665 lines
25 KiB
Python
Executable File
665 lines
25 KiB
Python
Executable File
#!/usr/bin/python3
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#
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# Examine build performance test results
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#
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# Copyright (c) 2017, Intel Corporation.
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#
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# This program is free software; you can redistribute it and/or modify it
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# under the terms and conditions of the GNU General Public License,
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# version 2, as published by the Free Software Foundation.
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#
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# This program is distributed in the hope it will be useful, but WITHOUT
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# ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or
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# FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for
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# more details.
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#
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import argparse
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import json
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import logging
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import os
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import re
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import sys
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from collections import namedtuple, OrderedDict
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from operator import attrgetter
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from xml.etree import ElementTree as ET
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# Import oe libs
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scripts_path = os.path.dirname(os.path.realpath(__file__))
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sys.path.append(os.path.join(scripts_path, 'lib'))
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import scriptpath
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from build_perf import print_table
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from build_perf.report import (metadata_xml_to_json, results_xml_to_json,
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aggregate_data, aggregate_metadata, measurement_stats,
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AggregateTestData)
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from build_perf import html
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from buildstats import BuildStats, diff_buildstats, BSVerDiff
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scriptpath.add_oe_lib_path()
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from oeqa.utils.git import GitRepo, GitError
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# Setup logging
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logging.basicConfig(level=logging.INFO, format="%(levelname)s: %(message)s")
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log = logging.getLogger('oe-build-perf-report')
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# Container class for tester revisions
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TestedRev = namedtuple('TestedRev', 'commit commit_number tags')
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def get_test_runs(repo, tag_name, **kwargs):
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"""Get a sorted list of test runs, matching given pattern"""
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# First, get field names from the tag name pattern
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field_names = [m.group(1) for m in re.finditer(r'{(\w+)}', tag_name)]
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undef_fields = [f for f in field_names if f not in kwargs.keys()]
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# Fields for formatting tag name pattern
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str_fields = dict([(f, '*') for f in field_names])
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str_fields.update(kwargs)
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# Get a list of all matching tags
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tag_pattern = tag_name.format(**str_fields)
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tags = repo.run_cmd(['tag', '-l', tag_pattern]).splitlines()
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log.debug("Found %d tags matching pattern '%s'", len(tags), tag_pattern)
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# Parse undefined fields from tag names
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str_fields = dict([(f, r'(?P<{}>[\w\-.()]+)'.format(f)) for f in field_names])
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str_fields['branch'] = r'(?P<branch>[\w\-.()/]+)'
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str_fields['commit'] = '(?P<commit>[0-9a-f]{7,40})'
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str_fields['commit_number'] = '(?P<commit_number>[0-9]{1,7})'
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str_fields['tag_number'] = '(?P<tag_number>[0-9]{1,5})'
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# escape parenthesis in fields in order to not messa up the regexp
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fixed_fields = dict([(k, v.replace('(', r'\(').replace(')', r'\)')) for k, v in kwargs.items()])
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str_fields.update(fixed_fields)
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tag_re = re.compile(tag_name.format(**str_fields))
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# Parse fields from tags
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revs = []
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for tag in tags:
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m = tag_re.match(tag)
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groups = m.groupdict()
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revs.append([groups[f] for f in undef_fields] + [tag])
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# Return field names and a sorted list of revs
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return undef_fields, sorted(revs)
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def list_test_revs(repo, tag_name, verbosity, **kwargs):
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"""Get list of all tested revisions"""
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valid_kwargs = dict([(k, v) for k, v in kwargs.items() if v is not None])
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fields, revs = get_test_runs(repo, tag_name, **valid_kwargs)
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ignore_fields = ['tag_number']
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if verbosity < 2:
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extra_fields = ['COMMITS', 'TEST RUNS']
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ignore_fields.extend(['commit_number', 'commit'])
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else:
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extra_fields = ['TEST RUNS']
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print_fields = [i for i, f in enumerate(fields) if f not in ignore_fields]
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# Sort revs
