统计：增加商品统计

sql/mysql/optinal/product_statistics.sql

@@ -0,0 +1,34 @@
+CREATE TABLE product_statistics
+(
+    id                      bigint AUTO_INCREMENT COMMENT '编号，主键自增' PRIMARY KEY,
+    time                    date                                  NOT NULL COMMENT '统计日期',
+    spu_id                  bigint                                NOT NULL COMMENT '商品SPU编号',
+    browse_count            int         DEFAULT 0                 NOT NULL COMMENT '浏览量',
+    browse_user_count       int         DEFAULT 0                 NOT NULL COMMENT '访客量',
+    favorite_count          int         DEFAULT 0                 NOT NULL COMMENT '收藏数量',
+    cart_count              int         DEFAULT 0                 NOT NULL COMMENT '加购数量',
+    order_count             int         DEFAULT 0                 NOT NULL COMMENT '下单件数',
+    order_pay_count         int         DEFAULT 0                 NOT NULL COMMENT '支付件数',
+    order_pay_price         int         DEFAULT 0                 NOT NULL COMMENT '支付金额，单位：分',
+    after_sale_count        int         DEFAULT 0                 NOT NULL COMMENT '退款件数',
+    after_sale_refund_price int         DEFAULT 0                 NOT NULL COMMENT '退款金额，单位：分',
+    browse_convert_percent  int         DEFAULT 0                 NOT NULL COMMENT '访客支付转化率（百分比）',
+    creator                 varchar(64) DEFAULT ''                NULL COMMENT '创建者',
+    create_time             datetime    DEFAULT CURRENT_TIMESTAMP NOT NULL COMMENT '创建时间',
+    updater                 varchar(64) DEFAULT ''                NULL COMMENT '更新者',
+    update_time             datetime    DEFAULT CURRENT_TIMESTAMP NOT NULL ON UPDATE CURRENT_TIMESTAMP COMMENT '更新时间',
+    deleted                 bit         DEFAULT b'0'              NOT NULL COMMENT '是否删除',
+    tenant_id               bigint      DEFAULT 0                 NOT NULL COMMENT '租户编号'
+)
+    COMMENT '商品统计表';
+
+CREATE INDEX idx_time
+    ON product_statistics (time);
+
+CREATE INDEX idx_spu_id
+    ON product_statistics (spu_id);
+
+INSERT INTO system_menu (name, permission, type, sort, parent_id, path, icon, component, component_name, status, visible, keep_alive, always_show, creator, create_time, updater, update_time, deleted) VALUES ('商品统计', '', 2, 6, 2358, 'product', 'fa:product-hunt', 'statistics/product/index', 'ProductStatistics', 0, true, true, true, '', '2023-12-15 18:54:28', '', '2023-12-15 18:54:33', false);
+SELECT @parentId1 := LAST_INSERT_ID();
+INSERT INTO system_menu (name, permission, type, sort, parent_id, path, icon, component, component_name, status, visible, keep_alive, always_show, creator, create_time, updater, update_time, deleted) VALUES ('商品统计查询', 'statistics:product:query', 3, 1, @parentId, '', '', '', null, 0, true, true, true, '', '2023-09-30 03:22:40', '', '2023-09-30 03:22:40', false);
+INSERT INTO system_menu (name, permission, type, sort, parent_id, path, icon, component, component_name, status, visible, keep_alive, always_show, creator, create_time, updater, update_time, deleted) VALUES ('商品统计导出', 'statistics:product:export', 3, 2, @parentId, '', '', '', null, 0, true, true, true, '', '2023-09-30 03:22:40', '', '2023-09-30 03:22:40', false);

yudao-framework/yudao-common/src/main/java/cn/iocoder/yudao/framework/common/pojo/SortablePageParam.java

@@ -0,0 +1,19 @@
+package cn.iocoder.yudao.framework.common.pojo;
+
+import io.swagger.v3.oas.annotations.media.Schema;
+import lombok.Data;
+import lombok.EqualsAndHashCode;
+import lombok.ToString;
+
+import java.util.List;
+
+@Schema(description = "可排序的分页参数")
+@Data
+@EqualsAndHashCode(callSuper = true)
+@ToString(callSuper = true)
+public class SortablePageParam extends PageParam {
+
+    @Schema(description = "排序字段")
+    private List<SortingField> sortingFields;
+
+}

yudao-framework/yudao-common/src/main/java/cn/iocoder/yudao/framework/common/util/object/BeanUtils.java

@@ -5,6 +5,7 @@ import cn.iocoder.yudao.framework.common.pojo.PageResult;
 import cn.iocoder.yudao.framework.common.util.collection.CollectionUtils;
 
 import java.util.List;
+import java.util.function.Consumer;
 
 /**
  * Bean 工具类
@@ -27,11 +28,19 @@ public class BeanUtils {
         return CollectionUtils.convertList(source, s -> toBean(s, targetType));
     }
 
