package com.iailab.module.model.api; import com.iailab.framework.common.util.date.DateUtils; 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.model.api.mcs.McsApi; import com.iailab.module.model.api.mcs.dto.*; 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.enums.ItemStatus; import com.iailab.module.model.mcs.pre.service.*; import com.iailab.module.model.mcs.pre.vo.MmPredictItemRespVO; import com.iailab.module.model.mdk.vo.ItemVO; import lombok.extern.slf4j.Slf4j; 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.*; /** * @author PanZhibao * @Description * @createTime 2024年11月13日 */ @Slf4j @RestController @Validated public class McsApiImpl implements McsApi { @Autowired private DmModuleService dmModuleService; @Autowired private MmPredictItemService mmPredictItemService; @Autowired private MmItemOutputService mmItemOutputService; @Autowired private MmItemResultService mmItemResultService; @Autowired private MmItemResultLastPointService mmItemResultLastPointService; @Autowired private DataPointApi dataPointApi; private int HOUR_MINS = 60; @Override public List getPredictItemTree() { List result = new ArrayList<>(); List 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()); List children = new ArrayList<>(); List itemList = mmPredictItemService.getByModuleId(item.getId()); itemList.forEach(item1 -> { PredictItemTreeDTO chd = new PredictItemTreeDTO(); chd.setLabel(item1.getItemName()); chd.setId(item1.getId()); List chd1 = new ArrayList<>(); List outList = mmItemOutputService.getByItemid(item1.getId()); if (!CollectionUtils.isEmpty(outList)) { outList.forEach(out -> { PredictItemTreeDTO chd2 = new PredictItemTreeDTO(); chd2.setId(out.getId()); chd2.setLabel(out.getResultstr()); 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 outIds = reqVO.getOutIds(); List legends = new ArrayList<>(); List dataViewList = new ArrayList<>(); if (CollectionUtils.isEmpty(reqVO.getQueryIds())) { return result; } Date predictTime = reqVO.getPredictTime(); if (predictTime == null) { 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.getResultstr()); viewDto.setRealData(getHisData(output.getPointid(), startTime, endTime)); viewDto.setPreDataN(mmItemResultService.getData(output.getId(), startTime, endTime)); viewDto.setPreDataL(mmItemResultLastPointService.getData(output.getId(), startTime, endTime)); List values = new ArrayList<>(); if (!CollectionUtils.isEmpty(viewDto.getRealData())) { List 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 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 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)); } 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.setLastTime(predictItem.getLastTime()); Date startTime = reqVO.getStartTime(); if (startTime == null) { Calendar calendar = Calendar.getInstance(); calendar.setTime(predictItem.getLastTime()); calendar.add(Calendar.HOUR_OF_DAY, -1); startTime = calendar.getTime(); } Date endTime = reqVO.getEndTime(); if (endTime == null) { Calendar calendar = Calendar.getInstance(); calendar.setTime(predictItem.getLastTime()); calendar.add(Calendar.HOUR_OF_DAY, 1); endTime = calendar.getTime(); } if (endTime.getTime() <= startTime.getTime()) { Calendar calendar = Calendar.getInstance(); calendar.setTime(startTime); calendar.add(Calendar.HOUR_OF_DAY, 1); endTime = calendar.getTime(); } List categories = DateUtils.getTimeScale(startTime, endTime, predictItem.getGranularity()); List legend = new ArrayList<>(); LinkedHashMap viewMap = new LinkedHashMap<>(); List outs = mmItemOutputService.getByItemid(reqVO.getItemId()); if (CollectionUtils.isEmpty(outs)) { return result; } for (MmItemOutputEntity out : outs) { legend.add(out.getResultstr()); PreDataSampleViewRespDTO viewDto = new PreDataSampleViewRespDTO(); viewDto.setRealData(getHisData(out.getPointid(), startTime, endTime)); viewDto.setPreDataN(mmItemResultService.getData(out.getId(), startTime, endTime)); viewMap.put(out.getResultstr(), viewDto); } result.setStartTime(startTime); result.setEndTime(endTime); result.setCategories(categories); result.setLegend(legend); result.setViewMap(viewMap); return result; } /** * 获取真实值 * * @param pointId * @param startTime * @param endTime * @return */ private List getHisData(String pointId, Date startTime, Date endTime) { List result = new ArrayList<>(); ApiPointDTO pointDTO = dataPointApi.getInfoById(pointId); ApiPointValueQueryDTO queryPointDto = new ApiPointValueQueryDTO(); queryPointDto.setPointNo(pointDTO.getPointNo()); queryPointDto.setStart(startTime); queryPointDto.setEnd(endTime); List 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; } @Override public Boolean createAlarmMessage(AlarmMessageRespDTO dto) { return true; } @Override public List listAlarmMessage(Map params) { return null; } @Override public Boolean createScheduleSuggest(ScheduleSuggestRespDTO dto) { return true; } @Override public List listScheduleSuggest(ScheduleSuggestReqDTO params) { return null; } @Override public Boolean modifyPredictModelSetting(List dtos) { return true; } @Override public Boolean modifyScheduleModelSetting(List dtos) { return true; } }