kafka 消息解析 保存es

src/main/java/com/yihu/quota/controller/CubeController.java

@@ -128,6 +128,10 @@ public class CubeController  extends BaseController {
                    }
                    fieldInfoList.add(fieldInfo);
                }
                FieldInfo updateDateFieldInfo =  new FieldInfo();
                updateDateFieldInfo.setField("updateDate");
                updateDateFieldInfo.setDataType("Date");
                fieldInfoList.add(updateDateFieldInfo);
                esHandler.createIndexAndCreateMapping(index, type, fieldInfoList, esHandler.getTransportClient());
                envelop.setSuccessFlg(true);
            }else {
@@ -154,7 +158,9 @@ public class CubeController  extends BaseController {
            @RequestParam(value = "cloumn", required = true) String cloumn,
            @ApiParam(name = "cloumnValue", value = "列值", required = true)
            @RequestParam(value = "cloumnValue", required = true) Object cloumnValue,
            @ApiParam(name = "action", value = "执行动作 1:put 添加修改数据 2:del 删除单个字段值 3:delAll 删除整行", required = true)
            @ApiParam(name = "profileId", value = "关联父级主表rowKey值", required = false)
            @RequestParam(value = "profileId", required = false) String profileId,
            @ApiParam(name = "action", value = "执行动作 1:put 添加修改数据 2:del 删除单个字段值", required = true)
            @RequestParam(value = "action", required = true) int action
    ){
@@ -166,12 +172,11 @@ public class CubeController  extends BaseController {
            source.put("dataSource","hbase");
            source.put("table",table);
            source.put("rowkey",rowkey);
            source.put("profileId",profileId);
            String actionStr = "Put";
            if(action == 1){
                actionStr = "Put";
            }else if(action == 2){
                actionStr = "DeleteColumn";
            }else if(action == 3){
                actionStr = "DeleteFamily";
            }
            source.put("action",actionStr);

src/main/java/com/yihu/quota/service/cube/CubeMappingService.java

@@ -61,9 +61,10 @@ public class CubeMappingService extends BaseJpaService<CubeMapping, CubeMappingD
     * @return
     */
    public List<CubeMappingModel> findCubeMappingModelsByFieldCode(String tableCode,String fieldCode) {
        String sql = "SELECT ocm.*,odstf.field_code,od.dict,od.data_type,od.`algorithm`,od.parm from olap_cube_mapping ocm  " +
        String sql = "SELECT ocm.*,oc.index_name,oc.index_type,odstf.field_code,od.dict,od.data_type,od.`algorithm`,od.parm from olap_cube_mapping ocm  " +
                " LEFT JOIN olap_data_sources_table_field odstf ON ocm.data_field_id = odstf.id "+
                " LEFT JOIN olap_data_sources_table odst ON odst.id = odstf.table_id " +
                " LEFT JOIN olap_cube oc ON oc.id = ocm.cube_id " +
                " LEFT JOIN olap_dimension od ON ocm.dimension_id = od.id where odstf.field_code = ? and odst.table_code = ? ";
        String param[] = {fieldCode,tableCode};
        List<CubeMappingModel> cubeMappingModels = jdbcTemplate.query(sql, new BeanPropertyRowMapper(CubeMappingModel.class), param);

src/main/java/com/yihu/quota/service/cube/CubeMemberMappingService.java

@@ -55,11 +55,12 @@ public class CubeMemberMappingService extends BaseJpaService<CubeMemberMapping,
     * @return
     */
    public List<CubeMemberMappingModel> findCubeMemberMappingModels(String tableCode,String fieldCode) {
        String sql = "SELECT ocmm.*,ocm.dimension_code as parentCode,ocm.child_save_type,odstf.field_code,odm.dict,odm.data_type,odm.`algorithm`,odm.parm from olap_cube_member_mapping ocmm " +
        String sql = "SELECT ocmm.*,oc.index_name,oc.index_type,ocm.dimension_code as parentCode,ocm.child_save_type,odstf.field_code,odm.dict,odm.data_type,odm.`algorithm`,odm.parm from olap_cube_member_mapping ocmm " +
                " LEFT JOIN olap_data_sources_table_field odstf ON ocmm.data_field_id = odstf.id " +
                " LEFT JOIN olap_data_sources_table odst ON odst.id = odstf.table_id " +
                " LEFT JOIN olap_dimension_member odm ON ocmm.dimension_member_id = odm.id  " +
                " LEFT JOIN olap_cube_mapping ocm ON ocm.id = ocmm.cube_mapping_id " +
                " LEFT JOIN olap_cube oc ON oc.id = ocm.cube_id " +