-    public static  <S, T> PageResult<T> toBean(PageResult<S> source, Class<T> targetType) {
+    public static <S, T> PageResult<T> toBean(PageResult<S> source, Class<T> targetType) {
+        return toBean(source, targetType, null);
+    }
+
+    public static <S, T> PageResult<T> toBean(PageResult<S> source, Class<T> targetType, Consumer<T> peek) {
         if (source == null) {
             return null;
         }
-        return new PageResult<>(toBean(source.getList(), targetType), source.getTotal());
+        List<T> list = toBean(source.getList(), targetType);
+        if (peek != null) {
+            list.forEach(peek);
+        }
+        return new PageResult<>(list, source.getTotal());
     }
 
 }

yudao-framework/yudao-spring-boot-starter-mybatis/src/main/java/cn/iocoder/yudao/framework/mybatis/core/mapper/BaseMapperX.java

@@ -3,6 +3,8 @@ package cn.iocoder.yudao.framework.mybatis.core.mapper;
 import cn.hutool.core.collection.CollUtil;
 import cn.iocoder.yudao.framework.common.pojo.PageParam;
 import cn.iocoder.yudao.framework.common.pojo.PageResult;
+import cn.iocoder.yudao.framework.common.pojo.SortablePageParam;
+import cn.iocoder.yudao.framework.common.pojo.SortingField;
 import cn.iocoder.yudao.framework.mybatis.core.util.MyBatisUtils;
 import com.baomidou.mybatisplus.core.conditions.Wrapper;
 import com.baomidou.mybatisplus.core.conditions.query.LambdaQueryWrapper;
@@ -27,7 +29,15 @@ import java.util.List;
  */
 public interface BaseMapperX<T> extends MPJBaseMapper<T> {
 
+    default PageResult<T> selectPage(SortablePageParam pageParam, @Param("ew") Wrapper<T> queryWrapper) {
+        return selectPage(pageParam, pageParam.getSortingFields(), queryWrapper);
+    }
+
     default PageResult<T> selectPage(PageParam pageParam, @Param("ew") Wrapper<T> queryWrapper) {
+        return selectPage(pageParam, null, queryWrapper);
+    }
+
+    default PageResult<T> selectPage(PageParam pageParam, Collection<SortingField> sortingFields, @Param("ew") Wrapper<T> queryWrapper) {
         // 特殊：不分页，直接查询全部
         if (PageParam.PAGE_SIZE_NONE.equals(pageParam.getPageSize())) {
             List<T> list = selectList(queryWrapper);
@@ -35,7 +45,7 @@ public interface BaseMapperX<T> extends MPJBaseMapper<T> {
         }
 
         // MyBatis Plus 查询
-        IPage<T> mpPage = MyBatisUtils.buildPage(pageParam);
+        IPage<T> mpPage = MyBatisUtils.buildPage(pageParam, sortingFields);
         selectPage(mpPage, queryWrapper);
         // 转换返回
         return new PageResult<>(mpPage.getRecords(), mpPage.getTotal());

yudao-framework/yudao-spring-boot-starter-mybatis/src/main/java/cn/iocoder/yudao/framework/mybatis/core/util/MyBatisUtils.java

@@ -1,7 +1,12 @@
 package cn.iocoder.yudao.framework.mybatis.core.util;
 
+import cn.hutool.core.collection.CollUtil;
 import cn.hutool.core.collection.CollectionUtil;
+import cn.hutool.core.lang.func.Func1;
+import cn.hutool.core.lang.func.LambdaUtil;
+import cn.hutool.core.util.ArrayUtil;
 import cn.iocoder.yudao.framework.common.pojo.PageParam;
+import cn.iocoder.yudao.framework.common.pojo.SortablePageParam;
 import cn.iocoder.yudao.framework.common.pojo.SortingField;
 import com.baomidou.mybatisplus.core.metadata.OrderItem;
 import com.baomidou.mybatisplus.core.toolkit.StringPool;
@@ -11,6 +16,7 @@ import com.baomidou.mybatisplus.extension.plugins.pagination.Page;
 import net.sf.jsqlparser.expression.Alias;
 import net.sf.jsqlparser.schema.Column;
 import net.sf.jsqlparser.schema.Table;
+import org.springframework.util.Assert;
 
 import java.util.ArrayList;
 import java.util.Collection;
@@ -45,8 +51,8 @@ public class MyBatisUtils {
      * 由于 MybatisPlusInterceptor 不支持添加拦截器，所以只能全量设置
      *
      * @param interceptor 链
-     * @param inner 拦截器
+     * @param inner       拦截器
-     * @param index 位置
+     * @param index       位置
      */
     public static void addInterceptor(MybatisPlusInterceptor interceptor, InnerInterceptor inner, int index) {
         List<InnerInterceptor> inners = new ArrayList<>(interceptor.getInterceptors());
@@ -73,9 +79,9 @@ public class MyBatisUtils {
     /**
      * 构建 Column 对象
      *
-     * @param tableName 表名
+     * @param tableName  表名
      * @param tableAlias 别名
-     * @param column 字段名
+     * @param column     字段名
      * @return Column 对象
      */
     public static Column buildColumn(String tableName, Alias tableAlias, String column) {
@@ -85,4 +91,46 @@ public class MyBatisUtils {
         return new Column(tableName + StringPool.DOT + column);
     }
 
