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Side by Side Diff: appengine/findit/crash/findit_for_crash.py

Issue 1861373003: [Findit] Initial code of findit for crash. Add scorers to apply heuristic rules. (Closed) Base URL: https://chromium.googlesource.com/infra/infra.git@master
Patch Set: Fix nits. Created 4 years, 8 months ago
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1 # Copyright 2016 The Chromium Authors. All rights reserved.
2 # Use of this source code is governed by a BSD-style license that can be
3 # found in the LICENSE file.
4
5 from collections import defaultdict
6
7 from common.git_repository import GitRepository
8 from common.http_client_appengine import HttpClientAppengine
9 from crash import crash_util
10 from crash.results import MatchResults
11 from crash.scorers.aggregator import Aggregator
12 from crash.scorers.min_distance import MinDistance
13 from crash.scorers.top_frame_index import TopFrameIndex
14
15
16 def GetDepsInCrashStack(crash_stack, crash_deps):
17 """Gets Dependencies in crash stack."""
18 if not crash_stack:
19 return {}
20
21 stack_deps = {}
22 for frame in crash_stack:
23 stack_deps[frame.dep_path] = crash_deps[frame.dep_path]
24
25 return stack_deps
26
27
28 def GetFileToChangeLogsForDeps(regression_deps_rolls, stack_deps):
29 """Gets a dict containing files touched by changelogs for deps in stack_deps.
30
31 Regression ranges for each dep is determined by regression_deps_rolls.
32 Those changelogs got reverted should be ignored.
33
34 Args:
35 regression_deps_rolls (dict): Maps dep_path to DependencyRoll in
36 regression range.
37 stack_deps (dict): Represents all the dependencies shown in
38 the crash stack.
39
40 Returns:
41 A tuple (dep_to_file_to_changelogs, ignore_cls).
42
43 dep_to_file_to_changelogs (dict): Maps dep_path to a dict mapping file path
44 to ChangeLogs that touched this file.
45
46 For example:
47 {
48 'src/': {
49 'a.cc': [
50 ChangeLog.FromDict({
51 'author_name': 'test@chromium.org',
52 'message': 'dummy',
53 'committer_email': 'example@chromium.org',
54 'commit_position': 175976,
55 'author_email': 'example@chromium.org',
56 'touched_files': [
57 {
58 'change_type': 'add',
59 'new_path': 'a.cc',
60 'old_path': 'b/a.cc'
61 },
62 ...
63 ],
64 'author_time': 'Thu Mar 31 21:24:43 2016',
65 'committer_time': 'Thu Mar 31 21:28:39 2016',
66 'commit_url':
67 'https://repo.test/+/bcfd',
68 'code_review_url': 'https://codereview.chromium.org/3281',
69 'committer_name': 'example@chromium.org',
70 'revision': 'bcfd',
71 'reverted_revision': None
72 }),
73 ]
74 }
75 }
76
77 ignore_cls (set): A set of reverted revisions.
78 """
79 dep_to_file_to_changelogs = defaultdict(lambda: defaultdict(list))
80 ignore_cls = set()
81
82 for dep in stack_deps:
83 dep_roll = regression_deps_rolls[dep]
84
85 git_repository = GitRepository(dep_roll['repo_url'], HttpClientAppengine())
86 changelogs = git_repository.GetChangeLogs(dep_roll['old_revision'],
87 dep_roll['new_revision'])
88
89 for changelog in changelogs:
90 if changelog.reverted_revision:
91 # Add reverted revisions to ignore_cls to filter those reverted
92 # revisions later while matching cls.
93 ignore_cls.add(changelog.reverted_revision)
94 continue
95
96 for touched_file in changelog.touched_files:
97 if (touched_file.change_type == 'delete' or
stgao 2016/04/20 17:41:26 Can we not hard-code it? https://chromium.googleso
Sharu Jiang 2016/04/20 18:54:24 Done.
98 touched_file.new_path.endswith('.h')):
99 continue
100
101 dep_to_file_to_changelogs[dep][touched_file.new_path].append(changelog)
102
103 return dep_to_file_to_changelogs, ignore_cls
104
105
106 def GetFileToStackInfosForDeps(stacktrace, stack_deps):
107 """Gets a dict containing all the stack information of files in stacktrace.
108
109 Args:
110 stacktrace (Stacktrace): Parsed stacktrace object.
111 stack_deps (dict): Represents all the dependencies show in
112 the crash stack.
113
114 Returns:
115 A dict, maps dep path to a dict mapping file path to a list of stack
116 inforamtion of this file. A file may occur in several frames, one stack info
117 consist of a StackFrame and the callstack priority of it.
118
119 For example:
120 {
121 'src/': {
122 'a.cc': [
123 (StackFrame(0, 'src/', '', 'func', 'a.cc', [1]), 0),
124 (StackFrame(2, 'src/', '', 'func', 'a.cc', [33]), 0),
125 ]
126 }
127 }
128 """
129 dep_to_file_to_stack_infos = defaultdict(lambda: defaultdict(list))
130
131 for callstack in stacktrace:
132 for frame in callstack:
133 if frame.dep_path not in stack_deps or frame.file_path.endswith('.h'):
stgao 2016/04/20 17:41:26 Add the reason why we ignore ".h" header file?
