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Python中用psycopg2模块操作PostgreSQL方法

更新时间:2020-05-12 15:00:01 作者:startmvc
其实在Python中可以用来连接PostgreSQL的模块很多,这里比较推荐psycopg2。psycopg2安装起来非常

其实在Python中可以用来连接PostgreSQL的模块很多,这里比较推荐psycopg2。psycopg2安装起来非常的简单(pip install psycopg2),这里主要重点介绍下如何使用。

安装psycopg2模块:

怎么验证是否已经安装过psycopy2?

编写上面代码,运行看是否抛出缺少psycopg2模块。

安装方法1:

1)使用psycopg2-2.4.2.win-amd64-py2.7-pg9.0.4-release.exe安装,下载地址:http://vdisk.weibo.com/s/Cd8pPaw56Ozys

直接运行exe,不出错误,运行上边代码验证代码无错误,基本算是安装完成了。

2)怎么卸载?

2.1)找到安装目录:C:\Python27,发现下边包含文件:Removepsycopg2.exe,运行,来删除;

2.2)如果运行失败的话,进入目录:C:\Python27\Lib\site-packages下,找到psycopg2文件夹和psycopg2-2.4.2-py2.7.egg-info文件,右键删除。

2.3)运行上边的代码,确认是否删除成功。

安装方法2:

使用.whl安装,下载地址:https://pypi.python.org/pypi/psycopg2/

下载文件:psycopg2-2.6.2-cp27-none-win_amd64.whl

我这里把psycopg2-2.6.2-cp27-none-win_amd64.whl拷贝到安装目录下Scripts文件夹中。

cmd中运行代码:pip install C:\Python27\Scripts\psycopg2-2.6.2-cp27-none-win_amd64.whl

运行上边的代码,确认是否删除成功。

通过psycopg2操作数据库:

使用账户postgres,创建测试数据库testdb。

参考yiibai.comAPI:

S.N. API & 描述

1 psycopg2.connect(database="testdb", user="postgres", password="cohondob", host="127.0.0.1", port="5432")

这个API打开一个连接到PostgreSQL数据库。如果成功打开数据库时,它返回一个连接对象。

2 connection.cursor()

该程序创建一个光标将用于整个数据库使用Python编程。

3 cursor.execute(sql [, optional parameters])

此例程执行SQL语句。可被参数化的SQL语句(即占位符,而不是SQL文字)。 psycopg2的模块支持占位符用%s标志

例如:cursor.execute("insert into people values (%s, %s)", (who, age))

4 curosr.executemany(sql, seq_of_parameters)

该程序执行SQL命令对所有参数序列或序列中的sql映射。

5 curosr.callproc(procname[, parameters])

这个程序执行的存储数据库程序给定的名称。该程序预计为每一个参数,参数的顺序必须包含一个条目。

6 cursor.rowcount

这个只读属性,它返回数据库中的行的总数已修改,插入或删除最后 execute*().

7 connection.commit()

此方法提交当前事务。如果不调用这个方法,无论做了什么修改,自从上次调用commit()是不可见的,从其他的数据库连接。

8 connection.rollback()

此方法会回滚任何更改数据库自上次调用commit()方法。

9 connection.close()

此方法关闭数据库连接。请注意,这并不自动调用commit()。如果你只是关闭数据库连接而不调用commit()方法首先,那么所有更改将会丢失!

