chore: refactor Race out of survey_item_values

app/services/survey_item_values.rb

@@ -1,5 +1,5 @@
 class SurveyItemValues
-  attr_reader :row, :headers,  :survey_items, :schools
+  attr_reader :row, :headers, :survey_items, :schools
 
   def initialize(row:, headers:, survey_items:, schools:)
     @row = row
@@ -17,7 +17,7 @@ class SurveyItemValues
     row["Raw SpEd"] = raw_sped
     row["SpEd"] = sped
     row["Progress Count"] = progress
-    row["Race"] ||= races.map { |race| race&.qualtrics_code }.join(",")
+    row["Race"] ||= races.join(",")
     row["Gender"] ||= gender
 
     copy_data_to_main_column(main: /Race/i, secondary: /Race Secondary|Race-1/i)
@@ -135,6 +135,8 @@ class SurveyItemValues
       race_codes ||= sis ||= value_from(pattern: /Race\s*-\s*Qcodes/i)
       race_codes ||= value_from(pattern: /RACE/i) || ""
       race_codes ||= []
+
+      
       race_codes = race_codes.split(",")
                              .map do |word|
                      word.split(/\s+and\s+/i)
@@ -302,27 +304,27 @@ class SurveyItemValues
 
   def process_races(codes:)
     races = codes.map do |code|
-      code = code.to_i
       code = 99 if [6, 7].include?(code) || code.nil? || code.zero?
-      Race.find_by_qualtrics_code(code)
+      code
     end.uniq
+
     races = add_unknown_race_if_other_races_missing(races:)
     races = remove_unknown_race_if_other_races_present(races:)
     add_multiracial_designation(races:)
   end
 
   def remove_unknown_race_if_other_races_present(races:)
-    races.delete(Race.find_by_qualtrics_code(99)) if races.length > 1
+    races.delete(99) if races.length > 1
     races
   end
 
   def add_multiracial_designation(races:)
-    races << Race.find_by_qualtrics_code(100) if races.length > 1
+    races << 100 if races.length > 1
     races
   end
 
   def add_unknown_race_if_other_races_missing(races:)
-    races << Race.find_by_qualtrics_code(99) if races.length == 0
+    races << 99 if races.length == 0
     races
   end
 end

app/services/survey_responses_data_loader.rb

@@ -9,7 +9,7 @@ class SurveyResponsesDataLoader
 
       file.lazy.each_slice(500) do |lines|
         survey_item_responses = CSV.parse(lines.join, headers:).map do |row|
-          process_row(row: SurveyItemValues.new(row:, headers: headers_array,  survey_items: all_survey_items, schools:),
+          process_row(row: SurveyItemValues.new(row:, headers: headers_array, survey_items: all_survey_items, schools:),
                       rules:)
         end
         SurveyItemResponse.import survey_item_responses.compact.flatten, batch_size: 500, on_duplicate_key_update: :all
@@ -29,7 +29,7 @@ class SurveyResponsesDataLoader
       next unless line.present?
 
       CSV.parse(line, headers:).map do |row|
-        survey_item_responses << process_row(row: SurveyItemValues.new(row:, headers: headers_array,  survey_items: all_survey_items, schools:),
+        survey_item_responses << process_row(row: SurveyItemValues.new(row:, headers: headers_array, survey_items: all_survey_items, schools:),
                                              rules:)
       end
 
@@ -54,6 +54,10 @@ class SurveyResponsesDataLoader
     @genders = Gender.by_qualtrics_code
   end
 
+  def races
+    @races = Race.by_qualtrics_code
+  end
+
   def incomes
     @incomes ||= Income.by_slug
   end
@@ -80,8 +84,8 @@ class SurveyResponsesDataLoader
   def process_survey_items(row:)
     student = Student.find_or_create_by(response_id: row.response_id, lasid: row.lasid)
     student.races.delete_all
-    races = row.races
-    races.map do |race|
+    tmp_races = row.races.map do |race| races[race] end
+    tmp_races.each do |race|
       student.races << race
     end
 

