Merge remote-tracking branch 'origin/feature/data-count' into feature/data-count

# Conflicts: # gym-manage-api/docs/datacount-api.md # gym-manage-api/gym-dataCount/pom.xml # gym-manage-api/gym-dataCount/src/main/java/cn/novalon/gym/manage/datacount/config/DataCountRouter.java # gym-manage-api/gym-dataCount/src/main/java/cn/novalon/gym/manage/datacount/dao/StatisticsDao.java # gym-manage-api/gym-dataCount/src/main/java/cn/novalon/gym/manage/datacount/domain/StatisticsExportDTO.java # gym-manage-api/gym-dataCount/src/main/java/cn/novalon/gym/manage/datacount/handler/DataCountHandler.java # gym-manage-api/gym-dataCount/src/main/java/cn/novalon/gym/manage/datacount/scheduler/StatisticsDailyScheduler.java # gym-manage-api/gym-dataCount/src/main/java/cn/novalon/gym/manage/datacount/service/IDataCountService.java # gym-manage-api/gym-dataCount/src/main/java/cn/novalon/gym/manage/datacount/service/impl/DataCountServiceImpl.java # gym-manage-api/log.text # gym-manage-api/manage-sys/src/main/java/cn/novalon/gym/manage/sys/config/SecurityConfig.java # gym-manage-api/pom.xml
完善模块4，4.1基础数据统计
2026-06-09 18:19:33 +08:00 · 2026-06-09 18:16:56 +08:00 · 2026-06-09 18:16:29 +08:00 · 2026-06-09 17:32:33 +08:00 · 2026-06-06 15:19:40 +08:00
22 changed files with 3529 additions and 201 deletions
@@ -0,0 +1,3 @@
+wrapperVersion=3.3.4
+distributionType=only-script
+distributionUrl=https://repo.maven.apache.org/maven2/org/apache/maven/apache-maven/3.9.16/apache-maven-3.9.16-bin.zip
@@ -0,0 +1,108 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 https://maven.apache.org/xsd/maven-4.0.0.xsd">
+    <modelVersion>4.0.0</modelVersion>
+    <parent>
+        <groupId>cn.novalon.gym.manage</groupId>
+        <artifactId>gym-manage-api</artifactId>
+        <version>1.0.0</version>
+        <relativePath>../pom.xml</relativePath>
+    </parent>
+    <groupId>cn.novalon.gym.manage</groupId>
+    <artifactId>gym-dataCount</artifactId>
+    <version>1.0.0</version>
+    <name>gym-dataCount</name>
+    <description>Data Statistics Module</description>
+    <url/>
+    <licenses>
+        <license/>
+    </licenses>
+    <developers>
+        <developer/>
+    </developers>
+    <scm>
+        <connection/>
+        <developerConnection/>
+        <tag/>
+        <url/>
+    </scm>
+    <properties>
+        <java.version>21</java.version>
+    </properties>
+    <dependencies>
+        <dependency>
+            <groupId>cn.novalon.gym.manage</groupId>
+            <artifactId>manage-common</artifactId>
+            <version>${project.version}</version>
+        </dependency>
+        <dependency>
+            <groupId>cn.novalon.gym.manage</groupId>
+            <artifactId>manage-db</artifactId>
+            <version>${project.version}</version>
+        </dependency>
+        <dependency>
+            <groupId>org.springframework.boot</groupId>
+            <artifactId>spring-boot-starter-webflux</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>org.springframework.boot</groupId>
+            <artifactId>spring-boot-starter-data-r2dbc</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>org.springframework.boot</groupId>
+            <artifactId>spring-boot-starter-validation</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>org.springdoc</groupId>
+            <artifactId>springdoc-openapi-starter-webflux-ui</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>org.springframework.boot</groupId>
+            <artifactId>spring-boot-starter-test</artifactId>
+            <scope>test</scope>
+        </dependency>
+        <dependency>
+            <groupId>io.swagger.core.v3</groupId>
+            <artifactId>swagger-annotations-jakarta</artifactId>
+            <version>2.2.43</version>
+            <scope>compile</scope>
+        </dependency>
+
+        <!-- Redis依赖-->
+        <dependency>
+            <groupId>org.springframework.boot</groupId>
+            <artifactId>spring-boot-starter-data-redis</artifactId>
+        </dependency>
+        
+        <!-- 会员模块依赖 -->
+        <dependency>
+            <groupId>cn.novalon.gym.manage</groupId>
+            <artifactId>gym-member</artifactId>
+            <version>${project.version}</version>
+        </dependency>
+        
+        <!-- 团课模块依赖 -->
+        <dependency>
+            <groupId>cn.novalon.gym.manage</groupId>
+            <artifactId>gym-groupCourse</artifactId>
+            <version>${project.version}</version>
+        </dependency>
+        
+        <!-- 签到模块依赖 -->
+        <dependency>
+            <groupId>cn.novalon.gym.manage</groupId>
+            <artifactId>gym-checkIn</artifactId>
+            <version>${project.version}</version>
+        </dependency>
+    </dependencies>
+
+    <build>
+        <plugins>
+            <plugin>
+                <groupId>org.springframework.boot</groupId>
+                <artifactId>spring-boot-maven-plugin</artifactId>
+            </plugin>
+        </plugins>
+    </build>
+
+</project>
@@ -0,0 +1,29 @@
+package cn.novalon.gym.manage.datacount;
+
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+import org.springframework.boot.SpringApplication;
+import org.springframework.boot.autoconfigure.SpringBootApplication;
+import org.springframework.boot.autoconfigure.security.reactive.ReactiveUserDetailsServiceAutoConfiguration;
+import org.springframework.context.annotation.ComponentScan;
+import org.springframework.data.r2dbc.repository.config.EnableR2dbcRepositories;
+
+@SpringBootApplication(scanBasePackages = "cn.novalon.gym.manage", exclude = {
+        ReactiveUserDetailsServiceAutoConfiguration.class })
+@EnableR2dbcRepositories(basePackages = {
+        "cn.novalon.gym.manage.db.dao",
+        "cn.novalon.gym.manage.member.repository",
+        "cn.novalon.gym.manage.groupcourse.dao",
+        "cn.novalon.gym.manage.datacount.dao"
+})
+@ComponentScan(basePackages = "cn.novalon.gym.manage")
+public class GymDataCountApplication {
+
+    private static final Logger logger = LoggerFactory.getLogger(GymDataCountApplication.class);
+
+    public static void main(String[] args) {
+        logger.info("数据统计模块启动中...");
+        SpringApplication.run(GymDataCountApplication.class, args);
+        logger.info("数据统计模块启动完成");
+    }
+}
@@ -0,0 +1,40 @@
+package cn.novalon.gym.manage.datacount.config;
+
+import cn.novalon.gym.manage.datacount.handler.DataCountHandler;
+import org.springframework.context.annotation.Bean;
+import org.springframework.context.annotation.Configuration;
+import org.springframework.web.reactive.function.server.RouterFunction;
+import org.springframework.web.reactive.function.server.ServerResponse;
+
+import static org.springframework.web.reactive.function.server.RouterFunctions.route;
+
+@Configuration
+public class DataCountRouter {
+
+    @Bean
+    public RouterFunction<ServerResponse> dataCountRoutes(DataCountHandler dataCountHandler) {
+        return route()
+                // ========== 会员数据统计路由 ==========
+                .GET("/api/stats/member/date/{date}", dataCountHandler::getMemberStatisticsByDate)
+                .GET("/api/stats/member/range", dataCountHandler::getMemberStatisticsByDateRange)
+                .GET("/api/stats/member/summary", dataCountHandler::getMemberStatisticsSummary)
+
+                // ========== 预约数据统计路由 ==========
+                .GET("/api/stats/booking/date/{date}", dataCountHandler::getBookingStatisticsByDate)
+                .GET("/api/stats/booking/range", dataCountHandler::getBookingStatisticsByDateRange)
+                .GET("/api/stats/booking/summary", dataCountHandler::getBookingStatisticsSummary)
+
+                // ========== 签到数据统计路由 ==========
+                .GET("/api/stats/signin/date/{date}", dataCountHandler::getSignInStatisticsByDate)
+                .GET("/api/stats/signin/range", dataCountHandler::getSignInStatisticsByDateRange)
+                .GET("/api/stats/signin/summary", dataCountHandler::getSignInStatisticsSummary)
+
+                // ========== 数据导出路由 ==========
+                .GET("/api/stats/export/member", dataCountHandler::exportMemberStatistics)
+                .GET("/api/stats/export/booking", dataCountHandler::exportBookingStatistics)
+                .GET("/api/stats/export/signin", dataCountHandler::exportSignInStatistics)
+                .GET("/api/stats/export/all", dataCountHandler::exportAllStatistics)
+
+                .build();
+    }
+}
@@ -0,0 +1,270 @@
+package cn.novalon.gym.manage.datacount.dao;
+
+import org.springframework.data.r2dbc.core.R2dbcEntityTemplate;
+import org.springframework.stereotype.Repository;
+import reactor.core.publisher.Flux;
+import reactor.core.publisher.Mono;
+
+import java.time.LocalDate;
+import java.time.LocalDateTime;
+
+/**
+ * 统计数据访问层
+ * 使用 R2dbcEntityTemplate 执行原生SQL查询
+ *
+ * @author 数据统计模块
+ * @date 2026-06-06
+ */
+@Repository
+public class StatisticsDao {
+
+    private final R2dbcEntityTemplate r2dbcEntityTemplate;
+
+    public StatisticsDao(R2dbcEntityTemplate r2dbcEntityTemplate) {
+        this.r2dbcEntityTemplate = r2dbcEntityTemplate;
+    }
+
+    // ========== 会员数据统计 ==========
+
+    public Mono<Integer> countTotalMembers() {
+        String sql = "SELECT COUNT(*) FROM member_user WHERE is_deleted = FALSE";
+        return r2dbcEntityTemplate.getDatabaseClient()
+                .sql(sql)
+                .map(row -> row.get(0, Integer.class))
+                .one();
+    }
+
+    public Mono<Integer> countNewMembersByDate(LocalDate date) {
+        String sql = "SELECT COUNT(*) FROM member_user WHERE is_deleted = FALSE AND DATE(created_at) = $1";
+        return r2dbcEntityTemplate.getDatabaseClient()
+                .sql(sql)
+                .bind(0, date)
+                .map(row -> row.get(0, Integer.class))
+                .one();
+    }
+
+    public Mono<Integer> countActiveMembersByDate(LocalDate date) {
+        String sql = "SELECT COUNT(DISTINCT m.id) FROM member_user m LEFT JOIN member_card_record r ON m.id = r.member_id WHERE m.is_deleted = FALSE AND r.deleted_at IS NULL AND DATE(r.created_at) = $1";
+        return r2dbcEntityTemplate.getDatabaseClient()
+                .sql(sql)
+                .bind(0, date)
+                .map(row -> row.get(0, Integer.class))
+                .one();
+    }
+
+    public Mono<Integer> countMaleMembers() {
+        String sql = "SELECT COUNT(*) FROM member_user WHERE is_deleted = FALSE AND gender = 1";
+        return r2dbcEntityTemplate.getDatabaseClient()
+                .sql(sql)
+                .map(row -> row.get(0, Integer.class))
+                .one();
+    }
+
+    public Mono<Integer> countFemaleMembers() {
+        String sql = "SELECT COUNT(*) FROM member_user WHERE is_deleted = FALSE AND gender = 2";
+        return r2dbcEntityTemplate.getDatabaseClient()
+                .sql(sql)
+                .map(row -> row.get(0, Integer.class))
+                .one();
+    }
+
+    public Mono<Integer> countCardPurchaseByDate(LocalDate date) {
+        String sql = "SELECT COUNT(DISTINCT r.member_id) FROM member_card_record r WHERE r.deleted_at IS NULL AND DATE(r.created_at) = $1";
+        return r2dbcEntityTemplate.getDatabaseClient()
+                .sql(sql)
+                .bind(0, date)
+                .map(row -> row.get(0, Integer.class))
+                .one();
+    }
+
+    public Mono<Double> calculateAverageAge() {
+        String sql = "SELECT AVG(EXTRACT(YEAR FROM AGE(CURRENT_DATE, birthday))) FROM member_user WHERE is_deleted = FALSE AND birthday IS NOT NULL";
+        return r2dbcEntityTemplate.getDatabaseClient()
+                .sql(sql)
+                .map(row -> row.get(0, Double.class))
+                .one();
+    }
+
+    public Mono<Integer> countActiveMembersByTimeRange(LocalDateTime startTime, LocalDateTime endTime) {
+        String sql = "SELECT COUNT(*) FROM member_user WHERE is_deleted = FALSE AND last_login_at >= $1 AND last_login_at < $2";
+        return r2dbcEntityTemplate.getDatabaseClient()
+                .sql(sql)
+                .bind(0, startTime)
+                .bind(1, endTime)
+                .map(row -> row.get(0, Integer.class))
+                .one();
+    }
+
+    // ========== 预约数据统计 ==========
+
+    public Mono<Integer> countTotalBookingsByDate(LocalDate date) {
+        String sql = "SELECT COUNT(*) FROM group_course_booking WHERE deleted_at IS NULL AND DATE(created_at) = $1";
+        return r2dbcEntityTemplate.getDatabaseClient()
+                .sql(sql)
+                .bind(0, date)
+                .map(row -> row.get(0, Integer.class))
+                .one();
+    }
+
+    public Mono<Integer> countCancelledBookingsByDate(LocalDate date) {
+        String sql = "SELECT COUNT(*) FROM group_course_booking WHERE deleted_at IS NULL AND status = '1' AND DATE(cancel_time) = $1";
+        return r2dbcEntityTemplate.getDatabaseClient()
+                .sql(sql)
+                .bind(0, date)
+                .map(row -> row.get(0, Integer.class))
+                .one();
+    }
+
+    public Mono<Integer> countAttendedBookingsByDate(LocalDate date) {
+        String sql = "SELECT COUNT(*) FROM group_course_booking WHERE deleted_at IS NULL AND status = '2' AND DATE(created_at) = $1";
+        return r2dbcEntityTemplate.getDatabaseClient()
+                .sql(sql)
+                .bind(0, date)
+                .map(row -> row.get(0, Integer.class))
+                .one();
+    }
+
+    public Mono<Integer> countTotalCoursesByDate(LocalDate date) {
+        String sql = "SELECT COUNT(*) FROM group_course WHERE deleted_at IS NULL AND DATE(start_time) = $1";
+        return r2dbcEntityTemplate.getDatabaseClient()
+                .sql(sql)
+                .bind(0, date)
+                .map(row -> row.get(0, Integer.class))
+                .one();
+    }
+
+    public Mono<Integer> countFullCoursesByDate(LocalDate date) {
+        String sql = "SELECT COUNT(*) FROM group_course WHERE deleted_at IS NULL AND current_members = max_members AND DATE(start_time) = $1";
+        return r2dbcEntityTemplate.getDatabaseClient()
+                .sql(sql)
+                .bind(0, date)
+                .map(row -> row.get(0, Integer.class))
+                .one();
+    }
+
+    public Mono<Object[]> findMostPopularCourseByDate(LocalDate date) {
+        String sql = "SELECT c.course_name, COUNT(b.id) as booking_count FROM group_course_booking b LEFT JOIN group_course c ON b.course_id = c.id WHERE b.deleted_at IS NULL AND c.deleted_at IS NULL AND DATE(b.created_at) = $1 GROUP BY c.id, c.course_name ORDER BY booking_count DESC LIMIT 1";
+        return r2dbcEntityTemplate.getDatabaseClient()
+                .sql(sql)
+                .bind(0, date)
+                .map(row -> new Object[]{row.get(0, String.class), row.get(1, Integer.class)})
+                .one();
+    }
+
+    // ========== 签到数据统计 ==========
+
+    public Mono<Integer> countTotalSignInsByDate(LocalDate date) {
+        String sql = "SELECT COUNT(*) FROM sign_in_record WHERE is_delete = FALSE AND DATE(sign_in_time) = $1";
+        return r2dbcEntityTemplate.getDatabaseClient()
+                .sql(sql)
+                .bind(0, date)
+                .map(row -> row.get(0, Integer.class))
+                .one();
+    }
+
+    public Mono<Integer> countSuccessSignInsByDate(LocalDate date) {
+        String sql = "SELECT COUNT(*) FROM sign_in_record WHERE is_delete = FALSE AND sign_in_status = 'SUCCESS' AND DATE(sign_in_time) = $1";
+        return r2dbcEntityTemplate.getDatabaseClient()
+                .sql(sql)
+                .bind(0, date)
+                .map(row -> row.get(0, Integer.class))
+                .one();
+    }
+
+    public Mono<Integer> countFailedSignInsByDate(LocalDate date) {
+        String sql = "SELECT COUNT(*) FROM sign_in_record WHERE is_delete = FALSE AND sign_in_status = 'FAILED' AND DATE(sign_in_time) = $1";
+        return r2dbcEntityTemplate.getDatabaseClient()
+                .sql(sql)
+                .bind(0, date)
+                .map(row -> row.get(0, Integer.class))
+                .one();
+    }
+
+    public Mono<Integer> countUniqueMembersByDate(LocalDate date) {
+        String sql = "SELECT COUNT(DISTINCT member_id) FROM sign_in_record WHERE is_delete = FALSE AND DATE(sign_in_time) = $1";
+        return r2dbcEntityTemplate.getDatabaseClient()
+                .sql(sql)
+                .bind(0, date)
+                .map(row -> row.get(0, Integer.class))
+                .one();
+    }
+
+    public Mono<Integer> countQrCodeSignInsByDate(LocalDate date) {
+        String sql = "SELECT COUNT(*) FROM sign_in_record WHERE is_delete = FALSE AND sign_in_type = 'QR_CODE' AND DATE(sign_in_time) = $1";
+        return r2dbcEntityTemplate.getDatabaseClient()
+                .sql(sql)
+                .bind(0, date)
+                .map(row -> row.get(0, Integer.class))
+                .one();
+    }
+
+    public Mono<Integer> countManualSignInsByDate(LocalDate date) {
+        String sql = "SELECT COUNT(*) FROM sign_in_record WHERE is_delete = FALSE AND sign_in_type = 'MANUAL' AND DATE(sign_in_time) = $1";
+        return r2dbcEntityTemplate.getDatabaseClient()
+                .sql(sql)
+                .bind(0, date)
+                .map(row -> row.get(0, Integer.class))
+                .one();
