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package com.iailab.module.model.api; |
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import com.iailab.framework.common.util.date.DateUtils; |
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import com.iailab.module.data.api.point.DataPointApi; |
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import com.iailab.module.data.api.point.dto.ApiPointDTO; |
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import com.iailab.module.data.api.point.dto.ApiPointValueDTO; |
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import com.iailab.module.data.api.point.dto.ApiPointValueQueryDTO; |
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import com.iailab.module.model.api.mcs.McsApi; |
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import com.iailab.module.model.api.mcs.dto.*; |
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import com.iailab.module.model.common.enums.CommonConstant; |
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import com.iailab.module.model.common.enums.PreLineTypeEnum; |
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import com.iailab.module.model.mcs.pre.entity.DmModuleEntity; |
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import com.iailab.module.model.mcs.pre.entity.MmItemOutputEntity; |
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import com.iailab.module.model.mcs.pre.service.*; |
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import com.iailab.module.model.mdk.vo.ItemVO; |
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import com.iailab.module.model.mpk.service.ChartService; |
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import lombok.extern.slf4j.Slf4j; |
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import org.apache.commons.lang3.StringUtils; |
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import org.springframework.beans.factory.annotation.Autowired; |
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import org.springframework.util.CollectionUtils; |
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import org.springframework.validation.annotation.Validated; |
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import org.springframework.web.bind.annotation.RestController; |
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import java.math.BigDecimal; |
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import java.util.*; |
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import java.util.stream.Collectors; |
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/** |
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* @author PanZhibao |
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* @Description |
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* @createTime 2024年11月13日 |
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*/ |
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@Slf4j |
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@RestController |
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@Validated |
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public class McsApiImpl implements McsApi { |
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@Autowired |
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private DmModuleService dmModuleService; |
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@Autowired |
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private MmPredictItemService mmPredictItemService; |
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@Autowired |
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private MmItemOutputService mmItemOutputService; |
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@Autowired |
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private MmItemResultService mmItemResultService; |
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@Autowired |
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private MmItemResultLastPointService mmItemResultLastPointService; |
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@Autowired |
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private DataPointApi dataPointApi; |
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@Autowired |
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private MmItemResultJsonService mmItemResultJsonService; |
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@Autowired |
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private ChartService chartService; |
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private int HOUR_MINS = 60; |
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@Override |
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public List<PredictItemTreeDTO> getPredictItemTree() { |
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List<PredictItemTreeDTO> result = new ArrayList<>(); |
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List<DmModuleEntity> moduleList = dmModuleService.list(new HashMap<>()); |
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if (CollectionUtils.isEmpty(moduleList)) { |
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return result; |
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} |
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moduleList.forEach(item -> { |
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PredictItemTreeDTO moduleOpt = new PredictItemTreeDTO(); |
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moduleOpt.setId(item.getId()); |
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moduleOpt.setLabel(item.getModulename()); |
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List<PredictItemTreeDTO> children = new ArrayList<>(); |
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List<ItemVO> itemList = mmPredictItemService.getByModuleId(item.getId()); |
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itemList.forEach(item1 -> { |
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PredictItemTreeDTO chd = new PredictItemTreeDTO(); |
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chd.setLabel(item1.getItemName()); |
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chd.setId(item1.getId()); |
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List<PredictItemTreeDTO> chd1 = new ArrayList<>(); |
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List<MmItemOutputEntity> outList = mmItemOutputService.getByItemid(item1.getId()); |
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if (!CollectionUtils.isEmpty(outList)) { |
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outList.forEach(out -> { |
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PredictItemTreeDTO chd2 = new PredictItemTreeDTO(); |
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chd2.setId(out.getId()); |
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chd2.setLabel(out.getResultstr()); |
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chd1.add(chd2); |
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}); |
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} |
