From b368e6092f83b98a9d81ba48b22ece51d5807112 Mon Sep 17 00:00:00 2001
From: 潘志宝 <979469083@qq.com>
Date: 星期四, 14 十一月 2024 11:29:14 +0800
Subject: [PATCH] 返回预测结果

---
 iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/service/impl/MmItemResultLastPointServiceImpl.java |   44 ++
 iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mcs/dto/AlarmMessageReqDTO.java                        |    4 
 iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/service/impl/MmItemResultJsonServiceImpl.java      |   41 ++
 iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mdk/dto/MdkScheduleRespDTO.java                        |    2 
 iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/entity/MmItemOutputEntity.java                     |    5 
 iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mcs/dto/PreDataBarLineReqVO.java                       |   34 ++
 iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mcs/dto/ScheduleSuggestRespDTO.java                    |    3 
 iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mcs/dto/PreDataBarLineRespVO.java                      |   40 ++
 iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mdk/dto/MdkPredictDataDTO.java                         |    4 
 iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mcs/dto/AlarmMessageRespDTO.java                       |    4 
 iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/entity/MmItemResultLastPointEntity.java            |   42 ++
 iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mcs/McsApi.java                                        |   24 
 iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mdk/dto/MdkPredictItemRespDTO.java                     |    4 
 iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mcs/dto/PreDataViewRespDTO.java                        |    6 
 iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/service/MmItemResultLastPointService.java          |   17 +
 iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mcs/dto/PreDataViewReqDTO.java                         |    8 
 iailab-module-model/iailab-module-model-biz/db/mysql.sql                                                                                     |    3 
 iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/service/MmItemResultService.java                   |    2 
 iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/service/MmPredictItemService.java                  |    2 
 iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mcs/dto/ScheduleModelSettingReqDTO.java                |   11 
 iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mcs/dto/ScheduleSuggestReqDTO.java                     |    3 
 iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/dao/MmItemResultLastPointDao.java                  |   16 +
 iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/entity/MmItemResultJsonEntity.java                 |    2 
 iailab-module-model/iailab-module-model-biz/src/main/resources/mapper/mcs/MmPredictItemDao.xml                                               |   24 
 iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mdk/vo/ItemVO.java                                         |    7 
 iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/dao/MmItemResultJsonDao.java                       |   16 +
 iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/service/MmItemResultJsonService.java               |   17 +
 iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/service/MmItemOutputService.java                   |    2 
 iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/service/impl/MmItemOutputServiceImpl.java          |   12 
 iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/api/McsApiImpl.java                                        |  245 ++++++++++++++++
 iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/api/MdkApiImpl.java                                        |    1 
 iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mcs/dto/PredictModelSettingReqDTO.java                 |   10 
 /dev/null                                                                                                                                    |   22 -
 iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/service/impl/MmItemResultServiceImpl.java          |   21 +
 iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/controller/admin/MmPredictItemController.java      |  168 -----------
 iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/service/impl/MmPredictItemServiceImpl.java         |    6 
 iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mcs/dto/PredictItemInfoDTO.java                        |   10 
 37 files changed, 638 insertions(+), 244 deletions(-)

diff --git a/iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mcs/McsApi.java b/iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mcs/McsApi.java
index 99d264b..42bc079 100644
--- a/iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mcs/McsApi.java
+++ b/iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mcs/McsApi.java
@@ -1,6 +1,5 @@
 package com.iailab.module.model.api.mcs;
 
-import com.iailab.framework.common.pojo.CommonResult;
 import com.iailab.module.model.api.mcs.dto.*;
 import com.iailab.module.model.enums.ApiConstants;
 import io.swagger.v3.oas.annotations.Operation;
@@ -20,40 +19,39 @@
  * @createTime 2024年08月26日
  */
 @FeignClient(name = ApiConstants.NAME)
-@Tag(name = "RPC 服务 - 模型配置接口")
+@Tag(name = "RPC 服务 - 模型配置信息接口")
 public interface McsApi {
 
     String PREFIX = ApiConstants.PREFIX + "/mcs";
 
-    @GetMapping(PREFIX + "/predict-item-tree")
+    @GetMapping(PREFIX + "/predict-item/tree")
     @Operation(summary = "预测项树")
-    CommonResult<List<PredictItemTreeDTO>> getPredictItemTree();
+    List<PredictItemTreeDTO> getPredictItemTree();
 
-    @GetMapping(PREFIX + "/predict-item-info")
-    @Operation(summary = "预测项详情")
-    CommonResult<PredictItemInfoDTO> getPredictItemInfo(@RequestParam Map<String, Object> params);
+    @PostMapping(PREFIX + "/predict-data/charts")
+    PreDataBarLineRespVO getPreDataCharts(@RequestBody PreDataBarLineReqVO reqVO);
 
     @PostMapping(PREFIX + "/alarm-message/create")
     @Operation(summary = "添加预警信息")
-    CommonResult<Boolean> createAlarmMessage(@RequestBody AlarmMessageRespDTO dto);
+    Boolean createAlarmMessage(@RequestBody AlarmMessageRespDTO dto);
 
     @GetMapping(PREFIX + "/alarm-message/list")
     @Operation(summary = "获取预警信息列表")
-    CommonResult<AlarmMessageRespDTO> listAlarmMessage(@RequestParam Map<String, Object> params);
+    List<AlarmMessageRespDTO> listAlarmMessage(@RequestParam Map<String, Object> params);
 
     @PostMapping(PREFIX + "/schedule-suggest/create")
     @Operation(summary = "添加调度建议")
-    CommonResult<Boolean> createScheduleSuggest(@RequestBody ScheduleSuggestRespDTO dto);
+    Boolean createScheduleSuggest(@RequestBody ScheduleSuggestRespDTO dto);
 
     @GetMapping(PREFIX + "/alarm-message/list")
     @Operation(summary = "获取调度建议列表")
-    CommonResult<ScheduleSuggestRespDTO> listScheduleSuggest(@RequestParam ScheduleSuggestReqDTO params);
+    List<ScheduleSuggestRespDTO> listScheduleSuggest(@RequestParam ScheduleSuggestReqDTO params);
 
     @PostMapping(PREFIX + "/predict-model-setting/modify")
     @Operation(summary = "修改预测模型设置参数")
-    CommonResult<Boolean> modifyPredictModelSetting(@RequestBody List<PredictModelSettingReqDTO> dtos);
+    Boolean modifyPredictModelSetting(@RequestBody List<PredictModelSettingReqDTO> dtos);
 
     @PostMapping(PREFIX + "/schedule-model-setting/modify")
     @Operation(summary = "修改调度模型设置参数")
-    CommonResult<Boolean> modifyScheduleModelSetting(@RequestBody List<ScheduleModelSettingReqDTO> dtos);
+    Boolean modifyScheduleModelSetting(@RequestBody List<ScheduleModelSettingReqDTO> dtos);
 }
\ No newline at end of file
diff --git a/iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mcs/dto/AlarmMessageReqDTO.java b/iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mcs/dto/AlarmMessageReqDTO.java
index a55af61..4389fc2 100644
--- a/iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mcs/dto/AlarmMessageReqDTO.java
+++ b/iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mcs/dto/AlarmMessageReqDTO.java
@@ -1,5 +1,6 @@
 package com.iailab.module.model.api.mcs.dto;
 
+import com.fasterxml.jackson.annotation.JsonFormat;
 import io.swagger.v3.oas.annotations.media.Schema;
 import lombok.Data;
 
@@ -26,11 +27,14 @@
     private String itemId;
 
     @Schema(description = "预警时间")
+    @JsonFormat(pattern = "yyyy-MM-dd HH:mm", timezone = "GMT+8")
     private Date alarmTime;
 
     @Schema(description = "开始时间")
+    @JsonFormat(pattern = "yyyy-MM-dd HH:mm", timezone = "GMT+8")
     private Date startTime;
 
     @Schema(description = "结束时间")
+    @JsonFormat(pattern = "yyyy-MM-dd HH:mm", timezone = "GMT+8")
     private Date endTime;
 }
\ No newline at end of file
diff --git a/iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mcs/dto/AlarmMessageRespDTO.java b/iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mcs/dto/AlarmMessageRespDTO.java
index c9d164d..a6dc52b 100644
--- a/iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mcs/dto/AlarmMessageRespDTO.java
+++ b/iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mcs/dto/AlarmMessageRespDTO.java
@@ -6,6 +6,7 @@
  * @createTime 2024年08月29日
  */
 
+import com.fasterxml.jackson.annotation.JsonFormat;
 import io.swagger.v3.oas.annotations.media.Schema;
 import lombok.Data;
 
@@ -46,15 +47,18 @@
     private BigDecimal currentValue;
 
     @Schema(description = "超出时间")
+    @JsonFormat(pattern = "yyyy-MM-dd HH:mm:ss", timezone = "GMT+8")
     private Date outTime;
 
     @Schema(description = "超出值")
     private BigDecimal outValue;
 
     @Schema(description = "预警类型")
+    @JsonFormat(pattern = "yyyy-MM-dd HH:mm:ss", timezone = "GMT+8")
     private String alarmType;
 
     @Schema(description = "预警时间")
+    @JsonFormat(pattern = "yyyy-MM-dd HH:mm:ss", timezone = "GMT+8")
     private Date alarmTime;
 
