python监控系统资源最终版(CPU,内存,磁盘等)

Posted 北漂-boy

tags:

篇首语:本文由小常识网(cha138.com)小编为大家整理,主要介绍了python监控系统资源最终版(CPU,内存,磁盘等)相关的知识,希望对你有一定的参考价值。

#!/usr/bin/env python3
#-*- coding:utf-8 -*-
#create at 2018-12-07
‘this is a system monitor scripts‘
__author__="yjt"

import os
import time
import sys
import datetime
import socket
import psutil  
import re
import json

#以下是变量值,自己定义
CPUT = 2      #计算CPU利用率的时间间隔
NETT = 2      #计算网卡流量的时间间隔"""
#LOOPT = 2     """#脚本循环时间间隔"""

#获取系统基本信息"""
def baseinfo():
    hostname = socket.gethostname()
    user_conn = len(psutil.users())
    start_time = datetime.datetime.fromtimestamp(psutil.boot_time()).strftime("%Y-%m-%d %H:%M:%S")
    now_time = time.strftime(‘%Y-%m-%d %H:%M:%S‘,time.localtime(time.time()))
#    sys_runtime = time.strftime(‘%Y-%m-%d %H:%M:%S‘,time.localtime(time.time() - psutil.boot_time()))
    sys_runtime = os.popen(‘w‘).readline().split(‘users‘)[0].split(‘up‘)[1].strip()[:-1].strip()[:-1]
    process = os.popen(‘ps -ef |wc -l‘).read().split()[0]
    value = {"hostname":hostname,"user_conn":user_conn,"sys_start_time":start_time,"now_time":now_time,"sys_runtime":sys_runtime,"process":process}
    value_json = json.dumps(value)
    return value_json
print(‘‘)
print(baseinfo())
#获取CPU信息
def cpuinfo():
    ave_load = os.popen(‘uptime‘).readline().split(":")[-1].split()
    ave_load = ‘ ‘.join(ave_load) #CPU平均负载
    #以下四项值都是获取的瞬时值
    user_time = psutil.cpu_times().user  #用户态使用CPU时间
    sys_time = psutil.cpu_times().system #系统态使用CPU时间
    idle_time = psutil.cpu_times().idle #CPU空闲时间
    iowait_time = psutil.cpu_times().iowait #IO等待时间
    total_cpu = 0
    for i in range(len(psutil.cpu_times())):
        total_cpu += psutil.cpu_times()[i]  
    user_use = str(round(user_time / total_cpu * 100,2)) + ‘%‘
    sys_use = str(round(sys_time / total_cpu * 100,2)) + ‘%‘
    idle = str(round(idle_time / total_cpu * 100,2)) + ‘%‘
    iowait = str(round(iowait_time / total_cpu * 100,2)) + ‘%‘
    cpu_pre = str(psutil.cpu_percent(CPUT)) + "%"
    logical_cpu = psutil.cpu_count()
    pyhsical_cpu = psutil.cpu_count(logical=False)
    #获取CPU使用最高的前十行
    #top10 = len(os.popen(‘ps aux|grep -v PID|sort -rn -k +3|head -10‘).readlines())
#    dic1 = {"ave_load":ave_load,"user_use":user_use,"sys_use":sys_use,"idle":idle,"iowait":iowait,"cpu_pre":cpu_pre,"logical_cpu":logical_cpu,"pyhsical_cpu":pyhsical_cpu}
    l1,l2,l3,l4,l5,l6 = [],[],[],[],[],[]
    i = 0
    while i < 10:
        #user = os.popen(‘ps aux|grep -v PID|sort -rn -k +4|head‘).readlines().[info].split()[0]
        #pid = int(os.popen(‘ps aux|grep -v PID|sort -rn -k +3|head -10‘).readlines()[i].split()[1])
        #a = os.popen(‘ps aux |sort -k3 -nr‘).readlines()[i].split()
        try:
            info = ‘‘
            info = psutil.Process(int(os.popen("ps aux|grep -v PID|sort -rn -k +3").readlines()[i].split()[1]))
            #if bool(info):
            #pid = psutil.Process(int(os.popen(‘ps aux|grep -v PID|sort -rn -k +3‘).readlines()[i].split()[1])).pid
            pid = info.pid
            user = info.username()
            process_name = info.name()
            cpu_use = str(info.cpu_percent()) + ‘%‘
            status = info.status()
            l1.append(user)
            l2.append(pid)
            l3.append(cpu_use)
            l4.append(process_name)
            l5.append(status)
            i += 1
        except:
            pass
        continue
    c0 = []
    l = ["user","pid","cpu_use","process_name","status"]
