcskSyREightAmMapper jcskSyREightAmMapper;

    @Autowired
    private SyRegressionDataService syRegressionDataService;

    @Autowired
    private SyDataCheckRuleService syDataCheckRuleService;



    public Page<JcskSyR> pageQuery(JcskSyRPageSo page) {
        Page<JcskSyR> res = this.baseMapper.queryPage(page.getPageSo().toPage(),page);
        return res;
    }

    // 使用更现代的日期时间API
    private Date parseDateSafe(String dateStr) {
        if (dateStr == null) return null;

        // 移除可能的时区信息
        dateStr = dateStr.replace("T", " ").split("\\.")[0];

        try {
            LocalDateTime localDateTime = LocalDateTime.parse(dateStr,
                    DateTimeFormatter.ofPattern("yyyy-MM-dd HH:mm:ss"));
            return Date.from(localDateTime.atZone(ZoneId.systemDefault()).toInstant());
        } catch (Exception e) {
            try {
                LocalDate localDate = LocalDate.parse(dateStr,
                        DateTimeFormatter.ofPattern("yyyy-MM-dd"));
                return Date.from(localDate.atStartOfDay(ZoneId.systemDefault()).toInstant());
            } catch (Exception e2) {
                throw new RuntimeException("无法解析日期: " + dateStr, e2);
            }
        }
    }


    public List<JcskSyRVo> listValue(Integer type) {
        List<JcskSyRVo> list;
        try {
            if(type == 1){
                list = baseMapper.listValue();
            }else {
                list = jcskSlBMapper.listValue();
                //list = baseMapper.flowListValue();
            }
            OsmoticQuerySo so = new OsmoticQuerySo();
            List<String> stationCodes = list.stream().map(JcskSyRVo::getStationCode).collect(Collectors.toList());
            if(list.stream().filter(o->o.getTm() != null).collect(Collectors.toList()).size() > 0 ){
                String maxTm = list.stream().filter(o->o.getTm() != null).max(Comparator.comparing(JcskSyRVo::getTm)).get().getTm().toString();
                String minTm = list.stream().filter(o->o.getTm() != null).min(Comparator.comparing(JcskSyRVo::getTm)).get().getTm().toString();
                so.setStationCodes(stationCodes);
                DateTimeRangeSo dateTimeRangeSo = new DateTimeRangeSo();
                dateTimeRangeSo.setStart(parseDateSafe(minTm));
                dateTimeRangeSo.setEnd(parseDateSafe(maxTm));
                so.setDateTimeRangeSo(dateTimeRangeSo);
                List<OsmoticValueVo2> warnList = baseMapper.queryWarn(so);
                list.stream().map(o->{
                    if(o.getTm() != null && DateUtil.hoursBetweenDate(parseDateSafe(o.getTm().toString()), new Date()) > 48){
                        o.setFlag(1);
                    }
                    Boolean b = warnList.stream().filter(t->t.getStationCode().equals(o.getStationCode()) && t.getTm().equals(o.getTm())).findAny().isPresent();
                    if(b){
                        o.setStatus(1);
                    }
                    String stationCode = o.getStationCode();
                    LambdaQueryWrapper<JcskSyB> wq = new LambdaQueryWrapper();
                    wq.eq(JcskSyB::getDvcd, stationCode);
                    List<JcskSyB> jcskSyBS = jcskSyBService.list(wq);
                    if(!jcskSyBS.isEmpty()){
                        o.setProfileName(jcskSyBS.get(0).getDm().toString());
                    }
                    return o;
                }).collect(Collectors.toList());
            }
        } catch (Exception e) {
            e.printStackTrace();
            throw new RuntimeException(e);
        }
        return list;
    }

    public List<OsmoticPressDetailVo> detailValue(OsmoticDetailQuerySo so) {
        List<OsmoticPressDetailVo> list;
        if(so.getType() == 1){
             list = baseMapper.detailValue(so);
        }else{
             list = jcskSlBMapper.detailValue(so);
        }
        if(so.getType() == 2){
            return list;
        }
        OsmoticQuerySo osmoticQuerySo = new OsmoticQuerySo();
        BeanUtils.copyProperties(so,osmoticQuerySo);
        List<StRzVo> stRzVos = baseMapper.queryLineRz(osmoticQuerySo,jcskGnssRService.getStcd());
        return bindPressDetail(list,stRzVos);
    }

    /**
     * 将时间转换为整点时间
     * 例如：2024-10-14 15:30:00 → 2024-10-14 15:00:00
     *       2024-10-14 15:45:25 → 2024-10-14 15:00:00
     */
    private String getHourTime(String timeStr) {
        try {
            if (timeStr == null || timeStr.length() < 16) {
                return timeStr;
            }
            // 假设时间格式为 "yyyy-MM-dd HH:mm:ss"
            // 取到小时部分，分钟和秒设为00
            return timeStr.substring(0, 14) + "00:00";
        } catch (Exception e) {
            return timeStr;
        }
    }

    private List<OsmoticPressDetailVo> bindPressDetail(List<OsmoticPressDetailVo> list, List<StRzVo> stRzVos) {
        HashSet<String> timeSet = new HashSet<>();
        list.forEach(v -> timeSet.add(v.getTm()));
        stRzVos.forEach(v -> timeSet.add(v.getTm()));

