sis/realtime/generationXK-service/src/main/java/com/gyee/generation/service/GoodnessOfFitService.java

package com.gyee.generation.service;


import com.baomidou.mybatisplus.core.conditions.query.QueryWrapper;
import com.gyee.common.contant.ContantXk;
import com.gyee.common.model.PointData;
import com.gyee.generation.init.CacheContext;
import com.gyee.generation.model.auto.ProBasicEquipment;
import com.gyee.generation.model.auto.ProBasicEquipmentPoint;
import com.gyee.generation.model.auto.ProEconWtCurveFittingMonth;
import com.gyee.generation.model.vo.FitClassVo;
import com.gyee.generation.model.vo.StatData;
import com.gyee.generation.service.auto.IProEconWtCurveFittingMonthService;
import com.gyee.generation.util.DateUtils;
import com.gyee.generation.util.StringUtils;
import com.gyee.generation.util.realtimesource.IEdosUtil;
import org.springframework.stereotype.Service;

import javax.annotation.Resource;
import java.util.*;

@Service
public class GoodnessOfFitService {


//        private static final Logger logger = LoggerFactory.getLogger(GoodnessOfFitService.class);
        @Resource
        private IEdosUtil edosUtil;
        @Resource
        private IProEconWtCurveFittingMonthService proEconWtCurveFittingMonthService;

    public Map<String,Map<String,Double>> goodnessOfFit(String wtId,Date nowDate) throws Exception {
        Date startDate = DateUtils.addDays(nowDate,-1);
        Date endDate =new Date();


        Calendar c= Calendar.getInstance();
        c.setTime(startDate);
        String  year =String.valueOf(c.get(Calendar.YEAR));
        String month = String.valueOf(c.get(Calendar.MONTH)+1);

        c.setTime(nowDate);

        c.set(Calendar.DAY_OF_MONTH,1);
        Date startDateM = c.getTime();
        c.set(Calendar.MONTH,0);
        Date startDateY = c.getTime();

        Map<String,Map<String,Double>> resultmap =new HashMap<>();

        Map<String, FitClassVo> theMapY = new HashMap<>();
        Map<String, FitClassVo> theMapM = new HashMap<>();
        Map<String, FitClassVo> theMapD = new HashMap<>();

        List<FitClassVo> theList = new ArrayList<>();

           List<ProEconWtCurveFittingMonth> powerList;
        QueryWrapper<ProEconWtCurveFittingMonth> queryWrapper = new QueryWrapper<>();
        queryWrapper.eq("year",year).eq("month",month).eq("windturbine_id",wtId);
            powerList = proEconWtCurveFittingMonthService.list(queryWrapper);
//                    .stream().filter(i->i.getMonth().equals(month)
//                && i.getWindturbineId().equals(wtId)
//                && i.getYear().equals(year)).collect(Collectors.toList());
        ProBasicEquipment wt=CacheContext.wtmap.get(wtId);
//            for (ProBasicEquipment wt : CacheContext.wtls)
//
//            {

                List<FitClassVo> fitsD= new ArrayList<>();
                List<FitClassVo> fitsM= new ArrayList<>();
                List<FitClassVo> fitsY= new ArrayList<>();


                //月数据筛选日分钟间隔
                Map<String, ProBasicEquipmentPoint> wtpointmap= CacheContext.wtpAimap.get(wt.getId());
                ProBasicEquipmentPoint fspoint=wtpointmap.get(ContantXk.CJ_SSFS);
                List<PointData>  fsls=edosUtil.getHistStat(fspoint.getNemCode(),startDate.getTime()/1000,endDate.getTime()/1000,null, 900L, StatData.AVG.getValue());

                ProBasicEquipmentPoint glpoint=wtpointmap.get(ContantXk.CJ_SSGL);
                List<PointData>  glls=edosUtil.getHistStat(glpoint.getNemCode(),startDate.getTime()/1000,endDate.getTime()/1000,null,900L, StatData.AVG.getValue());

                if(!fsls.isEmpty() && !glls.isEmpty() && fsls.size()==glls.size())
                {
                    for(int i=0;i<fsls.size();i++)
                    {
                        PointData fspd=fsls.get(i);
                        PointData glpd=glls.get(i);
                        FitClassVo po=new FitClassVo();
                        po.setWindturbineId(wt.getId());
                        po.setModelId(wt.getModelId());
                        po.setWindpowerstationId(wt.getWindpowerstationId());

