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MySQL分区表对NULL值的处理
fifalv
发布于 2023-1-18 11:23
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1.概述
MySQL的分区表没有禁止NULL值作为分区表达式的值，无论它是列值还是用户提供的表达式的值，需要记住NULL值不是数字。MySQL的分区实现中将NULL视为小于任何非NULL值，与order by类似。
2.range分区表处理NULL
1.创建range分区表
CREATE TABLE t_range (
c1 INT,
c2 VARCHAR(20)
)
PARTITION BY RANGE(c1) (
PARTITION p0 VALUES LESS THAN (0),
PARTITION p1 VALUES LESS THAN (10),
PARTITION p2 VALUES LESS THAN MAXVALUE
);2.插入2条分区列为null值的数据
insert into t_range values (NULL,'a'),(NULL,'b');3.查看数据的分布情况
mysql> SELECT TABLE_NAME, PARTITION_NAME, TABLE_ROWS, AVG_ROW_LENGTH, DATA_LENGTH
FROM INFORMATION_SCHEMA.PARTITIONS
WHERE TABLE_SCHEMA = 'test1' AND TABLE_NAME = 't_range';
+------------+----------------+------------+----------------+-------------+
| TABLE_NAME | PARTITION_NAME | TABLE_ROWS | AVG_ROW_LENGTH | DATA_LENGTH |
+------------+----------------+------------+----------------+-------------+
| t_range | p0 | 2 | 8192 | 16384 |
| t_range | p1 | 0 | 0 | 16384 |
| t_range | p2 | 0 | 0 | 16384 |
+------------+----------------+------------+----------------+-------------+
3 rows in set (0.01 sec)
mysql> select * from t_range partition(p0);
+------+------+
| c1 | c2 |
+------+------+
| NULL | a |
| NULL | b |
+------+------+
2 rows in set (0.00 sec)可以看到分区列包含null值的2条数据都分布在p0分区上。
3.list分区表处理NULL
1.创建2张list分区表，t_list1分区列包含null值，t_list2分区列中不包含null值
CREATE TABLE t_list1 (
c1 INT,
c2 VARCHAR(20)
)
PARTITION BY LIST(c1) (
PARTITION p0 VALUES IN (0, 3, 6),
PARTITION p1 VALUES IN (1, 4, 7),
PARTITION p2 VALUES IN (2, 5, 8),
PARTITION p3 VALUES IN (NULL)
);
CREATE TABLE t_list2 (
c1 INT,
c2 VARCHAR(20)
)
PARTITION BY LIST(c1) (
PARTITION p0 VALUES IN (0, 3, 6),
PARTITION p1 VALUES IN (1, 4, 7),
PARTITION p2 VALUES IN (2, 5, 8)
);2.分别向2张表中插入2条分区列为null值的数据
mysql> insert into t_list1 values (NULL,'a'),(NULL,'b');
Query OK, 2 rows affected (0.01 sec)
Records: 2 Duplicates: 0 Warnings: 0
mysql> insert into t_list2 values (NULL,'a'),(NULL,'b');
ERROR 1526 (HY000): Table has no partition for value NULL可以看到 t_list2 表的分区列中不包含null值，所以数据插入失败。
3.查看数据的分布情况
mysql> SELECT TABLE_NAME, PARTITION_NAME, TABLE_ROWS, AVG_ROW_LENGTH, DATA_LENGTH
FROM INFORMATION_SCHEMA.PARTITIONS
WHERE TABLE_SCHEMA = 'test1' AND TABLE_NAME = 't_list1';
+------------+----------------+------------+----------------+-------------+
| TABLE_NAME | PARTITION_NAME | TABLE_ROWS | AVG_ROW_LENGTH | DATA_LENGTH |
+------------+----------------+------------+----------------+-------------+
| t_list1 | p0 | 0 | 0 | 16384 |
| t_list1 | p1 | 0 | 0 | 16384 |
| t_list1 | p2 | 0 | 0 | 16384 |
| t_list1 | p3 | 2 | 8192 | 16384 |
+------------+----------------+------------+----------------+-------------+
4 rows in set (0.00 sec)可以看到 t_list1 表中插入的2条包含null值的数据，由于p3分区包含null值列，所以2条数据分布在p3分区中。
4.hash/key分区表处理NULL
1.创建2张测试表，一张hash分区表，一张key分区表
CREATE TABLE t_hash (
c1 INT,
c2 VARCHAR(20)
)
PARTITION BY HASH(c1)
PARTITIONS 2;
CREATE TABLE t_key (
c1 INT,
c2 VARCHAR(20)
)
PARTITION BY key(c1)
PARTITIONS 2;2.分别向2张表中插入3条数据
