package com.iailab.module.model.api;

import com.iailab.framework.common.pojo.PageResult;
import com.iailab.framework.common.util.date.DateUtils;
import com.iailab.framework.common.util.object.ConvertUtils;
import com.iailab.module.data.api.plan.PlanItemApi;
import com.iailab.module.data.api.plan.dto.ApiPlanDataDTO;
import com.iailab.module.data.api.point.DataPointApi;
import com.iailab.module.data.api.point.dto.ApiPointDTO;
import com.iailab.module.data.api.point.dto.ApiPointValueDTO;
import com.iailab.module.data.api.point.dto.ApiPointValueQueryDTO;
import com.iailab.module.data.common.ApiDataQueryDTO;
import com.iailab.module.model.api.mcs.McsApi;
import com.iailab.module.model.api.mcs.dto.*;
import com.iailab.module.model.api.mdk.dto.StScheduleRecordVO;
import com.iailab.module.model.common.enums.CommonDict;
import com.iailab.module.model.common.enums.DataTypeEnum;
import com.iailab.module.model.common.enums.PreLineTypeEnum;
import com.iailab.module.model.enums.CommonConstant;
import com.iailab.module.model.influxdb.pojo.InfluxModelResultByOutPutIdsPOJO;
import com.iailab.module.model.influxdb.service.InfluxDBService;
import com.iailab.module.model.influxdb.vo.InfluxModelResultVO;
import com.iailab.module.model.mcs.pre.entity.DmModuleEntity;
import com.iailab.module.model.mcs.pre.entity.MmItemOutputEntity;
import com.iailab.module.model.mcs.pre.entity.MmPredictAlarmMessageEntity;
import com.iailab.module.model.mcs.pre.service.*;
import com.iailab.module.model.mcs.pre.vo.MmItemOutputRespVO;
import com.iailab.module.model.mcs.pre.vo.MmPredictAlarmMessageSaveReqVO;
import com.iailab.module.model.mcs.pre.vo.MmPredictItemRespVO;
import com.iailab.module.model.mcs.sche.entity.StScheduleModelEntity;
import com.iailab.module.model.mcs.sche.entity.StScheduleSuggestEntity;
import com.iailab.module.model.mcs.sche.service.*;
import com.iailab.module.model.mcs.sche.vo.StScheduleSuggestSaveReqVO;
import com.iailab.module.model.mdk.vo.ItemVO;
import com.iailab.module.model.mpk.service.ChartParamService;
import com.iailab.module.model.mpk.service.ChartService;
import com.iailab.module.model.mpk.service.ElectricityPriceSegmentedService;
import lombok.extern.slf4j.Slf4j;
import org.apache.commons.lang3.StringUtils;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.util.CollectionUtils;
import org.springframework.validation.annotation.Validated;
import org.springframework.web.bind.annotation.RestController;

import java.math.BigDecimal;
import java.util.*;
import java.util.stream.Collectors;

/**
 * @author PanZhibao
 * @Description
 * @createTime 2024年11月13日
 */
@Slf4j
@RestController
@Validated
public class McsApiImpl implements McsApi {

    @Autowired
    private DataPointApi dataPointApi;

    @Autowired
    private DmModuleService dmModuleService;

    @Autowired
    private MmPredictItemService mmPredictItemService;

    @Autowired
    private MmItemOutputService mmItemOutputService;

    @Autowired
    private MmItemResultService mmItemResultService;

    @Autowired
    private MmItemResultLastPointService mmItemResultLastPointService;

    @Autowired
    private MmItemResultJsonService mmItemResultJsonService;

    @Autowired
    private ChartService chartService;

    @Autowired
    private MmPredictAlarmMessageService mmPredictAlarmMessageService;

    @Autowired
    private StScheduleSuggestService stScheduleSuggestService;

    @Autowired
    private PlanItemApi planItemApi;

    @Autowired
    private MmPredictAlarmConfigService mmPredictAlarmConfigService;

    @Autowired
    private StScheduleSchemeService stScheduleSchemeService;

    @Autowired
    private StScheduleRecordService stScheduleRecordService;

    @Autowired
    private ChartParamService chartParamService;

    @Autowired
    private InfluxDBService influxDBService;

    @Autowired
    private ElectricityPriceSegmentedService electricityPriceSegmentedService;

    @Autowired
    private StScheduleModelService stScheduleModelService;

    @Autowired
    private StScheduleModelSettingService stScheduleModelSettingService;


    private int HOUR_MINS = 60;

    @Override
    public List<PredictItemTreeDTO> getPredictItemTree() {
        List<PredictItemTreeDTO> result = new ArrayList<>();