                " where odstf.field_code = ? and odst.table_code = ? ";
        String param[] = {fieldCode,tableCode};
        List<CubeMemberMappingModel> cubeMemberMappingModels = jdbcTemplate.query(sql, new BeanPropertyRowMapper(CubeMemberMappingModel.class), param);

src/main/java/com/yihu/quota/service/cube/ElasticSearchDataProcessService.java

@@ -29,13 +29,14 @@ public class ElasticSearchDataProcessService {
    private static Logger logger = LoggerFactory.getLogger(ElasticSearchDataProcessService.class);
    private static String dataSource_hbase = "hbase";
    private static String dataSource_mysql = "mysql";
    private static String action_del = "DeleteFamily";//删除整行
    private static String action_put = "Put";                //添加和修改单个字段值
    private static String action_delFamily = "DeleteFamily";//删除整行
    private static String dataSource_k = "dataSource";
    private static String table_k = "table";
    private static String id_k = "_id";
    private static String rowKey_k = "rowkey";
    private static String profileId_k = "profileId";
    private static String subRowKey_k = "subRowkey";
    private static String action_k = "action";
@@ -46,8 +47,6 @@ public class ElasticSearchDataProcessService {
    @Autowired
    private CubeMemberMappingService cubeMemberMappingService;
    @Autowired
    private ElasticSearchPool elasticSearchPool;
    @Autowired
    private ElasticSearchUtil elasticSearchUtil;
    /**
@@ -75,152 +74,78 @@ public class ElasticSearchDataProcessService {
    /**
     * @param dataMap
     *  //如果是子集的数据 hbase 过来要指定父级数据
     */
    public void hbaseDataProcess(Map<String, Object> dataMap){
    public void hbaseDataProcess(Map<String, Object> dataMap) throws Exception{
        Map<String, Object> source  = new HashMap<>();
        String index = "patient_event";
        String type = "info";
        String table = dataMap.get(table_k).toString();
        //通过表找到 对应的数据集 保存的索引和type
        //TODO 可以维护到数据字典 - 保存到redis 减少去数据库里面查询
        String table = "";
        String rowKey = "";
        String profileId = "";
        String action = "";
        if(dataMap.containsKey(table_k)){
            table = dataMap.get(table_k).toString();
        }
        if(dataMap.containsKey(rowKey_k)){
            rowKey = dataMap.get(rowKey_k).toString();
            source.put(id_k,rowKey);
            source.put(rowKey_k,rowKey);
        }
        if(dataMap.containsKey(profileId_k)){
            profileId = dataMap.get(profileId_k).toString();
        }
        if(dataMap.containsKey(action_k)){
            action = dataMap.get(action_k).toString();
        }
        //如果是子集的数据 hbase 过来要指定父级数据
        String rowKey = dataMap.get(rowKey_k).toString();
        String action = dataMap.get(action_k).toString();
        dataMap.remove(table_k);
        dataMap.remove(rowKey_k);
        dataMap.remove(action_k);
        try {
            if(action.contains(action_put)){
                String keyValue = "";
                for(String key : dataMap.keySet()){
                    if(dataMap.get(key)!= null){
                         keyValue = dataMap.get(key).toString();
                    }
                    source.put(id_k,rowKey);
                    source.put(rowKey_k,rowKey);
                    //根据列名 查找出 对应的维度code及是否要数据字典，是否通过算法扩展出来
                    List<CubeMappingModel> cubeMappingModels = cubeMappingService.findCubeMappingModelsByFieldCode(table, key);
                    if(cubeMappingModels != null && cubeMappingModels.size() > 0){
                        for(CubeMappingModel cubeMappingModel :cubeMappingModels){
            dataMap.remove(table_k);
            dataMap.remove(rowKey_k);
            dataMap.remove(action_k);
            String keyValue = "";
            for(String hbaseColCode : dataMap.keySet()){
                if(dataMap.get(hbaseColCode)!= null){
                     keyValue = dataMap.get(hbaseColCode).toString();
                }
                List<CubeMappingModel> cubeMappingModels = cubeMappingService.findCubeMappingModelsByFieldCode(table, hbaseColCode);
                if(cubeMappingModels != null && cubeMappingModels.size() > 0){
                    for(CubeMappingModel cubeMappingModel :cubeMappingModels){
                        String index = cubeMappingModel.getIndexName();
