#!/usr/bin/python3 # # Examine build performance test results # # Copyright (c) 2017, 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 json import logging import os import re import sys from collections import namedtuple, OrderedDict from operator import attrgetter from xml.etree import ElementTree as ET # Import oe libs scripts_path = os.path.dirname(os.path.realpath(__file__)) sys.path.append(os.path.join(scripts_path, 'lib')) import scriptpath from build_perf import print_table from build_perf.report import (metadata_xml_to_json, results_xml_to_json, aggregate_data, aggregate_metadata, measurement_stats) from build_perf import html scriptpath.add_oe_lib_path() from oeqa.utils.git import GitRepo # Setup logging logging.basicConfig(level=logging.INFO, format="%(levelname)s: %(message)s") log = logging.getLogger('oe-build-perf-report') # Container class for tester revisions TestedRev = namedtuple('TestedRev', 'commit commit_number tags') def get_test_runs(repo, tag_name, **kwargs): """Get a sorted list of test runs, matching given pattern""" # First, get field names from the tag name pattern field_names = [m.group(1) for m in re.finditer(r'{(\w+)}', tag_name)] undef_fields = [f for f in field_names if f not in kwargs.keys()] # Fields for formatting tag name pattern str_fields = dict([(f, '*') for f in field_names]) str_fields.update(kwargs) # Get a list of all matching tags tag_pattern = tag_name.format(**str_fields) tags = repo.run_cmd(['tag', '-l', tag_pattern]).splitlines() log.debug("Found %d tags matching pattern '%s'", len(tags), tag_pattern) # Parse undefined fields from tag names str_fields = dict([(f, r'(?P<{}>[\w\-.]+)'.format(f)) for f in field_names]) str_fields['commit'] = '(?P[0-9a-f]{7,40})' str_fields['commit_number'] = '(?P[0-9]{1,7})' str_fields['tag_number'] = '(?P[0-9]{1,5})' str_fields.update(kwargs) tag_re = re.compile(tag_name.format(**str_fields)) # Parse fields from tags revs = [] for tag in tags: m = tag_re.match(tag) groups = m.groupdict() revs.append([groups[f] for f in undef_fields] + [tag]) # Return field names and a sorted list of revs return undef_fields, sorted(revs) def list_test_revs(repo, tag_name, **kwargs): """Get list of all tested revisions""" fields, revs = get_test_runs(repo, tag_name, **kwargs) ignore_fields = ['tag_number'] print_fields = [i for i, f in enumerate(fields) if f not in ignore_fields] # Sort revs rows = [[fields[i].upper() for i in print_fields] + ['TEST RUNS']] prev = [''] * len(revs) for rev in revs: # Only use fields that we want to print rev = [rev[i] for i in print_fields] if rev != prev: new_row = [''] * len(print_fields) + [1] for i in print_fields: if rev[i] != prev[i]: break new_row[i:-1] = rev[i:] rows.append(new_row) else: rows[-1][-1] += 1 prev = rev print_table(rows) def get_test_revs(repo, tag_name, **kwargs): """Get list of all tested revisions""" fields, runs = get_test_runs(repo, tag_name, **kwargs) revs = {} commit_i = fields.index('commit') commit_num_i = fields.index('commit_number') for run in runs: commit = run[commit_i] commit_num = run[commit_num_i] tag = run[-1] if not commit in revs: revs[commit] = TestedRev(commit, commit_num, [tag]) else: assert commit_num == revs[commit].commit_number, "Commit numbers do not match" revs[commit].tags.append(tag) # Return in sorted table revs = sorted(revs.values(), key=attrgetter('commit_number')) log.debug("Found %d tested revisions:\n %s", len(revs), "\n ".join(['{} ({})'.format(rev.commit_number, rev.commit) for rev in revs])) return revs def rev_find(revs, attr, val): """Search from a list of TestedRev""" for i, rev in enumerate(revs): if getattr(rev, attr) == val: return i raise ValueError("Unable to find '{}' value '{}'".format(attr, val)) def is_xml_format(repo, commit): """Check if the commit contains xml (or json) data""" if repo.rev_parse(commit + ':results.xml'): log.debug("Detected report in xml format in %s", commit) return True else: log.debug("No xml report in %s, assuming json formatted results", commit) return False def read_results(repo, tags, xml=True): """Read result files from repo""" def parse_xml_stream(data): """Parse multiple concatenated XML