Python监控服务器利器--psutil
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2022-05-22 22:37:33
服务器的监控通过安装一些常用的监控软件之外,有时也需要运行一些shell或Python脚本;shell下可以使用系统自带的ps/free/top/df等shell命令,Python可以调用subprocess等模块来运行shell命令,不过这么做就比较麻烦。这里有一个比较好用的第三方模块:psuti ......
服务器的监控通过安装一些常用的监控软件之外,有时也需要运行一些shell或python脚本;shell下可以使用系统自带的ps/free/top/df等shell命令,python可以调用subprocess等模块来运行shell命令,不过这么做就比较麻烦。这里有一个比较好用的第三方模块:psutil。
psutil是一个跨平台的库,用于在python中检索有关运行进程和系统利用率(cpu,内存,磁盘,网络,传感器)的信息。它主要用于系统监视,分析,限制进程资源和运行进程的管理。它实现了unix命令行工具提供的许多功能,例如:ps,top,lsof,netstat,ifconfig,who,df,kill,free,nice,ionice,iostat,iotop,uptime,pidof,tty,taskset,pmap。 psutil目前支持以下平台:
- linux
- windows
- osx,
- freebsd, openbsd, netbsd
- sun solaris
- aix
...
等装有python2.6至3.6的32-bit和64-bit架构. 也可以在pypy上运行。
安装
文中示例均在python版本3.6环境下运行;
# pip3 install psutil
常用模块
获取psutil版本信息
in [1]: import psutil in [2]: psutil.version_info out[2]: (5, 4, 3
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获取cpu信息
in [3]: psutil.cpu_count() # 逻辑cpu核数 out[3]: 4 in [4]: psutil.cpu_count(logical=false) # 物理cpu核数 out[4]: 2 in [5]: psutil.cpu_times() # cpu的用户、系统、空闲时间 out[5]: scputimes(user=240773.0, nice=0.0, system=96416.32, idle=1161930.41) in [9]: psutil.cpu_percent(percpu=true) # 获取每个cpu的使用率,类似top命令 out[9]: [43.3, 22.0, 42.0, 23.0] in [10]: top = [psutil.cpu_percent(interval=i, percpu=true) for i in range(10)] #设置每秒刷新时间间隔,统计十次的结果 in [11]: top out[11]: [[40.8, 19.7, 38.5, 20.7], [25.7, 5.9, 13.0, 5.0], [35.0, 15.6, 30.0, 14.4], [23.7, 7.0, 18.3, 7.4], [38.5, 17.0, 34.2, 17.5], [37.2, 19.6, 36.3, 20.0], [29.6, 16.6, 28.8, 16.8], [37.7, 19.0, 35.4, 18.7], [30.8, 16.3, 26.9, 16.5], [44.2, 27.9, 41.5, 28.6]]
获取内存信息
in [13]: psutil.virtual_memory() #获取内存统计数据,单位bytes,我这里8g内存 out[13]: svmem(total=8589934592, available=1891045376, percent=78.0, used=6053986304, free=15130624, active=1878392832, inactive=1875914752, wired=2299678720) in [14]: psutil.swap_memory() # 获取swap的统计数据 out[14]: sswap(total=2147483648, used=1340866560, free=806617088, percent=62.4, sin=126090076160, sout=3524710400)
获取磁盘信息
in [17]: psutil.disk_partitions() #获取磁盘分区信息 out[17]: [sdiskpart(device='/dev/disk1', mountpoint='/', fstype='hfs', opts='rw,local,rootfs,dovolfs,journaled,multilabel')] in [20]: psutil.disk_usage('/') # 获取分区使用情况,这里使用了25.4% out[20]: sdiskusage(total=499055067136, used=126482944000, free=372309979136, percent=25.4) in [22]: psutil.disk_io_counters() #磁盘io情况 out[22]: sdiskio(read_count=7364142, write_count=6510641, read_bytes=282106464256, write_bytes=261763244544, read_time=2608778, write_time=1095259)
获取网络信息
in [23]: psutil.net_if_stats() # 获取网卡接口状态 out[23]: {'awdl0': snicstats(isup=true, duplex=<nicduplex.nic_duplex_unknown: 0>, speed=0, mtu=1484), 'bridge0': snicstats(isup=true, duplex=<nicduplex.nic_duplex_unknown: 0>, speed=0, mtu=1500), 'en0': snicstats(isup=true, duplex=<nicduplex.nic_duplex_unknown: 0>, speed=0, mtu=1500), 'en1': snicstats(isup=true, duplex=<nicduplex.nic_duplex_full: 2>, speed=0, mtu=1500), 'en2': snicstats(isup=true, duplex=<nicduplex.nic_duplex_full: 2>, speed=0, mtu=1500), 'gif0': snicstats(isup=false, duplex=<nicduplex.nic_duplex_unknown: 0>, speed=0, mtu=1280), 'lo0': snicstats(isup=true, duplex=<nicduplex.nic_duplex_unknown: 0>, speed=0, mtu=16384), 'p2p0': snicstats(isup=true, duplex=<nicduplex.nic_duplex_unknown: 0>, speed=0, mtu=2304), 'stf0': snicstats(isup=false, duplex=<nicduplex.nic_duplex_unknown: 0>, speed=0, mtu=1280), 