PostgreSQL的NoSQL特性

在实际项目,PostgreSQL在关系型数据库的稳定性和性能方面均优与MySQL。但PostgreSQL也兼具NoSQL特性,且支持两种json数据类型:json和jsonb,而两者唯一的区别在于效率。
json是对输入的完整拷贝,使用时再去解析,所以它会保留输入的空格,重复键以及顺序等。而jsonb是解析输入后保存的二进制,它在解析时会删除不必要的空格和重复的键,顺序和输入可能也不相同。使用时不用再次解析。两者对重复键的处理都是保留最后一个键值对。效率的差别:json类型存储快,使用慢,jsonb类型存储稍慢,使用较快。

《PostgreSQL的NoSQL特性》 图片发自简书App

注意:键值对的键必须使用双引号
查询JSONB中字段

SELECT FROM 表 WHERE INFO ->> “JSONB中字段名” ~ “.*要查询字段.*”

根据某一键值查找

SELECT FROM 表 WHERE info @> “{“age”:20}”

示例:

test=# SELECT '{"bar": "baz", "balance":      7.77, "active":false}'::json;
                         json                         
------------------------------------------------------
 {"bar": "baz", "balance":      7.77, "active":false}
(1 row)

test=# SELECT '{"bar": "baz", "balance":      7.77, "active":false}'::jsonb;
                      jsonb                       
--------------------------------------------------
 {"bar": "baz", "active": false, "balance": 7.77}
(1 row)

json(jsonb) 的常用函数及操作符

functions-json

->

右操作符为int: 获取JSON数组元素(索引从0开始)

select '[{"a":"foo"},{"b":"bar"},{"c":"baz"}]'::json->2;

  ?column?   

-------------

 {"c":"baz"}

(1 row)

Time: 1.240 ms

右操作符为text: 通过键获取json值.

SELECT  '{"a": {"b":"foo"}}'::json->'a';


 {"b":"foo"}

(1 row)

Time: 0.685 ms

右操作符为int: 获取JSON数组元素为text

SELECT  '[1,2,3]'::json->>2;

 ?column? 

----------

 3

(1 row)

Time: 0.530 ms

右操作符为text: 通过键获取json值为text

 SELECT  '{"a":1,"b":2}'::json->>'b';

 ?column? 

----------

 2

(1 row)

Time: 0.585 ms

右操作符为: text[], 在指定的路径获取JSON对象。

SELECT  '{"a": {"b":{"c": "foo"}}}'::json#>'{a,b}';

   ?column?   

--------------

 {"c": "foo"}

(1 row)

Time: 0.665 ms

即在获取a.b的值

右操作符为: text[], 在指定的路径获取JSON对象为text

SELECT  '{"a":[1,2,3],"b":[4,5,6]}'::json#>>'{a,2}';

 ?column? 

----------

 3

(1 row)

Time: 0.556 ms

即获取a[2]的值并转为text.

右操作数的类型: jsonb, 左侧的JSONB的是否包含右侧的.

SELECT  '{"a":1, "b":2}'::jsonb @> '{"b":2}'::jsonb;

 ?column? 

----------

 t

(1 row)

Time: 0.599 ms

右操作数的类型: jsonb, 右侧的JSONB的是否包含左侧的.

SELECT  '{"a":1, "b":2}'::jsonb <@ '{"b":2}'::jsonb;

 ?column? 

----------

 f

(1 row)

Time: 0.435 ms

右操作符: text, 该字符串是否存在于json的顶级key中.

SELECT '{"a":1, "b":2}'::jsonb ? 'b';

 ?column? 

----------

 t

(1 row)

Time: 0.551 ms
SELECT  '{"a":1, "b":2, "c":3}'::jsonb ?| array['b', 'ceeee', 'e'];

 ?column? 

----------

 t

(1 row)

Time: 0.315 ms

右操作符:text[],所有这些元素是否存都在于json的顶级key中.

SELECT  '["a", "b"]'::jsonb ?& array['a', 'b'];

 ?column? 

----------

 t

(1 row)

Time: 36.143 ms
SELECT  '["a", "b"]'::jsonb ?& array['a', 'b', 'c'];

 ?column? 

----------

 f

(1 row)

Time: 0.370 ms

右操作符: jsonb, 拼接两个jsonb生成一个新的jsonb

SELECT  '["a", "b", {"hello":"world"}]'::jsonb || '["c", "d", {"hello":"world"}]'::jsonb;

                           ?column?                           

