修改内容：注册留存数据接口；订单显示自然量名称

game-data/game-data-serve/src/main/java/com/zanxiang/game/data/serve/controller/GameDataController.java

@@ -3,6 +3,7 @@ package com.zanxiang.game.data.serve.controller;
 import com.zanxiang.erp.security.annotation.PreAuthorize;
 import com.zanxiang.game.data.serve.pojo.dto.*;
 import com.zanxiang.game.data.serve.pojo.vo.*;
+import com.zanxiang.game.data.serve.service.IActiveDataService;
 import com.zanxiang.game.data.serve.service.IGameDataService;
 import com.zanxiang.game.data.serve.utils.Page;
 import com.zanxiang.module.util.pojo.ResultVO;
@@ -34,6 +35,8 @@ public class GameDataController {
 
     @Autowired
     private IGameDataService gameDataService;
+    @Autowired
+    private IActiveDataService activeDataService;
 
     @ApiOperation(value = "游戏每日数据")
     @PreAuthorize(permissionKey = "gameData:adsGameDay:day")
@@ -122,4 +125,18 @@ public class GameDataController {
         return ResultVO.ok(gameDataService.getUserDetails(dto));
     }
 
+    @ApiOperation(value = "留存数据")
+    //@PreAuthorize(permissionKey = "gameData:activeDay:activeDay")
+    @PostMapping("/activeData/day")
+    public ResultVO<Page<ActiveDataDayVO>> getActiveDataDay(@RequestBody ActiveDataDayDTO dto) {
+        return ResultVO.ok(activeDataService.getActiveDataDay(dto));
+    }
+
+    @ApiOperation(value = "留存数据总计")
+    //@PreAuthorize(permissionKey = "gameData:activeDay:activeTotal")
+    @PostMapping("/activeData/total")
+    public ResultVO<ActiveDataTotalVO> getActiveDataTotal(@RequestBody ActiveDataTotalDTO dto) {
+        return ResultVO.ok(activeDataService.getActiveDataTotal(dto));
+    }
+
 }

game-data/game-data-serve/src/main/java/com/zanxiang/game/data/serve/pojo/dto/ActiveDataDayDTO.java

@@ -0,0 +1,78 @@
+package com.zanxiang.game.data.serve.pojo.dto;
+
+import com.zanxiang.game.data.serve.pojo.base.BasePage;
+import io.swagger.annotations.ApiModelProperty;
+import lombok.AllArgsConstructor;
+import lombok.Builder;
+import lombok.Data;
+import lombok.NoArgsConstructor;
+
+import java.time.LocalDate;
+
+/**
+ * @author tianhua
+ * @time 2023/8/9
+ * @Description 查询留存数据参数实体
+ **/
+@Data
+@NoArgsConstructor
+@AllArgsConstructor
+@Builder
+public class ActiveDataDayDTO extends BasePage {
+
+    /**
+     * 游戏ID
+     */
+    @ApiModelProperty(notes = "游戏ID")
+    private Long gameId;
+
+    /**
+     * 推广游戏应用类别
+     */
+    @ApiModelProperty(notes = "游戏类别")
+    private Long classify;
+
+    /**
+     * SDK来源
+     */
+    @ApiModelProperty(value = "SDK来源")
+    private String sourceSystem;
+
+    /**
+     * 注册时间（开始）
+     */
+    @ApiModelProperty(notes = "注册开始时间")
+    private LocalDate registeredBeginDate;
+
+    /**
+     * 注册时间（结束）
+     */
+    @ApiModelProperty(notes = "注册结束时间")
+    private LocalDate registeredEndDate;
+
+    /**
+     * 选择展示数据种类
+     */
+    @ApiModelProperty(notes = "选择展示数据种类：buy -> 买量 ; nature -> 自然量 ; total -> 总量")
+    private String tableTypes;
+
+    /**
+     * 选择留存数据的类型
+     */
+    @ApiModelProperty(notes = """
+            选择留存数据的类型：reg -> 注册留存 ; role -> 角色留存 ; amount -> 付费留存
+            """)
+    private String activeTypes;
+
+    /**
+     * 排序字段
+     */
+    @ApiModelProperty(notes = "排序字段")
+    private String sortFiled;
+
+    /**
+     * 排序方式：升序asc;降序desc
+     */
+    @ApiModelProperty(notes = "排序方式：升序asc;降序desc")
+    private String sortType;
+}

game-data/game-data-serve/src/main/java/com/zanxiang/game/data/serve/pojo/dto/ActiveDataTotalDTO.java

@@ -0,0 +1,66 @@
+package com.zanxiang.game.data.serve.pojo.dto;
+
+import io.swagger.annotations.ApiModelProperty;
+import lombok.AllArgsConstructor;
+import lombok.Builder;
+import lombok.Data;
+import lombok.NoArgsConstructor;
+
+import java.time.LocalDate;
+
+/**
+ * @author tianhua
+ * @time 2023/8/9
+ * @Description 查询留存数据参数实体(总计)
+ **/
+@Data
+@NoArgsConstructor
+@AllArgsConstructor
+@Builder
+public class ActiveDataTotalDTO {
+
+    /**
+     * 游戏ID
+     */
+    @ApiModelProperty(notes = "游戏ID")
+    private Long gameId;
+
+    /**
+     * 推广游戏应用类别
+     */
+    @ApiModelProperty(notes = "游戏类别")
+    private Long classify;
+
+    /**
+     * SDK来源
+     */
+    @ApiModelProperty(value = "SDK来源")
+    private String sourceSystem;
+
+    /**
+     * 注册时间（开始）
+     */
+    @ApiModelProperty(notes = "注册开始时间")
+    private LocalDate registeredBeginDate;
+
+    /**
+     * 注册时间（结束）
+     */
+    @ApiModelProperty(notes = "注册结束时间")
+    private LocalDate registeredEndDate;
+
+    /**
+     * 选择展示数据种类
+     */
+    @ApiModelProperty(notes = "选择展示数据种类：buy -> 买量 ; nature -> 自然量 ; total -> 总量")
+    private String tableTypes;
+
+    /**
+     * 选择留存数据的类型
+     */
+    @ApiModelProperty(notes = """
+            选择留存数据的类型：reg -> 注册留存 ; role -> 角色留存 ; amount -> 付费留存
+            """)
+    private String activeTypes;
+
+}

game-data/game-data-serve/src/main/java/com/zanxiang/game/data/serve/pojo/entity/AdsGameActiveDay.java

@@ -0,0 +1,1865 @@
+package com.zanxiang.game.data.serve.pojo.entity;
+
+import lombok.Data;
+import org.nutz.dao.entity.annotation.Column;
+import org.nutz.dao.entity.annotation.PK;
+import org.nutz.dao.entity.annotation.Table;
+
+import java.io.Serializable;
+import java.time.LocalDate;
+
+@Data
+@Table(AdsGameActiveDay.TABLE_NAME)
+@PK({"dt", "gameId", "sourceSystem"})
+public class AdsGameActiveDay implements Serializable {
+    private static final long serialVersionUID = 1L;
+    public static final String TABLE_NAME = "ads_game_active_day";
+     
+    /**
+    * 用户注册时间
+    */
+    private LocalDate dt;
+    
+    /**
+    * SDK来源
+    */
+    private String sourceSystem;
+    
+    /**
+    * 游戏ID
+    */
+    private Long gameId;
+    
+    /**
+    * 游戏名称
+    */    
+    @Column
+    private String gameName;
+    
+    /**
+    * 游戏类别
+    */    
+    @Column
+    private Long gameClassify;
+    
+    /**
+    * 注册人数
+    */    
+    @Column
+    private Long regNum;
+    
+    /**
+    * 买量注册人数
+    */    
+    @Column
+    private Long buyRegNum;
+    
+    /**
+    * 自然量注册人数
+    */    
+    @Column
+    private Long natureRegNum;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da1;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da2;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da3;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da4;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da5;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da6;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da7;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da8;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da9;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da10;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da11;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da12;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da13;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da14;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da15;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da16;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da17;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da18;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da19;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da20;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da21;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da22;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da23;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da24;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da25;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da26;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da27;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da28;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da29;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da30;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da31;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da32;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da33;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da34;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da35;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da36;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da37;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da38;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da39;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da40;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da41;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da42;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da43;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da44;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da45;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da46;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da47;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da48;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da49;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da50;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da51;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da52;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da53;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da54;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da55;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da56;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da57;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da58;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da59;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da60;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da61;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da62;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da63;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da64;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da65;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da66;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da67;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da68;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da69;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da70;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da71;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da72;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da73;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da74;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da75;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da76;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da77;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da78;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da79;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da80;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da81;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da82;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da83;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da84;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da85;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da86;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da87;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da88;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da89;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String da90;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String m4;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String m5;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String m6;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String m7;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String m8;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String m9;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String m10;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String m11;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String m12;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String total;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa1;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa2;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa3;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa4;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa5;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa6;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa7;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa8;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa9;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa10;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa11;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa12;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa13;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa14;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa15;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa16;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa17;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa18;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa19;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa20;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa21;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa22;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa23;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa24;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa25;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa26;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa27;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa28;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa29;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa30;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa31;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa32;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa33;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa34;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa35;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa36;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa37;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa38;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa39;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa40;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa41;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa42;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa43;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa44;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa45;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa46;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa47;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa48;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa49;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa50;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa51;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa52;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa53;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa54;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa55;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa56;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa57;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa58;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa59;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa60;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa61;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa62;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa63;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa64;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa65;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa66;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa67;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa68;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa69;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa70;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa71;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa72;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa73;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa74;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa75;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa76;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa77;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa78;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa79;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa80;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa81;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa82;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa83;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa84;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa85;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa86;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa87;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa88;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa89;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyDa90;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyM4;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyM5;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyM6;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyM7;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyM8;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyM9;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyM10;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyM11;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyM12;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String buyTotal;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa1;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa2;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa3;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa4;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa5;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa6;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa7;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa8;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa9;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa10;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa11;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa12;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa13;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa14;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa15;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa16;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa17;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa18;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa19;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa20;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa21;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa22;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa23;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa24;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa25;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa26;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa27;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa28;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa29;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa30;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa31;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa32;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa33;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa34;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa35;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa36;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa37;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa38;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa39;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa40;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa41;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa42;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa43;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa44;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa45;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa46;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa47;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa48;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa49;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa50;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa51;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa52;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa53;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa54;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa55;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa56;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa57;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa58;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa59;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa60;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa61;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa62;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa63;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa64;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa65;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa66;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa67;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa68;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa69;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa70;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa71;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa72;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa73;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa74;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa75;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa76;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa77;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa78;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa79;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa80;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa81;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa82;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa83;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa84;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa85;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa86;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa87;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa88;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa89;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureDa90;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureM4;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureM5;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureM6;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureM7;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureM8;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureM9;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureM10;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureM11;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureM12;
+    
+    /**
+    * 活跃人数/留存率
+    */    
+    @Column
+    private String natureTotal;
+
+}
+
+

game-data/game-data-serve/src/main/java/com/zanxiang/game/data/serve/pojo/vo/ActiveDataDayVO.java

