定时任务修改

 ansteel-biz/src/main/java/com/iailab/module/ansteel/coking/service/CokingTraceChartService.java

@@ -2,6 +2,7 @@

import com.iailab.module.ansteel.coking.entity.CokingTraceChartEntity;

import java.util.Date;
import java.util.List;
import java.util.Map;

@@ -16,4 +17,6 @@

    void save(CokingTraceChartEntity cokingTraceChartEntity);
    void insert(List<CokingTraceChartEntity> list);

    void save(String relId, String clock, String indType, Date startDate, Date endDate);
}

 ansteel-biz/src/main/java/com/iailab/module/ansteel/coking/service/CokingTraceIndService.java

@@ -15,4 +15,6 @@
    List<CokingTraceIndEntity> list(Map<String, Object> params);

    void save(List<CokingTraceIndEntity> entityList);

    void saveTraceInd(String relId, String indType,String clock);
}

 ansteel-biz/src/main/java/com/iailab/module/ansteel/coking/service/impl/CokingTraceChartServiceImpl.java

@@ -3,13 +3,14 @@
import com.baomidou.mybatisplus.core.conditions.query.QueryWrapper;
import com.iailab.module.ansteel.coking.dao.CokingTraceChartDao;
import com.iailab.module.ansteel.coking.entity.CokingTraceChartEntity;
import com.iailab.module.ansteel.coking.entity.CokingTraceConfEntity;
import com.iailab.module.ansteel.coking.service.CokingTraceChartService;
import com.iailab.module.ansteel.coking.service.CokingTraceConfService;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.stereotype.Service;
import org.springframework.util.CollectionUtils;

import java.util.Collections;
import java.util.List;
import java.util.Map;
import java.util.*;

/**
 * 焦化工序异常溯源折线图
@@ -22,6 +23,9 @@

    @Autowired
    private CokingTraceChartDao cokingTraceChartDao;

    @Autowired
    private CokingTraceConfService cokingTraceConfService;

    @Override
    public List<CokingTraceChartEntity> list(Map<String, Object> params) {
@@ -40,4 +44,31 @@
    public void insert(List<CokingTraceChartEntity> list) {
        cokingTraceChartDao.insert(list);
    }

    @Override
    public void save(String relId, String clock, String indType, Date startDate, Date endDate) {
        // 查询需要保存chart的配置
        Map<String, Object> map = new HashMap<>();
        map.put("indType", indType);
        map.put("ext1", "chart");
        List<CokingTraceConfEntity> list = cokingTraceConfService.list(map);
        if (CollectionUtils.isEmpty(list)) {
            return;
        }

        List<CokingTraceChartEntity> entityList = new ArrayList<>();
        list.forEach(value -> {
            CokingTraceChartEntity cokingTraceChartEntity = new CokingTraceChartEntity();
            cokingTraceChartEntity.setRelId(relId);
            cokingTraceChartEntity.setName(value.toString());
            cokingTraceChartEntity.setClock(clock);
            cokingTraceChartEntity.setDataType(value.getDataType());
            cokingTraceChartEntity.setDataNo(value.getPointNo());
            cokingTraceChartEntity.setStartTime(startDate);
            cokingTraceChartEntity.setEndTime(endDate);
            cokingTraceChartEntity.setCreateDate(new Date());
            entityList.add(cokingTraceChartEntity);
        });
        cokingTraceChartDao.insert(entityList);
    }
}

 ansteel-biz/src/main/java/com/iailab/module/ansteel/coking/service/impl/CokingTraceIndServiceImpl.java

@@ -2,11 +2,22 @@

import com.baomidou.mybatisplus.core.conditions.query.QueryWrapper;
import com.iailab.module.ansteel.coking.dao.CokingTraceIndDao;
import com.iailab.module.ansteel.coking.entity.CokingTraceConfEntity;
import com.iailab.module.ansteel.coking.entity.CokingTraceIndEntity;
import com.iailab.module.ansteel.coking.service.CokingTraceConfService;
import com.iailab.module.ansteel.coking.service.CokingTraceIndService;
import com.iailab.module.ansteel.common.enums.ProcessConfDataTypeEnum;
import com.iailab.module.data.api.ind.IndItemApi;
import com.iailab.module.data.api.ind.dto.ApiIndItemValueDTO;
import com.iailab.module.data.api.point.DataPointApi;
import org.apache.commons.lang3.StringUtils;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.stereotype.Service;
import org.springframework.util.CollectionUtils;

import javax.annotation.Resource;
import java.util.ArrayList;
import java.util.HashMap;
import java.util.List;
import java.util.Map;

@@ -21,6 +32,15 @@
    @Resource
    private CokingTraceIndDao cokingTraceIndDao;

    @Autowired
    private CokingTraceConfService cokingTraceConfService;

    @Autowired
    private DataPointApi dataPointApi;

    @Autowired
    private IndItemApi indItemApi;

    @Override
    public List<CokingTraceIndEntity> list(Map<String, Object> params) {
        String relId = (String) params.get("relId");
@@ -34,4 +54,50 @@
    public void save(List<CokingTraceIndEntity> entityList) {
        cokingTraceIndDao.insert(entityList);
    }

    @Override
    public void saveTraceInd(String relId, String indType, String clock) {
        Map<String, Object> map = new HashMap<>();
        map.put("indType", indType);
        List<CokingTraceConfEntity> list = cokingTraceConfService.list(map);
        if (CollectionUtils.isEmpty(list)) {
            return;
        }
        List<CokingTraceIndEntity> cokingTraceIndEntities = new ArrayList<>();
        for (CokingTraceConfEntity conf : list) {
            if (StringUtils.isBlank(conf.getDataType())) {
                continue;
            }
            if (StringUtils.isBlank(conf.getPointNo())) {
                continue;
            }
            String value = "";
            switch (ProcessConfDataTypeEnum.getEumByCode(conf.getDataType())) {
                case DATAPOINT:
                    List<String> points = new ArrayList<>();
                    points.add(conf.getPointNo());
                    Map<String, Object> pointsRealValue = dataPointApi.queryPointsRealValue(points);
                    value = pointsRealValue.get(conf.getPointNo()).toString();
                    break;
                case IND:
                    List<ApiIndItemValueDTO> indValues = indItemApi.queryIndItemDefaultValue(conf.getPointNo());
                    if (!CollectionUtils.isEmpty(indValues)) {
                        value = indValues.get(indValues.size() - 1).getDataValue().toString();
                    }
                    break;
                default:
                    break;
            }
            CokingTraceIndEntity cokingTraceIndEntity = new CokingTraceIndEntity();
            cokingTraceIndEntity.setRelId(relId);
            cokingTraceIndEntity.setTitle(conf.getIndType());
            cokingTraceIndEntity.setClock(clock);
            cokingTraceIndEntity.setIndCode(conf.getIndCode());
            cokingTraceIndEntity.setIndName(conf.getIndName());
            cokingTraceIndEntity.setIndValue(value);
            cokingTraceIndEntity.setIndUnit(conf.getIndUnit());
            cokingTraceIndEntities.add(cokingTraceIndEntity);
        }
        cokingTraceIndDao.insert(cokingTraceIndEntities);
    }
}

 ansteel-biz/src/main/java/com/iailab/module/ansteel/coking/service/impl/CokingTraceReportServiceImpl.java

