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Side by Side Diff: base/metrics/field_trial.h

Issue 6931048: Revert 84197 - Add one-time randomization support for FieldTrial, and the ability to (Closed) Base URL: svn://svn.chromium.org/chrome/trunk/src/
Patch Set: Created 9 years, 7 months ago
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1 // Copyright (c) 2011 The Chromium Authors. All rights reserved. 1 // Copyright (c) 2011 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 // FieldTrial is a class for handling details of statistical experiments 5 // FieldTrial is a class for handling details of statistical experiments
6 // performed by actual users in the field (i.e., in a shipped or beta product). 6 // performed by actual users in the field (i.e., in a shipped or beta product).
7 // All code is called exclusively on the UI thread currently. 7 // All code is called exclusively on the UI thread currently.
8 // 8 //
9 // The simplest example is an experiment to see whether one of two options 9 // The simplest example is an experiment to see whether one of two options
10 // produces "better" results across our user population. In that scenario, UMA 10 // produces "better" results across our user population. In that scenario, UMA
11 // data is uploaded to aggregate the test results, and this FieldTrial class 11 // data is uploaded to aggregate the test results, and this FieldTrial class
12 // manages the state of each such experiment (state == which option was 12 // manages the state of each such experiment (state == which option was
13 // pseudo-randomly selected). 13 // pseudo-randomly selected).
14 // 14 //
15 // States are typically generated randomly, either based on a one time 15 // States are typically generated randomly, either based on a one time
16 // randomization (which will yield the same results, in terms of selecting 16 // randomization (generated randomly once, and then persistently reused in the
17 // the client for a field trial or not, for every run of the program on a 17 // client during each future run of the program), or by a startup randomization
18 // given machine), or by a startup randomization (generated each time the 18 // (generated each time the application starts up, but held constant during the
19 // application starts up, but held constant during the duration of the 19 // duration of the process), or by continuous randomization across a run (where
20 // process), or by continuous randomization across a run (where the state 20 // the state can be recalculated again and again, many times during a process).
21 // can be recalculated again and again, many times during a process). 21 // Only startup randomization is implemented thus far.
22 // Continuous randomization is not yet implemented.
23 22
24 //------------------------------------------------------------------------------ 23 //------------------------------------------------------------------------------
25 // Example: Suppose we have an experiment involving memory, such as determining 24 // Example: Suppose we have an experiment involving memory, such as determining
26 // the impact of some pruning algorithm. 25 // the impact of some pruning algorithm.
27 // We assume that we already have a histogram of memory usage, such as: 26 // We assume that we already have a histogram of memory usage, such as:
28 27
29 // HISTOGRAM_COUNTS("Memory.RendererTotal", count); 28 // HISTOGRAM_COUNTS("Memory.RendererTotal", count);
30 29
31 // Somewhere in main thread initialization code, we'd probably define an 30 // Somewhere in main thread initialization code, we'd probably define an
32 // instance of a FieldTrial, with code such as: 31 // instance of a FieldTrial, with code such as:
(...skipping 13 matching lines...) Expand all
46 // if (trial->group() == kHighMemGroup) 45 // if (trial->group() == kHighMemGroup)
47 // SetPruningAlgorithm(kType1); // Sample setting of browser state. 46 // SetPruningAlgorithm(kType1); // Sample setting of browser state.
48 // else if (trial->group() == kLowMemGroup) 47 // else if (trial->group() == kLowMemGroup)
49 // SetPruningAlgorithm(kType2); // Sample alternate setting. 48 // SetPruningAlgorithm(kType2); // Sample alternate setting.
50 49
51 // We then, in addition to our original histogram, output histograms which have 50 // We then, in addition to our original histogram, output histograms which have
52 // slightly different names depending on what group the trial instance happened 51 // slightly different names depending on what group the trial instance happened
53 // to randomly be assigned: 52 // to randomly be assigned:
54 53
55 // HISTOGRAM_COUNTS("Memory.RendererTotal", count); // The original histogram. 54 // HISTOGRAM_COUNTS("Memory.RendererTotal", count); // The original histogram.