@@ -0,0 +1,1442 @@
+package com.zanxiang.game.data.serve.pojo.vo;
+
+import io.swagger.annotations.ApiModelProperty;
+import lombok.Data;
+
+import java.math.BigDecimal;
+import java.time.LocalDate;
+
+/**
+ * @author tianhua
+ * @time 2023/7/12
+ * @Description 返回给前端的留存每日数据实体
+ **/
+@Data
+public class ActiveDataDayVO {
+
+    /**
+     * 游戏ID
+     */
+    @ApiModelProperty(value = "游戏ID")
+    private Long gameId;
+
+    /**
+     * 推广游戏名称
+     */
+    @ApiModelProperty(value = "游戏名称")
+    private String gameName;
+
+    /**
+     * 推广游戏应用类型
+     */
+    @ApiModelProperty(value = "游戏类型")
+    private Long gameClassify;
+
+    /**
+     * SDK来源
+     */
+    @ApiModelProperty(value = "SDK来源")
+    private String sourceSystem;
+
+    /**
+     * 注册时间
+     */
+    @ApiModelProperty(value = "注册时间（消耗时间）")
+    private LocalDate costDate;
+
+    /**
+     * 消耗
+     */
+    @ApiModelProperty(value = "消耗")
+    private BigDecimal cost;
+
+    /**
+     * 注册人数
+     */
+    @ApiModelProperty(value = "注册人数")
+    private Long regNum;
+
+    /**
+     * 首日新用户充值次数
+     */
+    @ApiModelProperty(value = "首日新用户充值次数")
+    private Long firstNewUserAmountCount;
+
+    /**
+     * 首日新用户充值人数
+     */
+    @ApiModelProperty(value = "首日新用户充值人数")
+    private Long firstNewUserAmountNum;
+
+    /**
+     * 首日新用户充值金额
+     */
+    @ApiModelProperty(value = "首日新用户充值金额")
+    private BigDecimal firstNewUserAmount;
+
+    /**
+     * 老用户充值次数
+     */
+    @ApiModelProperty(value = "老用户充值次数")
+    private Long oldUserCount;
+
+    /**
+     * 老用户充值人数
+     */
+    @ApiModelProperty(value = "老用户充值人数")
+    private Long oldUserNum;
+
+    /**
+     * 老用户充值金额
+     */
+    @ApiModelProperty(value = "老用户充值金额")
+    private BigDecimal oldUserAmount;
+
+    /**
+     * 账面充值次数
+     */
+    @ApiModelProperty(value = "账面充值次数")
+    private Long amountCount;
+
+    /**
+     * 账面充值人数
+     */
+    @ApiModelProperty(value = "账面充值人数")
+    private Long amountNum;
+
+    /**
+     * 账面充值金额
+     */
+    @ApiModelProperty(value = "账面充值金额")
+    private BigDecimal amount;
+
+    /**
+     * 新用户累计充值次数
+     */
+    @ApiModelProperty(value = "新用户累计充值次数")
+    private Long newUserTotalAmountCount;
+
+    /**
+     * 新用户累计充值人数
+     */
+    @ApiModelProperty(value = "新用户累计充值人数")
+    private Long newUserTotalAmountNum;
+
+    /**
+     * 新用户累计充值金额
+     */
+    @ApiModelProperty(value = "新用户累计充值金额")
+    private BigDecimal newUserTotalAmount;
+
+    /**
+     * 首日Roi
+     */
+    @ApiModelProperty(value = "首日Roi")
+    private BigDecimal firstRoi;
+
+    @ApiModelProperty(value = "首日付费率（总）")
+    private BigDecimal firstAmountRate;
+
+    @ApiModelProperty(value = "当天付费率（总）")
+    private BigDecimal todayAmountRate;
+
+    /**
+     * 新用户付费比
+     */
+    @ApiModelProperty(value = "新用户付费比")
+    private BigDecimal newUserRate;
+
+    /**
+     * 首日客单价
+     */
+    @ApiModelProperty(value = "首日客单价")
+    private BigDecimal firstAvgAmount;
+
+    /**
+     * 当天客单价
+     */
+    @ApiModelProperty(value = "当天客单价")
+    private BigDecimal todayAvgAmount;
+
+    /**
+     * 账面客单价
+     */
+    @ApiModelProperty(value = "账面客单价")
+    private BigDecimal avgAmount;
+
+    /**
+     * 复充率
+     */
+    @ApiModelProperty(value = "复充率")
+    private BigDecimal userAgainRate;
+
+    /**
+     * 新增注册ARPU
+     */
+    @ApiModelProperty(value = "新增注册ARPU")
+    private BigDecimal regUserArpu;
+
+    /**
+     * 首日付费ARPU
+     */
+    @ApiModelProperty(value = "首日付费ARPU")
+    private BigDecimal firstAmountArpu;
+
+    /**
+     * 当天付费ARPU
+     */
+    @ApiModelProperty(value = "当天付费ARPU")
+    private BigDecimal todayAmountArpu;
+
+    /**
+     * 账面ARPU
+     */
+    @ApiModelProperty(value = "账面ARPU")
+    private BigDecimal amountArpu;
+
+    @ApiModelProperty(value = "注册成本 = 消耗 / 注册人数")
+    private BigDecimal regCost;
+
+    @ApiModelProperty(value = "总回收率 = 新用户累计充值金额 / 消耗")
+    private BigDecimal totalRoi;
+
+    @ApiModelProperty(value = "首日充值成本 = 消耗 / 首日新用户充值人数")
+    private BigDecimal firstNewUserRechargeCost;
+
+    @ApiModelProperty(value = "总充值成本 = 消耗 / 新用户累计充值人数")
+    private BigDecimal totalRechargeCost;
+
+    @ApiModelProperty(value = "单日付费100+人数")
+    private Long hundredUserNum;
+
+    @ApiModelProperty(value = "单日付费100+成本 = 消耗 / 单日付费100+人数")
+    private BigDecimal hundredUserNumCost;
+
+    @ApiModelProperty(value = "首日创角人数")
+    private Long firstRoleNum;
+
+    @ApiModelProperty(value = "创角人数")
+    private Long roleNum;
+
+    @ApiModelProperty(value = "新用户累计创角人数")
+    private Long newUserTotalRoleNum;
+
+    @ApiModelProperty(value = "首日创角人数成本")
+    private BigDecimal firstRoleNumCost;
+
+    @ApiModelProperty(value = "创角人数成本")
+    private BigDecimal roleNumCost;
+
+    @ApiModelProperty(value = "新用户累计创角人数成本")
+    private BigDecimal newUserTotalRoleNumCost;
+
+    @ApiModelProperty(value = "首日创角率")
+    private BigDecimal firstRoleNumRate;
+
+    @ApiModelProperty(value = "创角率")
+    private BigDecimal roleNumRate;
+
+    @ApiModelProperty(value = "新用户累计创角率")
+    private BigDecimal newUserTotalRoleNumRate;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da1;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da2;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da3;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da4;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da5;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da6;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da7;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da8;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da9;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da10;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da11;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da12;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da13;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da14;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da15;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da16;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da17;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da18;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da19;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da20;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da21;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da22;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da23;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da24;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da25;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da26;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da27;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da28;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da29;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da30;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da31;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da32;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da33;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da34;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da35;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da36;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da37;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da38;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da39;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da40;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da41;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da42;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da43;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da44;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da45;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da46;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da47;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da48;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da49;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da50;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da51;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da52;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da53;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da54;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da55;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da56;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da57;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da58;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da59;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da60;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da61;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da62;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da63;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da64;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da65;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da66;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da67;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da68;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da69;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da70;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da71;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da72;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da73;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da74;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da75;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da76;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da77;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da78;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da79;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da80;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da81;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da82;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da83;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da84;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da85;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da86;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da87;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da88;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da89;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da90;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String m4;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String m5;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String m6;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String m7;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String m8;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String m9;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String m10;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String m11;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String m12;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String total;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da1Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da2Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da3Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da4Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da5Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da6Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da7Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da8Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da9Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da10Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da11Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da12Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da13Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da14Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da15Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da16Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da17Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da18Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da19Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da20Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da21Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da22Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da23Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da24Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da25Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da26Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da27Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da28Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da29Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da30Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da31Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da32Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da33Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da34Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da35Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da36Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da37Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da38Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da39Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da40Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da41Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da42Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da43Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da44Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da45Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da46Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da47Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da48Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da49Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da50Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da51Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da52Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da53Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da54Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da55Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da56Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da57Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da58Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da59Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da60Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da61Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da62Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da63Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da64Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da65Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da66Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da67Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da68Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da69Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da70Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da71Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da72Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da73Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da74Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da75Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da76Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da77Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da78Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da79Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da80Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da81Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da82Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da83Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da84Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da85Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da86Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da87Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da88Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da89Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da90Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第4-12月（活跃人数/留存率）")
+    private ActiveDataTrendVO m4Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第4-12月（活跃人数/留存率）")
+    private ActiveDataTrendVO m5Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第4-12月（活跃人数/留存率）")
+    private ActiveDataTrendVO m6Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第4-12月（活跃人数/留存率）")
+    private ActiveDataTrendVO m7Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第4-12月（活跃人数/留存率）")
+    private ActiveDataTrendVO m8Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第4-12月（活跃人数/留存率）")
+    private ActiveDataTrendVO m9Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第4-12月（活跃人数/留存率）")
+    private ActiveDataTrendVO m10Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第4-12月（活跃人数/留存率）")
+    private ActiveDataTrendVO m11Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第4-12月（活跃人数/留存率）")
+    private ActiveDataTrendVO m12Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "总（活跃人数/留存率）")
+    private ActiveDataTrendVO totalTrend;
+
+}

game-data/game-data-serve/src/main/java/com/zanxiang/game/data/serve/pojo/vo/ActiveDataTotalVO.java