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rows = [[fields[i].upper() for i in print_fields] + extra_fields]
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prev = [''] * len(print_fields)
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prev_commit = None
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commit_cnt = 0
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commit_field = fields.index('commit')
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for rev in revs:
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# Only use fields that we want to print
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cols = [rev[i] for i in print_fields]
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if cols != prev:
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commit_cnt = 1
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test_run_cnt = 1
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new_row = [''] * (len(print_fields) + len(extra_fields))
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for i in print_fields:
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if cols[i] != prev[i]:
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break
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new_row[i:-len(extra_fields)] = cols[i:]
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rows.append(new_row)
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else:
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if rev[commit_field] != prev_commit:
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commit_cnt += 1
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test_run_cnt += 1
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if verbosity < 2:
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new_row[-2] = commit_cnt
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new_row[-1] = test_run_cnt
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prev = cols
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prev_commit = rev[commit_field]
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print_table(rows)
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def get_test_revs(repo, tag_name, **kwargs):
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"""Get list of all tested revisions"""
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fields, runs = get_test_runs(repo, tag_name, **kwargs)
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revs = {}
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commit_i = fields.index('commit')
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commit_num_i = fields.index('commit_number')
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for run in runs:
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commit = run[commit_i]
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commit_num = run[commit_num_i]
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tag = run[-1]
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if not commit in revs:
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revs[commit] = TestedRev(commit, commit_num, [tag])
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else:
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assert commit_num == revs[commit].commit_number, "Commit numbers do not match"
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revs[commit].tags.append(tag)
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# Return in sorted table
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revs = sorted(revs.values(), key=attrgetter('commit_number'))
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log.debug("Found %d tested revisions:\n %s", len(revs),
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"\n ".join(['{} ({})'.format(rev.commit_number, rev.commit) for rev in revs]))
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return revs
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def rev_find(revs, attr, val):
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"""Search from a list of TestedRev"""
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for i, rev in enumerate(revs):
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if getattr(rev, attr) == val:
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return i
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raise ValueError("Unable to find '{}' value '{}'".format(attr, val))
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def is_xml_format(repo, commit):
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"""Check if the commit contains xml (or json) data"""
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if repo.rev_parse(commit + ':results.xml'):
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log.debug("Detected report in xml format in %s", commit)
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return True
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else:
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log.debug("No xml report in %s, assuming json formatted results", commit)
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return False
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def read_results(repo, tags, xml=True):
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"""Read result files from repo"""
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def parse_xml_stream(data):
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"""Parse multiple concatenated XML objects"""
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objs = []
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xml_d = ""
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for line in data.splitlines():
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if xml_d and line.startswith('<?xml version='):
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objs.append(ET.fromstring(xml_d))
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xml_d = line
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else:
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xml_d += line
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objs.append(ET.fromstring(xml_d))
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return objs
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def parse_json_stream(data):
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"""Parse multiple concatenated JSON objects"""
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objs = []
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json_d = ""
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for line in data.splitlines():
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if line == '}{':
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json_d += '}'
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objs.append(json.loads(json_d, object_pairs_hook=OrderedDict))
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json_d = '{'
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else:
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json_d += line
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objs.append(json.loads(json_d, object_pairs_hook=OrderedDict))
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return objs
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num_revs = len(tags)
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# Optimize by reading all data with one git command
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log.debug("Loading raw result data from %d tags, %s...", num_revs, tags[0])
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if xml:
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git_objs = [tag + ':metadata.xml' for tag in tags] + [tag + ':results.xml' for tag in tags]
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data = parse_xml_stream(repo.run_cmd(['show'] + git_objs + ['--']))
