From 4c1973a3c72a6cb8fdf772c8df14d4d00ea4ee95 Mon Sep 17 00:00:00 2001
From: houzhongjian <houzhongyi@126.com>
Date: 星期一, 20 一月 2025 15:21:34 +0800
Subject: [PATCH] Merge remote-tracking branch 'origin/master'

---
 iailab-module-data/iailab-module-data-biz/src/main/java/com/iailab/module/data/ind/item/service/impl/IndItemServiceImpl.java    |    6 +
 iailab-module-data/iailab-module-data-biz/src/main/java/com/iailab/module/data/ind/item/service/IndItemService.java             |    3 
 iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mdk/sample/PredictSampleDataConstructor.java  |   34 +++++++-
 iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mdk/sample/ScheduleSampleInfoConstructor.java |   13 +++
 iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mdk/sample/dto/SampleInfo.java                |    3 
 iailab-module-data/iailab-module-data-api/src/main/java/com/iailab/module/data/api/ind/IndItemApi.java                          |    5 +
 iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mdk/sample/PredictSampleInfoConstructor.java  |   12 ++
 iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mdk/sample/SampleInfoConstructor.java         |    8 +
 iailab-module-data/iailab-module-data-biz/src/main/java/com/iailab/module/data/ind/collection/IndItemCollector.java             |    4 
 iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mdk/sample/SampleDataConstructor.java         |   31 +++----
 iailab-module-data/iailab-module-data-biz/src/main/java/com/iailab/module/data/api/ind/IndItemApiImpl.java                      |   35 ++++++++
 iailab-module-data/iailab-module-data-biz/src/main/java/com/iailab/module/data/ind/collection/utils/IndSqlUtils.java            |   53 +++++++++----
 iailab-module-data/iailab-module-data-biz/src/main/java/com/iailab/module/data/common/xss/SQLFilter.java                        |    2 
 13 files changed, 161 insertions(+), 48 deletions(-)

diff --git a/iailab-module-data/iailab-module-data-api/src/main/java/com/iailab/module/data/api/ind/IndItemApi.java b/iailab-module-data/iailab-module-data-api/src/main/java/com/iailab/module/data/api/ind/IndItemApi.java
index 0fc23d4..0e0fe93 100644
--- a/iailab-module-data/iailab-module-data-api/src/main/java/com/iailab/module/data/api/ind/IndItemApi.java
+++ b/iailab-module-data/iailab-module-data-api/src/main/java/com/iailab/module/data/api/ind/IndItemApi.java
@@ -10,6 +10,7 @@
 import org.springframework.web.bind.annotation.*;
 
 import java.util.List;
+import java.util.Set;
 
 /**
  * @author PanZhibao
@@ -33,4 +34,8 @@
     @GetMapping(PREFIX + "/info/id/{id}")
     @Operation(summary = "根据测点编号查询测点信息")
     ApiIndItemDTO getInfoById(@PathVariable("id") String id);
+
+    @PostMapping(PREFIX + "/info/ids")
+    @Operation(summary = "根据多个id查询指标数据信息")
+    List<ApiIndItemDTO> getInfoByIds(@RequestParam("indIds") Set<String> indIds);
 }
\ No newline at end of file
diff --git a/iailab-module-data/iailab-module-data-biz/src/main/java/com/iailab/module/data/api/ind/IndItemApiImpl.java b/iailab-module-data/iailab-module-data-biz/src/main/java/com/iailab/module/data/api/ind/IndItemApiImpl.java
index 93f346f..317e493 100644
--- a/iailab-module-data/iailab-module-data-biz/src/main/java/com/iailab/module/data/api/ind/IndItemApiImpl.java
+++ b/iailab-module-data/iailab-module-data-biz/src/main/java/com/iailab/module/data/api/ind/IndItemApiImpl.java
@@ -5,13 +5,17 @@
 import com.iailab.module.data.api.ind.dto.ApiIndItemQueryDTO;
 import com.iailab.module.data.api.ind.dto.ApiIndItemValueDTO;
 import com.iailab.module.data.ind.collection.IndItemCollector;
+import com.iailab.module.data.ind.item.entity.IndItemEntity;
 import com.iailab.module.data.ind.item.service.IndItemService;
 import com.iailab.module.data.ind.item.vo.IndItemValueVO;
 import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.util.CollectionUtils;
 import org.springframework.validation.annotation.Validated;
 import org.springframework.web.bind.annotation.RestController;
 
