linux监控系统性能命令
Linux系统性能10条命令监控
https://www.cnblogs.com/qmfsun/p/5729442.html
概述
通过执行以下命令,可以在1分钟内对系统资源使用情况有个大致的了解。
- uptime---这个命令可以快速查看机器的负载情况。命 令的输出分别表示1分钟、5分钟、15分钟的平均负载情况
- dmesg | tail
- vmstat 1--vmstat命令,每行会输出一些系统cpu核心指标,这些指标可以让我们更详细的了解系统状态。后面跟的参数1,表示每秒输出一次统计信息,表头提示了
- mpstat -P ALL 1
- pidstat 1
- iostat -xz 1
- free -m--查看内存使用情况
- sar -n DEV 1
- sar -n TCP,ETCP 1
- top
- top命令包 含了前面好几个命令的检查的内容。比如系统负载情况(uptime)、系统内存使用情况(free)、系统CPU使用情况(vmstat)等。因此通过这 个命令,可以相对全面的查看系统负载的来源。同时,top命令支持排序,可以按照不同的列排序,方便查找出诸如内存占用最多的进程、CPU占用率最高的进 程等。
- 只不过top不是图形化的,而是显示实时文本信息
统计信息区域的下方显示了各个进程的详细信息。首先来认识一下各列的含义。
PID USER PR NI VIRT RES SHR S %CPU %MEM TIME+ COMMAND
序号列名含义
PID 进程id
PPID 父进程id
RUSER Realusername
UID 进程所有者的用户id
USER 进程所有者的用户名
GROUP 进程所有者的组名
TTY 启动进程的终端名。不是从终端启动的进程则显示为?
aaarticlea/png;base64,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" alt="" />
aaarticlea/png;base64,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" alt="" />
其 中一些命令需要安装sysstat包,有一些由procps包提供。这些命令的输出,有助于快速定位性能瓶颈,检查出所有资源(CPU、内存、磁盘IO 等)的利用率(utilization)、饱和度(saturation)和错误(error)度量,也就是所谓的USE方法。
下面我们来逐一介绍下这些命令,有关这些命令更多的参数和说明,请参照命令的手册。
uptime
$ uptime
23:51:26 up 21:31, 1 user, load average: 30.02, 26.43, 19.02
aaarticlea/png;base64,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" alt="" />
在Linux系统中,这些数据表示等待CPU资源的进程和阻塞在不可中断IO进程(进程状态为D)的数量。这些数据可以让我们对系统资源使用有一个宏观的了解。
命 令的输出分别表示1分钟、5分钟、15分钟的平均负载情况。通过这三个数据,可以了解服务器负载是在趋于紧张还是区域缓解。如果1分钟平均负载很高,而 15分钟平均负载很低,说明服务器正在命令高负载情况,需要进一步排查CPU资源都消耗在了哪里。反之,如果15分钟平均负载很高,1分钟平均负载较低, 则有可能是CPU资源紧张时刻已经过去。
上面例子中的输出,可以看见最近1分钟的平均负载非常高,且远高于最近15分钟负载,因此我们需要继续排查当前系统中有什么进程消耗了大量的资源。可以通过下文将会介绍的vmstat、mpstat等命令进一步排查。
dmesg | tail
$ dmesg | tail
[1880957.563150] perl invoked oom-killer: gfp_mask=0x280da, order=0, oom_score_adj=0
[...]
[1880957.563400] Out of memory: Kill process 18694 (perl) score 246 or sacrifice child
[1880957.563408] Killed process 18694 (perl) total-vm:1972392kB, anon-rss:1953348kB,
file-rss:0kB
[2320864.954447] TCP: Possible SYN flooding on port 7001. Dropping request.
Check SNMP counters.
aaarticlea/png;base64,iVBORw0KGgoAAAANSUhEUgAAAhEAAACeCAIAAAADhc9hAAAgAElEQVR4nO1dy6GjOgxNP9RDEdMFpbw19aSfvEUCSNbHkjEBcs9ZzXVAlmWjY/mjefz333///v17/V3M4+MxzvFyAACAv4uHzhnPaXgsGKbnGZoBfwMWNx8zBJ/TcI2ZwHMajv2w5pHbDZ800AcOZ3z/06LD+hIfdhbzaKg/j3dt0uGoxnPzqPm4eXyMc971/l3OIBWDM4AdOIUzVDfBxvhSP2URgsYxn1pu2vw/JwGrnH6M2z8/DRjHO690HbpM18YZz2kY59frNY+5sXBLzuhqf3AGsA9xzngP3NWJW2EvfUspLzzu+sP6CW3v8PrV74ZUQH5jRPPR06rXBquQxAm0nH5/XMFS3cxnz3RlL2ktc8rVfmGakH7+lBehUtJumksm3lHrL2dcrQ+IwkXmJ9qogIypaVFwHh/DNI1vVd4PqIarjKvih2Ecg5wU5AzP/vo4qQXr4AxgH3Kc8dhmzywkYH9sLKCWvzQHugik1FHjDCqTVOZ453ScUTiMxU2t5eTfhcXKLzNT9fNJfRe3ofK1G+WW/T3OeKhNyyi/OvgtbFz8utNfjNrLphScIb1oxQVSmRv3L/9arbdWkx1XuvwaOsQZxjjxXwJnADuRjTOEAMs5ek5TiipXp2X94h1ewfaC5VrtJuiwIgXqs8jvlcCicXmhIKXE+rRp/0qc8ZK/ZJRfXpvHYRwH2qdWf3HhSmtknJGKMqT8Lc54GgWZcWXIr6Hv2pTyBDgDOAa7OcNzrZYPrXHGcxo/DsepXs43tcUa8YpsQilI96Fqw8i0smOcUeziGPpUJJv2P5YzPq53Hofp+e7UZcfB6q8cZ6SjjEJgnTOS48qSX0MPzlDHSeQlcAbQjovEGeuUcR7fH+myd2xuEITGfrHU0X1tiv7Vaz+DLeMdHWeQPzpxxnMaHuP0Xlmcx2Gal0VGS3/fbi8lzviwkFi+NPVJcUZyXJ3GGdY4cV+SCgNAErs5o2U/Qxu2taFs7GfI3dF5Nmf3qc9F+FZrP0Bx6rKiuNulPMfM9qZRKcQor/cL52WHM9J2+0h6TsMw8A1wdYubmVC0pOSMch2zAiqT6GZyRnZcGfIDaoVNqtrfHCeKjlVhABDGfs548RiZPmKVswWAyjEft3oenK8+wF63UOvVwdcozNWR0p0V+nN1QhUTKcM0M0KwFiOMcsOgi/xPOFfnjJTdytioFFoaYt4OMOnSC87YNjOSNPZ4PN4npCqcoevpjStNfg0ZzjDsb4+T5VdwBtAfl7rTB9wFyrZCyUw967qPjwsrm+MMALgMkDsEuCbuOATVtTXz0bu0CgAoDM4AACAGtmqF4Bz4dcQ5w5r3fWs+WJyBOh1X0+dcYDETAP4G8nFG8sxnNxzmo+nafHJbEpyxYB9nyLMDAABcE/fhjMMwz9rJWSCFHZzhnlEGAOBa0DiDHYrxz/375ebhWbYEXHESlpD3WcL11/L+2ueFMXXoJuKznBPB2k+zkQvPKjfvaWdV+sgJT+Gd5+tnqbfcf+ULVe2rd/oAALgQNM7wc59FOcO802fc7apBu1lt5UxsrSqZJEM4UEWJ5craqsrnNKZVnuYMy84f5x++y209b/YjXZyzLubVSbhoISINALg2KmtTiqcJcoaZu6LVKwSzcRTiE4f7k4pV7pgvP1t3x9x8RwnOMO3s3tGLtedz3ToifxPPX8hWi0ADAK4NlTOs68brjwHOMH1Bq1MIOpeiOMoZeSaTFanqHc0ZUTu3coYlX5kisPiGwLUr4gwAuBUkZ7CN4L8RZzRt4H4lzqgT7FlxhskZ2f7FfgYA3AmSM2q5z/rsZ+z20aZ3IfrTrWVfcAOJxfczcpyxyfmEezv2Mzpwhim/3Npo3kTCuSkAuBH8c1Na7rPu56aC9BFf+KZnqepxRrmWEvVZRghWNirNGVYOQQfeuSn6TBNnWPKJoo8yNx/v37pFcT8DAO6CX88dQk8pKbBc1Ddz8AEAANwGf4QzAAAAgA4AZwAAAABR/Dpn/B3cOv8V3QC5SSPmESuVwF9ED86gi//x/Wzt+V7l2XrZPeYD9K9J6bFRcihnaPah6hcVJ/vlhselnqH/jBwAfg8qZzQfkg/5LetsZa/yVL3LedYx3uRe+hBcN0Zw7GPldszb4bhLGfPICK2gvuKkw5bvq3ruYfmPZY+Sv0IcXL7uUAH+CErOkAeGivOXn+E/jtrRzYiPsO5w9Sqnqtpnc6Mnd+Ny9txNk3aLX2LxDsL2y+Hot4fqn7IDP5RbNsI5Q6y2S1ebZcUahiU+qIxVbyNsCzKOkS9qo3diQBjAuUjEGXSGo6/lRG4TWLkiepWTv737Ceb1aUXdkJw9OTAUu+UvPmos2C+Ho+/7ya8tdlCFe3cVtXZZksdpeWgeh2me9vv0Jcg4Sr7Ap/VN6QoAoDPinMEL+fglt9BqFVoT/F7l2XqDrzfrXxUWtFuzYgVacqvY0qTEFjtoz0RzolQlL772zS90H2INtzQLmIZhOxkHyDcbgjUp4BIIc4aZX6h8sTKwvxRnhOt1mtxF/xB6LFIHnbXkyl2cIdrZK84wm5PnjLcSwzBMT33vmq8wrWWq3iTI6Cy/XBaWS60gDeAC6MsZkdWp7+xnxOuNvt+qfwgdlh1OiDNUrRvscHCcQV+yzjsJbtMNU77eW77ZioWasDgFnA0zF7oY0HTEvqdETXHGl85NKfsB7vPxPfAGfSxzsdpb98CtFlgtInW9K2nlDKuzO52b8vYz0pxBpa5j2LWW6tN5kNFfvtWG5UmwBnA+jPsZJE4Wvu9R7Mexsy/xubr2fK9yy+fK55WDO2KpJSLHLdc5w7XbcZxBKh7qORxt+5RLKcbBrJY9Iq1ytkvQhzOY+nIXQvyixBBd5SuQJDGrp08A4GtovdOX3MIDLgr0YxgiyACAv4g2zkCM/CsAZwQhIgoA+JtIcEbDGhRwdYAzAADI4LdzFOZ3Be6Hsxa4kyfD0qBTFOOCQ4juWvXscf75fsC9QaCG3+WMv8AXC87gDdsX013e/UpZZ6/AGUcAnAHUYHGGzCoRPAdilNuiigxv4vHi213XlcX5E3HeSZ6mjchZb+gpGCbxX/6Z52GWfBKlx6p9lfLSnapn6c5ylwhzUN1uxBf38Lt7G3Z0PNQRF1AVnAHUYJ+1LdPXsQFNJraRcnEngAzL5/NZPML/KC7RMh9qjm7jOkFajn6wvm4H+/1IiiSTM+ixT+FIzVsOcUdEqFI/MfrgfTrO/rHa0L2ZgE4yk5is0tJH9pdvf0t+MZGIXm7X7KNUYdvZl0/PTaua8qGki98eH6c3Zyjj613k6wT8Beic8XZU3AkVLmkdVZHy7ZyV4VnFQaztuXl8DAO7Tlj39dpvLXK0n4N2kA+sWvjeJsQZVgv33POgfeDnkFoLJYUIiUXZfs6g9ZcjRtOHj6R4wBK/72K/r+lj3VXMVkHnQGwiYvbjZ3ZWFosJmvqhXiAGAq4BjTPWEci+eWsQBcq3UWktVogRuY3qeUkDt47lEGeIWlrkaD9H7aA0JeS2Ipyhn3Xet67AfbPb9VqheCE0GU/rZdZv6rPNx3O2UQLEVIMMfcycKEqVKf1oRUY/qi9zOdvzVo4D4K9D4QwyaSncXZozRCDcyhmbm5wj6/smZ1TlaK/FOcNWZ6276hM8zvBXLvZxhlwdYTPRFGfQZ47az8hwRgt/OUt9oUjJ0MdTuwtnOP3Id+kUauDduNWAXQ5gg+QMsf1LckW0rE3x+ZnhRfy1qW3gPsZxx9pUWo72c3Ztansn9uXF1qZCqqbgTCWbOaOHs+kTZ+Tpq9afyXjxpDiDlxt0YHDG+ltuUQ/4cQjOmEfDRbIxuq17RsrLFVbtg2OfYbHEypZk1HpLKD82yalxhmUHTUp0rltWoHN2QNPXK7+foWqouqG2OOPY/QyHM1RtPJTy5tk4DxJ8f9HH2c9IrQC5a6GVD0x8kGSdqpyxPIYBQQZAUHKG/PJray9e+SZqHh/FTptcZiHF2qHY14sNcP+7Vc/amnL0UF5pRqW9tpzUarh6dKfipwx/03xuSnRCWWpyBhNS1nwmZ9gTFg2KPGuMRN8v5iyKgfRPICKfQVd2Ez5MM+2H9QcZC2d3cYDfx+/e6aMxwOUgF511F5sRd9GmAnfGvvVO4Bfxw5zxapnV3g/gC+Ao4LgUIPHbnAEAQAuWQBiTEaCEwRl0QfTLE43sAZce5zkX/GJc0tM+3wTiJwC4IuL/t+u3cBZn/CJfvF7HcYbYkomYTiUCKknZEv69LgGAG0PljLtvfDXo755qtxMsFueDe+xn3xH1axjL8ebR7RqF37CkDgCXgnLW1jjLwxyxuPqjr2SRX6oe1DqASO5ksR/15+WBpJDrdi7Vurka1SO9ERfnv6jZbbsXWNpZt799oNM9yyvsHEDifz3NnpCuvgIAwFcRjzMszvDvFhEHH/Qr2rl74sFq97JdlaJ1kvLRz9WoqdN0/n+7PmLY7