@@ -7,6 +7,7 @@
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.stereotype.Service;

import java.util.Date;
import java.util.List;
import java.util.Map;
import java.util.UUID;
@@ -45,6 +46,7 @@
        entity.setAnalyClass(analyClass);
        entity.setClock(clock);
        entity.setAnalyContent(analyContent);
        entity.setCreateDate(new Date());
        cokingTraceReportDao.insert(entity);



 ansteel-biz/src/main/java/com/iailab/module/ansteel/job/task/RunCokingTraceModelBMTask.java

@@ -4,12 +4,12 @@
import com.alibaba.fastjson.JSONArray;
import com.alibaba.fastjson.JSONObject;
import com.iailab.framework.common.util.date.DateUtils;
import com.iailab.module.ansteel.coking.entity.*;
import com.iailab.module.ansteel.coking.entity.CokingAnalyIndEntity;
import com.iailab.module.ansteel.coking.entity.CokingTraceDeviationEntity;
import com.iailab.module.ansteel.coking.entity.CokingTraceSuggestEntity;
import com.iailab.module.ansteel.coking.service.*;
import com.iailab.module.ansteel.common.constant.CommonConstant;
import com.iailab.module.ansteel.common.enums.ProcessConfDataTypeEnum;
import com.iailab.module.data.api.ind.IndItemApi;
import com.iailab.module.data.api.ind.dto.ApiIndItemValueDTO;
import com.iailab.module.data.api.point.DataPointApi;
import com.iailab.module.model.api.mcs.McsApi;
import com.iailab.module.model.api.mcs.dto.ChartParamDTO;
@@ -19,7 +19,6 @@
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.stereotype.Component;
import org.springframework.transaction.annotation.Transactional;
import org.springframework.util.CollectionUtils;

import java.util.*;
import java.util.stream.Collectors;
@@ -83,7 +82,7 @@
        put("F0000101008", "备煤耗电");
    }};

    private static final String jsonStr = "{\n" +
    private static final String jsonStr = "{\n" + "    " +
            "    \"result\": {\n" +
            "      \"coalPrepElec\":[1600.8,1613.5],     \n" +
            "      \"coalPrepElecIndex\":[[0.8,0.73],[723,608],[1782,1782],[752,743],[729,783]],\n" +
@@ -95,9 +94,7 @@
            "\"coalPrepElecHomePage\":[[50,42],[10,10]],\n" +
            "\"coalHomeIndex\":[[90.4,90.2],[80.3,78],[103,100],[280,270]],\n" +
            "\"coalIndexInfo\":\"2月18日甲班：备煤耗电异常\",\n" +
            "\"coalErr\":\"2月18日粉碎机耗电数据异常（无数据）\"\n" +
            "    }" +
            "}";
            "\"coalErr\":\"2月18日粉碎机耗电数据异常（无数据）\"\n" + "    }" + "}";

    @Override
    public void run(String params) {
@@ -151,19 +148,19 @@
            String relId = cokingTraceReportService.save(process, reportName, analyDate, analyClass, clock, analyContent);

            // 保存一级分析指标
            this.saveAnalyInd(relId, process, analyDate, analyClass, analyContent);
            saveAnalyInd(relId, process, analyDate, analyClass, analyContent);

            // 保存优化建议
            this.saveTraceSuggest(relId, process, clock, result);
            saveTraceSuggest(relId, process, clock, result);

            // 保存偏差值
            this.saveTraceDeviation(relId, process, clock, result);
            saveTraceDeviation(relId, process, clock, result);

            // 保存溯源指标
            this.saveTraceInd(relId, result);
            cokingTraceIndService.saveTraceInd(relId, indType, clock);

            // 保存溯源折线图
            this.saveTraceChart(relId, clock, startDate, endDate);
            cokingTraceChartService.save(relId, clock, indType, startDate, endDate);

        } catch (Exception ex) {
            logger.error("RunCokingTraceModelBMTask运行异常");
@@ -177,6 +174,7 @@
        String coalTotal = result.get("coalPrepElecTotal1").toString();
        if (StringUtils.isBlank(coalTotal)) {
            logger.info("coalPrepElecTotal1 is null");
            return;
        }
        CokingTraceSuggestEntity suggestEntity = new CokingTraceSuggestEntity();
        suggestEntity.setRelId(relId);
@@ -218,6 +216,7 @@
    public void saveAnalyInd(String relId, String process, String analyDate, String analyClass, String analyContent) {
        if (StringUtils.isBlank(analyContent)) {
            logger.info("analyContent is null");
            return;
        }
        String[] analyContentArr = analyContent.split(";");
        List<CokingAnalyIndEntity> entityList = new ArrayList<>();
@@ -232,79 +231,5 @@
            entityList.add(analyIndEntity);
        }
        cokingAnalyIndService.save(entityList);
    }

    public void saveTraceInd(String relId, JSONObject result) {
        Map<String, Object> map = new HashMap<>();
        map.put("indType", indType);
        List<CokingTraceConfEntity> list = cokingTraceConfService.list(map);
        if (CollectionUtils.isEmpty(list)) {
            logger.info("ConfLis is Empty");
            return;
        }
        List<CokingTraceIndEntity> entityList = new ArrayList<>();
        for (CokingTraceConfEntity conf : list) {
            if (StringUtils.isBlank(conf.getDataType())) {
                logger.info("DataType is Empty");
                continue;
            }
            if (StringUtils.isBlank(conf.getPointNo())) {
                logger.info("PointNo is Empty");
                continue;
            }
            String value = "";
            switch (ProcessConfDataTypeEnum.getEumByCode(conf.getDataType())) {
                case DATAPOINT:
                    List<String> points = new ArrayList<>();
                    points.add(conf.getPointNo());
                    Map<String, Object> pointsRealValue = dataPointApi.queryPointsRealValue(points);
                    value = pointsRealValue.get(conf.getPointNo()).toString();
                    break;
                case IND:
                    List<ApiIndItemValueDTO> indValues = indItemApi.queryIndItemDefaultValue(conf.getPointNo());
                    if (!CollectionUtils.isEmpty(indValues)) {
                        value = indValues.get(indValues.size() - 1).getDataValue().toString();
                    }
                    break;
                default:
                    break;
            }
            CokingTraceIndEntity cokingTraceIndEntity = new CokingTraceIndEntity();
            cokingTraceIndEntity.setRelId(relId);
            cokingTraceIndEntity.setTitle(conf.getIndType());
            cokingTraceIndEntity.setClock(relId);
            cokingTraceIndEntity.setIndCode(conf.getIndCode());
            cokingTraceIndEntity.setIndName(conf.getIndName());
            cokingTraceIndEntity.setIndValue(value);
            cokingTraceIndEntity.setIndUnit(conf.getIndUnit());
            entityList.add(cokingTraceIndEntity);
        }
        cokingTraceIndService.save(entityList);
    }

    public void saveTraceChart(String relId, String clock, Date startDate, Date endDate) {
        // 查询需要保存chart的配置
        Map<String, Object> map = new HashMap<>();
        map.put("indType", indType);
        map.put("ext1", "chart");
        List<CokingTraceConfEntity> list = cokingTraceConfService.list(map);
        if (CollectionUtils.isEmpty(list)) {
            logger.info("TraceChartConfLis is Empty");
        }

