MySQL5.7 JSON类型列创建索引查询一例

2024-07-24 12:32:08

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创建json类型的表test:
     mysql> CREATE TABLE test(data JSON);
Query OK, 0 rows affected (0.47 sec)

mysql> insert into test values('{"name":"abc","sex":"nan","area":["1","2"]}');
Query OK, 1 row affected (0.39 sec)

mysql> insert into test values('{"name":"abc","sex":"nan","area":["2","3"]}');
Query OK, 1 row affected (0.39 sec)

mysql> insert into test values('{"name":"abc","sex":"nan","area":["3","4"]}');
Query OK, 1 row affected (0.39 sec)

mysql> select json_type(data) from test;
+-----------------+
| json_type(data) |
+-----------------+
| OBJECT          |
+-----------------+
1 row in set (0.15 sec)

mysql> select * from test;
+---------------------------------------------------+
| data                                              |
+---------------------------------------------------+
| {"sex": "nan", "area": ["1", "2"], "name": "abc"} |
+---------------------------------------------------+
1 row in set (0.10 sec)

mysql> select json_extract(data, '$.name' ) from test;
+-------------------------------+
| json_extract(data, '$.name' ) |
+-------------------------------+
| "abc"                         |
+-------------------------------+
1 row in set (0.00 sec)

mysql> select json_extract(data, '$.sex' ) from test;
+------------------------------+
| json_extract(data, '$.sex' ) |
+------------------------------+
| "nan"                        |
+------------------------------+
1 row in set (0.00 sec)

mysql> select json_extract(data, '$.area' ) from test;
+-------------------------------+
| json_extract(data, '$.area' ) |
+-------------------------------+
| ["1", "2"]                    |
+-------------------------------+
1 row in set (0.00 sec)

在data列上，对"area"建立虚拟列
mysql> ALTER TABLE test ADD data_idx varchar(128) GENERATED ALWAYS AS (json_extract(data,'$.area')) VIRTUAL;
Query OK, 0 rows affected (0.93 sec)
Records: 0 Duplicates: 0 Warnings: 0

如果要在JSON列上进行检索，需要对检索的key创建虚拟列，然后再虚拟列上创建索引。
mysql> alter table test add index idx_data(data_idx);
Query OK, 0 rows affected (0.67 sec)
Records: 0 Duplicates: 0 Warnings: 0

where条件需要使用虚拟列来进行检索,执行计划如下:
mysql> explain select * from test where data_idx='["3", "4"]';
+----+-------------+-------+------------+------+---------------+----------+---------+-------+------+----------+-------+
| id | select_type | table | partitions | type | possible_keys | key      | key_len | ref   | rows | filtered | Extra |
+----+-------------+-------+------------+------+---------------+----------+---------+-------+------+----------+-------+
| 1 | SIMPLE      | test | NULL       | ref | idx_data      | idx_data | 387     | const |    1 |   100.00 | NULL |
+----+-------------+-------+------------+------+---------------+----------+---------+-------+------+----------+-------+
1 row in set, 1 warning (0.04 sec)

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