实现“用户转化漏斗统计”

src/main/java/com/ycwl/basic/controller/mobile/AppStatisticsController.java

@@ -1,9 +1,7 @@
 package com.ycwl.basic.controller.mobile;
 
-import com.ycwl.basic.model.mobile.statistic.AppSta1VO;
-import com.ycwl.basic.model.mobile.statistic.AppSta2VO;
-import com.ycwl.basic.model.mobile.statistic.AppSta3VO;
-import com.ycwl.basic.model.mobile.statistic.CommonQueryReq;
+import com.ycwl.basic.annotation.IgnoreToken;
+import com.ycwl.basic.model.mobile.statistic.*;
 import com.ycwl.basic.service.mobile.AppStatisticsService;
 import com.ycwl.basic.utils.ApiResponse;
 import io.swagger.annotations.Api;
@@ -26,6 +24,7 @@ public class AppStatisticsController {
 
     @ApiOperation("支付订单金额、预览_支付转化率、扫码_付费用户转化率")
     @PostMapping("/one")
+    @IgnoreToken
     public ApiResponse<AppSta1VO> oneStatistics(@RequestBody CommonQueryReq query) {
 
         return statisticsService.oneStatistics(query);
@@ -33,6 +32,7 @@ public class AppStatisticsController {
 
     @ApiOperation("支付订单数、现场订单数、推送订单数统计")
     @PostMapping("/two")
+    @IgnoreToken
     public ApiResponse<AppSta2VO> twoStatistics(@RequestBody CommonQueryReq query) {
 
         return statisticsService.twoStatistics(query);
@@ -40,9 +40,24 @@ public class AppStatisticsController {
 
     @ApiOperation("扫码访问人数、推送订阅人数、预览视频人数统计")
     @PostMapping("/free")
+    @IgnoreToken
     public ApiResponse<AppSta3VO> freeStatistics(@RequestBody CommonQueryReq query) {
 
         return statisticsService.freeStatistics(query);
     }
 
+    @ApiOperation("用户转化漏斗")
+    @PostMapping("/userConversionFunnel")
+    @IgnoreToken
+    public ApiResponse<AppStatisticsFunnelVO> userConversionFunnel(@RequestBody CommonQueryReq query) {
+
+        return statisticsService.userConversionFunnel(query);
+    }
+
+    @ApiOperation("统计数据记录")
+    @PostMapping("/statistics")
+    public ApiResponse statistics() {
+        return null;
+    }
+
 }

src/main/java/com/ycwl/basic/mapper/StatisticsMapper.java

@@ -23,47 +23,65 @@ public interface StatisticsMapper {
      * @param query
      * @return
      */
-    int countPreviewOfMember(CommonQueryReq query);
+    Integer countPreviewVideoOfMember(CommonQueryReq query);
 
     /**
      * 统计扫码访问人数
      * @param query
      * @return
      */
-    int countScanCodeOfMember(CommonQueryReq query);
+    Integer countScanCodeOfMember(CommonQueryReq query);
 
     /**
      * 统计点击购买人数
      * @param query
      * @return
      */
-    int countClickPayOfMember(CommonQueryReq query);
+    Integer countClickPayOfMember(CommonQueryReq query);
 
     /**
      * 统计付费人数
      * @param query
      * @return
      */
-    int countPayOfMember(CommonQueryReq query);
+    Integer countPayOfMember(CommonQueryReq query);
 
     /**
      * 统计现场支付订单数
      * @param query
      * @return
      */
-    int countSceneOrderNum(CommonQueryReq query);
+    Integer countSceneOrderNum(CommonQueryReq query);
 
     /**
      * 统计推送支付订单数
      * @param query
      * @return
      */
-    int countPushOrderNum(CommonQueryReq query);
+    Integer countPushOrderNum(CommonQueryReq query);
 
