
Python中MySQLdb和torndb模塊對MySQL的斷連問題處理
在使用python 對wordpress tag 進(jìn)行細(xì)化代碼處理時,遇到了調(diào)用MySQLdb模塊時的出錯,由于錯誤提示和問題原因相差甚遠(yuǎn),查看了N久代碼也未發(fā)現(xiàn)代碼有問題。后來問了下師傅,被告知MySQLdb里有一個斷接的坑 ,需要進(jìn)行數(shù)據(jù)庫重連解決。
一、報(bào)錯代碼及提示
運(yùn)行出錯的代碼如下:
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
直接可以執(zhí)行,在第for循環(huán)里第二次調(diào)用getTerm函數(shù)時,報(bào)錯如下:
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、解決方法
初始時以為是編碼問題了,又細(xì)核對了幾遍未發(fā)現(xiàn)編碼有問題,在python代碼里也未發(fā)現(xiàn)異常。后來問過師傅后,師傅來了句提示:
只看代碼有啥用,mysql 的超時時間調(diào)長點(diǎn)或捕獲異常從連,原因是
cursor. connection 沒有關(guān)閉
但是socket已經(jīng)斷了
cursor 這個行為不會再建立一次socket的
重新執(zhí)行一次MysqlDB.connect()
看的有點(diǎn)懵懂,先從mysql 里查看了所有timeout相關(guān)的變量
?
1
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)
發(fā)現(xiàn)最小的超時時間是10s ,而我的程序執(zhí)行起來顯然就不了10s 。因?yàn)橹安檫^相關(guān)的報(bào)錯,這里估計(jì)這個很可能是另外一個報(bào)錯:2006,MySQL server has gone away 。即然和這個超時時間應(yīng)該沒關(guān)系,那就嘗試通過MySQLdb ping測試,如果捕獲異常,就再進(jìn)行重連,修改后的代碼為:
#!/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
再執(zhí)行發(fā)現(xiàn)竟然OK了,而細(xì)看下結(jié)果,發(fā)現(xiàn)基本上每1-2次getTerm或addTerm函數(shù)調(diào)用就會打印一次'mysql connect have been close' 。
三、使用torndb模塊解決mysql斷連問題
1.MySQLdb和torndb的代碼樣例對比
torndb是facebook開源的一個基于MySQLdb二次封裝的一個mysql模塊,新封裝的這個模塊比較小,是一個只有2百多行代碼的py文件。雖然代碼短,功能確相較MySQLdb簡便不少,并且該模塊由于增加了reconnect方法和max_idel_time參數(shù),解決了mysql的斷連問題。比較下使用原生MySQLdb模塊和使用torndb模塊的代碼:
使用MySQLdb模塊的代碼
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的代碼
#!/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)
從兩者的代碼上來看,使用torndb模塊和原生相比,發(fā)現(xiàn)可以省略如下兩部分:
torndb模塊不需要db.cursor進(jìn)行處理,無不需要db.comment提交,torndb是自動提交的;
torndb不需要在每次調(diào)用時,進(jìn)行db.ping()判斷數(shù)據(jù)庫socket連接是否斷開,因?yàn)閠orndb增加了reconnect方法,支持自動重連。
2.torndb的方法
torndb提供的參數(shù)和方法有:
execute 執(zhí)行語句不需要返回值的操作。
execute_lastrowid 執(zhí)行后獲得表id,一般用于插入后獲取返回值。
executemany 可以執(zhí)行批量插入。返回值為第一次請求的表id。
executemany_rowcount 批量執(zhí)行。返回值為第一次請求的表id。
get 執(zhí)行后獲取一行數(shù)據(jù),返回dict。
iter 執(zhí)行查詢后,返回迭代的字段和數(shù)據(jù)。
query 執(zhí)行后獲取多行數(shù)據(jù),返回是List。
close 關(guān)閉
max_idle_time 最大連接時間
reconnect 關(guān)閉后再連接
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","數(shù)據(jù)庫名","用戶名", "密碼", 24*3600) # 24*3600為超時時間
>>> 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
3.報(bào)錯
在使用過程中可能遇到的錯誤:
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
寫上面的代碼時,我剛開始還是試著使用MySQLdb模塊的方式引用數(shù)據(jù),結(jié)果發(fā)現(xiàn)報(bào)參數(shù)的錯誤 ,經(jīng)查看代碼發(fā)現(xiàn) ,torndb在使用幾個sql方法時較MySQLdb精簡過了。具體各個方法的傳參方法如下(注意參數(shù)個數(shù)):
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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