                        String type = cubeMappingModel.getIndexType();
                        if(action.contains(action_put)){
                            String cloumnCode = cubeMappingModel.getDimensionCode();
                            String dataType = cubeMappingModel.getDataType();
                            String dict = cubeMappingModel.getDict();
                            String algorithm = cubeMappingModel.getAlgorithm();
                            String algorithmParm = cubeMappingModel.getParm();
                            Map<String, Object> esDataMap = dataToMap(keyValue,cloumnCode,dataType ,dict,algorithm,algorithmParm);
                            //维度数据扩展保存
                            Map<String, Object> esDataMap = dimensionDataExtendToMap(keyValue, cloumnCode, dataType, dict, algorithm, algorithmParm);
                            source.putAll(esDataMap);
                            saveElasticSearchData(index, type,rowKey,source);
                        }else if(action.contains(action_del)){
                            elasticSearchUtil.delete(index,type,rowKey);
                        }
                    }
                    // 是否是 子集属性
                    List<CubeMemberMappingModel> cubeMemberMappingModels = cubeMemberMappingService.findCubeMemberMappingModels(table,key);
                    if(cubeMemberMappingModels != null && cubeMemberMappingModels.size() > 0){
                        for(CubeMemberMappingModel cubeMemberMappingModel :cubeMemberMappingModels){
                            String cloumnCode = cubeMemberMappingModel.getDimensionCode();
                            String parentCode = cubeMemberMappingModel.getParentCode();
                            if(cubeMemberMappingModel.getChildSaveType() != null){
                                int childSaveType = cubeMemberMappingModel.getChildSaveType();
                                if(childSaveType == 1 ){//对象方式
                                    Map<String, Object> objChildMap  = new HashMap<>();
                                    objChildMap.put(cloumnCode,keyValue);
                                    //字典扩展
                                    if(StringUtils.isNotEmpty(cubeMemberMappingModel.getDict()) && StringUtils.isEmpty(cubeMemberMappingModel.getAlgorithm())){
                                        String value = "";
                                        String param[] = {cubeMemberMappingModel.getDict(),keyValue};
//                                      value = dictFunc.execute(param);
                                        value =  key + "测试值";
                                        source.put(cloumnCode,keyValue);
                                        objChildMap.put(cloumnCode + "Name",value);
                                    }else if(StringUtils.isNotEmpty(cubeMemberMappingModel.getAlgorithm())){
                                        if(cubeMemberMappingModel.getAlgorithm().equals("DivisionFunc") && StringUtils.isNotEmpty(cubeMemberMappingModel.getParm())){
                                            if(cubeMemberMappingModel.getParm().equals(key)){
                                                DivisionFunc divisionFunc = new DivisionFunc();
                                                String level = "1";
                                                String divisionVal = "";
                                                if(cloumnCode.toLowerCase().equals("town")){
                                                    level = "1";
                                                    divisionVal = "信州区";
                                                }else if(cloumnCode.toLowerCase().equals("city")){
                                                    level = "2";
                                                    divisionVal = "上饶市";
                                                }else if(cloumnCode.toLowerCase().equals("province")){
                                                    level = "3";
                                                    divisionVal = "江西省";
                                                }
                                                String divisionParam[] = {dataMap.get(key).toString(),level};