10 cursor.fetchone()

这种方法提取的查询结果集的下一行,返回一个序列,或者无当没有更多的数据是可用的。

11 cursor.fetchmany([size=cursor.arraysize])

这个例程中取出下一个组的查询结果的行数,返回一个列表。当没有找到记录,返回空列表。该方法试图获取尽可能多的行所显示的大小参数。

12 cursor.fetchall()

这个例程获取所有查询结果(剩余)行,返回一个列表。空行时则返回空列表。

打开数据库连接:


import os
import sys
import psycopg2
def connectPostgreSQL():
conn = psycopg2.connect(database="testdb", user="postgres", password="new.1234", host="127.0.0.1", port="5432")
print 'connect successful!'
if __name__=='__main__':
connectPostgreSQL()

创建表操作:


import os
import sys
import psycopg2
def connectPostgreSQL():
conn = psycopg2.connect(database="testdb", user="postgres", password="new.1234", host="127.0.0.1", port="5432")
print 'connect successful!'
cursor=conn.cursor()
cursor.execute('''create table public.member(
id integer not null primary key,
name varchar(32) not null,
password varchar(32) not null,
singal varchar(128)
)''')
conn.commit()
conn.close()
print 'table public.member is created!'
if __name__=='__main__':
connectPostgreSQL()

Insert 操作:


import os
 import sys
 import psycopg2
 
 def connectPostgreSQL():
 conn = psycopg2.connect(database="testdb", user="postgres", password="new.1234", host="127.0.0.1", port="5432")
 print 'connect successful!'
 cursor=conn.cursor()
 cursor.execute('''create table public.member(
 id integer not null primary key,
 name varchar(32) not null,
 password varchar(32) not null,
 singal varchar(128)
 )''')
 conn.commit()
 conn.close()
 print 'table public.member is created!'
 def insertOperate():
 conn = psycopg2.connect(database="testdb", user="postgres", password="new.1234", host="127.0.0.1", port="5432")
 cursor=conn.cursor()
 cursor.execute("insert into public.member(id,name,password,singal)\
 values(1,'member0','password0','signal0')")
 cursor.execute("insert into public.member(id,name,password,singal)\
 values(2,'member1','password1','signal1')")
 cursor.execute("insert into public.member(id,name,password,singal)\
 values(3,'member2','password2','signal2')")
 cursor.execute("insert into public.member(id,name,password,singal)\
 values(4,'member3','password3','signal3')")
 conn.commit()
 conn.close()
 
 print 'insert records into public.memmber successfully'
 
 if __name__=='__main__':
 #connectPostgreSQL()
insertOperate()

Select 操作:


import os
 import sys
 import psycopg2
 
 def connectPostgreSQL():
 conn = psycopg2.connect(database="testdb", user="postgres", password="new.1234", host="127.0.0.1", port="5432")
 print 'connect successful!'
 cursor=conn.cursor()
 cursor.execute('''create table public.member(
 id integer not null primary key,
 name varchar(32) not null,
 password varchar(32) not null,
 singal varchar(128)
 )''')
 conn.commit()
 conn.close()
 print 'table public.member is created!'
 
 def insertOperate():
 conn = psycopg2.connect(database="testdb", user="postgres", password="new.1234", host="127.0.0.1", port="5432")
 cursor=conn.cursor()
 cursor.execute("insert into public.member(id,name,password,singal)\
 values(1,'member0','password0','signal0')")
 cursor.execute("insert into public.member(id,name,password,singal)\
 values(2,'member1','password1','signal1')")
 cursor.execute("insert into public.member(id,name,password,singal)\
 values(3,'member2','password2','signal2')")
 cursor.execute("insert into public.member(id,name,password,singal)\
 values(4,'member3','password3','signal3')")
 conn.commit()
 conn.close()
 
 print 'insert records into public.memmber successfully'
 
 def selectOperate():
 conn = psycopg2.connect(database="testdb", user="postgres", password="new.1234", host="127.0.0.1", port="5432")
 cursor=conn.cursor()
 cursor.execute("select id,name,password,singal from public.member where id>2")
 rows=cursor.fetchall()
 for row in rows:
 print 'id=',row[0], ',name=',row[1],',pwd=',row[2],',singal=',row[3],'\n'
 conn.close()
 
 if __name__=='__main__':
 #connectPostgreSQL()
 #insertOperate()
 selectOperate()

结果:


Python 2.7.12 (v2.7.12:d33e0cf91556, Jun 27 2016, 15:24:40) [MSC v.1500 64 bit (AMD64)] on win32
Type "copyright", "credits" or "license()" for more information.
>>> 
========== RESTART: C:\Users\Administrator\Desktop\mutilpleTest.py ==========
id= 3 ,name= member2 ,pwd= password2 ,singal= signal2 

id= 4 ,name= member3 ,pwd= password3 ,singal= signal3 

>>> 

update操作:


 import os
 import sys
 import psycopg2
 
 def connectPostgreSQL():
 conn = psycopg2.connect(database="testdb", user="postgres", password="new.1234", host="127.0.0.1", port="5432")
 print 'connect successful!'
 cursor=conn.cursor()
 cursor.execute('''create table public.member(
 id integer not null primary key,
 name varchar(32) not null,
 password varchar(32) not null,
 singal varchar(128)
 )''')
 conn.commit()
 conn.close()
 print 'table public.member is created!'
 
 def insertOperate():
 conn = psycopg2.connect(database="testdb", user="postgres", password="new.1234", host="127.0.0.1", port="5432")
 cursor=conn.cursor()
 cursor.execute("insert into public.member(id,name,password,singal)\
 values(1,'member0','password0','signal0')")
 cursor.execute("insert into public.member(id,name,password,singal)\
 values(2,'member1','password1','signal1')")
 cursor.execute("insert into public.member(id,name,password,singal)\
 values(3,'member2','password2','signal2')")
 cursor.execute("insert into public.member(id,name,password,singal)\
 values(4,'member3','password3','signal3')")
 conn.commit()
 conn.close()
 
 print 'insert records into public.memmber successfully'
 
 def selectOperate():
 conn = psycopg2.connect(database="testdb", user="postgres", password="new.1234", host="127.0.0.1", port="5432")
 cursor=conn.cursor()
 cursor.execute("select id,name,password,singal from public.member where id>2")
 rows=cursor.fetchall()
 for row in rows:
 print 'id=',row[0], ',name=',row[1],',pwd=',row[2],',singal=',row[3],'\n'
 conn.close()
 
 def updateOperate():
 conn = psycopg2.connect(database="testdb", user="postgres", password="new.1234", host="127.0.0.1", port="5432")
 cursor=conn.cursor()
 cursor.execute("update public.member set name='update ...' where id=2")
 conn.commit()
 print "Total number of rows updated :", cursor.rowcount
 
 cursor.execute("select id,name,password,singal from public.member")
 rows=cursor.fetchall()
 for row in rows:
 print 'id=',row[0], ',name=',row[1],',pwd=',row[2],',singal=',row[3],'\n'
 conn.close()
 
 if __name__=='__main__':
 #connectPostgreSQL()
 #insertOperate()
 #selectOperate()
 updateOperate()

结果:


Python 2.7.12 (v2.7.12:d33e0cf91556, Jun 27 2016, 15:24:40) [MSC v.1500 64 bit (AMD64)] on win32
Type "copyright", "credits" or "license()" for more information.
>>> 
========== RESTART: C:\Users\Administrator\Desktop\mutilpleTest.py ==========
Total number of rows updated : 1
id= 1 ,name= member0 ,pwd= password0 ,singal= signal0 

id= 3 ,name= member2 ,pwd= password2 ,singal= signal2 

id= 4 ,name= member3 ,pwd= password3 ,singal= signal3 

id= 2 ,name= update ... ,pwd= password1 ,singal= signal1 

>>> 

Delete操作:


 import os
 import sys
 import psycopg2
 
 def connectPostgreSQL():
 conn = psycopg2.connect(database="testdb", user="postgres", password="new.1234", host="127.0.0.1", port="5432")
 print 'connect successful!'
 cursor=conn.cursor()
 cursor.execute('''create table public.member(
 id integer not null primary key,
 name varchar(32) not null,
 password varchar(32) not null,
 singal varchar(128)
 )''')
 conn.commit()
 conn.close()
 print 'table public.member is created!'
 