    cpu_value = list(zip(l1,l2,l3,l4,l5))
    cpu_len = len(cpu_value)
    for i in range(cpu_len):
        c0.append(dict(zip(l,cpu_value[i])))
#def cpu():
#以下获取的是逻辑CPU的瞬时值
    with open(‘/proc/stat‘,‘r‘) as f:
        cpu_item = f.readlines()
    cpu_number,cpu_use = [],[]
    for i in cpu_item:
        if re.search("^cpu[0-9]{1,}",i):
            cpu_info = i
            cpu_info = cpu_info.split(‘ ‘)
            #cpu_number = cpu_info[0]
            cpu_number.append(cpu_info[0])
            cpu_total = 0
            for num in cpu_info:
                if num.isdigit():
                    cpu_total += float(num)
                cpu_free = float(cpu_info[4])
            cpu_u = str(round((1 - cpu_free / cpu_total) * 100 ,2)) + ‘%‘
            cpu_list = cpu_u.split()
            cpu_str = ‘‘.join(cpu_list)
            cpu_use.append(cpu_str)
    c1 = []
    cpu_l = ["cpu_number","cpu_use"]
    cpu_v = list(zip(cpu_number,cpu_use))
    cpu_len = len(cpu_v)
    for i in range(cpu_len):
        c1.append(dict(zip(cpu_l,cpu_v[i])))
    value =   {
                "ave_load":ave_load,
                "user_use":user_use,
                "sys_use":sys_use,
                "idle":idle,
                "iowait":iowait,
                "cpu_pre":cpu_pre,
                "logical_cpu":logical_cpu,
                "pyhsical_cpu":pyhsical_cpu,
                "logical_cpu_use":c1,
                "cpu_top10":c0
              }
    value_json = json.dumps(value)
    return value_json
print(‘‘)
print(cpuinfo())
#cpuinfo()
#获取内存信息
def meminfo():
    total_mem = str(round(psutil.virtual_memory().total / 1024 /1024/1024)) + ‘G‘
    use_mem = str(round(psutil.virtual_memory().used / 1024 /1024/1024)) + ‘G‘
    mem_percent = str(psutil.virtual_memory().percent) + ‘%‘
    free_mem = str(round(psutil.virtual_memory().free / 1024 /1024/1024)) + ‘G‘
    swap_mem = str(round(psutil.swap_memory().total / 1024 /1024/1024)) + "G"
    swap_use = str(round(psutil.swap_memory().used / 1024 /1024/1024 )) + ‘G‘
    swap_free = str(round(psutil.swap_memory().free / 1024 /1024/1024))  + ‘G‘
    swap_percent = str(psutil.swap_memory().percent) + ‘%‘
 #获取memory使用最高的前十行
    #top10 = len(os.popen(‘ps aux|grep -v PID|sort -rn -k +4|head -10‘).readlines())
#    dic1 = {"ave_load":ave_load,"user_use":user_use,"sys_use":sys_use,"idle":idle,"iowait":iowait,"cpu_pre":cpu_pre,"logical_cpu":logical_cpu,"pyhsical_cpu":pyhsical_cpu}
    l1,l2,l3,l4,l5,l6 = [],[],[],[],[],[]
    i = 0
    while i < 10:
        #user = os.popen(‘ps aux|grep -v PID|sort -rn -k +4|head‘).readlines().[info].split()[0]
        #pid = int(os.popen(‘ps aux|grep -v PID|sort -rn -k +4|head -10‘).readlines()[i].split()[1])
        try:
            info = psutil.Process(int(os.popen(‘ps aux|grep -v PID|sort -rn -k +4‘).readlines()[i].split()[1]))
            pid = info.pid
            user = info.username()
            process_name = info.name()
            mem_use = str(round(info.memory_percent(),2)) + ‘%‘
            status = info.status()
            l1.append(user)
            l2.append(pid)
            l3.append(mem_use)
            l4.append(process_name)
            l5.append(status)
            i += 1
        except:
            pass
        continue
    m0 = []
    l = ["user","pid","mem_use","process_name","status"]
    mem_value = list(zip(l1,l2,l3,l4,l5))
    mem_len = len(mem_value)
    for i in range(mem_len):
        m0.append(dict(zip(l,mem_value[i])))