                        po.setSpeed(StringUtils.round(fspd.getPointValueInDouble(),2));
                        po.setPower(StringUtils.round(glpd.getPointValueInDouble(),2));
                        fitsD.add(po);
                    }
                }

                //月数据筛选15分钟间隔
                fsls=edosUtil.getHistStat(fspoint.getNemCode(),startDateM.getTime()/1000,endDate.getTime()/1000,null,900L, StatData.AVG.getValue());
                glls=edosUtil.getHistStat(glpoint.getNemCode(),startDateM.getTime()/1000,endDate.getTime()/1000,null,900L, StatData.AVG.getValue());

                if(!fsls.isEmpty() && !glls.isEmpty() && fsls.size()==glls.size())
                {
                    for(int i=0;i<fsls.size();i++)
                    {
                        PointData fspd=fsls.get(i);
                        PointData glpd=glls.get(i);
                        FitClassVo po=new FitClassVo();
                        po.setWindturbineId(wt.getId());
                        po.setModelId(wt.getModelId());
                        po.setWindpowerstationId(wt.getWindpowerstationId());

                        po.setSpeed(StringUtils.round(fspd.getPointValueInDouble(),2));
                        po.setPower(StringUtils.round(glpd.getPointValueInDouble(),2));
                        fitsM.add(po);
                    }
                }
                //年数据筛选15分钟间隔
                fsls=edosUtil.getHistStat(fspoint.getNemCode(),startDateY.getTime()/1000,endDate.getTime()/1000,null,900L, StatData.AVG.getValue());
                glls=edosUtil.getHistStat(glpoint.getNemCode(),startDateY.getTime()/1000,endDate.getTime()/1000,null,900L, StatData.AVG.getValue());

                if(!fsls.isEmpty() && !glls.isEmpty() && fsls.size()==glls.size())
                {
                    for(int i=0;i<fsls.size();i++)
                    {
                        PointData fspd=fsls.get(i);
                        PointData glpd=glls.get(i);
                        FitClassVo po=new FitClassVo();
                        po.setWindturbineId(wt.getId());
                        po.setModelId(wt.getModelId());
                        po.setWindpowerstationId(wt.getWindpowerstationId());

                        po.setSpeed(StringUtils.round(fspd.getPointValueInDouble(),2));
                        po.setPower(StringUtils.round(glpd.getPointValueInDouble(),2));
                        fitsY.add(po);
                    }
                }

                buildList(theMapY, theList, wt.getWindpowerstationId(), fitsY, powerList);
                buildList(theMapM, theList, wt.getWindpowerstationId(), fitsM, powerList);
                buildList(theMapD, theList, wt.getWindpowerstationId(), fitsD, powerList);


                theMapD.forEach((key,value)->{
                    if(resultmap.containsKey(key))
                    {
                        Map<String,Double> tempmap=resultmap.get(key);
                        tempmap.put("day",value.getPower() > 1 ? 1 : value.getPower());
                        resultmap.put(key,tempmap);
                    }else
                    {
                        Map<String,Double> tempmap=new HashMap<>();
                        tempmap.put("day",value.getPower() > 1 ? 1 : value.getPower());
                        resultmap.put(key,tempmap);
                    }

                });

                theMapM.forEach((key,value)->{
                    if(resultmap.containsKey(key))
                    {
                        Map<String,Double> tempmap=resultmap.get(key);
                        tempmap.put("month",value.getPower() > 1 ? 1 : value.getPower());
                        resultmap.put(key,tempmap);
                    }else
                    {
                        Map<String,Double> tempmap=new HashMap<>();
                        tempmap.put("month",value.getPower() > 1 ? 1 : value.getPower());
                        resultmap.put(key,tempmap);
                    }

                });

                theMapY.forEach((key,value)->{
                    if(resultmap.containsKey(key))
                    {
                        Map<String,Double> tempmap=resultmap.get(key);
                        tempmap.put("year",value.getPower() > 1 ? 1 : value.getPower());
                        resultmap.put(key,tempmap);
                    }else
                    {
                        Map<String,Double> tempmap=new HashMap<>();
                        tempmap.put("year",value.getPower() > 1 ? 1 : value.getPower());
                        resultmap.put(key,tempmap);
                    }

