f16992b25bb153df3ab87c5111db2a101cf68c73,bugbug/models/testselect.py,TestSelectModel,train_test_split,#TestSelectModel#Any#Any#,91

Before Change


            rev = test_data["revs"][0]
            name = test_data["name"]

            if self.granularity == "label" and not name.startswith("test-"):
                continue

            if rev in pushes:
                pushes[rev] += 1
            else:
                pushes[rev] = 1

After Change


    // according to time: we train on older pushes and evaluate on newer pushes.
    def train_test_split(self, X, y):
        pushes, train_push_len = self.get_pushes()
        train_len = sum(
            len(push["failures"]) + len(push["passes"])
            for push in pushes[:train_push_len]
        )
        print(
            f"{train_push_len} pushes in the training set (corresponding to {train_len} push/jobs)"
        )
        return X[:train_len], X[train_len:], y[:train_len], y[train_len:]
Italian Trulli
In pattern: SUPERPATTERN

Frequency: 4

Non-data size: 7

Instances


Project Name: mozilla/bugbug
Commit Name: f16992b25bb153df3ab87c5111db2a101cf68c73
Time: 2020-04-09
Author: mcastelluccio@mozilla.com
File Name: bugbug/models/testselect.py
Class Name: TestSelectModel
Method Name: train_test_split


Project Name: AlexsLemonade/refinebio
Commit Name: d691d1b9e1bea69067156faa1a517dc7e0213b17
Time: 2019-03-19
Author: arielsvn@gmail.com
File Name: api/data_refinery_api/views.py
Class Name: Stats
Method Name: _aggregate_nomad_jobs


Project Name: mozilla/bugbug
Commit Name: ed9b2113f9bbe975624783c65eed978c9074aaef
Time: 2020-05-15
Author: mcastelluccio@mozilla.com
File Name: bugbug/models/testselect.py
Class Name: TestSelectModel
Method Name: select_tests


Project Name: pantsbuild/pants
Commit Name: 0a61cf8d34eeee9609c7ff0c5e5f71a623dc1dc8
Time: 2020-07-24
Author: 14852634+Eric-Arellano@users.noreply.github.com
File Name: src/python/pants/core/goals/test.py
Class Name:
Method Name: run_tests