+
+    /**
+     * 构建排序字段（默认倒序）
+     *
+     * @param func 排序字段的 Lambda 表达式
+     * @param <T>  排序字段所属的类型
+     * @return 排序字段
+     */
+    public static <T> SortingField buildSortingField(Func1<T, ?> func) {
+        return buildSortingField(func, SortingField.ORDER_DESC);
+    }
+
+    /**
+     * 构建排序字段
+     *
+     * @param func  排序字段的 Lambda 表达式
+     * @param order 排序类型 {@link SortingField#ORDER_ASC} {@link SortingField#ORDER_DESC}
+     * @param <T>   排序字段所属的类型
+     * @return 排序字段
+     */
+    public static <T> SortingField buildSortingField(Func1<T, ?> func, String order) {
+        Object[] orderTypes = {SortingField.ORDER_ASC, SortingField.ORDER_DESC};
+        Assert.isTrue(ArrayUtil.contains(orderTypes, order), String.format("字段的排序类型只能是%s/%s", orderTypes));
+
+        String fieldName = LambdaUtil.getFieldName(func);
+        return new SortingField(fieldName, order);
+    }
+
+    /**
+     * 构建默认的排序字段
+     * 如果排序字段为空，则设置排序字段；否则忽略
+     *
+     * @param sortablePageParam 排序分页查询参数
+     * @param func              排序字段的 Lambda 表达式
+     * @param <T>               排序字段所属的类型
+     */
+    public static <T> void buildDefaultSortingField(SortablePageParam sortablePageParam, Func1<T, ?> func) {
+        if (sortablePageParam != null && CollUtil.isEmpty(sortablePageParam.getSortingFields())) {
+            sortablePageParam.setSortingFields(List.of(buildSortingField(func)));
+        }
+    }
+
 }

yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/product/ProductStatisticsController.java

@@ -2,40 +2,90 @@ package cn.iocoder.yudao.module.statistics.controller.admin.product;
 
 import cn.iocoder.yudao.framework.common.pojo.CommonResult;
 import cn.iocoder.yudao.framework.common.pojo.PageResult;
-import cn.iocoder.yudao.module.statistics.dal.mysql.product.ProductSpuStatisticsDO;
+import cn.iocoder.yudao.framework.common.pojo.SortablePageParam;
-import cn.iocoder.yudao.module.statistics.dal.mysql.product.ProductStatisticsDO;
+import cn.iocoder.yudao.framework.common.util.object.BeanUtils;
+import cn.iocoder.yudao.framework.excel.core.util.ExcelUtils;
+import cn.iocoder.yudao.module.product.api.spu.ProductSpuApi;
+import cn.iocoder.yudao.module.product.api.spu.dto.ProductSpuRespDTO;
+import cn.iocoder.yudao.module.statistics.controller.admin.common.vo.DataComparisonRespVO;
+import cn.iocoder.yudao.module.statistics.controller.admin.product.vo.ProductStatisticsReqVO;
+import cn.iocoder.yudao.module.statistics.controller.admin.product.vo.ProductStatisticsRespVO;
+import cn.iocoder.yudao.module.statistics.dal.dataobject.product.ProductStatisticsDO;
+import cn.iocoder.yudao.module.statistics.service.product.ProductStatisticsService;
+import io.swagger.v3.oas.annotations.Operation;
 import io.swagger.v3.oas.annotations.tags.Tag;
-import lombok.extern.slf4j.Slf4j;
+import jakarta.annotation.Resource;
+import jakarta.servlet.http.HttpServletResponse;
+import jakarta.validation.Valid;
+import org.springframework.security.access.prepost.PreAuthorize;
 import org.springframework.validation.annotation.Validated;
+import org.springframework.web.bind.annotation.GetMapping;
 import org.springframework.web.bind.annotation.RequestMapping;
 import org.springframework.web.bind.annotation.RestController;
 
-import java.time.LocalDateTime;
+import java.io.IOException;
 import java.util.List;
+import java.util.Map;
+import java.util.Optional;
+import java.util.Set;
+
+import static cn.iocoder.yudao.framework.common.pojo.CommonResult.success;
+import static cn.iocoder.yudao.framework.common.util.collection.CollectionUtils.convertMap;
+import static cn.iocoder.yudao.framework.common.util.collection.CollectionUtils.convertSet;
 