     /**
      * 统计推送订阅人数
      * @param query
      * @return
      */
-    int countPushOfMember(CommonQueryReq query);
+    Integer countPushOfMember(CommonQueryReq query);
+
+    Integer countCameraShotOfMember(CommonQueryReq query);
+
+    Integer countUploadFaceOfMember(CommonQueryReq query);
+
+    Integer countCompleteVideoOfMember(CommonQueryReq query);
+
+    Integer countTotalVisitorOfMember(CommonQueryReq query);
+
+    Integer countCompleteOfVideo(CommonQueryReq query);
+
+    Integer countPreviewOfVideo(CommonQueryReq query);
+
+    Integer countPayOfOrder(CommonQueryReq query);
+
+    Integer countRefundOfOrder(CommonQueryReq query);
+
+    BigDecimal countRefundAmount(CommonQueryReq query);
 }

src/main/java/com/ycwl/basic/model/mobile/statistic/AppStatisticsFunnelVO.java

@@ -0,0 +1,60 @@
+package com.ycwl.basic.model.mobile.statistic;
+
+import io.swagger.annotations.ApiModel;
+import io.swagger.annotations.ApiModelProperty;
+import lombok.Data;
+
+/**
+ * @Author：longbinbin
+ * @Date：2024/12/12 16:24
+ */
+@Data
+@ApiModel("移动端用户转化漏斗")
+public class AppStatisticsFunnelVO {
+
+    @ApiModelProperty("镜头检测游客数")
+    private Integer cameraShotOfMemberNum;
+    @ApiModelProperty("镜头检测游客数_扫码访问人数_转化率")
+    private String csom_scaom;
+    @ApiModelProperty("扫码访问人数")
+    private Integer scanCodeVisitorOfMemberNum;
+    @ApiModelProperty("扫码访问人数_上传头像人数_转化率")
+    private String scaom_ufom;
+    @ApiModelProperty("上传头像（人脸）人数")
+    private Integer uploadFaceOfMemberNum;
+    @ApiModelProperty("上传头像人数_推送订阅人数_转化率")
+    private String ufom_pom;
+    @ApiModelProperty("推送订阅人数")
+    private Integer pushOfMemberNum;
+    @ApiModelProperty("推送订阅人数_生成视频人数_转化率")
+    private String pom_cvom;
+    @ApiModelProperty("生成视频人数")
+    private Integer completeVideoOfMemberNum;
+    @ApiModelProperty("生成视频人数_预览视频人数_转化率")
+    private String cvom_pvom;
+    @ApiModelProperty("预览视频人数")
+    private Integer previewVideoOfMemberNum;
+    @ApiModelProperty("预览视频人数_点击购买人数_转化率")
+    private String pvom_cpom;
+    @ApiModelProperty("点击购买人数")
+    private Integer clickOnPayOfMemberNum;
+    @ApiModelProperty("点击购买人数_支付订单人数_转化率")
+    private String cpom_pom;
+    @ApiModelProperty("支付订单人数")
+    private Integer payOfMemberNum;
+
+    @ApiModelProperty("总访问人数")
+    private Integer totalVisitorOfMemberNum;
+    @ApiModelProperty("生成视频条数")
+    private Integer completeOfVideoNum;
+    @ApiModelProperty("预览视频条数")
+    private Integer previewOfVideoNum;
+    @ApiModelProperty("支付订单数")
+    private Integer payOfOrderNum;
+    @ApiModelProperty("支付订单金额")
+    private String payOfOrderAmount;
+    @ApiModelProperty("退款订单数")
+    private Integer refundOfOrderNum;
+    @ApiModelProperty("退款订单金额")
+    private String refundOfOrderAmount;
+}

src/main/java/com/ycwl/basic/service/impl/mobile/AppStatisticsServiceImpl.java

@@ -1,10 +1,7 @@
 package com.ycwl.basic.service.impl.mobile;
 