+    }
+
+    public Mono<Integer> countFaceSignInsByDate(LocalDate date) {
+        String sql = "SELECT COUNT(*) FROM sign_in_record WHERE is_delete = FALSE AND sign_in_type = 'FACE' AND DATE(sign_in_time) = $1";
+        return r2dbcEntityTemplate.getDatabaseClient()
+                .sql(sql)
+                .bind(0, date)
+                .map(row -> row.get(0, Integer.class))
+                .one();
+    }
+
+    public Flux<Object[]> findSignInStatisticsByDateRange(LocalDate startDate, LocalDate endDate) {
+        String sql = "SELECT DATE(s.sign_in_time) as date, " +
+                "COUNT(*) as total_sign_ins, " +
+                "SUM(CASE WHEN s.sign_in_status = 'SUCCESS' THEN 1 ELSE 0 END) as success_sign_ins, " +
+                "SUM(CASE WHEN s.sign_in_status = 'FAILED' THEN 1 ELSE 0 END) as failed_sign_ins, " +
+                "COUNT(DISTINCT s.member_id) as unique_members, " +
+                "SUM(CASE WHEN s.sign_in_type = 'QR_CODE' THEN 1 ELSE 0 END) as qr_code_sign_ins, " +
+                "SUM(CASE WHEN s.sign_in_type = 'MANUAL' THEN 1 ELSE 0 END) as manual_sign_ins, " +
+                "SUM(CASE WHEN s.sign_in_type = 'FACE' THEN 1 ELSE 0 END) as face_sign_ins " +
+                "FROM sign_in_record s " +
+                "WHERE s.is_delete = FALSE AND DATE(s.sign_in_time) BETWEEN $1 AND $2 " +
+                "GROUP BY DATE(s.sign_in_time) " +
+                "ORDER BY date";
+        return r2dbcEntityTemplate.getDatabaseClient()
+                .sql(sql)
+                .bind(0, startDate)
+                .bind(1, endDate)
+                .map(row -> new Object[]{
+                        row.get(0, LocalDate.class),
+                        row.get(1, Integer.class),
+                        row.get(2, Integer.class),
+                        row.get(3, Integer.class),
+                        row.get(4, Integer.class),
+                        row.get(5, Integer.class),
+                        row.get(6, Integer.class),
+                        row.get(7, Integer.class)
+                })
+                .all();
+    }
+
+    // ========== 日期范围查询 ==========
+
+    public Flux<Object[]> findMemberStatisticsByDateRange(LocalDate startDate, LocalDate endDate) {
+        String sql = "SELECT DATE(m.created_at) as date, COUNT(*) as new_members FROM member_user m WHERE m.is_deleted = FALSE AND DATE(m.created_at) BETWEEN $1 AND $2 GROUP BY DATE(m.created_at) ORDER BY date";
+        return r2dbcEntityTemplate.getDatabaseClient()
+                .sql(sql)
+                .bind(0, startDate)
+                .bind(1, endDate)
+                .map(row -> new Object[]{row.get(0, LocalDate.class), row.get(1, Integer.class)})
+                .all();
+    }
+
+    public Flux<Object[]> findBookingStatisticsByDateRange(LocalDate startDate, LocalDate endDate) {
+        String sql = "SELECT DATE(b.created_at) as date, COUNT(*) as total_bookings, SUM(CASE WHEN b.status = '1' THEN 1 ELSE 0 END) as cancelled_bookings, SUM(CASE WHEN b.status = '2' THEN 1 ELSE 0 END) as attended_bookings FROM group_course_booking b WHERE b.deleted_at IS NULL AND DATE(b.created_at) BETWEEN $1 AND $2 GROUP BY DATE(b.created_at) ORDER BY date";
+        return r2dbcEntityTemplate.getDatabaseClient()
+                .sql(sql)
+                .bind(0, startDate)
+                .bind(1, endDate)
+                .map(row -> new Object[]{row.get(0, LocalDate.class), row.get(1, Integer.class), row.get(2, Integer.class), row.get(3, Integer.class)})
+                .all();
+    }
+}
@@ -0,0 +1,169 @@
+package cn.novalon.gym.manage.datacount.domain;
+
+import io.swagger.v3.oas.annotations.media.Schema;
+
+import java.time.LocalDate;
+
+@Schema(description = "预约数据统计")
+public class BookingStatistics {
+
+    @Schema(description = "统计日期", example = "2026-01-01")
+    private LocalDate date;
+
+    @Schema(description = "预约总数", example = "100")
+    private Integer totalBookings;
+
+    @Schema(description = "取消预约数", example = "10")
+    private Integer cancelledBookings;
+
+    @Schema(description = "实际到场数", example = "85")
+    private Integer attendedBookings;
+
+    @Schema(description = "预约成功率", example = "0.85")
+    private Double bookingSuccessRate;
+
+    @Schema(description = "取消率", example = "0.10")
+    private Double cancellationRate;
+
+    @Schema(description = "到场率", example = "0.85")
+    private Double attendanceRate;
+
+    @Schema(description = "热门课程名称", example = "动感单车")
+    private String popularCourseName;
+
+    @Schema(description = "热门课程预约数", example = "25")
+    private Integer popularCourseCount;
+
+    @Schema(description = "团课总数", example = "20")
+    private Integer totalCourses;
+
+    @Schema(description = "满员课程数", example = "5")
+    private Integer fullCourses;
+
+    @Schema(description = "开始日期（用于汇总统计）")
+    private LocalDate startDate;
+
+    @Schema(description = "结束日期（用于汇总统计）")
+    private LocalDate endDate;
+
+    public BookingStatistics() {
+    }
+
+    public BookingStatistics(LocalDate date) {
+        this.date = date;
+        this.totalBookings = 0;
+        this.cancelledBookings = 0;
+        this.attendedBookings = 0;
+        this.bookingSuccessRate = 0.0;
+        this.cancellationRate = 0.0;
+        this.attendanceRate = 0.0;
+        this.popularCourseName = "";
+        this.popularCourseCount = 0;
+        this.totalCourses = 0;
+        this.fullCourses = 0;
+    }
+
+    public LocalDate getDate() {
+        return date;
+    }
+
+    public void setDate(LocalDate date) {
+        this.date = date;
+    }
+
+    public Integer getTotalBookings() {
+        return totalBookings;
+    }
+
+    public void setTotalBookings(Integer totalBookings) {
+        this.totalBookings = totalBookings;
+    }
+
+    public Integer getCancelledBookings() {
+        return cancelledBookings;
+    }
+
+    public void setCancelledBookings(Integer cancelledBookings) {
+        this.cancelledBookings = cancelledBookings;
+    }
+
+    public Integer getAttendedBookings() {
+        return attendedBookings;
+    }
+
+    public void setAttendedBookings(Integer attendedBookings) {
+        this.attendedBookings = attendedBookings;
+    }
+
+    public Double getBookingSuccessRate() {
+        return bookingSuccessRate;
+    }
+
+    public void setBookingSuccessRate(Double bookingSuccessRate) {
+        this.bookingSuccessRate = bookingSuccessRate;
+    }
+
+    public Double getCancellationRate() {
+        return cancellationRate;
+    }
+
+    public void setCancellationRate(Double cancellationRate) {
+        this.cancellationRate = cancellationRate;
+    }
+
+    public Double getAttendanceRate() {
+        return attendanceRate;
+    }
+
+    public void setAttendanceRate(Double attendanceRate) {
+        this.attendanceRate = attendanceRate;
+    }
+
+    public String getPopularCourseName() {
+        return popularCourseName;
+    }
+
+    public void setPopularCourseName(String popularCourseName) {
+        this.popularCourseName = popularCourseName;
+    }
+
+    public Integer getPopularCourseCount() {
+        return popularCourseCount;
+    }
+
+    public void setPopularCourseCount(Integer popularCourseCount) {
+        this.popularCourseCount = popularCourseCount;
+    }
+
+    public Integer getTotalCourses() {
+        return totalCourses;
+    }
+
+    public void setTotalCourses(Integer totalCourses) {
+        this.totalCourses = totalCourses;
+    }
+
+    public Integer getFullCourses() {
+        return fullCourses;
+    }
+
+    public void setFullCourses(Integer fullCourses) {
+        this.fullCourses = fullCourses;
+    }
+
+    public LocalDate getStartDate() {
+        return startDate;
+    }
+
+    public void setStartDate(LocalDate startDate) {
+        this.startDate = startDate;
+    }
+
+    public LocalDate getEndDate() {
+        return endDate;
+    }
+
+    public void setEndDate(LocalDate endDate) {
+        this.endDate = endDate;
+    }
+}
@@ -0,0 +1,145 @@
+package cn.novalon.gym.manage.datacount.domain;
+
+import io.swagger.v3.oas.annotations.media.Schema;
+
+import java.time.LocalDate;
+
+@Schema(description = "会员数据统计")
+public class MemberStatistics {
+
+    @Schema(description = "统计日期", example = "2026-01-01")
+    private LocalDate date;
+
+    @Schema(description = "新增会员数", example = "10")
+    private Integer newMembers;
+
+    @Schema(description = "活跃会员数", example = "50")
+    private Integer activeMembers;
+
+    @Schema(description = "留存会员数", example = "45")
+    private Integer retainedMembers;
+
+    @Schema(description = "总会员数", example = "200")
+    private Integer totalMembers;
+
+    @Schema(description = "男性会员数", example = "100")
+    private Integer maleMembers;
+
+    @Schema(description = "女性会员数", example = "100")
+    private Integer femaleMembers;
+
+    @Schema(description = "会员卡购买人数", example = "30")
+    private Integer cardPurchaseCount;
+
+    @Schema(description = "平均年龄", example = "28")
+    private Double averageAge;
+
+    @Schema(description = "开始日期（用于汇总统计）")
+    private LocalDate startDate;
+
+    @Schema(description = "结束日期（用于汇总统计）")
+    private LocalDate endDate;
+
+    public MemberStatistics() {
+    }
+
+    public MemberStatistics(LocalDate date) {
+        this.date = date;
+        this.newMembers = 0;
+        this.activeMembers = 0;
+        this.retainedMembers = 0;
+        this.totalMembers = 0;
+        this.maleMembers = 0;
+        this.femaleMembers = 0;
+        this.cardPurchaseCount = 0;
+        this.averageAge = 0.0;
+    }
+
+    public LocalDate getDate() {
+        return date;
+    }
+
+    public void setDate(LocalDate date) {
+        this.date = date;
+    }
+
+    public Integer getNewMembers() {
+        return newMembers;
+    }
+
+    public void setNewMembers(Integer newMembers) {
+        this.newMembers = newMembers;
+    }
+
+    public Integer getActiveMembers() {
+        return activeMembers;
+    }
+
+    public void setActiveMembers(Integer activeMembers) {
+        this.activeMembers = activeMembers;
+    }
+
+    public Integer getRetainedMembers() {
+        return retainedMembers;
+    }
+
+    public void setRetainedMembers(Integer retainedMembers) {
+        this.retainedMembers = retainedMembers;
+    }
+
+    public Integer getTotalMembers() {
+        return totalMembers;
+    }
+
+    public void setTotalMembers(Integer totalMembers) {
+        this.totalMembers = totalMembers;
+    }
+
+    public Integer getMaleMembers() {
+        return maleMembers;
+    }
+
+    public void setMaleMembers(Integer maleMembers) {
+        this.maleMembers = maleMembers;
+    }
+
+    public Integer getFemaleMembers() {
+        return femaleMembers;
+    }
+
+    public void setFemaleMembers(Integer femaleMembers) {
+        this.femaleMembers = femaleMembers;
+    }
+
+    public Integer getCardPurchaseCount() {
+        return cardPurchaseCount;
+    }
+
+    public void setCardPurchaseCount(Integer cardPurchaseCount) {
+        this.cardPurchaseCount = cardPurchaseCount;
+    }
+
+    public Double getAverageAge() {
+        return averageAge;
+    }
+
+    public void setAverageAge(Double averageAge) {
+        this.averageAge = averageAge;
+    }
+
+    public LocalDate getStartDate() {
+        return startDate;
+    }
+
+    public void setStartDate(LocalDate startDate) {
+        this.startDate = startDate;
+    }
+
+    public LocalDate getEndDate() {
+        return endDate;
+    }
+
+    public void setEndDate(LocalDate endDate) {
+        this.endDate = endDate;
+    }
+}
@@ -0,0 +1,157 @@
+package cn.novalon.gym.manage.datacount.domain;
+
+import io.swagger.v3.oas.annotations.media.Schema;
+
+import java.time.LocalDate;
+
+@Schema(description = "签到数据统计")
+public class SignInStatistics {
+
+    @Schema(description = "统计日期", example = "2026-01-01")
+    private LocalDate date;
+
+    @Schema(description = "签到总次数", example = "100")
+    private Integer totalSignIns;
+
+    @Schema(description = "成功签到次数", example = "95")
+    private Integer successSignIns;
+
+    @Schema(description = "失败签到次数", example = "5")
+    private Integer failedSignIns;
+
+    @Schema(description = "签到成功率", example = "0.95")
+    private Double successRate;
+
+    @Schema(description = "签到会员数（去重）", example = "80")
+    private Integer uniqueMembers;
+
+    @Schema(description = "平均到店频次（月均）", example = "4.5")
+    private Double averageFrequency;
+
+    @Schema(description = "扫码签到次数", example = "80")
+    private Integer qrCodeSignIns;
+
+    @Schema(description = "手动签到次数", example = "15")
+    private Integer manualSignIns;
+
+    @Schema(description = "人脸识别签到次数", example = "5")
+    private Integer faceSignIns;
+
+    @Schema(description = "开始日期（用于汇总统计）")
+    private LocalDate startDate;
+
+    @Schema(description = "结束日期（用于汇总统计）")
+    private LocalDate endDate;
+
+    public SignInStatistics() {
+    }
+
+    public SignInStatistics(LocalDate date) {
+        this.date = date;
+        this.totalSignIns = 0;
+        this.successSignIns = 0;
+        this.failedSignIns = 0;
+        this.successRate = 0.0;
+        this.uniqueMembers = 0;
+        this.averageFrequency = 0.0;
+        this.qrCodeSignIns = 0;
+        this.manualSignIns = 0;
+        this.faceSignIns = 0;
+    }
+
+    public LocalDate getDate() {
+        return date;
+    }
+
+    public void setDate(LocalDate date) {
+        this.date = date;
+    }
+
+    public Integer getTotalSignIns() {
+        return totalSignIns;
+    }
+
+    public void setTotalSignIns(Integer totalSignIns) {
+        this.totalSignIns = totalSignIns;
+    }
+
+    public Integer getSuccessSignIns() {
+        return successSignIns;
+    }
+
+    public void setSuccessSignIns(Integer successSignIns) {
+        this.successSignIns = successSignIns;
+    }
+
+    public Integer getFailedSignIns() {
+        return failedSignIns;
+    }
+
+    public void setFailedSignIns(Integer failedSignIns) {
+        this.failedSignIns = failedSignIns;
+    }
+
+    public Double getSuccessRate() {
+        return successRate;
+    }
+
+    public void setSuccessRate(Double successRate) {
+        this.successRate = successRate;
+    }
+
+    public Integer getUniqueMembers() {
+        return uniqueMembers;
+    }
+
+    public void setUniqueMembers(Integer uniqueMembers) {
+        this.uniqueMembers = uniqueMembers;
+    }
+
+    public Double getAverageFrequency() {
+        return averageFrequency;
+    }
+
+    public void setAverageFrequency(Double averageFrequency) {
+        this.averageFrequency = averageFrequency;
+    }
+
+    public Integer getQrCodeSignIns() {
+        return qrCodeSignIns;
+    }
+
+    public void setQrCodeSignIns(Integer qrCodeSignIns) {
+        this.qrCodeSignIns = qrCodeSignIns;
+    }
+
+    public Integer getManualSignIns() {
+        return manualSignIns;
+    }
+
+    public void setManualSignIns(Integer manualSignIns) {
+        this.manualSignIns = manualSignIns;
+    }
+
+    public Integer getFaceSignIns() {
+        return faceSignIns;
+    }
+
+    public void setFaceSignIns(Integer faceSignIns) {
+        this.faceSignIns = faceSignIns;
+    }
+
+    public LocalDate getStartDate() {
+        return startDate;
+    }
+
+    public void setStartDate(LocalDate startDate) {
+        this.startDate = startDate;
+    }
+
+    public LocalDate getEndDate() {
+        return endDate;
+    }
+
+    public void setEndDate(LocalDate endDate) {
+        this.endDate = endDate;
+    }
+}
@@ -0,0 +1,101 @@
+package cn.novalon.gym.manage.datacount.domain;
+
+import io.swagger.v3.oas.annotations.media.Schema;
+
+import java.time.LocalDate;
+import java.util.List;
+
+@Schema(description = "统计数据导出DTO")
+public class StatisticsExportDTO {
+
+    @Schema(description = "导出文件名", example = "statistics_report_20260101")
+    private String fileName;
+
+    @Schema(description = "导出格式", example = "EXCEL")
+    private String format;
+
+    @Schema(description = "开始日期", example = "2026-01-01")
+    private LocalDate startDate;
+
+    @Schema(description = "结束日期", example = "2026-01-31")
+    private LocalDate endDate;
+
+    @Schema(description = "导出类型", example = "MEMBER")
+    private String exportType;
+
+    @Schema(description = "会员统计数据")
+    private List<MemberStatistics> memberStatisticsList;
+
+    @Schema(description = "预约统计数据")
+    private List<BookingStatistics> bookingStatisticsList;
+
+    @Schema(description = "签到统计数据")
+    private List<SignInStatistics> signInStatisticsList;
+
+    public StatisticsExportDTO() {
+    }
+
+    public String getFileName() {
+        return fileName;
+    }
+
+    public void setFileName(String fileName) {
+        this.fileName = fileName;
+    }
+
+    public String getFormat() {
+        return format;
+    }
+
+    public void setFormat(String format) {
+        this.format = format;
+    }
+
+    public LocalDate getStartDate() {
+        return startDate;
+    }
+
+    public void setStartDate(LocalDate startDate) {
+        this.startDate = startDate;
+    }
+
+    public LocalDate getEndDate() {
+        return endDate;
+    }
+
+    public void setEndDate(LocalDate endDate) {
+        this.endDate = endDate;
+    }
+
+    public String getExportType() {
+        return exportType;
+    }
+
+    public void setExportType(String exportType) {
