feat: 初始化考培练系统项目
- 从服务器拉取完整代码 - 按框架规范整理项目结构 - 配置 Drone CI 测试环境部署 - 包含后端(FastAPI)、前端(Vue3)、管理端 技术栈: Vue3 + TypeScript + FastAPI + MySQL
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backend/scripts/seed_statistics_demo_data.sql
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backend/scripts/seed_statistics_demo_data.sql
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-- 为统计分析页面生成轻医美场景的模拟数据
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-- 使用方法: mysql -h localhost -u root -p'nj861021' kaopeilian < seed_statistics_demo_data.sql
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SET NAMES utf8mb4;
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SET FOREIGN_KEY_CHECKS = 0;
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-- ============================================
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-- 1. 获取用户ID（使用admin用户）
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-- ============================================
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SET @user_id = (SELECT id FROM users WHERE username = 'admin' LIMIT 1);
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SET @user_id = IFNULL(@user_id, 1);
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SELECT CONCAT('使用用户ID: ', @user_id) AS info;
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-- ============================================
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-- 2. 为课程添加知识点（如果不存在）
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-- ============================================
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-- 皮肤生理学基础
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SET @course_id_1 = (SELECT id FROM courses WHERE name LIKE '%皮肤生理学%' LIMIT 1);
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INSERT INTO knowledge_points (course_id, material_id, name, description, type, source, is_deleted, created_at, updated_at)
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SELECT
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@course_id_1,
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NULL,
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kp.name,
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CONCAT('核心知识点：', kp.name),
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'核心概念',
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0,
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FALSE,
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NOW(),
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NOW()
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FROM (
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SELECT '皮肤结构与层次' AS name UNION ALL
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SELECT '皮肤类型与特征' UNION ALL
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SELECT '皮肤屏障功能' UNION ALL
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SELECT '皮肤老化机制' UNION ALL
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SELECT '皮肤色素形成' UNION ALL
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SELECT '皮肤水分平衡'
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) AS kp
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WHERE @course_id_1 IS NOT NULL
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AND NOT EXISTS (
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SELECT 1 FROM knowledge_points
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WHERE course_id = @course_id_1 AND name = kp.name AND is_deleted = FALSE
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);
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-- 医美产品知识与应用
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SET @course_id_2 = (SELECT id FROM courses WHERE name LIKE '%医美产品%' LIMIT 1);
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INSERT INTO knowledge_points (course_id, material_id, name, description, type, source, is_deleted, created_at, updated_at)
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SELECT
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@course_id_2,
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NULL,
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kp.name,
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CONCAT('核心知识点：', kp.name),
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'核心概念',
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0,
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FALSE,
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NOW(),
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NOW()
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FROM (
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SELECT '透明质酸的应用' AS name UNION ALL
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SELECT '肉毒素的作用机理' UNION ALL
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SELECT '光子嫩肤原理' UNION ALL
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SELECT '果酸焕肤技术' UNION ALL
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SELECT '维生素C美白' UNION ALL
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SELECT '胶原蛋白补充'
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) AS kp
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WHERE @course_id_2 IS NOT NULL
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AND NOT EXISTS (
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SELECT 1 FROM knowledge_points
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WHERE course_id = @course_id_2 AND name = kp.name AND is_deleted = FALSE
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);
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SELECT '✓ 知识点创建完成' AS info;
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-- ============================================
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-- 3. 生成考试记录（过去60天，呈现进步趋势）
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-- ============================================
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-- 删除旧的演示数据
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DELETE FROM exam_mistakes WHERE user_id = @user_id;
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DELETE FROM exams WHERE user_id = @user_id;
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-- 生成考试记录
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INSERT INTO exams (
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user_id, course_id, exam_name, question_count, total_score, pass_score,
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start_time, end_time, duration_minutes, round1_score, score, is_passed, status,
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created_at, updated_at
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)
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SELECT
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@user_id,
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c.id,
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CONCAT(c.name, '测试'),
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10,
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100.0,
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60.0,
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DATE_SUB(NOW(), INTERVAL FLOOR(RAND() * 60) DAY) - INTERVAL FLOOR(RAND() * 86400) SECOND,
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DATE_SUB(NOW(), INTERVAL FLOOR(RAND() * 60) DAY) - INTERVAL FLOOR(RAND() * 86400) SECOND + INTERVAL (15 + FLOOR(RAND() * 30)) MINUTE,
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15 + FLOOR(RAND() * 30),
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-- 分数呈现进步趋势：早期60-75分，后期75-95分
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60 + (RAND() * 15) + (30 * RAND()),
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60 + (RAND() * 15) + (30 * RAND()),
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TRUE,
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'submitted',
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DATE_SUB(NOW(), INTERVAL FLOOR(RAND() * 60) DAY),
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DATE_SUB(NOW(), INTERVAL FLOOR(RAND() * 60) DAY)
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FROM courses c
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CROSS JOIN (
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SELECT 1 AS n UNION ALL SELECT 2 UNION ALL SELECT 3 UNION ALL SELECT 4 UNION ALL SELECT 5
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UNION ALL SELECT 6 UNION ALL SELECT 7 UNION ALL SELECT 8 UNION ALL SELECT 9 UNION ALL SELECT 10
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UNION ALL SELECT 11 UNION ALL SELECT 12 UNION ALL SELECT 13 UNION ALL SELECT 14 UNION ALL SELECT 15