        List<CokingTraceChartEntity> entityList = new ArrayList<>();
        list.forEach(value -> {
            CokingTraceChartEntity cokingTraceChartEntity = new CokingTraceChartEntity();
            cokingTraceChartEntity.setRelId(relId);
            cokingTraceChartEntity.setName(value.toString());
            cokingTraceChartEntity.setClock(clock);
            cokingTraceChartEntity.setDataType(value.getDataType());
            cokingTraceChartEntity.setDataNo(value.getPointNo());
            cokingTraceChartEntity.setStartTime(startDate);
            cokingTraceChartEntity.setEndTime(endDate);
            cokingTraceChartEntity.setCreateDate(new Date());
            entityList.add(cokingTraceChartEntity);
        });
        cokingTraceChartService.insert(entityList);
    }
}

 ansteel-biz/src/main/java/com/iailab/module/ansteel/job/task/RunCokingTraceModelGXJTask.java

@@ -4,12 +4,12 @@
import com.alibaba.fastjson.JSONArray;
import com.alibaba.fastjson.JSONObject;
import com.iailab.framework.common.util.date.DateUtils;
import com.iailab.module.ansteel.coking.entity.*;
import com.iailab.module.ansteel.coking.entity.CokingAnalyIndEntity;
import com.iailab.module.ansteel.coking.entity.CokingTraceDeviationEntity;
import com.iailab.module.ansteel.coking.entity.CokingTraceSuggestEntity;
import com.iailab.module.ansteel.coking.service.*;
import com.iailab.module.ansteel.common.constant.CommonConstant;
import com.iailab.module.ansteel.common.enums.ProcessConfDataTypeEnum;
import com.iailab.module.data.api.ind.IndItemApi;
import com.iailab.module.data.api.ind.dto.ApiIndItemValueDTO;
import com.iailab.module.data.api.point.DataPointApi;
import com.iailab.module.model.api.mcs.McsApi;
import com.iailab.module.model.api.mcs.dto.ChartParamDTO;
@@ -18,7 +18,7 @@
import org.slf4j.LoggerFactory;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.stereotype.Component;
import org.springframework.util.CollectionUtils;
import org.springframework.transaction.annotation.Transactional;

import java.util.*;
import java.util.stream.Collectors;
@@ -62,6 +62,11 @@
    @Autowired
    private IndItemApi indItemApi;

    private final static String process = "干熄焦工序";

    private final static String reportName = "干熄焦工序异常溯源";

    private final static String indType = "干熄焦工序异常溯源";
    private static final HashMap<String, Object> steamFirstColoumMap = new HashMap<String, Object>() {{
        put("steamFirstColoum0", "一级指标-偏差值");
        put("steamFirstColoum1", "二级指标-偏差值");
@@ -136,24 +141,33 @@
                clock = DateUtils.format(startDate).concat("-").concat("B");
                analyClass = "丙班";
            }
            Map<String, Object> tMap = new HashMap<>();
            tMap.put("relId", UUID.randomUUID().toString());
            tMap.put("process", "干熄焦工序");
            tMap.put("reportName", "锅炉蒸汽产量");
            tMap.put("analyDate", DateUtils.format(startDate));
            tMap.put("analyClass", analyClass);
            tMap.put("clock", clock);
            tMap.put("analyContent", "干熄焦产蒸汽量异常");

            // 调用模型
            JSONObject jsonObject= JSONObject.parseObject(jsonStr);
            JSONObject result = (JSONObject)JSON.toJSON(jsonObject.get("result"));
            if(!Objects.isNull(result)){
                saveTraceReport(tMap,result);
                saveTraceSuggest(tMap,result);
                saveTraceDeviation(tMap,result);
                saveAnalyInd(tMap,result);
                saveTraceInd(tMap,result);

            if (Objects.isNull(result)) {
                logger.info("模型结果为空");
                return;
            }

            // 保存报告
            String analyDate = DateUtils.format(startDate);
            String analyContent = result.getString("coalIndexInfo");
            String relId = cokingTraceReportService.save(process, reportName, analyDate, analyClass, clock, analyContent);

            // 保存一级分析指标
            saveAnalyInd(relId, process, analyDate, analyClass, analyContent);

            // 保存优化建议
            saveTraceSuggest(relId, process, clock, result);

            // 保存偏差值
            saveTraceDeviation(relId, process, clock, result);

            // 保存溯源指标
            cokingTraceIndService.saveTraceInd(relId, indType, clock);

        } catch (Exception ex) {
            logger.error("RunCokingTraceModelGXJTask运行异常");
            ex.printStackTrace();
@@ -162,29 +176,16 @@

    }

    public void saveTraceReport(Map<String, Object> tMap,JSONObject result) {
        CokingTraceReportEntity reportEntity = new CokingTraceReportEntity();
        reportEntity.setId(tMap.get("relId").toString());
        reportEntity.setProcess(tMap.get("process").toString());
        reportEntity.setReportName(tMap.get("reportName").toString());
        reportEntity.setAnalyDate(tMap.get("analyDate").toString());
        reportEntity.setAnalyClass(tMap.get("analyClass").toString());
        reportEntity.setClock(tMap.get("clock").toString());
        reportEntity.setAnalyContent(tMap.get("analyContent").toString());
        reportEntity.setCreateDate(new Date());
        cokingTraceReportService.save(reportEntity);
    }

    public void saveTraceSuggest(Map<String, Object> tMap,JSONObject result) {
    public void saveTraceSuggest(String relId, String process, String clock, JSONObject result) {
        List<CokingTraceSuggestEntity> entityList = new ArrayList<>();
        for(int i=1;i<=2;i++){
            String steamTotal = result.get("steamTotal"+i).toString();
            if(StringUtils.isNotBlank(steamTotal)){
                CokingTraceSuggestEntity suggestEntity = new CokingTraceSuggestEntity();
                suggestEntity.setRelId(tMap.get("relId").toString());
                suggestEntity.setProcess(tMap.get("process").toString());
                suggestEntity.setRelId(relId);
                suggestEntity.setProcess(process);
                suggestEntity.setSugObj(i+"#");
                suggestEntity.setClock(tMap.get("clock").toString());
                suggestEntity.setClock(clock);
                suggestEntity.setContent(steamTotal);
                suggestEntity.setCreateDate(new Date());
                entityList.add(suggestEntity);
@@ -193,7 +194,8 @@
        cokingTraceSuggestService.insert(entityList);
    }