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chd.setChildren(chd1); |
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children.add(chd); |
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}); |
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moduleOpt.setChildren(children); |
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result.add(moduleOpt); |
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}); |
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return result; |
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} |
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@Override |
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public PreDataBarLineRespVO getPreDataCharts(PreDataBarLineReqVO reqVO) { |
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PreDataBarLineRespVO result = new PreDataBarLineRespVO(); |
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List<String> outIds = reqVO.getOutIds(); |
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List<String> legends = new ArrayList<>(); |
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List<PreDataViewRespDTO> dataViewList = new ArrayList<>(); |
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if (CollectionUtils.isEmpty(outIds)) { |
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return result; |
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} |
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Date predictTime = reqVO.getPredictTime(); |
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if (predictTime == null) { |
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MmItemOutputEntity output = mmItemOutputService.getOutPutById(reqVO.getOutIds().get(0)); |
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ItemVO predictItem = mmPredictItemService.getItemById(output.getItemid()); |
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if (predictItem.getLastTime() != null) { |
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predictTime = predictItem.getLastTime(); |
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} else { |
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Calendar calendar = Calendar.getInstance(); |
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calendar.set(Calendar.MILLISECOND, 0); |
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calendar.set(Calendar.SECOND, 0); |
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predictTime = calendar.getTime(); |
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} |
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} |
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Date startTime = reqVO.getStartTime(); |
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if (startTime == null) { |
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Calendar calendar = Calendar.getInstance(); |
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calendar.setTime(predictTime); |
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calendar.add(Calendar.HOUR_OF_DAY, -1); |
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startTime = calendar.getTime(); |
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} |
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Date endTime = reqVO.getEndTime(); |
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if (endTime == null) { |
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Calendar calendar = Calendar.getInstance(); |
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calendar.setTime(predictTime); |
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calendar.add(Calendar.HOUR_OF_DAY, 1); |
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endTime = calendar.getTime(); |
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} |
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for (int i = 0; i < outIds.size(); i++) { |
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PreDataViewRespDTO viewDto = new PreDataViewRespDTO(); |
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String outId = outIds.get(i); |
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MmItemOutputEntity output = mmItemOutputService.getOutPutById(outId); |
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if (output == null) { |
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continue; |
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} |
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legends.add(output.getResultstr()); |
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viewDto.setItemId(output.getItemid()); |
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viewDto.setOutId(outId); |
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viewDto.setResultstr(output.getResultstr()); |
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viewDto.setRealData(getHisData(output.getPointid(), startTime, endTime)); |
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viewDto.setPreDataN(mmItemResultService.getData(output.getId(), startTime, endTime, DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND)); |
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viewDto.setPreDataL(mmItemResultLastPointService.getData(output.getId(), startTime, endTime, DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND)); |
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List<Double> values = new ArrayList<>(); |
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if (!CollectionUtils.isEmpty(viewDto.getRealData())) { |
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List<Double> hisValues = new ArrayList<>(); |
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viewDto.getRealData().forEach(item -> { |
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values.add(Double.parseDouble(item[1].toString())); |
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hisValues.add(Double.parseDouble(item[1].toString())); |
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}); |
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viewDto.setHisMax(new BigDecimal(hisValues.stream().mapToDouble(Double::doubleValue).max().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP)); |
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viewDto.setHisMin(new BigDecimal(hisValues.stream().mapToDouble(Double::doubleValue).min().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP)); |
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viewDto.setHisAvg(new BigDecimal(hisValues.stream().mapToDouble(Double::doubleValue).average().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP)); |
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viewDto.setHisCumulant(new BigDecimal(hisValues.stream().mapToDouble(Double::doubleValue).sum()) |
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.divide(new BigDecimal(HOUR_MINS), 2, BigDecimal.ROUND_HALF_UP)); |
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} |
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if (!CollectionUtils.isEmpty(viewDto.getPreDataN())) { |