        List<DmModuleEntity> moduleList = dmModuleService.list(new HashMap<>());
        if (CollectionUtils.isEmpty(moduleList)) {
            return result;
        }
        moduleList.forEach(item -> {
            PredictItemTreeDTO moduleOpt = new PredictItemTreeDTO();
            moduleOpt.setId(item.getId());
            moduleOpt.setLabel(item.getModulename());
            moduleOpt.setDisabled(true);
            List<PredictItemTreeDTO> children = new ArrayList<>();
            List<ItemVO> itemList = mmPredictItemService.getByModuleId(item.getId());
            itemList.forEach(item1 -> {
                PredictItemTreeDTO chd = new PredictItemTreeDTO();
                chd.setLabel(item1.getItemName());
                chd.setId(item1.getId());
                List<PredictItemTreeDTO> chd1 = new ArrayList<>();
                List<MmItemOutputEntity> outList = mmItemOutputService.getByItemid(item1.getId());
                if (!CollectionUtils.isEmpty(outList)) {
                    outList.forEach(out -> {
                        PredictItemTreeDTO chd2 = new PredictItemTreeDTO();
                        chd2.setId(out.getId());
                        chd2.setLabel(out.getResultName());
                        chd1.add(chd2);
                    });
                }
                chd.setChildren(chd1);
                children.add(chd);
            });
            moduleOpt.setChildren(children);
            result.add(moduleOpt);
        });
        return result;
    }

    @Override
    public PreDataBarLineRespVO getPreDataCharts(PreDataBarLineReqVO reqVO) {
        PreDataBarLineRespVO result = new PreDataBarLineRespVO();
        List<String> outIds = reqVO.getOutIds();
        List<String> legends = new ArrayList<>();
        List<PreDataViewRespDTO> dataViewList = new ArrayList<>();
        if (CollectionUtils.isEmpty(outIds)) {
            return result;
        }
        Date predictTime = reqVO.getPredictTime();
        if (predictTime == null) {
            MmItemOutputEntity output = null;
            for (String outId : outIds) {
                output = mmItemOutputService.getOutPutById(outId);
                if (output != null) {
                    break;
                }
            }
            ItemVO predictItem = mmPredictItemService.getItemById(output.getItemid());
            if (predictItem.getLastTime() != null) {
                predictTime = predictItem.getLastTime();
            } else {
                Calendar calendar = Calendar.getInstance();
                calendar.set(Calendar.MILLISECOND, 0);
                calendar.set(Calendar.SECOND, 0);
                predictTime = calendar.getTime();
            }
        }
        Date startTime = reqVO.getStartTime();
        if (startTime == null) {
            Calendar calendar = Calendar.getInstance();
            calendar.setTime(predictTime);
            calendar.add(Calendar.HOUR_OF_DAY, -1);
            startTime = calendar.getTime();
        }
        Date endTime = reqVO.getEndTime();
        if (endTime == null) {
            Calendar calendar = Calendar.getInstance();
            calendar.setTime(predictTime);
            calendar.add(Calendar.HOUR_OF_DAY, 1);
            endTime = calendar.getTime();
        }

        for (int i = 0; i < outIds.size(); i++) {
            PreDataViewRespDTO viewDto = new PreDataViewRespDTO();
            String outId = outIds.get(i);
            MmItemOutputEntity output = mmItemOutputService.getOutPutById(outId);
            if (output == null) {
                continue;
            }
            legends.add(output.getResultName());
            viewDto.setItemId(output.getItemid());
            viewDto.setOutId(outId);
            viewDto.setResultstr(output.getResultstr());
            viewDto.setResultName(output.getResultName());
            viewDto.setRealData(getHisData(output.getPointid(), startTime, endTime));
            viewDto.setPreDataN(mmItemResultService.getData(output.getId(), startTime, endTime, DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND));
            viewDto.setPreDataL(mmItemResultLastPointService.getData(output.getId(), startTime, endTime, DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND));
            viewDto.setCurData(mmItemResultJsonService.getData(output.getId(), predictTime, DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND, 3));
            List<Double> values = new ArrayList<>();
            if (!CollectionUtils.isEmpty(viewDto.getRealData())) {
                List<Double> hisValues = new ArrayList<>();
                viewDto.getRealData().forEach(item -> {
                    values.add(Double.parseDouble(item[1].toString()));
                    hisValues.add(Double.parseDouble(item[1].toString()));
                });
                viewDto.setHisMax(new BigDecimal(hisValues.stream().mapToDouble(Double::doubleValue).max().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
                viewDto.setHisMin(new BigDecimal(hisValues.stream().mapToDouble(Double::doubleValue).min().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
                viewDto.setHisAvg(new BigDecimal(hisValues.stream().mapToDouble(Double::doubleValue).average().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
                viewDto.setHisCumulant(new BigDecimal(hisValues.stream().mapToDouble(Double::doubleValue).sum())
                        .divide(new BigDecimal(HOUR_MINS), 2, BigDecimal.ROUND_HALF_UP));
            }
            if (!CollectionUtils.isEmpty(viewDto.getPreDataN())) {
                viewDto.getPreDataN().forEach(item -> {
                    values.add(Double.parseDouble(item[1].toString()));
                });
            }
            if (!CollectionUtils.isEmpty(viewDto.getPreDataL())) {
                List<Double> preValues = new ArrayList<>();
                viewDto.getPreDataL().forEach(item -> {
                    values.add(Double.parseDouble(item[1].toString()));
                    preValues.add(Double.parseDouble(item[1].toString()));
                });
                viewDto.setPreMax(new BigDecimal(preValues.stream().mapToDouble(Double::doubleValue).max().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
                viewDto.setPreMin(new BigDecimal(preValues.stream().mapToDouble(Double::doubleValue).min().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
                viewDto.setPreAvg(new BigDecimal(preValues.stream().mapToDouble(Double::doubleValue).average().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
            }
            if (!CollectionUtils.isEmpty(viewDto.getCurData())) {
                List<Double> preValues = new ArrayList<>();
                viewDto.getCurData().forEach(item -> {
                    values.add(Double.parseDouble(item[1].toString()));
                    preValues.add(Double.parseDouble(item[1].toString()));
                });
                viewDto.setPreCumulant(new BigDecimal(preValues.stream().mapToDouble(Double::doubleValue).sum())
                        .divide(new BigDecimal(HOUR_MINS), 2, BigDecimal.ROUND_HALF_UP));
            }
            if (!CollectionUtils.isEmpty(viewDto.getAdjData())) {
                viewDto.getAdjData().forEach(item -> {
                    values.add(Double.parseDouble(item[1].toString()));
                });
            }
            if (!CollectionUtils.isEmpty(values)) {
                viewDto.setMaxValue(new BigDecimal(values.stream().mapToDouble(Double::doubleValue).max().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
                viewDto.setMinValue(new BigDecimal(values.stream().mapToDouble(Double::doubleValue).min().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
            }
            //处理预测累计
            if (output.getIscumulant() == 1) {
                if (StringUtils.isNotBlank(output.getCumulpoint())) {
                    viewDto.setCumulantRealData(getHisData(output.getCumulpoint(), startTime, endTime));
                }
                viewDto.setCumulantPreData(mmItemResultService.getData(output.getId() + CommonDict.CUMULANT_SUFFIX, startTime, endTime, DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND));
            }