+        this.exportType = exportType;
+    }
+
+    public List<MemberStatistics> getMemberStatisticsList() {
+        return memberStatisticsList;
+    }
+
+    public void setMemberStatisticsList(List<MemberStatistics> memberStatisticsList) {
+        this.memberStatisticsList = memberStatisticsList;
+    }
+
+    public List<BookingStatistics> getBookingStatisticsList() {
+        return bookingStatisticsList;
+    }
+
+    public void setBookingStatisticsList(List<BookingStatistics> bookingStatisticsList) {
+        this.bookingStatisticsList = bookingStatisticsList;
+    }
+
+    public List<SignInStatistics> getSignInStatisticsList() {
+        return signInStatisticsList;
+    }
+
+    public void setSignInStatisticsList(List<SignInStatistics> signInStatisticsList) {
+        this.signInStatisticsList = signInStatisticsList;
+    }
+}
@@ -0,0 +1,283 @@
+package cn.novalon.gym.manage.datacount.handler;
+
+import cn.novalon.gym.manage.datacount.domain.BookingStatistics;
+import cn.novalon.gym.manage.datacount.domain.MemberStatistics;
+import cn.novalon.gym.manage.datacount.domain.SignInStatistics;
+import cn.novalon.gym.manage.datacount.service.IDataCountService;
+import io.swagger.v3.oas.annotations.Operation;
+import io.swagger.v3.oas.annotations.tags.Tag;
+import org.springframework.stereotype.Component;
+import org.springframework.web.reactive.function.server.ServerRequest;
+import org.springframework.web.reactive.function.server.ServerResponse;
+import reactor.core.publisher.Mono;
+
+import java.time.LocalDate;
+import java.time.format.DateTimeFormatter;
+import java.util.HashMap;
+import java.util.Map;
+
+@Component
+@Tag(name = "数据统计", description = "数据统计相关操作")
+public class DataCountHandler {
+
+    private final IDataCountService dataCountService;
+
+    private static final DateTimeFormatter DATE_FORMATTER = DateTimeFormatter.ofPattern("yyyy-MM-dd");
+
+    public DataCountHandler(IDataCountService dataCountService) {
+        this.dataCountService = dataCountService;
+    }
+
+    @Operation(summary = "获取会员数据统计（按日期）", description = "获取指定日期的会员数据统计")
+    public Mono<ServerResponse> getMemberStatisticsByDate(ServerRequest request) {
+        String dateStr = request.pathVariable("date");
+        LocalDate date = LocalDate.parse(dateStr, DATE_FORMATTER);
+
+        return dataCountService.getMemberStatisticsByDate(date)
+                .flatMap(stats -> ServerResponse.ok().bodyValue(stats))
+                .switchIfEmpty(ServerResponse.notFound().build())
+                .onErrorResume(error -> {
+                    Map<String, Object> response = new HashMap<>();
+                    response.put("success", false);
+                    response.put("message", error.getMessage());
+                    return ServerResponse.badRequest().bodyValue(response);
+                });
+    }
+
+    @Operation(summary = "获取会员数据统计（按日期范围）", description = "获取指定日期范围内的会员数据统计")
+    public Mono<ServerResponse> getMemberStatisticsByDateRange(ServerRequest request) {
+        String startDateStr = request.queryParam("startDate").orElseThrow(() -> new IllegalArgumentException("startDate必填"));
+        String endDateStr = request.queryParam("endDate").orElseThrow(() -> new IllegalArgumentException("endDate必填"));
+
+        LocalDate startDate = LocalDate.parse(startDateStr, DATE_FORMATTER);
+        LocalDate endDate = LocalDate.parse(endDateStr, DATE_FORMATTER);
+
+        return dataCountService.getMemberStatisticsByDateRange(startDate, endDate)
+                .collectList()
+                .flatMap(list -> ServerResponse.ok().bodyValue(list))
+                .onErrorResume(error -> {
+                    Map<String, Object> response = new HashMap<>();
+                    response.put("success", false);
+                    response.put("message", error.getMessage());
+                    return ServerResponse.badRequest().bodyValue(response);
+                });
+    }
+
+    @Operation(summary = "获取会员数据统计汇总", description = "获取指定日期范围内的会员数据统计汇总")
+    public Mono<ServerResponse> getMemberStatisticsSummary(ServerRequest request) {
+        String startDateStr = request.queryParam("startDate").orElseThrow(() -> new IllegalArgumentException("startDate必填"));
+        String endDateStr = request.queryParam("endDate").orElseThrow(() -> new IllegalArgumentException("endDate必填"));
+
+        LocalDate startDate = LocalDate.parse(startDateStr, DATE_FORMATTER);
+        LocalDate endDate = LocalDate.parse(endDateStr, DATE_FORMATTER);
+
+        return dataCountService.getMemberStatisticsSummary(startDate, endDate)
+                .flatMap(summary -> ServerResponse.ok().bodyValue(summary))
+                .onErrorResume(error -> {
+                    Map<String, Object> response = new HashMap<>();
+                    response.put("success", false);
+                    response.put("message", error.getMessage());
+                    return ServerResponse.badRequest().bodyValue(response);
+                });
+    }
+
+    @Operation(summary = "获取预约数据统计（按日期）", description = "获取指定日期的预约数据统计")
+    public Mono<ServerResponse> getBookingStatisticsByDate(ServerRequest request) {
+        String dateStr = request.pathVariable("date");
+        LocalDate date = LocalDate.parse(dateStr, DATE_FORMATTER);
+
+        return dataCountService.getBookingStatisticsByDate(date)
+                .flatMap(stats -> ServerResponse.ok().bodyValue(stats))
+                .switchIfEmpty(ServerResponse.notFound().build())
+                .onErrorResume(error -> {
+                    Map<String, Object> response = new HashMap<>();
+                    response.put("success", false);
+                    response.put("message", error.getMessage());
+                    return ServerResponse.badRequest().bodyValue(response);
+                });
+    }
+
+    @Operation(summary = "获取预约数据统计（按日期范围）", description = "获取指定日期范围内的预约数据统计")
+    public Mono<ServerResponse> getBookingStatisticsByDateRange(ServerRequest request) {
+        String startDateStr = request.queryParam("startDate").orElseThrow(() -> new IllegalArgumentException("startDate必填"));
+        String endDateStr = request.queryParam("endDate").orElseThrow(() -> new IllegalArgumentException("endDate必填"));
+
+        LocalDate startDate = LocalDate.parse(startDateStr, DATE_FORMATTER);
+        LocalDate endDate = LocalDate.parse(endDateStr, DATE_FORMATTER);
+
+        return dataCountService.getBookingStatisticsByDateRange(startDate, endDate)
+                .collectList()
+                .flatMap(list -> ServerResponse.ok().bodyValue(list))
+                .onErrorResume(error -> {
+                    Map<String, Object> response = new HashMap<>();
+                    response.put("success", false);
+                    response.put("message", error.getMessage());
+                    return ServerResponse.badRequest().bodyValue(response);
+                });
+    }
+
+    @Operation(summary = "获取预约数据统计汇总", description = "获取指定日期范围内的预约数据统计汇总")
+    public Mono<ServerResponse> getBookingStatisticsSummary(ServerRequest request) {
+        String startDateStr = request.queryParam("startDate").orElseThrow(() -> new IllegalArgumentException("startDate必填"));
+        String endDateStr = request.queryParam("endDate").orElseThrow(() -> new IllegalArgumentException("endDate必填"));
+
+        LocalDate startDate = LocalDate.parse(startDateStr, DATE_FORMATTER);
+        LocalDate endDate = LocalDate.parse(endDateStr, DATE_FORMATTER);
+
+        return dataCountService.getBookingStatisticsSummary(startDate, endDate)
+                .flatMap(summary -> ServerResponse.ok().bodyValue(summary))
+                .onErrorResume(error -> {
+                    Map<String, Object> response = new HashMap<>();
+                    response.put("success", false);
+                    response.put("message", error.getMessage());
+                    return ServerResponse.badRequest().bodyValue(response);
+                });
+    }
+
+    @Operation(summary = "导出会员数据统计", description = "导出指定日期范围内的会员数据统计为CSV文件")
+    public Mono<ServerResponse> exportMemberStatistics(ServerRequest request) {
+        String startDateStr = request.queryParam("startDate").orElseThrow(() -> new IllegalArgumentException("startDate必填"));
+        String endDateStr = request.queryParam("endDate").orElseThrow(() -> new IllegalArgumentException("endDate必填"));
+
+        LocalDate startDate = LocalDate.parse(startDateStr, DATE_FORMATTER);
+        LocalDate endDate = LocalDate.parse(endDateStr, DATE_FORMATTER);
+
+        String fileName = "member_statistics_" + startDateStr + "_" + endDateStr + ".csv";
+
+        return dataCountService.exportMemberStatistics(startDate, endDate)
+                .flatMap(data -> ServerResponse.ok()
+                        .header("Content-Disposition", "attachment; filename=" + fileName)
+                        .header("Content-Type", "text/csv; charset=UTF-8")
+                        .bodyValue(data))
+                .onErrorResume(error -> {
+                    Map<String, Object> response = new HashMap<>();
+                    response.put("success", false);
+                    response.put("message", error.getMessage());
+                    return ServerResponse.badRequest().bodyValue(response);
+                });
+    }
+
+    @Operation(summary = "导出预约数据统计", description = "导出指定日期范围内的预约数据统计为CSV文件")
+    public Mono<ServerResponse> exportBookingStatistics(ServerRequest request) {
+        String startDateStr = request.queryParam("startDate").orElseThrow(() -> new IllegalArgumentException("startDate必填"));
+        String endDateStr = request.queryParam("endDate").orElseThrow(() -> new IllegalArgumentException("endDate必填"));
+
+        LocalDate startDate = LocalDate.parse(startDateStr, DATE_FORMATTER);
+        LocalDate endDate = LocalDate.parse(endDateStr, DATE_FORMATTER);
+
+        String fileName = "booking_statistics_" + startDateStr + "_" + endDateStr + ".csv";
+
+        return dataCountService.exportBookingStatistics(startDate, endDate)
+                .flatMap(data -> ServerResponse.ok()
+                        .header("Content-Disposition", "attachment; filename=" + fileName)
+                        .header("Content-Type", "text/csv; charset=UTF-8")
+                        .bodyValue(data))
+                .onErrorResume(error -> {
+                    Map<String, Object> response = new HashMap<>();
+                    response.put("success", false);
+                    response.put("message", error.getMessage());
+                    return ServerResponse.badRequest().bodyValue(response);
+                });
+    }
+
+    @Operation(summary = "导出全部统计数据", description = "导出指定日期范围内的会员和预约数据统计为CSV文件")
+    public Mono<ServerResponse> exportAllStatistics(ServerRequest request) {
+        String startDateStr = request.queryParam("startDate").orElseThrow(() -> new IllegalArgumentException("startDate必填"));
+        String endDateStr = request.queryParam("endDate").orElseThrow(() -> new IllegalArgumentException("endDate必填"));
+
+        LocalDate startDate = LocalDate.parse(startDateStr, DATE_FORMATTER);
+        LocalDate endDate = LocalDate.parse(endDateStr, DATE_FORMATTER);
+
+        String fileName = "all_statistics_" + startDateStr + "_" + endDateStr + ".csv";
+
+        return dataCountService.exportAllStatistics(startDate, endDate)
+                .flatMap(data -> ServerResponse.ok()
+                        .header("Content-Disposition", "attachment; filename=" + fileName)
+                        .header("Content-Type", "text/csv; charset=UTF-8")
+                        .bodyValue(data))
+                .onErrorResume(error -> {
+                    Map<String, Object> response = new HashMap<>();
+                    response.put("success", false);
+                    response.put("message", error.getMessage());
+                    return ServerResponse.badRequest().bodyValue(response);
+                });
+    }
+
+    // ========== 签到数据统计 ==========
+
+    @Operation(summary = "获取签到数据统计（按日期）", description = "获取指定日期的签到数据统计")
+    public Mono<ServerResponse> getSignInStatisticsByDate(ServerRequest request) {
+        String dateStr = request.pathVariable("date");
+        LocalDate date = LocalDate.parse(dateStr, DATE_FORMATTER);
+
+        return dataCountService.getSignInStatisticsByDate(date)
+                .flatMap(stats -> ServerResponse.ok().bodyValue(stats))
+                .switchIfEmpty(ServerResponse.notFound().build())
+                .onErrorResume(error -> {
+                    Map<String, Object> response = new HashMap<>();
+                    response.put("success", false);
+                    response.put("message", error.getMessage());
+                    return ServerResponse.badRequest().bodyValue(response);
+                });
+    }
+
+    @Operation(summary = "获取签到数据统计（按日期范围）", description = "获取指定日期范围内的签到数据统计")
+    public Mono<ServerResponse> getSignInStatisticsByDateRange(ServerRequest request) {
+        String startDateStr = request.queryParam("startDate").orElseThrow(() -> new IllegalArgumentException("startDate必填"));
+        String endDateStr = request.queryParam("endDate").orElseThrow(() -> new IllegalArgumentException("endDate必填"));
+
+        LocalDate startDate = LocalDate.parse(startDateStr, DATE_FORMATTER);
+        LocalDate endDate = LocalDate.parse(endDateStr, DATE_FORMATTER);
+
+        return dataCountService.getSignInStatisticsByDateRange(startDate, endDate)
+                .collectList()
+                .flatMap(list -> ServerResponse.ok().bodyValue(list))
+                .onErrorResume(error -> {
+                    Map<String, Object> response = new HashMap<>();
+                    response.put("success", false);
+                    response.put("message", error.getMessage());
+                    return ServerResponse.badRequest().bodyValue(response);
+                });
+    }
+
+    @Operation(summary = "获取签到数据统计汇总", description = "获取指定日期范围内的签到数据统计汇总")
+    public Mono<ServerResponse> getSignInStatisticsSummary(ServerRequest request) {
+        String startDateStr = request.queryParam("startDate").orElseThrow(() -> new IllegalArgumentException("startDate必填"));
+        String endDateStr = request.queryParam("endDate").orElseThrow(() -> new IllegalArgumentException("endDate必填"));
+
+        LocalDate startDate = LocalDate.parse(startDateStr, DATE_FORMATTER);
+        LocalDate endDate = LocalDate.parse(endDateStr, DATE_FORMATTER);
+
+        return dataCountService.getSignInStatisticsSummary(startDate, endDate)
+                .flatMap(summary -> ServerResponse.ok().bodyValue(summary))
+                .onErrorResume(error -> {
+                    Map<String, Object> response = new HashMap<>();
+                    response.put("success", false);
+                    response.put("message", error.getMessage());
+                    return ServerResponse.badRequest().bodyValue(response);
+                });
+    }
+
+    @Operation(summary = "导出签到数据统计", description = "导出指定日期范围内的签到数据统计为CSV文件")
+    public Mono<ServerResponse> exportSignInStatistics(ServerRequest request) {
+        String startDateStr = request.queryParam("startDate").orElseThrow(() -> new IllegalArgumentException("startDate必填"));
+        String endDateStr = request.queryParam("endDate").orElseThrow(() -> new IllegalArgumentException("endDate必填"));
+
+        LocalDate startDate = LocalDate.parse(startDateStr, DATE_FORMATTER);
+        LocalDate endDate = LocalDate.parse(endDateStr, DATE_FORMATTER);
+
+        String fileName = "signin_statistics_" + startDateStr + "_" + endDateStr + ".csv";
+
+        return dataCountService.exportSignInStatistics(startDate, endDate)
+                .flatMap(data -> ServerResponse.ok()
+                        .header("Content-Disposition", "attachment; filename=" + fileName)
+                        .header("Content-Type", "text/csv; charset=UTF-8")
+                        .bodyValue(data))
+                .onErrorResume(error -> {
+                    Map<String, Object> response = new HashMap<>();
+                    response.put("success", false);
+                    response.put("message", error.getMessage());
+                    return ServerResponse.badRequest().bodyValue(response);
+                });
+    }
+}
@@ -0,0 +1,138 @@
+package cn.novalon.gym.manage.datacount.scheduler;
+
+import cn.novalon.gym.manage.datacount.service.IDataCountService;
+import cn.novalon.gym.manage.datacount.service.impl.DataCountServiceImpl;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+import org.springframework.scheduling.annotation.Scheduled;
+import org.springframework.stereotype.Component;
+
+import java.time.LocalDate;
+
+/**
+ * 数据统计定时任务
+ *
+ * 功能：每日凌晨1点自动计算前一天的数据统计并缓存到Redis
+ *
+ * @author 数据统计模块
+ * @date 2026-06-06
+ */
+@Component
+public class StatisticsDailyScheduler {
+
+    private static final Logger logger = LoggerFactory.getLogger(StatisticsDailyScheduler.class);
+
+    private final IDataCountService dataCountService;
+
+    public StatisticsDailyScheduler(IDataCountService dataCountService) {
+        this.dataCountService = dataCountService;
+    }
+
+    /**
+     * 每日凌晨1点执行前一天的统计数据计算并缓存
+     * cron表达式：秒 分 时 日 月 周
+     */
+    @Scheduled(cron = "0 0 1 * * ?")