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return ([metadata_xml_to_json(e) for e in data[0:num_revs]],
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[results_xml_to_json(e) for e in data[num_revs:]])
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else:
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git_objs = [tag + ':metadata.json' for tag in tags] + [tag + ':results.json' for tag in tags]
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data = parse_json_stream(repo.run_cmd(['show'] + git_objs + ['--']))
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return data[0:num_revs], data[num_revs:]
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def get_data_item(data, key):
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"""Nested getitem lookup"""
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for k in key.split('.'):
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data = data[k]
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return data
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def metadata_diff(metadata_l, metadata_r):
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"""Prepare a metadata diff for printing"""
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keys = [('Hostname', 'hostname', 'hostname'),
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('Branch', 'branch', 'layers.meta.branch'),
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('Commit number', 'commit_num', 'layers.meta.commit_count'),
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('Commit', 'commit', 'layers.meta.commit'),
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('Number of test runs', 'testrun_count', 'testrun_count')
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]
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def _metadata_diff(key):
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"""Diff metadata from two test reports"""
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try:
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val1 = get_data_item(metadata_l, key)
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except KeyError:
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val1 = '(N/A)'
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try:
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val2 = get_data_item(metadata_r, key)
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except KeyError:
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val2 = '(N/A)'
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return val1, val2
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metadata = OrderedDict()
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for title, key, key_json in keys:
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value_l, value_r = _metadata_diff(key_json)
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metadata[key] = {'title': title,
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'value_old': value_l,
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'value': value_r}
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return metadata
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def print_diff_report(metadata_l, data_l, metadata_r, data_r):
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"""Print differences between two data sets"""
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# First, print general metadata
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print("\nTEST METADATA:\n==============")
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meta_diff = metadata_diff(metadata_l, metadata_r)
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rows = []
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row_fmt = ['{:{wid}} ', '{:<{wid}} ', '{:<{wid}}']
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rows = [['', 'CURRENT COMMIT', 'COMPARING WITH']]
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for key, val in meta_diff.items():
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# Shorten commit hashes
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if key == 'commit':
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rows.append([val['title'] + ':', val['value'][:20], val['value_old'][:20]])
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else:
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rows.append([val['title'] + ':', val['value'], val['value_old']])
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print_table(rows, row_fmt)
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# Print test results
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print("\nTEST RESULTS:\n=============")
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tests = list(data_l['tests'].keys())
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# Append tests that are only present in 'right' set
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tests += [t for t in list(data_r['tests'].keys()) if t not in tests]
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# Prepare data to be printed
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rows = []
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row_fmt = ['{:8}', '{:{wid}}', '{:{wid}}', ' {:>{wid}}', ' {:{wid}} ', '{:{wid}}',
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' {:>{wid}}', ' {:>{wid}}']
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num_cols = len(row_fmt)
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for test in tests:
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test_l = data_l['tests'][test] if test in data_l['tests'] else None
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test_r = data_r['tests'][test] if test in data_r['tests'] else None
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pref = ' '
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if test_l is None:
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pref = '+'
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elif test_r is None:
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pref = '-'
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descr = test_l['description'] if test_l else test_r['description']
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heading = "{} {}: {}".format(pref, test, descr)
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rows.append([heading])
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# Generate the list of measurements
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meas_l = test_l['measurements'] if test_l else {}
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meas_r = test_r['measurements'] if test_r else {}
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measurements = list(meas_l.keys())
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measurements += [m for m in list(meas_r.keys()) if m not in measurements]
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for meas in measurements:
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m_pref = ' '
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if meas in meas_l:
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stats_l = measurement_stats(meas_l[meas], 'l.')
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else:
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stats_l = measurement_stats(None, 'l.')
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m_pref = '+'
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if meas in meas_r:
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stats_r = measurement_stats(meas_r[meas], 'r.')
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else:
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stats_r = measurement_stats(None, 'r.')
