shell 脚本多进程创建 mysql 测试数据

时间:2022-04-28
本文章向大家介绍shell 脚本多进程创建 mysql 测试数据,主要内容包括其使用实例、应用技巧、基本知识点总结和需要注意事项,具有一定的参考价值,需要的朋友可以参考一下。

# ------------------------------------------------------------------

#创建 taskNum * perFileRecord 条测试数据,taskNum 为进程并发数,最好与你的cpu个数一致

#数据字段:| id | sex | age | name | email | start_date | end_date |

#id int 唯一,sex enum,age 0~100,name、email基本唯一,start_date 0~1000天前的日期

#!/usr/bin/env bash
# numProcessor=`grep "processor" /proc/cpuinfo | wc -l`
# genfile.sh
stime=$(date +%s)
taskNum=$1
perFileRecord=$2
offset=$3

colorEcho(){
	echo -e "e[31;1m$1e[0m"
}

usage(){
	colorEcho "	Usage:"
	colorEcho "	bash fileName taskNum(1-99) perFileRecord(>0) [offset(>0)]"
	exit 1
}

initEnv(){
	[[ "$1 $2 $3" =~ ^[0-9]{1,2}" "[0-9]{1,} ]] || usage
	rm -f [0-9]*.txt
}

createRecord(){
	start=$1
	end=$2
	for i in `seq -f%.10g $start $end`
	do
		id=$i
		sex=`echo $i|awk '{print ($0%2?"male":"female")}'`
		age=`echo $(($RANDOM/500))`
		emailName=`head -c8 /proc/sys/kernel/random/uuid`
		#emailName=`openssl passwd -stdin <<<""|head -c8`
		name=$emailName
		rand1000=`echo $(($RANDOM/50))`
		rand100=$age
		rand900=`echo "$rand1000 $rand100"|awk '{s=$1-$2;print (s>0?$2:0)}'`
		start_date=`date -d"$rand1000 days ago" +%Y%m%d`
		end_date=`date -d"$rand900 days ago" +%Y%m%d`
		echo -e "$idt$sext$aget$namet$emailName@qq.comt$start_datet$end_date"
	done
}

process(){
	for i in `seq $taskNum`
	do
		st=`echo "$i $perFileRecord $offset"|awk '{print ($1-1)*$2+1+$3}'`
		ed=`echo "$i $perFileRecord $offset"|awk '{print $1*$2+$3}'`
		echo $st $ed
		createRecord $st $ed > $i.txt &
	done
	wait
}

finally(){
	cat `seq $taskNum|sed 's/.*/&.txt/'` > record_`date -I`.txt
	echo "————————————————————————————————————————————————————————————"
	file=record_`date -I`.txt
	line=`echo $taskNum $perFileRecord|awk '{print $1*$2}'`
	size=`ls -hl $file |awk '{print $5}'`
	etime=$(date +%s)
	diffTime=$(($etime-$stime))
	echo "--------------->>        FileName: $file"
	echo "--------------->>        FileLine: $line"
	echo "--------------->>        FileSize: $size"
	echo "--------------->>        CostTime: $diffTime"
	echo "————————————————————————————————————————————————————————————"
}

initEnv $taskNum $perFileRecord $offset
process
finally
#!/usr/bin/env bash
# mgr.sh

param1=$1
param2=$2
fileName=record_`date -I`.txt

colorEcho(){
    echo -e "e[31;1m$1e[0m"
}

usage(){
    colorEcho " Usage:"
    colorEcho " bash fileName [-c int(1-99)|-k processName]"
    exit 1
}

cpMergeFiles(){
	rm -f $fileName"_"*
	for i in `seq $param2`
	do
		cp $fileName $fileName"_"$i &
	done
	wait
	
	cat ${fileName}"_"*|awk -vOFS="t" '{$1=NR;$0=$0;print}' > $fileName"_merge"
	echo "copy finished, and FileName is: "$fileName"_merge"
}

killTask(){
	echo "$param2 is number: "`ps -ef|grep $param2|wc -l`
	echo "will kill..."
	pkill -9 -f $param2
	# here has a bug ... 2 cmds will not exec...
        # Because "bash mgr.sh -k genfile.sh" will kill itself...
	echo "kill finished..."
	echo "$param2 is number: "`ps -ef|grep $param2|grep -v grep|wc -l`
}

execTask(){
	if [[ $param1 == "-c" && $param2 =~ [0-9]{1,2} ]]
	then
		cpMergeFiles
	elif [[ $param1 == "-k" && $param2 =~ .{1,} ]]
	then
		killTask
	else
		usage
	fi
}

execTask

在一台 2 核的机器上测试结果如下:

# ------------------------------------------------------------------

#建表,存储引擎请自己指定

create table t_test(
    id int,
    sex enum('male','female'),
    age tinyint unsigned,
    name char(8),
    email varchar(16),
    start_date int,
    end_date int
)ENGINE=InnoDB DEFAULT CHARSET=UTF8 AUTO_INCREMENT=1;

# ------------------------------------------------------------------

#加载数据:

use test;
LOAD DATA LOCAL INFILE "/root/record.txt" INTO TABLE t_test fields terminated by ' ' lines terminated by 'n';

# mysqlimport -f -proot -uroot -h127.0.0.1  --fields-terminated-by='t'  database_name  /home/Jun/scripts/table_name.txt

# ------------------------------------------------------------------

#1、单纯的删掉主键属性,不删字段:

alter table t_test modify id int ,drop PRIMARY key;

#2、设置已有字段为主键、自增属性:

alter table t_test change id id int primary key auto_increment;

#3、创建联合索引:

alter table t_test add index id_sex_age (id,sex,age);

#4、删除联合索引:

alter table t_test drop index id_sex_age;

#5、查看索引:

show index from t_test; 

# ------------------------------------------------------------------

#创建关联表

create table t_test1 as select * from t_test order by rand() limit 1000;

# ------------------------------------------------------------------

#最终数据如下

mysql> select * from t_test limit 5;

+------+--------+------+----------+-----------------+------------+----------+

| id   | sex    | age  | name     | email           | start_date | end_date |

+------+--------+------+----------+-----------------+------------+----------+

|    1 | male   |   52 | e67bcd5f | e67bcd5f@qq.com |   20101120 | 20110111 |

|    2 | female |    2 | cc92a107 | cc92a107@qq.com |   20120123 | 20120125 |

|    3 | male   |   35 | 2ec6b1d8 | 2ec6b1d8@qq.com |   20120406 | 20120511 |

|    4 | female |   31 | 4c67aade | 4c67aade@qq.com |   20120302 | 20120402 |

|    5 | male   |   19 | b518a6a3 | b518a6a3@qq.com |   20120814 | 20120830 |

+------+--------+------+----------+-----------------+------------+----------+

5 rows in set (0.00 sec)

mysql> 

附另外一种思路:

#如下是Mysql随机产生的R、F和M三个指标的数值代码,共产生10万行的虚拟记录:

#创建数据库
create database sample;
use sample;

#创建表
drop table if exists data_rfm;
create table data_rfm(
id int unsigned primary key auto_increment,
Recency mediumint unsigned,
Frequency smallint unsigned,
Monetary decimal(10,2)
);

#删除是否存在的存储过程
drop procedure if exists randnum_p;

#变换SQL语句的结束符
d //

#创建存储过程
create procedure randnum_p(n int)
begin
declare i int default 1;
declare Recency mediumint default 0;
declare Frequency smallint default 0;
declare Monetary decimal(10,2) default 0.00;
while i <= n do
set autocommit = 0;
set Recency = floor(1+365*rand());
set Frequency = floor(1+150*rand());
set Monetary = floor(200+3500*rand());
insert into data_rfm
(id,Recency,Frequency,Monetary)
values
(null,Recency,Frequency,Monetary);
set i = i+1;
end while;
commit;
end//

#重新变换SQL语句的结束符
d ;

#调用存储过程
call randnum_p(100000);

推荐阅读:

[1] 在Java中如何伪造数据

http://blog.sina.com.cn/s/blog_e59371cc0102v34x.html

[2] 实战: RFM模型使用,MySQL 存储过程伪造数据

http://bit.ly/2kj8mm8