 @Tag(name = "管理后台 - 商品统计")
 @RestController
 @RequestMapping("/statistics/product")
 @Validated
-@Slf4j
 public class ProductStatisticsController {
 
-    // TODO @麦子：返回 ProductStatisticsComparisonResp， 里面有两个字段，一个是选择的时间范围的合计结果，一个是对比的时间范围的合计结果；
+    @Resource
-    // 例如说，选择时间范围是 2023-10-01 ~ 2023-10-02，那么对比就是 2023-09-30，再倒推 2 天；
+    private ProductStatisticsService productStatisticsService;
-    public CommonResult<Object> getProductStatisticsComparison() {
+
-        return null;
+    @Resource
+    private ProductSpuApi productSpuApi;
+
+    @GetMapping("/analyse")
+    @Operation(summary = "获得商品统计分析")
+    @PreAuthorize("@ss.hasPermission('statistics:product:query')")
+    public CommonResult<DataComparisonRespVO<ProductStatisticsRespVO>> getProductStatisticsAnalyse(ProductStatisticsReqVO reqVO) {
+        return success(productStatisticsService.getProductStatisticsAnalyse(reqVO));
     }
 
-    // TODO @麦子：查询指定时间范围内的商品统计数据；DO 到时需要改成 VO 哈
+    @GetMapping("/list")
-    public CommonResult<List<ProductStatisticsDO>> getProductStatisticsList(
+    @Operation(summary = "获得商品统计明细（日期维度）")
-            LocalDateTime[] times) {
+    @PreAuthorize("@ss.hasPermission('statistics:product:query')")
-        return null;
+    public CommonResult<List<ProductStatisticsRespVO>> getProductStatisticsList(ProductStatisticsReqVO reqVO) {
+        List<ProductStatisticsDO> list = productStatisticsService.getProductStatisticsList(reqVO);
+        return success(BeanUtils.toBean(list, ProductStatisticsRespVO.class));
     }
 
-    // TODO @麦子：查询指定时间范围内的商品 SPU 统计数据；DO 到时需要改成 VO 哈
+    @GetMapping("/export-excel")
-    // 入参是分页参数 + 时间范围 + 排序字段
+    @Operation(summary = "导出获得商品统计明细 Excel（日期维度）")
-    public CommonResult<PageResult<ProductSpuStatisticsDO>> getProductSpuStatisticsPage() {
+    @PreAuthorize("@ss.hasPermission('statistics:product:export')")
-        return null;
+    public void exportProductStatisticsExcel(ProductStatisticsReqVO reqVO, HttpServletResponse response) throws IOException {
+        List<ProductStatisticsDO> list = productStatisticsService.getProductStatisticsList(reqVO);
+        // 导出 Excel
+        List<ProductStatisticsRespVO> voList = BeanUtils.toBean(list, ProductStatisticsRespVO.class);
+        ExcelUtils.write(response, "商品状况.xls", "数据", ProductStatisticsRespVO.class, voList);
     }
 
-}
+    @GetMapping("/rank-page")
+    @Operation(summary = "获得商品统计排行榜分页（商品维度）")
+    @PreAuthorize("@ss.hasPermission('statistics:product:query')")
+    public CommonResult<PageResult<ProductStatisticsRespVO>> getProductStatisticsRankPage(@Valid ProductStatisticsReqVO reqVO,
+                                                                                          @Valid SortablePageParam pageParam) {
+        PageResult<ProductStatisticsDO> pageResult = productStatisticsService.getProductStatisticsRankPage(reqVO, pageParam);
+        // 处理商品信息
+        Set<Long> spuIds = convertSet(pageResult.getList(), ProductStatisticsDO::getSpuId);
+        Map<Long, ProductSpuRespDTO> spuMap = convertMap(productSpuApi.getSpuList(spuIds), ProductSpuRespDTO::getId);
+        // 拼接返回
+        return success(BeanUtils.toBean(pageResult, ProductStatisticsRespVO.class,
+                // 拼接商品信息
+                item -> Optional.ofNullable(spuMap.get(item.getSpuId())).ifPresent(spu -> {
+                    item.setName(spu.getName());
+                    item.setPicUrl(spu.getPicUrl());
+                })));
+    }
+
+}

yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/product/vo/ProductStatisticsReqVO.java

