Initial commit: 课程爬虫项目

3 weeks ago · 4f6283e6bd
36 changed files with 3537 additions and 0 deletions
--- a/.gitignore
+++ b/.gitignore
@ -0,0 +1,25 @@
+# Build outputs
+target/
+*.class
+
+# IDE
+.idea/
+*.iml
+.vscode/
+
+# Logs
+*.log
+
+# OS
+.DS_Store
+Thumbs.db
+
+# Database
+*.db
+*.db-journal
+
+# Temp files
+*.xml
+*.ps1
+report.txt
+Untitled-*.java
--- a/.trae-cn/worktrees/project/course-analysis
+++ b/.trae-cn/worktrees/project/course-analysis
@ -0,0 +1,4 @@
+id,courseCode,courseName,credit,teacher,department,capacity,enrolled,classTime,classRoom,courseType,semester,createTime
+1,CS101,计算机科学导论,3.0,李教授,计算机学院,100,95,,,必修课,2024-2025-1,
+2,MATH101,高等数学,5.0,王教授,数学学院,120,110,,,必修课,2024-2025-1,
+3,ENG101,大学英语,2.0,张教授,外国语学院,150,120,,,必修课,2024-2025-1,
--- a/.trae-cn/worktrees/project/course-analysis
+++ b/.trae-cn/worktrees/project/course-analysis
@ -0,0 +1,43 @@
+[ {
+  "id" : 1,
+  "courseCode" : "CS101",
+  "courseName" : "计算机科学导论",
+  "credit" : 3.0,
+  "teacher" : "李教授",
+  "department" : "计算机学院",
+  "capacity" : 100,
+  "enrolled" : 95,
+  "classTime" : null,
+  "classRoom" : null,
+  "courseType" : "必修课",
+  "semester" : "2024-2025-1",
+  "createTime" : null
+}, {
+  "id" : 2,
+  "courseCode" : "MATH101",
+  "courseName" : "高等数学",
+  "credit" : 5.0,
+  "teacher" : "王教授",
+  "department" : "数学学院",
+  "capacity" : 120,
+  "enrolled" : 110,
+  "classTime" : null,
+  "classRoom" : null,
+  "courseType" : "必修课",
+  "semester" : "2024-2025-1",
+  "createTime" : null
+}, {
+  "id" : 3,
+  "courseCode" : "ENG101",
+  "courseName" : "大学英语",
+  "credit" : 2.0,
+  "teacher" : "张教授",
+  "department" : "外国语学院",
+  "capacity" : 150,
+  "enrolled" : 120,
+  "classTime" : null,
+  "classRoom" : null,
+  "courseType" : "必修课",
+  "semester" : "2024-2025-1",
+  "createTime" : null
+} ]
--- a/.trae-cn/worktrees/project/course-analysis
+++ b/.trae-cn/worktrees/project/course-analysis
@ -0,0 +1,8 @@
+@echo off
+echo 正在编译项目...
+javac -d target/classes src/main/java/com/example/entity/Course.java src/main/java/com/example/DatabaseUtil.java src/main/java/com/example/CourseAnalysis.java src/main/java/com/example/HnuCourseSystem.java src/main/java/com/example/CourseSystemTest.java
+
+echo 正在运行测试程序...
+java -cp target/classes;C:\Users\范馨遥\.m2\repository\org\xerial\sqlite-jdbc\3.44.1.0\sqlite-jdbc-3.44.1.0.jar com.example.CourseSystemTest
+
+pause
--- a/copy/src/main/java/com/example/CourseAnalysis.java
+++ b/copy/src/main/java/com/example/CourseAnalysis.java
@ -0,0 +1,261 @@
+package com.example;
+
+import com.example.entity.Course;
+
+import java.util.List;
+import java.util.Map;
+import java.util.HashMap;
+import java.util.ArrayList;
+import java.util.stream.Collectors;
+
+/**
+ * 课程分析类
+ * 不依赖Spring Boot，使用普通Java类实现
+ */
+public class CourseAnalysis {
+    
+    // 无参构造方法
+    public CourseAnalysis() {
+    }
+    
+    // 获取课程类型分布
+    public Map<String, Integer> getCourseTypeDistribution() {
+        return DatabaseUtil.getCourseTypeDistribution();
+    }
+    
+    // 获取院系课程分布
+    public Map<String, Integer> getDepartmentDistribution() {
+        return DatabaseUtil.getDepartmentDistribution();
+    }
+    
+    // 获取学分分布
+    public Map<Double, Integer> getCreditDistribution() {
+        Map<Double, Integer> distribution = new HashMap<>();
+        List<Course> courses = DatabaseUtil.getAllCourses();
+        
+        for (Course course : courses) {
+            double credit = course.getCredit();
+            distribution.put(credit, distribution.getOrDefault(credit, 0) + 1);
+        }
+        
+        return distribution;
+    }
+    
+    // 获取热门课程
+    public List<Map<String, Object>> getTopCourses() {
+        return DatabaseUtil.getTopCourses();
+    }
+    
+    // 获取课程容量使用率
+    public List<Map<String, Object>> getCourseUsageRate() {
+        List<Map<String, Object>> usageRates = new ArrayList<>();
+        List<Course> courses = DatabaseUtil.getAllCourses();
+        
+        for (Course course : courses) {
+            Map<String, Object> usageRate = new HashMap<>();
+            usageRate.put("courseName", course.getCourseName());
+            usageRate.put("capacity", course.getCapacity());
+            usageRate.put("enrolled", course.getEnrolled());
+            double rate = course.getCapacity() > 0 ? (double) course.getEnrolled() / course.getCapacity() * 100 : 0;
+            usageRate.put("usageRate", rate);
+            usageRates.add(usageRate);
+        }
+        
+        // 按使用率排序
+        usageRates.sort((a, b) -> Double.compare((Double) b.get("usageRate"), (Double) a.get("usageRate")));
+        
+        return usageRates;
+    }
+    
+    // 获取整体统计信息
+    public Map<String, Object> getOverallStatistics() {
+        Map<String, Object> statistics = new HashMap<>();
+        try {
+            List<Course> allCourses = DatabaseUtil.getAllCourses();
+            
+            // 总课程数
+            statistics.put("totalCourses", allCourses.size());
+            
+            // 总学分
+            double totalCredits = allCourses.stream()
+                    .mapToDouble(Course::getCredit)
+                    .sum();
+            statistics.put("totalCredits", totalCredits);
+            
+            // 平均学分
+            double avgCredit = allCourses.isEmpty() ? 0 : totalCredits / allCourses.size();
+            statistics.put("averageCredit", avgCredit);
+            
+            // 总容量
+            int totalCapacity = allCourses.stream()
+                    .mapToInt(Course::getCapacity)
+                    .sum();
+            statistics.put("totalCapacity", totalCapacity);
+            
+            // 总已选人数
+            int totalEnrolled = allCourses.stream()
+                    .mapToInt(Course::getEnrolled)
+                    .sum();
+            statistics.put("totalEnrolled", totalEnrolled);
+            
+            // 总体使用率
+            double overallUsageRate = totalCapacity > 0 ? (double) totalEnrolled / totalCapacity * 100 : 0;
+            statistics.put("overallUsageRate", overallUsageRate);
+            
+            // 课程类型数量
+            long requiredCourses = allCourses.stream()
+                    .filter(course -> "必修课".equals(course.getCourseType()))
+                    .count();
+            statistics.put("requiredCourses", requiredCourses);
+            
+            long electiveCourses = allCourses.stream()
+                    .filter(course -> "选修课".equals(course.getCourseType()))
+                    .count();
+            statistics.put("electiveCourses", electiveCourses);
+            
+            // 院系数量
+            long departmentCount = allCourses.stream()
+                    .map(Course::getDepartment)
+                    .distinct()
+                    .count();
+            statistics.put("departmentCount", departmentCount);
+        } catch (Exception e) {
+            System.err.println("获取整体统计信息失败：" + e.getMessage());
+            // 返回默认值
+            statistics.put("totalCourses", 0);
+            statistics.put("totalCredits", 0.0);
+            statistics.put("averageCredit", 0.0);
+            statistics.put("totalCapacity", 0);
+            statistics.put("totalEnrolled", 0);
+            statistics.put("overallUsageRate", 0.0);
+            statistics.put("requiredCourses", 0);
+            statistics.put("electiveCourses", 0);
+            statistics.put("departmentCount", 0);
+        }
+        return statistics;
+    }
+    
+    // 获取按院系分组的课程统计
+    public Map<String, Map<String, Object>> getDepartmentStatistics() {
+        Map<String, Map<String, Object>> deptStats = new HashMap<>();
+        try {
+            List<Course> allCourses = DatabaseUtil.getAllCourses();
+            
+            // 按院系分组
+            Map<String, List<Course>> coursesByDept = allCourses.stream()
+                    .collect(Collectors.groupingBy(Course::getDepartment));
+            
+            for (Map.Entry<String, List<Course>> entry : coursesByDept.entrySet()) {
+                String department = entry.getKey();
+                List<Course> deptCourses = entry.getValue();
+                
+                Map<String, Object> stats = new HashMap<>();
+                stats.put("courseCount", deptCourses.size());
+                
+                double deptCredits = deptCourses.stream()
+                        .mapToDouble(Course::getCredit)
+                        .sum();
+                stats.put("totalCredits", deptCredits);
+                
+                int deptCapacity = deptCourses.stream()
+                        .mapToInt(Course::getCapacity)
+                        .sum();
+                stats.put("totalCapacity", deptCapacity);
+                
+                int deptEnrolled = deptCourses.stream()
+                        .mapToInt(Course::getEnrolled)
+                        .sum();
+                stats.put("totalEnrolled", deptEnrolled);
+                
+                double deptUsageRate = deptCapacity > 0 ? (double) deptEnrolled / deptCapacity * 100 : 0;
+                stats.put("usageRate", deptUsageRate);
+                
+                deptStats.put(department, stats);
+            }
+        } catch (Exception e) {
+            System.err.println("获取院系统计信息失败：" + e.getMessage());
+        }
+        return deptStats;
+    }
+    
+    // 获取教师课程统计
+    public Map<String, Map<String, Object>> getTeacherStatistics() {
+        Map<String, Map<String, Object>> teacherStats = new HashMap<>();
+        try {
+            List<Course> allCourses = DatabaseUtil.getAllCourses();
+            
+            // 按教师分组
+            Map<String, List<Course>> coursesByTeacher = allCourses.stream()
+                    .collect(Collectors.groupingBy(Course::getTeacher));
+            
+            for (Map.Entry<String, List<Course>> entry : coursesByTeacher.entrySet()) {
+                String teacher = entry.getKey();
+                List<Course> teacherCourses = entry.getValue();
+                
+                Map<String, Object> stats = new HashMap<>();
+                stats.put("courseCount", teacherCourses.size());
+                
+                double totalCredits = teacherCourses.stream()
+                        .mapToDouble(Course::getCredit)
+                        .sum();
+                stats.put("totalCredits", totalCredits);
+                
+                int totalEnrolled = teacherCourses.stream()
+                        .mapToInt(Course::getEnrolled)
+                        .sum();
+                stats.put("totalEnrolled", totalEnrolled);
+                
+                teacherStats.put(teacher, stats);
+            }
+        } catch (Exception e) {
+            System.err.println("获取教师统计信息失败：" + e.getMessage());
+        }
+        return teacherStats;
+    }
+    
+    // 获取课程容量利用率分析
+    public Map<String, Object> getCapacityAnalysis() {
+        Map<String, Object> analysis = new HashMap<>();
+        try {
+            List<Course> allCourses = DatabaseUtil.getAllCourses();
+            
+            int totalCapacity = allCourses.stream()
+                    .mapToInt(Course::getCapacity)
+                    .sum();
+            
+            int totalEnrolled = allCourses.stream()
+                    .mapToInt(Course::getEnrolled)
+                    .sum();
+            
+            int availableCapacity = totalCapacity - totalEnrolled;
+            
+            // 计算不同使用率区间的课程数量
+            long highUsage = allCourses.stream()
+                    .filter(course -> course.getCapacity() > 0 && 
+                            (double) course.getEnrolled() / course.getCapacity() >= 0.9)
+                    .count();
+            
+            long mediumUsage = allCourses.stream()
+                    .filter(course -> course.getCapacity() > 0 && 
+                            (double) course.getEnrolled() / course.getCapacity() >= 0.5 && 
+                            (double) course.getEnrolled() / course.getCapacity() < 0.9)
+                    .count();
+            
+            long lowUsage = allCourses.stream()
+                    .filter(course -> course.getCapacity() > 0 && 
+                            (double) course.getEnrolled() / course.getCapacity() < 0.5)
+                    .count();
+            
+            analysis.put("totalCapacity", totalCapacity);
+            analysis.put("totalEnrolled", totalEnrolled);
+            analysis.put("availableCapacity", availableCapacity);
+            analysis.put("highUsageCourses", highUsage);
+            analysis.put("mediumUsageCourses", mediumUsage);
+            analysis.put("lowUsageCourses", lowUsage);
+            
+        } catch (Exception e) {
+            System.err.println("获取容量分析失败：" + e.getMessage());
+        }
+        return analysis;
+    }
+}
--- a/copy/src/main/java/com/example/CourseSystemTest.java
+++ b/copy/src/main/java/com/example/CourseSystemTest.java
@ -0,0 +1,180 @@
+package com.example;
+
+import com.example.controller.CourseController;
+import com.example.crawler.CrawlerService;
+import com.example.entity.Course;
+import com.example.exception.BizException;
+import com.example.exception.ParseException;
+
+/**
+ * 测试类，用于验证湖大选课系统功能（MVC架构 + 策略模式爬虫）
+ */
+public class CourseSystemTest {
+    
+    public static void main(String[] args) {
+        // 测试爬虫功能
+        testCrawler();
+        
+        // 创建Controller
+        CourseController controller = new CourseController();
+        
+        // 初始化数据库
+        controller.initDatabase();
+        
+        // 清空现有数据
+        controller.clearAllCourses();
+        
+        // 添加测试数据
+        addTestData(controller);
+        
+        // 测试整体统计信息
+        System.out.println("\n===== 测试整体统计信息 =====");
+        System.out.println(controller.getOverallStatistics());
+        
+        // 测试课程类型分布
+        System.out.println("\n===== 测试课程类型分布 =====");
+        System.out.println(controller.getCourseTypeDistribution());
+        
+        // 测试院系统计
+        System.out.println("\n===== 测试院系统计 =====");
+        System.out.println(controller.getDepartmentDistribution());
+        
+        // 测试学分分布
+        System.out.println("\n===== 测试学分分布 =====");
+        System.out.println(controller.getCreditDistribution());
+        
+        // 测试热门课程
+        System.out.println("\n===== 测试热门课程 =====");
+        System.out.println(controller.getTopCourses());
+        
+        // 测试课程容量使用率
+        System.out.println("\n===== 测试课程容量使用率 =====");
+        System.out.println(controller.getCourseUsageRate());
+        
+        // 测试按院系分组的统计
+        System.out.println("\n===== 测试按院系分组的统计 =====");
+        System.out.println(controller.getDepartmentStatistics());
+        
+        // 测试教师课程统计
+        System.out.println("\n===== 测试教师课程统计 =====");
+        System.out.println(controller.getTeacherStatistics());
+        
+        // 测试课程容量利用率分析
+        System.out.println("\n===== 测试课程容量利用率分析 =====");
+        System.out.println(controller.getCapacityAnalysis());
+        
+        System.out.println("\n===== 测试完成 =====");
+    }
+    
+    /**
+     * 测试爬虫多网站解析功能（策略模式）
+     */
+    private static void testCrawler() {
+        System.out.println("===== 测试爬虫多网站解析功能 =====");
+        
+        CrawlerService crawler = new CrawlerService();
+        
+        System.out.println("支持的网站: " + crawler.getSupportedWebsites());
+        
+        // 测试湖南大学解析
+        System.out.println("\n--- 测试湖南大学解析 ---");
+        try {
+            Course[] hnuCourses = crawler.simulateCrawl("hnu");
+            System.out.println("解析到 " + hnuCourses.length + " 门课程");
+            for (Course c : hnuCourses) {
+                System.out.println("  - " + c.getCourseName() + " (" + c.getCourseCode() + ")");
+                System.out.println("    教师: " + c.getTeacher() + ", 学分: " + c.getCredit());
+            }
+        } catch (ParseException | BizException e) {
+            System.err.println("湖南大学解析失败: " + e.getMessage());
