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Unified Diff: tools/gc-nvp-trace-processor.py

Issue 2132005: Improved GC statistics (cumulative and per collection). (Closed)
Patch Set: fixed Created 10 years, 7 months ago
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Index: tools/gc-nvp-trace-processor.py
diff --git a/tools/gc-nvp-trace-processor.py b/tools/gc-nvp-trace-processor.py
new file mode 100644
index 0000000000000000000000000000000000000000..3721b01823d67b6df0b38d7714ff45feab5c7a40
--- /dev/null
+++ b/tools/gc-nvp-trace-processor.py
@@ -0,0 +1,282 @@
+#!/usr/bin/env python
+#
+# Copyright 2010 the V8 project authors. All rights reserved.
+# Redistribution and use in source and binary forms, with or without
+# modification, are permitted provided that the following conditions are
+# met:
+#
+# * Redistributions of source code must retain the above copyright
+# notice, this list of conditions and the following disclaimer.
+# * Redistributions in binary form must reproduce the above
+# copyright notice, this list of conditions and the following
+# disclaimer in the documentation and/or other materials provided
+# with the distribution.
+# * Neither the name of Google Inc. nor the names of its
+# contributors may be used to endorse or promote products derived
+# from this software without specific prior written permission.
+#
+# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+# "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+# LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+# A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
+# OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
+# SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
+# LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
+# DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
+# THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+# (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+# OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+#
+
+#
+# This is an utility for plotting charts based on GC traces produced by V8 when
+# run with flags --trace-gc --trace-gc-nvp. Relies on gnuplot for actual
+# plotting.
+#
+# Usage: gc-nvp-trace-processor.py <GC-trace-filename>
+#
+
+
+from __future__ import with_statement
+import sys, types, re, subprocess
+
+def flatten(l):
+ flat = []
+ for i in l: flat.extend(i)
+ return flat
+
+def split_nvp(s):
+ t = {}
+ for m in re.finditer(r"(\w+)=(-?\d+)", s):
+ t[m.group(1)] = int(m.group(2))
+ return t
+
+def parse_gc_trace(input):
+ trace = []
+ with open(input) as f:
+ for line in f:
+ info = split_nvp(line)
+ if info and 'pause' in info and info['pause'] > 0:
+ info['i'] = len(trace)
+ trace.append(info)
+ return trace
+
+def extract_field_names(script):
+ fields = { 'data': true, 'in': true }
+
+ for m in re.finditer(r"$(\w+)", script):
+ field_name = m.group(1)
+ if field_name not in fields:
+ fields[field] = field_count
+ field_count = field_count + 1
+
+ return fields
+
+def gnuplot(script):
+ gnuplot = subprocess.Popen(["gnuplot"], stdin=subprocess.PIPE)
+ gnuplot.stdin.write(script)
+ gnuplot.stdin.close()
+ gnuplot.wait()
+
+x1y1 = 'x1y1'
+x1y2 = 'x1y2'
+x2y1 = 'x2y1'
+x2y2 = 'x2y2'
+
+class Item(object):
+ def __init__(self, title, field, axis = x1y1, **keywords):
+ self.title = title
+ self.axis = axis
+ self.props = keywords
+ if type(field) is types.ListType:
+ self.field = field
+ else:
+ self.field = [field]
+
+ def fieldrefs(self):
+ return self.field
+
+ def to_gnuplot(self, context):
+ args = ['"%s"' % context.datafile,
+ 'using %s' % context.format_fieldref(self.field),
+ 'title "%s"' % self.title,
+ 'axis %s' % self.axis]
+ if 'style' in self.props:
+ args.append('with %s' % self.props['style'])
+ if 'lc' in self.props:
+ args.append('lc rgb "%s"' % self.props['lc'])
+ if 'fs' in self.props:
+ args.append('fs %s' % self.props['fs'])
+ return ' '.join(args)
+
+class Plot(object):
+ def __init__(self, *items):
+ self.items = items
+
+ def fieldrefs(self):
+ return flatten([item.fieldrefs() for item in self.items])
+
+ def to_gnuplot(self, ctx):
+ return 'plot ' + ', '.join([item.to_gnuplot(ctx) for item in self.items])
+
+class Set(object):
+ def __init__(self, value):
+ self.value = value
+
+ def to_gnuplot(self, ctx):