mysql> insert into t_hash values (NULL,'a'),(0,'b'),(1,'c');
Query OK, 3 rows affected (0.00 sec)
Records: 3 Duplicates: 0 Warnings: 0
mysql> insert into t_key values (NULL,'a'),(0,'b'),(1,'c');
Query OK, 3 rows affected (0.01 sec)
Records: 3 Duplicates: 0 Warnings: 03.查看数据的分布情况
mysql> SELECT TABLE_NAME,PARTITION_NAME,TABLE_ROWS,AVG_ROW_LENGTH,DATA_LENGTH
FROM INFORMATION_SCHEMA.PARTITIONS
WHERE TABLE_SCHEMA = 'test1' AND TABLE_NAME in ('t_hash','t_key');
+------------+----------------+------------+----------------+-------------+
| TABLE_NAME | PARTITION_NAME | TABLE_ROWS | AVG_ROW_LENGTH | DATA_LENGTH |
+------------+----------------+------------+----------------+-------------+
| t_hash | p0 | 2 | 8192 | 16384 |
| t_hash | p1 | 1 | 16384 | 16384 |
| t_key | p0 | 2 | 8192 | 16384 |
| t_key | p1 | 1 | 16384 | 16384 |
+------------+----------------+------------+----------------+-------------+
4 rows in set (0.00 sec)
mysql> select * from t_hash partition(p0);
+------+------+
| c1 | c2 |
+------+------+
| NULL | a |
| 0 | b |
+------+------+
2 rows in set (0.00 sec)
mysql> select * from t_key partition(p0);
+------+------+
| c1 | c2 |
+------+------+
| NULL | a |
| 1 | c |
+------+------+
2 rows in set (0.00 sec)可以看到分区列中包含null值的记录都在p0分区。
4.如果我们增加hash/key分区表的分区数，分区列为null值的记录会分布到其他分区
# 创建hash/key分区表，分区数为3
CREATE TABLE t_hash1 (
c1 INT,
c2 VARCHAR(20)
)
PARTITION BY HASH(c1)
PARTITIONS 3;
CREATE TABLE t_key1 (
c1 INT,
c2 VARCHAR(20)
)
PARTITION BY key(c1)
PARTITIONS 3;
# 插入数据
insert into t_hash1 values (NULL,'a'),(0,'b'),(1,'c');
insert into t_key1 values (NULL,'a'),(0,'b'),(1,'c');
# 查看数据的分布情况
mysql> SELECT TABLE_NAME,PARTITION_NAME,TABLE_ROWS,AVG_ROW_LENGTH,DATA_LENGTH
FROM INFORMATION_SCHEMA.PARTITIONS
WHERE TABLE_SCHEMA = 'test1' AND TABLE_NAME in ('t_hash1','t_key1');
+------------+----------------+------------+----------------+-------------+
| TABLE_NAME | PARTITION_NAME | TABLE_ROWS | AVG_ROW_LENGTH | DATA_LENGTH |
+------------+----------------+------------+----------------+-------------+
| t_hash1 | p0 | 1 | 16384 | 16384 |
| t_hash1 | p1 | 1 | 16384 | 16384 |
| t_hash1 | p2 | 1 | 16384 | 16384 |
| t_key1 | p0 | 0 | 0 | 16384 |
| t_key1 | p1 | 2 | 8192 | 16384 |
| t_key1 | p2 | 1 | 16384 | 16384 |
+------------+----------------+------------+----------------+-------------+
6 rows in set (0.00 sec)
mysql> select * from t_hash1 partition(p2);
+------+------+
| c1 | c2 |
+------+------+
| NULL | a |
+------+------+
1 row in set (0.00 sec)
mysql> select * from t_key1 partition(p2);
+------+------+
| c1 | c2 |
+------+------+
| NULL | a |
+------+------+
1 row in set (0.00 sec)可以看到，当hash/key分区表的分区数为3时，分区列为null值的记录分布在了p2分区。
5.总结
range分区表：如果插入记录的分区列值为NULL，则将该行记录插入到最小的分区中。
list分区表：对NULL值的处理有2种方式：
（1）当且仅当只有一个分区使用包含NULL的值做分区表达式时(例如：PARTITION p3 VALUES IN (NULL))，允许插入分区列为NULL的值。
（2）当表中没有显示使用包含NULL的值做分区表达式时，会拒绝插入分区列为NULL的值。
hash/key分区表：对NULL的处理略有不同，不同的分区数，会导致分区列为NULL值的记录分布到不同的分区。
本文转载自公众号：GreatSQL社区
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已于2023-1-18 11:23:29修改
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