    value =  {
               "total_mem":total_mem,
               "use_mem":use_mem,
               "free_mem":free_mem,
               "mem_percent":mem_percent,
               "swap_mem":swap_mem,
               "swap_use":swap_use,
               "swap_free":swap_free,
               "swap_percent":swap_percent,
               "mem_top10":m0
             }
    value_json = json.dumps(value)
    return value_json
print(‘‘)
print(meminfo())
#获取磁盘信息
def diskinfo():
    #print("33[31mdisk_info:33[0m")
    #print("disk%-10s total%-10s free%-10s used%-10s percent%-10s"%(‘‘,‘(G)‘,‘(G)‘,‘(G)‘,‘(%)‘))
    disk_num = int(‘‘.join(os.popen("ls /dev/sd[a-z]|wc -l").readlines()[0].split()))
    d1,d2,d3,d4,d5 = [],[],[],[],[]
    disk_total,disk_used,disk_free = 0,0,0
    disk_len = len(psutil.disk_partitions())
    for info in range(disk_len):
        disk = psutil.disk_partitions()[info][1]
        if len(disk) < 10:
            d1.append(disk)
            total = str(round(psutil.disk_usage(disk).total /1024/1024/1024)) + ‘G‘
            total_num = psutil.disk_usage(disk).total
            disk_total  += total_num
            free = str(round(psutil.disk_usage(disk).free /1024/1024/1024)) + ‘G‘
            disk_free += psutil.disk_usage(disk).free
            used = str(round(psutil.disk_usage(disk).used /1024/1024/1024)) + ‘G‘
            disk_used += psutil.disk_usage(disk).used
            percent = str(psutil.disk_usage(disk).percent) + ‘%‘
            d2.append(total)
            d3.append(free)
            d4.append(used)
            d5.append(percent)
    disk_used_percent = str(round(disk_used / disk_total * 100,2)) + ‘%‘
    disk_free_percent = str(round(disk_free / disk_total * 100,2)) + ‘%‘
    disk_total = str(round(disk_total /1024/1024/1024)) + "G"
    disk_free = str(round(disk_free /1024/1024/1024)) + "G"
    disk_used = str(round(disk_used /1024/1024/1024)) + "G"
    d0 = []
    d = ["mount","total","free","used","percent"]
    disk_value = list(zip(d1,d2,d3,d4,d5))
    disk_len = len(disk_value)
    for i in range(disk_len):
        d0.append(dict(zip(d,disk_value[i])))
    value =  {
               "disk":[
                        {"disk_num":disk_num},
                        {"disk_total":disk_total},
                        {"disk_free":disk_free},
                        {"disk_used":disk_used},
                        {"disk_used_percent":disk_used_percent},
                        {"disk_free_percent":disk_free_percent}
                      ],
               "partitions":d0 
             }
    value_json = json.dumps(value)
    return value_json
print(‘‘)
print(diskinfo())
#diskinfo()