@@ -0,0 +1,25 @@
+package cn.iocoder.yudao.module.statistics.controller.admin.product.vo;
+
+import io.swagger.v3.oas.annotations.media.Schema;
+import lombok.AllArgsConstructor;
+import lombok.Data;
+import lombok.NoArgsConstructor;
+import lombok.ToString;
+import org.springframework.format.annotation.DateTimeFormat;
+
+import java.time.LocalDateTime;
+
+import static cn.iocoder.yudao.framework.common.util.date.DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND;
+
+@Schema(description = "管理后台 - 商品统计分析 Request VO")
+@Data
+@ToString(callSuper = true)
+@AllArgsConstructor
+@NoArgsConstructor
+public class ProductStatisticsReqVO {
+
+    @Schema(description = "统计时间范围", example = "[2022-07-01 00:00:00, 2022-07-01 23:59:59]")
+    @DateTimeFormat(pattern = FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND)
+    private LocalDateTime[] times;
+
+}

yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/product/vo/ProductStatisticsRespVO.java

@@ -0,0 +1,81 @@
+package cn.iocoder.yudao.module.statistics.controller.admin.product.vo;
+
+import com.alibaba.excel.annotation.ExcelIgnoreUnannotated;
+import com.alibaba.excel.annotation.ExcelProperty;
+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;
+
+@Schema(description = "管理后台 - 商品统计 Response VO")
+@Data
+@ExcelIgnoreUnannotated
+public class ProductStatisticsRespVO {
+
+    @Schema(description = "编号，主键自增", requiredMode = Schema.RequiredMode.REQUIRED, example = "12393")
+    private Long id;
+
+    @Schema(description = "统计日期", requiredMode = Schema.RequiredMode.REQUIRED, example = "2023-12-16")
+    @JsonFormat(pattern = FORMAT_YEAR_MONTH_DAY)
+    @ExcelProperty("统计日期")
+    private LocalDate time;
+
+    @Schema(description = "商品SPU编号", requiredMode = Schema.RequiredMode.REQUIRED, example = "15114")
+    @ExcelProperty("商品SPU编号")
+    private Long spuId;
+
+    //region 商品信息
+
+    @Schema(description = "商品名称", requiredMode = Schema.RequiredMode.REQUIRED, example = "商品名称")
+    @ExcelProperty("商品名称")
+    private String name;
+
+    @Schema(description = "商品封面图", requiredMode = Schema.RequiredMode.REQUIRED, example = "15114")
+    @ExcelProperty("商品封面图")
+    private String picUrl;
+
+    //endregion
+
+    @Schema(description = "浏览量", requiredMode = Schema.RequiredMode.REQUIRED, example = "17505")
+    @ExcelProperty("浏览量")
+    private Integer browseCount;
+
+    @Schema(description = "访客量", requiredMode = Schema.RequiredMode.REQUIRED, example = "11814")
+    @ExcelProperty("访客量")
+    private Integer browseUserCount;
+
+    @Schema(description = "收藏数量", requiredMode = Schema.RequiredMode.REQUIRED, example = "20950")
+    @ExcelProperty("收藏数量")
+    private Integer favoriteCount;
+
+    @Schema(description = "加购数量", requiredMode = Schema.RequiredMode.REQUIRED, example = "28493")
+    @ExcelProperty("加购数量")
+    private Integer cartCount;
+
+    @Schema(description = "下单件数", requiredMode = Schema.RequiredMode.REQUIRED, example = "18966")
+    @ExcelProperty("下单件数")
+    private Integer orderCount;
+
+    @Schema(description = "支付件数", requiredMode = Schema.RequiredMode.REQUIRED, example = "15142")
+    @ExcelProperty("支付件数")
+    private Integer orderPayCount;
+
+    @Schema(description = "支付金额，单位：分", requiredMode = Schema.RequiredMode.REQUIRED, example = "11595")
+    @ExcelProperty("支付金额，单位：分")
+    private Integer orderPayPrice;
+
+    @Schema(description = "退款件数", requiredMode = Schema.RequiredMode.REQUIRED, example = "2591")
+    @ExcelProperty("退款件数")
+    private Integer afterSaleCount;
+
+    @Schema(description = "退款金额，单位：分", requiredMode = Schema.RequiredMode.REQUIRED, example = "21709")
+    @ExcelProperty("退款金额，单位：分")
+    private Integer afterSaleRefundPrice;
+
+    @Schema(description = "访客支付转化率（百分比）", requiredMode = Schema.RequiredMode.REQUIRED, example = "15")
+    private Integer browseConvertPercent;
+
+}

yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/trade/TradeStatisticsController.java

@@ -18,6 +18,9 @@ import cn.iocoder.yudao.module.trade.enums.delivery.DeliveryTypeEnum;
 import cn.iocoder.yudao.module.trade.enums.order.TradeOrderStatusEnum;
 import io.swagger.v3.oas.annotations.Operation;
 import io.swagger.v3.oas.annotations.tags.Tag;
+import jakarta.annotation.Resource;
+import jakarta.servlet.http.HttpServletResponse;
+import jakarta.validation.Valid;
 import lombok.extern.slf4j.Slf4j;
 import org.springframework.security.access.prepost.PreAuthorize;
 import org.springframework.validation.annotation.Validated;
@@ -25,9 +28,6 @@ import org.springframework.web.bind.annotation.GetMapping;
 import org.springframework.web.bind.annotation.RequestMapping;
 import org.springframework.web.bind.annotation.RestController;
 