objects""" objs = [] xml_d = "" for line in data.splitlines(): if xml_d and line.startswith('{wid}}', ' {:{wid}} ', '{:{wid}}', ' {:>{wid}}', ' {:>{wid}}'] num_cols = len(row_fmt) for test in tests: test_l = data_l['tests'][test] if test in data_l['tests'] else None test_r = data_r['tests'][test] if test in data_r['tests'] else None pref = ' ' if test_l is None: pref = '+' elif test_r is None: pref = '-' descr = test_l['description'] if test_l else test_r['description'] heading = "{} {}: {}".format(pref, test, descr) rows.append([heading]) # Generate the list of measurements meas_l = test_l['measurements'] if test_l else {} meas_r = test_r['measurements'] if test_r else {} measurements = list(meas_l.keys()) measurements += [m for m in list(meas_r.keys()) if m not in measurements] for meas in measurements: m_pref = ' ' if meas in meas_l: stats_l = measurement_stats(meas_l[meas], 'l.') else: stats_l = measurement_stats(None, 'l.') m_pref = '+' if meas in meas_r: stats_r = measurement_stats(meas_r[meas], 'r.') else: stats_r = measurement_stats(None, 'r.') m_pref = '-' stats = stats_l.copy() stats.update(stats_r) absdiff = stats['val_cls'](stats['r.mean'] - stats['l.mean']) reldiff = "{:+.1f} %".format(absdiff * 100 / stats['l.mean']) if stats['r.mean'] > stats['l.mean']: absdiff = '+' + str(absdiff) else: absdiff = str(absdiff) rows.append(['', m_pref, stats['name'] + ' ' + stats['quantity'], str(stats['l.mean']), '->', str(stats['r.mean']), absdiff, reldiff]) rows.append([''] * num_cols) print_table(rows, row_fmt) print() def print_html_report(data, id_comp): """Print report in html format""" # Handle metadata metadata = {'branch': {'title': 'Branch', 'value': 'master'}, 'hostname': {'title': 'Hostname', 'value': 'foobar'}, 'commit': {'title': 'Commit', 'value': '1234'} } metadata = metadata_diff(data[id_comp][0], data[-1][0]) # Generate list of tests tests = [] for test in data[-1][1]['tests'].keys(): test_r = data[-1][1]['tests'][test] new_test = {'name': test_r['name'], 'description': test_r['description'], 'status': test_r['status'], 'measurements': [], 'err_type': test_r.get('err_type'), } # Limit length of err output shown if 'message' in test_r: lines = test_r['message'].splitlines() if len(lines) > 20: new_test['message'] = '...\n' + '\n'.join(lines[-20:]) else: new_test['message'] = test_r['message'] # Generate the list of measurements for meas in test_r['measurements'].keys(): meas_r = test_r['measurements'][meas] meas_type = 'time' if meas_r['type'] == 'sysres' else 'size' new_meas = {'name': meas_r['name'], 'legend': meas_r['legend'], 'description': meas_r['name'] + ' ' + meas_type, } samples = [] # Run through all revisions in our data for meta, test_data in data: if (not test in test_data['tests'] or not meas in test_data['tests'][test]['measurements']): samples.append(measurement_stats(None)) continue test_i = test_data['tests'][test] meas_i = test_i['measurements'][meas] commit_num = get_data_item(meta, 'layers.meta.commit_count') samples.append(measurement_stats(meas_i)) samples[-1]['commit_num'] = commit_num absdiff = samples[-1]['val_cls'](samples[-1]['mean'] - samples[id_comp]['mean']) new_meas['absdiff'] = absdiff new_meas['absdiff_str'] = str(absdiff) if absdiff < 0 else '+' + str(absdiff) new_meas['reldiff'] = "{:+.1f} %".format(absdiff * 100 / samples[id_comp]['mean']) new_meas['samples'] = samples new_meas['value'] = samples[-1] new_meas['value_type'] = samples[-1]['val_cls'] new_test['measurements'].append(new_meas) tests.append(new_test) # Chart options chart_opts = {'haxis': {'min': get_data_item(data[0][0], 'layers.meta.commit_count'), 'max': get_data_item(data[0][0], 'layers.meta.commit_count')} } print(html.template.render(metadata=metadata, test_data=tests, chart_opts=chart_opts)) def auto_args(repo, args): """Guess arguments, if not defined by the user""" # Get the latest commit in the repo log.debug("Guessing arguments from the latest commit") msg = repo.run_cmd(['log', '-1', '--branches', '--remotes', '--format=%b']) for line in msg.splitlines(): split = line.split(':', 1) if len(split) != 2: continue key = split[0] val = split[1].strip() if key == 