                });
//            }


//
//            for (FitClassVo item : theList)
//            {
//                Double rnew = 0.0;
//                Double speed = 0.0;
//
//                if (item.getEpower() != 0)
//                {
//                    rnew = (Double)Math.sqrt((double)(item.getPower() / item.getEpower()));
//                }
//                if (item.getNumber() != 0)
//                {
//                    speed = item.getSpeed() / item.getNumber();
//                }
//                item.setSpeed(speed);
//                item.setPower(rnew);
//
//            }

        return resultmap;
    }



    private void buildList(Map<String, FitClassVo> theMap, List<FitClassVo> theList, String windpowerstationId, List<FitClassVo> fitsY, List<ProEconWtCurveFittingMonth> powerList)
    {



        for (FitClassVo item : fitsY)
        {
            Double speed;
            if (windpowerstationId.contains("GDC"))
            {
                speed = item.getSpeed();
                speed /= 100;

                speed = StringUtils.round(speed, 1);
                speed *= 100;

                //speed = speed;
            }
            else
            {
                speed = StringUtils.round(item.getSpeed(), 1);
            }
            String windturbineId = item.getWindturbineId();
            if (CacheContext.theoreticalPowerMap.containsKey(item.getModelId()))
            {
                if (CacheContext.theoreticalPowerMap.get(item.getModelId()).size() > 0)
                {


                    if (CacheContext.theoreticalPowerMap.get(item.getModelId()).containsKey(speed))
                    {
                        Double epower = CacheContext.theoreticalPowerMap.get(item.getModelId()).get(speed).getEnsurePower();


                        buildtheMap(theMap, theList, windpowerstationId, item, speed, epower);


                    }
                }
                else
                {
                    if (powerList != null && powerList.size()>0)
                    {
                        Double finalSpeed = speed;
                        OptionalDouble tempp=powerList.stream()
                                .filter(i-> Objects.equals(i.getSpeed(), finalSpeed) &&  i.getWindturbineId().equals(windturbineId))
                                .mapToDouble(ProEconWtCurveFittingMonth::getOptimalPower).findFirst();
                        double p;

                        if (tempp.isPresent())
                        {
                            Double epower = tempp.getAsDouble();

                            buildtheMap(theMap, theList, windpowerstationId, item, speed, epower);
                        }
                        else
                        {
                            DoubleSummaryStatistics summaryStatistics=powerList.stream().filter(i->i.getWindturbineId().equals(windturbineId))
                                    .mapToDouble(ProEconWtCurveFittingMonth::getSpeed).summaryStatistics();

                            double max = summaryStatistics.getMax();
                            if (speed > max)
                            {
                                summaryStatistics=powerList.stream().filter(i->i.getWindturbineId().equals(windturbineId)).mapToDouble(ProEconWtCurveFittingMonth::getActualPower).summaryStatistics();
                                p = summaryStatistics.getMax();

                                Double epower = p;

                                buildtheMap(theMap, theList, windpowerstationId, item, speed, epower);
                            }

                        }

                    }
                }

            }
        }
    }

    private static void buildtheMap(Map<String, FitClassVo> theMap, List<FitClassVo> theList, String windpowerstationId, FitClassVo item, Double speed, Double epower)
    {
        Double value1 = item.getPower() - epower;
        value1 *= value1;
        Double value2 = item.getPower();
        value2 *= value2;



        if (theMap.containsKey(item.getWindturbineId()))
        {
            FitClassVo vo= theMap.get(item.getWindturbineId());
            int number=vo.getNumber();
            vo.setSpeed(item.getSpeed()+speed);
            vo.setPower(item.getPower()+value1);
            vo.setEpower(item.getEpower()+value2);
            number=number+1;
            vo.setNumber(number);
            theMap.put(item.getWindturbineId(),vo);
        }
        else
        {
            FitClassVo fit = new FitClassVo();
            fit.setWindturbineId(item.getWindturbineId());
            fit.setWindpowerstationId(windpowerstationId);
            fit.setModelId(item.getModelId());
            fit.setSpeed(speed);
            fit.setPower(value1);
            fit.setEpower(value2);
            fit.setNumber(1);
            theList.add(fit);
            theMap.put(item.getWindturbineId(), fit);
        }
    }

}