Python中MySQLdb和torndb模块对MySQL的断连问题处理
(编辑：jimmy 日期: 2024/11/19 浏览：3 次 )
在使用python 对wordpress tag 进行细化代码处理时，遇到了调用MySQLdb模块时的出错，由于错误提示和问题原因相差甚远，查看了N久代码也未发现代码有问题。后来问了下师傅，被告知MySQLdb里有一个断接的坑 ，需要进行数据库重连解决。
一、报错代码及提示
运行出错的代码如下：
import MySQLdb
def getTerm(db,tag):
cursor = db.cursor()
query = "SELECT term_id FROM wp_terms where name=%s "
count = cursor.execute(query,tag)
rows = cursor.fetchall()
db.commit()
#db.close()
if count:
term_id = [int(rows[id][0]) for id in range(count)]
return term_id
else:return None
def addTerm(db,tag):
cursor = db.cursor()
query = "INSERT into wp_terms (name,slug,term_group) values (%s,%s,0)"
data = (tag,tag)
cursor.execute(query,data)
db.commit()
term_id = cursor.lastrowid
sql = "INSERT into wp_term_taxonomy (term_id,taxonomy,description) values (%s,'post_tag',%s) "
value = (term_id,tag)
cursor.execute(sql,value)
db.commit()
db.close()
return int(term_id)
dbconn = MySQLdb.connect(host='localhost', user='root', passwd='123456', db='361way', port=3306, charset='utf8', init_command='set names utf8')
tags = ['mysql','1111','aaaa','bbbb','ccccc','php','abc','python','java']
tagids = []
for tag in tags:
termid = getTerm(dbconn,tag)
if termid:
print tag, 'tag id is ',termid
tagids.extend(termid)
else:
termid = addTerm(dbconn,tag)
print 'add tag',tag,'id is ' ,termid
tagids.append(termid)
print 'tag id is ',tagids
直接可以执行，在第for循环里第二次调用getTerm函数时，报错如下：
Traceback (most recent call last): File "a.py", line 40, in <module> termid = getTerm(dbconn,tag) File "a.py", line 11, in getTerm count = cursor.execute(query,tag) File "/usr/lib64/python2.6/site-packages/MySQLdb/cursors.py", line 154, in execute charset = db.character_set_name() _mysql_exceptions.InterfaceError: (0, '')
二、解决方法
初始时以为是编码问题了，又细核对了几遍未发现编码有问题，在python代码里也未发现异常。后来问过师傅后，师傅来了句提示：
只看代码有啥用，mysql 的超时时间调长点或捕获异常从连，原因是
cursor. connection 没有关闭
但是socket已经断了
cursor 这个行为不会再建立一次socket的
重新执行一次MysqlDB.connect()
看的有点懵懂，先从mysql 里查看了所有timeout相关的变量
mysql> show GLOBAL VARIABLES like "%timeout%";
+----------------------------+-------+ | Variable_name | Value | +----------------------------+-------+ | connect_timeout | 10 | | delayed_insert_timeout | 300 | | innodb_lock_wait_timeout | 50 | | innodb_rollback_on_timeout | OFF | | interactive_timeout | 28800 | | net_read_timeout | 30 | | net_write_timeout | 60 | | slave_net_timeout | 3600 | | table_lock_wait_timeout | 50 | | wait_timeout | 28800 | +----------------------------+-------+ 10 rows in set (0.00 sec)
发现最小的超时时间是10s ，而我的程序执行起来显然就不了10s 。因为之前查过相关的报错，这里估计这个很可能是另外一个报错：2006，MySQL server has gone away 。即然和这个超时时间应该没关系，那就尝试通过MySQLdb ping测试，如果捕获异常，就再进行重连，修改后的代码为：
#!/usr/bin/python #coding=utf-8 import MySQLdb def getTerm(db,tag): cursor = db.cursor() query = "SELECT term_id FROM wp_terms where name=%s " count = cursor.execute(query,tag) rows = cursor.fetchall() db.commit() #db.close() if count: term_id = [int(rows[id][0]) for id in range(count)] print term_id return term_id else:return None def addTerm(db,tag): cursor = db.cursor() query = "INSERT into wp_terms (name,slug,term_group) values (%s,%s,0)" data = (tag,tag) cursor.execute(query,data) db.commit() term_id = cursor.lastrowid sql = "INSERT into wp_term_taxonomy (term_id,taxonomy,description) values (%s,'post_tag',%s) " value = (term_id,tag) cursor.execute(sql,value) db.commit() db.close() return int(term_id) dbconn = MySQLdb.connect(host='localhost', user='root', passwd='123456', db='361way', port=3306, charset='utf8', init_command='set names utf8') tags = ['mysql','1111','aaaa','bbbb','ccccc','php','abc','python','java'] if __name__ == "__main__": tagids = [] for tag in tags: try: dbconn.ping() except: print 'mysql connect have been close' dbconn = MySQLdb.connect(host='localhost', user='root', passwd='123456', db='361way', port=3306, charset='utf8', init_command='set names utf8') termid = getTerm(dbconn,tag) if termid: print tag, 'tag id is ',termid tagids.extend(termid) else: termid = addTerm(dbconn,tag) print 'add tag',tag,'id is ' ,termid tagids.append(termid) print 'All tags id is ',tagids
再执行发现竟然OK了，而细看下结果，发现基本上每1－2次getTerm或addTerm函数调用就会打印一次'mysql connect have been close' 。
三、使用torndb模块解决mysql断连问题
1.MySQLdb和torndb的代码样例对比
torndb是facebook开源的一个基于MySQLdb二次封装的一个mysql模块，新封装的这个模块比较小，是一个只有2百多行代码的py文件。虽然代码短，功能确相较MySQLdb简便不少，并且该模块由于增加了reconnect方法和max_idel_time参数，解决了mysql的断连问题。比较下使用原生MySQLdb模块和使用torndb模块的代码：
使用MySQLdb模块的代码
import MySQLdb
def getTerm(db,tag):
cursor = db.cursor()
query = "SELECT term_id FROM wp_terms where name=%s "
count = cursor.execute(query,tag)
rows = cursor.fetchall()
db.commit()
#db.close()
if count:
term_id = [int(rows[id][0]) for id in range(count)]
return term_id
else:return None
def addTerm(db,tag):
cursor = db.cursor()
query = "INSERT into wp_terms (name,slug,term_group) values (%s,%s,0)"
data = (tag,tag)
cursor.execute(query,data)
db.commit()
term_id = cursor.lastrowid
sql = "INSERT into wp_term_taxonomy (term_id,taxonomy,description) values (%s,'post_tag',%s) "
value = (term_id,tag)
cursor.execute(sql,value)
db.commit()
db.close()
return int(term_id)
def addCTag(db,data):
cursor = db.cursor()
query = '''INSERT INTO `wp_term_relationships` (
`object_id` ,
`term_taxonomy_id`
)
VALUES (
%s, %s) '''
cursor.executemany(query,data)
db.commit()
db.close()
dbconn = MySQLdb.connect(host='localhost', user='root', passwd='123456', db='361way', port=3306, charset='utf8', init_command='set names utf8')
tags = ['mysql','1111','aaaa','bbbb','ccccc','php','abc','python','java']
tagids = []
for tag in tags:
if termid:
try:
dbconn.ping()
except:
dbconn = MySQLdb.connect(host='localhost', user='root', passwd='123456', db='361way', port=3306, charset='utf8', init_command='set names utf8')
print tag, 'tag id is ',termid
termid = getTerm(dbconn,tag)
tagids.extend(termid)
else:
try:
dbconn.ping()
except:
dbconn = MySQLdb.connect(host='localhost', user='root', passwd='123456', db='361way', port=3306, charset='utf8', init_command='set names utf8')
termid = addTerm(dbconn,tag)
print 'add tag',tag,'id is ' ,termid
tagids.append(termid)
print 'tag id is ',tagids
postid = '35'
tagids = list(set(tagids))
ctagdata = []
for tagid in tagids:
ctagdata.append((postid,tagid))
try:
dbconn.ping()
except:
dbconn = MySQLdb.connect(host='localhost', user='root', passwd='123456', db='361way', port=3306, charset='utf8', init_command='set names utf8')
addCTag(dbconn,ctagdata)
使用torndb的代码