+import java.util.ArrayList;
 import java.util.List;
+import java.util.Set;
 
 /**
  * @author PanZhibao
@@ -31,17 +35,44 @@
     @Override
     public List<ApiIndItemValueDTO> queryIndItemDefaultValue(String itemNo){
         List<IndItemValueVO> list = indItemCollector.queryValue(itemNo);
-        return ConvertUtils.sourceToTarget(list, ApiIndItemValueDTO.class);
+        List<ApiIndItemValueDTO> result = new ArrayList<>(list.size());
+        list.forEach(item -> {
+            if (item != null) {
+                ApiIndItemValueDTO indItemValueDTO = new ApiIndItemValueDTO();
+                indItemValueDTO.setDataTime(item.getDataTime());
+                indItemValueDTO.setDataValue(item.getDataValue().doubleValue());
+                result.add(indItemValueDTO);
+            }
+        });
+        return result;
     }
 
     @Override
     public List<ApiIndItemValueDTO> queryIndItemHistoryValue(ApiIndItemQueryDTO dto) {
         List<IndItemValueVO> list = indItemCollector.queryValue(dto.getItemNo(), dto.getStart(), dto.getEnd());
-        return ConvertUtils.sourceToTarget(list, ApiIndItemValueDTO.class);
+        List<ApiIndItemValueDTO> result = new ArrayList<>(list.size());
+        list.forEach(item -> {
+            if (item != null) {
+                ApiIndItemValueDTO indItemValueDTO = new ApiIndItemValueDTO();
+                indItemValueDTO.setDataTime(item.getDataTime());
+                indItemValueDTO.setDataValue(item.getDataValue().doubleValue());
+                result.add(indItemValueDTO);
+            }
+        });
+        return result;
     }
 
     @Override
     public ApiIndItemDTO getInfoById(String id) {
         return ConvertUtils.sourceToTarget(indItemService.get(id), ApiIndItemDTO.class);
     }
+
+    @Override
+    public List<ApiIndItemDTO> getInfoByIds(Set<String> indIds) {
+        if (CollectionUtils.isEmpty(indIds)) {
+            return new ArrayList<>();
+        }
+        List<IndItemEntity> inds = indItemService.getInfoByIds(indIds);
+        return ConvertUtils.sourceToTarget(inds,ApiIndItemDTO.class);
+    }
 }
\ No newline at end of file
diff --git a/iailab-module-data/iailab-module-data-biz/src/main/java/com/iailab/module/data/common/xss/SQLFilter.java b/iailab-module-data/iailab-module-data-biz/src/main/java/com/iailab/module/data/common/xss/SQLFilter.java
index 7d2d02d..2dbbc18 100644
--- a/iailab-module-data/iailab-module-data-biz/src/main/java/com/iailab/module/data/common/xss/SQLFilter.java
+++ b/iailab-module-data/iailab-module-data-biz/src/main/java/com/iailab/module/data/common/xss/SQLFilter.java
@@ -54,7 +54,7 @@
         String str = new String(orgStr.toLowerCase());
 
         //非法字符
-        String[] keywords = {";", "master", "truncate", "insert", "select", "delete", "update", "declare", "alter", "drop"};
+        String[] keywords = {";", "master", "truncate", "insert", "delete", "update", "declare", "alter", "drop"};
 
