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| 1 # Copyright 2016 The Chromium Authors. All rights reserved. | 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 | 2 # Use of this source code is governed by a BSD-style license that can be |
| 3 # found in the LICENSE file. | 3 # found in the LICENSE file. |
| 4 | 4 |
| 5 import logging |
| 5 from collections import defaultdict | 6 from collections import defaultdict |
| 6 | 7 |
| 8 from common import chromium_deps |
| 7 from common.diff import ChangeType | 9 from common.diff import ChangeType |
| 8 from common.git_repository import GitRepository | 10 from common.git_repository import GitRepository |
| 9 from common.http_client_appengine import HttpClientAppengine | 11 from common.http_client_appengine import HttpClientAppengine |
| 10 from crash import crash_util | 12 from crash import crash_util |
| 11 from crash.stacktrace import CallStack | |
| 12 from crash.stacktrace import Stacktrace | |
| 13 from crash.results import MatchResults | 13 from crash.results import MatchResults |
| 14 from crash.scorers.aggregated_scorer import AggregatedScorer | 14 from crash.scorers.aggregated_scorer import AggregatedScorer |
| 15 from crash.scorers.min_distance import MinDistance | 15 from crash.scorers.min_distance import MinDistance |
| 16 from crash.scorers.top_frame_index import TopFrameIndex | 16 from crash.scorers.top_frame_index import TopFrameIndex |
| 17 from crash.stacktrace import CallStack |
| 18 from crash.stacktrace import Stacktrace |
| 19 |
| 20 class ChangelistClassifier(object): |
| 21 def __init__(self, top_n_frames, top_n_results=3, confidence_threshold=0.999): |
| 22 """Args: |
| 23 top_n_frames (int): how many frames of each callstack to look at. |
| 24 top_n_results (int): maximum number of results to return. |
| 25 confidence_threshold (float): In [0,1], above which we only return |
| 26 the first result. |
| 27 """ |
| 28 self.top_n_frames = top_n_frames |
| 29 self.top_n_results = top_n_results |
| 30 self.confidence_threshold = confidence_threshold |
| 31 |
| 32 def __call__(self, report): |
| 33 """Finds changelists suspected of being responsible for the crash report. |
| 34 |
| 35 Args: |
| 36 report (CrashReport): the report to be analyzed. |
| 37 |
| 38 Returns: |
| 39 List of Results, sorted by confidence from highest to lowest. |
| 40 """ |
| 41 if not report.regression_range: |
| 42 return [] |
| 43 last_good_version, first_bad_version = report.regression_range |
| 44 logging.info('Regression range %s:%s', last_good_version, first_bad_version) |
| 45 |
| 46 # Restrict analysis to just the top n frames in each callstack. |
| 47 # TODO(wrengr): move this to be a Stacktrace method? |
| 48 stacktrace = Stacktrace([ |
| 49 CallStack(stack.priority, |
| 50 format_type=stack.format_type, |
| 51 language_type=stack.language_type, |
| 52 frame_list=stack[:self.top_n_frames]) |
| 53 for stack in report.stacktrace]) |
| 54 |
| 55 # We are only interested in the deps in crash stack (the callstack that |
| 56 # caused the crash). |
| 57 # TODO(wrengr): we may want to receive the crash deps as an argument, |
| 58 # so that when this method is called via Findit.FindCulprit, we avoid |
| 59 # doing redundant work creating it. |
| 60 stack_deps = GetDepsInCrashStack(report.stacktrace.crash_stack, |
| 61 chromium_deps.GetChromeDependency( |
| 62 report.crashed_version, report.platform)) |
| 63 |
| 64 # Get dep and file to changelogs, stack_info and blame dicts. |
| 65 regression_deps_rolls = chromium_deps.GetDEPSRollsDict( |
| 66 last_good_version, first_bad_version, report.platform) |
