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.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.mcs.pre.vo.MmPredictItemRespVO;
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import com.iailab.module.model.mdk.vo.ItemVO;
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import lombok.extern.slf4j.Slf4j;
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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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/**
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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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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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Map<String, Object> params = new HashMap<>(2);
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params.put("status", 1);
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params.put("moduleid", item.getId());
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List<MmPredictItemRespVO> itemList = mmPredictItemService.list(params);
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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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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[]> queryIds = reqVO.getQueryIds();
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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(reqVO.getQueryIds())) {
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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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DmModuleEntity dmModule = dmModuleService.getModuleByItemId(queryIds.get(0)[0]);
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if (dmModule != null) {
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predictTime = dmModule.getPredicttime();
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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 < queryIds.size(); i++) {
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PreDataViewRespDTO viewDto = new PreDataViewRespDTO();
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String itemId = queryIds.get(i)[0];
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String outKey = queryIds.get(i)[1];
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MmItemOutputEntity output = mmItemOutputService.getByItemid(itemId, outKey);
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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.setRealData(getHisData(output.getPointid(), startTime, endTime));
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viewDto.setPreDataN(mmItemResultService.getData(output.getId(), startTime, endTime));
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viewDto.setPreDataL(mmItemResultLastPointService.getData(output.getId(), startTime, endTime));
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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.setLastTime(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.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(predictItem.getLastTime());
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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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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));
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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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/**
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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.getDataTime(), DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND);
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values[1] = item.getDataValue();
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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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}
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