    public void saveTraceDeviation(Map<String, Object> tMap,JSONObject result) {
    @Transactional
    public void saveTraceDeviation(String relId, String process, String clock, JSONObject result) {
        List<ChartParamDTO> list = mcsApi.getChartParamList(CommonConstant.STEAM_INDEX_CHARTCODE);
        Map<String, String> steamIndexMaps = list.stream().collect(Collectors.toMap(ChartParamDTO::getParamCode, e -> e.getParamName()));
        for(int i=0;i<=5;i++){
@@ -204,9 +206,9 @@
                for (int j = 0; j < responseArr.size(); j++) {
                    JSONArray element = JSON.parseArray(responseArr.get(j).toString());
                    CokingTraceDeviationEntity deviationEntity = new CokingTraceDeviationEntity();
                    deviationEntity.setRelId(tMap.get("relId").toString());
                    deviationEntity.setProcess(tMap.get("process").toString());
                    deviationEntity.setClock(tMap.get("clock").toString());
                    deviationEntity.setRelId(relId);
                    deviationEntity.setProcess(process);
                    deviationEntity.setClock(clock);
                    deviationEntity.setSugObj("1#");
                    deviationEntity.setGroupName(steamFirstColoumMap.get("steamFirstColoum"+i).toString());
                    deviationEntity.setIndName(steamIndexMaps.get(element.get(0).toString()));
@@ -225,9 +227,9 @@
                for (int j = 0; j < responseArr.size(); j++) {
                    JSONArray element = JSON.parseArray(responseArr.get(j).toString());
                    CokingTraceDeviationEntity deviationEntity = new CokingTraceDeviationEntity();
                    deviationEntity.setRelId(tMap.get("relId").toString());
                    deviationEntity.setProcess(tMap.get("process").toString());
                    deviationEntity.setClock(tMap.get("clock").toString());
                    deviationEntity.setRelId(relId);
                    deviationEntity.setProcess(process);
                    deviationEntity.setClock(clock);
                    deviationEntity.setSugObj("2#");
                    deviationEntity.setGroupName(steamSecondColoumMap.get("steamSecondColoum" + i).toString());
                    deviationEntity.setIndName(steamIndexMaps.get(element.get(0).toString()));
@@ -241,68 +243,23 @@

    }

    public void saveAnalyInd(Map<String, Object> tMap,JSONObject result) {
        String[] analyContent = tMap.get("analyContent").toString().split(";");
    public void saveAnalyInd(String relId, String process, String analyDate, String analyClass, String analyContent) {
        if (StringUtils.isBlank(analyContent)) {
            logger.info("analyContent is null");
            return;
        }
        String[] analyContentArr = analyContent.split(";");
        List<CokingAnalyIndEntity> entityList = new ArrayList<>();
        for(int i=0;i<analyContent.length;i++){
        for(int i=0;i<analyContentArr.length;i++){
            CokingAnalyIndEntity analyIndEntity = new CokingAnalyIndEntity();
            analyIndEntity.setRelId(tMap.get("relId").toString());
            analyIndEntity.setAnalyType(tMap.get("process").toString());
            analyIndEntity.setAnalyDate(tMap.get("analyDate").toString());
            analyIndEntity.setAnalyClass(tMap.get("analyClass").toString());
            analyIndEntity.setAnalyContent(analyContent[i]);
            analyIndEntity.setRelId(relId);
            analyIndEntity.setAnalyType(process);
            analyIndEntity.setAnalyDate(analyDate);
            analyIndEntity.setAnalyClass(analyClass);
            analyIndEntity.setAnalyContent(analyContentArr[i]);
            analyIndEntity.setSort(i+1);
            entityList.add(analyIndEntity);
        }
        cokingAnalyIndService.save(entityList);
    }

    public void saveTraceInd(Map<String, Object> tMap,JSONObject result) {
        Map<String,Object> map = new HashMap<>();
        map.put("indType","干熄焦工序异常溯源");
        List<CokingTraceConfEntity> list = cokingTraceConfService.list(map);
        if (CollectionUtils.isEmpty(list)) {
            logger.info("ConfLis is Empty");
            return;
        }
        List<CokingTraceIndEntity> entityList = new ArrayList<>();
        for (CokingTraceConfEntity conf : list) {
            if (StringUtils.isBlank(conf.getDataType())) {
                logger.info("DataType is Empty");
                continue;
            }
            if (StringUtils.isBlank(conf.getPointNo())) {
                logger.info("PointNo is Empty");
                continue;
            }
            String value = "";
            switch (ProcessConfDataTypeEnum.getEumByCode(conf.getDataType())) {
                case DATAPOINT:
                    List<String> points = new ArrayList<>();
                    points.add(conf.getPointNo());
                    Map<String, Object> pointsRealValue = dataPointApi.queryPointsRealValue(points);
                    value = pointsRealValue.get(conf.getPointNo()).toString();
                    break;
                case IND:
                    List<ApiIndItemValueDTO> indValues = indItemApi.queryIndItemDefaultValue(conf.getPointNo());
                    if (!CollectionUtils.isEmpty(indValues)) {
                        value = indValues.get(indValues.size() - 1).getDataValue().toString();
                    }
                    break;
                default:
                    break;

            }
            CokingTraceIndEntity cokingTraceIndEntity = new CokingTraceIndEntity();
            cokingTraceIndEntity.setRelId(tMap.get("relId").toString());
            cokingTraceIndEntity.setTitle(conf.getIndType());
            cokingTraceIndEntity.setClock(tMap.get("clock").toString());
            cokingTraceIndEntity.setIndCode(conf.getIndCode());
            cokingTraceIndEntity.setIndName(conf.getIndName());
            cokingTraceIndEntity.setIndValue(value);
            cokingTraceIndEntity.setIndUnit(conf.getIndUnit());
            entityList.add(cokingTraceIndEntity);
        }
        cokingTraceIndService.save(entityList);
    }
}

 ansteel-biz/src/main/java/com/iailab/module/ansteel/job/task/RunCokingTraceModelHCTask.java

@@ -18,6 +18,7 @@
import org.slf4j.LoggerFactory;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.stereotype.Component;
import org.springframework.transaction.annotation.Transactional;
import org.springframework.util.CollectionUtils;

import java.util.*;
@@ -50,19 +51,18 @@
    private CokingTraceIndService cokingTraceIndService;

    @Autowired
    private CokingTraceConfService cokingTraceConfService;

    @Autowired
    private CokingTraceChartService cokingTraceChartService;

    @Autowired
    private McsApi mcsApi;

    @Autowired
    private DataPointApi dataPointApi;
    private final static String process = "化产工序";

    @Autowired
    private IndItemApi indItemApi;
    private final static String reportName = "化产工序异常溯源";

    private final static String SugObj = "HC";

    private final static String indType = "化产工序异常溯源";

    private static final HashMap<String, Object> chemProdColoumMap = new HashMap<String, Object>() {{
        put("chemProdFirstColoum0", "一级指标-偏差值");
@@ -82,15 +82,12 @@
            "      \"chemProdSteam\":[[33836,33925]],  \n" +
            "      \"chemProdIndex\":[[352,355],[68,66.3],[82.5,87.6],[50.7,56.5],[73.5,73.1]],\n" +
            "      \"chemProdTotal\":\"蒸汽消耗量异常，当前值1342，经模型计算，指标1异常，当前值1342，建议调整指标1至区间[90,110],指标2异常，当前值1342，建议调整指标2至区间[50,80]\",\n" +
            "      \"chemProdFirstColoum0\":[[0,42]],\n" +
            "      \"chemProdFirstColoum1\":[[5,1342],[7,1342],[9,1342]],\n" +
            "\"chemProdFirstColoum0\":[[0,42]],\n" + "      \"chemProdFirstColoum1\":[[5,1342],[7,1342],[9,1342]],\n" +
            "      \"chemProdFirstColoum2\":[[5,10,1342],[5,16,1342],[7,18,1342]],\n" +
            "      \"chemProdHomePage\":[[9,1342],[9,1342]],\n" +
            "      \"chemProdHomeIndex\":[[90.4,90.2],[80.3,78],[103,100],[280,270]],\n" +
            "      \"chemProdHomeIndexInfo\":\"2月18日甲班：化产蒸汽消耗量异常\",\n" +
            "      \"chemProdHomeErr\":\"2月18日化产蒸汽消耗量数据异常（无数据）\"\n" +
            "    }" +
            "}";
            "\"chemProdHomeErr\":\"2月18日化产蒸汽消耗量数据异常（无数据）\"\n" +  " }" + "}";