         //判断是否包含非法字符
         for (String keyword : keywords) {
diff --git a/iailab-module-data/iailab-module-data-biz/src/main/java/com/iailab/module/data/ind/collection/IndItemCollector.java b/iailab-module-data/iailab-module-data-biz/src/main/java/com/iailab/module/data/ind/collection/IndItemCollector.java
index 51b27f8..d8b98fb 100644
--- a/iailab-module-data/iailab-module-data-biz/src/main/java/com/iailab/module/data/ind/collection/IndItemCollector.java
+++ b/iailab-module-data/iailab-module-data-biz/src/main/java/com/iailab/module/data/ind/collection/IndItemCollector.java
@@ -71,10 +71,10 @@
                 result = atomItemHandler.queryValue(indItem.getId());
                 break;
             case DER:
-                result = derItemHandler.queryValue(itemNo, startTime, endTime);
+                result = derItemHandler.queryValue(indItem.getId(), startTime, endTime);
                 break;
             case CAL:
-                result = calItemHandler.queryValue(itemNo, startTime, endTime);
+                result = calItemHandler.queryValue(indItem.getId(), startTime, endTime);
                 break;
             default:
                 break;
diff --git a/iailab-module-data/iailab-module-data-biz/src/main/java/com/iailab/module/data/ind/collection/utils/IndSqlUtils.java b/iailab-module-data/iailab-module-data-biz/src/main/java/com/iailab/module/data/ind/collection/utils/IndSqlUtils.java
index 87fee61..e33849c 100644
--- a/iailab-module-data/iailab-module-data-biz/src/main/java/com/iailab/module/data/ind/collection/utils/IndSqlUtils.java
+++ b/iailab-module-data/iailab-module-data-biz/src/main/java/com/iailab/module/data/ind/collection/utils/IndSqlUtils.java
@@ -139,7 +139,9 @@
                 whereSql.append(indItem.getTimeLabel());
                 whereSql.append(" <= '");
                 whereSql.append(DateUtils.format(calendar.getTime(), PATTERN_DATE));
-                whereSql.append("' AND >= '");
+                whereSql.append("' AND ");
+                whereSql.append(indItem.getTimeLabel());
+                whereSql.append(" >= '");
                 calendar.add(Calendar.DAY_OF_YEAR, -7);
                 whereSql.append(DateUtils.format(calendar.getTime(), PATTERN_DATE));
                 whereSql.append("'");
@@ -148,7 +150,9 @@
                 whereSql.append(indItem.getTimeLabel());
                 whereSql.append(" <= '");
                 whereSql.append(DateUtils.format(calendar.getTime(), PATTERN_DATE));
-                whereSql.append("' AND >= '");
+                whereSql.append("' AND ");
+                whereSql.append(indItem.getTimeLabel());
+                whereSql.append(" >= '");
                 calendar.add(Calendar.DAY_OF_YEAR, -30);
                 whereSql.append(DateUtils.format(calendar.getTime(), PATTERN_DATE));
                 whereSql.append("'");
@@ -183,10 +187,13 @@
                 whereSql.append("'");
                 break;
             case THIS_YEAR_MONTH:
-                calendar.set(Calendar.MONTH, 11);
+                whereSql.append(indItem.getTimeLabel());
                 whereSql.append(" <= '");
+                calendar.set(Calendar.MONTH, 11);
                 whereSql.append(DateUtils.format(calendar.getTime(), PATTERN_MON));
-                whereSql.append("' AND >= '");
+                whereSql.append("' AND ");
+                whereSql.append(indItem.getTimeLabel());
+                whereSql.append(" >= '");
                 calendar.set(Calendar.MONTH, 0);
                 whereSql.append(DateUtils.format(calendar.getTime(), PATTERN_MON));
                 whereSql.append("'");
@@ -248,12 +255,18 @@
 
         // 拼接SELECT
         StringBuilder selectSql = new StringBuilder();
-        selectSql.append(indItem.getDimension());
-        selectSql.append(", ");
-        selectSql.append(result.getSelectSql());
-        selectSql.append(", ");
-        selectSql.append(indItem.getTimeLabel());
-        selectSql.append(" data_time");
+        if (StringUtils.isNotBlank(indItem.getDimension()) && StringUtils.isNotBlank(result.getIndItemAtom().getStatFunc())) {
+            selectSql.append(indItem.getDimension());
+            selectSql.append(", ");
+            selectSql.append(result.getSelectSql());
+        } else if (StringUtils.isBlank(indItem.getDimension()) && StringUtils.isNotBlank(result.getIndItemAtom().getStatFunc())) {
+            selectSql.append(result.getSelectSql());
+        } else {
+            selectSql.append(result.getSelectSql());
+            selectSql.append(", ");
+            selectSql.append(indItem.getTimeLabel());
+            selectSql.append(" data_time");
+        }
         result.setSelectSql(selectSql.toString());
 