+    public void calculateDailyStatistics() {
+        LocalDate yesterday = LocalDate.now().minusDays(1);
+        logger.info("定时任务开始计算 {} 的数据统计", yesterday);
+
+        dataCountService.getMemberStatisticsByDate(yesterday)
+                .doOnSuccess(stats -> logger.info("会员统计计算完成: date={}, newMembers={}, totalMembers={}",
+                        yesterday, stats.getNewMembers(), stats.getTotalMembers()))
+                .doOnError(error -> logger.error("会员统计计算失败: date={}", yesterday, error))
+                .subscribe();
+
+        dataCountService.getBookingStatisticsByDate(yesterday)
+                .doOnSuccess(stats -> logger.info("预约统计计算完成: date={}, totalBookings={}, attendanceRate={}%",
+                        yesterday, stats.getTotalBookings(), stats.getAttendanceRate()))
+                .doOnError(error -> logger.error("预约统计计算失败: date={}", yesterday, error))
+                .subscribe();
+
+        dataCountService.getSignInStatisticsByDate(yesterday)
+                .doOnSuccess(stats -> logger.info("签到统计计算完成: date={}, totalSignIns={}, successRate={}%",
+                        yesterday, stats.getTotalSignIns(), stats.getSuccessRate()))
+                .doOnError(error -> logger.error("签到统计计算失败: date={}", yesterday, error))
+                .subscribe();
+    }
+
+    /**
+     * 每周一凌晨2点执行上周的数据汇总统计
+     */
+    @Scheduled(cron = "0 0 2 * * 1")
+    public void calculateWeeklyStatistics() {
+        LocalDate lastWeekEnd = LocalDate.now().minusDays(1);
+        LocalDate lastWeekStart = lastWeekEnd.minusDays(6);
+        logger.info("定时任务开始计算上周汇总统计: {} ~ {}", lastWeekStart, lastWeekEnd);
+
+        dataCountService.getMemberStatisticsSummary(lastWeekStart, lastWeekEnd)
+                .doOnSuccess(stats -> logger.info("上周会员汇总统计完成: newMembers={}", stats.getNewMembers()))
+                .doOnError(error -> logger.error("上周会员汇总统计失败", error))
+                .subscribe();
+
+        dataCountService.getBookingStatisticsSummary(lastWeekStart, lastWeekEnd)
+                .doOnSuccess(stats -> logger.info("上周预约汇总统计完成: totalBookings={}", stats.getTotalBookings()))
+                .doOnError(error -> logger.error("上周预约汇总统计失败", error))
+                .subscribe();
+
+        dataCountService.getSignInStatisticsSummary(lastWeekStart, lastWeekEnd)
+                .doOnSuccess(stats -> logger.info("上周签到汇总统计完成: totalSignIns={}", stats.getTotalSignIns()))
+                .doOnError(error -> logger.error("上周签到汇总统计失败", error))
+                .subscribe();
+    }
+
+    /**
+     * 每月1号凌晨3点执行上月的数据汇总统计
+     */
+    @Scheduled(cron = "0 0 3 1 * ?")
+    public void calculateMonthlyStatistics() {
+        LocalDate lastMonthEnd = LocalDate.now().minusDays(1);
+        LocalDate lastMonthStart = lastMonthEnd.withDayOfMonth(1);
+        logger.info("定时任务开始计算上月汇总统计: {} ~ {}", lastMonthStart, lastMonthEnd);
+
+        dataCountService.getMemberStatisticsSummary(lastMonthStart, lastMonthEnd)
+                .doOnSuccess(stats -> logger.info("上月会员汇总统计完成: newMembers={}", stats.getNewMembers()))
+                .doOnError(error -> logger.error("上月会员汇总统计失败", error))
+                .subscribe();
+
+        dataCountService.getBookingStatisticsSummary(lastMonthStart, lastMonthEnd)
+                .doOnSuccess(stats -> logger.info("上月预约汇总统计完成: totalBookings={}", stats.getTotalBookings()))
+                .doOnError(error -> logger.error("上月预约汇总统计失败", error))
+                .subscribe();
+
+        dataCountService.getSignInStatisticsSummary(lastMonthStart, lastMonthEnd)
+                .doOnSuccess(stats -> logger.info("上月签到汇总统计完成: totalSignIns={}", stats.getTotalSignIns()))
+                .doOnError(error -> logger.error("上月签到汇总统计失败", error))
+                .subscribe();
+    }
+
+    /**
+     * 每日凌晨4点清理30天前的统计缓存数据
+     * 业务规则：统计数据保留30天（用于趋势分析），业务记录永久保存
+     */
+    @Scheduled(cron = "0 0 4 * * ?")
+    public void cleanOldStatisticsCache() {
+        LocalDate thirtyDaysAgo = LocalDate.now().minusDays(30);
+        logger.info("定时任务开始清理30天前的统计缓存数据: before {}", thirtyDaysAgo);
+        
+        String thirtyDaysAgoStr = thirtyDaysAgo.toString();
+        
+        // 清理会员统计缓存
+        String memberCacheKey = DataCountServiceImpl.MEMBER_STATS_CACHE_PREFIX + thirtyDaysAgoStr;
+        dataCountService.getRedisUtil().delete(memberCacheKey)
+                .doOnSuccess(deleted -> logger.info("清理会员统计缓存: key={}, deleted={}", memberCacheKey, deleted))
+                .subscribe();
+        
+        // 清理预约统计缓存
+        String bookingCacheKey = DataCountServiceImpl.BOOKING_STATS_CACHE_PREFIX + thirtyDaysAgoStr;
+        dataCountService.getRedisUtil().delete(bookingCacheKey)
+                .doOnSuccess(deleted -> logger.info("清理预约统计缓存: key={}, deleted={}", bookingCacheKey, deleted))
+                .subscribe();
+        
+        // 清理签到统计缓存
+        String signInCacheKey = DataCountServiceImpl.SIGN_IN_STATS_CACHE_PREFIX + thirtyDaysAgoStr;
+        dataCountService.getRedisUtil().delete(signInCacheKey)
+                .doOnSuccess(deleted -> logger.info("清理签到统计缓存: key={}, deleted={}", signInCacheKey, deleted))
+                .subscribe();
+    }
+}
@@ -0,0 +1,44 @@
+package cn.novalon.gym.manage.datacount.service;
+
+import cn.novalon.gym.manage.common.util.RedisUtil;
+import cn.novalon.gym.manage.datacount.domain.BookingStatistics;
+import cn.novalon.gym.manage.datacount.domain.MemberStatistics;
+import cn.novalon.gym.manage.datacount.domain.SignInStatistics;
+import cn.novalon.gym.manage.datacount.domain.StatisticsExportDTO;
+import reactor.core.publisher.Flux;
+import reactor.core.publisher.Mono;
+
+import java.time.LocalDate;
+
+public interface IDataCountService {
+
+    Mono<MemberStatistics> getMemberStatisticsByDate(LocalDate date);
+
+    Flux<MemberStatistics> getMemberStatisticsByDateRange(LocalDate startDate, LocalDate endDate);
+
+    Mono<MemberStatistics> getMemberStatisticsSummary(LocalDate startDate, LocalDate endDate);
+
+    Mono<BookingStatistics> getBookingStatisticsByDate(LocalDate date);
+
+    Flux<BookingStatistics> getBookingStatisticsByDateRange(LocalDate startDate, LocalDate endDate);
+
+    Mono<BookingStatistics> getBookingStatisticsSummary(LocalDate startDate, LocalDate endDate);
+
+    // ========== 签到数据统计 ==========
+
+    Mono<SignInStatistics> getSignInStatisticsByDate(LocalDate date);
+
+    Flux<SignInStatistics> getSignInStatisticsByDateRange(LocalDate startDate, LocalDate endDate);
+
+    Mono<SignInStatistics> getSignInStatisticsSummary(LocalDate startDate, LocalDate endDate);
+
+    Mono<byte[]> exportSignInStatistics(LocalDate startDate, LocalDate endDate);
+
+    Mono<byte[]> exportMemberStatistics(LocalDate startDate, LocalDate endDate);
+
+    Mono<byte[]> exportBookingStatistics(LocalDate startDate, LocalDate endDate);
+
+    Mono<byte[]> exportAllStatistics(LocalDate startDate, LocalDate endDate);
+
+    RedisUtil getRedisUtil();
+}
@@ -0,0 +1,475 @@
+package cn.novalon.gym.manage.datacount.service.impl;
+
+import cn.novalon.gym.manage.common.util.RedisUtil;
+import cn.novalon.gym.manage.datacount.dao.StatisticsDao;
+import cn.novalon.gym.manage.datacount.domain.BookingStatistics;
+import cn.novalon.gym.manage.datacount.domain.MemberStatistics;
+import cn.novalon.gym.manage.datacount.domain.SignInStatistics;
+import cn.novalon.gym.manage.datacount.service.IDataCountService;
+import com.fasterxml.jackson.databind.ObjectMapper;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.stereotype.Service;
+import reactor.core.publisher.Flux;
+import reactor.core.publisher.Mono;
+
+import java.io.ByteArrayOutputStream;
+import java.io.OutputStreamWriter;
+import java.io.PrintWriter;
+import java.nio.charset.StandardCharsets;
+import java.time.LocalDate;
+import java.time.format.DateTimeFormatter;
+import java.util.ArrayList;
+import java.util.List;
+
+@Slf4j
+@Service
+public class DataCountServiceImpl implements IDataCountService {
+
+    private final StatisticsDao statisticsDao;
+    private final RedisUtil redisUtil;
+    private final ObjectMapper objectMapper;
+
+    public static final String MEMBER_STATS_CACHE_PREFIX = "stats:member:";
+    public static final String BOOKING_STATS_CACHE_PREFIX = "stats:booking:";
+    public static final String SIGN_IN_STATS_CACHE_PREFIX = "stats:signin:";
+    private static final long CACHE_EXPIRE_SECONDS = 3600;
+
+    public DataCountServiceImpl(StatisticsDao statisticsDao, RedisUtil redisUtil, ObjectMapper objectMapper) {
+        this.statisticsDao = statisticsDao;
+        this.redisUtil = redisUtil;
+        this.objectMapper = objectMapper;
+    }
+
+    @Override
+    public Mono<MemberStatistics> getMemberStatisticsByDate(LocalDate date) {
+        String cacheKey = MEMBER_STATS_CACHE_PREFIX + date.toString();
+        return redisUtil.get(cacheKey)
+                .flatMap(cached -> {
+                    if (cached != null) {
+                        try {
+                            MemberStatistics stats = objectMapper.readValue(cached.toString(), MemberStatistics.class);
+                            log.debug("从缓存获取会员统计数据, date: {}", date);
+                            return Mono.just(stats);
+                        } catch (Exception e) {
+                            log.warn("缓存数据解析失败, date: {}", date, e);
+                        }
+                    }
+                    return Mono.empty();
+                })
+                .switchIfEmpty(fetchMemberStatisticsByDate(date)
+                        .flatMap(stats -> {
+                            try {
+                                String json = objectMapper.writeValueAsString(stats);
+                                return redisUtil.setWithExpire(cacheKey, json, CACHE_EXPIRE_SECONDS)
+                                        .then(Mono.just(stats));
+                            } catch (Exception e) {
+                                log.warn("缓存会员统计数据失败, date: {}", date, e);
+                                return Mono.just(stats);
+                            }
+                        }));
+    }
+
+    private Mono<MemberStatistics> fetchMemberStatisticsByDate(LocalDate date) {
+        return Mono.zip(
+                statisticsDao.countTotalMembers(),
+                statisticsDao.countNewMembersByDate(date),
+                statisticsDao.countActiveMembersByDate(date),
+                statisticsDao.countMaleMembers(),
+                statisticsDao.countFemaleMembers(),
+                statisticsDao.countCardPurchaseByDate(date),
+                statisticsDao.calculateAverageAge()
+        ).map(tuple -> {
+            MemberStatistics stats = new MemberStatistics(date);
+            stats.setTotalMembers(tuple.getT1());
+            stats.setNewMembers(tuple.getT2());
+            stats.setActiveMembers(tuple.getT3());
+            stats.setMaleMembers(tuple.getT4());
+            stats.setFemaleMembers(tuple.getT5());
+            stats.setCardPurchaseCount(tuple.getT6());
+            stats.setAverageAge(tuple.getT7() != null ? tuple.getT7() : 0.0);
+            return stats;
+        });
+    }
+
+    @Override
+    public Flux<MemberStatistics> getMemberStatisticsByDateRange(LocalDate startDate, LocalDate endDate) {
+        return statisticsDao.findMemberStatisticsByDateRange(startDate, endDate)
+                .map(row -> {
+                    LocalDate date = (LocalDate) row[0];
+                    MemberStatistics stats = new MemberStatistics(date);
+                    stats.setNewMembers(((Number) row[1]).intValue());
+                    return stats;
+                });
+    }
+
+    @Override
+    public Mono<MemberStatistics> getMemberStatisticsSummary(LocalDate startDate, LocalDate endDate) {
+        return getMemberStatisticsByDateRange(startDate, endDate)
+                .collectList()
+                .flatMap(list -> {
+                    MemberStatistics summary = new MemberStatistics();
+                    summary.setStartDate(startDate);
+                    summary.setEndDate(endDate);
+                    summary.setNewMembers(list.stream().mapToInt(MemberStatistics::getNewMembers).sum());
+
+                    return Mono.zip(
+                            statisticsDao.countTotalMembers(),
+                            statisticsDao.countMaleMembers(),
+                            statisticsDao.countFemaleMembers(),
+                            statisticsDao.calculateAverageAge()
+                    ).map(tuple -> {
+                        summary.setTotalMembers(tuple.getT1());
+                        summary.setMaleMembers(tuple.getT2());
+                        summary.setFemaleMembers(tuple.getT3());
+                        summary.setAverageAge(tuple.getT4() != null ? tuple.getT4() : 0.0);
+                        return summary;
+                    });
+                });
+    }
+
+    @Override
+    public Mono<BookingStatistics> getBookingStatisticsByDate(LocalDate date) {
+        String cacheKey = BOOKING_STATS_CACHE_PREFIX + date.toString();
+        return redisUtil.get(cacheKey)
+                .flatMap(cached -> {
+                    if (cached != null) {
+                        try {
+                            BookingStatistics stats = objectMapper.readValue(cached.toString(), BookingStatistics.class);
+                            log.debug("从缓存获取预约统计数据, date: {}", date);
+                            return Mono.just(stats);
+                        } catch (Exception e) {
+                            log.warn("缓存数据解析失败, date: {}", date, e);
+                        }
+                    }
+                    return Mono.empty();
+                })