56 // static const bool memory_renderer_total_trial_exists = 55 // static bool use_memoryexperiment_histogram(
57 // FieldTrialList::TrialExists("Memory.RendererTotal"); 56 // base::FieldTrialList::Find("MemoryExperiment") &&
58 // if (memory_renderer_total_trial_exists) { 57 // !base::FieldTrialList::Find("MemoryExperiment")->group_name().empty());
58 // if (use_memoryexperiment_histogram) {
59 // HISTOGRAM_COUNTS(FieldTrial::MakeName("Memory.RendererTotal", 59 // HISTOGRAM_COUNTS(FieldTrial::MakeName("Memory.RendererTotal",
60 // "MemoryExperiment"), count); 60 // "MemoryExperiment"), count);
61 // } 61 // }
62 62
63 // The above code will create four distinct histograms, with each run of the 63 // The above code will create four distinct histograms, with each run of the
64 // application being assigned to of of the three groups, and for each group, the 64 // application being assigned to of of the three groups, and for each group, the
65 // correspondingly named histogram will be populated: 65 // correspondingly named histogram will be populated:
66 66
67 // Memory.RendererTotal // 100% of users still fill this histogram. 67 // Memory.RendererTotal // 100% of users still fill this histogram.
68 // Memory.RendererTotal_HighMem // 2% of users will fill this histogram. 68 // Memory.RendererTotal_HighMem // 2% of users will fill this histogram.
(...skipping 27 matching lines...) Expand all
96 // A return value to indicate that a given instance has not yet had a group 96 // A return value to indicate that a given instance has not yet had a group
97 // assignment (and hence is not yet participating in the trial). 97 // assignment (and hence is not yet participating in the trial).
98 static const int kNotFinalized; 98 static const int kNotFinalized;
99 99
100 // This is the group number of the 'default' group. This provides an easy way 100 // This is the group number of the 'default' group. This provides an easy way
101 // to assign all the remaining probability to a group ('default'). 101 // to assign all the remaining probability to a group ('default').
102 static const int kDefaultGroupNumber; 102 static const int kDefaultGroupNumber;
103 103
104 // The name is used to register the instance with the FieldTrialList class, 104 // The name is used to register the instance with the FieldTrialList class,
105 // and can be used to find the trial (only one trial can be present for each 105 // and can be used to find the trial (only one trial can be present for each
106 // name). |name| and |default_group_name| may not be empty. 106 // name).
107 //
108 // Group probabilities that are later supplied must sum to less than or equal 107 // Group probabilities that are later supplied must sum to less than or equal
109 // to the total_probability. Arguments year, month and day_of_month specify 108 // to the total_probability. Arguments year, month and day_of_month specify
110 // the expiration time. If the build time is after the expiration time then 109 // the expiration time. If the build time is after the expiration time then
111 // the field trial reverts to the 'default' group. 110 // the field trial reverts to the 'default' group.
112 //
113 // Using this constructor creates a startup-randomized FieldTrial. If you
114 // want a one-time randomized trial, call UseOneTimeRandomization() right
115 // after construction.
116 FieldTrial(const std::string& name, Probability total_probability, 111 FieldTrial(const std::string& name, Probability total_probability,
117 const std::string& default_group_name, const int year, 112 const std::string& default_group_name, const int year,
118 const int month, const int day_of_month); 113 const int month, const int day_of_month);
119 114
120 // Changes the field trial to use one-time randomization, i.e. produce the
121 // same result for the current trial on every run of this client. Must be
122 // called right after construction.
123 //
124 // Before using this method, |FieldTrialList::EnableOneTimeRandomization()|
125 // must be called exactly once.
126 void UseOneTimeRandomization();
127
128 // Disables this trial, meaning it always determines the default group
129 // has been selected. May be called immediately after construction, or
130 // at any time after initialization (should not be interleaved with
131 // AppendGroup calls). Once disabled, there is no way to re-enable a
132 // trial.
133 void Disable();
134
135 // Establish the name and probability of the next group in this trial. 115 // Establish the name and probability of the next group in this trial.
136 // Sometimes, based on construction randomization, this call may cause the 116 // Sometimes, based on construction randomization, this call may cause the
137 // provided group to be *THE* group selected for use in this instance. 117 // provided group to be *THE* group selected for use in this instance.