         // 拼接WHERE
@@ -261,22 +274,28 @@
         whereSql.append(" ");
         whereSql.append(indItem.getTimeLabel());
         whereSql.append(" <= '");
-        whereSql.append(DateUtils.format(endTime, PATTERN_MON));
-        whereSql.append("' AND >= '");
-        whereSql.append(DateUtils.format(startTime, PATTERN_MON));
+        whereSql.append(DateUtils.format(endTime, DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND));
+        whereSql.append("' AND ");
+        whereSql.append(indItem.getTimeLabel());
+        whereSql.append(" >= '");
+        whereSql.append(DateUtils.format(startTime, DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND));
         whereSql.append("'");
         result.setWhereSql(whereSql.toString());
 
         // 拼接GROUP
         StringBuilder groupSql = new StringBuilder();
-        groupSql.append(" GROUP BY ");
-        groupSql.append(indItem.getDimension());
+        if (StringUtils.isNotBlank(indItem.getDimension())) {
+            groupSql.append(indItem.getDimension());
+        }
         result.setGroupSql(groupSql.toString());
 
         // 拼接ORDER
         StringBuilder orderBySql = new StringBuilder();
-        orderBySql.append(indItem.getTimeLabel());
-        result.setOrderBySql(orderBySql.toString());
+        if (StringUtils.isNotBlank(indItem.getDimension()) && indItem.getDimension().equals(indItem.getTimeLabel())) {
+            orderBySql.append(indItem.getTimeLabel());
+            result.setOrderBySql(orderBySql.toString());
+        }
+
         return result;
     }
 }
\ No newline at end of file
diff --git a/iailab-module-data/iailab-module-data-biz/src/main/java/com/iailab/module/data/ind/item/service/IndItemService.java b/iailab-module-data/iailab-module-data-biz/src/main/java/com/iailab/module/data/ind/item/service/IndItemService.java
index 593bdcd..e320ecc 100644
--- a/iailab-module-data/iailab-module-data-biz/src/main/java/com/iailab/module/data/ind/item/service/IndItemService.java
+++ b/iailab-module-data/iailab-module-data-biz/src/main/java/com/iailab/module/data/ind/item/service/IndItemService.java
@@ -8,6 +8,7 @@
 import com.iailab.module.data.ind.item.vo.IndItemSaveReqVO;
 
 import java.util.List;
+import java.util.Set;
 
 /**
  * @author PanZhibao
@@ -29,4 +30,6 @@
     void delete(String id);
 
     List<IndItemRespVO> getList(IndItemPageReqVO reqVO);
+
+    List<IndItemEntity> getInfoByIds(Set<String> indIds);
 }
\ No newline at end of file
diff --git a/iailab-module-data/iailab-module-data-biz/src/main/java/com/iailab/module/data/ind/item/service/impl/IndItemServiceImpl.java b/iailab-module-data/iailab-module-data-biz/src/main/java/com/iailab/module/data/ind/item/service/impl/IndItemServiceImpl.java
index 50ac0c4..6f5da02 100644
--- a/iailab-module-data/iailab-module-data-biz/src/main/java/com/iailab/module/data/ind/item/service/impl/IndItemServiceImpl.java
+++ b/iailab-module-data/iailab-module-data-biz/src/main/java/com/iailab/module/data/ind/item/service/impl/IndItemServiceImpl.java
@@ -23,6 +23,7 @@
 
 import java.util.Date;
 import java.util.List;
+import java.util.Set;
 import java.util.UUID;
 
 /**
@@ -127,4 +128,9 @@
     public List<IndItemRespVO> getList(IndItemPageReqVO reqVO) {
         return baseDao.getItemList(reqVO);
     }
+
+    @Override
+    public List<IndItemEntity> getInfoByIds(Set<String> indIds) {
+        return baseDao.selectBatchIds(indIds);
+    }
 }
\ No newline at end of file
diff --git a/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mdk/sample/PredictSampleDataConstructor.java b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mdk/sample/PredictSampleDataConstructor.java
index 9fb4dd6..abdeba2 100644
--- a/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mdk/sample/PredictSampleDataConstructor.java
+++ b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mdk/sample/PredictSampleDataConstructor.java
@@ -1,5 +1,10 @@
 package com.iailab.module.model.mdk.sample;
 
