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| 1 # Copyright 2016 The Chromium Authors. All rights reserved. | 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 | 2 # Use of this source code is governed by a BSD-style license that can be |
| 3 # found in the LICENSE file. | 3 # found in the LICENSE file. |
| 4 | 4 |
| 5 import collections | 5 import collections |
| 6 import logging | 6 import logging |
| 7 import os | 7 import os |
| 8 import traceback | 8 import traceback |
| 9 | 9 |
| 10 from google.appengine.api import taskqueue | 10 from google.appengine.api import taskqueue |
| 11 from google.appengine.ext import ndb | 11 from google.appengine.ext import ndb |
| 12 | 12 |
| 13 from dashboard.common import utils | 13 from dashboard.common import utils |
| 14 from dashboard.pinpoint import mann_whitney_u | |
| 15 from dashboard.pinpoint.models import attempt as attempt_module | 14 from dashboard.pinpoint.models import attempt as attempt_module |
| 16 from dashboard.pinpoint.models import change as change_module | 15 from dashboard.pinpoint.models import change as change_module |
| 16 from dashboard.pinpoint.models import mann_whitney_u |
| 17 from dashboard.services import gitiles_service | 17 from dashboard.services import gitiles_service |
| 18 from dashboard.services import issue_tracker_service | 18 from dashboard.services import issue_tracker_service |
| 19 | 19 |
| 20 | 20 |
| 21 # We want this to be fast to minimize overhead while waiting for tasks to | 21 # We want this to be fast to minimize overhead while waiting for tasks to |
| 22 # finish, but don't want to consume too many resources. | 22 # finish, but don't want to consume too many resources. |
| 23 _TASK_INTERVAL = 10 | 23 _TASK_INTERVAL = 10 |
| 24 | 24 |
| 25 | 25 |
| 26 _DEFAULT_REPEAT_COUNT = 15 | 26 _DEFAULT_REPEAT_COUNT = 15 |
| (...skipping 359 matching lines...) Expand 10 before | Expand all | Expand 10 after Loading... |
| 386 | 386 |
| 387 try: | 387 try: |
| 388 p_value = mann_whitney_u.MannWhitneyU(values_a, values_b) | 388 p_value = mann_whitney_u.MannWhitneyU(values_a, values_b) |
| 389 except ValueError: | 389 except ValueError: |
| 390 return _UNKNOWN | 390 return _UNKNOWN |
| 391 | 391 |
| 392 if p_value < _SIGNIFICANCE_LEVEL: | 392 if p_value < _SIGNIFICANCE_LEVEL: |
| 393 return _DIFFERENT | 393 return _DIFFERENT |
| 394 else: | 394 else: |
| 395 return _UNKNOWN | 395 return _UNKNOWN |
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