138 // The return value is the group number of the new group. 118 // The return value is the group number of the new group.
139 int AppendGroup(const std::string& name, Probability group_probability); 119 int AppendGroup(const std::string& name, Probability group_probability);
140 120
141 // Return the name of the FieldTrial (excluding the group name). 121 // Return the name of the FieldTrial (excluding the group name).
142 std::string name() const { return name_; } 122 std::string name() const { return name_; }
143 123
144 // Return the randomly selected group number that was assigned. 124 // Return the randomly selected group number that was assigned.
145 // Return kDefaultGroupNumber if the instance is in the 'default' group. 125 // Return kDefaultGroupNumber if the instance is in the 'default' group.
146 // Note that this will force an instance to participate, and make it illegal 126 // Note that this will force an instance to participate, and make it illegal
147 // to attempt to probabilistically add any other groups to the trial. 127 // to attempt to probabalistically add any other groups to the trial.
148 int group(); 128 int group();
149 129
150 // If the group's name is empty, a string version containing the group 130 // If the field trial is not in an experiment, this returns the empty string.
131 // if the group's name is empty, a name of "_" concatenated with the group
151 // number is used as the group name. 132 // number is used as the group name.
152 std::string group_name(); 133 std::string group_name();
153 134
154 // Return the default group name of the FieldTrial. 135 // Return the default group name of the FieldTrial.
155 std::string default_group_name() const { return default_group_name_; } 136 std::string default_group_name() const { return default_group_name_; }
156 137
157 // Helper function for the most common use: as an argument to specify the 138 // Helper function for the most common use: as an argument to specifiy the
158 // name of a HISTOGRAM. Use the original histogram name as the name_prefix. 139 // name of a HISTOGRAM. Use the original histogram name as the name_prefix.
159 static std::string MakeName(const std::string& name_prefix, 140 static std::string MakeName(const std::string& name_prefix,
160 const std::string& trial_name); 141 const std::string& trial_name);
161 142
162 // Enable benchmarking sets field trials to a common setting. 143 // Enable benchmarking sets field trials to a common setting.
163 static void EnableBenchmarking(); 144 static void EnableBenchmarking();
164 145
165 private: 146 private:
166 // Allow tests to access our innards for testing purposes. 147 // Allow tests to access our innards for testing purposes.
167 FRIEND_TEST(FieldTrialTest, Registration); 148 FRIEND_TEST(FieldTrialTest, Registration);
168 FRIEND_TEST(FieldTrialTest, AbsoluteProbabilities); 149 FRIEND_TEST(FieldTrialTest, AbsoluteProbabilities);
169 FRIEND_TEST(FieldTrialTest, RemainingProbability); 150 FRIEND_TEST(FieldTrialTest, RemainingProbability);
170 FRIEND_TEST(FieldTrialTest, FiftyFiftyProbability); 151 FRIEND_TEST(FieldTrialTest, FiftyFiftyProbability);
171 FRIEND_TEST(FieldTrialTest, MiddleProbabilities); 152 FRIEND_TEST(FieldTrialTest, MiddleProbabilities);
172 FRIEND_TEST(FieldTrialTest, OneWinner); 153 FRIEND_TEST(FieldTrialTest, OneWinner);
173 FRIEND_TEST(FieldTrialTest, DisableProbability); 154 FRIEND_TEST(FieldTrialTest, DisableProbability);
174 FRIEND_TEST(FieldTrialTest, Save); 155 FRIEND_TEST(FieldTrialTest, Save);
175 FRIEND_TEST(FieldTrialTest, DuplicateRestore); 156 FRIEND_TEST(FieldTrialTest, DuplicateRestore);
176 FRIEND_TEST(FieldTrialTest, MakeName); 157 FRIEND_TEST(FieldTrialTest, MakeName);
177 FRIEND_TEST(FieldTrialTest, HashClientId);
178 FRIEND_TEST(FieldTrialTest, HashClientIdIsUniform);
179 FRIEND_TEST(FieldTrialTest, UseOneTimeRandomization);
180 158
181 friend class base::FieldTrialList; 159 friend class base::FieldTrialList;
182 160
183 friend class RefCounted<FieldTrial>; 161 friend class RefCounted<FieldTrial>;
184 162
185 virtual ~FieldTrial(); 163 virtual ~FieldTrial();
186 164
187 // Returns the group_name. A winner need not have been chosen. 165 // Returns the group_name. A winner need not have been chosen.
