MySQL Server 支持無模式的數(shù)據(jù)存儲(chǔ)菲茬,功能特性如下:
- JSON 數(shù)據(jù)類型娱俺。JSON 值在新增 / 更新時(shí)會(huì)被分析、驗(yàn)證刷晋,然后儲(chǔ)存為優(yōu)化了的二進(jìn)制格式盖高。在讀取時(shí)不需任何分析或驗(yàn)證。
- JSON 函數(shù)眼虱。有 20 多個(gè) SQL 函數(shù)用于搜索喻奥、操作、創(chuàng)建 JSON 值捏悬。
- 生成列撞蚕。其工作方式很像函數(shù)索引,并能夠?qū)?JSON 的一部分進(jìn)行提取或索引过牙。
優(yōu)化器在查詢 JSON 數(shù)據(jù)時(shí)甥厦,會(huì)自動(dòng)通過生成列尋找匹配的索引。
在例子35中寇钉,“用戶設(shè)置” 被儲(chǔ)存在了JSON列中刀疙,查詢 “更新時(shí)通知我” 的用戶,會(huì)使用全表掃描扫倡。通過增加一個(gè)虛擬生成列谦秧,EXPLAIN 展示出能使用到索引了:
例子35:“用戶設(shè)置” 的無模式表示法
CREATE TABLE users (
id INT NOT NULL auto_increment,
username VARCHAR(32) NOT NULL,
preferences JSON NOT NULL, -- “用戶設(shè)置” 使用了 JSON 類型
PRIMARY KEY (id),
UNIQUE (username)
);
INSERT INTO users
(id,username,preferences)
VALUES
(NULL, 'morgan', '{"layout": "horizontal", "warn_before_delete": false, "notify_on_updates": true}'),
(NULL, 'wes', '{"layout": "horizontal", "warn_before_delete": false, "notify_on_updates": false}'),
(NULL, 'jasper', '{"layout": "horizontal", "warn_before_delete": false, "notify_on_updates": false}'),
(NULL, 'gus', '{"layout": "horizontal", "warn_before_delete": false, "notify_on_updates": false}'),
(NULL, 'olive', '{"layout": "horizontal", "warn_before_delete": false, "notify_on_updates": false}');
EXPLAIN FORMAT=JSON
SELECT * FROM users WHERE preferences->"$.notify_on_updates" = true;
{
"query_block": {
"select_id": 1,
"cost_info": {
"query_cost": "2.00"
},
"table": {
"table_name": "users",
"access_type": "ALL", # 查詢 “用戶設(shè)置” 時(shí),使用了全表掃描
"rows_examined_per_scan": 5,
"rows_produced_per_join": 5,
"filtered": "100.00",
"cost_info": {
"read_cost": "1.00",
"eval_cost": "1.00",
"prefix_cost": "2.00",
"data_read_per_join": "280"
},
"used_columns": [
"id",
"username",
"preferences"
],
"attached_condition": "(json_extract(`test`.`users`.`preferences`,'$.notify_on_updates') = TRUE)"
}
}
}
例子36:添加虛擬生成列
-- 添加虛擬列。注意 JSON類型 訪問和修改的語法疚鲤。
ALTER TABLE users
ADD notify_on_updates TINYINT AS (preferences->"$.notify_on_updates"),
ADD INDEX(notify_on_updates);
EXPLAIN FORMAT=JSON
SELECT * FROM users WHERE preferences->"$.notify_on_updates" = true;
{
"query_block": {
"select_id": 1,
"cost_info": {
"query_cost": "1.20"
},
"table": {
"table_name": "users",
"access_type": "ref", # 使用到了索引
"possible_keys": [
"notify_on_updates"
],
"key": "notify_on_updates",
"used_key_parts": [
"notify_on_updates"
],
"key_length": "2",
"ref": [
"const"
],
"rows_examined_per_scan": 1,
"rows_produced_per_join": 1,
"filtered": "100.00",
"cost_info": {
"read_cost": "1.00",
"eval_cost": "0.20",
"prefix_cost": "1.20",
"data_read_per_join": "56"
},
"used_columns": [
"id",
"username",
"preferences",
"notify_on_updates"
]
}
}
}
譯自:
JSON and Generated Columns - The Unofficial MySQL 8.0 Optimizer Guide