From f5dac38ca514447a0a3c1e7bf06228fb66595184 Mon Sep 17 00:00:00 2001
From: owen <owen@evolsun.com>
Date: Mon, 16 Oct 2023 09:51:20 +0800
Subject: [PATCH 1/8] =?UTF-8?q?=E5=95=86=E5=9F=8E=EF=BC=9A=E5=A2=9E?=
 =?UTF-8?q?=E5=8A=A0=E5=95=86=E5=9F=8E=E9=A6=96=E9=A1=B5?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 sql/mysql/mall.sql                            |  2 +
 .../statistics/enums/TimeRangeTypeEnum.java   | 49 +++++++++++++++
 .../member/MemberStatisticsController.java    | 16 +++++
 .../admin/member/vo/MemberCountRespVO.java    | 16 +++++
 .../member/vo/MemberRegisterCountRespVO.java  | 23 ++++++++
 .../admin/pay/PayStatisticsController.java    | 33 +++++++++++
 .../trade/TradeStatisticsController.java      | 36 +++++++++++
 .../admin/trade/vo/TradeOrderCountRespVO.java | 22 +++++++
 .../trade/vo/TradeOrderSummaryRespVO.java     | 16 +++++
 .../admin/trade/vo/TradeOrderTrendReqVO.java  | 31 ++++++++++
 .../admin/trade/vo/TradeOrderTrendRespVO.java | 19 ++++++
 .../infra/ApiAccessLogStatisticsMapper.java   | 15 ++---
 .../mysql/member/MemberStatisticsMapper.java  |  7 ++-
 .../mysql/pay/PayWalletStatisticsMapper.java  |  6 +-
 .../trade/AfterSaleStatisticsMapper.java      |  2 +
 .../trade/BrokerageStatisticsMapper.java      |  2 +
 .../trade/TradeOrderStatisticsMapper.java     | 30 ++++++++++
 .../infra/ApiAccessLogStatisticsService.java  |  6 +-
 .../ApiAccessLogStatisticsServiceImpl.java    |  8 +--
 .../member/MemberStatisticsService.java       | 22 +++++--
 .../member/MemberStatisticsServiceImpl.java   | 32 +++++++++-
 .../pay/PayWalletStatisticsService.java       |  7 +++
 .../pay/PayWalletStatisticsServiceImpl.java   |  6 ++
 .../trade/AfterSaleStatisticsService.java     |  9 +++
 .../trade/AfterSaleStatisticsServiceImpl.java |  6 ++
 .../trade/BrokerageStatisticsService.java     | 10 ++++
 .../trade/BrokerageStatisticsServiceImpl.java |  6 ++
 .../trade/TradeOrderStatisticsService.java    | 23 ++++++++
 .../TradeOrderStatisticsServiceImpl.java      | 59 +++++++++++++++++++
 .../service/trade/TradeStatisticsService.java |  4 +-
 .../trade/TradeStatisticsServiceImpl.java     |  6 +-
 .../infra/ApiAccessLogStatisticsMapper.xml    | 18 +++---
 .../mapper/member/MemberStatisticsMapper.xml  | 10 ++++
 .../mapper/pay/PayWalletStatisticsMapper.xml  |  7 +++
 .../trade/AfterSaleStatisticsMapper.xml       |  7 +++
 .../trade/BrokerageStatisticsMapper.xml       |  7 +++
 .../trade/TradeOrderStatisticsMapper.xml      | 53 ++++++++++++++++-
 37 files changed, 591 insertions(+), 40 deletions(-)
 create mode 100644 sql/mysql/mall.sql
 create mode 100644 yudao-module-mall/yudao-module-statistics-api/src/main/java/cn/iocoder/yudao/module/statistics/enums/TimeRangeTypeEnum.java
 create mode 100644 yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/member/vo/MemberCountRespVO.java
 create mode 100644 yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/member/vo/MemberRegisterCountRespVO.java
 create mode 100644 yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/pay/PayStatisticsController.java
 create mode 100644 yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/trade/vo/TradeOrderCountRespVO.java
 create mode 100644 yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/trade/vo/TradeOrderSummaryRespVO.java
 create mode 100644 yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/trade/vo/TradeOrderTrendReqVO.java
 create mode 100644 yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/trade/vo/TradeOrderTrendRespVO.java

diff --git a/sql/mysql/mall.sql b/sql/mysql/mall.sql
new file mode 100644
index 000000000..558ec66f0
--- /dev/null
+++ b/sql/mysql/mall.sql
@@ -0,0 +1,2 @@
+INSERT INTO system_menu (name, permission, type, sort, parent_id, path, icon, component, component_name)
+VALUES ('商城首页', '', 2, 1, 2362, 'home', 'ep:home-filled', 'mall/home/index', 'MallHome');
\ No newline at end of file
diff --git a/yudao-module-mall/yudao-module-statistics-api/src/main/java/cn/iocoder/yudao/module/statistics/enums/TimeRangeTypeEnum.java b/yudao-module-mall/yudao-module-statistics-api/src/main/java/cn/iocoder/yudao/module/statistics/enums/TimeRangeTypeEnum.java
new file mode 100644
index 000000000..1b2361e43
--- /dev/null
+++ b/yudao-module-mall/yudao-module-statistics-api/src/main/java/cn/iocoder/yudao/module/statistics/enums/TimeRangeTypeEnum.java
@@ -0,0 +1,49 @@
+package cn.iocoder.yudao.module.statistics.enums;
+
+import cn.iocoder.yudao.framework.common.core.IntArrayValuable;
+import lombok.AllArgsConstructor;
+import lombok.Getter;
+
+import java.util.Arrays;
+
+/**
+ * 时间范围类型的枚举
+ *
+ * @author owen
+ */
+@AllArgsConstructor
+@Getter
+public enum TimeRangeTypeEnum implements IntArrayValuable {
+
+    /**
+     * 天
+     */
+    DAY(1),
+    /**
+     * 周
+     */
+    WEEK(7),
+    /**
+     * 月
+     */
+    MONTH(30),
+    /**
+     * 年
+     */
+    YEAR(365),
+    ;
+
+    public static final int[] ARRAYS = Arrays.stream(values()).mapToInt(TimeRangeTypeEnum::getType).toArray();
+
+
+    /**
+     * 状态
+     */
+    private final Integer type;
+
+    @Override
+    public int[] array() {
+        return ARRAYS;
+    }
+
+}
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/member/MemberStatisticsController.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/member/MemberStatisticsController.java
index 02a844064..f68693a6b 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/member/MemberStatisticsController.java
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/member/MemberStatisticsController.java
@@ -4,6 +4,7 @@ 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.*;
+import cn.iocoder.yudao.module.statistics.controller.admin.trade.vo.TradeStatisticsComparisonRespVO;
 import cn.iocoder.yudao.module.statistics.service.member.MemberStatisticsService;
 import io.swagger.v3.oas.annotations.Operation;
 import io.swagger.v3.oas.annotations.tags.Tag;
@@ -75,4 +76,19 @@ public class MemberStatisticsController {
         return success(list);
     }
 
+    @GetMapping("/user-count-comparison")
+    @Operation(summary = "获得用户数量对照")
+    @PreAuthorize("@ss.hasPermission('statistics:member:query')")
+    public CommonResult<TradeStatisticsComparisonRespVO<MemberCountRespVO>> getUserCountComparison() {
+        return success(memberStatisticsService.getUserCountComparison());
+    }
+
+    @GetMapping("/register-count-list")
+    @Operation(summary = "获得会员注册数量列表")
+    @PreAuthorize("@ss.hasPermission('statistics:member:query')")
+    public CommonResult<List<MemberRegisterCountRespVO>> getMemberRegisterCountList(MemberAnalyseReqVO reqVO) {
+        return success(memberStatisticsService.getMemberRegisterCountList(
+                ArrayUtil.get(reqVO.getTimes(), 0), ArrayUtil.get(reqVO.getTimes(), 1)));
+    }
+
 }
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/member/vo/MemberCountRespVO.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/member/vo/MemberCountRespVO.java
new file mode 100644
index 000000000..28e807e79
--- /dev/null
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/member/vo/MemberCountRespVO.java
@@ -0,0 +1,16 @@
+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 - 会员数量统计 Response VO")
+@Data
+public class MemberCountRespVO {
+
+    @Schema(description = "用户访问量", requiredMode = Schema.RequiredMode.REQUIRED, example = "1024")
+    private Integer visitUserCount;
+
+    @Schema(description = "新增用户数量", requiredMode = Schema.RequiredMode.REQUIRED, example = "1024")
+    private Integer createUserCount;
+
+}
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/member/vo/MemberRegisterCountRespVO.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/member/vo/MemberRegisterCountRespVO.java
new file mode 100644
index 000000000..fb7fc2ac4
--- /dev/null
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/member/vo/MemberRegisterCountRespVO.java
@@ -0,0 +1,23 @@
+package cn.iocoder.yudao.module.statistics.controller.admin.member.vo;
+
+import com.fasterxml.jackson.annotation.JsonFormat;
+import io.swagger.v3.oas.annotations.media.Schema;
+import lombok.Data;
+
+import java.time.LocalDate;
+
+import static cn.iocoder.yudao.framework.common.util.date.DateUtils.FORMAT_YEAR_MONTH_DAY;
+import static cn.iocoder.yudao.framework.common.util.date.DateUtils.TIME_ZONE_DEFAULT;
+
+@Schema(description = "管理后台 - 会员注册数量 Response VO")
+@Data
+public class MemberRegisterCountRespVO {
+
+    @JsonFormat(pattern = FORMAT_YEAR_MONTH_DAY, timezone = TIME_ZONE_DEFAULT)
+    @Schema(description = "日期", requiredMode = Schema.RequiredMode.REQUIRED, example = "1024")
+    private LocalDate date;
+
+    @Schema(description = "数量", requiredMode = Schema.RequiredMode.REQUIRED, example = "1024")
+    private Integer count;
+
+}
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/pay/PayStatisticsController.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/pay/PayStatisticsController.java
new file mode 100644
index 000000000..7a6fc7ab7
--- /dev/null
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/pay/PayStatisticsController.java
@@ -0,0 +1,33 @@
+package cn.iocoder.yudao.module.statistics.controller.admin.pay;
+
+import cn.iocoder.yudao.framework.common.pojo.CommonResult;
+import cn.iocoder.yudao.module.statistics.service.pay.PayWalletStatisticsService;
+import io.swagger.v3.oas.annotations.Operation;
+import io.swagger.v3.oas.annotations.tags.Tag;
+import lombok.extern.slf4j.Slf4j;
+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 static cn.iocoder.yudao.framework.common.pojo.CommonResult.success;
+
+@Tag(name = "管理后台 - 支付统计")
+@RestController
+@RequestMapping("/statistics/pay")
+@Validated
+@Slf4j
+public class PayStatisticsController {
+
+    @Resource
+    private PayWalletStatisticsService payWalletStatisticsService;
+
+    @GetMapping("/wallet-recharge-price")
+    @Operation(summary = "获取充值金额")
+    public CommonResult<Integer> getWalletRechargePrice() {
+        return success(payWalletStatisticsService.getRechargePriceSummary());
+    }
+
+}
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/trade/TradeStatisticsController.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/trade/TradeStatisticsController.java
index aa5b711cb..cafac1aa5 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/trade/TradeStatisticsController.java
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/trade/TradeStatisticsController.java
@@ -5,7 +5,12 @@ import cn.iocoder.yudao.framework.common.pojo.CommonResult;
 import cn.iocoder.yudao.framework.excel.core.util.ExcelUtils;
 import cn.iocoder.yudao.module.statistics.controller.admin.trade.vo.*;
 import cn.iocoder.yudao.module.statistics.convert.trade.TradeStatisticsConvert;
+import cn.iocoder.yudao.module.statistics.service.trade.AfterSaleStatisticsService;
+import cn.iocoder.yudao.module.statistics.service.trade.BrokerageStatisticsService;
+import cn.iocoder.yudao.module.statistics.service.trade.TradeOrderStatisticsService;
 import cn.iocoder.yudao.module.statistics.service.trade.TradeStatisticsService;
+import cn.iocoder.yudao.module.trade.enums.aftersale.AfterSaleStatusEnum;
+import cn.iocoder.yudao.module.trade.enums.brokerage.BrokerageWithdrawStatusEnum;
 import io.swagger.v3.oas.annotations.Operation;
 import io.swagger.v3.oas.annotations.tags.Tag;
 import lombok.extern.slf4j.Slf4j;
@@ -17,6 +22,7 @@ import org.springframework.web.bind.annotation.RestController;
 
 import javax.annotation.Resource;
 import javax.servlet.http.HttpServletResponse;
+import javax.validation.Valid;
 import java.io.IOException;
 import java.util.List;
 
@@ -31,6 +37,12 @@ public class TradeStatisticsController {
 
     @Resource
     private TradeStatisticsService tradeStatisticsService;
+    @Resource
+    private TradeOrderStatisticsService tradeOrderStatisticsService;
+    @Resource
+    private AfterSaleStatisticsService afterSaleStatisticsService;
+    @Resource
+    private BrokerageStatisticsService brokerageStatisticsService;
 
     @GetMapping("/summary")
     @Operation(summary = "获得交易统计")
@@ -68,4 +80,28 @@ public class TradeStatisticsController {
         ExcelUtils.write(response, "交易状况.xls", "数据", TradeTrendSummaryExcelVO.class, data);
     }
 
+    @GetMapping("/order-count")
+    @Operation(summary = "获得交易订单数量")
+    @PreAuthorize("@ss.hasPermission('statistics:trade:query')")
+    public CommonResult<TradeOrderCountRespVO> getOrderCount() {
+        TradeOrderCountRespVO vo = tradeOrderStatisticsService.getOrderCount();
+        vo.setAfterSaleApply(afterSaleStatisticsService.getCountByStatus(AfterSaleStatusEnum.APPLY))
+                .setAuditingWithdraw(brokerageStatisticsService.getWithdrawCountByStatus(BrokerageWithdrawStatusEnum.AUDITING));
+        return success(vo);
+    }
+
+    @GetMapping("/order-comparison")
+    @Operation(summary = "获得交易订单数量")
+    @PreAuthorize("@ss.hasPermission('statistics:trade:query')")
+    public CommonResult<TradeStatisticsComparisonRespVO<TradeOrderSummaryRespVO>> getOrderComparison() {
+        return success(tradeOrderStatisticsService.getOrderComparison());
+    }
+
+    @GetMapping("/order-count-trend")
+    @Operation(summary = "获得订单量趋势统计")
+    @PreAuthorize("@ss.hasPermission('statistics:trade:query')")
+    public CommonResult<List<TradeStatisticsComparisonRespVO<TradeOrderTrendRespVO>>> getOrderCountTrendComparison(@Valid TradeOrderTrendReqVO reqVO) {
+        return success(tradeOrderStatisticsService.getOrderCountTrendComparison(reqVO));
+    }
+
 }
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/trade/vo/TradeOrderCountRespVO.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/trade/vo/TradeOrderCountRespVO.java
new file mode 100644
index 000000000..1320a889e
--- /dev/null
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/trade/vo/TradeOrderCountRespVO.java
@@ -0,0 +1,22 @@
+package cn.iocoder.yudao.module.statistics.controller.admin.trade.vo;
+
+import io.swagger.v3.oas.annotations.media.Schema;
+import lombok.Data;
+
+@Schema(description = "管理后台 - 交易订单数量 Response VO")
+@Data
+public class TradeOrderCountRespVO {
+
+    @Schema(description = "待发货", requiredMode = Schema.RequiredMode.REQUIRED, example = "1024")
+    private Long undelivered;
+
+    @Schema(description = "待核销", requiredMode = Schema.RequiredMode.REQUIRED, example = "1024")
+    private Long pickUp;
+
+    @Schema(description = "退款中", requiredMode = Schema.RequiredMode.REQUIRED, example = "1024")
+    private Long afterSaleApply;
+
+    @Schema(description = "提现待审核", requiredMode = Schema.RequiredMode.REQUIRED, example = "1024")
+    private Long auditingWithdraw;
+
+}
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/trade/vo/TradeOrderSummaryRespVO.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/trade/vo/TradeOrderSummaryRespVO.java
new file mode 100644
index 000000000..22d8f4a14
--- /dev/null
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/trade/vo/TradeOrderSummaryRespVO.java
@@ -0,0 +1,16 @@
+package cn.iocoder.yudao.module.statistics.controller.admin.trade.vo;
+
+import io.swagger.v3.oas.annotations.media.Schema;
+import lombok.Data;
+
+@Schema(description = "管理后台 - 交易订单统计 Response VO")
+@Data
+public class TradeOrderSummaryRespVO {
+
+    @Schema(description = "支付订单商品数", requiredMode = Schema.RequiredMode.REQUIRED, example = "1024")
+    private Integer orderPayCount;
+
+    @Schema(description = "总支付金额", requiredMode = Schema.RequiredMode.REQUIRED, example = "1024")
+    private Integer orderPayPrice;
+
+}
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/trade/vo/TradeOrderTrendReqVO.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/trade/vo/TradeOrderTrendReqVO.java
new file mode 100644
index 000000000..57f054629
--- /dev/null
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/trade/vo/TradeOrderTrendReqVO.java
@@ -0,0 +1,31 @@
+package cn.iocoder.yudao.module.statistics.controller.admin.trade.vo;
+
+import cn.iocoder.yudao.framework.common.validation.InEnum;
+import cn.iocoder.yudao.module.statistics.enums.TimeRangeTypeEnum;
+import io.swagger.v3.oas.annotations.media.Schema;
+import lombok.Data;
+import org.springframework.format.annotation.DateTimeFormat;
+
+import javax.validation.constraints.NotNull;
+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 - 交易订单量趋势统计 Request VO")
+@Data
+public class TradeOrderTrendReqVO {
+
+    @Schema(description = "日期范围类型", requiredMode = Schema.RequiredMode.REQUIRED, example = "1")
+    @NotNull(message = "日期范围类型不能为空")
+    @InEnum(value = TimeRangeTypeEnum.class, message = "日期范围类型，必须是 {value}")
+    private Integer type;
+
+    @DateTimeFormat(pattern = FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND)
+    @Schema(description = "起始时间")
+    private LocalDateTime beginTime;
+
+    @DateTimeFormat(pattern = FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND)
+    @Schema(description = "截止时间")
+    private LocalDateTime endTime;
+
+}
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/trade/vo/TradeOrderTrendRespVO.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/trade/vo/TradeOrderTrendRespVO.java
new file mode 100644
index 000000000..d69c343cb
--- /dev/null
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/trade/vo/TradeOrderTrendRespVO.java
@@ -0,0 +1,19 @@
+package cn.iocoder.yudao.module.statistics.controller.admin.trade.vo;
+
+import io.swagger.v3.oas.annotations.media.Schema;
+import lombok.Data;
+
+@Schema(description = "管理后台 - 订单量趋势统计 Response VO")
+@Data
+public class TradeOrderTrendRespVO {
+
+    @Schema(description = "日期", requiredMode = Schema.RequiredMode.REQUIRED, example = "1024")
+    private String date;
+
+    @Schema(description = "订单数量", requiredMode = Schema.RequiredMode.REQUIRED, example = "1024")
+    private Integer orderPayCount;
+
+    @Schema(description = "订单支付金额", requiredMode = Schema.RequiredMode.REQUIRED, example = "1024")
+    private Integer orderPayPrice;
+
+}
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/dal/mysql/infra/ApiAccessLogStatisticsMapper.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/dal/mysql/infra/ApiAccessLogStatisticsMapper.java
index 250e89125..854dca9c1 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/dal/mysql/infra/ApiAccessLogStatisticsMapper.java
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/dal/mysql/infra/ApiAccessLogStatisticsMapper.java
@@ -12,14 +12,15 @@ import java.time.LocalDateTime;
  * @author owen
  */
 @Mapper
-public interface ApiAccessLogStatisticsMapper extends BaseMapperX<Object> {
+@SuppressWarnings("rawtypes")
+public interface ApiAccessLogStatisticsMapper extends BaseMapperX {
 
-    // TODO @疯狂：是不是 selectIpCount
-    Integer selectCountByIp(@Param("beginTime") LocalDateTime beginTime,
-                            @Param("endTime") LocalDateTime endTime);
+    Integer selectIpCountByCreateTimeBetween(@Param("userType") Integer userType,
+                                             @Param("beginTime") LocalDateTime beginTime,
+                                             @Param("endTime") LocalDateTime endTime);
 
