module Split class Alternative attr_accessor :name attr_accessor :experiment_name attr_accessor :weight def initialize(name, experiment_name) @experiment_name = experiment_name if Hash === name @name = name.keys.first @weight = name.values.first else @name = name @weight = 1 end end def to_s name end def participant_count Split.redis.hget(key, 'participant_count').to_i end def participant_count=(count) Split.redis.hset(key, 'participant_count', count.to_i) end def completed_count Split.redis.hget(key, 'completed_count').to_i end def completed_count=(count) Split.redis.hset(key, 'completed_count', count.to_i) end def increment_participation Split.redis.hincrby key, 'participant_count', 1 end def increment_completion Split.redis.hincrby key, 'completed_count', 1 end def control? experiment.control.name == self.name end def conversion_rate return 0 if participant_count.zero? (completed_count.to_f/participant_count.to_f) end def experiment Split::Experiment.find(experiment_name) end def z_score # CTR_E = the CTR within the experiment split # CTR_C = the CTR within the control split # E = the number of impressions within the experiment split # C = the number of impressions within the control split control = experiment.control alternative = self return 'N/A' if control.name == alternative.name ctr_e = alternative.conversion_rate ctr_c = control.conversion_rate e = alternative.participant_count c = control.participant_count return 0 if ctr_c.zero? standard_deviation = ((ctr_e / ctr_c**3) * ((e*ctr_e)+(c*ctr_c)-(ctr_c*ctr_e)*(c+e))/(c*e)) ** 0.5 z_score = ((ctr_e / ctr_c) - 1) / standard_deviation end def save Split.redis.hsetnx key, 'participant_count', 0 Split.redis.hsetnx key, 'completed_count', 0 end def reset Split.redis.hmset key, 'participant_count', 0, 'completed_count', 0 end def delete Split.redis.del(key) end def self.valid?(name) String === name || hash_with_correct_values?(name) end def self.hash_with_correct_values?(name) Hash === name && String === name.keys.first && Float(name.values.first) rescue false end private def key "#{experiment_name}:#{name}" end end end