class Measure < ActiveRecord::Base belongs_to :subcategory has_one :category, through: :subcategory has_many :scales has_many :admin_data_items, through: :scales has_many :survey_items, through: :scales has_many :survey_item_responses, through: :survey_items def none_meet_threshold?(school:, academic_year:) @none_meet_threshold ||= Hash.new do |memo, (school, academic_year)| memo[[school, academic_year]] = !sufficient_survey_responses?(school:, academic_year:) end @none_meet_threshold[[school, academic_year]] end def teacher_survey_items @teacher_survey_items ||= survey_items.teacher_survey_items end def student_survey_items @student_survey_items ||= survey_items.student_survey_items end def student_survey_items_by_survey_type(school:, academic_year:) survey = Survey.where(school:, academic_year:).first return survey_items.student_survey_items.short_form_items if survey.form == 'short' survey_items.student_survey_items end def teacher_scales @teacher_scales ||= scales.teacher_scales end def student_scales @student_scales ||= scales.student_scales end def includes_teacher_survey_items? @includes_teacher_survey_items ||= teacher_survey_items.any? end def includes_student_survey_items? @includes_student_survey_items ||= student_survey_items.any? end def includes_admin_data_items? @includes_admin_data_items ||= admin_data_items.any? end def sources @sources ||= begin sources = [] sources << :admin_data if includes_admin_data_items? sources << :student_surveys if includes_student_survey_items? sources << :teacher_surveys if includes_teacher_survey_items? sources end end def score(school:, academic_year:) @score ||= Hash.new do |memo, (school, academic_year)| meets_student_threshold = sufficient_student_data?(school:, academic_year:) meets_teacher_threshold = sufficient_teacher_data?(school:, academic_year:) meets_admin_data_threshold = all_admin_data_collected?(school:, academic_year:) lacks_sufficient_survey_data = !meets_student_threshold && !meets_teacher_threshold incalculable_score = lacks_sufficient_survey_data && !includes_admin_data_items? next Score.new(nil, false, false, false) if incalculable_score scores = [] if meets_teacher_threshold scores << collect_survey_item_average(survey_items: teacher_survey_items, school:, academic_year:) end if meets_student_threshold scores << collect_survey_item_average(survey_items: student_survey_items_by_survey_type(school:, academic_year:), school:, academic_year:) end scores << collect_admin_scale_average(admin_data_items:, school:, academic_year:) if includes_admin_data_items? average = scores.flatten.compact.remove_zeros.average next Score.new(nil, false, false, false) if average.nan? memo[[school, academic_year]] = Score.new(average, meets_teacher_threshold, meets_student_threshold, meets_admin_data_threshold) end @score[[school, academic_year]] end def student_score(school:, academic_year:) @student_score ||= Hash.new do |memo, (school, academic_year)| meets_student_threshold = sufficient_student_data?(school:, academic_year:) meets_teacher_threshold = sufficient_teacher_data?(school:, academic_year:) meets_admin_data_threshold = all_admin_data_collected?(school:, academic_year:) if meets_student_threshold average = collect_survey_item_average(survey_items: student_survey_items_by_survey_type(school:, academic_year:), school:, academic_year:) end memo[[school, academic_year]] = Score.new(average, meets_teacher_threshold, meets_student_threshold, meets_admin_data_threshold) end @student_score[[school, academic_year]] end def teacher_score(school:, academic_year:) @teacher_score ||= Hash.new do |memo, (school, academic_year)| meets_student_threshold = sufficient_student_data?(school:, academic_year:) meets_teacher_threshold = sufficient_teacher_data?(school:, academic_year:) meets_admin_data_threshold = all_admin_data_collected?