dengzedong
2025-06-04 e7b38b57f3ef5446718272e1f4f26c1ad63e3126
建议快照逻辑调整
已修改11个文件
已重命名1个文件
694 ■■■■■ 文件已修改
iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mcs/dto/StSuggestSnapshotRecordRespVO.java 2 ●●● 补丁 | 查看 | 原始文档 | blame | 历史
iailab-module-model/iailab-module-model-biz/db/增量SQL/2025.sql 1 ●●●● 补丁 | 查看 | 原始文档 | blame | 历史
iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/api/McsApiImpl.java 141 ●●●●● 补丁 | 查看 | 原始文档 | blame | 历史
iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/api/controller/admin/McsApiController.java 6 ●●●●● 补丁 | 查看 | 原始文档 | blame | 历史
iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/service/MmItemResultService.java 4 ●●●● 补丁 | 查看 | 原始文档 | blame | 历史
iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/service/impl/MmItemResultServiceImpl.java 187 ●●●●● 补丁 | 查看 | 原始文档 | blame | 历史
iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/sche/controller/admin/StSuggestSnapshotRecordController.java 118 ●●●●● 补丁 | 查看 | 原始文档 | blame | 历史
iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/sche/service/StSuggestSnapshotRecordService.java 11 ●●●● 补丁 | 查看 | 原始文档 | blame | 历史
iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/sche/service/impl/StScheduleSuggestServiceImpl.java 6 ●●●●● 补丁 | 查看 | 原始文档 | blame | 历史
iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/sche/service/impl/StSuggestOperationRecordServiceImpl.java 40 ●●●●● 补丁 | 查看 | 原始文档 | blame | 历史
iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/sche/service/impl/StSuggestSnapshotRecordServiceImpl.java 176 ●●●●● 补丁 | 查看 | 原始文档 | blame | 历史
iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/sche/vo/StSuggestSnapshotConfMainRespVO.java 2 ●●● 补丁 | 查看 | 原始文档 | blame | 历史
iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mcs/dto/StSuggestSnapshotRecordRespVO.java
文件名从 iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/sche/vo/StSuggestSnapshotRecordRespVO.java 修改
@@ -1,4 +1,4 @@
package com.iailab.module.model.mcs.sche.vo;
package com.iailab.module.model.api.mcs.dto;
import com.fasterxml.jackson.annotation.JsonFormat;
import io.swagger.v3.oas.annotations.media.Schema;
iailab-module-model/iailab-module-model-biz/db/增量SQL/2025.sql
@@ -53,6 +53,7 @@
    `ext4`         varchar(50) COMMENT '拓展字段1',
    `ext5`         varchar(50) COMMENT '拓展字段1',
    PRIMARY KEY (`id`) USING BTREE,
    UNIQUE KEY `conf_id_data_name_unique` (`conf_id`,`data_name`),
    KEY            `idx_conf_id` (`conf_id`) USING BTREE
) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_0900_ai_ci ROW_FORMAT=DYNAMIC COMMENT='调度建议快照配置详情表';
iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/api/McsApiImpl.java
@@ -95,6 +95,9 @@
    private StScheduleSuggestService stScheduleSuggestService;
    @Autowired
    private StSuggestSnapshotRecordService stSuggestSnapshotRecordService;
    @Autowired
    private PlanItemApi planItemApi;
    @Autowired
@@ -129,8 +132,6 @@
    @Autowired
    private StSuggestOperationRecordService stSuggestOperationRecordService;
    private int HOUR_MINS = 60;
    @Override
    public List<PredictItemTreeDTO> getPredictItemTree() {
@@ -173,131 +174,7 @@
    @Override
    public PreDataBarLineRespVO getPreDataCharts(PreDataBarLineReqVO reqVO) {
        PreDataBarLineRespVO result = new PreDataBarLineRespVO();
        List<String> outIds = reqVO.getOutIds();
        List<String> legends = new ArrayList<>();
        List<PreDataViewRespDTO> dataViewList = new ArrayList<>();
        if (CollectionUtils.isEmpty(outIds)) {
            return result;
        }
        Date predictTime = reqVO.getPredictTime();
        if (predictTime == null) {
            MmItemOutputEntity output = null;
            for (String outId : outIds) {
                output = mmItemOutputService.getOutPutById(outId);
                if (output != null) {
                    break;
                }
            }
            ItemVO predictItem = mmPredictItemService.getItemById(output.getItemid());
            if (predictItem.getLastTime() != null) {
                predictTime = predictItem.getLastTime();
            } else {
                Calendar calendar = Calendar.getInstance();
                calendar.set(Calendar.MILLISECOND, 0);
                calendar.set(Calendar.SECOND, 0);
                predictTime = calendar.getTime();
            }
        }
        Date startTime = reqVO.getStartTime();
        if (startTime == null) {
            Calendar calendar = Calendar.getInstance();
            calendar.setTime(predictTime);
            calendar.add(Calendar.HOUR_OF_DAY, -1);
            startTime = calendar.getTime();
        }
        Date endTime = reqVO.getEndTime();
        if (endTime == null) {
            Calendar calendar = Calendar.getInstance();
            calendar.setTime(predictTime);
            calendar.add(Calendar.HOUR_OF_DAY, 1);
            calendar.add(Calendar.MINUTE, 1);
            endTime = calendar.getTime();
        }
        for (int i = 0; i < outIds.size(); i++) {
            PreDataViewRespDTO viewDto = new PreDataViewRespDTO();
            String outId = outIds.get(i);
            MmItemOutputEntity output = mmItemOutputService.getOutPutById(outId);
            if (output == null) {
                continue;
            }
            legends.add(output.getResultName());
            viewDto.setItemId(output.getItemid());
            viewDto.setOutId(outId);
            viewDto.setResultstr(output.getResultstr());
            viewDto.setResultName(output.getResultName());
            viewDto.setRealData(getHisData(output.getPointid(), startTime, endTime, reqVO.getPrec()));
            viewDto.setPreDataN(mmItemResultService.getData(output.getId(), startTime, endTime, DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND));
            viewDto.setPreDataL(mmItemResultLastPointService.getData(output.getId(), startTime, endTime, DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND));