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viewDto.getPreDataN().forEach(item -> { |
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values.add(Double.parseDouble(item[1].toString())); |
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}); |
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} |
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if (!CollectionUtils.isEmpty(viewDto.getPreDataL())) { |
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List<Double> preValues = new ArrayList<>(); |
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viewDto.getPreDataL().forEach(item -> { |
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values.add(Double.parseDouble(item[1].toString())); |
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preValues.add(Double.parseDouble(item[1].toString())); |
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}); |
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viewDto.setPreMax(new BigDecimal(preValues.stream().mapToDouble(Double::doubleValue).max().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP)); |
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viewDto.setPreMin(new BigDecimal(preValues.stream().mapToDouble(Double::doubleValue).min().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP)); |
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viewDto.setPreAvg(new BigDecimal(preValues.stream().mapToDouble(Double::doubleValue).average().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP)); |
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} |
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if (!CollectionUtils.isEmpty(viewDto.getCurData())) { |
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List<Double> preValues = new ArrayList<>(); |
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viewDto.getCurData().forEach(item -> { |
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values.add(Double.parseDouble(item[1].toString())); |
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preValues.add(Double.parseDouble(item[1].toString())); |
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}); |
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viewDto.setPreCumulant(new BigDecimal(preValues.stream().mapToDouble(Double::doubleValue).sum()) |
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.divide(new BigDecimal(HOUR_MINS), 2, BigDecimal.ROUND_HALF_UP)); |
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} |
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if (!CollectionUtils.isEmpty(viewDto.getAdjData())) { |
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viewDto.getAdjData().forEach(item -> { |
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values.add(Double.parseDouble(item[1].toString())); |
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}); |
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} |
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if (!CollectionUtils.isEmpty(values)) { |
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viewDto.setMaxValue(new BigDecimal(values.stream().mapToDouble(Double::doubleValue).max().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP)); |
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viewDto.setMinValue(new BigDecimal(values.stream().mapToDouble(Double::doubleValue).min().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP)); |
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} |
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dataViewList.add(viewDto); |
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} |
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result.setStartTime(startTime); |
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result.setEndTime(endTime); |
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result.setPredictTime(predictTime); |
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result.setCategories(DateUtils.getTimeScale(startTime, endTime, 60)); |
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result.setLegend(legends); |
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result.setDataViewList(dataViewList); |
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return result; |
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} |
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@Override |
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public PreDataItemChartRespVO getPreDataItemChart(PreDataItemChartReqVO reqVO) { |
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PreDataItemChartRespVO result = new PreDataItemChartRespVO(); |
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ItemVO predictItem = mmPredictItemService.getItemById(reqVO.getItemId()); |
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if (predictItem == null) { |
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return result; |
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} |
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if (predictItem.getLastTime() == null) { |
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return result; |
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} |
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result.setPredictTime(predictItem.getLastTime()); |
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Date startTime = reqVO.getStartTime(); |
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if (startTime == null) { |
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Calendar calendar = Calendar.getInstance(); |
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calendar.setTime(predictItem.getLastTime()); |
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calendar.add(Calendar.MINUTE, -1 * predictItem.getPredictLength()); |
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startTime = calendar.getTime(); |
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} |
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Date endTime = reqVO.getEndTime(); |
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if (endTime == null) { |
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Calendar calendar = Calendar.getInstance(); |
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calendar.setTime(predictItem.getLastTime()); |
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calendar.add(Calendar.MINUTE, predictItem.getPredictLength()); |
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endTime = calendar.getTime(); |
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} |
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if (endTime.getTime() <= startTime.getTime()) { |
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Calendar calendar = Calendar.getInstance(); |
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calendar.setTime(startTime); |
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calendar.add(Calendar.MINUTE, predictItem.getPredictLength()); |
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endTime = calendar.getTime(); |
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} |
