python操作文件入库
这是我写的一个pyhon操作文件入进数据库的程序,由于功底还不扎实!所以写得很粗糙!下面代码是一个公共的输出类,所有的输出语句通过下面程序来展示:
1 #!/user/bin/env python
2 #coding:utf-8
3
4
5 try:
6 import time
7 except Exception, e:
8 raise e
9
10
11 def msgOutput( content, codeZT, codeType = "UTF-8" ):
12 if codeZT == 1:
13 return "[%s] %s" % ( time.strftime("%Y/%m/%d-%X",time.localtime()), content )
14 else:
15 return "\033[%s] %s\033[0m" % ( time.strftime("%Y/%m/%d-%X",time.localtime()), content)
下面是数据库类,暂时还不完善
1 #!/usr/bin/env python
2 # -*- coding: utf-8 -*-
3
4 """
5 oracle链接类
6 """
7 import sys
8 sys.path.append( "这里是上面输出类的路径" ) #msgOutput.py的路径
9 from msgOutput import msgOutput
10 import cx_Oracle,time
11
12
13 #***************************************************************************************************
14 #数据库类
15 #***************************************************************************************************
16
17 class oracleDb:
18 con = None
19 def __init__(self,username,password,dbname):
20 self.username = username
21 self.password = password
22 self.dbname = dbname
23
24 #获取链接
25 def connectDB(self):
26 try:
27 self.con = cx_Oracle.connect(self.username,self.password,self.dbname)
28 print msgOutput('数据库已建立连接...',1)
29 return self.con
30 except Exception,e:
31 print msgOutput('数据库连接失败,原因: %s...' %str( e ).replace("\n","") ,0)
32 sys.exit(0)
33
34 #def executeDB(self,sqlTxt):
35 # try:
36 # con = self.connectDB()
37 # cursor = con.cursor()
38 # cursor.execute(sqlTxt)
39 # gename = cursor.fetchall()
40 # cursor.close()
41 # returngename
42 # except Exception,e:
43 # print msgOutput('数据库查询失败,原因: %s...' %str( e ).replace("\n","") ,0)
44 # self.con.close()
45 # sys.exit(0)
46 #关闭链接
47 def __del__(self):
48 # self.cursor().clos[%s])
49 try:
50 self.con.close()
51 print msgOutput('数据库已断开连接...' ,1)
52 except Exception,e:
53 print msgOutput('数据库关闭失败,原因: %s...' %str( e ).replace("\n","") ,0)
下面程序就是文件入库的具体程序:
1 #!/usr/bin/env python
2 # -*- coding: utf-8 -*-
3
4 """
5 @author:niklaus
6 @date:20150723
7 """
8
9 import sys,os
1011 import time,linecache
12 import datetime
13 sys.path.append( "这里是下面模块导入的路径" )
14 from msgOutput import msgOutput
15 from oracleDb import oracleDb
16 nameReplace="文件入库程序"
17
18 #***************************************************************************************************
19 #逻辑层
20 #***************************************************************************************************
21 def fileLoad(fileName,flag,tableName,*column_names):
22 username = '数据库用户名'
23 password = '数据库密码'
24 dbname = '数据库库名'
25 db = oracleDb(username,password,dbname)
26 conn = db.connectDB()
27 columnList = #将可变参数存入列表
28 checkFileName(fileName)
29 checkTableName(tableName,username,conn)
30 checkColums(tableName,username,columnList,conn)
31 loadInfos(fileName,flag,tableName,columnList)
32 truncateTable(tableName,conn)
33 loadDate(fileName,flag,tableName,columnList,conn)
34
35 #***************************************************************************************************
36 #检查文件是否在
37 #***************************************************************************************************
38 def checkFileName(fileName):
39 try:
40 if not os.path.exists(fileName):
41 print msgOutput("数据文件[%s]不存在!请仔细检查..." %fileName,0 )
42 sys.exit(0)
43 except Exception,e:
44 raise e
45
46 def loadInfos(fileName,flag,tableName,columnList):
47 lenFile = int(os.popen('wc -l %s' % (fileName)).read().split())
48 print msgOutput("数据文件[%s]共有 %d 条数据待入库..." %(fileName,lenFile),1 )
49 print msgOutput("数据库表[%s]..." % (tableName.upper()),1 )
50 print msgOutput("数据库表中字段%s..." % columnList,1 )
51
52 #***************************************************************************************************
53 #检查数据库表是否存在
54 #***************************************************************************************************
55 def checkTableName(tableName,username,conn):
56 try:
57 sqlTxt = r''' select object_name from all_objects
58 where owner = '%s'
59 and object_type = 'TABLE'
60 and object_name = '%s'
61 ''' % (username.upper(),tableName.upper())
62 cursor = conn.cursor()
63 cursor.execute(sqlTxt)
64 gename = cursor.fetchall()
