Created
April 6, 2012 15:41
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HAProxy log analyzer to show response latency distribution from the console
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#!/usr/bin/perl | |
# HAProxy Performance Statistics | |
# by Steve Kamerman | |
# | |
# To use, pipe your HAProxy log with timing information (like "0/0/1/1/3 200") to | |
# this script. It will output min, max, med, avg and a latency distribution graph. | |
# | |
# Info on timing logging in HAProxy: http://code.google.com/p/haproxy-docs/wiki/TimingEvents | |
# | |
my @timings; | |
@dist_breakpoints = (5,10,20,30,40,50,60,70,80,90,100,110,120,130,140,150,160,170,180,190,200); | |
my %dist; | |
foreach (@dist_breakpoints) { | |
$dist{$_} = 0; | |
} | |
$dist{'Over'} = 0; | |
while (<>) { | |
if (m#\d+/\d+/\d+/(\d+)/\d+ (\d+)#){ | |
next if ($2 >= 300); | |
push(@timings, $1); | |
$dist{get_breakpoint($1)}++; | |
} | |
} | |
sort(@timings); | |
$total = scalar(@timings); | |
$med = $timings[int($total/2)]; | |
$sum = 0; | |
$min = 1000; | |
$max = 0; | |
foreach (@timings) { | |
$sum += $_; | |
if ($_ < $min) {$min=$_;} | |
if ($_ > $max) {$max=$_;} | |
} | |
$avg = int($sum / $total); | |
$max_count = 0; | |
foreach (@dist_breakpoints) { | |
if ($dist{$_} > $max_count) {$max_count=$dist{$_};} | |
} | |
if ($dist{'Over'} > $max_count) {$max_count=$dist{'Over'};} | |
print "Total Requests: $total\n"; | |
print "Min: $min ms\n"; | |
print "Max: $max ms\n"; | |
print "Med: $med ms\n"; | |
print "Avg: $avg ms\n"; | |
print "+----------------------\n"; | |
print "| Latency Distribution \n"; | |
print "+----------------------\n"; | |
foreach (@dist_breakpoints) { | |
printf("%5s: %s\n", $_, dist_line($dist{$_}, $total, $max_count)); | |
} | |
printf("%5s: %s\n", 'Over', dist_line($dist{'Over'}, $total, $max_count)); | |
sub dist_line { | |
($count, $total, $max_count) = @_; | |
$max_char = 100; | |
$pct = ($count/$total)*100; | |
$chars = ($count/$max_count)*$max_char; | |
$line = ''; | |
foreach (0..$chars) {$line .= '#';} | |
$line .= sprintf(" (%.2f%%, %s)", $pct, $count); | |
return $line; | |
} | |
sub get_breakpoint { | |
$val = shift; | |
foreach (@dist_breakpoints) { | |
if ($val < $_) {return $_;} | |
} | |
return 'Over'; | |
} |
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# cat haproxy.log.1 | ./analyze_haproxy_performance.pl | |
Total Requests: 502199 | |
Min: 0 ms | |
Max: 2563 ms | |
Med: 5 ms | |
Avg: 14 ms | |
+---------------------- | |
| Latency Distribution | |
+---------------------- | |
5: ##################################################################################### (33.33%, 167369) | |
10: ##################################################################################################### (39.40%, 197883) | |
20: ##### (1.77%, 8887) | |
30: ###### (1.98%, 9937) | |
40: #################### (7.59%, 38097) | |
50: ################################### (13.71%, 68852) | |
60: ##### (1.71%, 8605) | |
70: # (0.35%, 1733) | |
80: # (0.08%, 406) | |
90: # (0.02%, 124) | |
100: # (0.02%, 104) | |
110: # (0.01%, 73) | |
120: # (0.01%, 36) | |
130: # (0.01%, 38) | |
140: # (0.00%, 12) | |
150: # (0.00%, 3) | |
160: # (0.00%, 4) | |
170: # (0.00%, 7) | |
180: # (0.00%, 0) | |
190: # (0.00%, 1) | |
200: # (0.00%, 2) | |
Over: # (0.01%, 26) |
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Awesome tool, thanks a lot. It was very useful to debug some issues.