        List<OsmoticPressDetailVo> result = new ArrayList<>();
        timeSet.forEach(time -> {
            OsmoticPressDetailVo vo = new OsmoticPressDetailVo();
            vo.setTm(time);
            result.add(vo);
        });

        List<OsmoticPressDetailVo> resList = result.stream().map(vo -> {
            // 查询库水位数据：如果时间不是整点，使用整点时间查询
            String hourTimeForRz = getHourTime(vo.getTm());
            stRzVos.stream()
                    .filter(rz -> hourTimeForRz.equals(rz.getTm()))
                    .findFirst()
                    .ifPresent(rz -> vo.setRz(rz.getRz()));

            // 匹配压力数据：使用原始时间
            list.stream()
                    .filter(press -> vo.getTm().equals(press.getTm()))
                    .findFirst()
                    .ifPresent(press -> vo.setValue(press.getValue()));

            return vo;
        }).collect(Collectors.toList());

        // 修改为倒序排序
        return resList.stream()
                .sorted(Comparator.comparing(OsmoticPressDetailVo::getTm).reversed())
                .collect(Collectors.toList());
    }
    public Map<Integer, Integer> stat() {
        Map<Integer, Integer> map = new HashMap<>();
        List<JcskSyRVo> press = this.listValue(1);
        Integer pressSize = press.size();
        Long pressWarn = press.stream().filter(o -> o.getStatus() == 1).collect(Collectors.counting());

        List<JcskSyRVo> flow = this.listValue(2);
        Integer flowSize = flow.size();
        Long flowWarn = flow.stream().filter(o -> o.getStatus() == 1).collect(Collectors.counting());

        List<JcskGnessListVo> shift = jcskGnssRService.listValue();
        Integer shiftSize = shift.size();
        Long shiftWarn = shift.stream().filter(o -> o.getXStatus() == 1 || o.getYStatus() ==1 || o.getHStatus() == 1).collect(Collectors.counting());

        Integer size = pressSize + flowSize + shiftSize;
        Integer warn = Stream.of(pressWarn, flowWarn, shiftWarn).mapToInt(Long::intValue).sum();
        map.put(warn,size);
        return map;
    }


    /**
     * 测值查询，管水位和库水位数据固定查询每日早8点
     * @param osmoticQuerySo
     * @return
     */
    public List<OsmoticStationVo2> queryValue(OsmoticQuerySo osmoticQuerySo, Integer year) {
        if(osmoticQuerySo.getType() == null) {
            osmoticQuerySo.setType(1);
        }
        List<OsmoticStationVo2> resList = new ArrayList<>();
        if(com.baomidou.mybatisplus.core.toolkit.CollectionUtils.isEmpty(osmoticQuerySo.getStationCodes())){
            return resList;
        }
        String stcd = jcskGnssRService.getStcd();
        Boolean isDesc = true;
        //查询测站降雨量
        Map<String, BigDecimal> drpMap = new HashMap<>();
        if(year != null){
            isDesc = false;
            List<StRzVo> drpList = baseMapper.queryDrp(year,stcd);
            drpMap = drpList.stream().collect(Collectors.toMap(StRzVo::getTm, StRzVo::getRz));
        }
        List<String> dateList = DateUtil.getDatesBetween(osmoticQuerySo.getDateTimeRangeSo().getStart(), osmoticQuerySo.getDateTimeRangeSo().getEnd(),isDesc);

        //查询库水位
        List<StRzVo> list = baseMapper.queryRz(osmoticQuerySo,stcd);
        Map<String, BigDecimal> rzMap = list.stream().collect(Collectors.toMap(StRzVo::getTm, StRzVo::getRz));
        //查询测站管水位/渗流量
        List<OsmoticValueVo2> valueList;
        if(osmoticQuerySo.getType() == 1){
            //渗压数据
            valueList = baseMapper.query8AmValue(osmoticQuerySo);
        }else{
            //渗流数据
            valueList = jcskSlBMapper.query8AmValue(osmoticQuerySo);
        }
        //数据处理
        SimpleDateFormat sdf = new SimpleDateFormat("yyyy-MM-dd");
        for(String str : dateList){
            OsmoticStationVo2 vo = new OsmoticStationVo2();
            vo.setTm(str);
            vo.setRz(rzMap.get(str));
            vo.setDrp(drpMap.get(str));
            List<OsmoticValueVo2> collect = valueList.stream()
                    .filter(o -> {
                        if (o.getTm() != null) {
                            // 将Date格式化为yyyy-MM-dd字符串进行比较
                            String dateStr = o.getTm().substring(0,10);
                            return str.equals(dateStr);
                        }
                        return false;
                    })
                    .peek(o->o.setTm(str))
                    .collect(Collectors.toList());
            vo.setList(collect);
            resList.add(vo);
        }
        return resList;
    }

