JSON 代表 JavaScript Object
Notation。JSON是开放的标准格式,由key-value对组成。JSON的主要用于在服务器与web应用之间传输数据。
PostgreSQL提供了两种存储JSON数据的类型:json和jsonb;
jsonb是json的二进制形式。
json格式写入快,但读取慢;
jsonb格式写入慢,但读取快;
常用语法
// -> 返回json
select '[{"a":"foo"},{"b":"bar"},{"c":"baz"}]'::json->2 // 输出 {"c":"baz"}
select '{"a": {"b":"foo"}, "c":{"a": "aaa"}}'::json->'a' // 输出 {"b":"foo"}
// ->> 返回文本
select '[{"a":"foo"},{"b":"bar"},{"c":"baz"}]'::json->>2 // 输出 {"c":"baz"}
select '{"a": {"b":"foo"}, "c":{"a": "aaa"}}'::json->>'a' // 输出 {"b":"foo"}
// #> 获取json子对象
select '{"a": {"b":{"c": "foo"}}}'::json#> '{a,b}' // 输出 {"c": "foo"}
select '{"a": {"b":{"c": "foo"}}}'::json#>> '{a,b}' // 输出 {"c": "foo"}
// @> ———— 判断第一个json是否包含第二个
select '{"a":1, "b":2}'::jsonb @> '{"b":2}'::jsonb //输出t
// <@ ———— 判断第一个json是否在第一个中
select '{"b":2}'::jsonb <@ '{"a":1, "b":2}'::jsonb //输出t
常用操作符
实例操作
数据库表(test_pgsql):
第一条data为json类型的数组:
[
{
"username": "张三",
"age": "18",
"sex": "男"
},
{
"username": "张三",
"age": "25",
"sex": "男"
},
{
"username": "马冬梅",
"age": "20",
"sex": "女"
}
]
第二条data内容为json类型的对象:
{
"course":[
{
"id":"1",
"course":"语文",
"score":"75"
},
{
"id":"2",
"course":"数学",
"score":"100"
}
],
"student":{
"name":"小王",
"age":"22"
}
}
1、查询数组的长度:
// 结果为4
select jsonb_array_length(t."data"::jsonb) from test_pgsql t WHERE t.id = 1;
2、查询数组中第二个元素
//数组索引从0开始,结果为{"age": "25", "sex": "男", "username": "张三"}
select t."data"::jsonb->>1 from test_pgsql t WHERE t.id = 1;
3、查询data中所有的username
select json_array_elements(t."data"::json) #> '{username}' as guid from test_pgsql t where t."id" = 1;
//username去重
select distinct guid|| '' from (select json_array_elements(t."data"::json) #> '{username}' as guid from test_pgsql t where t."id" = 1) tmp;
结果:
4、json_object_keys 用法
说明:json_object_keys 不能用于纯数组
//获取json中的键
select json_object_keys(t."data"::json) from test_pgsql t where id = 2;
5、json_array_elements 用法
//json_array_elements用于提取转换纯数组元素,将数组拆分为单独记录
select json_array_elements(t."data"::json) from test_pgsql t WHERE t.id = 1;
6、json_extract_path 用法
说明:json_extract_path不能直接操作纯数组
//查询json中指定键(student)的值,结果为 {"name": "小王", "age": "22"}
select json_extract_path(t."data"::json, 'student') from test_pgsql t where id = 2;
//结果为 "小王"
select json_extract_path(t."data"::json, 'student','name') from test_pgsql t where id = 2;
//和 #>操作符 是一样的
select t."data"::json #>'{student}' from test_pgsql t where id = 2;
select t."data"::json #>'{student,name}' from test_pgsql t where id = 2;
示例:
新建表如下:
CREATE TABLE "public"."biz_orders" ( "ID" int8 NOT NULL DEFAULT nextval('"biz_orders_ID_seq"'::regclass),
"info" json NOT NULL
);
表初始化语句:
INSERT INTO "biz_orders"("ID", "info") VALUES (1, '{"name":"张三","items":{"product":"啤酒","qty":6}}');
INSERT INTO "biz_orders"("ID", "info") VALUES (2, '{"name":"李四","items":{"product":"辣条","qty":8}}');
INSERT INTO "biz_orders"("ID", "info") VALUES (3, '{"name":"王五","items":{"product":"苹果","qty":18}}');
INSERT INTO "biz_orders"("ID", "info") VALUES (4, '{"name":"赵一","items":{"product":"香蕉","qty":20}}');
使用
1、简单查询
select * from biz_orders;
2、查询使用->操作符,查询json中所有顾客作为键
SELECT info -> 'name' AS customer FROM biz_orders;
3、下面使用->>操作获取所有顾客姓名作为值
SELECT info ->> 'name' AS customer FROM biz_orders;
4、根据json对象的key查询值
SELECT
info -> 'items' ->> 'product' as product
FROM
biz_orders
ORDER BY
product;
5、where查询中使用json字段
SELECT
info ->> 'name' AS customer
FROM
biz_orders
WHERE
info -> 'items' ->> 'product' = '辣条'
6、case 查询
SELECT
info ->> 'name' AS customer,
info -> 'items' ->> 'product' AS product
FROM
biz_orders
WHERE
CAST (
info -> 'items' ->> 'qty' AS INTEGER
) = 6
7、聚合函数
SELECT
MIN( CAST ( info -> 'items' ->> 'qty' AS INTEGER ) ),
MAX( CAST ( info -> 'items' ->> 'qty' AS INTEGER ) ),
SUM( CAST ( info -> 'items' ->> 'qty' AS INTEGER ) ),
AVG( CAST ( info -> 'items' ->> 'qty' AS INTEGER ) )
FROM
biz_orders;
8、类型查询
SELECT
json_typeof ( info -> 'items' -> 'qty' )
FROM
biz_orders;