统计：会员统计

owen
1 parent 383439f9
Showing 34 changed files with 731 additions and 58 deletions
sql/mysql/statistics.sql
yudao-framework/yudao-common/src/main/java/cn/iocoder/yudao/framework/common/util/collection/CollectionUtils.java
yudao-framework/yudao-spring-boot-starter-biz-ip/src/main/java/cn/iocoder/yudao/framework/ip/core/utils/AreaUtils.java
yudao-module-mall/yudao-module-statistics-biz/pom.xml
yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/member/MemberStatisticsController.java
yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/member/vo/MemberAnalyseComparisonRespVO.java
yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/member/vo/MemberAnalyseReqVO.java
yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/member/vo/MemberAnalyseRespVO.java
yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/member/vo/MemberSexStatisticsRespVO.java
yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/member/vo/MemberSummaryRespVO.java
yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/member/vo/MemberTerminalStatisticsRespVO.java
yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/convert/member/MemberStatisticsConvert.java
yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/dal/mysql/infra/ApiAccessLogStatisticsMapper.java
yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/dal/mysql/member/MemberStatisticsMapper.java
yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/dal/mysql/trade/TradeOrderStatisticsMapper.java
yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/dal/mysql/trade/TradeStatisticsMapper.java
yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/infra/ApiAccessLogStatisticsService.java
yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/infra/ApiAccessLogStatisticsServiceImpl.java
yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/member/MemberStatisticsService.java
yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/member/MemberStatisticsServiceImpl.java
@@ -28,16 +28,22 @@ CREATE INDEX trade_statistics_time_index
     ON trade_statistics (time);
 -- 菜单
-INSERT INTO `ruoyi-vue-pro`.system_menu (name, permission, type, sort, parent_id, path, icon, component, component_name)
+INSERT INTO system_menu (name, permission, type, sort, parent_id, path, icon, component, component_name)
 VALUES ('统计管理', '', 1, 4, 0, '/statistics', 'ep:data-line', '', '');
 SELECT @parentId := LAST_INSERT_ID();
-INSERT INTO `ruoyi-vue-pro`.system_menu (name, permission, type, sort, parent_id, path, icon, component, component_name)
-VALUES ('交易统计', '', 2, 4, @parentId, 'trade', 'fa-solid:credit-card', 'statistics/trade/index', 'TradeStatistics');
+-- 交易统计
+INSERT INTO system_menu (name, permission, type, sort, parent_id, path, icon, component, component_name)
+VALUES ('交易统计', '', 2, 1, @parentId, 'trade', 'fa-solid:credit-card', 'statistics/trade/index', 'TradeStatistics');
 SELECT @parentId := LAST_INSERT_ID();
--- 按钮
 INSERT INTO system_menu(name, permission, type, sort, parent_id, path, icon, component, status)
 VALUES ('交易统计查询', 'statistics:trade:query', 3, 1, @parentId, '', '', '', 0);
 INSERT INTO system_menu(name, permission, type, sort, parent_id, path, icon, component, status)
 VALUES ('交易统计导出', 'statistics:trade:export', 3, 2, @parentId, '', '', '', 0);
+-- 会员统计
+INSERT INTO system_menu (name, permission, type, sort, parent_id, path, icon, component, component_name)
+VALUES ('会员统计', '', 2, 2, @parentId, 'member', 'ep:avatar', 'statistics/member/index', 'MemberStatistics');
+SELECT @parentId := LAST_INSERT_ID();
+INSERT INTO system_menu(name, permission, type, sort, parent_id, path, icon, component, status)
+VALUES ('会员统计查询', 'statistics:member:query', 3, 1, @parentId, '', '', '', 0);
@@ -2,6 +2,7 @@ package cn.iocoder.yudao.framework.common.util.collection;
 import cn.hutool.core.collection.CollUtil;
 import cn.hutool.core.collection.CollectionUtil;
+import cn.hutool.core.util.ArrayUtil;
 import com.google.common.collect.ImmutableMap;
 import java.util.*;
@@ -50,6 +51,13 @@ public class CollectionUtils {
         return new ArrayList<>(convertMap(from, keyMapper, Function.identity(), cover).values());
     }
+    public static <T, U> List<U> convertList(T[] from, Function<T, U> func) {
+        if (ArrayUtil.isEmpty(from)) {
+            return new ArrayList<>();
+        }
+        return convertList(Arrays.asList(from), func);
+    }
+
     public static <T, U> List<U> convertList(Collection<T> from, Function<T, U> func) {
         if (CollUtil.isEmpty(from)) {
             return new ArrayList<>();
@@ -162,8 +170,8 @@ public class CollectionUtils {
     /**
      * 对比老、新两个列表，找出新增、修改、删除的数据
      *
-     * @param oldList 老列表
-     * @param newList 新列表
+     * @param oldList  老列表
+     * @param newList  新列表
      * @param sameFunc 对比函数，返回 true 表示相同，返回 false 表示不同
      *                 注意，same 是通过每个元素的“标识”，判断它们是不是同一个数据
      * @return [新增列表、修改列表、删除列表]
@@ -7,12 +7,16 @@ import cn.hutool.core.text.csv.CsvUtil;
 import cn.iocoder.yudao.framework.common.util.object.ObjectUtils;
 import cn.iocoder.yudao.framework.ip.core.Area;
 import cn.iocoder.yudao.framework.ip.core.enums.AreaTypeEnum;
+import lombok.NonNull;
 import lombok.extern.slf4j.Slf4j;
 import java.util.ArrayList;
 import java.util.HashMap;
 import java.util.List;
 import java.util.Map;
+import java.util.function.Function;
+
+import static cn.iocoder.yudao.framework.common.util.collection.CollectionUtils.convertList;
 /**
  * 区域工具类
@@ -108,7 +112,7 @@ public class AreaUtils {
             // “递归”父节点
             area = area.getParent();
             if (area == null
-                || ObjectUtils.equalsAny(area.getId(), Area.ID_GLOBAL, Area.ID_CHINA)) { // 跳过父节点为中国的情况