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List<String> categories = DateUtils.getTimeScale(startTime, endTime, predictItem.getGranularity()); |
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List<String> legend = new ArrayList<>(); |
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LinkedHashMap<String, PreDataSampleViewRespDTO> viewMap = new LinkedHashMap<>(); |
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List<MmItemOutputEntity> outs = mmItemOutputService.getByItemid(reqVO.getItemId()); |
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if (CollectionUtils.isEmpty(outs)) { |
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return result; |
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} |
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for (MmItemOutputEntity out : outs) { |
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legend.add(out.getResultstr()); |
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PreDataSampleViewRespDTO viewDto = new PreDataSampleViewRespDTO(); |
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viewDto.setRealData(getHisData(out.getPointid(), startTime, endTime)); |
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viewDto.setPreDataN(mmItemResultService.getData(out.getId(), startTime, endTime, DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND)); |
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viewMap.put(out.getResultstr(), viewDto); |
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} |
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result.setStartTime(startTime); |
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result.setEndTime(endTime); |
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result.setCategories(categories); |
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result.setLegend(legend); |
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result.setViewMap(viewMap); |
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return result; |
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} |
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@Override |
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public PreDataSingleChartRespVO getPreDataSingleChart(PreDataSingleChartReqVO reqVO) { |
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PreDataSingleChartRespVO result = new PreDataSingleChartRespVO(); |
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Map<String, String> chartParams = chartService.getByChartCode(reqVO.getChartCode()); |
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if (CollectionUtils.isEmpty(chartParams)) { |
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return result; |
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} |
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String itemCode = chartParams.get(CommonConstant.ITEM_CODE); |
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if (itemCode == null) { |
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return result; |
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} |
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String resultStr = chartParams.get(CommonConstant.RESULT_STR); |
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if (resultStr == null) { |
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return result; |
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} |
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ItemVO predictItem = mmPredictItemService.getItemByItemNo(itemCode); |
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if (predictItem == null || predictItem.getLastTime() == null) { |
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return result; |
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} |
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String timeFormat = StringUtils.isBlank(reqVO.getTimeFormat()) ? DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND : reqVO.getTimeFormat(); |
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PreLineTypeEnum lineType = chartParams.get(CommonConstant.LINE_TYPE) == null ? PreLineTypeEnum.TN : PreLineTypeEnum.getEumByCode(chartParams.get(CommonConstant.LINE_TYPE)); |
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BigDecimal rangeH = chartParams.get(CommonConstant.RANGE_H) == null ? BigDecimal.ZERO : new BigDecimal(chartParams.get(CommonConstant.RANGE_H)); |
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BigDecimal rangeL = chartParams.get(CommonConstant.RANGE_L) == null ? BigDecimal.ZERO : new BigDecimal(chartParams.get(CommonConstant.RANGE_L)); |
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BigDecimal limitH = chartParams.get(CommonConstant.LIMIT_H) == null ? BigDecimal.ZERO : new BigDecimal(chartParams.get(CommonConstant.LIMIT_H)); |
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BigDecimal limitL = chartParams.get(CommonConstant.LIMIT_L) == null ? BigDecimal.ZERO : new BigDecimal(chartParams.get(CommonConstant.LIMIT_L)); |
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int lengthLeft = chartParams.get(CommonConstant.LENGTH_LEFT) == null ? predictItem.getPredictLength() : new BigDecimal(chartParams.get(CommonConstant.LENGTH_LEFT)).intValue(); |
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int lengthRight = chartParams.get(CommonConstant.LENGTH_RIGHT) == null ? predictItem.getPredictLength() : new BigDecimal(chartParams.get(CommonConstant.LENGTH_RIGHT)).intValue(); |
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result.setPredictTime(predictItem.getLastTime()); |
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Date predictTime = predictItem.getLastTime(); |
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Date startTime = reqVO.getStartTime(); |
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if (startTime == null) { |
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Calendar calendar = Calendar.getInstance(); |
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calendar.setTime(predictItem.getLastTime()); |
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calendar.add(Calendar.MINUTE, -1 * lengthLeft); |
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startTime = calendar.getTime(); |
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} |
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Date endTime = reqVO.getEndTime(); |
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if (endTime == null) { |
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Calendar calendar = Calendar.getInstance(); |
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calendar.setTime(predictItem.getLastTime()); |
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calendar.add(Calendar.MINUTE, lengthRight); |
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endTime = calendar.getTime(); |
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} |
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if (endTime.getTime() <= startTime.getTime()) { |
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Calendar calendar = Calendar.getInstance(); |