-    // TODO @疯狂：是不是 selectUserCount
-    Integer selectCountByUserId(@Param("beginTime") LocalDateTime beginTime,
-                                @Param("endTime") LocalDateTime endTime);
+    Integer selectUserCountByCreateTimeBetween(@Param("userType") Integer userType,
+                                               @Param("beginTime") LocalDateTime beginTime,
+                                               @Param("endTime") LocalDateTime endTime);
 
 }
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/dal/mysql/member/MemberStatisticsMapper.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/dal/mysql/member/MemberStatisticsMapper.java
index f1ac09c4f..c158e9c03 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/dal/mysql/member/MemberStatisticsMapper.java
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/dal/mysql/member/MemberStatisticsMapper.java
@@ -2,6 +2,7 @@ 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.MemberRegisterCountRespVO;
 import cn.iocoder.yudao.module.statistics.controller.admin.member.vo.MemberSexStatisticsRespVO;
 import org.apache.ibatis.annotations.Mapper;
 import org.apache.ibatis.annotations.Param;
@@ -15,7 +16,8 @@ import java.util.List;
  * @author owen
  */
 @Mapper
-public interface MemberStatisticsMapper extends BaseMapperX<Object> {
+@SuppressWarnings("rawtypes")
+public interface MemberStatisticsMapper extends BaseMapperX {
 
     // TODO @芋艿：已经 review
     // TODO @疯狂：要不还是搞下 bo？虽然可能冗余了点~~
@@ -27,4 +29,7 @@ public interface MemberStatisticsMapper extends BaseMapperX<Object> {
     Integer selectUserCount(@Param("beginTime") LocalDateTime beginTime,
                             @Param("endTime") LocalDateTime endTime);
 
+    List<MemberRegisterCountRespVO> selectListByCreateTimeBetween(@Param("beginTime") LocalDateTime beginTime,
+                                                                  @Param("endTime") LocalDateTime endTime);
+
 }
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/dal/mysql/pay/PayWalletStatisticsMapper.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/dal/mysql/pay/PayWalletStatisticsMapper.java
index 32922814b..93bcf85ef 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/dal/mysql/pay/PayWalletStatisticsMapper.java
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/dal/mysql/pay/PayWalletStatisticsMapper.java
@@ -1,7 +1,6 @@
 package cn.iocoder.yudao.module.statistics.dal.mysql.pay;
 
 import cn.iocoder.yudao.framework.mybatis.core.mapper.BaseMapperX;
-import cn.iocoder.yudao.module.statistics.dal.dataobject.trade.TradeStatisticsDO;
 import cn.iocoder.yudao.module.statistics.service.pay.bo.RechargeSummaryRespBO;
 import cn.iocoder.yudao.module.statistics.service.trade.bo.WalletSummaryRespBO;
 import org.apache.ibatis.annotations.Mapper;
@@ -15,7 +14,8 @@ import java.time.LocalDateTime;
  * @author owen
  */
 @Mapper
-public interface PayWalletStatisticsMapper extends BaseMapperX<TradeStatisticsDO> {
+@SuppressWarnings("rawtypes")
+public interface PayWalletStatisticsMapper extends BaseMapperX {
 
     WalletSummaryRespBO selectRechargeSummaryByPayTimeBetween(@Param("beginTime") LocalDateTime beginTime,
                                                               @Param("endTime") LocalDateTime endTime,
@@ -34,4 +34,6 @@ public interface PayWalletStatisticsMapper extends BaseMapperX<TradeStatisticsDO
                                                                @Param("endTime") LocalDateTime endTime,
                                                                @Param("payStatus") Boolean payStatus);
 
+    Integer selectRechargePriceSummary(@Param("payStatus") Integer payStatus);
+
 }
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/dal/mysql/trade/AfterSaleStatisticsMapper.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/dal/mysql/trade/AfterSaleStatisticsMapper.java
index e5f9d1905..7de0cb07b 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/dal/mysql/trade/AfterSaleStatisticsMapper.java
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/dal/mysql/trade/AfterSaleStatisticsMapper.java
@@ -19,4 +19,6 @@ public interface AfterSaleStatisticsMapper extends BaseMapperX<TradeStatisticsDO
     AfterSaleSummaryRespBO selectSummaryByRefundTimeBetween(@Param("beginTime") LocalDateTime beginTime,
                                                             @Param("endTime") LocalDateTime endTime);
 
+    Long selectCountByStatus(@Param("status") Integer status);
+
 }
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/dal/mysql/trade/BrokerageStatisticsMapper.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/dal/mysql/trade/BrokerageStatisticsMapper.java
index f854ec31b..94ad06812 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/dal/mysql/trade/BrokerageStatisticsMapper.java
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/dal/mysql/trade/BrokerageStatisticsMapper.java
@@ -20,4 +20,6 @@ public interface BrokerageStatisticsMapper extends BaseMapperX<TradeStatisticsDO
                                                              @Param("beginTime") LocalDateTime beginTime,
                                                              @Param("endTime") LocalDateTime endTime);
 
+    Long selectWithdrawCountByStatus(@Param("status") Integer status);
+
 }
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/dal/mysql/trade/TradeOrderStatisticsMapper.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/dal/mysql/trade/TradeOrderStatisticsMapper.java
index bea5ba8e2..92671d08b 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/dal/mysql/trade/TradeOrderStatisticsMapper.java
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/dal/mysql/trade/TradeOrderStatisticsMapper.java
@@ -2,6 +2,8 @@ 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.controller.admin.trade.vo.TradeOrderSummaryRespVO;
+import cn.iocoder.yudao.module.statistics.controller.admin.trade.vo.TradeOrderTrendRespVO;
 import cn.iocoder.yudao.module.statistics.dal.dataobject.trade.TradeStatisticsDO;
 import org.apache.ibatis.annotations.Mapper;
 import org.apache.ibatis.annotations.Param;
@@ -38,4 +40,32 @@ public interface TradeOrderStatisticsMapper extends BaseMapperX<TradeStatisticsD
     Integer selectUserCountByPayTimeBetween(@Param("beginTime") LocalDateTime beginTime,
                                             @Param("endTime") LocalDateTime endTime);
 
+    /**
+     * 按照支付时间统计订单（按天分组）
+     *
+     * @param beginTime 支付起始时间
+     * @param endTime   支付截止时间
+     * @return 订单统计列表
+     */
+    List<TradeOrderTrendRespVO> selectListByPayTimeBetweenAndGroupByDay(@Param("beginTime") LocalDateTime beginTime,
+                                                                        @Param("endTime") LocalDateTime endTime);
+
+    /**
+     * 按照支付时间统计订单（按月分组）
+     *
+     * @param beginTime 支付起始时间
+     * @param endTime   支付截止时间
+     * @return 订单统计列表
+     */
+    List<TradeOrderTrendRespVO> selectListByPayTimeBetweenAndGroupByMonth(@Param("beginTime") LocalDateTime beginTime,
+                                                                          @Param("endTime") LocalDateTime endTime);
+
+    Long selectCountByStatus(@Param("status") Integer status);
+
+    Long selectCountByStatusAndPickUpStoreIdIsNotNull(@Param("status") Integer status);
+
+    TradeOrderSummaryRespVO selectPaySummaryByStatusAndPayTimeBetween(@Param("status") Integer status,
+                                                                      @Param("beginTime") LocalDateTime beginTime,
+                                                                      @Param("endTime") LocalDateTime endTime);
+
 }
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/infra/ApiAccessLogStatisticsService.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/infra/ApiAccessLogStatisticsService.java
index e67f9dd27..629db5d7f 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/infra/ApiAccessLogStatisticsService.java
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/infra/ApiAccessLogStatisticsService.java
@@ -14,21 +14,23 @@ public interface ApiAccessLogStatisticsService {
     /**
      * 获取活跃用户数量
      *
+     * @param userType  用户类型
      * @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);
+    Integer getActiveUserCount(Integer userType, LocalDateTime beginTime, LocalDateTime endTime);
 
     // TODO @疯狂：需要传递 userType；因为访问日志，可能涉及多种用户类型；
     // TODO @疯狂：方法名，要不改成 getIpCount；原因：让它更业务无关
     /**
      * 获取访问用户数量
      *
+     * @param userType  用户类型
      * @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);
+    Integer getVisitorUserCount(Integer userType, LocalDateTime beginTime, LocalDateTime endTime);
 
 }
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/infra/ApiAccessLogStatisticsServiceImpl.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/infra/ApiAccessLogStatisticsServiceImpl.java
index 4abb02e96..aed124f62 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/infra/ApiAccessLogStatisticsServiceImpl.java
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/infra/ApiAccessLogStatisticsServiceImpl.java
@@ -20,13 +20,13 @@ public class ApiAccessLogStatisticsServiceImpl implements ApiAccessLogStatistics
     private ApiAccessLogStatisticsMapper apiAccessLogStatisticsMapper;
 
     @Override
-    public Integer getActiveUserCount(LocalDateTime beginTime, LocalDateTime endTime) {
-        return apiAccessLogStatisticsMapper.selectCountByUserId(beginTime, endTime);
+    public Integer getActiveUserCount(Integer userType, LocalDateTime beginTime, LocalDateTime endTime) {
+        return apiAccessLogStatisticsMapper.selectUserCountByCreateTimeBetween(userType, beginTime, endTime);
     }
 
     @Override
-    public Integer getVisitorUserCount(LocalDateTime beginTime, LocalDateTime endTime) {
-        return apiAccessLogStatisticsMapper.selectCountByIp(beginTime, endTime);
+    public Integer getVisitorUserCount(Integer userType, LocalDateTime beginTime, LocalDateTime endTime) {
+        return apiAccessLogStatisticsMapper.selectIpCountByCreateTimeBetween(userType, beginTime, endTime);
     }
 
 }
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/member/MemberStatisticsService.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/member/MemberStatisticsService.java
index 5b072b93c..d5496e975 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/member/MemberStatisticsService.java
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/member/MemberStatisticsService.java
@@ -1,9 +1,7 @@
 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 cn.iocoder.yudao.module.statistics.controller.admin.member.vo.*;
+import cn.iocoder.yudao.module.statistics.controller.admin.trade.vo.TradeStatisticsComparisonRespVO;
 
 import java.time.LocalDateTime;
 import java.util.List;
@@ -47,4 +45,20 @@ public interface MemberStatisticsService {
      */
     List<MemberSexStatisticsRespVO> getMemberSexStatisticsList();
 
+    /**
+     * 获取用户注册数量列表
+     *
+     * @param beginTime 起始时间
+     * @param endTime   截止时间
+     * @return 注册数量列表
+     */
+    List<MemberRegisterCountRespVO> getMemberRegisterCountList(LocalDateTime beginTime, LocalDateTime endTime);
+
+    /**
+     * 获得用户数量量统计对照
+     *
+     * @return 用户数量量统计对照
+     */
+    TradeStatisticsComparisonRespVO<MemberCountRespVO> getUserCountComparison();
+
 }
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/member/MemberStatisticsServiceImpl.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/member/MemberStatisticsServiceImpl.java
index a11d17aaa..628bbccdc 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/member/MemberStatisticsServiceImpl.java
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/member/MemberStatisticsServiceImpl.java
@@ -1,10 +1,13 @@
 package cn.iocoder.yudao.module.statistics.service.member;
 
+import cn.hutool.core.date.LocalDateTimeUtil;
 import cn.hutool.core.util.NumberUtil;
+import cn.iocoder.yudao.framework.common.enums.UserTypeEnum;
 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;
@@ -13,7 +16,6 @@ import cn.iocoder.yudao.module.statistics.service.trade.TradeOrderStatisticsServ
 import cn.iocoder.yudao.module.statistics.service.trade.TradeStatisticsService;
 import org.springframework.stereotype.Service;
 import org.springframework.validation.annotation.Validated;
-import cn.iocoder.yudao.module.statistics.convert.member.MemberStatisticsConvert;
 
 import javax.annotation.Resource;
 import java.time.Duration;
@@ -94,7 +96,7 @@ public class MemberStatisticsServiceImpl implements MemberStatisticsService {
             atv = NumberUtil.div(payPrice, payUserCount).intValue();
         }
         return new MemberAnalyseRespVO()
-                .setVisitorCount(apiAccessLogStatisticsService.getVisitorUserCount(beginTime, endTime))
+                .setVisitorCount(apiAccessLogStatisticsService.getVisitorUserCount(UserTypeEnum.MEMBER.getValue(), beginTime, endTime))
                 .setOrderUserCount(tradeOrderStatisticsService.getOrderUserCount(beginTime, endTime))
                 .setPayUserCount(payUserCount)
                 .setAtv(atv)
@@ -106,7 +108,7 @@ public class MemberStatisticsServiceImpl implements MemberStatisticsService {
                 .map(RechargeSummaryRespBO::getRechargeUserCount).orElse(0);
         return new MemberAnalyseComparisonRespVO()
                 .setUserCount(memberStatisticsMapper.selectUserCount(beginTime, endTime))
-                .setActiveUserCount(apiAccessLogStatisticsService.getActiveUserCount(beginTime, endTime))
+                .setActiveUserCount(apiAccessLogStatisticsService.getActiveUserCount(UserTypeEnum.MEMBER.getValue(), beginTime, endTime))
                 .setRechargeUserCount(rechargeUserCount);
     }
 
@@ -116,4 +118,28 @@ public class MemberStatisticsServiceImpl implements MemberStatisticsService {
         return memberStatisticsMapper.selectSummaryListBySex();
     }
 
+    @Override
+    public List<MemberRegisterCountRespVO> getMemberRegisterCountList(LocalDateTime beginTime, LocalDateTime endTime) {
+        return memberStatisticsMapper.selectListByCreateTimeBetween(beginTime, endTime);
+    }
+
+    @Override
+    public TradeStatisticsComparisonRespVO<MemberCountRespVO> getUserCountComparison() {
+        // 今日时间范围
+        LocalDateTime beginOfToday = LocalDateTimeUtil.beginOfDay(LocalDateTime.now());
+        LocalDateTime endOfToday = LocalDateTimeUtil.endOfDay(beginOfToday);
+        // 昨日时间范围
+        LocalDateTime beginOfYesterday = LocalDateTimeUtil.beginOfDay(beginOfToday.minusDays(1));
+        LocalDateTime endOfYesterday = LocalDateTimeUtil.endOfDay(beginOfYesterday);
+        return new TradeStatisticsComparisonRespVO<MemberCountRespVO>()
+                .setValue(getUserCount(beginOfToday, endOfToday))
+                .setReference(getUserCount(beginOfYesterday, endOfYesterday));
+    }
+
+    private MemberCountRespVO getUserCount(LocalDateTime beginTime, LocalDateTime endTime) {
+        return new MemberCountRespVO()
+                .setCreateUserCount(memberStatisticsMapper.selectUserCount(beginTime, endTime))
+                .setVisitUserCount(apiAccessLogStatisticsService.getVisitorUserCount(UserTypeEnum.MEMBER.getValue(), beginTime, endTime));
+    }
+
 }
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/pay/PayWalletStatisticsService.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/pay/PayWalletStatisticsService.java
index b1d3f3773..d43a57682 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/pay/PayWalletStatisticsService.java
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/pay/PayWalletStatisticsService.java
@@ -30,4 +30,11 @@ public interface PayWalletStatisticsService {
      */
     RechargeSummaryRespBO getUserRechargeSummary(LocalDateTime beginTime, LocalDateTime endTime);
 
+    /**
+     * 获取充值金额合计
+     *
+     * @return 充值金额合计
+     */
+    Integer getRechargePriceSummary();
+
 }
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/pay/PayWalletStatisticsServiceImpl.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/pay/PayWalletStatisticsServiceImpl.java
index 2ccc84fe1..10f8bdc97 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/pay/PayWalletStatisticsServiceImpl.java
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/pay/PayWalletStatisticsServiceImpl.java
@@ -1,6 +1,7 @@
 package cn.iocoder.yudao.module.statistics.service.pay;
 
 import cn.iocoder.yudao.module.pay.enums.member.PayWalletBizTypeEnum;
+import cn.iocoder.yudao.module.pay.enums.order.PayOrderStatusEnum;
 import cn.iocoder.yudao.module.pay.enums.refund.PayRefundStatusEnum;
 import cn.iocoder.yudao.module.statistics.dal.mysql.pay.PayWalletStatisticsMapper;
 import cn.iocoder.yudao.module.statistics.service.pay.bo.RechargeSummaryRespBO;
@@ -43,4 +44,9 @@ public class PayWalletStatisticsServiceImpl implements PayWalletStatisticsServic
         return payWalletStatisticsMapper.selectRechargeSummaryGroupByWalletId(beginTime, endTime, true);
     }
 
+    @Override
+    public Integer getRechargePriceSummary() {
+        return payWalletStatisticsMapper.selectRechargePriceSummary(PayOrderStatusEnum.SUCCESS.getStatus());
+    }
+
 }
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/trade/AfterSaleStatisticsService.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/trade/AfterSaleStatisticsService.java
index ea805967b..f584c3dc7 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/trade/AfterSaleStatisticsService.java
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/trade/AfterSaleStatisticsService.java
@@ -1,6 +1,7 @@
 package cn.iocoder.yudao.module.statistics.service.trade;
 
 import cn.iocoder.yudao.module.statistics.service.trade.bo.AfterSaleSummaryRespBO;
+import cn.iocoder.yudao.module.trade.enums.aftersale.AfterSaleStatusEnum;
 
 import java.time.LocalDateTime;
 
@@ -20,4 +21,12 @@ public interface AfterSaleStatisticsService {
      */
     AfterSaleSummaryRespBO getAfterSaleSummary(LocalDateTime beginTime, LocalDateTime endTime);
 
+    /**
+     * 获取指定状态的售后订单数量
+     *
+     * @param status 售后状态
+     * @return 售后订单数量
+     */
+    Long getCountByStatus(AfterSaleStatusEnum status);
+
 }
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/trade/AfterSaleStatisticsServiceImpl.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/trade/AfterSaleStatisticsServiceImpl.java
index cc2ec4af9..46ab5f3ad 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/trade/AfterSaleStatisticsServiceImpl.java
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/trade/AfterSaleStatisticsServiceImpl.java
@@ -2,6 +2,7 @@ package cn.iocoder.yudao.module.statistics.service.trade;
 
 import cn.iocoder.yudao.module.statistics.dal.mysql.trade.AfterSaleStatisticsMapper;
 import cn.iocoder.yudao.module.statistics.service.trade.bo.AfterSaleSummaryRespBO;
+import cn.iocoder.yudao.module.trade.enums.aftersale.AfterSaleStatusEnum;
 import org.springframework.stereotype.Service;
 import org.springframework.validation.annotation.Validated;
 
@@ -25,4 +26,9 @@ public class AfterSaleStatisticsServiceImpl implements AfterSaleStatisticsServic
         return afterSaleStatisticsMapper.selectSummaryByRefundTimeBetween(beginTime, endTime);
     }
 
+    @Override
+    public Long getCountByStatus(AfterSaleStatusEnum status) {
+        return afterSaleStatisticsMapper.selectCountByStatus(status.getStatus());
+    }
+
 }
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/trade/BrokerageStatisticsService.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/trade/BrokerageStatisticsService.java
index 7d1bfa347..6845b608a 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/trade/BrokerageStatisticsService.java
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/trade/BrokerageStatisticsService.java
@@ -1,5 +1,7 @@
 package cn.iocoder.yudao.module.statistics.service.trade;
 
+import cn.iocoder.yudao.module.trade.enums.brokerage.BrokerageWithdrawStatusEnum;
+
 import java.time.LocalDateTime;
 
 /**
@@ -18,4 +20,12 @@ public interface BrokerageStatisticsService {
      */
     Integer getBrokerageSettlementPriceSummary(LocalDateTime beginTime, LocalDateTime endTime);
 