            viewDto.setPreDataLOriginal(mmItemResultLastPointService.getData(output.getId(), startTime, endTime, DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND, DataTypeEnum.FLOAT_LAST_BAK));
            viewDto.setCurData(mmItemResultJsonService.getData(output.getId(), predictTime, DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND));
            // 模拟调整曲线
            viewDto.setAdjData(stAdjustResultService.getData(output.getId(), predictTime, DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND));
            List<Double> values = new ArrayList<>();
            if (!CollectionUtils.isEmpty(viewDto.getRealData())) {
                List<Double> hisValues = new ArrayList<>();
                viewDto.getRealData().forEach(item -> {
                    values.add(Double.parseDouble(item[1].toString()));
                    hisValues.add(Double.parseDouble(item[1].toString()));
                });
                viewDto.setHisMax(new BigDecimal(hisValues.stream().mapToDouble(Double::doubleValue).max().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
                viewDto.setHisMin(new BigDecimal(hisValues.stream().mapToDouble(Double::doubleValue).min().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
                viewDto.setHisAvg(new BigDecimal(hisValues.stream().mapToDouble(Double::doubleValue).average().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
                viewDto.setHisCumulant(new BigDecimal(hisValues.stream().mapToDouble(Double::doubleValue).sum())
                        .divide(new BigDecimal(HOUR_MINS), 2, BigDecimal.ROUND_HALF_UP));
            }
            if (!CollectionUtils.isEmpty(viewDto.getPreDataN())) {
                viewDto.getPreDataN().forEach(item -> {
                    values.add(Double.parseDouble(item[1].toString()));
                });
            }
            if (!CollectionUtils.isEmpty(viewDto.getPreDataL())) {
                List<Double> preValues = new ArrayList<>();
                viewDto.getPreDataL().forEach(item -> {
                    values.add(Double.parseDouble(item[1].toString()));
                    preValues.add(Double.parseDouble(item[1].toString()));
                });
                viewDto.setPreMax(new BigDecimal(preValues.stream().mapToDouble(Double::doubleValue).max().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
                viewDto.setPreMin(new BigDecimal(preValues.stream().mapToDouble(Double::doubleValue).min().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
                viewDto.setPreAvg(new BigDecimal(preValues.stream().mapToDouble(Double::doubleValue).average().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
            }
            if (!CollectionUtils.isEmpty(viewDto.getCurData())) {
                List<Double> preValues = new ArrayList<>();
                viewDto.getCurData().forEach(item -> {
                    values.add(Double.parseDouble(item[1].toString()));
                    preValues.add(Double.parseDouble(item[1].toString()));
                });
                viewDto.setPreCumulant(new BigDecimal(preValues.stream().mapToDouble(Double::doubleValue).sum())
                        .divide(new BigDecimal(HOUR_MINS), 2, BigDecimal.ROUND_HALF_UP));
            }
            if (!CollectionUtils.isEmpty(viewDto.getAdjData())) {
                viewDto.getAdjData().forEach(item -> {
                    values.add(Double.parseDouble(item[1].toString()));
                });
            }
            if (!CollectionUtils.isEmpty(values)) {
                viewDto.setMaxValue(new BigDecimal(values.stream().mapToDouble(Double::doubleValue).max().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
                viewDto.setMinValue(new BigDecimal(values.stream().mapToDouble(Double::doubleValue).min().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
            }
            //处理预测累计
            if (output.getIscumulant() == 1) {
                if (StringUtils.isNotBlank(output.getCumulpoint())) {
                    viewDto.setCumulantRealData(getHisData(output.getCumulpoint(), startTime, endTime, reqVO.getPrec()));
                }
                viewDto.setCumulantPreData(mmItemResultService.getData(output.getId() + CommonDict.CUMULANT_SUFFIX, startTime, endTime, DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND));
            }
            dataViewList.add(viewDto);
        }
        result.setStartTime(startTime);
        result.setEndTime(endTime);
        result.setPredictTime(predictTime);
        result.setCategories(DateUtils.getTimeScale(startTime, endTime, 60));
        result.setLegend(legends);
        result.setDataViewList(dataViewList);
        return result;
        return mmItemResultService.getPreDataCharts(reqVO);
    }
    @Override
@@ -725,7 +602,11 @@
    @Override
    public Boolean createScheduleSuggest(ScheduleSuggestRespDTO dto) {
        String suggestId = UUID.randomUUID().toString();
        dto.setId(suggestId);
        stScheduleSuggestService.create(ConvertUtils.sourceToTarget(dto, StScheduleSuggestSaveReqVO.class));
        // 根据建议产生快照
        stSuggestSnapshotRecordService.createSnapshotRecord(dto.getModelId(),dto.getScheduleObj(),dto.getScheduleTime(),suggestId);
        return true;
    }
@@ -1037,6 +918,12 @@
        stSuggestOperationRecordService.create(operationRecordVo);
        return true;
    }
    @Override
    public List<StSuggestSnapshotRecordRespVO> getSuggestSnapshotAllChartData(String suggestId) {
        return stSuggestSnapshotRecordService.getAllChartData(suggestId);
    }
    private Date[] calResultTime(ItemVO predictItem, Date startTimeReq, Date endTimeReq, int lengthLeft, int lengthRight) {
        Date[] result = new Date[3];
        Date predictTime = predictItem.getLastTime();
iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/api/controller/admin/McsApiController.java
@@ -353,4 +353,10 @@
        mcsApi.ignoreSuggest(reqVO);
        return success( true);
    }
    @GetMapping("/suggest/snapshot/getAllChartData")
