#!/usr/bin/perl -w # # flamegraph.pl flame stack grapher. # # This takes stack samples and renders a call graph, allowing hot functions # and codepaths to be quickly identified. Stack samples can be generated using # tools such as DTrace, perf, SystemTap, and Instruments. # # USAGE: ./flamegraph.pl [options] input.txt > graph.svg # # grep funcA input.txt | ./flamegraph.pl [options] > graph.svg # # Options are listed in the usage message (--help). # # The input is stack frames and sample counts formatted as single lines. Each # frame in the stack is semicolon separated, with a space and count at the end # of the line. These can be generated using DTrace with stackcollapse.pl, # and other tools using the stackcollapse variants. # # The output graph shows relative presence of functions in stack samples. The # ordering on the x-axis has no meaning; since the data is samples, time order # of events is not known. The order used sorts function names alphabetically. # # While intended to process stack samples, this can also process stack traces. # For example, tracing stacks for memory allocation, or resource usage. You # can use --title to set the title to reflect the content, and --countname # to change "samples" to "bytes" etc. # # There are a few different palettes, selectable using --color. Functions # called "-" will be printed gray, which can be used for stack separators (eg, # between user and kernel stacks). # # HISTORY # # This was inspired by Neelakanth Nadgir's excellent function_call_graph.rb # program, which visualized function entry and return trace events. As Neel # wrote: "The output displayed is inspired by Roch's CallStackAnalyzer which # was in turn inspired by the work on vftrace by Jan Boerhout". See: # https://blogs.oracle.com/realneel/entry/visualizing_callstacks_via_dtrace_and # # Copyright 2011 Joyent, Inc. All rights reserved. # Copyright 2011 Brendan Gregg. All rights reserved. # # CDDL HEADER START # # The contents of this file are subject to the terms of the # Common Development and Distribution License (the "License"). # You may not use this file except in compliance with the License. # # You can obtain a copy of the license at docs/cddl1.txt or # http://opensource.org/licenses/CDDL-1.0. # See the License for the specific language governing permissions # and limitations under the License. # # When distributing Covered Code, include this CDDL HEADER in each # file and include the License file at docs/cddl1.txt. # If applicable, add the following below this CDDL HEADER, with the # fields enclosed by brackets "[]" replaced with your own identifying # information: Portions Copyright [yyyy] [name of copyright owner] # # CDDL HEADER END # # 21-Nov-2013 Shawn Sterling Added consistent palette file option # 17-Mar-2013 Tim Bunce Added options and more tunables. # 15-Dec-2011 Dave Pacheco Support for frames with whitespace. # 10-Sep-2011 Brendan Gregg Created this. use strict; use Getopt::Long; # tunables my $encoding; my $fonttype = "Verdana"; my $imagewidth = 1200; # max width, pixels my $frameheight = 16; # max height is dynamic my $fontsize = 12; # base text size my $fontwidth = 0.59; # avg width relative to fontsize my $minwidth = 0.1; # min function width, pixels my $titletext = "Flame Graph"; # centered heading my $nametype = "Function:"; # what are the names in the