W0HmZOu1tjyd+tOWc3OXgUZenHE1pMjAQBwMvZzhnXrJ5QrTUH0rpajbAtn6C2o5GoUKU8SnFHe8tJyfNGHrEbVbl0p9lPDpsi9br0VGVPrrViCG70ZyHYEANfBfs5Y/66uEjXNv8/jDCdXo7PyFecMfnXa3hchKYHdGbqxoCTjGd28TZzxrP1vIBVtlF/VjgBnAMBF0MgZxqdf5rRp2bw8iTOMLBeS8irCE5yxPizSmoRS/xrtKN89Ms5ILUtp2pQws1aBMwDgGohzxuZsWIo/O3dbY6qaDpyRpysppHSHlm9VJOX+k4VhmvgWspNjTqm3mjsvs5+R4wwzyHiHSurbDXEGKAMALoTMWVuy6mxkpNMOSp6wNsUWeGK1eimheT3OfjlHyM/pBKHZzeKMmokNThVapjnDfkLhDBG1FUlWTaPhrC0AXArIHbJixgWyqwFdAgBXAziD4lfvgt8R4AsAuCLAGQAAAEAU4Iy/hrO3lPXztPpzLXpG5QNtOHX8JHKnWo/uS7/afu77xLSvndGDM+jub/zenvZ8r/JsvdmFkMP1ORDeN/8NfcAZDTDG59Hfi6XKSZzRdB7CyyT3Tc7YV++V0DdHYeh7JUYT5z57lKfqjeXO26V/Vk4/1O/ZHKBPL59ydjx0IBJNc8bnkd/LPLLZMKWsE/ulqWpwRm+UnCFvIRfnLz/B1ThqtovYg3f89levcqqqfWa3cqK3QY4vP24Hq14PMqeh3Y+fmsSUs5c+viXlLDekT+HDKjYo6tdzOIb0F3nVVjWD/yN4qZL7fUW1Ukr2fi+q6iT1wTAMzA4yV6Ztn5z9VShHtdVxorj0Dpyx1T5Oei6fxDjR6pXfb3EIX0lSdB4ScQYNIvRYOULCxTOrBXuVk7+9+wbmdWhF3ZCcivywHax6fUnLk1yMd3WloJB++tTYUmNrRR/u7XLXJEOzgdD7hS9gjqoeSD5p1jDyeMN8WbzS+XuR1Y3TcmVzHodpngZmB5IUgeXQlPbpGJfU4+YjOMPwe63jRNRrfr/rDxcLTRpzhxSds7BqcPKlfdK9yrP1Bl9v1r9Rnzj4gGL9ElmbWl7ops/Ohq8N2OazOTXUCKmVc8T8kUptJrIenHHs9zKPq+2f0/C+xFuxg1Wetb+DUzjD8nut40SbjRnf78d2w6UYI8EZRVP1bzkw/fpSnBGu12lyF/0b9YlDrnYUywXK84qP7qpPL85oWcxQ61+D/3ofd+QMvqLSlzOOjzPm90PDMEzPVztncEvsijjO4AzT7/XiDOf7fXVl3G7oyxmR1ale67DZqZv/fPwz/o4+cThjP8MZ3fTpG2fEVoGi9UeEsffJH1n7sCXo/nHGsd/LPBaDwuKMnPx0Z8rX/fGsPPEVzkiMEz/OkJWP47iXazsj/v+B029gHvU5Q2hMEOli+a7bORBl/d193vqGEnJs+bq5svpbsKciaj9aPrqXPp0545X1NKW8Wg7HEsWqCh/zn38zPnD0WLQunm8I4nxnuP97kdUJT1exg1FesX9inDshpNZf8nfrPR+W32sdJ6Je8/ulhH0l1jDuZ5CASfi+x+PB1plZBB6fq2vP9yq3xqJ8ni8fyMWQqBy33KLYtP4WeCu0HuPbeCpndNJHxNrFS3nOWGqPuVlFntG3tRYMNBfnW+44JgRtlhimmdtP/74U+OOz3/ciVXc4Y5gmaQfDPhX77+cMq79oDbv2wC2/1zhOtHoVI3GeyLmDg9F6p29OnWUBgLujfbXub6DVPr/mSX5/nLRxxsWCJQA4HL/vC/ahzT6BDdCb4ffHSYIzGtagAOBX8Pu+YB9gnzd+3w7IUfjXcNaYplOOn1qMMNDa3p1ni9qUyir78525M/75aTsjR+H2Q3yMHK7PgaidRT1an4ZDQ7dGtr0HckaH7eCm52+IXZzx43ZGjkLkKOyrjzg3VQi66IdA0TUUu1B7rXZl23tcqKocE3sPobk8kHpoOLaTM65v51f5nbJT4RU7I0eh/ndeTurOVIP+Hsinxk6Sa/34qUmEFL30qbVcGSPUU2yH35XjvrWxxVzO9rCU/7LsULPbKspacXDuD/iwhRityojSfPE42+URyfJ5x86q3TwYVznKuxE1EdF+L/QnuQgd3NrO1MCMGKp2Ro5Cr8kJORX5YTtY9fqSlie5GDPOeJSusKM+Wc4QsdpjnMkJzG3UiTsDiuDaeXhiK8MOZhPez6/RqRZeqgcKW9amIrMZC44+h85/fTtLuzXU8ZEajQH0HJFmv9f9m1DmznYW958KTrLtjByFsdeb9W/UJw7uk1i/RNamlhe66ZPkDIO8N7WGcRw+pFYlYeUBc3Jg2MFsgtGu6uRjL2cYVGjB0+dIXxa18546PsUNa1JEmtXvnn9TcHs7FyYpbOrZGTkK7SZ30b9RnzjkasoqJ8MZR+mj3vwlhQ4HD9NzHofp+Q4w5tHXx3EyKhd24owq1+7ljFVIdUGjqs+Rvixq5z11rHYI2pOv8PicEfJvjn63szP9Tq3xptsZOQqj77fq36ZPHI5PynBGN336xBlvvaZ3xgr+HzjE5Nbk3ybOKH8LzMluPf916iAxaF0ke6oeZ2Q54/Z2ph9aMagqdkaOwk1zzeIJObZ83VxZ/S3YixdqP5q+spM+Sc6orM+O87v0k5Lbg6GiJ9/gjIjdqvKt9tZQ6tWeY1Hoc6Qvi9q5vY55SzISYQ3qi0rfpfV7xL9R3N3O5HmhvW9n5ChEjkI+2Pfqk+WMQn011InNLI3FCEO+Z4eA3er62+11oehljE0Tlj6H+jKr3i6cIQfAPFbH49aJNEdkJb78KB9YMLm5neW6wmKmmp2RoxAAAACIAjkKAQAAgCiQoxAAAACIAjkK/xraT0RdC6HzFmHI9eu98iOL0Xn5oXV2ADgQyFG4/RD/Fg/X50DUznLeJY68K2fQGsEZwP2AHIXIUdhXHzqDoHPpbPl30d8XgzOA3wRyFOp/5+X48uN2sOr1QNY72AlzrR8/NYmQopc+2YOG2QmKfbCVbbhF3PH2AslJl5fPbF2cfVzfqd2HL2uQxi/0BIBzgByFXpMTciryw3aw6vUl0YsMmxgzzpAU0k+foznDei8tpzKe4/K9XHifv5QAXIwQqx/r3x0AfBHIURh7vVn/Rn3i4L5HXNGrrU0tL3TT5yzOeE6pXH7ueG6WT16S8uXNevM+PNGnpicAfBfIUWg3uYv+jfrEIVehVjkZzjhIHx70ZMoj9aiRrrKqpKA6nhPy1evnWc4w+jH03QHA94AchdH3W/Vv0ycOx7tnOKObPmfFGeVvgblLnjMU+ex+qxlnSGl+nBHXEwC+C+Qo3DQP7We06KObK6u/BXvRRO1HizN66XMSZzTl8vPGc1S+xR9064HxCqlf7mfIfox8dwDwPSBHIXIU8g2QvfqINRayDZwpj9RTtCMrQx/PaflbC4pceMM0jaZCGqEblbh6AsB3gRyFAAAAQBTIUQgAAABEgRyFAAAAQBS/naMwtysAaDjrGln7ya0Y6BRIW2YNned45fU8ul33BPZp7oPf5QzwRT+cwRu1s6694l3rrDI445sAZ9wHFmfIg3/F+RblrI1XbotSb3cVR3/4n9t9iIdZhX6aNiJnvUmlYJieUTt86tLP5QeusIhm+feB9f7S2mvVoOvvGLQfIvdIVE16KLVXBjijB8AZ94F91nYc+dEoNtbJxDNSTvyXmP5/svUwF0f/ePsy+pN2h07qX/7YJEf5OWQH+/3nNFTvh2v28TnD6C+tve8f2G2yp85ulZbo6rogVMxuHGgk/KlOhBT+Xbl8dKndrRMTgqg+wrYS7+fXWpST3aJqPoXhCUYUsy1HfJda1BesY8RV+szrz/pYdtbj8VhzLyoE/i7ydQK+CZ0z3g7G/TrX3o2Ub+esDM8kDmJtz83jYxjYtaa6r9d+a5Gj/Ry0g3xg1cL7Km1tPM4w+ktrr3nkrT7/1Z7I3j0kd3p4gKnGGZJCajlO9nMGrb8ckYo+xUiNJVxTcxda9nHu+rH7pJs6i/dd4uL3Y4b8ljjpsYksCEnrXz2Ho5wYqg4CYdnloHHGOhLEfS+tMwPl2+iwFonFyNhG1zwu05plTIU4Q7v/nJaj/Ry1g9KUGGU4iUD0GbnZX0p77VPS9Y9z3/oB983u0NIKlxe6+5QMZyj6kHl3TA3J/VvnafYx9CuLyTBcV1cX/ZTEVVx+ZnEuNjcy7FE4BW0OJLgQ98AuBoUzyOShcHdpzhABaStnbM5uNvYhyrV8nTOqcmqpNmLtVbYWlDmyggpnqHGG3V9Ke8vJ4NY9FTu89nKG5Dw244xyRiXOyKMHZ4QWdVQ5bJyr9jF8tDMMdc5w7F8OhYT+vNyQz3cHVSqk3brVgF2OK0Jyhtj+1WPY8NoUn8cYTtFfmyITonHcsTaVlqP9nF2b2t6JfAE2aXjzMqO/tPZa89PGtak4HO+e4Qy5ArfTq/SJMzy29+Ry/2gxdf84w9Yt8kw9zuDlBh0YnLH+FlvsA74MwRnzaLhINla29cdIuZzcyqHAhiv9gyj0cY8BX6/82CSnxhmWHTQpsbmoZR+LM7z+UttLdX5Z/Wu1QTyQ3c9QLaC6G8tH06fli8fuZ/gcFqMNan7mTy37GE2y9zN0zjDkp3M7ms8Y+lOrCEdAhySVOo+PxzAgyLgkSs6QU+Ha2otXzudTxVEoHqvyYjL0mFMkA80f39ITeHKskF2rJmaHUk5q1Vi1j8oZSuhC+kttr1VDxQ7OdDfuo3lMxDu5LDU5gz1e1nwmZziEz+WauQst+2iLO0UxmckbnKHLN7vE0d+0ry5s6y2aw5H+IGPw7C4L8D387p2+Yj59LcjFX90FXgRXNiXwi9i/5ggchR/mjFfLrBMoAb4Avg0cl7oyfpszAAC4E5YAHJOU62I/ZyCKBAAA+Cs4ljPsvcq7Q9+vBwAA+G2kOCNyjn6Deyby+xDbzuXhjTAD2HepDwZCujdgBwA4DTpnkDNzumflh/uWO03iDfvuVXx32pL/0s8aBsQ5h2lXclPP6roXc339V1WpUFV/oY9+ElaxpiZHq5ediKxy5FvOWn9xeVttl6qPV6+tf9nvvh0AADgaeu4QdvHGunJBCiWF1HI85DhDkW/daQqI8y5g8Bta/EbDdqVM86G+/uu1Kj2VjnXvhFtRZyujv6x6s5N0dt+KXNCy5Hv62HfBLP1lvzc0AQCAbtBzhxi5xiJrU8sLlStRcRjyzRwYdXE2Z4h7ueTf/IaSdpE3pD9tRz2HR4AzrP6yDJK9LSXvEvrhlqWPd805oD+1BDgDAE6D5AwZ/Z+bS64zJ6mcYa/4rP7Oypgl5FX0t4qbOcPqL9cg62JQ3WRZznDGj1pvUH9wBgBcArU4gyHDGZX9jDi+GWcYD4s0HB04IxZnBIwYzX1h6ZbLSWeu3VX1seoN6g/OAIBLwNrPuE4uOUv+MfsZ2tPTKN+IHwgL+Vai/1b+mZSbdEVKjdxwGle15KTTluL8/YlELryY/sVK4enH8ADgj6J6bupRrsSUpc63rR52ojXs4YxCzaoosQZS831bFdIBqueCQvobYort9sXCZeo2xf6loMraVFtOulFu+Xt2y+bCC+gvV+niTQAAoBuQOwTwgYUgAAA2gDMAH+AMAAA2gDMAH+AMAAA29OMM/wxOuTDfCXQhvKg8ciboG6o4Kp6iZyuuqedB4woAAAO35gz3/MxZPs5SyjtTej1fLHFNPcEZAPBdVO/0dfogD/m2L7lskuWMH8QX+wWcAQDfhc4Z2kH42chJ5xx43X4aJ/ptb+XDONJvPnyGlR/OZG9Y+lj6q/Vqrmi9DM5YNXzHTs+4ZempHlM27aYh1V5Hvt2/rBN4lijDQFq9u/Tk4woAgMPhc0b5bzUnnfLeWsCSNJELEVq5kavOQe06nnK1IZpTb6ZZbNd/fbzok75aqtmyNqVcwZBdYNnNaX8mh2BNfiJZi/6TUW9vPQEAOBL+2lTQR6i/yzxFWs4J9do4K3eQ5ox6rosyXdY8DuM4fEpCl617cEY9F0vdPrn21uWX8ux0AZEcJ1a9+/UEAOBI1OOM2H1p1dcVyelkyo/SF3BUA40unGHU+w405nGYnu8AY94yiPCVse9whmk3C8n2VuWbRCCNoD5q9W9vPQEAOBI+Z0Ry0unv5TmjYY/4gDiDFY/TNHyCjWl+/7NIbfW9OKMbZzjtzXMG+a3IMBPe5+mtJwAAR6LCGcRBZtemqG99zxmlz6Xl3mJHsEr3x2ROParbcxqGYVmZov6R8QcRd8TalGk3A9n21uSXejm5DvWmOnbuqScAAEeietZ2/WiznEFFvc/FrL9a5X4iu1CV9o/ew2q95AXODZuFhmmeylyLR3HGy7FbpP3V9lbkK3rZXUUGUWMuxWY9AQA4EmfnDplr//0EoOJou6FfAADQcC5naGs7QB1H2w39AgCAjhM4gy04wDGFcbTd0C8AAFRhcAb1H9dmQ8MAAALJSURBVFijAA6Ed25q/xB8GNilMgD8YTic8f2ppp2m4ibQEn5sP9yySYejdrbC2Fr53MpXb1oSgDMAoC9O4Qzzzhe7NbfcSlDQOO+suqfyYQLl1FRBDuRg1PbPTwPGMVP11ZCyW3fhKmc8P9dl5tEfC+AMAOiLOGfMdi45Kz5QyuXt3vXWBnOyYlruX0O2j4GGcudpYBWSOIGWl2mQtLuQjvpOzbqaWsuccrVfxP0b0jOjyI2YtJs21yChgNZfzrhaHxCFi8x5rFi11H6B9w4AADZynKHlkmP3DsiBG6v8pTnQRSCljhpnUJmkMsc7p+MM7Z5amVuFaOBca8tUbeRAtO48OnffNPt7nPFQm5ZRfrZzOzr9xahduetRWrKAE2qAMwCgL7JxhhBgOUfPaUpR5ep0IHUFr4DnIMnkzrNgRQrUZ5HfK4FF4/JOQUqJu4Km/Stxxkv+klF+eU3mdrT6iwtXWiPjjHCUAc4AgN7YzRmea7V8aI0zntP4cThO9XK+qS3WiFdkE0pBug9VG0aWrDrGGcUujqFPRbJp/2M54+PhldyOVn/lOCMXZYAzAKA3LhJnrFPGeXx7gWXv2NwgMOfdpc613Hneu7W1KfpXr/0Mtox3dJxB/ujEGc/Jye1Yz52iDw3+3oeFxPKlBnAGAPTFbs5o2c/Q3EeNAoz9DLk7ms6dF6nQ2AO31uhlRXG3S3mOme0pUlu55fV+4bzscEbabo91B2PL7WgtGhLT6vfPS84o1zFdgDMAoC/2c8YrdW6KCBNLC+71jNq5qUWSUlSrVwdfBTFXR0p3VuivHBYOpV5cHuU5ENVFK7vcMOgi/xPO1TkjZbcyNiqFloaYx8cwTaMtveCMbTMjQmOl8RdUXwQAQMWl7vQBd4GyrVAyU8+6cA8cAK4C5A4Brok+QxCcAQB9cXYudAA4EuAMAOgLcAYAAAAQxf+g0dshep0OwwAAAABJRU5ErkJggg==" alt="" width="532" height="158" />