    @Operation(summary = "根据建议id获取建议快照全部图表数据")
    public CommonResult<List<StSuggestSnapshotRecordRespVO>> getSuggestSnapshotAllChartData(@RequestParam("suggestId") String suggestId){
        return success( mcsApi.getSuggestSnapshotAllChartData(suggestId));
    }
}
iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/service/MmItemResultService.java
@@ -1,5 +1,7 @@
package com.iailab.module.model.mcs.pre.service;
import com.iailab.module.model.api.mcs.dto.PreDataBarLineReqVO;
import com.iailab.module.model.api.mcs.dto.PreDataBarLineRespVO;
import com.iailab.module.model.mdk.vo.DataValueVO;
import java.util.Date;
@@ -21,4 +23,6 @@
    List<Object[]> getData(String outputid, Date startTime, Date endTime, String timeFormat);
    List<Object[]> getData(String outputid, Date startTime, Date endTime, String timeFormat, int decimalPlaces);
    PreDataBarLineRespVO getPreDataCharts(PreDataBarLineReqVO reqVO);
}
iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/service/impl/MmItemResultServiceImpl.java
@@ -2,6 +2,14 @@
import com.alibaba.fastjson.JSONArray;
import com.iailab.framework.common.util.date.DateUtils;
import com.iailab.module.data.api.point.DataPointApi;
import com.iailab.module.data.api.point.dto.ApiPointDTO;
import com.iailab.module.data.api.point.dto.ApiPointValueDTO;
import com.iailab.module.data.api.point.dto.ApiPointValueQueryDTO;
import com.iailab.module.model.api.mcs.dto.PreDataBarLineReqVO;
import com.iailab.module.model.api.mcs.dto.PreDataBarLineRespVO;
import com.iailab.module.model.api.mcs.dto.PreDataViewRespDTO;
import com.iailab.module.model.common.enums.CommonDict;
import com.iailab.module.model.common.enums.DataTypeEnum;
import com.iailab.module.model.influxdb.pojo.InfluxModelResultLastBakSimPOJO;
import com.iailab.module.model.influxdb.pojo.InfluxModelResultLastSimPOJO;
@@ -9,10 +17,13 @@
import com.iailab.module.model.influxdb.pojo.InfluxModelResultSimPOJO;
import com.iailab.module.model.influxdb.service.InfluxDBService;
import com.iailab.module.model.influxdb.vo.InfluxModelResultVO;
import com.iailab.module.model.mcs.pre.entity.MmItemOutputEntity;
import com.iailab.module.model.mcs.pre.entity.MmItemResultJsonEntity;
import com.iailab.module.model.mcs.pre.service.MmItemResultJsonService;
import com.iailab.module.model.mcs.pre.service.MmItemResultService;
import com.iailab.module.model.mcs.pre.service.*;
import com.iailab.module.model.mcs.sche.service.StAdjustResultService;
import com.iailab.module.model.mdk.vo.DataValueVO;
import com.iailab.module.model.mdk.vo.ItemVO;
import org.apache.commons.lang3.StringUtils;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.stereotype.Service;
import org.springframework.util.CollectionUtils;
@@ -32,6 +43,19 @@
    private MmItemResultJsonService mmItemResultJsonService;
    @Autowired
    private InfluxDBService influxDBService;
    @Autowired
    private MmItemOutputService mmItemOutputService;
    @Autowired
    private MmPredictItemService mmPredictItemService;
    @Autowired
    private DataPointApi dataPointApi;
    @Autowired
    private MmItemResultService mmItemResultService;
    @Autowired
    private StAdjustResultService stAdjustResultService;
    @Autowired
    private MmItemResultLastPointService mmItemResultLastPointService;
    private int HOUR_MINS = 60;
    @Override
    public void savePredictValue(Map<String, List<DataValueVO>> predictValueMap, int t, String nIndex, Date predictTime) {
@@ -163,4 +187,163 @@
        });
        return result;
    }
    @Override
    public PreDataBarLineRespVO getPreDataCharts(PreDataBarLineReqVO reqVO) {
        PreDataBarLineRespVO result = new PreDataBarLineRespVO();
        List<String> outIds = reqVO.getOutIds();
        List<String> legends = new ArrayList<>();
        List<PreDataViewRespDTO> dataViewList = new ArrayList<>();
        if (CollectionUtils.isEmpty(outIds)) {
            return result;
        }
        Date predictTime = reqVO.getPredictTime();
        if (predictTime == null) {
            MmItemOutputEntity output = null;
            for (String outId : outIds) {
                output = mmItemOutputService.getOutPutById(outId);
                if (output != null) {
                    break;
                }
            }
            ItemVO predictItem = mmPredictItemService.getItemById(output.getItemid());
            if (predictItem.getLastTime() != null) {
                predictTime = predictItem.getLastTime();
            } else {
                Calendar calendar = Calendar.getInstance();
                calendar.set(Calendar.MILLISECOND, 0);
                calendar.set(Calendar.SECOND, 0);
                predictTime = calendar.getTime();
            }
        }
        Date startTime = reqVO.getStartTime();
        if (startTime == null) {
            Calendar calendar = Calendar.getInstance();
            calendar.setTime(predictTime);
            calendar.add(Calendar.HOUR_OF_DAY, -1);
            startTime = calendar.getTime();
        }
        Date endTime = reqVO.getEndTime();
        if (endTime == null) {
            Calendar calendar = Calendar.getInstance();
            calendar.setTime(predictTime);
            calendar.add(Calendar.HOUR_OF_DAY, 1);
            calendar.add(Calendar.MINUTE, 1);
            endTime = calendar.getTime();
        }
        for (int i = 0; i < outIds.size(); i++) {
            PreDataViewRespDTO viewDto = new PreDataViewRespDTO();
            String outId = outIds.get(i);
            MmItemOutputEntity output = mmItemOutputService.getOutPutById(outId);
            if (output == null) {
                continue;
            }
            legends.add(output.getResultName());
            viewDto.setItemId(output.getItemid());
            viewDto.setOutId(outId);
            viewDto.setResultstr(output.getResultstr());
            viewDto.setResultName(output.getResultName());
            viewDto.setRealData(getHisData(output.getPointid(), startTime, endTime, reqVO.getPrec()));
