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資料庫架構設計

概述

基於 system_structure_design.json 中定義的9個數據源設計完整的資料庫架構，支援Drama Ling應用的所有功能需求。

資料庫設計原則

設計原則

正規化設計: 遵循第三正規化原則，減少資料重複
效能優化: 針對查詢頻繁的欄位建立適當索引
擴展性: 設計支援未來功能擴展的彈性架構
資料完整性: 使用外鍵約束確保資料一致性
安全性: 敏感資料加密存儲，存取權限控制

技術選型

主資料庫: PostgreSQL 15+ (關聯式資料庫)
快取層: Redis 7+ (高速快取和Session存儲)
搜尋引擎: Elasticsearch 8+ (全文檢索和分析)
檔案存儲: AWS S3 / MinIO (多媒體檔案存儲)
時序資料: InfluxDB (學習行為分析資料)

核心資料表設計

1. 用戶資料表 (UserProfile)

CREATE TABLE users (
    user_id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
    username VARCHAR(50) UNIQUE NOT NULL,
    email VARCHAR(255) UNIQUE NOT NULL,
    password_hash VARCHAR(255) NOT NULL,
    salt VARCHAR(50) NOT NULL,
    
    -- 基本資料
    avatar_url TEXT,
    first_name VARCHAR(100),
    last_name VARCHAR(100),
    date_of_birth DATE,
    gender VARCHAR(20),
    country_code CHAR(2),
    timezone VARCHAR(50) DEFAULT 'UTC',
    
    -- 語言設定
    native_language VARCHAR(10) NOT NULL DEFAULT 'zh-TW',
    target_languages JSONB DEFAULT '["en"]',
    current_level VARCHAR(10) DEFAULT 'A1',
    
    -- 學習統計
    total_score INTEGER DEFAULT 0,
    total_experience INTEGER DEFAULT 0,
    current_streak INTEGER DEFAULT 0,
    longest_streak INTEGER DEFAULT 0,
    total_study_time INTEGER DEFAULT 0, -- minutes
    
    -- 偏好設定
    preferences JSONB DEFAULT '{}',
    notification_settings JSONB DEFAULT '{}',
    
    -- 系統欄位
    status VARCHAR(20) DEFAULT 'active',
    email_verified BOOLEAN DEFAULT FALSE,
    last_login_at TIMESTAMPTZ,
    created_at TIMESTAMPTZ DEFAULT NOW(),
    updated_at TIMESTAMPTZ DEFAULT NOW(),
    
    -- 索引
    CONSTRAINT users_username_check CHECK (length(username) >= 3),
    CONSTRAINT users_email_check CHECK (email ~* '^[A-Za-z0-9._%+-]+@[A-Za-z0-9.-]+\.[A-Za-z]{2,}$')
);

-- 索引
CREATE INDEX idx_users_username ON users(username);
CREATE INDEX idx_users_email ON users(email);
CREATE INDEX idx_users_status ON users(status);
CREATE INDEX idx_users_country ON users(country_code);
CREATE INDEX idx_users_created_at ON users(created_at);

2. 課程場景表 (Lesson)

CREATE TABLE lessons (
    lesson_id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
    lesson_code VARCHAR(50) UNIQUE NOT NULL, -- SC_Restaurant_01
    
    -- 基本資訊
    title VARCHAR(200) NOT NULL,
    description TEXT,
    long_description TEXT,
    category VARCHAR(50) NOT NULL, -- daily_life, social, emergency, professional
    sub_category VARCHAR(50),
    
    -- 難度與分級
    difficulty_level VARCHAR(10) NOT NULL, -- A1, A2, B1, B2, C1, C2
    estimated_duration INTEGER, -- minutes
    complexity_score INTEGER DEFAULT 1, -- 1-10
    
    -- 學習目標
    learning_objectives JSONB DEFAULT '[]',
    target_vocabulary JSONB DEFAULT '[]',
    grammar_points JSONB DEFAULT '[]',
    
    -- 內容資料
    scenario_data JSONB NOT NULL, -- 對話流程、角色設定等
    cultural_notes TEXT,
    background_audio_url TEXT,
    thumbnail_url TEXT,
    
