Add Overall Response Rate

app/assets/stylesheets/partials/_overview.scss

@@ -89,6 +89,26 @@
   width: 20px;
 }
 
+.overall-response-rate-row {
+  width: 55%;
+  display: flex;
+  flex-direction: row;
+  justify-content: space-between;
+  margin-top: -23px;
+}
+
+.overall-response-rate-container {
+  padding: 0.4em 0.7em;
+  width: 48%;
+  display: flex;
+  justify-content: space-between;
+  align-items: center;
+  color: $gray-1;
+  @extend .bg-color-gray-3;
+  @extend .border-radius-8;
+  @extend .font-size-14
+}
+
 @media only screen and (min-width: 768px){
 .measure-row-label {
   width: 170px;

app/controllers/overview_controller.rb

@@ -7,6 +7,10 @@ class OverviewController < SqmApplicationController
   def index
     @variance_chart_row_presenters = measures.map(&method(:presenter_for_measure))
     @category_presenters = Category.sorted.map { |category| CategoryPresenter.new(category:) }
+    @student_response_rate_presenter = ResponseRatePresenter.new(focus: :student, school: @school,
+      academic_year: @academic_year)
+    @teacher_response_rate_presenter = ResponseRatePresenter.new(focus: :teacher, school: @school,
+      academic_year: @academic_year)
   end
 
   private

app/presenters/response_rate_presenter.rb

@@ -0,0 +1,45 @@
+class ResponseRatePresenter
+  attr_reader :focus, :academic_year, :school, :survey_items
+
+  def initialize(focus:, academic_year:, school:)
+    @focus = focus
+    @academic_year = academic_year
+    @school = school
+    @survey_items = SurveyItem.student_survey_items if focus == :student
+    @survey_items = SurveyItem.teacher_survey_items if focus == :teacher
+  end
+
+  def date
+    SurveyItemResponse.where(survey_item: survey_items, school:).order(updated_at: :DESC).first&.updated_at || Date.new
+  end
+
+  def percentage
+    cap_at_100(actual_count.to_f / respondents_count.to_f * 100).round
+  end
+
+  def color
+    # Problem: the color (either $gold or $purple) is determined by the scss variable, but the
+    # percentage is decided by the presenter. Therefore the class style must be generated
+    # within this file and not the scss file.
+    # TODO: Fix this.
+    percentage > 75 ? "#49416D" : "#FFC857"
+  end
+
+  private
+
+  def cap_at_100(value)
+    value > 100 ? 100 : value
+  end
+
+  def actual_count
+    SurveyItemResponse.where(school:, academic_year:,
+                             survey_item: survey_items).select(:response_id).distinct.count
+  end
+
+  def respondents_count
+    respondents = Respondent.find_by(school:, academic_year:)
+    count = respondents.total_students if focus == :student
+    count = respondents.total_teachers if focus == :teacher
+    count
+  end
+end

app/services/survey_responses_data_loader.rb

@@ -68,7 +68,7 @@ class SurveyResponsesDataLoader
       likert_score = row.likert_score(survey_item_id: survey_item.survey_item_id) || next
 
       unless likert_score.valid_likert_score?
-        puts "Response ID: #{row.response_id}, Likert score: #{likert_score} rejected" unless likert_score == 'NA'
+        puts "Response ID: #{row.response_id}, Likert score: #{likert_score} rejected" unless likert_score == "NA"
         next
       end
       response = row.survey_item_response(survey_item:)
@@ -96,7 +96,7 @@ class SurveyResponsesDataLoader
   def self.get_survey_item_ids_from_headers(headers:)
     CSV.parse(headers).first
        .filter(&:present?)
-       .filter { |header| header.start_with? 't-', 's-' }
+       .filter { |header| header.start_with? "t-", "s-" }
   end
 
   private_class_method :process_row

app/views/overview/_response_rate.html.erb

@@ -0,0 +1,8 @@
+<div class="overall-response-rate-container">
+  <div>Response Rates as of <%= response_rate_presenter.date.to_date.strftime("%m/%d/%y") %> </div>
+  <div style="display: flex; justify-content:space-between; width: 100px;">
+  <div><%= response_rate_presenter.focus.capitalize %> </div>
+  <%= render partial: "response_rate_graphic", locals: {response_rate_presenter: response_rate_presenter}, cached: true %>
+  <div><%= response_rate_presenter.percentage %>% </div>
+  </div>
+</div>

app/views/overview/_response_rate_graphic.html.erb

@@ -0,0 +1,35 @@
+<style>
+/*
+    For some reason, none of the sizing in the pie class works, and it always
+    fills 100% of the containing frame, so the size has to be dictated by .prog
+*/
+.prog {
+    width: 16px;
+    height: 16px;
+    position: relative;
+    border: 1px solid black;
+    border-radius: 50%;
+    margin-top: 0.2em;
+}
+.pie {
+    aspect-ratio: 1;
+    display: inline-grid;
+    place-content: center;
+    margin: 5px;
+    font-size: 25px;
+    font-weight: bold;
+    font-family: sans-serif;
+}
+
+#response-rate-pie-<%= response_rate_presenter.focus %>:before{
+  content: "";
+  position: absolute;
+  border-radius: 50%;
+  inset: 0;
+  background: conic-gradient(<%= response_rate_presenter.color %> calc(<%= response_rate_presenter.percentage %>*1%),#0000 0);
+}
+</style>
+
+<div class="prog">
+    <div id="response-rate-pie-<%= response_rate_presenter.focus %>" class="pie"></div>
+</div>

app/views/overview/index.html.erb

@@ -81,6 +81,12 @@
         </div>
       </div>
       <%= render partial: "quality_framework_indicators", locals: { category_presenters: @category_presenters }, cached: true %>
+
+      <div class="overall-response-rate-row">
+        <%= render partial: "response_rate", locals: {response_rate_presenter: @student_response_rate_presenter}, cached: true %>
+        <%= render partial: "response_rate", locals: {response_rate_presenter: @teacher_response_rate_presenter}, cached: true %>
+      </div>
+
     </div>
     <div class="card">
       <h2 class="sub-header-2 mb-4">Distance From Benchmark</h2>

spec/fixtures/test_2020-21_student_survey_responses.csv

@@ -6,4 +6,3 @@ Start Date,End Date,Response Type,IP Address,Progress,Duration (in seconds),Fini
 2021-03-31 9:51:39,2021-03-31 10:01:36,0,73.47.153.77,100,596,1,2021-03-31T10:01:36,student_survey_response_5,567890,,,,,42.65820313,-71.30580139,anonymous,EN,3,2,1500505,6,15,109,3710,7,1,,2,2,2,,,,,,,,,,3,3,4,3,3,3,3,4,3,4,3,4,4,5,4,3,4,3,5,2,2,3,,,,,,,,,,,,1,,2,5,1,3,3,2,4,3,5,4,,,,,,,,,,,,5,4,3,4,4,4,4,4,4,,,,,,,2,,2,,EN,,,Social Studies teacher,,"1,2,3,4,5,8,6,7",888,7,4,Free Lunch,Economically Disadvantaged – Y
 2021-03-31 9:51:39,2021-03-31 10:01:36,0,73.47.153.77,100,596,1,2021-03-31T10:01:36,student_survey_response_6,,,,,,42.65820313,-71.30580139,anonymous,EN,3,2,1500505,6,15,109,3710,7,1,,2,2,2,,,,,,,,,,3,3,4,3,3,3,3,4,3,4,3,4,4,5,4,3,4,3,5,2,2,3,,,,,,,,,,,,1,,2,5,1,3,3,2,4,3,5,4,,,,,,,,,,,,5,4,3,4,4,4,4,4,4,,,,,,,2,,2,,EN,,,Social Studies teacher,,"1,2,3,4,5,8",888,3,NA,Not Eligible,Economically Disadvantaged – N
 2021-03-31 9:51:39,2021-03-31 10:01:36,0,73.47.153.77,100,596,1,2021-03-31T10:01:36,student_survey_response_7,,,,,,42.65820313,-71.30580139,anonymous,EN,3,2,1500505,6,15,109,3710,7,1,,2,2,2,,,,,,,,,,3,3,4,3,3,3,3,4,3,4,3,4,4,5,4,3,4,3,5,2,2,3,,,,,,,,,,,,1,,2,5,1,3,3,2,4,3,5,4,,,,,,,,,,,,5,4,3,4,4,4,4,4,4,,,,,,,2,,2,,EN,,,Social Studies teacher,,,,4,,Reduced Lunch,Economically Disadvantaged – Y
-,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"1,2,3,4,5,8",,,,,

spec/presenters/response_rate_presenter_spec.rb

@@ -0,0 +1,160 @@
+require "rails_helper"
+
+describe ResponseRatePresenter do
+  let(:academic_year) { create(:academic_year, range: "2022-23") }
+  let(:school) { create(:school, name: "A school") }
+  let(:respondents) { create(:respondent, school:, academic_year:, total_students: 40, total_teachers: 40) }
+  let(:wrong_school) { create(:school, name: "Wrong school") }
+  let(:wrong_academic_year) { create(:academic_year) }
+  let(:wrong_respondents) do
+    create(:respondent, school: wrong_school, academic_year: wrong_academic_year, total_students: 40,
+                        total_teachers: 40)
+  end
+
+  let(:student_survey_item) { create(:student_survey_item) }
+  let(:teacher_survey_item) { create(:teacher_survey_item) }
+  let(:oldest_student_survey_response) do
+    create(:survey_item_response, school:, academic_year:, survey_item: student_survey_item)
+  end
+  let(:newest_student_survey_response) do
+    create(:survey_item_response, school:, academic_year:, survey_item: student_survey_item)
+  end
+  let(:oldest_teacher_survey_response) do
+    create(:survey_item_response, school:, academic_year:, survey_item: teacher_survey_item)
+  end
+  let(:newest_teacher_survey_response) do
+    create(:survey_item_response, school:, academic_year:, survey_item: teacher_survey_item)
+  end
+
+  let(:wrong_student_survey_response) do
+    create(:survey_item_response, school: wrong_school, academic_year: wrong_academic_year,
+                                  survey_item: student_survey_item)
+  end
+  let(:wrong_teacher_survey_response) do
+    create(:survey_item_response, school: wrong_school, academic_year: wrong_academic_year,
+                                  survey_item: teacher_survey_item)
+  end
+
+  context ".date" do
+    context "when focus is student" do
+      before :each do
+        oldest_student_survey_response
+        newest_student_survey_response
+        wrong_student_survey_response
+        wrong_teacher_survey_response
+      end
+
+      it "ignores all teacher items and only gets the modified date of the last student item" do
+        rdate = ResponseRatePresenter.new(focus: :student, academic_year:, school:).date
+        expect(rdate).to eq(newest_student_survey_response.updated_at)
+      end
+    end
+    context "when focus is teacher" do
+      before :each do
+        oldest_teacher_survey_response
+        newest_teacher_survey_response
+        wrong_student_survey_response
+        wrong_teacher_survey_response
+      end
+
+      it "ignores all student responses and only gets the modified date of the last teacher item" do
+        rdate = ResponseRatePresenter.new(focus: :teacher, academic_year:, school:).date
+        expect(rdate).to eq(newest_teacher_survey_response.updated_at)
+      end
+    end
+  end
+
+  context ".percentage" do
+    before :each do
+      respondents
+      wrong_respondents
+    end
+    context "when no survey responses are found for a school" do
+      it "returns a response rate of 0" do
+        rdate = ResponseRatePresenter.new(focus: :teacher, academic_year:, school:).percentage
+        expect(rdate).to eq(0)
+      end
+    end
+
+    context "when there all possible teacher respondents answered questions" do
+      before :each do
+        create_list(:survey_item_response, 40, school:, academic_year:,
+                                               survey_item: teacher_survey_item)
+      end
+
+      it "returns a response rate of 100" do
+        rdate = ResponseRatePresenter.new(focus: :teacher, academic_year:, school:).percentage
+        expect(rdate).to eq(100)
+      end
+    end
+
+    context "when more teachers responded than staff the school" do
+      before :each do
+        create_list(:survey_item_response, 80, school:, academic_year:,
+                                               survey_item: teacher_survey_item)
+      end
+
+      it "returns a response rate of 100" do
+        rdate = ResponseRatePresenter.new(focus: :teacher, academic_year:, school:).percentage
+        expect(rdate).to eq(100)
+      end
+    end
+
+    context "when three quarters of the teachers responded to the survey" do
+      before :each do
+        create_list(:survey_item_response, 30, school:, academic_year:,
+                                               survey_item: teacher_survey_item)
+      end
+
+      it "returns a response rate of 75" do
+        rdate = ResponseRatePresenter.new(focus: :teacher, academic_year:, school:).percentage
+        expect(rdate).to eq(75)
+      end
+    end
+    context "when one quarter of the teachers responded to the survey" do
+      before :each do
+        create_list(:survey_item_response, 10, school:, academic_year:,
+                                               survey_item: teacher_survey_item)
+      end
+
+      it "returns a response rate of 25" do
+        rdate = ResponseRatePresenter.new(focus: :teacher, academic_year:, school:).percentage
+        expect(rdate).to eq(25)
+      end
+    end
+    context "When the percentage is not a round number" do
+      before :each do
+        create_list(:survey_item_response, 9, school:, academic_year:,
+                                              survey_item: teacher_survey_item)
+      end
+
+      it "its rounded to the nearest integer" do
+        rdate = ResponseRatePresenter.new(focus: :teacher, academic_year:, school:).percentage
+        expect(rdate).to eq(23)
+      end
+    end
+
+    context "when there all possible student respondents answered questions" do
+      before :each do
+        create_list(:survey_item_response, 40, school:, academic_year:,
+                                               survey_item: student_survey_item)
+      end
+
+      it "returns a response rate of 100" do
+        rdate = ResponseRatePresenter.new(focus: :student, academic_year:, school:).percentage
+        expect(rdate).to eq(100)
+      end
+    end
+    context "when half of all students responded" do
+      before :each do
+        create_list(:survey_item_response, 20, school:, academic_year:,
+                                               survey_item: student_survey_item)
+      end
+
+      it "returns a response rate of 50" do
+        rdate = ResponseRatePresenter.new(focus: :student, academic_year:, school:).percentage
+        expect(rdate).to eq(50)
+      end
+    end
+  end
+end

spec/services/cleaner_spec.rb

@@ -1,46 +1,46 @@
-require 'rails_helper'
-require 'fileutils'
+require "rails_helper"
+require "fileutils"
 
 RSpec.describe Cleaner do
-  let(:district) { create(:district, name: 'Maynard Public Schools') }
-  let(:second_district) { create(:district, name: 'District2') }
+  let(:district) { create(:district, name: "Maynard Public Schools") }
+  let(:second_district) { create(:district, name: "District2") }
   let(:school) { create(:school, dese_id: 1_740_505, district:) }
   let(:second_school) { create(:school, dese_id: 1_740_305, district:) }
   let(:third_school) { create(:school, dese_id: 222_222, district: second_district) }
 