 }
\ No newline at end of file
diff --git a/iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mcs/dto/PreDataBarLineReqVO.java b/iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mcs/dto/PreDataBarLineReqVO.java
new file mode 100644
index 0000000..da490a2
--- /dev/null
+++ b/iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mcs/dto/PreDataBarLineReqVO.java
@@ -0,0 +1,34 @@
+package com.iailab.module.model.api.mcs.dto;
+
+import com.fasterxml.jackson.annotation.JsonFormat;
+import io.swagger.v3.oas.annotations.media.Schema;
+import lombok.Data;
+
+import java.io.Serializable;
+import java.util.Date;
+import java.util.List;
+
+/**
+ * @author PanZhibao
+ * @Description
+ * @createTime 2024年11月13日
+ */
+@Data
+public class PreDataBarLineReqVO implements Serializable {
+    private static final long serialVersionUID = 1L;
+
+    @Schema(description = "查询ID列表")
+    private List<String[]> queryIds;
+
+    @Schema(description = "预测时间")
+    @JsonFormat(pattern = "yyyy-MM-dd HH:mm:ss", timezone = "GMT+8")
+    private Date predictTime;
+
+    @Schema(description = "开始时间")
+    @JsonFormat(pattern = "yyyy-MM-dd HH:mm:ss", timezone = "GMT+8")
+    private Date startTime;
+
+    @Schema(description = "结束时间")
+    @JsonFormat(pattern = "yyyy-MM-dd HH:mm:ss", timezone = "GMT+8")
+    private Date endTime;
+}
\ No newline at end of file
diff --git a/iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mcs/dto/PreDataBarLineRespVO.java b/iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mcs/dto/PreDataBarLineRespVO.java
new file mode 100644
index 0000000..c59975f
--- /dev/null
+++ b/iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mcs/dto/PreDataBarLineRespVO.java
@@ -0,0 +1,40 @@
+package com.iailab.module.model.api.mcs.dto;
+
+import com.fasterxml.jackson.annotation.JsonFormat;
+import io.swagger.v3.oas.annotations.media.Schema;
+import lombok.Data;
+
+import java.io.Serializable;
+import java.util.Date;
+import java.util.List;
+
+/**
+ * @author PanZhibao
+ * @Description
+ * @createTime 2024年11月13日
+ */
+@Data
+public class PreDataBarLineRespVO implements Serializable {
+    private static final long serialVersionUID = 1L;
+
+    @Schema(description = "预测时间")
+    @JsonFormat(pattern = "yyyy-MM-dd HH:mm:ss", timezone = "GMT+8")
+    private Date predictTime;
+
+    @Schema(description = "开始时间")
+    @JsonFormat(pattern = "yyyy-MM-dd HH:mm:ss", timezone = "GMT+8")
+    private Date startTime;
+
+    @Schema(description = "结束时间")
+    @JsonFormat(pattern = "yyyy-MM-dd HH:mm:ss", timezone = "GMT+8")
+    private Date endTime;
+
+    @Schema(description = "图例")
+    private List<String> legend;
+
+    @Schema(description = "X轴数据")
+    private List<String> categories;
+
+    @Schema(description = "图表数据")
+    private List<PreDataViewRespDTO> dataViewList;
+}
\ No newline at end of file
diff --git a/iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mcs/dto/PreDataViewReqDTO.java b/iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mcs/dto/PreDataViewReqDTO.java
index 3ae56b2..37e8537 100644
--- a/iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mcs/dto/PreDataViewReqDTO.java
+++ b/iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mcs/dto/PreDataViewReqDTO.java
@@ -1,8 +1,10 @@
 package com.iailab.module.model.api.mcs.dto;
 
+import com.fasterxml.jackson.annotation.JsonFormat;
 import io.swagger.v3.oas.annotations.media.Schema;
 import lombok.Data;
 
+import java.io.Serializable;
 import java.util.Date;
 
 /**
@@ -12,14 +14,18 @@
  */
 @Schema(description = "RPC 模型 - 预测数据 DTO")
 @Data
-public class PreDataViewReqDTO {
+public class PreDataViewReqDTO implements Serializable {
+    private static final long serialVersionUID = 1L;
 
     @Schema(description = "预测项ID", requiredMode = Schema.RequiredMode.REQUIRED, example = "1")
     private String itemId;
 
+    @JsonFormat(pattern = "yyyy-MM-dd HH:mm:ss", timezone = "GMT+8")
     private String startTime;
 
+    @JsonFormat(pattern = "yyyy-MM-dd HH:mm:ss", timezone = "GMT+8")
     private String endTime;
 
+    @JsonFormat(pattern = "yyyy-MM-dd HH:mm:ss", timezone = "GMT+8")
     private Date predictTime;
 }
\ No newline at end of file
diff --git a/iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mcs/dto/PreDataViewRespDTO.java b/iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mcs/dto/PreDataViewRespDTO.java
index add373f..f01b123 100644
--- a/iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mcs/dto/PreDataViewRespDTO.java
+++ b/iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mcs/dto/PreDataViewRespDTO.java
@@ -1,8 +1,10 @@
 package com.iailab.module.model.api.mcs.dto;
 
+import com.fasterxml.jackson.annotation.JsonFormat;
 import io.swagger.v3.oas.annotations.media.Schema;
 import lombok.Data;
 
+import java.io.Serializable;
 import java.math.BigDecimal;
 import java.util.Date;
 import java.util.List;
@@ -15,7 +17,8 @@
  */
 @Schema(description = "RPC 模型 - 预测数据 DTO")
 @Data
-public class PreDataViewRespDTO {
+public class PreDataViewRespDTO implements Serializable {
+    private static final long serialVersionUID = 1L;
 
     @Schema(description = "预测项ID")
     private String itemId;
@@ -24,6 +27,7 @@
     private String itemName;
 
     @Schema(description = "预测时间")
+    @JsonFormat(pattern = "yyyy-MM-dd HH:mm:ss", timezone = "GMT+8")
     private Date predictTime;
 
     @Schema(description = "量程上限")
diff --git a/iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mcs/dto/PredictItemInfoDTO.java b/iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mcs/dto/PredictItemInfoDTO.java
index 3e5f060..6d50225 100644
--- a/iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mcs/dto/PredictItemInfoDTO.java
+++ b/iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mcs/dto/PredictItemInfoDTO.java
@@ -1,14 +1,14 @@
 package com.iailab.module.model.api.mcs.dto;
 
+import io.swagger.v3.oas.annotations.media.Schema;
 import lombok.Data;
 
 import java.io.Serializable;
 import java.math.BigDecimal;
-import java.util.Date;
-import java.util.List;
-import java.util.Map;
 
 /**
+ * 预测项信息
+ *
  * @author PanZhibao
  * @Description
  * @createTime 2024年07月31日
@@ -17,11 +17,15 @@
 public class PredictItemInfoDTO implements Serializable {
     private static final long serialVersionUID = 1L;
 
+    @Schema(description = "预测项ID")
     private String itemId;
 
+    @Schema(description = "预测项编号")
     private String itemNo;
 
+    @Schema(description = "预测项名称")
     private String itemName;
 
+    @Schema(description = "预测项长度")
     private BigDecimal predictLength;
 }
\ No newline at end of file
diff --git a/iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mcs/dto/PredictModelSettingReqDTO.java b/iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mcs/dto/PredictModelSettingReqDTO.java
index 5d1f29b..4408e34 100644
--- a/iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mcs/dto/PredictModelSettingReqDTO.java
+++ b/iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mcs/dto/PredictModelSettingReqDTO.java
@@ -3,7 +3,6 @@
 import io.swagger.v3.oas.annotations.media.Schema;
 import lombok.Data;
 
-import javax.validation.constraints.NotBlank;
 import java.io.Serializable;
 
 /**
@@ -16,15 +15,12 @@
 public class PredictModelSettingReqDTO implements Serializable {
     private static final long serialVersionUID = 1L;
 
+    @Schema(description = "模型ID")
     private String modelid;
 
-    /**
-     * 键
-     */
+    @Schema(description = "键")
     private String key;
 
-    /**
-     * 值
-     */
+    @Schema(description = "值")
     private String value;
 }
\ No newline at end of file
diff --git a/iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mcs/dto/ScheduleModelSettingReqDTO.java b/iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mcs/dto/ScheduleModelSettingReqDTO.java
index bd40728..ff5de3b 100644
--- a/iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mcs/dto/ScheduleModelSettingReqDTO.java
+++ b/iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mcs/dto/ScheduleModelSettingReqDTO.java
@@ -1,5 +1,7 @@
 package com.iailab.module.model.api.mcs.dto;
 
+import io.swagger.v3.oas.annotations.media.Schema;
+
 import java.io.Serializable;
 
 /**
@@ -10,15 +12,12 @@
 public class ScheduleModelSettingReqDTO implements Serializable {
     private static final long serialVersionUID = 1L;
 
+    @Schema(description = "模型ID")
     private String modelid;
 
-    /**
-     * 键
-     */
+    @Schema(description = "键")
     private String key;
 