188 std::string group_name_internal() const { return group_name_; } 166 std::string group_name_internal() const { return group_name_; }
189 167
190 // Get build time. 168 // Get build time.
191 static Time GetBuildTime(); 169 static Time GetBuildTime();
192 170
193 // Calculates a uniformly-distributed double between [0.0, 1.0) given
194 // a |client_id| and a |trial_name| (the latter is used as salt to avoid
195 // separate one-time randomized trials from all having the same results).
196 static double HashClientId(const std::string& client_id,
197 const std::string& trial_name);
198
199 // The name of the field trial, as can be found via the FieldTrialList. 171 // The name of the field trial, as can be found via the FieldTrialList.
172 // This is empty of the trial is not in the experiment.
200 const std::string name_; 173 const std::string name_;
201 174
202 // The maximum sum of all probabilities supplied, which corresponds to 100%. 175 // The maximum sum of all probabilities supplied, which corresponds to 100%.
203 // This is the scaling factor used to adjust supplied probabilities. 176 // This is the scaling factor used to adjust supplied probabilities.
204 const Probability divisor_; 177 const Probability divisor_;
205 178
206 // The name of the default group. 179 // The name of the default group.
207 const std::string default_group_name_; 180 const std::string default_group_name_;
208 181
209 // The randomly selected probability that is used to select a group (or have 182 // The randomly selected probability that is used to select a group (or have
210 // the instance not participate). It is the product of divisor_ and a random 183 // the instance not participate). It is the product of divisor_ and a random
211 // number between [0, 1). 184 // number between [0, 1).
212 Probability random_; 185 const Probability random_;
213 186
214 // Sum of the probabilities of all appended groups. 187 // Sum of the probabilities of all appended groups.
215 Probability accumulated_group_probability_; 188 Probability accumulated_group_probability_;
216 189
217 int next_group_number_; 190 int next_group_number_;
218 191
219 // The pseudo-randomly assigned group number. 192 // The pseudo-randomly assigned group number.
220 // This is kNotFinalized if no group has been assigned. 193 // This is kNotFinalized if no group has been assigned.
221 int group_; 194 int group_;
222 195
223 // A textual name for the randomly selected group. Valid after |group()| 196 // A textual name for the randomly selected group. If this Trial is not a
224 // has been called. 197 // member of an group, this string is empty.
225 std::string group_name_; 198 std::string group_name_;
226 199
227 // When enable_field_trial_ is false, field trial reverts to the 'default' 200 // When disable_field_trial_ is true, field trial reverts to the 'default'
228 // group. 201 // group.
229 bool enable_field_trial_; 202 bool disable_field_trial_;
230 203
231 // When benchmarking is enabled, field trials all revert to the 'default' 204 // When benchmarking is enabled, field trials all revert to the 'default'
232 // group. 205 // group.
233 static bool enable_benchmarking_; 206 static bool enable_benchmarking_;
234 207
235 DISALLOW_COPY_AND_ASSIGN(FieldTrial); 208 DISALLOW_COPY_AND_ASSIGN(FieldTrial);
236 }; 209 };
237 210
238 //------------------------------------------------------------------------------ 211 //------------------------------------------------------------------------------
239 // Class with a list of all active field trials. A trial is active if it has 212 // Class with a list of all active field trials. A trial is active if it has
(...skipping 14 matching lines...) Expand all
254 public: 227 public:
255 // Notify observers when FieldTrials's group is selected. 228 // Notify observers when FieldTrials's group is selected.
256 virtual void OnFieldTrialGroupFinalized(const std::string& trial_name, 229 virtual void OnFieldTrialGroupFinalized(const std::string& trial_name,
257 const std::string& group_name) = 0; 230 const std::string& group_name) = 0;
258 231
259 protected: 232 protected:
260 virtual ~Observer() {} 233 virtual ~Observer() {}
261 }; 234 };
262 235
263 // This singleton holds the global list of registered FieldTrials. 236 // This singleton holds the global list of registered FieldTrials.