+    /**
+     * 获取指定状态的提现记录数量
+     *
+     * @param status 提现记录状态
+     * @return 提现记录数量
+     */
+    Long getWithdrawCountByStatus(BrokerageWithdrawStatusEnum status);
+
 }
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/trade/BrokerageStatisticsServiceImpl.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/trade/BrokerageStatisticsServiceImpl.java
index 8c29166e5..d7af3d523 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/trade/BrokerageStatisticsServiceImpl.java
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/trade/BrokerageStatisticsServiceImpl.java
@@ -3,6 +3,7 @@ package cn.iocoder.yudao.module.statistics.service.trade;
 import cn.iocoder.yudao.module.statistics.dal.mysql.trade.BrokerageStatisticsMapper;
 import cn.iocoder.yudao.module.trade.enums.brokerage.BrokerageRecordBizTypeEnum;
 import cn.iocoder.yudao.module.trade.enums.brokerage.BrokerageRecordStatusEnum;
+import cn.iocoder.yudao.module.trade.enums.brokerage.BrokerageWithdrawStatusEnum;
 import org.springframework.stereotype.Service;
 import org.springframework.validation.annotation.Validated;
 
@@ -28,4 +29,9 @@ public class BrokerageStatisticsServiceImpl implements BrokerageStatisticsServic
                 beginTime, endTime);
     }
 
+    @Override
+    public Long getWithdrawCountByStatus(BrokerageWithdrawStatusEnum status) {
+        return brokerageStatisticsMapper.selectWithdrawCountByStatus(status.getStatus());
+    }
+
 }
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/trade/TradeOrderStatisticsService.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/trade/TradeOrderStatisticsService.java
index 9e1e16aef..b40364096 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/trade/TradeOrderStatisticsService.java
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/trade/TradeOrderStatisticsService.java
@@ -1,6 +1,7 @@
 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.controller.admin.trade.vo.*;
 import cn.iocoder.yudao.module.statistics.service.trade.bo.TradeOrderSummaryRespBO;
 
 import java.time.LocalDateTime;
@@ -60,4 +61,26 @@ public interface TradeOrderStatisticsService {
      */
     Integer getOrderPayPrice(LocalDateTime beginTime, LocalDateTime endTime);
 
+    /**
+     * 获得交易订单数量
+     *
+     * @return 订单数量
+     */
+    TradeOrderCountRespVO getOrderCount();
+
+    /**
+     * 交易订单销售额对照
+     *
+     * @return 销售额对照
+     */
+    TradeStatisticsComparisonRespVO<TradeOrderSummaryRespVO> getOrderComparison();
+
+    /**
+     * 获得订单量趋势统计
+     *
+     * @param reqVO 统计参数
+     * @return 订单量趋势统计
+     */
+    List<TradeStatisticsComparisonRespVO<TradeOrderTrendRespVO>> getOrderCountTrendComparison(TradeOrderTrendReqVO reqVO);
+
 }
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/trade/TradeOrderStatisticsServiceImpl.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/trade/TradeOrderStatisticsServiceImpl.java
index 10dd180d0..5daa727c8 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/trade/TradeOrderStatisticsServiceImpl.java
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/trade/TradeOrderStatisticsServiceImpl.java
@@ -1,14 +1,24 @@
 package cn.iocoder.yudao.module.statistics.service.trade;
 
+import cn.hutool.core.collection.CollUtil;
+import cn.hutool.core.date.LocalDateTimeUtil;
+import cn.hutool.core.util.ObjUtil;
+import cn.iocoder.yudao.module.pay.enums.order.PayOrderStatusEnum;
 import cn.iocoder.yudao.module.statistics.controller.admin.member.vo.MemberAreaStatisticsRespVO;
+import cn.iocoder.yudao.module.statistics.controller.admin.trade.vo.*;
 import cn.iocoder.yudao.module.statistics.dal.mysql.trade.TradeOrderStatisticsMapper;
+import cn.iocoder.yudao.module.statistics.enums.TimeRangeTypeEnum;
 import cn.iocoder.yudao.module.statistics.service.trade.bo.TradeOrderSummaryRespBO;
+import cn.iocoder.yudao.module.trade.enums.order.TradeOrderStatusEnum;
 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.stream.Collectors;
+import java.util.stream.IntStream;
 
 /**
  * 交易订单统计 Service 实现类
@@ -50,4 +60,53 @@ public class TradeOrderStatisticsServiceImpl implements TradeOrderStatisticsServ
         return tradeOrderStatisticsMapper.selectSummaryPriceByPayTimeBetween(beginTime, endTime);
     }
 
+    @Override
+    public TradeOrderCountRespVO getOrderCount() {
+        Long undeliveredCount = tradeOrderStatisticsMapper.selectCountByStatus(TradeOrderStatusEnum.UNDELIVERED.getStatus());
+        Long pickUpCount = tradeOrderStatisticsMapper.selectCountByStatusAndPickUpStoreIdIsNotNull(TradeOrderStatusEnum.DELIVERED.getStatus());
+
+        return new TradeOrderCountRespVO()
+                .setPickUp(ObjUtil.defaultIfNull(pickUpCount, 0L))
+                .setUndelivered(ObjUtil.defaultIfNull(undeliveredCount, 0L));
+    }
+
+    @Override
+    public TradeStatisticsComparisonRespVO<TradeOrderSummaryRespVO> getOrderComparison() {
+        return new TradeStatisticsComparisonRespVO<TradeOrderSummaryRespVO>()
+                .setValue(getPayPriceSummary(LocalDateTime.now()))
+                .setReference(getPayPriceSummary(LocalDateTime.now().minusDays(1)));
+    }
+
+    private TradeOrderSummaryRespVO getPayPriceSummary(LocalDateTime date) {
+        LocalDateTime beginTime = LocalDateTimeUtil.beginOfDay(date);
+        LocalDateTime endTime = LocalDateTimeUtil.beginOfDay(date);
+
+        return tradeOrderStatisticsMapper.selectPaySummaryByStatusAndPayTimeBetween(PayOrderStatusEnum.SUCCESS.getStatus(), beginTime, endTime);
+    }
+
+    @Override
+    public List<TradeStatisticsComparisonRespVO<TradeOrderTrendRespVO>> getOrderCountTrendComparison(TradeOrderTrendReqVO reqVO) {
+        // 查询当前数据
+        List<TradeOrderTrendRespVO> value = getOrderCountTrend(reqVO.getType(), reqVO.getBeginTime(), reqVO.getEndTime());
+        // 查询对照数据
+        LocalDateTime referenceEndTime = reqVO.getBeginTime().minusDays(1);
+        LocalDateTime referenceBeginTime = referenceEndTime.minus(Duration.between(reqVO.getBeginTime(), reqVO.getEndTime()));
+        List<TradeOrderTrendRespVO> reference = getOrderCountTrend(reqVO.getType(), referenceBeginTime, referenceEndTime);
+
+        return IntStream.range(0, value.size())
+                .mapToObj(index -> new TradeStatisticsComparisonRespVO<TradeOrderTrendRespVO>()
+                        .setValue(CollUtil.get(value, index))
+                        .setReference(CollUtil.get(reference, index)))
+                .collect(Collectors.toList());
+    }
+
+    private List<TradeOrderTrendRespVO> getOrderCountTrend(Integer timeRangeType, LocalDateTime beginTime, LocalDateTime endTime) {
+        // 情况一：按年统计时，以月份分组
+        if (TimeRangeTypeEnum.YEAR.getType().equals(timeRangeType)) {
+            return tradeOrderStatisticsMapper.selectListByPayTimeBetweenAndGroupByMonth(beginTime, endTime);
+        }
+        // 情况二：其它以天分组（天、周、月）
+        return tradeOrderStatisticsMapper.selectListByPayTimeBetweenAndGroupByDay(beginTime, endTime);
+    }
+
 }
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/trade/TradeStatisticsService.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/trade/TradeStatisticsService.java
index 1663ea27d..73d222160 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/trade/TradeStatisticsService.java
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/trade/TradeStatisticsService.java
@@ -33,7 +33,7 @@ public interface TradeStatisticsService {
      * 获得交易状况统计
      *
      * @param beginTime 开始时间
-     * @param endTime 结束时间
+     * @param endTime   结束时间
      * @return 统计数据对照
      */
     Integer getExpensePrice(LocalDateTime beginTime, LocalDateTime endTime);
@@ -41,6 +41,8 @@ public interface TradeStatisticsService {
     /**
      * 获得交易状况明细
      *
+     * @param beginTime 开始时间
+     * @param endTime   结束时间
      * @return 统计数据列表
      */
     List<TradeTrendSummaryRespVO> getTradeStatisticsList(LocalDateTime beginTime, LocalDateTime endTime);
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/trade/TradeStatisticsServiceImpl.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/trade/TradeStatisticsServiceImpl.java
index 6a751a0cd..39be4f484 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/trade/TradeStatisticsServiceImpl.java
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/trade/TradeStatisticsServiceImpl.java
@@ -2,17 +2,17 @@ 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;
 import cn.iocoder.yudao.module.statistics.controller.admin.trade.vo.TradeTrendSummaryRespVO;
 import cn.iocoder.yudao.module.statistics.convert.trade.TradeStatisticsConvert;
 import cn.iocoder.yudao.module.statistics.dal.dataobject.trade.TradeStatisticsDO;
 import cn.iocoder.yudao.module.statistics.dal.mysql.trade.TradeStatisticsMapper;
-import cn.iocoder.yudao.module.statistics.service.trade.bo.TradeSummaryRespBO;
+import cn.iocoder.yudao.module.statistics.service.pay.PayWalletStatisticsService;
 import cn.iocoder.yudao.module.statistics.service.trade.bo.AfterSaleSummaryRespBO;
 import cn.iocoder.yudao.module.statistics.service.trade.bo.TradeOrderSummaryRespBO;
+import cn.iocoder.yudao.module.statistics.service.trade.bo.TradeSummaryRespBO;
+import cn.iocoder.yudao.module.statistics.service.trade.bo.WalletSummaryRespBO;
 import org.springframework.stereotype.Service;
 import org.springframework.util.StopWatch;
 import org.springframework.validation.annotation.Validated;
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/resources/mapper/infra/ApiAccessLogStatisticsMapper.xml b/yudao-module-mall/yudao-module-statistics-biz/src/main/resources/mapper/infra/ApiAccessLogStatisticsMapper.xml
index 13bcdb419..ac418927e 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/resources/mapper/infra/ApiAccessLogStatisticsMapper.xml
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/resources/mapper/infra/ApiAccessLogStatisticsMapper.xml
@@ -2,23 +2,21 @@
 <!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">
-        <!-- TODO @疯狂：distinct 会不会更合适哈 -->
-        SELECT COUNT(1)
+    <select id="selectIpCountByCreateTimeBetween" resultType="java.lang.Integer">
+        SELECT COUNT(DISTINCT user_ip)
         FROM infra_api_access_log
-        WHERE create_time BETWEEN #{beginTime} AND #{endTime}
-          AND deleted = FALSE
-        GROUP BY user_ip
+        WHERE user_type = #{userType}
+        AND create_time BETWEEN #{beginTime} AND #{endTime}
+        AND deleted = FALSE
     </select>
 
-    <select id="selectCountByUserId" resultType="java.lang.Integer">
-        <!-- TODO @疯狂：distinct 会不会更合适哈 -->
-        SELECT COUNT(1)
+    <select id="selectUserCountByCreateTimeBetween" resultType="java.lang.Integer">
+        SELECT COUNT(DISTINCT user_id)
         FROM infra_api_access_log
         WHERE user_id > 0
+          AND user_type = #{userType}
           AND create_time BETWEEN #{beginTime} AND #{endTime}
           AND deleted = FALSE
-        GROUP BY user_id
     </select>
 
 </mapper>
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/resources/mapper/member/MemberStatisticsMapper.xml b/yudao-module-mall/yudao-module-statistics-biz/src/main/resources/mapper/member/MemberStatisticsMapper.xml
index 648e93fe8..c00e2d70e 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/resources/mapper/member/MemberStatisticsMapper.xml
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/resources/mapper/member/MemberStatisticsMapper.xml
@@ -30,4 +30,14 @@
         </if>
     </select>
 
+    <select id="selectListByCreateTimeBetween"
+            resultType="cn.iocoder.yudao.module.statistics.controller.admin.member.vo.MemberRegisterCountRespVO">
+        SELECT DATE_FORMAT(create_time, '%Y-%m-%d') AS date,
+               count(1)                             AS count
+        FROM member_user
+        WHERE create_time BETWEEN #{beginTime} AND #{endTime}
+          AND deleted = FALSE
+        GROUP BY date
+    </select>
+
 </mapper>
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/resources/mapper/pay/PayWalletStatisticsMapper.xml b/yudao-module-mall/yudao-module-statistics-biz/src/main/resources/mapper/pay/PayWalletStatisticsMapper.xml
index 16cfe3be4..44f164f90 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/resources/mapper/pay/PayWalletStatisticsMapper.xml
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/resources/mapper/pay/PayWalletStatisticsMapper.xml
@@ -46,4 +46,11 @@
         GROUP BY wallet_id
     </select>
 
+    <select id="selectRechargePriceSummary" resultType="java.lang.Integer">
+        SELECT IFNULL(SUM(pay_price), 0)
+        FROM pay_wallet_recharge
+        WHERE pay_status = #{payStatus}
+          AND deleted = FALSE
+    </select>
+
 </mapper>
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/resources/mapper/trade/AfterSaleStatisticsMapper.xml b/yudao-module-mall/yudao-module-statistics-biz/src/main/resources/mapper/trade/AfterSaleStatisticsMapper.xml
index 000cb26fd..933c45610 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/resources/mapper/trade/AfterSaleStatisticsMapper.xml
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/resources/mapper/trade/AfterSaleStatisticsMapper.xml
@@ -11,4 +11,11 @@
           AND deleted = FALSE
     </select>
 
+    <select id="selectCountByStatus" resultType="java.lang.Long">
+        SELECT COUNT(1)
+        FROM trade_after_sale
+        WHERE status = #{status}
+          AND deleted = FALSE
+    </select>
+
 </mapper>
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/resources/mapper/trade/BrokerageStatisticsMapper.xml b/yudao-module-mall/yudao-module-statistics-biz/src/main/resources/mapper/trade/BrokerageStatisticsMapper.xml
index f8f9b2c11..dff7e444f 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/resources/mapper/trade/BrokerageStatisticsMapper.xml
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/resources/mapper/trade/BrokerageStatisticsMapper.xml
@@ -11,4 +11,11 @@
           AND deleted = FALSE
     </select>
 
+    <select id="selectWithdrawCountByStatus" resultType="java.lang.Long">
+        SELECT COUNT(1)
+        FROM trade_brokerage_withdraw
+        WHERE status = #{status}
+          AND deleted = FALSE
+    </select>
+
 </mapper>
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/resources/mapper/trade/TradeOrderStatisticsMapper.xml b/yudao-module-mall/yudao-module-statistics-biz/src/main/resources/mapper/trade/TradeOrderStatisticsMapper.xml
index 2cecd468e..406af4112 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/resources/mapper/trade/TradeOrderStatisticsMapper.xml
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/resources/mapper/trade/TradeOrderStatisticsMapper.xml
@@ -1,7 +1,6 @@
 <?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="selectSummaryListByAreaId"
             resultType="cn.iocoder.yudao.module.statistics.controller.admin.member.vo.MemberAreaStatisticsRespVO">
         SELECT receiver_area_id                                AS areaId,
@@ -24,14 +23,14 @@
     </select>
 
     <select id="selectUserCountByCreateTimeBetween" resultType="java.lang.Integer">
-        SELECT COUNT(DISTINCT(user_id))
+        SELECT COUNT(DISTINCT (user_id))
         FROM trade_order
         WHERE deleted = FALSE
           AND create_time BETWEEN #{beginTime} AND #{endTime}
     </select>
 
     <select id="selectUserCountByPayTimeBetween" resultType="java.lang.Integer">
-        SELECT COUNT(DISTINCT(user_id))
+        SELECT COUNT(DISTINCT (user_id))
         FROM trade_order
         WHERE pay_time BETWEEN #{beginTime} AND #{endTime}
           AND pay_status = TRUE
@@ -61,4 +60,52 @@
           AND create_time BETWEEN #{beginTime} AND #{endTime}
     </select>
 
+    <select id="selectListByPayTimeBetweenAndGroupByDay"
+            resultType="cn.iocoder.yudao.module.statistics.controller.admin.trade.vo.TradeOrderTrendRespVO">
+        SELECT DATE_FORMAT(pay_time, '%Y-%m-%d') AS date,
+               COUNT(1)                          AS orderPayCount,
+               SUM(pay_price)                    AS orderPayPrice
+        FROM trade_order
+        WHERE pay_status = TRUE
+          AND create_time BETWEEN #{beginTime} AND #{endTime}
+          AND deleted = FALSE
+        GROUP BY date
+    </select>
+
+    <select id="selectListByPayTimeBetweenAndGroupByMonth"
+            resultType="cn.iocoder.yudao.module.statistics.controller.admin.trade.vo.TradeOrderTrendRespVO">
+        SELECT DATE_FORMAT(pay_time, '%Y-%m') AS date,
+               COUNT(1)                       AS orderPayCount,
+               SUM(pay_price)                 AS orderPayPrice
+        FROM trade_order
+        WHERE pay_status = TRUE
+          AND create_time BETWEEN #{beginTime} AND #{endTime}
+          AND deleted = FALSE
+        GROUP BY date
+    </select>
+
+    <select id="selectCountByStatus" resultType="java.lang.Long">
+        SELECT COUNT(1)
+        FROM trade_order
+        WHERE status = #{status} AND deleted = FALSE
+    </select>
+
+    <select id="selectCountByStatusAndPickUpStoreIdIsNotNull" resultType="java.lang.Long">
+        SELECT COUNT(1)
+        FROM trade_order
+        WHERE status = #{status}
+          AND pick_up_store_id IS NOT NULL
+          AND deleted = FALSE
+    </select>
+
+    <select id="selectPaySummaryByStatusAndPayTimeBetween"
+            resultType="cn.iocoder.yudao.module.statistics.controller.admin.trade.vo.TradeOrderSummaryRespVO">
+        SELECT IFNULL(SUM(pay_price), 0) AS orderPayPrice,
+               COUNT(1)                  AS orderPayCount
+        FROM trade_order
+        WHERE status = #{status}
+          AND pay_time BETWEEN #{beginTime} AND #{endTime}
+          AND deleted = FALSE
+    </select>
+
 </mapper>

From bb82c631e915c37c96cd69461703c158d7076612 Mon Sep 17 00:00:00 2001
From: owen <owen@evolsun.com>
Date: Mon, 16 Oct 2023 13:00:14 +0800
Subject: [PATCH 2/8] =?UTF-8?q?=E7=BB=9F=E8=AE=A1=EF=BC=9AReview=E4=BF=AE?=
 =?UTF-8?q?=E6=94=B9?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../vo/DataComparisonRespVO.java}             |  7 +-
 .../member/MemberStatisticsController.java    |  4 +-
 .../vo/MemberAnalyseComparisonRespVO.java     |  6 +-
 .../admin/member/vo/MemberAnalyseRespVO.java  |  7 +-
 .../member/vo/MemberAreaStatisticsRespVO.java |  9 +-
 .../trade/TradeStatisticsController.java      | 43 ++++----
 .../trade/vo/TradeTrendSummaryExcelVO.java    |  4 +-
 .../trade/vo/TradeTrendSummaryRespVO.java     |  9 +-
 .../member/MemberStatisticsConvert.java       |  4 +-
 .../convert/trade/TradeStatisticsConvert.java | 36 +++++--
 .../dataobject/trade/TradeStatisticsDO.java   |  9 +-
 .../infra/ApiAccessLogStatisticsMapper.java   | 12 +--
 .../mysql/member/MemberStatisticsMapper.java  |  6 +-
 .../mysql/trade/TradeStatisticsMapper.java    | 17 +++-
 .../job/trade/TradeStatisticsJob.java         | 19 +++-
 .../infra/ApiAccessLogStatisticsService.java  |  8 +-
 .../ApiAccessLogStatisticsServiceImpl.java    |  8 +-
 .../member/MemberStatisticsService.java       |  4 +-
 .../member/MemberStatisticsServiceImpl.java   | 23 ++---
 .../member/bo/MemberAreaStatisticsRespBO.java | 38 ++++++++
 .../service/pay/bo/RechargeSummaryRespBO.java | 14 ++-
 .../trade/TradeOrderStatisticsService.java    |  5 +-
 .../TradeOrderStatisticsServiceImpl.java      |  9 +-
 .../service/trade/TradeStatisticsService.java | 38 +++++---
 .../trade/TradeStatisticsServiceImpl.java     | 97 +++++++++----------
 .../infra/ApiAccessLogStatisticsMapper.xml    |  4 +-
 .../mapper/member/MemberStatisticsMapper.xml  |  2 +-
 .../mapper/pay/PayWalletStatisticsMapper.xml  |  6 +-
 .../trade/TradeOrderStatisticsMapper.xml      |  8 +-
 .../mapper/trade/TradeStatisticsMapper.xml    | 25 +----
 30 files changed, 274 insertions(+), 207 deletions(-)
 rename yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/{trade/vo/TradeStatisticsComparisonRespVO.java => common/vo/DataComparisonRespVO.java} (60%)
 create mode 100644 yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/member/bo/MemberAreaStatisticsRespBO.java

diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/trade/vo/TradeStatisticsComparisonRespVO.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/common/vo/DataComparisonRespVO.java
similarity index 60%
rename from yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/trade/vo/TradeStatisticsComparisonRespVO.java
rename to yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/common/vo/DataComparisonRespVO.java
index fee5b4c29..efd889a87 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/trade/vo/TradeStatisticsComparisonRespVO.java
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/common/vo/DataComparisonRespVO.java
@@ -1,16 +1,15 @@
-package cn.iocoder.yudao.module.statistics.controller.admin.trade.vo;
+package cn.iocoder.yudao.module.statistics.controller.admin.common.vo;
 
 import io.swagger.v3.oas.annotations.media.Schema;
 import lombok.AllArgsConstructor;
 import lombok.Data;
 import lombok.NoArgsConstructor;
 
