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authorMarkus Lehtonen <markus.lehtonen@linux.intel.com>2016-09-14 14:24:42 +0300
committerRichard Purdie <richard.purdie@linuxfoundation.org>2016-09-16 15:15:33 +0100
commite707718374ce1c95769a5f99aa3bfdfc0be685b2 (patch)
treefbca947ad24ecad81c230bbeaaeb7c276fe37d6f
parent3c8c8501d0a19b566a94a9e06afe40642b444958 (diff)
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scripts: introduce buildstats-diff
New script for comparing buildstats from two separate builds. The script has two modes: normally it prints the differences in task execution (cpu) times but using --ver-diff option makes it just print the recipe version differences without any cpu time data. Other command line options are provided to alter the sort criteria of the data and to filter out insignificant differences and/or short tasks. Signed-off-by: Markus Lehtonen <markus.lehtonen@linux.intel.com> Signed-off-by: Ross Burton <ross.burton@intel.com>
-rwxr-xr-xscripts/buildstats-diff411
1 files changed, 411 insertions, 0 deletions
diff --git a/scripts/buildstats-diff b/scripts/buildstats-diff
new file mode 100755
index 0000000000..8ee2aaf626
--- /dev/null
+++ b/scripts/buildstats-diff
@@ -0,0 +1,411 @@
+#!/usr/bin/python3
+#
+# Script for comparing buildstats from two different builds
+#
+# Copyright (c) 2016, Intel Corporation.
+#
+# This program is free software; you can redistribute it and/or modify it
+# under the terms and conditions of the GNU General Public License,
+# version 2, as published by the Free Software Foundation.
+#
+# This program is distributed in the hope it will be useful, but WITHOUT
+# ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or
+# FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for
+# more details.
+#
+import argparse
+import glob
+import json
+import logging
+import os
+import re
+import sys
+from collections import namedtuple
+from datetime import datetime, timedelta, tzinfo
+from operator import attrgetter
+
+# Setup logging
+logging.basicConfig(level=logging.INFO)
+log = logging.getLogger()
+
+
+class TimeZone(tzinfo):
+ """Simple fixed-offset tzinfo"""
+ def __init__(self, seconds, name):
+ self._offset = timedelta(seconds=seconds)
+ self._name = name
+
+ def utcoffset(self, dt):
+ return self._offset
+
+ def tzname(self, dt):
+ return self._name
+
+ def dst(self, dt):
+ return None
+
+TIMEZONES = {'UTC': TimeZone(0, 'UTC'),
+ 'EET': TimeZone(7200, 'EET'),
+ 'EEST': TimeZone(10800, 'EEST')}
+
+
+taskdiff_fields = ('pkg', 'pkg_op', 'task', 'task_op', 'cputime1', 'cputime2',
+ 'absdiff', 'reldiff')
+TaskDiff = namedtuple('TaskDiff', ' '.join(taskdiff_fields))
+
+
+def to_datetime_obj(obj):
+ """Helper for getting timestamps in datetime format"""
+ if isinstance(obj, datetime):
+ return obj
+ else:
+ return datetime.utcfromtimestamp(obj).replace(tzinfo=TIMEZONES['UTC'])
+
+
+def read_buildstats_file(buildstat_file):
+ """Convert buildstat text file into dict/json"""
+ bs_json = {'iostat': {},
+ 'rusage': {},
+ 'child_rusage': {}}
+ log.debug("Reading task buildstats from %s", buildstat_file)
+ with open(buildstat_file) as fobj:
+ for line in fobj.readlines():
+ key, val = line.split(':', 1)
+ val = val.strip()
+ if key == 'Started':
+ start_time = to_datetime_obj(float(val))
+ bs_json['start_time'] = start_time
+ elif key == 'Ended':
+ end_time = to_datetime_obj(float(val))
+ elif key.startswith('IO '):