 import com.ycwl.basic.mapper.StatisticsMapper;
-import com.ycwl.basic.model.mobile.statistic.AppSta1VO;
-import com.ycwl.basic.model.mobile.statistic.AppSta2VO;
-import com.ycwl.basic.model.mobile.statistic.AppSta3VO;
-import com.ycwl.basic.model.mobile.statistic.CommonQueryReq;
+import com.ycwl.basic.model.mobile.statistic.*;
 import com.ycwl.basic.service.mobile.AppStatisticsService;
 import com.ycwl.basic.utils.ApiResponse;
 import com.ycwl.basic.utils.DateUtils;
@@ -114,6 +111,110 @@ public class AppStatisticsServiceImpl implements AppStatisticsService {
         return ApiResponse.success(vo);
     }
 
+    @Override
+    public ApiResponse<AppStatisticsFunnelVO> userConversionFunnel(CommonQueryReq query) {
+        AppStatisticsFunnelVO vo = new AppStatisticsFunnelVO();
+        if(query.getEndTime()==null && query.getStartTime()==null){
+            // 没有传时间，则代表用户没有自定义查询时间，使用standard来判断查询时间范围
+            Integer standard = query.getStandard();
+            if(standard==null){
+                query.setStandard(0);
+            }
+            //获取当前周期的具体时间范围
+            standardToNewSpecificTime(query);
+        }
+
+
+
+        //镜头检测游客数
+        Integer cameraShotOfMemberNum=statisticsMapper.countCameraShotOfMember(query);
+        //扫码访问人数
+        Integer scanCodeVisitorOfMemberNum=statisticsMapper.countScanCodeOfMember(query);
+        //镜头检测游客数_扫码访问人数_转化率
+        vo.setCsom_scaom(calculateConversionRate(scanCodeVisitorOfMemberNum,cameraShotOfMemberNum));
+        //上传头像（人脸）人数
+        Integer uploadFaceOfMemberNum=statisticsMapper.countUploadFaceOfMember(query);
+        //扫码访问人数_上传头像人数_转化率
+        vo.setScaom_ufom(calculateConversionRate(uploadFaceOfMemberNum,scanCodeVisitorOfMemberNum));
+        //推送订阅人数
+        Integer pushOfMemberNum =statisticsMapper.countPushOfMember(query);
+        //上传头像人数_推送订阅人数_转化率
+        vo.setUfom_pom((calculateConversionRate(pushOfMemberNum,uploadFaceOfMemberNum)));
+        //生成视频人数
+        Integer completeVideoOfMemberNum =statisticsMapper.countCompleteVideoOfMember(query);
+        //推送订阅人数_生成视频人数_转化率
+        vo.setPom_cvom((calculateConversionRate(completeVideoOfMemberNum,pushOfMemberNum)));
+        //预览视频人数
+        Integer previewVideoOfMemberNum =statisticsMapper.countPreviewVideoOfMember(query);
+        //生成视频人数_预览视频人数_转化率
+        vo.setCvom_pvom((calculateConversionRate(previewVideoOfMemberNum,completeVideoOfMemberNum)));
+        //点击购买人数
+        Integer clickOnPayOfMemberNum =statisticsMapper.countClickPayOfMember(query);
+        //预览视频人数_点击购买人数_转化率
+        vo.setPvom_cpom((calculateConversionRate(clickOnPayOfMemberNum,previewVideoOfMemberNum)));
+        //支付订单人数
+        Integer payOfMemberNum =statisticsMapper.countPayOfMember(query);
+        //点击购买人数_支付订单人数_转化率
+        vo.setCpom_pom((calculateConversionRate(payOfMemberNum,clickOnPayOfMemberNum)));
+        //总访问人数
+        //TODO 2024/12/12 17:56 目前只有扫码访问的方式，所以这里总访问人数先等于扫码访问人数
+//        Integer totalVisitorOfMemberNum =statisticsMapper.countTotalVisitorOfMember(query);
+        Integer totalVisitorOfMemberNum =scanCodeVisitorOfMemberNum;
+        //生成视频条数
+        Integer completeOfVideoNum =statisticsMapper.countCompleteOfVideo(query);
+        //预览视频条数
+        Integer previewOfVideoNum =statisticsMapper.countPreviewOfVideo(query);