该命令会输出系统日志的最后10行。示例中的输出,可以看见一次内核的oom kill和一次TCP丢包。这些日志可以帮助排查性能问题。千万不要忘了这一步。
vmstat 1
$ vmstat 1
procs ---------memory---------- ---swap-- -----io---- -system-- ------cpu-----
r b swpd free buff cache si so bi bo in cs us sy id wa st
34 0 0 200889792 73708 591828 0 0 0 5 6 10 96 1 3 0 0
32 0 0 200889920 73708 591860 0 0 0 592 13284 4282 98 1 1 0 0
32 0 0 200890112 73708 591860 0 0 0 0 9501 2154 99 1 0 0 0
32 0 0 200889568 73712 591856 0 0 0 48 11900 2459 99 0 0 0 0
32 0 0 200890208 73712 591860 0 0 0 0 15898 4840 98 1 1 0 0
aaarticlea/png;base64,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" alt="" width="648" height="360" />
vmstat命令,每行会输出一些系统核心指标,这些指标可以让我们更详细的了解系统状态。后面跟的参数1,表示每秒输出一次统计信息,表头提示了每一列的含义,这几介绍一些和性能调优相关的列:
r: 等待在CPU资源的进程数。这个数据比平均负载更加能够体现CPU负载情况,数据中不包含等待IO的进程。如果这个数值大于机器CPU核数,那么机器的 CPU资源已经饱和。 free:系统可用内存数(以千字节为单位),如果剩余内存不足,也会导致系统性能问题。下文介绍到的free命令,可以更详细的了解系统内存的使用情 况。
si, so:交换区写入和读取的数量。如果这个数据不为0,说明系统已经在使用交换区(swap),机器物理内存已经不足。
us, sy, id, wa, st:这些都代表了CPU时间的消耗,它们分别表示用户时间(user)、系统(内核)时间(sys)、空闲时间(idle)、IO等待时间(wait) 和被偷走的时间(stolen,一般被其他虚拟机消耗)。
上述这些CPU时间,可以让我们很快了解CPU是否出于繁忙状态。一般情况下,如果用户时间和系统时间相加非常大,CPU出于忙于执行指令。如果IO等待时间很长,那么系统的瓶颈可能在磁盘IO。
示例命令的输出可以看见,大量CPU时间消耗在用户态,也就是用户应用程序消耗了CPU时间。这不一定是性能问题,需要结合r队列,一起分析。
procs
r 列表示运行和等待cpu时间片的进程数,如果长期大于1,说明cpu不足,需要增加cpu。
b 列表示在等待资源的进程数,比如正在等待I/O、或者内存交换等。
memory
swpd 切换到内存交换区的内存数量(k表示)。如果swpd的值不为0,或者比较大,比如超过了100m,只要si、so的值长期为0,系统性能还是正常
free 当前的空闲页面列表中内存数量(k表示)
buff 作为buffer cache的内存数量,一般对块设备的读写才需要缓冲。
cache: 作为page cache的内存数量,一般作为文件系统的cache,如果cache较大,说明用到cache的文件较多,如果此时IO中bi比较小,说明文件系统效率比较好。
swap
si 由内存进入内存交换区数量。
so由内存交换区进入内存数量。
IO
bi 从块设备读入数据的总量(读磁盘)(每秒kb)。
bo 块设备写入数据的总量(写磁盘)(每秒kb)
这里我们设置的bi+bo参考值为1000,如果超过1000,而且wa值较大应该考虑均衡磁盘负载,可以结合iostat输出来分析。
system 显示采集间隔内发生的中断数
in 列表示在某一时间间隔中观测到的每秒设备中断数。
cs列表示每秒产生的上下文切换次数,如当 cs 比磁盘 I/O 和网络信息包速率高得多,都应进行进一步调查。
cpu 表示cpu的使用状态
us 列显示了用户方式下所花费 CPU 时间的百分比。us的值比较高时,说明用户进程消耗的cpu时间多,但是如果长期大于50%,需要考虑优化用户的程序。
sy 列显示了内核进程所花费的cpu时间的百分比。这里us + sy的参考值为80%,如果us+sy 大于 80%说明可能存在CPU不足。
wa 列显示了IO等待所占用的CPU时间的百分比。这里wa的参考值为30%,如果wa超过30%,说明IO等待严重,这可能是磁盘大量随机访问造成的,也可能磁盘或者磁盘访问控制器的带宽瓶颈造成的(主要是块操作)。
id 列显示了cpu处在空闲状态的时间百分比
mpstat -P ALL 1
$ mpstat -P ALL 1
Linux 3.13.0-49-generic (titanclusters-xxxxx) 07/14/2015 _x86_64_ (32 CPU)
07:38:49 PM CPU %usr %nice %sys %iowait %irq %soft %steal %guest %gnice %idle
07:38:50 PM all 98.47 0.00 0.75 0.00 0.00 0.00 0.00 0.00 0.00 0.78
07:38:50 PM 0 96.04 0.00 2.97 0.00 0.00 0.00 0.00 0.00 0.00 0.99
07:38:50 PM 1 97.00 0.00 1.00 0.00 0.00 0.00 0.00 0.00 0.00 2.00
07:38:50 PM 2 98.00 0.00 1.00 0.00 0.00 0.00 0.00 0.00 0.00 1.00
07:38:50 PM 3 96.97 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 3.03
aaarticlea/png;base64,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" alt="" />
该命令可以显示每个CPU的占用情况,如果有一个CPU占用率特别高,那么有可能是一个单线程应用程序引起的。
pidstat 1
$ pidstat 1
Linux 3.13.0-49-generic (titanclusters-xxxxx) 07/14/2015 _x86_64_ (32 CPU)
07:41:02 PM UID PID %usr %system %guest %CPU CPU Command
07:41:03 PM 0 9 0.00 0.94 0.00 0.94 1 rcuos/0
07:41:03 PM 0 4214 5.66 5.66 0.00 11.32 15 mesos-slave
07:41:03 PM 0 4354 0.94 0.94 0.00 1.89 8 java
07:41:03 PM 0 6521 1596.23 1.89 0.00 1598.11 27 java
07:41:03 PM 0 6564 1571.70 7.55 0.00 1579.25 28 java
07:41:03 PM 60004 60154 0.94 4.72 0.00 5.66 9 pidstat
07:41:03 PM UID PID %usr %system %guest %CPU CPU Command
07:41:04 PM 0 4214 6.00 2.00 0.00 8.00 15 mesos-slave
07:41:04 PM 0 6521 1590.00 1.00 0.00 1591.00 27 java
07:41:04 PM 0 6564 1573.00 10.00 0.00 1583.00 28 java
07:41:04 PM 108 6718 1.00 0.00 0.00 1.00 0 snmp-pass
07:41:04 PM 60004 60154 1.00 4.00 0.00 5.00 9 pidstat
aaarticlea/png;base64,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" alt="" />
pidstat命令输出进程的CPU占用率,该命令会持续输出,并且不会覆盖之前的数据,可以方便观察系统动态。如上的输出,可以看见两个JAVA进程占用了将近1600%的CPU时间,既消耗了大约16个CPU核心的运算资源。
iostat -xz 1
输入iostat -x 1 10命令,表示开始监控输入输出状态,-x表示显示所有参数信息,1表示每隔1秒监控一次,10表示共监控10次。
其中rsec/s表示读入,wsec/s表示每秒写入,这两个参数某一个特别高的时候就表示磁盘IO有很大压力,util表示IO使用率,如果接近100%,说明IO满负荷运转
$ iostat -xz 1
Linux 3.13.0-49-generic (titanclusters-xxxxx) 07/14/2015 _x86_64_ (32 CPU)
avg-cpu: %user %nice %system %iowait %steal %idle
73.96 0.00 3.73 0.03 0.06 22.21
Device: rrqm/s wrqm/s r/s w/s rkB/s wkB/s avgrq-sz avgqu-sz await r_await w_await svctm %util
xvda 0.00 0.23 0.21 0.18 4.52 2.08 34.37 0.00 9.98 13.80 5.42 2.44 0.09
xvdb 0.01 0.00 1.02 8.94 127.97 598.53 145.79 0.00 0.43 1.78 0
aaarticlea/png;base64,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" alt="" />
iostat命令主要用于查看机器磁盘IO情况。该命令输出的列,主要含义是:
- r/s, w/s, rkB/s, wkB/s:分别表示每秒读写次数和每秒读写数据量(千字节)。读写量过大,可能会引起性能问题。
- await:IO操作的平均等待时间,单位是毫秒。这是应用程序在和磁盘交互时,需要消耗的时间,包括IO等待和实际操作的耗时。如果这个数值过大,可能是硬件设备遇到了瓶颈或者出现故障。
- avgqu-sz:向设备发出的请求平均数量。如果这个数值大于1,可能是硬件设备已经饱和(部分前端硬件设备支持并行写入)。
- %util:设备利用率。这个数值表示设备的繁忙程度,经验值是如果超过60,可能会影响IO性能(可以参照IO操作平均等待时间)。如果到达100%,说明硬件设备已经饱和。
在第2行系统发行版本下面的第4、5行,可以看到与top命令中CPU使用情况类似的信息,
第7行,可以看到一些IO指标:
tps: 每秒I/O传输请求量;
kB_read/s:每秒读取多少KB;
kB_wrtn/s:每秒写多少KB;
kB_read:一共读了多少KB;
kB_wrtn:一共写了多少KB。
iostat命令属于sysstat工具包,由于我们的机器只挂载了一块硬盘,因此不能体现不同设备的I/O区别。
如果显示的是逻辑设备的数据,那么设备利用率不代表后端实际的硬件设备已经饱和。值得注意的是,即使IO性能不理想,也不一定意味这应用程序性能会不好,可以利用诸如预读取、写缓存等策略提升应用性能。
free –m
$ free -m
total used free shared buffers cached
Mem: 245998 24545 221453 83 59 541
-/+ buffers/cache: 23944 222053
Swap: 0 0 0