+import cn.hutool.core.date.DateUtil;
+import com.iailab.module.data.api.ind.IndItemApi;
+import com.iailab.module.data.api.ind.dto.ApiIndItemDTO;
+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.plan.dto.ApiPlanItemDTO;
 import com.iailab.module.data.api.point.DataPointApi;
@@ -8,8 +13,6 @@
 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.common.enums.OutResultType;
-import com.iailab.module.model.mcs.pre.entity.MmItemOutputEntity;
 import com.iailab.module.model.mcs.pre.service.MmItemOutputService;
 import com.iailab.module.model.mcs.pre.service.MmItemResultJsonService;
 import com.iailab.module.model.mcs.pre.service.MmItemResultService;
@@ -21,7 +24,6 @@
 import com.iailab.module.model.mdk.sample.dto.SampleInfo;
 import com.iailab.module.model.mdk.vo.DataValueVO;
 import lombok.extern.slf4j.Slf4j;
-import org.apache.commons.lang3.StringUtils;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 import org.springframework.beans.factory.annotation.Autowired;
@@ -47,6 +49,9 @@
     private PlanItemApi planItemApi;
 
     @Autowired
+    private IndItemApi indItemApi;
+
+    @Autowired
     private MmItemResultService mmItemResultService;
 
     @Autowired
@@ -70,6 +75,7 @@
         List<SampleData> sampleDataList = new ArrayList<>();
         Map<String, ApiPointDTO> pointMap = sampleInfo.getPointMap();
         Map<String, ApiPlanItemDTO> planMap = sampleInfo.getPlanMap();
+        Map<String, ApiIndItemDTO> indMap = sampleInfo.getIndMap();
         //对每个爪分别进行计算
         for (ColumnItemPort entry : sampleInfo.getColumnInfo()) {
             //先依据爪内数据项的modelParamOrder进行排序——重写comparator匿名函数
@@ -91,7 +97,7 @@
             //对每一项依次进行数据查询,然后将查询出的值赋给matrix对应的位置
             for (int i = 0; i < entry.getColumnItemList().size(); i++) {
                 try {
-                    List<DataValueVO> dataEntityList = getData(entry.getColumnItemList().get(i), pointMap, planMap);
+                    List<DataValueVO> dataEntityList = getData(entry.getColumnItemList().get(i), pointMap, planMap,indMap);
                     //补全数据
                     ColumnItem columnItem = entry.getColumnItemList().get(i);
                     dataEntityList = super.completionData(matrix.length, dataEntityList, columnItem.startTime, columnItem.endTime, columnItem.getParamType(),columnItem.getGranularity());
@@ -124,10 +130,11 @@
      * @param columnItem
      * @param pointMap
      * @param planMap
+     * @param indMap
      * @return
      * @throws Exception
      */
-    private List<DataValueVO> getData(ColumnItem columnItem, Map<String, ApiPointDTO> pointMap, Map<String, ApiPlanItemDTO> planMap) throws Exception {
+    private List<DataValueVO> getData(ColumnItem columnItem, Map<String, ApiPointDTO> pointMap, Map<String, ApiPlanItemDTO> planMap, Map<String, ApiIndItemDTO> indMap) throws Exception {
         List<DataValueVO> dataList = new ArrayList<>();
         String paramType = columnItem.getParamType();
         switch (ModelParamType.getEumByCode(paramType)) {
@@ -171,6 +178,23 @@
                     vo.setDataValue(t.getDataValue());
                     return vo;
                 }).collect(Collectors.toList());
+            case IND:
+                ApiIndItemQueryDTO queryIndItemDTO = new ApiIndItemQueryDTO();
+                ApiIndItemDTO intItem = indMap.get(columnItem.getParamId());
+                queryIndItemDTO.setItemNo(intItem.getItemNo());
+                queryIndItemDTO.setStart(columnItem.getStartTime());
+                queryIndItemDTO.setEnd(columnItem.getEndTime());
+                List<ApiIndItemValueDTO> indItemValueList = indItemApi.queryIndItemHistoryValue(queryIndItemDTO);
+                if (CollectionUtils.isEmpty(indItemValueList)) {
+                    break;
+                }
+
+                dataList = indItemValueList.stream().map(t -> {
+                    DataValueVO vo = new DataValueVO();
+                    vo.setDataTime(DateUtil.parse(t.getDataTime()));
+                    vo.setDataValue(t.getDataValue());
+                    return vo;
+                }).collect(Collectors.toList());
             default:
                 break;
         }
diff --git a/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mdk/sample/PredictSampleInfoConstructor.java b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mdk/sample/PredictSampleInfoConstructor.java
index 5a162f0..6d93c9f 100644
--- a/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mdk/sample/PredictSampleInfoConstructor.java
+++ b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mdk/sample/PredictSampleInfoConstructor.java
@@ -1,5 +1,7 @@
 package com.iailab.module.model.mdk.sample;
 