+        //支付订单数
+        Integer payOfOrderNum =statisticsMapper.countPayOfOrder(query);
+        //支付订单金额
+        BigDecimal payOfOrderAmount =statisticsMapper.countOrderAmount(query);
+        //退款订单数
+        Integer refundOfOrderNum =statisticsMapper.countRefundOfOrder(query);
+        //退款订单金额
+        BigDecimal refundOfOrderAmount =statisticsMapper.countRefundAmount(query);
+
+        vo.setCameraShotOfMemberNum(cameraShotOfMemberNum);
+        vo.setScanCodeVisitorOfMemberNum(scanCodeVisitorOfMemberNum);
+        vo.setUploadFaceOfMemberNum(uploadFaceOfMemberNum);
+        vo.setPushOfMemberNum(pushOfMemberNum);
+        vo.setCompleteVideoOfMemberNum(completeVideoOfMemberNum);
+        vo.setPreviewVideoOfMemberNum(previewVideoOfMemberNum);
+        vo.setClickOnPayOfMemberNum(clickOnPayOfMemberNum);
+        vo.setPayOfMemberNum(payOfMemberNum);
+
+        //转化率格式
+        DecimalFormat df = new DecimalFormat("0.0");
+
+        vo.setTotalVisitorOfMemberNum(totalVisitorOfMemberNum);
+        vo.setCompleteOfVideoNum(completeOfVideoNum);
+        vo.setPreviewOfVideoNum(previewOfVideoNum);
+        vo.setPayOfOrderNum(payOfOrderNum);
+        vo.setPayOfOrderAmount(df.format(payOfOrderAmount.setScale(2, RoundingMode.HALF_UP)));
+        vo.setRefundOfOrderNum(refundOfOrderNum);
+        vo.setRefundOfOrderAmount(df.format(refundOfOrderAmount.setScale(2, RoundingMode.HALF_UP)));
+
+        return ApiResponse.success(vo);
+    }
+
+    /**
+     *
+     * @param num1
+     * @param num2
+     * @return
+     */
+    private String calculateConversionRate(Integer num1,Integer num2){
+        //转化率格式
+        DecimalFormat df = new DecimalFormat("0.00");
+        if(num2==0){
+            return "0.00";
+        }else {
+            BigDecimal result = new BigDecimal(num1).divide(new BigDecimal(num2), 4, RoundingMode.HALF_UP).multiply(new BigDecimal(100));
+            return df.format(result);
+        }
+    }
+
+
+
     /**
      *
      * @param cycle 周期 1当前 2往期
@@ -126,7 +227,7 @@ public class AppStatisticsServiceImpl implements AppStatisticsService {
         //查询推送订阅人数
         int pushNum=statisticsMapper.countPushOfMember(query);
         // 查询预览视频人数
-        Integer previewNum=statisticsMapper.countPreviewOfMember(query);
+        Integer previewNum=statisticsMapper.countPreviewVideoOfMember(query);
 
         if(cycle==1){
             //当前周期的扫码访问人数
@@ -190,7 +291,7 @@ public class AppStatisticsServiceImpl implements AppStatisticsService {
         // 计算当前周期的支付订单金额
         BigDecimal orderAmount=statisticsMapper.countOrderAmount(query).setScale(2, RoundingMode.HALF_UP);
         //查询预览视频人数
-        int preview=statisticsMapper.countPreviewOfMember(query);
+        int preview=statisticsMapper.countPreviewVideoOfMember(query);
         //查询扫码人数
         int scanCode=statisticsMapper.countScanCodeOfMember(query);
         //查询付费人数
@@ -211,7 +312,7 @@ public class AppStatisticsServiceImpl implements AppStatisticsService {
             }
         }else if(cycle==2){
             //上一个周期的支付订单金额
-            vo.setNowOrderAmount(orderAmountDf.format(orderAmount));
+            vo.setPreviousOrderAmount(orderAmountDf.format(orderAmount));
             // 计算预览_支付转化率
             if(pay==0){
                 vo.setPreviousPreviewPay("0.00");