aaarticlea/png;base64,iVBORw0KGgoAAAANSUhEUgAAAlMAAABTCAIAAAA0vBWWAAAQe0lEQVR4nO2d0cGrKhCE04/1WMTpwlLus/WkH+9Doi4ws4Axf0Dnezo/QRREhl1gz+O///779+/fEvGchsc4x6nHmMfHMD3PKesLzOMDVpWlCyGE6JsHV76Vg7J1QhF/gpRPCCHuBVG+GyHlE0KIe/E9m0+IEtgM49QuqP4shDA4yvf3Bo8dn7o0t+aRPP489lqlr5O1rfE68Tw+xnlZntOQV7LnNEjvhBA7P1E+ONjNo5mOr/e3Wmg4OIxVOTB3FQuljKXb8XX/57sC49iz7/Srjt9jyvechnFelmUeC/qCHNdCiIBy5XsNH5sU2QGH2WogPdKN7Ydt7r5fE94fjl7mBua3QC7fz8nuywluaGw2m26NifAB48etGXyDZw0uQjVz0uF7CZ7EvOd3emS2VrYbmjEZswy9L6dfbRmSxLXMt+XHATOnoL74vrhf8fQK5vExTNP4KuJVnsxRIf6aOuV77JZMYJ4Ff+xaBtMXJANrgVYAc8pnyzQ3czSm2uaL5HQdbLd08++oxWIHW82tn08rXWEbglGSpLP295TvAatW8/CbTO0m/KpOzvsKJihxVSLlS7U4Kx3Ux4D6M3tOml7HOofa3lrjh36EuCS1Nl9SABvivaE/LSpetUnvn1wT3mC/gAkErwKGWW125DW/Z4y8gw63SFpRtUg6bf+Mzbekv9Q8/HrZPA7jONh3yt5XWDioTSoNxRZfXPdsYvIEYb9C6ZWstdkKkPIJ8fd8rHyeQDAlyCnfcxrfw6Zz+3Tuj9x/ySVpFeKCsBLAihkn6Ik2X7S6SZ4nUzJt/+8q33sgn8dher5e6roSx95XnfIdsPgqlc97zqob434l5ROiARqx+bbp+zy+hpR1ZwhdOCtyOEXOs9O9nfavs9b5Asfwt20+88dJyvechsc4vXzV8zhM8+q2Zs/vt9sCpOGtpYlDnPKBzZdPr0TKJ0QDfKx8R9b50CCSG1jIOl+692GeqaVVNXglCsHWyYA0pTcqFw+r1kGzvSYDaSEkPf9ewtmFo3zV7fbYVvaGIdzeAjewBE2Y1CSWhtgzXvZIxcpXu55aiZRPiAb4XPmWqr2dprDEZ8Szs9uHbsFtROEOKXhfTOisov62eFCOnj98nKIbm1KGaQ5kDbpBeTpp0LX8t2mdV76qdovt1LjQuCHmfbMjLj2Shn2R79gkxk10ntNLr0DKJ0QDNHWSXfQCWG6L9fXMe0kahBBnouhlok3UBYUQ30IRq4UQQtwLKV8vyAZCdOqWv9HLPHiS9SB/1x8O1Yu99xv1h1o+6z+8P0j5euOk3fUXoUvlu9UrlPJtfPnAzDWR8nVA7Us6PG3UZ7LSpfL9rRj8GClf9pJb9YdapHxtk252JJv5zRkClj/4zT+n1xEsdkx0VqAkcvSePE59KR845BKeKtky/FUE7RPB7/H93tMDP6SfH2iHn/QH9pywn7P37vQHVl/ePvw7+hW8R6Da4vy8/3zWH6R8J0LPHJIT/SwsDo5Y7aT1QGHUtB0SJSA46m+PwfcDPV/4gwjap5GJBoeiEsF+Xt0OP+oP9jntM/AZXqXNR+rL2qc5w5FGfqiLyE/7z4f9Qcp3Iqjz0ShiJH+2xAYGuUOwEcELmVIW4bqp772ED6Kp7fVl6b+CvUc3QgLIVNsOv+oP6X1BHNoPlK+svmH+lgaGonGqIDoj6z+f9gcp34mgTukF8HQ7MfYHXE/5tr+jyqb+4C32SeThubbykXag6T+FvEeifLCfV7bDz/rDt5XPe++0hqD9f0VhzK+i9476z6f9Qcp3IqfYfIFD9Ko2H+nm1lFB6nk75etxQ2DscGJzdtTPK9uhEeXb/3L6+Qc2XyYzyPPrvuH1W+j7/sjmY7eV8v0J8GU463wwfzz6X0X59ud+T/neTjsaYZy4b2ybvOZ911Y+1x3cTk+g79Gbs6N+XtsOv+oPdgkJLzkF/Xy9pHKdD697gUK8SP2/4VV92M/h+Obkhz6DD/uDlO9UjAlONl2FrwHm3xPjiNVrYc2Md1Ws9QoiZYeej6hi5MetgV573H7+jddSp3wLbyS38f4W+ijc24n7+YF2+El/mGmkddjP1x/KlW/B9WXK105X2MHLNnx8Q/m9deJP+oOUTwghxL2Q8gkhhLgXUj4hhBD3QsonhBDiXkj5zsOeMDGrqjY5WnnefwpWYYOjKmjnSwM7txyc53RiKqB9rKR9/jRWx9+S2fIUd6HLtkMdtJ/0zlnfS0uw8dAZJ5clV1+8p95rhlj5xvSTa7gRWyU4TzPPwVYkdKYh2q85j5lGb+G8Tgn7c647vEf/8D7ZxJruFGfl9Az9VkF/uHI7VMK/o44563tpEDYesvQ9iW9yT7ZwgvwRSPnsIdRhGKItpdGkwmzuXeOo2jYnhzQuTsnpY+eQa1b5mu7ZhvQ56dGl1wbnyFTmG8KbOLF0LrxKTn+4YDtUUnZYvFfO+l7apDRKA6pvEg0o1Kk0f0SqfOO0hkGdx2Gap8GWnh7XXM3C7VzhPKZH2dp/B6dCD5FEIQuiOUV6HsVxdPTQpOA5SZibYXpGub32IeX0zavC26vHfqCqU4C3INNPeues76VNyg44wvqu2R6vjybRSZQ/ACjf+/Tf6/rnpnxhW9pQDFu8tCDhjpgzrOmPYQOWGDGJs9ktvyH4c6bVfK4TLf/Ub/T39Ub8IN4EdnyCxYfrtUMlF3cGnPW9NEihwUfqu+ZMJopO/gCkfK97D6twJhEXgrtJ+QDpOlzymsvmaKT/9rfOZ1MilwX21d/O5ovaCn9GSbWv1w6VdGnrlHPW99IaVX5OvJZnvpA9kJmTPwIqn2lwZvMl95fyWdxe+aLIL88Gtm79nSAWEZpPJTn7m9LWku5ykvKV0OP6VjlnfS9NwUYv16rz6/v+epz8MUT57K2DdT4UYNlTvluu80V7O4mBlt+L5W3262J6kbf5DHG/d9un6S/7IKa1cIcA/eGK7VBJL3saD3HW99IQbPDKDWrAqg12uMTtdMzms5fTKUeJt/NGyhc0Tjj7YnMQvHUBuq9p+c0Bn7NgMkb2w1SX0zFg7/SC+8O126GWLs6xVXHW99IebDz0xsllWVB9/QPOlconhBBCXBspnxBCiHsh5RNCCHEvjitfNtAIv67+Quv2ZmtfX17nOFpfp7yGvfFCCHFdjipfuPOlhgMjfunhjy9yvL6MOyofijCbnBNl50eT3fyN7+ygEXjJwjzJf6x9hBAeB5VvHg+PNwdG/LIgN9/kg/ryIm82WNl5Ctl3VXbQhx72aAs3Au87S0lkc0P5QSghhMch5QMGULkv8DXib27KYO4/2m9/nOHmXjfdXB6nsvtGhRHb0jlgia2X4AKU/11fuBEZ727ff+lylLPDMx6q2fwiTO9wylDrtKBRI0raRwiR5YjyoQ+tTvmC4T9Ughd+TDo/3c6YzRBi72ti3BQMpFF98Yn+ZVmeTxvVNDx6hSNYGhHbH4M8vymst4F/hUSY3X+F9YrSnzyyc7OQPkZNNZi/sH2EEHnqlQ+veNXafKY0858+nKF8oVjsBXmBwLzxM65v0eKiuRnLD+ISrfHi4PNfAHJEf/0N1jNJL4js3BagA7iRx2n8lrL2EULkAcoXL53HAw+NK1I2C/+28pHI2r5tt9UDFAdGLSeeUNJuhQ9vY+DUNWgvwAizb6wRbgHpRZGdm8GfJxVENt+SS9tHCJGn0uajM8yjNt/+V5BeFn61wObLZAZ5YudifI23NgN8lx/afNeBzXjevxU78qL2aVn58gZ7unWnyqEpR6cQx6hTPr6UXrnOB5xV+4j2Np0+WufD62porWWe+eYJWF+y1GZVM42mivMj5fPdr/2u8/EIs7UGTTaycxsUhBUvimwug0+I06lRPm9JoUr5hmlCGxTM6scnO1wWGFnb22VAHIu8vtCtafyUwzQHCoXyU+VzH6pf5VvYQbYDW/X53td2oBF4g5cbdnKaX0cZhDiVCuW7297pu9VXCCFuQrHy3W1J4W71FUKI26CI1UIIIe6FlE8IIcS9kPKdit24Giejw3nZ/OgI9AW9sDXtRiNBN0hlf2D/p3Y+vfWGEKItoPJF28z0VeVZT2KM6Q5SGKk5kz859eHk75radluKIjv/ngP1MulJ9DuW3lEoGyFaIlU+eEQK7aDejhPhSM2vXfssvmLXu/MdwNkJN1Jzmt8/0NFhuOYiatttT257XlZer6IID1F41/zBHyEEolD59lAZ+3nbbfcjjtQcxFdEwVHuonxupOY0vxfr5LojXG27OVc1RXG9Im3f3jtLz/QTIYQH8nYiO239AOdxGMdhnEkECfM53vPLpAHViOcY5LezhGD6QMu/ALXttnTSpYrrxYx7bvS7/UQI4eHucJnNf+zzmp/O4zA9X8aeOehdEKm5i2HqBLCS0UjNuZFxnO5r87nt1kt/Kq5Xtc23uP1ECOGR29sZfoHTK57XPA7TvIb2YpGay4JOX42zvZf3Xedz2q2juF3l9apd58vdRwjBSZVvHrlzZd9oOAyrr5NFamaRqZc95YLfKt6xEgbwLFey3Lh5HSrarSASdDtU1Kt2b6d7FyGEB1K+4EgDnG6GAziO1DyP703dcJ3masoXOnyjKoNIzU5++9PWQG75HVPbbk5k56aor1f4Q8F5PthPhBAlfO8ku+ahQgghWkTKJ4QQ4l5I+YQQQtwLonx2DaHNhRRxEdgM6ZwuGC+2rXz0yEKIznGU7+8Ntu7X7NkOhctGmj6BrG8AR3B5RxCC8RQMUj4hRMpPlI+GdEpObIEtch/YAFUOWLbHle59hbvPLxFp+quO62PK93wfJzXxFCBSPiFESrnyvUaoTYrsgMNsNZAe70k38XcDqUhMpFwYKLLd+2FOHaL7coIbGpvNpsdxSvmJ4xrxwBHAWc2cdPhegidJIyZHZmtlu7mRzfH7cvrVlgFFUB+mp4kdy4iffsW7RghxdeqUz4RaQgdtg4N+LH0hx3vXSDHbHXLKR04BOxpTbfOhsFE2PTriyKJMVd4aRwAHIbzcdNb+nvI9YNVqHn7mkc2d9xVMUEBo07glIxyzT8onhEiptfmSAtgQ7w39MDRJsGqT3j+5JrzBfgETCF4FjBdCGNg/GSPvoMMwklZULZJO2z9j8y3pLzUPzyObs/eVje+a2nzFFp+UTwiB+Fj5PIFgSpBTvuc0vodN5/bp3B+5/5JL0irEBWElgBUzTtATbb6SCOC5SvH2/67yvXUKRDZn76tO+eosPimfEALRiM23Td/n8TWWrTtD6MJZUbT+yHl2urfT/nXWOh+LAP4Vm8/8cZLyuZHN8zEncdcIr3traeIQR0j5hBApHyvfkXU+NAjmhIys86V7H+aZWlolYomvJTtciiIOk8f37osigNNQpyQ9/17C2YWjfNXt9thW9vbI5swNbZo26iZ7hvg/dgo84y5SPiFEyufKt1Tt7TSFJc4q9zhfbm/nWhJIyt0XE/rVqL8t+d/2wud3Ixdn72wjgKelhT5CkE4adC3/bVrnla+q3WI7NS40boh5fAzTNPLSI+XbF/lKxDhu/JXshUKIC9PUSXbRC2C5LdbXM++lGC5CiDNR9DLRJud0QSmfECLlexGrhfg9Uj4hRIqUTwghxL2Q8gkhhLgX/wO3/VHPtkhF5gAAAABJRU5ErkJggg==" alt="" />
free 命令可以查看系统内存的使用情况,-m参数表示按照兆字节展示。最后两列分别表示用于IO缓存的内存数,和用于文件系统页缓存的内存数。需要注意的是,第 二行-/+ buffers/cache,看上去缓存占用了大量内存空间。这是Linux系统的内存使用策略,尽可能的利用内存,如果应用程序需要内存,这部分内存会 立即被回收并分配给应用程序。因此,这部分内存一般也被当成是可用内存。
如果可用内存非常少,系统可能会动用交换区(如果配置了的话),这样会增加IO开销(可以在iostat命令中提现),降低系统性能。
sar -n DEV 1
$ sar -n DEV 1
Linux 3.13.0-49-generic (titanclusters-xxxxx) 07/14/2015 _x86_64_ (32 CPU)
12:16:48 AM IFACE rxpck/s txpck/s rxkB/s txkB/s rxcmp/s txcmp/s rxmcst/s %ifutil
12:16:49 AM eth0 18763.00 5032.00 20686.42 478.30 0.00 0.00 0.00 0.00
12:16:49 AM lo 14.00 14.00 1.36 1.36 0.00 0.00 0.00 0.00
12:16:49 AM docker0 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
12:16:49 AM IFACE rxpck/s txpck/s rxkB/s txkB/s rxcmp/s txcmp/s rxmcst/s %ifutil
12:16:50 AM eth0 19763.00 5101.00 21999.10 482.56 0.00 0.00 0.00 0.00
12:16:50 AM lo 20.00 20.00 3.25 3.25 0.00 0.00 0.00 0.00
12:16:50 AM docker0 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
aaarticlea/png;base64,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" alt="" />
sar命令在这里可以查看网络设备的吞吐率。在排查性能问题时,可以通过网络设备的吞吐量,判断网络设备是否已经饱和。如示例输出中,eth0网卡设备,吞吐率大概在22 Mbytes/s,既176 Mbits/sec,没有达到1Gbit/sec的硬件上限。
sar -b 1
aaarticlea/png;base64,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" alt="" />
sar命令查看当天IO统计记录
sar -n TCP,ETCP 1