-import jakarta.annotation.Resource;
-import jakarta.servlet.http.HttpServletResponse;
-import jakarta.validation.Valid;
 import java.io.IOException;
 import java.util.List;
 
@@ -67,13 +67,11 @@ public class TradeStatisticsController {
         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("/analyse")
-    @GetMapping("/trend/summary")
     @Operation(summary = "获得交易状况统计")
     @PreAuthorize("@ss.hasPermission('statistics:trade:query')")
-    public CommonResult<DataComparisonRespVO<TradeTrendSummaryRespVO>> getTradeTrendSummaryComparison(
+    public CommonResult<DataComparisonRespVO<TradeTrendSummaryRespVO>> getTradeStatisticsAnalyse(TradeTrendReqVO reqVO) {
-            TradeTrendReqVO reqVO) {
+        return success(tradeStatisticsService.getTradeStatisticsAnalyse(ArrayUtil.get(reqVO.getTimes(), 0),
-        return success(tradeStatisticsService.getTradeTrendSummaryComparison(ArrayUtil.get(reqVO.getTimes(), 0),
                 ArrayUtil.get(reqVO.getTimes(), 1)));
     }
 

yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/controller/admin/trade/vo/TradeTrendSummaryRespVO.java

@@ -12,7 +12,7 @@ import static cn.iocoder.yudao.framework.common.util.date.DateUtils.FORMAT_YEAR_
 @Data
 public class TradeTrendSummaryRespVO {
 
-    @Schema(description = "日期", requiredMode = Schema.RequiredMode.REQUIRED, example = "1024")
+    @Schema(description = "日期", requiredMode = Schema.RequiredMode.REQUIRED, example = "2023-12-16")
     @JsonFormat(pattern = FORMAT_YEAR_MONTH_DAY)
     private LocalDate date;
 

yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/dal/dataobject/product/ProductStatisticsDO.java

@@ -0,0 +1,80 @@
+package cn.iocoder.yudao.module.statistics.dal.dataobject.product;
+
+import cn.iocoder.yudao.framework.mybatis.core.dataobject.BaseDO;
+import com.baomidou.mybatisplus.annotation.KeySequence;
+import com.baomidou.mybatisplus.annotation.TableId;
+import com.baomidou.mybatisplus.annotation.TableName;
+import lombok.*;
+
+import java.time.LocalDate;
+
+/**
+ * 商品统计 DO
+ *
+ * @author owen
+ */
+@TableName("product_statistics")
+@KeySequence("product_statistics_seq") // 用于 Oracle、PostgreSQL、Kingbase、DB2、H2 数据库的主键自增。如果是 MySQL 等数据库，可不写。
+@Data
+@EqualsAndHashCode(callSuper = true)
+@ToString(callSuper = true)
+@Builder
+@NoArgsConstructor
+@AllArgsConstructor
+public class ProductStatisticsDO extends BaseDO {
+
+    /**
+     * 编号，主键自增
+     */
+    @TableId
+    private Long id;
+    /**
+     * 统计日期
+     */
+    private LocalDate time;
+    /**
+     * 商品SPU编号
+     */
+    private Long spuId;
+    /**
+     * 浏览量
+     */
+    private Integer browseCount;
+    /**
+     * 访客量
+     */
+    private Integer browseUserCount;
+    /**
+     * 收藏数量
+     */
+    private Integer favoriteCount;
+    /**
+     * 加购数量
+     */
+    private Integer cartCount;
+    /**
+     * 下单件数
+     */
+    private Integer orderCount;
+    /**
+     * 支付件数
+     */
+    private Integer orderPayCount;
+    /**
+     * 支付金额，单位：分
+     */
+    private Integer orderPayPrice;
+    /**
+     * 退款件数
+     */
+    private Integer afterSaleCount;
+    /**
+     * 退款金额，单位：分
+     */
+    private Integer afterSaleRefundPrice;
+    /**
+     * 访客支付转化率（百分比）
+     */
+    private Integer browseConvertPercent;
+
+}

yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/dal/mysql/product/ProductStatisticsMapper.java