src/main/java/com/ycwl/basic/service/mobile/AppStatisticsService.java

@@ -1,9 +1,6 @@
 package com.ycwl.basic.service.mobile;
 
-import com.ycwl.basic.model.mobile.statistic.AppSta1VO;
-import com.ycwl.basic.model.mobile.statistic.AppSta2VO;
-import com.ycwl.basic.model.mobile.statistic.AppSta3VO;
-import com.ycwl.basic.model.mobile.statistic.CommonQueryReq;
+import com.ycwl.basic.model.mobile.statistic.*;
 import com.ycwl.basic.utils.ApiResponse;
 
 /**
@@ -17,4 +14,6 @@ public interface AppStatisticsService {
     ApiResponse<AppSta2VO> twoStatistics(CommonQueryReq query);
 
     ApiResponse<AppSta3VO> freeStatistics(CommonQueryReq query);
+
+    ApiResponse<AppStatisticsFunnelVO> userConversionFunnel(CommonQueryReq query);
 }

src/main/resources/mapper/pc/StatisticsMapper.xml

@@ -6,95 +6,242 @@
         from `order`
         where
             status = 1 and scenic_id = #{scenicId}
-            <if test="startTime!= null and startTime!= ''">
+            <if test="startTime!= null">
                 and create_at >= #{startTime}
             </if>
-            <if test="endTime!= null and endTime!= ''">
+            <if test="endTime!= null">
                 and create_at &lt;= #{endTime}
             </if>
     </select>
-    <select id="countPreviewOfMember" resultType="java.lang.Integer">
-        select ifnull(count(1),0) as count
-        from statistics
-        where type=2 and scenic_id = #{scenicId}
-        <if test="startTime!= null and startTime!= ''">
-            and create_time >= #{startTime}
-        </if>
-        <if test="endTime!= null and endTime!= ''">
-            and create_time &lt;= #{endTime}
-        </if>
-        group by member_id
+    <select id="countPreviewVideoOfMember" resultType="java.lang.Integer">
+        SELECT
+        IFNULL(SUM(count), 0) AS count
+        FROM (
+            select count(1) as count
+            from statistics
+            where type=2 and scenic_id = #{scenicId}
+            <if test="startTime!= null">
+                and create_time >= #{startTime}
+            </if>
+            <if test="endTime!= null">
+                and create_time &lt;= #{endTime}
+            </if>
+            group by member_id
+        )a
     </select>
     <select id="countScanCodeOfMember" resultType="java.lang.Integer">
-        select ifnull(count(1),0) as count
-        from statistics
-        where type=0 and scenic_id = #{scenicId}
-        <if test="startTime!= null and startTime!= ''">
-            and create_time >= #{startTime}
-        </if>
-        <if test="endTime!= null and endTime!= ''">
-            and create_time &lt;= #{endTime}
-        </if>
-        group by member_id
+        SELECT
+        IFNULL(SUM(count), 0) AS count
+        FROM (
+            select count(1) as count
+            from statistics
+            where type=0 and scenic_id = #{scenicId}
+            <if test="startTime!= null">
+                and create_time >= #{startTime}
+            </if>
+            <if test="endTime!= null">
+                and create_time &lt;= #{endTime}
+            </if>
+            group by member_id
+        ) AS subquery;
     </select>
     <select id="countClickPayOfMember" resultType="java.lang.Integer">
-        select ifnull(count(1),0) as count
-        from statistics
-        where type=9 and scenic_id = #{scenicId}
-        <if test="startTime!= null and startTime!= ''">
-            and create_time >= #{startTime}
-        </if>
-        <if test="endTime!= null and endTime!= ''">
-            and create_time &lt;= #{endTime}
-        </if>
-        group by member_id
+        SELECT
+        IFNULL(SUM(count), 0) AS count
+        FROM (
+            select count(1) as count
+            from statistics
+            where type=9 and scenic_id = #{scenicId}
+            <if test="startTime!= null">