+        }
+        
+        // 测试山东大学解析
+        System.out.println("\n--- 测试山东大学解析 ---");
+        try {
+            Course[] sduCourses = crawler.simulateCrawl("sdu");
+            System.out.println("解析到 " + sduCourses.length + " 门课程");
+            for (Course c : sduCourses) {
+                System.out.println("  - " + c.getCourseName() + " (" + c.getCourseCode() + ")");
+                System.out.println("    教师: " + c.getTeacher() + ", 学分: " + c.getCredit());
+            }
+        } catch (ParseException | BizException e) {
+            System.err.println("山东大学解析失败: " + e.getMessage());
+        }
+    }
+    
+    // 添加测试数据
+    private static void addTestData(CourseController controller) {
+        Course course1 = new Course();
+        course1.setCourseCode("CS101");
+        course1.setCourseName("计算机科学导论");
+        course1.setCredit(3.0);
+        course1.setTeacher("张教授");
+        course1.setDepartment("计算机学院");
+        course1.setCapacity(100);
+        course1.setEnrolled(95);
+        course1.setClassTime("周一 8:00-10:00");
+        course1.setClassRoom("A101");
+        course1.setCourseType("必修课");
+        course1.setSemester("2024春季");
+        controller.saveCourse(course1);
+        
+        Course course2 = new Course();
+        course2.setCourseCode("CS102");
+        course2.setCourseName("数据结构");
+        course2.setCredit(4.0);
+        course2.setTeacher("李教授");
+        course2.setDepartment("计算机学院");
+        course2.setCapacity(80);
+        course2.setEnrolled(75);
+        course2.setClassTime("周二 10:00-12:00");
+        course2.setClassRoom("A102");
+        course2.setCourseType("必修课");
+        course2.setSemester("2024春季");
+        controller.saveCourse(course2);
+        
+        Course course3 = new Course();
+        course3.setCourseCode("MATH101");
+        course3.setCourseName("高等数学");
+        course3.setCredit(5.0);
+        course3.setTeacher("王教授");
+        course3.setDepartment("数学学院");
+        course3.setCapacity(120);
+        course3.setEnrolled(110);
+        course3.setClassTime("周三 8:00-10:00");
+        course3.setClassRoom("B101");
+        course3.setCourseType("必修课");
+        course3.setSemester("2024春季");
+        controller.saveCourse(course3);
+        
+        Course course4 = new Course();
+        course4.setCourseCode("ENG101");
+        course4.setCourseName("大学英语");
+        course4.setCredit(2.0);
+        course4.setTeacher("刘教授");
+        course4.setDepartment("外国语学院");
+        course4.setCapacity(150);
+        course4.setEnrolled(120);
+        course4.setClassTime("周四 14:00-16:00");
+        course4.setClassRoom("C101");
+        course4.setCourseType("选修课");
+        course4.setSemester("2024春季");
+        controller.saveCourse(course4);
+        
+        Course course5 = new Course();
+        course5.setCourseCode("PHYS101");
+        course5.setCourseName("大学物理");
+        course5.setCredit(4.0);
+        course5.setTeacher("陈教授");
+        course5.setDepartment("物理学院");
+        course5.setCapacity(90);
+        course5.setEnrolled(85);
+        course5.setClassTime("周五 10:00-12:00");
+        course5.setClassRoom("D101");
+        course5.setCourseType("必修课");
+        course5.setSemester("2024春季");
+        controller.saveCourse(course5);
+        
+        System.out.println("测试数据添加完成，共添加 5 门课程");
+    }
+}
--- a/copy/src/main/java/com/example/DatabaseUtil.java
+++ b/copy/src/main/java/com/example/DatabaseUtil.java
@ -0,0 +1,195 @@
+package com.example;
+
+import com.example.entity.Course;
+
+import java.sql.*;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Map;
+import java.util.HashMap;
+
+/**
+ * 数据库工具类
+ * 提供数据库操作相关方法
+ */
+public class DatabaseUtil {
+    // 数据库URL
+    private static final String DB_URL = "jdbc:sqlite:course.db";
+    
+    // 静态初始化块，加载SQLite驱动
+    static {
+        try {
+            Class.forName("org.sqlite.JDBC");
+            System.out.println("SQLite驱动加载成功");
+        } catch (ClassNotFoundException e) {
+            System.err.println("SQLite驱动加载失败: " + e.getMessage());
+        }
+    }
+    
+    // 初始化数据库
+    public static void initDatabase() {
+        try (Connection conn = DriverManager.getConnection(DB_URL);
+             Statement stmt = conn.createStatement()) {
+            
+            // 创建courses表
+            String createTableSQL = "CREATE TABLE IF NOT EXISTS courses (" +
+                    "id INTEGER PRIMARY KEY AUTOINCREMENT," +
+                    "course_code TEXT," +
+                    "course_name TEXT," +
+                    "credit REAL," +
+                    "teacher TEXT," +
+                    "department TEXT," +
+                    "capacity INTEGER," +
+                    "enrolled INTEGER," +
+                    "class_time TEXT," +
+                    "class_room TEXT," +
+                    "course_type TEXT," +
+                    "semester TEXT," +
+                    "create_time TIMESTAMP DEFAULT CURRENT_TIMESTAMP" +
+                    ")";
+            stmt.executeUpdate(createTableSQL);
+            
+            System.out.println("数据库初始化成功");
+        } catch (SQLException e) {
+            System.err.println("数据库初始化失败: " + e.getMessage());
+        }
+    }
+    
+    // 获取所有课程
+    public static List<Course> getAllCourses() {
+        List<Course> courses = new ArrayList<>();
+        String sql = "SELECT * FROM courses";
+        
+        try (Connection conn = DriverManager.getConnection(DB_URL);
+             Statement stmt = conn.createStatement();
+             ResultSet rs = stmt.executeQuery(sql)) {
+            
+            while (rs.next()) {
+                Course course = new Course();
+                course.setId(rs.getLong("id"));
+                course.setCourseCode(rs.getString("course_code"));
+                course.setCourseName(rs.getString("course_name"));
+                course.setCredit(rs.getDouble("credit"));
+                course.setTeacher(rs.getString("teacher"));
+                course.setDepartment(rs.getString("department"));
+                course.setCapacity(rs.getInt("capacity"));
+                course.setEnrolled(rs.getInt("enrolled"));
+                course.setClassTime(rs.getString("class_time"));
+                course.setClassRoom(rs.getString("class_room"));
+                course.setCourseType(rs.getString("course_type"));
+                course.setSemester(rs.getString("semester"));
+                courses.add(course);
+            }
+        } catch (SQLException e) {
+            System.err.println("获取课程列表失败: " + e.getMessage());
+        }
+        
+        return courses;
+    }
+    
+    // 获取课程类型分布
+    public static Map<String, Integer> getCourseTypeDistribution() {
+        Map<String, Integer> distribution = new HashMap<>();
+        String sql = "SELECT course_type, COUNT(*) as count FROM courses GROUP BY course_type";
+        
+        try (Connection conn = DriverManager.getConnection(DB_URL);
+             Statement stmt = conn.createStatement();
+             ResultSet rs = stmt.executeQuery(sql)) {
+            
+            while (rs.next()) {
+                String type = rs.getString("course_type");
+                int count = rs.getInt("count");
+                distribution.put(type, count);
+            }
+        } catch (SQLException e) {
+            System.err.println("获取课程类型分布失败: " + e.getMessage());
+        }
+        
+        return distribution;
+    }
+    
+    // 获取院系分布
+    public static Map<String, Integer> getDepartmentDistribution() {
+        Map<String, Integer> distribution = new HashMap<>();
+        String sql = "SELECT department, COUNT(*) as count FROM courses GROUP BY department";
+        
+        try (Connection conn = DriverManager.getConnection(DB_URL);
+             Statement stmt = conn.createStatement();
+             ResultSet rs = stmt.executeQuery(sql)) {
+            
+            while (rs.next()) {
+                String department = rs.getString("department");
+                int count = rs.getInt("count");
+                distribution.put(department, count);
+            }
+        } catch (SQLException e) {
+            System.err.println("获取院系分布失败: " + e.getMessage());
+        }
+        
+        return distribution;
+    }
+    
+    // 获取热门课程
+    public static List<Map<String, Object>> getTopCourses() {
+        List<Map<String, Object>> topCourses = new ArrayList<>();
+        String sql = "SELECT course_name, teacher, department, capacity, enrolled FROM courses ORDER BY enrolled DESC LIMIT 10";
+        
+        try (Connection conn = DriverManager.getConnection(DB_URL);
+             Statement stmt = conn.createStatement();
+             ResultSet rs = stmt.executeQuery(sql)) {
+            
+            while (rs.next()) {
+                Map<String, Object> course = new HashMap<>();
+                course.put("courseName", rs.getString("course_name"));
+                course.put("teacher", rs.getString("teacher"));
+                course.put("department", rs.getString("department"));
+                course.put("capacity", rs.getInt("capacity"));
+                course.put("enrolled", rs.getInt("enrolled"));
+                topCourses.add(course);
+            }
+        } catch (SQLException e) {
+            System.err.println("获取热门课程失败: " + e.getMessage());
+        }
+        
+        return topCourses;
+    }
+    
+    // 保存课程
+    public static void saveCourse(Course course) {
+        String sql = "INSERT INTO courses (course_code, course_name, credit, teacher, department, capacity, enrolled, class_time, class_room, course_type, semester) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)";
+        
+        try (Connection conn = DriverManager.getConnection(DB_URL);
+             PreparedStatement pstmt = conn.prepareStatement(sql)) {
+            
+            pstmt.setString(1, course.getCourseCode());
+            pstmt.setString(2, course.getCourseName());
+            pstmt.setDouble(3, course.getCredit());
+            pstmt.setString(4, course.getTeacher());
+            pstmt.setString(5, course.getDepartment());
+            pstmt.setInt(6, course.getCapacity());
+            pstmt.setInt(7, course.getEnrolled());
+            pstmt.setString(8, course.getClassTime());
+            pstmt.setString(9, course.getClassRoom());
+            pstmt.setString(10, course.getCourseType());
+            pstmt.setString(11, course.getSemester());
+            
+            pstmt.executeUpdate();
+        } catch (SQLException e) {
+            System.err.println("保存课程失败: " + e.getMessage());
+        }
+    }
+    
+    // 清空课程数据
+    public static void clearCourses() {
+        String sql = "DELETE FROM courses";
+        
+        try (Connection conn = DriverManager.getConnection(DB_URL);
+             Statement stmt = conn.createStatement()) {
+            
+            stmt.executeUpdate(sql);
+            System.out.println("课程数据清空成功");
+        } catch (SQLException e) {
+            System.err.println("清空课程数据失败: " + e.getMessage());
+        }
+    }
+}
--- a/copy/src/main/java/com/example/ExceptionDemo.java
+++ b/copy/src/main/java/com/example/ExceptionDemo.java
@ -0,0 +1,105 @@
+package com.example;
+
+import com.example.crawler.CrawlerService;
+import com.example.exception.BizException;
+import com.example.exception.ParseException;
+
+/**
+ * 异常体系演示类 - 独立展示各种异常场景
+ */
+public class ExceptionDemo {
+    
+    public static void main(String[] args) {
+        System.out.println("══════════════════════════════════════════");
+        System.out.println("           异常体系测试演示");
+        System.out.println("══════════════════════════════════════════\n");
+        
+        CrawlerService crawler = new CrawlerService();
+        
+        // 测试1: 正常解析
+        testNormalParse(crawler);
+        
+        // 测试2: 不支持的网站 - ParseException
+        testUnsupportedSite(crawler);
+        
+        // 测试3: 空URL - BizException
+        testEmptyUrl(crawler);
+        
+        // 测试4: 空HTML - BizException
+        testEmptyHtml(crawler);
+        
+        // 测试5: null参数 - BizException
+        testNullUrl(crawler);
+        
+        System.out.println("\n══════════════════════════════════════════");
+        System.out.println("              测试完成！");
+        System.out.println("══════════════════════════════════════════");
+    }
+    
+    private static void testNormalParse(CrawlerService crawler) {
+        System.out.println("【测试1】正常解析（湖南大学）");
+        try {
+            crawler.simulateCrawl("hnu");
+            System.out.println("   ✓ 解析成功");
+        } catch (Exception e) {
+            System.out.println("   ✗ 失败: " + e.getMessage());
+        }
+        System.out.println();
+    }
+    
+    private static void testUnsupportedSite(CrawlerService crawler) {
+        System.out.println("【测试2】不支持的网站 → ParseException");
+        try {
+            crawler.parse("https://www.unknown.edu.cn", "<html></html>");
+        } catch (ParseException e) {
+            System.out.println("   ✓ 捕获异常:");
+            System.out.println("     错误码: " + e.getErrorCode());
+            System.out.println("     错误信息: " + e.getMessage());
+        } catch (Exception e) {
+            System.out.println("   ✗ 其他异常: " + e.getMessage());
+        }
+        System.out.println();
+    }
+    
+    private static void testEmptyUrl(CrawlerService crawler) {
+        System.out.println("【测试3】空URL → BizException");
+        try {
+            crawler.parse("", "<html></html>");
+        } catch (BizException e) {
+            System.out.println("   ✓ 捕获异常:");
+            System.out.println("     错误码: " + e.getErrorCode());
+            System.out.println("     错误信息: " + e.getMessage());
+        } catch (Exception e) {
+            System.out.println("   ✗ 其他异常: " + e.getMessage());
+        }
+        System.out.println();
+    }
+    
+    private static void testEmptyHtml(CrawlerService crawler) {
+        System.out.println("【测试4】空HTML内容 → BizException");
+        try {
+            crawler.parse("https://www.hnu.edu.cn", "");
+        } catch (BizException e) {
+            System.out.println("   ✓ 捕获异常:");
+            System.out.println("     错误码: " + e.getErrorCode());
+            System.out.println("     错误信息: " + e.getMessage());
+        } catch (Exception e) {
+            System.out.println("   ✗ 其他异常: " + e.getMessage());
+        }
+        System.out.println();
+    }
+    
+    private static void testNullUrl(CrawlerService crawler) {
+        System.out.println("【测试5】null参数 → BizException");
+        try {
+            crawler.parse(null, "<html></html>");
+        } catch (BizException e) {
+            System.out.println("   ✓ 捕获异常:");
+            System.out.println("     错误码: " + e.getErrorCode());
+            System.out.println("     错误信息: " + e.getMessage());
+        } catch (Exception e) {
+            System.out.println("   ✗ 其他异常: " + e.getMessage());
+        }
+        System.out.println();
+    }
+}
--- a/copy/src/main/java/com/example/ExceptionTest.java
+++ b/copy/src/main/java/com/example/ExceptionTest.java
@ -0,0 +1,68 @@
+package com.example;
+
+import com.example.crawler.CrawlerService;
+import com.example.exception.BizException;
+import com.example.exception.ParseException;
+
+/**
+ * 异常体系测试类 - 演示各种异常场景
+ */
+public class ExceptionTest {
+    
+    public static void main(String[] args) {
+        CrawlerService crawler = new CrawlerService();
+        
+        System.out.println("===== 测试异常体系 =====");
+        
+        // 测试1: 正常解析（不抛出异常）
+        System.out.println("\n--- 测试1: 正常解析（湖南大学）---");
+        try {
+            crawler.simulateCrawl("hnu");
+            System.out.println("✓ 解析成功");
+        } catch (Exception e) {
+            System.out.println("✗ 失败: " + e.getMessage());
+        }
+        
+        // 测试2: 测试不支持的网站（抛出ParseException）
+        System.out.println("\n--- 测试2: 测试不支持的网站 ---");