    public List<OsmoticChartVo2> queryChart(OsmoticQuerySo osmoticQuerySo,Integer year) {
        List<OsmoticChartVo2> resList = new ArrayList<>();
        List<String> stationCodes = osmoticQuerySo.getStationCodes();
        if(com.baomidou.mybatisplus.core.toolkit.CollectionUtils.isEmpty(stationCodes)){
            return resList;
        }
        String stcd = jcskGnssRService.getStcd();
        //查询库水位
        List<StRzVo> list = baseMapper.queryRz2(osmoticQuerySo,stcd);
        Map<String, BigDecimal> rzMap = list.stream().collect(Collectors.toMap(StRzVo::getTm, StRzVo::getRz));
        //查询测站管水位
        List<OsmoticValueVo2> valueList;
        if(osmoticQuerySo.getType() == 1){
            //渗压数据
            valueList = baseMapper.queryValue(osmoticQuerySo);
        }else{
            //渗流数据
            valueList = jcskSlBMapper.queryValue(osmoticQuerySo);
        }
        //按测站分组
        Map<String, List<OsmoticValueVo2>> map = valueList.stream().collect(Collectors.groupingBy(OsmoticValueVo2::getStationCode));
        for(String code : stationCodes){
            OsmoticChartVo2 vo = new OsmoticChartVo2();
            vo.setCd(code);
            if(map.containsKey(code)){
                List<OsmoticValueVo2> voList = map.get(code);
                OsmoticValueVo2 max = voList.stream().max(Comparator.comparing(OsmoticValueVo2::getValue)).get();
                OsmoticValueVo2 min = voList.stream().min(Comparator.comparing(OsmoticValueVo2::getValue)).get();
                vo.setCd(code);
                vo.setMaxValue(max.getValue());
                vo.setMaxTm(max.getTm());
                vo.setMinValue(min.getValue());
                vo.setMinTm(min.getTm());
                vo.setDiff(max.getValue().subtract(min.getValue()));
                if(year == null){
                    vo.setDetailVos(bindData(MyBeanUtil.collectionCopy(list,OsmoticChartDetailVo.class),MyBeanUtil.collectionCopy(voList,OsmoticChartDetailVo.class)));
                }
            }else {
                vo.setDetailVos(new ArrayList<>());
            }
            if(vo.getDetailVos() != null){
                for (OsmoticChartDetailVo detailVo : vo.getDetailVos()) {
                    detailVo.setRz(rzMap.get(detailVo.getTm()));
                }
            }else{
                vo.setDetailVos(new ArrayList<>());
            }

            resList.add(vo);
        }
        //查询测站降雨量
        List<StRzVo> drpList;
        if(year != null){
            drpList = baseMapper.queryDrp(year,stcd);
            OsmoticChartVo2 chartVo = new OsmoticChartVo2();
            chartVo.setCd("rz");
            if(com.baomidou.mybatisplus.core.toolkit.CollectionUtils.isNotEmpty(list)){
                StRzVo max = list.stream().max(Comparator.comparing(StRzVo::getRz)).get();
                StRzVo min = list.stream().min(Comparator.comparing(StRzVo::getRz)).get();
                chartVo.setMaxValue(max.getRz());
                chartVo.setMaxTm(max.getTm());
                chartVo.setMinValue(min.getRz());
                chartVo.setMinTm(min.getTm());
                chartVo.setDiff(max.getRz().subtract(min.getRz()));
                resList.add(chartVo);
            }

            if(com.baomidou.mybatisplus.core.toolkit.CollectionUtils.isNotEmpty(drpList)){
                OsmoticChartVo2 drpVo = new OsmoticChartVo2();
                drpVo.setCd("drp");
                StRzVo maxDrp = drpList.stream().max(Comparator.comparing(StRzVo::getRz)).get();
                StRzVo minDrp = drpList.stream().min(Comparator.comparing(StRzVo::getRz)).get();
                drpVo.setMaxValue(maxDrp.getRz());
                drpVo.setMaxTm(maxDrp.getTm());
                drpVo.setMinValue(minDrp.getRz());
                drpVo.setMinTm(minDrp.getTm());
                drpVo.setDiff(maxDrp.getRz().subtract(minDrp.getRz()));
                resList.add(drpVo);
            }
        }
        return resList;
    }



    //根据监测时间合并管水位和库水位数据
    private List<OsmoticChartDetailVo> bindData(List<OsmoticChartDetailVo> tmRzList, List<OsmoticChartDetailVo> voList) {
        HashSet<String> strings = new HashSet<>();
        tmRzList.stream().forEach(v1 -> strings.add(v1.getTm()));
        voList.stream().forEach(v1 -> strings.add(v1.getTm()));

        List<OsmoticChartDetailVo> result = new ArrayList<>();
        strings.stream().forEach(v1 ->{
            OsmoticChartDetailVo v = new OsmoticChartDetailVo();
            v.setTm(v1);
            result.add(v);
        });
        List<OsmoticChartDetailVo> list = result.stream().map(v1 -> {
            tmRzList.stream().filter(v2 -> v1.getTm().equals(v2.getTm())).forEach(v2 -> {
                v1.setRz(v2.getRz());
            });

            voList.stream().filter(v2 -> v1.getTm().equals(v2.getTm())).forEach(v2 -> {
                v1.setValue(v2.getValue());
            });
            return v1;
        }).collect(Collectors.toList());
        return list.stream().sorted(Comparator.comparing(OsmoticChartDetailVo::getTm)).collect(Collectors.toList());
    }

    public List<OsmoticStationVo2> infiltraLine(OsmoticQuerySo osmoticQuerySo) {
        List<OsmoticStationVo2> resList = new ArrayList<>();
        String stcd = jcskGnssRService.getStcd();
        //查询库水位
        //TODO 数据是每整点过五分监测一次(暂时修改，看后续实际数据来了之后会怎么样）
        List<StRzVo> list = baseMapper.queryLineRz(osmoticQuerySo,stcd);
        Map<String, BigDecimal> rzMap = list.stream().collect(Collectors.toMap(StRzVo::getTm, StRzVo::getRz));
        //查询测站管水位
        List<OsmoticValueVo2> valueList = baseMapper.queryLineValue(osmoticQuerySo);
        //查询测站预警信息
        List<OsmoticValueVo2> warnList = baseMapper.queryWarn(osmoticQuerySo);

        valueList.stream().map(vo->{
            Boolean b = warnList.stream().filter(o->o.getStationCode().equals(vo.getStationCode()) && o.getTm().equals(vo.getTm())).findAny().isPresent();
            if(b){
                vo.setStatus(0);
            }
            return vo;
        }).collect(Collectors.toList());

