python操作mysql
我的python版本( 2.7 )
需要安装python mysql驱动
sudo pip install MySQL-python
如果报错,找不到mysql_config:
sudo ln -s /usr/local/mysql57/bin/mysql_config /usr/local/bin/mysql_config
这里自己根据实际情况,建立一个软连接,驱动就能够找到mysql_config,因为我mysql装在/usr/local/mysql57下面
如果报错,找不到libmysqlclient.so.20,同样建立一个对应的软连接( 请根据自己电脑的实际情况在相应的目录建立软链接 )
sudo ln -s /usr/local/mysql57/lib/libmysqlclient.so.20 /usr/lib/libmysqlclient.so.20
python mysql操作流程:
开始->创建连接对象( connection )->获取游标对象cursor->执行select语句(cursor.execute() )->使用cursor.fetch*( fetchone,fetchall,fetchmany )获取并处理数据->关闭cursor->关闭connect
->结束
mysql> select * from user_info; +---------+-----------+ | user_id | user_name | +---------+-----------+ | 1 | ghostwu | | 2 | zhangsan | | 3 | zhangsan | | 4 | zhangsan | +---------+-----------+ 4 rows in set (0.00 sec) mysql>
1 #!/usr/bin/python 2 #coding:utf-8 3 4 import MySQLdb 5 6 conn = MySQLdb.Connect( 7 host = '127.0.0.1', 8 port = 3306, 9 user = 'root', 10 passwd = 'abc123', 11 db = 'shop', 12 charset = 'utf8' 13 ) 14 15 cursor = conn.cursor() 16 17 sql = 'select * from user_info' 18 19 cursor.execute( sql ) 20 21 print cursor.rowcount 22 23 res = cursor.fetchone() 24 print res 25 26 res = cursor.fetchmany( 2 ) 27 print res 28 29 res = cursor.fetchall() 30 print res 31 32 cursor.close() 33 conn.close()
当数据量比较小的时候,可以一次性读取出来,遍历fetchall的数据
1 #!/usr/bin/python 2 #coding:utf-8 3 4 import MySQLdb 5 6 conn = MySQLdb.Connect( 7 host = '127.0.0.1', 8 port = 3306, 9 user = 'root', 10 passwd = 'abc123', 11 db = 'shop', 12 charset = 'utf8' 13 ) 14 15 cursor = conn.cursor() 16 sql = 'select * from user_info' 17 cursor.execute( sql ) 18 19 res = cursor.fetchall() 20 for row in res: 21 print 'userid=%s, username=%s' % row 22 23 cursor.close() 24 conn.close()
python操作mysql增删改:
#!/usr/bin/python #coding:utf-8 import MySQLdb conn = MySQLdb.Connect( host = '127.0.0.1', port = 3306, user = 'root', passwd = 'abc123', db = 'shop', charset = 'utf8' ) cursor = conn.cursor() ''' sql_insert = "insert into user_info( user_id, user_name ) values( null, 'hello' )" cursor.execute( sql_insert ) print cursor.rowcount ''' ''' sql_delete = "delete from user_info where user_name = 'hello'" cursor.execute( sql_delete ) print cursor.rowcount ''' sql_update = "update user_info set user_name = 'ghostwu' where user_id = 4" cursor.execute( sql_update ) print cursor.rowcount cursor.close() conn.close()
修改表引擎,测试事务
alter table user_info engine = innodb
#!/usr/bin/python #coding:utf-8 import MySQLdb conn = MySQLdb.Connect( host = '127.0.0.1', port = 3306, user = 'root', passwd = 'abc123', db = 'shop', charset = 'utf8' ) cursor = conn.cursor() sql_insert = "insert into user_info( user_id, user_name ) values( null, '悟空' )" cursor.execute( sql_insert ) conn.commit() print cursor.rowcount cursor.close() conn.close()
如果没有conn.commit()这条语句,执行之后,不会在mysql表中,看到新插入的记录。python mysql默认是关闭自动提交事务的
回滚测试
#!/usr/bin/python #coding:utf-8 import MySQLdb conn = MySQLdb.Connect( host = '127.0.0.1', port = 3306, user = 'root', passwd = 'abc123', db = 'shop', charset = 'utf8' ) cursor = conn.cursor() sql_insert = "insert into user_info( user_id, user_name ) values( null, '悟空' )" sql_insert1 = "insert into user_info( user_id, user_name ) values( null, '八戒' )" sql_insert2 = "insert into user_info( user_id, user_name1 ) values( null, '白龙马' )" try: cursor.execute( sql_insert ) cursor.execute( sql_insert1 ) cursor.execute( sql_insert2 ) except Exception as e: print e conn.rollback cursor.close() conn.close()