+        try {
+            crawler.parse("https://www.unknown.edu.cn", "<html></html>");
+        } catch (ParseException e) {
+            System.out.println("✓ ParseException: " + e.getErrorCode() + " - " + e.getMessage());
+        } catch (Exception e) {
+            System.out.println("✗ 其他异常: " + e.getMessage());
+        }
+        
+        // 测试3: 测试空URL（抛出BizException）
+        System.out.println("\n--- 测试3: 测试空URL ---");
+        try {
+            crawler.parse("", "<html></html>");
+        } catch (BizException e) {
+            System.out.println("✓ BizException: " + e.getErrorCode() + " - " + e.getMessage());
+        } catch (Exception e) {
+            System.out.println("✗ 其他异常: " + e.getMessage());
+        }
+        
+        // 测试4: 测试空HTML（抛出BizException）
+        System.out.println("\n--- 测试4: 测试空HTML ---");
+        try {
+            crawler.parse("https://www.hnu.edu.cn", "");
+        } catch (BizException e) {
+            System.out.println("✓ BizException: " + e.getErrorCode() + " - " + e.getMessage());
+        } catch (Exception e) {
+            System.out.println("✗ 其他异常: " + e.getMessage());
+        }
+        
+        // 测试5: 测试null参数（抛出BizException）
+        System.out.println("\n--- 测试5: 测试null参数 ---");
+        try {
+            crawler.parse(null, "<html></html>");
+        } catch (BizException e) {
+            System.out.println("✓ BizException: " + e.getErrorCode() + " - " + e.getMessage());
+        } catch (Exception e) {
+            System.out.println("✗ 其他异常: " + e.getMessage());
+        }
+        
+        System.out.println("\n===== 异常测试完成 =====");
+    }
+}
--- a/copy/src/main/java/com/example/ExportTest.java
+++ b/copy/src/main/java/com/example/ExportTest.java
@ -0,0 +1,86 @@
+package com.example;
+
+import com.example.entity.Course;
+import com.example.export.ExportService;
+
+import java.util.ArrayList;
+import java.util.List;
+
+public class ExportTest {
+    public static void main(String[] args) {
+        System.out.println("══════════════════════════════════════════");
+        System.out.println("           数据导出功能测试");
+        System.out.println("══════════════════════════════════════════\n");
+
+        List<Course> courses = createTestData();
+        
+        ExportService exportService = new ExportService();
+        
+        // 测试JSON导出
+        System.out.println("【测试1】导出为JSON格式");
+        try {
+            exportService.exportToJson(courses, "output/courses.json");
+            System.out.println("   ✓ JSON导出成功\n");
+        } catch (Exception e) {
+            System.out.println("   ✗ JSON导出失败: " + e.getMessage() + "\n");
+        }
+        
+        // 测试CSV导出
+        System.out.println("【测试2】导出为CSV格式");
+        try {
+            exportService.exportToCsv(courses, "output/courses.csv");
+            System.out.println("   ✓ CSV导出成功\n");
+        } catch (Exception e) {
+            System.out.println("   ✗ CSV导出失败: " + e.getMessage() + "\n");
+        }
+
+        System.out.println("══════════════════════════════════════════");
+        System.out.println("              导出测试完成！");
+        System.out.println("══════════════════════════════════════════");
+    }
+
+    private static List<Course> createTestData() {
+        List<Course> courses = new ArrayList<>();
+        
+        Course c1 = new Course();
+        c1.setId(1L);
+        c1.setCourseCode("CS101");
+        c1.setCourseName("计算机科学导论");
+        c1.setCredit(3.0);
+        c1.setTeacher("李教授");
+        c1.setDepartment("计算机学院");
+        c1.setCapacity(100);
+        c1.setEnrolled(95);
+        c1.setCourseType("必修课");
+        c1.setSemester("2024-2025-1");
+        courses.add(c1);
+
+        Course c2 = new Course();
+        c2.setId(2L);
+        c2.setCourseCode("MATH101");
+        c2.setCourseName("高等数学");
+        c2.setCredit(5.0);
+        c2.setTeacher("王教授");
+        c2.setDepartment("数学学院");
+        c2.setCapacity(120);
+        c2.setEnrolled(110);
+        c2.setCourseType("必修课");
+        c2.setSemester("2024-2025-1");
+        courses.add(c2);
+
+        Course c3 = new Course();
+        c3.setId(3L);
+        c3.setCourseCode("ENG101");
+        c3.setCourseName("大学英语");
+        c3.setCredit(2.0);
+        c3.setTeacher("张教授");
+        c3.setDepartment("外国语学院");
+        c3.setCapacity(150);
+        c3.setEnrolled(120);
+        c3.setCourseType("必修课");
+        c3.setSemester("2024-2025-1");
+        courses.add(c3);
+
+        return courses;
+    }
+}
--- a/copy/src/main/java/com/example/HnuCourseSystem.java
+++ b/copy/src/main/java/com/example/HnuCourseSystem.java
@ -0,0 +1,54 @@
+package com.example;
+
+import com.example.controller.CourseController;
+import com.example.view.CourseView;
+
+/**
+ * 湖大选课系统主应用类
+ * MVC架构入口，协调Controller和View
+ */
+public class HnuCourseSystem {
+    
+    public static void main(String[] args) {
+        // 创建Controller和View
+        CourseController controller = new CourseController();
+        CourseView view = new CourseView();
+        
+        // 初始化数据库
+        controller.initDatabase();
+        
+        try {
+            int choice;
+            
+            do {
+                // 显示菜单
+                view.displayMenu();
+                
+                // 获取用户选择
+                choice = view.getUserChoice();
+                
+                // 根据选择执行相应操作
+                switch (choice) {
+                    case 1 -> view.displayOverallStatistics(controller.getOverallStatistics());
+                    case 2 -> view.displayCourseTypeDistribution(controller.getCourseTypeDistribution());
+                    case 3 -> view.displayDepartmentDistribution(controller.getDepartmentDistribution());
+                    case 4 -> view.displayCreditDistribution(controller.getCreditDistribution());
+                    case 5 -> view.displayTopCourses(controller.getTopCourses());
+                    case 6 -> view.displayCourseUsageRate(controller.getCourseUsageRate());
+                    case 7 -> view.displayDepartmentStatistics(controller.getDepartmentStatistics());
+                    case 0 -> view.displayExitMessage();
+                    default -> view.displayInvalidChoice();
+                }
+                
+                // 非退出操作时等待用户确认
+                if (choice != 0) {
+                    view.displayContinuePrompt();
+                }
+                
+            } while (choice != 0);
+            
+        } finally {
+            view.close();
+        }
+    }
+}
--- a/.trae-cn/worktrees/project/course-analysis
+++ b/.trae-cn/worktrees/project/course-analysis
@ -0,0 +1,89 @@
+package com.example;
+
+/**
+ * 泛型Pair类，用于存储两个不同类型的值
+ * @param <K> 键的类型
+ * @param <V> 值的类型
+ */
+public class Pair<K, V> {
+    private K key;
+    private V value;
+
+    /**
+     * 构造方法
+     * @param key 键
+     * @param value 值
+     */
+    public Pair(K key, V value) {
+        this.key = key;
+        this.value = value;
+    }
+
+    /**
+     * 获取键
+     * @return 键
+     */
+    public K getKey() {
+        return key;
+    }
+
+    /**
+     * 设置键
+     * @param key 键
+     */
+    public void setKey(K key) {
+        this.key = key;
+    }
+
+    /**
+     * 获取值
+     * @return 值
+     */
+    public V getValue() {
+        return value;
+    }
+
+    /**
+     * 设置值
+     * @param value 值
+     */
+    public void setValue(V value) {
+        this.value = value;
+    }
+
+    @Override
+    public String toString() {
+        return "Pair{" +
+                "key=" + key +
+                ", value=" + value +
+                '}';
+    }
+
+    @Override
+    public boolean equals(Object o) {
+        if (this == o) return true;
+        if (o == null || getClass() != o.getClass()) return false;
+        Pair<?, ?> pair = (Pair<?, ?>) o;
+        if (key != null ? !key.equals(pair.key) : pair.key != null) return false;
+        return value != null ? value.equals(pair.value) : pair.value == null;
+    }
+
+    @Override
+    public int hashCode() {
+        int result = key != null ? key.hashCode() : 0;
+        result = 31 * result + (value != null ? value.hashCode() : 0);
+        return result;
+    }
+
+    /**
+     * 静态工厂方法，创建Pair实例
+     * @param key 键
+     * @param value 值
+     * @param <K> 键的类型
+     * @param <V> 值的类型
+     * @return Pair实例
+     */
+    public static <K, V> Pair<K, V> of(K key, V value) {
+        return new Pair<>(key, value);
+    }
+}
--- a/copy/src/main/java/com/example/controller/CourseController.java
+++ b/copy/src/main/java/com/example/controller/CourseController.java
@ -0,0 +1,68 @@
+package com.example.controller;
+
+import com.example.entity.Course;
+import com.example.service.CourseService;
+
+import java.util.List;
+import java.util.Map;
+
+/**
+ * 课程控制器（Controller）
+ * 负责接收用户请求，调用Service层，返回结果
+ */
+public class CourseController {
+    
+    private final CourseService service;
+    
+    public CourseController() {
+        this.service = new CourseService();
+    }
+    
+    public void initDatabase() {
+        service.initDatabase();
+    }
+    
+    public void clearAllCourses() {
+        service.clearAllCourses();
+    }
+    
+    public void saveCourse(Course course) {
+        service.saveCourse(course);
+    }
+    
+    public Map<String, Object> getOverallStatistics() {
+        return service.getOverallStatistics();
+    }
+    
+    public Map<String, Integer> getCourseTypeDistribution() {
+        return service.getCourseTypeDistribution();
+    }
+    
+    public Map<String, Integer> getDepartmentDistribution() {
+        return service.getDepartmentDistribution();
+    }
+    
+    public Map<Double, Integer> getCreditDistribution() {
+        return service.getCreditDistribution();
+    }
+    
+    public List<Map<String, Object>> getTopCourses() {
+        return service.getTopCourses();
+    }
+    
+    public List<Map<String, Object>> getCourseUsageRate() {
+        return service.getCourseUsageRate();
+    }
+    
+    public Map<String, Map<String, Object>> getDepartmentStatistics() {
+        return service.getDepartmentStatistics();
+    }
+    
+    public Map<String, Map<String, Object>> getTeacherStatistics() {
+        return service.getTeacherStatistics();
+    }
+    
+    public Map<String, Object> getCapacityAnalysis() {
+        return service.getCapacityAnalysis();
+    }
+}
--- a/copy/src/main/java/com/example/crawler/CrawlerContext.java
+++ b/copy/src/main/java/com/example/crawler/CrawlerContext.java
@ -0,0 +1,78 @@
+package com.example.crawler;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import com.example.crawler.strategy.ParseStrategy;
+import com.example.entity.Course;
+
+/**
+ * 爬虫上下文类
+ * 负责策略的选择和执行
+ */
+public class CrawlerContext {
+    
+    private ParseStrategy strategy;
+    private final List<ParseStrategy> strategies;
+    
+    public CrawlerContext() {
+        this.strategies = new ArrayList<>();
+    }
+    
+    public void registerStrategy(ParseStrategy strategy) {
+        if (!strategies.contains(strategy)) {
+            strategies.add(strategy);
+            System.out.println("注册解析策略: " + strategy.getName());
+        }
+    }
+    
+    public void registerStrategies(ParseStrategy... newStrategies) {
+        for (ParseStrategy strategy : newStrategies) {
+            registerStrategy(strategy);
+        }
+    }
+    
+    /**
+     * 根据URL自动选择合适的解析策略
+     * @return 是否找到合适的策略
+     */
+    public boolean selectStrategy(String url) {
+        this.strategy = strategies.stream()
+            .filter(s -> s.supports(url))
+            .findFirst()
+            .orElse(null);
+        
+        if (strategy != null) {
+            System.out.println("选择解析策略: " + strategy.getName());
+            return true;
+        }
+        return false;
+    }
+    
+    public Course[] executeParse(String html) {
+        if (strategy == null) {
+            throw new IllegalStateException("请先选择解析策略");
+        }
+        return strategy.parse(html);
+    }
+    
+    public void setStrategy(ParseStrategy strategy) {
+        this.strategy = strategy;
+    }
+    
+    public ParseStrategy getStrategy() {
+        return strategy;
+    }
+    
+    public List<ParseStrategy> getAllStrategies() {
+        return new ArrayList<>(strategies);
+    }
+    
+    public List<String> getSupportedWebsites() {
+        List<String> websites = new ArrayList<>();
+        for (ParseStrategy s : strategies) {
+            websites.add(s.getName());
+        }
+        return websites;
+    }
+}
--- a/copy/src/main/java/com/example/crawler/CrawlerService.java
+++ b/copy/src/main/java/com/example/crawler/CrawlerService.java
@ -0,0 +1,221 @@
+package com.example.crawler;
+
+import com.example.crawler.strategy.HnuParseStrategy;
+import com.example.crawler.strategy.ParseStrategy;
+import com.example.crawler.strategy.SduParseStrategy;
+import com.example.entity.Course;
+import com.example.exception.BizException;
+import com.example.exception.NetworkException;
+import com.example.exception.ParseException;
+
+import java.io.BufferedReader;
+import java.io.InputStreamReader;
+import java.net.HttpURLConnection;
+import java.net.MalformedURLException;
+import java.net.URL;
+import java.nio.charset.StandardCharsets;
+
+/**
+ * 爬虫服务类
+ * 提供网页爬取和课程解析功能
+ */
+public class CrawlerService {
+    
+    private final CrawlerContext context;
+    
+    public CrawlerService() {
+        this.context = new CrawlerContext();
+        initStrategies();
+    }
+    
+    private void initStrategies() {
+        context.registerStrategies(
+            new HnuParseStrategy(),
+            new SduParseStrategy()
+        );
+    }
+    
+    public void addStrategy(ParseStrategy strategy) {
+        context.registerStrategy(strategy);
+    }
+    
+    public java.util.List<ParseStrategy> getStrategies() {
+        return context.getAllStrategies();
+    }
+    
+    /**
+     * 爬取指定URL并解析课程信息
+     * @throws NetworkException 网络异常
+     * @throws ParseException 解析异常
+     * @throws BizException 业务异常
+     */
+    public Course[] crawl(String url) throws NetworkException, ParseException, BizException {
+        // 参数校验
+        if (url == null || url.trim().isEmpty()) {
+            throw new BizException(BizException.DATA_VALIDATION_ERROR, "URL不能为空");
+        }
+        
+        try {
+            // 下载HTML内容
+            String html = downloadHtml(url);
+            
+            // 选择解析策略
+            if (!context.selectStrategy(url)) {
+                throw new ParseException(ParseException.NO_STRATEGY_FOUND, 
+                    "不支持的网站: " + url + "，支持的网站: " + getSupportedWebsites());
+            }
+            
+            // 执行解析
+            Course[] courses = context.executeParse(html);
+            
+            if (courses == null || courses.length == 0) {
+                throw new BizException(BizException.RESOURCE_NOT_FOUND, 
+                    "未解析到任何课程信息");
+            }
+            
+            return courses;
+            
+        } catch (NetworkException e) {
+            throw e;
+        } catch (ParseException e) {
+            throw e;
+        } catch (MalformedURLException e) {
+            throw new BizException(BizException.DATA_VALIDATION_ERROR, 
+                "URL格式不正确: " + url, e);
+        } catch (java.net.SocketTimeoutException e) {
+            throw new NetworkException(NetworkException.CONNECTION_TIMEOUT, 
+                "连接超时: " + url, e);
+        } catch (java.net.UnknownHostException e) {
+            throw new NetworkException(NetworkException.UNKNOWN_HOST, 
+                "无法解析主机: " + url, e);
+        } catch (java.io.IOException e) {
+            throw new NetworkException(NetworkException.CONNECTION_REFUSED, 
+                "网络连接失败: " + url, e);
+        } catch (Exception e) {
+            throw new BizException(BizException.SERVICE_UNAVAILABLE, 
+                "爬取服务异常: " + e.getMessage(), e);