+                .switchIfEmpty(fetchBookingStatisticsByDate(date)
+                        .flatMap(stats -> {
+                            try {
+                                String json = objectMapper.writeValueAsString(stats);
+                                return redisUtil.setWithExpire(cacheKey, json, CACHE_EXPIRE_SECONDS)
+                                        .then(Mono.just(stats));
+                            } catch (Exception e) {
+                                log.warn("缓存预约统计数据失败, date: {}", date, e);
+                                return Mono.just(stats);
+                            }
+                        }));
+    }
+
+    private Mono<BookingStatistics> fetchBookingStatisticsByDate(LocalDate date) {
+        return Mono.zip(
+                statisticsDao.countTotalBookingsByDate(date),
+                statisticsDao.countCancelledBookingsByDate(date),
+                statisticsDao.countAttendedBookingsByDate(date),
+                statisticsDao.countTotalCoursesByDate(date),
+                statisticsDao.countFullCoursesByDate(date),
+                statisticsDao.findMostPopularCourseByDate(date)
+        ).map(tuple -> {
+            int totalBookings = tuple.getT1();
+            int cancelledBookings = tuple.getT2();
+            int attendedBookings = tuple.getT3();
+
+            BookingStatistics stats = new BookingStatistics(date);
+            stats.setTotalBookings(totalBookings);
+            stats.setCancelledBookings(cancelledBookings);
+            stats.setAttendedBookings(attendedBookings);
+            stats.setTotalCourses(tuple.getT4());
+            stats.setFullCourses(tuple.getT5());
+
+            if (totalBookings > 0) {
+                stats.setCancellationRate(Math.round(cancelledBookings * 10000.0 / totalBookings) / 100.0);
+                stats.setAttendanceRate(Math.round(attendedBookings * 10000.0 / totalBookings) / 100.0);
+            }
+
+            Object[] popularCourse = tuple.getT6();
+            if (popularCourse != null && popularCourse.length >= 2) {
+                stats.setPopularCourseName((String) popularCourse[0]);
+                stats.setPopularCourseCount(((Number) popularCourse[1]).intValue());
+            }
+
+            return stats;
+        });
+    }
+
+    @Override
+    public Flux<BookingStatistics> getBookingStatisticsByDateRange(LocalDate startDate, LocalDate endDate) {
+        return statisticsDao.findBookingStatisticsByDateRange(startDate, endDate)
+                .map(row -> {
+                    LocalDate date = (LocalDate) row[0];
+                    int totalBookings = ((Number) row[1]).intValue();
+                    int cancelledBookings = ((Number) row[2]).intValue();
+                    int attendedBookings = ((Number) row[3]).intValue();
+
+                    BookingStatistics stats = new BookingStatistics(date);
+                    stats.setTotalBookings(totalBookings);
+                    stats.setCancelledBookings(cancelledBookings);
+                    stats.setAttendedBookings(attendedBookings);
+
+                    if (totalBookings > 0) {
+                        stats.setCancellationRate(Math.round(cancelledBookings * 10000.0 / totalBookings) / 100.0);
+                        stats.setAttendanceRate(Math.round(attendedBookings * 10000.0 / totalBookings) / 100.0);
+                    }
+
+                    return stats;
+                });
+    }
+
+    @Override
+    public Mono<BookingStatistics> getBookingStatisticsSummary(LocalDate startDate, LocalDate endDate) {
+        return getBookingStatisticsByDateRange(startDate, endDate)
+                .collectList()
+                .map(list -> {
+                    BookingStatistics summary = new BookingStatistics();
+                    summary.setStartDate(startDate);
+                    summary.setEndDate(endDate);
+                    summary.setTotalBookings(list.stream().mapToInt(BookingStatistics::getTotalBookings).sum());
+                    summary.setCancelledBookings(list.stream().mapToInt(BookingStatistics::getCancelledBookings).sum());
+                    summary.setAttendedBookings(list.stream().mapToInt(BookingStatistics::getAttendedBookings).sum());
+
+                    int total = summary.getTotalBookings();
+                    if (total > 0) {
+                        summary.setCancellationRate(Math.round(summary.getCancelledBookings() * 10000.0 / total) / 100.0);
+                        summary.setAttendanceRate(Math.round(summary.getAttendedBookings() * 10000.0 / total) / 100.0);
+                    }
+
+                    return summary;
+                });
+    }
+
+    @Override
+    public Mono<SignInStatistics> getSignInStatisticsByDate(LocalDate date) {
+        String cacheKey = SIGN_IN_STATS_CACHE_PREFIX + date.toString();
+        return redisUtil.get(cacheKey)
+                .flatMap(cached -> {
+                    if (cached != null) {
+                        try {
+                            SignInStatistics stats = objectMapper.readValue(cached.toString(), SignInStatistics.class);
+                            log.debug("从缓存获取签到统计数据, date: {}", date);
+                            return Mono.just(stats);
+                        } catch (Exception e) {
+                            log.warn("缓存数据解析失败, date: {}", date, e);
+                        }
+                    }
+                    return Mono.empty();
+                })
+                .switchIfEmpty(fetchSignInStatisticsByDate(date)
+                        .flatMap(stats -> {
+                            try {
+                                String json = objectMapper.writeValueAsString(stats);
+                                return redisUtil.setWithExpire(cacheKey, json, CACHE_EXPIRE_SECONDS)
+                                        .then(Mono.just(stats));
+                            } catch (Exception e) {
+                                log.warn("缓存签到统计数据失败, date: {}", date, e);
+                                return Mono.just(stats);
+                            }
+                        }));
+    }
+
+    private Mono<SignInStatistics> fetchSignInStatisticsByDate(LocalDate date) {
+        return Mono.zip(
+                statisticsDao.countTotalSignInsByDate(date),
+                statisticsDao.countSuccessSignInsByDate(date),
+                statisticsDao.countFailedSignInsByDate(date),
+                statisticsDao.countUniqueMembersByDate(date),
+                statisticsDao.countQrCodeSignInsByDate(date),
+                statisticsDao.countManualSignInsByDate(date),
+                statisticsDao.countFaceSignInsByDate(date)
+        ).map(tuple -> {
+            int totalSignIns = tuple.getT1();
+            int successSignIns = tuple.getT2();
+            int failedSignIns = tuple.getT3();
+
+            SignInStatistics stats = new SignInStatistics(date);
+            stats.setTotalSignIns(totalSignIns);
+            stats.setSuccessSignIns(successSignIns);
+            stats.setFailedSignIns(failedSignIns);
+            stats.setUniqueMembers(tuple.getT4());
+            stats.setQrCodeSignIns(tuple.getT5());
+            stats.setManualSignIns(tuple.getT6());
+            stats.setFaceSignIns(tuple.getT7());
+
+            if (totalSignIns > 0) {
+                stats.setSuccessRate(Math.round(successSignIns * 10000.0 / totalSignIns) / 100.0);
+            }
+
+            return stats;
+        });
+    }
+
+    @Override
+    public Flux<SignInStatistics> getSignInStatisticsByDateRange(LocalDate startDate, LocalDate endDate) {
+        return statisticsDao.findSignInStatisticsByDateRange(startDate, endDate)
+                .map(row -> {
+                    LocalDate date = (LocalDate) row[0];
+                    int totalSignIns = ((Number) row[1]).intValue();
+                    int successSignIns = ((Number) row[2]).intValue();
+                    int failedSignIns = ((Number) row[3]).intValue();
+                    int uniqueMembers = ((Number) row[4]).intValue();
+                    int qrCodeSignIns = ((Number) row[5]).intValue();
+                    int manualSignIns = ((Number) row[6]).intValue();
+                    int faceSignIns = ((Number) row[7]).intValue();
+
+                    SignInStatistics stats = new SignInStatistics(date);
+                    stats.setTotalSignIns(totalSignIns);
+                    stats.setSuccessSignIns(successSignIns);
+                    stats.setFailedSignIns(failedSignIns);
+                    stats.setUniqueMembers(uniqueMembers);
+                    stats.setQrCodeSignIns(qrCodeSignIns);
+                    stats.setManualSignIns(manualSignIns);
+                    stats.setFaceSignIns(faceSignIns);
+
+                    if (totalSignIns > 0) {
+                        stats.setSuccessRate(Math.round(successSignIns * 10000.0 / totalSignIns) / 100.0);
+                    }
+
+                    return stats;
+                });
+    }
+
+    @Override
+    public Mono<SignInStatistics> getSignInStatisticsSummary(LocalDate startDate, LocalDate endDate) {
+        return getSignInStatisticsByDateRange(startDate, endDate)
+                .collectList()
+                .map(list -> {
+                    SignInStatistics summary = new SignInStatistics();
+                    summary.setStartDate(startDate);
+                    summary.setEndDate(endDate);
+                    summary.setTotalSignIns(list.stream().mapToInt(SignInStatistics::getTotalSignIns).sum());
+                    summary.setSuccessSignIns(list.stream().mapToInt(SignInStatistics::getSuccessSignIns).sum());
+                    summary.setFailedSignIns(list.stream().mapToInt(SignInStatistics::getFailedSignIns).sum());
+                    summary.setUniqueMembers(list.stream().mapToInt(SignInStatistics::getUniqueMembers).sum());
+                    summary.setQrCodeSignIns(list.stream().mapToInt(SignInStatistics::getQrCodeSignIns).sum());
+                    summary.setManualSignIns(list.stream().mapToInt(SignInStatistics::getManualSignIns).sum());
+                    summary.setFaceSignIns(list.stream().mapToInt(SignInStatistics::getFaceSignIns).sum());
+
+                    int total = summary.getTotalSignIns();
+                    if (total > 0) {
+                        summary.setSuccessRate(Math.round(summary.getSuccessSignIns() * 10000.0 / total) / 100.0);
+                    }
+
+                    return summary;
+                });
+    }
+
+    @Override
+    public Mono<byte[]> exportSignInStatistics(LocalDate startDate, LocalDate endDate) {
+        return getSignInStatisticsByDateRange(startDate, endDate)
+                .collectList()
+                .map(this::generateSignInStatisticsCSV);
+    }
+
+    private byte[] generateSignInStatisticsCSV(List<SignInStatistics> statsList) {
+        return generateSignInStatisticsCSVContent(statsList).getBytes(StandardCharsets.UTF_8);
+    }
+
+    private String generateSignInStatisticsCSVContent(List<SignInStatistics> statsList) {
+        StringBuilder sb = new StringBuilder();
+        sb.append("统计日期,签到总次数,成功签到次数,失败签到次数,签到成功率(%),签到会员数,扫码签到次数,手动签到次数,人脸识别签到次数\n");
+
+        DateTimeFormatter formatter = DateTimeFormatter.ofPattern("yyyy-MM-dd");
+        for (SignInStatistics stats : statsList) {
+            sb.append(stats.getDate().format(formatter)).append(",");
+            sb.append(stats.getTotalSignIns()).append(",");
+            sb.append(stats.getSuccessSignIns()).append(",");
+            sb.append(stats.getFailedSignIns()).append(",");
+            sb.append(String.format("%.2f", stats.getSuccessRate())).append(",");
+            sb.append(stats.getUniqueMembers()).append(",");
+            sb.append(stats.getQrCodeSignIns()).append(",");
+            sb.append(stats.getManualSignIns()).append(",");
+            sb.append(stats.getFaceSignIns()).append("\n");
+        }
+
+        return sb.toString();
+    }
+
+    @Override
+    public Mono<byte[]> exportMemberStatistics(LocalDate startDate, LocalDate endDate) {
+        return getMemberStatisticsByDateRange(startDate, endDate)
+                .collectList()
+                .map(this::generateMemberStatisticsCSV);
+    }
+
+    @Override
+    public Mono<byte[]> exportBookingStatistics(LocalDate startDate, LocalDate endDate) {
+        return getBookingStatisticsByDateRange(startDate, endDate)
+                .collectList()
+                .map(this::generateBookingStatisticsCSV);
+    }
+
+    @Override
+    public Mono<byte[]> exportAllStatistics(LocalDate startDate, LocalDate endDate) {
+        return Mono.zip(
+                getMemberStatisticsByDateRange(startDate, endDate).collectList(),
+                getBookingStatisticsByDateRange(startDate, endDate).collectList(),
+                getSignInStatisticsByDateRange(startDate, endDate).collectList()
+        ).map(tuple -> {
+            ByteArrayOutputStream baos = new ByteArrayOutputStream();
+            PrintWriter writer = new PrintWriter(new OutputStreamWriter(baos, StandardCharsets.UTF_8));
+
+            writer.println("=== 会员数据统计 ===");
+            writer.println(generateMemberStatisticsCSVContent(tuple.getT1()));
+            writer.println();
+            writer.println("=== 预约数据统计 ===");
+            writer.println(generateBookingStatisticsCSVContent(tuple.getT2()));
+            writer.println();
+            writer.println("=== 签到数据统计 ===");
+            writer.println(generateSignInStatisticsCSVContent(tuple.getT3()));
+
+            writer.flush();
+            return baos.toByteArray();
+        });
+    }
+
+    private byte[] generateMemberStatisticsCSV(List<MemberStatistics> statsList) {
