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Side by Side Diff: appengine/findit/crash/scorers/scorer.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: Address comments 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 """Interface of scorers to score and reason Result. A Scorer represents a
6 heuristic rule to score a culprit cl result."""
7
8 import logging
9
10
11 class Scorer(object): # pragma: no cover.
12
13 def GetMetric(self, result):
14 raise NotImplementedError()
15
16 def Score(self, metric):
17 """Score the result based on extracted metric."""
18 raise NotImplementedError()
19
20 def Reason(self, metric, score):
21 """Given the reason of this score."""
22 raise NotImplementedError()
23
24 def __call__(self, result):
25 """Returns score and reason of this result."""
26 metric = self.GetMetric(result)
27 if metric is None:
28 logging.warning('Cannot get needed metric of result %s for scorer %s' % (
29 repr(result.ToDict()), self.name))
30 return 0, ''
31
32 score = self.Score(metric)
33 reason = self.Reason(metric, score)
34 return score, reason
35
36 @property
37 def name(self):
38 return self.__class__.__name__
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