+                and create_time >= #{startTime}
+            </if>
+            <if test="endTime!= null">
+                and create_time &lt;= #{endTime}
+            </if>
+            group by member_id
+        )a
     </select>
     <select id="countPayOfMember" resultType="java.lang.Integer">
-        select ifnull(count(1),0) as count
-        from statistics
-        where type in(3,4) and scenic_id = #{scenicId}
-        <if test="startTime!= null and startTime!= ''">
-            and create_time >= #{startTime}
-        </if>
-        <if test="endTime!= null and endTime!= ''">
-            and create_time &lt;= #{endTime}
-        </if>
-        group by member_id
+        SELECT
+        IFNULL(SUM(count), 0) AS count
+        FROM (
+        select count(1) as count
+            from statistics
+            where type in(3,4) and scenic_id = #{scenicId}
+            <if test="startTime!= null">
+                and create_time >= #{startTime}
+            </if>
+            <if test="endTime!= null">
+                and create_time &lt;= #{endTime}
+            </if>
+            group by member_id
+        )a
     </select>
     <select id="countSceneOrderNum" resultType="java.lang.Integer">
-        select ifnull(count(1),0) as count
-        from statistics
-        where type=3 and scenic_id = #{scenicId}
-        <if test="startTime!= null and startTime!= ''">
-            and create_time >= #{startTime}
-        </if>
-        <if test="endTime!= null and endTime!= ''">
-            and create_time &lt;= #{endTime}
-        </if>
-        group by morph_id
+        SELECT
+        IFNULL(SUM(count), 0) AS count
+        FROM (
+        select count(1) as count
+            from statistics
+            where type=3 and scenic_id = #{scenicId}
+            <if test="startTime!= null">
+                and create_time >= #{startTime}
+            </if>
+            <if test="endTime!= null">
+                and create_time &lt;= #{endTime}
+            </if>
+            group by morph_id
+        )a
     </select>
     <select id="countPushOrderNum" resultType="java.lang.Integer">
-        select ifnull(count(1),0) as count
-        from statistics
-        where type=4 and scenic_id = #{scenicId}
-        <if test="startTime!= null and startTime!= ''">
+        SELECT
+        IFNULL(SUM(count), 0) AS count
+        FROM (
+        select count(1) as count
+            from statistics
+            where type=4 and scenic_id = #{scenicId}
+            <if test="startTime!= null">
+                and create_time >= #{startTime}
+            </if>
+            <if test="endTime!= null">
+                and create_time &lt;= #{endTime}
+            </if>
+            group by morph_id
+        )a
+    </select>
+    <select id="countPushOfMember" resultType="java.lang.Integer">
+        SELECT
+        IFNULL(SUM(count), 0) AS count
+        FROM (
+        select count(1) as count
+            from statistics
+            where type=6 and scenic_id = #{scenicId}
+            <if test="startTime!= null">
+                and create_time >= #{startTime}
+            </if>
+            <if test="endTime!= null">
+                and create_time &lt;= #{endTime}
+            </if>
+            group by member_id
+        )a
+    </select>
+    <select id="countCameraShotOfMember" resultType="java.lang.Integer">
+            select count(1) as count
+            from face_sample
+            where scenic_id = #{scenicId}
+            <if test="startTime!= null">
+                and create_at >= #{startTime}
+            </if>
+            <if test="endTime!= null">
+                and create_at &lt;= #{endTime}
+            </if>
+    </select>
+    <select id="countUploadFaceOfMember" resultType="java.lang.Integer">
+            select count(1) as count
+            from face
+            where scenic_id = #{scenicId}
