PostgreSQL 快速参考:开发人员速查表
PostgreSQL 快速参考
目录
日常快速参考
PostgreSQL
工作:连接、SQL 语法、psql 元命令、性能、JSON、窗口函数等。
一份简洁的 SQL 快速参考,涵盖最重要的命令和操作,也已提供。
连接与基础
# 连接
psql -h HOST -p 5432 -U USER -d DB
psql $DATABASE_URL
# 在 psql 中
\conninfo -- 显示连接信息
\l[+] -- 列出数据库
\c DB -- 连接到数据库
\dt[+] [schema.]pat -- 列出表
\dv[+] -- 列出视图
\ds[+] -- 列出序列
\df[+] [pat] -- 列出函数
\d[S+] name -- 描述表/视图/序列
\dn[+] -- 列出模式
\du[+] -- 列出角色
\timing -- 切换查询计时
\x -- 扩展显示
\e -- 在 $EDITOR 中编辑缓冲区
\i file.sql -- 运行文件
\copy ... -- 客户端 COPY
\! shell_cmd -- 运行 shell 命令
数据类型(常用)
- 数值类型:
smallint
,integer
,bigint
,decimal(p,s)
,numeric
,real
,double precision
,serial
,bigserial
- 文本类型:
text
,varchar(n)
,char(n)
- 布尔类型:
boolean
- 时间类型:
timestamp [with/without time zone]
,date
,time
,interval
- UUID 类型:
uuid
- JSON 类型:
json
,jsonb
(推荐) - 数组类型:
type[]
,例如text[]
- 网络类型:
inet
,cidr
,macaddr
- 几何类型:
point
,line
,polygon
等
检查 PostgreSQL 版本
SELECT version();
PostgreSQL 服务器版本:
pg_config --version
PostgreSQL 客户端版本:
psql --version
DDL(创建 / 修改)
-- 创建模式和表
CREATE SCHEMA IF NOT EXISTS app;
CREATE TABLE app.users (
id bigserial PRIMARY KEY,
email text NOT NULL UNIQUE,
name text,
active boolean NOT NULL DEFAULT true,
created_at timestamptz NOT NULL DEFAULT now(),
profile jsonb,
tags text[]
);
-- 修改
ALTER TABLE app.users ADD COLUMN last_login timestamptz;
ALTER TABLE app.users ALTER COLUMN name SET NOT NULL;
ALTER TABLE app.users DROP COLUMN tags;
-- 约束
ALTER TABLE app.users ADD CONSTRAINT email_lower_uk UNIQUE (lower(email));
-- 索引
CREATE INDEX ON app.users (email);
CREATE UNIQUE INDEX CONCURRENTLY users_email_uidx ON app.users (lower(email));
CREATE INDEX users_profile_gin ON app.users USING gin (profile);
CREATE INDEX users_created_at_idx ON app.users (created_at DESC);
DML(插入 / 更新 / 合并 / 删除)
INSERT INTO app.users (email, name) VALUES
('a@x.com','A'), ('b@x.com','B')
RETURNING id;
-- 合并(ON CONFLICT)
INSERT INTO app.users (email, name)
VALUES ('a@x.com','Alice')
ON CONFLICT (email)
DO UPDATE SET name = EXCLUDED.name, updated_at = now();
UPDATE app.users SET active = false WHERE last_login < now() - interval '1 year';
DELETE FROM app.users WHERE active = false AND last_login IS NULL;
查询基础
SELECT * FROM app.users ORDER BY created_at DESC LIMIT 20 OFFSET 40; -- 分页
-- 过滤
SELECT * FROM app.users WHERE email ILIKE '%@example.%' AND active;
-- 聚合与 GROUP BY
SELECT active, count(*) AS n
FROM app.users
GROUP BY active
HAVING count(*) > 10;
-- 连接
SELECT o.id, u.email, o.total
FROM app.orders o
JOIN app.users u ON u.id = o.user_id
LEFT JOIN app.discounts d ON d.id = o.discount_id;
-- DISTINCT ON(PostgreSQL 特有)
SELECT DISTINCT ON (user_id) user_id, status, created_at
FROM app.events
ORDER BY user_id, created_at DESC;
-- CTE
WITH recent AS (
SELECT * FROM app.orders WHERE created_at > now() - interval '30 days'
)
SELECT count(*) FROM recent;
-- 递归 CTE
WITH RECURSIVE t(n) AS (
SELECT 1
UNION ALL
SELECT n+1 FROM t WHERE n < 10
)
SELECT sum(n) FROM t;
窗口函数
SELECT
user_id,
created_at,
sum(total) OVER (PARTITION BY user_id ORDER BY created_at) AS running_total,
row_number() OVER (PARTITION BY user_id ORDER BY created_at) AS rn,
lag(total, 1) OVER (PARTITION BY user_id ORDER BY created_at) AS prev_total
FROM app.orders;
JSON / JSONB
-- 提取
SELECT profile->>'company' AS company FROM app.users;
SELECT profile->'address'->>'city' FROM app.users;
-- JSONB 查询索引