264 // 237 FieldTrialList();
265 // |client_id| should be an opaque, diverse ID for this client that does not
266 // change between sessions, to enable one-time randomized trials. The empty
267 // string may be provided, in which case one-time randomized trials will
268 // not be available.
269 explicit FieldTrialList(const std::string& client_id);
270 // Destructor Release()'s references to all registered FieldTrial instances. 238 // Destructor Release()'s references to all registered FieldTrial instances.
271 ~FieldTrialList(); 239 ~FieldTrialList();
272 240
273 // Register() stores a pointer to the given trial in a global map. 241 // Register() stores a pointer to the given trial in a global map.
274 // This method also AddRef's the indicated trial. 242 // This method also AddRef's the indicated trial.
275 static void Register(FieldTrial* trial); 243 static void Register(FieldTrial* trial);
276 244
277 // The Find() method can be used to test to see if a named Trial was already 245 // The Find() method can be used to test to see if a named Trial was already
278 // registered, or to retrieve a pointer to it from the global map. 246 // registered, or to retrieve a pointer to it from the global map.
279 static FieldTrial* Find(const std::string& name); 247 static FieldTrial* Find(const std::string& name);
280 248
281 // Returns the group number chosen for the named trial, or
282 // FieldTrial::kNotFinalized if the trial does not exist.
283 static int FindValue(const std::string& name); 249 static int FindValue(const std::string& name);
284 250
285 // Returns the group name chosen for the named trial, or the
286 // empty string if the trial does not exist.
287 static std::string FindFullName(const std::string& name); 251 static std::string FindFullName(const std::string& name);
288 252
289 // Returns true if the named trial has been registered. 253 // Create a persistent representation of all FieldTrial instances for
290 static bool TrialExists(const std::string& name); 254 // resurrection in another process. This allows randomization to be done in
291 255 // one process, and secondary processes can by synchronized on the result.
292 // Create a persistent representation of all FieldTrial instances and the 256 // The resulting string contains only the names, the trial name, and a "/"
293 // |client_id()| state for resurrection in another process. This allows 257 // separator.
294 // randomization to be done in one process, and secondary processes can by
295 // synchronized on the result. The resulting string contains the
296 // |client_id()|, the names, the trial name, and a "/" separator.
297 static void StatesToString(std::string* output); 258 static void StatesToString(std::string* output);
298 259
299 // Use a previously generated state string (re: StatesToString()) augment the 260 // Use a previously generated state string (re: StatesToString()) augment the
300 // current list of field tests to include the supplied tests, and using a 100% 261 // current list of field tests to include the supplied tests, and using a 100%
301 // probability for each test, force them to have the same group string. This 262 // probability for each test, force them to have the same group string. This
302 // is commonly used in a non-browser process, to carry randomly selected state 263 // is commonly used in a non-browser process, to carry randomly selected state
303 // in a browser process into this non-browser process. This method calls 264 // in a browser process into this non-browser process. This method calls
304 // CreateFieldTrial to create the FieldTrial in the non-browser process. 265 // CreateFieldTrial to create the FieldTrial in the non-browser process.
305 // Currently only the group_name_ and name_ are restored, as well as the 266 // Currently only the group_name_ and name_ are restored.
306 // |client_id()| state, that could be used for one-time randomized trials
307 // set up only in child processes.
308 static bool CreateTrialsInChildProcess(const std::string& prior_trials); 267 static bool CreateTrialsInChildProcess(const std::string& prior_trials);
309 268
310 // Create a FieldTrial with the given |name| and using 100% probability for 269 // Create a FieldTrial with the given |name| and using 100% probability for
311 // the FieldTrial, force FieldTrial to have the same group string as 270 // the FieldTrial, force FieldTrial to have the same group string as
312 // |group_name|. This is commonly used in a non-browser process, to carry 271 // |group_name|. This is commonly used in a non-browser process, to carry
313 // randomly selected state in a browser process into this non-browser process. 272 // randomly selected state in a browser process into this non-browser process.
