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Get Started Free →PostgreSQL database patterns for query optimization, schema design, indexing, and security. Quick reference for common patterns, index types, data types, and anti-pattern detection. Based on Supabase best practices.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | 6% | 0% |
| case-02 | ✗→✓ | ▲ Improved | 38% | 0% |
| case-03 | ✓→✓ | = Same ✓ | 36% | 0% |
| case-04 | ✓→✓ | = Same ✓ | 30% | 0% |
| case-05 | ✓→✓ | = Same ✓ | 29% | 0% |
PostgreSQL 最佳實務快速參考。詳細指南請使用 database-reviewer agent。
| 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) |
| 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 |
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:
sqlCREATE 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:
sqlCREATE 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):
sqlCREATE POLICY policy ON orders USING ((SELECT auth.uid()) = user_id); -- 用 SELECT 包裝!
UPSERT:
sqlINSERT 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:
sqlSELECT * FROM products WHERE id > $last_id ORDER BY id LIMIT 20; -- O(1) vs OFFSET 是 O(n)
佇列處理:
sqlUPDATE jobs SET status = 'processing' WHERE id = ( SELECT id FROM jobs WHERE status = 'pending' ORDER BY created_at LIMIT 1 FOR UPDATE SKIP LOCKED ) RETURNING *;
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;
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();
database-reviewer - 完整資料庫審查工作流程clickhouse-io - ClickHouse 分析模式backend-patterns - API 和後端模式基於 Supabase Agent Skills)(MIT 授權)
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