require 'statistics2' module Reports class UserPromotions class User attr_reader :user delegate :name, :post_upload_count, :level_string, :level, :created_at, :to => :user def initialize(user) @user = user end def confidence_interval_for(n) Reports::UserPromotions.confidence_interval_for(user, n) end def deletion_confidence_interval Reports::UserPromotions.deletion_confidence_interval_for(user) end def median_score ActiveRecord::Base.select_value_sql("select percentile_cont(0.50) within group (order by score) from posts where created_at >= ? and uploader_id = ?", ::Reports::UserPromotions.min_time, user.id).to_i end def quartile_score ActiveRecord::Base.select_value_sql("select percentile_cont(0.25) within group (order by score) from posts where created_at >= ? and uploader_id = ?", ::Reports::UserPromotions.min_time, user.id).to_i end end def self.confidence_interval_for(user, n) up_votes = Post.where("created_at >= ?", min_time).where(:is_deleted => false, :uploader_id => user.id).where("score >= ?", n).count total_votes = Post.where("created_at >= ?", min_time).where(:uploader_id => user.id).count ci_lower_bound(up_votes, total_votes, 0.95) end def self.deletion_confidence_interval_for(user) deletions = Post.where(:uploader_id => user.id, :is_deleted => true).count total = Post.where(:uploader_id => user.id).count ci_lower_bound(deletions, total, 0.95) end def self.ci_lower_bound(pos, n, confidence) if n == 0 return 0 end z = Statistics2.pnormaldist(1-(1-confidence)/2) phat = 1.0*pos/n 100 * (phat + z*z/(2*n) - z * Math.sqrt((phat*(1-phat)+z*z/(4*n))/n))/(1+z*z/n) end def self.min_time 30.days.ago end def users ::User.where("users.level < ? and users.post_upload_count >= 250", ::User::Levels::CONTRIBUTOR).order("created_at desc").limit(50).map {|x| Reports::UserPromotions::User.new(x)} end end end