-    /**
-     * 值
-     */
+    @Schema(description = "值")
     private String value;
 }
\ No newline at end of file
diff --git a/iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mcs/dto/ScheduleSuggestReqDTO.java b/iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mcs/dto/ScheduleSuggestReqDTO.java
index ba217bd..7efea0b 100644
--- a/iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mcs/dto/ScheduleSuggestReqDTO.java
+++ b/iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mcs/dto/ScheduleSuggestReqDTO.java
@@ -1,5 +1,6 @@
 package com.iailab.module.model.api.mcs.dto;
 
+import com.fasterxml.jackson.annotation.JsonFormat;
 import io.swagger.v3.oas.annotations.media.Schema;
 import lombok.Data;
 
@@ -26,9 +27,11 @@
     private String adjustObj;
 
     @Schema(description = "开始时间")
+    @JsonFormat(pattern = "yyyy-MM-dd HH:mm:ss", timezone = "GMT+8")
     private Date startTime;
 
     @Schema(description = "结束时间")
+    @JsonFormat(pattern = "yyyy-MM-dd HH:mm:ss", timezone = "GMT+8")
     private Date endTime;
 
 }
\ No newline at end of file
diff --git a/iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mcs/dto/ScheduleSuggestRespDTO.java b/iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mcs/dto/ScheduleSuggestRespDTO.java
index a0418c1..bb11c48 100644
--- a/iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mcs/dto/ScheduleSuggestRespDTO.java
+++ b/iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mcs/dto/ScheduleSuggestRespDTO.java
@@ -1,5 +1,6 @@
 package com.iailab.module.model.api.mcs.dto;
 
+import com.fasterxml.jackson.annotation.JsonFormat;
 import io.swagger.v3.oas.annotations.media.Schema;
 import lombok.Data;
 
@@ -61,9 +62,11 @@
     private BigDecimal adjustTimes;
 
     @Schema(description = "调整开始时间")
+    @JsonFormat(pattern = "yyyy-MM-dd HH:mm:ss", timezone = "GMT+8")
     private Date adjustStart;
 
     @Schema(description = "调整结束时间")
+    @JsonFormat(pattern = "yyyy-MM-dd HH:mm:ss", timezone = "GMT+8")
     private Date adjustEnd;
 
     @Schema(description = "建议时间")
diff --git a/iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mdk/dto/MdkPredictDataDTO.java b/iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mdk/dto/MdkPredictDataDTO.java
index 2391f63..6c03b78 100644
--- a/iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mdk/dto/MdkPredictDataDTO.java
+++ b/iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mdk/dto/MdkPredictDataDTO.java
@@ -1,5 +1,6 @@
 package com.iailab.module.model.api.mdk.dto;
 
+import com.fasterxml.jackson.annotation.JsonFormat;
 import io.swagger.v3.oas.annotations.media.Schema;
 import lombok.Data;
 
@@ -14,7 +15,10 @@
 @Data
 public class MdkPredictDataDTO {
 
+    @Schema(description = "数据时间")
+    @JsonFormat(pattern = "yyyy-MM-dd HH:mm", timezone = "GMT+8")
     private Date dataTime;
 
+    @Schema(description = "数据值")
     private Double dataValue;
 }
\ No newline at end of file
diff --git a/iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mdk/dto/MdkPredictItemRespDTO.java b/iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mdk/dto/MdkPredictItemRespDTO.java
index 424af2c..9c3202d 100644
--- a/iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mdk/dto/MdkPredictItemRespDTO.java
+++ b/iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mdk/dto/MdkPredictItemRespDTO.java
@@ -1,5 +1,6 @@
 package com.iailab.module.model.api.mdk.dto;
 
+import com.fasterxml.jackson.annotation.JsonFormat;
 import io.swagger.v3.oas.annotations.media.Schema;
 import lombok.Data;
 
@@ -18,8 +19,11 @@
 @Data
 public class MdkPredictItemRespDTO {
 
+    @Schema(description = "预测时间")
     private String itemId;
 
+    @Schema(description = "预测时间")
+    @JsonFormat(pattern = "yyyy-MM-dd HH:mm", timezone = "GMT+8")
     private Date predictTime;
 
     @Schema(description = "单个预测项预测结果,KEY为预测项目编码")
diff --git a/iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mdk/dto/MdkScheduleRespDTO.java b/iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mdk/dto/MdkScheduleRespDTO.java
index 1b88f23..ab3862a 100644
--- a/iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mdk/dto/MdkScheduleRespDTO.java
+++ b/iailab-module-model/iailab-module-model-api/src/main/java/com/iailab/module/model/api/mdk/dto/MdkScheduleRespDTO.java
@@ -1,5 +1,6 @@
 package com.iailab.module.model.api.mdk.dto;
 
+import com.fasterxml.jackson.annotation.JsonFormat;
 import io.swagger.v3.oas.annotations.media.Schema;
 import lombok.Data;
 
@@ -17,6 +18,7 @@
 
     private String scheduleCode;
 
+    @JsonFormat(pattern = "yyyy-MM-dd HH:mm", timezone = "GMT+8")
     private Date scheduleTime;
 