+                    || ObjectUtils.equalsAny(area.getId(), Area.ID_GLOBAL, Area.ID_CHINA)) { // 跳过父节点为中国的情况
                 break;
             }
             sb.insert(0, separator);
@@ -116,4 +120,35 @@ public class AreaUtils {
         return sb.toString();
     }
+    /**
+     * 获取指定类型的区域列表
+     *
+     * @param type 区域类型
+     * @param func 转换函数
+     * @param <T>  结果类型
+     * @return 区域列表
+     */
+    public static <T> List<T> getByType(AreaTypeEnum type, Function<Area, T> func) {
+        return convertList(areas.values(), func, area -> type.getType().equals(area.getType()));
+    }
+
+    public static Integer getParentIdByType(Integer id, @NonNull AreaTypeEnum type) {
+        do {
+            Area area = AreaUtils.getArea(id);
+            if (area == null) {
+                return null;
+            }
+
+            if (type.getType().equals(area.getType())) {
+                return area.getId();
+            }
+
+            if (area.getParent() == null || area.getParent().getId() == null) {
+                return null;
+            }
+
+            id = area.getParent().getId();
+        } while (true);
+    }
+
 }
@@ -59,6 +59,11 @@
             <artifactId>yudao-spring-boot-starter-biz-tenant</artifactId>
         </dependency>
+        <dependency>
+            <groupId>cn.iocoder.boot</groupId>
+            <artifactId>yudao-spring-boot-starter-biz-ip</artifactId>
+        </dependency>
+
         <!-- Web 相关 -->
         <dependency>
             <groupId>cn.iocoder.boot</groupId>
 package cn.iocoder.yudao.module.statistics.controller.admin.member;
+import cn.hutool.core.util.ArrayUtil;
+import cn.iocoder.yudao.framework.common.enums.TerminalEnum;
 import cn.iocoder.yudao.framework.common.pojo.CommonResult;
-import cn.iocoder.yudao.module.statistics.controller.admin.member.vo.MemberAreaStatisticsRespVO;
-import cn.iocoder.yudao.module.statistics.controller.admin.member.vo.MemberSexStatisticsRespVO;
-import cn.iocoder.yudao.module.statistics.controller.admin.member.vo.MemberSummaryRespVO;
-import cn.iocoder.yudao.module.statistics.controller.admin.member.vo.MemberTerminalStatisticsRespVO;
-import cn.iocoder.yudao.module.statistics.controller.admin.trade.vo.TradeStatisticsComparisonRespVO;
+import cn.iocoder.yudao.module.statistics.controller.admin.member.vo.*;
+import cn.iocoder.yudao.module.statistics.service.member.MemberStatisticsService;
 import io.swagger.v3.oas.annotations.Operation;
 import io.swagger.v3.oas.annotations.tags.Tag;
 import lombok.extern.slf4j.Slf4j;
+import org.springframework.security.access.prepost.PreAuthorize;
 import org.springframework.validation.annotation.Validated;
 import org.springframework.web.bind.annotation.GetMapping;
 import org.springframework.web.bind.annotation.RequestMapping;
 import org.springframework.web.bind.annotation.RestController;
+import javax.annotation.Resource;
 import java.util.List;
+import static cn.iocoder.yudao.framework.common.pojo.CommonResult.success;
+import static cn.iocoder.yudao.framework.common.util.collection.CollectionUtils.convertList;
+
 @Tag(name = "管理后台 - 会员统计")
 @RestController
 @RequestMapping("/statistics/member")
@@ -23,36 +27,47 @@ import java.util.List;
 @Slf4j
 public class MemberStatisticsController {
-    // TODO @疯狂：一个类似 getTradeTrendSummaryComparison 的接口
-    // TODO @疯狂：一个类似 getTradeStatisticsList 的接口
+    @Resource
+    private MemberStatisticsService memberStatisticsService;
     @GetMapping("/summary")
     @Operation(summary = "获得会员统计")
-    public CommonResult<TradeStatisticsComparisonRespVO<MemberSummaryRespVO>> getMemberSummary() {
-        // TODO 疯狂：目前先直接计算；
-        return null;
+    @PreAuthorize("@ss.hasPermission('statistics:member:query')")
+    public CommonResult<MemberSummaryRespVO> getMemberSummary() {
+        return success(memberStatisticsService.getMemberSummary());
+    }
+
+    @GetMapping("/analyse")
+    @Operation(summary = "获得会员分析数据")
+    @PreAuthorize("@ss.hasPermission('statistics:member:query')")
+    public CommonResult<MemberAnalyseRespVO> getMemberAnalyse(MemberAnalyseReqVO reqVO) {
+        return success(memberStatisticsService.getMemberAnalyse(
+                ArrayUtil.get(reqVO.getTimes(), 0), ArrayUtil.get(reqVO.getTimes(), 1)));
     }
     @GetMapping("/get-area-statistics-list")
     @Operation(summary = "按照省份，获得会员统计列表")
+    @PreAuthorize("@ss.hasPermission('statistics:member:query')")
     public CommonResult<List<MemberAreaStatisticsRespVO>> getMemberAreaStatisticsList() {
-        // TODO 疯狂：目前先直接计算，进行统计；后续再考虑优化
-        return null;
+        return success(memberStatisticsService.getMemberAreaStatisticsList());
     }
     @GetMapping("/get-sex-statistics-list")
     @Operation(summary = "按照性别，获得会员统计列表")
+    @PreAuthorize("@ss.hasPermission('statistics:member:query')")
     public CommonResult<List<MemberSexStatisticsRespVO>> getMemberSexStatisticsList() {
-        // TODO 疯狂：目前先直接计算，进行统计；后续再考虑优化
-        return null;
+        return success(memberStatisticsService.getMemberSexStatisticsList());
     }
     @GetMapping("/get-terminal-statistics-list")
     @Operation(summary = "按照终端，获得会员统计列表")
+    @PreAuthorize("@ss.hasPermission('statistics:member:query')")
     public CommonResult<List<MemberTerminalStatisticsRespVO>> getMemberTerminalStatisticsList() {
-        // TODO 疯狂：目前先直接计算，进行统计；后续再考虑优化
         // TODO 疯狂：这个可以晚点写，因为 user = = 上还没记录 terminal
-        return null;
+        List<MemberTerminalStatisticsRespVO> list = convertList(TerminalEnum.values(),
+                t -> new MemberTerminalStatisticsRespVO()
+                        .setTerminal(t.getTerminal()).setUserCount(t.getTerminal() * 100));
+        return success(list);
     }
 }