    -- 解鎖條件
    prerequisite_lessons JSONB DEFAULT '[]',
    unlock_conditions JSONB DEFAULT '{}',
    is_premium BOOLEAN DEFAULT FALSE,
    
    -- 統計資料
    popularity_score DECIMAL(3,2) DEFAULT 0.00,
    average_rating DECIMAL(3,2) DEFAULT 0.00,
    completion_rate DECIMAL(3,2) DEFAULT 0.00,
    
    -- 系統欄位
    status VARCHAR(20) DEFAULT 'active',
    published_at TIMESTAMPTZ,
    created_at TIMESTAMPTZ DEFAULT NOW(),
    updated_at TIMESTAMPTZ DEFAULT NOW(),
    
    CONSTRAINT lessons_difficulty_check CHECK (difficulty_level IN ('A1', 'A2', 'B1', 'B2', 'C1', 'C2')),
    CONSTRAINT lessons_category_check CHECK (category IN ('daily_life', 'social', 'emergency', 'professional'))
);

-- 索引
CREATE INDEX idx_lessons_category ON lessons(category);
CREATE INDEX idx_lessons_difficulty ON lessons(difficulty_level);
CREATE INDEX idx_lessons_status ON lessons(status) WHERE status = 'active';
CREATE INDEX idx_lessons_premium ON lessons(is_premium);
CREATE INDEX idx_lessons_popularity ON lessons(popularity_score DESC);

3. 對話記錄表 (Dialogue)

CREATE TABLE dialogues (
    dialogue_id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
    user_id UUID REFERENCES users(user_id) ON DELETE CASCADE,
    lesson_id UUID REFERENCES lessons(lesson_id) ON DELETE SET NULL,
    
    -- 對話基本資訊
    session_token VARCHAR(255) UNIQUE,
    scenario_context JSONB, -- 場景設定、角色資訊
    
    -- 對話進度
    status VARCHAR(20) DEFAULT 'in_progress', -- in_progress, completed, abandoned
    turn_count INTEGER DEFAULT 0,
    current_objective VARCHAR(100),
    objectives_completed JSONB DEFAULT '[]',
    
    -- 評分與分析
    grammar_score INTEGER,
    semantic_score INTEGER, 
    fluency_score INTEGER,
    overall_score INTEGER,
    ai_feedback JSONB,
    
    -- 時間記錄
    started_at TIMESTAMPTZ DEFAULT NOW(),
    completed_at TIMESTAMPTZ,
    total_duration INTEGER, -- seconds
    
    -- 詞彙使用
    vocabulary_used JSONB DEFAULT '[]',
    new_vocabulary_encountered JSONB DEFAULT '[]',
    
    -- 系統欄位
    created_at TIMESTAMPTZ DEFAULT NOW(),
    updated_at TIMESTAMPTZ DEFAULT NOW(),
    
    CONSTRAINT dialogues_status_check CHECK (status IN ('in_progress', 'completed', 'abandoned')),
    CONSTRAINT dialogues_scores_check CHECK (
        (grammar_score IS NULL OR grammar_score BETWEEN 0 AND 100) AND
        (semantic_score IS NULL OR semantic_score BETWEEN 0 AND 100) AND
        (fluency_score IS NULL OR fluency_score BETWEEN 0 AND 100) AND
        (overall_score IS NULL OR overall_score BETWEEN 0 AND 100)
    )
);

-- 索引
CREATE INDEX idx_dialogues_user ON dialogues(user_id);
CREATE INDEX idx_dialogues_lesson ON dialogues(lesson_id);
CREATE INDEX idx_dialogues_status ON dialogues(status);
CREATE INDEX idx_dialogues_completed ON dialogues(completed_at) WHERE completed_at IS NOT NULL;
CREATE INDEX idx_dialogues_score ON dialogues(overall_score) WHERE overall_score IS NOT NULL;

4. 對話訊息表 (DialogueMessages)

CREATE TABLE dialogue_messages (
    message_id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
    dialogue_id UUID REFERENCES dialogues(dialogue_id) ON DELETE CASCADE,
    
    -- 訊息基本資料
    turn_number INTEGER NOT NULL,
    sender_type VARCHAR(10) NOT NULL, -- user, ai
    message_type VARCHAR(20) DEFAULT 'text', -- text, audio, system
    