     private Map<String, Object> result;
diff --git a/iailab-module-model/iailab-module-model-biz/db/mysql.sql b/iailab-module-model/iailab-module-model-biz/db/mysql.sql
index 2cdaff8..4dab812 100644
--- a/iailab-module-model/iailab-module-model-biz/db/mysql.sql
+++ b/iailab-module-model/iailab-module-model-biz/db/mysql.sql
@@ -868,3 +868,6 @@
 INSERT INTO `iailab_plat_system`.`system_dict_type` (`id`, `name`, `type`, `status`, `remark`, `creator`, `create_time`, `updater`, `update_time`, `deleted`, `deleted_time`) VALUES (644, '模型结果数据类型', 'model_result_type', 0, '', '141', '2024-11-11 15:16:58', '141', '2024-11-11 15:16:58', b'0', '1970-01-01 00:00:00');
 INSERT INTO `iailab_plat_system`.`system_dict_data` (`id`, `sort`, `label`, `value`, `dict_type`, `status`, `color_type`, `css_class`, `remark`, `creator`, `create_time`, `updater`, `update_time`, `deleted`) VALUES (1628, 1, 'double[]', '1', 'model_result_type', 0, '', '', '', '141', '2024-11-11 15:21:05', '141', '2024-11-11 15:21:05', b'0');
 INSERT INTO `iailab_plat_system`.`system_dict_data` (`id`, `sort`, `label`, `value`, `dict_type`, `status`, `color_type`, `css_class`, `remark`, `creator`, `create_time`, `updater`, `update_time`, `deleted`) VALUES (1629, 2, 'double[][]', '2', 'model_result_type', 0, '', '', '', '141', '2024-11-11 15:21:17', '141', '2024-11-11 15:21:17', b'0');
+
+
+alter table t_mm_item_output add column `result_name` varchar(50) DEFAULT NULL;
\ No newline at end of file
diff --git a/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/api/McsApiImpl.java b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/api/McsApiImpl.java
new file mode 100644
index 0000000..5351dcd
--- /dev/null
+++ b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/api/McsApiImpl.java
@@ -0,0 +1,245 @@
+package com.iailab.module.model.api;
+
+import com.iailab.framework.common.util.date.DateUtils;
+import com.iailab.module.data.api.point.DataPointApi;
+import com.iailab.module.data.api.point.dto.ApiPointDTO;
+import com.iailab.module.data.api.point.dto.ApiPointValueDTO;
+import com.iailab.module.data.api.point.dto.ApiPointValueQueryDTO;
+import com.iailab.module.model.api.mcs.McsApi;
+import com.iailab.module.model.api.mcs.dto.*;
+import com.iailab.module.model.mcs.pre.entity.DmModuleEntity;
+import com.iailab.module.model.mcs.pre.entity.MmItemOutputEntity;
+import com.iailab.module.model.mcs.pre.service.*;
+import com.iailab.module.model.mcs.pre.vo.MmPredictItemRespVO;
+import lombok.extern.slf4j.Slf4j;
+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.math.BigDecimal;
+import java.util.*;
+
+/**
+ * @author PanZhibao
+ * @Description
+ * @createTime 2024年11月13日
+ */
+@Slf4j
+@RestController
+@Validated
+public class McsApiImpl implements McsApi {
+
+    @Autowired
+    private DmModuleService dmModuleService;
+
+    @Autowired
+    private MmPredictItemService mmPredictItemService;
+
+    @Autowired
+    private MmItemOutputService mmItemOutputService;
+
+    @Autowired
+    private MmItemResultService mmItemResultService;
+
+    @Autowired
+    private MmItemResultLastPointService mmItemResultLastPointService;
+
+    @Autowired
+    private DataPointApi dataPointApi;
+
+    private int HOUR_MINS = 60;
+
+    @Override
+    public List<PredictItemTreeDTO> getPredictItemTree() {
+        List<PredictItemTreeDTO> result = new ArrayList<>();
+
+        List<DmModuleEntity> moduleList = dmModuleService.list(new HashMap<>());
+        if (CollectionUtils.isEmpty(moduleList)) {
+            return result;
+        }
+        moduleList.forEach(item -> {
+            PredictItemTreeDTO moduleOpt = new PredictItemTreeDTO();
+            moduleOpt.setId(item.getId());
+            moduleOpt.setLabel(item.getModulename());
+            List<PredictItemTreeDTO> children = new ArrayList<>();
+            Map<String, Object> params = new HashMap<>(2);
+            params.put("status", 1);
+            params.put("moduleid", item.getId());
+            List<MmPredictItemRespVO> itemList = mmPredictItemService.list(params);
+            itemList.forEach(item1 -> {
+                PredictItemTreeDTO chd = new PredictItemTreeDTO();
+                chd.setLabel(item1.getItemname());
+                chd.setId(item1.getId());
+                children.add(chd);
+            });
+            moduleOpt.setChildren(children);
+            result.add(moduleOpt);
+        });
+        return result;
+    }
+
+    @Override
+    public PreDataBarLineRespVO getPreDataCharts(PreDataBarLineReqVO reqVO) {
+        PreDataBarLineRespVO result = new PreDataBarLineRespVO();
+        List<String[]> queryIds = reqVO.getQueryIds();
+        List<String> legends = new ArrayList<>();
+        List<PreDataViewRespDTO> dataViewList = new ArrayList<>();
+        if (CollectionUtils.isEmpty(reqVO.getQueryIds())) {
+            return result;
+        }
+        Date predictTime = reqVO.getPredictTime();
+        if (predictTime == null) {
+            DmModuleEntity dmModule = dmModuleService.getModuleByItemId(queryIds.get(0)[0]);
+            if (dmModule != null) {
+                predictTime = dmModule.getPredicttime();
+            } else {
+                Calendar calendar = Calendar.getInstance();
+                calendar.set(Calendar.MILLISECOND, 0);
+                calendar.set(Calendar.SECOND, 0);
+                predictTime = calendar.getTime();
+            }
+        }
+        Date startTime = reqVO.getStartTime();
+        if (startTime == null) {
+            Calendar calendar = Calendar.getInstance();
+            calendar.setTime(predictTime);
+            calendar.add(Calendar.HOUR_OF_DAY, -1);
+            startTime = calendar.getTime();
+        }
+        Date endTime = reqVO.getEndTime();
+        if (endTime == null) {
+            Calendar calendar = Calendar.getInstance();
+            calendar.setTime(predictTime);
+            calendar.add(Calendar.HOUR_OF_DAY, 1);
+            endTime = calendar.getTime();
+        }
+
+        for (int i = 0; i < queryIds.size(); i++) {
+            PreDataViewRespDTO viewDto = new PreDataViewRespDTO();
+            String itemId = queryIds.get(i)[0];
+            String outKey = queryIds.get(i)[1];
+            MmItemOutputEntity output = mmItemOutputService.getByItemid(itemId, outKey);
+            if (output == null) {
+               continue;
+            }
+            legends.add(output.getResultstr());
+            viewDto.setRealData(getHisData(output.getPointid(), startTime, endTime));
+            viewDto.setPreDataN(mmItemResultService.getData(output.getId(), startTime, endTime));
+            viewDto.setPreDataL(mmItemResultLastPointService.getData(output.getId(), startTime, endTime));
+
+            List<Double> values = new ArrayList<>();
+            if (!CollectionUtils.isEmpty(viewDto.getRealData())) {
+                List<Double> hisValues = new ArrayList<>();
+                viewDto.getRealData().forEach(item -> {
+                    values.add(Double.parseDouble(item[1].toString()));
+                    hisValues.add(Double.parseDouble(item[1].toString()));
+                });
+                viewDto.setHisMax(new BigDecimal(hisValues.stream().mapToDouble(Double::doubleValue).max().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
+                viewDto.setHisMin(new BigDecimal(hisValues.stream().mapToDouble(Double::doubleValue).min().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
+                viewDto.setHisAvg(new BigDecimal(hisValues.stream().mapToDouble(Double::doubleValue).average().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
+                viewDto.setHisCumulant(new BigDecimal(hisValues.stream().mapToDouble(Double::doubleValue).sum())
+                        .divide(new BigDecimal(HOUR_MINS), 2, BigDecimal.ROUND_HALF_UP));
+            }
+            if (!CollectionUtils.isEmpty(viewDto.getPreDataN())) {
+                viewDto.getPreDataN().forEach(item -> {
+                    values.add(Double.parseDouble(item[1].toString()));
+                });
+            }
+            if (!CollectionUtils.isEmpty(viewDto.getPreDataL())) {
+                List<Double> preValues = new ArrayList<>();
+                viewDto.getPreDataL().forEach(item -> {
+                    values.add(Double.parseDouble(item[1].toString()));
+                    preValues.add(Double.parseDouble(item[1].toString()));
+                });
+                viewDto.setPreMax(new BigDecimal(preValues.stream().mapToDouble(Double::doubleValue).max().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
+                viewDto.setPreMin(new BigDecimal(preValues.stream().mapToDouble(Double::doubleValue).min().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
+                viewDto.setPreAvg(new BigDecimal(preValues.stream().mapToDouble(Double::doubleValue).average().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
+            }
+            if (!CollectionUtils.isEmpty(viewDto.getCurData())) {
+                List<Double> preValues = new ArrayList<>();
+                viewDto.getCurData().forEach(item -> {
+                    values.add(Double.parseDouble(item[1].toString()));
+                    preValues.add(Double.parseDouble(item[1].toString()));
+                });
+                viewDto.setPreCumulant(new BigDecimal(preValues.stream().mapToDouble(Double::doubleValue).sum())
+                        .divide(new BigDecimal(HOUR_MINS), 2, BigDecimal.ROUND_HALF_UP));
+            }
+            if (!CollectionUtils.isEmpty(viewDto.getAdjData())) {
+                viewDto.getAdjData().forEach(item -> {
+                    values.add(Double.parseDouble(item[1].toString()));
+                });
+            }
+            if (!CollectionUtils.isEmpty(values)) {
+                viewDto.setMaxValue(new BigDecimal(values.stream().mapToDouble(Double::doubleValue).max().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
+                viewDto.setMinValue(new BigDecimal(values.stream().mapToDouble(Double::doubleValue).min().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
+            }
+            dataViewList.add(viewDto);
+        }
+        result.setStartTime(startTime);
+        result.setEndTime(endTime);
+        result.setPredictTime(predictTime);
+        result.setCategories(DateUtils.getTimeScale(startTime, endTime, 60));
+        result.setLegend(legends);
+        result.setDataViewList(dataViewList);
+        return result;
+    }
+
+    /**
+     * 获取真实值
+     *
+     * @param pointId
+     * @param startTime
+     * @param endTime
+     * @return
+     */
+    private List<Object[]> getHisData(String pointId, Date startTime, Date endTime) {
+        List<Object[]> result = new ArrayList<>();
+        ApiPointDTO pointDTO = dataPointApi.getInfoById(pointId);
+        ApiPointValueQueryDTO queryPointDto = new ApiPointValueQueryDTO();
+        queryPointDto.setPointNo(pointDTO.getPointNo());
+        queryPointDto.setStart(startTime);
+        queryPointDto.setEnd(endTime);
+        List<ApiPointValueDTO> valueDTOS = dataPointApi.queryPointHistoryValue(queryPointDto);
+        if (CollectionUtils.isEmpty(valueDTOS)) {
+            return result;
+        }
+        valueDTOS.forEach(item -> {
+            Object[] values = new Object[2];
+            values[0] = DateUtils.format(item.getDataTime(), DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND);
+            values[1] = item.getDataValue();
+            result.add(values);
+        });
+        return result;
+    }
+
+    @Override
+    public Boolean createAlarmMessage(AlarmMessageRespDTO dto) {
+        return true;
+    }
+
+    @Override
+    public List<AlarmMessageRespDTO> listAlarmMessage(Map<String, Object> params) {
+        return null;
+    }
+
+    @Override
+    public Boolean createScheduleSuggest(ScheduleSuggestRespDTO dto) {
+        return true;
+    }
+
+    @Override
+    public List<ScheduleSuggestRespDTO> listScheduleSuggest(ScheduleSuggestReqDTO params) {
+        return null;
+    }
+
+    @Override
+    public Boolean modifyPredictModelSetting(List<PredictModelSettingReqDTO> dtos) {
+        return true;
+    }
+
+    @Override
+    public Boolean modifyScheduleModelSetting(List<ScheduleModelSettingReqDTO> dtos) {
+        return true;
+    }
+}
\ No newline at end of file
diff --git a/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/api/MdkApiImpl.java b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/api/MdkApiImpl.java
index eb7267e..eb9ea4f 100644
--- a/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/api/MdkApiImpl.java
+++ b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/api/MdkApiImpl.java
@@ -4,7 +4,6 @@
 import com.iailab.framework.common.util.object.ConvertUtils;
 import com.iailab.module.model.api.mdk.MdkApi;
 import com.iailab.module.model.api.mdk.dto.*;
-import com.iailab.framework.common.pojo.CommonResult;
 import com.iailab.module.model.mcs.pre.entity.DmModuleEntity;
 import com.iailab.module.model.mcs.pre.service.DmModuleService;
 import com.iailab.module.model.mcs.pre.service.MmPredictItemService;
diff --git a/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/controller/admin/MmPredictItemController.java b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/controller/admin/MmPredictItemController.java
index 7bfdc9e..94fed54 100644
--- a/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/controller/admin/MmPredictItemController.java
+++ b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/controller/admin/MmPredictItemController.java
@@ -4,31 +4,21 @@
 import com.baomidou.dynamic.datasource.annotation.DSTransactional;
 import com.iailab.framework.common.pojo.CommonResult;
 import com.iailab.framework.common.pojo.PageResult;
-import com.iailab.framework.common.util.date.DateUtils;
 import com.iailab.module.model.common.enums.CommonConstant;
 import com.iailab.module.model.mcs.pre.dto.MmPredictItemDTO;
-import com.iailab.module.model.mcs.pre.entity.DmModuleEntity;
-import com.iailab.module.model.mcs.pre.entity.MmItemOutputEntity;
-import com.iailab.module.model.mcs.pre.entity.MmPredictItemEntity;
-import com.iailab.module.model.mcs.pre.service.DmModuleService;
-import com.iailab.module.model.mcs.pre.service.MmItemOutputService;
 import com.iailab.module.model.mcs.pre.service.MmPredictItemService;
 import com.iailab.module.model.mcs.pre.vo.*;
 import com.iailab.module.model.mpk.common.utils.IAILModelUtil;
 import lombok.extern.slf4j.Slf4j;
-import org.apache.commons.lang3.StringUtils;
 import org.springframework.beans.factory.annotation.Autowired;
 import org.springframework.beans.factory.annotation.Value;
 import org.springframework.security.access.prepost.PreAuthorize;
-import org.springframework.util.CollectionUtils;
 import org.springframework.validation.annotation.Validated;
 import org.springframework.web.bind.annotation.*;
 import org.springframework.web.multipart.MultipartFile;
 