data? my $countname = "samples"; # what are the counts in the data? my $colors = "hot"; # color theme my $bgcolor1 = "#eeeeee"; # background color gradient start my $bgcolor2 = "#eeeeb0"; # background color gradient stop my $nameattrfile; # file holding function attributes my $timemax; # (override the) sum of the counts my $factor = 1; # factor to scale counts by my $hash = 0; # color by function name my $palette = 0; # if we use consistent palettes (default off) my %palette_map; # palette map hash my $pal_file = "palette.map"; # palette map file name GetOptions( 'fonttype=s' => \$fonttype, 'width=i' => \$imagewidth, 'height=i' => \$frameheight, 'encoding=s' => \$encoding, 'fontsize=f' => \$fontsize, 'fontwidth=f' => \$fontwidth, 'minwidth=f' => \$minwidth, 'title=s' => \$titletext, 'nametype=s' => \$nametype, 'countname=s' => \$countname, 'nameattr=s' => \$nameattrfile, 'total=s' => \$timemax, 'factor=f' => \$factor, 'colors=s' => \$colors, 'hash' => \$hash, 'cp' => \$palette, ) or die < outfile.svg\n --title # change title text --width # width of image (default 1200) --height # height of each frame (default 16) --minwidth # omit smaller functions (default 0.1 pixels) --fonttype # font type (default "Verdana") --fontsize # font size (default 12) --countname # count type label (default "samples") --nametype # name type label (default "Function:") --colors # "hot", "mem", "io" palette (default "hot") --hash # colors are keyed by function name hash --cp # use consistent palette (palette.map) eg, $0 --title="Flame Graph: malloc()" trace.txt > graph.svg USAGE_END # internals my $ypad1 = $fontsize * 4; # pad top, include title my $ypad2 = $fontsize * 2 + 10; # pad bottom, include labels my $xpad = 10; # pad lefm and right my $depthmax = 0; my %Events; my %nameattr; if ($nameattrfile) { # The name-attribute file format is a function name followed by a tab then # a sequence of tab separated name=value pairs. open my $attrfh, $nameattrfile or die "Can't read $nameattrfile: $!\n"; while (<$attrfh>) { chomp; my ($funcname, $attrstr) = split /\t/, $_, 2; die "Invalid format in $nameattrfile" unless defined $attrstr; $nameattr{$funcname} = { map { split /=/, $_, 2 } split /\t/, $attrstr }; } } if ($colors eq "mem") { $bgcolor1 = "#eeeeee"; $bgcolor2 = "#e0e0ff"; } if ($colors eq "io") { $bgcolor1 = "#f8f8f8"; $bgcolor2 = "#e8e8e8"; } # SVG functions { package SVG; sub new { my $class = shift; my $self = {}; bless ($self, $class); return $self; } sub header { my ($self, $w, $h) = @_; my $enc_attr = ''; if (defined $encoding) { $enc_attr = qq{ encoding="$encoding"}; } $self->{svg} .= < SVG } sub include { my ($self, $content) = @_; $self->{svg} .= $content; } sub colorAllocate { my ($self, $r, $g, $b) = @_; return "rgb($r,$g,$b)"; } sub group_start { my ($self, $attr) = @_; my @g_attr = map { exists $attr->{$_} ? sprintf(qq/$_="%s"/, $attr->{$_}) : () } qw(class style onmouseover onmouseout); push @g_attr, $attr->{g_extra} if $attr->{g_extra}; $self->{svg} .= sprintf qq/\n/, join(' ', @g_attr); $self->{svg} .= sprintf qq/%s<\/title>/, $attr->{title} if $attr->{title}; # should be first element within g container if ($attr->{href}) { my @a_attr; push @a_attr, sprintf qq/xlink:href="%s"/, $attr->{href} if $attr->{href}; # default target=_top else links will open within SVG push @a_attr, sprintf qq/target="%s"/, $attr->{target} || "_top"; push @a_attr, $attr->{a_extra} if $attr->{a_extra}; $self->{svg} .