# frozen_string_literal: true class Measure < ActiveRecord::Base belongs_to :subcategory, counter_cache: true 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 student_survey_items.short_form_items if survey.form == 'short' 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 << Source.new(name: :admin_data, collection: admin_data_items) if includes_admin_data_items? # sources << Source.new(name: :student_surveys, collection: student_survey_items) if includes_student_survey_items? # sources << Source.new(name: :teacher_surveys, collection: teacher_survey_items) if includes_teacher_survey_items? # sources # end # end def score(school:, academic_year:) @score ||= Hash.new do |memo, (school, academic_year)| next Score::NIL_SCORE if incalculable_score(school:, academic_year:) scores = collect_averages_for_teacher_student_and_admin_data(school:, academic_year:) average = scores.flatten.compact.remove_blanks.average next Score::NIL_SCORE if average.nan? memo[[school, academic_year]] = scorify(average:, school:, academic_year:) 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:) average = student_average(school:, academic_year:) if meets_student_threshold memo[[school, academic_year]] = scorify(average:, school:, academic_year:) end @student_score[[school, academic_year]] end def teacher_score(school:, academic_year:) @teacher_score ||= Hash.new do |memo, (school, academic_year)| meets_teacher_threshold = sufficient_teacher_data?(school:, academic_year:) average = teacher_average(school:, academic_year:) if meets_teacher_threshold memo[[school, academic_year]] = scorify(average:, school:, academic_year:) 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 private def any_admin_data_collected?(school:, academic_year:) @any_admin_data_collected ||= Hash.new do |memo, (school, academic_year)| total_collected_admin_data_items = admin_data_items.map do |admin_data_item| admin_data_item.admin_data_values.where(school:, academic_year:).count end.flatten.sum memo[[school, academic_year]] = total_collected_admin_data_items.positive? end @any_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 def scorify(average:, 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 = any_admin_data_collected?(school:, academic_year:) Score.new(average, meets_teacher_threshold, meets_student_threshold, meets_admin_data_threshold) end 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] end.remove_blanks memo[[survey_items, school, academic_year]] = 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]] = begin admin_values = AdminDataValue.where(school:, academic_year:) admin_values.map do |admin_value| admin_value.likert_score if admin_value.present? end 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 sufficient_student_data?(school:, academic_year:) false unless includes_student_survey_items? false if no_student_responses_exist?(school:, academic_year:) # this gets memoized on first run so check to make sure subcategory.response_rate(school:, academic_year:).meets_student_threshold? end def sufficient_teacher_data?(school:, academic_year:) return @sufficient_teacher_data ||= false unless includes_teacher_survey_items? return @sufficient_teacher_data ||= false if no_teacher_responses_exist?(school:, academic_year:) @sufficient_teacher_data ||= subcategory.response_rate(school:, academic_year:).meets_teacher_threshold? end def no_student_responses_exist?(school:, academic_year:) @no_student_responses_exist ||= Hash.new do |memo, (school, academic_year)| memo[[school, academic_year]] = student_survey_items_by_survey_type(school:, academic_year:).all? do |survey_item| survey_item.survey_item_responses.where(school:, academic_year:).none? end end @no_student_responses_exist[[school, academic_year]] end def no_teacher_responses_exist?(school:, academic_year:) @no_teacher_responses_exist ||= Hash.new do |memo, (school, academic_year)| memo[[school, academic_year]] = teacher_survey_items.all? do |survey_item| survey_item.survey_item_responses.where(school:, academic_year:).none? end end @no_teacher_responses_exist[[school, academic_year]] end def incalculable_score(school:, academic_year:) @incalculable_score ||= Hash.new do |memo, (school, academic_year)| lacks_sufficient_survey_data = !sufficient_student_data?(school:, academic_year:) && !sufficient_teacher_data?(school:, academic_year:) memo[[school, academic_year]] = lacks_sufficient_survey_data && !includes_admin_data_items? end @incalculable_score[[school, academic_year]] end def collect_averages_for_teacher_student_and_admin_data(school:, academic_year:) scores = [] scores << teacher_average(school:, academic_year:) if sufficient_teacher_data?(school:, academic_year:) scores << student_average(school:, academic_year:) if sufficient_student_data?(school:, academic_year:) scores << admin_data_averages(school:, academic_year:) if includes_admin_data_items? scores end def teacher_average(school:, academic_year:) @teacher_average ||= Hash.new do |memo, (school, academic_year)| memo[[school, academic_year]] = collect_survey_item_average(survey_items: teacher_survey_items, school:, academic_year:) end @teacher_average[[school, academic_year]] end def student_average(school:, academic_year:) @student_average ||= Hash.new do |memo, (school, academic_year)| survey_items = student_survey_items_by_survey_type(school:, academic_year:) memo[[school, academic_year]] = collect_survey_item_average(survey_items:, school:, academic_year:) end @student_average[[school, academic_year]] end def admin_data_averages(school:, academic_year:) @admin_data_averages ||= Hash.new do |memo, (school, academic_year)| memo[[school, academic_year]] = collect_admin_scale_average(admin_data_items:, school:, academic_year:) end @admin_data_averages[[school, academic_year]] end end