 import javax.annotation.security.PermitAll;
 import java.io.File;
-import java.math.BigDecimal;
-import java.math.RoundingMode;
 import java.util.*;
 
 import static com.iailab.framework.common.pojo.CommonResult.success;
@@ -51,13 +41,6 @@
     @Autowired
     private MmPredictItemService mmPredictItemService;
 
-    @Autowired
-    private DmModuleService dmModuleService;
-
-    @Autowired
-    private MmItemOutputService mmItemOutputService;
-
-    private int HOUR_MINS = 60;
     /**
      * 预测项列表
      */
@@ -137,157 +120,6 @@
         file.transferTo(new File(uploadDir));
         Map<String, Object> result = iAILModelUtil.parseModel(uploadDir);
         result.put("originalFilename", file.getOriginalFilename().replace(CommonConstant.MDK_SUFFIX, ""));
-        return success(result);
-    }
-
-    @GetMapping("/tree")
-    public CommonResult<List<PreItemOptionVO>> itemTree() {
-        List<PreItemOptionVO> result = new ArrayList<>();
-
-        List<DmModuleEntity> moduleList = dmModuleService.list(new HashMap<>());
-        if (CollectionUtils.isEmpty(moduleList)) {
-            return success(result);
-        }
-        moduleList.forEach(item -> {
-            PreItemOptionVO moduleOpt = new PreItemOptionVO();
-            moduleOpt.setId(item.getId());
-            moduleOpt.setLabel(item.getModulename());
-            List<PreItemOptionVO> children = new ArrayList<>();
-            Map<String, Object> params = new HashMap<>(2);
-            params.put("status", 1);
-            params.put("moduleid", item.getId());
-            List<MmPredictItemRespVO> itemList = mmPredictItemService.list(params);
-            itemList.forEach(item1 -> {
-                PreItemOptionVO chd = new PreItemOptionVO();
-                chd.setLabel(item1.getItemname());
-                chd.setId(item1.getId());
-                children.add(chd);
-            });
-            moduleOpt.setChildren(children);
-            result.add(moduleOpt);
-        });
-        return success(result);
-    }
-
-    @GetMapping("/view-charts")
-    public CommonResult<PreDataBarLineVO> viewCharts(@RequestParam Map<String, Object> params) {
-        PreDataBarLineVO result = new PreDataBarLineVO();
-        List<String> legends = new ArrayList<>();
-        List<PreDataViewVO> dataViewList = new ArrayList<>();
-        if (params.get("itemIds") == null) {
-            return success(result);
-        }
-        List<String> itemIdList = Arrays.asList(params.get("itemIds").toString().split(","));
-
-        Date predictTime;
-        if (StringUtils.isBlank((String) params.get("predictTime"))) {
-            DmModuleEntity dmModule = dmModuleService.getModuleByItemId(itemIdList.get(0));
-            if (dmModule != null) {
-                predictTime = dmModule.getPredicttime();
-            } else {
-                Calendar calendar = Calendar.getInstance();
-                calendar.set(Calendar.MILLISECOND, 0);
-                calendar.set(Calendar.SECOND, 0);
-                predictTime = calendar.getTime();
-            }
-        } else {
-            predictTime = DateUtils.parse(params.get("predictTime").toString(), DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND);
-        }
-        Date startTime;
-        if (StringUtils.isBlank((String) params.get("startTime"))) {
-            Calendar calendar = Calendar.getInstance();
-            calendar.setTime(predictTime);
-            calendar.add(Calendar.HOUR_OF_DAY, -1);
-            startTime = calendar.getTime();
-        } else {
-            startTime = DateUtils.parse(params.get("startTime").toString(), DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND);
-        }
-        Date endTime = null;
-        if (StringUtils.isBlank((String) params.get("endTime"))) {
-            Calendar calendar = Calendar.getInstance();
-            calendar.setTime(predictTime);
-            calendar.add(Calendar.HOUR_OF_DAY, 1);
-            endTime = calendar.getTime();
-        } else {
-            endTime = DateUtils.parse(params.get("endTime").toString(), DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND);
-        }
-
-        for (int i = 0; i < itemIdList.size(); i++) {
-            PreDataViewVO viewDto = new PreDataViewVO();
-            String itemId = itemIdList.get(i);
-//            MmItemOutputEntity mmItemOutput = mmItemOutputService.getByItemid(itemId);
-            MmPredictItemEntity predictItem = mmPredictItemService.getById(itemId);
-            if (predictItem == null) {
-                log.info("itemId=" + itemId + "; is null");
-                continue;
-            }
-            try {
-                viewDto.setItemId(itemId);
-                viewDto.setItemName(predictItem.getItemname());
-                viewDto.setRealData(mmPredictItemService.getHisData(itemId, startTime, endTime));
-//                viewDto.setPreDataN(mmItemResultService.getData(mmItemOutput.getId(), startTime, endTime));
-//                viewDto.setPreDataL(mmItemResultLastPointService.getData(mmItemOutput.getId(), startTime, endTime));
-//                viewDto.setCurData(mmItemResultJsonService.getData(mmItemOutput.getId(), predictTime));
-//                viewDto.setAdjData(scheduleAdjustResultService.getData(itemId, predictTime));
-                legends.add(predictItem.getItemname());
-                List<Double> values = new ArrayList<>();
-                if (!CollectionUtils.isEmpty(viewDto.getRealData())) {
-                    List<Double> hisValues = new ArrayList<>();
-                    viewDto.getRealData().forEach(item -> {
-                        values.add(Double.parseDouble(item[1].toString()));
-                        hisValues.add(Double.parseDouble(item[1].toString()));
-                    });
-                    viewDto.setHisMax(BigDecimal.valueOf(hisValues.stream().mapToDouble(Double::doubleValue).max().getAsDouble()).setScale(2, RoundingMode.HALF_UP));
-                    viewDto.setHisMin(BigDecimal.valueOf(hisValues.stream().mapToDouble(Double::doubleValue).min().getAsDouble()).setScale(2, RoundingMode.HALF_UP));
-                    viewDto.setHisAvg(BigDecimal.valueOf(hisValues.stream().mapToDouble(Double::doubleValue).average().getAsDouble()).setScale(2, RoundingMode.HALF_UP));
-                    viewDto.setHisCumulant(new BigDecimal(hisValues.stream().mapToDouble(Double::doubleValue).sum())
-                            .divide(new BigDecimal(HOUR_MINS), 2, BigDecimal.ROUND_HALF_UP));
-                }
-                if (!CollectionUtils.isEmpty(viewDto.getPreDataN())) {
-                    viewDto.getPreDataN().forEach(item -> {
-                        values.add(Double.parseDouble(item[1].toString()));
-                    });
-                }
-                if (!CollectionUtils.isEmpty(viewDto.getPreDataL())) {
-                    List<Double> preValues = new ArrayList<>();
-                    viewDto.getPreDataL().forEach(item -> {
-                        values.add(Double.parseDouble(item[1].toString()));
-                        preValues.add(Double.parseDouble(item[1].toString()));
-                    });
-                    viewDto.setPreMax(BigDecimal.valueOf(preValues.stream().mapToDouble(Double::doubleValue).max().getAsDouble()).setScale(2, RoundingMode.HALF_UP));
-                    viewDto.setPreMin(BigDecimal.valueOf(preValues.stream().mapToDouble(Double::doubleValue).min().getAsDouble()).setScale(2, RoundingMode.HALF_UP));
-                    viewDto.setPreAvg(BigDecimal.valueOf(preValues.stream().mapToDouble(Double::doubleValue).average().getAsDouble()).setScale(2, RoundingMode.HALF_UP));
-                }
-                if (!CollectionUtils.isEmpty(viewDto.getCurData())) {
-                    List<Double> preValues = new ArrayList<>();
-                    viewDto.getCurData().forEach(item -> {
-                        values.add(Double.parseDouble(item[1].toString()));
-                        preValues.add(Double.parseDouble(item[1].toString()));
-                    });
-                    viewDto.setPreCumulant(BigDecimal.valueOf(preValues.stream().mapToDouble(Double::doubleValue).sum())