+package cn.iocoder.yudao.module.statistics.controller.admin.member.vo;
+
+import io.swagger.v3.oas.annotations.media.Schema;
+import lombok.Data;
+
+@Schema(description = "管理后台 - 会员分析对照数据 Response VO")
+@Data
+public class MemberAnalyseComparisonRespVO {
+
+    @Schema(description = "会员数量", requiredMode = Schema.RequiredMode.REQUIRED, example = "1024")
+    private Integer userCount;
+
+    @Schema(description = "活跃用户数量", requiredMode = Schema.RequiredMode.REQUIRED, example = "1024")
+    private Integer activeUserCount;
+
+    @Schema(description = "充值会员数量", requiredMode = Schema.RequiredMode.REQUIRED, example = "221")
+    private Integer rechargeUserCount;
+
+}
+package cn.iocoder.yudao.module.statistics.controller.admin.member.vo;
+
+import io.swagger.v3.oas.annotations.media.Schema;
+import lombok.Data;
+import org.springframework.format.annotation.DateTimeFormat;
+
+import java.time.LocalDateTime;
+
+import static cn.iocoder.yudao.framework.common.util.date.DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND;
+
+@Schema(description = "管理后台 - 会员分析 Request VO")
+@Data
+public class MemberAnalyseReqVO {
+
+    @DateTimeFormat(pattern = FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND)
+    @Schema(description = "时间范围")
+    private LocalDateTime[] times;
+
+}
+package cn.iocoder.yudao.module.statistics.controller.admin.member.vo;
+
+import cn.iocoder.yudao.module.statistics.controller.admin.trade.vo.TradeStatisticsComparisonRespVO;
+import io.swagger.v3.oas.annotations.media.Schema;
+import lombok.Data;
+
+@Schema(description = "管理后台 - 会员分析 Response VO")
+@Data
+public class MemberAnalyseRespVO {
+
+    @Schema(description = "访客数量", requiredMode = Schema.RequiredMode.REQUIRED, example = "1024")
+    private Integer visitorCount;
+
+    @Schema(description = "下单用户数量", requiredMode = Schema.RequiredMode.REQUIRED, example = "1024")
+    private Integer orderUserCount;
+
+    @Schema(description = "成交用户数量", requiredMode = Schema.RequiredMode.REQUIRED, example = "1024")
+    private Integer payUserCount;
+
+    @Schema(description = "客单价", requiredMode = Schema.RequiredMode.REQUIRED, example = "1024")
+    private Integer atv;
+
+    @Schema(description = "对照数据", requiredMode = Schema.RequiredMode.REQUIRED)
+    private TradeStatisticsComparisonRespVO<MemberAnalyseComparisonRespVO> comparison;
+
+}
@@ -13,11 +13,4 @@ public class MemberSexStatisticsRespVO {
     @Schema(description = "会员数量", requiredMode = Schema.RequiredMode.REQUIRED, example = "1024")
     private Integer userCount;
-    @Schema(description = "订单创建数量", requiredMode = Schema.RequiredMode.REQUIRED, example = "1024")
-    private Integer orderCreateCount;
-    @Schema(description = "订单支付数量", requiredMode = Schema.RequiredMode.REQUIRED, example = "512")
-    private Integer orderPayCount;
-    @Schema(description = "订单支付金额，单位：分", requiredMode = Schema.RequiredMode.REQUIRED, example = "622")
-    private Integer orderPayPrice;
-
 }
@@ -15,6 +15,7 @@ public class MemberSummaryRespVO {
     @Schema(description = "充值金额", requiredMode = Schema.RequiredMode.REQUIRED, example = "1024")
     private Integer rechargePrice;
+
     @Schema(description = "支出金额", requiredMode = Schema.RequiredMode.REQUIRED, example = "1024")
     private Integer expensePrice;
@@ -3,7 +3,7 @@ package cn.iocoder.yudao.module.statistics.controller.admin.member.vo;
 import io.swagger.v3.oas.annotations.media.Schema;
 import lombok.Data;
-@Schema(description = "管理后台 - 终端性别统计 Response VO")
+@Schema(description = "管理后台 - 会员终端统计 Response VO")
 @Data
 public class MemberTerminalStatisticsRespVO {
@@ -13,11 +13,4 @@ public class MemberTerminalStatisticsRespVO {
     @Schema(description = "会员数量", requiredMode = Schema.RequiredMode.REQUIRED, example = "1024")
     private Integer userCount;
-    @Schema(description = "订单创建数量", requiredMode = Schema.RequiredMode.REQUIRED, example = "1024")
-    private Integer orderCreateCount;
-    @Schema(description = "订单支付数量", requiredMode = Schema.RequiredMode.REQUIRED, example = "512")
-    private Integer orderPayCount;
-    @Schema(description = "订单支付金额，单位：分", requiredMode = Schema.RequiredMode.REQUIRED, example = "622")
-    private Integer orderPayPrice;
-
 }
+package cn.iocoder.yudao.module.statistics.convert.member;
+
+import cn.hutool.core.map.MapUtil;
+import cn.hutool.core.util.ObjUtil;
+import cn.iocoder.yudao.framework.common.util.collection.CollectionUtils;
+import cn.iocoder.yudao.framework.ip.core.Area;
+import cn.iocoder.yudao.module.statistics.controller.admin.member.vo.MemberAreaStatisticsRespVO;
+import org.mapstruct.Mapper;
+import org.mapstruct.factory.Mappers;
+
+import java.util.List;
+import java.util.Map;
+import java.util.Optional;
+
+/**
+ * 会员统计 Convert
+ *
+ * @author owen
+ */
+@Mapper
+public interface MemberStatisticsConvert {
+
+    MemberStatisticsConvert INSTANCE = Mappers.getMapper(MemberStatisticsConvert.class);
+
+    default List<MemberAreaStatisticsRespVO> convertList(List<Area> areaList,
+                                                         Map<Integer, Integer> userCountMap,
+                                                         Map<Integer, MemberAreaStatisticsRespVO> orderMap) {
+        return CollectionUtils.convertList(areaList, area -> {
+            MemberAreaStatisticsRespVO orderVo = Optional.ofNullable(orderMap.get(area.getId())).orElseGet(MemberAreaStatisticsRespVO::new);
+            return new MemberAreaStatisticsRespVO()
+                    .setAreaId(area.getId()).setAreaName(area.getName())
+                    .setUserCount(MapUtil.getInt(userCountMap, area.getId(), 0))
+                    .setOrderCreateCount(ObjUtil.defaultIfNull(orderVo.getOrderCreateCount(), 0))