+ return 'set ' + self.value
+
+ def fieldrefs(self):
+ return []
+
+class Context(object):
+ def __init__(self, datafile, field_to_index):
+ self.datafile = datafile
+ self.field_to_index = field_to_index
+
+ def format_fieldref(self, fieldref):
+ return ':'.join([str(self.field_to_index[field]) for field in fieldref])
+
+def collect_fields(plot):
+ field_to_index = {}
+ fields = []
+
+ def add_field(field):
+ if field not in field_to_index:
+ fields.append(field)
+ field_to_index[field] = len(fields)
+
+ for field in flatten([item.fieldrefs() for item in plot]):
+ add_field(field)
+
+ return (fields, field_to_index)
+
+def is_y2_used(plot):
+ for subplot in plot:
+ if isinstance(subplot, Plot):
+ for item in subplot.items:
+ if item.axis == x1y2 or item.axis == x2y2:
+ return True
+ return False
+
+def get_field(trace_line, field):
+ t = type(field)
+ if t is types.StringType:
+ return trace_line[field]
+ elif t is types.FunctionType:
+ return field(trace_line)
+
+def generate_datafile(datafile_name, trace, fields):
+ with open(datafile_name, 'w') as datafile:
+ for line in trace:
+ data_line = [str(get_field(line, field)) for field in fields]
+ datafile.write('\t'.join(data_line))
+ datafile.write('\n')
+
+def generate_script_and_datafile(plot, trace, datafile, output):
+ (fields, field_to_index) = collect_fields(plot)
+ generate_datafile(datafile, trace, fields)
+ script = [
+ 'set terminal png',
+ 'set output "%s"' % output,
+ 'set autoscale',
+ 'set ytics nomirror',
+ 'set xtics nomirror',
+ 'set key below'
+ ]
+
+ if is_y2_used(plot):
+ script.append('set autoscale y2')
+ script.append('set y2tics')
+
+ context = Context(datafile, field_to_index)
+
+ for item in plot:
+ script.append(item.to_gnuplot(context))
+
+ return '\n'.join(script)
+
+def plot_all(plots, trace, prefix):
+ charts = []
+
+ for plot in plots:
+ outfilename = "%s_%d.png" % (prefix, len(charts))
+ charts.append(outfilename)
+ script = generate_script_and_datafile(plot, trace, '~datafile', outfilename)
+ print 'Plotting %s...' % outfilename
+ gnuplot(script)
+
+ return charts
+
+def reclaimed_bytes(row):
+ return row['total_size_before'] - row['total_size_after']
+
+plots = [
+ [
+ Set('style fill solid 0.5 noborder'),
+ Set('style histogram rowstacked'),
+ Set('style data histograms'),
+ Plot(Item('Marking', 'mark', lc = 'purple'),
+ Item('Sweep', 'sweep', lc = 'blue'),
+ Item('Compaction', 'compact', lc = 'red'),
+ Item('Other',
+ lambda r: r['pause'] - r['mark'] - r['sweep'] - r['compact'],
+ lc = 'grey'))
+ ],
+ [
+ Set('style histogram rowstacked'),
+ Set('style data histograms'),
+ Plot(Item('Heap Size (before GC)', 'total_size_before', x1y2,
+ fs = 'solid 0.4 noborder',
+ lc = 'green'),
+ Item('Total holes (after GC)', 'holes_size_before', x1y2,
+ fs = 'solid 0.4 noborder',
+ lc = 'red'),
+ Item('GC Time', ['i', 'pause'], style = 'lines', lc = 'red'))
+ ],
+ [
+ Set('style histogram rowstacked'),
+ Set('style data histograms'),
+ Plot(Item('Heap Size (after GC)', 'total_size_after', x1y2,
+ fs = 'solid 0.4 noborder',
+ lc = 'green'),
+ Item('Total holes (after GC)', 'holes_size_after', x1y2,
+ fs = 'solid 0.4 noborder',
+ lc = 'red'),
+ Item('GC Time', ['i', 'pause'],
+ style = 'lines',
+ lc = 'red'))
+ ],
+ [
+ Set('style fill solid 0.5 noborder'),
+ Set('style data histograms'),
+ Plot(Item('Allocated', 'allocated'),
+ Item('Reclaimed', reclaimed_bytes),
+ Item('Promoted', 'promoted', style = 'lines', lc = 'black'))
+ ],
+]
+
+def process_trace(filename):
+ trace = parse_gc_trace(filename)
+ total_gc = reduce(lambda t,r: t + r['pause'], trace, 0)
+ max_gc = reduce(lambda t,r: max(t, r['pause']), trace, 0)
+ avg_gc = total_gc / len(trace)
+
+ charts = plot_all(plots, trace, filename)
+
+ with open(filename + '.html', 'w') as out:
+ out.write('<html><body>')
+ out.write('Total in GC: <b>%d</b><br/>' % total_gc)
+ out.write('Max in GC: <b>%d</b><br/>' % max_gc)
+ out.write('Avg in GC: <b>%d</b><br/>' % avg_gc)
+ for chart in charts:
+ out.write('<img src="%s">' % chart)
+ out.write('</body></html>')
+
+ print "%s generated." % (filename + '.html')
+
+if len(sys.argv) != 2:
+ print "Usage: %s <GC-trace-filename>" % sys.argv[0]
+ sys.exit(1)
+
+process_trace(sys.argv[1])
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