-                            .divide(new BigDecimal(HOUR_MINS), 2, RoundingMode.HALF_UP));
-                }
-                if (!CollectionUtils.isEmpty(viewDto.getAdjData())) {
-                    viewDto.getAdjData().forEach(item -> {
-                        values.add(Double.parseDouble(item[1].toString()));
-                    });
-                }
-                if (!CollectionUtils.isEmpty(values)) {
-                    viewDto.setMaxValue(BigDecimal.valueOf(values.stream().mapToDouble(Double::doubleValue).max().getAsDouble()).setScale(2, RoundingMode.HALF_UP));
-                    viewDto.setMinValue(BigDecimal.valueOf(values.stream().mapToDouble(Double::doubleValue).min().getAsDouble()).setScale(2, RoundingMode.HALF_UP));
-                }
-
-                dataViewList.add(viewDto);
-            } catch (Exception ex) {
-                ex.printStackTrace();
-            }
-        }
-        result.setStartTime(startTime);
-        result.setEndTime(endTime);
-        result.setPredictTime(predictTime);
-        result.setCategories(DateUtils.getTimeScale(startTime, endTime, 60));
-        result.setLegend(legends);
-        result.setDataViewList(dataViewList);
         return success(result);
     }
 }
diff --git a/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/controller/admin/MmResultTableController.java b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/controller/admin/MmResultTableController.java
deleted file mode 100644
index 55f0017..0000000
--- a/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/controller/admin/MmResultTableController.java
+++ /dev/null
@@ -1,102 +0,0 @@
-package com.iailab.module.model.mcs.pre.controller.admin;
-
-import com.baomidou.dynamic.datasource.annotation.DSTransactional;
-import com.iailab.framework.common.pojo.CommonResult;
-import com.iailab.framework.common.pojo.PageResult;
-import com.iailab.framework.common.util.object.BeanUtils;
-import com.iailab.module.model.mcs.pre.entity.DmModuleEntity;
-import com.iailab.module.model.mcs.pre.entity.MmResultTableEntity;
-import com.iailab.module.model.mcs.pre.service.MmResultTableService;
-import com.iailab.module.model.mcs.pre.vo.MmItemTypeRespVO;
-import com.iailab.module.model.mcs.pre.vo.MmResultTablePageReqVO;
-import com.iailab.module.model.mcs.pre.vo.MmResultTableRespVO;
-import io.swagger.v3.oas.annotations.Operation;
-import org.springframework.beans.factory.annotation.Autowired;
-import org.springframework.security.access.prepost.PreAuthorize;
-import org.springframework.validation.annotation.Validated;
-import org.springframework.web.bind.annotation.*;
-
-import javax.validation.Valid;
-import java.util.List;
-import java.util.Map;
-
-import static com.iailab.framework.common.pojo.CommonResult.error;
-import static com.iailab.framework.common.pojo.CommonResult.success;
-
-/**
- * @author PanZhibao
- * @date 2021年04月22日 9:57
- */
-@RestController
-@RequestMapping("/model/pre/result-table")
-public class MmResultTableController {
-
-    @Autowired
-    private MmResultTableService mmResultTableService;
-
-    /**
-     * 结果存放列表
-     */
-    @GetMapping("/page")
-    public CommonResult<PageResult<MmResultTableRespVO>> page(@Validated MmResultTablePageReqVO reqVO) {
-        PageResult<MmResultTableEntity> page = mmResultTableService.page(reqVO);
-
-        return success(BeanUtils.toBean(page, MmResultTableRespVO.class));
-    }
-
-
-    @GetMapping("/list")
-    public CommonResult<List<MmResultTableEntity>> list(@Valid @RequestParam Map<String, Object> params) {
-        List<MmResultTableEntity> list = mmResultTableService.list(params);
-        return success(list);
-    }
-
-    @GetMapping("/get/{id}")
-    @PreAuthorize("@ss.hasPermission('model:pre-result:query')")
-    public CommonResult<MmResultTableEntity> info(@PathVariable("id") String id){
-        MmResultTableEntity resultTable = mmResultTableService.info(id);
-
-        return success(resultTable);
-    }
-
-    /**
-     * 保存结果存放
-     */
-    @PostMapping("/create")
-    @PreAuthorize("@ss.hasPermission('model:pre-result:create')")
-    @DSTransactional(rollbackFor= Exception.class)
-    public CommonResult<Boolean> save(@RequestBody MmResultTableEntity resultTable){
-        int count = mmResultTableService.check(resultTable);
-        if (count > 0) {
-            return error(999,"名称重复");
-        }
-        mmResultTableService.saveResultTable(resultTable);
-        return success(true);
-    }
-
-    /**
-     * 修改结果存放
-     */
-    @PutMapping("/update")
-    @PreAuthorize("@ss.hasPermission('model:pre-result:update')")
-    @DSTransactional(rollbackFor= Exception.class)
-    public CommonResult<Boolean> update(@RequestBody MmResultTableEntity resultTable){
-        int count = mmResultTableService.check(resultTable);
-        if (count > 0) {
-            return error(999,"名称重复");
-        }
-        mmResultTableService.update(resultTable);
-        return success(true);
-    }
-
-    /**
-     * 删除结果存放
-     */
-    @DeleteMapping("/delete")
-    @PreAuthorize("@ss.hasPermission('model:pre-result:delete')")
-    @DSTransactional(rollbackFor= Exception.class)
-    public CommonResult<Boolean> delete(@RequestParam("id") String id) {
-        mmResultTableService.deleteBatch(new String[]{id});
-        return success(true);
-    }
-}
diff --git a/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/dao/MmItemResultJsonDao.java b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/dao/MmItemResultJsonDao.java
new file mode 100644
index 0000000..a7386b9
--- /dev/null
+++ b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/dao/MmItemResultJsonDao.java
@@ -0,0 +1,16 @@
+package com.iailab.module.model.mcs.pre.dao;
+
+import com.iailab.framework.mybatis.core.mapper.BaseMapperX;
+import com.iailab.framework.tenant.core.db.dynamic.TenantDS;
+import com.iailab.module.model.mcs.pre.entity.MmItemResultJsonEntity;
+import org.apache.ibatis.annotations.Mapper;
+
+/**
+ * @author PanZhibao
+ * @Description
+ * @createTime 2024年11月14日
+ */
+@TenantDS
+@Mapper
+public interface MmItemResultJsonDao extends BaseMapperX<MmItemResultJsonEntity> {
+}
\ No newline at end of file
diff --git a/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/dao/MmItemResultLastPointDao.java b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/dao/MmItemResultLastPointDao.java
new file mode 100644
index 0000000..181ad0c
--- /dev/null
+++ b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/dao/MmItemResultLastPointDao.java
@@ -0,0 +1,16 @@
+package com.iailab.module.model.mcs.pre.dao;
+
+import com.iailab.framework.mybatis.core.mapper.BaseMapperX;
+import com.iailab.framework.tenant.core.db.dynamic.TenantDS;
+import com.iailab.module.model.mcs.pre.entity.MmItemResultLastPointEntity;
+import org.apache.ibatis.annotations.Mapper;
+
+/**
+ * @author PanZhibao
+ * @Description
+ * @createTime 2024年11月14日
+ */
+@TenantDS
+@Mapper
+public interface MmItemResultLastPointDao extends BaseMapperX<MmItemResultLastPointEntity> {
+}
diff --git a/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/entity/MmItemOutputEntity.java b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/entity/MmItemOutputEntity.java
index c5871aa..bc4251e 100644
--- a/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/entity/MmItemOutputEntity.java
+++ b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/entity/MmItemOutputEntity.java
@@ -65,4 +65,9 @@
      * 排序(默认值1)
      */
     private BigDecimal outputorder;
+
+    /**
+     * 结果名称
+     */
+    private String resultName;
 }
diff --git a/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/entity/MmItemResultJsonEntity.java b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/entity/MmItemResultJsonEntity.java
index 2509a5c..be01bd1 100644
--- a/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/entity/MmItemResultJsonEntity.java
+++ b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/entity/MmItemResultJsonEntity.java
@@ -14,7 +14,7 @@
  * @createTime 2024年09月02日
  */
 @Data
-@TableName("T_MM_ITEM_RESULT")
+@TableName("t_mm_item_result_json")
 public class MmItemResultJsonEntity implements Serializable {
 
