MySQL lOAD DATA详解
2021/9/26 19:10:51
本文主要是介绍MySQL lOAD DATA详解,对大家解决编程问题具有一定的参考价值,需要的程序猿们随着小编来一起学习吧!
load data
参考文档:
https://dev.mysql.com/doc/refman/8.0/en/load-data.html
LOAD DATA
[LOW_PRIORITY | CONCURRENT] [LOCAL]
INFILE 'file_name'
[REPLACE | IGNORE]
INTO TABLE tbl_name
[PARTITION (partition_name [, partition_name] ...)]
[CHARACTER SET charset_name]
[{FIELDS | COLUMNS}
[TERMINATED BY 'string']
[[OPTIONALLY] ENCLOSED BY 'char']
[ESCAPED BY 'char']
]
[LINES
[STARTING BY 'string']
[TERMINATED BY 'string']
]
[IGNORE number {LINES | ROWS}]
[(col_name_or_user_var
[, col_name_or_user_var] ...)]
[SET col_name={expr | DEFAULT}
[, col_name={expr | DEFAULT}] ...]
这一堆参数还不少。
LOCAL:是否导入本地电脑文本文件,
导入本地电脑文件:一定要启用 local_infile 参数,否则会报错。
导入非本地电脑文件:用户一定要 FILE 权限,secure_file_priv参数值如果不为空,则文件一定要在这个目录中,如果为空,则该文件只需服务器可读。
小插曲,我本地使用mysql8.0。23客户端,在一切条件符合的情况下,LOAD DATA数据报错. mysql> load data local infile '/Users/zhigangchai/1.csv' into table ceshi.t1 ; ERROR 2068 (HY000): LOAD DATA LOCAL INFILE file request rejected due to restrictions on access. 排错一圈,才发现踩了mysql8的一个bug, https://bugs.mysql.com/bug.php?id=91872 解决方法: 在client端配置文件中加入 [client] loose-local-infile = 1 或者在使用mysql命令行时,指定 loose-local-infile = 1 连接数据库 mysql --local-infile=1 -uroot -p123456 -P3306 -h1.1.1.1
[REPLACE | IGNORE]:如遇到唯一冲突重复处理机制
REPLACE:覆盖写。
IGNORE:忽略。
如果没有指定REPLACE, IGNORE或者LOCAL,当发生错误时,会报错,并且文本余下部分不会被执行。
示例: mysql> load data infile '/root/1.csv' into table ceshi.t1 ; ERROR 1265 (01000): Data truncated for column 'id' at row 2 提示:如果要在加载数据中忽略外键约束,需要在Load data 数据之前执行SET foreign_key_checks = 0
如果没有指定 FIELDS 或 LINES 子句,则默认值如下
FIELDS TERMINATED BY '\t' ENCLOSED BY '' ESCAPED BY '\\'
LINES TERMINATED BY '\n' STARTING BY ''
提示:在 WINDOWS 系统中,想要正确的读文件需要配置 LINES TERMINATED BY '\r\n',因为WINDOWS系统通常使用两个字符做为终止符。
CHARACTER SET charset_name
设置导入内容的字符集,默认采用character_set_database系统变量值字符集导入内容。
提示:
这里我踩了一个坑,我本地使用CRT连接数据库,不知为何客户端字符集是latain1了,文本中包含中文,如果以默认方式导入会出现乱码。一般情况下,不需要指定CHARACTER SET
示例: root# cat 1.csv 1,chai 2,测试 mysql> show variables like '%character%' -> ; +--------------------------+------------------------------------+ | Variable_name | Value | +--------------------------+------------------------------------+ | character_set_client | latin1 | | character_set_connection | latin1 | | character_set_database | utf8 | | character_set_filesystem | binary | | character_set_results | latin1 | | character_set_server | utf8 | | character_set_system | utf8 | | character_sets_dir | /usr/local/mysql57/share/charsets/ | +--------------------------+------------------------------------+ 8 rows in set (0.07 sec) mysql> load data local infile '/Users/zhigangchai/1.csv' into table ceshi.t1 FIELDS TERMINATED BY ',' ENCLOSED BY '' ESCAPED BY '\\'; Query OK, 2 rows affected (0.15 sec) Records: 2 Deleted: 0 Skipped: 0 Warnings: 0 mysql> select * from t1; +----+------+ | id | name | +----+------+ | 1 | chai | | 2 | ?? | +----+------+ 2 rows in set (0.06 sec) set names utf8; 再查询就正常了 mysql> select * from t1; +----+----------------+ | id | name | +----+----------------+ | 1 | chai | | 2 | 测试 |