 def insertOperate():
 conn = psycopg2.connect(database="testdb", user="postgres", password="new.1234", host="127.0.0.1", port="5432")
 cursor=conn.cursor()
 cursor.execute("insert into public.member(id,name,password,singal)\
 values(1,'member0','password0','signal0')")
 cursor.execute("insert into public.member(id,name,password,singal)\
 values(2,'member1','password1','signal1')")
 cursor.execute("insert into public.member(id,name,password,singal)\
 values(3,'member2','password2','signal2')")
 cursor.execute("insert into public.member(id,name,password,singal)\
 values(4,'member3','password3','signal3')")
 conn.commit()
 conn.close()
 
 print 'insert records into public.memmber successfully'
 
 def selectOperate():
 conn = psycopg2.connect(database="testdb", user="postgres", password="new.1234", host="127.0.0.1", port="5432")
 cursor=conn.cursor()
 cursor.execute("select id,name,password,singal from public.member where id>2")
 rows=cursor.fetchall()
 for row in rows:
 print 'id=',row[0], ',name=',row[1],',pwd=',row[2],',singal=',row[3],'\n'
 conn.close()
 
 def updateOperate():
 conn = psycopg2.connect(database="testdb", user="postgres", password="new.1234", host="127.0.0.1", port="5432")
 cursor=conn.cursor()
 cursor.execute("update public.member set name='update ...' where id=2")
 conn.commit()
 print "Total number of rows updated :", cursor.rowcount
 
 cursor.execute("select id,name,password,singal from public.member")
 rows=cursor.fetchall()
 for row in rows:
 print 'id=',row[0], ',name=',row[1],',pwd=',row[2],',singal=',row[3],'\n'
 conn.close()
 
 def deleteOperate():
 conn = psycopg2.connect(database="testdb", user="postgres", password="new.1234", host="127.0.0.1", port="5432") 
 cursor=conn.cursor()
 
 cursor.execute("select id,name,password,singal from public.member")
 rows=cursor.fetchall()
 for row in rows:
 print 'id=',row[0], ',name=',row[1],',pwd=',row[2],',singal=',row[3],'\n'
 
 print 'begin delete'
 cursor.execute("delete from public.member where id=2")
 conn.commit() 
 print 'end delete'
 print "Total number of rows deleted :", cursor.rowcount
 
 cursor.execute("select id,name,password,singal from public.member")
 rows=cursor.fetchall()
 for row in rows:
 print 'id=',row[0], ',name=',row[1],',pwd=',row[2],',singal=',row[3],'\n'
 conn.close()
 
 if __name__=='__main__':
 #connectPostgreSQL()
 #insertOperate()
 #selectOperate()
 #updateOperate()
 deleteOperate()

结果:


Python 2.7.12 (v2.7.12:d33e0cf91556, Jun 27 2016, 15:24:40) [MSC v.1500 64 bit (AMD64)] on win32
Type "copyright", "credits" or "license()" for more information.
>>> 
========== RESTART: C:\Users\Administrator\Desktop\mutilpleTest.py ==========
id= 1 ,name= member0 ,pwd= password0 ,singal= signal0 

id= 3 ,name= member2 ,pwd= password2 ,singal= signal2 

id= 4 ,name= member3 ,pwd= password3 ,singal= signal3 

id= 2 ,name= update ... ,pwd= password1 ,singal= signal1 

begin delete
end delete
Total number of rows deleted : 1
id= 1 ,name= member0 ,pwd= password0 ,singal= signal0 

id= 3 ,name= member2 ,pwd= password2 ,singal= signal2 

id= 4 ,name= member3 ,pwd= password3 ,singal= signal3 

>>> 

Python psycopg2 PostgreSQL