-// TODO @疯狂：是不是搞成公用的哈；类似，controller/admin/common，下面直接放它
-@Schema(description = "管理后台 - 交易统计对照 Response VO")
+@Schema(description = "管理后台 - 数据对照 Response VO")
 @Data
 @NoArgsConstructor
 @AllArgsConstructor
-public class TradeStatisticsComparisonRespVO<T> {
+public class DataComparisonRespVO<T> {
 
     @Schema(description = "当前数据", requiredMode = Schema.RequiredMode.REQUIRED, example = "1024")
     private T value;
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/member/MemberStatisticsController.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/member/MemberStatisticsController.java
index f68693a6b..b78b207b5 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/member/MemberStatisticsController.java
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/member/MemberStatisticsController.java
@@ -3,8 +3,8 @@ 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.common.vo.DataComparisonRespVO;
 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.service.member.MemberStatisticsService;
 import io.swagger.v3.oas.annotations.Operation;
 import io.swagger.v3.oas.annotations.tags.Tag;
@@ -79,7 +79,7 @@ public class MemberStatisticsController {
     @GetMapping("/user-count-comparison")
     @Operation(summary = "获得用户数量对照")
     @PreAuthorize("@ss.hasPermission('statistics:member:query')")
-    public CommonResult<TradeStatisticsComparisonRespVO<MemberCountRespVO>> getUserCountComparison() {
+    public CommonResult<DataComparisonRespVO<MemberCountRespVO>> getUserCountComparison() {
         return success(memberStatisticsService.getUserCountComparison());
     }
 
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/member/vo/MemberAnalyseComparisonRespVO.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/member/vo/MemberAnalyseComparisonRespVO.java
index f36930180..58675f681 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/member/vo/MemberAnalyseComparisonRespVO.java
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/member/vo/MemberAnalyseComparisonRespVO.java
@@ -7,13 +7,11 @@ import lombok.Data;
 @Data
 public class MemberAnalyseComparisonRespVO {
 
-    // TODO @疯狂：这个字段，要不改成注册用户量；registerUserCount;
     @Schema(description = "会员数量", requiredMode = Schema.RequiredMode.REQUIRED, example = "1024")
-    private Integer userCount;
+    private Integer registerUserCount;
 
-    // TODO @疯狂：这个字段，名字改成 visitUserCount；有访问，就算活跃；
     @Schema(description = "活跃用户数量", requiredMode = Schema.RequiredMode.REQUIRED, example = "1024")
-    private Integer activeUserCount;
+    private Integer visitUserCount;
 
     @Schema(description = "充值会员数量", requiredMode = Schema.RequiredMode.REQUIRED, example = "221")
     private Integer rechargeUserCount;
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/member/vo/MemberAnalyseRespVO.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/member/vo/MemberAnalyseRespVO.java
index df4e3d9ff..a235f53f8 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/member/vo/MemberAnalyseRespVO.java
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/member/vo/MemberAnalyseRespVO.java
@@ -1,6 +1,6 @@
 package 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.controller.admin.common.vo.DataComparisonRespVO;
 import io.swagger.v3.oas.annotations.media.Schema;
 import lombok.Data;
 
@@ -8,9 +8,8 @@ import lombok.Data;
 @Data
 public class MemberAnalyseRespVO {
 
-    // TODO @疯狂：这个字段改成 visitUserCount，保持和 userCount 字段统一
     @Schema(description = "访客数量", requiredMode = Schema.RequiredMode.REQUIRED, example = "1024")
-    private Integer visitorCount;
+    private Integer visitUserCount;
 
     @Schema(description = "下单用户数量", requiredMode = Schema.RequiredMode.REQUIRED, example = "1024")
     private Integer orderUserCount;
@@ -22,6 +21,6 @@ public class MemberAnalyseRespVO {
     private Integer atv;
 
     @Schema(description = "对照数据", requiredMode = Schema.RequiredMode.REQUIRED)
-    private TradeStatisticsComparisonRespVO<MemberAnalyseComparisonRespVO> comparison;
+    private DataComparisonRespVO<MemberAnalyseComparisonRespVO> comparison;
 
 }
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/member/vo/MemberAreaStatisticsRespVO.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/member/vo/MemberAreaStatisticsRespVO.java
index cd588aa30..1024d04ef 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/member/vo/MemberAreaStatisticsRespVO.java
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/member/vo/MemberAreaStatisticsRespVO.java
@@ -15,11 +15,10 @@ public class MemberAreaStatisticsRespVO {
     @Schema(description = "会员数量", requiredMode = Schema.RequiredMode.REQUIRED, example = "1024")
     private Integer userCount;
 
-    // TODO @疯狂：要不 orderCreateUserCount 和 orderPayUserCount 貌似更统一一些；
-    @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 = "下单的会员数量", requiredMode = Schema.RequiredMode.REQUIRED, example = "1024")
+    private Integer orderCreateUserCount;
+    @Schema(description = "支付订单的会员数量", requiredMode = Schema.RequiredMode.REQUIRED, example = "512")
+    private Integer orderPayUserCount;
 
     @Schema(description = "订单支付金额，单位：分", requiredMode = Schema.RequiredMode.REQUIRED, example = "622")
     private Integer orderPayPrice;
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/trade/TradeStatisticsController.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/trade/TradeStatisticsController.java
index 4ee28e109..087b955d5 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/trade/TradeStatisticsController.java
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/trade/TradeStatisticsController.java
@@ -3,12 +3,15 @@ package cn.iocoder.yudao.module.statistics.controller.admin.trade;
 import cn.hutool.core.util.ArrayUtil;
 import cn.iocoder.yudao.framework.common.pojo.CommonResult;
 import cn.iocoder.yudao.framework.excel.core.util.ExcelUtils;
+import cn.iocoder.yudao.module.statistics.controller.admin.common.vo.DataComparisonRespVO;
 import cn.iocoder.yudao.module.statistics.controller.admin.trade.vo.*;
 import cn.iocoder.yudao.module.statistics.convert.trade.TradeStatisticsConvert;
+import cn.iocoder.yudao.module.statistics.dal.dataobject.trade.TradeStatisticsDO;
 import cn.iocoder.yudao.module.statistics.service.trade.AfterSaleStatisticsService;
 import cn.iocoder.yudao.module.statistics.service.trade.BrokerageStatisticsService;
 import cn.iocoder.yudao.module.statistics.service.trade.TradeOrderStatisticsService;
 import cn.iocoder.yudao.module.statistics.service.trade.TradeStatisticsService;
+import cn.iocoder.yudao.module.statistics.service.trade.bo.TradeSummaryRespBO;
 import cn.iocoder.yudao.module.trade.enums.aftersale.AfterSaleStatusEnum;
 import cn.iocoder.yudao.module.trade.enums.brokerage.BrokerageWithdrawStatusEnum;
 import io.swagger.v3.oas.annotations.Operation;
@@ -47,41 +50,47 @@ public class TradeStatisticsController {
     @GetMapping("/summary")
     @Operation(summary = "获得交易统计")
     @PreAuthorize("@ss.hasPermission('statistics:trade:query')")
-    public CommonResult<TradeStatisticsComparisonRespVO<TradeSummaryRespVO>> getTradeSummaryComparison() {
-        // TODO @疯狂：这个要不要 tradeStatisticsService 调用里面的多个方法，组合出最终的 TradeSummaryRespVO；
-        return success(tradeStatisticsService.getTradeSummaryComparison());
+    public CommonResult<DataComparisonRespVO<TradeSummaryRespVO>> getTradeSummaryComparison() {
+        // 1.1 昨天的数据
+        TradeSummaryRespBO yesterdayData = tradeStatisticsService.getTradeSummaryByDays(-1);
+        // 1.2 前天的数据（用于对照昨天的数据）
+        TradeSummaryRespBO beforeYesterdayData = tradeStatisticsService.getTradeSummaryByDays(-2);
+        // 2.1 本月数据
+        TradeSummaryRespBO monthData = tradeStatisticsService.getTradeSummaryByMonths(0);
+        // 2.2 上月数据（用于对照本月的数据）
+        TradeSummaryRespBO lastMonthData = tradeStatisticsService.getTradeSummaryByMonths(-1);
+        // 拼接数据
+        return success(TradeStatisticsConvert.INSTANCE.convert(yesterdayData, beforeYesterdayData, monthData, lastMonthData));
     }
 
     // TODO @疯狂：【晚点再改和讨论；等首页的接口出来】这个要不还是叫 analyse，对比选中的时间段，和上一个时间段；类似 MemberStatisticsController 的 getMemberAnalyse
     @GetMapping("/trend/summary")
     @Operation(summary = "获得交易状况统计")
     @PreAuthorize("@ss.hasPermission('statistics:trade:query')")
-    public CommonResult<TradeStatisticsComparisonRespVO<TradeTrendSummaryRespVO>> getTradeTrendSummaryComparison(
+    public CommonResult<DataComparisonRespVO<TradeTrendSummaryRespVO>> getTradeTrendSummaryComparison(
             TradeTrendReqVO reqVO) {
         return success(tradeStatisticsService.getTradeTrendSummaryComparison(ArrayUtil.get(reqVO.getTimes(), 0),
                 ArrayUtil.get(reqVO.getTimes(), 1)));
     }
 
-    // TODO 芋艿：已经 review
-    // TODO @疯狂：这个要不直接叫 list；它即使就是把每条统计拿出来
-    @GetMapping("/trend/list")
+    @GetMapping("/list")
     @Operation(summary = "获得交易状况明细")
     @PreAuthorize("@ss.hasPermission('statistics:trade:query')")
-    public CommonResult<List<TradeTrendSummaryRespVO>> getTradeStatisticsList(
-            TradeTrendReqVO reqVO) {
-        return success(tradeStatisticsService.getTradeStatisticsList(ArrayUtil.get(reqVO.getTimes(), 0),
-                ArrayUtil.get(reqVO.getTimes(), 1)));
+    public CommonResult<List<TradeTrendSummaryRespVO>> getTradeStatisticsList(TradeTrendReqVO reqVO) {
+        List<TradeStatisticsDO> list = tradeStatisticsService.getTradeStatisticsList(ArrayUtil.get(reqVO.getTimes(), 0),
+                ArrayUtil.get(reqVO.getTimes(), 1));
+        return success(TradeStatisticsConvert.INSTANCE.convertList(list));
     }
 
-    // TODO @疯狂：这个要不直接叫 export；它即使就是把每条统计导出
-    @GetMapping("/trend/export-excel")
+    @GetMapping("/export-excel")
     @Operation(summary = "导出获得交易状况明细 Excel")
     @PreAuthorize("@ss.hasPermission('statistics:trade:export')")
     public void exportTradeStatisticsExcel(TradeTrendReqVO reqVO, HttpServletResponse response) throws IOException {
-        List<TradeTrendSummaryRespVO> list = tradeStatisticsService.getTradeStatisticsList(ArrayUtil.get(reqVO.getTimes(), 0),
+        List<TradeStatisticsDO> list = tradeStatisticsService.getTradeStatisticsList(ArrayUtil.get(reqVO.getTimes(), 0),
                 ArrayUtil.get(reqVO.getTimes(), 1));
         // 导出 Excel
-        List<TradeTrendSummaryExcelVO> data = TradeStatisticsConvert.INSTANCE.convertList02(list);
+        List<TradeTrendSummaryRespVO> voList = TradeStatisticsConvert.INSTANCE.convertList(list);
+        List<TradeTrendSummaryExcelVO> data = TradeStatisticsConvert.INSTANCE.convertList02(voList);
         ExcelUtils.write(response, "交易状况.xls", "数据", TradeTrendSummaryExcelVO.class, data);
     }
 
@@ -98,14 +107,14 @@ public class TradeStatisticsController {
     @GetMapping("/order-comparison")
     @Operation(summary = "获得交易订单数量")
     @PreAuthorize("@ss.hasPermission('statistics:trade:query')")
-    public CommonResult<TradeStatisticsComparisonRespVO<TradeOrderSummaryRespVO>> getOrderComparison() {
+    public CommonResult<DataComparisonRespVO<TradeOrderSummaryRespVO>> getOrderComparison() {
         return success(tradeOrderStatisticsService.getOrderComparison());
     }
 
     @GetMapping("/order-count-trend")
     @Operation(summary = "获得订单量趋势统计")
     @PreAuthorize("@ss.hasPermission('statistics:trade:query')")
-    public CommonResult<List<TradeStatisticsComparisonRespVO<TradeOrderTrendRespVO>>> getOrderCountTrendComparison(@Valid TradeOrderTrendReqVO reqVO) {
+    public CommonResult<List<DataComparisonRespVO<TradeOrderTrendRespVO>>> getOrderCountTrendComparison(@Valid TradeOrderTrendReqVO reqVO) {
         return success(tradeOrderStatisticsService.getOrderCountTrendComparison(reqVO));
     }
 
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/trade/vo/TradeTrendSummaryExcelVO.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/trade/vo/TradeTrendSummaryExcelVO.java
index 3253df07d..654d75893 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/trade/vo/TradeTrendSummaryExcelVO.java
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/trade/vo/TradeTrendSummaryExcelVO.java
@@ -22,7 +22,7 @@ public class TradeTrendSummaryExcelVO {
     private LocalDate date;
 
     @ExcelProperty(value = "营业额", converter = MoneyConvert.class)
-    private Integer turnover;
+    private Integer turnoverPrice;
 
     @ExcelProperty(value = "商品支付金额", converter = MoneyConvert.class)
     private Integer orderPayPrice;
@@ -34,7 +34,7 @@ public class TradeTrendSummaryExcelVO {
     private Integer expensePrice;
 
     @ExcelProperty(value = "余额支付金额", converter = MoneyConvert.class)
-    private Integer balancePrice;
+    private Integer orderWalletPayPrice;
 
     @ExcelProperty(value = "支付佣金金额", converter = MoneyConvert.class)
     private Integer brokerageSettlementPrice;
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/trade/vo/TradeTrendSummaryRespVO.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/trade/vo/TradeTrendSummaryRespVO.java
index 79f5583e6..2525a9993 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/trade/vo/TradeTrendSummaryRespVO.java
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/trade/vo/TradeTrendSummaryRespVO.java
@@ -16,13 +16,15 @@ public class TradeTrendSummaryRespVO {
     @JsonFormat(pattern = FORMAT_YEAR_MONTH_DAY)
     private LocalDate date;
 
-    // TODO @疯狂，要不加个 turnoverPrice？
     @Schema(description = "营业额", requiredMode = Schema.RequiredMode.REQUIRED, example = "1024")
-    private Integer turnover; // 营业额 = 商品支付金额 + 充值金额
+    private Integer turnoverPrice; // 营业额 = 商品支付金额 + 充值金额
 
     @Schema(description = "订单支付金额", requiredMode = Schema.RequiredMode.REQUIRED, example = "1024")
     private Integer orderPayPrice;
 
+    @Schema(description = "余额支付金额", requiredMode = Schema.RequiredMode.REQUIRED, example = "1024")
+    private Integer orderWalletPayPrice;
+
     @Schema(description = "订单退款金额", requiredMode = Schema.RequiredMode.REQUIRED, example = "1024")
     private Integer orderRefundPrice;
 
@@ -35,7 +37,4 @@ public class TradeTrendSummaryRespVO {
     @Schema(description = "支出金额", requiredMode = Schema.RequiredMode.REQUIRED, example = "1024")
     private Integer expensePrice; // 余额支付金额 + 支付佣金金额 + 商品退款金额
 
-    @Schema(description = "余额支付金额", requiredMode = Schema.RequiredMode.REQUIRED, example = "1024")
-    private Integer balancePrice; // TODO @疯狂：这个字段要不改成：walletPayPrice
-
 }
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/convert/member/MemberStatisticsConvert.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/convert/member/MemberStatisticsConvert.java
index 974edbecd..794a66717 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/convert/member/MemberStatisticsConvert.java
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/convert/member/MemberStatisticsConvert.java
@@ -32,8 +32,8 @@ public interface MemberStatisticsConvert {
             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))
+                    .setOrderCreateUserCount(ObjUtil.defaultIfNull(orderVo.getOrderCreateUserCount(), 0))
+                    .setOrderPayUserCount(ObjUtil.defaultIfNull(orderVo.getOrderPayUserCount(), 0))
                     .setOrderPayPrice(ObjUtil.defaultIfNull(orderVo.getOrderPayPrice(), 0));
         });
     }
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/convert/trade/TradeStatisticsConvert.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/convert/trade/TradeStatisticsConvert.java
index a2bce34d9..9fe68f96c 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/convert/trade/TradeStatisticsConvert.java
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/convert/trade/TradeStatisticsConvert.java
@@ -1,14 +1,14 @@
 package cn.iocoder.yudao.module.statistics.convert.trade;
 
-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.common.vo.DataComparisonRespVO;
 import cn.iocoder.yudao.module.statistics.controller.admin.trade.vo.TradeSummaryRespVO;
 import cn.iocoder.yudao.module.statistics.controller.admin.trade.vo.TradeTrendSummaryExcelVO;
 import cn.iocoder.yudao.module.statistics.controller.admin.trade.vo.TradeTrendSummaryRespVO;
 import cn.iocoder.yudao.module.statistics.dal.dataobject.trade.TradeStatisticsDO;
+import cn.iocoder.yudao.module.statistics.service.trade.bo.AfterSaleSummaryRespBO;
 import cn.iocoder.yudao.module.statistics.service.trade.bo.TradeOrderSummaryRespBO;
 import cn.iocoder.yudao.module.statistics.service.trade.bo.TradeSummaryRespBO;
-import cn.iocoder.yudao.module.statistics.service.trade.bo.AfterSaleSummaryRespBO;
+import cn.iocoder.yudao.module.statistics.service.trade.bo.WalletSummaryRespBO;
 import org.mapstruct.Mapper;
 import org.mapstruct.factory.Mappers;
 
@@ -25,10 +25,10 @@ public interface TradeStatisticsConvert {
 
     TradeStatisticsConvert INSTANCE = Mappers.getMapper(TradeStatisticsConvert.class);
 
-    default TradeStatisticsComparisonRespVO<TradeSummaryRespVO> convert(TradeSummaryRespBO yesterdayData,
-                                                                        TradeSummaryRespBO beforeYesterdayData,
-                                                                        TradeSummaryRespBO monthData,
-                                                                        TradeSummaryRespBO lastMonthData) {
+    default DataComparisonRespVO<TradeSummaryRespVO> convert(TradeSummaryRespBO yesterdayData,
+                                                             TradeSummaryRespBO beforeYesterdayData,
+                                                             TradeSummaryRespBO monthData,
+                                                             TradeSummaryRespBO lastMonthData) {
         return convert(convert(yesterdayData, monthData), convert(beforeYesterdayData, lastMonthData));
     }
 