FIELDS TERMINATED BY:指定两列之间分隔符,默认是\t ,也就是跳格,但大多时候生成的文本文件都是','逗号,所以在导入数据时,需要显式指定。
示例: root# cat 1.csv 1,chai 2,测试 mysql> load data local infile '/Users/zhigangchai/1.csv' into table ceshi.t1 FIELDS TERMINATED BY ','; Query OK, 2 rows affected (0.20 sec) Records: 2 Deleted: 0 Skipped: 0 Warnings: 0 mysql> select * from t1; +----+--------+ | id | name | +----+--------+ | 1 | chai | | 2 | 测试 | +----+--------+ 2 rows in set (0.09 sec)
ENCLOSED BY:去掉字符串中包裹的符号
示例: root #cat 1.csv 1,chai 2,测试 3,""chayicha" 4,"chayige" 如果以之前的参数导入,则结果如下,里边的引号也会写入进去。 mysql> load data local infile '/Users/zhigangchai/1.csv' into table ceshi.t1 FIELDS TERMINATED BY ','; Query OK, 4 rows affected (0.16 sec) Records: 4 Deleted: 0 Skipped: 0 Warnings: 0 mysql> select * from t1; +----+-------------+ | id | name | +----+-------------+ | 1 | chai | | 2 | 测试 | | 3 | ""chayicha" | | 4 | "chayige" | +----+-------------+ 4 rows in set (0.05 sec) ##加入 ENCLOSED BY '"' 参数后,在导入时字符左右两则的双引号被删掉了。 mysql> load data local infile '/Users/zhigangchai/1.csv' into table ceshi.t1 FIELDS TERMINATED BY ',' ENCLOSED BY '"'; Query OK, 4 rows affected (0.13 sec) Records: 4 Deleted: 0 Skipped: 0 Warnings: 0 mysql> select * from t1; +----+-----------+ | id | name | +----+-----------+ | 1 | chai | | 2 | 测试 | | 3 | "chayicha | | 4 | chayige | +----+-----------+
ESCAPED BY:设置转义字符,默认为\ 。
示例: root#cat 1.csv 1,chai 2,测试 3,"\tchayicha" 4,wo\\a\\b\\c\tchayige mysql> load data local infile '/Users/zhigangchai/1.csv' into table ceshi.t1 FIELDS TERMINATED BY ',' ENCLOSED BY '"' ESCAPED BY '\\'; Query OK, 4 rows affected (0.13 sec) Records: 4 Deleted: 0 Skipped: 0 Warnings: 0 mysql> select * from t1; +----+------------------+ | id | name | +----+------------------+ | 1 | chai | | 2 | 测试 | | 3 | chayicha | | 4 | wo\a\b\c chayige | +----+------------------+
LINES STARTING BY:忽略一个公共前缀,如示例,只有以 cha 开头的记录正确写入到了数据库,这个参数应该不常用
示例: root#cat 1.csv cha1,chai 2,测试 cha3,"yicha" 4,chayige mysql> load data local infile '/Users/zhigangchai/1.csv' into table ceshi.t1 FIELDS TERMINATED BY ',' ENCLOSED BY '"' ESCAPED BY '\\' LINES STARTING BY 'cha'; Query OK, 3 rows affected, 2 warnings (0.14 sec) Records: 3 Deleted: 0 Skipped: 0 Warnings: 2 mysql> select * from t1; +----+-------+ | id | name | +----+-------+ | 1 | chai | | 3 | yicha | | 0 | NULL | +----+-------+
LINES TERMINATED BY 'string':分行符,一般情况下遇到回行即分行 (\r\n)
示例: 演示一次遇到句号(。)即换行符 root#cat 2.csv a,chai。2,测试。3,chayicha。 mysql> load data local infile '/Users/zhigangchai/2.csv' into table ceshi.t1 FIELDS TERMINATED BY ',' ENCLOSED BY '"' ESCAPED BY '\\' LINES TERMINATED BY '。'; Query OK, 4 rows affected, 4 warnings (0.15 sec) Records: 4 Deleted: 0 Skipped: 0 Warnings: 4 mysql> select * from t1; +----+----------+ | id | name | +----+----------+ | 0 | chai | | 2 | 测试 | | 3 | chayicha | | 0 | NULL | +----+----------+ 4 rows in set (0.07 sec)
IGNORE number {LINES | ROWS}:跳过开始的多少行才进行导入,如果文本中有字段名,可以跳过第一行.