    @Override
    public void run(String params) {
@@ -128,27 +125,36 @@
                clock = DateUtils.format(startDate).concat("-").concat("B");
                analyClass = "丙班";
            }
            Map<String, Object> tMap = new HashMap<>();
            tMap.put("relId", UUID.randomUUID().toString());
            tMap.put("process", "化产工序");
            tMap.put("reportName", "化产工序");
            tMap.put("analyDate", DateUtils.format(startDate));
            tMap.put("analyClass", analyClass);
            tMap.put("clock", clock);
            tMap.put("analyContent", "化产蒸汽消耗量异常");
            tMap.put("startDate", startDate);
            tMap.put("endDate", endDate);

            // 调用模型
            JSONObject jsonObject= JSONObject.parseObject(jsonStr);
            JSONObject result = (JSONObject) JSON.toJSON(jsonObject.get("result"));
            if(!Objects.isNull(result)){
                saveTraceReport(tMap,result);
                saveTraceSuggest(tMap,result);
                saveTraceDeviation(tMap,result);
                saveAnalyInd(tMap,result);
                saveTraceInd(tMap,result);
                saveTraceChart(tMap,result,startDate,endDate);

            if (Objects.isNull(result)) {
                logger.info("模型结果为空");
                return;
            }

            // 保存报告
            String analyDate = DateUtils.format(startDate);
            String analyContent = result.getString("chemProdHomeIndexInfo");
            String relId = cokingTraceReportService.save(process, reportName, analyDate, analyClass, clock, analyContent);

            // 保存一级分析指标
            saveAnalyInd(relId, process, analyDate, analyClass, analyContent);

            // 保存优化建议
            saveTraceSuggest(relId, process, clock, result);

            // 保存偏差值
            saveTraceDeviation(relId, process, clock, result);

            // 保存溯源指标
            cokingTraceIndService.saveTraceInd(relId, indType, clock);

            // 保存溯源折线图
            cokingTraceChartService.save(relId, clock, indType, startDate, endDate);

        } catch (Exception ex) {
            logger.error("RunCokingTraceModelHCTask运行异常");
            ex.printStackTrace();
@@ -156,34 +162,24 @@
        logger.info("RunCokingTraceModelHCTask运行完成");
    }

    public void saveTraceReport(Map<String, Object> tMap,JSONObject result) {
        CokingTraceReportEntity reportEntity = new CokingTraceReportEntity();
        reportEntity.setId(tMap.get("relId").toString());
        reportEntity.setProcess(tMap.get("process").toString());
        reportEntity.setReportName(tMap.get("reportName").toString());
        reportEntity.setAnalyDate(tMap.get("analyDate").toString());
        reportEntity.setAnalyClass(tMap.get("analyClass").toString());
        reportEntity.setClock(tMap.get("clock").toString());
        reportEntity.setAnalyContent(tMap.get("analyContent").toString());
        reportEntity.setCreateDate(new Date());
        cokingTraceReportService.save(reportEntity);
    }

    public void saveTraceSuggest(Map<String, Object> tMap,JSONObject result) {
    public void saveTraceSuggest(String relId, String process, String clock, JSONObject result) {
        String chemProdTotal = result.get("chemProdTotal").toString();
        if(StringUtils.isNotBlank(chemProdTotal)){
        if (StringUtils.isBlank(chemProdTotal)) {
            logger.info("coalPrepElecTotal1 is null");
            return;
        }
            CokingTraceSuggestEntity suggestEntity = new CokingTraceSuggestEntity();
            suggestEntity.setRelId(tMap.get("relId").toString());
            suggestEntity.setProcess(tMap.get("process").toString());
            suggestEntity.setSugObj("HC");
            suggestEntity.setClock(tMap.get("clock").toString());
        suggestEntity.setRelId(relId);
        suggestEntity.setProcess(process);
        suggestEntity.setSugObj(SugObj);
        suggestEntity.setClock(clock);
            suggestEntity.setContent(chemProdTotal);
            suggestEntity.setCreateDate(new Date());
            cokingTraceSuggestService.save(suggestEntity);
        }
    }

    public void saveTraceDeviation(Map<String, Object> tMap,JSONObject result) {
    @Transactional
    public void saveTraceDeviation(String relId, String process, String clock, JSONObject result) {
        List<ChartParamDTO> list = mcsApi.getChartParamList(CommonConstant.CHEMPROD_INDEX_CHARTCODE);
        Map<String, String> steamIndexMaps = list.stream().collect(Collectors.toMap(ChartParamDTO::getParamCode, e -> e.getParamName()));
        for(int i=0;i<=2;i++){
@@ -194,10 +190,10 @@
                for (int j = 0; j < responseArr.size(); j++) {
                    JSONArray element = JSON.parseArray(responseArr.get(j).toString());
                    CokingTraceDeviationEntity deviationEntity = new CokingTraceDeviationEntity();
                    deviationEntity.setRelId(tMap.get("relId").toString());
                    deviationEntity.setProcess(tMap.get("process").toString());
                    deviationEntity.setClock(tMap.get("clock").toString());
                    deviationEntity.setSugObj("HC");
                    deviationEntity.setRelId(relId);
                    deviationEntity.setProcess(process);
                    deviationEntity.setClock(clock);
                    deviationEntity.setSugObj(SugObj);
                    deviationEntity.setGroupName(chemProdColoumMap.get("chemProdFirstColoum"+i).toString());
                    deviationEntity.setIndName(steamIndexMaps.get(element.get(0).toString()));
                    deviationEntity.setIndValue(element.get(1).toString());
@@ -209,82 +205,23 @@
        }
    }

    public void saveAnalyInd(Map<String, Object> tMap,JSONObject result) {
        String[] analyContent = tMap.get("analyContent").toString().split(";");
        List<CokingAnalyIndEntity> list = new ArrayList<>();
        for(int i=0;i<analyContent.length;i++){
            CokingAnalyIndEntity analyIndEntity = new CokingAnalyIndEntity();
            analyIndEntity.setRelId(tMap.get("relId").toString());
            analyIndEntity.setAnalyType(tMap.get("process").toString());
            analyIndEntity.setAnalyDate(tMap.get("analyDate").toString());
            analyIndEntity.setAnalyClass(tMap.get("analyClass").toString());
            analyIndEntity.setAnalyContent(analyContent[i]);
            analyIndEntity.setSort(i+1);
            list.add(analyIndEntity);
        }
        cokingAnalyIndService.save(list);
    }

