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sqm-dashboards/app/models/measure.rb

252 lines
9.1 KiB

# 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 parent_survey_items
@parent_survey_items ||= survey_items.parent_survey_items
end
def student_survey_items_with_sufficient_responses(school:, academic_year:)
@student_survey_items_with_sufficient_responses ||= Hash.new do |memo, (school, academic_year)|
memo[[school, academic_year]] = SurveyItem.where(id: SurveyItem.joins("inner join survey_item_responses on survey_item_responses.survey_item_id = survey_items.id")
.student_survey_items
.where("survey_item_responses.school": school,
"survey_item_responses.academic_year": academic_year,
"survey_item_responses.survey_item_id": survey_items.student_survey_items,
"survey_item_responses.grade": school.grades(academic_year:))
.group("survey_items.id")
.having("count(*) >= 10")
.count.keys)
end
@student_survey_items_with_sufficient_responses[[school, academic_year]]
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.length.positive?
end
def includes_student_survey_items?
@includes_student_survey_items ||= student_survey_items.length.positive?
end
def includes_admin_data_items?
@includes_admin_data_items ||= admin_data_items.length.positive?
end
def includes_parent_survey_items?
@includes_parent_survey_items ||= parent_survey_items.length.positive?
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.round(2)
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:).round(2) 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:).round(2) if meets_teacher_threshold
memo[[school, academic_year]] = scorify(average:, school:, academic_year:)
end
@teacher_score[[school, academic_year]]
end
def admin_score(school:, academic_year:)
@admin_score ||= Hash.new do |memo, (school, academic_year)|
meets_admin_threshold = sufficient_admin_data?(school:, academic_year:)
average = admin_data_averages(school:, academic_year:).average.round(2) if meets_admin_threshold
memo[[school, academic_year]] = scorify(average:, school:, academic_year:)
end
@admin_score[[school, academic_year]]
end
def parent_score(school:, academic_year:)
@parent_score ||= Hash.new do |memo, (school, academic_year)|
average = parent_averages(school:, academic_year:).average.round(2)
memo[[school, academic_year]] = scorify(average:, school:, academic_year:)
end
@parent_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 sufficient_admin_data?(school:, academic_year:)
any_admin_data_collected?(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 zone(school:, academic_year:)
zone_for_score(score: score(school:, academic_year:))
end
def student_zone(school:, academic_year:)
zone_for_score(score: student_score(school:, academic_year:))
end
def teacher_zone(school:, academic_year:)
zone_for_score(score: teacher_score(school:, academic_year:))
end
def admin_zone(school:, academic_year:)
zone_for_score(score: admin_score(school:, academic_year:))
end
def zone_for_score(score:)
Zones.new(watch_low_benchmark:, growth_low_benchmark:,
approval_low_benchmark:, ideal_low_benchmark:).zone_for_score(score.average)
end
def construct_id
measure_id
end
private
def any_admin_data_collected?(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
total_collected_admin_data_items.positive?
end
def sufficient_survey_responses?(school:, academic_year:)
sufficient_student_data?(school:, academic_year:) || sufficient_teacher_data?(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:)
averages = survey_items.map do |survey_item|
SurveyItemResponse.grouped_responses(school:, academic_year:)[survey_item.id]
end.remove_blanks
averages.average || 0
end
def sufficient_student_data?(school:, academic_year:)
return false unless includes_student_survey_items?
subcategory.response_rate(school:, academic_year:).meets_student_threshold?
end
def sufficient_teacher_data?(school:, academic_year:)
return false unless includes_teacher_survey_items?
subcategory.response_rate(school:, academic_year:).meets_teacher_threshold?
end
def incalculable_score(school:, academic_year:)
lacks_sufficient_survey_data = !sufficient_student_data?(school:, academic_year:) &&
!sufficient_teacher_data?(school:, academic_year:)
lacks_sufficient_survey_data && !includes_admin_data_items?
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:)
collect_survey_item_average(survey_items: teacher_survey_items, school:, academic_year:)
end
def student_average(school:, academic_year:)
survey_items = student_survey_items_with_sufficient_responses(school:, academic_year:)
collect_survey_item_average(survey_items:, school:, academic_year:)
end
def admin_data_averages(school:, academic_year:)
AdminDataValue.where(school:, academic_year:, admin_data_item: admin_data_items).pluck(:likert_score)
end
def parent_averages(school:, academic_year:)
SurveyItemResponse.where(school:, academic_year:,
survey_item_id: parent_survey_items).group(:survey_item).average(:likert_score).values
end
end