    -- 訊息內容
    message_text TEXT,
    audio_url TEXT,
    metadata JSONB, -- 音調、語速等音頻元資料
    
    -- AI分析結果 (僅用戶訊息)
    analysis_result JSONB,
    corrections JSONB,
    suggestions JSONB,
    
    -- 回應時間 (僅用戶訊息)
    response_time DECIMAL(5,3), -- seconds
    
    -- 系統欄位
    created_at TIMESTAMPTZ DEFAULT NOW(),
    
    CONSTRAINT msg_sender_check CHECK (sender_type IN ('user', 'ai')),
    CONSTRAINT msg_type_check CHECK (message_type IN ('text', 'audio', 'system'))
);

-- 索引
CREATE INDEX idx_dialogue_messages_dialogue ON dialogue_messages(dialogue_id);
CREATE INDEX idx_dialogue_messages_turn ON dialogue_messages(dialogue_id, turn_number);

5. 任務系統表 (Task & TaskReward)

CREATE TABLE tasks (
    task_id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
    task_code VARCHAR(100) UNIQUE NOT NULL,
    
    -- 任務基本資訊
    task_type VARCHAR(20) NOT NULL, -- daily, weekly, monthly, achievement, special
    title VARCHAR(200) NOT NULL,
    description TEXT,
    long_description TEXT,
    
    -- 任務條件
    objectives JSONB NOT NULL, -- 任務目標配置
    requirements JSONB DEFAULT '{}', -- 完成條件
    difficulty VARCHAR(20) DEFAULT 'easy', -- easy, medium, hard, expert
    
    -- 獎勵設定
    rewards JSONB NOT NULL, -- 經驗值、積分、道具等獎勵
    
    -- 時間設定
    duration_hours INTEGER, -- 任務持續時間
    cooldown_hours INTEGER, -- 重置冷卻時間
    
    -- 狀態與統計
    status VARCHAR(20) DEFAULT 'active',
    completion_rate DECIMAL(5,4) DEFAULT 0.0000,
    total_attempts INTEGER DEFAULT 0,
    total_completions INTEGER DEFAULT 0,
    
    -- 系統欄位
    created_at TIMESTAMPTZ DEFAULT NOW(),
    updated_at TIMESTAMPTZ DEFAULT NOW(),
    
    CONSTRAINT tasks_type_check CHECK (task_type IN ('daily', 'weekly', 'monthly', 'achievement', 'special')),
    CONSTRAINT tasks_difficulty_check CHECK (difficulty IN ('easy', 'medium', 'hard', 'expert'))
);

CREATE TABLE user_tasks (
    user_task_id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
    user_id UUID REFERENCES users(user_id) ON DELETE CASCADE,
    task_id UUID REFERENCES tasks(task_id) ON DELETE CASCADE,
    
    -- 進度追蹤
    status VARCHAR(20) DEFAULT 'in_progress', -- in_progress, completed, expired, abandoned
    progress JSONB DEFAULT '{}', -- 各目標的完成進度
    progress_percentage DECIMAL(5,2) DEFAULT 0.00,
    
    -- 時間記錄
    assigned_at TIMESTAMPTZ DEFAULT NOW(),
    started_at TIMESTAMPTZ,
    completed_at TIMESTAMPTZ,
    expires_at TIMESTAMPTZ,
    
    -- 獎勵狀態
    reward_claimed BOOLEAN DEFAULT FALSE,
    reward_claimed_at TIMESTAMPTZ,
    
    CONSTRAINT user_tasks_status_check CHECK (status IN ('in_progress', 'completed', 'expired', 'abandoned')),
    UNIQUE(user_id, task_id, assigned_at::date) -- 防止同日重複分配
);

-- 索引
CREATE INDEX idx_tasks_type ON tasks(task_type);
CREATE INDEX idx_tasks_status ON tasks(status);
CREATE INDEX idx_user_tasks_user ON user_tasks(user_id);
CREATE INDEX idx_user_tasks_status ON user_tasks(status);
CREATE INDEX idx_user_tasks_expires ON user_tasks(expires_at) WHERE status = 'in_progress';

6. 排行榜系統 (Leaderboard)