+        }
+    }
+    
+    /**
+     * 直接解析HTML内容
+     * @throws ParseException 解析异常
+     * @throws BizException 业务异常
+     */
+    public Course[] parse(String url, String html) throws ParseException, BizException {
+        if (url == null || url.trim().isEmpty()) {
+            throw new BizException(BizException.DATA_VALIDATION_ERROR, "URL不能为空");
+        }
+        
+        if (html == null || html.trim().isEmpty()) {
+            throw new BizException(BizException.DATA_VALIDATION_ERROR, "HTML内容不能为空");
+        }
+        
+        if (!context.selectStrategy(url)) {
+            throw new ParseException(ParseException.NO_STRATEGY_FOUND, 
+                "不支持的网站: " + url);
+        }
+        
+        return context.executeParse(html);
+    }
+    
+    /**
+     * 下载网页HTML内容
+     */
+    private String downloadHtml(String urlStr) throws Exception {
+        URL url = new URL(urlStr);
+        HttpURLConnection conn = (HttpURLConnection) url.openConnection();
+        
+        conn.setRequestMethod("GET");
+        conn.setConnectTimeout(5000);
+        conn.setReadTimeout(10000);
+        conn.setRequestProperty("User-Agent", "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36");
+        
+        int responseCode = conn.getResponseCode();
+        if (responseCode >= 400) {
+            throw new NetworkException(NetworkException.HTTP_ERROR, 
+                "HTTP错误码: " + responseCode);
+        }
+        
+        try (BufferedReader reader = new BufferedReader(
+                new InputStreamReader(conn.getInputStream(), StandardCharsets.UTF_8))) {
+            
+            StringBuilder html = new StringBuilder();
+            String line;
+            while ((line = reader.readLine()) != null) {
+                html.append(line).append("\n");
+            }
+            return html.toString();
+        } finally {
+            conn.disconnect();
+        }
+    }
+    
+    public java.util.List<String> getSupportedWebsites() {
+        return context.getSupportedWebsites();
+    }
+    
+    /**
+     * 模拟爬取（用于测试）
+     */
+    public Course[] simulateCrawl(String siteType) throws ParseException, BizException {
+        String mockHtml = generateMockHtml(siteType);
+        String mockUrl = switch (siteType.toLowerCase()) {
+            case "hnu" -> "https://www.hnu.edu.cn";
+            case "sdu" -> "https://www.sdu.edu.cn";
+            default -> "https://www.example.edu.cn";
+        };
+        
+        return parse(mockUrl, mockHtml);
+    }
+    
+    private String generateMockHtml(String siteType) {
+        if (siteType.equalsIgnoreCase("hnu")) {
+            return """
+                <html>
+                <div class="course-item">
+                    <span class="course-code">CS101</span>
+                    <span class="course-name">计算机科学导论</span>
+                    <span class="teacher">张教授</span>
+                    <span class="department">计算机学院</span>
+                    <span class="credit">3.0</span>
+                    <span class="capacity">100</span>
+                    <span class="enrolled">95</span>
+                    <span class="class-time">周一 8:00-10:00</span>
+                    <span class="class-room">A101</span>
+                    <span class="course-type">必修课</span>
+                </div>
+                <div class="course-item">
+                    <span class="course-code">CS102</span>
+                    <span class="course-name">数据结构</span>
+                    <span class="teacher">李教授</span>
+                    <span class="department">计算机学院</span>
+                    <span class="credit">4.0</span>
+                    <span class="capacity">80</span>
+                    <span class="enrolled">75</span>
+                    <span class="class-time">周二 10:00-12:00</span>
+                    <span class="class-room">A102</span>
+                    <span class="course-type">必修课</span>
+                </div>
+                </html>
+                """;
+        } else {
+            return """
+                <html>
+                <div class="sdu-course-item">
+                    <span class="sdu-code">MATH101</span>
+                    <span class="sdu-name">高等数学</span>
+                    <span class="sdu-teacher">王教授</span>
+                    <span class="sdu-dept">数学学院</span>
+                    <span class="sdu-credit">5.0</span>
+                    <span class="sdu-capacity">120</span>
+                    <span class="sdu-enrolled">110</span>
+                    <span class="sdu-time">周三 8:00-10:00</span>
+                    <span class="sdu-room">B101</span>
+                    <span class="sdu-type">必修课</span>
+                </div>
+                </html>
+                """;
+        }
+    }
+}
--- a/copy/src/main/java/com/example/crawler/strategy/HnuParseStrategy.java
+++ b/copy/src/main/java/com/example/crawler/strategy/HnuParseStrategy.java
@ -0,0 +1,99 @@
+package com.example.crawler.strategy;
+
+import com.example.entity.Course;
+import org.jsoup.Jsoup;
+import org.jsoup.nodes.Document;
+import org.jsoup.nodes.Element;
+import org.jsoup.select.Elements;
+
+/**
+ * 湖南大学课程解析策略
+ * 针对湖大选课系统的HTML结构进行解析
+ */
+public class HnuParseStrategy implements ParseStrategy {
+    
+    private static final String DOMAIN = "hnu.edu.cn";
+    private static final String NAME = "湖南大学解析策略";
+    
+    @Override
+    public Course[] parse(String html) {
+        Document doc = Jsoup.parse(html);
+        
+        Elements courseElements = doc.select("div.course-item, tr.course-row, .course-list .item");
+        
+        return courseElements.stream()
+            .map(this::parseCourseElement)
+            .filter(course -> course.getCourseName() != null && !course.getCourseName().isEmpty())
+            .toArray(Course[]::new);
+    }
+    
+    private Course parseCourseElement(Element element) {
+        Course course = new Course();
+        
+        // 尝试多种选择器解析湖大课程信息
+        course.setCourseCode(getText(element, ".course-code", "code", "td:nth-child(1)"));
+        course.setCourseName(getText(element, ".course-name", ".title", "td:nth-child(2)", "h3"));
+        course.setTeacher(getText(element, ".teacher", ".instructor", "td:nth-child(3)"));
+        course.setDepartment(getText(element, ".department", ".college", "td:nth-child(4)"));
+        course.setCourseType(getText(element, ".course-type", ".type", "td:nth-child(5)"));
+        
+        // 解析数值字段
+        try {
+            course.setCredit(parseDouble(getText(element, ".credit", ".credits", "td:nth-child(6)")));
+        } catch (Exception e) {
+            course.setCredit(0.0);
+        }
+        
+        try {
+            course.setCapacity(parseInt(getText(element, ".capacity", ".max-students", "td:nth-child(7)")));
+        } catch (Exception e) {
+            course.setCapacity(0);
+        }
+        
+        try {
+            course.setEnrolled(parseInt(getText(element, ".enrolled", ".current-students", "td:nth-child(8)")));
+        } catch (Exception e) {
+            course.setEnrolled(0);
+        }
+        
+        course.setClassTime(getText(element, ".class-time", ".time", ".schedule"));
+        course.setClassRoom(getText(element, ".class-room", ".room", ".location"));
+        course.setSemester("2024春季");
+        
+        return course;
+    }
+    
+    private String getText(Element element, String... selectors) {
+        for (String selector : selectors) {
+            Element found = element.selectFirst(selector);
+            if (found != null && !found.text().trim().isEmpty()) {
+                return found.text().trim();
+            }
+        }
+        return "";
+    }
+    
+    private double parseDouble(String value) {
+        if (value == null || value.isEmpty()) {
+            return 0.0;
+        }
+        return Double.parseDouble(value.replaceAll("[^0-9.]", ""));
+    }
+    
+    private int parseInt(String value) {
+        if (value == null || value.isEmpty()) {
+            return 0;
+        }
+        return Integer.parseInt(value.replaceAll("[^0-9]", ""));
+    }
+    
+    @Override
+    public boolean supports(String url) {
+        return url != null && (url.contains(DOMAIN) || url.contains("hunan.edu"));
+    }
+    
+    @Override
+    public String getName() {
+        return NAME;
+    }
+}
--- a/copy/src/main/java/com/example/crawler/strategy/ParseStrategy.java
+++ b/copy/src/main/java/com/example/crawler/strategy/ParseStrategy.java
@ -0,0 +1,30 @@
+package com.example.crawler.strategy;
+
+import com.example.entity.Course;
+
+/**
+ * 解析策略接口
+ * 定义不同网站的课程解析规范
+ */
+public interface ParseStrategy {
+    
+    /**
+     * 解析HTML内容，提取课程信息
+     * @param html 网页HTML内容
+     * @return 课程数组
+     */
+    Course[] parse(String html);
+    
+    /**
+     * 判断该策略是否支持指定URL
+     * @param url 目标网站URL
+     * @return 是否支持
+     */
+    boolean supports(String url);
+    
+    /**
+     * 获取策略名称
+     * @return 策略名称
+     */
+    String getName();
+}
--- a/copy/src/main/java/com/example/crawler/strategy/SduParseStrategy.java
+++ b/copy/src/main/java/com/example/crawler/strategy/SduParseStrategy.java
@ -0,0 +1,98 @@
+package com.example.crawler.strategy;
+
+import com.example.entity.Course;
+import org.jsoup.Jsoup;
+import org.jsoup.nodes.Document;
+import org.jsoup.nodes.Element;
+import org.jsoup.select.Elements;
+
+/**
+ * 山东大学课程解析策略
+ * 针对山大选课系统的HTML结构进行解析
+ */
+public class SduParseStrategy implements ParseStrategy {
+    
+    private static final String DOMAIN = "sdu.edu.cn";
+    private static final String NAME = "山东大学解析策略";
+    
+    @Override
+    public Course[] parse(String html) {
+        Document doc = Jsoup.parse(html);
+        
+        Elements courseElements = doc.select("div.sdu-course-item, table.course-table tr, .course-card");
+        
+        return courseElements.stream()
+            .map(this::parseCourseElement)
+            .filter(course -> course.getCourseName() != null && !course.getCourseName().isEmpty())
+            .toArray(Course[]::new);
+    }
+    
+    private Course parseCourseElement(Element element) {
+        Course course = new Course();
+        
+        // 山东大学特有的解析逻辑
+        course.setCourseCode(getText(element, ".sdu-code", ".course-id", ".code"));
+        course.setCourseName(getText(element, ".sdu-name", ".course-title", ".title"));
+        course.setTeacher(getText(element, ".sdu-teacher", ".professor", ".teacher-name"));
+        course.setDepartment(getText(element, ".sdu-dept", ".school", ".department"));
+        course.setCourseType(getText(element, ".sdu-type", ".course-category", ".type"));
+        
+        try {
+            course.setCredit(parseDouble(getText(element, ".sdu-credit", ".credit-value")));
+        } catch (Exception e) {
+            course.setCredit(0.0);
+        }
+        
+        try {
+            course.setCapacity(parseInt(getText(element, ".sdu-capacity", ".max-num")));
+        } catch (Exception e) {
+            course.setCapacity(0);
+        }
+        
+        try {
+            course.setEnrolled(parseInt(getText(element, ".sdu-enrolled", ".registered")));
+        } catch (Exception e) {
+            course.setEnrolled(0);
+        }
+        
+        course.setClassTime(getText(element, ".sdu-time", ".schedule"));
+        course.setClassRoom(getText(element, ".sdu-room", ".location"));
+        course.setSemester("2024春季");
+        
+        return course;
+    }
+    
+    private String getText(Element element, String... selectors) {
+        for (String selector : selectors) {
+            Element found = element.selectFirst(selector);
+            if (found != null && !found.text().trim().isEmpty()) {
+                return found.text().trim();
+            }
+        }
+        return "";
+    }
+    
+    private double parseDouble(String value) {
+        if (value == null || value.isEmpty()) {
+            return 0.0;
+        }
+        return Double.parseDouble(value.replaceAll("[^0-9.]", ""));
+    }
+    
+    private int parseInt(String value) {
+        if (value == null || value.isEmpty()) {
+            return 0;
+        }
+        return Integer.parseInt(value.replaceAll("[^0-9]", ""));
+    }
+    
+    @Override
+    public boolean supports(String url) {
+        return url != null && (url.contains(DOMAIN) || url.contains("shandong.edu"));
+    }
+    
+    @Override
+    public String getName() {
+        return NAME;
+    }
+}
--- a/copy/src/main/java/com/example/entity/Course.java
+++ b/copy/src/main/java/com/example/entity/Course.java
@ -0,0 +1,127 @@
+package com.example.entity;
+
+import java.time.LocalDateTime;
+
+/**
+ * 课程实体类
+ * 不依赖Spring Boot，使用普通Java类实现
+ */
+public class Course {
+    private Long id;
+    private String courseCode;
+    private String courseName;
+    private Double credit;
+    private String teacher;
+    private String department;
+    private Integer capacity;
+    private Integer enrolled;
+    private String classTime;
+    private String classRoom;
+    private String courseType;
+    private String semester;
+    private LocalDateTime createTime;
+    
+    public Long getId() {
+        return id;
+    }
+    
+    public void setId(Long id) {
+        this.id = id;
+    }
+    
+    public String getCourseCode() {
+        return courseCode;
+    }
+    
+    public void setCourseCode(String courseCode) {
+        this.courseCode = courseCode;
+    }
+    
+    public String getCourseName() {
+        return courseName;
+    }
+    
+    public void setCourseName(String courseName) {
+        this.courseName = courseName;
+    }
+    
+    public Double getCredit() {
+        return credit;
+    }
+    
+    public void setCredit(Double credit) {
+        this.credit = credit;
+    }
+    
+    public String getTeacher() {
+        return teacher;
+    }
+    
+    public void setTeacher(String teacher) {
+        this.teacher = teacher;
+    }
+    
+    public String getDepartment() {
+        return department;
+    }
+    
+    public void setDepartment(String department) {
+        this.department = department;
+    }
+    
+    public Integer getCapacity() {
+        return capacity;
+    }
+    
+    public void setCapacity(Integer capacity) {
+        this.capacity = capacity;
+    }
+    
+    public Integer getEnrolled() {
+        return enrolled;
+    }
+    
+    public void setEnrolled(Integer enrolled) {
+        this.enrolled = enrolled;
+    }
+    
+    public String getClassTime() {
+        return classTime;
+    }
+    
+    public void setClassTime(String classTime) {
+        this.classTime = classTime;
+    }
+    
+    public String getClassRoom() {
+        return classRoom;
+    }
+    
+    public void setClassRoom(String classRoom) {
+        this.classRoom = classRoom;
+    }
+    
+    public String getCourseType() {
+        return courseType;
+    }
+    
+    public void setCourseType(String courseType) {
+        this.courseType = courseType;
+    }
+    
+    public String getSemester() {
+        return semester;
+    }
+    
+    public void setSemester(String semester) {
+        this.semester = semester;
+    }
+    
+    public LocalDateTime getCreateTime() {
+        return createTime;
+    }
+    
+    public void setCreateTime(LocalDateTime createTime) {
+        this.createTime = createTime;
+    }
+}
--- a/copy/src/main/java/com/example/exception/BizException.java
+++ b/copy/src/main/java/com/example/exception/BizException.java
@ -0,0 +1,31 @@
+package com.example.exception;
+
+/**
+ * 业务异常
+ * 用于处理业务逻辑相关的错误，如数据校验失败、权限不足、资源不存在等
+ */
+public class BizException extends CrawlerException {
+    
+    // 错误码常量
+    public static final String DATA_VALIDATION_ERROR = "BIZ_VALIDATION_ERROR";
+    public static final String RESOURCE_NOT_FOUND = "BIZ_RESOURCE_NOT_FOUND";
+    public static final String DUPLICATE_DATA = "BIZ_DUPLICATE_DATA";