示例: root# cat 1.csv 1,chai 2,测试 3,"yicha" 4,chayige mysql> load data local infile '/Users/zhigangchai/1.csv' into table ceshi.t1 FIELDS TERMINATED BY ',' ENCLOSED BY '"' ESCAPED BY '\\' IGNORE 1 LINES; Query OK, 3 rows affected (0.13 sec) Records: 3 Deleted: 0 Skipped: 0 Warnings: 0 mysql> select * from t1; +----+---------+ | id | name | +----+---------+ | 2 | 测试 | | 3 | yicha | | 4 | chayige | +----+---------+
[(col_name_or_user_var [, col_name_or_user_var] ...)]:手动指定要插入的列
示例: root# cat 1.csv 1,chai 2,测试 3,"yicha" 4,chayige mysql> load data local infile '/Users/zhigangchai/1.csv' into table ceshi.t1 FIELDS TERMINATED BY ',' ENCLOSED BY '"' ESCAPED BY '\\' IGNORE 1 LINES(id,name); Query OK, 3 rows affected (0.16 sec) Records: 3 Deleted: 0 Skipped: 0 Warnings: 0 mysql> select * from t1; +----+---------+------+ | id | name | age | +----+---------+------+ | 2 | 测试 | NULL | | 3 | yicha | NULL | | 4 | chayige | NULL | +----+---------+------+ 3 rows in set (0.09 sec)
[SET col_name={expr | DEFAULT} [, col_name={expr | DEFAULT}] ...]:在加载数据时做一些计算或更新一些其它字段值。
示例: root# cat 1.csv 1,chai 2,测试 3,"yicha" 4,chayige #在写入数据时,更新age字段列 mysql> load data local infile '/Users/zhigangchai/1.csv' into table ceshi.t1 FIELDS TERMINATED BY ',' ENCLOSED BY '"' ESCAPED BY '\\' IGNORE -> 1 LINES(id,name) set age=10; Query OK, 3 rows affected (0.13 sec) Records: 3 Deleted: 0 Skipped: 0 Warnings: 0 mysql> select * from t1; +----+---------+------+ | id | name | age | +----+---------+------+ | 2 | 测试 | 10 | | 3 | yicha | 10 | | 4 | chayige | 10 | +----+---------+------+ 3 rows in set (0.07 sec) #在写入数据时对数据做二次逻辑处理 mysql> load data local infile '/Users/zhigangchai/1.csv' into table ceshi.t1 FIELDS TERMINATED BY ',' ENCLOSED BY '"' ESCAPED BY '\\' IGNORE -> 1 LINES(id,@name) set name=concat(@name,1); Query OK, 3 rows affected (0.14 sec) Records: 3 Deleted: 0 Skipped: 0 Warnings: 0 mysql> select * from t1; +----+----------+------+ | id | name | age | +----+----------+------+ | 2 | 测试1 | NULL | | 3 | yicha1 | NULL | | 4 | chayige1 | NULL | +----+----------+------+ 3 rows in set (0.07 sec)
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