import wmi_client_wrapper as wmi
wmic = wmi.WmiClientWrapper(
username="Administrator",
password="password",
host="192.168.1.149",
)
output = wmic.query("SELECT * FROM Win32_Processor")
你应该改变思路，应该是在远程的机器上监听文件的变化，再把结果传递过来最近在网上看到python有个pyinotify模块，其中他们可以监控文件夹内的文件的创建，修改，读取，删除等系列操作，我修改了下，添加了可以吧操作记录写到日志里的一点方法，下面就贴出代码了给大家分享下：#!/usr/bin/env python
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<span style="font-family: verdana, Arial, Helvetica, sans-serif"><span>import os
import datetime
import pyinotify
import logging
class MyEventHandler(pyinotify.ProcessEvent):
logging.basicConfig(level=logging.INFO,filename='/var/log/monitor.log')
#自定义写入那个文件，可以自己修改
logging.info("Starting monitor...")
def process_IN_ACCESS(self, event):
print "ACCESS event:", event.pathname
logging.info("ACCESS event : %s %s" % (os.path.join(event.path,event.name),datetime.datetime.now()))
def process_IN_ATTRIB(self, event):
print "ATTRIB event:", event.pathname
logging.info("IN_ATTRIB event : %s %s" % (os.path.join(event.path,event.name),datetime.datetime.now()))
def process_IN_CLOSE_NOWRITE(self, event):
print "CLOSE_NOWRITE event:", event.pathname
logging.info("CLOSE_NOWRITE event : %s %s" % (os.path.join(event.path,event.name),datetime.datetime.now()))
def process_IN_CLOSE_WRITE(self, event):
print "CLOSE_WRITE event:", event.pathname
logging.info("CLOSE_WRITE event : %s %s" % (os.path.join(event.path,event.name),datetime.datetime.now()))
def process_IN_CREATE(self, event):
print "CREATE event:", event.pathname
logging.info("CREATE event : %s %s" % (os.path.join(event.path,event.name),datetime.datetime.now()))
def process_IN_DELETE(self, event):
print "DELETE event:", event.pathname
logging.info("DELETE event : %s %s" % (os.path.join(event.path,event.name),datetime.datetime.now()))
def process_IN_MODIFY(self, event):
print "MODIFY event:", event.pathname
logging.info("MODIFY event : %s %s" % (os.path.join(event.path,event.name),datetime.datetime.now()))
def process_IN_OPEN(self, event):
print "OPEN event:", event.pathname
logging.info("OPEN event : %s %s" % (os.path.join(event.path,event.name),datetime.datetime.now()))
def main():
# watch manager
wm = pyinotify.WatchManager()
wm.add_watch('/tmp', pyinotify.ALL_EVENTS, rec=True)
#/tmp是可以自己修改的监控的目录
# event handler
eh = MyEventHandler()
# notifier
notifier = pyinotify.Notifier(wm, eh)
notifier.loop()
if __name__ == '__main__':
main()
</span></span>
下面来看看效果如何呢：我在代码定义的是监控tmp目录下的变化：
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<span style="font-family: verdana, Arial, Helvetica, sans-serif"><span>[root@centos6 monitor-folder]# python total-monitor.py
OPEN event: /tmp/.ICE-unix
CLOSE_NOWRITE event: /tmp/.ICE-unix
OPEN event: /tmp
CLOSE_NOWRITE event: /tmp
OPEN event: /tmp
CLOSE_NOWRITE event: /tmp
DELETE event: /tmp/aa
DELETE event: /tmp/adduser.conf
DELETE event: /tmp/adjtime
DELETE event: /tmp/aliases
DELETE event: /tmp/bash.bashrc
DELETE event: /tmp/bindresvport.blacklist
DELETE event: /tmp/environment
DELETE event: /tmp/fstab
DELETE event: /tmp/ipt.err
DELETE event: /tmp/ipt.out
DELETE event: /tmp/krb5.conf
DELETE event: /tmp/odbc.ini
DELETE event: /tmp/odbcinst.ini
DELETE event: /tmp/timezone
DELETE event: /tmp/ucf.conf
DELETE event: /tmp/warnquota.conf
DELETE event: /tmp/wgetrc
DELETE event: /tmp/xinetd.conf
CREATE event: /tmp/aa
OPEN event: /tmp/aa
ATTRIB event: /tmp/aa
CLOSE_WRITE event: /tmp/aa
CREATE event: /tmp/bb
OPEN event: /tmp/bb
ATTRIB event: /tmp/bb
CLOSE_WRITE event: /tmp/bb
CREATE event: /tmp/cc
OPEN event: /tmp/cc
ATTRIB event: /tmp/cc
CLOSE_WRITE event: /tmp/cc
上面是打印出来的监控状态，下面是我的操作代码：
[root@centos6 tmp]# ls
aabash.bashrc ipt.errodbcinst.iniwgetrc
adduser.conf bindresvport.blacklist ipt.outtimezonexinetd.conf
adjtime environment krb5.conf ucf.conf
aliases fstab odbc.ini warnquota.conf
[root@centos6 tmp]# rm -rf *
[root@centos6 tmp]# touch aa
[root@centos6 tmp]# touch bb
[root@centos6 tmp]# touch cc
[root@centos6 tmp]#
</span></span>
上面是直接打印出来的，下面在看看我吧操作记录在日志文件里面，也可以看下日志文件的记录：
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<span style="font-family: verdana, Arial, Helvetica, sans-serif"><span>INFO:root:Starting monitor...