+ split = key.split()
+ bs_json['iostat'][split[1]] = int(val)
+ elif key.find('rusage') >= 0:
+ split = key.split()
+ ru_key = split[-1]
+ if ru_key in ('ru_stime', 'ru_utime'):
+ val = float(val)
+ else:
+ val = int(val)
+ ru_type = 'rusage' if split[0] == 'rusage' else \
+ 'child_rusage'
+ bs_json[ru_type][ru_key] = val
+ elif key == 'Status':
+ bs_json['status'] = val
+ bs_json['elapsed_time'] = end_time - start_time
+ return bs_json
+
+
+def read_buildstats_dir(bs_dir):
+ """Read buildstats directory"""
+ def split_nevr(nevr):
+ """Split name and version information from recipe "nevr" string"""
+ n_e_v, revision = nevr.rsplit('-', 1)
+ match = re.match(r'^(?P<name>\S+)-((?P<epoch>[0-9]{1,5})_)?(?P<version>[0-9]\S*)$',
+ n_e_v)
+ if not match:
+ # If we're not able to parse a version starting with a number, just
+ # take the part after last dash
+ match = re.match(r'^(?P<name>\S+)-((?P<epoch>[0-9]{1,5})_)?(?P<version>[^-]+)$',
+ n_e_v)
+ name = match.group('name')
+ version = match.group('version')
+ epoch = match.group('epoch')
+ return name, epoch, version, revision
+
+ if os.path.isfile(os.path.join(bs_dir, 'build_stats')):
+ top_dir = bs_dir
+ else:
+ subdirs = sorted(glob.glob(bs_dir + '/*'))
+ if len(subdirs) > 1:
+ log.warning("Multiple buildstats found, using the first one")
+ top_dir = subdirs[0]
+ log.debug("Reading buildstats directory %s", top_dir)
+ subdirs = os.listdir(top_dir)
+
+ # Handle "old" style directory structure
+ if len(subdirs) == 1 and re.match('^20[0-9]{12}$', subdirs[0]):
+ top_dir = os.path.join(top_dir, subdirs[0])
+ subdirs = os.listdir(top_dir)
+
+ buildstats = {}
+ for dirname in subdirs:
+ recipe_dir = os.path.join(top_dir, dirname)
+ if not os.path.isdir(recipe_dir):
+ continue
+ name, epoch, version, revision = split_nevr(dirname)
+ recipe_bs = {'nevr': dirname,
+ 'name': name,
+ 'epoch': epoch,
+ 'version': version,
+ 'revision': revision,
+ 'tasks': {}}
+ for task in os.listdir(recipe_dir):
+ recipe_bs['tasks'][task] = read_buildstats_file(
+ os.path.join(recipe_dir, task))
+ if name in buildstats:
+ log.error("Cannot handle multiple versions of the same package (%s)",
+ name)
+ sys.exit(1)
+ buildstats[name] = recipe_bs
+
+ return buildstats
+
+
+def read_buildstats_json(path):
+ """Read buildstats from JSON file"""
+ buildstats = {}
+ with open(path) as fobj:
+ bs_json = json.load(fobj)
+ for recipe_bs in bs_json:
+ if recipe_bs['name'] in buildstats:
+ log.error("Cannot handle multiple versions of the same package (%s)",
+ recipe_bs['name'])
+ sys.exit(1)
+
+ if recipe_bs['epoch'] is None:
+ recipe_bs['nevr'] = "{}-{}-{}".format(recipe_bs['name'], recipe_bs['version'], recipe_bs['revision'])
+ else:
+ recipe_bs['nevr'] = "{}-{}_{}-{}".format(recipe_bs['name'], recipe_bs['epoch'], recipe_bs['version'], recipe_bs['revision'])
+ buildstats[recipe_bs['name']] = recipe_bs
+
+ return buildstats
+
+
+def read_buildstats(path):
+ """Read buildstats"""
+ if os.path.isfile(path):
+ return read_buildstats_json(path)
+ else:
+ return read_buildstats_dir(path)
+
+
+def print_ver_diff(bs1, bs2):
+ """Print package version differences"""
+ pkgs1 = set(bs1.keys())
+ pkgs2 = set(bs2.keys())
+ new_pkgs = pkgs2 - pkgs1
+ deleted_pkgs = pkgs1 - pkgs2
+
+ echanged = []
+ vchanged = []
+ rchanged = []
+ unchanged = []
+ common_pkgs = pkgs2.intersection(pkgs1)
+ if common_pkgs:
+ for pkg in common_pkgs:
+ if bs1[pkg]['epoch'] != bs2[pkg]['epoch']:
+ echanged.append(pkg)