-  let(:academic_year) { create(:academic_year, range: '2022-23') }
+  let(:academic_year) { create(:academic_year, range: "2022-23") }
   let(:respondents) do
     create(:respondent, school:, academic_year:, one: 0, nine: 40, ten: 40, eleven: 40, twelve: 40)
     create(:respondent, school: second_school, academic_year:, one: 0, four: 40, five: 40, six: 40, seven: 40,
                         eight: 40)
   end
-  let(:recorded_date) { '2023-04-01' }
+  let(:recorded_date) { "2023-04-01" }
   let(:input_filepath) do
-    Rails.root.join('spec', 'fixtures', 'raw')
+    Rails.root.join("spec", "fixtures", "raw")
   end
 
   let(:output_filepath) do
-    Rails.root.join('tmp', 'spec', 'clean')
+    Rails.root.join("tmp", "spec", "clean")
   end
 
   let(:log_filepath) do
-    Rails.root.join('tmp', 'spec', 'removed')
+    Rails.root.join("tmp", "spec", "removed")
   end
 
   let(:disaggregation_filepath) do
-    Rails.root.join('spec', 'fixtures', 'disaggregation')
+    Rails.root.join("spec", "fixtures", "disaggregation")
   end
 
   let(:path_to_sample_disaggregation_file) do
-    File.open(Rails.root.join('spec', 'fixtures', 'disaggregation', 'sample_maynard_disaggregation_data.csv'))
+    File.open(Rails.root.join("spec", "fixtures", "disaggregation", "sample_maynard_disaggregation_data.csv"))
   end
 
   let(:path_to_sample_raw_file) do
-    File.open(Rails.root.join('spec', 'fixtures', 'raw', 'sample_maynard_raw_student_survey.csv'))
+    File.open(Rails.root.join("spec", "fixtures", "raw", "sample_maynard_raw_student_survey.csv"))
   end
 
   let(:common_headers) do
-    ['Recorded Date', 'DeseID', 'ResponseID']
+    ["Recorded Date", "Dese ID", "ResponseID"]
   end
 
   let(:standard_survey_items) do
@@ -58,16 +58,16 @@ RSpec.describe Cleaner do
   end
 
   let(:short_form_survey_items) do
-    ([create(:survey_item, survey_item_id: 's-phys-q1', on_short_form: true),
-      create(:survey_item, survey_item_id: 's-phys-q2', on_short_form: true),
-      create(:survey_item, survey_item_id: 's-phys-q3',
+    ([create(:survey_item, survey_item_id: "s-phys-q1", on_short_form: true),
+      create(:survey_item, survey_item_id: "s-phys-q2", on_short_form: true),
+      create(:survey_item, survey_item_id: "s-phys-q3",
                            on_short_form: true)].map(&:survey_item_id) << common_headers).flatten
   end
 
   let(:early_education_survey_items) do
-    ([create(:survey_item, survey_item_id: 's-emsa-es1'),
-      create(:survey_item, survey_item_id: 's-emsa-es2'),
-      create(:survey_item, survey_item_id: 's-emsa-es3')].map(&:survey_item_id) << common_headers).flatten
+    ([create(:survey_item, survey_item_id: "s-emsa-es1"),
+      create(:survey_item, survey_item_id: "s-emsa-es2"),
+      create(:survey_item, survey_item_id: "s-emsa-es3")].map(&:survey_item_id) << common_headers).flatten
   end
 
   let(:teacher_survey_items) do
@@ -97,20 +97,20 @@ RSpec.describe Cleaner do
     respondents
   end
 
-  context 'Creating a new Cleaner' do
-    it 'creates a directory for the clean data' do
+  context "Creating a new Cleaner" do
+    it "creates a directory for the clean data" do
       Cleaner.new(input_filepath:, output_filepath:, log_filepath:, disaggregation_filepath:).clean
       expect(output_filepath).to exist
     end
 
-    it 'creates a directory for the removed data' do
+    it "creates a directory for the removed data" do
       Cleaner.new(input_filepath:, output_filepath:, log_filepath:, disaggregation_filepath:).clean
       expect(log_filepath).to exist
     end
   end
 
-  context '.process_raw_file' do
-    it 'sorts data into valid and invalid csvs' do
+  context ".process_raw_file" do
+    it "sorts data into valid and invalid csvs" do
       cleaner = Cleaner.new(input_filepath:, output_filepath:, log_filepath:, disaggregation_filepath:)
       processed_data = cleaner.process_raw_file(
         file: path_to_sample_raw_file, disaggregation_data: cleaner.disaggregation_data
@@ -141,85 +141,85 @@ RSpec.describe Cleaner do
       invalid_rows_are_rejected_for_the_correct_reasons(data)
     end
 
-    it 'adds dissaggregation data to the cleaned file ' do
+    it "adds dissaggregation data to the cleaned file " do
       cleaner = Cleaner.new(input_filepath:, output_filepath:, log_filepath:, disaggregation_filepath:)
       processed_data = cleaner.process_raw_file(
         file: path_to_sample_raw_file, disaggregation_data: cleaner.disaggregation_data
       )
       processed_data in [headers, clean_csv, log_csv, data]
-      expect(clean_csv.second.last).to eq 'Economically Disadvantaged - Y'
+      expect(clean_csv.second.last).to eq "Economically Disadvantaged - Y"
 
-      one_thousand = data.find { |row| row.response_id == '1000' }
-      expect(one_thousand.income).to eq 'Economically Disadvantaged - Y'
+      one_thousand = data.find { |row| row.response_id == "1000" }
+      expect(one_thousand.income).to eq "Economically Disadvantaged - Y"
 
-      one_thousand_one = data.find { |row| row.response_id == '1001' }
-      expect(one_thousand_one.income).to eq 'Economically Disadvantaged - N'
+      one_thousand_one = data.find { |row| row.response_id == "1001" }
+      expect(one_thousand_one.income).to eq "Economically Disadvantaged - N"
     end
   end
 
-  context '.filename' do
-    context 'defines a filename in the format:  [district].[early_ed/short_form/standard/teacher].[year as 2022-23]' do
-      context 'when the file is based on standard survey items' do
-        it 'adds the survey type as standard to the filename' do
+  context ".filename" do
+    context "defines a filename in the format:  [district].[early_ed/short_form/standard/teacher].[year as 2022-23]" do
+      context "when the file is based on standard survey items" do
+        it "adds the survey type as standard to the filename" do
           survey_items = SurveyItem.where(survey_item_id: standard_survey_items)
 
-          data = [SurveyItemValues.new(row: { 'Recorded Date' => recorded_date, 'Dese ID' => '1_740_505' }, headers: standard_survey_items, genders: nil, survey_items:,
+          data = [SurveyItemValues.new(row: { "Recorded Date" => recorded_date, "Dese ID" => "1_740_505" }, headers: standard_survey_items, genders: nil, survey_items:,
                                        schools: School.school_hash)]
           filename = Cleaner.new(input_filepath:, output_filepath:, log_filepath:, disaggregation_filepath:).filename(
             headers: standard_survey_items, data:
           )
-          expect(filename).to eq 'maynard.standard.2022-23.csv'
+          expect(filename).to eq "maynard.standard.2022-23.csv"
         end
 
-        context 'when the file is based on short form survey items' do
-          it 'adds the survey type as short form to the filename' do
+        context "when the file is based on short form survey items" do
+          it "adds the survey type as short form to the filename" do
             survey_items = SurveyItem.where(survey_item_id: short_form_survey_items)
 
-            data = [SurveyItemValues.new(row: { 'Recorded Date' => recorded_date, 'Dese ID' => '1_740_505' }, headers: short_form_survey_items, genders: nil, survey_items:,
+            data = [SurveyItemValues.new(row: { "Recorded Date" => recorded_date, "Dese ID" => "1_740_505" }, headers: short_form_survey_items, genders: nil, survey_items:,
                                          schools: School.school_hash)]
             filename = Cleaner.new(input_filepath:, output_filepath:, log_filepath:, disaggregation_filepath:).filename(
               headers: short_form_survey_items, data:
             )
-            expect(filename).to eq 'maynard.short_form.2022-23.csv'
+            expect(filename).to eq "maynard.short_form.2022-23.csv"
           end
         end
 
-        context 'when the file is based on early education survey items' do
-          it 'adds the survey type as early education to the filename' do
+        context "when the file is based on early education survey items" do
+          it "adds the survey type as early education to the filename" do
             survey_items = SurveyItem.where(survey_item_id: early_education_survey_items)
 
-            data = [SurveyItemValues.new(row: { 'Recorded Date' => recorded_date, 'Dese ID' => '1_740_505' }, headers: early_education_survey_items, genders: nil, survey_items:,
+            data = [SurveyItemValues.new(row: { "Recorded Date" => recorded_date, "Dese ID" => "1_740_505" }, headers: early_education_survey_items, genders: nil, survey_items:,
                                          schools: School.school_hash)]
             filename = Cleaner.new(input_filepath:, output_filepath:, log_filepath:, disaggregation_filepath:).filename(
               headers: early_education_survey_items, data:
             )
-            expect(filename).to eq 'maynard.early_education.2022-23.csv'
+            expect(filename).to eq "maynard.early_education.2022-23.csv"
           end
         end
-        context 'when the file is based on teacher survey items' do
-          it 'adds the survey type as teacher to the filename' do
+        context "when the file is based on teacher survey items" do
+          it "adds the survey type as teacher to the filename" do
             survey_items = SurveyItem.where(survey_item_id: teacher_survey_items)
 
-            data = [SurveyItemValues.new(row: { 'Recorded Date' => recorded_date, 'Dese ID' => '1_740_505' }, headers: teacher_survey_items, genders: nil, survey_items:,
+            data = [SurveyItemValues.new(row: { "Recorded Date" => recorded_date, "Dese ID" => "1_740_505" }, headers: teacher_survey_items, genders: nil, survey_items:,
                                          schools: School.school_hash)]
             filename = Cleaner.new(input_filepath:, output_filepath:, log_filepath:, disaggregation_filepath:).filename(
               headers: teacher_survey_items, data:
             )
-            expect(filename).to eq 'maynard.teacher.2022-23.csv'
+            expect(filename).to eq "maynard.teacher.2022-23.csv"
           end
         end
 
-        context 'when there is more than one district' do
-          it 'adds all districts to the filename' do
+        context "when there is more than one district" do
+          it "adds all districts to the filename" do
             survey_items = SurveyItem.where(survey_item_id: teacher_survey_items)
 
-            data = [SurveyItemValues.new(row: { 'Recorded Date' => recorded_date, 'Dese ID' => '1_740_505' }, headers: teacher_survey_items, genders: nil, survey_items:, schools: School.school_hash),
-                    SurveyItemValues.new(row: { 'Recorded Date' => recorded_date, 'Dese ID' => '222_222' },
+            data = [SurveyItemValues.new(row: { "Recorded Date" => recorded_date, "Dese ID" => "1_740_505" }, headers: teacher_survey_items, genders: nil, survey_items:, schools: School.school_hash),
+                    SurveyItemValues.new(row: { "Recorded Date" => recorded_date, "Dese ID" => "222_222" },
                                          headers: teacher_survey_items, genders: nil, survey_items:, schools: School.school_hash)]
             filename = Cleaner.new(input_filepath:, output_filepath:, log_filepath:, disaggregation_filepath:).filename(
               headers: teacher_survey_items, data:
             )
-            expect(filename).to eq 'maynard.district2.teacher.2022-23.csv'
+            expect(filename).to eq "maynard.district2.teacher.2022-23.csv"
           end
         end
       end
@@ -229,90 +229,90 @@ end
 
 def reads_headers_from_raw_csv(processed_data)
   processed_data in [headers, clean_csv, log_csv, data]
-  expect(headers).to eq ['StartDate', 'EndDate', 'Status', 'IPAddress', 'Progress', 'Duration (in seconds)',
-                         'Finished', 'RecordedDate', 'ResponseId', 'District', 'School',
-                         'LASID', 'Gender', 'Race', 'What grade are you in?', 's-emsa-q1', 's-emsa-q2', 's-emsa-q3', 's-tint-q1',
-                         's-tint-q2', 's-tint-q3', 's-tint-q4', 's-tint-q5', 's-acpr-q1', 's-acpr-q2',
-                         's-acpr-q3', 's-acpr-q4', 's-cure-q1', 's-cure-q2', 's-cure-q3', 's-cure-q4', 's-sten-q1', 's-sten-q2',
-                         's-sten-q3', 's-sper-q1', 's-sper-q2', 's-sper-q3', 's-sper-q4', 's-civp-q1', 's-civp-q2', 's-civp-q3',
-                         's-civp-q4', 's-grmi-q1', 's-grmi-q2', 's-grmi-q3', 's-grmi-q4', 's-appa-q1', 's-appa-q2', 's-appa-q3',
-                         's-peff-q1', 's-peff-q2', 's-peff-q3', 's-peff-q4', 's-peff-q5', 's-peff-q6', 's-sbel-q1', 's-sbel-q2',
-                         's-sbel-q3', 's-sbel-q4', 's-sbel-q5', 's-phys-q1', 's-phys-q2', 's-phys-q3', 's-phys-q4', 's-vale-q1',
-                         's-vale-q2', 's-vale-q3', 's-vale-q4', 's-acst-q1', 's-acst-q2', 's-acst-q3', 's-sust-q1', 's-sust-q2',
-                         's-grit-q1', 's-grit-q2', 's-grit-q3', 's-grit-q4', 's-expa-q1', 's-poaf-q1', 's-poaf-q2', 's-poaf-q3',
-                         's-poaf-q4', 's-tint-q1-1', 's-tint-q2-1', 's-tint-q3-1', 's-tint-q4-1', 's-tint-q5-1', 's-acpr-q1-1',
-                         's-acpr-q2-1', 's-acpr-q3-1', 's-acpr-q4-1', 's-peff-q1-1', 's-peff-q2-1', 's-peff-q3-1', 's-peff-q4-1',
-                         's-peff-q5-1', 's-peff-q6-1', 'Raw Income', 'Income']
+  expect(headers).to eq ["StartDate", "EndDate", "Status", "IPAddress", "Progress", "Duration (in seconds)",
+                         "Finished", "RecordedDate", "ResponseId", "District", "School",
+                         "LASID", "Gender", "Race", "What grade are you in?", "s-emsa-q1", "s-emsa-q2", "s-emsa-q3", "s-tint-q1",
+                         "s-tint-q2", "s-tint-q3", "s-tint-q4", "s-tint-q5", "s-acpr-q1", "s-acpr-q2",
+                         "s-acpr-q3", "s-acpr-q4", "s-cure-q1", "s-cure-q2", "s-cure-q3", "s-cure-q4", "s-sten-q1", "s-sten-q2",
+                         "s-sten-q3", "s-sper-q1", "s-sper-q2", "s-sper-q3", "s-sper-q4", "s-civp-q1", "s-civp-q2", "s-civp-q3",
+                         "s-civp-q4", "s-grmi-q1", "s-grmi-q2", "s-grmi-q3", "s-grmi-q4", "s-appa-q1", "s-appa-q2", "s-appa-q3",
+                         "s-peff-q1", "s-peff-q2", "s-peff-q3", "s-peff-q4", "s-peff-q5", "s-peff-q6", "s-sbel-q1", "s-sbel-q2",
+                         "s-sbel-q3", "s-sbel-q4", "s-sbel-q5", "s-phys-q1", "s-phys-q2", "s-phys-q3", "s-phys-q4", "s-vale-q1",
+                         "s-vale-q2", "s-vale-q3", "s-vale-q4", "s-acst-q1", "s-acst-q2", "s-acst-q3", "s-sust-q1", "s-sust-q2",
+                         "s-grit-q1", "s-grit-q2", "s-grit-q3", "s-grit-q4", "s-expa-q1", "s-poaf-q1", "s-poaf-q2", "s-poaf-q3",
+                         "s-poaf-q4", "s-tint-q1-1", "s-tint-q2-1", "s-tint-q3-1", "s-tint-q4-1", "s-tint-q5-1", "s-acpr-q1-1",
+                         "s-acpr-q2-1", "s-acpr-q3-1", "s-acpr-q4-1", "s-peff-q1-1", "s-peff-q2-1", "s-peff-q3-1", "s-peff-q4-1",
+                         "s-peff-q5-1", "s-peff-q6-1", "Raw Income", "Income"]
 end
 
 def invalid_rows_are_rejected_for_the_correct_reasons(data)
-  one_thousand_two = data.find { |row| row.response_id == '1002' }
+  one_thousand_two = data.find { |row| row.response_id == "1002" }
   expect(one_thousand_two.valid_progress?).to eq false
   expect(one_thousand_two.valid_duration?).to eq true
   expect(one_thousand_two.valid_grade?).to eq true
   expect(one_thousand_two.valid_sd?).to eq true
 