= sprintf qq//, join(' ', @a_attr); } } sub group_end { my ($self, $attr) = @_; $self->{svg} .= qq/<\/a>\n/ if $attr->{href}; $self->{svg} .= qq/<\/g>\n/; } sub filledRectangle { my ($self, $x1, $y1, $x2, $y2, $fill, $extra) = @_; $x1 = sprintf "%0.1f", $x1; $x2 = sprintf "%0.1f", $x2; my $w = sprintf "%0.1f", $x2 - $x1; my $h = sprintf "%0.1f", $y2 - $y1; $extra = defined $extra ? $extra : ""; $self->{svg} .= qq/\n/; } sub stringTTF { my ($self, $color, $font, $size, $angle, $x, $y, $str, $loc, $extra) = @_; $loc = defined $loc ? $loc : "left"; $extra = defined $extra ? $extra : ""; $self->{svg} .= qq/$str<\/text>\n/; } sub svg { my $self = shift; return "$self->{svg}\n"; } 1; } sub namehash { # Generate a vector hash for the name string, weighting early over # later characters. We want to pick the same colors for function # names across different flame graphs. my $name = shift; my $vector = 0; my $weight = 1; my $max = 1; my $mod = 10; # if module name present, trunc to 1st char $name =~ s/.(.*?)`//; foreach my $c (split //, $name) { my $i = (ord $c) % $mod; $vector += ($i / ($mod++ - 1)) * $weight; $max += 1 * $weight; $weight *= 0.70; last if $mod > 12; } return (1 - $vector / $max) } sub color { my ($type, $hash, $name) = @_; my ($v1, $v2, $v3); if ($hash) { $v1 = namehash($name); $v2 = $v3 = namehash(scalar reverse $name); } else { $v1 = rand(1); $v2 = rand(1); $v3 = rand(1); } if (defined $type and $type eq "hot") { my $r = 205 + int(50 * $v3); my $g = 0 + int(230 * $v1); my $b = 0 + int(55 * $v2); return "rgb($r,$g,$b)"; } if (defined $type and $type eq "mem") { my $r = 0; my $g = 190 + int(50 * $v2); my $b = 0 + int(210 * $v1); return "rgb($r,$g,$b)"; } if (defined $type and $type eq "io") { my $r = 80 + int(60 * $v1); my $g = $r; my $b = 190 + int(55 * $v2); return "rgb($r,$g,$b)"; } return "rgb(0,0,0)"; } sub color_map { my ($colors, $func) = @_; if (exists $palette_map{$func}) { return $palette_map{$func}; } else { $palette_map{$func} = color($colors); return $palette_map{$func}; } } sub write_palette { open(FILE, ">$pal_file"); foreach my $key (sort keys %palette_map) { print FILE $key."->".$palette_map{$key}."\n"; } close(FILE); } sub read_palette { if (-e $pal_file) { open(FILE, $pal_file) or die "can't open file $pal_file: $!"; while ( my $line = ) { chomp($line); (my $key, my $value) = split("->",$line); $palette_map{$key}=$value; } close(FILE) } } my %Node; my %Tmp; sub flow { my ($last, $this, $v) = @_; my $len_a = @$last - 1; my $len_b = @$this - 1; my $i = 0; my $len_same; for (; $i <= $len_a; $i++) { last if $i > $len_b; last if $last->[$i] ne $this->[$i]; } $len_same = $i; for ($i = $len_a; $i >= $len_same; $i--) { my $k = "$last->[$i];$i"; # a unique ID is constructed from "func;depth;etime"; # func-depth isn't unique, it may be repeated later. $Node{"$k;$v"}->{stime} = delete $Tmp{$k}->{stime}; delete $Tmp{$k}; } for ($i = $len_same; $i <= $len_b; $i++) { my $k = "$this->[$i];$i"; $Tmp{$k}->{stime} = $v; } return $this; } # Parse input my @Data = <>; my $last = []; my $time = 0; my $ignored = 0; foreach (sort @Data) { chomp; my ($stack, $samples) = (/^(.*)\s+(\d+(?:\.\d*)?)