'utun0': snicstats(isup=true, duplex=<nicduplex.nic_duplex_unknown: 0>, speed=0, mtu=2000), 'utun1': snicstats(isup=true, duplex=<nicduplex.nic_duplex_unknown: 0>, speed=0, mtu=1352)} in [25]: psutil.net_if_stats().get("en0") #获取单个网卡en0的状态 out[25]: snicstats(isup=true, duplex=<nicduplex.nic_duplex_unknown: 0>, speed=0, mtu=1500) in [26]: psutil.net_if_addrs() # 获取所有网卡的地址信息 out[26]: {'awdl0': [snic(family=<addressfamily.af_link: 18>, address='36:7d:f3:80:6e:4e', netmask=none, broadcast=none, ptp=none), snic(family=<addressfamily.af_inet6: 30>, address='fe80::347d:f3ff:fe80:6e4e%awdl0', netmask='ffff:ffff:ffff:ffff::', broadcast=none, ptp=none)], 'bridge0': [snic(family=<addressfamily.af_link: 18>, address='4a:00:02:c0:33:70', netmask=none, broadcast=none, ptp=none)], 'en0': [snic(family=<addressfamily.af_inet: 2>, address='192.168.0.101', netmask='255.255.255.0', broadcast='192.168.0.255', ptp=none), snic(family=<addressfamily.af_link: 18>, address='ac:bc:32:91:32:8b', netmask=none, broadcast=none, ptp=none), snic(family=<addressfamily.af_inet6: 30>, address='fe80::1476:ce7e:210a:2e32%en0', netmask='ffff:ffff:ffff:ffff::', broadcast=none, ptp=none)], 'en1': [snic(family=<addressfamily.af_link: 18>, address='4a:00:02:c0:33:70', netmask=none, broadcast=none, ptp=none)], 'en2': [snic(family=<addressfamily.af_link: 18>, address='4a:00:02:c0:33:71', netmask=none, broadcast=none, ptp=none)], 'lo0': [snic(family=<addressfamily.af_inet: 2>, address='127.0.0.1', netmask='255.0.0.0', broadcast=none, ptp=none), snic(family=<addressfamily.af_inet6: 30>, address='::1', netmask='ffff:ffff:ffff:ffff:ffff:ffff:ffff:ffff', broadcast=none, ptp=none), snic(family=<addressfamily.af_inet6: 30>, address='fe80::1%lo0', netmask='ffff:ffff:ffff:ffff::', broadcast=none, ptp=none)], 'p2p0': [snic(family=<addressfamily.af_link: 18>, address='0e:bc:32:91:32:8b', netmask=none, broadcast=none, ptp=none)], 'utun0': [snic(family=<addressfamily.af_inet6: 30>, address='fe80::583c:77a0:6b93:b045%utun0', netmask='ffff:ffff:ffff:ffff::', broadcast=none, ptp=none)], 'utun1': [snic(family=<addressfamily.af_inet: 2>, address='10.5.200.244', netmask=none, broadcast=none, ptp='10.5.200.244')]} # 获取en0网卡的地址, 这里包括mac和ipv6地址 in [40]: for addr in psutil.net_if_addrs().get("en0"): ...: print(addr.address) 192.168.0.101 ac:bc:32:91:32:8b fe80::1476:ce7e:210a:2e32%en0 in [43]: psutil.net_io_counters() # 获取网络读写字节/包的个数 out[43]: snetio(bytes_sent=174614221, bytes_recv=586279725, packets_sent=863903, packets_recv=873583, errin=0, errout=0, dropin=0, dropout=0) in [45]: psutil.net_connections() # 获取网络连接信息,注意这里需要root权限。
获取进程信息:
in [46]: psutil.pids() # 获取所有进程id in [47]: psutil.process(61) # 获取指定pid的进程信息 out[47]: psutil.process(pid=61, name='dsaccessservice', started='2018-02-26 09:57:04') in [49]: psutil.process(45573).exe() # 获取进程的exe路径 out[49]: '/usr/local/cellar/python3/3.6.3/frameworks/python.framework/versions/3.6/resources/python.app/contents/macos/python' in [50]: psutil.process(45573).name() # 获取进程名称 out[50]: 'python' in [52]: psutil.process(45573).cmdline() # 获取进程启动的命令 out[52]: ['/usr/local/cellar/python3/3.6.3/frameworks/python.framework/versions/3.6/resources/python.app/contents/macos/python', '/usr/local/bin/ptipython'] in [56]: psutil.process(45573).num_threads() # 获取进程的线程数量 out[56]: 3 in [57]: psutil.process(45573).environ() # 获取进程的环境变量信息
总结:
使用psutil模块可以做到比较全面的对系统的监控,如果你正在考虑用python做一个监控系统或者脚本工具,可以有些考虑此模块。
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