            dataViewList.add(viewDto);
        }
        result.setStartTime(startTime);
        result.setEndTime(endTime);
        result.setPredictTime(predictTime);
        result.setCategories(DateUtils.getTimeScale(startTime, endTime, 60));
        result.setLegend(legends);
        result.setDataViewList(dataViewList);
        return result;
    }

    @Override
    public PreDataItemChartRespVO getPreDataItemChart(PreDataItemChartReqVO reqVO) {
        PreDataItemChartRespVO result = new PreDataItemChartRespVO();
        ItemVO predictItem = mmPredictItemService.getItemById(reqVO.getItemId());
        if (predictItem == null) {
            return result;
        }
        if (predictItem.getLastTime() == null) {
            return result;
        }
        result.setPredictTime(predictItem.getLastTime());
        Date startTime = reqVO.getStartTime();
        if (startTime == null) {
            Calendar calendar = Calendar.getInstance();
            calendar.setTime(predictItem.getLastTime());
            calendar.add(Calendar.SECOND, -1 * predictItem.getPredictLength() * predictItem.getGranularity());
            startTime = calendar.getTime();
        }
        Date endTime = reqVO.getEndTime();
        if (endTime == null) {
            Calendar calendar = Calendar.getInstance();
            calendar.setTime(predictItem.getLastTime());
            calendar.add(Calendar.SECOND, predictItem.getPredictLength() * predictItem.getGranularity());
            endTime = calendar.getTime();
        }
        if (endTime.getTime() <= startTime.getTime()) {
            Calendar calendar = Calendar.getInstance();
            calendar.setTime(startTime);
            calendar.add(Calendar.SECOND, predictItem.getPredictLength() * predictItem.getGranularity());
            endTime = calendar.getTime();
        }

        List<String> categories = DateUtils.getTimeScale(startTime, endTime, predictItem.getGranularity());
        List<String> legend = new ArrayList<>();
        LinkedHashMap<String, PreDataSampleViewRespDTO> viewMap = new LinkedHashMap<>();
        List<MmItemOutputEntity> outs = mmItemOutputService.getByItemid(reqVO.getItemId());
        if (CollectionUtils.isEmpty(outs)) {
            return result;
        }
        for (MmItemOutputEntity out : outs) {
            legend.add(out.getResultName());
            PreDataSampleViewRespDTO viewDto = new PreDataSampleViewRespDTO();
            if (StringUtils.isNotBlank(out.getPointid())) {
                viewDto.setRealData(getHisData(out.getPointid(), startTime, endTime));
            }
            viewDto.setPreDataN(mmItemResultService.getData(out.getId(), startTime, endTime, DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND));
            //处理预测累计
            if (out.getIscumulant() == 1) {
                if (StringUtils.isNotBlank(out.getCumulpoint())) {
                    viewDto.setCumulantRealData(getHisData(out.getCumulpoint(), startTime, endTime));
                }
                viewDto.setCumulantPreData(mmItemResultService.getData(out.getId() + CommonDict.CUMULANT_SUFFIX, startTime, endTime, DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND));
            }

            viewMap.put(out.getResultName(), viewDto);
        }
        result.setStartTime(startTime);
        result.setEndTime(endTime);
        result.setCategories(categories);
        result.setLegend(legend);
        result.setViewMap(viewMap);
        return result;
    }