$/); unless (defined $samples) { ++$ignored; next; } $stack =~ tr/<>/()/; $last = flow($last, [ '', split ";", $stack ], $time); $time += $samples; } flow($last, [], $time); warn "Ignored $ignored lines with invalid format\n" if $ignored; die "ERROR: No stack counts found\n" unless $time; if ($timemax and $timemax < $time) { warn "Specified --total $timemax is less than actual total $time, so ignored\n" if $timemax/$time > 0.02; # only warn is significant (e.g., not rounding etc) undef $timemax; } $timemax ||= $time; my $widthpertime = ($imagewidth - 2 * $xpad) / $timemax; my $minwidth_time = $minwidth / $widthpertime; # prune blocks that are too narrow and determine max depth while (my ($id, $node) = each %Node) { my ($func, $depth, $etime) = split ";", $id; my $stime = $node->{stime}; die "missing start for $id" if not defined $stime; if (($etime-$stime) < $minwidth_time) { delete $Node{$id}; next; } $depthmax = $depth if $depth > $depthmax; } # Draw canvas my $imageheight = ($depthmax * $frameheight) + $ypad1 + $ypad2; my $im = SVG->new(); $im->header($imagewidth, $imageheight); my $inc = < INC $im->include($inc); $im->filledRectangle(0, 0, $imagewidth, $imageheight, 'url(#background)'); my ($white, $black, $vvdgrey, $vdgrey) = ( $im->colorAllocate(255, 255, 255), $im->colorAllocate(0, 0, 0), $im->colorAllocate(40, 40, 40), $im->colorAllocate(160, 160, 160), ); $im->stringTTF($black, $fonttype, $fontsize + 5, 0.0, int($imagewidth / 2), $fontsize * 2, $titletext, "middle"); $im->stringTTF($black, $fonttype, $fontsize, 0.0, $xpad, $imageheight - ($ypad2 / 2), " ", "", 'id="details"'); if ($palette) { read_palette(); } # Draw frames while (my ($id, $node) = each %Node) { my ($func, $depth, $etime) = split ";", $id; my $stime = $node->{stime}; $etime = $timemax if $func eq "" and $depth == 0; my $x1 = $xpad + $stime * $widthpertime; my $x2 = $xpad + $etime * $widthpertime; my $y1 = $imageheight - $ypad2 - ($depth + 1) * $frameheight + 1; my $y2 = $imageheight - $ypad2 - $depth * $frameheight; my $samples = sprintf "%.0f", ($etime - $stime) * $factor; (my $samples_txt = $samples) # add commas per perlfaq5 =~ s/(^[-+]?\d+?(?=(?>(?:\d{3})+)(?!\d))|\G\d{3}(?=\d))/$1,/g; my $info; if ($func eq "" and $depth == 0) { $info = "all ($samples_txt $countname, 100%)"; } else { my $pct = sprintf "%.2f", ((100 * $samples) / ($timemax * $factor)); my $escaped_func = $func; $escaped_func =~ s/&/&/g; $escaped_func =~ s//>/g; $info = "$escaped_func ($samples_txt $countname, $pct%)"; } my $nameattr = { %{ $nameattr{$func}||{} } }; # shallow clone $nameattr->{class} ||= "func_g"; $nameattr->{onmouseover} ||= "s('".$info."')"; $nameattr->{onmouseout} ||= "c()"; $nameattr->{title} ||= $info; $im->group_start($nameattr); if ($palette) { $im->filledRectangle($x1, $y1, $x2, $y2, color_map($colors, $func), 'rx="2" ry="2"'); } else { my $color = $func eq "-" ? $vdgrey : color($colors, $hash, $func); $im->filledRectangle($x1, $y1, $x2, $y2, $color, 'rx="2" ry="2"'); } my $chars = int( ($x2 - $x1) / ($fontsize * $fontwidth)); if ($chars >= 3) { # room for one char plus two dots my $text = substr $func, 0, $chars; substr($text, -2, 2) = ".." if $chars < length $func; $text =~ s/&/&/g; $text =~ s//>/g; $im->stringTTF($black, $fonttype, $fontsize, 0.0, $x1 + 3, 3 + ($y1 + $y2) / 2, $text, ""); } $im->group_end($nameattr); } print $im->svg; if ($palette) { write_palette(); } # vim: ts=8 sts=8 sw=8 noexpandtab