    public void saveTraceInd(Map<String, Object> tMap,JSONObject result) {
        Map<String,Object> map = new HashMap<>();
        map.put("indType","化产工序异常溯源");
        List<CokingTraceConfEntity> list = cokingTraceConfService.list(map);
        if (CollectionUtils.isEmpty(list)) {
            logger.info("ConfLis is Empty");
    public void saveAnalyInd(String relId, String process, String analyDate, String analyClass, String analyContent) {
        if (StringUtils.isBlank(analyContent)) {
            logger.info("analyContent is null");
            return;
        }
        List<CokingTraceIndEntity> cokingTraceIndEntities = new ArrayList<>();
        for (CokingTraceConfEntity conf : list) {
            if (StringUtils.isBlank(conf.getDataType())) {
                logger.info("DataType is Empty");
                continue;
        String[] analyContentArr = analyContent.split(";");
        List<CokingAnalyIndEntity> entityList = new ArrayList<>();
        for (int i = 0; i < analyContentArr.length; i++) {
            CokingAnalyIndEntity analyIndEntity = new CokingAnalyIndEntity();
            analyIndEntity.setRelId(relId);
            analyIndEntity.setAnalyType(process);
            analyIndEntity.setAnalyDate(analyDate);
            analyIndEntity.setAnalyClass(analyClass);
            analyIndEntity.setAnalyContent(analyContentArr[i]);
            analyIndEntity.setSort(i + 1);
            entityList.add(analyIndEntity);
            }
            if (StringUtils.isBlank(conf.getPointNo())) {
                logger.info("PointNo is Empty");
                continue;
            }
            String value = "";
            switch (ProcessConfDataTypeEnum.getEumByCode(conf.getDataType())) {
                case DATAPOINT:
                    List<String> points = new ArrayList<>();
                    points.add(conf.getPointNo());
                    Map<String, Object> pointsRealValue = dataPointApi.queryPointsRealValue(points);
                    value = pointsRealValue.get(conf.getPointNo()).toString();
                    break;
                case IND:
                    List<ApiIndItemValueDTO> indValues = indItemApi.queryIndItemDefaultValue(conf.getPointNo());
                    if (!CollectionUtils.isEmpty(indValues)) {
                        value = indValues.get(indValues.size() - 1).getDataValue().toString();
                    }
                    break;
                default:
                    break;
            }
            CokingTraceIndEntity cokingTraceIndEntity = new CokingTraceIndEntity();
            cokingTraceIndEntity.setRelId(tMap.get("relId").toString());
            cokingTraceIndEntity.setTitle(conf.getIndType());
            cokingTraceIndEntity.setClock(tMap.get("clock").toString());
            cokingTraceIndEntity.setIndCode(conf.getIndCode());
            cokingTraceIndEntity.setIndName(conf.getIndName());
            cokingTraceIndEntity.setIndValue(value);
            cokingTraceIndEntity.setIndUnit(conf.getIndUnit());
            cokingTraceIndEntities.add(cokingTraceIndEntity);
        }
        cokingTraceIndService.save(cokingTraceIndEntities);
    }

    public void saveTraceChart(Map<String, Object> tMap, JSONObject result,Date startDate,Date endDate) {
        historyPointMap.forEach((key,value) ->{
            CokingTraceChartEntity cokingTraceChartEntity = new CokingTraceChartEntity();
            cokingTraceChartEntity.setRelId(tMap.get("relId").toString());
            cokingTraceChartEntity.setName(value.toString());
            cokingTraceChartEntity.setClock(tMap.get("clock").toString());
            cokingTraceChartEntity.setDataNo(key);
            cokingTraceChartEntity.setDataType("DATAPOINT");
            cokingTraceChartEntity.setStartTime(startDate);
            cokingTraceChartEntity.setEndTime(endDate);
            cokingTraceChartEntity.setCreateDate(new Date());
            cokingTraceChartService.save(cokingTraceChartEntity);
        });
        cokingAnalyIndService.save(entityList);
    }
}

 ansteel-biz/src/main/java/com/iailab/module/ansteel/job/task/RunCokingTraceModelLJTask.java

@@ -4,12 +4,12 @@
import com.alibaba.fastjson.JSONArray;
import com.alibaba.fastjson.JSONObject;
import com.iailab.framework.common.util.date.DateUtils;
import com.iailab.module.ansteel.coking.entity.*;
import com.iailab.module.ansteel.coking.entity.CokingAnalyIndEntity;
import com.iailab.module.ansteel.coking.entity.CokingTraceDeviationEntity;
import com.iailab.module.ansteel.coking.entity.CokingTraceSuggestEntity;
import com.iailab.module.ansteel.coking.service.*;
import com.iailab.module.ansteel.common.constant.CommonConstant;
import com.iailab.module.ansteel.common.enums.ProcessConfDataTypeEnum;
import com.iailab.module.data.api.ind.IndItemApi;
import com.iailab.module.data.api.ind.dto.ApiIndItemValueDTO;
import com.iailab.module.data.api.point.DataPointApi;
import com.iailab.module.model.api.mcs.McsApi;
import com.iailab.module.model.api.mcs.dto.ChartParamDTO;
@@ -19,7 +19,6 @@
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.stereotype.Component;
import org.springframework.transaction.annotation.Transactional;
import org.springframework.util.CollectionUtils;

import java.util.*;
import java.util.stream.Collectors;
@@ -65,6 +64,14 @@
    @Autowired
    private IndItemApi indItemApi;

    private final static String process = "炼焦工序";

    private final static String reportName = "炼焦工序异常溯源";

    private final static String SugObj = "LJ";

    private final static String indType = "炼焦工序异常溯源";

    private static final HashMap<String, Object> cokeColoumMap = new HashMap<String, Object>() {{
        put("cokeColoum0", "一级指标-偏差值");
        put("cokeColoum1", "二级指标-偏差值");
@@ -79,24 +86,22 @@
        put("F0000101009", "耗热量");
    }};