@@ -0,0 +1,60 @@
+package cn.iocoder.yudao.module.statistics.dal.mysql.product;
+
+import cn.iocoder.yudao.framework.common.pojo.PageResult;
+import cn.iocoder.yudao.framework.common.pojo.SortablePageParam;
+import cn.iocoder.yudao.framework.mybatis.core.mapper.BaseMapperX;
+import cn.iocoder.yudao.framework.mybatis.core.query.MPJLambdaWrapperX;
+import cn.iocoder.yudao.module.statistics.controller.admin.product.vo.ProductStatisticsReqVO;
+import cn.iocoder.yudao.module.statistics.controller.admin.product.vo.ProductStatisticsRespVO;
+import cn.iocoder.yudao.module.statistics.dal.dataobject.product.ProductStatisticsDO;
+import org.apache.ibatis.annotations.Mapper;
+
+import java.util.List;
+
+/**
+ * 商品统计 Mapper
+ *
+ * @author owen
+ */
+@Mapper
+public interface ProductStatisticsMapper extends BaseMapperX<ProductStatisticsDO> {
+
+    default PageResult<ProductStatisticsDO> selectPageGroupBySpuId(ProductStatisticsReqVO reqVO, SortablePageParam pageParam) {
+        return selectPage(pageParam, buildWrapper(reqVO)
+                .groupBy(ProductStatisticsDO::getSpuId)
+                .select(ProductStatisticsDO::getSpuId)
+        );
+    }
+
+    default List<ProductStatisticsDO> selectListByTimeBetween(ProductStatisticsReqVO reqVO) {
+        return selectList(buildWrapper(reqVO)
+                .groupBy(ProductStatisticsDO::getTime)
+                .select(ProductStatisticsDO::getTime));
+    }
+
+    default ProductStatisticsRespVO selectVoByTimeBetween(ProductStatisticsReqVO reqVO) {
+        return selectJoinOne(ProductStatisticsRespVO.class, buildWrapper(reqVO));
+    }
+
+    /**
+     * 构建 LambdaWrapper
+     *
+     * @param reqVO 查询参数
+     * @return LambdaWrapper
+     */
+    private static MPJLambdaWrapperX<ProductStatisticsDO> buildWrapper(ProductStatisticsReqVO reqVO) {
+        return new MPJLambdaWrapperX<ProductStatisticsDO>()
+                .betweenIfPresent(ProductStatisticsDO::getTime, reqVO.getTimes())
+                .selectSum(ProductStatisticsDO::getBrowseCount)
+                .selectSum(ProductStatisticsDO::getBrowseUserCount)
+                .selectSum(ProductStatisticsDO::getFavoriteCount)
+                .selectSum(ProductStatisticsDO::getCartCount)
+                .selectSum(ProductStatisticsDO::getOrderCount)
+                .selectSum(ProductStatisticsDO::getOrderPayCount)
+                .selectSum(ProductStatisticsDO::getOrderPayPrice)
+                .selectSum(ProductStatisticsDO::getAfterSaleCount)
+                .selectSum(ProductStatisticsDO::getAfterSaleRefundPrice)
+                .selectAvg(ProductStatisticsDO::getBrowseConvertPercent);
+    }
+
+}

yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/product/ProductStatisticsService.java

@@ -0,0 +1,52 @@
+package cn.iocoder.yudao.module.statistics.service.product;
+
+import cn.iocoder.yudao.framework.common.pojo.PageResult;
+import cn.iocoder.yudao.framework.common.pojo.SortablePageParam;
+import cn.iocoder.yudao.module.statistics.controller.admin.common.vo.DataComparisonRespVO;
+import cn.iocoder.yudao.module.statistics.controller.admin.product.vo.ProductStatisticsReqVO;
+import cn.iocoder.yudao.module.statistics.controller.admin.product.vo.ProductStatisticsRespVO;
+import cn.iocoder.yudao.module.statistics.dal.dataobject.product.ProductStatisticsDO;
+
+import java.util.List;
+
+/**
+ * 商品统计 Service 接口
+ *
+ * @author owen
+ */
+public interface ProductStatisticsService {
+
+    /**
+     * 创建商品统计
+     *
+     * @param entity 创建信息
+     * @return 编号
+     */
+    Long createProductStatistics(ProductStatisticsDO entity);
+
+    /**
+     * 获得商品统计排行榜分页
+     *
+     * @param reqVO     查询条件
+     * @param pageParam 分页排序查询
+     * @return 商品统计分页
+     */
+    PageResult<ProductStatisticsDO> getProductStatisticsRankPage(ProductStatisticsReqVO reqVO, SortablePageParam pageParam);
+
+    /**
+     * 获得商品状况统计分析
+     *
+     * @param reqVO 查询条件
+     * @return 统计数据对照
+     */
+    DataComparisonRespVO<ProductStatisticsRespVO> getProductStatisticsAnalyse(ProductStatisticsReqVO reqVO);
+
+    /**
+     * 获得商品状况明细
+     *
+     * @param reqVO 查询条件
+     * @return 统计数据对照
+     */
+    List<ProductStatisticsDO> getProductStatisticsList(ProductStatisticsReqVO reqVO);
+
+}

yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/product/ProductStatisticsServiceImpl.java