+                    .setOrderPayCount(ObjUtil.defaultIfNull(orderVo.getOrderPayCount(), 0))
+                    .setOrderPayPrice(ObjUtil.defaultIfNull(orderVo.getOrderPayPrice(), 0));
+        });
+    }
+
+}
+package cn.iocoder.yudao.module.statistics.dal.mysql.infra;
+
+import cn.iocoder.yudao.framework.mybatis.core.mapper.BaseMapperX;
+import org.apache.ibatis.annotations.Mapper;
+import org.apache.ibatis.annotations.Param;
+
+import java.time.LocalDateTime;
+
+/**
+ * API 访问日志统计 Mapper
+ *
+ * @author owen
+ */
+@Mapper
+public interface ApiAccessLogStatisticsMapper extends BaseMapperX<Object> {
+
+    Integer selectCountByIp(@Param("beginTime") LocalDateTime beginTime, @Param("endTime") LocalDateTime endTime);
+
+    Integer selectCountByUserId(@Param("beginTime") LocalDateTime beginTime, @Param("endTime") LocalDateTime endTime);
+
+}
+package cn.iocoder.yudao.module.statistics.dal.mysql.member;
+
+import cn.iocoder.yudao.framework.mybatis.core.mapper.BaseMapperX;
+import cn.iocoder.yudao.module.statistics.controller.admin.member.vo.MemberAreaStatisticsRespVO;
+import cn.iocoder.yudao.module.statistics.controller.admin.member.vo.MemberSexStatisticsRespVO;
+import org.apache.ibatis.annotations.Mapper;
+import org.apache.ibatis.annotations.Param;
+
+import java.time.LocalDateTime;
+import java.util.List;
+
+/**
+ * 会员统计 Mapper
+ *
+ * @author owen
+ */
+@Mapper
+public interface MemberStatisticsMapper extends BaseMapperX<Object> {
+
+    List<MemberAreaStatisticsRespVO> selectSummaryListByAreaId();
+
+    List<MemberSexStatisticsRespVO> selectSummaryListBySex();
+
+    Integer selectUserCount(@Param("beginTime") LocalDateTime beginTime, @Param("endTime") LocalDateTime endTime);
+
+}
-package cn.iocoder.yudao.module.statistics.dal.mysql.trade;
+package cn.iocoder.yudao.module.statistics.dal.mysql.pay;
 import cn.iocoder.yudao.framework.mybatis.core.mapper.BaseMapperX;
+import cn.iocoder.yudao.module.statistics.controller.admin.member.vo.MemberSummaryRespVO;
 import cn.iocoder.yudao.module.statistics.service.trade.bo.WalletSummaryRespBO;
 import cn.iocoder.yudao.module.statistics.dal.dataobject.trade.TradeStatisticsDO;
 import org.apache.ibatis.annotations.Mapper;
@@ -27,4 +28,9 @@ public interface PayWalletStatisticsMapper extends BaseMapperX&lt;TradeStatisticsDO
     Integer selectPriceSummaryByBizTypeAndCreateTimeBetween(@Param("beginTime") LocalDateTime beginTime,
                                                             @Param("endTime") LocalDateTime endTime,
                                                             @Param("bizType") Integer bizType);
+
+    MemberSummaryRespVO selectRechargeSummaryGroupByWalletId(@Param("beginTime") LocalDateTime beginTime,
+                                                             @Param("endTime") LocalDateTime endTime,
+                                                             @Param("payStatus") Boolean payStatus);
+
 }
 package cn.iocoder.yudao.module.statistics.dal.mysql.trade;
 import cn.iocoder.yudao.framework.mybatis.core.mapper.BaseMapperX;
+import cn.iocoder.yudao.module.statistics.controller.admin.member.vo.MemberAreaStatisticsRespVO;
 import cn.iocoder.yudao.module.statistics.dal.dataobject.trade.TradeStatisticsDO;
-import cn.iocoder.yudao.module.statistics.service.trade.bo.TradeOrderSummaryRespBO;
 import org.apache.ibatis.annotations.Mapper;
 import org.apache.ibatis.annotations.Param;
 import java.time.LocalDateTime;
+import java.util.List;
 /**
  * 交易统计 Mapper
@@ -16,7 +17,21 @@ import java.time.LocalDateTime;
 @Mapper
 public interface TradeOrderStatisticsMapper extends BaseMapperX<TradeStatisticsDO> {
-    TradeOrderSummaryRespBO selectSummaryByPayTimeBetween(@Param("beginTime") LocalDateTime beginTime,
-                                                          @Param("endTime") LocalDateTime endTime);
+    List<MemberAreaStatisticsRespVO> selectSummaryListByAreaId();
+
+    Integer selectCountByCreateTimeBetween(@Param("beginTime") LocalDateTime beginTime,
+                                           @Param("endTime") LocalDateTime endTime);
+
+    Integer selectCountByPayTimeBetween(@Param("beginTime") LocalDateTime beginTime,
+                                        @Param("endTime") LocalDateTime endTime);
+
+    Integer selectSummaryPriceByPayTimeBetween(@Param("beginTime") LocalDateTime beginTime,
+                                               @Param("endTime") LocalDateTime endTime);
+
+    Integer selectUserCountByCreateTimeBetween(@Param("beginTime") LocalDateTime beginTime,
+                                               @Param("endTime") LocalDateTime endTime);
+
+    Integer selectUserCountByPayTimeBetween(@Param("beginTime") LocalDateTime beginTime,
+                                            @Param("endTime") LocalDateTime endTime);
 }
@@ -30,4 +30,7 @@ public interface TradeStatisticsMapper extends BaseMapperX&lt;TradeStatisticsDO&gt; {
     List<TradeTrendSummaryRespVO> selectListByTimeBetween(@Param("beginTime") LocalDateTime beginTime,
                                                           @Param("endTime") LocalDateTime endTime);
+
+    Integer selectExpensePriceByTimeBetween(@Param("beginTime") LocalDateTime beginTime,
+                                            @Param("endTime") LocalDateTime endTime);
 }
+package cn.iocoder.yudao.module.statistics.service.infra;
+
+import java.time.LocalDateTime;
+
+/**
+ * API 访问日志统计 Service 接口
+ *
+ * @author owen
+ */
+public interface ApiAccessLogStatisticsService {
+
+    /**
+     * 获取活跃用户数量
+     *
+     * @param beginTime 起始时间
+     * @param endTime   截止时间
+     * @return 活跃用户数量
+     */
+    Integer getActiveUserCount(LocalDateTime beginTime, LocalDateTime endTime);
+
+    /**
+     * 获取访问用户数量