+    public static final String PERMISSION_DENIED = "BIZ_PERMISSION_DENIED";
+    public static final String SERVICE_UNAVAILABLE = "BIZ_SERVICE_UNAVAILABLE";
+    
+    public BizException(String message) {
+        super(DATA_VALIDATION_ERROR, message);
+    }
+    
+    public BizException(String errorCode, String message) {
+        super(errorCode, message);
+    }
+    
+    public BizException(String message, Throwable cause) {
+        super(DATA_VALIDATION_ERROR, message, cause);
+    }
+    
+    public BizException(String errorCode, String message, Throwable cause) {
+        super(errorCode, message, cause);
+    }
+}
--- a/copy/src/main/java/com/example/exception/CrawlerException.java
+++ b/copy/src/main/java/com/example/exception/CrawlerException.java
@ -0,0 +1,34 @@
+package com.example.exception;
+
+/**
+ * 爬虫基异常类
+ * 所有爬虫相关异常的父类
+ */
+public class CrawlerException extends Exception {
+    
+    private final String errorCode;
+    
+    public CrawlerException(String message) {
+        super(message);
+        this.errorCode = "CRAWLER_ERROR";
+    }
+    
+    public CrawlerException(String message, Throwable cause) {
+        super(message, cause);
+        this.errorCode = "CRAWLER_ERROR";
+    }
+    
+    public CrawlerException(String errorCode, String message) {
+        super(message);
+        this.errorCode = errorCode;
+    }
+    
+    public CrawlerException(String errorCode, String message, Throwable cause) {
+        super(message, cause);
+        this.errorCode = errorCode;
+    }
+    
+    public String getErrorCode() {
+        return errorCode;
+    }
+}
--- a/copy/src/main/java/com/example/exception/NetworkException.java
+++ b/copy/src/main/java/com/example/exception/NetworkException.java
@ -0,0 +1,30 @@
+package com.example.exception;
+
+/**
+ * 网络异常
+ * 用于处理网络相关的错误，如连接超时、无法连接、HTTP错误等
+ */
+public class NetworkException extends CrawlerException {
+    
+    public static final String CONNECTION_TIMEOUT = "NETWORK_TIMEOUT";
+    public static final String CONNECTION_REFUSED = "NETWORK_REFUSED";
+    public static final String HTTP_ERROR = "NETWORK_HTTP_ERROR";
+    public static final String SSL_ERROR = "NETWORK_SSL_ERROR";
+    public static final String UNKNOWN_HOST = "NETWORK_UNKNOWN_HOST";
+    
+    public NetworkException(String message) {
+        super(CONNECTION_TIMEOUT, message);
+    }
+    
+    public NetworkException(String errorCode, String message) {
+        super(errorCode, message);
+    }
+    
+    public NetworkException(String message, Throwable cause) {
+        super(CONNECTION_TIMEOUT, message, cause);
+    }
+    
+    public NetworkException(String errorCode, String message, Throwable cause) {
+        super(errorCode, message, cause);
+    }
+}
--- a/copy/src/main/java/com/example/exception/ParseException.java
+++ b/copy/src/main/java/com/example/exception/ParseException.java
@ -0,0 +1,31 @@
+package com.example.exception;
+
+/**
+ * 解析异常
+ * 用于处理HTML/JSON解析相关的错误，如格式错误、字段缺失等
+ */
+public class ParseException extends CrawlerException {
+    
+    // 错误码常量
+    public static final String HTML_PARSE_ERROR = "PARSE_HTML_ERROR";
+    public static final String JSON_PARSE_ERROR = "PARSE_JSON_ERROR";
+    public static final String FIELD_MISSING = "PARSE_FIELD_MISSING";
+    public static final String FORMAT_ERROR = "PARSE_FORMAT_ERROR";
+    public static final String NO_STRATEGY_FOUND = "PARSE_NO_STRATEGY";
+    
+    public ParseException(String message) {
+        super(HTML_PARSE_ERROR, message);
+    }
+    
+    public ParseException(String errorCode, String message) {
+        super(errorCode, message);
+    }
+    
+    public ParseException(String message, Throwable cause) {
+        super(HTML_PARSE_ERROR, message, cause);
+    }
+    
+    public ParseException(String errorCode, String message, Throwable cause) {
+        super(errorCode, message, cause);
+    }
+}
--- a/copy/src/main/java/com/example/export/CsvExporter.java
+++ b/copy/src/main/java/com/example/export/CsvExporter.java
@ -0,0 +1,60 @@
+package com.example.export;
+
+import java.io.FileWriter;
+import java.io.PrintWriter;
+import java.lang.reflect.Field;
+import java.util.List;
+
+public class CsvExporter<T> implements Exporter<T> {
+    private static final String CSV_SEPARATOR = ",";
+
+    @Override
+    public void export(List<T> data, String filePath) {
+        if (data == null || data.isEmpty()) {
+            throw new IllegalArgumentException("数据不能为空");
+        }
+
+        try (PrintWriter writer = new PrintWriter(new FileWriter(filePath))) {
+            T firstItem = data.get(0);
+            writer.println(getHeader(firstItem.getClass()));
+            
+            for (T item : data) {
+                writer.println(toCsvRow(item));
+            }
+            System.out.println("数据已导出到CSV文件: " + filePath);
+        } catch (Exception e) {
+            throw new RuntimeException("CSV导出失败: " + e.getMessage(), e);
+        }
+    }
+
+    private String getHeader(Class<?> clazz) {
+        StringBuilder header = new StringBuilder();
+        Field[] fields = clazz.getDeclaredFields();
+        for (int i = 0; i < fields.length; i++) {
+            if (i > 0) header.append(CSV_SEPARATOR);
+            header.append(fields[i].getName());
+        }
+        return header.toString();
+    }
+
+    private String toCsvRow(T item) {
+        StringBuilder row = new StringBuilder();
+        Field[] fields = item.getClass().getDeclaredFields();
+        try {
+            for (int i = 0; i < fields.length; i++) {
+                if (i > 0) row.append(CSV_SEPARATOR);
+                fields[i].setAccessible(true);
+                Object value = fields[i].get(item);
+                row.append(value != null ? value.toString() : "");
+            }
+        } catch (Exception e) {
+            throw new RuntimeException("CSV行转换失败: " + e.getMessage(), e);
+        }
+        return row.toString();
+    }
+
+    @Override
+    public String getFormat() {
+        return "CSV";
+    }
+}
--- a/copy/src/main/java/com/example/export/ExportService.java
+++ b/copy/src/main/java/com/example/export/ExportService.java
@ -0,0 +1,28 @@
+package com.example.export;
+
+import java.util.List;
+
+public class ExportService {
+    public enum ExportFormat {
+        JSON, CSV
+    }
+
+    public <T> void exportToJson(List<T> data, String filePath) {
+        new JsonExporter<T>().export(data, filePath);
+    }
+
+    public <T> void exportToCsv(List<T> data, String filePath) {
+        new CsvExporter<T>().export(data, filePath);
+    }
+
+    public <T> Exporter<T> getExporter(ExportFormat format) {
+        switch (format) {
+            case JSON:
+                return new JsonExporter<>();
+            case CSV:
+                return new CsvExporter<>();
+            default:
+                throw new IllegalArgumentException("不支持的导出格式: " + format);
+        }
+    }
+}
--- a/copy/src/main/java/com/example/export/Exporter.java
+++ b/copy/src/main/java/com/example/export/Exporter.java
@ -0,0 +1,8 @@
+package com.example.export;
+
+import java.util.List;
+
+public interface Exporter<T> {
+    void export(List<T> data, String filePath);
+    String getFormat();
+}
--- a/copy/src/main/java/com/example/export/JsonExporter.java
+++ b/copy/src/main/java/com/example/export/JsonExporter.java
@ -0,0 +1,33 @@
+package com.example.export;
+
+import com.fasterxml.jackson.databind.ObjectMapper;
+import com.fasterxml.jackson.databind.SerializationFeature;
+import com.fasterxml.jackson.datatype.jsr310.JavaTimeModule;
+
+import java.io.File;
+import java.util.List;
+
+public class JsonExporter<T> implements Exporter<T> {
+    private final ObjectMapper objectMapper;
+
+    public JsonExporter() {
+        this.objectMapper = new ObjectMapper();
+        this.objectMapper.registerModule(new JavaTimeModule());
+        this.objectMapper.enable(SerializationFeature.INDENT_OUTPUT);
+    }
+
+    @Override
+    public void export(List<T> data, String filePath) {
+        try {
+            objectMapper.writeValue(new File(filePath), data);
+            System.out.println("数据已导出到JSON文件: " + filePath);
+        } catch (Exception e) {
+            throw new RuntimeException("JSON导出失败: " + e.getMessage(), e);
+        }
+    }
+
+    @Override
+    public String getFormat() {
+        return "JSON";
+    }
+}
--- a/copy/src/main/java/com/example/repository/CourseRepository.java
+++ b/copy/src/main/java/com/example/repository/CourseRepository.java
@ -0,0 +1,182 @@
+package com.example.repository;
+
+import com.example.entity.Course;
+
+import java.sql.*;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Map;
+import java.util.HashMap;
+
+/**
+ * 课程数据访问层（Repository）
+ * 负责与数据库交互，提供数据访问接口
+ */
+public class CourseRepository {
+    private static final String DB_URL = "jdbc:sqlite:course.db";
+    
+    static {
+        try {
+            Class.forName("org.sqlite.JDBC");
+        } catch (ClassNotFoundException e) {
+            System.err.println("SQLite驱动加载失败: " + e.getMessage());
+        }
+    }
+    
+    public void initDatabase() {
+        try (Connection conn = DriverManager.getConnection(DB_URL);
+             Statement stmt = conn.createStatement()) {
+            
+            String createTableSQL = "CREATE TABLE IF NOT EXISTS courses (" +
+                    "id INTEGER PRIMARY KEY AUTOINCREMENT," +
+                    "course_code TEXT," +
+                    "course_name TEXT," +
+                    "credit REAL," +
+                    "teacher TEXT," +
+                    "department TEXT," +
+                    "capacity INTEGER," +
+                    "enrolled INTEGER," +
+                    "class_time TEXT," +
+                    "class_room TEXT," +
+                    "course_type TEXT," +
+                    "semester TEXT," +
+                    "create_time TIMESTAMP DEFAULT CURRENT_TIMESTAMP" +
+                    ")";
+            stmt.executeUpdate(createTableSQL);
+            
+        } catch (SQLException e) {
+            System.err.println("数据库初始化失败: " + e.getMessage());
+        }
+    }
+    
+    public List<Course> findAll() {
+        List<Course> courses = new ArrayList<>();
+        String sql = "SELECT * FROM courses";
+        
+        try (Connection conn = DriverManager.getConnection(DB_URL);
+             Statement stmt = conn.createStatement();
+             ResultSet rs = stmt.executeQuery(sql)) {
+            
+            while (rs.next()) {
+                courses.add(mapResultSetToCourse(rs));
+            }
+        } catch (SQLException e) {
+            System.err.println("获取课程列表失败: " + e.getMessage());
+        }
+        
+        return courses;
+    }
+    
+    public Map<String, Integer> findCourseTypeDistribution() {
+        Map<String, Integer> distribution = new HashMap<>();
+        String sql = "SELECT course_type, COUNT(*) as count FROM courses GROUP BY course_type";
+        
+        try (Connection conn = DriverManager.getConnection(DB_URL);
+             Statement stmt = conn.createStatement();
+             ResultSet rs = stmt.executeQuery(sql)) {
+            
+            while (rs.next()) {
+                distribution.put(rs.getString("course_type"), rs.getInt("count"));
+            }
+        } catch (SQLException e) {
+            System.err.println("获取课程类型分布失败: " + e.getMessage());
+        }
+        
+        return distribution;
+    }
+    
+    public Map<String, Integer> findDepartmentDistribution() {
+        Map<String, Integer> distribution = new HashMap<>();
+        String sql = "SELECT department, COUNT(*) as count FROM courses GROUP BY department";
+        
+        try (Connection conn = DriverManager.getConnection(DB_URL);
+             Statement stmt = conn.createStatement();
+             ResultSet rs = stmt.executeQuery(sql)) {
+            
+            while (rs.next()) {
+                distribution.put(rs.getString("department"), rs.getInt("count"));
+            }
+        } catch (SQLException e) {
+            System.err.println("获取院系分布失败: " + e.getMessage());
+        }
+        
+        return distribution;
+    }
+    
+    public List<Map<String, Object>> findTopCourses() {
+        List<Map<String, Object>> topCourses = new ArrayList<>();
+        String sql = "SELECT course_name, teacher, department, capacity, enrolled FROM courses ORDER BY enrolled DESC LIMIT 10";
+        
+        try (Connection conn = DriverManager.getConnection(DB_URL);
+             Statement stmt = conn.createStatement();
+             ResultSet rs = stmt.executeQuery(sql)) {
+            
+            while (rs.next()) {
+                Map<String, Object> course = new HashMap<>();
+                course.put("courseName", rs.getString("course_name"));
+                course.put("teacher", rs.getString("teacher"));
+                course.put("department", rs.getString("department"));
+                course.put("capacity", rs.getInt("capacity"));
+                course.put("enrolled", rs.getInt("enrolled"));
+                topCourses.add(course);
+            }
+        } catch (SQLException e) {
+            System.err.println("获取热门课程失败: " + e.getMessage());
+        }
+        
+        return topCourses;
+    }
+    
+    public void save(Course course) {
+        String sql = "INSERT INTO courses (course_code, course_name, credit, teacher, department, capacity, enrolled, class_time, class_room, course_type, semester) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)";
+        
+        try (Connection conn = DriverManager.getConnection(DB_URL);
+             PreparedStatement pstmt = conn.prepareStatement(sql)) {
+            
+            pstmt.setString(1, course.getCourseCode());
+            pstmt.setString(2, course.getCourseName());
+            pstmt.setDouble(3, course.getCredit());
+            pstmt.setString(4, course.getTeacher());
+            pstmt.setString(5, course.getDepartment());
+            pstmt.setInt(6, course.getCapacity());
+            pstmt.setInt(7, course.getEnrolled());
+            pstmt.setString(8, course.getClassTime());
+            pstmt.setString(9, course.getClassRoom());
+            pstmt.setString(10, course.getCourseType());
+            pstmt.setString(11, course.getSemester());
+            
+            pstmt.executeUpdate();
+        } catch (SQLException e) {
+            System.err.println("保存课程失败: " + e.getMessage());
+        }
+    }
+    
+    public void clearAll() {
+        String sql = "DELETE FROM courses";
+        
+        try (Connection conn = DriverManager.getConnection(DB_URL);
+             Statement stmt = conn.createStatement()) {
+            
+            stmt.executeUpdate(sql);
+        } catch (SQLException e) {
+            System.err.println("清空课程数据失败: " + e.getMessage());
+        }
+    }
+    
+    private Course mapResultSetToCourse(ResultSet rs) throws SQLException {
+        Course course = new Course();
+        course.setId(rs.getLong("id"));
+        course.setCourseCode(rs.getString("course_code"));
+        course.setCourseName(rs.getString("course_name"));
+        course.setCredit(rs.getDouble("credit"));
+        course.setTeacher(rs.getString("teacher"));
+        course.setDepartment(rs.getString("department"));
+        course.setCapacity(rs.getInt("capacity"));
+        course.setEnrolled(rs.getInt("enrolled"));
+        course.setClassTime(rs.getString("class_time"));
+        course.setClassRoom(rs.getString("class_room"));
+        course.setCourseType(rs.getString("course_type"));
+        course.setSemester(rs.getString("semester"));
+        return course;
+    }
+}
--- a/copy/src/main/java/com/example/service/CourseService.java
+++ b/copy/src/main/java/com/example/service/CourseService.java
@ -0,0 +1,229 @@
+package com.example.service;
+
+import com.example.entity.Course;
+import com.example.repository.CourseRepository;
+