            viewDto.setPreDataN(mmItemResultService.getData(output.getId(), startTime, endTime, DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND));
            viewDto.setPreDataL(mmItemResultLastPointService.getData(output.getId(), startTime, endTime, DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND));
            viewDto.setPreDataLOriginal(mmItemResultLastPointService.getData(output.getId(), startTime, endTime, DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND, DataTypeEnum.FLOAT_LAST_BAK));
            viewDto.setCurData(mmItemResultJsonService.getData(output.getId(), predictTime, DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND));
            // 模拟调整曲线
            viewDto.setAdjData(stAdjustResultService.getData(output.getId(), predictTime, DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND));
            List<Double> values = new ArrayList<>();
            if (!CollectionUtils.isEmpty(viewDto.getRealData())) {
                List<Double> hisValues = new ArrayList<>();
                viewDto.getRealData().forEach(item -> {
                    values.add(Double.parseDouble(item[1].toString()));
                    hisValues.add(Double.parseDouble(item[1].toString()));
                });
                viewDto.setHisMax(new BigDecimal(hisValues.stream().mapToDouble(Double::doubleValue).max().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
                viewDto.setHisMin(new BigDecimal(hisValues.stream().mapToDouble(Double::doubleValue).min().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
                viewDto.setHisAvg(new BigDecimal(hisValues.stream().mapToDouble(Double::doubleValue).average().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
                viewDto.setHisCumulant(new BigDecimal(hisValues.stream().mapToDouble(Double::doubleValue).sum())
                        .divide(new BigDecimal(HOUR_MINS), 2, BigDecimal.ROUND_HALF_UP));
            }
            if (!CollectionUtils.isEmpty(viewDto.getPreDataN())) {
                viewDto.getPreDataN().forEach(item -> {
                    values.add(Double.parseDouble(item[1].toString()));
                });
            }
            if (!CollectionUtils.isEmpty(viewDto.getPreDataL())) {
                List<Double> preValues = new ArrayList<>();
                viewDto.getPreDataL().forEach(item -> {
                    values.add(Double.parseDouble(item[1].toString()));
                    preValues.add(Double.parseDouble(item[1].toString()));
                });
                viewDto.setPreMax(new BigDecimal(preValues.stream().mapToDouble(Double::doubleValue).max().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
                viewDto.setPreMin(new BigDecimal(preValues.stream().mapToDouble(Double::doubleValue).min().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
                viewDto.setPreAvg(new BigDecimal(preValues.stream().mapToDouble(Double::doubleValue).average().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
            }
            if (!CollectionUtils.isEmpty(viewDto.getCurData())) {
                List<Double> preValues = new ArrayList<>();
                viewDto.getCurData().forEach(item -> {
                    values.add(Double.parseDouble(item[1].toString()));
                    preValues.add(Double.parseDouble(item[1].toString()));
                });
                viewDto.setPreCumulant(new BigDecimal(preValues.stream().mapToDouble(Double::doubleValue).sum())
                        .divide(new BigDecimal(HOUR_MINS), 2, BigDecimal.ROUND_HALF_UP));
            }
            if (!CollectionUtils.isEmpty(viewDto.getAdjData())) {
                viewDto.getAdjData().forEach(item -> {
                    values.add(Double.parseDouble(item[1].toString()));
                });
            }
            if (!CollectionUtils.isEmpty(values)) {
                viewDto.setMaxValue(new BigDecimal(values.stream().mapToDouble(Double::doubleValue).max().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
                viewDto.setMinValue(new BigDecimal(values.stream().mapToDouble(Double::doubleValue).min().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
            }
            //处理预测累计
            if (output.getIscumulant() == 1) {
                if (StringUtils.isNotBlank(output.getCumulpoint())) {
                    viewDto.setCumulantRealData(getHisData(output.getCumulpoint(), startTime, endTime, reqVO.getPrec()));
                }
                viewDto.setCumulantPreData(mmItemResultService.getData(output.getId() + CommonDict.CUMULANT_SUFFIX, startTime, endTime, DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND));
            }
            dataViewList.add(viewDto);
        }
        result.setStartTime(startTime);
        result.setEndTime(endTime);
        result.setPredictTime(predictTime);
        result.setCategories(DateUtils.getTimeScale(startTime, endTime, 60));
        result.setLegend(legends);
        result.setDataViewList(dataViewList);
        return result;
    }
    private List<Object[]> getHisData(String pointId, Date startTime, Date endTime, Integer prec) {
        List<Object[]> result = new ArrayList<>();
        if (StringUtils.isBlank(pointId)) {
            return result;
        }
        ApiPointDTO pointDTO = dataPointApi.getInfoById(pointId);
        ApiPointValueQueryDTO queryPointDto = new ApiPointValueQueryDTO();
        queryPointDto.setPointNo(pointDTO.getPointNo());
        queryPointDto.setStart(startTime);
        queryPointDto.setEnd(endTime);
        List<ApiPointValueDTO> valueDTOS = dataPointApi.queryPointHistoryValue(queryPointDto);
        if (CollectionUtils.isEmpty(valueDTOS)) {
            return result;
        }
        int defaultPrec = 3;
        valueDTOS.forEach(item -> {
            Object[] values = new Object[2];
            values[0] = DateUtils.format(item.getT(), DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND);