+     *
+     * @param beginTime 起始时间
+     * @param endTime   截止时间
+     * @return 访问用户数量
+     */
+    Integer getVisitorUserCount(LocalDateTime beginTime, LocalDateTime endTime);
+
+}
+package cn.iocoder.yudao.module.statistics.service.infra;
+
+import cn.iocoder.yudao.module.statistics.dal.mysql.infra.ApiAccessLogStatisticsMapper;
+import org.springframework.stereotype.Service;
+import org.springframework.validation.annotation.Validated;
+
+import javax.annotation.Resource;
+import java.time.LocalDateTime;
+
+/**
+ * API 访问日志统计 Service 实现类
+ *
+ * @author owen
+ */
+@Service
+@Validated
+public class ApiAccessLogStatisticsServiceImpl implements ApiAccessLogStatisticsService {
+
+    @Resource
+    private ApiAccessLogStatisticsMapper apiAccessLogStatisticsMapper;
+
+    @Override
+    public Integer getActiveUserCount(LocalDateTime beginTime, LocalDateTime endTime) {
+        return apiAccessLogStatisticsMapper.selectCountByUserId(beginTime, endTime);
+    }
+
+    @Override
+    public Integer getVisitorUserCount(LocalDateTime beginTime, LocalDateTime endTime) {
+        return apiAccessLogStatisticsMapper.selectCountByIp(beginTime, endTime);
+    }
+}
+package cn.iocoder.yudao.module.statistics.service.member;
+
+import cn.iocoder.yudao.module.statistics.controller.admin.member.vo.MemberAnalyseRespVO;
+import cn.iocoder.yudao.module.statistics.controller.admin.member.vo.MemberAreaStatisticsRespVO;
+import cn.iocoder.yudao.module.statistics.controller.admin.member.vo.MemberSexStatisticsRespVO;
+import cn.iocoder.yudao.module.statistics.controller.admin.member.vo.MemberSummaryRespVO;
+
+import java.time.LocalDateTime;
+import java.util.List;
+
+/**
+ * 会员统计 Service 接口
+ *
+ * @author owen
+ */
+public interface MemberStatisticsService {
+
+    /**
+     * 按照省份，获得会员统计列表
+     *
+     * @return 会员统计列表
+     */
+    List<MemberAreaStatisticsRespVO> getMemberAreaStatisticsList();
+
+    /**
+     * 按照性别，获得会员统计列表
+     *
+     * @return 会员统计列表
+     */
+    List<MemberSexStatisticsRespVO> getMemberSexStatisticsList();
+
+    /**
+     * 获取用户分析数据
+     *
+     * @param beginTime 起始时间
+     * @param endTime   截止时间
+     * @return 用户分析数据
+     */
+    MemberAnalyseRespVO getMemberAnalyse(LocalDateTime beginTime, LocalDateTime endTime);
+
+    /**
+     * 获取会员统计
+     *
+     * @return 会员统计
+     */
+    MemberSummaryRespVO getMemberSummary();
+
+}
+package cn.iocoder.yudao.module.statistics.service.member;
+
+import cn.hutool.core.util.NumberUtil;
+import cn.iocoder.yudao.framework.ip.core.enums.AreaTypeEnum;
+import cn.iocoder.yudao.framework.ip.core.utils.AreaUtils;
+import cn.iocoder.yudao.module.statistics.controller.admin.member.vo.*;
+import cn.iocoder.yudao.module.statistics.controller.admin.trade.vo.TradeStatisticsComparisonRespVO;
+import cn.iocoder.yudao.module.statistics.convert.member.MemberStatisticsConvert;
+import cn.iocoder.yudao.module.statistics.dal.mysql.member.MemberStatisticsMapper;
+import cn.iocoder.yudao.module.statistics.service.infra.ApiAccessLogStatisticsService;
+import cn.iocoder.yudao.module.statistics.service.pay.PayWalletStatisticsService;
+import cn.iocoder.yudao.module.statistics.service.trade.TradeOrderStatisticsService;
+import cn.iocoder.yudao.module.statistics.service.trade.TradeStatisticsService;
+import org.springframework.stereotype.Service;
+import org.springframework.validation.annotation.Validated;
+
+import javax.annotation.Resource;
+import java.time.Duration;
+import java.time.LocalDateTime;
+import java.util.List;
+import java.util.Map;
+import java.util.Optional;
+
+import static cn.iocoder.yudao.framework.common.util.collection.CollectionUtils.convertMap;
+
+/**
+ * 会员统计 Service 实现类
+ *
+ * @author owen
+ */
+@Service
+@Validated
+public class MemberStatisticsServiceImpl implements MemberStatisticsService {
+
+    @Resource
+    private MemberStatisticsMapper memberStatisticsMapper;
+
+    @Resource
+    private PayWalletStatisticsService payWalletStatisticsService;
+    @Resource
+    private TradeStatisticsService tradeStatisticsService;
+    @Resource
+    private TradeOrderStatisticsService tradeOrderStatisticsService;
+    @Resource
+    private ApiAccessLogStatisticsService apiAccessLogStatisticsService;
+
+    @Override
+    public List<MemberAreaStatisticsRespVO> getMemberAreaStatisticsList() {
+        // 统计用户
+        Map<Integer, Integer> userCountMap = convertMap(memberStatisticsMapper.selectSummaryListByAreaId(),
+                vo -> AreaUtils.getParentIdByType(vo.getAreaId(), AreaTypeEnum.PROVINCE),
+                MemberAreaStatisticsRespVO::getUserCount, Integer::sum);
+        // 统计订单
+        Map<Integer, MemberAreaStatisticsRespVO> orderMap = convertMap(tradeOrderStatisticsService.getSummaryListByAreaId(),
+                vo -> AreaUtils.getParentIdByType(vo.getAreaId(), AreaTypeEnum.PROVINCE),
+                vo -> vo,
+                (a, b) -> new MemberAreaStatisticsRespVO()
+                        .setOrderCreateCount(a.getOrderCreateCount() + b.getOrderCreateCount())
+                        .setOrderPayCount(a.getOrderPayCount() + b.getOrderPayCount())
+                        .setOrderPayPrice(a.getOrderPayPrice() + b.getOrderPayPrice()));
+        // 拼接数据
+        return MemberStatisticsConvert.INSTANCE.convertList(AreaUtils.getByType(AreaTypeEnum.PROVINCE, area -> area), userCountMap, orderMap);
+    }
+
+    @Override
+    public List<MemberSexStatisticsRespVO> getMemberSexStatisticsList() {
+        return memberStatisticsMapper.selectSummaryListBySex();
+    }
+
+    @Override
+    public MemberAnalyseRespVO getMemberAnalyse(LocalDateTime beginTime, LocalDateTime endTime) {
+        // 对照数据