Sharu Jiang 2016/04/20 18:54:24 This is logic in findit for clusterfuzz, I just us
134 continue
135
136 dep_to_file_to_stack_infos[frame.dep_path][frame.file_path].append((
137 frame, callstack.priority))
138
139 return dep_to_file_to_stack_infos
140
141
142 def GetFileToBlameForDeps(stacktrace, stack_deps):
stgao 2016/04/20 17:41:26 GetBlameForFilesGroupedByDeps?
Sharu Jiang 2016/04/20 18:54:24 Done.
143 """Gets Blames for files in stacktrace.
144
145 Args:
146 stacktrace (Stacktrace): Parsed stacktrace object.
147 stack_deps (dict of Dependencys): Represents all the dependencies shown in
148 the crash stack.
149
150 Returns:
151 A dict, maps dep_path to a dict mapping file path to its Blame.
152
153 For example:
154 {
155 'src/': {
156 'a.cc': Blame(revision, 'a.cc')
157 'b.cc': Blame(revision, 'b.cc')
158 }
159 }
160 """
161 dep_to_file_to_blame = defaultdict(dict)
162 for callstack in stacktrace:
163 for frame in callstack:
164 # We only care about those dependencies in crash stack.
165 if frame.dep_path not in stack_deps:
166 continue
167
168 git_repository = GitRepository(stack_deps[frame.dep_path].repo_url,
169 HttpClientAppengine())
170 dep_to_file_to_blame[frame.dep_path][frame.file_path] = (
171 git_repository.GetBlame(
172 frame.file_path, stack_deps[frame.dep_path].revision))
173
174 return dep_to_file_to_blame
175
176
177 def FindMatchResults(dep_to_file_to_changelogs,
178 dep_to_file_to_stack_infos,
179 dep_to_file_to_blame,
180 ignore_cls=None):
181 """Finds results by matching stacktrace and changelogs in regression range.
182
183 This method only applies to those crashes with regression range.
184
185 Args:
186 dep_to_file_to_changelogs (dict): Maps dep_path to a dict mapping file path
187 to ChangeLogs that touched this file.
188
189 dep_to_file_to_stack_infos (dict): Maps dep path to a dict mapping file path
190 to a list of stack inforamtion of this file. A file may occur in several
191 frames, one stack info consist of a StackFrame and the callstack priority
192 of it.
193
194 dep_to_file_to_blame (dict): Maps dep_path to a dict mapping file path to
195 its Blame.
196
197 ignore_cls (set): Set of reverted revisions.
198
199 Returns:
200 A list of MatchResult instances with confidence and reason unset.
201 """
202 match_results = MatchResults(ignore_cls)
203
204 for dep, file_to_stack_infos in dep_to_file_to_stack_infos.iteritems():
205
206 for crashed_file_path, stack_infos in file_to_stack_infos.iteritems():
207 file_to_changelogs = dep_to_file_to_changelogs[dep]
208
209 for touched_file_path, changelogs in file_to_changelogs.iteritems():
210 if not crash_util.IsSameFilePath(crashed_file_path, touched_file_path):
211 continue
212
213 match_results.GenerateMatchResults(
214 crashed_file_path, dep, stack_infos, changelogs,
215 dep_to_file_to_blame[dep][crashed_file_path])
216
217 return match_results.values()
218
219
220 def FindItForCrash(stacktrace, regression_deps_rolls, crashed_deps):
221 """Finds culprit results for crash.
222
223 Args:
224 stacktrace (Stactrace): Parsed Stactrace object.
225 regression_deps_rolls (dict): Maps dep_path to DependencyRoll in
226 regression range.
227 crashed_deps (dict of Dependencys): Represents all the dependencies of
228 crashed revision.
229
230 Returns:
231 List of dicts of culprit results, sorted by confidence from highest to
232 lowest.
233 """
234 if not regression_deps_rolls:
235 return []
236
237 # We are only interested in the deps in crash stack (the callstack that
238 # caused the crash).
239 stack_deps = GetDepsInCrashStack(stacktrace.GetCrashStack(), crashed_deps)
240
241 # Get dep and file to changelogs, stack_info and blame dicts.
242 dep_to_file_to_changelogs, ignore_cls = GetFileToChangeLogsForDeps(
243 regression_deps_rolls, stack_deps)
244 dep_to_file_to_stack_infos = GetFileToStackInfosForDeps(
245 stacktrace, stack_deps)
246 dep_to_file_to_blame = GetFileToBlameForDeps(stacktrace, stack_deps)
247
248 results = FindMatchResults(dep_to_file_to_changelogs,
249 dep_to_file_to_stack_infos,
250 dep_to_file_to_blame,
251 ignore_cls)
252
253 if not results:
254 return []
255
256 aggregator = Aggregator([TopFrameIndex(), MinDistance()])
257
258 map(aggregator.ScoreAndReason, results)
259
260 return sorted([result.ToDict() for result in results],
261 key=lambda r: -r['confidence'])
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