使用事务处理银行转账:
mysql> select * from account; +--------+-------+ | acctid | money | +--------+-------+ | 1 | 110 | | 2 | 10 | +--------+-------+ 2 rows in set (0.00 sec) mysql> show create table account \G *************************** 1. row *************************** Table: account Create Table: CREATE TABLE `account` ( `acctid` int(11) DEFAULT NULL COMMENT '账户id', `money` int(11) DEFAULT NULL COMMENT '余额' ) ENGINE=InnoDB DEFAULT CHARSET=utf8 1 row in set (0.00 sec) mysql>
#!/usr/bin/python #coding:utf-8 import sys import MySQLdb class TransferMoney( object ): def __init__( self, conn ): self.conn = conn def check_acct_available( self, acctid ): cursor = self.conn.cursor() try: sql = "select * from account where acctid=%s" % acctid print sql cursor.execute( sql ) res = cursor.fetchall() if len( res ) != 1: raise Exception( "账号%s不存在" % acctid ) finally: cursor.close() def has_enough_money( self, acctid, money ): cursor = self.conn.cursor() try: sql = "select * from account where acctid=%s and money > %s" % ( acctid, money ) print sql cursor.execute( sql ) res = cursor.fetchall() if len( res ) != 1: raise Exception( "账号%s上的钱不足%s" % ( acctid, money ) ) finally: cursor.close() def reduce_money( self, acctid, money ): cursor = self.conn.cursor() try: sql = "update account set money = money-%s where acctid = %s" % ( money, acctid ) print sql cursor.execute( sql ) if cursor.rowcount != 1: raise Exception( "账号%s减款失败" % acctid ) finally: cursor.close() def add_money( self, acctid, money ): cursor = self.conn.cursor() try: sql = "update account set money = money+%s where acctid = %s" % ( money, acctid ) print sql cursor.execute( sql ) if cursor.rowcount != 1: raise Exception( "账号%s加款失败" % acctid ) finally: cursor.close() def transfer( self, source_acctid, target_acctid, money ): try: self.check_acct_available( source_acctid ) self.check_acct_available( target_acctid ) self.has_enough_money( source_acctid, money ) self.reduce_money( source_acctid, money ) self.add_money( target_acctid, money ) self.conn.commit() except Exception as e: self.conn.rollback() raise e if __name__ == "__main__": source_acctid = sys.argv[1] target_acctid = sys.argv[2] money = sys.argv[3] conn = MySQLdb.Connect( host = '127.0.0.1', port = 3306, user = 'root', passwd = 'abc123', db = 'shop', charset = 'utf8' ) tr_money = TransferMoney( conn ) try: tr_money.transfer( source_acctid, target_acctid, money ) except Exception as e: print "转账出现问题:" + str( e ) finally: conn.close()
ghostwu@ghostwu:~/python/db$ python transfer.py 1 2 100 select * from account where acctid=1 select * from account where acctid=2 select * from account where acctid=1 and money > 100 update account set money = money-100 where acctid = 1 update account set money = money+100 where acctid = 2 ghostwu@ghostwu:~/python/db$ python transfer.py 1 2 100 select * from account where acctid=1 select * from account where acctid=2 select * from account where acctid=1 and money > 100 转账出现问题:账号1上的钱不足100
上一篇: urllib下使用Xpath表达式示例
下一篇: 概率论与数理统计