CREATE TABLE leaderboards (
    leaderboard_id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
    leaderboard_type VARCHAR(50) NOT NULL, -- global, weekly, monthly, friends, regional
    category VARCHAR(50) NOT NULL, -- overall_score, dialogue_count, vocabulary_mastered, streak
    
    -- 時間範圍
    period_type VARCHAR(20) NOT NULL, -- all_time, daily, weekly, monthly, yearly
    period_start DATE,
    period_end DATE,
    
    -- 地區設定 (針對regional類型)
    region_code VARCHAR(10),
    
    -- 狀態
    status VARCHAR(20) DEFAULT 'active',
    last_updated TIMESTAMPTZ DEFAULT NOW(),
    
    -- 系統欄位
    created_at TIMESTAMPTZ DEFAULT NOW(),
    
    CONSTRAINT lb_type_check CHECK (leaderboard_type IN ('global', 'weekly', 'monthly', 'friends', 'regional')),
    CONSTRAINT lb_category_check CHECK (category IN ('overall_score', 'dialogue_count', 'vocabulary_mastered', 'streak')),
    CONSTRAINT lb_period_check CHECK (period_type IN ('all_time', 'daily', 'weekly', 'monthly', 'yearly'))
);

CREATE TABLE leaderboard_entries (
    entry_id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
    leaderboard_id UUID REFERENCES leaderboards(leaderboard_id) ON DELETE CASCADE,
    user_id UUID REFERENCES users(user_id) ON DELETE CASCADE,
    
    -- 排名資料
    rank_position INTEGER NOT NULL,
    score INTEGER NOT NULL,
    previous_rank INTEGER,
    rank_change INTEGER DEFAULT 0,
    
    -- 詳細統計 (依leaderboard category而定)
    detailed_stats JSONB DEFAULT '{}',
    
    -- 時間戳記
    calculated_at TIMESTAMPTZ DEFAULT NOW(),
    
    UNIQUE(leaderboard_id, user_id),
    UNIQUE(leaderboard_id, rank_position)
);

-- 索引
CREATE INDEX idx_leaderboards_type_category ON leaderboards(leaderboard_type, category);
CREATE INDEX idx_lb_entries_leaderboard ON leaderboard_entries(leaderboard_id);
CREATE INDEX idx_lb_entries_rank ON leaderboard_entries(leaderboard_id, rank_position);
CREATE INDEX idx_lb_entries_user ON leaderboard_entries(user_id);

7. 訂閱與付費 (Subscription & Purchase)

CREATE TABLE subscription_plans (
    plan_id VARCHAR(50) PRIMARY KEY,
    plan_name VARCHAR(100) NOT NULL,
    description TEXT,
    
    -- 定價
    monthly_price INTEGER, -- 以分為單位 (TWD)
    yearly_price INTEGER,
    currency VARCHAR(3) DEFAULT 'TWD',
    
    -- 功能權限
    features JSONB NOT NULL,
    limitations JSONB DEFAULT '{}',
    
    -- 狀態
    status VARCHAR(20) DEFAULT 'active',
    created_at TIMESTAMPTZ DEFAULT NOW(),
    updated_at TIMESTAMPTZ DEFAULT NOW()
);

CREATE TABLE subscriptions (
    subscription_id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
    user_id UUID REFERENCES users(user_id) ON DELETE CASCADE,
    plan_id VARCHAR(50) REFERENCES subscription_plans(plan_id),
    
    -- 訂閱狀態
    status VARCHAR(20) NOT NULL DEFAULT 'active', -- active, expired, cancelled, paused
    billing_cycle VARCHAR(20) NOT NULL, -- monthly, yearly
    
    -- 時間管理
    started_at TIMESTAMPTZ DEFAULT NOW(),
    current_period_start TIMESTAMPTZ DEFAULT NOW(),
    current_period_end TIMESTAMPTZ,
    cancelled_at TIMESTAMPTZ,
    expires_at TIMESTAMPTZ,
    
    -- 付費資訊
    amount INTEGER NOT NULL, -- 以分為單位
    currency VARCHAR(3) DEFAULT 'TWD',
    payment_method_id VARCHAR(100),
    auto_renewal BOOLEAN DEFAULT TRUE,
    