aaarticlea/png;base64,iVBORw0KGgoAAAANSUhEUgAAAskAAAGqCAIAAAB2307TAAAgAElEQVR4nO2d24GrIBRF04/1UMTtwnqox37mfiQqj3N4GDSga33NRDyyAXELqK9///79BSzz9DI2/PUY1rymeWkT6wSseYlStd8BAAAgw0vxFisHjUGDEJeAtwAAAGiM5C0eBN4CAACgMSeNWwCUoHk4miAAwMBo3uL6m3b3cjLkkIE1SvatGVXS6WTHh+T1Ota8jP37W+YJ49E/tH+A53G9txAvJ9Y496fr8V234XDwclI1zbH7BN8saL//LfO0Zmz/8yPAmJFnWE6dHjrmLZZ5Mvbv78+aW1iLdDv3mtyqN2iH2WII0r93OP24t2j/AHCEQm/xvgZsnZHbp2jjDcLvYQ+3btjuP/d9/OOLlyDnAM42r8OUukkhfIx3QOe+y/3dsRNBBsPs1lyevbx6O0nKEr+L9eLlxKnnz+/B0EtluUme1BlakOor0a62BNGPa8zP6EUardTkcs7mpxC5PEt3CzLvtu5FaG9uQywMfNVxi44OAPejwlu89rtxb4jB+2d3C+Lvf1JHswZ0LUbOW7gxnYMlerHqcYvAsKyXs+135++gxMJOt+bQay8ulaHQkSu/a+Wf8hYvUVpN5jcjsA9Drdf/RH15FjCUEniL2O2kr2565uVy1tp5LYnyzO3mpNN3S3vZbODLjluXDgBuQ9W4RbS3dhFNXVzjUOHseXz8aB//APsO2iVYlyCjjTy417ZEZ1zcV5dmQrtFVH5Xyz8zbvEXb6nJ/LqbNZMxk1unWn35wQU18bhF/ahFziE4mWh1FUyUZ/luktcSEvrWvSg/lx236OgAcD++8xapS7B2rc15i2U2nwtT4vDx/as0SRDtEksIAynXGEmYM1XScNwimAXPXPMq6+Vkb/FxAtZM8/Ku1HVFhFZfdd6idtTCCRu3h6pyTikuaD+neAvR5RZlMwp62nGl8ADwAHoYt9huQa15d3zrGjB98LVkqjfoIpvPibj/pceKyw/t3QuePW6h368f9RbLPL3M/J7Rsmaa7Tq5peU/O8YejVt83Eo0bZbHbQ9aOXc1bpG4yNfms35OpM1xv9kLAAbmO29xZL2FdJnJWYX48PJg92KtOlpQvPIs2tcZoIju+4WLf3yg8r5Vvf5Fq+v+kr/n68X3b4lrYXW5fSIt8zRN/kJOcammV4SRktBbhPNnadT2oJVzX97iU0nyQ7iJgHGjqPMWR49bGh4Abs+X3uJPeR4h8bs3sJp5rCF5eH9QW3iqTlgXWDqUro0hB0Pg4WUvyL+fnaIDO1Gm2XrXCHEQX/9dKdA1/md4qGQMv6LcwrGWMGhYENa8pnk2evTAW+yLLYrsTqI9yOXcmbfwM+rU5BFvkWiHjY4r56Ou/QPALejn3VkwCsKyh9DBtDwWl6N6KDYA+Cm88xs6hCb4DdwcAMCPefi3ygAAAKAxld4i8Xga/IAn399ry1vvhLvWFfLYkpeeXBgH4Cg9929F/VLv3sKd2698WqFsH/cAwpLHyot2/KyDEn/b1KbtyA9z1JSDjh6lNr6evvw9TE76Ts+7HPGaX3dDrOlp/kIrn3xr8x9MFuMUnddOnET62npsdT72Ro/9w+iI/ZvUrg5ep1qQ7ZcCb9Hd02LWSk98JjjeCj3fVH3cLamaeI+/pmv3DafYWzQ6G93A3jT+ITeQftSoOFqgVngc4YtTrfo9KA7+Y8vC7/Kzytn2UPUc8NBoz3Kr7dDBfXhIi1NyXrtxtPTV9XjTq2OX/cPohKd7ol3VX6e8rsn/1kHcdcYvvvGOkO6XCr2F9oToJ31k4aP3QOyvV9Dee5GlqIP9whxVvp9KSvd+nDFxhhx978W6v1AFcuwDocV6Cd904d7P1ZRz+iHmZLlVxMo9q6w9EfuRHj8Ak8tSyXtQ3LpJvyssUUjdmf5zUMtHa4c73qBFupz3MPJ75+SC/qoex66/sfqH0VHLIv/keeY6FQ2H5L5BmPEW6SxVjltIZ5GT222z4i3+nIZZfS9W0lzfh9quETXx1cX1ZafJsr6xXDsH6t4aIu3tns/CmGHodOvKQa0X+3kdlvdYY218PX223CKqrsBKubW6igvvsYje36pcIf/kotYOPfbFqZBU+YjtcMd740mmnPeA0gyU1pi/qccv+qVOGKd/GJ3KW6fCrTWR9/+y3iJ11AbeIjjJMt5iNcFTnbModCJrQ98PlG+Qa4sWwxced9G/s5aIX3698LMRH0Q74beNZe5IqhfnBj98h1h5fC19qtwSsQq6/z3zUrn5N2LpGJm8iOdDYhVP4vRJHfoRnWuqfMR2uBIMNuQHEr4ZtDhQj0fOx94YpX8YHb1/Sw/uFL0QsiCyW115b5GomB94i2TPLlI+xBEUX+IylN1XPm44bG7sn3MGJIs6jl9+GYtH69M5PVYOQr04e7pba+PL6cvKTYhV7C2S5bb1itEu0u2sUO9pb+GOWziW5uC4xSM6V718lHb4IRxsyJSz2p8ogxZR+up6/KZf6ocx+ofRqfcWFTfeicjS3VD33kJKZEzYp2tUtaqglOvOYf9I5cf1pu4zYyAFlzHtECklmd6zqBykevFzuEetjS+mLy23gJr5jAN2vvmciD7GmL+9Ltt2H8rKLahVYbAhUc7JWUthg5i+th6/6pc6YZT+YXQq50QqZ5PrBmt7nBPxW5nbHLc9ykYG08UhBHB2iMcxkwf0DpXweEm+H7eQ85kZ6omvobXlINeL/o8aXyGTvsZB1px8crmN9027Z1gLtXz0dqgMNmjlnLx3EzZo6avrsfZ86Y2B+ofRUc91YUPddep9MVaaef6QgkVM9UuCt5DGfrVQmrfYI03uN7H8XuGtNNliwvwE95fi3o7dDbOqXLPlsaBDfjk8B8T4SUNeoivKkXY6FpZDql7coojGBORWoheNmv6b0Slfm2jsg3JLFaWnuGTMQ69EOcy+rag9JAXfkbh8gp/DLidhx8Lk+nktx0n1A7X1WHu+dMRg/cPoSKPQcrs6cJ0Spz8SFsE9uHT11A/JO7+hFZExPbEndcYI7s6DpNZT+EHcy+IMzcnnb6v+QY3TJptdMMBJn80i3gIGpWDYa3gG6GJ+iTD/+9M4AM3ouX8r6pfwFgAAANASvAUAAAC0BG8BAAAALcFbAAAAQEvwFgAAANASvAUAAAC0BG8BAAAALcFbAAAAQEvwFgAAANASvAUAAAC0BG8BAAAALcFbAAAAQEvwFgAAANASvAUAAAC0BG/RJda8XtO8tIzX58d6P9xVb2tdieN0ofcqnqYXYDgEb2HN64Nz+u4/FnaW7g5eN+BuqAgldCVFH5Efk7bXpGWeOi+mu+q9xlv0o/canqYXYEBCb7HM09oZOn/+/VlrnRRVV/Sgf6245Vjm6fV6vYwx/hG139N5iCyNNZ67udiq2OLMf3+kK26d+wG99+ZpegFGJPAW/gVPvvx5nmP7Rb9QBukT3kKLo12Gyy/PXso1Q2/DsWbNmtc0Hb8f8tyLF+XjhBxXEzgdZwc37R4kLnFr9h+cfaTcBzd5cW5yqozd8utXo6hXiy//3pveVsi60vlRdO0/T8ZMseQu9P6pkm+rFwBS+N5imaewX4hP1/iKnvQWQUx5yiUdp7G3WP+z5mXmeVoHMabZfjHWuixrOXmltsyT0uUlMx9uDP7f/Zk7iiRWl3+TVztY8q6szx7eAJSs92hN9aK3NRldO5out8zFgbU+9MZt/p2Lu+oFgAy+t8h3hbLdEFlNhJK8YgqirbfYujVrXsa+rc8yT9O8NJrHdQ6WKK4qb+E5tGX1Q2H80MbFM9O61SnJh6Im0CslyR23F72tCXWlykfSFZd/l3rDhrFl+6Z6ASBH1bhFhbFwUNezFVuDNt5iZ78PN/YtapqmeflujZg3OOve6ish67yFUzXOpVaYXfFKWp6Z3nKaF5vwFqLeZPzEcXvR2xqxkoX8KLqCEy661vaiN31Pcj+9AJCjfL1FfBNRirbnxd4iSrmOtLt3WQe7J2+B6xnjFn/bmgNvvUrS7WXklDzDoLUHTW9JfOn3XvS2JlXJbn4UXelrbT961XELLT+D6wWAHMXPiaRO3PRaTmVX7/KUjnOyt3CPf9BbhP2mPwEjZjJ5mdTyO82zf+uWGBQWbvIWa+vmqt2JK1eXoleLnz1uL3pbExxTz4+iKyxz3+n1o1dZb3FbvQCQofD9FuEYZvY5EW/EXBwwF7qWMI4/7O4PnaaGxmPO9hZuCU2z9XSokwdOoZbcx2sdsh/fueIrAUrLbMuHER4TkfVq8bPH7UVva0JvkcqPsnEr6HVt0Ja6L73useWmfy+9AJCC93Lek0bvABjmXvAR7zyw+5O46AWAnsFb3JFoROaLQCN4i2Z6e8Z/tBO9ANAxeAtIMIi3uC/q3OJNeZpegLuCtwAAAICWjPqtsur8jI9YLwfS18b5Feg9lh69APBzhvxWWX1+gudc1td8e8ZEsjDdoNVLbfraOL8CvcfSo/fMXANAKUN/q0zLT0z0bP3nrUyOubDffavsXErqpSR9bZxfgV70lqQfRS/A4xj6W2UlW6U0n/9sy2+VnUpRvRSkr43zK9CL3pL0o+gFeB5Df6usPD9uhG0SxZ70rbL25OulLH1tnF+BXvSWpB9FL8DzGPpbZeX58ddbfGLZpt8qO5On3eehF70l6UfRC/A8xv1WWVV+ku/83jZ26y0eNz+NXvSWpB9FL8DjGPVbZcn8yHlQvYV7/F67Jn09/HtIJsz36Ovq0btuQW8q/Sh6AZ7GkN8qy+UnZnhv8acugpX7Yj19ajFtV6DX+Rm9w+sFeBS8lxMAAABagrcAAACAluAtAAAAoCV4CwAAAGgJ3gIAAABagrcAAACAluAtAAAAoCV4CwAAAGgJ3gIAAABagrcAAACAluAtAAAAoCV4CwAAAGgJ3gIAAABagrcAAACAluAtAAAAoCV4CwAAAGgJ3mJ8lnl6rUzzIiWx5mXs1fn6Ieit3l9rOl1C/QJ0juAtrFkvVE5z3n8s7ITcHbzTwt1QEUo4tbTfn8UyT7liXObpUcWE3lrG8hbUL0D3hN7CuVJ5Fy1rrZOi6ooe9FsVFvxzQ26M8Y+o/Z7OQ2RprPHczUlWxRZn8licfHxrerhstCqHkiNdqfc6XXoOeqjf6xhT7/F2MqZeeDqBt/BPAPl0iG+U39d67cQJ0ie8hRbn+GVVTLlm6G041qxZ85qm4/cHnnv5RAkcjbdhmmfz/uWterc7xm77ffKmxHHnQsQholWt4Msqho00nEjOAaT4ajl89G77ePkpj99Ob11+juiS2snWPoUhw3P1uqn9pqPHkevF+XkyZnI2Sem18kmVfwu9BxCLSM9nXfs/u34BfobvLZZ5CvvxuPnGV/SktwhiylMu6TiNvYXTk5t5ntar+jTbL8Yel2Utp9hLRZlch0iWeXqtNmeal7VwnEuXP6xyoBD8m55mN9nu6JUjOBFf3OTau2WtimPxt4jf6K3NT7UupZ18TgrfmlygV9tPjaOVg9tW3QHARD1K5aOXW1u9pXhV7WhJ5b+2/V9RvwCX43uLfBdTMLvv7pww1xVTEG29xdZFWPO59zD23T80mtfMD/6sVmLzXa638O9pst1WshBCRZuZ+RK/Gez2MRG/qm89EH9N+ZXe2vxouxS1TCdRkH47wNl6tfxqcbRyiNvtXl/59Ho+hOOf0p71w73ES3uqndS0/6vqF+ByqsYtKoyFg7pOrNgatPEW0Yjke3ZmmafXNE3TvHy3ZsqfoejDW8gztVtOj4uNR3mlYWEvftU1+ED8925f6j2Qn1pvIbYTzVucrTeZXyGOUg5Bx+B7CKncmgzCfaG3EPVeK2foS9t/Iv17n2v1ArSjfL1FOLdRjrbnxd5CugD4HcVxb+EtcG02buH9V18IGTmq5yugxGUG8b8YtyiK30TvgfxU65LaSdJbaPlvWL9pg7rHUcpB9RZauTUZhEvksxHV4xaJ/GR3ObN+AS6n+DmRVENOrrfQdvW62XSck72Fe/yD3iLsf7XBhz257i2kqWoljirtvSFKvljbaO5WHpxNxRfzn57Xr8t/C72V+Vm3FOvS2oniLU7Xq6TV4yjlEGrxG3HJmq18nk9tzwqp9RbCsWrb/2X1C3A5he+3CMc2/VYveAJv5Nfd4myIT50gjj987A/BikOtKmd7C7eEptn6OpzC25eyJcYtjJFFxXFUaYoWv+C+vOkRgqXjC/lP9Y918dvorczPAV1yO9G8xdl6Fd3JOMrGTdi6himVvtEgXNP2rOAeIzeIWNv+L6tfgMvhvZxd0exe5GnPxKO3I1an3DRkx3pP4Gl64X7gLbqikbeIRmRuDno7Qpjs/Jau9Z7A0/TCHcFbdAVzqDAk6hwoADwSvAUAAAC0ZNRvlVXnZ3zEejmQvjbOr0DvsfTo7ZOn6YWHM+S3yurzEzznsi9WD17e3O3pqtVLbfraOL8CvcfSo/fMXB/naXoBhv5WmZafmOgZ/Wlu/K2ycympl5L0tXF+BXrRW5IevX3qBRj7W2UlW6U0n/9sy2+VnUpRvRSkr43zK9CL3pL06O1TL8Dg3yorz48bYZtEsSd9q6w9+XopS18b51egF70l6dHbp16Awb9VVp4ff73FJ5Zt+q2yM3nafQ960VuSHr196gUY+VtlVfkRI9h23yo7m6fN16IXvSXp0dunXoBhv1WWzI+cB9VbuMfv9VTV14e/h2TCfI++zhy96xb0ptKj95r8A9Qy5LfKcvmJGd5b/KmLYOW+SU+fWkzbFeh1fkYvejO/A3QF7+UEAACAluAtAAAAoCV4CwAAAGgJ3gIAAABagrcAAACAluAtAAAAoCV4CwAAAGgJ3gIAAABagrcAAACAluAtAAAAoCV4CwAAAGgJ3gIAAABagrcAAACAluAtAAAAoCV4CwAAAGgJ3gIAAABagrfoEmter2leWsYztlm09txVb2tdieN0ofcqnqYXYDgEb2HN64Nz+u4/FnaW7g5eN+BuqAgVdCXV+RmLttekZZ4674nvqvcab9GP3mt4ml6AAQm9xTJPa2fo/Pn3Z611UlTdNAT9a8UtxzJPr9frZYyJvUVdfjxDs2bHGs+YSBbmRGws6rQj3dB9JUDvvXmaXoARCbyFf8GTL3+e59h+0S+UQfqEt9DipC/DcX5ivAjrDm/Dse5qzWuajt8Pee7Fi/JxSI6rCZyOs4Obdg8SK7Rm/8HZR8p9cJMX5yanytgtv341inq1+PLvvelthawrnR9F1/7zZMwUS+5C758q+bZ6ASCF7y2WeQr7hfh0ja/0SW8RxJSnXNJx0t6iZABA9EzWvMw8T+sgxjTbL8Zal2UtJ6/UlnlSurxktsONwf+7P3NHbcTq8m/yagdL3pX12cMbgJL1avFzx+1Fb2syunY0XW6ZiwNrfeiN2/w7F3fVCwAZfG+R7wpLBgmcnRM3ExVTEIkepDA/boStW7PmZezb+izzNM1Lo3lc52CJ7FV5C8+hLasfCuOHNi6emdatTkk+FDWBXilJ7ri96G1NqCtVPpKuuPy71Bs2jC3bN9ULADmqxi0qjIWDup6t+KZDS1ieH38WYr8PN/YdZJqmeflujZg3OOve6ish67yFUzXOpVaYXfHKQ56Z3nKaF5vwFqLeZPzEcXvR2xqxkoX8KLqCBh5da3vRm74nuZ9eAMhRvt4ivokoRdvzO29RlR8xwjrS7t5lHeyevAWlZ4xb/G1rDrz1Kkl3lZFT8gyD1h40vSXxpd970duaVCW7+VF0pa+1/ehVxy20/AyuFwByFD8nkjpxk+sttF29y1M6jtBVVXYkSW/hHv+gtwj7TX8Cpn7QRcvvNM/+rVtiUFi4yVusrZurdieuXF2KXi1+9ri96G1NcEw9P4qusMx9p9ePXmW9xW31AkCGwvdbhGOY2edEvBFzccBc6FrCOP6wu7tPOj8xZ3sLN0fTbD0d6uSBI6LkPl7rkP34zhVfCVBcaGs+jPCYiKxXi589bi96WxN6i1R+lI1bQa9rg7bUfel1jy03/XvpBYAUvJfznjR6B8Aw94KPeOeB3Z/ERS8A9Aze4o5EIzJfBBrBWzTT2zPOfAF6AaBv8BaQYBBvcV/UucWb8jS9AHcFbwEAAAAtGfVbZXr82yLWy4H0tXF+xdP0yu08kxy94+gFeBKjfqtMj6+miSyNNZ67qezqrkWrl9r0tXF+xaP0lrXzaBf0DqIX4IHwrbJ9JfpX3yo7l5J6KUlfG+dXPE3vm/L8oXdEvQAPYvxvlRW9n1Psg2zLb5WdSlG9FKSvjfMrnqb3Q/G1Eb1D6gV4EAN/qywTX42wTerYk75V1p58vZSlr43zK56m90Nx9tA7pF6ABzH0t8oy8YM00dpP2/RbZWfytPv4p+n98LT7+KfpBXgQ436rLB8/F8G2+1bZ2Txt/cHT9L552vqDp+kFeBCjfqssHz8fIVpV2q+3SKyHfw/JhPkefV390/T+/f3prRS999AL8CAG/VZZ7fv7hvcWf+oiWLkv1tOnFtN2xXP0Jto5ejfG1QvwQHgvJwAAALQEbwEAAAAtwVsAAABAS/AWAAAA0BK8BQAAALQEbwEAAAAtwVsAAABAS/AWAAAA0BK8BQAAALQEbwEAAAAtwVsAAABAS/AWAAAA0BK8BQAAALQEbwEAAAAtwVsAAABAS/AWAAAA0BK8xfgs8/RameZFSmLNy9ir8/VD0Fu9v9Z0uoT6BegcwVtYs16onOa8/1jYCbk7eKeFu6EiVHBqVefntizzlCuBZZ4e1TOht5axvAX1C9A9obdwrlTeRcta66SoMtFBv1VhwT835MaY2FvU5cczNGt2rPGMiWRhGmDjzDeNk49vTQ+XjVblUHKkK/Vep0vPQQ/1ex1j6j3eTsbUC08n8Bb+CSCfDvGN8tsDaCdOkD7hLbQ46dOy4Mbdj7Du8DYc667WvKbp+P2B514+UQJH422Y5tm8f3mr3u2Osdt+n7wpcdy5EHGIaFXr/ujt9FWf5URyDiDFV8vho3fbx8tPefx2euvyc0SX1E629ikMGZ6r103tNx09jlwvzs+TMZOzSUqvlU+q/FvoPYBYRHo+69r/2fUL8DN8b7HMU9iPx803vtInvUUQU55yScdJe4uSGwLRM1nzMvM8rVf1abZfjD0uy1pOsZeKsrcOkSzz9FptzjQva+E4ly5/WOXAuIV/09PsJtsdLXIEJ+KLm1x7t6xVcSz+FvEbvbX5qdaltJPPSeFbkwv0avupcbRycNuqOwCYqEepfPRya6u3FK+qHS2p/Ne2/yvqF+ByfG+R72JKBgmcnRPmumIKInFGFebHjbB1EdZ87j2MffcPjeY184M/q5XYfJfrLfx7mmy3lexuQkWbmfkSv9h3+5iIX9W3Hoi/pvxKb21+tF2KrgFOoiD9doCz9Wr51eJo5RC3272+8un1fAjHP6U964d7iZf2VDupaf9X1S/A5VSNW1QYCwd1nVixCS/r8XMRohHJ9+zMMk+vaZqmefluzZQ/Q9GHt5BnarecHhcbj/JKw8Je/Kpr8IH4792+1HsgP7XeQmwnmrc4W28yv0IcpRyCE9H3EFK5NRmE+0JvIeq9Vs7Ql7b/RPr3PtfqBWhH+XqLcG6jHG3P77xFVX60C4DfURz3Fu7Qb7txC++/+u44I0f1fAWUrnHJzA195Rqj/DfQeyA/1bqkdpL0Flr+G9Zv2qDucZRyUL2FVm5NBuES+WxE9bhFIj/ZXc6sX4DLKX5OJNWQk+sttF29bjYdRzgtK0+spLdwj3/QW4T9rzb4sCfXvYU0Va3EUaW9N0TJF2sbzd3Kg7Op+GL+0/P6dflvobcyP+uWYl1aO1G8xel6lbR6HKUcQi1+Iy5Zs5XP86ntWSG13kI4Vm37v6x+AS6n8P0W4dim3+oFT+CN/LpbnA3xqRPE8YeP3X3S+Yk521u4OZpm6+twMrtnPzFuYYysKo6jSlO0+AX65U2PECwdX8h/qn+si99Gb2V+DuiS24nmLc7Wq+hOxlE2bsLWNUyp9I0G4Zq2ZwX3GLlBxNr2f1n9AlwO7+Xsimb3Ik97Jh69HbE65aYhO9Z7Ak/TC/cDb9EVjbxFNCJzc9DbEcJk57d0rfcEnqYX7gjeoiuYQ4UhUedAAeCR4C0AAACgJaN+q0yPf1vEejmQvjbOr0DvsfTo7ZOn6YWHM+q3yvT4aprI0ljjuRvRwvSCVi+16Wvj/Ar0HkuP3jNzfZyn6QXgW2XOY4PffKvsXErqpSR9bZxfgV70lqRHb596AW7wrbKi93OK56Rt+a2yUymql4L0tXF+BXrRW5IevX3qBRj6W2WZ+GqEbVLHnvStsvbk66UsfW2cX4Fe9JakR2+fegEG/1ZZJn6QZucTyzb9VtmZPO2+B73oLUmP3j71Aoz8rbJ8/FwE2+5bZWfztPla9KK3JD16+9QLMOy3yvLx8xGiVaX9eovE+vD3kEyY79HXmaN33YLeVHr0XpN/gFoG/VaZHl9meG/xpy6ClfsmPX1qMW1XoNf5Gb3ozfwO0BW8lxMAAABagrcAAACAluAtAAAAoCV4CwAAAGgJ3gIAAABagrcAAACAluAtAAAAoCV4CwAAAGgJ3gIAAABagrcAAACAluAtAAAAoCV4CwAAAGgJ3gIAAABagrcAAACAluAtAAAAoCV4CwAAAGgJ3qJLrHm9pnlpGc/YZtHac1e9rXUljtOF3qt4ml6A4RC8hTWvD87pu/9Y2Fm6O3jdgLuhIlTYlajxb0Hba9IyT50X0V31XuMt+tF7DU/TCzAgobdY5mntDJ0///6stU6Kqqt50L9W3HIs8/R6vV7GmNQRS/pvz9Csya3x3I1oYc7DJkW1PdIVt879gN578zS9ACMSeAv/gidf/jzPsf2iXyiD9AlvocVJX4bj/MR4EdYd3oZj3dWa1zQdvx/y3IsX5eOQHFcTOB1nBzftHiRWaM3+g7OPlPvgJi/OTU6VsVt+/SOxfrEAACAASURBVGoU9Wrx5d9709sKWVc6P4qu/efJmCmW3IXeP1XybfUCQArfWyzzFPYL8ekaX+mT3iKIKU+5pOMkvUUYX0T0TNa8zDxP6yDGNNsvxlqXZS0nr9SWeVK6vKSocGPw/+7P3FEksbr8m7zawZJ3ZX328AaIZL1a/Nxxe9HbmoyuHU2XW+bK3GAPeuM2/87FXfUCQAbfW+S7wpJBAmfnxM1ExRSE3INk4qsRtm7Nmpexb2uyzNM0L43mcZ2DJYqrylt4DmpZ/VAYP7ZZoSLd6pTkQ1ET6JWS5I7bi97WhLpS5SPpisu/S71hw9iyfVO9AJCjatyiwlg4qOshim860gnr11vs9+HGvkVN0zQv360R8wZn3Vt9JWSdt3CqxrnUCrMrXknIM9NbTvNiE95C1JuMnzhuL3pbI1aykB9FV3DCRdfaXvSm70nupxcAcpSvtyiaexDR9mzkLUpyJkZYR9rdu6yD3ZO3wPWMcYu/bc2Bt14l6fYycko9mdQeNL0l8aXfe9HbmlQlu/lRdKWvtf3oVccttPwMrhcAchQ/J5I6cZPrLbRdvctTOk6bcQvVW7jHP+gtwn7Tn4DR1hzq2dbyO82zf+uWGBQWbvIWa+vmqt2JK1eXoleLnz1uL3pbExxTz4+iKyxz3+n1o1dZb3FbvQCQofD9FuEYZvY5EW/EXBwwF7qWMI4/7O7to8aXOdtbuCU0zdbToU4eOIVach+vdch+fKeAlADqQRVVxgiPich6tfjZ4/aitzWht0jlR9m4FfS6NmhL3Zde99hy07+XXgBIwXs570mjdwAMcy/4iHce2P1JXPQCQM/gLe5INCLzRaARvEUzvT3jzBegFwD6Bm8BCQbxFvelcu5veJ6mF+Cu4C0AAACgJcN+q+yN8LDJbRHrpSh99P7sIRa/Hdfrp6+N8xvU86VgD2kl8BBVXHX+Knrr+xMAOJ+hv1W2bs+HC55zWV/z7fVGFS8KvR6tXlLphWdH1d9744heKX1tnA4oek+DWo9d12pA+fmbaLesxQDokYG/VbbM0/vxx0Jv4XW/n7cyOebCfvetsnMpqRcX/61D/juvauL8ilq9WvraOD1Q4oHUehxD4t/fX935m2i3eAuAHhn2W2WfN0EXvi1UvMbYlt8qO5WienGJX7q8D9VIv3dGrV4tfXW5dUBRi9bq8b3zdop1LPab8zd6q1//U14AT2PQb5UtqyU40DdtY6r2pG+VtSdfL9IezojMy72Rl37vi1q9Wvr6cvshmfMlTizUo1elHU+P1J6/Be226ylNgMcx5LfKFv/DmNXrLfbxY9PuW2VncuT+e3+az8zRG5mF33viyeMWZestlHqM1zb1qLf+/P0rabddO0eAhzHit8oSrwIvjLD9uN3sGfv33Tu/z+W7dQNa+n474yevt6g/0/z1NN17iwPnr49Sj4NUL8AjGP1bZYfma/cfo+P32jfpzztkZzbGcxZ/9Xrv+5xIZf06e48gOD5/j7bnjmeAAB7IqN8qc5M8wVv8qYvW9Gttpvh774ir9Orpx1jsp7+Psq5+/U0dC/5Q6i1Uvan+BAB+Bu/lBAAAgJbgLQAAAKAleAsAAABoCd4CAAAAWoK3AAAAgJbgLQAAAKAleAsAAABoCd4CAAAAWoK3AAAAgJbgLQAAAKAleAsAAABoCd4CAAAAWoK3AAAAgJbgLQAAAKAleAsAAABoCd4CAAAAWoK3GJ9lnl4r07xISax5GXt1vn4Ieqv315pOl1C/AJ0jeAtr1guV05z3Hws7IXcH77RwN1SECk8tNf7TWOYpV4zLPD2qiNBby1jegvoF6J7QWzhXKu+iZa11UlRdzYN+q8KCf27IjTGpI5b0i56hWZNb47kb0cJ8j01m/vs4+fjW9HDZaFUOJUe6Uu91uvQc9FC/1zGm3uPtZEy98HQCb+GfAPLpEN8ovz2AduIE6RPeQouTPi0Lbtz9COsOb8Ox7mrNa5qO3x947uUTJXA03oZpns37l7fq3e4Yu+33yZsSx50L0Ydwgpseb6ev+iwnknMAKb5aDh+92z5efsrjt9Nbl58juqR2srVPYcjwXL1uar/p6HHkenF+noyZnE1Seq18UuXfQu8BxCLS81nX/s+uX4Cf4XuLZZ7CfjxuvvGVPuktgpjylEs6TtJbhPFFRM9kzcvM87