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Python監(jiān)控服務(wù)器實(shí)用工具psutil使用解析

更新時(shí)間：2019年12月19日 11:15:14 作者：Python探索牛

這篇文章主要介紹了Python監(jiān)控服務(wù)器實(shí)用工具psutil使用解析,文中通過(guò)示例代碼介紹的非常詳細(xì)，對(duì)大家的學(xué)習(xí)或者工作具有一定的參考學(xué)習(xí)價(jià)值,需要的朋友可以參考下

服務(wù)器的監(jiān)控通過(guò)安裝一些常用的監(jiān)控軟件之外，有時(shí)也需要運(yùn)行一些shell或Python腳本；shell下可以使用系統(tǒng)自帶的ps/free/top/df等shell命令，Python可以調(diào)用subprocess等模塊來(lái)運(yùn)行shell命令，不過(guò)這么做就比較麻煩。這里有一個(gè)比較好用的第三方模塊：psutil。

psutil是一個(gè)跨平臺(tái)的庫(kù)，用于在Python中檢索有關(guān)運(yùn)行進(jìn)程和系統(tǒng)利用率（CPU，內(nèi)存，磁盤(pán)，網(wǎng)絡(luò)，傳感器）的信息。它主要用于系統(tǒng)監(jiān)視，分析，限制進(jìn)程資源和運(yùn)行進(jìn)程的管理。它實(shí)現(xiàn)了UNIX命令行工具提供的許多功能，例如：ps，top，lsof，netstat，ifconfig，who，df，kill，free，nice，ionice，iostat，iotop，uptime，pidof，tty，taskset，pmap。 psutil目前支持以下平臺(tái)：

Linux
Windows
OSX,
FreeBSD, OpenBSD, NetBSD
Sun Solaris
AIX

...

等裝有Python2.6至3.6的32-bit和64-bit架構(gòu). 也可以在PyPy上運(yùn)行。

安裝

文中示例均在Python版本3.6環(huán)境下運(yùn)行；

# pip3 install psutil

常用模塊

獲取psutil版本信息

In [1]: import psutil
In [2]: psutil.version_info
Out[2]: (5, 4, 3

獲取CPU信息

In [3]: psutil.cpu_count() # 邏輯CPU核數(shù)
Out[3]: 4
In [4]: psutil.cpu_count(logical=False) # 物理CPU核數(shù)
Out[4]: 2
In [5]: psutil.cpu_times() # CPU的用戶、系統(tǒng)、空閑時(shí)間
Out[5]: scputimes(user=240773.0, nice=0.0, system=96416.32, idle=1161930.41)
In [9]: psutil.cpu_percent(percpu=True) # 獲取每個(gè)CPU的使用率，類似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)] #設(shè)置每秒刷新時(shí)間間隔，統(tǒng)計(jì)十次的結(jié)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]]

獲取內(nèi)存信息

In [13]: psutil.virtual_memory() #獲取內(nèi)存統(tǒng)計(jì)數(shù)據(jù)，單位bytes，我這里8G內(nèi)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() # 獲取swap的統(tǒng)計(jì)數(shù)據(jù)
Out[14]: sswap(total=2147483648, used=1340866560, free=806617088, percent=62.4, sin=126090076160, sout=3524710400)

獲取磁盤(pán)信息

In [17]: psutil.disk_partitions() #獲取磁盤(pán)分區(qū)信息
Out[17]: [sdiskpart(device='/dev/disk1', mountpoint='/', fstype='hfs', opts='rw,local,rootfs,dovolfs,journaled,multilabel')]
In [20]: psutil.disk_usage('/') # 獲取分區(qū)使用情況，這里使用了25.4%
Out[20]: sdiskusage(total=499055067136, used=126482944000, free=372309979136, percent=25.4)
In [22]: psutil.disk_io_counters() #磁盤(pán)IO情況
Out[22]: sdiskio(read_count=7364142, write_count=6510641, read_bytes=282106464256, write_bytes=261763244544, read_time=2608778, write_time=1095259)

獲取網(wǎng)絡(luò)信息

In [23]: psutil.net_if_stats() # 獲取網(wǎng)卡接口狀態(tài)
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") #獲取單個(gè)網(wǎng)卡en0的狀態(tài)
Out[25]: snicstats(isup=True, duplex=<NicDuplex.NIC_DUPLEX_UNKNOWN: 0>, speed=0, mtu=1500)
In [26]: psutil.net_if_addrs() # 獲取所有網(wǎng)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')]}
# 獲取en0網(wǎng)卡的地址， 這里包括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() # 獲取網(wǎng)絡(luò)讀寫(xiě)字節(jié)/包的個(gè)數(shù)
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() # 獲取網(wǎng)絡(luò)連接信息，注意這里需要root權(quán)限。

獲取進(jìn)程信息：

In [46]: psutil.pids() # 獲取所有進(jìn)程ID
In [47]: psutil.Process(61) # 獲取指定PID的進(jìn)程信息
Out[47]: psutil.Process(pid=61, name='dsAccessService', started='2018-02-26 09:57:04')
In [49]: psutil.Process(45573).exe() # 獲取進(jìn)程的exe路徑
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() # 獲取進(jìn)程名稱
Out[50]: 'Python'
In [52]: psutil.Process(45573).cmdline() # 獲取進(jìn)程啟動(dòng)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() # 獲取進(jìn)程的線程數(shù)量
Out[56]: 3
In [57]: psutil.Process(45573).environ() # 獲取進(jìn)程的環(huán)境變量信息

總結(jié)：

使用psutil模塊可以做到比較全面的對(duì)系統(tǒng)的監(jiān)控，如果你正在考慮用Python做一個(gè)監(jiān)控系統(tǒng)或者腳本工具，可以有些考慮此模塊。

以上就是本文的全部?jī)?nèi)容，希望對(duì)大家的學(xué)習(xí)有所幫助，也希望大家多多支持腳本之家。

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