@@ -39,10 +39,10 @@ public interface TradeStatisticsConvert {
                 .setMonthOrderCount(monthData.getCount()).setMonthPayPrice(monthData.getSummary());
     }
 
-    TradeStatisticsComparisonRespVO<TradeSummaryRespVO> convert(TradeSummaryRespVO value, TradeSummaryRespVO reference);
+    DataComparisonRespVO<TradeSummaryRespVO> convert(TradeSummaryRespVO value, TradeSummaryRespVO reference);
 
-    TradeStatisticsComparisonRespVO<TradeTrendSummaryRespVO> convert(TradeTrendSummaryRespVO value,
-                                                                     TradeTrendSummaryRespVO reference);
+    DataComparisonRespVO<TradeTrendSummaryRespVO> convert(TradeTrendSummaryRespVO value,
+                                                          TradeTrendSummaryRespVO reference);
 
     List<TradeTrendSummaryExcelVO> convertList02(List<TradeTrendSummaryRespVO> list);
 
@@ -50,4 +50,20 @@ public interface TradeStatisticsConvert {
                               AfterSaleSummaryRespBO afterSaleSummary, Integer brokerageSettlementPrice,
                               WalletSummaryRespBO walletSummary);
 
+    List<TradeTrendSummaryRespVO> convertList(List<TradeStatisticsDO> list);
+
+    default TradeTrendSummaryRespVO convert(TradeStatisticsDO tradeStatistics) {
+        return new TradeTrendSummaryRespVO()
+                .setDate(tradeStatistics.getTime().toLocalDate())
+                // 营业额 = 商品支付金额 + 充值金额
+                .setTurnoverPrice(tradeStatistics.getOrderPayPrice() + tradeStatistics.getRechargePayPrice())
+                .setOrderPayPrice(tradeStatistics.getOrderPayPrice())
+                .setRechargePrice(tradeStatistics.getRechargePayPrice())
+                // 支出金额 = 余额支付金额 + 支付佣金金额 + 商品退款金额
+                .setExpensePrice(tradeStatistics.getOrderWalletPayPrice() + tradeStatistics.getBrokerageSettlementPrice() + tradeStatistics.getAfterSaleRefundPrice())
+                .setOrderWalletPayPrice(tradeStatistics.getOrderWalletPayPrice())
+                .setBrokerageSettlementPrice(tradeStatistics.getBrokerageSettlementPrice())
+                .setOrderRefundPrice(tradeStatistics.getAfterSaleRefundPrice());
+    }
+
 }
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/dal/dataobject/trade/TradeStatisticsDO.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/dal/dataobject/trade/TradeStatisticsDO.java
index f007aa21b..0cc3ba3f2 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/dal/dataobject/trade/TradeStatisticsDO.java
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/dal/dataobject/trade/TradeStatisticsDO.java
@@ -48,11 +48,6 @@ public class TradeStatisticsDO extends TenantBaseDO {
      * 总支付金额，单位：分
      */
     private Integer orderPayPrice;
-    // TODO @疯狂：这个字段改成 walletPayPrice，然后挪到 rechargePayCount 前面；
-    /**
-     * 总支付金额（余额），单位：分
-     */
-    private Integer orderWalletPayPrice;
 
     /**
      * 退款订单数
@@ -68,6 +63,10 @@ public class TradeStatisticsDO extends TenantBaseDO {
      */
     private Integer brokerageSettlementPrice;
 
+    /**
+     * 总支付金额（余额），单位：分
+     */
+    private Integer orderWalletPayPrice;
     /**
      * 充值订单数
      * <p>
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/dal/mysql/infra/ApiAccessLogStatisticsMapper.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/dal/mysql/infra/ApiAccessLogStatisticsMapper.java
index 020bbf37a..5f76b58fd 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/dal/mysql/infra/ApiAccessLogStatisticsMapper.java
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/dal/mysql/infra/ApiAccessLogStatisticsMapper.java
@@ -16,12 +16,12 @@ import java.time.LocalDateTime;
 @SuppressWarnings("rawtypes")
 public interface ApiAccessLogStatisticsMapper extends BaseMapperX {
 
-    Integer selectIpCountByCreateTimeBetween(@Param("userType") Integer userType,
-                                             @Param("beginTime") LocalDateTime beginTime,
-                                             @Param("endTime") LocalDateTime endTime);
+    Integer selectIpCountByUserTypeAndCreateTimeBetween(@Param("userType") Integer userType,
+                                                        @Param("beginTime") LocalDateTime beginTime,
+                                                        @Param("endTime") LocalDateTime endTime);
 
-    Integer selectUserCountByCreateTimeBetween(@Param("userType") Integer userType,
-                                               @Param("beginTime") LocalDateTime beginTime,
-                                               @Param("endTime") LocalDateTime endTime);
+    Integer selectUserCountByUserTypeAndCreateTimeBetween(@Param("userType") Integer userType,
+                                                          @Param("beginTime") LocalDateTime beginTime,
+                                                          @Param("endTime") LocalDateTime endTime);
 
 }
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/dal/mysql/member/MemberStatisticsMapper.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/dal/mysql/member/MemberStatisticsMapper.java
index c158e9c03..0b3160c5c 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/dal/mysql/member/MemberStatisticsMapper.java
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/dal/mysql/member/MemberStatisticsMapper.java
@@ -1,9 +1,9 @@
 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.MemberRegisterCountRespVO;
 import cn.iocoder.yudao.module.statistics.controller.admin.member.vo.MemberSexStatisticsRespVO;
+import cn.iocoder.yudao.module.statistics.service.member.bo.MemberAreaStatisticsRespBO;
 import org.apache.ibatis.annotations.Mapper;
 import org.apache.ibatis.annotations.Param;
 
@@ -19,9 +19,7 @@ import java.util.List;
 @SuppressWarnings("rawtypes")
 public interface MemberStatisticsMapper extends BaseMapperX {
 
-    // TODO @芋艿：已经 review
-    // TODO @疯狂：要不还是搞下 bo？虽然可能冗余了点~~
-    List<MemberAreaStatisticsRespVO> selectSummaryListByAreaId();
+    List<MemberAreaStatisticsRespBO> selectSummaryListByAreaId();
 
     List<MemberSexStatisticsRespVO> selectSummaryListBySex();
 
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/dal/mysql/trade/TradeStatisticsMapper.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/dal/mysql/trade/TradeStatisticsMapper.java
index d07caa43e..67d2d5007 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/dal/mysql/trade/TradeStatisticsMapper.java
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/dal/mysql/trade/TradeStatisticsMapper.java
@@ -1,6 +1,7 @@
 package cn.iocoder.yudao.module.statistics.dal.mysql.trade;
 
 import cn.iocoder.yudao.framework.mybatis.core.mapper.BaseMapperX;
+import cn.iocoder.yudao.framework.mybatis.core.query.LambdaQueryWrapperX;
 import cn.iocoder.yudao.module.statistics.controller.admin.trade.vo.TradeTrendSummaryRespVO;
 import cn.iocoder.yudao.module.statistics.dal.dataobject.trade.TradeStatisticsDO;
 import cn.iocoder.yudao.module.statistics.service.trade.bo.TradeSummaryRespBO;
@@ -21,14 +22,20 @@ public interface TradeStatisticsMapper extends BaseMapperX<TradeStatisticsDO> {
     TradeSummaryRespBO selectOrderCreateCountSumAndOrderPayPriceSumByTimeBetween(@Param("beginTime") LocalDateTime beginTime,
                                                                                  @Param("endTime") LocalDateTime endTime);
 
-    TradeTrendSummaryRespVO selectByTimeBetween(@Param("beginTime") LocalDateTime beginTime,
-                                                @Param("endTime") LocalDateTime endTime);
+    TradeTrendSummaryRespVO selectVoByTimeBetween(@Param("beginTime") LocalDateTime beginTime,
+                                                  @Param("endTime") LocalDateTime endTime);
 
-    // TODO @芋艿：已经 review
-    List<TradeTrendSummaryRespVO> selectListByTimeBetween(@Param("beginTime") LocalDateTime beginTime,
-                                                          @Param("endTime") LocalDateTime endTime);
+    default List<TradeStatisticsDO> selectListByTimeBetween(LocalDateTime beginTime, LocalDateTime endTime) {
+        return selectList(new LambdaQueryWrapperX<TradeStatisticsDO>()
+                .between(TradeStatisticsDO::getTime, beginTime, endTime));
+    }
 
     Integer selectExpensePriceByTimeBetween(@Param("beginTime") LocalDateTime beginTime,
                                             @Param("endTime") LocalDateTime endTime);
 
+    default TradeStatisticsDO selectByTimeBetween(LocalDateTime beginTime, LocalDateTime endTime) {
+        return selectOne(new LambdaQueryWrapperX<TradeStatisticsDO>()
+                .between(TradeStatisticsDO::getTime, beginTime, endTime));
+    }
+
 }
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/job/trade/TradeStatisticsJob.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/job/trade/TradeStatisticsJob.java
index b97ba2338..2cefe22b5 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/job/trade/TradeStatisticsJob.java
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/job/trade/TradeStatisticsJob.java
@@ -1,5 +1,7 @@
 package cn.iocoder.yudao.module.statistics.job.trade;
 
+import cn.hutool.core.convert.Convert;
+import cn.hutool.core.util.NumberUtil;
 import cn.hutool.core.util.StrUtil;
 import cn.iocoder.yudao.framework.quartz.core.handler.JobHandler;
 import cn.iocoder.yudao.framework.tenant.core.job.TenantJob;
@@ -19,11 +21,24 @@ public class TradeStatisticsJob implements JobHandler {
     @Resource
     private TradeStatisticsService tradeStatisticsService;
 
+    /**
+     * 执行交易统计任务
+     *
+     * @param param 要统计的天数，只能是正整数，1 代表昨日数据
+     * @return 统计结果
+     */
     @Override
     @TenantJob
     public String execute(String param) {
-        String times = tradeStatisticsService.statisticsYesterdayTrade();
-        return StrUtil.format("交易统计耗时: {}", times);
+        if (NumberUtil.isInteger(param)) {
+            throw new RuntimeException("交易统计任务的参数只能为是正整数");
+        }
+        Integer days = Convert.toInt(param, 0);
+        if (days < 1) {
+            throw new RuntimeException("交易统计任务的参数只能为是正整数");
+        }
+        String result = tradeStatisticsService.statisticsTrade(days);
+        return StrUtil.format("交易统计:\n{}", result);
     }
 
 }
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/infra/ApiAccessLogStatisticsService.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/infra/ApiAccessLogStatisticsService.java
index 629db5d7f..6c200fdef 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/infra/ApiAccessLogStatisticsService.java
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/infra/ApiAccessLogStatisticsService.java
@@ -9,8 +9,6 @@ import java.time.LocalDateTime;
  */
 public interface ApiAccessLogStatisticsService {
 
-    // TODO @疯狂：需要传递 userType；因为访问日志，可能涉及多种用户类型；
-    // TODO @疯狂：方法名，要不改成 getUserCount；原因：让它更业务无关
     /**
      * 获取活跃用户数量
      *
@@ -19,10 +17,8 @@ public interface ApiAccessLogStatisticsService {
      * @param endTime   截止时间
      * @return 活跃用户数量
      */
-    Integer getActiveUserCount(Integer userType, LocalDateTime beginTime, LocalDateTime endTime);
+    Integer getUserCount(Integer userType, LocalDateTime beginTime, LocalDateTime endTime);
 
-    // TODO @疯狂：需要传递 userType；因为访问日志，可能涉及多种用户类型；
-    // TODO @疯狂：方法名，要不改成 getIpCount；原因：让它更业务无关
     /**
      * 获取访问用户数量
      *
@@ -31,6 +27,6 @@ public interface ApiAccessLogStatisticsService {
      * @param endTime   截止时间
      * @return 访问用户数量
      */
-    Integer getVisitorUserCount(Integer userType, LocalDateTime beginTime, LocalDateTime endTime);
+    Integer getIpCount(Integer userType, LocalDateTime beginTime, LocalDateTime endTime);
 
 }
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/infra/ApiAccessLogStatisticsServiceImpl.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/infra/ApiAccessLogStatisticsServiceImpl.java
index aed124f62..7ad62d00a 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/infra/ApiAccessLogStatisticsServiceImpl.java
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/infra/ApiAccessLogStatisticsServiceImpl.java
@@ -20,13 +20,13 @@ public class ApiAccessLogStatisticsServiceImpl implements ApiAccessLogStatistics
     private ApiAccessLogStatisticsMapper apiAccessLogStatisticsMapper;
 
     @Override
-    public Integer getActiveUserCount(Integer userType, LocalDateTime beginTime, LocalDateTime endTime) {
-        return apiAccessLogStatisticsMapper.selectUserCountByCreateTimeBetween(userType, beginTime, endTime);
+    public Integer getUserCount(Integer userType, LocalDateTime beginTime, LocalDateTime endTime) {
+        return apiAccessLogStatisticsMapper.selectUserCountByUserTypeAndCreateTimeBetween(userType, beginTime, endTime);
     }
 
     @Override
-    public Integer getVisitorUserCount(Integer userType, LocalDateTime beginTime, LocalDateTime endTime) {
-        return apiAccessLogStatisticsMapper.selectIpCountByCreateTimeBetween(userType, beginTime, endTime);
+    public Integer getIpCount(Integer userType, LocalDateTime beginTime, LocalDateTime endTime) {
+        return apiAccessLogStatisticsMapper.selectIpCountByUserTypeAndCreateTimeBetween(userType, beginTime, endTime);
     }
 
 }
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/member/MemberStatisticsService.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/member/MemberStatisticsService.java
index d5496e975..da9a61ac1 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/member/MemberStatisticsService.java
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/member/MemberStatisticsService.java
@@ -1,7 +1,7 @@
 package cn.iocoder.yudao.module.statistics.service.member;
 
+import cn.iocoder.yudao.module.statistics.controller.admin.common.vo.DataComparisonRespVO;
 import cn.iocoder.yudao.module.statistics.controller.admin.member.vo.*;
-import cn.iocoder.yudao.module.statistics.controller.admin.trade.vo.TradeStatisticsComparisonRespVO;
 
 import java.time.LocalDateTime;
 import java.util.List;
@@ -59,6 +59,6 @@ public interface MemberStatisticsService {
      *
      * @return 用户数量量统计对照
      */
-    TradeStatisticsComparisonRespVO<MemberCountRespVO> getUserCountComparison();
+    DataComparisonRespVO<MemberCountRespVO> getUserCountComparison();
 
 }
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/member/MemberStatisticsServiceImpl.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/member/MemberStatisticsServiceImpl.java
index 628bbccdc..d9789fcb4 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/member/MemberStatisticsServiceImpl.java
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/member/MemberStatisticsServiceImpl.java
@@ -5,11 +5,12 @@ import cn.hutool.core.util.NumberUtil;
 import cn.iocoder.yudao.framework.common.enums.UserTypeEnum;
 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.common.vo.DataComparisonRespVO;
 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.member.bo.MemberAreaStatisticsRespBO;
 import cn.iocoder.yudao.module.statistics.service.pay.PayWalletStatisticsService;
 import cn.iocoder.yudao.module.statistics.service.pay.bo.RechargeSummaryRespBO;
 import cn.iocoder.yudao.module.statistics.service.trade.TradeOrderStatisticsService;
@@ -63,14 +64,14 @@ public class MemberStatisticsServiceImpl implements MemberStatisticsService {
         // TODO @疯狂：可能得把每个省的用户，都查询出来，然后去 order 那边 in；因为要按照这些人为基础来计算；；用户规模量大可能不太好，但是暂时就先这样搞吧 = =
         Map<Integer, Integer> userCountMap = convertMap(memberStatisticsMapper.selectSummaryListByAreaId(),
                 vo -> AreaUtils.getParentIdByType(vo.getAreaId(), AreaTypeEnum.PROVINCE),
-                MemberAreaStatisticsRespVO::getUserCount, Integer::sum);
+                MemberAreaStatisticsRespBO::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())
+                        .setOrderCreateUserCount(a.getOrderCreateUserCount() + b.getOrderCreateUserCount())
+                        .setOrderPayUserCount(a.getOrderPayUserCount() + b.getOrderPayUserCount())
                         .setOrderPayPrice(a.getOrderPayPrice() + b.getOrderPayPrice()));
         // 拼接数据
         return MemberStatisticsConvert.INSTANCE.convertList(AreaUtils.getByType(AreaTypeEnum.PROVINCE, area -> area), userCountMap, orderMap);
@@ -96,19 +97,19 @@ public class MemberStatisticsServiceImpl implements MemberStatisticsService {
             atv = NumberUtil.div(payPrice, payUserCount).intValue();
         }
         return new MemberAnalyseRespVO()
-                .setVisitorCount(apiAccessLogStatisticsService.getVisitorUserCount(UserTypeEnum.MEMBER.getValue(), beginTime, endTime))
+                .setVisitUserCount(apiAccessLogStatisticsService.getIpCount(UserTypeEnum.MEMBER.getValue(), beginTime, endTime))
                 .setOrderUserCount(tradeOrderStatisticsService.getOrderUserCount(beginTime, endTime))
                 .setPayUserCount(payUserCount)
                 .setAtv(atv)
-                .setComparison(new TradeStatisticsComparisonRespVO<>(vo, reference));
+                .setComparison(new DataComparisonRespVO<>(vo, reference));
     }
 
     private MemberAnalyseComparisonRespVO getMemberAnalyseComparisonData(LocalDateTime beginTime, LocalDateTime endTime) {
         Integer rechargeUserCount = Optional.ofNullable(payWalletStatisticsService.getUserRechargeSummary(beginTime, endTime))
                 .map(RechargeSummaryRespBO::getRechargeUserCount).orElse(0);
         return new MemberAnalyseComparisonRespVO()
-                .setUserCount(memberStatisticsMapper.selectUserCount(beginTime, endTime))
-                .setActiveUserCount(apiAccessLogStatisticsService.getActiveUserCount(UserTypeEnum.MEMBER.getValue(), beginTime, endTime))
+                .setRegisterUserCount(memberStatisticsMapper.selectUserCount(beginTime, endTime))
+                .setVisitUserCount(apiAccessLogStatisticsService.getUserCount(UserTypeEnum.MEMBER.getValue(), beginTime, endTime))
                 .setRechargeUserCount(rechargeUserCount);
     }
 
@@ -124,14 +125,14 @@ public class MemberStatisticsServiceImpl implements MemberStatisticsService {
     }
 
     @Override
-    public TradeStatisticsComparisonRespVO<MemberCountRespVO> getUserCountComparison() {
+    public DataComparisonRespVO<MemberCountRespVO> getUserCountComparison() {
         // 今日时间范围
         LocalDateTime beginOfToday = LocalDateTimeUtil.beginOfDay(LocalDateTime.now());
         LocalDateTime endOfToday = LocalDateTimeUtil.endOfDay(beginOfToday);
         // 昨日时间范围
         LocalDateTime beginOfYesterday = LocalDateTimeUtil.beginOfDay(beginOfToday.minusDays(1));
         LocalDateTime endOfYesterday = LocalDateTimeUtil.endOfDay(beginOfYesterday);
-        return new TradeStatisticsComparisonRespVO<MemberCountRespVO>()
+        return new DataComparisonRespVO<MemberCountRespVO>()
                 .setValue(getUserCount(beginOfToday, endOfToday))
                 .setReference(getUserCount(beginOfYesterday, endOfYesterday));
     }
@@ -139,7 +140,7 @@ public class MemberStatisticsServiceImpl implements MemberStatisticsService {
     private MemberCountRespVO getUserCount(LocalDateTime beginTime, LocalDateTime endTime) {
         return new MemberCountRespVO()
                 .setCreateUserCount(memberStatisticsMapper.selectUserCount(beginTime, endTime))
-                .setVisitUserCount(apiAccessLogStatisticsService.getVisitorUserCount(UserTypeEnum.MEMBER.getValue(), beginTime, endTime));
+                .setVisitUserCount(apiAccessLogStatisticsService.getIpCount(UserTypeEnum.MEMBER.getValue(), beginTime, endTime));
     }
 