    @Override
    public PreDataSingleChartRespVO getPreDataSingleChart(PreDataSingleChartReqVO reqVO) {
        PreDataSingleChartRespVO result = new PreDataSingleChartRespVO();

        Map<String, String> chartParams = chartService.getByChartCode(reqVO.getChartCode());
        if (CollectionUtils.isEmpty(chartParams)) {
            return result;
        }
        String itemCode = chartParams.get(CommonConstant.ITEM_CODE);
        if (itemCode == null) {
            return result;
        }
        String resultStr = chartParams.get(CommonConstant.RESULT_STR);
        if (resultStr == null) {
            return result;
        }
        String resultIndex = chartParams.get(CommonConstant.RESULT_INDEX);

        ItemVO predictItem = mmPredictItemService.getItemByItemNo(itemCode);
        if (predictItem == null || predictItem.getLastTime() == null) {
            return result;
        }
        String timeFormat = StringUtils.isBlank(reqVO.getTimeFormat()) ? DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND : reqVO.getTimeFormat();
        PreLineTypeEnum lineType = chartParams.get(CommonConstant.LINE_TYPE) == null ? PreLineTypeEnum.TN : PreLineTypeEnum.getEumByCode(chartParams.get(CommonConstant.LINE_TYPE));
        BigDecimal rangeH = chartParams.get(CommonConstant.RANGE_H) == null ? null : new BigDecimal(chartParams.get(CommonConstant.RANGE_H));
        BigDecimal rangeL = chartParams.get(CommonConstant.RANGE_L) == null ? null : new BigDecimal(chartParams.get(CommonConstant.RANGE_L));
        BigDecimal limitH = chartParams.get(CommonConstant.LIMIT_H) == null ? null : new BigDecimal(chartParams.get(CommonConstant.LIMIT_H));
        BigDecimal limitL = chartParams.get(CommonConstant.LIMIT_L) == null ? null : new BigDecimal(chartParams.get(CommonConstant.LIMIT_L));
        int lengthLeft = chartParams.get(CommonConstant.LENGTH_LEFT) == null ? predictItem.getPredictLength() : new BigDecimal(chartParams.get(CommonConstant.LENGTH_LEFT)).intValue();
        int lengthRight = chartParams.get(CommonConstant.LENGTH_RIGHT) == null ? predictItem.getPredictLength() : new BigDecimal(chartParams.get(CommonConstant.LENGTH_RIGHT)).intValue();

        Date[] timeArray = calResultTime(predictItem, reqVO.getStartTime(), reqVO.getEndTime(), lengthLeft, lengthRight);
        Date predictTime = timeArray[0];
        Date startTime = timeArray[1];
        Date endTime = timeArray[2];

        List<String> categories = DateUtils.getTimeScale(startTime, endTime, predictItem.getGranularity(), timeFormat);
        List<String> legend = new ArrayList<>();
        MmItemOutputEntity outPut = mmItemOutputService.getByItemid(predictItem.getId(), resultStr, resultIndex);
        PreDataViewRespDTO dataView = new PreDataViewRespDTO();
        dataView.setItemId(predictItem.getId());
        dataView.setItemName(predictItem.getItemName());
        dataView.setResultstr(resultStr);
        dataView.setRangeH(rangeH);
        dataView.setRangeL(rangeL);
        dataView.setLimitH(limitH);
        dataView.setLimitL(limitL);
        if (StringUtils.isNotBlank(outPut.getPointid())) {
            dataView.setRealData(getHisData(outPut.getPointid(), startTime, endTime, timeFormat));
        } else {
            dataView.setRealData(new ArrayList<>());
        }
        dataView.setCurData(mmItemResultJsonService.getData(outPut.getId(), predictTime, timeFormat, 3));
        dataView.setLineType(lineType.getCode());
        switch (lineType) {
            case TN:
                dataView.setPreDataN(mmItemResultService.getData(outPut.getId(), startTime, endTime, timeFormat));
                break;
            case TL:
                dataView.setPreDataN(mmItemResultService.getData(outPut.getId(), predictTime, endTime, timeFormat));
                dataView.setPreDataL(mmItemResultLastPointService.getData(outPut.getId(), startTime, endTime, timeFormat));
                break;
            default:
                break;
        }
        if (!CollectionUtils.isEmpty(dataView.getRealData())) {
            Object[] rdo = dataView.getRealData().get(dataView.getRealData().size() - 1);
            dataView.setCurrValue(new BigDecimal(rdo[1].toString()));
        }

        if (!CollectionUtils.isEmpty(dataView.getCurData())) {
            List<Double> curList = dataView.getCurData().stream().map(t -> {
                return new Double(t[1].toString());
            }).collect(Collectors.toList());
            dataView.setPreMax(new BigDecimal(curList.stream().mapToDouble(Double::doubleValue).max().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
            dataView.setPreMin(new BigDecimal(curList.stream().mapToDouble(Double::doubleValue).min().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
            dataView.setPreLast(new BigDecimal(curList.get(curList.size() - 1)).setScale(2, BigDecimal.ROUND_HALF_UP));
            dataView.setPreCumulant(new BigDecimal(curList.stream().mapToDouble(Double::doubleValue).sum()).setScale(2, BigDecimal.ROUND_HALF_UP));
        }