    private static final String jsonStr="{\n" +
            "    \"result\": {\n" +
            "      \"cokeCOG\":[100.5,99.8],\n" +
            "      \"cokeHeat\":[3.7,3.8],\n" +
            "      \"cokeIndex\":[[0.8,0.7],[608,608],[1440,1460],[1346,1293],[0.8,0.7],[1372,1293]],\n" +
            "      \"cokeTotal\":\"炼焦吨焦耗热量因煤气流量偏高、煤气水分偏低而增加23，经模型计算，延建议调整煤气流量，预计可使吨焦耗热量指标降低17\",\n" +
            "      \"cokeColoum0\":[[0,13],[0,42],[0,34]],\n" +
            "      \"cokeColoum1\":[[13,12],[12,34],[24,42]],\n" +
            "      \"cokeColoum2\":[[27,45],[58,42],[70,31]],\n" +
            "      \"cokeColoum3\":[[108,56],[110,89],[185,21]],\n" +
            "      \"cokeColoum4\":[[199,13],[200,51],[197,34]],\n" +
            "      \"cokeColoum5\":[[147,33],[131,12],[122,13]],\n" +
            "      \"cokeHomePage\":[[202,42],[203,13],[204,45],[205,34],[206,17]],\n" +
            "      \"cokeHomeIndex\":[[90.4,90.2],[80.3,78],[103,100],[280,270]],\n" +
            "      \"cokeHomeIndexInfo\":\"2月18日甲班：吨焦耗热量异常\",\n" +
            "      \"cokeHomeErr\":\"2月18日煤气预热器前数据异常（无数据）\"\n" +
            "    }\n" +
            "}";
    private static final String jsonStr = "{\n" + "    " +
            "\"result\": {\n" + "      " +
            "\"cokeCOG\":[100.5,99.8],\n" + "      " +
            "\"cokeHeat\":[3.7,3.8],\n" + "      " +
            "\"cokeIndex\":[[0.8,0.7],[608,608],[1440,1460],[1346,1293],[0.8,0.7],[1372,1293]],\n" + "      " +
            "\"cokeTotal\":\"炼焦吨焦耗热量因煤气流量偏高、煤气水分偏低而增加23，经模型计算，延建议调整煤气流量，预计可使吨焦耗热量指标降低17\",\n" + "      " +
            "\"cokeColoum0\":[[0,13],[0,42],[0,34]],\n" + "      " +
            "\"cokeColoum1\":[[13,12],[12,34],[24,42]],\n" + "     " +
            "\"cokeColoum2\":[[27,45],[58,42],[70,31]],\n" + "      " +
            "\"cokeColoum3\":[[108,56],[110,89],[185,21]],\n" + "      " +
            "\"cokeColoum4\":[[199,13],[200,51],[197,34]],\n" + "      " +
            "\"cokeColoum5\":[[147,33],[131,12],[122,13]],\n" + "      " +
            "\"cokeHomePage\":[[202,42],[203,13],[204,45],[205,34],[206,17]],\n" + "      " +
            "\"cokeHomeIndex\":[[90.4,90.2],[80.3,78],[103,100],[280,270]],\n" + "      " +
            "\"cokeHomeIndexInfo\":\"2月18日甲班：吨焦耗热量异常\",\n" + "      " +
            "\"cokeHomeErr\":\"2月18日煤气预热器前数据异常（无数据）\"\n" + "    " + "}\n" + "}";

    @Override
    public void run(String params) {
@@ -106,45 +111,64 @@
            calendar.set(Calendar.MILLISECOND, 0);
            calendar.set(Calendar.SECOND, 0);
            calendar.set(Calendar.MINUTE,0);
            calendar.add(Calendar.DAY_OF_YEAR, -1);
            String yesterday = DateUtils.format(calendar.getTime(), DateUtils.FORMAT_YEAR_MONTH_DAY);
            int hour = calendar.get(Calendar.HOUR_OF_DAY);
            Date startDate = calendar.getTime();
            calendar.add(Calendar.HOUR, 8);
            Date endDate = calendar.getTime();
            String clock = "";
            String analyClass = "";
            if (hour == 0) {
                clock = yesterday.concat("-").concat("A");
            if (hour >= 8 && hour < 16) {
                calendar.set(Calendar.HOUR_OF_DAY, 0);
                startDate = calendar.getTime();
                calendar.add(Calendar.HOUR_OF_DAY, 8);
                endDate = calendar.getTime();
                clock = DateUtils.format(startDate).concat("-").concat("A");
                analyClass = "甲班";
            } else if (hour == 8) {
                clock = yesterday.concat("-").concat("B");
            } else if (hour >= 16 && hour < 24) {
                calendar.set(Calendar.HOUR_OF_DAY, 8);
                startDate = calendar.getTime();
                calendar.add(Calendar.HOUR_OF_DAY, 8);
                endDate = calendar.getTime();
                clock = DateUtils.format(startDate).concat("-").concat("B");
                analyClass = "乙班";
            } else if (hour == 16) {
                clock = yesterday.concat("-").concat("C");
            } else if (hour >= 0 && hour < 8) {
                calendar.add(Calendar.DAY_OF_YEAR, -1);
                calendar.set(Calendar.HOUR_OF_DAY, 16);
                startDate = calendar.getTime();
                calendar.add(Calendar.HOUR_OF_DAY, 8);
                endDate = calendar.getTime();
                clock = DateUtils.format(startDate).concat("-").concat("B");
                analyClass = "丙班";
            }
            Map<String, Object> tMap = new HashMap<>();
            tMap.put("relId", UUID.randomUUID().toString());
            tMap.put("process", "炼焦工序");
            tMap.put("reportName", "炼焦工序");
            tMap.put("analyDate", yesterday);
            tMap.put("analyClass", analyClass);
            tMap.put("clock", clock);
            tMap.put("analyContent", "COG回收量异常;吨焦耗热量异常");
            tMap.put("startDate", startDate);
            tMap.put("endDate", endDate);

            // 调用模型
            JSONObject jsonObject= JSONObject.parseObject(jsonStr);
            JSONObject result = (JSONObject) JSON.toJSON(jsonObject.get("result"));
            if(!Objects.isNull(result)){
                saveTraceReport(tMap,result);
                saveTraceSuggest(tMap,result);
                saveTraceDeviation(tMap,result);
                saveAnalyInd(tMap,result);
                saveTraceInd(tMap,result);
                saveTraceChart(tMap,result,startDate,endDate);

            if (Objects.isNull(result)) {
                logger.info("模型结果为空");
                return;
            }

            // 保存报告
            String analyDate = DateUtils.format(startDate);
            String analyContent = result.getString("coalIndexInfo");
            String relId = cokingTraceReportService.save(process, reportName, analyDate, analyClass, clock, analyContent);

            // 保存一级分析指标
            saveAnalyInd(relId, process, analyDate, analyClass, analyContent);

            // 保存优化建议
            saveTraceSuggest(relId, process, clock, result);

            // 保存偏差值
            saveTraceDeviation(relId, process, clock, result);

            // 保存溯源指标
            cokingTraceIndService.saveTraceInd(relId, indType, clock);

            // 保存溯源折线图
            cokingTraceChartService.save(relId, clock, indType, startDate, endDate);