        HashSet<String> dateList = new HashSet<>();
        list.stream().forEach(v1 -> dateList.add(v1.getTm()));
        valueList.stream().forEach(v1 -> dateList.add(v1.getTm()));

        // 过滤出整点时间数据
        List<String> hourList = dateList.stream()
                .filter(tm -> tm.matches(".*:00:00$")) // 匹配以:00:00结尾的时间
                .collect(Collectors.toList());

        for(String str : hourList){
            OsmoticStationVo2 vo = new OsmoticStationVo2();
            vo.setTm(str);
            vo.setRz(rzMap.get(str));
            List<OsmoticValueVo2> newList = valueList.stream().filter(o->str.equals(o.getTm())).collect(Collectors.toList());
            vo.setList(newList);
            if(com.baomidou.mybatisplus.core.toolkit.CollectionUtils.isNotEmpty(newList) &&  newList.stream().filter(o->o.getStatus() == 0).findAny().isPresent()){
                vo.setStatus(0);
            }
            resList.add(vo);
        }
        return resList.stream().sorted(Comparator.comparing(OsmoticStationVo2::getTm).reversed()).collect(Collectors.toList());
    }

    public void export(OsmoticQuerySo osmoticQuerySo, HttpServletResponse response) {
        //通过断面查询渗压设备
        List<String> stationCodes = osmoticQuerySo.getStationCodes();
        //表头信息
        List<String> heads = new ArrayList<>();
        heads.add("序号");
        heads.add("时间");
        heads.add("库水位(m)");
        heads.addAll(stationCodes);
        heads.add("结果分析");

        //表格数据
        List<OsmoticStationVo2> resList = infiltraLine(osmoticQuerySo);
        List<Map<String, Object>> list = new ArrayList<>();
        for (int j = 0;j < resList.size(); j++) {
            OsmoticStationVo2 vo = resList.get(j);
            Map<String, Object> test = new LinkedHashMap<>();
            test.put("t0",j+1);
            test.put("t1", vo.getTm());
            test.put("t2", vo.getRz());
            for(int i = 0;i < stationCodes.size();i++){
                String code = stationCodes.get(i);
                OsmoticValueVo2 valueVo = vo.getList().stream().filter(o->code.equals(o.getStationCode())).findFirst().orElse(null);
                test.put(code,valueVo != null ? valueVo.getValue() : "");
            }
            test.put("t4", vo.getStatus() == 0 ? "异常":"正常");
            list.add(test);
        }
        List<List<String>> hs = new ArrayList<>();
        for (String s : heads) {
            hs.add(Arrays.asList(s));
        }
        ExcelUtil.exportExcel(hs, DataHandleUtil.tableData(list), "浸润线", response, "浸润线");
    }

    private OsmoticQuerySo commonQueryHandle(OsmoticQuerySo osmoticQuerySo){
        String year = osmoticQuerySo.getYear();
        try {
            SimpleDateFormat sdf = new SimpleDateFormat("yyyy-MM-dd HH:mm:ss");
            Date start = sdf.parse(year + "-01-01 00:00:00");
            Date end = sdf.parse(year + "-12-31 23:59:59"); // 建议使用 23:59:59

            DateTimeRangeSo so = new DateTimeRangeSo();
            so.setStart(start);
            so.setEnd(end);
            osmoticQuerySo.setDateTimeRangeSo(so);
            return osmoticQuerySo;
        } catch (Exception e) {
            throw new IllegalArgumentException("日期格式错误: " + year, e);
        }
    }

    public List<OsmoticStationVo2> yearStat(OsmoticQuerySo osmoticQuerySo) {
        commonQueryHandle(osmoticQuerySo);
        return queryValue(osmoticQuerySo,Integer.valueOf(osmoticQuerySo.getYear()));
    }

    public List<OsmoticChartVo2> yearStatValue(OsmoticQuerySo osmoticQuerySo) {
        commonQueryHandle(osmoticQuerySo);
        return queryChart(osmoticQuerySo,Integer.valueOf(osmoticQuerySo.getYear()));
    }

    public void yearStatExport(OsmoticQuerySo osmoticQuerySo, HttpServletResponse response) {
        String headName = osmoticQuerySo.getProfileName() + "断面测压管水位(m)";
        String fileName = "断面年度渗压统计";
        String sheetName = "年度渗压统计";
        if(osmoticQuerySo.getType() == 1){
            fileName = osmoticQuerySo.getProfileName() + fileName;
        }else {
            headName = "渗流量(L/s)";
            fileName = "年度渗流统计";
            sheetName = "年度渗流统计";
        }