    -- 外部系統整合
    external_subscription_id VARCHAR(100), -- Stripe等第三方訂閱ID
    
    -- 系統欄位
    created_at TIMESTAMPTZ DEFAULT NOW(),
    updated_at TIMESTAMPTZ DEFAULT NOW(),
    
    CONSTRAINT sub_status_check CHECK (status IN ('active', 'expired', 'cancelled', 'paused')),
    CONSTRAINT sub_billing_check CHECK (billing_cycle IN ('monthly', 'yearly'))
);

CREATE TABLE purchases (
    purchase_id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
    user_id UUID REFERENCES users(user_id) ON DELETE CASCADE,
    
    -- 購買內容
    content_type VARCHAR(50) NOT NULL, -- scenario_pack, expert_course, premium_content
    content_id VARCHAR(100) NOT NULL,
    content_title VARCHAR(200),
    
    -- 付費資訊
    amount INTEGER NOT NULL, -- 以分為單位
    currency VARCHAR(3) DEFAULT 'TWD',
    payment_status VARCHAR(20) DEFAULT 'pending', -- pending, completed, failed, refunded
    payment_method VARCHAR(50),
    
    -- 外部付費系統
    external_payment_id VARCHAR(100), -- Stripe Payment Intent ID
    payment_metadata JSONB DEFAULT '{}',
    
    -- 時間記錄
    purchased_at TIMESTAMPTZ DEFAULT NOW(),
    refunded_at TIMESTAMPTZ,
    
    -- 系統欄位
    created_at TIMESTAMPTZ DEFAULT NOW(),
    updated_at TIMESTAMPTZ DEFAULT NOW(),
    
    CONSTRAINT purchase_status_check CHECK (payment_status IN ('pending', 'completed', 'failed', 'refunded'))
);

-- 索引
CREATE INDEX idx_subscriptions_user ON subscriptions(user_id);
CREATE INDEX idx_subscriptions_status ON subscriptions(status);
CREATE INDEX idx_subscriptions_expires ON subscriptions(expires_at) WHERE status = 'active';
CREATE INDEX idx_purchases_user ON purchases(user_id);
CREATE INDEX idx_purchases_content ON purchases(content_type, content_id);

8. 廣告系統 (AdImpression)

CREATE TABLE ad_campaigns (
    campaign_id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
    campaign_name VARCHAR(200) NOT NULL,
    
    -- 廣告內容
    ad_type VARCHAR(20) NOT NULL, -- video, banner, interstitial, rewarded
    content_url TEXT,
    duration INTEGER, -- seconds for video ads
    
    -- 目標設定
    target_audience JSONB DEFAULT '{}',
    daily_budget INTEGER, -- 以分為單位
    max_impressions_per_user INTEGER DEFAULT 5,
    
    -- 獎勵設定 (針對rewarded ads)
    reward_type VARCHAR(50),
    reward_amount INTEGER,
    
    -- 時間設定
    starts_at TIMESTAMPTZ,
    ends_at TIMESTAMPTZ,
    
    -- 狀態
    status VARCHAR(20) DEFAULT 'active',
    created_at TIMESTAMPTZ DEFAULT NOW(),
    
    CONSTRAINT ad_type_check CHECK (ad_type IN ('video', 'banner', 'interstitial', 'rewarded'))
);

CREATE TABLE ad_impressions (
    impression_id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
    campaign_id UUID REFERENCES ad_campaigns(campaign_id) ON DELETE CASCADE,
    user_id UUID REFERENCES users(user_id) ON DELETE CASCADE,
    
    -- 展示資訊
    impression_type VARCHAR(20) NOT NULL, -- impression, click, completion
    ad_placement VARCHAR(50), -- home_screen, post_dialogue, reward_offer
    
    -- 用戶行為
    watch_duration INTEGER DEFAULT 0, -- seconds
    completion_rate DECIMAL(5,4), -- 0.0000 - 1.0000
    user_action VARCHAR(20), -- viewed, clicked, skipped, completed
    
    -- 獎勵發放
    reward_granted BOOLEAN DEFAULT FALSE,
    reward_type VARCHAR(50),
    reward_amount INTEGER,
    
