dramaling-vocab-learning/00_starter/old/database-schema.md

LinguaForge 資料庫架構設計

1. 資料庫關係圖

erDiagram
    users ||--o{ vocabulary_cards : creates
    users ||--o{ review_sessions : performs
    users ||--o{ pronunciation_assessments : submits
    users ||--|| user_preferences : has
    users ||--|| subscriptions : has

    vocabulary_cards ||--o{ review_records : has
    vocabulary_cards ||--o{ card_media : contains
    vocabulary_cards ||--o{ pronunciation_assessments : relates

    review_sessions ||--o{ review_records : contains

    subscription_plans ||--o{ subscriptions : defines

    users {
        uuid id PK
        string email UK
        string username UK
        string password_hash
        boolean email_verified
        timestamp created_at
        timestamp updated_at
        timestamp last_login_at
        string status
    }

    user_preferences {
        uuid id PK
        uuid user_id FK
        integer daily_review_goal
        string review_reminder_time
        boolean push_notifications
        string ui_language
        string learning_language
        jsonb study_settings
        timestamp updated_at
    }

    subscriptions {
        uuid id PK
        uuid user_id FK
        uuid plan_id FK
        string status
        timestamp started_at
        timestamp expires_at
        timestamp cancelled_at
        decimal amount_paid
        string payment_method
    }

    subscription_plans {
        uuid id PK
        string name
        string tier
        decimal monthly_price
        decimal yearly_price
        jsonb features
        boolean is_active
        timestamp created_at
    }

    vocabulary_cards {
        uuid id PK
        uuid user_id FK
        string word
        string definition
        jsonb examples
        string source_sentence
        string difficulty_level
        decimal easiness_factor
        integer repetition_count
        integer interval_days
        timestamp next_review_date
        timestamp created_at
        timestamp updated_at
        boolean is_active
        jsonb metadata
    }

    card_media {
        uuid id PK
        uuid card_id FK
        string media_type
        string url
        string storage_key
        integer file_size
        jsonb ai_generated_data
        timestamp created_at
    }

    review_sessions {
        uuid id PK
        uuid user_id FK
        timestamp started_at
        timestamp ended_at
        integer cards_reviewed
        integer cards_correct
        decimal average_quality
        jsonb session_stats
    }

    review_records {
        uuid id PK
        uuid card_id FK
        uuid session_id FK
        uuid user_id FK
        integer quality_rating
        integer time_spent_seconds
        timestamp reviewed_at
        decimal old_easiness_factor
        decimal new_easiness_factor
        integer old_interval
        integer new_interval
        string review_type
    }

    pronunciation_assessments {
        uuid id PK
        uuid user_id FK
        uuid card_id FK
        string text_assessed
        decimal accuracy_score
        decimal fluency_score
        decimal completeness_score
        decimal pronunciation_score
        jsonb detailed_feedback
        string audio_url
        timestamp assessed_at
    }

2. 資料表詳細設計

2.1 users (使用者表)

CREATE TABLE users (
    id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
    email VARCHAR(255) UNIQUE NOT NULL,
    username VARCHAR(50) UNIQUE NOT NULL,
    password_hash VARCHAR(255) NOT NULL,
    email_verified BOOLEAN DEFAULT FALSE,
    created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP,
    updated_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP,
    last_login_at TIMESTAMP,
    status VARCHAR(20) DEFAULT 'active' CHECK (status IN ('active', 'suspended', 'deleted'))
);

CREATE INDEX idx_users_email ON users(email);
CREATE INDEX idx_users_username ON users(username);
CREATE INDEX idx_users_status ON users(status);

2.2 user_preferences (使用者偏好設定)

CREATE TABLE user_preferences (
    id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
    user_id UUID UNIQUE NOT NULL REFERENCES users(id) ON DELETE CASCADE,
    daily_review_goal INTEGER DEFAULT 20,
    review_reminder_time TIME DEFAULT '09:00:00',
    push_notifications BOOLEAN DEFAULT TRUE,
    ui_language VARCHAR(10) DEFAULT 'zh-TW',
    learning_language VARCHAR(10) DEFAULT 'en-US',
    study_settings JSONB DEFAULT '{}',
    updated_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP
);

2.3 vocabulary_cards (詞彙卡片)