+        MemberAnalyseComparisonRespVO vo = getMemberAnalyseComparisonData(beginTime, endTime);
+        LocalDateTime referenceBeginTime = beginTime.minus(Duration.between(beginTime, endTime));
+        MemberAnalyseComparisonRespVO reference = getMemberAnalyseComparisonData(referenceBeginTime, beginTime);
+
+        Integer payUserCount = tradeOrderStatisticsService.getPayUserCount(beginTime, endTime);
+        // 计算客单价
+        int atv = 0;
+        if (payUserCount != null && payUserCount > 0) {
+            Integer payPrice = tradeOrderStatisticsService.getOrderPayPrice(beginTime, endTime);
+            atv = NumberUtil.div(payPrice, payUserCount).intValue();
+        }
+        return new MemberAnalyseRespVO()
+                .setVisitorCount(apiAccessLogStatisticsService.getVisitorUserCount(beginTime, endTime))
+                .setOrderUserCount(tradeOrderStatisticsService.getOrderUserCount(beginTime, endTime))
+                .setPayUserCount(payUserCount)
+                .setAtv(atv)
+                .setComparison(new TradeStatisticsComparisonRespVO<>(vo, reference));
+    }
+
+    @Override
+    public MemberSummaryRespVO getMemberSummary() {
+        MemberSummaryRespVO vo = payWalletStatisticsService.getUserRechargeSummary(null, null);
+        Integer expensePrice = tradeStatisticsService.getExpensePrice(null, null);
+        Integer userCount = memberStatisticsMapper.selectUserCount(null, null);
+
+        if (vo == null) {
+            vo = new MemberSummaryRespVO().setRechargeUserCount(0).setRechargePrice(0);
+        }
+
+        return vo.setUserCount(userCount).setExpensePrice(expensePrice);
+    }
+
+    private MemberAnalyseComparisonRespVO getMemberAnalyseComparisonData(LocalDateTime beginTime, LocalDateTime endTime) {
+        Integer rechargeUserCount = Optional.ofNullable(payWalletStatisticsService.getUserRechargeSummary(beginTime, endTime))
+                .map(MemberSummaryRespVO::getRechargeUserCount).orElse(0);
+        return new MemberAnalyseComparisonRespVO()
+                .setUserCount(memberStatisticsMapper.selectUserCount(beginTime, endTime))
+                .setActiveUserCount(apiAccessLogStatisticsService.getActiveUserCount(beginTime, endTime))
+                .setRechargeUserCount(rechargeUserCount);
+    }
+
+}
-package cn.iocoder.yudao.module.statistics.service.trade;
+package cn.iocoder.yudao.module.statistics.service.pay;
+import cn.iocoder.yudao.module.statistics.controller.admin.member.vo.MemberSummaryRespVO;
 import cn.iocoder.yudao.module.statistics.service.trade.bo.WalletSummaryRespBO;
 import java.time.LocalDateTime;
@@ -20,4 +21,13 @@ public interface PayWalletStatisticsService {
      */
     WalletSummaryRespBO getWalletSummary(LocalDateTime beginTime, LocalDateTime endTime);
+    /**
+     * 获取钱包充值统计
+     *
+     * @param beginTime 起始时间
+     * @param endTime   截止时间
+     * @return 钱包充值统计
+     */
+    MemberSummaryRespVO getUserRechargeSummary(LocalDateTime beginTime, LocalDateTime endTime);
+
 }
-package cn.iocoder.yudao.module.statistics.service.trade;
+package cn.iocoder.yudao.module.statistics.service.pay;
-import cn.iocoder.yudao.module.statistics.service.trade.bo.WalletSummaryRespBO;
 import cn.iocoder.yudao.module.pay.enums.member.PayWalletBizTypeEnum;
 import cn.iocoder.yudao.module.pay.enums.refund.PayRefundStatusEnum;
-import cn.iocoder.yudao.module.statistics.dal.mysql.trade.PayWalletStatisticsMapper;
+import cn.iocoder.yudao.module.statistics.controller.admin.member.vo.MemberSummaryRespVO;
+import cn.iocoder.yudao.module.statistics.dal.mysql.pay.PayWalletStatisticsMapper;
+import cn.iocoder.yudao.module.statistics.service.trade.bo.WalletSummaryRespBO;
 import org.springframework.stereotype.Service;
 import org.springframework.validation.annotation.Validated;
@@ -38,4 +39,9 @@ public class PayWalletStatisticsServiceImpl implements PayWalletStatisticsServic
         return paySummary;
     }
+    @Override
+    public MemberSummaryRespVO getUserRechargeSummary(LocalDateTime beginTime, LocalDateTime endTime) {
+        return payWalletStatisticsMapper.selectRechargeSummaryGroupByWalletId(beginTime, endTime, true);
+    }
+
 }
 package cn.iocoder.yudao.module.statistics.service.trade;
+import cn.iocoder.yudao.module.statistics.controller.admin.member.vo.MemberAreaStatisticsRespVO;
 import cn.iocoder.yudao.module.statistics.service.trade.bo.TradeOrderSummaryRespBO;
 import java.time.LocalDateTime;
+import java.util.List;
 /**
  * 交易订单统计 Service 接口
@@ -20,4 +22,38 @@ public interface TradeOrderStatisticsService {
      */
     TradeOrderSummaryRespBO getOrderSummary(LocalDateTime beginTime, LocalDateTime endTime);
+    /**
+     * 获取地区订单统计
+     *
+     * @return 订单统计结果
+     */
+    List<MemberAreaStatisticsRespVO> getSummaryListByAreaId();
+
+    /**
+     * 获取下单用户数量
+     *
+     * @param beginTime 起始时间
+     * @param endTime   截止时间
+     * @return 支付下单数量
+     */
+    Integer getOrderUserCount(LocalDateTime beginTime, LocalDateTime endTime);
+
+    /**
+     * 获取支付用户数量
+     *
+     * @param beginTime 起始时间
+     * @param endTime   截止时间
+     * @return 支付用户数量
+     */
+    Integer getPayUserCount(LocalDateTime beginTime, LocalDateTime endTime);
+
+    /**
+     * 获取支付金额
+     *
+     * @param beginTime 起始时间
+     * @param endTime   截止时间
+     * @return 支付用户金额
+     */
+    Integer getOrderPayPrice(LocalDateTime beginTime, LocalDateTime endTime);
+
 }
 package cn.iocoder.yudao.module.statistics.service.trade;
+import cn.iocoder.yudao.module.statistics.controller.admin.member.vo.MemberAreaStatisticsRespVO;
 import cn.iocoder.yudao.module.statistics.dal.mysql.trade.TradeOrderStatisticsMapper;
 import cn.iocoder.yudao.module.statistics.service.trade.bo.TradeOrderSummaryRespBO;