#!/usr/bin/python
#coding=utf-8
import torndb
def getTerm(db,tag):
query = "SELECT term_id FROM wp_terms where name=%s "
rows = db.query(query,tag)
termid = []
for row in rows:
termid.extend(row.values())
return termid
def addTerm(db,tag):
query = "INSERT into wp_terms (name,slug,term_group) values (%s,%s,0)"
term_id = db.execute_lastrowid(query,tag,tag)
sql = "INSERT into wp_term_taxonomy (term_id,taxonomy,description) values (%s,'post_tag',%s) "
db.execute(sql,term_id,tag)
return term_id
def addCTag(db,data):
query = "INSERT INTO wp_term_relationships (object_id,term_taxonomy_id) VALUES (%s, %s) "
db.executemany(query,data)
dbconn = torndb.Connection('localhost:3306','361way',user='root',password='123456')
tags = ['mysql','1111','aaaa','bbbb','ccccc','php','abc','python','java']
tagids = []
for tag in tags:
termid = getTerm(dbconn,tag)
if termid:
print tag, 'tag id is ',termid
tagids.extend(termid)
else:
termid = addTerm(dbconn,tag)
print 'add tag',tag,'id is ' ,termid
tagids.append(termid)
print 'All tags id is ',tagids
postid = '35'
tagids = list(set(tagids))
ctagdata = []
for tagid in tagids:
ctagdata.append((postid,tagid))
addCTag(dbconn,ctagdata)
从两者的代码上来看，使用torndb模块和原生相比，发现可以省略如下两部分：
torndb模块不需要db.cursor进行处理，无不需要db.comment提交，torndb是自动提交的；
torndb不需要在每次调用时，进行db.ping()判断数据库socket连接是否断开，因为torndb增加了reconnect方法，支持自动重连。
2.torndb的方法
torndb提供的参数和方法有：
execute 执行语句不需要返回值的操作。
execute_lastrowid 执行后获得表id，一般用于插入后获取返回值。
executemany 可以执行批量插入。返回值为第一次请求的表id。
executemany_rowcount 批量执行。返回值为第一次请求的表id。
get 执行后获取一行数据，返回dict。
iter 执行查询后，返回迭代的字段和数据。
query 执行后获取多行数据，返回是List。
close 关闭
max_idle_time 最大连接时间
reconnect 关闭后再连接
使用示例：
mysql> CREATE TABLE `ceshi` (`id` int(1) NULL AUTO_INCREMENT ,`num` int(1) NULL ,PRIMARY KEY (`id`));
> import torndb
> db = torndb.Connection("127.0.0.1","数据库名","用户名", "密码", 24*3600) # 24*3600为超时时间
> get_id1 = db.execute_lastrowid("insert ceshi(num) values('1')")
> print get_id1
1
> args1 = [('2'),('3'),('4')]
> get1 = db.executemany("insert ceshi(num) values(%s)", args1)
> print get1
2
> rows = db.iter("select * from ceshi")
> for i in rows:
… print i
在使用过程中可能遇到的错误：
File "/home/361way/database.py", line 145, in execute_lastrowid self._execute(cursor, query, parameters) File "/home/361way/database.py", line 207, in _execute return cursor.execute(query, parameters) File "/usr/lib/pymodules/python2.7/MySQLdb/cursors.py", line 159, in execute query = query % db.literal(args) TypeError: not enough arguments for format string
写上面的代码时，我刚开始还是试着使用MySQLdb模块的方式引用数据，结果发现报参数的错误 ，经查看代码发现 ，torndb在使用几个sql方法时较MySQLdb精简过了。具体各个方法的传参方法如下（注意参数个数）：
close() reconnect() iter(query, *parameters, **kwparameters) query(query, *parameters, **kwparameters) get(query, *parameters, **kwparameters) execute(query, *parameters, **kwparameters) execute_lastrowid(query, *parameters, **kwparameters) execute_rowcount(query, *parameters, **kwparameters) executemany(query, parameters) executemany_lastrowid(query, parameters) executemany_rowcount(query, parameters) update(query, *parameters, **kwparameters) updatemany(query, parameters) insert(query, *parameters, **kwparameters) insertmany(query, parameters)
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