        } catch (Exception ex) {
            logger.error("RunCokingTraceModelLJTask运行异常");
            ex.printStackTrace();
@@ -152,34 +176,24 @@
        logger.info("RunCokingTraceModelLJTask运行完成");
    }

    public void saveTraceReport(Map<String, Object> tMap,JSONObject result) {
        CokingTraceReportEntity reportEntity = new CokingTraceReportEntity();
        reportEntity.setId(tMap.get("relId").toString());
        reportEntity.setProcess(tMap.get("process").toString());
        reportEntity.setReportName(tMap.get("reportName").toString());
        reportEntity.setAnalyDate(tMap.get("analyDate").toString());
        reportEntity.setAnalyClass(tMap.get("analyClass").toString());
        reportEntity.setClock(tMap.get("clock").toString());
        reportEntity.setAnalyContent(tMap.get("analyContent").toString());
        reportEntity.setCreateDate(new Date());
        cokingTraceReportService.save(reportEntity);
    }

    public void saveTraceSuggest(Map<String, Object> tMap,JSONObject result) {
    public void saveTraceSuggest(String relId, String process, String clock, JSONObject result) {
        String cokeTotal = result.get("cokeTotal").toString();
        if(StringUtils.isNotBlank(cokeTotal)){
        if (StringUtils.isBlank(cokeTotal)) {
            logger.info("cokeTotal is null");
            return;
        }
            CokingTraceSuggestEntity suggestEntity = new CokingTraceSuggestEntity();
            suggestEntity.setRelId(tMap.get("relId").toString());
            suggestEntity.setProcess(tMap.get("process").toString());
            suggestEntity.setSugObj("LJ");
            suggestEntity.setClock(tMap.get("clock").toString());
        suggestEntity.setRelId(relId);
        suggestEntity.setProcess(process);
        suggestEntity.setSugObj(SugObj);
        suggestEntity.setClock(clock);
            suggestEntity.setContent(cokeTotal);
            suggestEntity.setCreateDate(new Date());
            cokingTraceSuggestService.save(suggestEntity);
        }
    }

    public void saveTraceDeviation(Map<String, Object> tMap,JSONObject result) {
    @Transactional
    public void saveTraceDeviation(String relId, String process, String clock, JSONObject result) {
        List<ChartParamDTO> list = mcsApi.getChartParamList(CommonConstant.COKE_INDEX_CHARTCODE);
        Map<String, String> steamIndexMaps = list.stream().collect(Collectors.toMap(ChartParamDTO::getParamCode, e -> e.getParamName()));
        for(int i=0;i<=5;i++){
@@ -190,10 +204,10 @@
                for (int j = 0; j < responseArr.size(); j++) {
                    JSONArray element = JSON.parseArray(responseArr.get(j).toString());
                    CokingTraceDeviationEntity deviationEntity = new CokingTraceDeviationEntity();
                    deviationEntity.setRelId(tMap.get("relId").toString());
                    deviationEntity.setProcess(tMap.get("process").toString());
                    deviationEntity.setClock(tMap.get("clock").toString());
                    deviationEntity.setSugObj("LJ");
                    deviationEntity.setRelId(relId);
                    deviationEntity.setProcess(process);
                    deviationEntity.setClock(clock);
                    deviationEntity.setSugObj(SugObj);
                    deviationEntity.setGroupName(cokeColoumMap.get("cokeColoum"+i).toString());
                    deviationEntity.setIndName(steamIndexMaps.get(element.get(0).toString()));
                    deviationEntity.setIndValue(element.get(1).toString());
@@ -205,84 +219,23 @@
        }
    }

    public void saveAnalyInd(Map<String, Object> tMap,JSONObject result) {
        String[] analyContent = tMap.get("analyContent").toString().split(";");
    public void saveAnalyInd(String relId, String process, String analyDate, String analyClass, String analyContent) {
        if (StringUtils.isBlank(analyContent)) {
            logger.info("analyContent is null");
            return;
        }
        String[] analyContentArr = analyContent.split(";");
        List<CokingAnalyIndEntity> entityList = new ArrayList<>();
        for(int i=0;i<analyContent.length;i++){
        for (int i = 0; i < analyContentArr.length; i++) {
            CokingAnalyIndEntity analyIndEntity = new CokingAnalyIndEntity();
            analyIndEntity.setRelId(tMap.get("relId").toString());
            analyIndEntity.setAnalyType(tMap.get("process").toString());
            analyIndEntity.setAnalyDate(tMap.get("analyDate").toString());
            analyIndEntity.setAnalyClass(tMap.get("analyClass").toString());
            analyIndEntity.setAnalyContent(analyContent[i]);
            analyIndEntity.setRelId(relId);
            analyIndEntity.setAnalyType(process);
            analyIndEntity.setAnalyDate(analyDate);
            analyIndEntity.setAnalyClass(analyClass);
            analyIndEntity.setAnalyContent(analyContentArr[i]);
            analyIndEntity.setSort(i+1);
            entityList.add(analyIndEntity);
        }
        cokingAnalyIndService.save(entityList);
    }

    public void saveTraceInd(Map<String, Object> tMap,JSONObject result) {
        Map<String,Object> map = new HashMap<>();
        map.put("indType","炼焦工序异常溯源");
        List<CokingTraceConfEntity> list = cokingTraceConfService.list(map);
        if (CollectionUtils.isEmpty(list)) {
            logger.info("ConfLis is Empty");
            return;
        }
        List<CokingTraceIndEntity> entityList = new ArrayList<>();
        for (CokingTraceConfEntity conf : list) {
            if (StringUtils.isBlank(conf.getDataType())) {
                logger.info("DataType is Empty");
                continue;
            }
            if (StringUtils.isBlank(conf.getPointNo())) {
                logger.info("PointNo is Empty");
                continue;
            }
            String value = "";
            switch (ProcessConfDataTypeEnum.getEumByCode(conf.getDataType())) {
                case DATAPOINT:
                    List<String> points = new ArrayList<>();
                    points.add(conf.getPointNo());
                    Map<String, Object> pointsRealValue = dataPointApi.queryPointsRealValue(points);
                    value = pointsRealValue.get(conf.getPointNo()).toString();
                    break;
                case IND:
                    List<ApiIndItemValueDTO> indValues = indItemApi.queryIndItemDefaultValue(conf.getPointNo());
                    if (!CollectionUtils.isEmpty(indValues)) {
                        value = indValues.get(indValues.size() - 1).getDataValue().toString();
                    }
                    break;
                default:
                    break;
            }
            CokingTraceIndEntity cokingTraceIndEntity = new CokingTraceIndEntity();
            cokingTraceIndEntity.setRelId(tMap.get("relId").toString());
            cokingTraceIndEntity.setTitle(conf.getIndType());
            cokingTraceIndEntity.setClock(tMap.get("clock").toString());
            cokingTraceIndEntity.setIndCode(conf.getIndCode());
            cokingTraceIndEntity.setIndName(conf.getIndName());
            cokingTraceIndEntity.setIndValue(value);
            cokingTraceIndEntity.setIndUnit(conf.getIndUnit());
            entityList.add(cokingTraceIndEntity);
        }
        cokingTraceIndService.save(entityList);
    }

    public void saveTraceChart(Map<String, Object> tMap, JSONObject result,Date startDate,Date endDate) {
        List<CokingTraceChartEntity> entityList = new ArrayList<>();
        historyPointMap.forEach((key,value) ->{
            CokingTraceChartEntity cokingTraceChartEntity = new CokingTraceChartEntity();
            cokingTraceChartEntity.setRelId(tMap.get("relId").toString());
            cokingTraceChartEntity.setName(value.toString());
            cokingTraceChartEntity.setClock(tMap.get("clock").toString());
            cokingTraceChartEntity.setDataNo(key);
            cokingTraceChartEntity.setDataType("DATAPOINT");
            cokingTraceChartEntity.setStartTime(startDate);
            cokingTraceChartEntity.setEndTime(endDate);
            cokingTraceChartEntity.setCreateDate(new Date());
            entityList.add(cokingTraceChartEntity);
        });
        cokingTraceChartService.insert(entityList);
    }
}