+        return generateMemberStatisticsCSVContent(statsList).getBytes(StandardCharsets.UTF_8);
+    }
+
+    private String generateMemberStatisticsCSVContent(List<MemberStatistics> statsList) {
+        StringBuilder sb = new StringBuilder();
+        sb.append("统计日期,新增会员数,活跃会员数,总会员数,男性会员数,女性会员数,购卡人数,平均年龄\n");
+
+        DateTimeFormatter formatter = DateTimeFormatter.ofPattern("yyyy-MM-dd");
+        for (MemberStatistics stats : statsList) {
+            sb.append(stats.getDate().format(formatter)).append(",");
+            sb.append(stats.getNewMembers()).append(",");
+            sb.append(stats.getActiveMembers()).append(",");
+            sb.append(stats.getTotalMembers()).append(",");
+            sb.append(stats.getMaleMembers()).append(",");
+            sb.append(stats.getFemaleMembers()).append(",");
+            sb.append(stats.getCardPurchaseCount()).append(",");
+            sb.append(String.format("%.1f", stats.getAverageAge())).append("\n");
+        }
+
+        return sb.toString();
+    }
+
+    private byte[] generateBookingStatisticsCSV(List<BookingStatistics> statsList) {
+        return generateBookingStatisticsCSVContent(statsList).getBytes(StandardCharsets.UTF_8);
+    }
+
+    private String generateBookingStatisticsCSVContent(List<BookingStatistics> statsList) {
+        StringBuilder sb = new StringBuilder();
+        sb.append("统计日期,预约总数,取消预约数,实际到场数,取消率(%),到场率(%),热门课程,热门课程预约数,团课总数,满员课程数\n");
+
+        DateTimeFormatter formatter = DateTimeFormatter.ofPattern("yyyy-MM-dd");
+        for (BookingStatistics stats : statsList) {
+            sb.append(stats.getDate().format(formatter)).append(",");
+            sb.append(stats.getTotalBookings()).append(",");
+            sb.append(stats.getCancelledBookings()).append(",");
+            sb.append(stats.getAttendedBookings()).append(",");
+            sb.append(String.format("%.2f", stats.getCancellationRate())).append(",");
+            sb.append(String.format("%.2f", stats.getAttendanceRate())).append(",");
+            sb.append(stats.getPopularCourseName() != null ? stats.getPopularCourseName() : "").append(",");
+            sb.append(stats.getPopularCourseCount()).append(",");
+            sb.append(stats.getTotalCourses()).append(",");
+            sb.append(stats.getFullCourses()).append("\n");
+        }
+
+        return sb.toString();
+    }
+
+    @Override
+    public RedisUtil getRedisUtil() {
+        return redisUtil;
+    }
+}
@@ -0,0 +1,3 @@
+spring:
+  application:
+    name: gym-dataCount
@@ -0,0 +1,13 @@
+package cn.novalon.gym.manage.datacount;
+
+import org.junit.jupiter.api.Test;
+import org.springframework.boot.test.context.SpringBootTest;
+
+@SpringBootTest
+class GymDataCountApplicationTests {
+
+    @Test
+    void contextLoads() {
+    }
+
+}
@@ -154,6 +154,12 @@
            <version>1.0.0</version>
            <scope>compile</scope>
        </dependency>
+        <dependency>
+            <groupId>cn.novalon.gym.manage</groupId>
+            <artifactId>gym-dataCount</artifactId>
+            <version>1.0.0</version>
+            <scope>compile</scope>
+        </dependency>
    </dependencies>

    <build>
@@ -0,0 +1,443 @@
+-- V13: 数据统计模块测试数据
+-- 测试场景：
+-- 1. 会员数据统计（新增会员、活跃会员、性别分布、平均年龄、购卡人数）
+-- 2. 预约数据统计（预约总数、取消预约、实际到场、热门课程、满员课程）
+-- 3. 数据导出功能测试
+-- 日期范围：2026-06-01 至 2026-06-10
+
+-- ============================================
+-- 1. 创建测试会员用户（分布在不同日期注册，不同性别，不同生日）
+-- ============================================
+
+-- 2026-06-01 注册的会员（5人：3男2女）
+INSERT INTO member_user (member_no, nickname, phone, gender, birthday, is_deleted, created_at, updated_at, last_login_at) VALUES
+    ('MEM_STAT_001', '测试会员_男1', '13900001001', 1, '1995-03-15', false, '2026-06-01 09:00:00', '2026-06-01 09:00:00', '2026-06-05 20:00:00'),
+    ('MEM_STAT_002', '测试会员_男2', '13900001002', 1, '1990-07-20', false, '2026-06-01 10:30:00', '2026-06-01 10:30:00', '2026-06-06 18:00:00'),
+    ('MEM_STAT_003', '测试会员_男3', '13900001003', 1, '1988-11-08', false, '2026-06-01 14:00:00', '2026-06-01 14:00:00', '2026-06-04 19:30:00'),
+    ('MEM_STAT_004', '测试会员_女1', '13900001004', 2, '1998-01-25', false, '2026-06-01 16:00:00', '2026-06-01 16:00:00', '2026-06-06 08:00:00'),
+    ('MEM_STAT_005', '测试会员_女2', '13900001005', 2, '1992-05-10', false, '2026-06-01 18:00:00', '2026-06-01 18:00:00', '2026-06-03 21:00:00');
+
+-- 2026-06-02 注册的会员（4人：2男2女）
+INSERT INTO member_user (member_no, nickname, phone, gender, birthday, is_deleted, created_at, updated_at, last_login_at) VALUES
+    ('MEM_STAT_006', '测试会员_男4', '13900001006', 1, '1985-09-12', false, '2026-06-02 09:00:00', '2026-06-02 09:00:00', '2026-06-06 10:00:00'),
+    ('MEM_STAT_007', '测试会员_男5', '13900001007', 1, '1996-04-18', false, '2026-06-02 11:00:00', '2026-06-02 11:00:00', '2026-06-05 15:00:00'),
+    ('MEM_STAT_008', '测试会员_女3', '13900001008', 2, '1993-08-30', false, '2026-06-02 13:00:00', '2026-06-02 13:00:00', '2026-06-06 12:00:00'),
+    ('MEM_STAT_009', '测试会员_女4', '13900001009', 2, '1991-12-05', false, '2026-06-02 15:00:00', '2026-06-02 15:00:00', '2026-06-04 14:00:00');
+
+-- 2026-06-03 注册的会员（3人：1男2女）
+INSERT INTO member_user (member_no, nickname, phone, gender, birthday, is_deleted, created_at, updated_at, last_login_at) VALUES
+    ('MEM_STAT_010', '测试会员_男6', '13900001010', 1, '1989-06-22', false, '2026-06-03 10:00:00', '2026-06-03 10:00:00', '2026-06-06 09:00:00'),
+    ('MEM_STAT_011', '测试会员_女5', '13900001011', 2, '1997-02-14', false, '2026-06-03 14:00:00', '2026-06-03 14:00:00', '2026-06-05 16:00:00'),
+    ('MEM_STAT_012', '测试会员_女6', '13900001012', 2, '1994-10-28', false, '2026-06-03 16:00:00', '2026-06-03 16:00:00', '2026-06-06 11:00:00');
+
+-- 2026-06-04 注册的会员（2人：1男1女）
+INSERT INTO member_user (member_no, nickname, phone, gender, birthday, is_deleted, created_at, updated_at, last_login_at) VALUES
+    ('MEM_STAT_013', '测试会员_男7', '13900001013', 1, '1987-01-03', false, '2026-06-04 09:00:00', '2026-06-04 09:00:00', '2026-06-06 13:00:00'),
+    ('MEM_STAT_014', '测试会员_女7', '13900001014', 2, '1999-07-17', false, '2026-06-04 11:00:00', '2026-06-04 11:00:00', '2026-06-05 17:00:00');
+
+-- 2026-06-05 注册的会员（3人：2男1女）
+INSERT INTO member_user (member_no, nickname, phone, gender, birthday, is_deleted, created_at, updated_at, last_login_at) VALUES
+    ('MEM_STAT_015', '测试会员_男8', '13900001015', 1, '1990-03-09', false, '2026-06-05 10:00:00', '2026-06-05 10:00:00', '2026-06-06 14:00:00'),
+    ('MEM_STAT_016', '测试会员_男9', '13900001016', 1, '1986-11-21', false, '2026-06-05 13:00:00', '2026-06-05 13:00:00', '2026-06-06 15:00:00'),
+    ('MEM_STAT_017', '测试会员_女8', '13900001017', 2, '1995-09-06', false, '2026-06-05 15:00:00', '2026-06-05 15:00:00', '2026-06-05 18:00:00');
+
+-- 2026-06-06 注册的会员（2人：1男1女）
+INSERT INTO member_user (member_no, nickname, phone, gender, birthday, is_deleted, created_at, updated_at, last_login_at) VALUES
+    ('MEM_STAT_018', '测试会员_男10', '13900001018', 1, '1993-05-14', false, '2026-06-06 09:00:00', '2026-06-06 09:00:00', '2026-06-06 16:00:00'),
+    ('MEM_STAT_019', '测试会员_女9', '13900001019', 2, '1991-08-19', false, '2026-06-06 11:00:00', '2026-06-06 11:00:00', '2026-06-06 17:00:00');
+
+-- 已删除的会员（1人，用于测试软删除过滤）
+INSERT INTO member_user (member_no, nickname, phone, gender, birthday, is_deleted, created_at, updated_at, last_login_at) VALUES
+    ('MEM_STAT_DEL', '已删除会员', '13900001999', 1, '1980-01-01', true, '2026-06-01 08:00:00', '2026-06-01 08:00:00', '2026-06-01 08:00:00');
+
+-- ============================================
+-- 2. 创建会员卡类型（如果不存在）
+-- ============================================
+
+INSERT INTO member_card (member_card_name, member_card_type, member_card_price, member_card_validity_days, member_card_total_times, member_card_amount, member_card_status, extra_config, created_at, updated_at)
+SELECT '月卡', 'TIME_CARD', 299.00, 30, NULL, NULL, 1, '{}', '2026-01-01 00:00:00', '2026-01-01 00:00:00'
+WHERE NOT EXISTS (SELECT 1 FROM member_card WHERE member_card_name = '月卡');
+
+INSERT INTO member_card (member_card_name, member_card_type, member_card_price, member_card_validity_days, member_card_total_times, member_card_amount, member_card_status, extra_config, created_at, updated_at)
+SELECT '季卡', 'TIME_CARD', 799.00, 90, NULL, NULL, 1, '{}', '2026-01-01 00:00:00', '2026-01-01 00:00:00'
+WHERE NOT EXISTS (SELECT 1 FROM member_card WHERE member_card_name = '季卡');
+
+INSERT INTO member_card (member_card_name, member_card_type, member_card_price, member_card_validity_days, member_card_total_times, member_card_amount, member_card_status, extra_config, created_at, updated_at)
+SELECT '次卡20次', 'COUNT_CARD', 599.00, NULL, 20, NULL, 1, '{}', '2026-01-01 00:00:00', '2026-01-01 00:00:00'
+WHERE NOT EXISTS (SELECT 1 FROM member_card WHERE member_card_name = '次卡20次');
+
+-- ============================================
+-- 3. 为所有测试会员创建会员卡记录
+-- ============================================
+
+-- MEM_STAT_001 至 MEM_STAT_019 全部创建会员卡记录
+-- 使用月卡类型，有效期至 2026-12-31
+INSERT INTO member_card_record (member_id, member_card_id, status, remaining_times, remaining_amount, expire_time, purchase_time, version, card_composition, created_at, updated_at)
+SELECT 
+    m.id,
+    (SELECT id FROM member_card WHERE member_card_name = '月卡'),
+    'ACTIVE',
+    0,
+    0.00,
+    '2026-12-31 23:59:59',
+    m.created_at,
+    0,
+    '{}',
+    m.created_at,
+    m.created_at
+FROM member_user m
+WHERE m.member_no LIKE 'MEM_STAT_%' AND m.member_no != 'MEM_STAT_DEL';
+
+-- ============================================
+-- 4. 创建团课课程（2026-06-01 至 2026-06-10）
+-- ============================================
+
+-- 2026-06-01 的课程
+INSERT INTO group_course (course_name, coach_id, course_type, start_time, end_time, max_members, current_members, status, location, description, point_card_amount, stored_value_amount, create_by, created_at, updated_at) VALUES
+    ('晨间瑜伽', 101, 1, '2026-06-01 07:00:00', '2026-06-01 08:00:00', 15, 12, '0', '瑜伽教室A', '清晨唤醒瑜伽', 1, 30.00, 'admin', '2026-05-28 10:00:00', '2026-05-28 10:00:00'),
+    ('燃脂单车', 102, 2, '2026-06-01 18:00:00', '2026-06-01 19:00:00', 25, 25, '0', '单车房', '高强度燃脂骑行', 1, 35.00, 'admin', '2026-05-28 10:00:00', '2026-05-28 10:00:00'),
+    ('普拉提核心', 103, 1, '2026-06-01 19:30:00', '2026-06-01 20:30:00', 12, 8, '0', '普拉提教室', '核心力量训练', 1, 40.00, 'admin', '2026-05-28 10:00:00', '2026-05-28 10:00:00');
+
+-- 2026-06-02 的课程
+INSERT INTO group_course (course_name, coach_id, course_type, start_time, end_time, max_members, current_members, status, location, description, point_card_amount, stored_value_amount, create_by, created_at, updated_at) VALUES
+    ('流瑜伽', 101, 1, '2026-06-02 09:00:00', '2026-06-02 10:30:00', 15, 10, '0', '瑜伽教室A', '流畅体式连接', 1, 30.00, 'admin', '2026-05-28 10:00:00', '2026-05-28 10:00:00'),
+    ('搏击操', 102, 2, '2026-06-02 18:30:00', '2026-06-02 19:30:00', 20, 18, '0', '综合训练区', '有氧搏击训练', 1, 35.00, 'admin', '2026-05-28 10:00:00', '2026-05-28 10:00:00'),
+    ('冥想放松', 101, 1, '2026-06-02 20:00:00', '2026-06-02 21:00:00', 20, 5, '0', '冥想室', '深度放松冥想', 1, 25.00, 'admin', '2026-05-28 10:00:00', '2026-05-28 10:00:00');
+
+-- 2026-06-03 的课程
+INSERT INTO group_course (course_name, coach_id, course_type, start_time, end_time, max_members, current_members, status, location, description, point_card_amount, stored_value_amount, create_by, created_at, updated_at) VALUES
+    ('哈他瑜伽', 101, 1, '2026-06-03 10:00:00', '2026-06-03 11:30:00', 12, 12, '0', '瑜伽教室B', '基础哈他瑜伽', 1, 30.00, 'admin', '2026-05-28 10:00:00', '2026-05-28 10:00:00'),
+    ('动感单车', 102, 2, '2026-06-03 19:00:00', '2026-06-03 20:00:00', 25, 20, '0', '单车房', '音乐节奏骑行', 1, 35.00, 'admin', '2026-05-28 10:00:00', '2026-05-28 10:00:00'),
+    ('拉伸放松', 103, 1, '2026-06-03 20:30:00', '2026-06-03 21:30:00', 15, 6, '0', '综合训练区', '全身拉伸放松', 1, 25.00, 'admin', '2026-05-28 10:00:00', '2026-05-28 10:00:00');
+
+-- 2026-06-04 的课程
+INSERT INTO group_course (course_name, coach_id, course_type, start_time, end_time, max_members, current_members, status, location, description, point_card_amount, stored_value_amount, create_by, created_at, updated_at) VALUES
+    ('力量瑜伽', 101, 1, '2026-06-04 08:00:00', '2026-06-04 09:30:00', 15, 14, '0', '瑜伽教室A', '力量型瑜伽', 1, 35.00, 'admin', '2026-05-28 10:00:00', '2026-05-28 10:00:00'),
+    ('HIIT训练', 102, 2, '2026-06-04 18:00:00', '2026-06-04 19:00:00', 20, 20, '0', '综合训练区', '高强度间歇训练', 1, 40.00, 'admin', '2026-05-28 10:00:00', '2026-05-28 10:00:00'),
+    ('阴瑜伽', 101, 1, '2026-06-04 20:00:00', '2026-06-04 21:30:00', 12, 9, '0', '瑜伽教室B', '静态阴瑜伽', 1, 30.00, 'admin', '2026-05-28 10:00:00', '2026-05-28 10:00:00');
+
+-- 2026-06-05 的课程
+INSERT INTO group_course (course_name, coach_id, course_type, start_time, end_time, max_members, current_members, status, location, description, point_card_amount, stored_value_amount, create_by, created_at, updated_at) VALUES
+    ('晨间冥想', 101, 1, '2026-06-05 07:00:00', '2026-06-05 08:00:00', 20, 15, '0', '冥想室', '清晨冥想', 1, 25.00, 'admin', '2026-05-28 10:00:00', '2026-05-28 10:00:00'),
+    ('尊巴舞', 103, 2, '2026-06-05 18:30:00', '2026-06-05 19:30:00', 25, 22, '0', '舞蹈室', '拉丁风格舞蹈', 1, 35.00, 'admin', '2026-05-28 10:00:00', '2026-05-28 10:00:00'),
+    ('空中瑜伽', 101, 1, '2026-06-05 20:00:00', '2026-06-05 21:30:00', 10, 10, '0', '瑜伽教室A', '空中瑜伽体验', 1, 45.00, 'admin', '2026-05-28 10:00:00', '2026-05-28 10:00:00');
+
+-- 2026-06-06 的课程
+INSERT INTO group_course (course_name, coach_id, course_type, start_time, end_time, max_members, current_members, status, location, description, point_card_amount, stored_value_amount, create_by, created_at, updated_at) VALUES
+    ('拜日式瑜伽', 101, 1, '2026-06-06 07:30:00', '2026-06-06 08:30:00', 15, 11, '0', '瑜伽教室A', '传统拜日式', 1, 30.00, 'admin', '2026-05-28 10:00:00', '2026-05-28 10:00:00'),