 import org.springframework.stereotype.Service;
@@ -7,6 +8,7 @@ import org.springframework.validation.annotation.Validated;
 import javax.annotation.Resource;
 import java.time.LocalDateTime;
+import java.util.List;
 /**
  * 交易订单统计 Service 实现类
@@ -22,7 +24,30 @@ public class TradeOrderStatisticsServiceImpl implements TradeOrderStatisticsServ
     @Override
     public TradeOrderSummaryRespBO getOrderSummary(LocalDateTime beginTime, LocalDateTime endTime) {
-        return tradeOrderStatisticsMapper.selectSummaryByPayTimeBetween(beginTime, endTime);
+        return new TradeOrderSummaryRespBO()
+                .setOrderCreateCount(tradeOrderStatisticsMapper.selectCountByCreateTimeBetween(beginTime, endTime))
+                .setOrderPayCount(tradeOrderStatisticsMapper.selectCountByPayTimeBetween(beginTime, endTime))
+                .setOrderPayPrice(tradeOrderStatisticsMapper.selectSummaryPriceByPayTimeBetween(beginTime, endTime));
+    }
+
+    @Override
+    public List<MemberAreaStatisticsRespVO> getSummaryListByAreaId() {
+        return tradeOrderStatisticsMapper.selectSummaryListByAreaId();
+    }
+
+    @Override
+    public Integer getOrderUserCount(LocalDateTime beginTime, LocalDateTime endTime) {
+        return tradeOrderStatisticsMapper.selectUserCountByCreateTimeBetween(beginTime, endTime);
+    }
+
+    @Override
+    public Integer getPayUserCount(LocalDateTime beginTime, LocalDateTime endTime) {
+        return tradeOrderStatisticsMapper.selectUserCountByPayTimeBetween(beginTime, endTime);
+    }
+
+    @Override
+    public Integer getOrderPayPrice(LocalDateTime beginTime, LocalDateTime endTime) {
+        return tradeOrderStatisticsMapper.selectSummaryPriceByPayTimeBetween(beginTime, endTime);
     }
 }
@@ -22,7 +22,7 @@ public interface TradeStatisticsService {
     TradeStatisticsComparisonRespVO<TradeSummaryRespVO> getTradeSummaryComparison();
     /**
-     * 获得交易状况统计
+     * 获得交易状况统计对照
      *
      * @return 统计数据对照
      */
@@ -30,6 +30,13 @@ public interface TradeStatisticsService {
             LocalDateTime beginTime, LocalDateTime endTime);
     /**
+     * 获得交易状况统计
+     *
+     * @return 统计数据对照
+     */
+    Integer getExpensePrice(LocalDateTime beginTime, LocalDateTime endTime);
+
+    /**
      * 获得交易状况明细
      *
      * @return 统计数据列表
@@ -2,6 +2,7 @@ package cn.iocoder.yudao.module.statistics.service.trade;
 import cn.hutool.core.date.LocalDateTimeUtil;
 import cn.iocoder.yudao.framework.common.util.date.LocalDateTimeUtils;
+import cn.iocoder.yudao.module.statistics.service.pay.PayWalletStatisticsService;
 import cn.iocoder.yudao.module.statistics.service.trade.bo.WalletSummaryRespBO;
 import cn.iocoder.yudao.module.statistics.controller.admin.trade.vo.TradeStatisticsComparisonRespVO;
 import cn.iocoder.yudao.module.statistics.controller.admin.trade.vo.TradeSummaryRespVO;
@@ -69,6 +70,11 @@ public class TradeStatisticsServiceImpl implements TradeStatisticsService {
     }
     @Override
+    public Integer getExpensePrice(LocalDateTime beginTime, LocalDateTime endTime) {
+        return tradeStatisticsMapper.selectExpensePriceByTimeBetween(beginTime, endTime);
+    }
+
+    @Override
     public List<TradeTrendSummaryRespVO> getTradeStatisticsList(LocalDateTime beginTime, LocalDateTime endTime) {
         return tradeStatisticsMapper.selectListByTimeBetween(beginTime, endTime);
     }
@@ -13,7 +13,7 @@ public class TradeOrderSummaryRespBO {
     /**
      * 创建订单数
      */
-    private Long orderCreateCount;
+    private Integer orderCreateCount;
     /**
      * 支付订单商品数
      */
+<?xml version="1.0" encoding="UTF-8"?>
+<!DOCTYPE mapper PUBLIC "-//mybatis.org//DTD Mapper 3.0//EN" "http://mybatis.org/dtd/mybatis-3-mapper.dtd">
+<mapper namespace="cn.iocoder.yudao.module.statistics.dal.mysql.infra.ApiAccessLogStatisticsMapper">
+    <select id="selectCountByIp" resultType="java.lang.Integer">
+        SELECT COUNT(1)
+        FROM infra_api_access_log
+        WHERE deleted = FALSE
+          AND create_time BETWEEN #{beginTime} AND #{endTime}
+        GROUP BY user_ip
+    </select>
+
+    <select id="selectCountByUserId" resultType="java.lang.Integer">
+        SELECT COUNT(1)
+        FROM infra_api_access_log
+        WHERE user_id != 0
+          AND deleted = FALSE
+          AND create_time BETWEEN #{beginTime} AND #{endTime}
+        GROUP BY user_id
+    </select>
+</mapper>
+<?xml version="1.0" encoding="UTF-8"?>
+<!DOCTYPE mapper PUBLIC "-//mybatis.org//DTD Mapper 3.0//EN" "http://mybatis.org/dtd/mybatis-3-mapper.dtd">
+<mapper namespace="cn.iocoder.yudao.module.statistics.dal.mysql.member.MemberStatisticsMapper">
+
+    <select id="selectSummaryListByAreaId"
+            resultType="cn.iocoder.yudao.module.statistics.controller.admin.member.vo.MemberAreaStatisticsRespVO">
+        SELECT area_id, COUNT(1) AS userCount
+        FROM member_user
+        WHERE deleted = FALSE
+        GROUP BY area_id
+        ORDER BY userCount DESC
+    </select>
+
+    <select id="selectSummaryListBySex"
+            resultType="cn.iocoder.yudao.module.statistics.controller.admin.member.vo.MemberSexStatisticsRespVO">
+        SELECT sex, COUNT(1) AS userCount
+        FROM member_user
+        WHERE deleted = FALSE
+        GROUP BY sex
+        ORDER BY userCount DESC
+    </select>
+
+    <select id="selectUserCount" resultType="java.lang.Integer">
+        SELECT COUNT(1)
+        FROM member_user
+        WHERE deleted = FALSE
+        <if test="beginTime != null">
+            AND create_time >= #{beginTime}
+        </if>
+        <if test="endTime != null">
+            AND create_time &lt;= #{endTime}
+        </if>
+    </select>
+</mapper>
 \ No newline at end of file