CREATE TABLE vocabulary_cards (
    id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
    user_id UUID NOT NULL REFERENCES users(id) ON DELETE CASCADE,
    word VARCHAR(100) NOT NULL,
    definition TEXT NOT NULL,
    examples JSONB DEFAULT '[]',
    source_sentence TEXT,
    difficulty_level VARCHAR(20) DEFAULT 'medium',
    easiness_factor DECIMAL(3,2) DEFAULT 2.5,
    repetition_count INTEGER DEFAULT 0,
    interval_days INTEGER DEFAULT 1,
    next_review_date TIMESTAMP DEFAULT CURRENT_TIMESTAMP,
    created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP,
    updated_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP,
    is_active BOOLEAN DEFAULT TRUE,
    metadata JSONB DEFAULT '{}'
);

CREATE INDEX idx_cards_user_id ON vocabulary_cards(user_id);
CREATE INDEX idx_cards_next_review ON vocabulary_cards(user_id, next_review_date);
CREATE INDEX idx_cards_word ON vocabulary_cards(word);
CREATE INDEX idx_cards_active ON vocabulary_cards(is_active);

2.4 card_media (卡片媒體資源)

CREATE TABLE card_media (
    id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
    card_id UUID NOT NULL REFERENCES vocabulary_cards(id) ON DELETE CASCADE,
    media_type VARCHAR(20) NOT NULL CHECK (media_type IN ('image', 'audio', 'video')),
    url TEXT NOT NULL,
    storage_key VARCHAR(255) NOT NULL,
    file_size INTEGER,
    ai_generated_data JSONB DEFAULT '{}',
    created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP
);

CREATE INDEX idx_media_card_id ON card_media(card_id);
CREATE INDEX idx_media_type ON card_media(media_type);

2.5 review_sessions (複習會話)

CREATE TABLE review_sessions (
    id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
    user_id UUID NOT NULL REFERENCES users(id) ON DELETE CASCADE,
    started_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP,
    ended_at TIMESTAMP,
    cards_reviewed INTEGER DEFAULT 0,
    cards_correct INTEGER DEFAULT 0,
    average_quality DECIMAL(3,2),
    session_stats JSONB DEFAULT '{}'
);

CREATE INDEX idx_sessions_user_id ON review_sessions(user_id);
CREATE INDEX idx_sessions_date ON review_sessions(started_at);

2.6 review_records (複習記錄)

CREATE TABLE review_records (
    id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
    card_id UUID NOT NULL REFERENCES vocabulary_cards(id) ON DELETE CASCADE,
    session_id UUID REFERENCES review_sessions(id) ON DELETE SET NULL,
    user_id UUID NOT NULL REFERENCES users(id) ON DELETE CASCADE,
    quality_rating INTEGER NOT NULL CHECK (quality_rating BETWEEN 0 AND 5),
    time_spent_seconds INTEGER,
    reviewed_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP,
    old_easiness_factor DECIMAL(3,2),
    new_easiness_factor DECIMAL(3,2),
    old_interval INTEGER,
    new_interval INTEGER,
    review_type VARCHAR(20) DEFAULT 'normal'
);

CREATE INDEX idx_records_card_id ON review_records(card_id);
CREATE INDEX idx_records_user_id ON review_records(user_id);
CREATE INDEX idx_records_session_id ON review_records(session_id);
CREATE INDEX idx_records_date ON review_records(reviewed_at);

2.7 pronunciation_assessments (發音評估)

CREATE TABLE pronunciation_assessments (
    id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
    user_id UUID NOT NULL REFERENCES users(id) ON DELETE CASCADE,
    card_id UUID REFERENCES vocabulary_cards(id) ON DELETE SET NULL,
    text_assessed TEXT NOT NULL,
    accuracy_score DECIMAL(5,2),
    fluency_score DECIMAL(5,2),
    completeness_score DECIMAL(5,2),
    pronunciation_score DECIMAL(5,2),
    detailed_feedback JSONB DEFAULT '{}',
    audio_url TEXT,
    assessed_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP
);

CREATE INDEX idx_assessments_user_id ON pronunciation_assessments(user_id);
CREATE INDEX idx_assessments_card_id ON pronunciation_assessments(card_id);
CREATE INDEX idx_assessments_date ON pronunciation_assessments(assessed_at);

2.8 subscription_plans (訂閱方案)

