{"id":3845,"date":"2018-10-18T17:15:47","date_gmt":"2018-10-18T14:15:47","guid":{"rendered":"https:\/\/www.systemcodegeeks.com\/?p=3845"},"modified":"2018-10-18T10:17:22","modified_gmt":"2018-10-18T07:17:22","slug":"monitoring-memory-usage-plotting-gnuplot","status":"publish","type":"post","link":"https:\/\/www.systemcodegeeks.com\/linux\/monitoring-memory-usage-plotting-gnuplot\/","title":{"rendered":"Monitoring process memory\/CPU usage with top and plotting it with gnuplot"},"content":{"rendered":"<p>If you want to monitor the memory and CPU usage of a particular Linux process for a few minutes, perhaps during a performance test, you can capture the data with <code>top<\/code> and plot them with <code>gnuplot<\/code>. Here is how:<\/p>\n<p><a href=\"http:\/\/www.systemcodegeeks.com\/wp-content\/uploads\/2018\/10\/siege-c3e2.png\"><img decoding=\"async\" class=\"aligncenter size-full wp-image-3847\" src=\"http:\/\/www.systemcodegeeks.com\/wp-content\/uploads\/2018\/10\/siege-c3e2.png\" alt=\"\" width=\"300\" height=\"225\" \/><\/a><\/p>\n<p>Run this script (perhaps via <code>nohup<\/code>) to capture the data:<\/p>\n<pre class=\" brush:php\">  \r\n #!\/bin\/sh\r\n# Usage: .\/monitor-usage.sh &lt;PID of the process&gt;\r\n# Output: top.dat with lines such as `1539689171 305m 2.0`, i.e. unix time - memory with m\/g suffix - CPU load in %\r\n# To plot the output, see https:\/\/gist.github.com\/jakubholynet\/931a3441982c833f5f8fcdcf54d05c91\r\nexport PID=$1\r\nrm top.dat\r\nwhile true; do top -p $PID -bMn 1 | egrep '^[0-9]+' | awk -v now=$(date +%s) '{print now,$6,$9}' &gt;&gt; top.dat; done<\/pre>\n<p>then plot them via <code>.\/usage-plot.gp top.dat top.png<\/code>:<\/p>\n<pre class=\"brush:php\">  \r\n#!\/usr\/bin\/env gnuplot --persist -c\r\n# Plot memory and CPU usage over time. Usage:\r\n#  usage-plot.gp &lt;input file&gt; [&lt;output .png file&gt;]\r\n# where the input file has the columns `&lt;unix time&gt; &lt;memory, with m\/g suffix&gt; &lt;% cpu&gt;`\r\n# To create the input file, see https:\/\/gist.github.com\/jakubholynet\/931a3441982c833f5f8fcdcf54d05c91\r\n\r\n# Arguments:\r\ninfile=ARG1\r\noutfile=ARG2\r\nset term x11\r\nset title 'Memory, CPU usage from' . infile\r\nset xdata time\r\nset timefmt \"%s\"\r\nset xlabel \"Time [[hh:]mm:ss]\"\r\nset ylabel \"Memory usage\"\r\nset format y '%.1s%cB'\r\n\r\nset y2label 'CPU usage'\r\nset format y2 '%.0s%%'\r\nset y2tics nomirror\r\nset tics out\r\nset autoscale y\r\nset autoscale y2\r\n\r\nresolveUnit(u,mul,x)=(pos=strstrt(x,u), pos &gt; 0 ? sprintf(\"%f\",real(substr(x,1,pos - 1))*mul) : x)\r\nresolveUnits(x)=(resolveUnit(\"g\",1024*1024*1024,resolveUnit(\"m\",1024*1024,x)))\r\ncheck(x)=(real(resolveUnits(x)))\r\nif (exists(\"outfile\") &amp;&amp; strlen(outfile) &gt; 0) {\r\n    print \"Outputting to the file \", outfile\r\n    set term png # 640,480\r\n    set output outfile\r\n}\r\n\r\n# Styling\r\nset style line 1 linewidth 2 linecolor 'blue'\r\nset style line 2 linecolor 'light-green'\r\n#set xtics font \", 10\"\r\nset tics font \", 10\"\r\nset xtics rotate 60 # put label every 60s, make vertical so they don't clash in .png if too many\r\n\r\nplot infile u 1:3 with lp axes x1y2 title \"cpu\" linestyle 2, \\\r\n    infile using 1:(check(stringcolumn(2))) with linespoints title \"memory\" linestyle 1<\/pre>\n<div class=\"attribution\">\n<table>\n<tbody>\n<tr>\n<td>Published on System Code Geeks with permission by Jakub Holy, partner at our <a href=\"\/\/www.systemcodegeeks.com\/join-us\/scg\/\" target=\"_blank\" rel=\"noopener\">SCG program<\/a>. See the original article here: <a href=\"https:\/\/theholyjava.wordpress.com\/2018\/10\/17\/monitoring-process-memory-cpu-usage-with-top-and-plotting-it-with-gnuplot\/\" target=\"_blank\" rel=\"noopener\">Monitoring process memory\/CPU usage with top and plotting it with gnuplot<\/a><\/p>\n<p>Opinions expressed by System Code Geeks contributors are their own.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>If you want to monitor the memory and CPU usage of a particular Linux process for a few minutes, perhaps during a performance test, you can capture the data with top and plot them with gnuplot. Here is how: Run this script (perhaps via nohup) to capture the data: #!\/bin\/sh # Usage: .\/monitor-usage.sh &lt;PID of &hellip;<\/p>\n","protected":false},"author":3130,"featured_media":192,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[7],"tags":[],"class_list":["post-3845","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-linux"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Monitoring process memory\/CPU usage with top and plotting it with gnuplot - System Code Geeks - 2026<\/title>\n<meta name=\"description\" content=\"Interested to learn about monitoring process? 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