INFO:root:OPEN event : /tmp/.ICE-unix 2011-10-27 13:31:57.219168
INFO:root:CLOSE_NOWRITE event : /tmp/.ICE-unix 2011-10-27 13:31:57.219609
INFO:root:OPEN event : /tmp/ 2011-10-27 13:32:21.395228
INFO:root:CLOSE_NOWRITE event : /tmp/ 2011-10-27 13:32:21.398105
INFO:root:OPEN event : /tmp/ 2011-10-27 13:32:25.108997
INFO:root:CLOSE_NOWRITE event : /tmp/ 2011-10-27 13:32:25.110239
INFO:root:CREATE event : /tmp/aa 2011-10-27 13:32:28.004863
INFO:root:OPEN event : /tmp/aa 2011-10-27 13:32:28.005860
INFO:root:IN_ATTRIB event : /tmp/aa 2011-10-27 13:32:28.006723
INFO:root:CLOSE_WRITE event : /tmp/aa 2011-10-27 13:32:28.014617
INFO:root:CREATE event : /tmp/bb 2011-10-27 13:32:30.149758
INFO:root:OPEN event : /tmp/bb 2011-10-27 13:32:30.164415
INFO:root:IN_ATTRIB event : /tmp/bb 2011-10-27 13:32:30.164877
INFO:root:CLOSE_WRITE event : /tmp/bb 2011-10-27 13:32:30.165303
INFO:root:CREATE event : /tmp/cc 2011-10-27 13:32:32.725418
INFO:root:OPEN event : /tmp/cc 2011-10-27 13:32:32.726367
INFO:root:IN_ATTRIB event : /tmp/cc 2011-10-27 13:32:32.727229
INFO:root:CLOSE_WRITE event : /tmp/cc 2011-10-27 13:32:32.735052
INFO:root:CREATE event : /tmp/dd 2011-10-27 13:32:39.771041
INFO:root:OPEN event : /tmp/dd 2011-10-27 13:32:39.780881
INFO:root:IN_ATTRIB event : /tmp/dd 2011-10-27 13:32:39.781455
INFO:root:CLOSE_WRITE event : /tmp/dd 2011-10-27 13:32:39.781893
INFO:root:Starting monitor...
INFO:root:OPEN event : /tmp/.ICE-unix 2011-10-27 14:01:43.742477
INFO:root:CLOSE_NOWRITE event : /tmp/.ICE-unix 2011-10-27 14:01:43.742915
INFO:root:OPEN event : /tmp/ 2011-10-27 14:01:50.579778
INFO:root:CLOSE_NOWRITE event : /tmp/ 2011-10-27 14:01:50.581317
INFO:root:DELETE event : /tmp/aa 2011-10-27 14:01:54.999528
INFO:root:DELETE event : /tmp/bb 2011-10-27 14:01:58.995966
INFO:root:DELETE event : /tmp/cc 2011-10-27 14:02:02.795950
INFO:root:DELETE event : /tmp/dd 2011-10-27 14:02:06.284208
INFO:root:OPEN event : /tmp/ 2011-10-27 14:02:07.738560
INFO:root:CLOSE_NOWRITE event : /tmp/ 2011-10-27 14:02:07.741922
INFO:root:CREATE event : /tmp/aa 2011-10-27 14:02:11.110322
INFO:root:OPEN event : /tmp/aa 2011-10-27 14:02:11.113150
INFO:root:IN_ATTRIB event : /tmp/aa 2011-10-27 14:02:11.116381
INFO:root:CLOSE_WRITE event : /tmp/aa 2011-10-27 14:02:11.118382
INFO:root:Starting monitor...