    -- 系統資訊
    user_agent TEXT,
    ip_address INET,
    country_code CHAR(2),
    
    -- 時間記錄
    created_at TIMESTAMPTZ DEFAULT NOW(),
    
    CONSTRAINT impression_type_check CHECK (impression_type IN ('impression', 'click', 'completion')),
    CONSTRAINT user_action_check CHECK (user_action IN ('viewed', 'clicked', 'skipped', 'completed'))
);

-- 索引
CREATE INDEX idx_ad_impressions_campaign ON ad_impressions(campaign_id);
CREATE INDEX idx_ad_impressions_user ON ad_impressions(user_id);
CREATE INDEX idx_ad_impressions_date ON ad_impressions(created_at);
CREATE INDEX idx_ad_impressions_reward ON ad_impressions(reward_granted) WHERE reward_granted = TRUE;

9. 詞彙系統擴展

CREATE TABLE vocabulary_bank (
    vocab_id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
    
    -- 基本詞彙資訊
    word VARCHAR(100) NOT NULL,
    phonetic VARCHAR(200),
    part_of_speech VARCHAR(50),
    
    -- 定義與翻譯
    definition_en TEXT,
    definition_native JSONB, -- 支援多語言翻譯
    
    -- 分類與分級
    category VARCHAR(50), -- life, academic, business, etc.
    subcategory VARCHAR(50),
    difficulty_level VARCHAR(10), -- A1-C2
    frequency_rank INTEGER,
    
    -- 學習輔助
    etymology TEXT, -- 詞源
    memory_tips JSONB, -- 記憶提示
    collocations JSONB, -- 常用搭配
    synonyms JSONB, -- 同義詞
    antonyms JSONB, -- 反義詞
    
    -- 多媒體資源
    audio_url TEXT,
    image_url TEXT,
    example_sentences JSONB,
    
    -- 使用統計
    usage_frequency INTEGER DEFAULT 0,
    learning_difficulty DECIMAL(3,2) DEFAULT 5.00, -- 1.00-10.00
    
    -- 系統欄位
    created_at TIMESTAMPTZ DEFAULT NOW(),
    updated_at TIMESTAMPTZ DEFAULT NOW(),
    
    UNIQUE(word, part_of_speech)
);

CREATE TABLE user_vocabulary_progress (
    progress_id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
    user_id UUID REFERENCES users(user_id) ON DELETE CASCADE,
    vocab_id UUID REFERENCES vocabulary_bank(vocab_id) ON DELETE CASCADE,
    
    -- 掌握度狀態
    mastery_level VARCHAR(20) DEFAULT 'learning', -- learning, practicing, mastered, forgotten
    mastery_score INTEGER DEFAULT 0, -- 0-100
    
    -- 複習資料
    review_count INTEGER DEFAULT 0,
    correct_count INTEGER DEFAULT 0,
    incorrect_count INTEGER DEFAULT 0,
    
    -- 間隔複習演算法
    ease_factor DECIMAL(4,2) DEFAULT 2.50, -- SuperMemo算法參數
    interval_days INTEGER DEFAULT 1,
    next_review_date DATE,
    last_review_quality INTEGER, -- 1-5
    
    -- 時間記錄
    first_encountered TIMESTAMPTZ DEFAULT NOW(),
    last_reviewed TIMESTAMPTZ,
    mastered_at TIMESTAMPTZ,
    
    -- 學習情境
    encountered_in_lessons JSONB DEFAULT '[]',
    encountered_in_dialogues JSONB DEFAULT '[]',
    
    UNIQUE(user_id, vocab_id)
);

-- 索引
CREATE INDEX idx_vocabulary_word ON vocabulary_bank(word);
CREATE INDEX idx_vocabulary_category ON vocabulary_bank(category, difficulty_level);
CREATE INDEX idx_vocabulary_frequency ON vocabulary_bank(frequency_rank);
CREATE INDEX idx_user_vocab_user ON user_vocabulary_progress(user_id);
CREATE INDEX idx_user_vocab_mastery ON user_vocabulary_progress(mastery_level);
CREATE INDEX idx_user_vocab_review ON user_vocabulary_progress(next_review_date) WHERE next_review_date IS NOT NULL;

關聯表和輔助表

用戶關係表 (Friends/Social)