     @TableId(value = "id",type = IdType.INPUT)
diff --git a/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/entity/MmItemResultLastPointEntity.java b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/entity/MmItemResultLastPointEntity.java
new file mode 100644
index 0000000..022d6da
--- /dev/null
+++ b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/entity/MmItemResultLastPointEntity.java
@@ -0,0 +1,42 @@
+package com.iailab.module.model.mcs.pre.entity;
+
+import com.baomidou.mybatisplus.annotation.IdType;
+import com.baomidou.mybatisplus.annotation.TableId;
+import com.baomidou.mybatisplus.annotation.TableName;
+import lombok.Data;
+
+import java.io.Serializable;
+import java.math.BigDecimal;
+import java.util.Date;
+
+/**
+ * @author PanZhibao
+ * @Description
+ * @createTime 2024年11月14日
+ */
+@Data
+@TableName("t_mm_item_result_last_point")
+public class MmItemResultLastPointEntity implements Serializable {
+    private static final long serialVersionUID = 1L;
+
+    /**
+     * 主键
+     */
+    @TableId(value = "id",type = IdType.INPUT)
+    private String id;
+
+    /**
+     * 输出ID
+     */
+    private String outputid;
+
+    /**
+     * 预测时间
+     */
+    private Date datatime;
+
+    /**
+     * 预测值
+     */
+    private BigDecimal datavalue;
+}
\ No newline at end of file
diff --git a/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/service/MmItemOutputService.java b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/service/MmItemOutputService.java
index dd45baa..fe760d7 100644
--- a/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/service/MmItemOutputService.java
+++ b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/service/MmItemOutputService.java
@@ -27,5 +27,7 @@
 
     List<MmItemOutputEntity> getByItemid(String itemid);
 
+    MmItemOutputEntity getByItemid(String itemid, String resultstr);
+
     void deleteByItemId(String itemId);
 }
diff --git a/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/service/MmItemResultJsonService.java b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/service/MmItemResultJsonService.java
new file mode 100644
index 0000000..971e867
--- /dev/null
+++ b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/service/MmItemResultJsonService.java
@@ -0,0 +1,17 @@
+package com.iailab.module.model.mcs.pre.service;
+
+import com.iailab.framework.common.service.BaseService;
+import com.iailab.module.model.mcs.pre.entity.MmItemResultJsonEntity;
+
+import java.util.Date;
+import java.util.List;
+
+/**
+ * @author PanZhibao
+ * @Description
+ * @createTime 2024年11月14日
+ */
+public interface MmItemResultJsonService extends BaseService<MmItemResultJsonEntity> {
+
+    List<Object[]> getData(String outputId, Date predictTime);
+}
\ No newline at end of file
diff --git a/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/service/MmItemResultLastPointService.java b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/service/MmItemResultLastPointService.java
new file mode 100644
index 0000000..bc70faf
--- /dev/null
+++ b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/service/MmItemResultLastPointService.java
@@ -0,0 +1,17 @@
+package com.iailab.module.model.mcs.pre.service;
+
+import com.iailab.framework.common.service.BaseService;
+import com.iailab.module.model.mcs.pre.entity.MmItemResultLastPointEntity;
+
+import java.util.Date;
+import java.util.List;
+
+/**
+ * @author PanZhibao
+ * @Description
+ * @createTime 2024年11月14日
+ */
+public interface MmItemResultLastPointService extends BaseService<MmItemResultLastPointEntity> {
+
+    List<Object[]> getData(String outputid, Date startTime, Date endTime);
+}
diff --git a/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/service/MmItemResultService.java b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/service/MmItemResultService.java
index f4d57d4..88e09f6 100644
--- a/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/service/MmItemResultService.java
+++ b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/service/MmItemResultService.java
@@ -18,4 +18,6 @@
     void savePredictValue(Map<String, List<DataValueVO>> predictValueMap, int t, String nIndex, Date predictTime);
 
     List<DataValueVO> getPredictValue(String outputid, Date startTime, Date endTime);
+
+    List<Object[]> getData(String outputid, Date startTime, Date endTime);
 }
diff --git a/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/service/MmPredictItemService.java b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/service/MmPredictItemService.java
index ef80336..457cdaa 100644
--- a/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/service/MmPredictItemService.java
+++ b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/service/MmPredictItemService.java
@@ -41,6 +41,4 @@
     List<MmPredictItemRespVO> list(Map<String, Object> params);
 
     MmPredictItemEntity getById(String id);
-
-    List<Object[]> getHisData(String itemId, Date startTime, Date endTime);
 }
diff --git a/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/service/impl/MmItemOutputServiceImpl.java b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/service/impl/MmItemOutputServiceImpl.java
index f678832..6e22fc7 100644
--- a/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/service/impl/MmItemOutputServiceImpl.java
+++ b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/service/impl/MmItemOutputServiceImpl.java
@@ -43,14 +43,20 @@
 
     @Override
     public List<MmItemOutputEntity> getByItemid(String itemid) {
-        QueryWrapper<MmItemOutputEntity> queryWrapper = new QueryWrapper();
-        queryWrapper.eq("itemid", itemid);
-        queryWrapper.orderByAsc("outputorder");
+        QueryWrapper<MmItemOutputEntity> queryWrapper = new QueryWrapper<>();
+        queryWrapper.eq("itemid", itemid).orderByAsc("outputorder");
         List<MmItemOutputEntity> list = mmItemOutputDao.selectList(queryWrapper);
         return list;
     }
 
     @Override
+    public MmItemOutputEntity getByItemid(String itemid, String resultstr) {
+        QueryWrapper<MmItemOutputEntity> queryWrapper = new QueryWrapper<>();
+        queryWrapper.eq("itemid", itemid).eq("resultstr", resultstr);
+        return mmItemOutputDao.selectOne(queryWrapper);
+    }
+
+    @Override
     public void deleteByItemId(String itemId) {
         QueryWrapper<MmItemOutputEntity> queryWrapper = new QueryWrapper();
         queryWrapper.eq("itemid", itemId);
diff --git a/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/service/impl/MmItemResultJsonServiceImpl.java b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/service/impl/MmItemResultJsonServiceImpl.java
new file mode 100644
index 0000000..409434a
--- /dev/null
+++ b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/service/impl/MmItemResultJsonServiceImpl.java
@@ -0,0 +1,41 @@
+package com.iailab.module.model.mcs.pre.service.impl;
+
+import com.alibaba.fastjson.JSONArray;
+import com.baomidou.mybatisplus.core.conditions.query.QueryWrapper;
+import com.iailab.framework.common.service.impl.BaseServiceImpl;
+import com.iailab.module.model.mcs.pre.dao.MmItemResultJsonDao;
+import com.iailab.module.model.mcs.pre.entity.MmItemResultJsonEntity;
+import com.iailab.module.model.mcs.pre.service.MmItemResultJsonService;
+import org.apache.commons.lang3.StringUtils;
+import org.springframework.stereotype.Service;
+
+import java.util.ArrayList;
+import java.util.Date;
+import java.util.List;
+
+/**
+ * @author PanZhibao
+ * @Description
+ * @createTime 2024年11月14日
+ */
+@Service
+public class MmItemResultJsonServiceImpl extends BaseServiceImpl<MmItemResultJsonDao, MmItemResultJsonEntity>
+        implements MmItemResultJsonService {
+
+    @Override
+    public List<Object[]> getData(String outputId, Date predictTime) {
+        List<Object[]> result = new ArrayList<>();
+        QueryWrapper<MmItemResultJsonEntity> wrapper = new QueryWrapper<>();
+        wrapper.eq("outputid", outputId)
+                .eq("predicttime", predictTime);
+        MmItemResultJsonEntity data = baseDao.selectOne(wrapper);
+        if (data == null || StringUtils.isBlank(data.getJsonvalue())) {
+            return result;
+        }
+        result = JSONArray.parseArray(data.getJsonvalue(), Object[].class);
+        result.forEach(item -> {
+            item[0] = new Date(Long.parseLong(item[0].toString()));
+        });
+        return result;
+    }
+}
\ No newline at end of file
diff --git a/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/service/impl/MmItemResultLastPointServiceImpl.java b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/service/impl/MmItemResultLastPointServiceImpl.java
new file mode 100644
index 0000000..fca0cd5
--- /dev/null
+++ b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/service/impl/MmItemResultLastPointServiceImpl.java
@@ -0,0 +1,44 @@
+package com.iailab.module.model.mcs.pre.service.impl;
+
+import com.baomidou.mybatisplus.core.conditions.query.QueryWrapper;
+import com.iailab.framework.common.service.impl.BaseServiceImpl;
+import com.iailab.framework.common.util.date.DateUtils;
+import com.iailab.module.model.mcs.pre.dao.MmItemResultLastPointDao;
+import com.iailab.module.model.mcs.pre.entity.MmItemResultLastPointEntity;
+import com.iailab.module.model.mcs.pre.service.MmItemResultLastPointService;
+import org.springframework.stereotype.Service;
+import org.springframework.util.CollectionUtils;
+
+import java.util.ArrayList;
+import java.util.Date;
+import java.util.List;
+
+/**
+ * @author PanZhibao
+ * @Description
+ * @createTime 2024年11月14日
+ */
+@Service
+public class MmItemResultLastPointServiceImpl extends BaseServiceImpl<MmItemResultLastPointDao, MmItemResultLastPointEntity>
+        implements MmItemResultLastPointService {
+
+    @Override
+    public List<Object[]> getData(String outputid, Date startTime, Date endTime) {
+        List<Object[]> result = new ArrayList<>();
+        QueryWrapper<MmItemResultLastPointEntity> queryWrapper = new QueryWrapper<MmItemResultLastPointEntity>()
+                .eq("outputid", outputid)
+                .between("datatime", startTime, endTime)
+                .orderByAsc("datatime");
+        List<MmItemResultLastPointEntity> list = baseDao.selectList(queryWrapper);
+        if (CollectionUtils.isEmpty(list)) {
+            return result;
+        }
+        list.forEach(item -> {
+            Object[] dataItem = new Object[2];
+            dataItem[0] = DateUtils.format(item.getDatatime(), DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND);
+            dataItem[1] = item.getDatavalue();
+            result.add(dataItem);
+        });
+        return result;
+    }
+}
\ No newline at end of file
diff --git a/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/service/impl/MmItemResultServiceImpl.java b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/service/impl/MmItemResultServiceImpl.java
index 03e3c52..a953fe5 100644
--- a/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/service/impl/MmItemResultServiceImpl.java
+++ b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/service/impl/MmItemResultServiceImpl.java
@@ -3,6 +3,7 @@
 import com.alibaba.fastjson.JSONArray;
 import com.baomidou.mybatisplus.core.conditions.query.QueryWrapper;
 import com.baomidou.mybatisplus.extension.service.impl.ServiceImpl;
+import com.iailab.framework.common.util.date.DateUtils;
 import com.iailab.module.model.mcs.pre.dao.MmItemResultDao;
 import com.iailab.module.model.mcs.pre.entity.MmItemResultEntity;
 import com.iailab.module.model.mcs.pre.entity.MmItemResultJsonEntity;
@@ -140,4 +141,24 @@
         }).collect(Collectors.toList());
         return result;
     }
+
+    @Override
+    public List<Object[]> getData(String outputid, Date startTime, Date endTime) {
+        List<Object[]> result = new ArrayList<>();
+        QueryWrapper<MmItemResultEntity> queryWrapper = new QueryWrapper<MmItemResultEntity>()
+                .eq("outputid", outputid)
+                .between("datatime", startTime, endTime)
+                .orderByAsc("datatime");
+        List<MmItemResultEntity> list = mmItemResultDao.selectList(queryWrapper);
+        if (CollectionUtils.isEmpty(list)) {
+            return result;
+        }
+        list.forEach(item -> {
+            Object[] dataItem = new Object[2];
+            dataItem[0] = DateUtils.format(item.getDatatime(), DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND);
+            dataItem[1] = item.getDatavalue();
+            result.add(dataItem);
+        });
+        return result;
+    }
 }
diff --git a/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/service/impl/MmPredictItemServiceImpl.java b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/service/impl/MmPredictItemServiceImpl.java
index a1bf58c..5b1b9e5 100644
--- a/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/service/impl/MmPredictItemServiceImpl.java
+++ b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/service/impl/MmPredictItemServiceImpl.java
@@ -75,12 +75,6 @@
         return  mmPredictItemDao.selectById(id);
     }
 