INFO:root:OPEN event : /tmp/.ICE-unix 2011-10-27 21:39:12.520432
INFO:root:CLOSE_NOWRITE event : /tmp/.ICE-unix 2011-10-27 21:39:12.520879
INFO:root:OPEN event : /tmp/ 2011-10-27 21:39:23.784759
INFO:root:CLOSE_NOWRITE event : /tmp/ 2011-10-27 21:39:23.793211
INFO:root:OPEN event : /tmp/ 2011-10-27 21:39:33.916232
INFO:root:CLOSE_NOWRITE event : /tmp/ 2011-10-27 21:39:33.916823
INFO:root:DELETE event : /tmp/aa 2011-10-27 21:39:33.939008
INFO:root:DELETE event : /tmp/adduser.conf 2011-10-27 21:39:33.958143
INFO:root:DELETE event : /tmp/adjtime 2011-10-27 21:39:33.962497
INFO:root:DELETE event : /tmp/aliases 2011-10-27 21:39:33.978506
INFO:root:DELETE event : /tmp/bash.bashrc 2011-10-27 21:39:33.980834
INFO:root:DELETE event : /tmp/bindresvport.blacklist 2011-10-27 21:39:33.997176
INFO:root:DELETE event : /tmp/environment 2011-10-27 21:39:33.997683
INFO:root:DELETE event : /tmp/fstab 2011-10-27 21:39:33.998110
INFO:root:DELETE event : /tmp/ipt.err 2011-10-27 21:39:33.998532
INFO:root:DELETE event : /tmp/ipt.out 2011-10-27 21:39:34.000360
INFO:root:DELETE event : /tmp/krb5.conf 2011-10-27 21:39:34.000816
INFO:root:DELETE event : /tmp/odbc.ini 2011-10-27 21:39:34.002217
INFO:root:DELETE event : /tmp/odbcinst.ini 2011-10-27 21:39:34.002675
INFO:root:DELETE event : /tmp/timezone 2011-10-27 21:39:34.003110
INFO:root:DELETE event : /tmp/ucf.conf 2011-10-27 21:39:34.003538
INFO:root:DELETE event : /tmp/warnquota.conf 2011-10-27 21:39:34.018152
INFO:root:DELETE event : /tmp/wgetrc 2011-10-27 21:39:34.018641
INFO:root:DELETE event : /tmp/xinetd.conf 2011-10-27 21:39:34.041880
INFO:root:CREATE event : /tmp/aa 2011-10-27 21:39:40.639965
INFO:root:OPEN event : /tmp/aa 2011-10-27 21:39:40.640914
INFO:root:IN_ATTRIB event : /tmp/aa 2011-10-27 21:39:40.647835
INFO:root:CLOSE_WRITE event : /tmp/aa 2011-10-27 21:39:40.652158
INFO:root:CREATE event : /tmp/bb 2011-10-27 21:39:43.064526
INFO:root:OPEN event : /tmp/bb 2011-10-27 21:39:43.070849
INFO:root:IN_ATTRIB event : /tmp/bb 2011-10-27 21:39:43.071329
INFO:root:CLOSE_WRITE event : /tmp/bb 2011-10-27 21:39:43.071762
INFO:root:CREATE event : /tmp/cc 2011-10-27 21:39:47.046752
INFO:root:OPEN event : /tmp/cc 2011-10-27 21:39:47.051537
INFO:root:IN_ATTRIB event : /tmp/cc 2011-10-27 21:39:47.056211
INFO:root:CLOSE_WRITE event : /tmp/cc 2011-10-27 21:39:47.057490
[root@centos6 tmp]#</span></span>
1. 如果还需要Deep Learning方面的东西的话，可以考虑Theano或者Keras。这两个东西可能会用在分析新闻数据方面。不过不是很推荐使用这类方法去做量化模型，因为计算量实在是太大，成本很高。2. 交易框架方面，除了vn.py，还推荐PyAlgoTrade框架，github上可以搜到。私以为这个框架比vn.py牛逼太多了，毕竟是一个在金融IT领域混迹近20年的老妖的作品，架构设计不是一般的优秀。
3. 国内的话，ricequant是个不错的选择，虽然使用的是Java，但是团队我见过，都是做金融IT出身的，基本上都有7、8年以上经验，底层功底非常扎实，做事情都很靠谱。现在他们也在考虑把SDK扩展到Python这边。
4. 国内的行情和交易接口，使用的是自己的协议（比如CTP接口使用的是FTD协议），而不是国际上广泛使用的FIX协议，并且都不开源。如果需要连接行情，还需要考虑将接口SDK为python封装一下。（修改：评论中有人提到很多券商也开放了FIX接口，不过似乎是在内网使用）
5. 有人谈到数据库了，这里我也说一下，对于高频tick级别的数据，其量级可以达到每天TB级别，普通的关系数据库是扛不住的。如果试图使用传统的关系数据库，比如Oracle之类的可以省省了。对付这种级别的数据，采用文件系统+内存索引会更好。不过这种场景，一般也就是机构里面能碰到了，个人quant可以不用考虑。