-  one_thousand_three = data.find { |row| row.response_id == '1003' }
+  one_thousand_three = data.find { |row| row.response_id == "1003" }
   expect(one_thousand_three.valid_progress?).to eq false
   expect(one_thousand_three.valid_duration?).to eq true
   expect(one_thousand_three.valid_grade?).to eq true
   expect(one_thousand_three.valid_sd?).to eq true
 
-  one_thousand_six = data.find { |row| row.response_id == '1006' }
+  one_thousand_six = data.find { |row| row.response_id == "1006" }
   expect(one_thousand_six.valid_progress?).to eq true
   expect(one_thousand_six.valid_duration?).to eq false
   expect(one_thousand_six.valid_grade?).to eq true
   expect(one_thousand_six.valid_sd?).to eq true
 
-  one_thousand_seven = data.find { |row| row.response_id == '1007' }
+  one_thousand_seven = data.find { |row| row.response_id == "1007" }
   expect(one_thousand_seven.valid_progress?).to eq true
   expect(one_thousand_seven.valid_duration?).to eq false
   expect(one_thousand_seven.valid_grade?).to eq true
   expect(one_thousand_seven.valid_sd?).to eq true
 
-  one_thousand_seven = data.find { |row| row.response_id == '1007' }
+  one_thousand_seven = data.find { |row| row.response_id == "1007" }
   expect(one_thousand_seven.valid_progress?).to eq true
   expect(one_thousand_seven.valid_duration?).to eq false
   expect(one_thousand_seven.valid_grade?).to eq true
   expect(one_thousand_seven.valid_sd?).to eq true
 
-  one_thousand_nine = data.find { |row| row.response_id == '1009' }
+  one_thousand_nine = data.find { |row| row.response_id == "1009" }
   expect(one_thousand_nine.valid_progress?).to eq true
   expect(one_thousand_nine.valid_duration?).to eq true
   expect(one_thousand_nine.valid_grade?).to eq false
   expect(one_thousand_nine.valid_sd?).to eq true
 
-  one_thousand_ten = data.find { |row| row.response_id == '1010' }
+  one_thousand_ten = data.find { |row| row.response_id == "1010" }
   expect(one_thousand_ten.valid_progress?).to eq true
   expect(one_thousand_ten.valid_duration?).to eq true
   expect(one_thousand_ten.valid_grade?).to eq false
   expect(one_thousand_ten.valid_sd?).to eq true
 
-  one_thousand_eleven = data.find { |row| row.response_id == '1011' }
+  one_thousand_eleven = data.find { |row| row.response_id == "1011" }
   expect(one_thousand_eleven.valid_progress?).to eq true
   expect(one_thousand_eleven.valid_duration?).to eq true
   expect(one_thousand_eleven.valid_grade?).to eq false
   expect(one_thousand_eleven.valid_sd?).to eq true
 
-  one_thousand_twenty_two = data.find { |row| row.response_id == '1022' }
+  one_thousand_twenty_two = data.find { |row| row.response_id == "1022" }
   expect(one_thousand_twenty_two.valid_progress?).to eq true
   expect(one_thousand_twenty_two.valid_duration?).to eq true
   expect(one_thousand_twenty_two.valid_grade?).to eq false
   expect(one_thousand_twenty_two.valid_sd?).to eq true
 
-  one_thousand_twenty_three = data.find { |row| row.response_id == '1023' }
+  one_thousand_twenty_three = data.find { |row| row.response_id == "1023" }
   expect(one_thousand_twenty_three.valid_progress?).to eq true
   expect(one_thousand_twenty_three.valid_duration?).to eq true
   expect(one_thousand_twenty_three.valid_grade?).to eq false
   expect(one_thousand_twenty_three.valid_sd?).to eq true
 
-  one_thousand_thirty_three = data.find { |row| row.response_id == '1033' }
+  one_thousand_thirty_three = data.find { |row| row.response_id == "1033" }
   expect(one_thousand_thirty_three.valid_progress?).to eq true
   expect(one_thousand_thirty_three.valid_duration?).to eq true
   expect(one_thousand_thirty_three.valid_grade?).to eq true
   expect(one_thousand_thirty_three.valid_sd?).to eq false
 
-  one_thousand_thirty_four = data.find { |row| row.response_id == '1034' }
+  one_thousand_thirty_four = data.find { |row| row.response_id == "1034" }
   expect(one_thousand_thirty_four.valid_progress?).to eq true
   expect(one_thousand_thirty_four.valid_duration?).to eq true
   expect(one_thousand_thirty_four.valid_grade?).to eq true

spec/services/survey_item_values_spec.rb

@@ -1,30 +1,30 @@
-require 'rails_helper'
+require "rails_helper"
 
 RSpec.describe SurveyItemValues, type: :model do
   let(:headers) do
-    ['StartDate', 'EndDate', 'Status', 'IPAddress', 'Progress', 'Duration (in seconds)', 'Finished', 'RecordedDate',
-     'ResponseId', 'RecipientLastName', 'RecipientFirstName', 'RecipientEmail', 'ExternalReference', 'LocationLatitude', 'LocationLongitude', 'DistributionChannel', 'UserLanguage', 'District', 'School- Lee', 'School- Maynard', 'LASID', 'Grade', 's-emsa-q1', 's-emsa-q2', 's-emsa-q3', 's-tint-q1', 's-tint-q2', 's-tint-q3', 's-tint-q4', 's-tint-q5', 's-acpr-q1', 's-acpr-q2', 's-acpr-q3', 's-acpr-q4', 's-cure-q1', 's-cure-q2', 's-cure-q3', 's-cure-q4', 's-sten-q1', 's-sten-q2', 's-sten-q3', 's-sper-q1', 's-sper-q2', 's-sper-q3', 's-sper-q4', 's-civp-q1', 's-civp-q2', 's-civp-q3', 's-civp-q4', 's-grmi-q1', 's-grmi-q2', 's-grmi-q3', 's-grmi-q4', 's-appa-q1', 's-appa-q2', 's-appa-q3', 's-peff-q1', 's-peff-q2', 's-peff-q3', 's-peff-q4', 's-peff-q5', 's-peff-q6', 's-sbel-q1', 's-sbel-q2', 's-sbel-q3', 's-sbel-q4', 's-sbel-q5', 's-phys-q1', 's-phys-q2', 's-phys-q3', 's-phys-q4', 's-vale-q1', 's-vale-q2', 's-vale-q3', 's-vale-q4', 's-acst-q1', 's-acst-q2', 's-acst-q3', 's-sust-q1', 's-sust-q2', 's-grit-q1', 's-grit-q2', 's-grit-q3', 's-grit-q4', 's-expa-q1', 's-poaf-q1', 's-poaf-q2', 's-poaf-q3', 's-poaf-q4', 's-tint-q1-1', 's-tint-q2-1', 's-tint-q3-1', 's-tint-q4-1', 's-tint-q5-1', 's-acpr-q1-1', 's-acpr-q2-1', 's-acpr-q3-1', 's-acpr-q4-1', 's-peff-q1-1', 's-peff-q2-1', 's-peff-q3-1', 's-peff-q4-1', 's-peff-q5-1', 's-peff-q6-1', 'Gender', 'Race']
+    ["StartDate", "EndDate", "Status", "IPAddress", "Progress", "Duration (in seconds)", "Finished", "RecordedDate",
+     "ResponseId", "RecipientLastName", "RecipientFirstName", "RecipientEmail", "ExternalReference", "LocationLatitude", "LocationLongitude", "DistributionChannel", "UserLanguage", "District", "School- Lee", "School- Maynard", "LASID", "Grade", "s-emsa-q1", "s-emsa-q2", "s-emsa-q3", "s-tint-q1", "s-tint-q2", "s-tint-q3", "s-tint-q4", "s-tint-q5", "s-acpr-q1", "s-acpr-q2", "s-acpr-q3", "s-acpr-q4", "s-cure-q1", "s-cure-q2", "s-cure-q3", "s-cure-q4", "s-sten-q1", "s-sten-q2", "s-sten-q3", "s-sper-q1", "s-sper-q2", "s-sper-q3", "s-sper-q4", "s-civp-q1", "s-civp-q2", "s-civp-q3", "s-civp-q4", "s-grmi-q1", "s-grmi-q2", "s-grmi-q3", "s-grmi-q4", "s-appa-q1", "s-appa-q2", "s-appa-q3", "s-peff-q1", "s-peff-q2", "s-peff-q3", "s-peff-q4", "s-peff-q5", "s-peff-q6", "s-sbel-q1", "s-sbel-q2", "s-sbel-q3", "s-sbel-q4", "s-sbel-q5", "s-phys-q1", "s-phys-q2", "s-phys-q3", "s-phys-q4", "s-vale-q1", "s-vale-q2", "s-vale-q3", "s-vale-q4", "s-acst-q1", "s-acst-q2", "s-acst-q3", "s-sust-q1", "s-sust-q2", "s-grit-q1", "s-grit-q2", "s-grit-q3", "s-grit-q4", "s-expa-q1", "s-poaf-q1", "s-poaf-q2", "s-poaf-q3", "s-poaf-q4", "s-tint-q1-1", "s-tint-q2-1", "s-tint-q3-1", "s-tint-q4-1", "s-tint-q5-1", "s-acpr-q1-1", "s-acpr-q2-1", "s-acpr-q3-1", "s-acpr-q4-1", "s-peff-q1-1", "s-peff-q2-1", "s-peff-q3-1", "s-peff-q4-1", "s-peff-q5-1", "s-peff-q6-1", "Gender", "Race"]
   end
   let(:genders) do
     create(:gender, qualtrics_code: 1)
     Gender.gender_hash
   end
   let(:survey_items) { [] }
-  let(:district) { create(:district, name: 'Attleboro') }
+  let(:district) { create(:district, name: "Attleboro") }
   let(:attleboro) do
-    create(:school, name: 'Attleboro', dese_id: 1234, district:)
+    create(:school, name: "Attleboro", dese_id: 1234, district:)
   end
   let(:attleboro_respondents) do
     create(:respondent, school: attleboro, academic_year: ay_2022_23, nine: 40, ten: 40, eleven: 40, twelve: 40)
   end
   let(:schools) { School.school_hash }
-  let(:recorded_date) { '2023-04-01' }
+  let(:recorded_date) { "2023-04-01" }
   let(:ay_2022_23) do
-    create(:academic_year, range: '2022-23')
+    create(:academic_year, range: "2022-23")
   end
 
   let(:common_headers) do
-    ['Recorded Date', 'DeseID', 'ResponseID', 'Duration (in seconds)', 'Gender', 'Grade']
+    ["Recorded Date", "DeseID", "ResponseID", "Duration (in seconds)", "Gender", "Grade"]
   end
 
   let(:standard_survey_items) do
@@ -42,9 +42,9 @@ RSpec.describe SurveyItemValues, type: :model do
   end
 
   let(:short_form_survey_items) do
-    survey_item_ids = [create(:survey_item, survey_item_id: 's-phys-q1', on_short_form: true),
-                       create(:survey_item, survey_item_id: 's-phys-q2', on_short_form: true),
-                       create(:survey_item, survey_item_id: 's-phys-q3',
+    survey_item_ids = [create(:survey_item, survey_item_id: "s-phys-q1", on_short_form: true),
+                       create(:survey_item, survey_item_id: "s-phys-q2", on_short_form: true),
+                       create(:survey_item, survey_item_id: "s-phys-q3",
                                             on_short_form: true)].map(&:survey_item_id)
     survey_item_ids.map do |survey_item_id|
       create(:survey_item, survey_item_id:)
@@ -53,9 +53,9 @@ RSpec.describe SurveyItemValues, type: :model do
   end
 
   let(:early_education_survey_items) do
-    survey_item_ids = [create(:survey_item, survey_item_id: 's-emsa-es1'),
-                       create(:survey_item, survey_item_id: 's-emsa-es2'),
-                       create(:survey_item, survey_item_id: 's-emsa-es3')].map(&:survey_item_id)
+    survey_item_ids = [create(:survey_item, survey_item_id: "s-emsa-es1"),
+                       create(:survey_item, survey_item_id: "s-emsa-es2"),
+                       create(:survey_item, survey_item_id: "s-emsa-es3")].map(&:survey_item_id)
     survey_item_ids.map do |survey_item_id|
       create(:survey_item, survey_item_id:)
     end
@@ -77,49 +77,50 @@ RSpec.describe SurveyItemValues, type: :model do
     (survey_item_ids << common_headers).flatten
   end
 
-  context '.recorded_date' do
-    it 'returns the recorded date' do
-      row = { 'RecordedDate' => '2017-01-01' }
+  context ".recorded_date" do
+    it "returns the recorded date" do
+      row = { "RecordedDate" => "2017-01-01" }
       values = SurveyItemValues.new(row:, headers:, genders:, survey_items:, schools:)
-      expect(values.recorded_date).to eq Date.parse('2017-01-01')
+      expect(values.recorded_date).to eq Date.parse("2017-01-01")
 
-      headers = ['Recorded Date']
-      row = { 'Recorded Date' => '2017-01-02' }
+      headers = ["Recorded Date"]
+      row = { "Recorded Date" => "2017-01-02" }
       values = SurveyItemValues.new(row:, headers:, genders:, survey_items:, schools:)
-      expect(values.recorded_date).to eq Date.parse('2017-01-02')
+      expect(values.recorded_date).to eq Date.parse("2017-01-02")
     end
   end
 
-  context '.school' do
-    it 'returns the school that maps to the dese id provided' do
+  context ".school" do
+    it "returns the school that maps to the dese id provided" do
       attleboro
-      row = { 'Dese ID' => '1234' }
+      headers = ["Dese ID"]
+      row = { "Dese ID" => "1234" }
       values = SurveyItemValues.new(row:, headers:, genders:, survey_items:, schools:)
       expect(values.school).to eq attleboro
 
-      row = { 'DeseID' => '1234' }
+      row = { "DeseID" => "1234" }
       values = SurveyItemValues.new(row:, headers:, genders:, survey_items:, schools:)
       expect(values.school).to eq attleboro
     end
   end
 
-  context '.grade' do
-    it 'returns the grade that maps to the grade provided' do
-      row = { 'Grade' => '1' }
+  context ".grade" do
+    it "returns the grade that maps to the grade provided" do
+      row = { "Grade" => "1" }
       values = SurveyItemValues.new(row:, headers:, genders:, survey_items:, schools:)
       expect(values.grade).to eq 1
     end
   end
-  context '.gender' do
-    it 'returns the grade that maps to the grade provided' do
-      row = { 'Gender' => '1' }
+  context ".gender" do
+    it "returns the grade that maps to the grade provided" do
+      row = { "Gender" => "1" }
       values = SurveyItemValues.new(row:, headers:, genders:, survey_items:, schools:)
       expect(values.gender.qualtrics_code).to eq 1
     end
   end
 