        //上方表格数据
        List<OsmoticStationVo2> resList = yearStat(osmoticQuerySo);
        //下方特征值数据
        List<OsmoticChartVo2> chartList = queryChart(osmoticQuerySo,Integer.valueOf(osmoticQuerySo.getYear()));
        List<String> stationCodes = osmoticQuerySo.getStationCodes();
        //表头信息
        List<List<String>> headList = new ArrayList<>();
        List<String> heads1 = new ArrayList<>();
        heads1.add("序号");
        heads1.add("序号");
        headList.add(heads1);

        List<String> heads2 = new ArrayList<>();
        heads2.add("监测日期");
        heads2.add("监测日期");
        headList.add(heads2);

        for(String code : stationCodes){
            List<String> heads = new ArrayList<>();
            heads.add(headName);
            heads.add(code);
            headList.add(heads);
        }

        List<String> heads3 = new ArrayList<>();
        heads3.add("库水位(m)");
        heads3.add("库水位(m)");
        headList.add(heads3);

        List<String> heads4 = new ArrayList<>();
        heads4.add("降雨量(mm)");
        heads4.add("降雨量(mm)");
        headList.add(heads4);

        List<Map<String, Object>> list = new ArrayList<>();
        for (int j = 0;j < resList.size(); j++) {
            OsmoticStationVo2 vo = resList.get(j);
            Map<String, Object> test = new LinkedHashMap<>();
            test.put("t0",j+1);
            test.put("t1", vo.getTm());
            for(int i = 0;i < stationCodes.size();i++){
                String code = stationCodes.get(i);
                OsmoticValueVo2 valueVo = vo.getList().stream().filter(o->code.equals(o.getStationCode())).findFirst().orElse(null);
                test.put(code,valueVo != null ? valueVo.getValue() : "");
            }
            test.put("t2", vo.getRz());
            test.put("t3", vo.getDrp());
            list.add(test);
        }

        Map<String, Object> max = new LinkedHashMap<>();
        max.put("t0","全年度特征值统计");
        max.put("t1", "最大值");
        for(int i = 0;i < stationCodes.size();i++){
            String code = stationCodes.get(i);
            max.put(code,chartList.stream().filter(o->code.equals(o.getCd())).findFirst().get().getMaxValue());
        }
        max.put("t2", chartList.stream().filter(o->"rz".equals(o.getCd())).findFirst().get().getMaxValue());
        max.put("t3", chartList.stream().filter(o->"drp".equals(o.getCd())).findFirst().get().getMaxValue());
        list.add(max);

        Map<String, Object> maxTm = new LinkedHashMap<>();
        maxTm.put("t0","全年度特征值统计");
        maxTm.put("t1", "日期");
        for(int i = 0;i < stationCodes.size();i++){
            String code = stationCodes.get(i);
            maxTm.put(code,chartList.stream().filter(o->code.equals(o.getCd())).findFirst().get().getMaxTm());
        }
        maxTm.put("t2", chartList.stream().filter(o->"rz".equals(o.getCd())).findFirst().get().getMaxTm());
        maxTm.put("t3", chartList.stream().filter(o->"drp".equals(o.getCd())).findFirst().get().getMaxTm());
        list.add(maxTm);

        Map<String, Object> min = new LinkedHashMap<>();
        min.put("t0","全年度特征值统计");
        min.put("t1", "最小值");
        for(int i = 0;i < stationCodes.size();i++){
            String code = stationCodes.get(i);
            min.put(code,chartList.stream().filter(o->code.equals(o.getCd())).findFirst().get().getMinValue());
        }
        min.put("t2", chartList.stream().filter(o->"rz".equals(o.getCd())).findFirst().get().getMinValue());
        min.put("t3", chartList.stream().filter(o->"drp".equals(o.getCd())).findFirst().get().getMinValue());
        list.add(min);

        Map<String, Object> minTm = new LinkedHashMap<>();
        minTm.put("t0","全年度特征值统计");
        minTm.put("t1", "日期");
        for(int i = 0;i < stationCodes.size();i++){
            String code = stationCodes.get(i);
            minTm.put(code,chartList.stream().filter(o->code.equals(o.getCd())).findFirst().get().getMinTm());
        }
        minTm.put("t2", chartList.stream().filter(o->"rz".equals(o.getCd())).findFirst().get().getMinTm());
        minTm.put("t3", chartList.stream().filter(o->"drp".equals(o.getCd())).findFirst().get().getMinTm());
        list.add(minTm);

        Map<String, Object> diff = new LinkedHashMap<>();
        diff.put("t0","全年度特征值统计");
        diff.put("t1", "年变幅");
        for(int i = 0;i < stationCodes.size();i++){
            String code = stationCodes.get(i);
            diff.put(code,chartList.stream().filter(o->code.equals(o.getCd())).findFirst().get().getDiff());
        }
        diff.put("t2", chartList.stream().filter(o->"rz".equals(o.getCd())).findFirst().get().getDiff());
        diff.put("t3", chartList.stream().filter(o->"drp".equals(o.getCd())).findFirst().get().getDiff());
        list.add(diff);