@@ -0,0 +1,1411 @@
+package com.zanxiang.game.data.serve.pojo.vo;
+
+import io.swagger.annotations.ApiModelProperty;
+import lombok.Data;
+
+import java.math.BigDecimal;
+
+/**
+ * @author tianhua
+ * @time 2023/7/12
+ * @Description 返回给前端的留存每日数据总计实体
+ **/
+@Data
+public class ActiveDataTotalVO {
+
+    /**
+     * 消耗
+     */
+    @ApiModelProperty(value = "消耗")
+    private BigDecimal cost;
+
+    /**
+     * 注册人数
+     */
+    @ApiModelProperty(value = "注册人数")
+    private Long regNum;
+
+    /**
+     * 首日新用户充值次数
+     */
+    @ApiModelProperty(value = "首日新用户充值次数")
+    private Long firstNewUserAmountCount;
+
+    /**
+     * 首日新用户充值人数
+     */
+    @ApiModelProperty(value = "首日新用户充值人数")
+    private Long firstNewUserAmountNum;
+
+    /**
+     * 首日新用户充值金额
+     */
+    @ApiModelProperty(value = "首日新用户充值金额")
+    private BigDecimal firstNewUserAmount;
+
+    /**
+     * 老用户充值次数
+     */
+    @ApiModelProperty(value = "老用户充值次数")
+    private Long oldUserCount;
+
+    /**
+     * 老用户充值人数
+     */
+    @ApiModelProperty(value = "老用户充值人数")
+    private Long oldUserNum;
+
+    /**
+     * 老用户充值金额
+     */
+    @ApiModelProperty(value = "老用户充值金额")
+    private BigDecimal oldUserAmount;
+
+    /**
+     * 账面充值次数
+     */
+    @ApiModelProperty(value = "账面充值次数")
+    private Long amountCount;
+
+    /**
+     * 账面充值人数
+     */
+    @ApiModelProperty(value = "账面充值人数")
+    private Long amountNum;
+
+    /**
+     * 账面充值金额
+     */
+    @ApiModelProperty(value = "账面充值金额")
+    private BigDecimal amount;
+
+    /**
+     * 新用户累计充值次数
+     */
+    @ApiModelProperty(value = "新用户累计充值次数")
+    private Long newUserTotalAmountCount;
+
+    /**
+     * 新用户累计充值人数
+     */
+    @ApiModelProperty(value = "新用户累计充值人数")
+    private Long newUserTotalAmountNum;
+
+    /**
+     * 新用户累计充值金额
+     */
+    @ApiModelProperty(value = "新用户累计充值金额")
+    private BigDecimal newUserTotalAmount;
+
+    /**
+     * 首日Roi
+     */
+    @ApiModelProperty(value = "首日Roi")
+    private BigDecimal firstRoi;
+
+    @ApiModelProperty(value = "首日付费率（总）")
+    private BigDecimal firstAmountRate;
+
+    @ApiModelProperty(value = "当天付费率（总）")
+    private BigDecimal todayAmountRate;
+
+    /**
+     * 新用户付费比
+     */
+    @ApiModelProperty(value = "新用户付费比")
+    private BigDecimal newUserRate;
+
+    /**
+     * 首日客单价
+     */
+    @ApiModelProperty(value = "首日客单价")
+    private BigDecimal firstAvgAmount;
+
+    /**
+     * 当天客单价
+     */
+    @ApiModelProperty(value = "当天客单价")
+    private BigDecimal todayAvgAmount;
+
+    /**
+     * 账面客单价
+     */
+    @ApiModelProperty(value = "账面客单价")
+    private BigDecimal avgAmount;
+
+    /**
+     * 复充率
+     */
+    @ApiModelProperty(value = "复充率")
+    private BigDecimal userAgainRate;
+
+    /**
+     * 新增注册ARPU
+     */
+    @ApiModelProperty(value = "新增注册ARPU")
+    private BigDecimal regUserArpu;
+
+    /**
+     * 首日付费ARPU
+     */
+    @ApiModelProperty(value = "首日付费ARPU")
+    private BigDecimal firstAmountArpu;
+
+    /**
+     * 当天付费ARPU
+     */
+    @ApiModelProperty(value = "当天付费ARPU")
+    private BigDecimal todayAmountArpu;
+
+    /**
+     * 账面ARPU
+     */
+    @ApiModelProperty(value = "账面ARPU")
+    private BigDecimal amountArpu;
+
+    @ApiModelProperty(value = "注册成本 = 消耗 / 注册人数")
+    private BigDecimal regCost;
+
+    @ApiModelProperty(value = "总回收率 = 新用户累计充值金额 / 消耗")
+    private BigDecimal totalRoi;
+
+    @ApiModelProperty(value = "首日充值成本 = 消耗 / 首日新用户充值人数")
+    private BigDecimal firstNewUserRechargeCost;
+
+    @ApiModelProperty(value = "总充值成本 = 消耗 / 新用户累计充值人数")
+    private BigDecimal totalRechargeCost;
+
+    @ApiModelProperty(value = "单日付费100+人数")
+    private Long hundredUserNum;
+
+    @ApiModelProperty(value = "单日付费100+成本 = 消耗 / 单日付费100+人数")
+    private BigDecimal hundredUserNumCost;
+
+    @ApiModelProperty(value = "首日创角人数")
+    private Long firstRoleNum;
+
+    @ApiModelProperty(value = "创角人数")
+    private Long roleNum;
+
+    @ApiModelProperty(value = "新用户累计创角人数")
+    private Long newUserTotalRoleNum;
+
+    @ApiModelProperty(value = "首日创角人数成本")
+    private BigDecimal firstRoleNumCost;
+
+    @ApiModelProperty(value = "创角人数成本")
+    private BigDecimal roleNumCost;
+
+    @ApiModelProperty(value = "新用户累计创角人数成本")
+    private BigDecimal newUserTotalRoleNumCost;
+
+    @ApiModelProperty(value = "首日创角率")
+    private BigDecimal firstRoleNumRate;
+
+    @ApiModelProperty(value = "创角率")
+    private BigDecimal roleNumRate;
+
+    @ApiModelProperty(value = "新用户累计创角率")
+    private BigDecimal newUserTotalRoleNumRate;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da1;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da2;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da3;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da4;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da5;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da6;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da7;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da8;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da9;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da10;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da11;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da12;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da13;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da14;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da15;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da16;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da17;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da18;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da19;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da20;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da21;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da22;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da23;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da24;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da25;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da26;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da27;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da28;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da29;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da30;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da31;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da32;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da33;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da34;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da35;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da36;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da37;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da38;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da39;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da40;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da41;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da42;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da43;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da44;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da45;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da46;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da47;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da48;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da49;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da50;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da51;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da52;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da53;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da54;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da55;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da56;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da57;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da58;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da59;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da60;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da61;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da62;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da63;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da64;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da65;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da66;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da67;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da68;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da69;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da70;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da71;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da72;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da73;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da74;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da75;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da76;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da77;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da78;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da79;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da80;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da81;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da82;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da83;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da84;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da85;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da86;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da87;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da88;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da89;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String da90;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String m4;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String m5;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String m6;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String m7;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String m8;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String m9;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String m10;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String m11;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String m12;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "不展示")
+    private String total;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da1Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da2Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da3Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da4Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da5Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da6Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da7Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da8Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da9Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da10Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da11Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da12Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da13Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da14Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da15Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da16Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da17Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da18Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da19Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da20Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da21Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da22Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da23Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da24Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da25Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da26Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da27Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da28Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da29Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da30Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da31Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da32Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da33Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da34Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da35Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da36Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da37Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da38Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da39Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da40Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da41Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da42Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da43Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da44Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da45Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da46Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da47Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da48Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da49Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da50Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da51Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da52Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da53Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da54Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da55Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da56Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da57Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da58Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da59Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da60Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da61Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da62Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da63Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da64Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da65Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da66Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da67Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da68Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da69Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da70Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da71Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da72Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da73Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da74Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da75Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da76Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da77Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da78Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da79Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da80Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da81Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da82Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da83Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da84Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da85Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da86Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da87Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da88Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da89Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第1-90天（活跃人数/留存率）")
+    private ActiveDataTrendVO da90Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第4-12月（活跃人数/留存率）")
+    private ActiveDataTrendVO m4Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第4-12月（活跃人数/留存率）")
+    private ActiveDataTrendVO m5Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第4-12月（活跃人数/留存率）")
+    private ActiveDataTrendVO m6Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第4-12月（活跃人数/留存率）")
+    private ActiveDataTrendVO m7Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第4-12月（活跃人数/留存率）")
+    private ActiveDataTrendVO m8Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第4-12月（活跃人数/留存率）")
+    private ActiveDataTrendVO m9Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第4-12月（活跃人数/留存率）")
+    private ActiveDataTrendVO m10Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第4-12月（活跃人数/留存率）")
+    private ActiveDataTrendVO m11Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "第4-12月（活跃人数/留存率）")
+    private ActiveDataTrendVO m12Trend;
+
+    /**
+     * 活跃人数/留存率
+     */
+    @ApiModelProperty(value = "总（活跃人数/留存率）")
+    private ActiveDataTrendVO totalTrend;
+
+}

game-data/game-data-serve/src/main/java/com/zanxiang/game/data/serve/pojo/vo/ActiveDataTrendVO.java

@@ -0,0 +1,29 @@
+package com.zanxiang.game.data.serve.pojo.vo;
+
+import io.swagger.annotations.ApiModelProperty;
+import lombok.AllArgsConstructor;
+import lombok.Builder;
+import lombok.Data;
+import lombok.NoArgsConstructor;
+
+import java.math.BigDecimal;
+
+@Data
+@NoArgsConstructor
+@AllArgsConstructor
+@Builder
+public class ActiveDataTrendVO {
+
+    /**
+     * 活跃人数
+     */
+    @ApiModelProperty(notes = "活跃人数")
+    private Long activeNum;
+
+    /**
+     * 留存率
+     */
+    @ApiModelProperty(notes = "留存率")
+    private BigDecimal activeRate;
+
+}

game-data/game-data-serve/src/main/java/com/zanxiang/game/data/serve/service/IActiveDataService.java

@@ -0,0 +1,15 @@
+package com.zanxiang.game.data.serve.service;
+
+import com.zanxiang.game.data.serve.pojo.dto.ActiveDataDayDTO;
+import com.zanxiang.game.data.serve.pojo.dto.ActiveDataTotalDTO;
+import com.zanxiang.game.data.serve.pojo.vo.ActiveDataDayVO;
+import com.zanxiang.game.data.serve.pojo.vo.ActiveDataTotalVO;
+import com.zanxiang.game.data.serve.utils.Page;
+
+public interface IActiveDataService {
+
+    Page<ActiveDataDayVO> getActiveDataDay(ActiveDataDayDTO dto);
+
+    ActiveDataTotalVO getActiveDataTotal(ActiveDataTotalDTO dto);
+
+}

game-data/game-data-serve/src/main/java/com/zanxiang/game/data/serve/service/impl/AdsOrderDetailService.java

@@ -33,10 +33,10 @@ public class AdsOrderDetailService implements IAdsOrderDetailService {
 
