class SocioEconomicCalculator def self.update_socio_economic_scores parent_list = [].tap do |list| Parent.includes(:employments, :benefit, :education).all.each do |parent| parent.socio_economic_status = if has_all_socio_economic_data?(parent:) socio_economic_score(parent.education, parent.benefit, parent.employments) else -1 end list << parent end end Parent.import( parent_list, batch_size: 500, on_duplicate_key_update: :all ) end def self.has_all_socio_economic_data?(parent:) parent.education.present? && parent.education.designation != "Unknown" && parent.benefit.present? && parent.benefit.designation != "Unknown" && parent.employments.any? && parent.employments.any? { |employment| employment.designation != "Unknown" } end def self.socio_economic_score(education, benefits, employment) return -1 if education.designation == "Unknown" || benefits.designation == "Unknown" || employment.empty? || employment.all? { |employment| employment.designation == "Unknown" } # Calculate the total points from employment, education, and benefits # Assuming each of these has a method `points` that returns a numeric value # If any of these are nil, we treat them as 0 points # Clamp the total points to be between 0 and 1 employment_points = employment.map(&:points).sum.clamp(0, 1) ed_points = education&.points || 0 benefits_points = benefits&.points || 0 ed_points + benefits_points + employment_points end end