postgres-patterns
PostgreSQL database patterns for query optimization, schema design, indexing, and security. Based on Supabase best practices.
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- 3. März 2026 um 20:32
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Quellanweisungen · Schreibgeschützte Vorschau- name
- postgres-patterns
- description
- PostgreSQL database patterns for query optimization, schema design, indexing, and security. Based on Supabase best practices.
# PostgreSQL 模式
PostgreSQL 最佳實務快速參考。詳細指南請使用 `database-reviewer` agent。
## 何時啟用
- 撰寫 SQL 查詢或 migrations
- 設計資料庫 schema
- 疑難排解慢查詢
- 實作 Row Level Security
- 設定連線池
## 快速參考
### 索引速查表
| 查詢模式 | 索引類型 | 範例 |
|---------|---------|------|
| `WHERE col = value` | B-tree（預設） | `CREATE INDEX idx ON t (col)` |
| `WHERE col > value` | B-tree | `CREATE INDEX idx ON t (col)` |
| `WHERE a = x AND b > y` | 複合 | `CREATE INDEX idx ON t (a, b)` |
| `WHERE jsonb @> '{}'` | GIN | `CREATE INDEX idx ON t USING gin (col)` |
| `WHERE tsv @@ query` | GIN | `CREATE INDEX idx ON t USING gin (col)` |
| 時間序列範圍 | BRIN | `CREATE INDEX idx ON t USING brin (col)` |
### 資料類型快速參考
| 使用情況 | 正確類型 | 避免 |
|---------|---------|------|
| IDs | `bigint` | `int`、隨機 UUID |
| 字串 | `text` | `varchar(255)` |
| 時間戳 | `timestamptz` | `timestamp` |
| 金額 | `numeric(10,2)` | `float` |
| 旗標 | `boolean` | `varchar`、`int` |
### 常見模式
**複合索引順序：**
```sql
-- 等值欄位優先，然後是範圍欄位
CREATE INDEX idx ON orders (status, created_at);
-- 適用於：WHERE status = 'pending' AND created_at > '2024-01-01'
```
**覆蓋索引：**
```sql
CREATE INDEX idx ON users (email) INCLUDE (name, created_at);
-- 避免 SELECT email, name, created_at 時的表格查詢
```
**部分索引：**
```sql
CREATE INDEX idx ON users (email) WHERE deleted_at IS NULL;
-- 更小的索引，只包含活躍使用者
```
**RLS 政策（優化）：**
```sql
CREATE POLICY policy ON orders
USING ((SELECT auth.uid()) = user_id); -- 用 SELECT 包裝！
```
**UPSERT：**
```sql
INSERT INTO settings (user_id, key, value)
VALUES (123, 'theme', 'dark')
ON CONFLICT (user_id, key)
DO UPDATE SET value = EXCLUDED.value;
```
**游標分頁：**
```sql
SELECT * FROM products WHERE id > $last_id ORDER BY id LIMIT 20;
-- O(1) vs OFFSET 是 O(n)
```
**佇列處理：**
```sql
UPDATE jobs SET status = 'processing'
WHERE id = (
SELECT id FROM jobs WHERE status = 'pending'
ORDER BY created_at LIMIT 1
FOR UPDATE SKIP LOCKED
) RETURNING *;
```
### 反模式偵測
```sql
-- 找出未建索引的外鍵
SELECT conrelid::regclass, a.attname
FROM pg_constraint c
JOIN pg_attribute a ON a.attrelid = c.conrelid AND a.attnum = ANY(c.conkey)
WHERE c.contype = 'f'
AND NOT EXISTS (
SELECT 1 FROM pg_index i
WHERE i.indrelid = c.conrelid AND a.attnum = ANY(i.indkey)
);
-- 找出慢查詢
SELECT query, mean_exec_time, calls
FROM pg_stat_statements
WHERE mean_exec_time > 100
ORDER BY mean_exec_time DESC;
-- 檢查表格膨脹
SELECT relname, n_dead_tup, last_vacuum
FROM pg_stat_user_tables
WHERE n_dead_tup > 1000
ORDER BY n_dead_tup DESC;
```
### 設定範本
```sql
-- 連線限制（依 RAM 調整）
ALTER SYSTEM SET max_connections = 100;
ALTER SYSTEM SET work_mem = '8MB';
-- 逾時
ALTER SYSTEM SET idle_in_transaction_session_timeout = '30s';
ALTER SYSTEM SET statement_timeout = '30s';
-- 監控
CREATE EXTENSION IF NOT EXISTS pg_stat_statements;
-- 安全預設值
REVOKE ALL ON SCHEMA public FROM public;
SELECT pg_reload_conf();
```
## 相關
- Agent：`database-reviewer` - 完整資料庫審查工作流程
- Skill：`clickhouse-io` - ClickHouse 分析模式
- Skill：`backend-patterns` - API 和後端模式
---
*基於 [Supabase Agent Skills](Supabase Agent Skills (credit: Supabase team))（MIT 授權）*
Auf GitHub ansehen