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Unified 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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Index: appengine/findit/crash/scorers/aggregated_scorer.py
diff --git a/appengine/findit/crash/scorers/aggregated_scorer.py b/appengine/findit/crash/scorers/aggregated_scorer.py
new file mode 100644
index 0000000000000000000000000000000000000000..b49c974971934c123f4b01f008b0712cb81e283e
--- /dev/null
+++ b/appengine/findit/crash/scorers/aggregated_scorer.py
@@ -0,0 +1,49 @@
+# 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.
+
+"""Uses aggregators to aggregator results from different scorers."""
+
+from crash.scorer import aggregators
+
+
+class AggregatedScorer(object):
+
+ def __init__(self, scorers,
+ score_aggregator=aggregators.Multiplier(),
+ 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.
+ changed_files_aggregator=aggregators.ChangedFilesAggregator()):
+ self.scorers = scorers
+ self.score_aggregator = score_aggregator
+ self.reasons_aggregator = reasons_aggregator
+ self.changed_files_aggregator = changed_files_aggregator
+
+ def Score(self, result,
+ score_aggregator=None,
+ reasons_aggregator=None,
+ changed_files_aggregator=None):
+ """Aggregates score, reasons and changed_files from all the scorers.
+
+ Note: This method sets confidence, reasons and changed_files of results.
+ """
+ if score_aggregator is None:
+ score_aggregator = self.score_aggregator
+
+ if reasons_aggregator is None:
+ reasons_aggregator = self.reasons_aggregator
+
+ if changed_files_aggregator is None:
+ changed_files_aggregator = self.changed_files_aggregator
+
+ # Transforms array of [(score1, reason1, changed_files1), (score2, reason2,
+ # changed_files2)] to [(score1, score2), (reason1, reason2),
+ # (changed_files1, changed_files2)] for aggregators to aggregate.
+ scores, reasons, changed_files = zip(*[
+ scorer(result) for scorer in self.scorers])
+
+ # Only keep the first 2 digits after decimal point.
+ result.confidence = score_aggregator(list(scores))
+ result.reasons = reasons_aggregator(list(reasons))
+ result.changed_files = changed_files_aggregator(list(changed_files))
+
+ return result.confidence, result.reasons, result.changed_files

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