 }
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/member/bo/MemberAreaStatisticsRespBO.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/member/bo/MemberAreaStatisticsRespBO.java
new file mode 100644
index 000000000..6b2d9ceab
--- /dev/null
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/member/bo/MemberAreaStatisticsRespBO.java
@@ -0,0 +1,38 @@
+package cn.iocoder.yudao.module.statistics.service.member.bo;
+
+import io.swagger.v3.oas.annotations.media.Schema;
+import lombok.Data;
+
+@Schema(description = "管理后台 - 会员地区统计 Response BO")
+@Data
+public class MemberAreaStatisticsRespBO {
+
+    /**
+     * 省份编号
+     */
+    private Integer areaId;
+    /**
+     * 省份名称
+     */
+    private String areaName;
+
+    /**
+     * 会员数量
+     */
+    private Integer userCount;
+
+    /**
+     * 下单的会员数量
+     */
+    private Integer orderCreateUserCount;
+    /**
+     * 支付订单的会员数量
+     */
+    private Integer orderPayUserCount;
+
+    /**
+     * 订单支付金额，单位：分
+     */
+    private Integer orderPayPrice;
+
+}
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/pay/bo/RechargeSummaryRespBO.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/pay/bo/RechargeSummaryRespBO.java
index 389ac2e4c..b99c05d44 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/pay/bo/RechargeSummaryRespBO.java
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/pay/bo/RechargeSummaryRespBO.java
@@ -3,15 +3,21 @@ package cn.iocoder.yudao.module.statistics.service.pay.bo;
 import io.swagger.v3.oas.annotations.media.Schema;
 import lombok.Data;
 
-// TODO @疯狂：BO 不用写 swagger 注解哈，写注释就好啦；
-@Schema(description = "管理后台 - 充值统计 Response VO")
+/**
+ * 充值统计 Response BO
+ */
+@Schema(description = "管理后台 - ")
 @Data
 public class RechargeSummaryRespBO {
 
-    @Schema(description = "充值会员数量", requiredMode = Schema.RequiredMode.REQUIRED, example = "221")
+    /**
+     * 充值会员数量
+     */
     private Integer rechargeUserCount;
 
-    @Schema(description = "充值金额", requiredMode = Schema.RequiredMode.REQUIRED, example = "1024")
+    /**
+     * 充值金额
+     */
     private Integer rechargePrice;
 
 }
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/trade/TradeOrderStatisticsService.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/trade/TradeOrderStatisticsService.java
index b40364096..dc92b2660 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/trade/TradeOrderStatisticsService.java
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/trade/TradeOrderStatisticsService.java
@@ -1,5 +1,6 @@
 package cn.iocoder.yudao.module.statistics.service.trade;
 
+import cn.iocoder.yudao.module.statistics.controller.admin.common.vo.DataComparisonRespVO;
 import cn.iocoder.yudao.module.statistics.controller.admin.member.vo.MemberAreaStatisticsRespVO;
 import cn.iocoder.yudao.module.statistics.controller.admin.trade.vo.*;
 import cn.iocoder.yudao.module.statistics.service.trade.bo.TradeOrderSummaryRespBO;
@@ -73,7 +74,7 @@ public interface TradeOrderStatisticsService {
      *
      * @return 销售额对照
      */
-    TradeStatisticsComparisonRespVO<TradeOrderSummaryRespVO> getOrderComparison();
+    DataComparisonRespVO<TradeOrderSummaryRespVO> getOrderComparison();
 
     /**
      * 获得订单量趋势统计
@@ -81,6 +82,6 @@ public interface TradeOrderStatisticsService {
      * @param reqVO 统计参数
      * @return 订单量趋势统计
      */
-    List<TradeStatisticsComparisonRespVO<TradeOrderTrendRespVO>> getOrderCountTrendComparison(TradeOrderTrendReqVO reqVO);
+    List<DataComparisonRespVO<TradeOrderTrendRespVO>> getOrderCountTrendComparison(TradeOrderTrendReqVO reqVO);
 
 }
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/trade/TradeOrderStatisticsServiceImpl.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/trade/TradeOrderStatisticsServiceImpl.java
index 5daa727c8..2758979f5 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/trade/TradeOrderStatisticsServiceImpl.java
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/trade/TradeOrderStatisticsServiceImpl.java
@@ -4,6 +4,7 @@ import cn.hutool.core.collection.CollUtil;
 import cn.hutool.core.date.LocalDateTimeUtil;
 import cn.hutool.core.util.ObjUtil;
 import cn.iocoder.yudao.module.pay.enums.order.PayOrderStatusEnum;
+import cn.iocoder.yudao.module.statistics.controller.admin.common.vo.DataComparisonRespVO;
 import cn.iocoder.yudao.module.statistics.controller.admin.member.vo.MemberAreaStatisticsRespVO;
 import cn.iocoder.yudao.module.statistics.controller.admin.trade.vo.*;
 import cn.iocoder.yudao.module.statistics.dal.mysql.trade.TradeOrderStatisticsMapper;
@@ -71,8 +72,8 @@ public class TradeOrderStatisticsServiceImpl implements TradeOrderStatisticsServ
     }
 
     @Override
-    public TradeStatisticsComparisonRespVO<TradeOrderSummaryRespVO> getOrderComparison() {
-        return new TradeStatisticsComparisonRespVO<TradeOrderSummaryRespVO>()
+    public DataComparisonRespVO<TradeOrderSummaryRespVO> getOrderComparison() {
+        return new DataComparisonRespVO<TradeOrderSummaryRespVO>()
                 .setValue(getPayPriceSummary(LocalDateTime.now()))
                 .setReference(getPayPriceSummary(LocalDateTime.now().minusDays(1)));
     }
@@ -85,7 +86,7 @@ public class TradeOrderStatisticsServiceImpl implements TradeOrderStatisticsServ
     }
 
     @Override
-    public List<TradeStatisticsComparisonRespVO<TradeOrderTrendRespVO>> getOrderCountTrendComparison(TradeOrderTrendReqVO reqVO) {
+    public List<DataComparisonRespVO<TradeOrderTrendRespVO>> getOrderCountTrendComparison(TradeOrderTrendReqVO reqVO) {
         // 查询当前数据
         List<TradeOrderTrendRespVO> value = getOrderCountTrend(reqVO.getType(), reqVO.getBeginTime(), reqVO.getEndTime());
         // 查询对照数据
@@ -94,7 +95,7 @@ public class TradeOrderStatisticsServiceImpl implements TradeOrderStatisticsServ
         List<TradeOrderTrendRespVO> reference = getOrderCountTrend(reqVO.getType(), referenceBeginTime, referenceEndTime);
 
         return IntStream.range(0, value.size())
-                .mapToObj(index -> new TradeStatisticsComparisonRespVO<TradeOrderTrendRespVO>()
+                .mapToObj(index -> new DataComparisonRespVO<TradeOrderTrendRespVO>()
                         .setValue(CollUtil.get(value, index))
                         .setReference(CollUtil.get(reference, index)))
                 .collect(Collectors.toList());
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/trade/TradeStatisticsService.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/trade/TradeStatisticsService.java
index 998b96386..949f95ba9 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/trade/TradeStatisticsService.java
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/trade/TradeStatisticsService.java
@@ -1,8 +1,9 @@
 package cn.iocoder.yudao.module.statistics.service.trade;
 
-import cn.iocoder.yudao.module.statistics.controller.admin.trade.vo.TradeStatisticsComparisonRespVO;
-import cn.iocoder.yudao.module.statistics.controller.admin.trade.vo.TradeSummaryRespVO;
+import cn.iocoder.yudao.module.statistics.controller.admin.common.vo.DataComparisonRespVO;
 import cn.iocoder.yudao.module.statistics.controller.admin.trade.vo.TradeTrendSummaryRespVO;
+import cn.iocoder.yudao.module.statistics.dal.dataobject.trade.TradeStatisticsDO;
+import cn.iocoder.yudao.module.statistics.service.trade.bo.TradeSummaryRespBO;
 
 import java.time.LocalDateTime;
 import java.util.List;
@@ -14,19 +15,12 @@ import java.util.List;
  */
 public interface TradeStatisticsService {
 
-    /**
-     * 获得交易统计
-     *
-     * @return 统计数据对照
-     */
-    TradeStatisticsComparisonRespVO<TradeSummaryRespVO> getTradeSummaryComparison();
-
     /**
      * 获得交易状况统计对照
      *
      * @return 统计数据对照
      */
-    TradeStatisticsComparisonRespVO<TradeTrendSummaryRespVO> getTradeTrendSummaryComparison(
+    DataComparisonRespVO<TradeTrendSummaryRespVO> getTradeTrendSummaryComparison(
             LocalDateTime beginTime, LocalDateTime endTime);
 
     /**
@@ -45,14 +39,30 @@ public interface TradeStatisticsService {
      * @param endTime   结束时间
      * @return 统计数据列表
      */
-    List<TradeTrendSummaryRespVO> getTradeStatisticsList(LocalDateTime beginTime, LocalDateTime endTime);
+    List<TradeStatisticsDO> getTradeStatisticsList(LocalDateTime beginTime, LocalDateTime endTime);
 
     // TODO 芋艿：已经 review；
     /**
-     * 统计昨日交易
+     * 统计指定天数的交易数据
      *
-     * @return 耗时
+     * @return 统计结果
      */
-    String statisticsYesterdayTrade();
+    String statisticsTrade(Integer days);
+
+    /**
+     * 统计指定日期的交易数据
+     *
+     * @param days 增加的天数
+     * @return 交易数据
+     */
+    TradeSummaryRespBO getTradeSummaryByDays(int days);
+
+    /**
+     * 统计指定月份的交易数据
+     *
+     * @param months 增加的月数
+     * @return 交易数据
+     */
+    TradeSummaryRespBO getTradeSummaryByMonths(int months);
 
 }
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/trade/TradeStatisticsServiceImpl.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/trade/TradeStatisticsServiceImpl.java
index 997284abf..43b3fa475 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/trade/TradeStatisticsServiceImpl.java
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/trade/TradeStatisticsServiceImpl.java
@@ -1,9 +1,9 @@
 package cn.iocoder.yudao.module.statistics.service.trade;
 
+import cn.hutool.core.date.DatePattern;
 import cn.hutool.core.date.LocalDateTimeUtil;
 import cn.iocoder.yudao.framework.common.util.date.LocalDateTimeUtils;
-import cn.iocoder.yudao.module.statistics.controller.admin.trade.vo.TradeStatisticsComparisonRespVO;
-import cn.iocoder.yudao.module.statistics.controller.admin.trade.vo.TradeSummaryRespVO;
+import cn.iocoder.yudao.module.statistics.controller.admin.common.vo.DataComparisonRespVO;
 import cn.iocoder.yudao.module.statistics.controller.admin.trade.vo.TradeTrendSummaryRespVO;
 import cn.iocoder.yudao.module.statistics.convert.trade.TradeStatisticsConvert;
 import cn.iocoder.yudao.module.statistics.dal.dataobject.trade.TradeStatisticsDO;
@@ -21,6 +21,8 @@ import javax.annotation.Resource;
 import java.time.Duration;
 import java.time.LocalDateTime;
 import java.util.List;
+import java.util.stream.Collectors;
+import java.util.stream.IntStream;
 
 /**
  * 交易统计 Service 实现类
@@ -44,51 +46,27 @@ public class TradeStatisticsServiceImpl implements TradeStatisticsService {
     private PayWalletStatisticsService payWalletStatisticsService;
 
     @Override
-    public TradeStatisticsComparisonRespVO<TradeSummaryRespVO> getTradeSummaryComparison() {
-        // 1.1 昨天的数据
-        TradeSummaryRespBO yesterdayData = getTradeSummaryByDays(-1);
-        // 1.2 前天的数据（用于对照昨天的数据）
-        TradeSummaryRespBO beforeYesterdayData = getTradeSummaryByDays(-2);
-        // 2.1 本月数据
-        TradeSummaryRespBO monthData = getTradeSummaryByMonths(0);
-        // 2.2 上月数据（用于对照本月的数据）
-        TradeSummaryRespBO lastMonthData = getTradeSummaryByMonths(-1);
-        // 转换返回
-        return TradeStatisticsConvert.INSTANCE.convert(yesterdayData, beforeYesterdayData, monthData, lastMonthData);
-    }
-
-    /**
-     * 统计指定日期的交易数据
-     *
-     * @param days 增加的天数
-     * @return 交易数据
-     */
-    private TradeSummaryRespBO getTradeSummaryByDays(int days) {
+    public TradeSummaryRespBO getTradeSummaryByDays(int days) {
         LocalDateTime date = LocalDateTime.now().plusDays(days);
         return tradeStatisticsMapper.selectOrderCreateCountSumAndOrderPayPriceSumByTimeBetween(
                 LocalDateTimeUtil.beginOfDay(date), LocalDateTimeUtil.endOfDay(date));
     }
 
-    /**
-     * 统计指定月份的交易数据
-     *
-     * @param months 增加的月数
-     * @return 交易数据
-     */
-    private TradeSummaryRespBO getTradeSummaryByMonths(int months) {
+    @Override
+    public TradeSummaryRespBO getTradeSummaryByMonths(int months) {
         LocalDateTime monthDate = LocalDateTime.now().plusMonths(months);
         return tradeStatisticsMapper.selectOrderCreateCountSumAndOrderPayPriceSumByTimeBetween(
                 LocalDateTimeUtils.beginOfMonth(monthDate), LocalDateTimeUtils.endOfMonth(monthDate));
     }
 
     @Override
-    public TradeStatisticsComparisonRespVO<TradeTrendSummaryRespVO> getTradeTrendSummaryComparison(LocalDateTime beginTime,
-                                                                                                   LocalDateTime endTime) {
+    public DataComparisonRespVO<TradeTrendSummaryRespVO> getTradeTrendSummaryComparison(LocalDateTime beginTime,
+                                                                                        LocalDateTime endTime) {
         // 统计数据
-        TradeTrendSummaryRespVO value = tradeStatisticsMapper.selectByTimeBetween(beginTime, endTime);
+        TradeTrendSummaryRespVO value = tradeStatisticsMapper.selectVoByTimeBetween(beginTime, endTime);
         // 对照数据
         LocalDateTime referenceBeginTime = beginTime.minus(Duration.between(beginTime, endTime));
-        TradeTrendSummaryRespVO reference = tradeStatisticsMapper.selectByTimeBetween(referenceBeginTime, beginTime);
+        TradeTrendSummaryRespVO reference = tradeStatisticsMapper.selectVoByTimeBetween(referenceBeginTime, beginTime);
         return TradeStatisticsConvert.INSTANCE.convert(value, reference);
     }
 
@@ -97,41 +75,60 @@ public class TradeStatisticsServiceImpl implements TradeStatisticsService {
         return tradeStatisticsMapper.selectExpensePriceByTimeBetween(beginTime, endTime);
     }
 
-    // TODO @疯狂：是不是直接返回 TradeStatisticsDO；上层在去聚合？
     @Override
-    public List<TradeTrendSummaryRespVO> getTradeStatisticsList(LocalDateTime beginTime, LocalDateTime endTime) {
+    public List<TradeStatisticsDO> getTradeStatisticsList(LocalDateTime beginTime, LocalDateTime endTime) {
         return tradeStatisticsMapper.selectListByTimeBetween(beginTime, endTime);
     }
 
     @Override
-    public String statisticsYesterdayTrade() {
-        // TODO @疯狂：如果已经统计，则跳过；
-        // TODO @疯狂：改成 statisticsTrade，然后传入 days，统计多少天；days 通过 job 传参；方便把历史给统计出来；或者大家有的时候要修复数据（会 fix 业务数据，然后清理统计表），重新统计的时候；
-        // 1. 从各个数据表，统计对应数据
-        LocalDateTime yesterday = LocalDateTime.now().minusDays(1);
-        LocalDateTime beginTime = LocalDateTimeUtil.beginOfDay(yesterday);
-        LocalDateTime endTime = LocalDateTimeUtil.endOfDay(yesterday);
-        // 1.1 统计订单
-        StopWatch stopWatch = new StopWatch("交易统计");
+    public String statisticsTrade(Integer days) {
+        LocalDateTime today = LocalDateTime.now();
+        return IntStream.rangeClosed(1, days)
+                .parallel()
+                .mapToObj(day -> statisticsTrade(today.minusDays(day)))
+                .sorted()
+                .collect(Collectors.joining("\n"));
+    }
+
+    /**
+     * 统计交易数据
+     *
+     * @param date 需要统计的日期
+     * @return 统计结果
+     */
+    private String statisticsTrade(LocalDateTime date) {
+        // 1. 处理统计时间范围
+        LocalDateTime beginTime = LocalDateTimeUtil.beginOfDay(date);
+        LocalDateTime endTime = LocalDateTimeUtil.endOfDay(date);
+        String dateStr = DatePattern.NORM_DATE_FORMAT.format(date);
+        // 2. 检查该日是否已经统计过
+        TradeStatisticsDO entity = tradeStatisticsMapper.selectByTimeBetween(beginTime, endTime);
+        if (entity != null) {
+            return dateStr + " 数据已存在，如果需要重新统计，请先删除对应的数据";
+        }
+
+        // 3. 从各个数据表，统计对应数据
+        StopWatch stopWatch = new StopWatch(dateStr);
+        // 3.1 统计订单
         stopWatch.start("统计订单");
         TradeOrderSummaryRespBO orderSummary = tradeOrderStatisticsService.getOrderSummary(beginTime, endTime);
         stopWatch.stop();
-        // 1.2 统计售后
+        // 3.2 统计售后
         stopWatch.start("统计售后");
         AfterSaleSummaryRespBO afterSaleSummary = afterSaleStatisticsService.getAfterSaleSummary(beginTime, endTime);
         stopWatch.stop();
-        // 1.3 统计佣金
+        // 3.3 统计佣金
         stopWatch.start("统计佣金");
         Integer brokerageSettlementPrice = brokerageStatisticsService.getBrokerageSettlementPriceSummary(beginTime, endTime);
         stopWatch.stop();
-        // 1.4 统计充值
+        // 3.4 统计充值
         stopWatch.start("统计充值");
         WalletSummaryRespBO walletSummary = payWalletStatisticsService.getWalletSummary(beginTime, endTime);
         stopWatch.stop();
 
-        // 2. 插入数据
-        TradeStatisticsDO entity = TradeStatisticsConvert.INSTANCE.convert(yesterday, orderSummary, afterSaleSummary,
-                brokerageSettlementPrice, walletSummary);
+        // 4. 插入数据
+        entity = TradeStatisticsConvert.INSTANCE.convert(date, orderSummary, afterSaleSummary, brokerageSettlementPrice,
+                walletSummary);
         tradeStatisticsMapper.insert(entity);
         return stopWatch.prettyPrint();
     }
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/resources/mapper/infra/ApiAccessLogStatisticsMapper.xml b/yudao-module-mall/yudao-module-statistics-biz/src/main/resources/mapper/infra/ApiAccessLogStatisticsMapper.xml
index ac418927e..e64161597 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/resources/mapper/infra/ApiAccessLogStatisticsMapper.xml
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/resources/mapper/infra/ApiAccessLogStatisticsMapper.xml
@@ -2,7 +2,7 @@
 <!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="selectIpCountByCreateTimeBetween" resultType="java.lang.Integer">
+    <select id="selectIpCountByUserTypeAndCreateTimeBetween" resultType="java.lang.Integer">
         SELECT COUNT(DISTINCT user_ip)
         FROM infra_api_access_log
         WHERE user_type = #{userType}
@@ -10,7 +10,7 @@
         AND deleted = FALSE
     </select>
 
-    <select id="selectUserCountByCreateTimeBetween" resultType="java.lang.Integer">
+    <select id="selectUserCountByUserTypeAndCreateTimeBetween" resultType="java.lang.Integer">
         SELECT COUNT(DISTINCT user_id)
         FROM infra_api_access_log
         WHERE user_id > 0
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/resources/mapper/member/MemberStatisticsMapper.xml b/yudao-module-mall/yudao-module-statistics-biz/src/main/resources/mapper/member/MemberStatisticsMapper.xml
index c00e2d70e..5c464d926 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/resources/mapper/member/MemberStatisticsMapper.xml
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/resources/mapper/member/MemberStatisticsMapper.xml
@@ -3,7 +3,7 @@
 <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">
+            resultType="cn.iocoder.yudao.module.statistics.service.member.bo.MemberAreaStatisticsRespBO">
         SELECT area_id, COUNT(1) AS userCount
         FROM member_user
         WHERE deleted = FALSE
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/resources/mapper/pay/PayWalletStatisticsMapper.xml b/yudao-module-mall/yudao-module-statistics-biz/src/main/resources/mapper/pay/PayWalletStatisticsMapper.xml
index b42c925e6..097780841 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/resources/mapper/pay/PayWalletStatisticsMapper.xml
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/resources/mapper/pay/PayWalletStatisticsMapper.xml
@@ -32,9 +32,8 @@
 