CREATE TABLE user_relationships (
    relationship_id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
    requester_id UUID REFERENCES users(user_id) ON DELETE CASCADE,
    addressee_id UUID REFERENCES users(user_id) ON DELETE CASCADE,
    
    relationship_type VARCHAR(20) DEFAULT 'friend', -- friend, blocked, follow
    status VARCHAR(20) DEFAULT 'pending', -- pending, accepted, rejected
    
    created_at TIMESTAMPTZ DEFAULT NOW(),
    updated_at TIMESTAMPTZ DEFAULT NOW(),
    
    UNIQUE(requester_id, addressee_id),
    CONSTRAINT no_self_relationship CHECK (requester_id != addressee_id)
);

學習會話表 (Study Sessions)

CREATE TABLE study_sessions (
    session_id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
    user_id UUID REFERENCES users(user_id) ON DELETE CASCADE,
    
    -- 會話資料
    session_type VARCHAR(20) DEFAULT 'dialogue', -- dialogue, vocabulary, review
    started_at TIMESTAMPTZ DEFAULT NOW(),
    ended_at TIMESTAMPTZ,
    duration_seconds INTEGER,
    
    -- 學習成果
    activities_completed INTEGER DEFAULT 0,
    total_score INTEGER DEFAULT 0,
    experience_gained INTEGER DEFAULT 0,
    
    -- 詳細活動記錄
    activity_log JSONB DEFAULT '[]',
    
    created_at TIMESTAMPTZ DEFAULT NOW()
);

系統設定表

CREATE TABLE system_settings (
    setting_key VARCHAR(100) PRIMARY KEY,
    setting_value JSONB,
    setting_type VARCHAR(20) DEFAULT 'string', -- string, number, boolean, json
    description TEXT,
    is_public BOOLEAN DEFAULT FALSE, -- 是否對前端公開
    updated_at TIMESTAMPTZ DEFAULT NOW()
);

-- 預設設定
INSERT INTO system_settings (setting_key, setting_value, setting_type, description, is_public) VALUES
('app_version', '"1.0.0"', 'string', 'Current app version', true),
('maintenance_mode', 'false', 'boolean', 'System maintenance status', true),
('max_daily_dialogues_free', '5', 'number', 'Daily dialogue limit for free users', false),
('vocabulary_review_batch_size', '15', 'number', 'Number of words per review session', false);

資料庫最佳化

索引策略

-- 複合索引
CREATE INDEX idx_dialogues_user_completed ON dialogues(user_id, completed_at) WHERE completed_at IS NOT NULL;
CREATE INDEX idx_user_tasks_user_status ON user_tasks(user_id, status);
CREATE INDEX idx_user_vocab_user_review ON user_vocabulary_progress(user_id, next_review_date) WHERE next_review_date <= CURRENT_DATE;

-- 部分索引
CREATE INDEX idx_active_users ON users(last_login_at) WHERE status = 'active';
CREATE INDEX idx_premium_lessons ON lessons(lesson_id) WHERE is_premium = TRUE;

-- 函數索引
CREATE INDEX idx_users_email_lower ON users(LOWER(email));
CREATE INDEX idx_lessons_title_search ON lessons USING gin(to_tsvector('english', title));

分區策略

-- 按日期分區對話記錄表 (適用於大量數據)
CREATE TABLE dialogues_partitioned (
    LIKE dialogues INCLUDING ALL
) PARTITION BY RANGE (created_at);

-- 創建分區
CREATE TABLE dialogues_2024_q1 PARTITION OF dialogues_partitioned
    FOR VALUES FROM ('2024-01-01') TO ('2024-04-01');

視圖 (Views)

-- 用戶學習統計視圖
CREATE VIEW user_learning_stats AS
SELECT 
    u.user_id,
    u.username,
    COUNT(d.dialogue_id) as total_dialogues,
    AVG(d.overall_score)::INTEGER as average_score,
    SUM(d.total_duration) as total_study_time,
    COUNT(DISTINCT d.lesson_id) as unique_lessons_practiced,
    MAX(d.completed_at) as last_practice_date
FROM users u
LEFT JOIN dialogues d ON u.user_id = d.user_id AND d.status = 'completed'
GROUP BY u.user_id, u.username;