| 67 dep_to_file_to_changelogs, ignore_cls = GetChangeLogsForFilesGroupedByDeps( |
| 68 regression_deps_rolls, stack_deps) |
| 69 dep_to_file_to_stack_infos = GetStackInfosForFilesGroupedByDeps( |
| 70 stacktrace, stack_deps) |
| 71 |
| 72 results = FindMatchResults(dep_to_file_to_changelogs, |
| 73 dep_to_file_to_stack_infos, |
| 74 stack_deps, ignore_cls) |
| 75 if not results: |
| 76 return [] |
| 77 |
| 78 # TODO(wrengr): we should be able to do this map/filter/sort in one pass. |
| 79 # Set result.confidence, result.reasons and result.changed_files. |
| 80 aggregated_scorer = AggregatedScorer([TopFrameIndex(), MinDistance()]) |
| 81 map(aggregated_scorer.Score, results) |
| 82 |
| 83 # Filter all the 0 confidence results. |
| 84 results = filter(lambda r: r.confidence != 0, results) |
| 85 if not results: |
| 86 return [] |
| 87 |
| 88 sorted_results = sorted(results, key=lambda r: -r.confidence) |
| 89 |
| 90 max_results = (1 if sorted_results[0].confidence > self.confidence_threshold |
| 91 else self.top_n_results) |
| 92 |
| 93 return sorted_results[:max_results] |
| 17 | 94 |
| 18 | 95 |
| 19 def GetDepsInCrashStack(crash_stack, crash_deps): | 96 def GetDepsInCrashStack(crash_stack, crash_deps): |
| 20 """Gets Dependencies in crash stack.""" | 97 """Gets Dependencies in crash stack.""" |
| 21 if not crash_stack: | 98 if not crash_stack: |
| 22 return {} | 99 return {} |
| 23 | 100 |
| 24 stack_deps = {} | 101 stack_deps = {} |
| 25 for frame in crash_stack: | 102 for frame in crash_stack: |
| 26 if frame.dep_path: | 103 if frame.dep_path: |
| 27 stack_deps[frame.dep_path] = crash_deps[frame.dep_path] | 104 stack_deps[frame.dep_path] = crash_deps[frame.dep_path] |
| 28 | 105 |
| 29 return stack_deps | 106 return stack_deps |
| 30 | 107 |
| 31 | 108 # TODO(wrengr): come up with a design to clean up these |
| 109 # FooForFilesGroupedByDeps functions. |
| 32 def GetChangeLogsForFilesGroupedByDeps(regression_deps_rolls, stack_deps): | 110 def GetChangeLogsForFilesGroupedByDeps(regression_deps_rolls, stack_deps): |
| 33 """Gets a dict containing files touched by changelogs for deps in stack_deps. | 111 """Gets a dict containing files touched by changelogs for deps in stack_deps. |
| 34 | 112 |
| 35 Regression ranges for each dep is determined by regression_deps_rolls. | 113 Regression ranges for each dep is determined by regression_deps_rolls. |
| 36 Those changelogs got reverted should be returned in a ignore_cls set. | 114 Changelogs which were reverted are returned in a reverted_cls set. |
| 37 | 115 |
| 38 Args: | 116 Args: |
| 39 regression_deps_rolls (dict): Maps dep_path to DependencyRoll in | 117 regression_deps_rolls (dict): Maps dep_path to DependencyRoll in |
| 40 regression range. | 118 regression range. |
| 41 stack_deps (dict): Represents all the dependencies shown in | 119 stack_deps (dict): Represents all the dependencies shown in |
| 42 the crash stack. | 120 the crash stack. |
| 43 | 121 |
| 44 Returns: | 122 Returns: |
| 45 A tuple (dep_to_file_to_changelogs, ignore_cls). | 123 A tuple (dep_to_file_to_changelogs, reverted_cls). |
| 46 | 124 |
| 47 dep_to_file_to_changelogs (dict): Maps dep_path to a dict mapping file path | 125 dep_to_file_to_changelogs (dict): Maps dep_path to a dict mapping file path |
| 48 to ChangeLogs that touched this file. | 126 to ChangeLogs that touched this file. |
| 49 For example: | 127 For example: |
| 50 { | 128 { |
| 51 'src/': { | 129 'src/': { |
| 52 'a.cc': [ | 130 'a.cc': [ |
| 53 ChangeLog.FromDict({ | 131 ChangeLog.FromDict({ |
| 54 'author_name': 'test@chromium.org', | 132 'author_name': 'test@chromium.org', |