            if (prec != null && prec < 0) {
                values[1] = item.getV();
            } else if (prec != null && prec > 0) {
                values[1] = new BigDecimal(item.getV()).setScale(prec, BigDecimal.ROUND_HALF_UP);
            } else {
                values[1] = new BigDecimal(item.getV()).setScale(defaultPrec, BigDecimal.ROUND_HALF_UP);
            }
            result.add(values);
        });
        return result;
    }
}
iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/sche/controller/admin/StSuggestSnapshotRecordController.java
@@ -1,35 +1,16 @@
package com.iailab.module.model.mcs.sche.controller.admin;
import com.iailab.framework.common.pojo.CommonResult;
import com.iailab.module.data.api.ind.IndItemApi;
import com.iailab.module.data.api.ind.dto.ApiIndItemQueryDTO;
import com.iailab.module.data.api.ind.dto.ApiIndItemValueDTO;
import com.iailab.module.data.api.plan.PlanItemApi;
import com.iailab.module.data.api.point.DataPointApi;
import com.iailab.module.data.api.point.dto.ApiPointValueDTO;
import com.iailab.module.data.api.point.dto.ApiPointValueQueryDTO;
import com.iailab.module.data.common.ApiDataQueryDTO;
import com.iailab.module.data.common.ApiDataValueDTO;
import com.iailab.module.model.api.mcs.McsApi;
import com.iailab.module.model.api.mcs.dto.PreDataBarLineReqVO;
import com.iailab.module.model.api.mcs.dto.PreDataBarLineRespVO;
import com.iailab.module.model.common.enums.DataCategoryEnum;
import com.iailab.module.model.common.utils.DateUtils;
import com.iailab.module.model.mcs.sche.service.StSuggestSnapshotRecordService;
import com.iailab.module.model.mcs.sche.vo.StSuggestSnapshotRecordRespVO;
import com.mysql.cj.util.TimeUtil;
import com.iailab.module.model.api.mcs.dto.StSuggestSnapshotRecordRespVO;
import io.swagger.v3.oas.annotations.Parameter;
import io.swagger.v3.oas.annotations.tags.Tag;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.web.bind.annotation.*;
import java.text.DateFormat;
import java.util.ArrayList;
import java.util.Date;
import java.util.List;
import static com.iailab.framework.common.pojo.CommonResult.success;
import static com.iailab.module.model.common.utils.DateUtils.DATE_TIME_PATTERN;
/**
 * @author Jay
@@ -42,102 +23,19 @@
    @Autowired
    private StSuggestSnapshotRecordService stSuggestSnapshotRecordService;
    @Autowired
    private DataPointApi dataPointApi;
    @Autowired
    private IndItemApi indItemApi;
    @Autowired
    private PlanItemApi planItemApi;
    @Autowired
    private McsApi mcsApi;
    @GetMapping("/list")
    @Parameter(name = "operationId", description = "操作id", required = true, example = "1024")
    public CommonResult<List<StSuggestSnapshotRecordRespVO>> getListByOperationId(@RequestParam("operationId") String operationId) {
        return success(stSuggestSnapshotRecordService.getListByOperationId(operationId));
    public CommonResult<List<StSuggestSnapshotRecordRespVO>> getListByOperationId(@RequestParam("suggestId") String suggestId) {
        return success(stSuggestSnapshotRecordService.getListBySuggestId(suggestId));
    }
    @PostMapping("/getChartData")
    public CommonResult<List<StSuggestSnapshotRecordRespVO>> getChartData(@RequestBody List<StSuggestSnapshotRecordRespVO> reqList){
        reqList.forEach(item -> {
            List<Object[]> dataList = new ArrayList<>();
            if(DataCategoryEnum.DATAPOINT.getCode().equals(item.getDataType())){
                ApiPointValueQueryDTO queryDTO = new ApiPointValueQueryDTO();
                queryDTO.setPointNo(item.getDataNo());
                queryDTO.setStart(item.getStartTime());
                queryDTO.setEnd(item.getEndTime());
                List<ApiPointValueDTO> valueList = dataPointApi.queryPointHistoryValue(queryDTO);
                if (valueList != null && !valueList.isEmpty()){
                    for (ApiPointValueDTO apiPointValueDTO : valueList) {
                        Object[] data = new Object[2];
                        data[0] = DateUtils.format(new Date(String.valueOf(apiPointValueDTO.getT())), DATE_TIME_PATTERN);
                        data[1] = apiPointValueDTO.getV();
                        dataList.add(data);
                    }
                }
            } else if (DataCategoryEnum.IND.getCode().equals(item.getDataType())) {
                ApiIndItemQueryDTO queryDTO = new ApiIndItemQueryDTO();
                queryDTO.setItemNo(item.getDataNo());
                queryDTO.setStart(item.getStartTime());
                queryDTO.setEnd(item.getEndTime());
                List<ApiIndItemValueDTO> valueList = indItemApi.queryIndItemHistoryValue(queryDTO);
                if (valueList != null && !valueList.isEmpty()){
                    for (ApiIndItemValueDTO apiIndItemValueDTO : valueList) {
                        Object[] data = new Object[2];
                        data[0] = DateUtils.format(new Date(apiIndItemValueDTO.getDataTime()), DATE_TIME_PATTERN);
                        data[1] = apiIndItemValueDTO.getDataValue();
                        dataList.add(data);
                    }
                }
            } else if (DataCategoryEnum.PLAN.getCode().equals(item.getDataType())) {
                ApiDataQueryDTO queryDTO = new ApiDataQueryDTO();
                queryDTO.setItemNo(item.getDataNo());
                queryDTO.setStart(item.getStartTime());
                queryDTO.setEnd(item.getEndTime());
                List<ApiDataValueDTO> valueList = planItemApi.queryPlanItemHistoryValue(queryDTO);
                if (valueList != null && !valueList.isEmpty()){
                    for (ApiDataValueDTO apiDataValueDTO : valueList) {
                        Object[] data = new Object[2];
                        data[0] = DateUtils.format(apiDataValueDTO.getDataTime(), DATE_TIME_PATTERN);
                        data[1] = apiDataValueDTO.getDataValue();
                        dataList.add(data);
                    }
                }