     @Override
     public Page<AdsOrderDetailVO> listOfPage(AdsOrderDetailListDTO dto) {
-        if (StringUtils.isBlank(dto.getPitcherId()) && !SecurityUtil.isManager()) {
+        /*if (StringUtils.isBlank(dto.getPitcherId()) && !SecurityUtil.isManager()) {
             // 只有管理员才能查看全部数据
             dto.setPitcherId(SecurityUtil.getUserId().toString());
-        }
+        }*/
         Pager pager = dto.toPage();
         Criteria cri = Cnd.cri();
         if (StringUtils.isNotBlank(dto.getSourceSystem())) {
@@ -223,6 +223,10 @@ public class AdsOrderDetailService implements IAdsOrderDetailService {
         if (gameOrder == null) {
             return null;
         }
+        //自然量渠道设定名称
+        if ("0".equals(gameOrder.getAgentId()) && StringUtils.isBlank(gameOrder.getAgentName())) {
+            gameOrder.setAgentName("自然量");
+        }
         return BeanUtil.copy(gameOrder, AdsOrderDetailVO.class);
     }
 }

game-data/game-data-serve/src/main/java/com/zanxiang/game/data/serve/service/impl/IActiveDataServiceImpl.java

@@ -0,0 +1,1080 @@
+package com.zanxiang.game.data.serve.service.impl;
+
+import com.google.common.base.CaseFormat;
+import com.zanxiang.game.data.serve.pojo.dto.ActiveDataDayDTO;
+import com.zanxiang.game.data.serve.pojo.dto.ActiveDataTotalDTO;
+import com.zanxiang.game.data.serve.pojo.entity.AdsGameActiveDay;
+import com.zanxiang.game.data.serve.pojo.enums.OrderByEnum;
+import com.zanxiang.game.data.serve.pojo.vo.ActiveDataDayVO;
+import com.zanxiang.game.data.serve.pojo.vo.ActiveDataTotalVO;
+import com.zanxiang.game.data.serve.pojo.vo.ActiveDataTrendVO;
+import com.zanxiang.game.data.serve.service.IActiveDataService;
+import com.zanxiang.game.data.serve.utils.Page;
+import org.apache.commons.lang3.StringUtils;
+import org.nutz.dao.Cnd;
+import org.nutz.dao.Dao;
+import org.nutz.dao.Sqls;
+import org.nutz.dao.pager.Pager;
+import org.nutz.dao.sql.Criteria;
+import org.nutz.dao.sql.Sql;
+import org.springframework.beans.BeanUtils;
+import org.springframework.beans.BeanWrapper;
+import org.springframework.beans.BeanWrapperImpl;
+import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.stereotype.Service;
+import org.springframework.util.CollectionUtils;
+import reactor.util.function.Tuple2;
+import reactor.util.function.Tuples;
+
+import java.beans.PropertyDescriptor;
+import java.lang.reflect.Field;
+import java.lang.reflect.Modifier;
+import java.math.BigDecimal;
+import java.math.RoundingMode;
+import java.util.*;
+import java.util.stream.Collectors;
+
+/**
+ * @author tianhua
+ * @time 2023/8/23
+ * @Description
+ **/
+@Service
+public class IActiveDataServiceImpl implements IActiveDataService {
+
+    //存储PitcherGameDataDayVO的映射
+    private static final List<Tuple2<Field, Field>> activeDataDayNFieldMapList;
+    //存储PitcherGameDataDayTotalVO的映射
+    private static final List<Tuple2<Field, Field>> activeDataDayNTotalFieldMapList;
+
+    static {
+        //解析ActiveDataDayVO的映射
+        Map<String, Field> fieldMap = new HashMap<>();
+        List<Field> dayNFieldList = new ArrayList<>();
+        Class<?> tempClazz = ActiveDataDayVO.class;
+        while (tempClazz != null) {
+            Field[] fields = tempClazz.getDeclaredFields();
+            for (Field field : fields) {
+                if (Modifier.isFinal(field.getModifiers()) || Modifier.isStatic(field.getModifiers())) {
+                    //属性前面的修饰符为static或final不加入map中
+                    continue;
+                }
+                fieldMap.put(field.getName(), field);
+                if (field.getType() == ActiveDataTrendVO.class) {
+                    //存储所有类型为ActiveDataTrendVO属性的映射 以Trend为结尾的
+                    dayNFieldList.add(field);
+                }
+            }
+            tempClazz = tempClazz.getSuperclass();
+        }
+        if (dayNFieldList.isEmpty()) {
+            activeDataDayNFieldMapList = Collections.emptyList();
+        } else {
+            activeDataDayNFieldMapList = new ArrayList<>(dayNFieldList.size());
+            for (Field field : dayNFieldList) {
+                field.setAccessible(true);
+                Field sourceField = fieldMap.get(field.getName().replace("Trend", ""));
+                sourceField.setAccessible(true);
+                activeDataDayNFieldMapList.add(Tuples.of(sourceField, field));
+            }
+        }
+
+        //解析ActiveDataTotalVO的映射
+        Map<String, Field> fieldTotalMap = new HashMap<>();
+        List<Field> dayNTotalFieldList = new ArrayList<>();
+        Class<?> tempTotalClazz = ActiveDataTotalVO.class;
+        while (tempTotalClazz != null) {
+            Field[] fields = tempTotalClazz.getDeclaredFields();
+            for (Field field : fields) {
+                if (Modifier.isFinal(field.getModifiers()) || Modifier.isStatic(field.getModifiers())) {
+                    //属性前面的修饰符为static或final不加入map中
+                    continue;
+                }
+                fieldTotalMap.put(field.getName(), field);
+                if (field.getType() == ActiveDataTrendVO.class) {
+                    //存储所有类型为ActiveDataTrendVO属性的映射 以Trend为结尾的
+                    dayNTotalFieldList.add(field);
+                }
+            }
+            tempTotalClazz = tempTotalClazz.getSuperclass();
+        }
+        if (dayNTotalFieldList.isEmpty()) {
+            activeDataDayNTotalFieldMapList = Collections.emptyList();
+        } else {
+            activeDataDayNTotalFieldMapList = new ArrayList<>(dayNTotalFieldList.size());
+            for (Field field : dayNTotalFieldList) {
+                field.setAccessible(true);
+                Field sourceField = fieldTotalMap.get(field.getName().replace("Trend", ""));
+                sourceField.setAccessible(true);
+                activeDataDayNTotalFieldMapList.add(Tuples.of(sourceField, field));
+            }
+        }
+    }
+
+    @Autowired
+    private Dao dao;
+
+    /**
+     * 留存每日数据
+     * @param dto ActiveDataDayDTO
+     * @return Page<ActiveDataDayVO>
+     */
+    @Override
+    public Page<ActiveDataDayVO> getActiveDataDay(ActiveDataDayDTO dto) {
+        //默认查询总数据
+        if (StringUtils.isBlank(dto.getTableTypes())) {
+            dto.setTableTypes("total");
+        }
+        //查询的class
+        Class<?> tempClazz = null;
+        //默认查询注册留存
+        String queryTableName;
+        if (StringUtils.isBlank(dto.getActiveTypes())) {
+            dto.setActiveTypes("reg");
+        }
+        switch (dto.getActiveTypes()) {
+            case "reg" -> {
+                queryTableName = "ads_game_active_day";
+                tempClazz = AdsGameActiveDay.class;
+            }
+            case "role" -> {
+                queryTableName = "";
+                tempClazz = AdsGameActiveDay.class;
+            }
+            case "amount" -> {
+                queryTableName = "";
+                tempClazz = AdsGameActiveDay.class;
+            }
+            default -> {
+                queryTableName = "ads_game_active_day";
+                tempClazz = AdsGameActiveDay.class;
+            }
+        }
+        //创建查询条件
+        Criteria cri = Cnd.cri();
+        //拼接游戏ID
+        if (dto.getGameId() != null) {
+            cri.where().andEquals("game_id", dto.getGameId());
+        }
+        //拼接游戏应用类型
+        if (dto.getClassify() != null) {
+            cri.where().andEquals("game_classify", dto.getClassify());
+        }
+        //拼接SDK来源
+        if ("reg".equals(dto.getActiveTypes())) {
+            //注册留存只看 ZX_ONE的数据
+            cri.where().andEquals("source_system", "ZX_ONE");
+        } else {
+            if (StringUtils.isNotBlank(dto.getSourceSystem())) {
+                cri.where().andEquals("source_system", dto.getSourceSystem());
+            }
+        }
+        //拼接查询时间
+        if (dto.getRegisteredBeginDate() != null && dto.getRegisteredEndDate() != null) {
+            cri.where().andBetween("dt", dto.getRegisteredBeginDate(), dto.getRegisteredEndDate());
+        }
+        //拼接排序条件
+        Criteria orderByCri = Cnd.cri();
+        //如果没有排序条件给默认值
+        if (StringUtils.isBlank(dto.getSortType())) {
+            dto.setSortType(OrderByEnum.DESC.getOrderType());
+        }
+        if (StringUtils.isBlank(dto.getSortFiled())) {
+            orderByCri.getOrderBy().orderBy("cost_date", dto.getSortType());
+            orderByCri.getOrderBy().orderBy("cost", dto.getSortType());
+        } else {
+            orderByCri.getOrderBy().orderBy(CaseFormat.LOWER_CAMEL.to(CaseFormat.LOWER_UNDERSCORE, dto.getSortFiled()), dto.getSortType());
+        }
+        //创建sql查询数据
+        Sql sql = Sqls.create(getActiveDataDaySql(dto.getTableTypes(), queryTableName, cri) + orderByCri);
+        //设置自定义回传类型
+        sql.setCallback(Sqls.callback.entities());
+        sql.setEntity(dao.getEntity(ActiveDataDayVO.class));
+        //设置pager对象
+        Pager pager = dao.createPager(dto.getPageNum(), dto.getPageSize());
+        sql.setPager(pager);
+        //执行sql
+        dao.execute(sql);
+        //得到结果集list
+        List<ActiveDataDayVO> list = sql.getList(ActiveDataDayVO.class);
+        //设置查询总数 (根据表名)
+        pager.setRecordCount(dao.count(tempClazz, cri));
+        List<ActiveDataDayVO> activeDataDayVOList = list.stream().map(vo -> {
+            //将string转成 ActiveDataTrendVO 对象
+            formatDayN(vo);
+            return vo;
+        }).collect(Collectors.toList());
+
+        return new Page<>(activeDataDayVOList, pager);
+    }
+
+    @Override
+    public ActiveDataTotalVO getActiveDataTotal(ActiveDataTotalDTO dto) {
+        //默认查询总数据
+        if (StringUtils.isBlank(dto.getTableTypes())) {
+            dto.setTableTypes("total");
+        }
+        //默认查询注册留存
+        String queryTableName;
+        if (StringUtils.isBlank(dto.getActiveTypes())) {
+            dto.setActiveTypes("reg");
+        }
+        switch (dto.getActiveTypes()) {
+            case "reg" -> queryTableName = "ads_game_active_day";
+            case "role" -> queryTableName = "";
+            case "amount" -> queryTableName = "";
+            default -> queryTableName = "ads_game_active_day";
+        }
+        //创建查询条件
+        Criteria cri = Cnd.cri();
+        //拼接游戏ID
+        if (dto.getGameId() != null) {
+            cri.where().andEquals("game_id", dto.getGameId());
+        }
+        //拼接游戏应用类型
+        if (dto.getClassify() != null) {
+            cri.where().andEquals("game_classify", dto.getClassify());
+        }
+        //拼接SDK来源
+        if ("reg".equals(dto.getActiveTypes())) {
+            //注册留存只看 ZX_ONE的数据
+            cri.where().andEquals("source_system", "ZX_ONE");
+        } else {
+            if (StringUtils.isNotBlank(dto.getSourceSystem())) {
+                cri.where().andEquals("source_system", dto.getSourceSystem());
+            }
+        }
+        //拼接查询时间
+        if (dto.getRegisteredBeginDate() != null && dto.getRegisteredEndDate() != null) {
+            cri.where().andBetween("dt", dto.getRegisteredBeginDate(), dto.getRegisteredEndDate());
+        }
+        //创建sql 获取游戏数据部分的数据
+        Sql sqlGameData = Sqls.create(getTotalGameData(dto.getTableTypes()) + cri);