 <?xml version="1.0" encoding="UTF-8"?>
 <!DOCTYPE mapper PUBLIC "-//mybatis.org//DTD Mapper 3.0//EN" "http://mybatis.org/dtd/mybatis-3-mapper.dtd">
 <mapper namespace="cn.iocoder.yudao.module.statistics.dal.mysql.trade.TradeOrderStatisticsMapper">
-    <select id="selectSummaryByPayTimeBetween"
-            resultType="cn.iocoder.yudao.module.statistics.service.trade.bo.TradeOrderSummaryRespBO">
-        SELECT COUNT(1)                                                AS orderPayCount,
-               SUM(pay_price)                                          AS orderPayPrice,
+    <select id="selectSummaryListByAreaId"
+            resultType="cn.iocoder.yudao.module.statistics.controller.admin.member.vo.MemberAreaStatisticsRespVO">
+        SELECT receiver_area_id                                AS areaId,
                (SELECT COUNT(1)
-                FROM trade_order
-                WHERE deleted = FALSE
-                  AND create_time BETWEEN #{beginTime} AND #{endTime}) AS orderPayPrice
+                FROM trade_order AS s
+                WHERE s.receiver_area_id = m.receiver_area_id) AS orderCreateCount,
+               (SELECT COUNT(1)
+                FROM trade_order AS s
+                WHERE s.receiver_area_id = m.receiver_area_id
+                  AND s.pay_status = TRUE
+                  AND s.deleted = FALSE)                       AS orderPayCount,
+               (SELECT SUM(s.pay_price)
+                FROM trade_order AS s
+                WHERE s.receiver_area_id = m.receiver_area_id
+                  AND s.pay_status = TRUE
+                  AND s.deleted = FALSE)                       AS orderPayPrice
+        FROM trade_order m
+        WHERE deleted = FALSE
+        GROUP BY receiver_area_id
+    </select>
+
+    <select id="selectUserCountByCreateTimeBetween" resultType="java.lang.Integer">
+        SELECT COUNT(1)
+        FROM trade_order
+        WHERE deleted = FALSE
+          AND create_time BETWEEN #{beginTime} AND #{endTime}
+        GROUP BY user_id
+    </select>
+
+    <select id="selectUserCountByPayTimeBetween" resultType="java.lang.Integer">
+        SELECT COUNT(1)
         FROM trade_order
         WHERE deleted = FALSE
+          AND pay_status = TRUE
           AND pay_time BETWEEN #{beginTime} AND #{endTime}
+        GROUP BY user_id
+    </select>
+
+    <select id="selectCountByCreateTimeBetween" resultType="java.lang.Integer">
+        SELECT COUNT(1)
+        FROM trade_order
+        WHERE deleted = FALSE
+          AND create_time BETWEEN #{beginTime} AND #{endTime}
+    </select>
+
+    <select id="selectCountByPayTimeBetween" resultType="java.lang.Integer">
+        SELECT COUNT(1)
+        FROM trade_order
+        WHERE pay_status = TRUE
+          AND deleted = FALSE
+          AND create_time BETWEEN #{beginTime} AND #{endTime}
+    </select>
+
+    <select id="selectSummaryPriceByPayTimeBetween" resultType="java.lang.Integer">
+        SELECT SUM(pay_price)
+        FROM trade_order AS s
+        WHERE s.pay_status = TRUE
+          AND deleted = FALSE
+          AND create_time BETWEEN #{beginTime} AND #{endTime}
     </select>
 </mapper>
 <?xml version="1.0" encoding="UTF-8"?>
 <!DOCTYPE mapper PUBLIC "-//mybatis.org//DTD Mapper 3.0//EN" "http://mybatis.org/dtd/mybatis-3-mapper.dtd">
 <mapper namespace="cn.iocoder.yudao.module.statistics.dal.mysql.trade.TradeStatisticsMapper">
-
     <select id="selectByTimeBetween"
             resultType="cn.iocoder.yudao.module.statistics.controller.admin.trade.vo.TradeTrendSummaryRespVO">
         SELECT
@@ -37,4 +36,16 @@
         GROUP BY date
     </select>
+    <select id="selectExpensePriceByTimeBetween" resultType="java.lang.Integer">
+        SELECT -- 支出金额 = 余额支付金额 + 支付佣金金额 + 商品退款金额
+               SUM(order_wallet_pay_price + brokerage_settlement_price + after_sale_refund_price) AS expensePrice
+          FROM trade_statistics
+        WHERE deleted = FALSE
+        <if test="beginTime != null">
+            AND time >= #{beginTime}
+        </if>
+        <if test="endTime != null">
+            AND time &lt;= #{endTime}
+        </if>
+    </select>
 </mapper>
 <?xml version="1.0" encoding="UTF-8"?>
 <!DOCTYPE mapper PUBLIC "-//mybatis.org//DTD Mapper 3.0//EN" "http://mybatis.org/dtd/mybatis-3-mapper.dtd">
-<mapper namespace="cn.iocoder.yudao.module.statistics.dal.mysql.trade.PayWalletStatisticsMapper">
+<mapper namespace="cn.iocoder.yudao.module.statistics.dal.mysql.pay.PayWalletStatisticsMapper">
     <select id="selectRechargeSummaryByPayTimeBetween"
             resultType="cn.iocoder.yudao.module.statistics.service.trade.bo.WalletSummaryRespBO">
         SELECT COUNT(1)       AS rechargePayCount,
@@ -28,4 +28,20 @@
           AND deleted = FALSE
           AND create_time BETWEEN #{beginTime} AND #{endTime}
     </select>
+
+    <select id="selectRechargeSummaryGroupByWalletId"
+            resultType="cn.iocoder.yudao.module.statistics.controller.admin.member.vo.MemberSummaryRespVO">
+        SELECT COUNT(1)       AS rechargeUserCount,
+               SUM(pay_price) AS rechargePrice
+        FROM pay_wallet_recharge
+        WHERE pay_status = #{payStatus}
+          AND deleted = FALSE
+        <if test="beginTime != null">
+            AND pay_time >= #{beginTime}
+        </if>
+        <if test="endTime != null">
+            AND pay_time &lt;= #{endTime}
+        </if>
+        GROUP BY wallet_id
+    </select>
 </mapper>
@@ -167,6 +167,7 @@ logging:
     cn.iocoder.yudao.module.member.dal.mysql: debug
     cn.iocoder.yudao.module.trade.dal.mysql: debug
     cn.iocoder.yudao.module.promotion.dal.mysql: debug
+    cn.iocoder.yudao.module.statistics.dal.mysql: debug
 debug: false