Re1afZfjH2uCxrOcVeSp7QMfYt+GNzpnlZC8e5dPnDKgfGLfybnmY32e7olSM4EV/c5Nq7Za2KY/G3iN/orc1PtS6lnXxOCt+aXKBX20+No5WD21bdAcBEPUrlo5dbW72leFXtaEnlv7b9X1G/AJfje4t8F1MySODsnDDXFVMQ8hmVia9G2LoIaz73Hsa++4dG85r5wZ/VSmy+yPUW/j1NttvKGS9v22ZmvsRvBru9S8Sv6lsPxF9TfqW3Nj/aLkXXACdRkH47wNl6tfxqcbRyiNvtXl/59Ho+hOOf0p71w73ES3uqndS0/6vqF+ByqsYtKoyFg7oeotiEpxPWr7fYO/TP2ME0TdO8fLdmyp+h6MNbyDO1W06Pi41HeaVhYS9+1TX4QPz3bl/qPZCfWm8hthPNW5ytN5lfIY5SDkHH4HsIqdyaDMJ9obcQ9V4rO5Ja2P4T6d/7XKsXoB3l6y2K5h5EtD0beYuSnGkXAL+jOO4t3KHfduMW3n/13XFGTokn0yhd45KZGyocJyiK30TvgfxU65LaSdJbaPlvWL9pg7rHUcpB9RZauTUZhEvksxHV4xaJ/GR3ObN+AS6n+DmRVENOrrfQdvW62XScNuMWqrdwj3/QW4T9rzb4sCfXvYU0Va3EUaW9N0TJF2sbzd3Kg7Op+GL+0/P6dflvobcyP+uWYl1aO1G8xel6lbR6HKUcQi1+Iy5Zs5XP86ntWSG13kI4Vm37v6x+AS6n8P0W4dim3+oFT+CN/LpbnA3xqRPE8YePvX3U+DJnewu3hKbZ+jqcwtuXsiXGLYwJxKpxVGmKFr9Av7zpEYKl4wv5T/WPdfHb6K3MzwFdcjvRvMXZehXdyTjKxk3YuoYplb7RIFzT9qzgHiM3iFjb/i+rX4DL4b2cXdHsXuRpz8SjtyNWp9w0ZMd6T+BpeuF+4C26opG3iEZkbg56O0KY7PyWrvWewNP0wh3BW3QFc6gwJJVzlABwc/AWAAAA0JJhv1X25oTx124R6+VA+to4vwK9x9Kjt0+ephceztDfKlu358MFz7nsi9WDlzd3e7pq9VKbvjbOr0DvsfToPTPXx3maXoCBv1W2zNP7Mb5Cb+E9oz/Njb9Vdi4l9VKSvjbOr0AvekvSo7dPvQDjfqtsmdfXdFd7i/U/2/JbZadSVC8F6Wvj/Ar0orckPXr71Asw7LfKltUSHPAW26SOPelbZe3J10tZ+to4vwK96C1Jj94+9QIM+q2yZf+qcYW32PnsYJt+q+xMnnbfg170lqRHb596Acb8Vpn/5tvU2Ej6ULbdt8rO5mnztehFb0l69PapF2D4b5UdWm+x/xgdv9dTVV8f/h6SEZajDL3OHL3rFvSm0qP3mvwD1DLqt8rcJE/wFn/qIli5b9LTpxbTdgV6nZ/Ri97M7wBdwXs5AQAAoCV4CwAAAGgJ3gIAAABagrcAAACAluAtAAAAoCV4CwAAAGgJ3gIAAABagrcAAACAluAtAAAAoCV4CwAAAGgJ3gIAAABagrcAAACAluAtAAAAoCV4CwAAAGgJ3gIAAABagrcAAACAluAtusSa12ual5bxjG0WrT131dtaV+I4Xei9iqfpBRgOwVtY8/rgnL77j4WdpbuD1w24GypCyV3JMk/apqFpe01a5qnzMrqr3mu8RT96r+FpegEGJPQWyzytnaHz59+ftdZJUXU5D/rXiluOZZ5er9fLGCMfcd2eD+cZmjU71njuJmFhzsAqos440hW3zv2A3nvzNL0AIxJ4C/+CJ1/+PM+x/aJfKIP0CW+hxVHzMc12nkq9hXHd0TQvH8OxZs2a1zQdvx/y3IsX5eOAHFcTOB1nBzftHiQucWv2H5x9FAPm/hznJqfK2C2/fjWKerX48u+96W2FrCudH0XX/vNkjNDYu9D7p0q+rV4ASOF7i8W/Usd9/N+fdKVPeosgpjzlko4jeYtlnqZ5iaIriJ7JmpeZ32HeN0P2i7HWZVnLySu1ZZ6ULi85bhFuDP7f/Zk7iiRWl3+TVztY8q6szx7eAJSsV4ufO24veluT0bWj6XLLXBxY60Nv3ObfubirXgDI4HuLfFco2w2R1UQoySumIMRsvMMe8BZbt2bNy9h3gHe8RvO4zsESxVXlLTydm/gwflwYoSLd6pTkQ1ET6JWS5I7bi97WhLpS5SPpisu/S71hw9iyfVO9AJCjatyiwlg4qOvZim86hB7avdhUr7fY78ONfYua1kGQ497CG5x1b/WVkHXewhHqqBdmV7ySlmemt5zmxSa8hag3GT9x3F70tkasZCE/iq7ghIsaey960/ck99MLADnK11sUXsUFtD2Pegv/qhZfYfIRth+N/fPvsg52T94C1zPGLf62NQfeepWk28vIKXmGQWsPmt6S+NLvvehtTaqS3fwoutLX2n70quMWWn4G1wsAOYqfE0mduMn1Ftqu3uUpHSfRQx9ab7H/mB5xLSfsN/0JGG3NoV6iWn6nefZv3RKDwsJN3mJt3Vy1O3Hl6lL0avGzx+1Fb2tCV6zmR9EVlrnv9PrRq6y3uK1eAMhQ+H6LcAwz+5yIN7YgDpgLXUsYp2CAohNv4ZbQ++EV+dmPcIWiJkvuJ+UO2Y/vXPGVAMWDPWs+jPCYiKxXi589bi96W5MccQvyo2zcCnpdG7Sl7kuve2y56d9LLwCk4L2c96TROwCGuRd8xDsPnCdx0QsAPYO3uCPRiMwXgUbwFs309owzX4BeAOgbvAUkGMRb3Bd1bvGmPE0vwF3BWwAAAEBLxv1WWX2cwRHr5UD62ji/4ml6a94mtyWXdFXG+RlP0wvwJMb9VlnVHGzwnMv6mm/PlXTdRWn1Upu+Ns6veJTeZDvXd4l0HYjzE56mF+CBjPutsmpv4T1b/3krk2Mu7HffKjuXknopSV8b51c8Te+b8vyldfWuc+VpegEexLDfKqsb6hb7JtvyW2WnUlQvBelr4/yKp+n9UHyNzOga5Vr7NL0AD2LQb5XVxnEjbJM69qRvlbWn9kZNSz/KDd/T9H4ozl5GV+cyN56mF+BBDPmtsvo4/nqLT2Lb9FtlZ/K0+/in6f3wtPv4p+kFeBAjfqvsQJzkio1tY7fe4nHrD56m983T1h88TS/Agxj9W2WFz62UrQbt11sknnd4D8mE+R76uYm/5+n9+/tLrisq1avH6ZCn6QV4EMN+qywVJ2Z4b/GnLl6V+2I9fd0i2B/yHL2pdl6jNxmnI56mF+CB8F5OAAAAaAneAgAAAFqCtwAAAICW4C0AAACgJXgLAAAAaAneAgAAAFqCtwAAAICW4C0AAACgJXgLAAAAaAneAgAAAFqCtwAAAICW4C0AAACgJXgLAAAAaAneAgAAAFqCtwAAAICW4C0AAACgJXiL8Vnm6bUyzYuUxJqXsVfn64egt3p/rel0CfUL0DmCt7BmvVA5zXn/sbATcnfwTgt3Q0Uo+dRa5knb9BSWecoV4zJPjyoj9NYylregfgG6J/QWzpXKu2hZa50UVZfzoN+qsOCfG3JjjHzEdXs+nGdo1uxY47mbhIX5BqtkvlWcfHxrerhstCqHkiNdqfc6XXoOeqjf6xhT7/F2MqZeeDqBt/BPAPl0iG+U39d47cQJ0ie8hRZHzcc023kq9RbGdUfTvHwMx5o1a17TdPz+wHMvnyiBo/E2TPNs3r+8Ve92x9htv0/elDjuXIg4RLSqdX/0dvqqz3IiOQeQ4qvl8NG77ePlpzx+O711+TmiS2onW/sUhgzP1eum9puOHkeuF+fnyRj3pJTSa+WTKv8Weg8gFpGez7r2f3b9AvwM31ss/pVaHm6Pr/RJbxHElKdc0nEkb7HM0zQvUXQF0TNZ8zLzO8z75sB+Mfa4LGs5xV4qyuE6RLLM02u1OdO8rIXjXLr8YZUD4xb+TU+zm2x39MoRnIgvbnLt3bJWxbH4W8Rv9Nbmp1qX0k4+J4VvTS7Qq+2nxtHKwW2r7gBgoh6l8tHLra3eUryqdrSk8l/b/q+oX4DL8b1FvospmN13d06Y64opCDEb24ld6y22LsKaz72Hse94jeY184M/q5XYcu96C/+eJtttJbubUNFmZr7EbwZ7JSTiV/WtB+KvKb/SW5sfbZeia4CTKEi/HeBsvVp+tThaOcTtdq+vfHo9H8LxT2nP+uFe4qU91U5q2v9V9QtwOVXjFhXGwkFdJ1ZswoWebw1Y4S2iEcn37MwyT69pWgdBjnsLf4aiD28hz9RuOT0uNh7llYaFvfhV1+AD8d+7fan3QH5qvYXYTjRvcbbeZH6FOEo5BB2D7yGkcmsyCPeF3kLUe62coS9t/4n0732u1QvQjvL1FoVXcQFtz6PeQlhnkHM82gXA7yiOewt36LfduIX3X313nJGjer4CSlxmEP+LcYui+E30HshPtS6pnSS9hZb/hvWbNqh7HKUcVG+hlVuTQbhEPhtRPW6RyE92lzPrF+Byip8TSTXk5HoLbVevm03HydwFVs6JuD9Gxz/oLcL+Vxt82JPr3kKaqlbiqNLeG6Lki7WN5m7lwdlUfDH/6Xn9uvy30FuZn3VLsS6tnSje4nS9Slo9jlIOoRa/EZes2crn+dT2rJBabyEcq7b9X1a/AJdT+H6LcGzTb/WCJ/DGFoL5DHWwIYxTMEDRibdwS+j98Eow4uBnPz1uYYwsNo6jSlO0+AX65U2PECwdX8h/qn+si99Gb2V+DuiS24nmLc7Wq+hOxlE2bsLWNUyp9I0G4Zq2ZwX3GLlBxNr2f1n9AlwO7+Xsimb3Ik97Jh69HbE65aYhO9Z7Ak/TC/cDb9EVjbxFNCJzc9DbEcJk57d0rfcEnqYX7gjeoiuYQ4UhUedAAeCR4C0AAACgJeN+q6w+zuCI9XIgfW2cX4HeY+nR2ydP0wsPZ9xvlVXNSQbPueyL1YOXN3d7umr1Upu+Ns6vQO+x9Og9M9fHeZpegHG/VVbtLbxn9Ke58bfKzqWkXkrS18b5FehFb0l69PapF2Dcb5XVDQ2K56Rt+a2yUymql4L0tXF+BXrRW5IevX3qBRj2W2W1cdwI26SOPelbZe3J10tZ+to4vwK96C1Jj94+9QIM+q2y+jj+eotPYtv0W2Vn8rT7HvSityQ9evvUCzDmt8oOxEmu2Ng2dustHjdfi170lqRHb596AYb/Vlnhcytlq0H79RaJ9eHvIZkw36OvM0fvugW9qfTovSb/ALUM+62yVJyY4b3Fn7p4Ve6b9PR1i2B/CHqdn9GL3szvAF3BezkBAACgJXgLAAAAaAneAgAAAFqCtwAAAICW4C0AAACgJXgLAAAAaAneAgAAAFqCtwAAAICW4C0AAACgJXgLAAAAaAneAgAAAFqCtwAAAICW4C0AAACgJXgLAAAAaAneAgAAAFqCtwAAAICW4C26xJrXa5qXlvGMbRatPXfV21pX4jhd6L2Kp+kFGA7BW1jz+uCcvvuPhZ2lu4PXDbgbKkJFXUl9nIFoe01a5qnznviueq/xFv3ovYan6QUYkNBbLPO0dobOn39/1lonRdVNQ9C/VtxyLPP0er1exhjZW5TnwjMia3as8VyJbGFOw0qiTjrS3axXGvTem6fpBRiRwFv4Fzz58ud5ju0X/UIZpE94Ai2OmI9qb2FcdzTNy8dwrFmz5jVNx++HPPfiRfk4JMfVBE7H2cFNuweJS9ya/QdnHyn3wU1enJucKmO3/PrVKOrV4su/96a3FbKudH4UXfvPkzFTLLkLvX+q5NvqBYAUvrdY5insF+LTNb7SJ71FEFOecknH0bxF4gqTjPD5z5qXmedpHcSYZvvFWOuyrOXkldoyT0qXlxy3CDcG/+++yh1FEqvLv8mrHSx5F/JnD28AStarxc8dtxe9rcno2tF0uWUuDqz1oTdu8+9c3FUvAGTwvUW+K5Tthsh68VeSV0xBZC/D2ThuhK1bs+Zl7Nv6LPM0zUujeVznYIniqvIWnkNbVj8Uxg9tXDwzrVudknwoagK9UpLccXvR25pQV6p8JF1x+XepN2wYW7ZvqhcAclSNW1QYCwd1PVvxTUcmYUEcfxZivw839i1qmqZ5+W6NmDc4697qKyHrvIVTNc6lVphd8UpanpnecpoXm/AWot5k/MRxe9HbGrGShfwouoITLrrW9qI3fU9yP70AkKN8vUV8E1GKtufF3kJdseHeZR3snrwFrmeMW/xtaw68dSZJt5eRU/IMg9YeNL0l8aXfe9HbmlQlu/lRdKWvtf3oVccttPwMrhcAchQ/J5I6cdNrOZVdvctTOk7yMizEkfOgegs31EFvEfab/gSMmL3kZVLL7zTP/q1bYlBYuMlbrK2bq3YnnFxdil4tfva4vehtTXBMPT+KrrDMfafXj15lvcVt9QJAhsL3W4RjmNnnRLwRc3HAXOhawjj+sLu/TypOzNnewi2habaeDnXywCnUkvt4rUP24ztXfCWAelBFlTHCYyKyXi1+9ri96G1N6C1S+VE2bgW9rg3aUvel1z223PTvpRcAUvBeznvS6B0Aw9wLPuKdB3Z/Ehe9ANAzeIs7Eo3IfBFoBG/RTG/POPMF6AWAvsFbQIJBvMV9UecWb8rT9ALcFbwFAAAAtGTcb5X9JRdD3o3q8vdXWy7Rb/3fGort8ED62jino7Tn43rDl3x0dlJIer9qz8LCz86qGODxDPutsrpsBH3Q+prv+Lrba99UW/7OEntth+MvLLkArR3Wpq+NcyqJ9vyF3r/gcYpcvV9HQu+R9izpDZJ0254Bnsao3yqrXAgQPVv/eSuTYy7sd98qu46Sa4/fzypP4HZyWytR0g5L0tfGuYY4H9X5TPiJEfS6FHspQa93kI7bM8DjGPRbZe+gW6hsryL23bblt8quo/SdV/57QoIi6nvlfVE7LEhfG+cioho8ks/11VLOg5oF9f4T0i220AGJet2tHbdngOcx6LfKvHf2FYyquhG25Pakb5WdSWn5uxNR4QsOv3tJ2BXk22FZ+to4FxFl40g+5ZfHpev9RyTklPcnmZfudSATAHYG/VZZvIYjnS9/vcUnlm36rbILqCr/vS82c/SZhh7uZhMwbpHLp9Pig7eX6vX+M7QTve5GRdE7QnsGeB6DfqssXsOR9xbCioP3b9vGrr3FF0vVolrtV+UH1lvU6NWu0f3q/atszym9I7RngMcx7LfKnKhlt3m6t3CP32svpZd/duQ76pdHuMnTn5uQ9Q7xnMiK0Bor9XonjzIn2IuzUNdiV7RnXe8g7RngaQz7rTJva7YLHd1bJMpfv9Zqxd+pxhBl0a/qpbRFwonFwxeTbs+Vet0mIZ8yv5ab0FvdnlN6f64TACJ4LycAAAC0BG8BAAAALcFbAAAAQEvwFgAAANASvAUAAAC0BG8BAAAALcFbAAAAQEvwFgAAANASvAUAAAC0BG8BAAAALcFbAAAAQEvwFgAAANASvAUAAAC0BG8BAAAALcFbAAAAQEvwFgAAANASvMX4LPP0WpnmRUpizcvYq/P1Q9Bbvb/WdLqE+gXoHMFbWLNeqJzmvP9Y2Am5O3inhbuhIlR0atXHuSfLPOXkL/P0qJ4JvbWM5S2oX4DuCb2Fc6XyLlrWWidFlYkO+q0KC/65ITfGyN6iPBeeEVmzY43nSmQL8zVWynzDOPn41vRw2WhVDiVHulLvdbr0HPRQv9cxpt7j7WRMvfB0Am/hnwDy6RDfKL89gHbiBOkTnkCLI+aj2lsY1x1N8/IxHGvWrHlN0/H7A8+9fKIEjsbbMM2zef/yVr3bHWO3/T55U+K4cyHiENGq1v3R2+mrPsuJ5BxAiq+Ww0fvto+Xn/L47fTW5eeILqmdbO1TGDI8V6+b2m86ehy5XpyfJ2MmZ5OUXiufVPm30HsAsYj0fNa1/7PrF+Bn+N5imaewH4+bb3ylT3qLIKY85ZKOo3kLLU6M6JmseZl5ntar+jTbL8Yel2Utp9hLRTlch0iWeXqtNmeal1WUc+nyh1UOjFv4Nz3NbrLd0StHcCJ+ohLfOy9rVRyLv0X8Rm9tfqp1Ke3k05h9a3KBXm0/NY5WDm5bdQcAE/UolY9ebm31luJVtaMllf/a9n9F/QJcju8t8l1Mwey+u3PCXFdMQSTPqKI4boSti7Dmc+9h7Lt/aDSvmR/8Wa3E5rtcb+Hf02S7rWThhIo2M/MlfjPY7WMiflXfeiD+mvIrvbX50XYpugY4iYL02wHO1qvlV4ujlUPcbvf6yqfX8yEc/5T2rB/uJV7aU+2kpv1fVb8Al1M1blFhLBzUdWLFJjx7a56N449K7h36Z+xgmqZpXr5bM+XPUPThLeSZ2i2nx8XGo7zSsLAXv+oafCD+e7cv9R7IT623ENuJ5i3O1pvMrxBHKYegY/A9hFRuTQbhvtBbiHqvlTP0pe0/kf69z7V6AdpRvt4inNsoR9vzYm8hXQD8juK4t/AWuDYbt/D+q++OM3JUz1dAicsM4n8xblEUv4neA/mp1iW1k6S30PLfsH7TBnWPo5SD6i20cmsyCJfIZyOqxy0S+cnucmb9AlxO8XMiqYacXG+h7ep1s+k4+buEmjkR98fo+Ae9Rdj/aoMPe3LdW0hT1UocVdp7Q5R8sbbR3K08OJuKL+Y/Pa9fl/8Weivzs24p1qW1E8VbnK5XSavHUcoh1OI34pI1W/k8n9qeFVLrLYRj1bb/y+oX4HIK328Rjm36rV7wBN7Ir7vF2RCfOkEcf/jY3ycVJ+Zsb+GW0DRbX4dTePtStsS4hTGysDiOKk3R4hfolzc9QrB0fCH/qf6xLn4bvZX5OaBLbieatzhbsHZ6GQAAAllJREFUr6I7GUfZuAlb1zCl0jcahGvanhXcY+QGEWvb/2X1C3A5vJezK5rdizztmXj0dsTqlJuG7FjvCTxNL9wPvEVXNPIW0YjMzUFvRxRNUtbRtd4TeJpeuCN4i65gDhWGRJ0DBYBHgrcAAACAloz7rbI/cRHdnVHLIZFcKJxRSk1shwfS18b5Feg9ln4UvU87f+HhDPutsrpsBM+57IvVg5c399k9pcohsYv0LKtbqcffWHI+WjusTV8b51eg91j6IfQ+8PwFGPVbZZULE6Jn9Ke58bfKrqBctN/tOPu5Gzrum0raYUn62ji/Ar331vvmOecvwKjfKnsH3UJlb1fEPsi2/FbZFZT3TX7K6C1or3fh9XmX91fYDgvS18b5Fei9t94Pjzl/AYb9Vln87r/y+54tuT3pW2WnUXFf5k5EeYVV+dKx35Bvh2Xpa+P8CvTeW++Hx5y/AMN+qyxew5HOl7/e4hPLNv1W2QVUdZ17H2Tmvd6cktJfY/1znnZfi9576/3wmPMXYNhvlcVrOPLeIjqUbfetsms4elumzU/32xc/bT4evffW++Y55y/AuN8qc6IWnGJJb+Eev+euSVWRnlwS54OifzpDX/8v6x36OYI/9N5d79/f36POX4Bhv1Xmbc2eYGN7i2Q56H2xXDpuVXapdkVZ9Kv2xdoi4cTi4a5Ar/PzrfQ+8/yFh8N7OQEAAKAleAsAAABoCd4CAAAAWuJ5i3BScOWH+QMAAICxwFsAAABAS/AWAAAA0BK8BQAAALQEbwEAAAAtwVsAAABAS/AWAAAA0JL/wxRHfAhQx3EAAAAASUVORK5CYII=" alt="" />
sar命令在这里用于查看TCP连接状态,其中包括:
- active/s:每秒本地发起的TCP连接数,既通过connect调用创建的TCP连接;
- passive/s:每秒远程发起的TCP连接数,即通过accept调用创建的TCP连接;
- retrans/s:每秒TCP重传数量;
TCP连接数可以用来判断性能问题是否由于建立了过多的连接,进一步可以判断是主动发起的连接,还是被动接受的连接。TCP重传可能是因为网络环境恶劣,或者服务器压力过大导致丢包。
iotop
iotop命令类似于top命令,但是显示的是各个进程的I/O情况,对于定位I/O操作较重的进程有比较大的作用。
例5. iotop命令与进程的IO状况
aaarticlea/png;base64,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" alt="" />
top
aaarticlea/png;base64,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" alt="" />
top命令下按数字"1"
aaarticlea/png;base64,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" alt="" />
dstat
aaarticlea/png;base64,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" alt="" />
top命令包 含了前面好几个命令的检查的内容。比如系统负载情况(uptime)、系统内存使用情况(free)、系统CPU使用情况(vmstat)等。因此通过这 个命令,可以相对全面的查看系统负载的来源。同时,top命令支持排序,可以按照不同的列排序,方便查找出诸如内存占用最多的进程、CPU占用率最高的进 程等。
但是,top命令相对于前面一些命令,输出是一个瞬间值,如果不持续盯着,可能会错过一些线索。这时可能需要暂停top命令刷新,来记录和比对数据。
总结
排查Linux服务器性能问题还有很多工具,上面介绍的一些命令,可以帮助我们快速的定位问题。例如前面的示例输出,多个证据证明有JAVA进程占用了大量CPU资源,之后的性能调优就可以针对应用程序进行。
linux监控系统性能命令的更多相关文章
- Linux 常用系统性能命令总结
Linux 常用系统性能命令 查看系统负载top,free **w/uptime ** 最后面三个数字表示1分钟,5分钟,15分钟平均有多少个进程占用CPU占用CPU的进程可以是Running,也可 ...
- Linux查看系统性能命令
性能调优的第一步是性能分析,下面从性能分析着手进行一些介绍,尤其对linux性能分析工具vmstat的用法和实践进行详细介绍. ———————————————————————————————————— ...
- Linux 监控分析
一.硬件基础 Cpu 逻辑的处理.计算.判断 现代分时多任务操作系统对 CPU 都是分时间片使用的:比如A进程占用10ms,然后B进程占用30ms,然后空闲60ms, 再又是A进程占10ms,B进 ...
- linux 监控命令
先总结下常用的一些监控工具: ##linux命令 w 系统负载 lsof -p pid 进程打开的文件 lsof -i:port 端口的运行情况 free -m 内存情况 vmstat 进程.内存.内 ...
- Linux进程实时IO监控iotop命令详解
介绍 Linux下的IO统计工具如iostat, nmon等大多数是只能统计到per设备的读写情况, 如果你想知道每个进程是如何使用IO的就比较麻烦. iotop 是一个用来监视磁盘 I/O 使用状况 ...
- Linux 系统监控常用命令
简介 列举操作系统级监控常用的几个方法,建议收藏使用 CPU top 命令可用于监控系统整体负载,包括cpu.内存使用等,能够实时显示系统中各个进程的资源占用状况 输出样例 top - 19:37:4 ...
- LINUX监控一:监控命令
简单的整理一下常用的linux监控命令 本篇参考了:http://www.cnblogs.com/JemBai/archive/2010/07/30/1788484.html的内容 1.top top ...
- linux 操作系统级别监控 TOP命令
Top命令是Linux下一个实时的.交互式的,对操作系统整体监控的命令,可以对CPU.内存.进程监控. 是Linux下最常用的监控命令. 第一行是任务队列信息 1 user 当前登录用户数load a ...
- linux系统监控sar命令
linux系统监控sar命令详解 sar(System Activity Reporter系统活动情况报告)是目前 Linux 上最为全面的系统性能分析工具之一,可以从多方面对系统的活动进行报告, 包 ...
随机推荐
- Tomcat的安全性
Web应用程序的一些内容是受限的,只有授权的用户在提供了正确的用户名和密码后才能查看他们,servlet技术支持通过配置部署 描述器(web.xml)来对这些内容进行访问控制,那么web容器是怎么样支 ...
- SDX Instance Resource Assignment Guide 1 of 2
SDX Instance Resource Assignment Guide 1 of 2 Memory and vCPU Requirements for NetScaler VPX https:/ ...
- 分布式的几件小事(二)dubbo的工作原理
1.dubbo的工作原理 ①整体设计 图例说明: 图中左边淡蓝背景的为服务消费方使用的接口,右边淡绿色背景的为服务提供方使用的接口,位于中轴线上的为双方都用到的接口. 图中从下至上分为十层,各层均为单 ...
- 神经网络优化算法:梯度下降法、Momentum、RMSprop和Adam
最近回顾神经网络的知识,简单做一些整理,归档一下神经网络优化算法的知识.关于神经网络的优化,吴恩达的深度学习课程讲解得非常通俗易懂,有需要的可以去学习一下,本人只是对课程知识点做一个总结.吴恩达的深度 ...
- linux内核驱动module_init解析(1)
本文转载自博客http://blog.csdn.net/richard_liujh/article/details/45669207 写过linux驱动的程序猿都知道module_init() 这个函 ...
- CentOS6.5安装zabbix3.0
Server端 搭建LAMP(Linux+Apache+Mysql+PHP)环境 1.安装MySQL #安装地址:https://dev.mysql.com/downloads/repo/yum/ y ...
- BZOJ1791 基环树直径
非递归版4S /************************************************************** Problem: 1791 User: 18357 Lan ...
- Head First设计模式 1 设计模式入门 策略模式 观察者模式
关于基本的OOP特征: OOP的几大特征是抽象 继承 封装 多态. 我们把共同的部分抽象出来作为抽象类的存在,使用继承和接口来实现多态,然后私有的部分封装起来.一定程度上说,这些概念都是简单的设计模式 ...
- Linux tcpdump命令详解与Wireshark
简介 用简单的话来定义tcpdump,就是:dump the traffic on a network,根据使用者的定义对网络上的数据包进行截获的包分析工具. tcpdump可以将网络中传送的数据包的 ...
- oozie 启动过程中--- Existing PID file found during start. Removing/clearing stale PID file.
如果oozie使用kill -9 暴力杀死了tomcat,再启动的时候,会出问题,需要删除tomcat的pid文件 彻底停止oozie的tomcat的进程,然后删除pid文件 rm -rf /exp ...