-  context '.respondent_type' do
-    it 'reads header to find the survey type' do
+  context ".respondent_type" do
+    it "reads header to find the survey type" do
       headers = %w[s-sbel-q5 s-phys-q2 RecordedDate]
       values = SurveyItemValues.new(row: {}, headers:, genders:, survey_items:, schools:)
       expect(values.respondent_type).to eq :student
@@ -130,32 +131,32 @@ RSpec.describe SurveyItemValues, type: :model do
     end
   end
 
-  context '.survey_type' do
-    context 'when survey type is standard form' do
-      it 'returns the survey type' do
+  context ".survey_type" do
+    context "when survey type is standard form" do
+      it "returns the survey type" do
         headers = standard_survey_items
         values = SurveyItemValues.new(row: {}, headers:, genders:, survey_items:, schools:)
         expect(values.survey_type).to eq :standard
       end
     end
-    context 'when survey type is teacher form' do
-      it 'returns the survey type' do
+    context "when survey type is teacher form" do
+      it "returns the survey type" do
         headers = teacher_survey_items
         values = SurveyItemValues.new(row: {}, headers:, genders:, survey_items:, schools:)
         expect(values.survey_type).to eq :teacher
       end
     end
 
-    context 'when survey type is short form' do
-      it 'returns the survey type' do
+    context "when survey type is short form" do
+      it "returns the survey type" do
         headers = short_form_survey_items
         values = SurveyItemValues.new(row: {}, headers:, genders:, survey_items:, schools:)
         expect(values.survey_type).to eq :short_form
       end
     end
 
-    context 'when survey type is early education' do
-      it 'returns the survey type' do
+    context "when survey type is early education" do
+      it "returns the survey type" do
         headers = early_education_survey_items
         values = SurveyItemValues.new(row: {}, headers:, genders:, survey_items:, schools:)
         expect(values.survey_type).to eq :early_education
@@ -163,235 +164,235 @@ RSpec.describe SurveyItemValues, type: :model do
     end
   end
 
-  context '.income' do
-    context 'when no disaggregation data is provided' do
-      it 'returns an empty string ' do
+  context ".income" do
+    context "when no disaggregation data is provided" do
+      it "returns an empty string " do
         disaggregation_data = {}
         values = SurveyItemValues.new(row: {}, headers:, genders:, survey_items:, schools:, disaggregation_data:)
-        expect(values.income).to eq 'Unknown'
+        expect(values.income).to eq "Unknown"
       end
     end
 
-    context 'when disaggregation data is provided' do
+    context "when disaggregation data is provided" do
       before :each do
         attleboro
         ay_2022_23
       end
 
-      it 'translates Free Lunch to Economically Disadvantaged - Y' do
-        headers = ['District', 'Academic Year', 'LASID', 'LowIncome']
-        row = { 'District' => 'Attleboro', 'AcademicYear' => '2022-23', 'LASID' => '1', 'LowIncome' => 'Free Lunch' }
+      it "translates Free Lunch to Economically Disadvantaged - Y" do
+        headers = ["District", "Academic Year", "LASID", "LowIncome"]
+        row = { "District" => "Attleboro", "AcademicYear" => "2022-23", "LASID" => "1", "LowIncome" => "Free Lunch" }
         disaggregation_data = { %w[1 Attleboro 2022-23] => DisaggregationRow.new(row:, headers:) }
 
-        headers = ['LASID', 'Dese Id', 'RecordedDate']
-        row = { 'LASID' => '1', 'DESE ID' => '1234', 'RecordedDate' => '2023-1-1' }
+        headers = ["LASID", "Dese Id", "RecordedDate"]
+        row = { "LASID" => "1", "DESE ID" => "1234", "RecordedDate" => "2023-1-1" }
         values = SurveyItemValues.new(row:, headers:, genders:, survey_items:, schools:,
                                       disaggregation_data:)
-        expect(values.income).to eq 'Economically Disadvantaged - Y'
+        expect(values.income).to eq "Economically Disadvantaged - Y"
       end
 
-      it 'translates Reduced Lunch to Economically Disadvantaged - Y' do
-        headers = ['District', 'Academic Year', 'LASID', 'LowIncome']
-        row = { 'District' => 'Attleboro', 'AcademicYear' => '2022-23', 'LASID' => '1', 'LowIncome' => 'Reduced Lunch' }
+      it "translates Reduced Lunch to Economically Disadvantaged - Y" do
+        headers = ["District", "Academic Year", "LASID", "LowIncome"]
+        row = { "District" => "Attleboro", "AcademicYear" => "2022-23", "LASID" => "1", "LowIncome" => "Reduced Lunch" }
         disaggregation_data = { %w[1 Attleboro 2022-23] => DisaggregationRow.new(row:, headers:) }
 
-        headers = ['LASID', 'Dese Id', 'RecordedDate']
-        row = { 'LASID' => '1', 'DESE ID' => '1234', 'RecordedDate' => '2023-1-1' }
+        headers = ["LASID", "Dese Id", "RecordedDate"]
+        row = { "LASID" => "1", "DESE ID" => "1234", "RecordedDate" => "2023-1-1" }
         values = SurveyItemValues.new(row:, headers:, genders:, survey_items:, schools:,
                                       disaggregation_data:)
-        expect(values.income).to eq 'Economically Disadvantaged - Y'
+        expect(values.income).to eq "Economically Disadvantaged - Y"
       end
 
-      it 'translates LowIncome to Economically Disadvantaged - Y' do
-        headers = ['District', 'Academic Year', 'LASID', 'LowIncome']
-        row = { 'District' => 'Attleboro', 'AcademicYear' => '2022-23', 'LASID' => '1', 'LowIncome' => 'LowIncome' }
+      it "translates LowIncome to Economically Disadvantaged - Y" do
+        headers = ["District", "Academic Year", "LASID", "LowIncome"]
+        row = { "District" => "Attleboro", "AcademicYear" => "2022-23", "LASID" => "1", "LowIncome" => "LowIncome" }
         disaggregation_data = { %w[1 Attleboro 2022-23] => DisaggregationRow.new(row:, headers:) }
 
-        headers = ['LASID', 'Dese Id', 'RecordedDate']
-        row = { 'LASID' => '1', 'DESE ID' => '1234', 'RecordedDate' => '2023-1-1' }
+        headers = ["LASID", "Dese Id", "RecordedDate"]
+        row = { "LASID" => "1", "DESE ID" => "1234", "RecordedDate" => "2023-1-1" }
         values = SurveyItemValues.new(row:, headers:, genders:, survey_items:, schools:,
                                       disaggregation_data:)
-        expect(values.income).to eq 'Economically Disadvantaged - Y'
+        expect(values.income).to eq "Economically Disadvantaged - Y"
       end
 
-      it 'translates Not Eligible to Economically Disadvantaged - N' do
-        headers = ['District', 'Academic Year', 'LASID', 'LowIncome']
-        row = { 'District' => 'Attleboro', 'AcademicYear' => '2022-23', 'LASID' => '1', 'LowIncome' => 'Not Eligible' }
+      it "translates Not Eligible to Economically Disadvantaged - N" do
+        headers = ["District", "Academic Year", "LASID", "LowIncome"]
+        row = { "District" => "Attleboro", "AcademicYear" => "2022-23", "LASID" => "1", "LowIncome" => "Not Eligible" }
         disaggregation_data = { %w[1 Attleboro 2022-23] => DisaggregationRow.new(row:, headers:) }
 
-        headers = ['LASID', 'Dese Id', 'RecordedDate']
-        row = { 'LASID' => '1', 'DESE ID' => '1234', 'RecordedDate' => '2023-1-1' }
+        headers = ["LASID", "Dese Id", "RecordedDate"]
+        row = { "LASID" => "1", "DESE ID" => "1234", "RecordedDate" => "2023-1-1" }
         values = SurveyItemValues.new(row:, headers:, genders:, survey_items:, schools:,
                                       disaggregation_data:)
-        expect(values.income).to eq 'Economically Disadvantaged - N'
+        expect(values.income).to eq "Economically Disadvantaged - N"
       end
 
-      it 'translates blanks to Unknown' do
-        headers = ['District', 'Academic Year', 'LASID', 'LowIncome']
-        row = { 'District' => 'Attleboro', 'AcademicYear' => '2022-23', 'LASID' => '1', 'LowIncome' => '' }
+      it "translates blanks to Unknown" do
+        headers = ["District", "Academic Year", "LASID", "LowIncome"]
+        row = { "District" => "Attleboro", "AcademicYear" => "2022-23", "LASID" => "1", "LowIncome" => "" }
         disaggregation_data = { %w[1 Attleboro 2022-23] => DisaggregationRow.new(row:, headers:) }
 
-        headers = ['LASID', 'Dese Id', 'RecordedDate']
-        row = { 'LASID' => '1', 'DESE ID' => '1234', 'RecordedDate' => '2023-1-1' }
+        headers = ["LASID", "Dese Id", "RecordedDate"]
+        row = { "LASID" => "1", "DESE ID" => "1234", "RecordedDate" => "2023-1-1" }
         values = SurveyItemValues.new(row:, headers:, genders:, survey_items:, schools:,
                                       disaggregation_data:)
-        expect(values.income).to eq 'Unknown'
+        expect(values.income).to eq "Unknown"
       end
     end
   end
 
-  context '.valid_duration' do
-    context 'when duration is valid' do
-      it 'returns true' do
+  context ".valid_duration" do
+    context "when duration is valid" do
+      it "returns true" do
         headers = standard_survey_items
-        values = SurveyItemValues.new(row: { 'Duration (in seconds)' => '240', 'Gender' => 'Male' }, headers:, genders:, survey_items:,
+        values = SurveyItemValues.new(row: { "Duration (in seconds)" => "240", "Gender" => "Male" }, headers:, genders:, survey_items:,
                                       schools:)
         expect(values.valid_duration?).to eq true
 
         headers = teacher_survey_items
-        values = SurveyItemValues.new(row: { 'Duration (in seconds)' => '300' }, headers:, genders:, survey_items:,
+        values = SurveyItemValues.new(row: { "Duration (in seconds)" => "300" }, headers:, genders:, survey_items:,
                                       schools:)
         expect(values.valid_duration?).to eq true
 
         headers = short_form_survey_items
-        values = SurveyItemValues.new(row: { 'Duration (in seconds)' => '100' }, headers:, genders:, survey_items:,
+        values = SurveyItemValues.new(row: { "Duration (in seconds)" => "100" }, headers:, genders:, survey_items:,
                                       schools:)
         expect(values.valid_duration?).to eq true
 
         # When duration is blank or N/A or NA, we don't have enough information to kick out the row as invalid so we keep it in
         headers = short_form_survey_items
-        values = SurveyItemValues.new(row: { 'Duration (in seconds)' => '' }, headers:, genders:, survey_items:,
+        values = SurveyItemValues.new(row: { "Duration (in seconds)" => "" }, headers:, genders:, survey_items:,
                                       schools:)
         expect(values.valid_duration?).to eq true
 
         headers = short_form_survey_items
-        values = SurveyItemValues.new(row: { 'Duration (in seconds)' => 'N/A' }, headers:, genders:, survey_items:,
+        values = SurveyItemValues.new(row: { "Duration (in seconds)" => "N/A" }, headers:, genders:, survey_items:,
                                       schools:)
         expect(values.valid_duration?).to eq true
 
         headers = short_form_survey_items
-        values = SurveyItemValues.new(row: { 'Duration (in seconds)' => 'NA' }, headers:, genders:, survey_items:,
+        values = SurveyItemValues.new(row: { "Duration (in seconds)" => "NA" }, headers:, genders:, survey_items:,
                                       schools:)
         expect(values.valid_duration?).to eq true
       end
     end
 
-    context 'when duration is invalid' do
-      it 'returns false' do
+    context "when duration is invalid" do
+      it "returns false" do
         headers = standard_survey_items
-        values = SurveyItemValues.new(row: { 'Duration (in seconds)' => '239' }, headers:, genders:, survey_items:,
+        values = SurveyItemValues.new(row: { "Duration (in seconds)" => "239" }, headers:, genders:, survey_items:,
                                       schools:)
         expect(values.valid_duration?).to eq false
 
         headers = teacher_survey_items
-        values = SurveyItemValues.new(row: { 'Duration (in seconds)' => '299' }, headers:, genders:, survey_items:,
+        values = SurveyItemValues.new(row: { "Duration (in seconds)" => "299" }, headers:, genders:, survey_items:,
                                       schools:)
         expect(values.valid_duration?).to eq false
         headers = short_form_survey_items
-        values = SurveyItemValues.new(row: { 'Duration (in seconds)' => '99' }, headers:, genders:, survey_items:,
+        values = SurveyItemValues.new(row: { "Duration (in seconds)" => "99" }, headers:, genders:, survey_items:,
                                       schools:)
         expect(values.valid_duration?).to eq false
       end
     end
   end
 
-  context '.valid_progress' do
-    context 'when progress is valid' do
-      it 'returns true' do
+  context ".valid_progress" do
+    context "when progress is valid" do
+      it "returns true" do
         headers = %w[s-sbel-q5 s-phys-q2 RecordedDate]
-        values = SurveyItemValues.new(row: { 'Progress' => '25' }, headers:, genders:, survey_items:,
+        values = SurveyItemValues.new(row: { "Progress" => "25" }, headers:, genders:, survey_items:,
                                       schools:)
         expect(values.valid_progress?).to eq true
 
         # When progress is blank or N/A or NA, we don't have enough information to kick out the row as invalid so we keep it in
         headers = %w[s-sbel-q5 s-phys-q2 RecordedDate]
-        values = SurveyItemValues.new(row: { 'Progress' => '' }, headers:, genders:, survey_items:,
+        values = SurveyItemValues.new(row: { "Progress" => "" }, headers:, genders:, survey_items:,
                                       schools:)
         expect(values.valid_progress?).to eq true
 
         headers = %w[s-sbel-q5 s-phys-q2 RecordedDate]
-        values = SurveyItemValues.new(row: { 'Progress' => 'N/A' }, headers:, genders:, survey_items:,
+        values = SurveyItemValues.new(row: { "Progress" => "N/A" }, headers:, genders:, survey_items:,
                                       schools:)
         expect(values.valid_progress?).to eq true
 
         headers = %w[s-sbel-q5 s-phys-q2 RecordedDate]
-        values = SurveyItemValues.new(row: { 'Progress' => 'NA' }, headers:, genders:, survey_items:,
+        values = SurveyItemValues.new(row: { "Progress" => "NA" }, headers:, genders:, survey_items:,
                                       schools:)
         expect(values.valid_progress?).to eq true
       end
     end
 
-    context 'when progress is invalid' do
-      it 'returns false' do
+    context "when progress is invalid" do
+      it "returns false" do
         headers = %w[s-sbel-q5 s-phys-q2 RecordedDate]
-        values = SurveyItemValues.new(row: { 'Progress' => '24' }, headers:, genders:, survey_items:,
+        values = SurveyItemValues.new(row: { "Progress" => "24" }, headers:, genders:, survey_items:,
                                       schools:)
         expect(values.valid_progress?).to eq false
       end
     end
   end
 