+ elif bs1[pkg]['version'] != bs2[pkg]['version']:
+ vchanged.append(pkg)
+ elif bs1[pkg]['revision'] != bs2[pkg]['revision']:
+ rchanged.append(pkg)
+ else:
+ unchanged.append(pkg)
+
+ maxlen = max([len(pkg) for pkg in pkgs1.union(pkgs2)])
+ fmt_str = " {:{maxlen}} ({})"
+# if unchanged:
+# print("\nUNCHANGED PACKAGES:")
+# print("-------------------")
+# maxlen = max([len(pkg) for pkg in unchanged])
+# for pkg in sorted(unchanged):
+# print(fmt_str.format(pkg, bs2[pkg]['nevr'], maxlen=maxlen))
+
+ if new_pkgs:
+ print("\nNEW PACKAGES:")
+ print("-------------")
+ for pkg in sorted(new_pkgs):
+ print(fmt_str.format(pkg, bs2[pkg]['nevr'], maxlen=maxlen))
+
+ if deleted_pkgs:
+ print("\nDELETED PACKAGES:")
+ print("-----------------")
+ for pkg in sorted(deleted_pkgs):
+ print(fmt_str.format(pkg, bs1[pkg]['nevr'], maxlen=maxlen))
+
+ fmt_str = " {0:{maxlen}} {1:<20} ({2})"
+ if rchanged:
+ print("\nREVISION CHANGED:")
+ print("-----------------")
+ for pkg in sorted(rchanged):
+ field1 = "{} -> {}".format(pkg, bs1[pkg]['revision'], bs2[pkg]['revision'])
+ field2 = "{} -> {}".format(bs1[pkg]['nevr'], bs2[pkg]['nevr'])
+ print(fmt_str.format(pkg, field1, field2, maxlen=maxlen))
+
+ if vchanged:
+ print("\nVERSION CHANGED:")
+ print("----------------")
+ for pkg in sorted(vchanged):
+ field1 = "{} -> {}".format(bs1[pkg]['version'], bs2[pkg]['version'])
+ field2 = "{} -> {}".format(bs1[pkg]['nevr'], bs2[pkg]['nevr'])
+ print(fmt_str.format(pkg, field1, field2, maxlen=maxlen))
+
+ if echanged:
+ print("\nEPOCH CHANGED:")
+ print("--------------")
+ for pkg in sorted(echanged):
+ field1 = "{} -> {}".format(pkg, bs1[pkg]['epoch'], bs2[pkg]['epoch'])
+ field2 = "{} -> {}".format(bs1[pkg]['nevr'], bs2[pkg]['nevr'])
+ print(fmt_str.format(pkg, field1, field2, maxlen=maxlen))
+
+
+def task_time(task):
+ """Calculate sum of user and system time taken by a task"""
+ cputime = task['rusage']['ru_stime'] + task['rusage']['ru_utime'] + \
+ task['child_rusage']['ru_stime'] + task['child_rusage']['ru_utime']
+ return cputime
+
+
+def print_task_diff(bs1, bs2, min_cputime=0, min_timediff=0, sort_by=('absdiff',)):
+ """Diff task execution times"""
+ tasks_diff = []
+ pkg_maxlen = 0
+ task_maxlen = 0
+
+ pkgs = set(bs1.keys()).union(set(bs2.keys()))
+ for pkg in pkgs:
+ if len(pkg) > pkg_maxlen:
+ pkg_maxlen = len(pkg)
+ tasks1 = bs1[pkg]['tasks'] if pkg in bs1 else {}
+ tasks2 = bs2[pkg]['tasks'] if pkg in bs2 else {}
+ if not tasks1:
+ pkg_op = '+ '
+ elif not tasks2:
+ pkg_op = '- '
+ else:
+ pkg_op = ' '
+
+ for task in set(tasks1.keys()).union(set(tasks2.keys())):
+ if len(task) > task_maxlen:
+ task_maxlen = len(task)
+
+ t1 = task_time(bs1[pkg]['tasks'][task]) if task in tasks1 else 0
+ t2 = task_time(bs2[pkg]['tasks'][task]) if task in tasks2 else 0
+ task_op = ' '
+ if t1 == 0:
+ reldiff = float('inf')
+ task_op = '+ '
+ else:
+ reldiff = 100 * (t2 - t1) / t1
+ if t2 == 0:
+ task_op = '- '
+
+ tasks_diff.append(TaskDiff(pkg, pkg_op, task, task_op, t1, t2, t2-t1, reldiff))
+
+ if min_cputime:
+ print("Ignoring tasks shorter than {}s".format(min_cputime))
+ if min_timediff:
+ print("Ignoring time differences shorter than {}s".format(min_timediff))
+
+ print()
+ print(" {:{pkg_maxlen}} {:{task_maxlen}} {:>8} {:>10} {:>10} {}".format(
+ 'PKG', 'TASK', 'ABSDIFF', 'RELDIFF', 'CPUTIME1', 'CPUTIME2',
+ pkg_maxlen=pkg_maxlen, task_maxlen=task_maxlen))
+
+ # Sort our list