+import java.util.List;
+import java.util.Map;
+import java.util.HashMap;
+import java.util.ArrayList;
+import java.util.stream.Collectors;
+
+/**
+ * 课程业务逻辑层（Service）
+ * 负责封装业务逻辑，协调数据访问和业务处理
+ */
+public class CourseService {
+    
+    private final CourseRepository repository;
+    
+    public CourseService() {
+        this.repository = new CourseRepository();
+    }
+    
+    public void initDatabase() {
+        repository.initDatabase();
+    }
+    
+    public void clearAllCourses() {
+        repository.clearAll();
+    }
+    
+    public void saveCourse(Course course) {
+        repository.save(course);
+    }
+    
+    public List<Course> getAllCourses() {
+        return repository.findAll();
+    }
+    
+    public Map<String, Object> getOverallStatistics() {
+        Map<String, Object> statistics = new HashMap<>();
+        try {
+            List<Course> allCourses = repository.findAll();
+            
+            statistics.put("totalCourses", allCourses.size());
+            
+            double totalCredits = allCourses.stream()
+                    .mapToDouble(Course::getCredit)
+                    .sum();
+            statistics.put("totalCredits", totalCredits);
+            
+            double avgCredit = allCourses.isEmpty() ? 0 : totalCredits / allCourses.size();
+            statistics.put("averageCredit", avgCredit);
+            
+            int totalCapacity = allCourses.stream()
+                    .mapToInt(Course::getCapacity)
+                    .sum();
+            statistics.put("totalCapacity", totalCapacity);
+            
+            int totalEnrolled = allCourses.stream()
+                    .mapToInt(Course::getEnrolled)
+                    .sum();
+            statistics.put("totalEnrolled", totalEnrolled);
+            
+            double overallUsageRate = totalCapacity > 0 ? (double) totalEnrolled / totalCapacity * 100 : 0;
+            statistics.put("overallUsageRate", overallUsageRate);
+            
+            long requiredCourses = allCourses.stream()
+                    .filter(course -> "必修课".equals(course.getCourseType()))
+                    .count();
+            statistics.put("requiredCourses", requiredCourses);
+            
+            long electiveCourses = allCourses.stream()
+                    .filter(course -> "选修课".equals(course.getCourseType()))
+                    .count();
+            statistics.put("electiveCourses", electiveCourses);
+            
+            long departmentCount = allCourses.stream()
+                    .map(Course::getDepartment)
+                    .distinct()
+                    .count();
+            statistics.put("departmentCount", departmentCount);
+            
+        } catch (Exception e) {
+            System.err.println("获取整体统计信息失败：" + e.getMessage());
+            setDefaultStatistics(statistics);
+        }
+        return statistics;
+    }
+    
+    private void setDefaultStatistics(Map<String, Object> statistics) {
+        statistics.put("totalCourses", 0);
+        statistics.put("totalCredits", 0.0);
+        statistics.put("averageCredit", 0.0);
+        statistics.put("totalCapacity", 0);
+        statistics.put("totalEnrolled", 0);
+        statistics.put("overallUsageRate", 0.0);
+        statistics.put("requiredCourses", 0);
+        statistics.put("electiveCourses", 0);
+        statistics.put("departmentCount", 0);
+    }
+    
+    public Map<String, Integer> getCourseTypeDistribution() {
+        return repository.findCourseTypeDistribution();
+    }
+    
+    public Map<String, Integer> getDepartmentDistribution() {
+        return repository.findDepartmentDistribution();
+    }
+    
+    public Map<Double, Integer> getCreditDistribution() {
+        Map<Double, Integer> distribution = new HashMap<>();
+        List<Course> courses = repository.findAll();
+        
+        for (Course course : courses) {
+            double credit = course.getCredit();
+            distribution.put(credit, distribution.getOrDefault(credit, 0) + 1);
+        }
+        
+        return distribution;
+    }
+    
+    public List<Map<String, Object>> getTopCourses() {
+        return repository.findTopCourses();
+    }
+    
+    public List<Map<String, Object>> getCourseUsageRate() {
+        List<Map<String, Object>> usageRates = new ArrayList<>();
+        List<Course> courses = repository.findAll();
+        
+        for (Course course : courses) {
+            Map<String, Object> usageRate = new HashMap<>();
+            usageRate.put("courseName", course.getCourseName());
+            usageRate.put("capacity", course.getCapacity());
+            usageRate.put("enrolled", course.getEnrolled());
+            double rate = course.getCapacity() > 0 ? (double) course.getEnrolled() / course.getCapacity() * 100 : 0;
+            usageRate.put("usageRate", rate);
+            usageRates.add(usageRate);
+        }
+        
+        usageRates.sort((a, b) -> Double.compare((Double) b.get("usageRate"), (Double) a.get("usageRate")));
+        
+        return usageRates;
+    }
+    
+    public Map<String, Map<String, Object>> getDepartmentStatistics() {
+        Map<String, Map<String, Object>> deptStats = new HashMap<>();
+        try {
+            List<Course> allCourses = repository.findAll();
+            
+            Map<String, List<Course>> coursesByDept = allCourses.stream()
+                    .collect(Collectors.groupingBy(Course::getDepartment));
+            
+            for (Map.Entry<String, List<Course>> entry : coursesByDept.entrySet()) {
+                String department = entry.getKey();
+                List<Course> deptCourses = entry.getValue();
+                
+                Map<String, Object> stats = new HashMap<>();
+                stats.put("courseCount", deptCourses.size());
+                stats.put("totalCredits", deptCourses.stream().mapToDouble(Course::getCredit).sum());
+                stats.put("totalCapacity", deptCourses.stream().mapToInt(Course::getCapacity).sum());
+                stats.put("totalEnrolled", deptCourses.stream().mapToInt(Course::getEnrolled).sum());
+                
+                int deptCapacity = (Integer) stats.get("totalCapacity");
+                int deptEnrolled = (Integer) stats.get("totalEnrolled");
+                stats.put("usageRate", deptCapacity > 0 ? (double) deptEnrolled / deptCapacity * 100 : 0);
+                
+                deptStats.put(department, stats);
+            }
+        } catch (Exception e) {
+            System.err.println("获取院系统计信息失败：" + e.getMessage());
+        }
+        return deptStats;
+    }
+    
+    public Map<String, Map<String, Object>> getTeacherStatistics() {
+        Map<String, Map<String, Object>> teacherStats = new HashMap<>();
+        try {
+            List<Course> allCourses = repository.findAll();
+            
+            Map<String, List<Course>> coursesByTeacher = allCourses.stream()
+                    .collect(Collectors.groupingBy(Course::getTeacher));
+            
+            for (Map.Entry<String, List<Course>> entry : coursesByTeacher.entrySet()) {
+                String teacher = entry.getKey();
+                List<Course> teacherCourses = entry.getValue();
+                
+                Map<String, Object> stats = new HashMap<>();
+                stats.put("courseCount", teacherCourses.size());
+                stats.put("totalCredits", teacherCourses.stream().mapToDouble(Course::getCredit).sum());
+                stats.put("totalEnrolled", teacherCourses.stream().mapToInt(Course::getEnrolled).sum());
+                
+                teacherStats.put(teacher, stats);
+            }
+        } catch (Exception e) {
+            System.err.println("获取教师统计信息失败：" + e.getMessage());
+        }
+        return teacherStats;
+    }
+    
+    public Map<String, Object> getCapacityAnalysis() {
+        Map<String, Object> analysis = new HashMap<>();
+        try {
+            List<Course> allCourses = repository.findAll();
+            
+            int totalCapacity = allCourses.stream().mapToInt(Course::getCapacity).sum();
+            int totalEnrolled = allCourses.stream().mapToInt(Course::getEnrolled).sum();
+            
+            analysis.put("totalCapacity", totalCapacity);
+            analysis.put("totalEnrolled", totalEnrolled);
+            analysis.put("availableCapacity", totalCapacity - totalEnrolled);
+            
+            analysis.put("highUsageCourses", allCourses.stream()
+                    .filter(c -> c.getCapacity() > 0 && (double) c.getEnrolled() / c.getCapacity() >= 0.9)
+                    .count());
+            analysis.put("mediumUsageCourses", allCourses.stream()
+                    .filter(c -> c.getCapacity() > 0 && (double) c.getEnrolled() / c.getCapacity() >= 0.5 && 
+                            (double) c.getEnrolled() / c.getCapacity() < 0.9)
+                    .count());
+            analysis.put("lowUsageCourses", allCourses.stream()
+                    .filter(c -> c.getCapacity() > 0 && (double) c.getEnrolled() / c.getCapacity() < 0.5)
+                    .count());
+            
+        } catch (Exception e) {
+            System.err.println("获取容量分析失败：" + e.getMessage());
+        }
+        return analysis;
+    }
+}
--- a/copy/src/main/java/com/example/view/CourseView.java
+++ b/copy/src/main/java/com/example/view/CourseView.java
@ -0,0 +1,129 @@
+package com.example.view;
+
+import java.util.List;
+import java.util.Map;
+import java.util.Scanner;
+
+/**
+ * 课程视图层（View）
+ * 负责用户界面的展示和用户输入的获取
+ */
+public class CourseView {
+    
+    private final Scanner scanner;
+    
+    public CourseView() {
+        this.scanner = new Scanner(System.in);
+    }
+    
+    public void close() {
+        scanner.close();
+    }
+    
+    public void displayMenu() {
+        System.out.println("\n===== 湖大选课系统 =====");
+        System.out.println("1. 查看整体统计信息");
+        System.out.println("2. 查看课程类型分布");
+        System.out.println("3. 查看院系统计");
+        System.out.println("4. 查看学分分布");
+        System.out.println("5. 查看热门课程");
+        System.out.println("6. 查看课程容量使用率");
+        System.out.println("7. 查看按院系分组的统计");
+        System.out.println("0. 退出系统");
+        System.out.print("请选择操作: ");
+    }
+    
+    public int getUserChoice() {
+        while (!scanner.hasNextInt()) {
+            System.out.println("请输入有效的数字！");
+            scanner.next();
+            System.out.print("请选择操作: ");
+        }
+        int choice = scanner.nextInt();
+        scanner.nextLine();
+        return choice;
+    }
+    
+    public void displayOverallStatistics(Map<String, Object> statistics) {
+        System.out.println("\n===== 整体统计信息 =====");
+        System.out.println("总课程数: " + statistics.get("totalCourses"));
+        System.out.println("总学分: " + statistics.get("totalCredits"));
+        System.out.println("平均学分: " + String.format("%.2f", statistics.get("averageCredit")));
+        System.out.println("总容量: " + statistics.get("totalCapacity"));
+        System.out.println("总已选人数: " + statistics.get("totalEnrolled"));
+        System.out.println("总体使用率: " + String.format("%.2f%%", statistics.get("overallUsageRate")));
+        System.out.println("必修课数量: " + statistics.get("requiredCourses"));
+        System.out.println("选修课数量: " + statistics.get("electiveCourses"));
+        System.out.println("院系数量: " + statistics.get("departmentCount"));
+    }
+    
+    public void displayCourseTypeDistribution(Map<String, Integer> distribution) {
+        System.out.println("\n===== 课程类型分布 =====");
+        for (Map.Entry<String, Integer> entry : distribution.entrySet()) {
+            System.out.println(entry.getKey() + ": " + entry.getValue() + "门");
+        }
+    }
+    
+    public void displayDepartmentDistribution(Map<String, Integer> distribution) {
+        System.out.println("\n===== 院系统计 =====");
+        for (Map.Entry<String, Integer> entry : distribution.entrySet()) {
+            System.out.println(entry.getKey() + ": " + entry.getValue() + "门课程");
+        }
+    }
+    
+    public void displayCreditDistribution(Map<Double, Integer> distribution) {
+        System.out.println("\n===== 学分分布 =====");
+        for (Map.Entry<Double, Integer> entry : distribution.entrySet()) {
+            System.out.println(entry.getKey() + "学分: " + entry.getValue() + "门课程");
+        }
+    }
+    
+    public void displayTopCourses(List<Map<String, Object>> topCourses) {
+        System.out.println("\n===== 热门课程 =====");
+        for (int i = 0; i < topCourses.size(); i++) {
+            Map<String, Object> course = topCourses.get(i);
+            System.out.println((i + 1) + ". " + course.get("courseName"));
+            System.out.println("   教师: " + course.get("teacher"));
+            System.out.println("   院系: " + course.get("department"));
+            System.out.println("   容量: " + course.get("capacity") + ", 已选: " + course.get("enrolled"));
+        }
+    }
+    
+    public void displayCourseUsageRate(List<Map<String, Object>> usageRates) {
+        System.out.println("\n===== 课程容量使用率 =====");
+        int limit = Math.min(10, usageRates.size());
+        for (int i = 0; i < limit; i++) {
+            Map<String, Object> usage = usageRates.get(i);
+            System.out.println((i + 1) + ". " + usage.get("courseName"));
+            System.out.println("   容量: " + usage.get("capacity") + ", 已选: " + usage.get("enrolled"));
+            System.out.println("   使用率: " + String.format("%.2f%%", usage.get("usageRate")));
+        }
+    }
+    
+    public void displayDepartmentStatistics(Map<String, Map<String, Object>> deptStats) {
+        System.out.println("\n===== 按院系分组的统计 =====");
+        for (Map.Entry<String, Map<String, Object>> entry : deptStats.entrySet()) {
+            String department = entry.getKey();
+            Map<String, Object> stats = entry.getValue();
+            System.out.println("院系: " + department);
+            System.out.println("  课程数量: " + stats.get("courseCount"));
+            System.out.println("  总学分: " + stats.get("totalCredits"));
+            System.out.println("  总容量: " + stats.get("totalCapacity"));
+            System.out.println("  总已选人数: " + stats.get("totalEnrolled"));
+            System.out.println("  使用率: " + String.format("%.2f%%", stats.get("usageRate")));
+        }
+    }
+    
+    public void displayExitMessage() {
+        System.out.println("\n退出系统...");
+    }
+    
+    public void displayInvalidChoice() {
+        System.out.println("无效选择，请重新输入！");
+    }
+    
+    public void displayContinuePrompt() {
+        System.out.println("\n按Enter键继续...");
+        scanner.nextLine();
+    }
+}
--- a/copy/src/main/resources/application.properties
+++ b/copy/src/main/resources/application.properties
@ -0,0 +1,33 @@
+spring.application.name=hnu-course-analysis
+
+server.port=8084
+
+# SQLite数据库配置
+spring.datasource.url=jdbc:sqlite:course.db
+spring.datasource.driver-class-name=org.sqlite.JDBC
+spring.jpa.database-platform=org.hibernate.community.dialect.SQLiteDialect
+
+spring.jpa.hibernate.ddl-auto=update
+spring.jpa.show-sql=true
+spring.jpa.properties.hibernate.format_sql=true
+spring.jpa.open-in-view=false
+
+spring.sql.init.mode=always
+spring.sql.init.schema-locations=classpath:schema.sql
+
+spring.thymeleaf.cache=false
+spring.thymeleaf.prefix=classpath:/templates/
+spring.thymeleaf.suffix=.html
+
+logging.level.root=INFO
+logging.level.com.example=DEBUG
+
+# 湖南大学选课系统配置
+crawler.hnu.login.url=https://jwxt.hnu.edu.cn/xtgl/login_login.html
+crawler.hnu.username=your_username
+crawler.hnu.password=your_password
+crawler.hnu.course.list.url=https://jwxt.hnu.edu.cn/kbcx/xskbcx_cxXsKb.html
+
+# Selenium配置
+selenium.webdriver.chrome.driver.path=C:/chromedriver/chromedriver.exe
+selenium.webdriver.headless=false
--- a/.trae-cn/worktrees/project/course-analysis
+++ b/.trae-cn/worktrees/project/course-analysis
@ -0,0 +1,31 @@