-  context '.valid_grade?' do
-    context 'when grade is valid' do
+  context ".valid_grade?" do
+    context "when grade is valid" do
       before :each do
         attleboro
         attleboro_respondents
       end
-      it 'returns true for students' do
+      it "returns true for students" do
         headers = %w[s-sbel-q5 s-phys-q2 grade RecordedDate]
-        values = SurveyItemValues.new(row: { 'grade' => '9', 'RecordedDate' => recorded_date, 'Dese ID' => '1234' }, headers:, genders:, survey_items:,
+        values = SurveyItemValues.new(row: { "grade" => "9", "RecordedDate" => recorded_date, "Dese ID" => "1234" }, headers:, genders:, survey_items:,
                                       schools:)
 
         expect(values.valid_grade?).to eq true
       end
-      it 'returns true for teachers' do
+      it "returns true for teachers" do
         headers = %w[t-sbel-q5 t-phys-q2 grade RecordedDate]
-        values = SurveyItemValues.new(row: { 'RecordedDate' => recorded_date, 'Dese ID' => '1234' }, headers:, genders:, survey_items:,
+        values = SurveyItemValues.new(row: { "RecordedDate" => recorded_date, "Dese ID" => "1234" }, headers:, genders:, survey_items:,
                                       schools:)
         expect(values.valid_grade?).to eq true
       end
     end
 
-    context 'when grade is invalid' do
+    context "when grade is invalid" do
       before :each do
         attleboro
         attleboro_respondents
       end
-      it 'returns false' do
+      it "returns false" do
         headers = %w[s-sbel-q5 s-phys-q2 grade RecordedDate]
-        values = SurveyItemValues.new(row: { 'grade' => '2', 'RecordedDate' => recorded_date, 'Dese ID' => '1234' }, headers:, genders:, survey_items:,
+        values = SurveyItemValues.new(row: { "grade" => "2", "RecordedDate" => recorded_date, "Dese ID" => "1234" }, headers:, genders:, survey_items:,
                                       schools: School.school_hash)
         expect(values.valid_grade?).to eq false
       end
     end
   end
 
-  context '.valid_sd?' do
-    context 'when the standard deviation is valid' do
-      it 'returns true for student questions' do
+  context ".valid_sd?" do
+    context "when the standard deviation is valid" do
+      it "returns true for student questions" do
         headers = %w[s-sbel-q5 s-phys-q1 s-phys-q2 RecordedDate]
-        values = SurveyItemValues.new(row: { 'RecordedDate' => recorded_date, 'Dese ID' => '1234', 's-sbel-q5' => '1', 's-phys-q1' => '', 's-phys-q2' => '5' }, headers:, genders:, survey_items:,
+        values = SurveyItemValues.new(row: { "RecordedDate" => recorded_date, "Dese ID" => "1234", "s-sbel-q5" => "1", "s-phys-q1" => "", "s-phys-q2" => "5" }, headers:, genders:, survey_items:,
                                       schools: School.school_hash)
         expect(values.valid_sd?).to eq true
       end
-      it 'returns true for teacher questions' do
+      it "returns true for teacher questions" do
         headers = %w[t-sbel-q5 t-phys-q2]
-        values = SurveyItemValues.new(row: { 'RecordedDate' => recorded_date, 'Dese ID' => '1234', 't-sbel-q5' => '1', 't-phys-q2' => '5' }, headers:, genders:, survey_items:,
+        values = SurveyItemValues.new(row: { "RecordedDate" => recorded_date, "Dese ID" => "1234", "t-sbel-q5" => "1", "t-phys-q2" => "5" }, headers:, genders:, survey_items:,
                                       schools: School.school_hash)
         expect(values.valid_sd?).to eq true
       end
     end
 
-    context 'when the standard deviation is invalid' do
-      it 'returns false for student questions' do
+    context "when the standard deviation is invalid" do
+      it "returns false for student questions" do
         headers = %w[s-sbel-q5 s-phys-q1 s-phys-q2 RecordedDate]
-        values = SurveyItemValues.new(row: { 'RecordedDate' => recorded_date, 'Dese ID' => '1234', 's-sbel-q5' => '1', 's-phys-q2' => '1' }, headers:, genders:, survey_items:,
+        values = SurveyItemValues.new(row: { "RecordedDate" => recorded_date, "Dese ID" => "1234", "s-sbel-q5" => "1", "s-phys-q2" => "1" }, headers:, genders:, survey_items:,
                                       schools: School.school_hash)
         expect(values.valid_sd?).to eq false
       end
-      it 'returns false for teacher questions' do
+      it "returns false for teacher questions" do
         headers = %w[t-sbel-q5 t-phys-q1 t-phys-q2 RecordedDate]
-        values = SurveyItemValues.new(row: { 'RecordedDate' => recorded_date, 'Dese ID' => '1234', 't-sbel-q5' => '1', 't-phys-q2' => '1' }, headers:, genders:, survey_items:,
+        values = SurveyItemValues.new(row: { "RecordedDate" => recorded_date, "Dese ID" => "1234", "t-sbel-q5" => "1", "t-phys-q2" => "1" }, headers:, genders:, survey_items:,
                                       schools: School.school_hash)
         expect(values.valid_sd?).to eq false
       end

spec/services/survey_responses_data_loader_spec.rb

@@ -1,59 +1,59 @@
-require 'rails_helper'
+require "rails_helper"
 
 describe SurveyResponsesDataLoader do
-  let(:path_to_teacher_responses) { Rails.root.join('spec', 'fixtures', 'test_2020-21_teacher_survey_responses.csv') }
-  let(:path_to_student_responses) { Rails.root.join('spec', 'fixtures', 'test_2020-21_student_survey_responses.csv') }
+  let(:path_to_teacher_responses) { Rails.root.join("spec", "fixtures", "test_2020-21_teacher_survey_responses.csv") }
+  let(:path_to_student_responses) { Rails.root.join("spec", "fixtures", "test_2020-21_student_survey_responses.csv") }
   let(:path_to_butler_student_responses) do
-    Rails.root.join('spec', 'fixtures', 'test_2022-23_butler_student_survey_responses.csv')
+    Rails.root.join("spec", "fixtures", "test_2022-23_butler_student_survey_responses.csv")
   end
 
-  let(:ay_2020_21) { create(:academic_year, range: '2020-21') }
-  let(:ay_2022_23) { create(:academic_year, range: '2022-23') }
+  let(:ay_2020_21) { create(:academic_year, range: "2020-21") }
+  let(:ay_2022_23) { create(:academic_year, range: "2022-23") }
 
-  let(:school) { create(:school, name: 'Lee Elementary School', slug: 'lee-elementary-school', dese_id: 1_500_025) }
-  let(:lowell) { create(:district, name: 'Lowell', slug: 'lowell') }
+  let(:school) { create(:school, name: "Lee Elementary School", slug: "lee-elementary-school", dese_id: 1_500_025) }
+  let(:lowell) { create(:district, name: "Lowell", slug: "lowell") }
   let(:second_school) do
-    create(:school, name: 'Lee Middle High School', slug: 'lee-middle-high-school', dese_id: 1_500_505,
+    create(:school, name: "Lee Middle High School", slug: "lee-middle-high-school", dese_id: 1_500_505,
                     district: lowell)
   end
   let(:butler_school) do
-    create(:school, name: 'Butler Elementary School', slug: 'butler-elementary-school', dese_id: 1_600_310,
+    create(:school, name: "Butler Elementary School", slug: "butler-elementary-school", dese_id: 1_600_310,
                     district: lowell)
   end
 
-  let(:t_pcom_q3) { create(:survey_item, survey_item_id: 't-pcom-q3') }
-  let(:t_pcom_q2) { create(:survey_item, survey_item_id: 't-pcom-q2') }
-  let(:t_coll_q1) { create(:survey_item, survey_item_id: 't-coll-q1') }
-  let(:t_coll_q2) { create(:survey_item, survey_item_id: 't-coll-q2') }
-  let(:t_coll_q3) { create(:survey_item, survey_item_id: 't-coll-q3') }
-  let(:t_sach_q1) { create(:survey_item, survey_item_id: 't-sach-q1') }
-  let(:t_sach_q2) { create(:survey_item, survey_item_id: 't-sach-q2') }
-  let(:t_sach_q3) { create(:survey_item, survey_item_id: 't-sach-q3') }
-
-  let(:s_phys_q1) { create(:survey_item, survey_item_id: 's-phys-q1') }
-  let(:s_phys_q2) { create(:survey_item, survey_item_id: 's-phys-q2') }
-  let(:s_phys_q3) { create(:survey_item, survey_item_id: 's-phys-q3') }
-  let(:s_phys_q4) { create(:survey_item, survey_item_id: 's-phys-q4') }
-  let(:s_vale_q1) { create(:survey_item, survey_item_id: 's-phys-q1') }
-  let(:s_vale_q2) { create(:survey_item, survey_item_id: 's-phys-q2') }
-  let(:s_vale_q3) { create(:survey_item, survey_item_id: 's-phys-q3') }
-  let(:s_vale_q4) { create(:survey_item, survey_item_id: 's-phys-q4') }
-  let(:s_acst_q1) { create(:survey_item, survey_item_id: 's-acst-q1') }
-  let(:s_acst_q2) { create(:survey_item, survey_item_id: 's-acst-q2') }
-  let(:s_acst_q3) { create(:survey_item, survey_item_id: 's-acst-q3') }
-  let(:s_acst_q4) { create(:survey_item, survey_item_id: 's-acst-q4') }
-  let(:s_emsa_q1) { create(:survey_item, survey_item_id: 's-emsa-q1') }
-  let(:s_emsa_q2) { create(:survey_item, survey_item_id: 's-emsa-q2') }
-  let(:s_emsa_q3) { create(:survey_item, survey_item_id: 's-emsa-q3') }
+  let(:t_pcom_q3) { create(:survey_item, survey_item_id: "t-pcom-q3") }
+  let(:t_pcom_q2) { create(:survey_item, survey_item_id: "t-pcom-q2") }
+  let(:t_coll_q1) { create(:survey_item, survey_item_id: "t-coll-q1") }
+  let(:t_coll_q2) { create(:survey_item, survey_item_id: "t-coll-q2") }
+  let(:t_coll_q3) { create(:survey_item, survey_item_id: "t-coll-q3") }
+  let(:t_sach_q1) { create(:survey_item, survey_item_id: "t-sach-q1") }
+  let(:t_sach_q2) { create(:survey_item, survey_item_id: "t-sach-q2") }
+  let(:t_sach_q3) { create(:survey_item, survey_item_id: "t-sach-q3") }
+
+  let(:s_phys_q1) { create(:survey_item, survey_item_id: "s-phys-q1") }
+  let(:s_phys_q2) { create(:survey_item, survey_item_id: "s-phys-q2") }
+  let(:s_phys_q3) { create(:survey_item, survey_item_id: "s-phys-q3") }
+  let(:s_phys_q4) { create(:survey_item, survey_item_id: "s-phys-q4") }
+  let(:s_vale_q1) { create(:survey_item, survey_item_id: "s-phys-q1") }
+  let(:s_vale_q2) { create(:survey_item, survey_item_id: "s-phys-q2") }
+  let(:s_vale_q3) { create(:survey_item, survey_item_id: "s-phys-q3") }
+  let(:s_vale_q4) { create(:survey_item, survey_item_id: "s-phys-q4") }
+  let(:s_acst_q1) { create(:survey_item, survey_item_id: "s-acst-q1") }
+  let(:s_acst_q2) { create(:survey_item, survey_item_id: "s-acst-q2") }
+  let(:s_acst_q3) { create(:survey_item, survey_item_id: "s-acst-q3") }
+  let(:s_acst_q4) { create(:survey_item, survey_item_id: "s-acst-q4") }
+  let(:s_emsa_q1) { create(:survey_item, survey_item_id: "s-emsa-q1") }
+  let(:s_emsa_q2) { create(:survey_item, survey_item_id: "s-emsa-q2") }
+  let(:s_emsa_q3) { create(:survey_item, survey_item_id: "s-emsa-q3") }
 
   let(:female) { create(:gender, qualtrics_code: 1) }
   let(:male) { create(:gender, qualtrics_code: 2) }
   let(:another_gender) { create(:gender, qualtrics_code: 3) }
   let(:non_binary) { create(:gender, qualtrics_code: 4) }
   let(:unknown_gender) { create(:gender, qualtrics_code: 99) }
-  let(:low_income) { create(:income, designation: 'Economically Disadvantaged – Y') }
-  let(:high_income) { create(:income, designation: 'Economically Disadvantaged – N') }
-  let(:unknown_income) { create(:income, designation: 'Unknown') }
+  let(:low_income) { create(:income, designation: "Economically Disadvantaged – Y") }
+  let(:high_income) { create(:income, designation: "Economically Disadvantaged – N") }
+  let(:unknown_income) { create(:income, designation: "Unknown") }
 
   let(:setup) do
     ay_2020_21
@@ -98,12 +98,12 @@ describe SurveyResponsesDataLoader do
     setup
   end
 
-  describe 'loading teacher survey responses' do
+  describe "loading teacher survey responses" do
     before do
       SurveyResponsesDataLoader.load_data filepath: path_to_teacher_responses
     end
 
-    it 'ensures teacher responses load correctly' do
+    it "ensures teacher responses load correctly" do
       assigns_academic_year_to_survey_item_responses
       assigns_school_to_the_survey_item_responses
       assigns_recorded_date_to_teacher_responses
@@ -114,12 +114,12 @@ describe SurveyResponsesDataLoader do
     end
   end
 
-  describe 'student survey responses' do
+  describe "student survey responses" do
     before do
       SurveyResponsesDataLoader.load_data filepath: path_to_student_responses
     end
 
-    it 'ensures student responses load correctly' do
+    it "ensures student responses load correctly" do
       assigns_academic_year_to_student_survey_item_responses
       assigns_school_to_student_survey_item_responses
       assigns_recorded_date_to_student_responses
@@ -132,82 +132,82 @@ describe SurveyResponsesDataLoader do
       is_idempotent_for_students
     end
 
-    context 'when updating student survey responses from another csv file' do
+    context "when updating student survey responses from another csv file" do
       before :each do
-        SurveyResponsesDataLoader.load_data filepath: Rails.root.join('spec', 'fixtures',
-                                                                      'secondary_test_2020-21_student_survey_responses.csv')
+        SurveyResponsesDataLoader.load_data filepath: Rails.root.join("spec", "fixtures",
+                                                                      "secondary_test_2020-21_student_survey_responses.csv")
       end
-      it 'updates the likert score to the score on the new csv file' do
-        s_emsa_q1 = SurveyItem.find_by_survey_item_id 's-emsa-q1'
-        expect(SurveyItemResponse.where(response_id: 'student_survey_response_3',
+      it "updates the likert score to the score on the new csv file" do
+        s_emsa_q1 = SurveyItem.find_by_survey_item_id "s-emsa-q1"
+        expect(SurveyItemResponse.where(response_id: "student_survey_response_3",
                                         survey_item: s_emsa_q1).first.likert_score).to eq 1
-        expect(SurveyItemResponse.where(response_id: 'student_survey_response_4',
+        expect(SurveyItemResponse.where(response_id: "student_survey_response_4",
                                         survey_item: s_emsa_q1).first.likert_score).to eq 1
-        expect(SurveyItemResponse.where(response_id: 'student_survey_response_5',
+        expect(SurveyItemResponse.where(response_id: "student_survey_response_5",
                                         survey_item: s_emsa_q1).first.likert_score).to eq 1
 
-        expect(SurveyItemResponse.where(response_id: 'student_survey_response_5',
+        expect(SurveyItemResponse.where(response_id: "student_survey_response_5",
                                         survey_item: s_acst_q3).first.likert_score).to eq 4
       end
     end
   end
   # figure out why this is failing
-  describe 'when using Lowell rules to skip rows in the csv file' do
+  describe "when using Lowell rules to skip rows in the csv file" do
     before :each do
       SurveyResponsesDataLoader.load_data filepath: path_to_student_responses,
                                           rules: [Rule::SkipNonLowellSchools]
     end
 