+import com.iailab.module.data.api.ind.IndItemApi;
+import com.iailab.module.data.api.ind.dto.ApiIndItemDTO;
 import com.iailab.module.data.api.plan.PlanItemApi;
 import com.iailab.module.data.api.plan.dto.ApiPlanItemDTO;
 import com.iailab.module.data.api.point.DataPointApi;
@@ -43,6 +45,9 @@
     @Autowired
     private PlanItemApi planItemApi;
 
+    @Autowired
+    private IndItemApi indItemApi;
+
     /**
      * 返回样本矩阵的列数
      *
@@ -84,6 +89,10 @@
         Set<String> planIds = modelInputParamEntityList.stream().filter(e -> ModelParamType.getEumByCode(e.getModelparamtype()).equals(ModelParamType.PLAN)).map(MmModelParamEntity::getModelparamid).collect(Collectors.toSet());
         List<ApiPlanItemDTO> plans = planItemApi.getInfoByIds(planIds);
         Map<String, ApiPlanItemDTO> planMap = plans.stream().collect(Collectors.toMap(ApiPlanItemDTO::getId, Function.identity(), (e1, e2) -> e1));
+        // 统一获取指标数据的信息
+        Set<String> indIds = modelInputParamEntityList.stream().filter(e -> ModelParamType.getEumByCode(e.getModelparamtype()).equals(ModelParamType.IND)).map(MmModelParamEntity::getModelparamid).collect(Collectors.toSet());
+        List<ApiIndItemDTO> inds = indItemApi.getInfoByIds(indIds);
+        Map<String, ApiIndItemDTO> indMap = inds.stream().collect(Collectors.toMap(ApiIndItemDTO::getId, Function.identity(), (e1, e2) -> e1));
 
         for (MmModelParamEntity entry : modelInputParamEntityList) {
             columnInfo.setParamType(entry.getModelparamtype());
@@ -91,7 +100,7 @@
             columnInfo.setDataLength(super.getDataLength(dynamicDataLength, entry.getModelparamportorder(), entry.getDatalength()));
             columnInfo.setModelParamOrder(entry.getModelparamorder());
             columnInfo.setModelParamPortOrder(entry.getModelparamportorder());
-            columnInfo.setGranularity(super.getGranularity(columnInfo, pointMap, planMap));
+            columnInfo.setGranularity(super.getGranularity(columnInfo, pointMap, planMap,indMap));
             columnInfo.setStartTime(getStartTime(columnInfo, predictTime));
             columnInfo.setEndTime(getEndTime(columnInfo, predictTime));
 
@@ -119,6 +128,7 @@
         sampleInfo.setColumnInfo(resultList);
         sampleInfo.setPointMap(pointMap);
         sampleInfo.setPlanMap(planMap);
+        sampleInfo.setIndMap(indMap);
         return sampleInfo;
     }
 
