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亲身体验MySQL的索引对搜索性能的提升

2024/3/10 5:41:27发布33次查看
1,创建一个user表,包含两列name,phone 2,用python(你喜欢的任何语言)插入100w条记录(lz的笔记本比较老,大概用了1分钟吧): #!/usr/bin/env python# -*- coding:utf-8 -*-import mysqldbconn = mysqldb.connect(host='localhost',user='root',db='milli
1,创建一个user表,包含两列name,phone
2,用python(你喜欢的任何语言)插入100w条记录(lz的笔记本比较老,大概用了1分钟吧):
#!/usr/bin/env python# -*- coding:utf-8 -*-import mysqldbconn = mysqldb.connect(host='localhost',user='root',db='millionmessage')cur = conn.cursor()for i in range(1,1000000): uname = user + str(i) uphone = 188000 + str(i) sql = insert into user(name,phone) values('%s','%s') % (uname,uphone) cur.execute(sql)conn.commit()cur.close()conn.close()
3,在没建立索引的情况下搜索:mysql> select * from user where name='user55555';
+-------+-----------+-------------+
| uid   | name      | phone       |
+-------+-----------+-------------+
| 55567 | user55555 | 18800055555 |
+-------+-----------+-------------+
1 row in set (0.53 sec)
mysql> select phone from user where name='user55555';
+-------------+
| phone       |
+-------------+
| 18800055555 |
+-------------+
1 row in set (0.46 sec)
4,对name属性建立索引:
mysql> alter table user add index index_username(name);
query ok, 0 rows affected (22.27 sec)
records: 0  duplicates: 0  warnings: 0
5, 查询:
mysql> select * from user where name='user55555';
+-------+-----------+-------------+
| uid   | name      | phone       |
+-------+-----------+-------------+
| 55567 | user55555 | 18800055555 |
+-------+-----------+-------------+
1 row in set (0.00 sec)
mysql> select * from user where name='user999999';
+---------+------------+--------------+
| uid     | name       | phone        |
+---------+------------+--------------+
| 1000011 | user999999 | 188000999999 |
+---------+------------+--------------+
1 row in set (0.00 sec)
结果秒出。可见在海量数据的数据库上,索引对搜索性能的提升是非常大的。
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