CREATE INDEX users_profile_company_gin ON app.users USING gin ((profile->>'company'));
-- 存在性 / 包含
SELECT * FROM app.users WHERE profile ? 'company'; -- 键存在
SELECT * FROM app.users WHERE profile @> '{"role":"admin"}'; -- 包含
-- 更新 JSONB
UPDATE app.users
SET profile = jsonb_set(COALESCE(profile,'{}'::jsonb), '{prefs,theme}', '"dark"', true);
数组
-- 成员资格与包含
SELECT * FROM app.users WHERE 'vip' = ANY(tags);
SELECT * FROM app.users WHERE tags @> ARRAY['beta'];
-- 追加
UPDATE app.users SET tags = array_distinct(tags || ARRAY['vip']);
时间与日期
SELECT now() AT TIME ZONE 'Australia/Melbourne';
SELECT date_trunc('day', created_at) AS d, count(*)
FROM app.users GROUP BY d ORDER BY d;
-- 时间间隔
SELECT now() - interval '7 days';
事务与锁
BEGIN;
UPDATE app.accounts SET balance = balance - 100 WHERE id = 1;
UPDATE app.accounts SET balance = balance + 100 WHERE id = 2;
COMMIT; -- 或 ROLLBACK
-- 隔离级别
SET TRANSACTION ISOLATION LEVEL REPEATABLE READ;
-- 检查锁
SELECT * FROM pg_locks l JOIN pg_stat_activity a USING (pid);
角色与权限
-- 创建角色/用户
CREATE ROLE app_user LOGIN PASSWORD 'secret';
GRANT USAGE ON SCHEMA app TO app_user;
GRANT SELECT, INSERT, UPDATE, DELETE ON ALL TABLES IN SCHEMA app TO app_user;
ALTER DEFAULT PRIVILEGES IN SCHEMA app GRANT SELECT, INSERT, UPDATE, DELETE ON TABLES TO app_user;
导入 / 导出
-- 服务器端(需要超级用户或适当权限)
COPY app.users TO '/tmp/users.csv' CSV HEADER;
COPY app.users(email,name) FROM '/tmp/users.csv' CSV HEADER;
-- 客户端(psql)
\copy app.users TO 'users.csv' CSV HEADER
\copy app.users(email,name) FROM 'users.csv' CSV HEADER
性能与可观测性
EXPLAIN (ANALYZE, BUFFERS, VERBOSE) SELECT ...; -- 实际运行时间
-- 统计视图
SELECT * FROM pg_stat_user_tables;
SELECT * FROM pg_stat_statements ORDER BY total_time DESC LIMIT 20; -- 需要扩展
-- 维护
VACUUM [FULL] [VERBOSE] table_name;
ANALYZE table_name;
REINDEX TABLE table_name;
启用所需扩展:
CREATE EXTENSION IF NOT EXISTS pg_stat_statements;
CREATE EXTENSION IF NOT EXISTS btree_gin;
CREATE EXTENSION IF NOT EXISTS pg_trgm; -- 三元组搜索
全文搜索(快速)
ALTER TABLE app.docs ADD COLUMN tsv tsvector;
UPDATE app.docs SET tsv = to_tsvector('english', coalesce(title,'') || ' ' || coalesce(body,''));
CREATE INDEX docs_tsv_idx ON app.docs USING gin(tsv);
SELECT id FROM app.docs WHERE tsv @@ plainto_tsquery('english', 'quick brown fox');
有用的 psql 设置
\pset pager off -- 禁用分页器
\pset null '∅'
\pset format aligned -- 其他:unaligned, csv
\set ON_ERROR_STOP on
\timing on
实用的目录查询
-- 表大小
SELECT relname, pg_size_pretty(pg_total_relation_size(relid)) AS size
FROM pg_catalog.pg_statio_user_tables ORDER BY pg_total_relation_size(relid) DESC;
-- 索引膨胀(近似)
SELECT schemaname, relname, indexrelname, idx_scan
FROM pg_stat_user_indexes ORDER BY idx_scan ASC NULLS FIRST LIMIT 20;
备份 / 恢复
# 逻辑备份
pg_dump -h HOST -U USER -d DB -F c -f db.dump # 自定义格式
pg_restore -h HOST -U USER -d NEW_DB -j 4 db.dump
# 普通 SQL
pg_dump -h HOST -U USER -d DB > dump.sql
psql -h HOST -U USER -d DB -f dump.sql
复制(高级)
- WAL 文件从 主节点 → 备节点 流式传输
- 关键设置:
wal_level
,max_wal_senders
,hot_standby
,primary_conninfo
- 工具:
pg_basebackup
,standby.signal
(PG ≥12)
注意事项与技巧
- 始终使用
jsonb
而非json
进行索引和操作。 - 优先使用
timestamptz
(时区感知)。 DISTINCT ON
是 Postgres 中“每组前 N 项”的黄金选择。- 使用
GENERATED ALWAYS AS IDENTITY
而非serial
。 - 在生产查询中避免使用
SELECT *
。 - 为选择性过滤和连接键创建索引。
- 优化前使用
EXPLAIN (ANALYZE)
进行测量。
版本特定功能(≥v12+)
-- 生成标识
CREATE TABLE t (id bigINT GENERATED ALWAYS AS IDENTITY, . ..);
-- 使用部分索引的 UPSERT
CREATE UNIQUE INDEX ON t (key) WHERE is_active;