| 55 'message': 'dummy', | 133 'message': 'dummy', |
| (...skipping 14 matching lines...) Expand all Loading... |
| 70 'https://repo.test/+/bcfd', | 148 'https://repo.test/+/bcfd', |
| 71 'code_review_url': 'https://codereview.chromium.org/3281', | 149 'code_review_url': 'https://codereview.chromium.org/3281', |
| 72 'committer_name': 'example@chromium.org', | 150 'committer_name': 'example@chromium.org', |
| 73 'revision': 'bcfd', | 151 'revision': 'bcfd', |
| 74 'reverted_revision': None | 152 'reverted_revision': None |
| 75 }), | 153 }), |
| 76 ] | 154 ] |
| 77 } | 155 } |
| 78 } | 156 } |
| 79 | 157 |
| 80 ignore_cls (set): A set of reverted revisions. | 158 reverted_cls (set): A set of reverted revisions. |
| 81 """ | 159 """ |
| 82 dep_to_file_to_changelogs = defaultdict(lambda: defaultdict(list)) | 160 dep_to_file_to_changelogs = defaultdict(lambda: defaultdict(list)) |
| 83 ignore_cls = set() | 161 reverted_cls = set() |
| 84 | 162 |
| 85 for dep in stack_deps: | 163 for dep in stack_deps: |
| 86 # If a dep is not in regression range, than it cannot be the dep of | 164 # If a dep is not in regression range, than it cannot be the dep of |
| 87 # culprits. | 165 # culprits. |
| 88 if dep not in regression_deps_rolls: | 166 dep_roll = regression_deps_rolls.get(dep) |
| 167 if not dep_roll: |
| 89 continue | 168 continue |
| 90 | 169 |
| 91 dep_roll = regression_deps_rolls[dep] | |
| 92 | |
| 93 git_repository = GitRepository(dep_roll.repo_url, HttpClientAppengine()) | 170 git_repository = GitRepository(dep_roll.repo_url, HttpClientAppengine()) |
| 94 changelogs = git_repository.GetChangeLogs(dep_roll.old_revision, | 171 changelogs = git_repository.GetChangeLogs(dep_roll.old_revision, |
| 95 dep_roll.new_revision) | 172 dep_roll.new_revision) |
| 96 | 173 |
| 97 for changelog in changelogs: | 174 for changelog in changelogs: |
| 175 # When someone reverts, we need to skip both the CL doing |
| 176 # the reverting as well as the CL that got reverted. If |
| 177 # |reverted_revision| is true, then this CL reverts another one, |
| 178 # so we skip it and save the CL it reverts in |reverted_cls| to |
| 179 # be filtered out later. |
| 98 if changelog.reverted_revision: | 180 if changelog.reverted_revision: |
| 99 # Skip reverting cls and add reverted revisions to ignore_cls to later | 181 reverted_cls.add(changelog.reverted_revision) |
| 100 # filter those reverted revisions. | |
| 101 ignore_cls.add(changelog.reverted_revision) | |
| 102 continue | 182 continue |
| 103 | 183 |
| 104 for touched_file in changelog.touched_files: | 184 for touched_file in changelog.touched_files: |
| 105 if touched_file.change_type == ChangeType.DELETE: | 185 if touched_file.change_type == ChangeType.DELETE: |
| 106 continue | 186 continue |
| 107 | 187 |
| 108 dep_to_file_to_changelogs[dep][touched_file.new_path].append(changelog) | 188 dep_to_file_to_changelogs[dep][touched_file.new_path].append(changelog) |
| 109 | 189 |
| 110 return dep_to_file_to_changelogs, ignore_cls | 190 return dep_to_file_to_changelogs, reverted_cls |
| 111 | 191 |
| 112 | 192 |
| 113 def GetStackInfosForFilesGroupedByDeps(stacktrace, stack_deps): | 193 def GetStackInfosForFilesGroupedByDeps(stacktrace, stack_deps): |
| 114 """Gets a dict containing all the stack information of files in stacktrace. | 194 """Gets a dict containing all the stack information of files in stacktrace. |
| 115 | 195 |
| 116 Only gets stack informations for files grouped by deps in stack_deps. | 196 Only gets stack informations for files grouped by deps in stack_deps. |
| 117 | 197 |
| 118 Args: | 198 Args: |