-    it 'rejects any non-lowell school' do
-      expect(SurveyItemResponse.where(response_id: 'student_survey_response_1').count).to eq 0
+    it "rejects any non-lowell school" do
+      expect(SurveyItemResponse.where(response_id: "student_survey_response_1").count).to eq 0
       expect(SurveyItemResponse.count).to eq 69
     end
 
-    it 'loads the correct number of responses for lowell schools' do
-      expect(SurveyItemResponse.where(response_id: 'student_survey_response_2').count).to eq 0
-      expect(SurveyItemResponse.where(response_id: 'student_survey_response_3').count).to eq 12
-      expect(SurveyItemResponse.where(response_id: 'student_survey_response_4').count).to eq 15
-      expect(SurveyItemResponse.where(response_id: 'student_survey_response_5').count).to eq 14
+    it "loads the correct number of responses for lowell schools" do
+      expect(SurveyItemResponse.where(response_id: "student_survey_response_2").count).to eq 0
+      expect(SurveyItemResponse.where(response_id: "student_survey_response_3").count).to eq 12
+      expect(SurveyItemResponse.where(response_id: "student_survey_response_4").count).to eq 15
+      expect(SurveyItemResponse.where(response_id: "student_survey_response_5").count).to eq 14
     end
 
-    context 'when loading 22-23 butler survey responses' do
+    context "when loading 22-23 butler survey responses" do
       before :each do
         SurveyResponsesDataLoader.load_data filepath: path_to_butler_student_responses,
                                             rules: [Rule::SkipNonLowellSchools]
       end
 
-      it 'loads all the responses for Butler' do
+      it "loads all the responses for Butler" do
         expect(SurveyItemResponse.where(school: butler_school).count).to eq 56
       end
 
-      it 'blank entries for grade get loaded as nils, not zero values' do
-        expect(SurveyItemResponse.where(response_id: 'butler_student_survey_response_1').first.grade).to eq 7
-        expect(SurveyItemResponse.where(response_id: 'butler_student_survey_response_2').first.grade).to eq 7
-        expect(SurveyItemResponse.where(response_id: 'butler_student_survey_response_3').first.grade).to eq 7
-        expect(SurveyItemResponse.where(response_id: 'butler_student_survey_response_4').first.grade).to eq 5
-        expect(SurveyItemResponse.where(response_id: 'butler_student_survey_response_5').first.grade).to eq 7
-        expect(SurveyItemResponse.where(response_id: 'butler_student_survey_response_6').first.grade).to eq 6
-        expect(SurveyItemResponse.where(response_id: 'butler_student_survey_response_7').first.grade).to eq nil
-        expect(SurveyItemResponse.where(response_id: 'butler_student_survey_response_8').first.grade).to eq 0
+      it "blank entries for grade get loaded as nils, not zero values" do
+        expect(SurveyItemResponse.where(response_id: "butler_student_survey_response_1").first.grade).to eq 7
+        expect(SurveyItemResponse.where(response_id: "butler_student_survey_response_2").first.grade).to eq 7
+        expect(SurveyItemResponse.where(response_id: "butler_student_survey_response_3").first.grade).to eq 7
+        expect(SurveyItemResponse.where(response_id: "butler_student_survey_response_4").first.grade).to eq 5
+        expect(SurveyItemResponse.where(response_id: "butler_student_survey_response_5").first.grade).to eq 7
+        expect(SurveyItemResponse.where(response_id: "butler_student_survey_response_6").first.grade).to eq 6
+        expect(SurveyItemResponse.where(response_id: "butler_student_survey_response_7").first.grade).to eq nil
+        expect(SurveyItemResponse.where(response_id: "butler_student_survey_response_8").first.grade).to eq 0
       end
     end
   end
 end
 
 def assigns_academic_year_to_survey_item_responses
-  expect(SurveyItemResponse.find_by_response_id('teacher_survey_response_1').academic_year).to eq ay_2020_21
+  expect(SurveyItemResponse.find_by_response_id("teacher_survey_response_1").academic_year).to eq ay_2020_21
 end
 
 def assigns_school_to_the_survey_item_responses
-  expect(SurveyItemResponse.find_by_response_id('teacher_survey_response_1').school).to eq school
+  expect(SurveyItemResponse.find_by_response_id("teacher_survey_response_1").school).to eq school
 end
 
 def loads_survey_item_responses_for_a_given_survey_response
-  expect(SurveyItemResponse.where(response_id: 'teacher_survey_response_1').count).to eq 5
-  expect(SurveyItemResponse.where(response_id: 'teacher_survey_response_2').count).to eq 0
-  expect(SurveyItemResponse.where(response_id: 'teacher_survey_response_3').count).to eq 8
-  expect(SurveyItemResponse.where(response_id: 'teacher_survey_response_4').count).to eq 8
-  expect(SurveyItemResponse.where(response_id: 'teacher_survey_response_5').count).to eq 8
+  expect(SurveyItemResponse.where(response_id: "teacher_survey_response_1").count).to eq 5
+  expect(SurveyItemResponse.where(response_id: "teacher_survey_response_2").count).to eq 0
+  expect(SurveyItemResponse.where(response_id: "teacher_survey_response_3").count).to eq 8
+  expect(SurveyItemResponse.where(response_id: "teacher_survey_response_4").count).to eq 8
+  expect(SurveyItemResponse.where(response_id: "teacher_survey_response_5").count).to eq 8
 end
 
 def loads_all_survey_item_responses_for_a_given_survey_item
@@ -216,20 +216,20 @@ def loads_all_survey_item_responses_for_a_given_survey_item
 end
 
 def captures_likert_scores_for_survey_item_responses
-  expect(SurveyItemResponse.where(response_id: 'teacher_survey_response_1').where(survey_item: t_pcom_q2)).to be_empty
-  expect(SurveyItemResponse.where(response_id: 'teacher_survey_response_1').where(survey_item: t_pcom_q3).first.likert_score).to eq 3
+  expect(SurveyItemResponse.where(response_id: "teacher_survey_response_1").where(survey_item: t_pcom_q2)).to be_empty
+  expect(SurveyItemResponse.where(response_id: "teacher_survey_response_1").where(survey_item: t_pcom_q3).first.likert_score).to eq 3
 
-  expect(SurveyItemResponse.where(response_id: 'teacher_survey_response_2').where(survey_item: t_pcom_q2)).to be_empty
-  expect(SurveyItemResponse.where(response_id: 'teacher_survey_response_2').where(survey_item: t_pcom_q3)).to be_empty
+  expect(SurveyItemResponse.where(response_id: "teacher_survey_response_2").where(survey_item: t_pcom_q2)).to be_empty
+  expect(SurveyItemResponse.where(response_id: "teacher_survey_response_2").where(survey_item: t_pcom_q3)).to be_empty
 
-  expect(SurveyItemResponse.where(response_id: 'teacher_survey_response_3').where(survey_item: t_pcom_q2).first.likert_score).to eq 5
-  expect(SurveyItemResponse.where(response_id: 'teacher_survey_response_3').where(survey_item: t_pcom_q3).first.likert_score).to eq 5
+  expect(SurveyItemResponse.where(response_id: "teacher_survey_response_3").where(survey_item: t_pcom_q2).first.likert_score).to eq 5
+  expect(SurveyItemResponse.where(response_id: "teacher_survey_response_3").where(survey_item: t_pcom_q3).first.likert_score).to eq 5
 
-  expect(SurveyItemResponse.where(response_id: 'teacher_survey_response_4').where(survey_item: t_pcom_q2).first.likert_score).to eq 4
-  expect(SurveyItemResponse.where(response_id: 'teacher_survey_response_4').where(survey_item: t_pcom_q3).first.likert_score).to eq 4
+  expect(SurveyItemResponse.where(response_id: "teacher_survey_response_4").where(survey_item: t_pcom_q2).first.likert_score).to eq 4
+  expect(SurveyItemResponse.where(response_id: "teacher_survey_response_4").where(survey_item: t_pcom_q3).first.likert_score).to eq 4
 
-  expect(SurveyItemResponse.where(response_id: 'teacher_survey_response_5').where(survey_item: t_pcom_q2).first.likert_score).to eq 2
-  expect(SurveyItemResponse.where(response_id: 'teacher_survey_response_5').where(survey_item: t_pcom_q3).first.likert_score).to eq 4
+  expect(SurveyItemResponse.where(response_id: "teacher_survey_response_5").where(survey_item: t_pcom_q2).first.likert_score).to eq 2
+  expect(SurveyItemResponse.where(response_id: "teacher_survey_response_5").where(survey_item: t_pcom_q3).first.likert_score).to eq 4
 end
 
 def is_idempotent
@@ -241,19 +241,19 @@ def is_idempotent
 end
 
 def assigns_academic_year_to_student_survey_item_responses
-  expect(SurveyItemResponse.find_by_response_id('student_survey_response_3').academic_year).to eq ay_2020_21
+  expect(SurveyItemResponse.find_by_response_id("student_survey_response_3").academic_year).to eq ay_2020_21
 end
 
 def assigns_school_to_student_survey_item_responses
-  expect(SurveyItemResponse.find_by_response_id('student_survey_response_3').school).to eq second_school
+  expect(SurveyItemResponse.find_by_response_id("student_survey_response_3").school).to eq second_school
 end
 
 def loads_student_survey_item_response_values
-  expect(SurveyItemResponse.where(response_id: 'student_survey_response_1').count).to eq 3
-  expect(SurveyItemResponse.where(response_id: 'student_survey_response_2').count).to eq 0
-  expect(SurveyItemResponse.where(response_id: 'student_survey_response_3').count).to eq 12
-  expect(SurveyItemResponse.where(response_id: 'student_survey_response_4').count).to eq 15
-  expect(SurveyItemResponse.where(response_id: 'student_survey_response_5').count).to eq 14
+  expect(SurveyItemResponse.where(response_id: "student_survey_response_1").count).to eq 3
+  expect(SurveyItemResponse.where(response_id: "student_survey_response_2").count).to eq 0
+  expect(SurveyItemResponse.where(response_id: "student_survey_response_3").count).to eq 12
+  expect(SurveyItemResponse.where(response_id: "student_survey_response_4").count).to eq 15
+  expect(SurveyItemResponse.where(response_id: "student_survey_response_5").count).to eq 14
 end
 
 def student_survey_item_response_count_matches_expected
@@ -262,20 +262,20 @@ def student_survey_item_response_count_matches_expected
 end
 
 def captures_likert_scores_for_student_survey_item_responses
-  expect(SurveyItemResponse.where(response_id: 'student_survey_response_1').where(survey_item: s_phys_q1).first.likert_score).to eq 3
-  expect(SurveyItemResponse.where(response_id: 'student_survey_response_1').where(survey_item: s_phys_q2)).to be_empty
+  expect(SurveyItemResponse.where(response_id: "student_survey_response_1").where(survey_item: s_phys_q1).first.likert_score).to eq 3
+  expect(SurveyItemResponse.where(response_id: "student_survey_response_1").where(survey_item: s_phys_q2)).to be_empty
 
-  expect(SurveyItemResponse.where(response_id: 'student_survey_response_2').where(survey_item: s_phys_q1)).to be_empty
-  expect(SurveyItemResponse.where(response_id: 'student_survey_response_2').where(survey_item: s_phys_q2)).to be_empty
+  expect(SurveyItemResponse.where(response_id: "student_survey_response_2").where(survey_item: s_phys_q1)).to be_empty
+  expect(SurveyItemResponse.where(response_id: "student_survey_response_2").where(survey_item: s_phys_q2)).to be_empty
 
-  expect(SurveyItemResponse.where(response_id: 'student_survey_response_3').where(survey_item: s_phys_q1).first.likert_score).to eq 1
-  expect(SurveyItemResponse.where(response_id: 'student_survey_response_3').where(survey_item: s_phys_q2).first.likert_score).to eq 3
+  expect(SurveyItemResponse.where(response_id: "student_survey_response_3").where(survey_item: s_phys_q1).first.likert_score).to eq 1
+  expect(SurveyItemResponse.where(response_id: "student_survey_response_3").where(survey_item: s_phys_q2).first.likert_score).to eq 3
 
-  expect(SurveyItemResponse.where(response_id: 'student_survey_response_4').where(survey_item: s_phys_q1).first.likert_score).to eq 1
-  expect(SurveyItemResponse.where(response_id: 'student_survey_response_4').where(survey_item: s_phys_q2).first.likert_score).to eq 1
+  expect(SurveyItemResponse.where(response_id: "student_survey_response_4").where(survey_item: s_phys_q1).first.likert_score).to eq 1
+  expect(SurveyItemResponse.where(response_id: "student_survey_response_4").where(survey_item: s_phys_q2).first.likert_score).to eq 1
 
-  expect(SurveyItemResponse.where(response_id: 'student_survey_response_5').where(survey_item: s_phys_q1).first.likert_score).to eq 1
-  expect(SurveyItemResponse.where(response_id: 'student_survey_response_5').where(survey_item: s_phys_q2).first.likert_score).to eq 2
+  expect(SurveyItemResponse.where(response_id: "student_survey_response_5").where(survey_item: s_phys_q1).first.likert_score).to eq 1
+  expect(SurveyItemResponse.where(response_id: "student_survey_response_5").where(survey_item: s_phys_q2).first.likert_score).to eq 2
 end
 
 def is_idempotent_for_students
@@ -287,12 +287,12 @@ def is_idempotent_for_students
 end
 
 def assigns_grade_level_to_responses
-  results = { 'student_survey_response_1' => 11,
-              'student_survey_response_3' => 8,
-              'student_survey_response_4' => 8,
-              'student_survey_response_5' => 7,
-              'student_survey_response_6' => 3,
-              'student_survey_response_7' => 4 }
+  results = { "student_survey_response_1" => 11,
+              "student_survey_response_3" => 8,
+              "student_survey_response_4" => 8,
+              "student_survey_response_5" => 7,
+              "student_survey_response_6" => 3,
+              "student_survey_response_7" => 4 }
   results.each do |key, value|
     expect(SurveyItemResponse.where(response_id: key).all? do |response|
       response.grade == value
@@ -301,12 +301,12 @@ def assigns_grade_level_to_responses
 end
 
 def assigns_gender_to_responses
-  results = { 'student_survey_response_1' => female,
-              'student_survey_response_3' => male,
-              'student_survey_response_4' => non_binary,
-              'student_survey_response_5' => non_binary,
-              'student_survey_response_6' => unknown_gender,
-              'student_survey_response_7' => unknown_gender }
+  results = { "student_survey_response_1" => female,
+              "student_survey_response_3" => male,
+              "student_survey_response_4" => non_binary,
+              "student_survey_response_5" => non_binary,
+              "student_survey_response_6" => unknown_gender,
+              "student_survey_response_7" => unknown_gender }
 
   results.each do |key, value|
     expect(SurveyItemResponse.where(response_id: key).first.gender).to eq value
@@ -314,34 +314,34 @@ def assigns_gender_to_responses
 end
 