-- 排行榜視圖
CREATE VIEW global_leaderboard AS
SELECT 
    ROW_NUMBER() OVER (ORDER BY total_score DESC) as rank,
    user_id,
    username,
    total_score,
    current_streak,
    country_code
FROM users 
WHERE status = 'active' 
ORDER BY total_score DESC
LIMIT 1000;

資料遷移與版本控制

遷移腳本範例

-- Migration: 001_create_initial_schema.sql
-- 創建基本表結構

-- Migration: 002_add_vocabulary_system.sql  
-- 新增詞彙系統相關表

-- Migration: 003_add_gamification_features.sql
-- 新增遊戲化功能表

種子資料 (Seed Data)

-- 插入基本課程場景
INSERT INTO lessons (lesson_code, title, description, category, difficulty_level, scenario_data) VALUES
('SC_Greeting_01', 'Basic Greetings', 'Learn how to greet people in different situations', 'daily_life', 'A1', 
 '{"scenes": [{"type": "greeting", "context": "meeting_stranger"}]}'),
('SC_Restaurant_01', 'Restaurant Reservation', 'Make a reservation and order food', 'daily_life', 'A2',
 '{"scenes": [{"type": "phone_call", "context": "restaurant_booking"}]}');

-- 插入詞彙庫基礎資料
INSERT INTO vocabulary_bank (word, phonetic, part_of_speech, definition_en, definition_native, category, difficulty_level, frequency_rank) VALUES
('hello', '/həˈloʊ/', 'interjection', 'Used as a greeting', '{"zh-TW": "你好", "ja": "こんにちは"}', 'daily_interaction', 'A1', 50),
('restaurant', '/ˈrestərɑːnt/', 'noun', 'A place where people pay to sit and eat meals', '{"zh-TW": "餐廳", "ja": "レストラン"}', 'food_dining', 'A2', 1250);

備份與災難復原

備份策略

-- 每日備份腳本
pg_dump dramaling_db > backup_$(date +%Y%m%d).sql

-- 增量備份設定
archive_mode = on
archive_command = 'cp %p /backup/archive/%f'

監控查詢

-- 慢查詢監控
SELECT query, mean_time, calls, total_time 
FROM pg_stat_statements 
ORDER BY mean_time DESC 
LIMIT 10;

-- 資料庫大小監控  
SELECT schemaname, tablename, 
       pg_size_pretty(pg_total_relation_size(schemaname||'.'||tablename)) as size
FROM pg_tables 
WHERE schemaname NOT IN ('information_schema', 'pg_catalog')
ORDER BY pg_total_relation_size(schemaname||'.'||tablename) DESC;

待完成任務

高優先級

完善所有表的約束條件和觸發器
設計詳細的索引優化策略
建立資料庫遷移和版本控制流程
實現資料備份和災難復原機制

中優先級

設計資料庫效能監控和告警系統
建立資料隱私和安全性控制機制
規劃大數據量情況下的分區和分片策略
設計資料倉儲和分析資料庫架構

低優先級

研究NoSQL資料庫的混合使用場景
探索時序資料庫在學習分析中的應用
建立自動化資料庫調優和維護系統
設計多地區資料同步和一致性策略

最後更新: 2024年9月5日
負責人: 待分配
審查週期: 每兩週檢討一次

26 KiB Raw Blame History Unescape Escape

資料庫架構設計

概述

資料庫設計原則

設計原則

技術選型

核心資料表設計

1. 用戶資料表 (UserProfile)

2. 課程場景表 (Lesson)

3. 對話記錄表 (Dialogue)

4. 對話訊息表 (DialogueMessages)

5. 任務系統表 (Task & TaskReward)

6. 排行榜系統 (Leaderboard)

7. 訂閱與付費 (Subscription & Purchase)

8. 廣告系統 (AdImpression)

9. 詞彙系統擴展

關聯表和輔助表

用戶關係表 (Friends/Social)

學習會話表 (Study Sessions)

系統設定表

資料庫最佳化

索引策略

分區策略

視圖 (Views)

資料遷移與版本控制

遷移腳本範例

種子資料 (Seed Data)

備份與災難復原

備份策略

監控查詢

待完成任務

高優先級

中優先級

低優先級

26 KiB

Raw Blame History