+-- 湖南大学选课系统数据库初始化脚本
+
+-- 创建课程表
+CREATE TABLE IF NOT EXISTS courses (
+    id INTEGER PRIMARY KEY AUTOINCREMENT,
+    course_code TEXT,
+    course_name TEXT,
+    credit REAL,
+    teacher TEXT,
+    department TEXT,
+    capacity INTEGER,
+    enrolled INTEGER,
+    class_time TEXT,
+    class_room TEXT,
+    course_type TEXT,
+    semester TEXT,
+    create_time TIMESTAMP DEFAULT CURRENT_TIMESTAMP
+);
+
+-- 插入测试数据
+INSERT INTO courses (course_code, course_name, credit, teacher, department, capacity, enrolled, class_time, class_room, course_type, semester) VALUES
+('CS101', '计算机科学导论', 3.0, '张教授', '计算机科学与技术学院', 100, 85, '周一 1-2节', 'A101', '必修课', '2024-2025-1'),
+('CS102', '数据结构', 4.0, '李教授', '计算机科学与技术学院', 80, 70, '周二 3-4节', 'B202', '必修课', '2024-2025-1'),
+('CS103', '算法设计', 3.0, '王教授', '计算机科学与技术学院', 60, 55, '周三 5-6节', 'C303', '选修课', '2024-2025-1'),
+('MA101', '高等数学', 5.0, '赵教授', '数学学院', 120, 110, '周一 3-4节', 'D404', '必修课', '2024-2025-1'),
+('EN101', '大学英语', 3.0, '刘教授', '外国语学院', 100, 90, '周二 1-2节', 'E505', '必修课', '2024-2025-1'),
+('PH101', '大学物理', 4.0, '钱教授', '物理学院', 90, 85, '周三 1-2节', 'F606', '必修课', '2024-2025-1'),
+('CH101', '大学化学', 3.0, '孙教授', '化学学院', 70, 65, '周四 3-4节', 'G707', '选修课', '2024-2025-1'),
+('HI101', '中国近现代史', 2.0, '周教授', '历史学院', 150, 145, '周五 1-2节', 'H808', '必修课', '2024-2025-1'),
+('PE101', '体育', 1.0, '吴教授', '体育学院', 50, 50, '周三 7-8节', '体育馆', '必修课', '2024-2025-1'),
+('AR101', '艺术鉴赏', 2.0, '郑教授', '艺术学院', 80, 75, '周四 5-6节', '艺术楼', '选修课', '2024-2025-1');
--- a/copy/src/main/resources/templates/analysis.html
+++ b/copy/src/main/resources/templates/analysis.html
@ -0,0 +1,328 @@
+<!DOCTYPE html>
+<html lang="zh-CN" xmlns:th="http://www.thymeleaf.org">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>数据分析 - 湖南大学选课系统分析</title>
+    <link href="https://cdn.jsdelivr.net/npm/bootstrap@5.3.0/dist/css/bootstrap.min.css" rel="stylesheet">
+    <script src="https://cdn.jsdelivr.net/npm/echarts@5.4.3/dist/echarts.min.js"></script>
+    <style>
+        body {
+            font-family: 'Microsoft YaHei', sans-serif;
+            background-color: #f8f9fa;
+        }
+        .hero {
+            background: linear-gradient(135deg, #667eea 0%, #764ba2 100%);
+            color: white;
+            padding: 40px 0;
+            margin-bottom: 30px;
+        }
+        .card {
+            border-radius: 10px;
+            box-shadow: 0 4px 6px rgba(0,0,0,0.1);
+            margin-bottom: 30px;
+        }
+        .card-header {
+            background-color: #667eea;
+            color: white;
+            border-radius: 10px 10px 0 0;
+        }
+        .btn-primary {
+            background-color: #667eea;
+            border-color: #667eea;
+        }
+        .btn-primary:hover {
+            background-color: #5a6fd8;
+            border-color: #5a6fd8;
+        }
+    </style>
+</head>
+<body>
+    <!-- 导航栏 -->
+    <nav class="navbar navbar-expand-lg navbar-dark bg-dark">
+        <div class="container">
+            <a class="navbar-brand" href="/">湖南大学选课系统分析</a>
+            <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarNav">
+                <span class="navbar-toggler-icon"></span>
+            </button>
+            <div class="collapse navbar-collapse" id="navbarNav">
+                <ul class="navbar-nav ms-auto">
+                    <li class="nav-item">
+                        <a class="nav-link" href="/">首页</a>
+                    </li>
+                    <li class="nav-item">
+                        <a class="nav-link" href="/courses">课程列表</a>
+                    </li>
+                    <li class="nav-item">
+                        <a class="nav-link active" href="/analysis">数据分析</a>
+                    </li>
+                </ul>
+            </div>
+        </div>
+    </nav>
+
+    <!-- 英雄区 -->
+    <div class="hero">
+        <div class="container">
+            <h1 class="display-4">数据分析</h1>
+            <p class="lead">深入分析选课系统数据，获取有价值的洞察</p>
+        </div>
+    </div>
+
+    <!-- 分析图表 -->
+    <div class="container mb-5">
+        <!-- 课程类型分布 -->
+        <div class="card">
+            <div class="card-header">
+                <h3>课程类型分布</h3>
+            </div>
+            <div class="card-body">
+                <div id="courseTypeChart" style="width: 100%; height: 400px;"></div>
+            </div>
+        </div>
+
+        <!-- 院系分布 -->
+        <div class="card">
+            <div class="card-header">
+                <h3>院系课程分布</h3>
+            </div>
+            <div class="card-body">
+                <div id="departmentChart" style="width: 100%; height: 400px;"></div>
+            </div>
+        </div>
+
+        <!-- 学分分布 -->
+        <div class="card">
+            <div class="card-header">
+                <h3>学分分布</h3>
+            </div>
+            <div class="card-body">
+                <div id="creditChart" style="width: 100%; height: 400px;"></div>
+            </div>
+        </div>
+
+        <!-- 课程使用率 -->
+        <div class="card">
+            <div class="card-header">
+                <h3>课程容量使用率</h3>
+            </div>
+            <div class="card-body">
+                <div id="usageRateChart" style="width: 100%; height: 400px;"></div>
+            </div>
+        </div>
+
+        <!-- 院系统计 -->
+        <div class="card">
+            <div class="card-header">
+                <h3>院系统计详情</h3>
+            </div>
+            <div class="card-body">
+                <div class="table-responsive">
+                    <table class="table table-striped">
+                        <thead>
+                            <tr>
+                                <th>院系</th>
+                                <th>课程数</th>
+                                <th>总学分</th>
+                                <th>总容量</th>
+                                <th>总已选</th>
+                                <th>使用率</th>
+                            </tr>
+                        </thead>
+                        <tbody>
+                            <tr th:each="dept : ${departmentStats}">
+                                <td th:text="${dept.key}"></td>
+                                <td th:text="${dept.value.courseCount}"></td>
+                                <td th:text="${dept.value.totalCredits}"></td>
+                                <td th:text="${dept.value.totalCapacity}"></td>
+                                <td th:text="${dept.value.totalEnrolled}"></td>
+                                <td th:text="${#numbers.formatDecimal(dept.value.usageRate, 0, 1)}%"></td>
+                            </tr>
+                        </tbody>
+                    </table>
+                </div>
+            </div>
+        </div>
+    </div>
+
+    <!-- 页脚 -->
+    <footer class="bg-dark text-white py-4">
+        <div class="container text-center">
+            <p>&copy; 2024 湖南大学选课系统分析平台</p>
+        </div>
+    </footer>
+
+    <script src="https://cdn.jsdelivr.net/npm/bootstrap@5.3.0/dist/js/bootstrap.bundle.min.js"></script>
+    <script>
+        // 初始化课程类型分布图表
+        fetch('/api/course-type-distribution')
+            .then(response => response.json())
+            .then(data => {
+                const types = Object.keys(data);
+                const counts = Object.values(data);
+                
+                const chart = echarts.init(document.getElementById('courseTypeChart'));
+                chart.setOption({
+                    title: {
+                        text: '课程类型分布',
+                        left: 'center'
+                    },
+                    tooltip: {
+                        trigger: 'item'
+                    },
+                    legend: {
+                        orient: 'vertical',
+                        left: 'left'
+                    },
+                    series: [{
+                        name: '课程类型',
+                        type: 'pie',
+                        radius: '60%',
+                        data: types.map((type, index) => ({
+                            name: type,
+                            value: counts[index]
+                        })),
+                        emphasis: {
+                            itemStyle: {
+                                shadowBlur: 10,
+                                shadowOffsetX: 0,
+                                shadowColor: 'rgba(0, 0, 0, 0.5)'
+                            }
+                        }
+                    }]
+                });
+            });
+
+        // 初始化院系分布图表
+        fetch('/api/department-distribution')
+            .then(response => response.json())
+            .then(data => {
+                const departments = Object.keys(data);
+                const counts = Object.values(data);
+                
+                const chart = echarts.init(document.getElementById('departmentChart'));
+                chart.setOption({
+                    title: {
+                        text: '院系课程分布',
+                        left: 'center'
+                    },
+                    tooltip: {
+                        trigger: 'item'
+                    },
+                    legend: {
+                        orient: 'vertical',
+                        left: 'left'
+                    },
+                    series: [{
+                        name: '院系',
+                        type: 'pie',
+                        radius: '60%',
+                        data: departments.map((dept, index) => ({
+                            name: dept,
+                            value: counts[index]
+                        })),
+                        emphasis: {
+                            itemStyle: {
+                                shadowBlur: 10,
+                                shadowOffsetX: 0,
+                                shadowColor: 'rgba(0, 0, 0, 0.5)'
+                            }
+                        }
+                    }]
+                });
+            });
+
+        // 初始化学分分布图表
+        fetch('/api/credit-distribution')
+            .then(response => response.json())
+            .then(data => {
+                const credits = Object.keys(data).map(Number).sort((a, b) => a - b);
+                const counts = credits.map(credit => data[credit]);
+                
+                const chart = echarts.init(document.getElementById('creditChart'));
+                chart.setOption({
+                    title: {
+                        text: '学分分布',
+                        left: 'center'
+                    },
+                    tooltip: {
+                        trigger: 'axis'
+                    },
+                    xAxis: {
+                        type: 'category',
+                        data: credits.map(c => c + '学分'),
+                        name: '学分'
+                    },
+                    yAxis: {
+                        type: 'value',
+                        name: '课程数'
+                    },
+                    series: [{
+                        data: counts,
+                        type: 'bar',
+                        itemStyle: {
+                            color: new echarts.graphic.LinearGradient(0, 0, 0, 1, [
+                                {offset: 0, color: '#667eea'},
+                                {offset: 1, color: '#764ba2'}
+                            ])
+                        }
+                    }]
+                });
+            });
+
+        // 初始化课程使用率图表
+        fetch('/api/top-courses')
+            .then(response => response.json())
+            .then(data => {
+                const courseNames = data.map(item => item.course_name);
+                const enrolledCounts = data.map(item => item.enrolled);
+                
+                const chart = echarts.init(document.getElementById('usageRateChart'));
+                chart.setOption({
+                    title: {
+                        text: '热门课程使用率',
+                        left: 'center'
+                    },
+                    tooltip: {
+                        trigger: 'axis',
+                        axisPointer: {
+                            type: 'shadow'
+                        }
+                    },
+                    xAxis: {
+                        type: 'category',
+                        data: courseNames,
+                        axisLabel: {
+                            rotate: 45
+                        }
+                    },
+                    yAxis: {
+                        type: 'value',
+                        name: '已选人数'
+                    },
+                    series: [{
+                        data: enrolledCounts,
+                        type: 'bar',
+                        itemStyle: {
+                            color: new echarts.graphic.LinearGradient(0, 0, 0, 1, [
+                                {offset: 0, color: '#667eea'},
+                                {offset: 1, color: '#764ba2'}
+                            ])
+                        }
+                    }]
+                });
+            });
+
+        // 响应式调整
+        window.addEventListener('resize', function() {
+            const charts = ['courseTypeChart', 'departmentChart', 'creditChart', 'usageRateChart'];
+            charts.forEach(id => {
+                const chart = echarts.getInstanceByDom(document.getElementById(id));
+                if (chart) {
+                    chart.resize();
+                }
+            });
+        });
+    </script>
+</body>
+</html>
--- a/copy/src/main/resources/templates/course-list.html
+++ b/copy/src/main/resources/templates/course-list.html
@ -0,0 +1,169 @@
+<!DOCTYPE html>
+<html lang="zh-CN" xmlns:th="http://www.thymeleaf.org">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>课程列表 - 湖南大学选课系统分析</title>
+    <link href="https://cdn.jsdelivr.net/npm/bootstrap@5.3.0/dist/css/bootstrap.min.css" rel="stylesheet">
+    <style>
+        body {
+            font-family: 'Microsoft YaHei', sans-serif;
+            background-color: #f8f9fa;
+        }
+        .hero {
+            background: linear-gradient(135deg, #667eea 0%, #764ba2 100%);
+            color: white;
+            padding: 40px 0;
+            margin-bottom: 30px;
+        }
+        .card {
+            border-radius: 10px;
+            box-shadow: 0 4px 6px rgba(0,0,0,0.1);
+        }
+        .table-container {
+            background: white;
+            border-radius: 10px;
+            box-shadow: 0 4px 6px rgba(0,0,0,0.1);
+            padding: 20px;
+        }
+        .btn-primary {
+            background-color: #667eea;
+            border-color: #667eea;
+        }
+        .btn-primary:hover {
+            background-color: #5a6fd8;
+            border-color: #5a6fd8;
+        }
+        .status-badge {
+            padding: 5px 10px;
+            border-radius: 20px;
+            font-size: 0.8rem;
+        }
+        .status-high {
+            background-color: #f8d7da;
+            color: #721c24;
+        }
+        .status-medium {
+            background-color: #fff3cd;
+            color: #856404;
+        }
+        .status-low {
+            background-color: #d4edda;
+            color: #155724;
+        }
+    </style>
+</head>
+<body>
+    <!-- 导航栏 -->
+    <nav class="navbar navbar-expand-lg navbar-dark bg-dark">
+        <div class="container">
+            <a class="navbar-brand" href="/">湖南大学选课系统分析</a>
+            <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarNav">
+                <span class="navbar-toggler-icon"></span>
+            </button>
+            <div class="collapse navbar-collapse" id="navbarNav">
+                <ul class="navbar-nav ms-auto">
+                    <li class="nav-item">
+                        <a class="nav-link" href="/">首页</a>
+                    </li>
+                    <li class="nav-item">
+                        <a class="nav-link active" href="/courses">课程列表</a>
+                    </li>