#获取网卡信息
def netinfo():
    net_item = list(psutil.net_if_addrs())
    n1,n2,n3,n4,n5,n6 = [],[],[],[],[],[]
    for net in net_item:
        if re.search(r‘bond.*|em.*|eno.*|^eth.*‘,net):
            network_card = net
            n1.append(network_card)
            ip = psutil.net_if_addrs()[net][0].address
            ip_len = len(ip.split(‘.‘))
            if ip_len == 4:
                ip =ip
            else:
                ip = ‘null‘ 
            n2.append(ip)
            recv_1,recv_2,send_1,send_2=0,0,0,0
            with open (‘/proc/net/dev‘,‘r‘) as f:
                net_info = f.readlines()[2:]
               # net_list = str(net_info).lower().split()
                net_len = len(net_info)
                for i in range(net_len):
                    net_n_info = net_info[i].split()
                    net_list = net_info[i].split(‘:‘)[0].strip(‘ ‘)
                    #print(net_list)
                    if net_list == net:
                        recv_1 = float(net_n_info[1])
                    #    print(recv_1)
                        send_1 = float(net_n_info[9])
            time.sleep(NETT)
            with open (‘/proc/net/dev‘,‘r‘) as f:
                net_info = f.readlines()[2:]
                #net_list = str(net_info).lower().split()
                net_len = len(net_info)
                for i in range(net_len):
                    net_n_info = net_info[i].split()
                    net_list = net_info[i].split(‘:‘)[0].strip(‘ ‘)
                    if net_list == net:
                        recv_2 = float(net_n_info[1])
                        #print(recv_2)
                        send_2 = float(net_n_info[9])
                received = str(round(recv_2/1024 - recv_1/1024,2)) + "kb/s"
                transmit = str(round(send_2/1024 - send_1/1024,2)) + "kb/s"
                n3.append(transmit)
                n4.append(received)
    #print(n3,n4)
            #网卡带宽
#            net_speed = list(os.popen("ethtool %s|grep -i speed"%(network_card)).readlines())[0].split()[1]
#            n5.append(net_speed)
            #网卡模式
#            net_duplex = list(os.popen("ethtool %s|grep -i Duplex"%(network_card)).readlines())[0].split()[1]
#            n6.append(net_duplex)
    #print (n1,n2,n3,n4)
    n0 = []
#    n = ["network_card","ip","transmit","received","net_speed","net_duplex"]
    n = ["network_card","ip","transmit","received"]
    net_value = list(zip(n1,n2,n3,n4))
    net_len = len(net_value)
    for i in range(net_len):
        n0.append(dict(zip(n,net_value[i])))
    value = {
             "network":n0
            }
    value_json = json.dumps(value)
    return value_json
print(‘‘)
print(netinfo())
#netinfo()
#获取TCP连接数
def tcpinfo():
    status_list = ["LISTEN","ESTABLISHED","TIME_WAIT","CLOSE_WAIT","LAST_ACK","SYN_SENT"]
    status_init = []
    net_conn =  psutil.net_connections()
    n1 = []
    for key in net_conn:
        status_init.append(key.status)
    for value in status_list:
        num = status_init.count(value)
        n1.append(num)
    value =    {
            "LISTEN":n1[0],
            "ESTABLISHED":n1[1],
            "TIME_WAIT":n1[2],
            "CLOSE_WAIT":n1[3],
            "LAST_ACK":n1[4],
            "SYN_SENT":n1[5]
           }
    value_json = json.dumps(value)
    return value_json
print(‘‘)
print(tcpinfo())

  注:该脚本也适用于python2,当然,需要安装psutil模块,或者已安装anaconda

以上是关于python监控系统资源最终版(CPU,内存,磁盘等)的主要内容,如果未能解决你的问题,请参考以下文章

python通过内置模块监控磁盘内存CPU负载

1_Python历史及入门

python 获取cpu内存硬盘等实时信息 psutil

树莓派CPUGPU磁盘内存负载监控Python脚本

Python收集Linux(Ubuntu环境测试过)系统信息——CPU内存磁盘网卡

pythton3.7脚本---监控系统的CPU内存磁盘等信息