#!/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\S+)-((?P[0-9]{1,5})_)?(?P[0-9]\S*)$', n_e_v) if not match: # If we're not able to parse a version starting with a number, just # take the part after last dash match = re.match(r'^(?P\S+)-((?P[0-9]{1,5})_)?(?P[^-]+)$', 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())