| 119 stacktrace (Stacktrace): Parsed stacktrace object. | 199 stacktrace (Stacktrace): Parsed stacktrace object. |
| 120 stack_deps (dict): Represents all the dependencies show in | 200 stack_deps (dict): Represents all the dependencies show in |
| 121 the crash stack. | 201 the crash stack. |
| 122 | 202 |
| 123 Returns: | 203 Returns: |
| 124 A dict, maps dep path to a dict mapping file path to a list of stack | 204 A dict, maps dep path to a dict mapping file path to a list of stack |
| 125 inforamtion of this file. A file may occur in several frames, one stack info | 205 information of this file. A file may occur in several frames, one |
| 126 consist of a StackFrame and the callstack priority of it. | 206 stack info consist of a StackFrame and the callstack priority of it. |
| 127 | 207 |
| 128 For example: | 208 For example: |
| 129 { | 209 { |
| 130 'src/': { | 210 'src/': { |
| 131 'a.cc': [ | 211 'a.cc': [ |
| 132 (StackFrame(0, 'src/', '', 'func', 'a.cc', [1]), 0), | 212 (StackFrame(0, 'src/', '', 'func', 'a.cc', [1]), 0), |
| 133 (StackFrame(2, 'src/', '', 'func', 'a.cc', [33]), 0), | 213 (StackFrame(2, 'src/', '', 'func', 'a.cc', [33]), 0), |
| 134 ] | 214 ] |
| 135 } | 215 } |
| 136 } | 216 } |
| (...skipping 17 matching lines...) Expand all Loading... |
| 154 stack_deps, | 234 stack_deps, |
| 155 ignore_cls=None): | 235 ignore_cls=None): |
| 156 """Finds results by matching stacktrace and changelogs in regression range. | 236 """Finds results by matching stacktrace and changelogs in regression range. |
| 157 | 237 |
| 158 This method only applies to those crashes with regression range. | 238 This method only applies to those crashes with regression range. |
| 159 | 239 |
| 160 Args: | 240 Args: |
| 161 dep_to_file_to_changelogs (dict): Maps dep_path to a dict mapping file path | 241 dep_to_file_to_changelogs (dict): Maps dep_path to a dict mapping file path |
| 162 to ChangeLogs that touched this file. | 242 to ChangeLogs that touched this file. |
| 163 dep_to_file_to_stack_infos (dict): Maps dep path to a dict mapping file path | 243 dep_to_file_to_stack_infos (dict): Maps dep path to a dict mapping file path |
| 164 to a list of stack inforamtion of this file. A file may occur in several | 244 to a list of stack information of this file. A file may occur in several |
| 165 frames, one stack info consist of a StackFrame and the callstack priority | 245 frames, one stack info consist of a StackFrame and the callstack priority |
| 166 of it. | 246 of it. |
| 167 stack_deps (dict): Represents all the dependencies shown in the crash stack. | 247 stack_deps (dict): Represents all the dependencies shown in the crash stack. |
| 168 ignore_cls (set): Set of reverted revisions. | 248 ignore_cls (set): Set of reverted revisions. |
| 169 | 249 |
| 170 Returns: | 250 Returns: |
| 171 A list of MatchResult instances with confidence and reason unset. | 251 A list of MatchResult instances with confidence and reason unset. |
| 172 """ | 252 """ |
| 173 match_results = MatchResults(ignore_cls) | 253 match_results = MatchResults(ignore_cls) |
| 174 | 254 |
| 175 for dep, file_to_stack_infos in dep_to_file_to_stack_infos.iteritems(): | 255 for dep, file_to_stack_infos in dep_to_file_to_stack_infos.iteritems(): |
| 176 file_to_changelogs = dep_to_file_to_changelogs[dep] | 256 file_to_changelogs = dep_to_file_to_changelogs[dep] |
| 177 git_repository = GitRepository(stack_deps[dep].repo_url, | 257 git_repository = GitRepository(stack_deps[dep].repo_url, |
| 178 HttpClientAppengine()) | 258 HttpClientAppengine()) |
| 179 | 259 |
| 180 for crashed_file_path, stack_infos in file_to_stack_infos.iteritems(): | 260 for crashed_file_path, stack_infos in file_to_stack_infos.iteritems(): |
