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| 1 # Copyright 2015 The Chromium Authors. All rights reserved. | 1 # Copyright 2015 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 """General statistical or mathematical functions.""" | 5 """General statistical or mathematical functions.""" |
| 6 | 6 |
| 7 import math | 7 import math |
| 8 | 8 |
| 9 from slave import recipe_api | 9 from recipe_engine import recipe_api |
| 10 | 10 |
| 11 | 11 |
| 12 class MathUtilsApi(recipe_api.RecipeApi): | 12 class MathUtilsApi(recipe_api.RecipeApi): |
| 13 | 13 |
| 14 @staticmethod | 14 @staticmethod |
| 15 def truncated_mean(data_set, truncate_fraction): | 15 def truncated_mean(data_set, truncate_fraction): |
| 16 """Calculates the truncated mean of a set of values. | 16 """Calculates the truncated mean of a set of values. |
| 17 | 17 |
| 18 Note that this isn't just the mean of the set of values with the highest | 18 Note that this isn't just the mean of the set of values with the highest |
| 19 and lowest values discarded; the non-discarded values are also weighted | 19 and lowest values discarded; the non-discarded values are also weighted |
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| 348 lesser_equal = [n for n in nums if n <= target] | 348 lesser_equal = [n for n in nums if n <= target] |
| 349 assert lesser_equal, 'No number in number list <= target.' | 349 assert lesser_equal, 'No number in number list <= target.' |
| 350 return max(lesser_equal) | 350 return max(lesser_equal) |
| 351 | 351 |
| 352 df_key = greatest_smaller(MathUtilsApi.TABLE.keys(), df) | 352 df_key = greatest_smaller(MathUtilsApi.TABLE.keys(), df) |
| 353 t_table_row = MathUtilsApi.TABLE[df_key] | 353 t_table_row = MathUtilsApi.TABLE[df_key] |
| 354 approximate_t_value = greatest_smaller(t_table_row, t) | 354 approximate_t_value = greatest_smaller(t_table_row, t) |
| 355 t_value_index = t_table_row.index(approximate_t_value) | 355 t_value_index = t_table_row.index(approximate_t_value) |
| 356 | 356 |
| 357 return MathUtilsApi.TWO_TAIL[t_value_index] | 357 return MathUtilsApi.TWO_TAIL[t_value_index] |
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