314 // Currently only the group_name_ and name_ are set in the FieldTrial. It 273 // Currently only the group_name_ and name_ are set in the FieldTrial. It
315 // returns NULL if there is a FieldTrial that is already registered with the 274 // returns NULL if there is a FieldTrial that is already registered with the
316 // same |name| but has different finalized group string (|group_name|). 275 // same |name| but has different finalized group string (|group_name|).
317 static FieldTrial* CreateFieldTrial(const std::string& name, 276 static FieldTrial* CreateFieldTrial(const std::string& name,
(...skipping 19 matching lines...) Expand all
337 static TimeTicks application_start_time() { 296 static TimeTicks application_start_time() {
338 if (global_) 297 if (global_)
339 return global_->application_start_time_; 298 return global_->application_start_time_;
340 // For testing purposes only, or when we don't yet have a start time. 299 // For testing purposes only, or when we don't yet have a start time.
341 return TimeTicks::Now(); 300 return TimeTicks::Now();
342 } 301 }
343 302
344 // Return the number of active field trials. 303 // Return the number of active field trials.
345 static size_t GetFieldTrialCount(); 304 static size_t GetFieldTrialCount();
346 305
347 // Returns true if you can call |FieldTrial::UseOneTimeRandomization()|
348 // without error, i.e. if a non-empty string was provided as the client_id
349 // when constructing the FieldTrialList singleton.
350 static bool IsOneTimeRandomizationEnabled();
351
352 // Returns an opaque, diverse ID for this client that does not change
353 // between sessions.
354 //
355 // Returns the empty string if one-time randomization is not enabled.
356 static const std::string& client_id();
357
358 private: 306 private:
359 // A map from FieldTrial names to the actual instances. 307 // A map from FieldTrial names to the actual instances.
360 typedef std::map<std::string, FieldTrial*> RegistrationList; 308 typedef std::map<std::string, FieldTrial*> RegistrationList;
361 309
362 // Helper function should be called only while holding lock_. 310 // Helper function should be called only while holding lock_.
363 FieldTrial* PreLockedFind(const std::string& name); 311 FieldTrial* PreLockedFind(const std::string& name);
364 312
365 static FieldTrialList* global_; // The singleton of this class. 313 static FieldTrialList* global_; // The singleton of this class.
366 314
367 // This will tell us if there is an attempt to register a field trial without 315 // This will tell us if there is an attempt to register a field trial without
368 // creating the FieldTrialList. This is not an error, unless a FieldTrialList 316 // creating the FieldTrialList. This is not an error, unless a FieldTrialList
369 // is created after that. 317 // is created after that.
370 static bool register_without_global_; 318 static bool register_without_global_;
371 319
372 // A helper value made available to users, that shows when the FieldTrialList 320 // A helper value made availabel to users, that shows when the FieldTrialList
373 // was initialized. Note that this is a singleton instance, and hence is a 321 // was initialized. Note that this is a singleton instance, and hence is a
374 // good approximation to the start of the process. 322 // good approximation to the start of the process.
375 TimeTicks application_start_time_; 323 TimeTicks application_start_time_;
376 324
377 // Lock for access to registered_. 325 // Lock for access to registered_.
378 base::Lock lock_; 326 base::Lock lock_;
379 RegistrationList registered_; 327 RegistrationList registered_;
380 328
381 // An opaque, diverse ID for this client that does not change
382 // between sessions, or the empty string if not initialized.
383 std::string client_id_;
384
385 // List of observers to be notified when a group is selected for a FieldTrial. 329 // List of observers to be notified when a group is selected for a FieldTrial.
386 ObserverList<Observer> observer_list_; 330 ObserverList<Observer> observer_list_;
387 331
388 DISALLOW_COPY_AND_ASSIGN(FieldTrialList); 332 DISALLOW_COPY_AND_ASSIGN(FieldTrialList);
389 }; 333 };
390 334
391 } // namespace base 335 } // namespace base
392 336
393 #endif // BASE_METRICS_FIELD_TRIAL_H_ 337 #endif // BASE_METRICS_FIELD_TRIAL_H_
338
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