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m_pref = '-'
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stats = stats_l.copy()
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stats.update(stats_r)
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absdiff = stats['val_cls'](stats['r.mean'] - stats['l.mean'])
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reldiff = "{:+.1f} %".format(absdiff * 100 / stats['l.mean'])
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if stats['r.mean'] > stats['l.mean']:
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absdiff = '+' + str(absdiff)
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else:
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absdiff = str(absdiff)
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rows.append(['', m_pref, stats['name'] + ' ' + stats['quantity'],
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str(stats['l.mean']), '->', str(stats['r.mean']),
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absdiff, reldiff])
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rows.append([''] * num_cols)
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print_table(rows, row_fmt)
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print()
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class BSSummary(object):
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def __init__(self, bs1, bs2):
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self.tasks = {'count': bs2.num_tasks,
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'change': '{:+d}'.format(bs2.num_tasks - bs1.num_tasks)}
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self.top_consumer = None
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self.top_decrease = None
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self.top_increase = None
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self.ver_diff = OrderedDict()
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tasks_diff = diff_buildstats(bs1, bs2, 'cputime')
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# Get top consumers of resources
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tasks_diff = sorted(tasks_diff, key=attrgetter('value2'))
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self.top_consumer = tasks_diff[-5:]
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# Get biggest increase and decrease in resource usage
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tasks_diff = sorted(tasks_diff, key=attrgetter('absdiff'))
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self.top_decrease = tasks_diff[0:5]
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self.top_increase = tasks_diff[-5:]
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# Compare recipe versions and prepare data for display
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ver_diff = BSVerDiff(bs1, bs2)
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if ver_diff:
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if ver_diff.new:
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self.ver_diff['New recipes'] = [(n, r.evr) for n, r in ver_diff.new.items()]
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if ver_diff.dropped:
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self.ver_diff['Dropped recipes'] = [(n, r.evr) for n, r in ver_diff.dropped.items()]
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if ver_diff.echanged:
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self.ver_diff['Epoch changed'] = [(n, "{} → {}".format(r.left.evr, r.right.evr)) for n, r in ver_diff.echanged.items()]
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if ver_diff.vchanged:
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self.ver_diff['Version changed'] = [(n, "{} → {}".format(r.left.version, r.right.version)) for n, r in ver_diff.vchanged.items()]
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if ver_diff.rchanged:
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self.ver_diff['Revision changed'] = [(n, "{} → {}".format(r.left.evr, r.right.evr)) for n, r in ver_diff.rchanged.items()]
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def print_html_report(data, id_comp, buildstats):
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"""Print report in html format"""
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# Handle metadata
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metadata = metadata_diff(data[id_comp].metadata, data[-1].metadata)
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# Generate list of tests
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tests = []
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for test in data[-1].results['tests'].keys():
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test_r = data[-1].results['tests'][test]
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new_test = {'name': test_r['name'],
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'description': test_r['description'],
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'status': test_r['status'],
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'measurements': [],
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'err_type': test_r.get('err_type'),
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}
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# Limit length of err output shown
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if 'message' in test_r:
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lines = test_r['message'].splitlines()
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if len(lines) > 20:
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new_test['message'] = '...\n' + '\n'.join(lines[-20:])
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else:
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new_test['message'] = test_r['message']
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# Generate the list of measurements
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for meas in test_r['measurements'].keys():
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meas_r = test_r['measurements'][meas]
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meas_type = 'time' if meas_r['type'] == 'sysres' else 'size'
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new_meas = {'name': meas_r['name'],
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'legend': meas_r['legend'],
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'description': meas_r['name'] + ' ' + meas_type,
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}
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samples = []
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# Run through all revisions in our data