diff --git a/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mdk/sample/SampleDataConstructor.java b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mdk/sample/SampleDataConstructor.java
index 5c7cda8..6915322 100644
--- a/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mdk/sample/SampleDataConstructor.java
+++ b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mdk/sample/SampleDataConstructor.java
@@ -90,28 +90,27 @@
                 mins = ((end - start) / oneMin);
                 break;
             case IND:
-                // 指标数据
-                oneMin = 24 * 60 * 60 * 1000;
-                Calendar calendar2 = Calendar.getInstance();
-                calendar2.setTime(startTime);
-                calendar2.set(Calendar.HOUR_OF_DAY, 0);
-                calendar2.set(Calendar.MINUTE, 0);
-                calendar2.set(Calendar.SECOND, 0);
-                start = calendar2.getTime().getTime();
-
-                calendar2.setTime(endTime);
-                calendar2.set(Calendar.HOUR_OF_DAY, 0);
-                calendar2.set(Calendar.MINUTE, 0);
-                calendar2.set(Calendar.SECOND, 0);
-                end = calendar2.getTime().getTime();
-                mins = ((end - start) / oneMin);
+                // 测点值
+                oneMin = 1000L * granularity;
+                // 设置时间偏移量
+                if (granularity >= 24*60*60) {
+                    // 如果时间粒度大于等于一天,因为时区问题,特殊处理,否则时间为8:00,而非0:00
+                    start = start - ((start+8*60*60*1000) % oneMin);
+                    end = end - ((end+8*60*60*1000) % oneMin);
+                } else {
+                    start = start - (start % oneMin);
+                    end = end - (end % oneMin);
+                }
+                mins = ((end - start) / oneMin) + 1;
                 break;
             default:
                 break;
         }
         Map<Long, Double> sourceDataMap = new HashMap<>(dataEntityList.size());
         for (DataValueVO dataEntity : dataEntityList) {
-            sourceDataMap.put(dataEntity.getDataTime().getTime(), dataEntity.getDataValue());
+            if (null != dataEntity.getDataTime()) {
+                sourceDataMap.put(dataEntity.getDataTime().getTime(), dataEntity.getDataValue());
+            }
         }
 
         //找出缺少项
diff --git a/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mdk/sample/SampleInfoConstructor.java b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mdk/sample/SampleInfoConstructor.java
index 45273aa..48fa7e8 100644
--- a/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mdk/sample/SampleInfoConstructor.java
+++ b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mdk/sample/SampleInfoConstructor.java
@@ -82,9 +82,11 @@
         calendar.setTime(originalTime);
         switch (ModelParamType.getEumByCode(columnItem.getParamType())) {
             case DATAPOINT:
-            case IND:
             case PLAN:
                 dateTime = calculateTime(originalTime, true, columnItem.getDataLength(), columnItem.getGranularity());
+                break;
+            case IND:
+                dateTime = calculateTime(originalTime, true, columnItem.getDataLength()-1, columnItem.getGranularity());
                 break;
             case NORMALITEM:
             case MERGEITEM:
@@ -131,7 +133,7 @@
      * @return
      * @throws Exception
      */
-    protected Integer getGranularity(ColumnItem columnItem,Map<String, ApiPointDTO> pointMap, Map<String, ApiPlanItemDTO> planMap) {
+    protected Integer getGranularity(ColumnItem columnItem,Map<String, ApiPointDTO> pointMap, Map<String, ApiPlanItemDTO> planMap,Map<String, ApiIndItemDTO> indMap) {
         // 默认60s
         Integer granularity = 60;
         switch (ModelParamType.getEumByCode(columnItem.getParamType())) {
@@ -144,7 +146,7 @@
                 granularity = mmPredictItemService.getItemByOutPutId(columnItem.getParamId()).getGranularity();
                 break;
             case IND:
-                ApiIndItemDTO indItemDTO = indItemApi.getInfoById(columnItem.getParamId());
+                ApiIndItemDTO indItemDTO = indMap.get(columnItem.getParamId());
                 granularity = TimeGranularitySecEnum.getEumByCode(indItemDTO.getTimeGranularity()).getValue();;
                 break;
             case PLAN:
diff --git a/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mdk/sample/ScheduleSampleInfoConstructor.java b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mdk/sample/ScheduleSampleInfoConstructor.java
index acec837..36683ef 100644
--- a/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mdk/sample/ScheduleSampleInfoConstructor.java
+++ b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mdk/sample/ScheduleSampleInfoConstructor.java
@@ -1,9 +1,12 @@
 package com.iailab.module.model.mdk.sample;
 