        ExcelUtil.exportExcel(headList, DataHandleUtil.tableData(list),2,new int[]{0},fileName,response,sheetName);
    }

    public List<DmDvcdVo> listDvcd() {
        List<String> dms =  this.baseMapper.listDm();//查询断面
        List<DmDvcdVo> res = new ArrayList<>();
        for (String dm : dms) {
            DmDvcdVo vo = new DmDvcdVo();
            vo.setDm(dm);
            vo.setDvcd(this.baseMapper.listDvcdByDm(dm));
            res.add(vo);
        }
        return res;
    }

    public List<SyStcdMpcdVo> listStcdMpcd() {
        List<JcskSyB> syBList =  this.baseMapper.listStcdMpcd();
        List<SyStcdMpcdVo> syStcdMpcdVoList = new ArrayList<>();
        Map<String, List<String>> groupMapData = syBList.stream().collect(
                Collectors.groupingBy(JcskSyB::getStcd, Collectors.mapping(JcskSyB::getMpcd, Collectors.toList()))
        );
        groupMapData.entrySet().stream().forEach(entry -> {
            SyStcdMpcdVo entity = new SyStcdMpcdVo();
            entity.setStcd(entry.getKey());
            entity.setMpcdList(entry.getValue());
            syStcdMpcdVoList.add(entity);
        });
        return syStcdMpcdVoList;
    }

    public Page<JcskSyRHisVo> historyPage(JcskSyRPageSo page) {
        return this.baseMapper.historyPage(page.getPageSo().toPage(),page);
    }

    public boolean saveData(JcskSyR dto) {
        List<JcskSyB> list = jcskSyBService.lambdaQuery().eq(JcskSyB::getDvcd, dto.getDvcd()).last("limit 1").list();
        JcskSyB jcskSyB = list.get(0);
        dto.setStcd(jcskSyB.getStcd());
        dto.setMpcd(jcskSyB.getMpcd());
        dto.setIsArtificial(1);
        dto.setUpdateTm(LocalDateTime.now());
        int insert = this.baseMapper.insert(dto);
        return insert > 0;
    }

    public boolean updateData(JcskSyR dto) {
        List<JcskSyB> list = jcskSyBService.lambdaQuery().eq(JcskSyB::getDvcd, dto.getDvcd()).last("limit 1").list();
        JcskSyB jcskSyB = list.get(0);
        String stcd = jcskSyB.getStcd();
        String mpcd = jcskSyB.getMpcd();
        LambdaUpdateWrapper<JcskSyR> wrapper = new LambdaUpdateWrapper<>();
        wrapper.eq(JcskSyR::getMstm, dto.getMstm())
                .eq(JcskSyR::getMpcd, dto.getMpcd())
                .eq(JcskSyR::getStcd,dto.getStcd())
                .set(JcskSyR::getHycncd, dto.getHycncd())
                .set(JcskSyR::getRscd, dto.getRscd())
                .set(JcskSyR::getSpprwl, dto.getSpprwl())
                .set(JcskSyR::getTm, dto.getTm())
                .set(JcskSyR::getUpdateTm, new Date())
                .set(JcskSyR::getMpcd, mpcd)
                .set(JcskSyR::getStcd, stcd)
                .set(JcskSyR::getMstm,dto.getUpdateMstm());
        int update = this.baseMapper.update(wrapper);
        return update > 0;
    }

    public Page<JcskSyR> artificialPage(JcskSyRPageSo page) {
        Page<JcskSyR> res =  this.baseMapper.artificialPage(page.getPageSo().toPage(),page);
        return res;

    }
    public String transforDateToString(Date date) {
        // 将Date转换为LocalDateTime
        if(date == null){
            return null;
        }
        LocalDateTime localDateTime = date.toInstant()
                .atZone(ZoneId.systemDefault())
                .toLocalDateTime();
        DateTimeFormatter formatter = DateTimeFormatter.ofPattern("yyyy-MM-dd HH:mm:ss");
        String formattedDate = localDateTime.format(formatter);
        return formattedDate;
    }

    public void artificialExport(JcskSyRPageSo page, HttpServletResponse response) {

        Page<JcskSyR> res = this.baseMapper.artificialPage(page.getPageSo().toPage(), page);
        List<JcskSyR> records = res.getRecords();

        // 创建导出数据列表
        List<Map<String, Object>> exportData = new ArrayList<>();
        for (JcskSyR record : records) {
            Map<String, Object> row = new HashMap<>();
            row.put("mstm", record.getMstm().toString());
            row.put("tm", record.getTm());
            row.put("spprwl", record.getSpprwl());
            row.put("isArtificial", record.getIsArtificial() != null && record.getIsArtificial() == 1 ? "人工录入" : "自动采集");
            row.put("updateTm", DateTransforUtil.transforLocalDateTimeToString(record.getUpdateTm(),"yyyy-MM-dd HH:mm:ss"));
            row.put("dm", record.getDm());
            row.put("dmName", record.getDmName());
            row.put("dvcd", record.getDvcd()); // 改为测点编号
            exportData.add(row);
        }

        // 通过工具类创建writer
        ExcelWriter writer = cn.hutool.poi.excel.ExcelUtil.getWriter();

        // 自定义标题（去掉水库代码、水工建筑物编号、stcd、mpcd）
        writer.addHeaderAlias("dvcd", "测点编号");
        writer.addHeaderAlias("mstm", "测量时间");
        writer.addHeaderAlias("tm", "温度(℃)");
        writer.addHeaderAlias("spprwl", "渗流压力水位(m)");
        writer.addHeaderAlias("isArtificial", "录入方式");
        writer.addHeaderAlias("updateTm", "更新时间");
        writer.addHeaderAlias("dm", "断面编码");
        writer.addHeaderAlias("dmName", "断面名称");

