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author | jar@chromium.org <jar@chromium.org@0039d316-1c4b-4281-b951-d872f2087c98> | 2009-03-02 19:02:56 +0000 |
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committer | jar@chromium.org <jar@chromium.org@0039d316-1c4b-4281-b951-d872f2087c98> | 2009-03-02 19:02:56 +0000 |
commit | 9660b97b7869116645a92d342c52a857d0550ec2 (patch) | |
tree | 06e907b12fbd3d019283fef414422dfd4205e592 /base/field_trial.h | |
parent | d02e43a80f0fae032501e68d38bd562976b9d866 (diff) | |
download | chromium_src-9660b97b7869116645a92d342c52a857d0550ec2.zip chromium_src-9660b97b7869116645a92d342c52a857d0550ec2.tar.gz chromium_src-9660b97b7869116645a92d342c52a857d0550ec2.tar.bz2 |
Renovate FieldTrial class to better bit with histogram usage.
r=mbelshe
Review URL: http://codereview.chromium.org/28226
git-svn-id: svn://svn.chromium.org/chrome/trunk/src@10714 0039d316-1c4b-4281-b951-d872f2087c98
Diffstat (limited to 'base/field_trial.h')
-rw-r--r-- | base/field_trial.h | 144 |
1 files changed, 122 insertions, 22 deletions
diff --git a/base/field_trial.h b/base/field_trial.h index f392f88..312dbb0 100644 --- a/base/field_trial.h +++ b/base/field_trial.h @@ -6,15 +6,64 @@ // performed by actual users in the field (i.e., in a shipped or beta product). // All code is called exclusively on the UI thread currently. // -// The simplest example is a test to see whether one of two options produces -// "better" results across our user population. In that scenario, UMA data -// is uploaded to show the test results, and this class manages the state of -// each such test (state == which option was pseudo-randomly selected). +// The simplest example is an experiment to see whether one of two options +// produces "better" results across our user population. In that scenario, UMA +// data is uploaded to aggregate the test results, and this FieldTrial class +// manages the state of each such experiment (state == which option was +// pseudo-randomly selected). +// // States are typically generated randomly, either based on a one time -// randomization (reused during each run of the program), or by a startup -// randomization (keeping that tests state constant across a run), or by -// continuous randomization across a run. -// Only startup randomization is implemented (thus far). +// randomization (generated randomly once, and then persitently reused in the +// client during each future run of the program), or by a startup randomization +// (generated each time the application starts up, but held constant during the +// duration of the process), or by continuous randomization across a run (where +// the state can be recalculated again and again, many times during a process). +// Only startup randomization is implemented thus far. + +//------------------------------------------------------------------------------ +// Example: Suppose we have an experiment involving memory, such as determining +// the impact of memory model command line flags actual memory use. +// We assume that we already have a histogram of memory usage, such as: + +// HISTOGRAM_COUNTS("Memory.RendererTotal", count); + +// Somewhere in main thread initialization code, we'd probably define an +// instance of a FieldTrial, with code such as: + +// // Note, FieldTrials are reference counted, and persist automagically until +// // process teardown, courtesy of their automatic registration in +// // FieldTrialList. +// trial = new FieldTrial("MemoryExperiment", 1000); +// group1 = trial->AppendGroup("_high_mem", 20); // 2% this _high_mem group. +// group2 = trial->AppendGroup("_low_mem", 20); // 2% this _low_mem group. +// // Take action depending of which group we randomly land in. +// switch (trial->group()) { +// case group1: +// ... do something +// break; +// case group2: +// .... +// break; +// default: +// ... +// } + +// We then modify any histograms we wish to correlate with our experiment to +// have slighly different names, depending on what group the trial instance +// happened (randomly) to be assigned to: + +// HISTOGRAM_COUNTS(FieldTrial::MakeName("Memory.RendererTotal", +// "MemoryExperiment"), count); + +// The above code will create 3 distinct histograms, with each run of the +// application being assigned to of of teh three groups, and for each group, the +// correspondingly named histogram will be populated: + +// Memory.RendererTotal // 96% of users still fill this histogram. +// Memory.RendererTotal_high_mem // 2% of users will fill this histogram. +// Memory.RendererTotal_low_mem // 2% of users will fill this histogram. + +//------------------------------------------------------------------------------ #ifndef