//                                                divisionVal = divisionFunc.execute(divisionParam);
                                                objChildMap.put(cloumnCode,divisionVal);
                                            }
                                        }
                                        //其他算法 --
                                    }
                                    source.put(parentCode,objChildMap);
                                    saveElasticSearchData(index, type,rowKey,source);
                                }else if(childSaveType == 2 ){//nested 方式
                                    List<Map<String,Object>> nestedList = new ArrayList<>();
                                    //查出历史数据 然后组合保存
                                    String field = parentCode + "." + subRowKey_k;
                                    List<Map<String, Object>> subDataList = elasticSearchUtil.findByField(index, type, field, rowKey);
                                    if(subDataList != null && subDataList.size() > 0){
                                        String parentRowkey = subDataList.get(0).get(rowKey_k).toString();
                                        List<Map<String, Object>> dataList = elasticSearchUtil.findByField(index, type, rowKey_k, parentRowkey);
                                        if(dataList != null && dataList.size() > 0){
                                            //组装 子集历史数据，更改当前字段值 在添加
                                            for(Map<String, Object> map : dataList){
                                                if(map.get(subRowKey_k).equals(rowKey)){
                                                    for(String colKey :map.keySet()){
                                                        if(colKey.equals(cloumnCode)){
                                                            map.put(key,keyValue);
                                                        }
                                                    }
                                                    nestedList.add(map);
                                                }else{
                                                    nestedList.add(map);
                                                }
                                            }
                                        }else {
                                            //库中没有记录，单条添加
                                            Map<String, Object> nestedChildMap  = new HashMap<>();
                                            nestedChildMap.put(cloumnCode,keyValue);
                                            nestedChildMap.put(subRowKey_k,rowKey);
                                            nestedList.add(nestedChildMap);
                                        }
                                    }
                                    source.put(parentCode,nestedList);
                                    saveElasticSearchData(index, type,rowKey,source);
                                }
                            }else {
                                //字典扩展
                                if(StringUtils.isNotEmpty(cubeMemberMappingModel.getDict()) && StringUtils.isEmpty(cubeMemberMappingModel.getAlgorithm())){
                                    String value = "";
                                    String param[] = {cubeMemberMappingModel.getDict(),keyValue};
//                                      value = dictFunc.execute(param);
                                    value =  cloumnCode + "测试值";
                                    source.put(cloumnCode,keyValue);
                                    source.put(cloumnCode + "Name",value);
                                }else if(StringUtils.isNotEmpty(cubeMemberMappingModel.getAlgorithm())){
                                }else {
                                    if(StringUtils.isNotEmpty(cubeMemberMappingModel.getDataType())){
                                        String dataType = cubeMemberMappingModel.getDataType();
                                        Object value = dataConver(dataType,keyValue);
                                        source.put(cloumnCode,value);
                                    }else{
                                        source.put(cloumnCode,dataMap.get(key));
                                    }