        String alarmObj = chartParams.get(CommonConstant.ALARM_OBJ);
        if (StringUtils.isNotBlank(alarmObj)) {
            List<AlarmMessageRespDTO> alarmList = ConvertUtils.sourceToTarget(mmPredictAlarmMessageService.getList(alarmObj, predictTime), AlarmMessageRespDTO.class);
            dataView.setAlarmList(alarmList);
            if (CollectionUtils.isEmpty(alarmList)) {
                dataView.setAlarmMessage("暂无预警信息");
            } else {
                dataView.setAlarmMessage(alarmList.get(0).getContent());
            }
        }

        try {
            String adjValuePoint = chartParams.get(CommonConstant.ADJ_VALUE_POINT);
            if (StringUtils.isNotBlank(adjValuePoint)) {
                List<String> pointNos = new ArrayList<>();
                pointNos.add(adjValuePoint);
                Map<String, Object> adjValue = dataPointApi.queryPointsRealValue(pointNos);
                dataView.setAdjValue(new BigDecimal(adjValue.get(adjValuePoint).toString()));
            }

            String adjValueArrPoint = chartParams.get(CommonConstant.ADJ_VALUE_ARR_POINT);
            if (StringUtils.isNotBlank(adjValueArrPoint)) {
                String[] adjPointArr = adjValueArrPoint.split(",");
                Map<String, Object> adjValue = dataPointApi.queryPointsRealValue(Arrays.asList(adjPointArr));
                BigDecimal[] adjValueArr = new BigDecimal[adjPointArr.length];
                for(int i = 0; i < adjPointArr.length; i++) {
                    adjValueArr[i] = new BigDecimal(adjValue.get(adjPointArr[i]).toString());
                }
                dataView.setAdjValueArr(adjValueArr);
            }
        } catch (Exception ex) {
            ex.printStackTrace();
        }

        result.setPredictTime(predictTime);
        result.setStartTime(startTime);
        result.setEndTime(endTime);
        result.setCategories(categories);
        result.setLegend(legend);
        result.setDataView(dataView);
        return result;
    }

    @Override
    public Map<String, List<Object[]>> getPreDataCur(PreDataJsonReqVO reqVO) {
        Map<String, List<Object[]>> result = new HashMap<>();
        if (reqVO == null || reqVO.getPredictTime() == null || CollectionUtils.isEmpty(reqVO.getOutputIdList())) {
            return result;
        }
        reqVO.getOutputIdList().forEach(outPutId -> {
            result.put(outPutId, mmItemResultJsonService.getData(outPutId, reqVO.getPredictTime(), DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND));
        });
        return result;
    }

    @Override
    public PlanDataSingleChartRespVO getPlanDataSingleChart(PreDataSingleChartReqVO reqVO) {
        PlanDataSingleChartRespVO result = new PlanDataSingleChartRespVO();
        Map<String, String> chartParams = chartService.getByChartCode(reqVO.getChartCode());
        if (CollectionUtils.isEmpty(chartParams)) {
            return result;
        }
        String itemCode = chartParams.get(CommonConstant.ITEM_CODE);
        if (itemCode == null) {
            return result;
        }
        String planItemStr = chartParams.get(CommonConstant.PLAN_ITEM_LIST);
        if (planItemStr == null) {
            return result;
        }
        List<String> planItemCodeList = Arrays.asList(planItemStr.split(","));

        ItemVO predictItem = mmPredictItemService.getItemByItemNo(itemCode);
        if (predictItem == null || predictItem.getLastTime() == null) {
            return result;
        }
        String timeFormat = StringUtils.isBlank(reqVO.getTimeFormat()) ? DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND : reqVO.getTimeFormat();
        int lengthLeft = chartParams.get(CommonConstant.LENGTH_LEFT) == null ? predictItem.getPredictLength() : new BigDecimal(chartParams.get(CommonConstant.LENGTH_LEFT)).intValue();
        int lengthRight = chartParams.get(CommonConstant.LENGTH_RIGHT) == null ? predictItem.getPredictLength() : new BigDecimal(chartParams.get(CommonConstant.LENGTH_RIGHT)).intValue();
        Date[] timeArray = calResultTime(predictItem, reqVO.getStartTime(), reqVO.getEndTime(), lengthLeft, lengthRight);
        Date predictTime = timeArray[0];
        Date startTime = timeArray[1];
        Date endTime = timeArray[2];
        List<String> categories = DateUtils.getTimeScale(startTime, endTime, predictItem.getGranularity(), timeFormat);
        List<String> legend = new ArrayList<>();
        LinkedHashMap<String, List<PlanDataRecordDTO>> record = new LinkedHashMap<>();
        ApiDataQueryDTO queryDTO = new ApiDataQueryDTO();
        queryDTO.setItemNos(planItemCodeList);
        queryDTO.setStart(startTime);
        queryDTO.setEnd(endTime);
        LinkedHashMap<String, List<ApiPlanDataDTO>> planData = planItemApi.queryPlanItemRecordValue(queryDTO);
        if (CollectionUtils.isEmpty(planData)) {
            planData.forEach((key, value) -> {
                record.put(key, ConvertUtils.sourceToTarget(value, PlanDataRecordDTO.class));
            });
        }
        result.setPredictTime(predictTime);
        result.setStartTime(startTime);
        result.setEndTime(endTime);
        result.setCategories(categories);
        result.setLegend(legend);
        result.setRecord(record);
        return result;
    }