        // 只写出设置了别名的字段
        writer.setOnlyAlias(true);

        // 一次性写出内容
        writer.write(exportData, true);

        // 设置响应内容类型
        response.setContentType("application/vnd.openxmlformats-officedocument.spreadsheetml.sheet;charset=utf-8");

        try {
            // 设置响应头信息
            String fileName = URLEncoder.encode("渗流压力人工录入数据", "UTF-8");
            response.setHeader("Content-Disposition", "attachment;filename=" + fileName + ".xlsx");

            // 将writer对象刷新到响应输出流中
            writer.flush(response.getOutputStream(), true);
        } catch (Exception e) {
            e.printStackTrace();
            throw new RuntimeException("导出Excel失败", e);
        } finally {
            // 关闭writer，释放内存
            writer.close();
        }
    }


    public boolean deleteData(ArtificialJcskSyDeleteDto dto) {
        if(StringUtils.isBlank(dto.getStcd())) {
            throw new IllegalArgumentException("stcd不能为空");
        }
        if(StringUtils.isBlank(dto.getMpcd())){
            throw new IllegalArgumentException("mpcd不能为空");
        }
        if(dto.getMstm() == null){
            throw new IllegalArgumentException("时间不能为空");
        }
        LambdaQueryWrapper<JcskSyR> queryWrapper = new LambdaQueryWrapper<>();
        queryWrapper.eq(JcskSyR::getStcd, dto.getStcd());
        queryWrapper.eq(JcskSyR::getMstm, dto.getMstm());
        queryWrapper.eq(JcskSyR::getMpcd,dto.getMpcd());
        queryWrapper.eq(JcskSyR::getIsArtificial,1);
        int delete = this.baseMapper.delete(queryWrapper);
        return delete > 0;
    }

    @Autowired
    private AttResBaseService  attResBaseService;

    /**
     * 多项式方程计算
     * @param dto
     * @return
     */
    public ProjectSafeCalculateVo calculate(@NotNull ProjectSafeCalculateDto dto) {
        LambdaQueryWrapper<JcskSyB> queryWrapper = new LambdaQueryWrapper<>();
        ProjectSafeCalculateVo res = new ProjectSafeCalculateVo();
        //根据dvcd查询stcd和mpcd
        queryWrapper.eq(JcskSyB::getDvcd, dto.getDvcd());
        JcskSyB jcskSyB = jcskSyBService.getBaseMapper().selectOne(queryWrapper);
        String stcd = jcskSyB.getStcd();
        String mpcd = jcskSyB.getMpcd();
        //取得这个时间段得所有八点得数据
        LambdaQueryWrapper<JcskSyREightAm> eightAmLambdaQueryWrapper = new LambdaQueryWrapper<>();
        eightAmLambdaQueryWrapper.eq(JcskSyREightAm::getStcd, stcd);
        eightAmLambdaQueryWrapper.eq(JcskSyREightAm::getMpcd, mpcd);
        eightAmLambdaQueryWrapper.ge(JcskSyREightAm::getMstm,dto.getDateTimeRangeSo().getStart());
        eightAmLambdaQueryWrapper.le(JcskSyREightAm::getMstm,dto.getDateTimeRangeSo().getEnd());
        eightAmLambdaQueryWrapper.orderByAsc(JcskSyREightAm::getMstm);
        List<JcskSyREightAm> jcskSyREightAms = jcskSyREightAmMapper.selectList(eightAmLambdaQueryWrapper);
        AttResBase attResBase = attResBaseService.list().get(0);
        OsmoticQuerySo querySo = new OsmoticQuerySo();
        querySo.setDateTimeRangeSo(dto.getDateTimeRangeSo());
        List<StRzVo> stRzVos = baseMapper.qeury8AmRz(querySo,attResBase.getStcd());
        Map<String, BigDecimal> rzMap = stRzVos.stream()
                .collect(Collectors.toMap(
                        StRzVo::getTm,      // key: 时间
                        StRzVo::getRz,      // value: 水位
                        (existing, replacement) -> existing  // 如果key冲突，保留已存在的
                ));
        //组合成为 时间 库水位 管道水位的数据
        List<OsmoticPressDetailVo> data = new ArrayList<>();
        Iterator<JcskSyREightAm> iterator = jcskSyREightAms.iterator();
        while (iterator.hasNext()) {
            JcskSyREightAm eightAm = iterator.next();
            if(eightAm.getMstm() == null || eightAm.getSpprwl() == null){
                iterator.remove();
            }
            OsmoticPressDetailVo detailVo = new OsmoticPressDetailVo();

            // 设置监测时间和监测值（管道水位）
            String mstmStr = eightAm.getMstm().format(DateTimeFormatter.ofPattern("yyyy-MM-dd HH:mm:ss"));
            detailVo.setTm(mstmStr);
            detailVo.setValue(eightAm.getSpprwl());