+    ('杠铃操', 102, 2, '2026-06-06 18:00:00', '2026-06-06 19:00:00', 20, 16, '0', '力量区', '全身杠铃训练', 1, 35.00, 'admin', '2026-05-28 10:00:00', '2026-05-28 10:00:00'),
+    ('修复瑜伽', 101, 1, '2026-06-06 20:00:00', '2026-06-06 21:00:00', 12, 7, '0', '瑜伽教室B', '修复性瑜伽', 1, 30.00, 'admin', '2026-05-28 10:00:00', '2026-05-28 10:00:00');
+
+-- ============================================
+-- 5. 团课预约记录（测试预约统计）
+-- ============================================
+
+-- 2026-06-01 的预约记录
+-- 晨间瑜伽：5人预约（4人出席，1人取消）
+INSERT INTO group_course_booking (course_id, member_id, member_card_id, booking_time, status, course_name, course_start_time, course_end_time, location, created_at, updated_at) VALUES
+    ((SELECT id FROM group_course WHERE course_name = '晨间瑜伽' AND DATE(start_time) = '2026-06-01'), (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_001'), (SELECT id FROM member_card_record WHERE member_id = (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_001')), '2026-06-01 06:00:00', '2', '晨间瑜伽', '2026-06-01 07:00:00', '2026-06-01 08:00:00', '瑜伽教室A', '2026-06-01 06:00:00', '2026-06-01 06:00:00'),
+    ((SELECT id FROM group_course WHERE course_name = '晨间瑜伽' AND DATE(start_time) = '2026-06-01'), (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_002'), (SELECT id FROM member_card_record WHERE member_id = (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_002')), '2026-06-01 06:30:00', '2', '晨间瑜伽', '2026-06-01 07:00:00', '2026-06-01 08:00:00', '瑜伽教室A', '2026-06-01 06:30:00', '2026-06-01 06:30:00'),
+    ((SELECT id FROM group_course WHERE course_name = '晨间瑜伽' AND DATE(start_time) = '2026-06-01'), (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_003'), (SELECT id FROM member_card_record WHERE member_id = (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_003')), '2026-06-01 06:45:00', '2', '晨间瑜伽', '2026-06-01 07:00:00', '2026-06-01 08:00:00', '瑜伽教室A', '2026-06-01 06:45:00', '2026-06-01 06:45:00'),
+    ((SELECT id FROM group_course WHERE course_name = '晨间瑜伽' AND DATE(start_time) = '2026-06-01'), (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_004'), (SELECT id FROM member_card_record WHERE member_id = (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_004')), '2026-06-01 06:15:00', '1', '晨间瑜伽', '2026-06-01 07:00:00', '2026-06-01 08:00:00', '瑜伽教室A', '2026-06-01 06:15:00', '2026-06-01 06:15:00'),
+    ((SELECT id FROM group_course WHERE course_name = '晨间瑜伽' AND DATE(start_time) = '2026-06-01'), (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_005'), (SELECT id FROM member_card_record WHERE member_id = (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_005')), '2026-06-01 06:20:00', '2', '晨间瑜伽', '2026-06-01 07:00:00', '2026-06-01 08:00:00', '瑜伽教室A', '2026-06-01 06:20:00', '2026-06-01 06:20:00');
+
+-- 燃脂单车：19人预约（15人出席，4人取消）- 满员课程
+INSERT INTO group_course_booking (course_id, member_id, member_card_id, booking_time, status, course_name, course_start_time, course_end_time, location, created_at, updated_at)
+SELECT
+    (SELECT id FROM group_course WHERE course_name = '燃脂单车' AND DATE(start_time) = '2026-06-01'),
+    (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_' || LPAD(i::text, 3, '0')),
+    (SELECT id FROM member_card_record WHERE member_id = (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_' || LPAD(i::text, 3, '0'))),
+    '2026-06-01 17:00:00',
+    CASE WHEN i <= 15 THEN '2' ELSE '1' END,
+    '燃脂单车',
+    '2026-06-01 18:00:00',
+    '2026-06-01 19:00:00',
+    '单车房',
+    '2026-06-01 17:00:00',
+    '2026-06-01 17:00:00'
+FROM generate_series(1, 19) AS i;
+
+-- 普拉提核心：8人预约（7人出席，1人取消）
+INSERT INTO group_course_booking (course_id, member_id, member_card_id, booking_time, status, course_name, course_start_time, course_end_time, location, created_at, updated_at) VALUES
+    ((SELECT id FROM group_course WHERE course_name = '普拉提核心' AND DATE(start_time) = '2026-06-01'), (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_001'), (SELECT id FROM member_card_record WHERE member_id = (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_001')), '2026-06-01 19:00:00', '2', '普拉提核心', '2026-06-01 19:30:00', '2026-06-01 20:30:00', '普拉提教室', '2026-06-01 19:00:00', '2026-06-01 19:00:00'),
+    ((SELECT id FROM group_course WHERE course_name = '普拉提核心' AND DATE(start_time) = '2026-06-01'), (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_003'), (SELECT id FROM member_card_record WHERE member_id = (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_003')), '2026-06-01 19:10:00', '2', '普拉提核心', '2026-06-01 19:30:00', '2026-06-01 20:30:00', '普拉提教室', '2026-06-01 19:10:00', '2026-06-01 19:10:00'),
+    ((SELECT id FROM group_course WHERE course_name = '普拉提核心' AND DATE(start_time) = '2026-06-01'), (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_005'), (SELECT id FROM member_card_record WHERE member_id = (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_005')), '2026-06-01 19:05:00', '2', '普拉提核心', '2026-06-01 19:30:00', '2026-06-01 20:30:00', '普拉提教室', '2026-06-01 19:05:00', '2026-06-01 19:05:00'),
+    ((SELECT id FROM group_course WHERE course_name = '普拉提核心' AND DATE(start_time) = '2026-06-01'), (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_007'), (SELECT id FROM member_card_record WHERE member_id = (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_007')), '2026-06-01 19:15:00', '2', '普拉提核心', '2026-06-01 19:30:00', '2026-06-01 20:30:00', '普拉提教室', '2026-06-01 19:15:00', '2026-06-01 19:15:00'),
+    ((SELECT id FROM group_course WHERE course_name = '普拉提核心' AND DATE(start_time) = '2026-06-01'), (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_009'), (SELECT id FROM member_card_record WHERE member_id = (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_009')), '2026-06-01 19:20:00', '1', '普拉提核心', '2026-06-01 19:30:00', '2026-06-01 20:30:00', '普拉提教室', '2026-06-01 19:20:00', '2026-06-01 19:20:00'),
+    ((SELECT id FROM group_course WHERE course_name = '普拉提核心' AND DATE(start_time) = '2026-06-01'), (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_011'), (SELECT id FROM member_card_record WHERE member_id = (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_011')), '2026-06-01 19:25:00', '2', '普拉提核心', '2026-06-01 19:30:00', '2026-06-01 20:30:00', '普拉提教室', '2026-06-01 19:25:00', '2026-06-01 19:25:00'),
+    ((SELECT id FROM group_course WHERE course_name = '普拉提核心' AND DATE(start_time) = '2026-06-01'), (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_013'), (SELECT id FROM member_card_record WHERE member_id = (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_013')), '2026-06-01 19:30:00', '2', '普拉提核心', '2026-06-01 19:30:00', '2026-06-01 20:30:00', '普拉提教室', '2026-06-01 19:30:00', '2026-06-01 19:30:00'),
+    ((SELECT id FROM group_course WHERE course_name = '普拉提核心' AND DATE(start_time) = '2026-06-01'), (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_015'), (SELECT id FROM member_card_record WHERE member_id = (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_015')), '2026-06-01 19:35:00', '2', '普拉提核心', '2026-06-01 19:30:00', '2026-06-01 20:30:00', '普拉提教室', '2026-06-01 19:35:00', '2026-06-01 19:35:00');
+
+-- 2026-06-02 的预约记录
+-- 流瑜伽：10人预约（9人出席，1人取消）
+INSERT INTO group_course_booking (course_id, member_id, member_card_id, booking_time, status, course_name, course_start_time, course_end_time, location, created_at, updated_at)
+SELECT
+    (SELECT id FROM group_course WHERE course_name = '流瑜伽' AND DATE(start_time) = '2026-06-02'),
+    (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_' || LPAD(i::text, 3, '0')),
+    (SELECT id FROM member_card_record WHERE member_id = (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_' || LPAD(i::text, 3, '0'))),
+    '2026-06-02 08:00:00',
+    CASE WHEN i <= 9 THEN '2' ELSE '1' END,
+    '流瑜伽',
+    '2026-06-02 09:00:00',
+    '2026-06-02 10:30:00',
+    '瑜伽教室A',
+    '2026-06-02 08:00:00',
+    '2026-06-02 08:00:00'
+FROM generate_series(1, 10) AS i;
+
+-- 搏击操：18人预约（15人出席，3人取消）
+INSERT INTO group_course_booking (course_id, member_id, member_card_id, booking_time, status, course_name, course_start_time, course_end_time, location, created_at, updated_at)
+SELECT
+    (SELECT id FROM group_course WHERE course_name = '搏击操' AND DATE(start_time) = '2026-06-02'),
+    (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_' || LPAD(i::text, 3, '0')),
+    (SELECT id FROM member_card_record WHERE member_id = (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_' || LPAD(i::text, 3, '0'))),
+    '2026-06-02 17:30:00',
+    CASE WHEN i <= 15 THEN '2' ELSE '1' END,
+    '搏击操',
+    '2026-06-02 18:30:00',
+    '2026-06-02 19:30:00',
+    '综合训练区',
+    '2026-06-02 17:30:00',
+    '2026-06-02 17:30:00'
+FROM generate_series(1, 18) AS i;
+
+-- 冥想放松：5人预约（4人出席，1人取消）
+INSERT INTO group_course_booking (course_id, member_id, member_card_id, booking_time, status, course_name, course_start_time, course_end_time, location, created_at, updated_at) VALUES
+    ((SELECT id FROM group_course WHERE course_name = '冥想放松' AND DATE(start_time) = '2026-06-02'), (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_001'), (SELECT id FROM member_card_record WHERE member_id = (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_001')), '2026-06-02 19:30:00', '2', '冥想放松', '2026-06-02 20:00:00', '2026-06-02 21:00:00', '冥想室', '2026-06-02 19:30:00', '2026-06-02 19:30:00'),
+    ((SELECT id FROM group_course WHERE course_name = '冥想放松' AND DATE(start_time) = '2026-06-02'), (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_004'), (SELECT id FROM member_card_record WHERE member_id = (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_004')), '2026-06-02 19:35:00', '2', '冥想放松', '2026-06-02 20:00:00', '2026-06-02 21:00:00', '冥想室', '2026-06-02 19:35:00', '2026-06-02 19:35:00'),
+    ((SELECT id FROM group_course WHERE course_name = '冥想放松' AND DATE(start_time) = '2026-06-02'), (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_007'), (SELECT id FROM member_card_record WHERE member_id = (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_007')), '2026-06-02 19:40:00', '2', '冥想放松', '2026-06-02 20:00:00', '2026-06-02 21:00:00', '冥想室', '2026-06-02 19:40:00', '2026-06-02 19:40:00'),
+    ((SELECT id FROM group_course WHERE course_name = '冥想放松' AND DATE(start_time) = '2026-06-02'), (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_010'), (SELECT id FROM member_card_record WHERE member_id = (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_010')), '2026-06-02 19:45:00', '1', '冥想放松', '2026-06-02 20:00:00', '2026-06-02 21:00:00', '冥想室', '2026-06-02 19:45:00', '2026-06-02 19:45:00'),
+    ((SELECT id FROM group_course WHERE course_name = '冥想放松' AND DATE(start_time) = '2026-06-02'), (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_013'), (SELECT id FROM member_card_record WHERE member_id = (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_013')), '2026-06-02 19:50:00', '2', '冥想放松', '2026-06-02 20:00:00', '2026-06-02 21:00:00', '冥想室', '2026-06-02 19:50:00', '2026-06-02 19:50:00');
+
+-- 2026-06-03 的预约记录
+-- 哈他瑜伽：12人预约（10人出席，2人取消）- 满员
+INSERT INTO group_course_booking (course_id, member_id, member_card_id, booking_time, status, course_name, course_start_time, course_end_time, location, created_at, updated_at)
+SELECT
+    (SELECT id FROM group_course WHERE course_name = '哈他瑜伽' AND DATE(start_time) = '2026-06-03'),
+    (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_' || LPAD(i::text, 3, '0')),
+    (SELECT id FROM member_card_record WHERE member_id = (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_' || LPAD(i::text, 3, '0'))),
+    '2026-06-03 09:00:00',
+    CASE WHEN i <= 10 THEN '2' ELSE '1' END,
+    '哈他瑜伽',
+    '2026-06-03 10:00:00',
+    '2026-06-03 11:30:00',
+    '瑜伽教室B',
+    '2026-06-03 09:00:00',
+    '2026-06-03 09:00:00'
+FROM generate_series(1, 12) AS i;
+
+-- 动感单车：19人预约（16人出席，3人取消）
+INSERT INTO group_course_booking (course_id, member_id, member_card_id, booking_time, status, course_name, course_start_time, course_end_time, location, created_at, updated_at)
+SELECT
+    (SELECT id FROM group_course WHERE course_name = '动感单车' AND DATE(start_time) = '2026-06-03'),
+    (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_' || LPAD(i::text, 3, '0')),
+    (SELECT id FROM member_card_record WHERE member_id = (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_' || LPAD(i::text, 3, '0'))),
+    '2026-06-03 18:00:00',
+    CASE WHEN i <= 16 THEN '2' ELSE '1' END,
+    '动感单车',
+    '2026-06-03 19:00:00',
+    '2026-06-03 20:00:00',
+    '单车房',
+    '2026-06-03 18:00:00',
+    '2026-06-03 18:00:00'
+FROM generate_series(1, 19) AS i;
+
+-- 拉伸放松：6人预约（5人出席，1人取消）
+INSERT INTO group_course_booking (course_id, member_id, member_card_id, booking_time, status, course_name, course_start_time, course_end_time, location, created_at, updated_at) VALUES
+    ((SELECT id FROM group_course WHERE course_name = '拉伸放松' AND DATE(start_time) = '2026-06-03'), (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_002'), (SELECT id FROM member_card_record WHERE member_id = (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_002')), '2026-06-03 20:00:00', '2', '拉伸放松', '2026-06-03 20:30:00', '2026-06-03 21:30:00', '综合训练区', '2026-06-03 20:00:00', '2026-06-03 20:00:00'),
+    ((SELECT id FROM group_course WHERE course_name = '拉伸放松' AND DATE(start_time) = '2026-06-03'), (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_005'), (SELECT id FROM member_card_record WHERE member_id = (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_005')), '2026-06-03 20:05:00', '2', '拉伸放松', '2026-06-03 20:30:00', '2026-06-03 21:30:00', '综合训练区', '2026-06-03 20:05:00', '2026-06-03 20:05:00'),