     <select id="selectRechargeSummaryGroupByWalletId"
             resultType="cn.iocoder.yudao.module.statistics.service.pay.bo.RechargeSummaryRespBO">
-        <!-- TODO @疯狂：是不是不用 group by，而是通过 DISTINCT wallet_id 更合适哈？ -->
-        SELECT COUNT(1)       AS rechargeUserCount,
-               SUM(pay_price) AS rechargePrice
+        SELECT COUNT(DISTINCT wallet_id) AS rechargeUserCount,
+               SUM(pay_price)            AS rechargePrice
         FROM pay_wallet_recharge
         WHERE pay_status = #{payStatus}
         <if test="beginTime != null">
@@ -44,7 +43,6 @@
             AND pay_time &lt;= #{endTime}
         </if>
             AND deleted = FALSE
-        GROUP BY wallet_id
     </select>
 
     <select id="selectRechargePriceSummary" resultType="java.lang.Integer">
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/resources/mapper/trade/TradeOrderStatisticsMapper.xml b/yudao-module-mall/yudao-module-statistics-biz/src/main/resources/mapper/trade/TradeOrderStatisticsMapper.xml
index 406af4112..22e468e3a 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/resources/mapper/trade/TradeOrderStatisticsMapper.xml
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/resources/mapper/trade/TradeOrderStatisticsMapper.xml
@@ -4,14 +4,14 @@
     <select id="selectSummaryListByAreaId"
             resultType="cn.iocoder.yudao.module.statistics.controller.admin.member.vo.MemberAreaStatisticsRespVO">
         SELECT receiver_area_id                                AS areaId,
-               (SELECT COUNT(1)
+               (SELECT COUNT(DISTINCT s.user_id)
                 FROM trade_order AS s
-                WHERE s.receiver_area_id = m.receiver_area_id) AS orderCreateCount,
-               (SELECT COUNT(1)
+                WHERE s.receiver_area_id = m.receiver_area_id) AS orderCreateUserCount,
+               (SELECT COUNT(DISTINCT s.user_id)
                 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,
+                  AND s.deleted = FALSE)                       AS orderPayUserCount,
                (SELECT SUM(s.pay_price)
                 FROM trade_order AS s
                 WHERE s.receiver_area_id = m.receiver_area_id
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/resources/mapper/trade/TradeStatisticsMapper.xml b/yudao-module-mall/yudao-module-statistics-biz/src/main/resources/mapper/trade/TradeStatisticsMapper.xml
index 1ef2e2f39..74cc11ac9 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/resources/mapper/trade/TradeStatisticsMapper.xml
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/resources/mapper/trade/TradeStatisticsMapper.xml
@@ -11,16 +11,16 @@
           AND deleted = FALSE
     </select>
 
-    <select id="selectByTimeBetween"
+    <select id="selectVoByTimeBetween"
             resultType="cn.iocoder.yudao.module.statistics.controller.admin.trade.vo.TradeTrendSummaryRespVO">
         SELECT
             -- 营业额 = 商品支付金额 + 充值金额
-            SUM(order_pay_price + recharge_pay_price)                                          AS turnover,
+            SUM(order_pay_price + recharge_pay_price)                                          AS turnoverPrice,
             SUM(order_pay_price)                                                               AS orderPayPrice,
             SUM(recharge_pay_price)                                                            AS rechargePrice,
             -- 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,
-            SUM(order_wallet_pay_price)                                                        AS balancePrice,
+            SUM(order_wallet_pay_price)                                                        AS orderWalletPayPrice,
             SUM(brokerage_settlement_price)                                                    AS brokerageSettlementPrice,
             SUM(after_sale_refund_price)                                                       AS orderRefundPrice
         FROM trade_statistics
@@ -28,25 +28,6 @@
           AND deleted = FALSE
     </select>
 
-    <select id="selectListByTimeBetween"
-            resultType="cn.iocoder.yudao.module.statistics.controller.admin.trade.vo.TradeTrendSummaryRespVO">
-        SELECT DATE_FORMAT(time, '%Y-%m-%d')                                                      AS date,
-               -- 营业额 = 商品支付金额 + 充值金额
-               SUM(order_pay_price + recharge_pay_price)                                          AS turnover,
-               SUM(order_pay_price)                                                               AS orderPayPrice,
-               SUM(recharge_pay_price)                                                            AS rechargePrice,
-               -- 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,
-               SUM(order_wallet_pay_price)                                                        AS balancePrice,
-               SUM(brokerage_settlement_price)                                                    AS brokerageSettlementPrice,
-               SUM(after_sale_refund_price)                                                       AS orderRefundPrice
-        FROM trade_statistics
-        WHERE time BETWEEN #{beginTime} AND #{endTime}
-          AND deleted = FALSE
-        <!-- TODO @疯狂：已经不用 group by，它就是每天统计一条； -->
-        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 4f731e99044f9c6f55b78316f263d35d7ac2deb7 Mon Sep 17 00:00:00 2001
From: owen <owen@evolsun.com>
Date: Mon, 16 Oct 2023 13:20:11 +0800
Subject: [PATCH 3/8] =?UTF-8?q?=E7=BB=9F=E8=AE=A1=EF=BC=9A=E5=A4=84?=
 =?UTF-8?q?=E7=90=86=E4=BC=9A=E5=91=98=E5=9C=B0=E5=8C=BA=E7=BB=9F=E8=AE=A1?=
 =?UTF-8?q?=EF=BC=8C=E5=AD=98=E5=9C=A8=E6=9C=AA=E7=9F=A5=E7=9C=81=E4=BB=BD?=
 =?UTF-8?q?=E7=9A=84=E6=83=85=E5=86=B5?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../service/member/MemberStatisticsServiceImpl.java         | 6 ++++--
 1 file changed, 4 insertions(+), 2 deletions(-)

diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/member/MemberStatisticsServiceImpl.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/member/MemberStatisticsServiceImpl.java
index d9789fcb4..015cba1f4 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/member/MemberStatisticsServiceImpl.java
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/member/MemberStatisticsServiceImpl.java
@@ -3,6 +3,7 @@ package cn.iocoder.yudao.module.statistics.service.member;
 import cn.hutool.core.date.LocalDateTimeUtil;
 import cn.hutool.core.util.NumberUtil;
 import cn.iocoder.yudao.framework.common.enums.UserTypeEnum;
+import cn.iocoder.yudao.framework.ip.core.Area;
 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.common.vo.DataComparisonRespVO;
@@ -60,7 +61,6 @@ public class MemberStatisticsServiceImpl implements MemberStatisticsService {
     @Override
     public List<MemberAreaStatisticsRespVO> getMemberAreaStatisticsList() {
         // 统计用户
-        // TODO @疯狂：要处理下，未知省份；就是没填写省份的情况；
         // TODO @疯狂：可能得把每个省的用户，都查询出来，然后去 order 那边 in；因为要按照这些人为基础来计算；；用户规模量大可能不太好，但是暂时就先这样搞吧 = =
         Map<Integer, Integer> userCountMap = convertMap(memberStatisticsMapper.selectSummaryListByAreaId(),
                 vo -> AreaUtils.getParentIdByType(vo.getAreaId(), AreaTypeEnum.PROVINCE),
@@ -74,7 +74,9 @@ public class MemberStatisticsServiceImpl implements MemberStatisticsService {
                         .setOrderPayUserCount(a.getOrderPayUserCount() + b.getOrderPayUserCount())
                         .setOrderPayPrice(a.getOrderPayPrice() + b.getOrderPayPrice()));
         // 拼接数据
-        return MemberStatisticsConvert.INSTANCE.convertList(AreaUtils.getByType(AreaTypeEnum.PROVINCE, area -> area), userCountMap, orderMap);
+        List<Area> areaList = AreaUtils.getByType(AreaTypeEnum.PROVINCE, area -> area);
+        areaList.add(new Area().setId(null).setName("未知"));
+        return MemberStatisticsConvert.INSTANCE.convertList(areaList, userCountMap, orderMap);
     }
 
     // TODO @疯狂：这个方法，要不拆成：1）controller 调用 getMemberAnalyseComparisonData；2）tradeOrderStatisticsService.getPayUserCount；3）tradeOrderStatisticsService.getOrderPayPrice；4）。。。

From 8e35a786ba326da14d6e7974face36359ca16464 Mon Sep 17 00:00:00 2001
From: owen <owen@evolsun.com>
Date: Mon, 16 Oct 2023 13:25:15 +0800
Subject: [PATCH 4/8] =?UTF-8?q?=E7=BB=9F=E8=AE=A1=EF=BC=9A=E5=A4=84?=
 =?UTF-8?q?=E7=90=86=E4=BC=9A=E5=91=98=E6=80=A7=E5=88=AB=E7=BB=9F=E8=AE=A1?=
 =?UTF-8?q?=EF=BC=8C=E5=AD=98=E5=9C=A8=E6=9C=AA=E7=9F=A5=E7=9A=84=E6=83=85?=
 =?UTF-8?q?=E5=86=B5?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../statistics/service/member/MemberStatisticsServiceImpl.java   | 1 -
 1 file changed, 1 deletion(-)

diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/member/MemberStatisticsServiceImpl.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/member/MemberStatisticsServiceImpl.java
index 015cba1f4..981146e04 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/member/MemberStatisticsServiceImpl.java
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/member/MemberStatisticsServiceImpl.java
@@ -117,7 +117,6 @@ public class MemberStatisticsServiceImpl implements MemberStatisticsService {
 
     @Override
     public List<MemberSexStatisticsRespVO> getMemberSexStatisticsList() {
-        // TODO @疯狂：需要考虑，用户性别为空，则是“未知”
         return memberStatisticsMapper.selectSummaryListBySex();
     }
 

From d3385dcb4f7305e5632164e7c9b4defc3d0e58d5 Mon Sep 17 00:00:00 2001
From: owen <owen@evolsun.com>
Date: Mon, 16 Oct 2023 13:52:00 +0800
Subject: [PATCH 5/8] =?UTF-8?q?=E7=BB=9F=E8=AE=A1=EF=BC=9A=E4=BC=9A?=
 =?UTF-8?q?=E5=91=98=E5=88=86=E6=9E=90=E6=95=B0=E6=8D=AE=E6=8E=A5=E5=8F=A3?=
 =?UTF-8?q?=E9=87=8D=E6=9E=84?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../member/MemberStatisticsController.java    | 34 ++++++++++++++++--
 ...spVO.java => MemberAnalyseDataRespVO.java} |  4 +--
 .../admin/member/vo/MemberAnalyseRespVO.java  |  2 +-
 .../member/MemberStatisticsConvert.java       |  9 ++++-
 .../member/MemberStatisticsService.java       |  8 ++---
 .../member/MemberStatisticsServiceImpl.java   | 36 ++++++-------------
 6 files changed, 57 insertions(+), 36 deletions(-)
 rename yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/member/vo/{MemberAnalyseComparisonRespVO.java => MemberAnalyseDataRespVO.java} (83%)

diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/member/MemberStatisticsController.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/member/MemberStatisticsController.java
index b78b207b5..211d340f5 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/member/MemberStatisticsController.java
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/member/MemberStatisticsController.java
@@ -1,11 +1,16 @@
 package cn.iocoder.yudao.module.statistics.controller.admin.member;
 
 import cn.hutool.core.util.ArrayUtil;
+import cn.hutool.core.util.NumberUtil;
 import cn.iocoder.yudao.framework.common.enums.TerminalEnum;
+import cn.iocoder.yudao.framework.common.enums.UserTypeEnum;
 import cn.iocoder.yudao.framework.common.pojo.CommonResult;
 import cn.iocoder.yudao.module.statistics.controller.admin.common.vo.DataComparisonRespVO;
 import cn.iocoder.yudao.module.statistics.controller.admin.member.vo.*;
+import cn.iocoder.yudao.module.statistics.convert.member.MemberStatisticsConvert;
+import cn.iocoder.yudao.module.statistics.service.infra.ApiAccessLogStatisticsService;
 import cn.iocoder.yudao.module.statistics.service.member.MemberStatisticsService;
+import cn.iocoder.yudao.module.statistics.service.trade.TradeOrderStatisticsService;
 import io.swagger.v3.oas.annotations.Operation;
 import io.swagger.v3.oas.annotations.tags.Tag;
 import lombok.extern.slf4j.Slf4j;
@@ -16,6 +21,7 @@ import org.springframework.web.bind.annotation.RequestMapping;
 import org.springframework.web.bind.annotation.RestController;
 
 import javax.annotation.Resource;
+import java.time.LocalDateTime;
 import java.util.List;
 
 import static cn.iocoder.yudao.framework.common.pojo.CommonResult.success;
@@ -30,6 +36,10 @@ public class MemberStatisticsController {
 
     @Resource
     private MemberStatisticsService memberStatisticsService;
+    @Resource
+    private TradeOrderStatisticsService tradeOrderStatisticsService;
+    @Resource
+    private ApiAccessLogStatisticsService apiAccessLogStatisticsService;
 
     // TODO 芋艿：已经 review
     @GetMapping("/summary")
@@ -44,8 +54,28 @@ public class MemberStatisticsController {
     @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)));
+        // 1. 查询数据
+        LocalDateTime beginTime = ArrayUtil.get(reqVO.getTimes(), 0);
+        LocalDateTime endTime = ArrayUtil.get(reqVO.getTimes(), 1);
+        // 1.1 查询分析对照数据
+        DataComparisonRespVO<MemberAnalyseDataRespVO> comparisonData = memberStatisticsService.getMemberAnalyseComparisonData(beginTime, endTime);
+        // TODO @疯狂：这个可能有点特殊，要按照 create_time 来查询；不然它的漏斗就不统一；因为是访问数量 > 今日下单人 > 今日支付人；是一个统一的维度；
+        // 1.2 查询成交用户数量
+        Integer payUserCount = tradeOrderStatisticsService.getPayUserCount(beginTime, endTime);
+        // 1.3 计算客单价
+        int atv = 0;
+        if (payUserCount != null && payUserCount > 0) {
+            // TODO @疯狂：类似上面的 payUserCount
+            Integer payPrice = tradeOrderStatisticsService.getOrderPayPrice(beginTime, endTime);
+            atv = NumberUtil.div(payPrice, payUserCount).intValue();
+        }
+        // 1.4 查询访客数量
+        Integer visitUserCount = apiAccessLogStatisticsService.getIpCount(UserTypeEnum.MEMBER.getValue(), beginTime, endTime);
+        // 1.5 下单用户数量
+        Integer orderUserCount = tradeOrderStatisticsService.getOrderUserCount(beginTime, endTime);
+
+        // 2. 拼接返回
+        return success(MemberStatisticsConvert.INSTANCE.convert(visitUserCount, orderUserCount, payUserCount, atv, comparisonData));
     }
 
     // TODO 芋艿：已经 review
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/member/vo/MemberAnalyseComparisonRespVO.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/member/vo/MemberAnalyseDataRespVO.java
similarity index 83%
rename from yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/member/vo/MemberAnalyseComparisonRespVO.java
rename to yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/member/vo/MemberAnalyseDataRespVO.java
index 58675f681..d2dd3e483 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/member/vo/MemberAnalyseComparisonRespVO.java
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/member/vo/MemberAnalyseDataRespVO.java
@@ -3,9 +3,9 @@ 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")
+@Schema(description = "管理后台 - 会员分析数据 Response VO")
 @Data
-public class MemberAnalyseComparisonRespVO {
+public class MemberAnalyseDataRespVO {
 
     @Schema(description = "会员数量", requiredMode = Schema.RequiredMode.REQUIRED, example = "1024")
     private Integer registerUserCount;
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/member/vo/MemberAnalyseRespVO.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/member/vo/MemberAnalyseRespVO.java
index a235f53f8..e1c46547b 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/member/vo/MemberAnalyseRespVO.java
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/member/vo/MemberAnalyseRespVO.java
@@ -21,6 +21,6 @@ public class MemberAnalyseRespVO {
     private Integer atv;
 
     @Schema(description = "对照数据", requiredMode = Schema.RequiredMode.REQUIRED)
-    private DataComparisonRespVO<MemberAnalyseComparisonRespVO> comparison;
+    private DataComparisonRespVO<MemberAnalyseDataRespVO> comparison;
 
 }
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/convert/member/MemberStatisticsConvert.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/convert/member/MemberStatisticsConvert.java
index 794a66717..14a1bcad8 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/convert/member/MemberStatisticsConvert.java
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/convert/member/MemberStatisticsConvert.java
@@ -4,6 +4,9 @@ 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.common.vo.DataComparisonRespVO;
+import cn.iocoder.yudao.module.statistics.controller.admin.member.vo.MemberAnalyseDataRespVO;
+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.MemberSummaryRespVO;
 import cn.iocoder.yudao.module.statistics.service.pay.bo.RechargeSummaryRespBO;
@@ -28,7 +31,8 @@ public interface MemberStatisticsConvert {
                                                          Map<Integer, Integer> userCountMap,
                                                          Map<Integer, MemberAreaStatisticsRespVO> orderMap) {
         return CollectionUtils.convertList(areaList, area -> {
-            MemberAreaStatisticsRespVO orderVo = Optional.ofNullable(orderMap.get(area.getId())).orElseGet(MemberAreaStatisticsRespVO::new);
+            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))
@@ -40,4 +44,7 @@ public interface MemberStatisticsConvert {
 
     MemberSummaryRespVO convert(RechargeSummaryRespBO rechargeSummary, Integer expensePrice, Integer userCount);
 
+    MemberAnalyseRespVO convert(Integer visitUserCount, Integer orderUserCount, Integer payUserCount, int atv,
+                                DataComparisonRespVO<MemberAnalyseDataRespVO> comparison);
+
 }
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/member/MemberStatisticsService.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/member/MemberStatisticsService.java
index da9a61ac1..af875f456 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/member/MemberStatisticsService.java
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/member/MemberStatisticsService.java
@@ -21,15 +21,15 @@ public interface MemberStatisticsService {
      */
     MemberSummaryRespVO getMemberSummary();
 
-    // TODO 芋艿：已经 review
     /**
-     * 获取用户分析数据
+     * 获取会员分析对照数据
      *
      * @param beginTime 起始时间
      * @param endTime   截止时间
-     * @return 用户分析数据
+     * @return 会员分析对照数据
      */
-    MemberAnalyseRespVO getMemberAnalyse(LocalDateTime beginTime, LocalDateTime endTime);
+    DataComparisonRespVO<MemberAnalyseDataRespVO> getMemberAnalyseComparisonData(LocalDateTime beginTime,
+                                                                                 LocalDateTime endTime);
 
     /**
      * 按照省份，获得会员统计列表
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/member/MemberStatisticsServiceImpl.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/member/MemberStatisticsServiceImpl.java
index 981146e04..f06c98ae8 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/member/MemberStatisticsServiceImpl.java
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/member/MemberStatisticsServiceImpl.java
@@ -1,7 +1,6 @@
 package cn.iocoder.yudao.module.statistics.service.member;
 
 import cn.hutool.core.date.LocalDateTimeUtil;
-import cn.hutool.core.util.NumberUtil;
 import cn.iocoder.yudao.framework.common.enums.UserTypeEnum;
 import cn.iocoder.yudao.framework.ip.core.Area;
 import cn.iocoder.yudao.framework.ip.core.enums.AreaTypeEnum;
@@ -79,37 +78,22 @@ public class MemberStatisticsServiceImpl implements MemberStatisticsService {
         return MemberStatisticsConvert.INSTANCE.convertList(areaList, userCountMap, orderMap);
     }
 