+import com.iailab.module.data.api.ind.IndItemApi;
+import com.iailab.module.data.api.ind.dto.ApiIndItemDTO;
 import com.iailab.module.data.api.plan.PlanItemApi;
 import com.iailab.module.data.api.plan.dto.ApiPlanItemDTO;
 import com.iailab.module.data.api.point.DataPointApi;
 import com.iailab.module.data.api.point.dto.ApiPointDTO;
+import com.iailab.module.model.mcs.pre.entity.MmModelParamEntity;
 import com.iailab.module.model.mcs.sche.entity.StScheduleModelParamEntity;
 import com.iailab.module.model.mcs.sche.service.StScheduleModelParamService;
 import com.iailab.module.model.mdk.common.enums.ModelParamType;
@@ -29,6 +32,9 @@
 
     @Autowired
     private PlanItemApi planItemApi;
+
+    @Autowired
+    private IndItemApi indItemApi;
 
     @Override
     protected Integer getSampleColumn(String modelId) {
@@ -58,6 +64,10 @@
         Set<String> planIds = modelInputParamEntityList.stream().filter(e -> ModelParamType.getEumByCode(e.getModelparamtype()).equals(ModelParamType.PLAN)).map(StScheduleModelParamEntity::getModelparamid).collect(Collectors.toSet());
         List<ApiPlanItemDTO> plans = planItemApi.getInfoByIds(planIds);
         Map<String, ApiPlanItemDTO> planMap = plans.stream().collect(Collectors.toMap(ApiPlanItemDTO::getId, Function.identity(), (e1, e2) -> e1));
+        // 统一获取指标数据的信息
+        Set<String> indIds = modelInputParamEntityList.stream().filter(e -> ModelParamType.getEumByCode(e.getModelparamtype()).equals(ModelParamType.IND)).map(StScheduleModelParamEntity::getModelparamid).collect(Collectors.toSet());
+        List<ApiIndItemDTO> inds = indItemApi.getInfoByIds(indIds);
+        Map<String, ApiIndItemDTO> indMap = inds.stream().collect(Collectors.toMap(ApiIndItemDTO::getId, Function.identity(), (e1, e2) -> e1));
 
         for (StScheduleModelParamEntity entry : modelInputParamEntityList) {
             columnInfo.setParamType(entry.getModelparamtype());
@@ -65,7 +75,7 @@
             columnInfo.setDataLength(super.getDataLength(dynamicDataLength, entry.getModelparamportorder(), entry.getDatalength()));
             columnInfo.setModelParamOrder(entry.getModelparamorder());
             columnInfo.setModelParamPortOrder(entry.getModelparamportorder());
-            columnInfo.setGranularity(super.getGranularity(columnInfo, pointMap, planMap));
+            columnInfo.setGranularity(super.getGranularity(columnInfo, pointMap, planMap,indMap));
             columnInfo.setStartTime(getStartTime(columnInfo, predictTime));
             columnInfo.setEndTime(getEndTime(columnInfo, predictTime));
 
@@ -93,6 +103,7 @@
         sampleInfo.setColumnInfo(resultList);
         sampleInfo.setPointMap(pointMap);
         sampleInfo.setPlanMap(planMap);
+        sampleInfo.setIndMap(indMap);
         return sampleInfo;
     }
 
diff --git a/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mdk/sample/dto/SampleInfo.java b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mdk/sample/dto/SampleInfo.java
index 39bea32..065002a 100644
--- a/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mdk/sample/dto/SampleInfo.java
+++ b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mdk/sample/dto/SampleInfo.java
@@ -1,5 +1,6 @@
 package com.iailab.module.model.mdk.sample.dto;
 
+import com.iailab.module.data.api.ind.dto.ApiIndItemDTO;
 import com.iailab.module.data.api.plan.dto.ApiPlanItemDTO;
 import com.iailab.module.data.api.point.dto.ApiPointDTO;
 import lombok.AllArgsConstructor;
@@ -37,4 +38,6 @@
     private Map<String, ApiPointDTO> pointMap;
     // 所有计划数据信息,避免重复查询
     private Map<String, ApiPlanItemDTO> planMap;
+    // 所有计划数据信息,避免重复查询
+    private Map<String, ApiIndItemDTO> indMap;
 }
\ No newline at end of file

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