+            <if test="startTime!= null">
+                and create_at >= #{startTime}
+            </if>
+            <if test="endTime!= null">
+                and create_at &lt;= #{endTime}
+            </if>
+    </select>
+    <select id="countCompleteVideoOfMember" resultType="java.lang.Integer">
+        select ifnull(sum(count),0) as count
+        from(
+            select count(1) as count
+            from video
+            where scenic_id = #{scenicId}
+            <if test="startTime!= null">
+                and create_time >= #{startTime}
+            </if>
+            <if test="endTime!= null">
+                and create_time &lt;= #{endTime}
+            </if>
+            group by member_id
+        )a
+    </select>
+    <select id="countTotalVisitorOfMember" resultType="java.lang.Integer">
+        SELECT
+        IFNULL(SUM(count), 0) AS count
+        FROM (
+            select count(1) as count
+            from statistics
+            where type=0 and scenic_id = #{scenicId}
+            <if test="startTime!= null">
+                and create_time >= #{startTime}
+            </if>
+            <if test="endTime!= null">
+                and create_time &lt;= #{endTime}
+            </if>
+            group by member_id
+        ) AS a;
+    </select>
+    <select id="countCompleteOfVideo" resultType="java.lang.Integer">
+        select count(1) as count
+        from video
+        where scenic_id = #{scenicId}
+        <if test="startTime!= null">
             and create_time >= #{startTime}
         </if>
-        <if test="endTime!= null and endTime!= ''">
+        <if test="endTime!= null">
+            and create_time &lt;= #{endTime}
+        </if>
+    </select>
+    <select id="countPreviewOfVideo" resultType="java.lang.Integer">
+        SELECT
+        IFNULL(SUM(count), 0) AS count
+        FROM (
+            select count(1) as count
+            from statistics
+            where type=0 and scenic_id = #{scenicId}
+            <if test="startTime!= null">
+                and create_time >= #{startTime}
+            </if>
+            <if test="endTime!= null">
+                and create_time &lt;= #{endTime}
+            </if>
+            group by morph_id
+        )a
+    </select>
+    <select id="countPayOfOrder" resultType="java.lang.Integer">
+        SELECT
+        IFNULL(SUM(count), 0) AS count
+        FROM (
+        select count(1) as count
+        from statistics
+        where type in(3,4) and scenic_id = #{scenicId}
+        <if test="startTime!= null">
+            and create_time >= #{startTime}
+        </if>
+        <if test="endTime!= null">
             and create_time &lt;= #{endTime}
         </if>
         group by morph_id
+        )a
     </select>
-    <select id="countPushOfMember" resultType="java.lang.Integer">
-        select ifnull(count(1),0) as count
+    <select id="countRefundOfOrder" resultType="java.lang.Integer">
+        select count(1) as count
         from statistics
-        where type=6 and scenic_id = #{scenicId}
-        <if test="startTime!= null and startTime!= ''">
+        where type =5 and scenic_id = #{scenicId}
+        <if test="startTime!= null">
             and create_time >= #{startTime}
         </if>
-        <if test="endTime!= null and endTime!= ''">
+        <if test="endTime!= null">
             and create_time &lt;= #{endTime}
         </if>
-        group by member_id
+    </select>
+    <select id="countRefundAmount" resultType="java.math.BigDecimal">
+        select ifnull(sum(pay_price),0) as payPrice
+        from `order`
+        where
+        status = 2  and scenic_id = #{scenicId}
+        <if test="startTime!= null">
+            and create_at >= #{startTime}
+        </if>
+        <if test="endTime!= null">
+            and create_at &lt;= #{endTime}
+        </if>
     </select>
 </mapper>