-    // TODO @疯狂：这个方法，要不拆成：1）controller 调用 getMemberAnalyseComparisonData；2）tradeOrderStatisticsService.getPayUserCount；3）tradeOrderStatisticsService.getOrderPayPrice；4）。。。
-    // TODO 就是说：分析交给 controller 去组合；
     @Override
-    public MemberAnalyseRespVO getMemberAnalyse(LocalDateTime beginTime, LocalDateTime endTime) {
+    public DataComparisonRespVO<MemberAnalyseDataRespVO> getMemberAnalyseComparisonData(LocalDateTime beginTime, LocalDateTime endTime) {
+        // 当前数据
+        MemberAnalyseDataRespVO vo = getMemberAnalyseData(beginTime, endTime);
         // 对照数据
-        MemberAnalyseComparisonRespVO vo = getMemberAnalyseComparisonData(beginTime, endTime);
-        // TODO @疯狂：如果时间段这么处理，会不会 beginTime 重叠了。因为是 <= 一个时间；如果数据库插入的是 ，xxxx-yy-zz 00:00:00 的话，它既满足 >= ? 也满足 <= ；（如果不好理解，微信聊)
-        LocalDateTime referenceBeginTime = beginTime.minus(Duration.between(beginTime, endTime));
-        MemberAnalyseComparisonRespVO reference = getMemberAnalyseComparisonData(referenceBeginTime, beginTime);
-
-        // 计算客单价
-        // TODO @疯狂：这个可能有点特殊，要按照 create_time 来查询；不然它的漏斗就不统一；因为是访问数量 > 今日下单人 > 今日支付人；是一个统一的维度；
-        Integer payUserCount = tradeOrderStatisticsService.getPayUserCount(beginTime, endTime);
-        int atv = 0;
-        if (payUserCount != null && payUserCount > 0) {
-            // TODO @疯狂：类似上面的 payUserCount
-            Integer payPrice = tradeOrderStatisticsService.getOrderPayPrice(beginTime, endTime);
-            atv = NumberUtil.div(payPrice, payUserCount).intValue();
-        }
-        return new MemberAnalyseRespVO()
-                .setVisitUserCount(apiAccessLogStatisticsService.getIpCount(UserTypeEnum.MEMBER.getValue(), beginTime, endTime))
-                .setOrderUserCount(tradeOrderStatisticsService.getOrderUserCount(beginTime, endTime))
-                .setPayUserCount(payUserCount)
-                .setAtv(atv)
-                .setComparison(new DataComparisonRespVO<>(vo, reference));
+        LocalDateTime referenceEndDate = beginTime.minusDays(1); // 减少1天，防止出现时间重叠
+        LocalDateTime referenceBeginDate = referenceEndDate.minus(Duration.between(beginTime, endTime));
+        MemberAnalyseDataRespVO reference = getMemberAnalyseData(
+                LocalDateTimeUtil.beginOfDay(referenceBeginDate), LocalDateTimeUtil.endOfDay(referenceEndDate));
+        return new DataComparisonRespVO<>(vo, reference);
     }
 
-    private MemberAnalyseComparisonRespVO getMemberAnalyseComparisonData(LocalDateTime beginTime, LocalDateTime endTime) {
+    private MemberAnalyseDataRespVO getMemberAnalyseData(LocalDateTime beginTime, LocalDateTime endTime) {
         Integer rechargeUserCount = Optional.ofNullable(payWalletStatisticsService.getUserRechargeSummary(beginTime, endTime))
                 .map(RechargeSummaryRespBO::getRechargeUserCount).orElse(0);
-        return new MemberAnalyseComparisonRespVO()
+        return new MemberAnalyseDataRespVO()
                 .setRegisterUserCount(memberStatisticsMapper.selectUserCount(beginTime, endTime))
                 .setVisitUserCount(apiAccessLogStatisticsService.getUserCount(UserTypeEnum.MEMBER.getValue(), beginTime, endTime))
                 .setRechargeUserCount(rechargeUserCount);

From 6f08645f613215f232bf83abe0640ef36ae09688 Mon Sep 17 00:00:00 2001
From: owen <owen@evolsun.com>
Date: Mon, 16 Oct 2023 14:22:43 +0800
Subject: [PATCH 6/8] =?UTF-8?q?=E4=BC=9A=E5=91=98=EF=BC=9A=E5=A2=9E?=
 =?UTF-8?q?=E5=8A=A0=E5=AD=97=E6=AE=B5=E3=80=90=E6=B3=A8=E5=86=8C=E7=BB=88?=
 =?UTF-8?q?=E7=AB=AF=E3=80=91?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 sql/mysql/member.sql                                        | 1 +
 .../module/member/dal/dataobject/user/MemberUserDO.java     | 6 ++++++
 2 files changed, 7 insertions(+)
 create mode 100644 sql/mysql/member.sql

diff --git a/sql/mysql/member.sql b/sql/mysql/member.sql
new file mode 100644
index 000000000..e3cadc709
--- /dev/null
+++ b/sql/mysql/member.sql
@@ -0,0 +1 @@
+ALTER TABLE member_user ADD COLUMN register_terminal tinyint NULL COMMENT '注册终端' AFTER register_ip;
\ No newline at end of file
diff --git a/yudao-module-member/yudao-module-member-biz/src/main/java/cn/iocoder/yudao/module/member/dal/dataobject/user/MemberUserDO.java b/yudao-module-member/yudao-module-member-biz/src/main/java/cn/iocoder/yudao/module/member/dal/dataobject/user/MemberUserDO.java
index 520d5a7d1..73899dec9 100644
--- a/yudao-module-member/yudao-module-member-biz/src/main/java/cn/iocoder/yudao/module/member/dal/dataobject/user/MemberUserDO.java
+++ b/yudao-module-member/yudao-module-member-biz/src/main/java/cn/iocoder/yudao/module/member/dal/dataobject/user/MemberUserDO.java
@@ -1,6 +1,7 @@
 package cn.iocoder.yudao.module.member.dal.dataobject.user;
 
 import cn.iocoder.yudao.framework.common.enums.CommonStatusEnum;
+import cn.iocoder.yudao.framework.common.enums.TerminalEnum;
 import cn.iocoder.yudao.framework.ip.core.Area;
 import cn.iocoder.yudao.framework.mybatis.core.type.LongListTypeHandler;
 import cn.iocoder.yudao.framework.tenant.core.db.TenantBaseDO;
@@ -60,6 +61,11 @@ public class MemberUserDO extends TenantBaseDO {
      * 注册 IP
      */
     private String registerIp;
+    /**
+     * 注册终端
+     * 枚举 {@link TerminalEnum}
+     */
+    private Integer registerTerminal;
     /**
      * 最后登录IP
      */

From b6d400e04ac300c3e6632d4999d5e037b0125047 Mon Sep 17 00:00:00 2001
From: owen <owen@evolsun.com>
Date: Mon, 16 Oct 2023 14:23:53 +0800
Subject: [PATCH 7/8] =?UTF-8?q?=E7=BB=9F=E8=AE=A1=EF=BC=9A=E4=BC=9A?=
 =?UTF-8?q?=E5=91=98=E7=BB=88=E7=AB=AF=E7=BB=9F=E8=AE=A1=E6=8E=A5=E5=8F=A3?=
 =?UTF-8?q?=E5=AE=9E=E7=8E=B0?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../admin/member/MemberStatisticsController.java         | 9 +--------
 .../dal/mysql/member/MemberStatisticsMapper.java         | 3 +++
 .../service/member/MemberStatisticsService.java          | 7 +++++++
 .../service/member/MemberStatisticsServiceImpl.java      | 5 +++++
 .../resources/mapper/member/MemberStatisticsMapper.xml   | 8 ++++++++
 5 files changed, 24 insertions(+), 8 deletions(-)

diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/member/MemberStatisticsController.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/member/MemberStatisticsController.java
index 211d340f5..3ee8eb919 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/member/MemberStatisticsController.java
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/member/MemberStatisticsController.java
@@ -2,7 +2,6 @@ package cn.iocoder.yudao.module.statistics.controller.admin.member;
 
 import cn.hutool.core.util.ArrayUtil;
 import cn.hutool.core.util.NumberUtil;
-import cn.iocoder.yudao.framework.common.enums.TerminalEnum;
 import cn.iocoder.yudao.framework.common.enums.UserTypeEnum;
 import cn.iocoder.yudao.framework.common.pojo.CommonResult;
 import cn.iocoder.yudao.module.statistics.controller.admin.common.vo.DataComparisonRespVO;
@@ -25,7 +24,6 @@ import java.time.LocalDateTime;
 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
@@ -98,12 +96,7 @@ public class MemberStatisticsController {
     @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：这个可以晚点写，因为 user = = 上还没记录 terminal
-        // TODO @疯狂：在 member_user 上，增加 registerTerminal 字段，基于它来统计哈；
-        List<MemberTerminalStatisticsRespVO> list = convertList(TerminalEnum.values(),
-                t -> new MemberTerminalStatisticsRespVO()
-                        .setTerminal(t.getTerminal()).setUserCount(t.getTerminal() * 100));
-        return success(list);
+        return success(memberStatisticsService.getRegisterTerminalStatisticsList());
     }
 
     @GetMapping("/user-count-comparison")
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/dal/mysql/member/MemberStatisticsMapper.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/dal/mysql/member/MemberStatisticsMapper.java
index 0b3160c5c..4b1bc8783 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/dal/mysql/member/MemberStatisticsMapper.java
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/dal/mysql/member/MemberStatisticsMapper.java
@@ -3,6 +3,7 @@ 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.MemberRegisterCountRespVO;
 import cn.iocoder.yudao.module.statistics.controller.admin.member.vo.MemberSexStatisticsRespVO;
+import cn.iocoder.yudao.module.statistics.controller.admin.member.vo.MemberTerminalStatisticsRespVO;
 import cn.iocoder.yudao.module.statistics.service.member.bo.MemberAreaStatisticsRespBO;
 import org.apache.ibatis.annotations.Mapper;
 import org.apache.ibatis.annotations.Param;
@@ -23,6 +24,8 @@ public interface MemberStatisticsMapper extends BaseMapperX {
 
     List<MemberSexStatisticsRespVO> selectSummaryListBySex();
 
+    List<MemberTerminalStatisticsRespVO> selectSummaryListByRegisterTerminal();
+
     // TODO @芋艿：已经 review
     Integer selectUserCount(@Param("beginTime") LocalDateTime beginTime,
                             @Param("endTime") LocalDateTime endTime);
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/member/MemberStatisticsService.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/member/MemberStatisticsService.java
index af875f456..2ace6f86a 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/member/MemberStatisticsService.java
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/member/MemberStatisticsService.java
@@ -45,6 +45,13 @@ public interface MemberStatisticsService {
      */
     List<MemberSexStatisticsRespVO> getMemberSexStatisticsList();
 
+    /**
+     * 按照终端，获得会员统计列表
+     *
+     * @return 会员统计列表
+     */
+    List<MemberTerminalStatisticsRespVO> getRegisterTerminalStatisticsList();
+
     /**
      * 获取用户注册数量列表
      *
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/member/MemberStatisticsServiceImpl.java b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/member/MemberStatisticsServiceImpl.java
index f06c98ae8..0b8f9cb53 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/member/MemberStatisticsServiceImpl.java
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/member/MemberStatisticsServiceImpl.java
@@ -104,6 +104,11 @@ public class MemberStatisticsServiceImpl implements MemberStatisticsService {
         return memberStatisticsMapper.selectSummaryListBySex();
     }
 
+    @Override
+    public List<MemberTerminalStatisticsRespVO> getRegisterTerminalStatisticsList() {
+        return memberStatisticsMapper.selectSummaryListByRegisterTerminal();
+    }
+
     @Override
     public List<MemberRegisterCountRespVO> getMemberRegisterCountList(LocalDateTime beginTime, LocalDateTime endTime) {
         return memberStatisticsMapper.selectListByCreateTimeBetween(beginTime, endTime);
diff --git a/yudao-module-mall/yudao-module-statistics-biz/src/main/resources/mapper/member/MemberStatisticsMapper.xml b/yudao-module-mall/yudao-module-statistics-biz/src/main/resources/mapper/member/MemberStatisticsMapper.xml
index 5c464d926..33500fb43 100644
--- a/yudao-module-mall/yudao-module-statistics-biz/src/main/resources/mapper/member/MemberStatisticsMapper.xml
+++ b/yudao-module-mall/yudao-module-statistics-biz/src/main/resources/mapper/member/MemberStatisticsMapper.xml
@@ -18,6 +18,14 @@
         GROUP BY sex
     </select>
 
+    <select id="selectSummaryListByRegisterTerminal"
+                         resultType="cn.iocoder.yudao.module.statistics.controller.admin.member.vo.MemberTerminalStatisticsRespVO">
+        SELECT register_terminal as terminal, COUNT(1) AS userCount
+        FROM member_user
+        WHERE deleted = FALSE
+        GROUP BY register_terminal
+    </select>
+
     <select id="selectUserCount" resultType="java.lang.Integer">
         SELECT COUNT(1)
         FROM member_user

From 76f512fc7a2267d761c864eaac0816cb763cca79 Mon Sep 17 00:00:00 2001
From: owen <owen@evolsun.com>
Date: Mon, 16 Oct 2023 15:06:59 +0800
Subject: [PATCH 8/8] =?UTF-8?q?1.=20APP=E5=A2=9E=E5=8A=A0=E7=BB=88?=
 =?UTF-8?q?=E7=AB=AFHeader[terminal]=202.=20=E8=AE=A2=E5=8D=95=E3=80=81?=
 =?UTF-8?q?=E4=BC=9A=E5=91=98=E6=B3=A8=E5=86=8C=E8=AE=B0=E5=BD=95=E6=9D=A5?=
 =?UTF-8?q?=E6=BA=90=E7=BB=88=E7=AB=AF?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../common/util/servlet/ServletUtils.java     | 25 +++++++++++++++++--
 .../order/TradeOrderUpdateServiceImpl.java    |  4 +--
 .../service/user/MemberUserServiceImpl.java   |  2 ++
 3 files changed, 27 insertions(+), 4 deletions(-)

diff --git a/yudao-framework/yudao-common/src/main/java/cn/iocoder/yudao/framework/common/util/servlet/ServletUtils.java b/yudao-framework/yudao-common/src/main/java/cn/iocoder/yudao/framework/common/util/servlet/ServletUtils.java
index ad79784ed..368ac738f 100644
--- a/yudao-framework/yudao-common/src/main/java/cn/iocoder/yudao/framework/common/util/servlet/ServletUtils.java
+++ b/yudao-framework/yudao-common/src/main/java/cn/iocoder/yudao/framework/common/util/servlet/ServletUtils.java
@@ -1,5 +1,6 @@
 package cn.iocoder.yudao.framework.common.util.servlet;
 
+import cn.hutool.core.convert.Convert;
 import cn.hutool.core.io.IoUtil;
 import cn.hutool.core.util.StrUtil;
 import cn.hutool.extra.servlet.ServletUtil;
@@ -27,7 +28,7 @@ public class ServletUtils {
      * 返回 JSON 字符串
      *
      * @param response 响应
-     * @param object 对象，会序列化成 JSON 字符串
+     * @param object   对象，会序列化成 JSON 字符串
      */
     @SuppressWarnings("deprecation") // 必须使用 APPLICATION_JSON_UTF8_VALUE，否则会乱码
     public static void writeJSON(HttpServletResponse response, Object object) {
@@ -40,7 +41,7 @@ public class ServletUtils {
      *
      * @param response 响应
      * @param filename 文件名
-     * @param content 附件内容
+     * @param content  附件内容
      */
     public static void writeAttachment(HttpServletResponse response, String filename, byte[] content) throws IOException {
         // 设置 header 和 contentType
@@ -88,6 +89,18 @@ public class ServletUtils {
         return ServletUtil.getClientIP(request);
     }
 
+    public static Integer getTerminal() {
+        return getHeaderInt("terminal");
+    }
+
+    public static String getHeader(String header) {
+        return getHeader(getRequest(), header);
+    }
+
+    public static Integer getHeaderInt(String header) {
+        return Convert.toInt(getHeader(header));
+    }
+
     public static boolean isJsonRequest(ServletRequest request) {
         return StrUtil.startWithIgnoreCase(request.getContentType(), MediaType.APPLICATION_JSON_VALUE);
     }
@@ -107,4 +120,12 @@ public class ServletUtils {
     public static Map<String, String> getParamMap(HttpServletRequest request) {
         return ServletUtil.getParamMap(request);
     }
+
+    public static String getHeader(HttpServletRequest request, String header) {
+        if (request == null) {
+            return null;
+        }
+        return request.getHeader(header);
+    }
+
 }
diff --git a/yudao-module-mall/yudao-module-trade-biz/src/main/java/cn/iocoder/yudao/module/trade/service/order/TradeOrderUpdateServiceImpl.java b/yudao-module-mall/yudao-module-trade-biz/src/main/java/cn/iocoder/yudao/module/trade/service/order/TradeOrderUpdateServiceImpl.java
index 8d5727e84..c5e5cbae6 100644
--- a/yudao-module-mall/yudao-module-trade-biz/src/main/java/cn/iocoder/yudao/module/trade/service/order/TradeOrderUpdateServiceImpl.java
+++ b/yudao-module-mall/yudao-module-trade-biz/src/main/java/cn/iocoder/yudao/module/trade/service/order/TradeOrderUpdateServiceImpl.java
@@ -8,10 +8,10 @@ import cn.hutool.core.util.ObjectUtil;
 import cn.hutool.core.util.RandomUtil;
 import cn.hutool.extra.spring.SpringUtil;
 import cn.iocoder.yudao.framework.common.core.KeyValue;
-import cn.iocoder.yudao.framework.common.enums.TerminalEnum;
 import cn.iocoder.yudao.framework.common.enums.UserTypeEnum;
 import cn.iocoder.yudao.framework.common.util.json.JsonUtils;
 import cn.iocoder.yudao.framework.common.util.number.MoneyUtils;
+import cn.iocoder.yudao.framework.common.util.servlet.ServletUtils;
 import cn.iocoder.yudao.module.member.api.address.AddressApi;
 import cn.iocoder.yudao.module.member.api.address.dto.AddressRespDTO;
 import cn.iocoder.yudao.module.pay.api.order.PayOrderApi;
@@ -187,7 +187,7 @@ public class TradeOrderUpdateServiceImpl implements TradeOrderUpdateService {
         order.setStatus(TradeOrderStatusEnum.UNPAID.getStatus());
         order.setRefundStatus(TradeOrderRefundStatusEnum.NONE.getStatus());
         order.setProductCount(getSumValue(calculateRespBO.getItems(), TradePriceCalculateRespBO.OrderItem::getCount, Integer::sum));
-        order.setTerminal(TerminalEnum.H5.getTerminal()); // todo 数据来源?
+        order.setTerminal(ServletUtils.getTerminal());
         // 支付 + 退款信息
         order.setAdjustPrice(0).setPayStatus(false);
         order.setRefundStatus(TradeOrderRefundStatusEnum.NONE.getStatus()).setRefundPrice(0);
diff --git a/yudao-module-member/yudao-module-member-biz/src/main/java/cn/iocoder/yudao/module/member/service/user/MemberUserServiceImpl.java b/yudao-module-member/yudao-module-member-biz/src/main/java/cn/iocoder/yudao/module/member/service/user/MemberUserServiceImpl.java
index c055e24f8..de06933e8 100644
--- a/yudao-module-member/yudao-module-member-biz/src/main/java/cn/iocoder/yudao/module/member/service/user/MemberUserServiceImpl.java
+++ b/yudao-module-member/yudao-module-member-biz/src/main/java/cn/iocoder/yudao/module/member/service/user/MemberUserServiceImpl.java
@@ -7,6 +7,7 @@ import cn.hutool.core.util.ObjectUtil;
 import cn.hutool.core.util.StrUtil;
 import cn.iocoder.yudao.framework.common.enums.CommonStatusEnum;
 import cn.iocoder.yudao.framework.common.pojo.PageResult;
+import cn.iocoder.yudao.framework.common.util.servlet.ServletUtils;
 import cn.iocoder.yudao.module.infra.api.file.FileApi;
 import cn.iocoder.yudao.module.member.controller.admin.user.vo.MemberUserPageReqVO;
 import cn.iocoder.yudao.module.member.controller.admin.user.vo.MemberUserUpdateReqVO;
@@ -99,6 +100,7 @@ public class MemberUserServiceImpl implements MemberUserService {
         user.setStatus(CommonStatusEnum.ENABLE.getStatus()); // 默认开启
         user.setPassword(encodePassword(password)); // 加密密码
         user.setRegisterIp(registerIp);
+        user.setRegisterTerminal(ServletUtils.getTerminal());
         memberUserMapper.insert(user);
 
         // 发送 MQ 消息：用户创建