+    ((SELECT id FROM group_course WHERE course_name = '拉伸放松' AND DATE(start_time) = '2026-06-03'), (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_008'), (SELECT id FROM member_card_record WHERE member_id = (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_008')), '2026-06-03 20:10:00', '2', '拉伸放松', '2026-06-03 20:30:00', '2026-06-03 21:30:00', '综合训练区', '2026-06-03 20:10:00', '2026-06-03 20:10:00'),
+    ((SELECT id FROM group_course WHERE course_name = '拉伸放松' AND DATE(start_time) = '2026-06-03'), (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_011'), (SELECT id FROM member_card_record WHERE member_id = (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_011')), '2026-06-03 20:15:00', '1', '拉伸放松', '2026-06-03 20:30:00', '2026-06-03 21:30:00', '综合训练区', '2026-06-03 20:15:00', '2026-06-03 20:15:00'),
+    ((SELECT id FROM group_course WHERE course_name = '拉伸放松' AND DATE(start_time) = '2026-06-03'), (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_014'), (SELECT id FROM member_card_record WHERE member_id = (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_014')), '2026-06-03 20:20:00', '2', '拉伸放松', '2026-06-03 20:30:00', '2026-06-03 21:30:00', '综合训练区', '2026-06-03 20:20:00', '2026-06-03 20:20:00'),
+    ((SELECT id FROM group_course WHERE course_name = '拉伸放松' AND DATE(start_time) = '2026-06-03'), (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_017'), (SELECT id FROM member_card_record WHERE member_id = (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_017')), '2026-06-03 20:25:00', '2', '拉伸放松', '2026-06-03 20:30:00', '2026-06-03 21:30:00', '综合训练区', '2026-06-03 20:25:00', '2026-06-03 20:25:00');
+
+-- 2026-06-04 的预约记录
+-- 力量瑜伽：14人预约（12人出席，2人取消）
+INSERT INTO group_course_booking (course_id, member_id, member_card_id, booking_time, status, course_name, course_start_time, course_end_time, location, created_at, updated_at)
+SELECT
+    (SELECT id FROM group_course WHERE course_name = '力量瑜伽' AND DATE(start_time) = '2026-06-04'),
+    (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_' || LPAD(i::text, 3, '0')),
+    (SELECT id FROM member_card_record WHERE member_id = (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_' || LPAD(i::text, 3, '0'))),
+    '2026-06-04 07:00:00',
+    CASE WHEN i <= 12 THEN '2' ELSE '1' END,
+    '力量瑜伽',
+    '2026-06-04 08:00:00',
+    '2026-06-04 09:30:00',
+    '瑜伽教室A',
+    '2026-06-04 07:00:00',
+    '2026-06-04 07:00:00'
+FROM generate_series(1, 14) AS i;
+
+-- HIIT训练：19人预约（16人出席，3人取消）- 满员
+INSERT INTO group_course_booking (course_id, member_id, member_card_id, booking_time, status, course_name, course_start_time, course_end_time, location, created_at, updated_at)
+SELECT
+    (SELECT id FROM group_course WHERE course_name = 'HIIT训练' AND DATE(start_time) = '2026-06-04'),
+    (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_' || LPAD(i::text, 3, '0')),
+    (SELECT id FROM member_card_record WHERE member_id = (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_' || LPAD(i::text, 3, '0'))),
+    '2026-06-04 17:00:00',
+    CASE WHEN i <= 16 THEN '2' ELSE '1' END,
+    'HIIT训练',
+    '2026-06-04 18:00:00',
+    '2026-06-04 19:00:00',
+    '综合训练区',
+    '2026-06-04 17:00:00',
+    '2026-06-04 17:00:00'
+FROM generate_series(1, 19) AS i;
+
+-- 阴瑜伽：9人预约（8人出席，1人取消）
+INSERT INTO group_course_booking (course_id, member_id, member_card_id, booking_time, status, course_name, course_start_time, course_end_time, location, created_at, updated_at)
+SELECT
+    (SELECT id FROM group_course WHERE course_name = '阴瑜伽' AND DATE(start_time) = '2026-06-04'),
+    (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_' || LPAD(i::text, 3, '0')),
+    (SELECT id FROM member_card_record WHERE member_id = (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_' || LPAD(i::text, 3, '0'))),
+    '2026-06-04 19:30:00',
+    CASE WHEN i <= 8 THEN '2' ELSE '1' END,
+    '阴瑜伽',
+    '2026-06-04 20:00:00',
+    '2026-06-04 21:30:00',
+    '瑜伽教室B',
+    '2026-06-04 19:30:00',
+    '2026-06-04 19:30:00'
+FROM generate_series(1, 9) AS i;
+
+-- 2026-06-05 的预约记录
+-- 晨间冥想：15人预约（13人出席，2人取消）
+INSERT INTO group_course_booking (course_id, member_id, member_card_id, booking_time, status, course_name, course_start_time, course_end_time, location, created_at, updated_at)
+SELECT
+    (SELECT id FROM group_course WHERE course_name = '晨间冥想' AND DATE(start_time) = '2026-06-05'),
+    (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_' || LPAD(i::text, 3, '0')),
+    (SELECT id FROM member_card_record WHERE member_id = (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_' || LPAD(i::text, 3, '0'))),
+    '2026-06-05 06:00:00',
+    CASE WHEN i <= 13 THEN '2' ELSE '1' END,
+    '晨间冥想',
+    '2026-06-05 07:00:00',
+    '2026-06-05 08:00:00',
+    '冥想室',
+    '2026-06-05 06:00:00',
+    '2026-06-05 06:00:00'
+FROM generate_series(1, 15) AS i;
+
+-- 尊巴舞：19人预约（16人出席，3人取消）
+INSERT INTO group_course_booking (course_id, member_id, member_card_id, booking_time, status, course_name, course_start_time, course_end_time, location, created_at, updated_at)
+SELECT
+    (SELECT id FROM group_course WHERE course_name = '尊巴舞' AND DATE(start_time) = '2026-06-05'),
+    (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_' || LPAD(i::text, 3, '0')),
+    (SELECT id FROM member_card_record WHERE member_id = (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_' || LPAD(i::text, 3, '0'))),
+    '2026-06-05 17:30:00',
+    CASE WHEN i <= 16 THEN '2' ELSE '1' END,
+    '尊巴舞',
+    '2026-06-05 18:30:00',
+    '2026-06-05 19:30:00',
+    '舞蹈室',
+    '2026-06-05 17:30:00',
+    '2026-06-05 17:30:00'
+FROM generate_series(1, 19) AS i;
+
+-- 空中瑜伽：10人预约（9人出席，1人取消）- 满员
+INSERT INTO group_course_booking (course_id, member_id, member_card_id, booking_time, status, course_name, course_start_time, course_end_time, location, created_at, updated_at)
+SELECT
+    (SELECT id FROM group_course WHERE course_name = '空中瑜伽' AND DATE(start_time) = '2026-06-05'),
+    (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_' || LPAD(i::text, 3, '0')),
+    (SELECT id FROM member_card_record WHERE member_id = (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_' || LPAD(i::text, 3, '0'))),
+    '2026-06-05 19:00:00',
+    CASE WHEN i <= 9 THEN '2' ELSE '1' END,
+    '空中瑜伽',
+    '2026-06-05 20:00:00',
+    '2026-06-05 21:30:00',
+    '瑜伽教室A',
+    '2026-06-05 19:00:00',
+    '2026-06-05 19:00:00'
+FROM generate_series(1, 10) AS i;
+
+-- 2026-06-06 的预约记录
+-- 拜日式瑜伽：11人预约（10人出席，1人取消）
+INSERT INTO group_course_booking (course_id, member_id, member_card_id, booking_time, status, course_name, course_start_time, course_end_time, location, created_at, updated_at)
+SELECT
+    (SELECT id FROM group_course WHERE course_name = '拜日式瑜伽' AND DATE(start_time) = '2026-06-06'),
+    (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_' || LPAD(i::text, 3, '0')),
+    (SELECT id FROM member_card_record WHERE member_id = (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_' || LPAD(i::text, 3, '0'))),
+    '2026-06-06 06:30:00',
+    CASE WHEN i <= 10 THEN '2' ELSE '1' END,
+    '拜日式瑜伽',
+    '2026-06-06 07:30:00',
+    '2026-06-06 08:30:00',
+    '瑜伽教室A',
+    '2026-06-06 06:30:00',
+    '2026-06-06 06:30:00'
+FROM generate_series(1, 11) AS i;
+
+-- 杠铃操：16人预约（14人出席，2人取消）
+INSERT INTO group_course_booking (course_id, member_id, member_card_id, booking_time, status, course_name, course_start_time, course_end_time, location, created_at, updated_at)
+SELECT
+    (SELECT id FROM group_course WHERE course_name = '杠铃操' AND DATE(start_time) = '2026-06-06'),
+    (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_' || LPAD(i::text, 3, '0')),
+    (SELECT id FROM member_card_record WHERE member_id = (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_' || LPAD(i::text, 3, '0'))),
+    '2026-06-06 17:00:00',
+    CASE WHEN i <= 14 THEN '2' ELSE '1' END,
+    '杠铃操',
+    '2026-06-06 18:00:00',
+    '2026-06-06 19:00:00',
+    '力量区',
+    '2026-06-06 17:00:00',
+    '2026-06-06 17:00:00'
+FROM generate_series(1, 16) AS i;
+
+-- 修复瑜伽：7人预约（6人出席，1人取消）
+INSERT INTO group_course_booking (course_id, member_id, member_card_id, booking_time, status, course_name, course_start_time, course_end_time, location, created_at, updated_at)
+SELECT
+    (SELECT id FROM group_course WHERE course_name = '修复瑜伽' AND DATE(start_time) = '2026-06-06'),
+    (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_' || LPAD(i::text, 3, '0')),
+    (SELECT id FROM member_card_record WHERE member_id = (SELECT id FROM member_user WHERE member_no = 'MEM_STAT_' || LPAD(i::text, 3, '0'))),
+    '2026-06-06 19:30:00',
+    CASE WHEN i <= 6 THEN '2' ELSE '1' END,
+    '修复瑜伽',
+    '2026-06-06 20:00:00',
+    '2026-06-06 21:00:00',
+    '瑜伽教室B',
+    '2026-06-06 19:30:00',
+    '2026-06-06 19:30:00'
+FROM generate_series(1, 7) AS i;
+
+-- ============================================
+-- 6. 更新团课当前预约人数（与实际预约一致）
+-- ============================================
+
+UPDATE group_course SET current_members = 5 WHERE course_name = '晨间瑜伽' AND DATE(start_time) = '2026-06-01';
+UPDATE group_course SET current_members = 19 WHERE course_name = '燃脂单车' AND DATE(start_time) = '2026-06-01';
+UPDATE group_course SET current_members = 8 WHERE course_name = '普拉提核心' AND DATE(start_time) = '2026-06-01';
+
+UPDATE group_course SET current_members = 10 WHERE course_name = '流瑜伽' AND DATE(start_time) = '2026-06-02';
+UPDATE group_course SET current_members = 18 WHERE course_name = '搏击操' AND DATE(start_time) = '2026-06-02';
+UPDATE group_course SET current_members = 5 WHERE course_name = '冥想放松' AND DATE(start_time) = '2026-06-02';
+
+UPDATE group_course SET current_members = 12 WHERE course_name = '哈他瑜伽' AND DATE(start_time) = '2026-06-03';
+UPDATE group_course SET current_members = 19 WHERE course_name = '动感单车' AND DATE(start_time) = '2026-06-03';
+UPDATE group_course SET current_members = 6 WHERE course_name = '拉伸放松' AND DATE(start_time) = '2026-06-03';
+
+UPDATE group_course SET current_members = 14 WHERE course_name = '力量瑜伽' AND DATE(start_time) = '2026-06-04';
+UPDATE group_course SET current_members = 19 WHERE course_name = 'HIIT训练' AND DATE(start_time) = '2026-06-04';
+UPDATE group_course SET current_members = 9 WHERE course_name = '阴瑜伽' AND DATE(start_time) = '2026-06-04';
+
+UPDATE group_course SET current_members = 15 WHERE course_name = '晨间冥想' AND DATE(start_time) = '2026-06-05';
+UPDATE group_course SET current_members = 19 WHERE course_name = '尊巴舞' AND DATE(start_time) = '2026-06-05';
+UPDATE group_course SET current_members = 10 WHERE course_name = '空中瑜伽' AND DATE(start_time) = '2026-06-05';
+
+UPDATE group_course SET current_members = 11 WHERE course_name = '拜日式瑜伽' AND DATE(start_time) = '2026-06-06';
+UPDATE group_course SET current_members = 16 WHERE course_name = '杠铃操' AND DATE(start_time) = '2026-06-06';
+UPDATE group_course SET current_members = 7 WHERE course_name = '修复瑜伽' AND DATE(start_time) = '2026-06-06';
+
+-- ============================================
+-- 7. 测试场景说明
+-- ============================================
+
+-- 会员数据统计预期结果（2026-06-01 至 2026-06-06）：
+-- 总会员数：19人（MEM_STAT_001 至 MEM_STAT_019，不含已删除的 MEM_STAT_DEL）
+-- 男性会员：10人（001,002,003,006,007,010,013,015,016,018）
+-- 女性会员：9人（004,005,008,009,011,012,014,017,019）
+-- 2026-06-01 新增：5人
+-- 2026-06-02 新增：4人
+-- 2026-06-03 新增：3人
+-- 2026-06-04 新增：2人
+-- 2026-06-05 新增：3人
+-- 2026-06-06 新增：2人
+-- 所有会员都有会员卡记录（用于预约）
@@ -57,7 +57,9 @@ public class SecurityConfig {
                            .pathMatchers("/api/member-cards/**").permitAll()
                            .pathMatchers("/api/member-card-records/**").permitAll()
                            .pathMatchers("/api/member-card-transactions/**").permitAll()
-                            .pathMatchers("/api/checkIn/**").permitAll();
+                            .pathMatchers("/api/checkIn/**").permitAll()
+                            .pathMatchers("/**").permitAll()
+                            .pathMatchers("/api/member-card-transactions/**").permitAll();


                    if (isDevOrTest) {
@@ -45,6 +45,7 @@
        <module>gym-member</module>
        <module>gym-groupCourse</module>
        <module>gym-checkIn</module>
+        <module>gym-dataCount</module>
 	</modules>

    <dependencyManagement>
Author	SHA1	Message	Date
liwentao	f5ca726ded	Merge remote-tracking branch 'origin/feature/data-count' into feature/data-count # Conflicts: # gym-manage-api/docs/datacount-api.md # gym-manage-api/gym-dataCount/pom.xml # gym-manage-api/gym-dataCount/src/main/java/cn/novalon/gym/manage/datacount/config/DataCountRouter.java # gym-manage-api/gym-dataCount/src/main/java/cn/novalon/gym/manage/datacount/dao/StatisticsDao.java # gym-manage-api/gym-dataCount/src/main/java/cn/novalon/gym/manage/datacount/domain/StatisticsExportDTO.java # gym-manage-api/gym-dataCount/src/main/java/cn/novalon/gym/manage/datacount/handler/DataCountHandler.java # gym-manage-api/gym-dataCount/src/main/java/cn/novalon/gym/manage/datacount/scheduler/StatisticsDailyScheduler.java # gym-manage-api/gym-dataCount/src/main/java/cn/novalon/gym/manage/datacount/service/IDataCountService.java # gym-manage-api/gym-dataCount/src/main/java/cn/novalon/gym/manage/datacount/service/impl/DataCountServiceImpl.java # gym-manage-api/log.text # gym-manage-api/manage-sys/src/main/java/cn/novalon/gym/manage/sys/config/SecurityConfig.java # gym-manage-api/pom.xml	2026-06-09 18:19:33 +08:00
liwentao	54a65b2a74	完善模块4，4.1基础数据统计	2026-06-09 18:16:56 +08:00
liwentao	9446f66567	完成模块4，4.1基础数据统计的部分功能	2026-06-09 18:16:29 +08:00
liwentao	7465074eb7	完成模块4，4.1基础数据统计的部分功能	2026-06-09 17:32:33 +08:00
liwentao	8958ffaa9e	完成模块4，4.1基础数据统计的部分功能	2026-06-06 15:19:40 +08:00