 def assigns_recorded_date_to_student_responses
-  results = { 'student_survey_response_1' => '2020-09-30T18:48:50',
-              'student_survey_response_3' => '2021-03-31T09:59:02',
-              'student_survey_response_4' => '2021-03-31T10:00:17',
-              'student_survey_response_5' => '2021-03-31T10:01:36',
-              'student_survey_response_6' => '2021-03-31T10:01:37',
-              'student_survey_response_7' => '2021-03-31T10:01:38' }
+  results = { "student_survey_response_1" => "2020-09-30T18:48:50",
+              "student_survey_response_3" => "2021-03-31T09:59:02",
+              "student_survey_response_4" => "2021-03-31T10:00:17",
+              "student_survey_response_5" => "2021-03-31T10:01:36",
+              "student_survey_response_6" => "2021-03-31T10:01:37",
+              "student_survey_response_7" => "2021-03-31T10:01:38" }
   results.each do |key, value|
     expect(SurveyItemResponse.find_by_response_id(key).recorded_date).to eq Date.parse(value)
   end
 end
 
 def assigns_recorded_date_to_teacher_responses
-  results = { 'teacher_survey_response_1' => '2020-10-16 11:09:03',
-              'teacher_survey_response_3' => '2020-12-06 8:36:52',
-              'teacher_survey_response_4' => '2020-12-06 8:51:25',
-              'teacher_survey_response_5' => '2020-12-06 8:55:58' }
+  results = { "teacher_survey_response_1" => "2020-10-16 11:09:03",
+              "teacher_survey_response_3" => "2020-12-06 8:36:52",
+              "teacher_survey_response_4" => "2020-12-06 8:51:25",
+              "teacher_survey_response_5" => "2020-12-06 8:55:58" }
   results.each do |key, value|
     expect(SurveyItemResponse.find_by_response_id(key).recorded_date).to eq Date.parse(value)
   end
 end
 
 def assigns_income_to_responses
-  results = { 'student_survey_response_1' => low_income,
-              'student_survey_response_3' => low_income,
-              'student_survey_response_4' => unknown_income,
-              'student_survey_response_5' => low_income,
-              'student_survey_response_6' => high_income,
-              'student_survey_response_7' => low_income }
+  results = { "student_survey_response_1" => low_income,
+              "student_survey_response_3" => low_income,
+              "student_survey_response_4" => unknown_income,
+              "student_survey_response_5" => low_income,
+              "student_survey_response_6" => high_income,
+              "student_survey_response_7" => low_income }
 
   results.each do |key, value|
     expect(SurveyItemResponse.where(response_id: key).first.income).to eq value

spec/system/journey_spec.rb

@@ -1,12 +1,37 @@
+# <<<<<<< HEAD
+# # require "rails_helper"
+# # include AnalyzeHelper
+
+# # describe "District Admin", js: true do
+# #   let(:district) { District.find_by_slug "lee-public-schools" }
+# #   let(:different_district) { District.find_by_slug "maynard-public-schools" }
+# #   let(:school) { School.find_by_slug "lee-elementary-school" }
+# #   let(:school_in_same_district) { School.find_by_slug "lee-middle-high-school" }
+# #   let(:first_school_in_wareham) { School.find_by_slug "fowler-school" }
+
+# #   let(:category) { Category.find_by_name("Teachers & Leadership") }
+# #   let(:different_category) { Category.find_by_name("School Culture") }
+# #   let(:subcategory) { Subcategory.find_by_name("Teachers & The Teaching Environment") }
+# #   let(:different_subcategory) { Subcategory.find_by_name("Relationships") }
+# #   let(:measures_for_subcategory) { Measure.where(subcategory:) }
+# #   let(:scales_for_subcategory) { Scale.where(measure: measures_for_subcategory) }
+# #   let(:survey_items_for_subcategory) { SurveyItem.where(scale: scales_for_subcategory) }
+
+# #   let(:measure_1A_i) { Measure.find_by_measure_id("1A-i") }
+# #   let(:measure_2A_i) { Measure.find_by_measure_id("2A-i") }
+# #   let(:measure_2A_ii) { Measure.find_by_measure_id("2A-ii") }
+# #   let(:measure_4C_i) { Measure.find_by_measure_id("4C-i") }
+# #   let(:measure_with_no_survey_responses) { Measure.find_by_measure_id("3A-i") }
+# =======
 # require "rails_helper"
 # include AnalyzeHelper
 
 # describe "District Admin", js: true do
-#   let(:district) { District.find_by_slug "lee-public-schools" }
-#   let(:different_district) { District.find_by_slug "maynard-public-schools" }
-#   let(:school) { School.find_by_slug "lee-elementary-school" }
-#   let(:school_in_same_district) { School.find_by_slug "lee-middle-high-school" }
-#   let(:first_school_in_wareham) { School.find_by_slug "fowler-school" }
+#   let(:district) { District.find_by_slug "winchester" }
+#   let(:different_district) { District.find_by_slug "wareham" }
+#   let(:school) { School.find_by_slug "winchester-high-school" }
+#   let(:school_in_same_district) { School.find_by_slug "muraco-elementary-school" }
+#   let(:first_school_in_wareham) { School.find_by_slug "john-william-decas-elementary-school" }
 
 #   let(:category) { Category.find_by_name("Teachers & Leadership") }
 #   let(:different_category) { Category.find_by_name("School Culture") }
@@ -21,12 +46,27 @@
 #   let(:measure_2A_ii) { Measure.find_by_measure_id("2A-ii") }
 #   let(:measure_4C_i) { Measure.find_by_measure_id("4C-i") }
 #   let(:measure_with_no_survey_responses) { Measure.find_by_measure_id("3A-i") }
-
-#   let(:survey_items_for_measure_1A_i) { measure_1A_i.survey_items }
-#   let(:survey_items_for_measure_2A_i) { measure_2A_i.survey_items }
-#   let(:survey_items_for_measure_2A_ii) { measure_2A_ii.survey_items }
-#   let(:survey_items_for_measure_4C_i) { measure_4C_i.survey_items }
-
+# >>>>>>> a71ebbc (Add Overall Response Rate)
+
+# #   let(:survey_items_for_measure_1A_i) { measure_1A_i.survey_items }
+# #   let(:survey_items_for_measure_2A_i) { measure_2A_i.survey_items }
+# #   let(:survey_items_for_measure_2A_ii) { measure_2A_ii.survey_items }
+# #   let(:survey_items_for_measure_4C_i) { measure_4C_i.survey_items }
+
+# <<<<<<< HEAD
+# #   let(:ay_2021_22) { AcademicYear.find_by_range "2021-22" }
+# #   let(:ay_2019_20) { AcademicYear.find_by_range "2019-20" }
+# #   let(:response_rates) do
+# #     [ay_2021_22, ay_2019_20].each do |academic_year|
+# #       [school, school_in_same_district, first_school_in_wareham].each do |school|
+# #         [subcategory, different_subcategory].each do |subcategory|
+# #           ResponseRate.create!(subcategory:, school:, academic_year:, student_response_rate: 100, teacher_response_rate: 100,
+# #                                meets_student_threshold: true, meets_teacher_threshold: true)
+# #         end
+# #       end
+# #     end
+# #   end
+# =======
 #   let(:ay_2021_22) { AcademicYear.find_by_range "2021-22" }
 #   let(:ay_2019_20) { AcademicYear.find_by_range "2019-20" }
 #   let(:response_rates) do
@@ -34,83 +74,140 @@
 #       [school, school_in_same_district, first_school_in_wareham].each do |school|
 #         [subcategory, different_subcategory].each do |subcategory|
 #           ResponseRate.create!(subcategory:, school:, academic_year:, student_response_rate: 100, teacher_response_rate: 100,
-#                                meets_student_threshold: true, meets_teacher_threshold: true)
+#             meets_student_threshold: true, meets_teacher_threshold: true)
 #         end
 #       end
 #     end
 #   end
-
-#   let(:username) { district.short_name }
-#   let(:password) { "#{district.short_name}!" }
-
-#   let(:respondents) do
-#     respondent = Respondent.find_or_initialize_by(school:, academic_year: ay_2021_22)
-#     respondent.total_students = 8
-#     respondent.total_teachers = 8
-#     respondent.one = 20
-#     respondent.save
-
-#     respondent = Respondent.find_or_initialize_by(school:, academic_year: ay_2019_20)
-#     respondent.total_students = 8
-#     respondent.total_teachers = 8
-#     respondent.one = 20
-#     respondent.save
-#   end
-
-#   before :each do
-#     Rails.application.load_seed
-
-#     respondents
-#     response_rates
-#     survey_item_responses = []
-
+# >>>>>>> a71ebbc (Add Overall Response Rate)
+
+# #   let(:username) { district.short_name }
+# #   let(:password) { "#{district.short_name}!" }
+
+# #   let(:respondents) do
+# #     respondent = Respondent.find_or_initialize_by(school:, academic_year: ay_2021_22)
+# #     respondent.total_students = 8
+# #     respondent.total_teachers = 8
+# #     respondent.one = 20
+# #     respondent.save
+
+# #     respondent = Respondent.find_or_initialize_by(school:, academic_year: ay_2019_20)
+# #     respondent.total_students = 8
+# #     respondent.total_teachers = 8
+# #     respondent.one = 20
+# #     respondent.save
+# #   end
+
+# #   before :each do
+# #     Rails.application.load_seed
+
+# <<<<<<< HEAD
+# #     respondents
+# #     response_rates
+# #     survey_item_responses = []
+
+# #     survey_items_for_measure_1A_i.each do |survey_item|
+# #       SurveyItemResponse::TEACHER_RESPONSE_THRESHOLD.times do
+# #         survey_item_responses << SurveyItemResponse.new(response_id: rand.to_s, academic_year: ay_2021_22,
+# #                                                         school:, survey_item:, likert_score: 4)
+# #       end
+# #     end
+
+# #     survey_items_for_measure_2A_i.each do |survey_item|
+# #       SurveyItemResponse::STUDENT_RESPONSE_THRESHOLD.times do
+# #         survey_item_responses << SurveyItemResponse.new(response_id: rand.to_s, academic_year: ay_2021_22,
+# #                                                         school:, survey_item:, likert_score: 5, grade: 1)
+# #       end
+# #     end
+
+# #     survey_items_for_measure_2A_ii.each do |survey_item|
+# #       SurveyItemResponse::STUDENT_RESPONSE_THRESHOLD.times do
+# #         survey_item_responses << SurveyItemResponse.new(response_id: rand.to_s, academic_year: ay_2021_22,
+# #                                                         school:, survey_item:, likert_score: 5, grade: 1)
+# #       end
+# #     end
+
+# #     survey_items_for_measure_4C_i.each do |survey_item|
+# #       SurveyItemResponse::TEACHER_RESPONSE_THRESHOLD.times do
+# #         survey_item_responses << SurveyItemResponse.new(response_id: rand.to_s, academic_year: ay_2021_22,
+# #                                                         school:, survey_item:, likert_score: 1, grade: 1)
+# #       end
+# #     end
+# =======
 #     survey_items_for_measure_1A_i.each do |survey_item|
 #       SurveyItemResponse::TEACHER_RESPONSE_THRESHOLD.times do
 #         survey_item_responses << SurveyItemResponse.new(response_id: rand.to_s, academic_year: ay_2021_22,
-#                                                         school:, survey_item:, likert_score: 4)
+#           school:, survey_item:, likert_score: 4)
 #       end
 #     end
 
 #     survey_items_for_measure_2A_i.each do |survey_item|
 #       SurveyItemResponse::STUDENT_RESPONSE_THRESHOLD.times do
 #         survey_item_responses << SurveyItemResponse.new(response_id: rand.to_s, academic_year: ay_2021_22,
-#                                                         school:, survey_item:, likert_score: 5, grade: 1)
+#           school:, survey_item:, likert_score: 5, grade: 1)
 #       end
 #     end
 
 #     survey_items_for_measure_2A_ii.each do |survey_item|
 #       SurveyItemResponse::STUDENT_RESPONSE_THRESHOLD.times do
 #         survey_item_responses << SurveyItemResponse.new(response_id: rand.to_s, academic_year: ay_2021_22,
-#                                                         school:, survey_item:, likert_score: 5, grade: 1)
+#           school:, survey_item:, likert_score: 5, grade: 1)
 #       end
 #     end
 
 #     survey_items_for_measure_4C_i.each do |survey_item|
 #       SurveyItemResponse::TEACHER_RESPONSE_THRESHOLD.times do
 #         survey_item_responses << SurveyItemResponse.new(response_id: rand.to_s, academic_year: ay_2021_22,
-#                                                         school:, survey_item:, likert_score: 1, grade: 1)
+#           school:, survey_item:, likert_score: 1, grade: 1)
 #       end
 #     end
 
 #     survey_items_for_subcategory.each do |survey_item|
 #       2.times do
 #         survey_item_responses << SurveyItemResponse.new(response_id: rand.to_s, academic_year: ay_2021_22,
-#                                                         school:, survey_item:, likert_score: 4, grade: 1)
+#           school:, survey_item:, likert_score: 4, grade: 1)
 #       end
 #     end
-
-#     SurveyItemResponse.import survey_item_responses
-#   end
-
+# >>>>>>> a71ebbc (Add Overall Response Rate)
+
+# #     survey_items_for_subcategory.each do |survey_item|
+# #       2.times do
+# #         survey_item_responses << SurveyItemResponse.new(response_id: rand.to_s, academic_year: ay_2021_22,
+# #                                                         school:, survey_item:, likert_score: 4, grade: 1)
+# #       end
+# #     end
+
+# #     SurveyItemResponse.import survey_item_responses
+# #   end
+
+# <<<<<<< HEAD
+# #   it "navigates through the site" do
+# #     page.driver.basic_authorize(username, password)
+
+# #     visit "/welcome"
+# #     expect(page).to have_text("Teachers & Leadership")
+# #     go_to_school_overview_from_welcome_page(district, school)
+# =======
 #   it "navigates through the site" do
-#     page.driver.basic_authorize(username, password)
+#     # page.driver.basic_authorize(username, password)
 
 #     visit "/welcome"
 #     expect(page).to have_text("Teachers & Leadership")
 #     go_to_school_overview_from_welcome_page(district, school)
+# >>>>>>> a71ebbc (Add Overall Response Rate)
 
-#     district_admin_sees_overview_content
+# #     district_admin_sees_overview_content
+
+# <<<<<<< HEAD
+# #     click_on "Teachers & Leadership"
+# #     district_admin_sees_browse_content
 
+# #     click_on "Overview"
+# #     district_admin_sees_overview_content
+
+# #     click_on "Analyze"
+# #     district_admin_sees_analyze_content
+# =======
 #     click_on "Teachers & Leadership"
 #     district_admin_sees_browse_content
 
@@ -119,46 +216,101 @@
 
 #     click_on "Analyze"
 #     district_admin_sees_analyze_content
+# >>>>>>> a71ebbc (Add Overall Response Rate)
+
+# #     go_to_different_category(different_category)
+# #     district_admin_sees_category_change
 
-#     go_to_different_category(different_category)
-#     district_admin_sees_category_change
+# #     go_to_different_subcategory(different_subcategory)
+# #     district_admin_sees_subcategory_change
 
-#     go_to_different_subcategory(different_subcategory)
-#     district_admin_sees_subcategory_change
+# <<<<<<< HEAD
+# #     click_on "Browse"
+# #     district_admin_sees_browse_content
 
+# #     click_on "School Culture"
+# #     expect(page).to have_text("Measures the degree to which the school environment is safe, caring, and academically-oriented. It considers factors like bullying, student-teacher relationships, and student valuing of learning.")
+# =======
 #     click_on "Browse"
 #     district_admin_sees_browse_content
 
 #     click_on "School Culture"
 #     expect(page).to have_text("Measures the degree to which the school environment is safe, caring, and academically-oriented. It considers factors like bullying, student-teacher relationships, and student valuing of learning.")
+# >>>>>>> a71ebbc (Add Overall Response Rate)
 