            } else if (DataCategoryEnum.PREDICT_ITEM_N.getCode().equals(item.getDataType())) {
                dataList = getPreDataList(item, "N");
            }else if (DataCategoryEnum.PREDICT_ITEM_L.getCode().equals(item.getDataType())) {
                dataList = getPreDataList(item, "L");
            }else if (DataCategoryEnum.PREDICT_ITEM_C.getCode().equals(item.getDataType())) {
                dataList = getPreDataList(item, "C");
            }
            item.setDataList(dataList);
        });
        return success(reqList);
        return success(stSuggestSnapshotRecordService.getChartData(reqList));
    }
    private List<Object[]> getPreDataList(StSuggestSnapshotRecordRespVO resVo, String type){
        List<Object[]> dataList = new ArrayList<>();
        PreDataBarLineReqVO reqVO  = new PreDataBarLineReqVO();
        List<String> outIds = new ArrayList<>();
        outIds.add(resVo.getDataNo());
        reqVO.setOutIds(outIds);
        reqVO.setStartTime(resVo.getStartTime());
        reqVO.setEndTime(resVo.getEndTime());
        PreDataBarLineRespVO result = mcsApi.getPreDataCharts(reqVO);
        if (result == null || result.getDataViewList() == null || result.getDataViewList().isEmpty()){
            return dataList;
        }
        if ("N".equals(type) && result.getDataViewList().get(0).getPreDataN()!=null){
            dataList = result.getDataViewList().get(0).getPreDataN();
        }else if ("L".equals(type) && result.getDataViewList().get(0).getPreDataL()!=null){
            dataList = result.getDataViewList().get(0).getPreDataL();
        }else if ("C".equals(type) && result.getDataViewList().get(0).getCurData()!=null){
            dataList = result.getDataViewList().get(0).getCurData();
        }
        return dataList;
    @GetMapping("/getAllChartData")
    public CommonResult<List<StSuggestSnapshotRecordRespVO>> getAllChartData(@RequestParam("suggestId") String suggestId){
        return success(stSuggestSnapshotRecordService.getAllChartData(suggestId));
    }
}
iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/sche/service/StSuggestSnapshotRecordService.java
@@ -2,9 +2,10 @@
import com.iailab.framework.common.service.BaseService;
import com.iailab.module.model.mcs.sche.entity.StSuggestSnapshotRecordEntity;
import com.iailab.module.model.mcs.sche.vo.StSuggestSnapshotRecordRespVO;
import com.iailab.module.model.api.mcs.dto.StSuggestSnapshotRecordRespVO;
import com.iailab.module.model.mcs.sche.vo.StSuggestSnapshotRecordSaveReqVO;
import java.util.Date;
import java.util.List;
/**
@@ -18,5 +19,11 @@
    void delete(String id);
    List<StSuggestSnapshotRecordRespVO> getListByOperationId(String operationId);
    List<StSuggestSnapshotRecordRespVO> getListBySuggestId(String suggestId);
    void createSnapshotRecord(String modelId, String scheduleObj, Date scheduleTime, String suggestId);
    List<StSuggestSnapshotRecordRespVO> getChartData(List<StSuggestSnapshotRecordRespVO> reqList);
    List<StSuggestSnapshotRecordRespVO> getAllChartData(String suggestId);
}
iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/sche/service/impl/StScheduleSuggestServiceImpl.java
@@ -18,7 +18,10 @@
import org.springframework.stereotype.Service;
import org.springframework.util.CollectionUtils;
import java.util.*;
import java.util.ArrayList;
import java.util.Date;
import java.util.List;
import java.util.Map;
/**
 * @author PanZhibao
@@ -37,7 +40,6 @@
    @Override
    public void create(StScheduleSuggestSaveReqVO createReqVO) {
        StScheduleSuggestEntity entity = BeanUtils.toBean(createReqVO, StScheduleSuggestEntity.class);
        entity.setId(UUID.randomUUID().toString());
        entity.setStatus(ScheduleSuggestStatusEnum.S0.getCode());
        baseDao.insert(entity);
    }
iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/sche/service/impl/StSuggestOperationRecordServiceImpl.java
@@ -28,15 +28,6 @@
public class StSuggestOperationRecordServiceImpl extends BaseServiceImpl<StSuggestOperationRecordDao, StSuggestOperationRecordEntity>
        implements StSuggestOperationRecordService {
    @Autowired
    private StSuggestSnapshotConfMainService stSuggestSnapshotConfMainService;
    @Autowired
    private StSuggestSnapshotConfDetService stSuggestSnapshotConfDetService;
    @Autowired
    private StSuggestSnapshotRecordService stSuggestSnapshotRecordService;
    @Override
    public PageResult<StSuggestOperationRecordEntity> page(StSuggestOperationRecordPageReqVO reqVO) {
        return baseDao.selectPage(reqVO);
@@ -48,37 +39,6 @@
        entity.setId(UUID.randomUUID().toString());
        entity.setHandleTime(new Date());
        baseDao.insert(entity);
        if (!"采纳建议".equals(reqVo.getOperate())){
            return;
        }
        //获取调度建议快照配置表信息
        StSuggestSnapshotConfMainRespVO confMain = stSuggestSnapshotConfMainService.getByModelIdAndScheduleObj(reqVo.getModelId(), reqVo.getScheduleObj());
        if (confMain == null) {
            return;
        }
        List<StSuggestSnapshotConfDetRespVO> confDetList = stSuggestSnapshotConfDetService.getByConfId(confMain.getId());
        if (CollectionUtils.isAnyEmpty(confDetList)) {
            return;
        }
        confDetList.forEach(confDet -> {
            StSuggestSnapshotRecordSaveReqVO snapshotRecordSaveReqVO = new StSuggestSnapshotRecordSaveReqVO();
            snapshotRecordSaveReqVO.setSuggestId(reqVo.getSuggestId());
            snapshotRecordSaveReqVO.setModelId(entity.getModelId());
            snapshotRecordSaveReqVO.setOperationId(entity.getId());
            snapshotRecordSaveReqVO.setDataNo(confDet.getDataNo());
            snapshotRecordSaveReqVO.setDataType(confDet.getDataType());
            snapshotRecordSaveReqVO.setDataName(confDet.getDataName());
            snapshotRecordSaveReqVO.setScheduleTime(entity.getScheduleTime());
            //计算开始时间,开始时间为当前调度时间减去快照配置表配置的左侧时间长度
            LocalDateTime localStartDateTime =  entity.getScheduleTime().toInstant().atZone(ZoneId.systemDefault()).toLocalDateTime().minusMinutes(confDet.getLeftLength() ==  null ? 60 : confDet.getLeftLength());