+        //设置自定义回传对象
+        sqlGameData.setCallback(Sqls.callback.entity());
+        sqlGameData.setEntity(dao.getEntity(ActiveDataTotalVO.class));
+        //执行sql
+        dao.execute(sqlGameData);
+        //得到每日总计对象(游戏部分)
+        ActiveDataTotalVO voGameData = sqlGameData.getObject(ActiveDataTotalVO.class);
+
+        //创建sql 获取留存数据部分的数据
+        Sql sqlActiveData = Sqls.create(activeDataTotalSql(dto.getTableTypes(), queryTableName) + cri);
+        //设置自定义回传对象
+        sqlActiveData.setCallback(Sqls.callback.entity());
+        sqlActiveData.setEntity(dao.getEntity(ActiveDataTotalVO.class));
+        //执行sql
+        dao.execute(sqlActiveData);
+        //得到每日总计对象
+        ActiveDataTotalVO voActiveData = sqlActiveData.getObject(ActiveDataTotalVO.class);
+        //voActiveData有值时进行映射的取值处理
+        if (StringUtils.isNotBlank(voActiveData.getDa1())) {
+            //计算留存dayN数据
+            formatTotalDayN(voActiveData);
+        }
+        //将两个对象的属性结合
+        copyNullProperties(voActiveData, voGameData);
+        //返回
+        return voGameData;
+    }
+
+    /**
+     * 所有为空值的属性都不copy
+     *
+     * @param source 原数据
+     * @param target 目标数据
+     */
+    private void copyNullProperties(Object source, Object target) {
+        BeanUtils.copyProperties(source, target, getNullField(source));
+    }
+
+    /**
+     * 获取属性中为空的字段
+     *
+     * @param target 目标对象
+     * @return 不需要替换的字段数组
+     */
+    private static String[] getNullField(Object target) {
+        BeanWrapper beanWrapper = new BeanWrapperImpl(target);
+        PropertyDescriptor[] propertyDescriptors = beanWrapper.getPropertyDescriptors();
+        Set<String> notNullFieldSet = new HashSet<>();
+        if (propertyDescriptors.length > 0) {
+            for (PropertyDescriptor p : propertyDescriptors) {
+                String name = p.getName();
+                Object value = beanWrapper.getPropertyValue(name);
+                if (Objects.isNull(value)) {
+                    notNullFieldSet.add(name);
+                }
+            }
+        }
+        String[] notNullField = new String[notNullFieldSet.size()];
+
+        return notNullFieldSet.toArray(notNullField);
+    }
+
+    /**
+     * 游戏首日复充总计sql（首日复充数据部分）
+     *
+     * @param type 查询的类型 buy、nature、total
+     * @param tableName 表名
+     * @return String : 查询出来的结果 第n天的 充值金额/充值人数
+     */
+    private String activeDataTotalSql(String type, String tableName) {
+        //修改类型，与数据库字段名相匹配
+        if ("buy".equals(type)) {
+            type = type + "_";
+        } else if ("nature".equals(type)) {
+            type = type + "_";
+        } else {
+            type = "";
+        }
+        //拼接查询条件
+        StringBuilder trendDay = new StringBuilder(StringUtils.EMPTY);
+        trendDay.append("SELECT ");
+        //90天数据
+        for (int day = 1; day <= 90; day++) {
+            trendDay.append("""
+                    CONCAT( SUM(CAST(SPLIT_PART(%sda%s, '/', 1) AS BIGINT(20))), '/',
+                            SUM(IF(DATE_ADD(dt, INTERVAL %s day) <= Local.now(), %sreg_num, 0))
+                    ) AS da%s,
+                       """.formatted(type, day, day-1, type, day));
+        }
+        //m4-m12数据
+        for (int month = 4; month <= 12; month++) {
+            trendDay.append("""
+                    CONCAT( SUM(CAST(SPLIT_PART(%sm%s, '/', 1) AS BIGINT(20))), '/',
+                            SUM(IF(DATE_ADD(dt, INTERVAL %s month) <= Local.now(), %sreg_num, 0))
+                    ) AS m%s,
+                       """.formatted(type, month, month, type, month));
+        }
+        //total数据
+        trendDay.append("""
+                CONCAT( SUM(CAST(SPLIT_PART(%stotal, '/', 1) AS BIGINT(20))), '/',
+                        SUM(%sreg_num)
+                ) AS total
+                   """.formatted(type, type));
+        trendDay.append("FROM game_ads.");
+        trendDay.append(tableName);
+
+        return trendDay.toString();
+    }
+
+    /**
+     * 通过反射赋值留存数据dayN
+     * @param vo ActiveDataDayVO
+     */
+    private void formatDayN(ActiveDataDayVO vo) {
+        if (CollectionUtils.isEmpty(activeDataDayNFieldMapList)) {
+            return;
+        }
+        activeDataDayNFieldMapList.forEach(dayNFieldMapList -> {
+            try {
+                String[] temps = ((String) dayNFieldMapList.getT1().get(vo)).split("/");
+                dayNFieldMapList.getT2().set(vo, ActiveDataTrendVO.builder()
+                        .activeNum(Long.valueOf(temps[0]))
+                        .activeRate(new BigDecimal(temps[1]))
+                        .build());
+            } catch (IllegalAccessException e) {
+                e.printStackTrace();
+            }
+        });
+    }
+
+    /**
+     * 通过反射赋值留存数据总计的dayN
+     * 活跃人数/注册人数（去掉时间没到的数据）
+     * @param vo ActiveDataTotalVO
+     */
+    private void formatTotalDayN(ActiveDataTotalVO vo) {
+        if (CollectionUtils.isEmpty(activeDataDayNTotalFieldMapList)) {
+            return;
+        }
+        activeDataDayNTotalFieldMapList.forEach(dayNFieldMapList -> {
+            try {
+                String[] temps = ((String) dayNFieldMapList.getT1().get(vo)).split("/");
+                //活跃人数
+                Long activeNum = Long.valueOf(temps[0]);
+                //注册人数
+                Long regNum = Long.valueOf(temps[1]);
+                dayNFieldMapList.getT2().set(vo, ActiveDataTrendVO.builder()
+                        .activeNum(activeNum)
+                        .activeRate(regNum == 0L ? BigDecimal.ZERO :
+                                BigDecimal.valueOf(activeNum.doubleValue() / regNum.doubleValue()).setScale(4, RoundingMode.HALF_UP))
+                        .build());
+            } catch (IllegalAccessException e) {
+                e.printStackTrace();
+            }
+        });
+    }
+
+    /**
+     * 留存每日数据sql
+     *
+     * @param type 查询的类型 buy -> 买量  ;  nature ->  自然量 ; total -> 总量
+     * @param tableName 查询的表名
+     * @param cri  查询条件
+     * @return String
+     */
+    private String getActiveDataDaySql(String type, String tableName, Criteria cri) {
+        if ("buy".equals(type)) {
+            return """
+                    SELECT
+                        a.*,
+                        b.*
+                    FROM (
+                        SELECT
+                            dt cost_date,
+                            game_name,
+                            game_id,
+                            game_classify,
+                            source_system,
+                            cost,
+                            buy_reg_num as reg_num,
+                            buy_first_new_user_amount_count as first_new_user_amount_count,
+                            buy_first_new_user_amount_num as first_new_user_amount_num,
+                            buy_first_new_user_amount as first_new_user_amount,
+                            buy_old_user_count as old_user_count,
+                            buy_old_user_num as old_user_num,
+                            buy_old_user_amount as old_user_amount,
+                            buy_amount_count as amount_count,
+                            buy_amount_num as amount_num,
+                            buy_amount as amount,
+                            buy_new_user_total_amount_count as new_user_total_amount_count,
+                            buy_new_user_total_amount_num as new_user_total_amount_num,
+                            buy_new_user_total_amount as new_user_total_amount,
+                            buy_total_roi as total_roi,
+                            buy_first_roi as first_roi,
+                            buy_first_amount_rate as first_amount_rate,
+                            buy_today_amount_rate as today_amount_rate,
+                            buy_new_user_rate as new_user_rate,
+                            buy_first_avg_amount as first_avg_amount,
+                            buy_today_avg_amount as today_avg_amount,
+                            buy_avg_amount as avg_amount,
+                            buy_user_again_rate as user_again_rate,
+                            buy_reg_user_arpu as reg_user_arpu,
+                            buy_first_amount_arpu as first_amount_arpu,
+                            buy_today_amount_arpu as today_amount_arpu,
+                            buy_amount_arpu as amount_arpu,
+                            buy_reg_cost as reg_cost,
+                            buy_first_amount_cost as first_new_user_recharge_cost,
+                            buy_total_amount_cost as total_recharge_cost,
+                            buy_hundred_user_num as hundred_user_num,
+                            buy_hundred_user_num_cost as hundred_user_num_cost,
+                            buy_first_role_num as first_role_num,
+                            buy_role_num as role_num,
+                            buy_new_user_total_role_num as new_user_total_role_num,
+                            round(IF(buy_first_role_num > 0, cost / buy_first_role_num, 0), 2) first_role_num_cost,
+                            round(IF(buy_role_num > 0, cost / buy_role_num, 0), 2) role_num_cost,
+                            round(IF(buy_new_user_total_role_num >0, cost / buy_new_user_total_role_num, 0), 2) new_user_total_role_num_cost,
+                            round(IF(buy_reg_num >0, buy_first_role_num / buy_reg_num, 0), 4) first_role_num_rate,
+                            round(IF(buy_reg_num >0, buy_role_num / buy_reg_num, 0), 4) role_num_rate,
+                            round(IF(buy_reg_num >0, buy_new_user_total_role_num / buy_reg_num, 0), 4) new_user_total_role_num_rate
+                        FROM
+                            ads_game_day
+                    """ + cri +
+                    """
+                            ) a
+                    LEFT JOIN (
+                        SELECT
+                            game_id,
+                            game_name,
+                            dt,
+                            buy_da1 as da1,
+                            buy_da2 as da2,
+                            buy_da3 as da3,
+                            buy_da4 as da4,
+                            buy_da5 as da5,
+                            buy_da6 as da6,
+                            buy_da7 as da7,
+                            buy_da8 as da8,
+                            buy_da9 as da9,
+                            buy_da10 as da10,
+                            buy_da11 as da11,
+                            buy_da12 as da12,
+                            buy_da13 as da13,
+                            buy_da14 as da14,
+                            buy_da15 as da15,
+                            buy_da16 as da16,
+                            buy_da17 as da17,
+                            buy_da18 as da18,
+                            buy_da19 as da19,
+                            buy_da20 as da20,
+                            buy_da21 as da21,
+                            buy_da22 as da22,
+                            buy_da23 as da23,
+                            buy_da24 as da24,
+                            buy_da25 as da25,
