Commit 0b42f57e0f0127e463ac1b913c8bec15dd014a58
1 parent
f8dca06c
Exists in
master
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Minor fixes.
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5 changed files
with
46 additions
and
25 deletions
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src/app_recommender.py
| @@ -37,7 +37,7 @@ if __name__ == '__main__': | @@ -37,7 +37,7 @@ if __name__ == '__main__': | ||
| 37 | cfg = Config() | 37 | cfg = Config() |
| 38 | rec = Recommender(cfg) | 38 | rec = Recommender(cfg) |
| 39 | user = LocalSystem() | 39 | user = LocalSystem() |
| 40 | - user.maximal_pkg_profile() | 40 | + user.no_auto_pkg_profile() |
| 41 | 41 | ||
| 42 | begin_time = datetime.datetime.now() | 42 | begin_time = datetime.datetime.now() |
| 43 | logging.debug("Recommendation computation started at %s" % begin_time) | 43 | logging.debug("Recommendation computation started at %s" % begin_time) |
src/data.py
| @@ -27,6 +27,7 @@ import logging | @@ -27,6 +27,7 @@ import logging | ||
| 27 | import hashlib | 27 | import hashlib |
| 28 | 28 | ||
| 29 | from error import Error | 29 | from error import Error |
| 30 | +from singleton import Singleton | ||
| 30 | 31 | ||
| 31 | class Item: | 32 | class Item: |
| 32 | """ | 33 | """ |
| @@ -52,19 +53,6 @@ def normalize_tags(string): | @@ -52,19 +53,6 @@ def normalize_tags(string): | ||
| 52 | """ | 53 | """ |
| 53 | return string.replace(':','_').replace('-','\'') | 54 | return string.replace(':','_').replace('-','\'') |
| 54 | 55 | ||
| 55 | -class Singleton(object): | ||
| 56 | - """ | ||
| 57 | - Base class for inheritance of only-one-instance classes. | ||
| 58 | - Singleton design pattern. | ||
| 59 | - """ | ||
| 60 | - def __new__(cls, *args, **kwargs): | ||
| 61 | - """ | ||
| 62 | - Creates a new instance of the class only if none already exists. | ||
| 63 | - """ | ||
| 64 | - if '_inst' not in vars(cls): | ||
| 65 | - cls._inst = object.__new__(cls) | ||
| 66 | - return cls._inst | ||
| 67 | - | ||
| 68 | class TagsXapianIndex(xapian.WritableDatabase,Singleton): | 56 | class TagsXapianIndex(xapian.WritableDatabase,Singleton): |
| 69 | """ | 57 | """ |
| 70 | Data source for tags info defined as a singleton xapian database. | 58 | Data source for tags info defined as a singleton xapian database. |
src/evaluation.py
| @@ -24,8 +24,9 @@ import logging | @@ -24,8 +24,9 @@ import logging | ||
| 24 | 24 | ||
| 25 | from user import * | 25 | from user import * |
| 26 | from recommender import * | 26 | from recommender import * |
| 27 | +from singleton import Singleton | ||
| 27 | 28 | ||
| 28 | -class Metric: | 29 | +class Metric(Singleton): |
| 29 | """ | 30 | """ |
| 30 | Base class for metrics. Strategy design pattern. | 31 | Base class for metrics. Strategy design pattern. |
| 31 | """ | 32 | """ |
| @@ -40,7 +41,7 @@ class Precision(Metric): | @@ -40,7 +41,7 @@ class Precision(Metric): | ||
| 40 | """ | 41 | """ |
| 41 | Set metric description. | 42 | Set metric description. |
| 42 | """ | 43 | """ |
| 43 | - self.desc = " Precision " | 44 | + self.desc = " Precision " |
| 44 | 45 | ||
| 45 | def run(self,evaluation): | 46 | def run(self,evaluation): |
| 46 | """ | 47 | """ |
| @@ -57,7 +58,7 @@ class Recall(Metric): | @@ -57,7 +58,7 @@ class Recall(Metric): | ||
| 57 | """ | 58 | """ |
| 58 | Set metric description. | 59 | Set metric description. |
| 59 | """ | 60 | """ |
| 60 | - self.desc = " Recall " | 61 | + self.desc = " Recall " |
| 61 | 62 | ||
| 62 | def run(self,evaluation): | 63 | def run(self,evaluation): |
| 63 | """ | 64 | """ |
| @@ -74,7 +75,7 @@ class F1(Metric): | @@ -74,7 +75,7 @@ class F1(Metric): | ||
| 74 | """ | 75 | """ |
| 75 | Set metric description. | 76 | Set metric description. |
| 76 | """ | 77 | """ |
| 77 | - self.desc = " F1 " | 78 | + self.desc = " F1 " |
| 78 | 79 | ||
| 79 | def run(self,evaluation): | 80 | def run(self,evaluation): |
| 80 | """ | 81 | """ |
| @@ -92,7 +93,7 @@ class MAE(Metric): | @@ -92,7 +93,7 @@ class MAE(Metric): | ||
| 92 | """ | 93 | """ |
| 93 | Set metric description. | 94 | Set metric description. |
| 94 | """ | 95 | """ |
| 95 | - self.desc = " MAE " | 96 | + self.desc = " MAE " |
| 96 | 97 | ||