            Date startTime = Date.from(localStartDateTime.atZone(ZoneId.systemDefault()).toInstant());
            snapshotRecordSaveReqVO.setStartTime(startTime);
            //计算结束时间,结束时间为当前调度时间加上快照配置表配置的右侧时间长度
            LocalDateTime localEndDateTime =  entity.getScheduleTime().toInstant().atZone(ZoneId.systemDefault()).toLocalDateTime().plusMinutes(confDet.getRightLength() ==  null ? 60 : confDet.getLeftLength());
            Date endTime = Date.from(localEndDateTime.atZone(ZoneId.systemDefault()).toInstant());
            snapshotRecordSaveReqVO.setEndTime(endTime);
            stSuggestSnapshotRecordService.create(snapshotRecordSaveReqVO);
        });
    }
}
iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/sche/service/impl/StSuggestSnapshotRecordServiceImpl.java
@@ -4,16 +4,42 @@
import com.iailab.framework.common.service.impl.BaseServiceImpl;
import com.iailab.framework.common.util.object.BeanUtils;
import com.iailab.framework.common.util.object.ConvertUtils;
import com.iailab.module.data.api.ind.IndItemApi;
import com.iailab.module.data.api.ind.dto.ApiIndItemQueryDTO;
import com.iailab.module.data.api.ind.dto.ApiIndItemValueDTO;
import com.iailab.module.data.api.plan.PlanItemApi;
import com.iailab.module.data.api.point.DataPointApi;
import com.iailab.module.data.api.point.dto.ApiPointValueDTO;
import com.iailab.module.data.api.point.dto.ApiPointValueQueryDTO;
import com.iailab.module.data.common.ApiDataQueryDTO;
import com.iailab.module.data.common.ApiDataValueDTO;
import com.iailab.module.model.api.mcs.dto.PreDataBarLineReqVO;
import com.iailab.module.model.api.mcs.dto.PreDataBarLineRespVO;
import com.iailab.module.model.api.mcs.dto.StSuggestSnapshotRecordRespVO;
import com.iailab.module.model.common.enums.DataCategoryEnum;
import com.iailab.module.model.common.utils.DateUtils;
import com.iailab.module.model.mcs.pre.service.MmItemResultService;
import com.iailab.module.model.mcs.sche.dao.StSuggestSnapshotRecordDao;
import com.iailab.module.model.mcs.sche.entity.StSuggestSnapshotRecordEntity;
import com.iailab.module.model.mcs.sche.service.StSuggestSnapshotConfDetService;
import com.iailab.module.model.mcs.sche.service.StSuggestSnapshotConfMainService;
import com.iailab.module.model.mcs.sche.service.StSuggestSnapshotRecordService;
import com.iailab.module.model.mcs.sche.vo.StSuggestSnapshotRecordRespVO;
import com.iailab.module.model.mcs.sche.vo.StSuggestSnapshotConfDetRespVO;
import com.iailab.module.model.mcs.sche.vo.StSuggestSnapshotConfMainRespVO;
import com.iailab.module.model.mcs.sche.vo.StSuggestSnapshotRecordSaveReqVO;
import org.apache.commons.lang3.StringUtils;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.stereotype.Service;
import org.springframework.util.CollectionUtils;
import java.time.LocalDateTime;
import java.time.ZoneId;
import java.util.ArrayList;
import java.util.Date;
import java.util.List;
import java.util.UUID;
import static com.iailab.module.model.common.utils.DateUtils.DATE_TIME_PATTERN;
/**
@@ -22,10 +48,25 @@
@Service
public class StSuggestSnapshotRecordServiceImpl extends BaseServiceImpl<StSuggestSnapshotRecordDao, StSuggestSnapshotRecordEntity>
        implements StSuggestSnapshotRecordService {
    @Autowired
    private DataPointApi dataPointApi;
    @Autowired
    private IndItemApi indItemApi;
    @Autowired
    private PlanItemApi planItemApi;
    @Autowired
    private MmItemResultService mmItemResultService;
    @Autowired
    private StSuggestSnapshotRecordService StSuggestSnapshotRecordService;
    private StSuggestSnapshotConfMainService stSuggestSnapshotConfMainService;
    @Autowired
    private StSuggestSnapshotConfDetService stSuggestSnapshotConfDetService;
    @Override
    @DSTransactional(rollbackFor = Exception.class)
@@ -49,7 +90,134 @@
    }
    @Override
    public List<StSuggestSnapshotRecordRespVO> getListByOperationId(String operationId) {
        return ConvertUtils.sourceToTarget(baseDao.selectList("operation_id",  operationId), StSuggestSnapshotRecordRespVO.class);
    public List<StSuggestSnapshotRecordRespVO> getListBySuggestId(String suggestId) {
        return ConvertUtils.sourceToTarget(baseDao.selectList("suggest_id",  suggestId), StSuggestSnapshotRecordRespVO.class);
    }
    @Override
    public void createSnapshotRecord(String modelId, String scheduleObj,Date scheduleTime, String suggestId) {
        if (StringUtils.isBlank(modelId) || StringUtils.isBlank(scheduleObj) || StringUtils.isBlank(suggestId)) {
            log.error("生成快照失败,参数错误!modelId:" + modelId + ",scheduleObj:" + scheduleObj + ",suggestId:" + suggestId);
            return;
        }
        //获取调度建议快照配置表信息
        StSuggestSnapshotConfMainRespVO confMain = stSuggestSnapshotConfMainService.getByModelIdAndScheduleObj(modelId, scheduleObj);
        if (confMain == null) {
            log.error("生成快照失败,confMain is null!modelId:" + modelId + ",scheduleObj:" + scheduleObj);
            return;
        }
        List<StSuggestSnapshotConfDetRespVO> confDetList = stSuggestSnapshotConfDetService.getByConfId(confMain.getId());
        if (CollectionUtils.isEmpty(confDetList)) {
            log.error("生成快照失败,confDetList is empty!modelId:" + modelId + ",scheduleObj:" + scheduleObj);
            return;
        }
        confDetList.forEach(confDet -> {
            StSuggestSnapshotRecordSaveReqVO snapshotRecordSaveReqVO = new StSuggestSnapshotRecordSaveReqVO();
            snapshotRecordSaveReqVO.setSuggestId(suggestId);
            snapshotRecordSaveReqVO.setModelId(modelId);
            snapshotRecordSaveReqVO.setDataNo(confDet.getDataNo());
            snapshotRecordSaveReqVO.setDataType(confDet.getDataType());
            snapshotRecordSaveReqVO.setDataName(confDet.getDataName());
            snapshotRecordSaveReqVO.setScheduleTime(scheduleTime);
            //计算开始时间,开始时间为当前调度时间减去快照配置表配置的左侧时间长度