+                            buy_da26 as da26,
+                            buy_da27 as da27,
+                            buy_da28 as da28,
+                            buy_da29 as da29,
+                            buy_da30 as da30,
+                            buy_da31 as da31,
+                            buy_da32 as da32,
+                            buy_da33 as da33,
+                            buy_da34 as da34,
+                            buy_da35 as da35,
+                            buy_da36 as da36,
+                            buy_da37 as da37,
+                            buy_da38 as da38,
+                            buy_da39 as da39,
+                            buy_da40 as da40,
+                            buy_da41 as da41,
+                            buy_da42 as da42,
+                            buy_da43 as da43,
+                            buy_da44 as da44,
+                            buy_da45 as da45,
+                            buy_da46 as da46,
+                            buy_da47 as da47,
+                            buy_da48 as da48,
+                            buy_da49 as da49,
+                            buy_da50 as da50,
+                            buy_da51 as da51,
+                            buy_da52 as da52,
+                            buy_da53 as da53,
+                            buy_da54 as da54,
+                            buy_da55 as da55,
+                            buy_da56 as da56,
+                            buy_da57 as da57,
+                            buy_da58 as da58,
+                            buy_da59 as da59,
+                            buy_da60 as da60,
+                            buy_da61 as da61,
+                            buy_da62 as da62,
+                            buy_da63 as da63,
+                            buy_da64 as da64,
+                            buy_da65 as da65,
+                            buy_da66 as da66,
+                            buy_da67 as da67,
+                            buy_da68 as da68,
+                            buy_da69 as da69,
+                            buy_da70 as da70,
+                            buy_da71 as da71,
+                            buy_da72 as da72,
+                            buy_da73 as da73,
+                            buy_da74 as da74,
+                            buy_da75 as da75,
+                            buy_da76 as da76,
+                            buy_da77 as da77,
+                            buy_da78 as da78,
+                            buy_da79 as da79,
+                            buy_da80 as da80,
+                            buy_da81 as da81,
+                            buy_da82 as da82,
+                            buy_da83 as da83,
+                            buy_da84 as da84,
+                            buy_da85 as da85,
+                            buy_da86 as da86,
+                            buy_da87 as da87,
+                            buy_da88 as da88,
+                            buy_da89 as da89,
+                            buy_da90 as da90,
+                            buy_m4 as m4,
+                            buy_m5 as m5,
+                            buy_m6 as m6,
+                            buy_m7 as m7,
+                            buy_m8 as m8,
+                            buy_m9 as m9,
+                            buy_m10 as m10,
+                            buy_m11 as m11,
+                            buy_m12 as m12,
+                            buy_total as total,
+                        FROM
+                    """ + tableName + cri +
+                    """
+                        ) b
+                    ON a.game_id = b.game_id and a.cost_date = b.dt and a.game_name = b.game_name
+                    """;
+        } else if ("nature".equals(type)) {
+            return """
+                    SELECT
+                        a.*,
+                        b.*
+                    FROM (
+                        SELECT
+                            dt cost_date,
+                            game_name,
+                            game_id,
+                            game_classify,
+                            source_system,
+                            cost,
+                            nature_reg_num as reg_num,
+                            nature_first_new_user_amount_count as first_new_user_amount_count,
+                            nature_first_new_user_amount_num as first_new_user_amount_num,
+                            nature_first_new_user_amount as first_new_user_amount,
+                            nature_old_user_count as old_user_count,
+                            nature_old_user_num as old_user_num,
+                            nature_old_user_amount as old_user_amount,
+                            nature_amount_count as amount_count,
+                            nature_amount_num as amount_num,
+                            nature_amount as amount,
+                            nature_new_user_total_amount_count as new_user_total_amount_count,
+                            nature_new_user_total_amount_num as new_user_total_amount_num,
+                            nature_new_user_total_amount as new_user_total_amount,
+                            nature_total_roi as total_roi,
+                            nature_first_roi as first_roi,
+                            nature_first_amount_rate as first_amount_rate,
+                            nature_today_amount_rate as today_amount_rate,
+                            nature_new_user_rate as new_user_rate,
+                            nature_first_avg_amount as first_avg_amount,
+                            nature_today_avg_amount as today_avg_amount,
+                            nature_avg_amount as avg_amount,
+                            nature_user_again_rate as user_again_rate,
+                            nature_reg_user_arpu as reg_user_arpu,
+                            nature_first_amount_arpu as first_amount_arpu,
+                            nature_today_amount_arpu as today_amount_arpu,
+                            nature_amount_arpu as amount_arpu,
+                            nature_reg_cost as reg_cost,
+                            nature_first_amount_cost as first_new_user_recharge_cost,
+                            nature_total_amount_cost as total_recharge_cost,
+                            nature_hundred_user_num as hundred_user_num,
+                            nature_hundred_user_num_cost as hundred_user_num_cost,
+                            nature_first_role_num as first_role_num,
+                            nature_role_num as role_num,
+                            nature_new_user_total_role_num as new_user_total_role_num,
+                            round(IF(nature_first_role_num > 0, cost / nature_first_role_num, 0), 2) first_role_num_cost,
+                            round(IF(nature_role_num > 0, cost / nature_role_num, 0), 2) role_num_cost,
+                            round(IF(nature_new_user_total_role_num >0, cost / nature_new_user_total_role_num, 0), 2) new_user_total_role_num_cost,
+                            round(IF(nature_reg_num >0, nature_first_role_num / nature_reg_num, 0), 4) first_role_num_rate,
+                            round(IF(nature_reg_num >0, nature_role_num / nature_reg_num, 0), 4) role_num_rate,
+                            round(IF(nature_reg_num >0, nature_new_user_total_role_num / nature_reg_num, 0), 4) new_user_total_role_num_rate
+                        FROM
+                            ads_game_day
+                    """ + cri +
+                    """
+                            ) a
+                    LEFT JOIN (
+                        SELECT
+                            game_id,
+                            game_name,
+                            dt,
+                            nature_da1 as da1,
+                            nature_da2 as da2,
+                            nature_da3 as da3,
+                            nature_da4 as da4,
+                            nature_da5 as da5,
+                            nature_da6 as da6,
+                            nature_da7 as da7,
+                            nature_da8 as da8,
+                            nature_da9 as da9,
+                            nature_da10 as da10,
+                            nature_da11 as da11,
+                            nature_da12 as da12,
+                            nature_da13 as da13,
+                            nature_da14 as da14,
+                            nature_da15 as da15,
+                            nature_da16 as da16,
+                            nature_da17 as da17,
+                            nature_da18 as da18,
+                            nature_da19 as da19,
+                            nature_da20 as da20,
+                            nature_da21 as da21,
+                            nature_da22 as da22,
+                            nature_da23 as da23,
+                            nature_da24 as da24,
+                            nature_da25 as da25,
+                            nature_da26 as da26,
+                            nature_da27 as da27,
+                            nature_da28 as da28,
+                            nature_da29 as da29,
+                            nature_da30 as da30,
+                            nature_da31 as da31,
+                            nature_da32 as da32,
+                            nature_da33 as da33,
+                            nature_da34 as da34,
+                            nature_da35 as da35,
+                            nature_da36 as da36,
+                            nature_da37 as da37,
+                            nature_da38 as da38,
+                            nature_da39 as da39,
+                            nature_da40 as da40,
+                            nature_da41 as da41,
+                            nature_da42 as da42,
+                            nature_da43 as da43,
+                            nature_da44 as da44,
+                            nature_da45 as da45,
+                            nature_da46 as da46,
+                            nature_da47 as da47,
+                            nature_da48 as da48,
+                            nature_da49 as da49,
+                            nature_da50 as da50,
+                            nature_da51 as da51,
+                            nature_da52 as da52,
+                            nature_da53 as da53,
+                            nature_da54 as da54,
+                            nature_da55 as da55,
+                            nature_da56 as da56,
+                            nature_da57 as da57,
+                            nature_da58 as da58,
+                            nature_da59 as da59,
+                            nature_da60 as da60,
+                            nature_da61 as da61,
+                            nature_da62 as da62,
+                            nature_da63 as da63,
+                            nature_da64 as da64,
+                            nature_da65 as da65,
+                            nature_da66 as da66,
+                            nature_da67 as da67,