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calendar.setTime(startTime); |
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calendar.add(Calendar.MINUTE, lengthRight); |
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endTime = calendar.getTime(); |
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} |
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List<String> categories = DateUtils.getTimeScale(startTime, endTime, predictItem.getGranularity(), timeFormat); |
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List<String> legend = new ArrayList<>(); |
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MmItemOutputEntity outPut = mmItemOutputService.getByItemid(predictItem.getId(), resultStr); |
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PreDataViewRespDTO dataView = new PreDataViewRespDTO(); |
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dataView.setItemId(predictItem.getId()); |
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dataView.setItemName(predictItem.getItemName()); |
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dataView.setResultstr(resultStr); |
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dataView.setRangeH(rangeH); |
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dataView.setRangeL(rangeL); |
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dataView.setLimitH(limitH); |
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dataView.setLimitL(limitL); |
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dataView.setRealData(getHisData(outPut.getPointid(), startTime, endTime, timeFormat)); |
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dataView.setCurData(mmItemResultJsonService.getData(outPut.getId(), predictTime, timeFormat)); |
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switch (lineType) { |
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case TN: |
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dataView.setPreDataN(mmItemResultService.getData(outPut.getId(), startTime, endTime, timeFormat)); |
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break; |
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case TL: |
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dataView.setPreDataN(mmItemResultService.getData(outPut.getId(), predictTime, endTime, timeFormat)); |
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dataView.setPreDataL(mmItemResultLastPointService.getData(outPut.getId(), startTime, endTime, timeFormat)); |
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break; |
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default: |
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break; |
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} |
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潘 |
339 |
if (!CollectionUtils.isEmpty(dataView.getCurData())) { |
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List<Double> curList = dataView.getCurData().stream().map(t -> { |
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return new Double(t[1].toString()); |
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}).collect(Collectors.toList()); |
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dataView.setPreMax(new BigDecimal(curList.stream().mapToDouble(Double::doubleValue).max().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP)); |
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dataView.setPreMin(new BigDecimal(curList.stream().mapToDouble(Double::doubleValue).min().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP)); |
|
345 |
} |
|
346 |
|
91343d
|
347 |
result.setStartTime(startTime); |
潘 |
348 |
result.setEndTime(endTime); |
|
349 |
result.setCategories(categories); |
|
350 |
result.setLegend(legend); |
|
351 |
result.setDataView(dataView); |
328ef4
|
352 |
return result; |
潘 |
353 |
} |
|
354 |
|
b368e6
|
355 |
/** |
潘 |
356 |
* 获取真实值 |
|
357 |
* |
|
358 |
* @param pointId |
|
359 |
* @param startTime |
|
360 |
* @param endTime |
|
361 |
* @return |
|
362 |
*/ |
|
363 |
private List<Object[]> getHisData(String pointId, Date startTime, Date endTime) { |
|
364 |
List<Object[]> result = new ArrayList<>(); |
|
365 |
ApiPointDTO pointDTO = dataPointApi.getInfoById(pointId); |
|
366 |
ApiPointValueQueryDTO queryPointDto = new ApiPointValueQueryDTO(); |
|
367 |
queryPointDto.setPointNo(pointDTO.getPointNo()); |
|
368 |
queryPointDto.setStart(startTime); |
|
369 |
queryPointDto.setEnd(endTime); |
|
370 |
List<ApiPointValueDTO> valueDTOS = dataPointApi.queryPointHistoryValue(queryPointDto); |
|
371 |
if (CollectionUtils.isEmpty(valueDTOS)) { |
|
372 |
return result; |
|
373 |
} |
|
374 |
valueDTOS.forEach(item -> { |
|
375 |
Object[] values = new Object[2]; |
214275
|
376 |
values[0] = DateUtils.format(item.getT(), DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND); |
潘 |
377 |
values[1] = new BigDecimal(item.getV()).setScale(2, BigDecimal.ROUND_HALF_UP); |
b368e6
|
378 |
result.add(values); |
潘 |
379 |
}); |
|
380 |
return result; |
|
381 |
} |
|
382 |
|
977edc
|
383 |
/** |
潘 |
384 |
* 获取真实值 |
|
385 |
* |
|
386 |
* @param pointId |
|
387 |
* @param startTime |
|
388 |
* @param endTime |
|
389 |
* @param timeFormat |
|
390 |
* @return |
|
391 |
*/ |
|
392 |
private List<Object[]> getHisData(String pointId, Date startTime, Date endTime, String timeFormat) { |
|
393 |
List<Object[]> result = new ArrayList<>(); |
|
394 |
ApiPointDTO pointDTO = dataPointApi.getInfoById(pointId); |
|
395 |
ApiPointValueQueryDTO queryPointDto = new ApiPointValueQueryDTO(); |
|
396 |
queryPointDto.setPointNo(pointDTO.getPointNo()); |
|
397 |
queryPointDto.setStart(startTime); |
|
398 |
queryPointDto.setEnd(endTime); |
|
399 |
List<ApiPointValueDTO> valueDTOS = dataPointApi.queryPointHistoryValue(queryPointDto); |
|
400 |
if (CollectionUtils.isEmpty(valueDTOS)) { |
|
401 |
return result; |
|
402 |
} |
|
403 |
valueDTOS.forEach(item -> { |
|
404 |
Object[] values = new Object[2]; |
|
405 |
values[0] = DateUtils.format(item.getT(), timeFormat); |
|
406 |
values[1] = new BigDecimal(item.getV()).setScale(2, BigDecimal.ROUND_HALF_UP); |
|
407 |
result.add(values); |
|
408 |
}); |
|
409 |
return result; |
|
410 |
} |
|
411 |
|
b368e6
|
412 |
@Override |
潘 |
413 |
public Boolean createAlarmMessage(AlarmMessageRespDTO dto) { |
|
414 |
return true; |
|
415 |
} |
|
416 |
|
|
417 |
@Override |
|
418 |
public List<AlarmMessageRespDTO> listAlarmMessage(Map<String, Object> params) { |
|
419 |
return null; |
|
420 |
} |
|
421 |
|
|
422 |
@Override |
|
423 |
public Boolean createScheduleSuggest(ScheduleSuggestRespDTO dto) { |
|
424 |
return true; |
|
425 |
} |
|
426 |
|
|
427 |
@Override |
|
428 |
public List<ScheduleSuggestRespDTO> listScheduleSuggest(ScheduleSuggestReqDTO params) { |
|
429 |
return null; |
|
430 |
} |
|
431 |
|
|
432 |
@Override |
|
433 |
public Boolean modifyPredictModelSetting(List<PredictModelSettingReqDTO> dtos) { |
|
434 |
return true; |
|
435 |
} |
|
436 |
|
|
437 |
@Override |
|
438 |
public Boolean modifyScheduleModelSetting(List<ScheduleModelSettingReqDTO> dtos) { |
|
439 |
return true; |
|
440 |
} |
|
441 |
} |