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for meta, test_data in data:
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if (not test in test_data['tests'] or
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not meas in test_data['tests'][test]['measurements']):
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samples.append(measurement_stats(None))
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continue
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test_i = test_data['tests'][test]
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meas_i = test_i['measurements'][meas]
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commit_num = get_data_item(meta, 'layers.meta.commit_count')
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samples.append(measurement_stats(meas_i))
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samples[-1]['commit_num'] = commit_num
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absdiff = samples[-1]['val_cls'](samples[-1]['mean'] - samples[id_comp]['mean'])
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new_meas['absdiff'] = absdiff
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new_meas['absdiff_str'] = str(absdiff) if absdiff < 0 else '+' + str(absdiff)
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new_meas['reldiff'] = "{:+.1f} %".format(absdiff * 100 / samples[id_comp]['mean'])
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new_meas['samples'] = samples
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new_meas['value'] = samples[-1]
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new_meas['value_type'] = samples[-1]['val_cls']
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# Compare buildstats
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bs_key = test + '.' + meas
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rev = metadata['commit_num']['value']
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comp_rev = metadata['commit_num']['value_old']
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if (rev in buildstats and bs_key in buildstats[rev] and
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comp_rev in buildstats and bs_key in buildstats[comp_rev]):
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new_meas['buildstats'] = BSSummary(buildstats[comp_rev][bs_key],
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buildstats[rev][bs_key])
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new_test['measurements'].append(new_meas)
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tests.append(new_test)
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# Chart options
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chart_opts = {'haxis': {'min': get_data_item(data[0][0], 'layers.meta.commit_count'),
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'max': get_data_item(data[-1][0], 'layers.meta.commit_count')}
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}
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print(html.template.render(title="Build Perf Test Report",
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metadata=metadata, test_data=tests,
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chart_opts=chart_opts))
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def get_buildstats(repo, notes_ref, revs, outdir=None):
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"""Get the buildstats from git notes"""
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full_ref = 'refs/notes/' + notes_ref
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if not repo.rev_parse(full_ref):
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log.error("No buildstats found, please try running "
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"'git fetch origin %s:%s' to fetch them from the remote",
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full_ref, full_ref)
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return
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missing = False
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buildstats = {}
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log.info("Parsing buildstats from 'refs/notes/%s'", notes_ref)
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for rev in revs:
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buildstats[rev.commit_number] = {}
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log.debug('Dumping buildstats for %s (%s)', rev.commit_number,
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rev.commit)
|
|
for tag in rev.tags:
|
|
log.debug(' %s', tag)
|
|
try:
|
|
bs_all = json.loads(repo.run_cmd(['notes', '--ref', notes_ref,
|
|
'show', tag + '^0']))
|
|
except GitError:
|
|
log.warning("Buildstats not found for %s", tag)
|
|
bs_all = {}
|
|
missing = True
|
|
|
|
for measurement, bs in bs_all.items():
|
|
# Write out onto disk
|
|
if outdir:
|
|
tag_base, run_id = tag.rsplit('/', 1)
|
|
tag_base = tag_base.replace('/', '_')
|
|
bs_dir = os.path.join(outdir, measurement, tag_base)
|
|
if not os.path.exists(bs_dir):
|
|
os.makedirs(bs_dir)
|
|
with open(os.path.join(bs_dir, run_id + '.json'), 'w') as f:
|
|
json.dump(bs, f, indent=2)
|
|
|
|
# Read buildstats into a dict
|
|
_bs = BuildStats.from_json(bs)
|
|
if measurement not in buildstats[rev.commit_number]:
|
|
buildstats[rev.commit_number][measurement] = _bs
|
|
else:
|
|
buildstats[rev.commit_number][measurement].aggregate(_bs)
|
|
|
|
if missing:
|
|
log.info("Buildstats were missing for some test runs, please "
|
|
"run 'git fetch origin %s:%s' and try again",
|
|
full_ref, full_ref)
|
|
|
|
return buildstats
|
|
|
|
|
|
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='count',
|
|
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")
|
|
parser.add_argument('--dump-buildstats', nargs='?', const='.',
|
|
help="Dump buildstats of the tests")
|
|
|
|
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, args.list, hostname=args.hostname)
|
|
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, min(index_l, 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(AggregateTestData(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
|
|
|
|
# Read buildstats only when needed
|
|
buildstats = None
|
|
if args.dump_buildstats or args.html:
|
|
outdir = 'oe-build-perf-buildstats' if args.dump_buildstats else None
|
|
notes_ref = 'buildstats/{}/{}/{}'.format(args.hostname, args.branch,
|
|
args.machine)
|
|
buildstats = get_buildstats(repo, notes_ref, [rev_l, rev_r], outdir)
|
|
|
|
# Print report
|
|
if not args.html:
|
|
print_diff_report(data[index_l].metadata, data[index_l].results,
|
|
data[index_r].metadata, data[index_r].results)
|
|
else:
|
|
print_html_report(data, index_l, buildstats)
|
|
|
|
return 0
|
|
|
|
if __name__ == "__main__":
|
|
sys.exit(main())
|