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Unified Diff: appengine/findit/crash/scorers/aggregator.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 and rebase Created 4 years, 8 months ago
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Index: appengine/findit/crash/scorers/aggregator.py
diff --git a/appengine/findit/crash/scorers/aggregator.py b/appengine/findit/crash/scorers/aggregator.py
new file mode 100644
index 0000000000000000000000000000000000000000..e76b4fd0648678e5d6b2eb4a2b616f5848ac2326
--- /dev/null
+++ b/appengine/findit/crash/scorers/aggregator.py
@@ -0,0 +1,31 @@
+# Copyright 2016 The Chromium Authors. All rights reserved.
+# Use of this source code is governed by a BSD-style license that can be
+# found in the LICENSE file.
+
+"""Aggregator aggregates all the scorers passed in.
+
+Multiplies scores together and combines reasons and summaries the result.
+"""
+
+
+class Aggregator(object):
+
+ def __init__(self, scorers):
+ self.scorers = scorers
+
+ def ScoreAndReason(self, result):
+ """Sets result.confidence and result.reason."""
+
+ score = 1.0
+ reason = ''
+ for i, scorer in enumerate(self.scorers):
+ current_score, current_reason = scorer(result)
+ # TODO(katesonia): Compare this mutiply aggregator with a vector of scores
+ # aggregator later.
+ score *= current_score
+ reason += '%d. %s (score: %d)\n' % (i + 1, current_reason, current_score)
+
+ reason += '\n%s' % str(result)
+
+ result.confidence = score
+ result.reason = reason
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