| 97 | def get_errors(self,evaluation): | 98 | def get_errors(self,evaluation): |
| 98 | """ | 99 | """ |
| @@ -125,7 +126,7 @@ class MSE(MAE): | @@ -125,7 +126,7 @@ class MSE(MAE): | ||
| 125 | """ | 126 | """ |
| 126 | Set metric description. | 127 | Set metric description. |
| 127 | """ | 128 | """ |
| 128 | - self.desc = " MSE " | 129 | + self.desc = " MSE " |
| 129 | 130 | ||
| 130 | def run(self,evaluation): | 131 | def run(self,evaluation): |
| 131 | """ | 132 | """ |
| @@ -144,7 +145,7 @@ class Coverage(Metric): | @@ -144,7 +145,7 @@ class Coverage(Metric): | ||
| 144 | """ | 145 | """ |
| 145 | Set initial parameters. | 146 | Set initial parameters. |
| 146 | """ | 147 | """ |
| 147 | - self.desc = " Coverage " | 148 | + self.desc = " Coverage " |
| 148 | self.repository_size = repository_size | 149 | self.repository_size = repository_size |
| 149 | self.covered = set() | 150 | self.covered = set() |
| 150 | 151 | ||
| @@ -214,14 +215,14 @@ class CrossValidation: | @@ -214,14 +215,14 @@ class CrossValidation: | ||
| 214 | for r in range(self.rounds): | 215 | for r in range(self.rounds): |
| 215 | metrics_result = "" | 216 | metrics_result = "" |
| 216 | for metric in self.metrics_list: | 217 | for metric in self.metrics_list: |
| 217 | - metrics_result += (" %.2f |" % | ||
| 218 | - (self.cross_results[metric.desc][r])) | 218 | + metrics_result += (" %2.1f%% |" % |
| 219 | + (self.cross_results[metric.desc][r]*100)) | ||
| 219 | str += "| %d |%s\n" % (r,metrics_result) | 220 | str += "| %d |%s\n" % (r,metrics_result) |
| 220 | metrics_mean = "" | 221 | metrics_mean = "" |
| 221 | for metric in self.metrics_list: | 222 | for metric in self.metrics_list: |
| 222 | mean = float(sum(self.cross_results[metric.desc]) / | 223 | mean = float(sum(self.cross_results[metric.desc]) / |
| 223 | len(self.cross_results[metric.desc])) | 224 | len(self.cross_results[metric.desc])) |
| 224 | - metrics_mean += " %.2f |" % (mean) | 225 | + metrics_mean += " %2.1f%% |" % (mean*100) |
| 225 | str += "| Mean |%s\n" % (metrics_mean) | 226 | str += "| Mean |%s\n" % (metrics_mean) |
| 226 | return str | 227 | return str |
| 227 | 228 |
| @@ -0,0 +1,31 @@ | @@ -0,0 +1,31 @@ | ||
| 1 | +#!/usr/bin/python | ||
| 2 | + | ||
| 3 | +# singleton - python class that implements singleton design pattern. | ||
| 4 | +# | ||
| 5 | +# Copyright (C) 2010 Tassia Camoes <tassia@gmail.com> | ||
| 6 | +# | ||
| 7 | +# This program is free software: you can redistribute it and/or modify | ||
| 8 | +# it under the terms of the GNU General Public License as published by | ||
| 9 | +# the Free Software Foundation, either version 3 of the License, or | ||
| 10 | +# (at your option) any later version. | ||
| 11 | +# | ||
| 12 | +# This program is distributed in the hope that it will be useful, | ||
| 13 | +# but WITHOUT ANY WARRANTY; without even the implied warranty of | ||
| 14 | +# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the | ||
| 15 | +# GNU General Public License for more details. | ||
| 16 | +# | ||
| 17 | +# You should have received a copy of the GNU General Public License | ||
| 18 | +# along with this program. If not, see <http://www.gnu.org/licenses/>. | ||
| 19 | +class Singleton(object): | ||
| 20 | + """ | ||
| 21 | + Base class for inheritance of only-one-instance classes. | ||
| 22 | + Singleton design pattern. | ||
| 23 | + """ | ||
| 24 | + def __new__(cls, *args, **kwargs): | ||
| 25 | + """ | ||
| 26 | + Creates a new instance of the class only if none already exists. | ||
| 27 | + """ | ||
| 28 | + if '_inst' not in vars(cls): | ||
| 29 | + cls._inst = object.__new__(cls) | ||
| 30 | + return cls._inst | ||
| 31 | + |
src/strategy.py
| @@ -21,9 +21,10 @@ | @@ -21,9 +21,10 @@ | ||
| 21 | import os, re | 21 | import os, re |
| 22 | import xapian | 22 | import xapian |
| 23 | from data import * | 23 | from data import * |
| 24 | +from singleton import Singleton | ||
| 24 | import recommender | 25 | import recommender |
| 25 | 26 | ||
| 26 | -class ReputationHeuristic: | 27 | +class ReputationHeuristic(Singleton): |
| 27 | """ | 28 | """ |
| 28 | Abstraction for diferent reputation heuristics. | 29 | Abstraction for diferent reputation heuristics. |
| 29 | """ | 30 | """ |