'hostname': log.debug("Using hostname %s", val) args.hostname = val elif key == 'branch': log.debug("Using branch %s", val) args.branch = val def parse_args(argv): """Parse command line arguments""" description = """ Examine build performance test results from a Git repository""" parser = argparse.ArgumentParser( formatter_class=argparse.ArgumentDefaultsHelpFormatter, description=description) parser.add_argument('--debug', '-d', action='store_true', help="Verbose logging") parser.add_argument('--repo', '-r', required=True, help="Results repository (local git clone)") parser.add_argument('--list', '-l', action='store_true', help="List available test runs") parser.add_argument('--html', action='store_true', help="Generate report in html format") group = parser.add_argument_group('Tag and revision') group.add_argument('--tag-name', '-t', default='{hostname}/{branch}/{machine}/{commit_number}-g{commit}/{tag_number}', help="Tag name (pattern) for finding results") group.add_argument('--hostname', '-H') group.add_argument('--branch', '-B', default='master') group.add_argument('--machine', default='qemux86') group.add_argument('--history-length', default=25, type=int, help="Number of tested revisions to plot in html report") group.add_argument('--commit', help="Revision to search for") group.add_argument('--commit-number', help="Revision number to search for, redundant if " "--commit is specified") group.add_argument('--commit2', help="Revision to compare with") group.add_argument('--commit-number2', help="Revision number to compare with, redundant if " "--commit2 is specified") return parser.parse_args(argv) def main(argv=None): """Script entry point""" args = parse_args(argv) if args.debug: log.setLevel(logging.DEBUG) repo = GitRepo(args.repo) if args.list: list_test_revs(repo, args.tag_name) return 0 # Determine hostname which to use if not args.hostname: auto_args(repo, args) revs = get_test_revs(repo, args.tag_name, hostname=args.hostname, branch=args.branch, machine=args.machine) if len(revs) < 2: log.error("%d tester revisions found, unable to generate report", len(revs)) return 1 # Pick revisions if args.commit: if args.commit_number: log.warning("Ignoring --commit-number as --commit was specified") index1 = rev_find(revs, 'commit', args.commit) elif args.commit_number: index1 = rev_find(revs, 'commit_number', args.commit_number) else: index1 = len(revs) - 1 if args.commit2: if args.commit_number2: log.warning("Ignoring --commit-number2 as --commit2 was specified") index2 = rev_find(revs, 'commit', args.commit2) elif args.commit_number2: index2 = rev_find(revs, 'commit_number', args.commit_number2) else: if index1 > 0: index2 = index1 - 1 else: log.error("Unable to determine the other commit, use " "--commit2 or --commit-number2 to specify it") return 1 index_l = min(index1, index2) index_r = max(index1, index2) rev_l = revs[index_l] rev_r = revs[index_r] log.debug("Using 'left' revision %s (%s), %s test runs:\n %s", rev_l.commit_number, rev_l.commit, len(rev_l.tags), '\n '.join(rev_l.tags)) log.debug("Using 'right' revision %s (%s), %s test runs:\n %s", rev_r.commit_number, rev_r.commit, len(rev_r.tags), '\n '.join(rev_r.tags)) # Check report format used in the repo (assume all reports in the same fmt) xml = is_xml_format(repo, revs[index_r].tags[-1]) if args.html: index_0 = max(0, index_r - args.history_length) rev_range = range(index_0, index_r + 1) else: # We do not need range of commits for text report (no graphs) index_0 = index_l rev_range = (index_l, index_r) # Read raw data log.debug("Reading %d revisions, starting from %s (%s)", len(rev_range), revs[index_0].commit_number, revs[index_0].commit) raw_data = [read_results(repo, revs[i].tags, xml) for i in rev_range] data = [] for raw_m, raw_d in raw_data: data.append((aggregate_metadata(raw_m), aggregate_data(raw_d))) # Re-map list indexes to the new table starting from index 0 index_r = index_r - index_0 index_l = index_l - index_0 # Print report if not args.html: print_diff_report(data[index_l][0], data[index_l][1], data[index_r][0], data[index_r][1]) else: print_html_report(data, index_l) return 0 if __name__ == "__main__": sys.exit(main())