| 181 for touched_file_path, changelogs in file_to_changelogs.iteritems(): | 261 for touched_file_path, changelogs in file_to_changelogs.iteritems(): |
| 182 if not crash_util.IsSameFilePath(crashed_file_path, touched_file_path): | 262 if not crash_util.IsSameFilePath(crashed_file_path, touched_file_path): |
| 183 continue | 263 continue |
| 184 | 264 |
| 185 blame = git_repository.GetBlame(crashed_file_path, | 265 blame = git_repository.GetBlame(crashed_file_path, |
| 186 stack_deps[dep].revision) | 266 stack_deps[dep].revision) |
| 187 | 267 |
| 188 # Generate/update each result(changelog) in changelogs, blame is used | 268 # Generate/update each result(changelog) in changelogs, blame is used |
| 189 # to calculate distance between touched lines and crashed lines in file. | 269 # to calculate distance between touched lines and crashed lines in file. |
| 190 match_results.GenerateMatchResults( | 270 match_results.GenerateMatchResults( |
| 191 crashed_file_path, dep, stack_infos, changelogs, blame) | 271 crashed_file_path, dep, stack_infos, changelogs, blame) |
| 192 | 272 |
| 193 return match_results.values() | 273 return match_results.values() |
| 194 | |
| 195 | |
| 196 def FindItForCrash(stacktrace, regression_deps_rolls, crashed_deps, top_n): | |
| 197 """Finds culprit results for crash. | |
| 198 | |
| 199 Args: | |
| 200 stacktrace (Stactrace): Parsed Stactrace object. | |
| 201 regression_deps_rolls (dict): Maps dep_path to DependencyRoll in | |
| 202 regression range. | |
| 203 crashed_deps (dict of Dependencys): Represents all the dependencies of | |
| 204 crashed revision. | |
| 205 top_n (int): Top n frames of each stack to be analyzed. | |
| 206 | |
| 207 Returns: | |
| 208 List of Results, sorted by confidence from highest to lowest. | |
| 209 """ | |
| 210 if not regression_deps_rolls: | |
| 211 return [] | |
| 212 | |
| 213 # Findit will only analyze the top n frames in each callstacks. | |
| 214 stack_trace = Stacktrace([ | |
| 215 CallStack(stack.priority, | |
| 216 format_type=stack.format_type, | |
| 217 language_type=stack.language_type, | |
| 218 frame_list=stack[:top_n]) | |
| 219 for stack in stacktrace]) | |
| 220 | |
| 221 # We are only interested in the deps in crash stack (the callstack that | |
| 222 # caused the crash). | |
| 223 stack_deps = GetDepsInCrashStack(stack_trace.crash_stack, crashed_deps) | |
| 224 | |
| 225 # Get dep and file to changelogs, stack_info and blame dicts. | |
| 226 dep_to_file_to_changelogs, ignore_cls = GetChangeLogsForFilesGroupedByDeps( | |
| 227 regression_deps_rolls, stack_deps) | |
| 228 dep_to_file_to_stack_infos = GetStackInfosForFilesGroupedByDeps( | |
| 229 stack_trace, stack_deps) | |
| 230 | |
| 231 results = FindMatchResults(dep_to_file_to_changelogs, | |
| 232 dep_to_file_to_stack_infos, | |
| 233 stack_deps, ignore_cls) | |
| 234 | |
| 235 if not results: | |
| 236 return [] | |
| 237 | |
| 238 aggregated_scorer = AggregatedScorer([TopFrameIndex(), MinDistance()]) | |
| 239 | |
| 240 # Set result.confidence, result.reasons and result.changed_files. | |
| 241 map(aggregated_scorer.Score, results) | |
| 242 | |
| 243 # Filter all the 0 confidence results. | |
| 244 results = filter(lambda r: r.confidence != 0, results) | |
| 245 if not results: | |
| 246 return [] | |
| 247 | |
| 248 sorted_results = sorted(results, key=lambda r: -r.confidence) | |
| 249 | |
| 250 if sorted_results[0].confidence > 0.999: | |
| 251 return sorted_results[:1] | |
| 252 | |
| 253 return sorted_results[:3] | |
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