--------------------------------------------------------------

 ["a", "b", {"hello": "world"}, "c", "d", {"hello": "world"}]

(1 row)

Time: 0.359 ms

右操作符:text,从左操作数中删除K/V或者字符串元素。

SELECT  '{"a": "b"}'::jsonb - 'a';

 ?column? 

----------

 {}

(1 row)

Time: 0.357 ms
SELECT  '["a", "b"]'::jsonb - 'a';

 ?column? 

----------

 ["b"]

(1 row)

Time: 0.359 ms

右操作符:int, 删除指定索引的元素(负数表示从结尾开始)

SELECT  '["a", "b"]'::jsonb - (-1);

 ?column? 

----------

 ["a"]

(1 row)

Time: 0.319 ms
SELECT  '["a", "b"]'::jsonb - 0;

 ?column? 

----------

 ["b"]

(1 row)

Time: 0.319 ms

SELECT  '["a", "b"]'::jsonb - 1;

 ?column? 

----------

 ["a"]

(1 row)

Time: 0.305 ms

SELECT  '["a", "b"]'::jsonb - 2;

  ?column?  

------------

 ["a", "b"]

(1 row)

Time: 0.312 ms

右操作符: text[], 删除字段或指定路径的元素.

SELECT  '["a", {"b":1}]'::jsonb #- '{1,b}';

 ?column?  

-----------

 ["a", {}]

(1 row)

Time: 0.460 ms
SELECT  '["a", {"b":1}]'::jsonb #- '{0}';

  ?column?  

------------

 [{"b": 1}]

(1 row)

Time: 0.329 ms
SELECT * from test_json ;

 id |  hello  

----+---------

  1 | hello

  1 | hello2

  2 | hello-2

  2 | hello-3

(4 rows)

Time: 0.203 ms
SELECT row_to_json(test_json) from test_json ;

        row_to_json         

----------------------------

 {"id":1,"hello":"hello"}

 {"id":1,"hello":"hello2"}

 {"id":2,"hello":"hello-2"}

 {"id":2,"hello":"hello-3"}

(4 rows)

Time: 0.229 ms
SELECT * from article ;

 id |        content        

----+-----------------------

  1 | hello article content

(1 row)

Time: 0.199 ms
SELECT * from tags ;

 aid | name 

-----+------

   1 | tag1

   1 | tag2

(2 rows)

Time: 0.210 ms
select row_to_json(t)

from (

  select id,

    (

      select array_to_json(array_agg(row_to_json(d)))

      from (

        select name

        from tags

        where tags.aid = article.id

      ) d

    ) as tags

  from article

  where id = 1

) t;

                    row_to_json                    

---------------------------------------------------

 {"id":1,"tags":[{"name":"tag1"},{"name":"tag2"}]}

(1 row)

Time: 0.349 ms
select row_to_json(t) from ( select *, ( SELECT array_to_json(array_agg(name))  as name  from tags where aid = article.id) as tags from article ) as t ;

                            row_to_json                            

-------------------------------------------------------------------

 {"id":1,"content":"hello article content","tags":["tag1","tag2"]}

(1 row)

Time: 0.304 ms

json(jsonb)中的CRUD

添加jsonb的字段

create TABLE test_json(hello jsonb);

CREATE TABLE

Time: 5.642 ms

localhost:5433 sky@sky=# INSERT INTO test_json VALUES ('{"hello":"hello-value", "wolrd":"world-value"}');

INSERT 0 1

Time: 1.722 ms

localhost:5433 sky@sky=# SELECT * from test_json ;

                      hello                       

--------------------------------------------------

 {"hello": "hello-value", "wolrd": "world-value"}

(1 row)

Time: 0.179 ms
UPDATE test_json set hello = jsonb_set(hello, '{hello}', '"hello-new-value"'::text::jsonb, true);

UPDATE 1

Time: 0.994 ms

localhost:5433 sky@sky=# SELECT * from test_json ;

                        hello                         

------------------------------------------------------

 {"hello": "hello-new-value", "wolrd": "world-value"}

(1 row)

Time: 0.174 ms

删除jsonb的某字段

UPDATE test_json set hello = (hello - 'hello');

UPDATE 1

Time: 0.883 ms
SELECT * from test_json ;

          hello           

--------------------------

 {"wolrd": "world-value"}

(1 row)

Time: 0.185 ms
    原文作者:风的低语
    原文地址: https://www.jianshu.com/p/c684c6441237
    本文转自网络文章,转载此文章仅为分享知识,如有侵权,请联系博主进行删除。
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