@@ -0,0 +1,72 @@
+package cn.iocoder.yudao.module.statistics.service.product;
+
+import cn.hutool.core.util.ArrayUtil;
+import cn.hutool.core.util.ObjUtil;
+import cn.iocoder.yudao.framework.common.pojo.PageResult;
+import cn.iocoder.yudao.framework.common.pojo.SortablePageParam;
+import cn.iocoder.yudao.framework.mybatis.core.util.MyBatisUtils;
+import cn.iocoder.yudao.module.statistics.controller.admin.common.vo.DataComparisonRespVO;
+import cn.iocoder.yudao.module.statistics.controller.admin.product.vo.ProductStatisticsReqVO;
+import cn.iocoder.yudao.module.statistics.controller.admin.product.vo.ProductStatisticsRespVO;
+import cn.iocoder.yudao.module.statistics.dal.dataobject.product.ProductStatisticsDO;
+import cn.iocoder.yudao.module.statistics.dal.mysql.product.ProductStatisticsMapper;
+import jakarta.annotation.Resource;
+import org.springframework.stereotype.Service;
+import org.springframework.validation.annotation.Validated;
+
+import java.time.Duration;
+import java.time.LocalDateTime;
+import java.util.List;
+
+
+/**
+ * 商品统计 Service 实现类
+ *
+ * @author owen
+ */
+@Service
+@Validated
+public class ProductStatisticsServiceImpl implements ProductStatisticsService {
+
+    @Resource
+    private ProductStatisticsMapper productStatisticsMapper;
+
+    @Override
+    public Long createProductStatistics(ProductStatisticsDO entity) {
+        // 计算 访客支付转化率（百分比）
+        if (entity.getBrowseUserCount() != null && ObjUtil.notEqual(entity.getBrowseUserCount(), 0)) {
+            entity.setBrowseConvertPercent(100 * entity.getOrderPayCount() / entity.getBrowseUserCount());
+        }
+        // 插入
+        productStatisticsMapper.insert(entity);
+        // 返回
+        return entity.getId();
+    }
+
+    @Override
+    public PageResult<ProductStatisticsDO> getProductStatisticsRankPage(ProductStatisticsReqVO reqVO, SortablePageParam pageParam) {
+        // 默认浏览量倒序
+        MyBatisUtils.buildDefaultSortingField(pageParam, ProductStatisticsDO::getBrowseCount);
+        return productStatisticsMapper.selectPageGroupBySpuId(reqVO, pageParam);
+    }
+
+    @Override
+    public DataComparisonRespVO<ProductStatisticsRespVO> getProductStatisticsAnalyse(ProductStatisticsReqVO reqVO) {
+        LocalDateTime beginTime = ArrayUtil.get(reqVO.getTimes(), 0);
+        LocalDateTime endTime = ArrayUtil.get(reqVO.getTimes(), 1);
+
+        // 统计数据
+        ProductStatisticsRespVO value = productStatisticsMapper.selectVoByTimeBetween(reqVO);
+        // 对照数据
+        LocalDateTime referenceBeginTime = beginTime.minus(Duration.between(beginTime, endTime));
+        ProductStatisticsReqVO referenceReqVO = new ProductStatisticsReqVO(new LocalDateTime[]{referenceBeginTime, beginTime});
+        ProductStatisticsRespVO reference = productStatisticsMapper.selectVoByTimeBetween(referenceReqVO);
+        return new DataComparisonRespVO<>(value, reference);
+    }
+
+    @Override
+    public List<ProductStatisticsDO> getProductStatisticsList(ProductStatisticsReqVO reqVO) {
+        return productStatisticsMapper.selectListByTimeBetween(reqVO);
+    }
+
+}

yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/trade/TradeStatisticsService.java

@@ -20,7 +20,7 @@ public interface TradeStatisticsService {
      *
      * @return 统计数据对照
      */
-    DataComparisonRespVO<TradeTrendSummaryRespVO> getTradeTrendSummaryComparison(
+    DataComparisonRespVO<TradeTrendSummaryRespVO> getTradeStatisticsAnalyse(
             LocalDateTime beginTime, LocalDateTime endTime);
 
     /**

yudao-module-mall/yudao-module-statistics-biz/src/main/java/cn/iocoder/yudao/module/statistics/service/trade/TradeStatisticsServiceImpl.java

@@ -60,7 +60,7 @@ public class TradeStatisticsServiceImpl implements TradeStatisticsService {
     }
 
     @Override
-    public DataComparisonRespVO<TradeTrendSummaryRespVO> getTradeTrendSummaryComparison(LocalDateTime beginTime,
+    public DataComparisonRespVO<TradeTrendSummaryRespVO> getTradeStatisticsAnalyse(LocalDateTime beginTime,
                                                                                         LocalDateTime endTime) {
         // 统计数据
         TradeTrendSummaryRespVO value = tradeStatisticsMapper.selectVoByTimeBetween(beginTime, endTime);