            // 查找对应的库水位
            BigDecimal rzValue = findClosestRzValue(rzMap, mstmStr);
            if(rzValue == null){
                iterator.remove();
            }
            detailVo.setRz(rzValue);
            //获取数据清洗规则
            SyDataCheckRule rule = syDataCheckRuleService.getByDvcd(dto.getDvcd());
            if(rule != null && rule.getIsAvailable() == 1){
                //校验这条数据是否符合规则
                if(rzValue.compareTo(rule.getRz()) >=0){
                    //如果当前库水位大于等于设置库水位，则跳过这条数据
                    iterator.remove();
                }
                if(eightAm.getSpprwl().compareTo(rule.getSyValue()) <=0){
                    //如果当前监测值小于等于设置值，则跳过这套数据
                    iterator.remove();
                }
            }
            data.add(detailVo);
        }
        if(data.isEmpty()){
            return res;
        }
        List<SyRegressionData> saves = new ArrayList<>();
        RegressionEquation first = RegressionAnalysis.calculateLinear(data);
        LocalDateTime createTime = LocalDateTime.now();
        if(first != null){
            LambdaQueryWrapper<SyRegressionData> query = new LambdaQueryWrapper<>();
            query.eq(SyRegressionData::getDvcd, dto.getDvcd());
            query.eq(SyRegressionData::getOrder,1);
            syRegressionDataService.remove(query);
            res.setOne(first.toString());
            SyRegressionData syRegressionData = new SyRegressionData();
            syRegressionData.setOrder(1);
            syRegressionData.setRegressionEquation(first.toString());
            syRegressionData.setDvcd(dto.getDvcd());
            syRegressionData.setStartTime(dto.getDateTimeRangeSo().getStart());
            syRegressionData.setEndTime(dto.getDateTimeRangeSo().getEnd());
            syRegressionData.setCreateTime(createTime);
            saves.add(syRegressionData);
        }
        RegressionEquation second = RegressionAnalysis.calculateQuadratic(data);
        if(second != null){
            LambdaQueryWrapper<SyRegressionData> query = new LambdaQueryWrapper<>();
            query.eq(SyRegressionData::getDvcd, dto.getDvcd());
            query.eq(SyRegressionData::getOrder,2);
            syRegressionDataService.remove(query);
            res.setTwo(second.toString());
            SyRegressionData syRegressionData = new SyRegressionData();
            syRegressionData.setOrder(2);
            syRegressionData.setRegressionEquation(second.toString());
            syRegressionData.setDvcd(dto.getDvcd());
            syRegressionData.setStartTime(dto.getDateTimeRangeSo().getStart());
            syRegressionData.setEndTime(dto.getDateTimeRangeSo().getEnd());
            syRegressionData.setCreateTime(createTime);
            saves.add(syRegressionData);
        }
        RegressionEquation three = RegressionAnalysis.calculateCubic(data);
        if(three != null){
            LambdaQueryWrapper<SyRegressionData> query = new LambdaQueryWrapper<>();
            query.eq(SyRegressionData::getDvcd, dto.getDvcd());
            query.eq(SyRegressionData::getOrder,3);
            syRegressionDataService.remove(query);
            res.setThree(three.toString());
            SyRegressionData syRegressionData = new SyRegressionData();
            syRegressionData.setOrder(3);
            syRegressionData.setRegressionEquation(three.toString());
            syRegressionData.setDvcd(dto.getDvcd());
            syRegressionData.setStartTime(dto.getDateTimeRangeSo().getStart());
            syRegressionData.setEndTime(dto.getDateTimeRangeSo().getEnd());
            syRegressionData.setCreateTime(createTime);
            saves.add(syRegressionData);
        }
        RegressionEquation four = RegressionAnalysis.calculateQuartic(data);
        if(four != null){
            LambdaQueryWrapper<SyRegressionData> query = new LambdaQueryWrapper<>();
            query.eq(SyRegressionData::getDvcd, dto.getDvcd());
            query.eq(SyRegressionData::getOrder,4);
            syRegressionDataService.remove(query);
            res.setFour(four.toString());
            SyRegressionData syRegressionData = new SyRegressionData();
            syRegressionData.setOrder(4);
            syRegressionData.setRegressionEquation(four.toString());
            syRegressionData.setDvcd(dto.getDvcd());
            syRegressionData.setStartTime(dto.getDateTimeRangeSo().getStart());
            syRegressionData.setEndTime(dto.getDateTimeRangeSo().getEnd());
            syRegressionData.setCreateTime(createTime);
            saves.add(syRegressionData);
        }
        res.setDatas(data);
        syRegressionDataService.saveBatch(saves);
        return res;
    }

    /**
     * 查找最接近的库水位值
     */
    private BigDecimal findClosestRzValue(Map<String, BigDecimal> rzMap, String targetTimeStr) {
        // 如果直接匹配到，直接返回
        if (rzMap.containsKey(targetTimeStr)) {
            return rzMap.get(targetTimeStr);
        }

        // 如果没有直接匹配，查找最接近的时间
        LocalDateTime targetTime = LocalDateTime.parse(targetTimeStr,
                DateTimeFormatter.ofPattern("yyyy-MM-dd HH:mm:ss"));

        String closestTime = null;
        long minDiff = Long.MAX_VALUE;

        for (String timeStr : rzMap.keySet()) {
            LocalDateTime time = LocalDateTime.parse(timeStr,
                    DateTimeFormatter.ofPattern("yyyy-MM-dd HH:mm:ss"));

            long diff = Math.abs(Duration.between(targetTime, time).toMinutes());

            if (diff < minDiff) {
                minDiff = diff;
                closestTime = timeStr;
            }
        }

        return closestTime != null ? rzMap.get(closestTime) : BigDecimal.ZERO;
    }
}