    /**
     * 获取真实值
     *
     * @param pointId
     * @param startTime
     * @param endTime
     * @return
     */
    private List<Object[]> getHisData(String pointId, Date startTime, Date endTime) {
        List<Object[]> result = new ArrayList<>();
        if (StringUtils.isBlank(pointId)) {
            return result;
        }
        ApiPointDTO pointDTO = dataPointApi.getInfoById(pointId);
        ApiPointValueQueryDTO queryPointDto = new ApiPointValueQueryDTO();
        queryPointDto.setPointNo(pointDTO.getPointNo());
        queryPointDto.setStart(startTime);
        queryPointDto.setEnd(endTime);
        List<ApiPointValueDTO> valueDTOS = dataPointApi.queryPointHistoryValue(queryPointDto);
        if (CollectionUtils.isEmpty(valueDTOS)) {
            return result;
        }
        valueDTOS.forEach(item -> {
            Object[] values = new Object[2];
            values[0] = DateUtils.format(item.getT(), DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND);
            values[1] = new BigDecimal(item.getV()).setScale(2, BigDecimal.ROUND_HALF_UP);
            result.add(values);
        });
        return result;
    }

    /**
     * 获取真实值
     *
     * @param pointId
     * @param startTime
     * @param endTime
     * @param timeFormat
     * @return
     */
    private List<Object[]> getHisData(String pointId, Date startTime, Date endTime, String timeFormat) {
        List<Object[]> result = new ArrayList<>();
        ApiPointDTO pointDTO = dataPointApi.getInfoById(pointId);
        ApiPointValueQueryDTO queryPointDto = new ApiPointValueQueryDTO();
        queryPointDto.setPointNo(pointDTO.getPointNo());
        queryPointDto.setStart(startTime);
        queryPointDto.setEnd(endTime);
        List<ApiPointValueDTO> valueDTOS = dataPointApi.queryPointHistoryValue(queryPointDto);
        if (CollectionUtils.isEmpty(valueDTOS)) {
            return result;
        }
        valueDTOS.forEach(item -> {
            Object[] values = new Object[2];
            values[0] = DateUtils.format(item.getT(), timeFormat);
            values[1] = new BigDecimal(item.getV()).setScale(2, BigDecimal.ROUND_HALF_UP);
            result.add(values);
        });
        return result;
    }

    /**
     * 新增预警信息
     *
     * @param dto
     * @return
     */
    @Override
    public Boolean createAlarmMessage(AlarmMessageRespDTO dto) {
        try {
            mmPredictAlarmMessageService.create(ConvertUtils.sourceToTarget(dto, MmPredictAlarmMessageSaveReqVO.class));
            return true;
        } catch (Exception e) {
            return false;
        }
    }

    @Override
    public List<AlarmMessageRespDTO> listAlarmMessage(Map<String, Object> params) {
        return null;
    }

    @Override
    public List<AlarmConfigRespDTO> listAlarmConfig(Map<String, Object> params) {
        return mmPredictAlarmConfigService.list(params);
    }

    @Override
    public AlarmMessageRespDTO getLastAlarmMessage(String alarmObj) {
        MmPredictAlarmMessageEntity entity = mmPredictAlarmMessageService.getLast(alarmObj);
        return ConvertUtils.sourceToTarget(entity, AlarmMessageRespDTO.class);
    }

    @Override
    public Boolean createScheduleSuggest(ScheduleSuggestRespDTO dto) {
        stScheduleSuggestService.create(ConvertUtils.sourceToTarget(dto, StScheduleSuggestSaveReqVO.class));
        return true;
    }

    @Override
    public List<ScheduleSuggestRespDTO> listScheduleSuggest(ScheduleSuggestReqDTO vo) {
        return stScheduleSuggestService.list(vo);
    }

    @Override
    public List<ScheduleSuggestRespDTO> getLastLimitScheduleSuggest(String scheduleObj, Integer limit) {
        List<StScheduleSuggestEntity> list = stScheduleSuggestService.getList(scheduleObj, limit);
        return ConvertUtils.sourceToTarget(list, ScheduleSuggestRespDTO.class);
    }