BASE_FIELD_TRIAL_H_ #define BASE_FIELD_TRIAL_H_ @@ -26,27 +75,74 @@ #include "base/ref_counted.h" #include "base/time.h" + class FieldTrial : public base::RefCounted<FieldTrial> { public: - // Constructor for a 2-state (boolean) trial. + static const int kNotParticipating = -1; + + typedef int Probability; // Use scaled up probability. + // The name is used to register the instance with the FieldTrialList class, // and can be used to find the trial (only one trial can be present for each - // name) using the Find() method. - // The probability is a number in the range [0, 1], and is the likliehood that - // the assigned boolean value will be true. - FieldTrial(const std::wstring& name, double probability); - - // Return the selected boolean value. - bool boolean_value() const { return boolean_value_; } - std::wstring name() const { return name_; } + // name). + // Group probabilities that are later supplied must sum to less than or equal + // to the total_probability. + FieldTrial(const std::string& name, Probability total_probability); + + // Establish the name and probability of the next group in this trial. + // Sometimes, based on construction randomization, this call may causes the + // provided group to be *THE* group selected for use in this instance. + int AppendGroup(const std::string& name, Probability group_probability); + + // Return the name of the FieldTrial (excluding the group name). + std::string name() const { return name_; } + + // Return the randomly selected group number that was assigned. + // Return kNotParticipating if the instance is not participating in the + // experiment. + int group() const { return group_; } + + // If the field trial is not in an experiment, this returns the empty string. + // if the group's name is empty, a name of "_" concatenated with the group + // number is used as the group name. + std::string group_name() const { return group_name_; } + + // Helper function for the most common use: as an argument to specifiy the + // name of a HISTOGRAM. Use the original histogram name as the name_prefix. + static std::string MakeName(const std::string& name_prefix, + const std::string& trial_name); private: - const std::wstring name_; - bool boolean_value_; + // The name of the field trial, as can be found via the FieldTrialList. + // This is empty of the trial is not in the experiment. + const std::string name_; + + // The maximu sum of all probabilities supplied, which corresponds to 100%. + // This is the scaling factor used to adjust supplied probabilities. + Probability divisor_; + + // The randomly selected probability that is used to select a group (or have + // the instance not participate). It is the product of divisor_ and a random + // number between [0, 1). + Probability random_; + + // Sum of the probabilities of all appended groups. + Probability accumulated_group_probability_; + + int next_group_number_; + + // The pseudo-randomly assigned group number. + // This is kNotParticipating if no group has been assigned. + int group_; + + // A textual name for the randomly selected group, including the Trial name. + // If this Trial is not a member of an group, this string is empty. + std::string group_name_; DISALLOW_COPY_AND_ASSIGN(FieldTrial); }; +//------------------------------------------------------------------------------ // Class with a list of all active field trials. A trial is active if it has // been registered, which includes evaluating its state based on its probaility. // Only one instance of this class exists. @@ -63,12 +159,16 @@ class FieldTrialList : NonThreadSafe { // The Find() method can be used to test to see if a named Trial was already // registered, or to retrieve a pointer to it from the global map. - static FieldTrial* Find(const std::wstring& name); + static FieldTrial* Find(const std::string& name); + + static int FindValue(const std::string& name); + + static std::string FindFullName(const std::string& name); // The time of construction of the global map is recorded in a static variable // and is commonly used by experiments to identify the time since the start // of the application. In some experiments it may be useful to discount - // data that is gathered before the application has reach sufficient + // data that is gathered before the application has reached sufficient // stability (example: most DLL have loaded, etc.) static base::Time application_start_time() { if (global_) @@ -78,7 +178,7 @@ class FieldTrialList : NonThreadSafe { } private: - typedef std::map<std::wstring, FieldTrial*> RegistrationList; + typedef std::map<std::string, FieldTrial*> RegistrationList; static FieldTrialList* global_; // The singleton of this class. |