65 if len(gename) == 0:
66 print msgOutput('数据库中表[%s]不存在!请检查确认...' %(tableName.upper()),0)
67 sys.exit(0)
68 else:
69 return True
70 except Exception,e:
71 print msgOutput('数据库查询失败,原因: %s...' %str( e ).replace("\n","") ,0)
72 conn.close()
73 sys.exit(0)
74
75
76 #***************************************************************************************************
77 #检查数据库表字段与输入的是否一致
78 #***************************************************************************************************
79 def checkColums(tableName,username,columnList,conn):
80 try:
81 sqlTxt = r'''
82 select column_name
83 from dba_tab_columns x
84 where x.table_name = '%s'
85 and x.owner = '%s'
86 ''' % (tableName.upper(),username.upper())
87 cursor = conn.cursor()
88 cursor.execute(sqlTxt)
89 gename = cursor.fetchall()
90 columnDb = [ item for item in gename ]
91 for item in columnList:
92 if item not in columnDb:
93 print msgOutput('输入字段与数据库表中字段不一致!请仔细检查!...',0)
94 sys.exit(0)
95 except Exception,e:
96 print msgOutput('数据库查询失败,原因: %s...' %str( e ).replace("\n","") ,0)
97 conn.close()
98 sys.exit(0)
99 #sqlTxt = r'''
100 # select column_name
101 # from dba_tab_columns x
102 #
103 #
104 #
105 #gename = db.executeDB(sqlTxt)
106 #columnDb = [ item for item in gename ]
107 #for item in columnList:
108 # if item not in columnDb:
109 # print msgOutput('输入字段与数据库表中字段不一致!请仔细检查!...',0)
110 # sys.exit(0)
111 #***************************************************************************************************
112 #清空将入库的表
113 #***************************************************************************************************
114 def truncateTable(tableName,conn):
115 try:
116 sqlTxt = r'''
117 truncate table %s
118 ''' % tableName
119 cursor = conn.cursor()
120 cursor.execute(sqlTxt)
121 print msgOutput('数据库表[%s]已经清空!...' % tableName.upper(),1)
122 return True
123 except Exception,e:
124 conn.close()
125 print msgOutput('数据库执行失败,原因: %s...' %str( e ).replace("\n","") ,0)
126
127 #***************************************************************************************************
128 #文件处理
129 #***************************************************************************************************
130 def loadDate(fileName,flag,tableName,columnList,conn,recordDefault=200000):
131 #recordDefault = 200000 if recordDefault > 200000 else recordDefault
132 try:
133 lines = [ item.split(flag)[:len(columnList)] for itemin linecache.getlines(fileName)]
134 lenCount = len(lines)
135 listInput = []
136 for x in xrange(0,lenCount,recordDefault):
137 listInput = lines
138 if (dataInput(tableName,columnList,conn,listInput)):
139 print msgOutput('数据文件[%s]已经入库 %d 条数据...' %(fileName,len(listInput)),1)
140 listInput = []
141 except Exception,e:
142 print msgOutput ('文件处理失败,原因: %s...' %str( e ).replace("\n","") ,0)
143
144 #***************************************************************************************************
145 #数据入库
146 #***************************************************************************************************
147 def dataInput(tableName,columnList,conn,listInput):
148 try:
149 sqlValues = ",:".join(columnList)
150 sqlTxt = r'''
151 insert into %s values(:%s)
152 ''' %(tableName,sqlValues)
153 cursor = conn.cursor()
154 cursor.executemany(sqlTxt,listInput)
155 conn.commit()
156 return True
157 except Exception,e:
158 print msgOutput('数据文件入库失败,原因: %s...' %str( e ).replace("\n","") ,0)
159 conn.close()
160 sys.exit(0)
161
162 def main():
163 flag = '|(这里是文件中数据与数据之间的分割符)'
164 fileName = '文件的名称(全路径)'
165 tableName = 'temp_file_load_cs'
166 print msgOutput('%s开始运行...' %nameReplace,1)
167 fileLoad(fileName,flag,tableName,"mr_copyright","mr_songid","mr_songname","mr_singerid","mr_singer")
168 print msgOutput('\033[1;32m%s序运行结束...\033[0m' %nameReplace,1)
169
170 if __name__=='__main__':
171 main()
下面是程序的运行结果:
http://www.cnblogs.com/hexj0623/p/data:image/png;base64,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
可以看出,我是每次入库20万条数据!360多万条数据入库用了一分三十三秒钟,总体来说速度还是不错的!
由于面向对象还不熟练,这次主要是python的面向过程编程,下次将该程序改成面向对象处理!
ps:本文为博主原创文章,由于功底不好,请勿随意转载!
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