    @Override
    public Boolean modifyPredictModelSetting(List<PredictModelSettingReqDTO> dtos) {
        return true;
    }

    @Override
    public Boolean modifyScheduleModelSetting(List<ScheduleModelSettingReqDTO> dtos) {
        return true;
    }

    @Override
    public List<StScheduleSchemeDTO> listScheduleScheme(String triggerMethod, String triggerCondition) {
        Map<String, Object> params = new HashMap<>();
        params.put("triggerMethod", triggerMethod);
        params.put("triggerCondition", triggerCondition);
        return stScheduleSchemeService.list(params);
    }

    @Override
    public List<ChartParamDTO> getChartParamList(String chartCode) {
        if (StringUtils.isBlank(chartCode)) {
            return null;
        }
        return chartParamService.list(chartCode);
    }

    @Override
    public PageResult<StAlarmAndSuggestRespVO> getAlarmAndSuggestPage(StAlarmAndSuggestPageReqVO reqVO) {
        return stScheduleSchemeService.getAlarmAndSuggestPage(reqVO);
    }

    @Override
    public Map<String, Map<String, Double>> getPreDoubleData(PreDoubleDataReqVO reqVO) {
        List<MmPredictItemRespVO> doubleItemOutPuts = mmPredictItemService.getDoubleOutPutsByItemNos(reqVO.getItemNos());

        //<itemNo,<resultStr,double>>
        Map<String, Map<String, Double>> result = new HashMap<>(reqVO.getItemNos().size());

        for (MmPredictItemRespVO mmPredictItemRespVO : doubleItemOutPuts) {
            List<String> outPutIds = mmPredictItemRespVO.getOutPuts().stream().map(MmItemOutputRespVO::getId).collect(Collectors.toList());
            InfluxModelResultByOutPutIdsPOJO pojo = new InfluxModelResultByOutPutIdsPOJO();
            pojo.setOutPutIds(outPutIds);
            pojo.setType(DataTypeEnum.FLOAT.getCode());
            Map<String, List<InfluxModelResultVO>> outPutIdDoubles = influxDBService.queryModelResultsByOutPutIds(pojo, mmPredictItemRespVO.getLastTime(), mmPredictItemRespVO.getLastTime());
            Map<String, Double> outPutIdDouble = new HashMap<>(outPutIds.size());
            for (MmItemOutputRespVO outPut : mmPredictItemRespVO.getOutPuts()) {
                String outPutId = outPut.getId();
                if (outPutIdDoubles.containsKey(outPutId)) {
                    List<InfluxModelResultVO> influxModelResultVOS = outPutIdDoubles.get(outPutId);
                    if (!CollectionUtils.isEmpty(influxModelResultVOS)) {
                        outPutIdDouble.put(outPut.getResultstr(),Double.valueOf(influxModelResultVOS.get(0).getValue().toString()));
                    }
                }
            }
            result.put(mmPredictItemRespVO.getItemno(),outPutIdDouble);
        }
        return result;
    }

    public Map<String, BigDecimal> getPredictLastValue(PredictLastValueReqVO reqVO) {
        Map<String, BigDecimal> result = new HashMap<>(reqVO.getItemNos().size());
        if (CollectionUtils.isEmpty(reqVO.getItemNos())) {
            return result;
        }
        List<String[]> itemNos = reqVO.getItemNos();
        for (String[] itemNo : itemNos) {
            String key = itemNo[0] + "_" + itemNo[1] + "_" + itemNo[2];
            ItemVO predictItem = mmPredictItemService.getItemByItemNo(itemNo[0]);
            if (predictItem == null || predictItem.getLastTime() == null) {
                result.put(key, BigDecimal.ZERO);
            }
            MmItemOutputEntity outPut = mmItemOutputService.getByItemid(predictItem.getId(), itemNo[1], itemNo[2]);

            Date predictTime = predictItem.getLastTime();
            List<Object[]> curData = mmItemResultJsonService.getData(outPut.getId(), predictTime, DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND);
            if(CollectionUtils.isEmpty(curData)) {
                result.put(key, BigDecimal.ZERO);
            } else {
                result.put(key, new BigDecimal(curData.get(curData.size() - 1)[1].toString()));
            }
        }
        return result;
    }

    @Override
    public List<StScheduleRecordVO> getLastScheduleData(String scheduleCode, Integer limit) {
        if (StringUtils.isBlank(scheduleCode)) {
            return null;
        }
        return stScheduleRecordService.getLastScheduleResult(scheduleCode,limit);
    }

    @Override
    public Map<String, List<Object[]>> getPredictDataItemNo(PreDataItemNoReqVO reqVO) {
        if (StringUtils.isBlank(reqVO.getItemNo())) {
            return new HashMap<>();
        }
        ItemVO predictItem = mmPredictItemService.getItemByItemNo(reqVO.getItemNo());
        if (null == predictItem) {
            return new HashMap<>();
        }