                                }
                            }
                            saveElasticSearchData(index, type,rowKey,source);
                }
                // 是否是子集属性
                List<CubeMemberMappingModel> cubeMemberMappingModels = cubeMemberMappingService.findCubeMemberMappingModels(table,hbaseColCode);
                if(cubeMemberMappingModels != null && cubeMemberMappingModels.size() > 0){
                    for(CubeMemberMappingModel cubeMemberMappingModel :cubeMemberMappingModels){
                        String index = cubeMemberMappingModel.getIndexName();
                        String type = cubeMemberMappingModel.getIndexType();
                        if(action.contains(action_put)){
                            //维度成员数据扩展保存
                            source = dimensionMemberDataExtendToMap(cubeMemberMappingModel,hbaseColCode,keyValue,rowKey);
                            saveElasticSearchData(index, type,profileId,source);
                        }else if(action.contains(action_del)){
                            elasticSearchUtil.delete(index,type,profileId);
                        }
                    }
                }
            }else if(action.contains(action_delFamily)){
                elasticSearchUtil.delete(index,type,rowKey);
            }
        }catch (ParseException e){
            logger.debug("elasticSearch 执行失败");
            e.printStackTrace();
@@ -231,52 +156,29 @@ public class ElasticSearchDataProcessService {
        }
    }
    public Map<String,Object> dataToMap(String sourceValue,String cloumnCode,String dataType ,String dict,String algorithm,String algorithmParm ){
    /**
     * 维度数据扩展 转map
     * @param sourceValue
     * @param cloumnCode
     * @param dataType
     * @param dict
     * @param algorithm
     * @param algorithmParm
     * @return
     */
    public Map<String,Object> dimensionDataExtendToMap(String sourceValue,String cloumnCode,String dataType ,String dict,String algorithm,String algorithmParm ){
        Map<String, Object> source  = new HashMap<>();
        DictFunc dictFunc = new DictFunc();
        //字典扩展
        if(StringUtils.isNotEmpty(dict) && StringUtils.isEmpty(algorithm)){
            String value = "";
            String param[] = {dict,sourceValue};
//          value = dictFunc.execute(param);
            value =  cloumnCode + "测试值";
            source.put(cloumnCode,sourceValue);
            source.put(cloumnCode + "Name",value);
            source = extendDictData(source,cloumnCode,dict,sourceValue);
        }else if(StringUtils.isNotEmpty(algorithm)){
            //计算后 又经过字典
            // 如:年龄段
            if(algorithm.equals("AgeGroupFunc") && StringUtils.isNotEmpty(algorithmParm)){
                String value = "";
                AgeGroupFunc ageGroupFunc = new AgeGroupFunc();
                String ageGroup = ageGroupFunc.execute(Integer.valueOf(sourceValue));
                String param[] = {dict,ageGroup};
//              value = dictFunc.execute(param);
                value = "年龄段=" + ageGroup;
                if(StringUtils.isNotEmpty(dict)){
                    source.put(cloumnCode,ageGroup);
                    source.put(cloumnCode + "Name",value);
                }
            //年龄段
            if(algorithm.equals("AgeGroupFunc")){
                source = extendAgeGroupData(source,cloumnCode,dict,sourceValue);
            }
            //区域算法
            if(algorithm.equals("DivisionFunc") && StringUtils.isNotEmpty(algorithmParm)){
                if(algorithmParm.equals(cloumnCode)){
                    DivisionFunc divisionFunc = new DivisionFunc();
                    String level = "1";
                    String divisionVal = "";
                    if(cloumnCode.toLowerCase().equals("town")){
                        level = "1";
                        divisionVal = "信州区";
                    }else if(cloumnCode.toLowerCase().equals("city")){
                        level = "2";
                        divisionVal = "上饶市";
                    }else if(cloumnCode.toLowerCase().equals("province")){
                        level = "3";
                        divisionVal = "江西省";
                    }
                    String divisionParam[] = {sourceValue,level};