-#     go_to_different_school_in_same_district(school_in_same_district)
-#     district_admin_sees_schools_change
+# #     go_to_different_school_in_same_district(school_in_same_district)
+# #     district_admin_sees_schools_change
 
-#     go_to_different_district(different_district)
-#     district_admin_sees_district_change
+# #     go_to_different_district(different_district)
+# #     district_admin_sees_district_change
 
-#     go_to_different_year(ay_2019_20)
-#     district_admin_sees_year_change
-#   end
-# end
+# #     go_to_different_year(ay_2019_20)
+# #     district_admin_sees_year_change
+# #   end
+# # end
 
-# private
+# # private
 
+# <<<<<<< HEAD
+# # def district_admin_sees_professional_qualifications
+# #   expect(page).to have_text("Professional Qualifications")
+# #   expect(page).to have_css("[data-for-measure-id='1A-i']")
+# =======
 # def district_admin_sees_professional_qualifications
 #   expect(page).to have_text("Professional Qualifications")
 #   expect(page).to have_css("[data-for-measure-id='1A-i']")
+# >>>>>>> a71ebbc (Add Overall Response Rate)
 
-#   # TODO: cutpoints in source of truth have changed so the cutpoints have moved and '2.99%' is no longer a valid value for this cutpoint.
-#   # expect(page).to have_css("[data-for-measure-id='1A-i'][width='2.99%'][x='60%']")
-# end
+# #   # TODO: cutpoints in source of truth have changed so the cutpoints have moved and '2.99%' is no longer a valid value for this cutpoint.
+# #   # expect(page).to have_css("[data-for-measure-id='1A-i'][width='2.99%'][x='60%']")
+# # end
 
+# <<<<<<< HEAD
+# # def district_admin_sees_student_physical_safety
+# #   expect(page).to have_text("Student Physical Safety")
+# =======
 # def district_admin_sees_student_physical_safety
 #   expect(page).to have_text("Student Physical Safety")
-
-#   expect(page).to have_css("[data-for-measure-id='2A-i'][width='40.0%'][x='60%']")
-# end
-
+# >>>>>>> a71ebbc (Add Overall Response Rate)
+
+# #   expect(page).to have_css("[data-for-measure-id='2A-i'][width='40.0%'][x='60%']")
+# # end
+
+# <<<<<<< HEAD
+# # def district_admin_sees_problem_solving_emphasis
+# #   expect(page).to have_text("Problem Solving")
+# #   expect(page).to have_css("[data-for-measure-id='4C-i'][width='60.0%'][x='0.0%']")
+# # end
+
+# # def go_to_school_overview_from_welcome_page(district, school)
+# #   expect(page).to have_select("district", selected: "Select a District")
+# #   select district.name, from: "district-dropdown"
+# #   expect(page).to have_select("school", selected: "Select a School")
+# #   select school.name, from: "school-dropdown"
+# #   expect(page).to have_select("school", selected: "Lee Elementary School")
+
+# #   expect(page).to have_xpath("//a[@class='mx-4 btn btn-secondary'][.='Go' and not(@disabled='disabled')]")
+# #   click_on "Go"
+# # end
+
+# # def go_to_different_school_in_same_district(school)
+# #   select school.name, from: "select-school"
+# # end
+
+# # def go_to_different_district(district)
+# #   page.driver.basic_authorize(different_district.short_name, "#{different_district.short_name}!")
+# #   select district.name, from: "select-district"
+# # end
+
+# # def go_to_different_year(year)
+# #   select year.formatted_range, from: "select-academic-year"
+# # end
+
+# # def district_admin_sees_schools_change
+# #   expected_path = "/districts/#{school_in_same_district.district.slug}/schools/#{school_in_same_district.slug}/browse/teachers-and-leadership?year=#{ay_2021_22.range}"
+# #   expect(page).to have_current_path(expected_path)
+# # end
+# =======
 # def district_admin_sees_problem_solving_emphasis
 #   expect(page).to have_text("Problem Solving")
 #   expect(page).to have_css("[data-for-measure-id='4C-i'][width='60.0%'][x='0.0%']")
@@ -169,9 +321,8 @@
 #   select district.name, from: "district-dropdown"
 #   expect(page).to have_select("school", selected: "Select a School")
 #   select school.name, from: "school-dropdown"
-#   expect(page).to have_select("school", selected: "Lee Elementary School")
+#   expect(page).to have_select("school", selected: "Winchester High School")
 
-#   expect(page).to have_xpath("//a[@class='mx-4 btn btn-secondary'][.='Go' and not(@disabled='disabled')]")
 #   click_on "Go"
 # end
 
@@ -180,7 +331,6 @@
 # end
 
 # def go_to_different_district(district)
-#   page.driver.basic_authorize(different_district.short_name, "#{different_district.short_name}!")
 #   select district.name, from: "select-district"
 # end
 
@@ -188,31 +338,67 @@
 #   select year.formatted_range, from: "select-academic-year"
 # end
 
-# def district_admin_sees_schools_change
-#   expected_path = "/districts/#{school_in_same_district.district.slug}/schools/#{school_in_same_district.slug}/browse/teachers-and-leadership?year=#{ay_2021_22.range}"
-#   expect(page).to have_current_path(expected_path)
-# end
-
-# def district_admin_sees_district_change
-#   expected_path = "/districts/#{different_district.slug}/schools/#{different_district.schools.alphabetic.first.slug}/browse/teachers-and-leadership?year=#{ay_2021_22.range}"
-#   expect(page).to have_current_path(expected_path)
+# def got_to_analyze_page
 # end
-
-# def district_admin_sees_year_change
-#   expected_path = "/districts/#{different_district.slug}/schools/#{different_district.schools.alphabetic.first.slug}/browse/teachers-and-leadership?year=2019-20"
-#   expect(page).to have_current_path(expected_path)
-# end
-
+# >>>>>>> a71ebbc (Add Overall Response Rate)
+
+# # def district_admin_sees_district_change
+# #   expected_path = "/districts/#{different_district.slug}/schools/#{different_district.schools.alphabetic.first.slug}/browse/teachers-and-leadership?year=#{ay_2021_22.range}"
+# #   expect(page).to have_current_path(expected_path)
+# # end
+
+# # def district_admin_sees_year_change
+# #   expected_path = "/districts/#{different_district.slug}/schools/#{different_district.schools.alphabetic.first.slug}/browse/teachers-and-leadership?year=2019-20"
+# #   expect(page).to have_current_path(expected_path)
+# # end
+
+# # def district_admin_sees_overview_content
+# #   expect(page).to have_select("academic-year", selected: "2021 – 2022")
+# #   expect(page).to have_select("district", selected: "Lee Public Schools")
+# #   expect(page).to have_select("school", selected: "Lee Elementary School")
+# #   expect(page).to have_text(school.name)
+
+# <<<<<<< HEAD
+# #   district_admin_sees_professional_qualifications
+# #   district_admin_sees_student_physical_safety
+# #   district_admin_sees_problem_solving_emphasis
+# =======
 # def district_admin_sees_overview_content
 #   expect(page).to have_select("academic-year", selected: "2021 – 2022")
-#   expect(page).to have_select("district", selected: "Lee Public Schools")
-#   expect(page).to have_select("school", selected: "Lee Elementary School")
+#   expect(page).to have_select("district", selected: "Winchester")
+#   expect(page).to have_select("school", selected: "Winchester High School")
 #   expect(page).to have_text(school.name)
+# >>>>>>> a71ebbc (Add Overall Response Rate)
+
+# #   page.assert_selector(".measure-row-bar", count: 6)
+# # end
+
+# <<<<<<< HEAD
+# # def district_admin_sees_browse_content
+# #   expect(page).to have_text("Teachers & Leadership")
+# #   expect(page).to have_text("Approval")
+# # end
+
+# # def district_admin_sees_analyze_content
+# #   expect(page).to have_text("1:Teachers & Leadership > 1A:Teachers & The Teaching Environment")
+# # end
+
+# # def go_to_different_category(category)
+# #   select category.name, from: "select-category"
+# # end
+
+# # def district_admin_sees_category_change
+# #   expect(page).to have_text "2A:Safety"
+# # end
 
-#   district_admin_sees_professional_qualifications
-#   district_admin_sees_student_physical_safety
-#   district_admin_sees_problem_solving_emphasis
+# # def go_to_different_subcategory(subcategory)
+# #   select subcategory.name, from: "select-subcategory"
+# # end
 
+# # def district_admin_sees_subcategory_change
+# #   expect(page).to have_text("Relationships")
+# # end
+# =======
 #   page.assert_selector(".measure-row-bar", count: 6)
 # end
 
@@ -240,3 +426,4 @@
 # def district_admin_sees_subcategory_change
 #   expect(page).to have_text("Relationships")
 # end
+# >>>>>>> a71ebbc (Add Overall Response Rate)

spec/views/overview/index.html.erb_spec.rb

@@ -1,42 +1,42 @@
-require 'rails_helper'
+require "rails_helper"
 include VarianceHelper
 
-describe 'overview/index' do
+describe "overview/index" do
   subject { Nokogiri::HTML(rendered) }
 
   let(:support_for_teaching) do
-    measure = create(:measure, name: 'Support For Teaching Development & Growth', measure_id: '1')
+    measure = create(:measure, name: "Support For Teaching Development & Growth", measure_id: "1")
     scale = create(:scale, measure:)
     create(:student_survey_item,
-           scale:,
-           watch_low_benchmark: 1.5,
-           growth_low_benchmark: 2.5,
-           approval_low_benchmark: 3.5,
-           ideal_low_benchmark: 4.5)
+      scale:,
+      watch_low_benchmark: 1.5,
+      growth_low_benchmark: 2.5,
+      approval_low_benchmark: 3.5,
+      ideal_low_benchmark: 4.5)
     measure
   end
 
   let(:effective_leadership) do
-    measure = create(:measure, name: 'Effective Leadership', measure_id: '2')
+    measure = create(:measure, name: "Effective Leadership", measure_id: "2")
     scale = create(:scale, measure:)
     create(:teacher_survey_item,
-           scale:,
-           watch_low_benchmark: 1.5,
-           growth_low_benchmark: 2.5,
-           approval_low_benchmark: 3.5,
-           ideal_low_benchmark: 4.5)
+      scale:,
+      watch_low_benchmark: 1.5,
+      growth_low_benchmark: 2.5,
+      approval_low_benchmark: 3.5,
+      ideal_low_benchmark: 4.5)
     measure
   end
 
   let(:professional_qualifications) do
-    measure = create(:measure, name: 'Professional Qualifications', measure_id: '3')
+    measure = create(:measure, name: "Professional Qualifications", measure_id: "3")
     scale = create(:scale, measure:)
     create(:admin_data_item,
-           scale:,
-           watch_low_benchmark: 1.5,
-           growth_low_benchmark: 2.5,
-           approval_low_benchmark: 3.5,
-           ideal_low_benchmark: 4.5)
+      scale:,
+      watch_low_benchmark: 1.5,
+      growth_low_benchmark: 2.5,
+      approval_low_benchmark: 3.5,
+      ideal_low_benchmark: 4.5)
     measure
   end
 
@@ -47,14 +47,19 @@ describe 'overview/index' do
     assign :academic_years, [@academic_year]
     @district = create(:district)
     @school = create(:school)
+    @student_response_rate_presenter = ResponseRatePresenter.new(focus: :student, school: @school,
+      academic_year: @academic_year)
+    @teacher_response_rate_presenter = ResponseRatePresenter.new(focus: :teacher, school: @school,
+      academic_year: @academic_year)
 
+    Respondent.create!(school: @school, academic_year: @academic_year, total_students: 40, total_teachers: 40)
     ResponseRate.create!(subcategory: Subcategory.first, school: @school, academic_year: @academic_year,
-                         student_response_rate: 100, teacher_response_rate: 100, meets_student_threshold: true, meets_teacher_threshold: true)
+      student_response_rate: 100, teacher_response_rate: 100, meets_student_threshold: true, meets_teacher_threshold: true)
 
     render
   end
 
-  context 'when some presenters have a nil score' do
+  context "when some presenters have a nil score" do
     let(:variance_chart_row_presenters) do
       [
         VarianceChartRowPresenter.new(measure: support_for_teaching, score: Score.new),
@@ -63,49 +68,49 @@ describe 'overview/index' do
       ]
     end
 
-    it 'displays a note detailing which measures have insufficient responses for the given school & academic year' do
+    it "displays a note detailing which measures have insufficient responses for the given school & academic year" do
       expect(rendered).to match %r{Note: The following measures are not displayed due to limited availability of school admin data and/or low survey response rates: Support For Teaching Development & Growth; Professional Qualifications.}
     end
 
-    it 'displays a variance row and label only those presenters for which the score is not nil' do
-      displayed_variance_rows = subject.css('[data-for-measure-id]')
+    it "displays a variance row and label only those presenters for which the score is not nil" do
+      displayed_variance_rows = subject.css("[data-for-measure-id]")
       expect(displayed_variance_rows.count).to eq 1
-      expect(displayed_variance_rows.first.attribute('data-for-measure-id').value).to eq '2'
+      expect(displayed_variance_rows.first.attribute("data-for-measure-id").value).to eq "2"
 
-      displayed_variance_labels = subject.css('[data-variance-row-label]')
+      displayed_variance_labels = subject.css("[data-variance-row-label]")
       expect(displayed_variance_labels.count).to eq 1
-      expect(displayed_variance_labels.first.inner_text).to include 'Effective Leadership'
+      expect(displayed_variance_labels.first.inner_text).to include "Effective Leadership"
     end
   end
 
-  context 'when all the presenters have a non-nil score' do
+  context "when all the presenters have a non-nil score" do
     let(:variance_chart_row_presenters) do
-      measure = create(:measure, name: 'Display Me', measure_id: 'display-me')
+      measure = create(:measure, name: "Display Me", measure_id: "display-me")
       scale = create(:scale, measure:)
       create(:student_survey_item,
-             scale:,
-             watch_low_benchmark: 1.5,
-             growth_low_benchmark: 2.5,
-             approval_low_benchmark: 3.5,
-             ideal_low_benchmark: 4.5)
+        scale:,
+        watch_low_benchmark: 1.5,
+        growth_low_benchmark: 2.5,
+        approval_low_benchmark: 3.5,
+        ideal_low_benchmark: 4.5)
       [
         VarianceChartRowPresenter.new(measure:,
-                                      score: Score.new(average: rand))
+          score: Score.new(average: rand))
       ]
     end
 
-    it 'does not display a note detailing which measures have insufficient responses for the given school & academic year' do
+    it "does not display a note detailing which measures have insufficient responses for the given school & academic year" do
       expect(rendered).not_to match %r{Note: The following measures are not displayed due to limited availability of school admin data and/or low survey response rates}
     end
 
-    it 'displays a variance row for each presenter' do
-      displayed_variance_rows = subject.css('[data-for-measure-id]')
+    it "displays a variance row for each presenter" do
+      displayed_variance_rows = subject.css("[data-for-measure-id]")
       expect(displayed_variance_rows.count).to eq 1
-      expect(displayed_variance_rows.first.attribute('data-for-measure-id').value).to eq 'display-me'
+      expect(displayed_variance_rows.first.attribute("data-for-measure-id").value).to eq "display-me"
 
-      displayed_variance_labels = subject.css('[data-variance-row-label]')
+      displayed_variance_labels = subject.css("[data-variance-row-label]")
       expect(displayed_variance_labels.count).to eq 1
-      expect(displayed_variance_labels.first.inner_text).to include 'Display Me'
+      expect(displayed_variance_labels.first.inner_text).to include "Display Me"
     end
   end
 end