(school:, academic_year:) if meets_teacher_threshold average = collect_survey_item_average(survey_items: teacher_survey_items, school:, academic_year:) end memo[[school, academic_year]] = Score.new(average, meets_teacher_threshold, meets_student_threshold, meets_admin_data_threshold) end @teacher_score[[school, academic_year]] end def warning_low_benchmark 1 end def watch_low_benchmark @watch_low_benchmark ||= benchmark(:watch_low_benchmark) end def growth_low_benchmark @growth_low_benchmark ||= benchmark(:growth_low_benchmark) end def approval_low_benchmark @approval_low_benchmark ||= benchmark(:approval_low_benchmark) end def ideal_low_benchmark @ideal_low_benchmark ||= benchmark(:ideal_low_benchmark) end def all_admin_data_collected?(school:, academic_year:) @all_admin_data_collected ||= Hash.new do |memo, (school, academic_year)| total_possible_admin_data_items = scales.map { |scale| scale.admin_data_items.count }.sum total_collected_admin_data_items = scales.map do |scale| scale.admin_data_items.map do |admin_data_item| admin_data_item.admin_data_values.where(school:, academic_year:).count end end.flatten.sum memo[[school, academic_year]] = total_possible_admin_data_items == total_collected_admin_data_items end @all_admin_data_collected[[school, academic_year]] end def sufficient_survey_responses?(school:, academic_year:) @sufficient_survey_responses ||= Hash.new do |memo, (school, academic_year)| memo[[school, academic_year]] = sufficient_student_data?(school:, academic_year:) || sufficient_teacher_data?(school:, academic_year:) end @sufficient_survey_responses[[school, academic_year]] end private def collect_survey_item_average(survey_items:, school:, academic_year:) @collect_survey_item_average ||= Hash.new do |memo, (survey_items, school, academic_year)| averages = survey_items.map do |survey_item| grouped_responses(school:, academic_year:)[survey_item] || 0 end.remove_zeros memo[[survey_items, school, academic_year]] = averages.any? ? averages.average : 0 end @collect_survey_item_average[[survey_items, school, academic_year]] end def collect_admin_scale_average(admin_data_items:, school:, academic_year:) @collect_admin_scale_average ||= Hash.new do |memo, (admin_data_items, school, academic_year)| memo[[admin_data_items, school, academic_year]] = admin_data_items.map do |admin_data_item| admin_value = admin_data_item.admin_data_values.where(school:, academic_year:).first admin_value.likert_score if admin_value.present? end end @collect_admin_scale_average[[admin_data_items, school, academic_year]] end def grouped_responses(school:, academic_year:) @grouped_responses ||= Hash.new do |memo, (school, academic_year)| memo[[school, academic_year]] = SurveyItemResponse.where(school:, academic_year:).group(:survey_item).average(:likert_score) end @grouped_responses[[school, academic_year]] end def benchmark(name) averages = [] averages << student_survey_items.first.send(name) if includes_student_survey_items? averages << teacher_survey_items.first.send(name) if includes_teacher_survey_items? (averages << admin_data_items.map(&name)).flatten! if includes_admin_data_items? averages.average end def student_survey_items_have_no_responses?(school:, academic_year:) @student_survey_items_have_no_responses ||= Hash.new do |memo, (school, academic_year)| memo[[school, academic_year]] = student_scales.all? do |scale| scale.survey_item_responses.where(school:, academic_year:).none? end end @student_survey_items_have_no_responses[[school, academic_year]] end def teacher_survey_items_have_no_responses?(school:, academic_year:) @teacher_survey_items_have_no_responses ||= Hash.new do |memo, (school, academic_year)| memo[[school, academic_year]] = teacher_scales.all? do |scale| scale.survey_item_responses.where(school:, academic_year:).none? end end @teacher_survey_items_have_no_responses[[school, academic_year]] end def sufficient_student_data?(school:, academic_year:) return false unless includes_student_survey_items? return false if student_survey_items_have_no_responses?(school:, academic_year:) @sufficient_student_data ||= subcategory.student_response_rate(school:, academic_year:).meets_student_threshold? end def sufficient_teacher_data?(school:, academic_year:) return false unless includes_teacher_survey_items? return false if teacher_survey_items_have_no_responses?(school:, academic_year:) @sufficient_teacher_data ||= subcategory.teacher_response_rate(school:, academic_year:).meets_teacher_threshold? end end