+                            nature_da68 as da68,
+                            nature_da69 as da69,
+                            nature_da70 as da70,
+                            nature_da71 as da71,
+                            nature_da72 as da72,
+                            nature_da73 as da73,
+                            nature_da74 as da74,
+                            nature_da75 as da75,
+                            nature_da76 as da76,
+                            nature_da77 as da77,
+                            nature_da78 as da78,
+                            nature_da79 as da79,
+                            nature_da80 as da80,
+                            nature_da81 as da81,
+                            nature_da82 as da82,
+                            nature_da83 as da83,
+                            nature_da84 as da84,
+                            nature_da85 as da85,
+                            nature_da86 as da86,
+                            nature_da87 as da87,
+                            nature_da88 as da88,
+                            nature_da89 as da89,
+                            nature_da90 as da90,
+                            nature_m4 as m4,
+                            nature_m5 as m5,
+                            nature_m6 as m6,
+                            nature_m7 as m7,
+                            nature_m8 as m8,
+                            nature_m9 as m9,
+                            nature_m10 as m10,
+                            nature_m11 as m11,
+                            nature_m12 as m12,
+                            nature_total as total,
+                        FROM
+                    """ + tableName + cri +
+                    """
+                        ) b
+                    ON a.game_id = b.game_id and a.cost_date = b.dt and a.game_name = b.game_name
+                    """;
+        }
+        //总量 total
+        return """
+                SELECT
+                    a.*,
+                    b.*
+                FROM (
+                    SELECT
+                        dt cost_date,
+                        game_name,
+                        game_id,
+                        game_classify,
+                        source_system,
+                        cost,
+                        reg_num,
+                        first_new_user_amount_count,
+                        first_new_user_amount_num,
+                        first_new_user_amount,
+                        old_user_count,
+                        old_user_num,
+                        old_user_amount,
+                        amount_count,
+                        amount_num,
+                        amount,
+                        new_user_total_amount_count,
+                        new_user_total_amount_num,
+                        new_user_total_amount,
+                        total_roi,
+                        first_roi,
+                        first_amount_rate,
+                        today_amount_rate,
+                        new_user_rate,
+                        first_avg_amount,
+                        today_avg_amount,
+                        avg_amount,
+                        user_again_rate,
+                        reg_user_arpu,
+                        first_amount_arpu,
+                        today_amount_arpu,
+                        amount_arpu,
+                        reg_cost,
+                        first_amount_cost as first_new_user_recharge_cost,
+                        total_amount_cost as total_recharge_cost,
+                        hundred_user_num,
+                        hundred_user_num_cost,
+                        first_role_num,
+                        role_num,
+                        new_user_total_role_num,
+                        round(IF(first_role_num > 0, cost / first_role_num, 0), 2) first_role_num_cost,
+                        round(IF(role_num > 0, cost / role_num, 0), 2) role_num_cost,
+                        round(IF(new_user_total_role_num >0, cost / new_user_total_role_num, 0), 2) new_user_total_role_num_cost,
+                        round(IF(reg_num >0, first_role_num / reg_num, 0), 4) first_role_num_rate,
+                        round(IF(reg_num >0, role_num / reg_num, 0), 4) role_num_rate,
+                        round(IF(reg_num >0, new_user_total_role_num / reg_num, 0), 4) new_user_total_role_num_rate
+                    FROM
+                        ads_game_day
+                """ + cri +
+                """
+                        ) a
+                LEFT JOIN (
+                    SELECT
+                        game_id,
+                        game_name,
+                        dt,
+                        da1,
+                        da2,
+                        da3,
+                        da4,
+                        da5,
+                        da6,
+                        da7,
+                        da8,
+                        da9,
+                        da10,
+                        da11,
+                        da12,
+                        da13,
+                        da14,
+                        da15,
+                        da16,
+                        da17,
+                        da18,
+                        da19,
+                        da20,
+                        da21,
+                        da22,
+                        da23,
+                        da24,
+                        da25,
+                        da26,
+                        da27,
+                        da28,
+                        da29,
+                        da30,
+                        da31,
+                        da32,
+                        da33,
+                        da34,
+                        da35,
+                        da36,
+                        da37,
+                        da38,
+                        da39,
+                        da40,
+                        da41,
+                        da42,
+                        da43,
+                        da44,
+                        da45,
+                        da46,
+                        da47,
+                        da48,
+                        da49,
+                        da50,
+                        da51,
+                        da52,
+                        da53,
+                        da54,
+                        da55,
+                        da56,
+                        da57,
+                        da58,
+                        da59,
+                        da60,
+                        da61,
+                        da62,
+                        da63,
+                        da64,
+                        da65,
+                        da66,
+                        da67,
+                        da68,
+                        da69,
+                        da70,
+                        da71,
+                        da72,
+                        da73,
+                        da74,
+                        da75,
+                        da76,
+                        da77,
+                        da78,
+                        da79,
+                        da80,
+                        da81,
+                        da82,
+                        da83,
+                        da84,
+                        da85,
+                        da86,
+                        da87,
+                        da88,
+                        da89,
+                        da90,
+                        m4,
+                        m5,
+                        m6,
+                        m7,
+                        m8,
+                        m9,
+                        m10,
+                        m11,
+                        m12,
+                        total
+                    FROM
+                """ + tableName + cri +
+                """
+                    ) b
+                ON a.game_id = b.game_id and a.cost_date = b.dt and a.game_name = b.game_name
+                """;
+    }
+
+    /**
+     * 游戏数据每日总计一栏（按类型返回sql）
+     *
+     * @param type 查询的类型 buy、nature、total
+     * @return String
+     */
+    private String getTotalGameData(String type) {
+        if ("buy".equals(type)) {
+            return """
+                    SELECT
+                        IFNULL(SUM(cost), 0) cost,
+                        IFNULL(SUM(buy_reg_num), 0) reg_num,
+                        IFNULL(SUM(buy_first_new_user_amount_count), 0) first_new_user_amount_count,
+                        IFNULL(SUM(buy_first_new_user_amount_num), 0) first_new_user_amount_num,
+                        IFNULL(SUM(buy_first_new_user_amount), 0) first_new_user_amount,
+                        IFNULL(SUM(buy_old_user_count), 0) old_user_count,
+                        IFNULL(SUM(buy_old_user_num), 0) old_user_num,
+                        IFNULL(SUM(buy_old_user_amount), 0) old_user_amount,
+                        IFNULL(SUM(buy_amount_count), 0) amount_count,
+                        IFNULL(SUM(buy_amount_num), 0) amount_num,
+                        IFNULL(SUM(buy_amount), 0) amount,
+                        IFNULL(SUM(buy_new_user_total_amount_count), 0) new_user_total_amount_count,
+                        IFNULL(SUM(buy_new_user_total_amount_num), 0) new_user_total_amount_num,
+                        IFNULL(SUM(buy_new_user_total_amount), 0) new_user_total_amount,
+                        round(if(SUM(cost) > 0 , SUM(buy_first_new_user_amount) / SUM(cost) ,0), 4) first_roi,
+                        round(if(SUM(buy_reg_num) > 0 , SUM(buy_first_new_user_amount_num) / SUM(buy_reg_num) ,0), 4) first_amount_rate,
+                        round(if(SUM(buy_reg_num) > 0, SUM(buy_new_user_total_amount_num) / SUM(buy_reg_num), 0) ,4) today_amount_rate,
+                        round(if(SUM(buy_amount_num) > 0 , SUM(buy_first_new_user_amount_num) / SUM(buy_amount_num) ,0), 4) new_user_rate,
+                        round(if(SUM(buy_first_new_user_amount_count) > 0, SUM(buy_first_new_user_amount) / SUM(buy_first_new_user_amount_count), 0), 2) first_avg_amount,
+                        round(if(SUM(buy_new_user_total_amount_count) > 0, SUM(buy_new_user_total_amount) / SUM(buy_new_user_total_amount_count), 0), 2) today_avg_amount,
+                        round(if(SUM(buy_amount_count) > 0, SUM(buy_amount) / SUM(buy_amount_count), 0), 2) avg_amount,
+                        round(if(SUM(buy_new_user_total_amount_num) > 0, SUM(buy_reg_order_user_again) / SUM(buy_new_user_total_amount_num), 0), 4) user_again_rate,
+                        round(if(SUM(buy_reg_num) > 0, SUM(buy_new_user_total_amount) / SUM(buy_reg_num), 0), 2) reg_user_arpu,
+                        round(if(SUM(buy_first_new_user_amount_num) > 0 , SUM(buy_first_new_user_amount) / SUM(buy_first_new_user_amount_num), 0), 2) first_amount_arpu,
+                        round(if(SUM(buy_new_user_total_amount_num) > 0 , SUM(buy_new_user_total_amount) / SUM(buy_new_user_total_amount_num), 0), 2) today_amount_arpu,
+                        round(if(SUM(buy_amount_num) > 0, SUM(buy_amount) / SUM(buy_amount_num), 0), 2) amount_arpu,