        // 默认开始时间：运行时间
        if (null == reqVO.getStartTime()) {
            reqVO.setStartTime(predictItem.getLastTime());
        }
        // 默认结束时间：运行时间+预测长度*粒度
        if (null == reqVO.getEndTime()) {
            Calendar calendar = Calendar.getInstance();
            calendar.setTime(predictItem.getLastTime());
            calendar.add(Calendar.SECOND,predictItem.getPredictLength() * predictItem.getGranularity());
            reqVO.setEndTime(calendar.getTime());
        }

        List<String> itemNos = new ArrayList<String>(){{
           add(reqVO.getItemNo());
        }};
        List<MmPredictItemRespVO> ItemRespVOs = mmPredictItemService.getArrayOutPutsByItemNos(itemNos);
        if (CollectionUtils.isEmpty(ItemRespVOs)) {
            return new HashMap<>();
        }
        List<MmItemOutputRespVO> outPuts = ItemRespVOs.get(0).getOutPuts();
        if (CollectionUtils.isEmpty(outPuts)) {
            return new HashMap<>();
        }

        InfluxModelResultByOutPutIdsPOJO pojo = new InfluxModelResultByOutPutIdsPOJO();
        pojo.setOutPutIds(outPuts.stream().map(MmItemOutputRespVO::getId).collect(Collectors.toList()));
        pojo.setType(DataTypeEnum.FLOAT.getCode());
        Map<String, List<InfluxModelResultVO>> outPutDatas = influxDBService.queryModelResultsByOutPutIds(pojo, reqVO.getStartTime(), reqVO.getEndTime());
        Map<String,List<Object[]>> result = new HashMap<>(outPuts.size());
        for (MmItemOutputRespVO outPut : outPuts) {
            String outPutId = outPut.getId();
            if (outPutDatas.containsKey(outPutId)) {
                List<InfluxModelResultVO> influxModelResultVOS = outPutDatas.get(outPutId);
                result.put(null == outPut.getResultIndex() ? outPut.getResultstr() : outPut.getResultstr()+"_"+outPut.getResultIndex(),influxModelResultVOS.stream().map(e -> {
                    Object[] values = new Object[2];
                    values[0] = DateUtils.format(Date.from(e.getTimestamp()), DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND);
                    values[1] = Double.valueOf(e.getValue().toString());
                    return values;
                }).collect(Collectors.toList()));
            }
        }
        return result;
    }

    @Override
    public List<ElectricityPriceSegmentedDTO> getElectricityPriceList(String year, String time) {
        return electricityPriceSegmentedService.getElectricityPriceList(year, time);
    }

    @Override
    public Boolean createElectricityPrice(List<ElectricityPriceSegmentedDTO> list) {
        electricityPriceSegmentedService.deleteByITimeId(list.get(0).getITimeId());
        list.forEach(dto -> electricityPriceSegmentedService.create(dto));
        return true;
    }

    @Override
    public Boolean updateScheduleModelSetting(String modelCode, String key, String value) {
        StScheduleModelEntity model = stScheduleModelService.getByModelCode(modelCode);
        stScheduleModelSettingService.updateByModelIdAndKey(model.getId(), key, value);
        return true;
    }

    /**
     * 计算功率因数 p²/（根号：p²+Q²）
     **/
    public Double calculateCos(Double PValue,Double QValue) {
        // 绝对值
        PValue = Math.abs(PValue);
        QValue = Math.abs(QValue);
        //PValue [0,0.001] 直接判断为关闭返回0
        if (PValue >= 0 && PValue <= 0.001) {
            return 0.0;
        }else {
            BigDecimal result = new BigDecimal(PValue).divide(BigDecimal.valueOf(Math.sqrt(Math.pow(PValue, 2) + Math.pow(QValue, 2))), 2, BigDecimal.ROUND_HALF_UP);
            return result.doubleValue();
        }
    }

    private Date[] calResultTime(ItemVO predictItem, Date startTimeReq, Date endTimeReq, int lengthLeft, int lengthRight) {
        Date[] result = new Date[3];
        Date predictTime = predictItem.getLastTime();
        Integer granularity = predictItem.getGranularity();
        Date startTime = startTimeReq;
        if (startTime == null) {
            Calendar calendar = Calendar.getInstance();
            calendar.setTime(predictItem.getLastTime());
            calendar.add(Calendar.SECOND, -1 * lengthLeft * granularity);
            startTime = calendar.getTime();
        }
        Date endTime = endTimeReq;
        if (endTime == null) {
            Calendar calendar = Calendar.getInstance();
            calendar.setTime(predictItem.getLastTime());
            calendar.add(Calendar.SECOND, lengthRight * granularity);
            endTime = calendar.getTime();
        }
        if (endTime.getTime() <= startTime.getTime()) {
            Calendar calendar = Calendar.getInstance();
            calendar.setTime(startTime);
            calendar.add(Calendar.SECOND, lengthRight * granularity);
            endTime = calendar.getTime();
        }
        result[0] = predictTime;
        result[1] = startTime;
        result[2] = endTime;
        return result;
    }
}