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Side by Side Diff: appengine/findit/crash/scorers/aggregated_scorer.py

Issue 2157433002: [Findit] Pass changed files info to Fracas, 2 face design. (Closed) Base URL: https://chromium.googlesource.com/infra/infra.git@master
Patch Set: Created 4 years, 5 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 """Uses aggregators to aggregator results from different scorers."""
6
7 from crash.scorer import aggregators
8
9
10 class AggregatedScorer(object):
11
12 def __init__(self, scorers,
13 score_aggregator=aggregators.Multiplier(),
14 reasons_aggregator=aggregators.IdentityAggregator(),
stgao 2016/07/15 23:25:28 Can we move this default value to function ``Score
Sharu Jiang 2016/07/18 00:31:58 Done.
15 changed_files_aggregator=aggregators.ChangedFilesAggregator()):
16 self.scorers = scorers
17 self.score_aggregator = score_aggregator
18 self.reasons_aggregator = reasons_aggregator
19 self.changed_files_aggregator = changed_files_aggregator
20
21 def Score(self, result,
22 score_aggregator=None,
23 reasons_aggregator=None,
24 changed_files_aggregator=None):
25 """Aggregates score, reasons and changed_files from all the scorers.
26
27 Note: This method sets confidence, reasons and changed_files of results.
28 """
29 if score_aggregator is None:
30 score_aggregator = self.score_aggregator
31
32 if reasons_aggregator is None:
33 reasons_aggregator = self.reasons_aggregator
34
35 if changed_files_aggregator is None:
36 changed_files_aggregator = self.changed_files_aggregator
37
38 # Transforms array of [(score1, reason1, changed_files1), (score2, reason2,
39 # changed_files2)] to [(score1, score2), (reason1, reason2),
40 # (changed_files1, changed_files2)] for aggregators to aggregate.
41 scores, reasons, changed_files = zip(*[
42 scorer(result) for scorer in self.scorers])
43
44 # Only keep the first 2 digits after decimal point.
45 result.confidence = score_aggregator(list(scores))
46 result.reasons = reasons_aggregator(list(reasons))
47 result.changed_files = changed_files_aggregator(list(changed_files))
48
49 return result.confidence, result.reasons, result.changed_files
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