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.framework.common.util.object.ConvertUtils;
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import com.iailab.module.data.api.plan.PlanItemApi;
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import com.iailab.module.data.api.plan.dto.ApiPlanDataDTO;
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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.data.common.ApiDataQueryDTO;
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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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@Autowired
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private PlanItemApi planItemApi;
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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.getResultName());
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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.getResultName());
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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.setResultName(output.getResultName());
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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.getResultName());
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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.getResultName(), 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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Date[] timeArray = calResultTime(predictItem, reqVO.getStartTime(), reqVO.getEndTime(), lengthLeft, lengthRight);
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Date predictTime = timeArray[0];
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Date startTime = timeArray[1];
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Date endTime = timeArray[2];
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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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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));
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}
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result.setPredictTime(predictTime);
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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.setDataView(dataView);
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return result;
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}
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@Override
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public PlanDataSingleChartRespVO getPlanDataSingleChart(PreDataSingleChartReqVO reqVO) {
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PlanDataSingleChartRespVO result = new PlanDataSingleChartRespVO();
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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 planItemStr = chartParams.get(CommonConstant.PLAN_ITEM_LIST);
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if (planItemStr == null) {
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return result;
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}
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List<String> planItemCodeList = Arrays.asList(planItemStr.split(","));
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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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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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Date[] timeArray = calResultTime(predictItem, reqVO.getStartTime(), reqVO.getEndTime(), lengthLeft, lengthRight);
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Date predictTime = timeArray[0];
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Date startTime = timeArray[1];
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Date endTime = timeArray[2];
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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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LinkedHashMap<String, List<PlanDataRecordDTO>> record = new LinkedHashMap<>();
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ApiDataQueryDTO queryDTO = new ApiDataQueryDTO();
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queryDTO.setItemNos(planItemCodeList);
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queryDTO.setStart(startTime);
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queryDTO.setEnd(endTime);
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LinkedHashMap<String, List<ApiPlanDataDTO>> planData = planItemApi.queryPlanItemRecordValue(queryDTO);
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if (CollectionUtils.isEmpty(planData)) {
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planData.forEach((key, value) -> {
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record.put(key, ConvertUtils.sourceToTarget(value, PlanDataRecordDTO.class));
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});
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}
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result.setPredictTime(predictTime);
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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.setRecord(record);
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return result;
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}
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/**
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* 获取真实值
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*
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* @param pointId
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* @param startTime
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* @param endTime
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* @return
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*/
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private List<Object[]> getHisData(String pointId, Date startTime, Date endTime) {
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List<Object[]> result = new ArrayList<>();
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ApiPointDTO pointDTO = dataPointApi.getInfoById(pointId);
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ApiPointValueQueryDTO queryPointDto = new ApiPointValueQueryDTO();
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queryPointDto.setPointNo(pointDTO.getPointNo());
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queryPointDto.setStart(startTime);
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queryPointDto.setEnd(endTime);
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List<ApiPointValueDTO> valueDTOS = dataPointApi.queryPointHistoryValue(queryPointDto);
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if (CollectionUtils.isEmpty(valueDTOS)) {
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return result;
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}
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valueDTOS.forEach(item -> {
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Object[] values = new Object[2];
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values[0] = DateUtils.format(item.getT(), DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND);
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values[1] = new BigDecimal(item.getV()).setScale(2, BigDecimal.ROUND_HALF_UP);
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result.add(values);
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});
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return result;
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}
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/**
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* 获取真实值
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*
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* @param pointId
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* @param startTime
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* @param endTime
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* @param timeFormat
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* @return
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*/
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private List<Object[]> getHisData(String pointId, Date startTime, Date endTime, String timeFormat) {
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List<Object[]> result = new ArrayList<>();
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ApiPointDTO pointDTO = dataPointApi.getInfoById(pointId);
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ApiPointValueQueryDTO queryPointDto = new ApiPointValueQueryDTO();
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queryPointDto.setPointNo(pointDTO.getPointNo());
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queryPointDto.setStart(startTime);
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queryPointDto.setEnd(endTime);
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List<ApiPointValueDTO> valueDTOS = dataPointApi.queryPointHistoryValue(queryPointDto);
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if (CollectionUtils.isEmpty(valueDTOS)) {
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return result;
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}
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valueDTOS.forEach(item -> {
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Object[] values = new Object[2];
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values[0] = DateUtils.format(item.getT(), timeFormat);
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values[1] = new BigDecimal(item.getV()).setScale(2, BigDecimal.ROUND_HALF_UP);
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result.add(values);
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});
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return result;
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}
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@Override
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public Boolean createAlarmMessage(AlarmMessageRespDTO dto) {
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return true;
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}
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@Override
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public List<AlarmMessageRespDTO> listAlarmMessage(Map<String, Object> params) {
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return null;
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}
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@Override
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public Boolean createScheduleSuggest(ScheduleSuggestRespDTO dto) {
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return true;
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}
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@Override
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public List<ScheduleSuggestRespDTO> listScheduleSuggest(ScheduleSuggestReqDTO params) {
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return null;
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}
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@Override
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public Boolean modifyPredictModelSetting(List<PredictModelSettingReqDTO> dtos) {
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return true;
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}
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@Override
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public Boolean modifyScheduleModelSetting(List<ScheduleModelSettingReqDTO> dtos) {
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return true;
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}
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private Date[] calResultTime(ItemVO predictItem, Date startTimeReq, Date endTimeReq, int lengthLeft, int lengthRight) {
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Date[] result = new Date[3];
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Date predictTime = predictItem.getLastTime();
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Date startTime = startTimeReq;
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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 = endTimeReq;
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if (endTime == null) {
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Calendar calendar = Calendar.getInstance();
|
calendar.setTime(predictItem.getLastTime());
|
calendar.add(Calendar.MINUTE, lengthRight);
|
endTime = calendar.getTime();
|
}
|
if (endTime.getTime() <= startTime.getTime()) {
|
Calendar calendar = Calendar.getInstance();
|
calendar.setTime(startTime);
|
calendar.add(Calendar.MINUTE, lengthRight);
|
endTime = calendar.getTime();
|
}
|
result[0] = predictTime;
|
result[1] = startTime;
|
result[2] = endTime;
|
return result;
|
}
|
}
|