CREATE TABLE subscription_plans (
    id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
    name VARCHAR(100) NOT NULL,
    tier VARCHAR(20) NOT NULL CHECK (tier IN ('free', 'basic', 'premium', 'enterprise')),
    monthly_price DECIMAL(10,2),
    yearly_price DECIMAL(10,2),
    features JSONB DEFAULT '{}',
    is_active BOOLEAN DEFAULT TRUE,
    created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP
);

2.9 subscriptions (訂閱記錄)

CREATE TABLE subscriptions (
    id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
    user_id UUID NOT NULL REFERENCES users(id) ON DELETE CASCADE,
    plan_id UUID NOT NULL REFERENCES subscription_plans(id),
    status VARCHAR(20) NOT NULL CHECK (status IN ('active', 'expired', 'cancelled', 'pending')),
    started_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP,
    expires_at TIMESTAMP,
    cancelled_at TIMESTAMP,
    amount_paid DECIMAL(10,2),
    payment_method VARCHAR(50)
);

CREATE INDEX idx_subscriptions_user_id ON subscriptions(user_id);
CREATE INDEX idx_subscriptions_status ON subscriptions(status);
CREATE INDEX idx_subscriptions_expires ON subscriptions(expires_at);

3. 資料庫優化策略

3.1 分區策略

-- 按月份分區 review_records 表
CREATE TABLE review_records_2024_01 PARTITION OF review_records
    FOR VALUES FROM ('2024-01-01') TO ('2024-02-01');

CREATE TABLE review_records_2024_02 PARTITION OF review_records
    FOR VALUES FROM ('2024-02-01') TO ('2024-03-01');

3.2 物化視圖

-- 使用者學習統計物化視圖
CREATE MATERIALIZED VIEW user_learning_stats AS
SELECT
    u.id as user_id,
    COUNT(DISTINCT vc.id) as total_cards,
    COUNT(DISTINCT rr.id) as total_reviews,
    AVG(rr.quality_rating) as avg_quality,
    MAX(rr.reviewed_at) as last_review_date
FROM users u
LEFT JOIN vocabulary_cards vc ON u.id = vc.user_id
LEFT JOIN review_records rr ON vc.id = rr.card_id
GROUP BY u.id;

CREATE INDEX idx_user_stats ON user_learning_stats(user_id);

3.3 觸發器

-- 自動更新 updated_at 時間戳
CREATE OR REPLACE FUNCTION update_updated_at_column()
RETURNS TRIGGER AS $$
BEGIN
    NEW.updated_at = CURRENT_TIMESTAMP;
    RETURN NEW;
END;
$$ language 'plpgsql';

CREATE TRIGGER update_users_updated_at BEFORE UPDATE ON users
    FOR EACH ROW EXECUTE FUNCTION update_updated_at_column();

CREATE TRIGGER update_cards_updated_at BEFORE UPDATE ON vocabulary_cards
    FOR EACH ROW EXECUTE FUNCTION update_updated_at_column();

4. 資料遷移策略

4.1 版本控制

使用 Flyway 或 Liquibase 進行資料庫版本控制

4.2 遷移腳本命名規範

V1__create_users_table.sql
V2__create_vocabulary_cards_table.sql
V3__add_index_to_cards.sql

5. 備份與恢復

5.1 備份策略

# 每日完整備份
pg_dump -h localhost -U linguaforge -d linguaforge_db > backup_$(date +%Y%m%d).sql

# 增量備份 (使用 pg_basebackup)
pg_basebackup -h localhost -D /backup/incremental -U replicator -W

5.2 恢復程序

# 恢復完整備份
psql -h localhost -U linguaforge -d linguaforge_db < backup_20240115.sql

# Point-in-Time Recovery (PITR)
recovery_target_time = '2024-01-15 14:30:00'

6. 監控指標

6.1 關鍵查詢

-- 監控慢查詢
SELECT query, calls, mean_exec_time, max_exec_time
FROM pg_stat_statements
WHERE mean_exec_time > 100
ORDER BY mean_exec_time DESC;

-- 監控表大小
SELECT schemaname, tablename,
       pg_size_pretty(pg_total_relation_size(schemaname||'.'||tablename)) AS size
FROM pg_tables
ORDER BY pg_total_relation_size(schemaname||'.'||tablename) DESC;

-- 監控索引使用率
SELECT schemaname, tablename, indexname, idx_scan
FROM pg_stat_user_indexes
ORDER BY idx_scan;