-    @Override
-    public List<Object[]> getHisData(String itemId, Date startTime, Date endTime) {
-        List<Object[]> result = new ArrayList<>();
-        return result;
-    }
-
     @DSTransactional(rollbackFor = Exception.class)
     @Override
     public void add(MmPredictItemDTO mmPredictItemDto) {
diff --git a/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/vo/PreDataBarLineVO.java b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/vo/PreDataBarLineVO.java
deleted file mode 100644
index e3f4458..0000000
--- a/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/vo/PreDataBarLineVO.java
+++ /dev/null
@@ -1,30 +0,0 @@
-package com.iailab.module.model.mcs.pre.vo;
-
-import lombok.Data;
-
-import java.io.Serializable;
-import java.util.Date;
-import java.util.List;
-
-/**
- * @author PanZhibao
- * @Description
- * @createTime 2024年08月01日
- */
-@Data
-public class PreDataBarLineVO implements Serializable {
-    private static final long serialVersionUID = 1L;
-
-    private Date predictTime;
-
-    private Date startTime;
-
-    private Date endTime;
-
-    private List<String> legend;
-
-    private List<String> categories;
-
-    private List<PreDataViewVO> dataViewList;
-
-}
\ No newline at end of file
diff --git a/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/vo/PreDataViewVO.java b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/vo/PreDataViewVO.java
deleted file mode 100644
index 6b1f955..0000000
--- a/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/vo/PreDataViewVO.java
+++ /dev/null
@@ -1,84 +0,0 @@
-package com.iailab.module.model.mcs.pre.vo;
-
-import lombok.Data;
-
-import java.io.Serializable;
-import java.math.BigDecimal;
-import java.util.Date;
-import java.util.List;
-import java.util.Map;
-
-/**
- * @author PanZhibao
- * @Description
- * @createTime 2024年07月31日
- */
-@Data
-public class PreDataViewVO implements Serializable {
-    private static final long serialVersionUID = 1L;
-
-    private String itemId;
-
-    private String itemName;
-
-    private Date predictTime;
-
-    private BigDecimal rangeH;
-
-    private BigDecimal rangeL;
-
-    private BigDecimal deadLineH;
-
-    private BigDecimal deadLineL;
-
-    private BigDecimal limtH;
-
-    private BigDecimal limtL;
-
-    private BigDecimal maxValue;
-
-    private BigDecimal minValue;
-
-    private BigDecimal hisMax;
-
-    private BigDecimal hisMin;
-
-    private BigDecimal hisAvg;
-
-    private BigDecimal hisCumulant;
-
-    private BigDecimal preMax;
-
-    private BigDecimal preMin;
-
-    private BigDecimal preAvg;
-
-    private BigDecimal preCumulant;
-
-    private Map<String, Object> prop;
-
-    /**
-     * 真实值
-     */
-    private List<Object[]> realData;
-
-    /**
-     * T+N预测值,N表示预测频率
-     */
-    private List<Object[]> preDataN;
-
-    /**
-     * T+L预测值,L表示预测长度
-     */
-    private List<Object[]> preDataL;
-
-    /**
-     * 当时预测值
-     */
-    private List<Object[]> curData;
-
-    /**
-     * 调整值
-     */
-    private List<Object[]> adjData;
-}
\ No newline at end of file
diff --git a/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/vo/PreItemOptionVO.java b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/vo/PreItemOptionVO.java
deleted file mode 100644
index 5a67166..0000000
--- a/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mcs/pre/vo/PreItemOptionVO.java
+++ /dev/null
@@ -1,22 +0,0 @@
-package com.iailab.module.model.mcs.pre.vo;
-
-import lombok.Data;
-
-import java.io.Serializable;
-import java.util.List;
-
-/**
- * @author PanZhibao
- * @Description
- * @createTime 2024年07月31日
- */
-@Data
-public class PreItemOptionVO implements Serializable {
-    private static final long serialVersionUID = 1L;
-
-    private String id;
-
-    private String label;
-
-    private List<PreItemOptionVO> children;
-}
\ No newline at end of file
diff --git a/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mdk/vo/ItemVO.java b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mdk/vo/ItemVO.java
index a6efdcf..ce35e63 100644
--- a/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mdk/vo/ItemVO.java
+++ b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mdk/vo/ItemVO.java
@@ -2,6 +2,8 @@
 
 import lombok.Data;
 
+import java.util.Date;
+
 /**
  * @author PanZhibao
  * @Description
@@ -31,4 +33,9 @@
      * 项目id
      */
     private String mpkProjectId;
+
+    /**
+     * 最后运行时间
+     */
+    private Date lastTime;
 }
\ No newline at end of file
diff --git a/iailab-module-model/iailab-module-model-biz/src/main/resources/mapper/mcs/MmPredictItemDao.xml b/iailab-module-model/iailab-module-model-biz/src/main/resources/mapper/mcs/MmPredictItemDao.xml
index 11b097b..5bda3f9 100644
--- a/iailab-module-model/iailab-module-model-biz/src/main/resources/mapper/mcs/MmPredictItemDao.xml
+++ b/iailab-module-model/iailab-module-model-biz/src/main/resources/mapper/mcs/MmPredictItemDao.xml
@@ -14,6 +14,7 @@
         <result property="isFuse" column="ISFUSE"/>
         <result property="predictPhase" column="PREDICTPHASE"/>
         <result property="workChecked" column="WORKCHECKED"/>
+        <result property="lastTime" column="last_time"/>
     </resultMap>
 
     <resultMap id="MergeItemVO" type="com.iailab.module.model.mdk.vo.MergeItemVO">
@@ -134,17 +135,20 @@
         t1.status,
         t1.isfuse,
         t1.predictphase,
-        t1.workchecked
+        t1.workchecked,
+        t3.last_time
         FROM
-        t_mm_predict_item t1,
-        t_mm_item_type t2
-        WHERE t1.itemtypeid=t2.id
-        <if test="ITEMID != null and ITEMID != ''">
-            AND t1.id=#{ITEMID}
-        </if>
-        <if test="ITEMNO != null and ITEMNO != ''">
-            t1.itemno=#{ITEMNO}
-        </if>
+        t_mm_predict_item t1
+        LEFT JOIN t_mm_item_type t2 on t2.id = t1.itemtypeid
+        LEFT JOIN t_mm_item_status t3 on t3.item_id = t1.id
+        <where>
+            <if test="ITEMID != null and ITEMID != ''">
+                AND t1.id=#{ITEMID}
+            </if>
+            <if test="ITEMNO != null and ITEMNO != ''">
+                t1.itemno=#{ITEMNO}
+            </if>
+        </where>
     </select>
     <select id="getMergeItemByItemId" parameterType="map" resultMap="MergeItemVO">
         SELECT t1.id,

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