//                  divisionVal = divisionFunc.execute(divisionParam);
                    source.put(cloumnCode,divisionVal);
                }
                source = extendDivisionData(source, cloumnCode, algorithmParm, sourceValue);
            }
            //其他算法 --
        }else {
@@ -290,6 +192,156 @@ public class ElasticSearchDataProcessService {
        return  source;
    }
    /**
     * 维度成员数据扩展 转map
     * @param cubeMemberMappingModel
     * @param key
     * @param sourceValue
     * @param rowKey
     * @return
     */
    public Map<String,Object> dimensionMemberDataExtendToMap(CubeMemberMappingModel cubeMemberMappingModel ,String key,String sourceValue,String rowKey) {
        Map<String, Object> source  = new HashMap<>();
        String cloumnCode = cubeMemberMappingModel.getDimensionCode();
        String parentCode = cubeMemberMappingModel.getParentCode();
        String dataType = cubeMemberMappingModel.getDataType();
        String dict = cubeMemberMappingModel.getDict();
        String algorithm = cubeMemberMappingModel.getAlgorithm();
        String algorithmParm = cubeMemberMappingModel.getParm();
        int childSaveType = cubeMemberMappingModel.getChildSaveType();
        String index = cubeMemberMappingModel.getIndexName();
        String type = cubeMemberMappingModel.getIndexType();
        if(childSaveType == 1 ){//对象方式
            Map<String, Object> objChildMap  = new HashMap<>();
            objChildMap.put(cloumnCode,sourceValue);
            if(StringUtils.isNotEmpty(dict)){
                objChildMap = extendDictData(objChildMap,cloumnCode,dict,sourceValue);
                source.put(parentCode,objChildMap);
            }else if(StringUtils.isNotEmpty(algorithm)){
                //年龄段
                if(algorithm.equals("AgeGroupFunc")){
                    objChildMap = extendAgeGroupData(objChildMap,cloumnCode,dict,sourceValue);
                }
                //区域算法
                if(algorithm.equals("DivisionFunc") && StringUtils.isNotEmpty(algorithmParm)){
                    objChildMap = extendDivisionData(objChildMap, cloumnCode, algorithmParm, sourceValue);
                }
                source.put(parentCode,objChildMap);
                //其他算法 --
            }
            source.put(parentCode,objChildMap);
        }else if(childSaveType == 2 ){//nested 方式
            List<Map<String,Object>> nestedList = new ArrayList<>();
            //查出历史数据 然后组合保存
            String field = parentCode + "." + subRowKey_k;
            List<Map<String, Object>> subDataList = elasticSearchUtil.findByField(index, type, field, rowKey);
            if(subDataList != null && subDataList.size() > 0){
                String parentRowkey = subDataList.get(0).get(rowKey_k).toString();
                List<Map<String, Object>> dataList = elasticSearchUtil.findByField(index, type, rowKey_k, parentRowkey);
                if(dataList != null && dataList.size() > 0){
                    //组装 子集历史数据，更改当前字段值 在添加
                    for(Map<String, Object> map : dataList){
                        if(map.get(subRowKey_k).equals(rowKey)){
                            for(String colKey :map.keySet()){
                                if(colKey.equals(cloumnCode)){
                                    map.put(key,sourceValue);
                                }
                            }
                            nestedList.add(map);
                        }else{
                            nestedList.add(map);
                        }
                    }
                }else {
                    //库中没有记录，单条添加
                    Map<String, Object> nestedChildMap  = new HashMap<>();
                    nestedChildMap.put(cloumnCode,sourceValue);
                    nestedChildMap.put(subRowKey_k,rowKey);
                    nestedList.add(nestedChildMap);
                }
            }else{
                Map<String, Object> map = new HashMap<>();
                map.put("subRowkey",rowKey);
                map.put(cloumnCode,sourceValue);
                nestedList.add(map);
            }
            source.put(parentCode,nestedList);
        }
        return source;
    }
    /**
     * 字典数据扩展
     * @param source 数据集合
     * @param cloumnCode 列code
     * @param dict 字典ID
     * @param code 字典编码
     * @return