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UNION ALL SELECT 16 UNION ALL SELECT 17 UNION ALL SELECT 18 UNION ALL SELECT 19 UNION ALL SELECT 20
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) AS numbers
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WHERE c.is_deleted = FALSE AND c.status = 'published'
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LIMIT 50;
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-- 更新is_passed状态
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UPDATE exams SET is_passed = (round1_score >= pass_score) WHERE user_id = @user_id;
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SELECT CONCAT('✓ 创建了 ', COUNT(*), ' 条考试记录') AS info
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FROM exams WHERE user_id = @user_id;
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-- ============================================
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-- 4. 生成错题记录
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-- ============================================
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-- 为每个考试生成错题（根据分数决定错题数）
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INSERT INTO exam_mistakes (
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user_id, exam_id, question_id, knowledge_point_id,
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question_content, correct_answer, user_answer, question_type,
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created_at, updated_at
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)
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SELECT
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e.user_id,
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e.id,
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NULL,
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kp.id,
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CONCAT('关于', kp.name, '的问题'),
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'正确答案',
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'用户错误答案',
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ELT(1 + FLOOR(RAND() * 5), 'single_choice', 'multiple_choice', 'true_false', 'fill_blank', 'essay'),
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e.created_at,
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e.created_at
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FROM exams e
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CROSS JOIN knowledge_points kp
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WHERE e.user_id = @user_id
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AND kp.course_id = e.course_id
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AND kp.is_deleted = FALSE
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AND RAND() < (100 - e.round1_score) / 100 -- 分数越低，错题概率越高
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LIMIT 200;
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SELECT CONCAT('✓ 创建了 ', COUNT(*), ' 条错题记录') AS info
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FROM exam_mistakes WHERE user_id = @user_id;
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-- ============================================
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-- 5. 生成陪练会话记录
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-- ============================================
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-- 删除旧的陪练记录
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DELETE FROM practice_dialogues WHERE session_id IN (
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SELECT session_id FROM practice_sessions WHERE user_id = @user_id
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);
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DELETE FROM practice_reports WHERE session_id IN (
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SELECT session_id FROM practice_sessions WHERE user_id = @user_id
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);
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DELETE FROM practice_sessions WHERE user_id = @user_id;
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-- 生成陪练会话
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INSERT INTO practice_sessions (
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session_id, user_id, scene_id, scene_name, scene_type,
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start_time, end_time, duration_seconds, turns, status, is_deleted,
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created_at, updated_at
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)
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SELECT
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CONCAT('session_', @user_id, '_', UNIX_TIMESTAMP(start_dt)),
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@user_id,
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1 + FLOOR(RAND() * 5),
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ELT(1 + FLOOR(RAND() * 5), '电话销售', '面对面咨询', '客户投诉处理', '售后服务', '产品介绍'),
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ELT(1 + FLOOR(RAND() * 5), 'phone', 'face', 'complaint', 'after-sales', 'product-intro'),
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start_dt,
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DATE_ADD(start_dt, INTERVAL (600 + FLOOR(RAND() * 1200)) SECOND),
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600 + FLOOR(RAND() * 1200),
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10 + FLOOR(RAND() * 20),
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'completed',
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FALSE,
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start_dt,
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start_dt
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FROM (
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SELECT DATE_SUB(NOW(), INTERVAL FLOOR(RAND() * 60) DAY) - INTERVAL FLOOR(RAND() * 86400) SECOND AS start_dt
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FROM (
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SELECT 1 AS n UNION ALL SELECT 2 UNION ALL SELECT 3 UNION ALL SELECT 4 UNION ALL SELECT 5
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UNION ALL SELECT 6 UNION ALL SELECT 7 UNION ALL SELECT 8 UNION ALL SELECT 9 UNION ALL SELECT 10
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UNION ALL SELECT 11 UNION ALL SELECT 12 UNION ALL SELECT 13 UNION ALL SELECT 14 UNION ALL SELECT 15
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) AS numbers
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) AS dates;
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SELECT CONCAT('✓ 创建了 ', COUNT(*), ' 条陪练会话记录') AS info
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FROM practice_sessions WHERE user_id = @user_id;
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-- ============================================
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-- 6. 统计汇总
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-- ============================================
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SELECT '========================================' AS '';
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SELECT '✅ 数据生成完成！' AS '';
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SELECT '========================================' AS '';
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SELECT CONCAT('用户: ', username, ' (ID: ', id, ')') AS info
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FROM users WHERE id = @user_id;
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SELECT CONCAT('考试记录: ', COUNT(*), ' 条') AS info
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FROM exams WHERE user_id = @user_id;
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SELECT CONCAT('错题记录: ', COUNT(*), ' 条') AS info
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FROM exam_mistakes WHERE user_id = @user_id;
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SELECT CONCAT('陪练记录: ', COUNT(*), ' 条') AS info
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FROM practice_sessions WHERE user_id = @user_id;
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SELECT '========================================' AS '';
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SELECT '现在可以访问统计分析页面查看数据：' AS '';
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SELECT 'http://localhost:5173/analysis/statistics' AS '';
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SELECT '========================================' AS '';
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SET FOREIGN_KEY_CHECKS = 1;
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