+                    <li class="nav-item">
+                        <a class="nav-link" href="/analysis">数据分析</a>
+                    </li>
+                </ul>
+            </div>
+        </div>
+    </nav>
+
+    <!-- 英雄区 -->
+    <div class="hero">
+        <div class="container">
+            <h1 class="display-4">课程列表</h1>
+            <p class="lead">查看所有课程的详细信息</p>
+        </div>
+    </div>
+
+    <!-- 课程列表 -->
+    <div class="container mb-5">
+        <div class="table-container">
+            <div class="d-flex justify-content-between align-items-center mb-4">
+                <h2>课程详情</h2>
+                <button class="btn btn-primary" onclick="crawlData()">
+                    <i class="bi bi-download"></i> 刷新数据
+                </button>
+            </div>
+            
+            <div class="table-responsive">
+                <table class="table table-striped table-hover">
+                    <thead class="table-dark">
+                        <tr>
+                            <th>课程代码</th>
+                            <th>课程名称</th>
+                            <th>学分</th>
+                            <th>教师</th>
+                            <th>院系</th>
+                            <th>容量</th>
+                            <th>已选</th>
+                            <th>使用率</th>
+                            <th>上课时间</th>
+                            <th>上课地点</th>
+                            <th>课程类型</th>
+                        </tr>
+                    </thead>
+                    <tbody>
+                        <tr th:each="course : ${courses}">
+                            <td th:text="${course.courseCode}"></td>
+                            <td th:text="${course.courseName}"></td>
+                            <td th:text="${course.credit}"></td>
+                            <td th:text="${course.teacher}"></td>
+                            <td th:text="${course.department}"></td>
+                            <td th:text="${course.capacity}"></td>
+                            <td th:text="${course.enrolled}"></td>
+                            <td>
+                                <span th:class="|status-badge ${course.enrolled * 100 / course.capacity > 80 ? 'status-high' : (course.enrolled * 100 / course.capacity > 50 ? 'status-medium' : 'status-low')}">
+                                    <span th:text="${#numbers.formatDecimal(course.enrolled * 100 / course.capacity, 0, 1)}%"></span>
+                                </span>
+                            </td>
+                            <td th:text="${course.classTime}"></td>
+                            <td th:text="${course.classRoom}"></td>
+                            <td th:text="${course.courseType}"></td>
+                        </tr>
+                    </tbody>
+                </table>
+            </div>
+        </div>
+    </div>
+
+    <!-- 页脚 -->
+    <footer class="bg-dark text-white py-4">
+        <div class="container text-center">
+            <p>&copy; 2024 湖南大学选课系统分析平台</p>
+        </div>
+    </footer>
+
+    <script src="https://cdn.jsdelivr.net/npm/bootstrap@5.3.0/dist/js/bootstrap.bundle.min.js"></script>
+    <script>
+        // 爬取数据
+        function crawlData() {
+            fetch('/crawl', {
+                method: 'POST'
+            })
+            .then(response => response.json())
+            .then(data => {
+                if (data.success) {
+                    alert(data.message);
+                    window.location.reload();
+                } else {
+                    alert('爬取失败');
+                }
+            })
+            .catch(error => {
+                console.error('Error:', error);
+                alert('爬取失败');
+            });
+        }
+    </script>
+</body>
+</html>
--- a/copy/src/main/resources/templates/error.html
+++ b/copy/src/main/resources/templates/error.html
@ -0,0 +1,24 @@
+<!DOCTYPE html>
+<html lang="zh-CN">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>错误页面</title>
+    <link href="https://cdn.jsdelivr.net/npm/bootstrap@5.1.3/dist/css/bootstrap.min.css" rel="stylesheet">
+</head>
+<body>
+    <div class="container mt-5">
+        <div class="row justify-content-center">
+            <div class="col-md-6">
+                <div class="card">
+                    <div class="card-body text-center">
+                        <h1 class="text-danger">500 - 服务器内部错误</h1>
+                        <p class="mt-3">服务器遇到了一个内部错误，请稍后再试。</p>
+                        <a href="/" class="btn btn-primary mt-4">返回首页</a>
+                    </div>
+                </div>
+            </div>
+        </div>
+    </div>
+</body>
+</html>
--- a/copy/src/main/resources/templates/index.html
+++ b/copy/src/main/resources/templates/index.html
@ -0,0 +1,318 @@
+<!DOCTYPE html>
+<html lang="zh-CN" xmlns:th="http://www.thymeleaf.org">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>湖南大学选课系统分析</title>
+    <link href="https://cdn.jsdelivr.net/npm/bootstrap@5.3.0/dist/css/bootstrap.min.css" rel="stylesheet">
+    <script src="https://cdn.jsdelivr.net/npm/echarts@5.4.3/dist/echarts.min.js"></script>
+    <style>
+        body {
+            font-family: 'Microsoft YaHei', sans-serif;
+            background-color: #f8f9fa;
+        }
+        .hero {
+            background: linear-gradient(135deg, #667eea 0%, #764ba2 100%);
+            color: white;
+            padding: 60px 0;
+            margin-bottom: 30px;
+        }
+        .card {
+            border-radius: 10px;
+            box-shadow: 0 4px 6px rgba(0,0,0,0.1);
+            transition: transform 0.3s ease;
+        }
+        .card:hover {
+            transform: translateY(-5px);
+        }
+        .stat-card {
+            text-align: center;
+            padding: 20px;
+        }
+        .stat-value {
+            font-size: 2rem;
+            font-weight: bold;
+            color: #667eea;
+        }
+        .stat-label {
+            font-size: 1rem;
+            color: #6c757d;
+        }
+        .btn-primary {
+            background-color: #667eea;
+            border-color: #667eea;
+        }
+        .btn-primary:hover {
+            background-color: #5a6fd8;
+            border-color: #5a6fd8;
+        }
+    </style>
+</head>
+<body>
+    <!-- 导航栏 -->
+    <nav class="navbar navbar-expand-lg navbar-dark bg-dark">
+        <div class="container">
+            <a class="navbar-brand" href="/">湖南大学选课系统分析</a>
+            <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarNav">
+                <span class="navbar-toggler-icon"></span>
+            </button>
+            <div class="collapse navbar-collapse" id="navbarNav">
+                <ul class="navbar-nav ms-auto">
+                    <li class="nav-item">
+                        <a class="nav-link active" href="/">首页</a>
+                    </li>
+                    <li class="nav-item">
+                        <a class="nav-link" href="/courses">课程列表</a>
+                    </li>
+                    <li class="nav-item">
+                        <a class="nav-link" href="/analysis">数据分析</a>
+                    </li>
+                </ul>
+            </div>
+        </div>
+    </nav>
+
+    <!-- 英雄区 -->
+    <div class="hero">
+        <div class="container">
+            <h1 class="display-4">湖南大学选课系统数据分析平台</h1>
+            <p class="lead">实时爬取、分析和可视化展示选课系统数据</p>
+            <button class="btn btn-light btn-lg" onclick="crawlData()">
+                <i class="bi bi-download"></i> 爬取最新数据
+            </button>
+        </div>
+    </div>
+
+    <!-- 统计卡片 -->
+    <div class="container mb-5">
+        <div class="row">
+            <div class="col-md-3">
+                <div class="card stat-card">
+                    <div class="card-body">
+                        <div class="stat-value" th:text="${overallStats.totalCourses}"></div>
+                        <div class="stat-label">总课程数</div>
+                    </div>
+                </div>
+            </div>
+            <div class="col-md-3">
+                <div class="card stat-card">
+                    <div class="card-body">
+                        <div class="stat-value" th:text="${overallStats.totalCredits}"></div>
+                        <div class="stat-label">总学分</div>
+                    </div>
+                </div>
+            </div>
+            <div class="col-md-3">
+                <div class="card stat-card">
+                    <div class="card-body">
+                        <div class="stat-value" th:text="${overallStats.totalEnrolled}"></div>
+                        <div class="stat-label">总已选人数</div>
+                    </div>
+                </div>
+            </div>
+            <div class="col-md-3">
+                <div class="card stat-card">
+                    <div class="card-body">
+                        <div class="stat-value" th:text="${#numbers.formatDecimal(overallStats.overallUsageRate, 0, 1)}%">
+                            使用率
+                        </div>
+                        <div class="stat-label">总体使用率</div>
+                    </div>
+                </div>
+            </div>
+        </div>
+    </div>
+
+    <!-- 热门课程 -->
+    <div class="container mb-5">
+        <h2 class="text-center mb-4">热门课程排行</h2>
+        <div class="card">
+            <div class="card-body">
+                <div id="topCoursesChart" style="width: 100%; height: 400px;"></div>
+            </div>
+        </div>
+    </div>
+
+    <!-- 课程类型分布 -->
+    <div class="container mb-5">
+        <h2 class="text-center mb-4">课程类型分布</h2>
+        <div class="card">
+            <div class="card-body">
+                <div id="courseTypeChart" style="width: 100%; height: 400px;"></div>
+            </div>
+        </div>
+    </div>
+
+    <!-- 院系分布 -->
+    <div class="container mb-5">
+        <h2 class="text-center mb-4">院系课程分布</h2>
+        <div class="card">
+            <div class="card-body">
+                <div id="departmentChart" style="width: 100%; height: 400px;"></div>
+            </div>
+        </div>
+    </div>
+
+    <!-- 页脚 -->
+    <footer class="bg-dark text-white py-4">
+        <div class="container text-center">
+            <p>&copy; 2024 湖南大学选课系统分析平台</p>
+        </div>
+    </footer>
+
+    <script src="https://cdn.jsdelivr.net/npm/bootstrap@5.3.0/dist/js/bootstrap.bundle.min.js"></script>
+    <script>
+        // 爬取数据
+        function crawlData() {
+            fetch('/crawl', {
+                method: 'POST'
+            })
+            .then(response => response.json())
+            .then(data => {
+                if (data.success) {
+                    alert(data.message);
+                    window.location.reload();
+                } else {
+                    alert('爬取失败');
+                }
+            })
+            .catch(error => {
+                console.error('Error:', error);
+                alert('爬取失败');
+            });
+        }
+
+        // 初始化热门课程图表
+        fetch('/api/top-courses')
+            .then(response => response.json())
+            .then(data => {
+                const courseNames = data.map(item => item.course_name);
+                const enrolledCounts = data.map(item => item.enrolled);
+                
+                const chart = echarts.init(document.getElementById('topCoursesChart'));
+                chart.setOption({
+                    title: {
+                        text: '热门课程排行',
+                        left: 'center'
+                    },
+                    tooltip: {
+                        trigger: 'axis',
+                        axisPointer: {
+                            type: 'shadow'
+                        }
+                    },
+                    xAxis: {
+                        type: 'category',
+                        data: courseNames,
+                        axisLabel: {
+                            rotate: 45
+                        }
+                    },
+                    yAxis: {
+                        type: 'value',
+                        name: '已选人数'
+                    },
+                    series: [{
+                        data: enrolledCounts,
+                        type: 'bar',
+                        itemStyle: {
+                            color: new echarts.graphic.LinearGradient(0, 0, 0, 1, [
+                                {offset: 0, color: '#667eea'},
+                                {offset: 1, color: '#764ba2'}
+                            ])
+                        }
+                    }]
+                });
+            });
+
+        // 初始化课程类型分布图表
+        fetch('/api/course-type-distribution')
+            .then(response => response.json())
+            .then(data => {
+                const types = Object.keys(data);
+                const counts = Object.values(data);
+                
+                const chart = echarts.init(document.getElementById('courseTypeChart'));
+                chart.setOption({
+                    title: {
+                        text: '课程类型分布',
+                        left: 'center'
+                    },
+                    tooltip: {
+                        trigger: 'item'
+                    },
+                    legend: {
+                        orient: 'vertical',
+                        left: 'left'
+                    },
+                    series: [{
+                        name: '课程类型',
+                        type: 'pie',
+                        radius: '60%',
+                        data: types.map((type, index) => ({
+                            name: type,
+                            value: counts[index]
+                        })),
+                        emphasis: {
+                            itemStyle: {
+                                shadowBlur: 10,
+                                shadowOffsetX: 0,
+                                shadowColor: 'rgba(0, 0, 0, 0.5)'
+                            }
+                        }
+                    }]
+                });
+            });
+
+        // 初始化院系分布图表
+        fetch('/api/department-distribution')
+            .then(response => response.json())
+            .then(data => {
+                const departments = Object.keys(data);
+                const counts = Object.values(data);
+                
+                const chart = echarts.init(document.getElementById('departmentChart'));
+                chart.setOption({
+                    title: {
+                        text: '院系课程分布',
+                        left: 'center'
+                    },
+                    tooltip: {
+                        trigger: 'item'
+                    },
+                    legend: {
+                        orient: 'vertical',
+                        left: 'left'
+                    },
+                    series: [{
+                        name: '院系',
+                        type: 'pie',
+                        radius: '60%',
+                        data: departments.map((dept, index) => ({
+                            name: dept,
+                            value: counts[index]
+                        })),
+                        emphasis: {
+                            itemStyle: {
+                                shadowBlur: 10,
+                                shadowOffsetX: 0,
+                                shadowColor: 'rgba(0, 0, 0, 0.5)'
+                            }
+                        }
+                    }]
+                });
+            });
+
+        // 响应式调整
+        window.addEventListener('resize', function() {
+            const charts = ['topCoursesChart', 'courseTypeChart', 'departmentChart'];
+            charts.forEach(id => {
+                const chart = echarts.getInstanceByDom(document.getElementById(id));
+                if (chart) {
+                    chart.resize();
+                }
+            });
+        });
+    </script>
+</body>
+</html>