     */
    public Map<String, Object> extendDictData(Map<String, Object> source ,String cloumnCode,String dict,String code){
        DictFunc dictFunc = new DictFunc();
        String value = "";
        String param[] = {dict,code};
//      value = dictFunc.execute(param);
        value =  cloumnCode + "测试值";
        source.put(cloumnCode,code);
        source.put(cloumnCode + "Name",value);
        return source;
    }
    /**
     * 年龄扩展年龄段 及年龄段字典
     * @param source 数据集合
     * @param cloumnCode 列code
     * @param dict 字典ID
     * @param sourceValue 年龄
     * @return
     */
    public Map<String, Object> extendAgeGroupData(Map<String, Object> source ,String cloumnCode,String dict,String sourceValue){
        String value = "";
        DictFunc dictFunc = new DictFunc();
        AgeGroupFunc ageGroupFunc = new AgeGroupFunc();
        String ageGroup = ageGroupFunc.execute(Integer.valueOf(sourceValue));
        String param[] = {dict,ageGroup};
//      value = dictFunc.execute(param);
        value = "年龄段=" + ageGroup;
        if(StringUtils.isNotEmpty(dict)){
            source.put(cloumnCode,ageGroup);
            source.put(cloumnCode + "Name",value);
        }
        return source;
    }
    /**
     * 区域扩展
     * @param source 数据集合
     * @param cloumnCode 列code
     * @param algorithmParm 算法参数
     * @param sourceValue 年龄
     * @return
     */
    public Map<String, Object> extendDivisionData(Map<String, Object> source ,String cloumnCode,String algorithmParm,String sourceValue){
        DivisionFunc divisionFunc = new DivisionFunc();
        String level = "1";
        String divisionVal = "";
        if(cloumnCode.toLowerCase().equals("town")){
            level = "1";
            divisionVal = "信州区";
        }else if(cloumnCode.toLowerCase().equals("city")){
            level = "2";
            divisionVal = "上饶市";
        }else if(cloumnCode.toLowerCase().equals("province")){
            level = "3";
            divisionVal = "江西省";
        }
        String divisionParam[] = {sourceValue,level};
//      divisionVal = divisionFunc.execute(divisionParam);
        source.put(cloumnCode,divisionVal);
        return source;
    }
    /**
     * 添加修改 数据
     * @param index

src/main/java/com/yihu/quota/vo/CubeMappingModel.java

@@ -11,13 +11,15 @@ public class CubeMappingModel {
    private Integer dimensionId;      //维度ID
    private String dimensionCode;    //维度编码
    private String fieldName;        //字段名称
    private String dict;            //数据字典
    private String dict;             //数据字典
    private String algorithm;       // 中间算法
    private String parm;        //中间算法参数
    private String dataType;    //数据类型
    private String parm;             //中间算法参数
    private String dataType;        //数据类型
    private Integer childSaveType; //子集映射格式类型 1 对象 2 子集
    private String childPrimaryKay; //子集唯一字段
    private String fieldCode;        //字段编码
    private String indexName;
    private String indexType;
    public Integer getId() {
        return id;
@@ -122,4 +124,20 @@ public class CubeMappingModel {
    public void setParm(String parm) {
        this.parm = parm;
    }
    public String getIndexName() {
        return indexName;
    }
    public void setIndexName(String indexName) {
        this.indexName = indexName;
    }
    public String getIndexType() {
        return indexType;
    }
    public void setIndexType(String indexType) {
        this.indexType = indexType;
    }
}

src/main/java/com/yihu/quota/vo/CubeMemberMappingModel.java

@@ -18,6 +18,8 @@ public class CubeMemberMappingModel {
    private String fieldCode;      //字段编码
    private String parentCode;      //父级属性code
    private Integer childSaveType;
    private String indexName;
    private String indexType;
    public Integer getId() {
        return id;
@@ -122,4 +124,20 @@ public class CubeMemberMappingModel {
    public void setChildSaveType(Integer childSaveType) {
        this.childSaveType = childSaveType;
    }
    public String getIndexName() {
        return indexName;
    }
    public void setIndexName(String indexName) {
        this.indexName = indexName;
    }
    public String getIndexType() {
        return indexType;
    }
    public void setIndexType(String indexType) {
        this.indexType = indexType;
    }
}