            LocalDateTime localStartDateTime =  scheduleTime.toInstant().atZone(ZoneId.systemDefault()).toLocalDateTime().minusMinutes(confDet.getLeftLength() ==  null ? 60 : confDet.getLeftLength());
            Date startTime = Date.from(localStartDateTime.atZone(ZoneId.systemDefault()).toInstant());
            snapshotRecordSaveReqVO.setStartTime(startTime);
            //计算结束时间,结束时间为当前调度时间加上快照配置表配置的右侧时间长度
            LocalDateTime localEndDateTime =  scheduleTime.toInstant().atZone(ZoneId.systemDefault()).toLocalDateTime().plusMinutes(confDet.getRightLength() ==  null ? 60 : confDet.getLeftLength());
            Date endTime = Date.from(localEndDateTime.atZone(ZoneId.systemDefault()).toInstant());
            snapshotRecordSaveReqVO.setEndTime(endTime);
            this.create(snapshotRecordSaveReqVO);
        });
    }
    @Override
    public List<StSuggestSnapshotRecordRespVO> getChartData(List<StSuggestSnapshotRecordRespVO> reqList) {
        reqList.forEach(item -> {
            List<Object[]> dataList = new ArrayList<>();
            if(DataCategoryEnum.DATAPOINT.getCode().equals(item.getDataType())){
                ApiPointValueQueryDTO queryDTO = new ApiPointValueQueryDTO();
                queryDTO.setPointNo(item.getDataNo());
                queryDTO.setStart(item.getStartTime());
                queryDTO.setEnd(item.getEndTime());
                List<ApiPointValueDTO> valueList = dataPointApi.queryPointHistoryValue(queryDTO);
                if (valueList != null && !valueList.isEmpty()){
                    for (ApiPointValueDTO apiPointValueDTO : valueList) {
                        Object[] data = new Object[2];
                        data[0] = DateUtils.format(new Date(String.valueOf(apiPointValueDTO.getT())), DATE_TIME_PATTERN);
                        data[1] = apiPointValueDTO.getV();
                        dataList.add(data);
                    }
                }
            } else if (DataCategoryEnum.IND.getCode().equals(item.getDataType())) {
                ApiIndItemQueryDTO queryDTO = new ApiIndItemQueryDTO();
                queryDTO.setItemNo(item.getDataNo());
                queryDTO.setStart(item.getStartTime());
                queryDTO.setEnd(item.getEndTime());
                List<ApiIndItemValueDTO> valueList = indItemApi.queryIndItemHistoryValue(queryDTO);
                if (valueList != null && !valueList.isEmpty()){
                    for (ApiIndItemValueDTO apiIndItemValueDTO : valueList) {
                        Object[] data = new Object[2];
                        data[0] = DateUtils.format(new Date(apiIndItemValueDTO.getDataTime()), DATE_TIME_PATTERN);
                        data[1] = apiIndItemValueDTO.getDataValue();
                        dataList.add(data);
                    }
                }
            } else if (DataCategoryEnum.PLAN.getCode().equals(item.getDataType())) {
                ApiDataQueryDTO queryDTO = new ApiDataQueryDTO();
                queryDTO.setItemNo(item.getDataNo());
                queryDTO.setStart(item.getStartTime());
                queryDTO.setEnd(item.getEndTime());
                List<ApiDataValueDTO> valueList = planItemApi.queryPlanItemHistoryValue(queryDTO);
                if (valueList != null && !valueList.isEmpty()){
                    for (ApiDataValueDTO apiDataValueDTO : valueList) {
                        Object[] data = new Object[2];
                        data[0] = DateUtils.format(apiDataValueDTO.getDataTime(), DATE_TIME_PATTERN);
                        data[1] = apiDataValueDTO.getDataValue();
                        dataList.add(data);
                    }
                }
            } else if (DataCategoryEnum.PREDICT_ITEM_N.getCode().equals(item.getDataType())) {
                dataList = getPreDataList(item, "N");
            }else if (DataCategoryEnum.PREDICT_ITEM_L.getCode().equals(item.getDataType())) {
                dataList = getPreDataList(item, "L");
            }else if (DataCategoryEnum.PREDICT_ITEM_C.getCode().equals(item.getDataType())) {
                dataList = getPreDataList(item, "C");
            }
            item.setDataList(dataList);
        });
        return reqList;
    }
    @Override
    public List<StSuggestSnapshotRecordRespVO> getAllChartData(String suggestId) {
        List<StSuggestSnapshotRecordRespVO> records = this.getListBySuggestId(suggestId);
        if (CollectionUtils.isEmpty(records)) {
            return new ArrayList<>();
        }
        return this.getChartData(records);
    }
    private List<Object[]> getPreDataList(StSuggestSnapshotRecordRespVO resVo, String type){
        List<Object[]> dataList = new ArrayList<>();
        PreDataBarLineReqVO reqVO  = new PreDataBarLineReqVO();
        List<String> outIds = new ArrayList<>();
        outIds.add(resVo.getDataNo());
        reqVO.setOutIds(outIds);
        reqVO.setStartTime(resVo.getStartTime());
        reqVO.setEndTime(resVo.getEndTime());
        PreDataBarLineRespVO result = mmItemResultService.getPreDataCharts(reqVO);
        if (result == null || result.getDataViewList() == null || result.getDataViewList().isEmpty()){
            return dataList;
        }
        if ("N".equals(type) && result.getDataViewList().get(0).getPreDataN()!=null){
            dataList = result.getDataViewList().get(0).getPreDataN();
        }else if ("L".equals(type) && result.getDataViewList().get(0).getPreDataL()!=null){
            dataList = result.getDataViewList().get(0).getPreDataL();
        }else if ("C".equals(type) && result.getDataViewList().get(0).getCurData()!=null){
            dataList = result.getDataViewList().get(0).getCurData();
        }
        return dataList;
    }
}
iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/sche/vo/StSuggestSnapshotConfMainRespVO.java
@@ -23,7 +23,7 @@
    @Schema(description = "模型ID")
    private String modelId;
    @Schema(description = "模型ID")
    @Schema(description = "模型名称")
    private String modelName;
    @Schema(description = "调整对象")