+                        round(if(SUM(buy_reg_num) > 0, SUM(cost) / SUM(buy_reg_num), 0), 2) reg_cost,
+                        round(if(SUM(buy_first_new_user_amount_num) > 0, SUM(cost) / SUM(buy_first_new_user_amount_num), 0), 2) first_new_user_recharge_cost,
+                        round(if(SUM(buy_new_user_total_amount_num) > 0, SUM(cost) / SUM(buy_new_user_total_amount_num), 0), 2) total_recharge_cost,
+                        round(if(SUM(cost) > 0, SUM(buy_new_user_total_amount) / SUM(cost), 0), 4) total_roi,
+                        IFNULL(SUM(buy_hundred_user_num), 0) hundred_user_num,
+                        round(IF(SUM(buy_hundred_user_num) > 0, SUM(cost) / SUM(buy_hundred_user_num), 0), 2) hundred_user_num_cost,
+                        IFNULL(SUM(buy_first_role_num), 0) first_role_num,
+                        IFNULL(SUM(buy_role_num), 0) role_num,
+                        IFNULL(SUM(buy_new_user_total_role_num), 0) new_user_total_role_num,
+                        round(IF(SUM(buy_first_role_num) > 0, SUM(cost) / SUM(buy_first_role_num), 0), 2) first_role_num_cost,
+                        round(IF(SUM(buy_role_num) > 0, SUM(cost) / SUM(buy_role_num), 0), 2) role_num_cost,
+                        round(IF(SUM(buy_new_user_total_role_num) >0, SUM(cost) / SUM(buy_new_user_total_role_num), 0), 2) new_user_total_role_num_cost,
+                        round(IF(SUM(buy_reg_num) >0, SUM(buy_first_role_num) / SUM(buy_reg_num), 0), 4) first_role_num_rate,
+                        round(IF(SUM(buy_reg_num) >0, SUM(buy_role_num) / SUM(buy_reg_num), 0), 4) role_num_rate,
+                        round(IF(SUM(buy_reg_num) >0, SUM(buy_new_user_total_role_num) / SUM(buy_reg_num), 0), 4) new_user_total_role_num_rate
+                    FROM
+                        ads_game_day
+                    """;
+        } else if ("nature".equals(type)) {
+            return """
+                    SELECT
+                        IFNULL(SUM(cost), 0) cost,
+                        IFNULL(SUM(nature_reg_num), 0) reg_num,
+                        IFNULL(SUM(nature_first_new_user_amount_count), 0) first_new_user_amount_count,
+                        IFNULL(SUM(nature_first_new_user_amount_num), 0) first_new_user_amount_num,
+                        IFNULL(SUM(nature_first_new_user_amount), 0) first_new_user_amount,
+                        IFNULL(SUM(nature_old_user_count), 0) old_user_count,
+                        IFNULL(SUM(nature_old_user_num), 0) old_user_num,
+                        IFNULL(SUM(nature_old_user_amount), 0) old_user_amount,
+                        IFNULL(SUM(nature_amount_count), 0) amount_count,
+                        IFNULL(SUM(nature_amount_num), 0) amount_num,
+                        IFNULL(SUM(nature_amount), 0) amount,
+                        IFNULL(SUM(nature_new_user_total_amount_count), 0) new_user_total_amount_count,
+                        IFNULL(SUM(nature_new_user_total_amount_num), 0) new_user_total_amount_num,
+                        IFNULL(SUM(nature_new_user_total_amount), 0) new_user_total_amount,
+                        round(if(SUM(cost) > 0 , SUM(nature_first_new_user_amount) / SUM(cost) ,0), 4) first_roi,
+                        round(if(SUM(nature_reg_num) > 0 , SUM(nature_first_new_user_amount_num) / SUM(nature_reg_num) ,0), 4) first_amount_rate,
+                        round(if(SUM(nature_reg_num) > 0, SUM(nature_new_user_total_amount_num) / SUM(nature_reg_num), 0) ,4) today_amount_rate,
+                        round(if(SUM(nature_amount_num) > 0 , SUM(nature_first_new_user_amount_num) / SUM(nature_amount_num) ,0), 4) new_user_rate,
+                        round(if(SUM(nature_first_new_user_amount_count) > 0, SUM(nature_first_new_user_amount) / SUM(nature_first_new_user_amount_count), 0), 2) first_avg_amount,
+                        round(if(SUM(nature_new_user_total_amount_count) > 0, SUM(nature_new_user_total_amount) / SUM(nature_new_user_total_amount_count), 0), 2) today_avg_amount,
+                        round(if(SUM(nature_amount_count) > 0, SUM(nature_amount) / SUM(nature_amount_count), 0), 2) avg_amount,
+                        round(if(SUM(nature_new_user_total_amount_num) > 0, SUM(nature_reg_order_user_again) / SUM(nature_new_user_total_amount_num), 0), 4) user_again_rate,
+                        round(if(SUM(nature_reg_num) > 0, SUM(nature_new_user_total_amount) / SUM(nature_reg_num), 0), 2) reg_user_arpu,
+                        round(if(SUM(nature_first_new_user_amount_num) > 0 , SUM(nature_first_new_user_amount) / SUM(nature_first_new_user_amount_num), 0), 2) first_amount_arpu,
+                        round(if(SUM(nature_new_user_total_amount_num) > 0 , SUM(nature_new_user_total_amount) / SUM(nature_new_user_total_amount_num), 0), 2) today_amount_arpu,
+                        round(if(SUM(nature_amount_num) > 0, SUM(nature_amount) / SUM(nature_amount_num), 0), 2) amount_arpu,
+                        round(if(SUM(nature_reg_num) > 0, SUM(cost) / SUM(nature_reg_num), 0), 2) reg_cost,
+                        round(if(SUM(nature_first_new_user_amount_num) > 0, SUM(cost) / SUM(nature_first_new_user_amount_num), 0), 2) first_new_user_recharge_cost,
+                        round(if(SUM(nature_new_user_total_amount_num) > 0, SUM(cost) / SUM(nature_new_user_total_amount_num), 0), 2) total_recharge_cost,
+                        round(if(SUM(cost) > 0, SUM(nature_new_user_total_amount) / SUM(cost), 0), 4) total_roi,
+                        IFNULL(SUM(nature_hundred_user_num), 0) hundred_user_num,
+                        round(IF(SUM(nature_hundred_user_num) > 0, SUM(cost) / SUM(nature_hundred_user_num), 0), 2) hundred_user_num_cost,
+                        IFNULL(SUM(nature_first_role_num), 0) first_role_num,
+                        IFNULL(SUM(nature_role_num), 0) role_num,
+                        IFNULL(SUM(nature_new_user_total_role_num), 0) new_user_total_role_num,
+                        round(IF(SUM(nature_first_role_num) > 0, SUM(cost) / SUM(nature_first_role_num), 0), 2) first_role_num_cost,
+                        round(IF(SUM(nature_role_num) > 0, SUM(cost) / SUM(nature_role_num), 0), 2) role_num_cost,
+                        round(IF(SUM(nature_new_user_total_role_num) >0, SUM(cost) / SUM(nature_new_user_total_role_num), 0), 2) new_user_total_role_num_cost,
+                        round(IF(SUM(nature_reg_num) >0, SUM(nature_first_role_num) / SUM(nature_reg_num), 0), 4) first_role_num_rate,
+                        round(IF(SUM(nature_reg_num) >0, SUM(nature_role_num) / SUM(nature_reg_num), 0), 4) role_num_rate,
+                        round(IF(SUM(nature_reg_num) >0, SUM(nature_new_user_total_role_num) / SUM(nature_reg_num), 0), 4) new_user_total_role_num_rate
+                    FROM
+                        ads_game_day
+                    """;
+        }
+        //total总量数据
+        return """
+                SELECT
+                    IFNULL(SUM(cost), 0) cost,
+                    IFNULL(SUM(reg_num), 0) reg_num,
+                    IFNULL(SUM(first_new_user_amount_count), 0) first_new_user_amount_count,
+                    IFNULL(SUM(first_new_user_amount_num), 0) first_new_user_amount_num,
+                    IFNULL(SUM(first_new_user_amount), 0) first_new_user_amount,
+                    IFNULL(SUM(old_user_count), 0) old_user_count,
+                    IFNULL(SUM(old_user_num), 0) old_user_num,
+                    IFNULL(SUM(old_user_amount), 0) old_user_amount,
+                    IFNULL(SUM(amount_count), 0) amount_count,
+                    IFNULL(SUM(amount_num), 0) amount_num,
+                    IFNULL(SUM(amount), 0) amount,
+                    IFNULL(SUM(new_user_total_amount_count), 0) new_user_total_amount_count,
+                    IFNULL(SUM(new_user_total_amount_num), 0) new_user_total_amount_num,
+                    IFNULL(SUM(new_user_total_amount), 0) new_user_total_amount,
+                    round(if(SUM(cost) > 0 , SUM(first_new_user_amount) / SUM(cost) ,0), 4) first_roi,
+                    round(if(SUM(reg_num) > 0 , SUM(first_new_user_amount_num) / SUM(reg_num) ,0), 4) first_amount_rate,
+                    round(if(SUM(reg_num) > 0, SUM(new_user_total_amount_num) / SUM(reg_num), 0) ,4) today_amount_rate,
+                    round(if(SUM(amount_num) > 0 , SUM(first_new_user_amount_num) / SUM(amount_num) ,0), 4) new_user_rate,
+                    round(if(SUM(first_new_user_amount_count) > 0, SUM(first_new_user_amount) / SUM(first_new_user_amount_count), 0), 2) first_avg_amount,
+                    round(if(SUM(new_user_total_amount_count) > 0, SUM(new_user_total_amount) / SUM(new_user_total_amount_count), 0), 2) today_avg_amount,
+                    round(if(SUM(amount_count) > 0, SUM(amount) / SUM(amount_count), 0), 2) avg_amount,
+                    round(if(SUM(new_user_total_amount_num) > 0, SUM(reg_order_user_again) / SUM(new_user_total_amount_num), 0), 4) user_again_rate,
+                    round(if(SUM(reg_num) > 0, SUM(new_user_total_amount) / SUM(reg_num), 0), 2) reg_user_arpu,
+                    round(if(SUM(first_new_user_amount_num) > 0 , SUM(first_new_user_amount) / SUM(first_new_user_amount_num), 0), 2) first_amount_arpu,
+                    round(if(SUM(new_user_total_amount_num) > 0 , SUM(new_user_total_amount) / SUM(new_user_total_amount_num), 0), 2) today_amount_arpu,
+                    round(if(SUM(amount_num) > 0, SUM(amount) / SUM(amount_num), 0), 2) amount_arpu,
+                    round(if(SUM(reg_num) > 0, SUM(cost) / SUM(reg_num), 0), 2) reg_cost,
+                    round(if(SUM(first_new_user_amount_num) > 0, SUM(cost) / SUM(first_new_user_amount_num), 0), 2) first_new_user_recharge_cost,
+                    round(if(SUM(new_user_total_amount_num) > 0, SUM(cost) / SUM(new_user_total_amount_num), 0), 2) total_recharge_cost,
+                    round(if(SUM(cost) > 0, SUM(new_user_total_amount) / SUM(cost), 0), 4) total_roi,
+                    IFNULL(SUM(hundred_user_num), 0) hundred_user_num,
+                    round(IF(SUM(hundred_user_num) > 0, SUM(cost) / SUM(hundred_user_num), 0), 2) hundred_user_num_cost,
+                    IFNULL(SUM(first_role_num), 0) first_role_num,
+                    IFNULL(SUM(role_num), 0) role_num,
+                    IFNULL(SUM(new_user_total_role_num), 0) new_user_total_role_num,
+                    round(IF(SUM(first_role_num) > 0, SUM(cost) / SUM(first_role_num), 0), 2) first_role_num_cost,
+                    round(IF(SUM(role_num) > 0, SUM(cost) / SUM(role_num), 0), 2) role_num_cost,
+                    round(IF(SUM(new_user_total_role_num) >0, SUM(cost) / SUM(new_user_total_role_num), 0), 2) new_user_total_role_num_cost,
+                    round(IF(SUM(reg_num) >0, SUM(first_role_num) / SUM(reg_num), 0), 4) first_role_num_rate,
+                    round(IF(SUM(reg_num) >0, SUM(role_num) / SUM(reg_num), 0), 4) role_num_rate,
+                    round(IF(SUM(reg_num) >0, SUM(new_user_total_role_num) / SUM(reg_num), 0), 4) new_user_total_role_num_rate
+                FROM
+                    ads_game_day
+                """;
+    }
+
+}