+ for field in reversed(sort_by):
+ if field.startswith('-'):
+ field = field[1:]
+ reverse = True
+ else:
+ reverse = False
+ tasks_diff = sorted(tasks_diff, key=attrgetter(field), reverse=reverse)
+
+ for diff in tasks_diff:
+ cputime = max(diff.cputime1, diff.cputime2)
+ if cputime > min_cputime:
+ if abs(diff.absdiff) > min_timediff:
+ task_prefix = diff.task_op if diff.pkg_op == ' ' else ' '
+ print("{}{:{pkg_maxlen}} {}{:{task_maxlen}} {:+7.1f}s {:+9.1f}% {:9.1f}s -> {:.1f}s".format(
+ diff.pkg_op, diff.pkg, task_prefix, diff.task, diff.absdiff, diff.reldiff, diff.cputime1, diff.cputime2,
+ pkg_maxlen=pkg_maxlen, task_maxlen=task_maxlen))
+ else:
+ log.debug("Filtering out %s (difference of %0.1fs)", task, diff.absdiff)
+ else:
+ log.debug("Filtering out %s (%0.1fs)", task, cputime)
+
+
+def print_timediff_summary(bs1, bs2):
+ """Print summary of the timediffs"""
+ def total_cputime(buildstats):
+ sum = 0.0
+ for recipe_data in buildstats.values():
+ for task_data in recipe_data['tasks'].values():
+ sum += task_time(task_data)
+ return sum
+
+ def hms_time(secs):
+ """Get time in human-readable HH:MM:SS format"""
+ h = int(secs / 3600)
+ m = int((secs % 3600) / 60)
+ s = secs % 60
+ if h == 0:
+ return "{:02d}:{:04.1f}".format(m, s)
+ else:
+ return "{:d}:{:02d}:{:04.1f}".format(h, m, s)
+
+ total1 = total_cputime(bs1)
+ total2 = total_cputime(bs2)
+ print("\nCumulative CPU Time:")
+ print (" {:+.1f}s {:+.1f}% {} ({:.1f}s) -> {} ({:.1f}s)".format(
+ total2 - total1, 100 * (total2-total1) / total1,
+ hms_time(total1), total1, hms_time(total2), total2))
+
+
+
+def parse_args(argv):
+ """Parse cmdline arguments"""
+ description="""
+Script for comparing buildstats of two separate builds."""
+ parser = argparse.ArgumentParser(
+ formatter_class=argparse.ArgumentDefaultsHelpFormatter,
+ description=description)
+
+ parser.add_argument('--debug', '-d', action='store_true',
+ help="Verbose logging")
+ parser.add_argument('--ver-diff', action='store_true',
+ help="Show package version differences and exit")
+ parser.add_argument('--min-time', default=3.0, type=float,
+ help="Filter out tasks shorter than MIN_TIME seconds")
+ parser.add_argument('--min-timediff', default=1.0, type=float,
+ help="Filter out tasks whose difference in cputime is "
+ "less that MIN_TIMEDIFF seconds")
+ parser.add_argument('--sort-by', default='absdiff',
+ help="Comma-separated list of field sort order. "
+ "Prepend the field name with '-' for reversed sort. "
+ "Available fields are: {}".format(', '.join(taskdiff_fields)))
+ parser.add_argument('buildstats1', metavar='BUILDSTATS1', help="'Left' buildstat")
+ parser.add_argument('buildstats2', metavar='BUILDSTATS2', help="'Right' buildstat")
+
+ return parser.parse_args(argv)
+
+def main(argv=None):
+ """Script entry point"""
+ args = parse_args(argv)
+ if args.debug:
+ log.setLevel(logging.DEBUG)
+
+ # Validate sort fields
+ sort_by = []
+ for field in args.sort_by.split(','):
+ if field.lstrip('-') not in taskdiff_fields:
+ log.error("Invalid sort field '%s' (must be one of: %s)" %
+ (field, ', '.join(taskdiff_fields)))
+ sys.exit(1)
+ sort_by.append(field)
+
+
+ bs1 = read_buildstats(args.buildstats1)
+ bs2 = read_buildstats(args.buildstats2)
+
+ if args.ver_diff:
+ print_ver_diff(bs1, bs2)
+ else:
+ print_task_diff(bs1, bs2, args.min_time, args.min_timediff, sort_by)
+ print_timediff_summary(bs1, bs2)
+
+ return 0
+
+if __name__ == "__main__":
+ sys.exit(main())