spec/fixtures/test_2020-21_student_survey_responses.csv

@@ -1,8 +1,8 @@
 Start Date,End Date,Response Type,IP Address,Progress,Duration (in seconds),Finished,RecordedDate,ResponseId,LASID,Recipient Last Name,Recipient First Name,Recipient Email,External Data Reference,Location Latitude,Location Longitude,Distribution Channel,User Language,district,school,DESE ID,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,s-emsa-q1,s-emsa-q2,s-emsa-q3,s-tint-q1,s-tint-q2,#N/A,s-tint-q4,s-tint-q5,s-acpr-q1,s-acpr-q2,s-acpr-q3,s-acpr-q4,#N/A,#N/A,s-cure-q3,s-cure-q4,#N/A,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,#N/A,#N/A,s-grmi-q4,s-appa-q1,s-appa-q2,#N/A,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-q1-1,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-acst-q4,s-acst-q5,s-grit-q1,s-grit-q2,s-grit-q3,s-grit-q4,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,race,What is your race/ethnicity?(Please select all that apply) - Selected Choice,grade,gender,Raw Income,Income,Raw ELL,ELL,Raw SpEd
 2020-09-29 18:28:41,2020-09-29 18:48:28,0,73.249.89.226,6,1186,0,2020-09-30T18:48:50,student_survey_response_1,123456,,,,,,,anonymous,EN,1,8,1500025,,,,dddd,4,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,3,0,some non-integer response,6,,,,5,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,EN,,,,,1,888,11th,1,Free Lunch,Economically Disadvantaged – Y,Does not apply,Not ELL,exited
-2021-02-23 15:12:58,2021-02-23 15:13:17,0,50.207.254.114,0,19,0,2021-02-24T15:13:19,student_survey_response_2,234567,,,,,,,anonymous,EN,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,NA,,,,,,,,,,,,,,,,,,,,,EN,,,,,"2,3,4",888,10,,Not Eligible,Economically Disadvantaged – N,,Unknown,Unknown
-2021-03-31 9:50:19,2021-03-31 9:59:01,0,108.7.17.250,100,522,1,2021-03-31T09:59:02,student_survey_response_3,345678,,,,,42.53340149,-70.96530151,anonymous,EN,3,2,1500505,12,4,108,3300,7,1,,,,,,,,,,,,,,2,4,2,1,4,3,3,,,,,3,3,3,3,,,,,NA,,,,,,,,,3,2,3,3,2,1,3,3,4,1,3,3,4,4,2,4,3,3,4,3,3,3,4,3,3,3,3,3,,,,,,,,,,3,4,4,2,3,3,1,,3,,EN,Math teacher,,,,6,888,8,2,Reduced Lunch,Economically Disadvantaged – Y,,Unknown,Unknown
+2021-02-23 15:12:58,2021-02-23 15:13:17,0,50.207.254.114,0,19,0,2021-02-24T15:13:19,student_survey_response_2,234567,,,,,,,anonymous,EN,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,NA,,,,,,,,,,,,,,,,,,,,,EN,,,,,,888,10,,Not Eligible,Economically Disadvantaged – N,,Unknown,Unknown
+2021-03-31 9:50:19,2021-03-31 9:59:01,0,108.7.17.250,100,522,1,2021-03-31T09:59:02,student_survey_response_3,345678,,,,,42.53340149,-70.96530151,anonymous,EN,3,2,1500505,12,4,108,3300,7,1,,,,,,,,,,,,,,2,4,2,1,4,3,3,,,,,3,3,3,3,,,,,NA,,,,,,,,,3,2,3,3,2,1,3,3,4,1,3,3,4,4,2,4,3,3,4,3,3,3,4,3,3,3,3,3,,,,,,,,,,3,4,4,2,3,3,1,,3,,EN,Math teacher,,,,"2,3,4",888,8,2,Reduced Lunch,Economically Disadvantaged – Y,,Unknown,Unknown
 2021-03-31 9:50:09,2021-03-31 10:00:16,0,67.186.188.168,100,607,1,2021-03-31T10:00:17,student_survey_response_4,456789,,,,,42.63510132,-71.30139923,anonymous,EN,3,2,1500505,12,18,108,2064,7,1,,2,2,1,,,,,,,,,,,,,,,,,,,,,,,,,3,5,3,3,,,,,,,,,,4,4,3,4,5,1,,1,5,1,3,2,4,4,1,2,1,3,2,3,3,3,4,2,5,3,4,5,5,3,3,4,3,,,,,4,4,4,4,3,5,2,,2,,EN,,,,English teacher,7,888,8,3,,Unknown,LEP student not 1st year,ELL,active
 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,EL Student First Year,ELL,active
 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,Unknown,Unknown,NA
-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,,,,4,7,Reduced Lunch,Economically Disadvantaged – Y,#N/A,Unknown,
+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,,5,,4,7,Reduced Lunch,Economically Disadvantaged – Y,#N/A,Unknown,

spec/services/survey_item_values_spec.rb

@@ -224,15 +224,15 @@ RSpec.describe SurveyItemValues, type: :model do
       it "returns the gender that maps to the gender provided" do
         row = { "Race" => "1" }
         values = SurveyItemValues.new(row:, headers:,  survey_items:, schools:)
-        expect(values.races.map { |race| race&.qualtrics_code }).to eq [1]
+        expect(values.races).to eq [1]
 
         row = { "Race" => "Native American" }
         values = SurveyItemValues.new(row:, headers:,  survey_items:, schools:)
-        expect(values.races.map { |race| race&.qualtrics_code }).to eq [1]
+        expect(values.races).to eq [1]
 
         row = { "Race" => "American Indian or Alaskan Native" }
         values = SurveyItemValues.new(row:, headers:,  survey_items:, schools:)
-        expect(values.races.map { |race| race&.qualtrics_code }).to eq [1]
+        expect(values.races).to eq [1]
       end
     end
 
@@ -240,19 +240,19 @@ RSpec.describe SurveyItemValues, type: :model do
       it "returns the gender that maps to the gender provided" do
         row = { "Race" => "2" }
         values = SurveyItemValues.new(row:, headers:,  survey_items:, schools:)
-        expect(values.races.map { |race| race&.qualtrics_code }).to eq [2]
+        expect(values.races).to eq [2]
 
         row = { "Race" => "Asian" }
         values = SurveyItemValues.new(row:, headers:,  survey_items:, schools:)
-        expect(values.races.map { |race| race&.qualtrics_code }).to eq [2]
+        expect(values.races).to eq [2]
 
         row = { "Race" => "Pacific Islander" }
         values = SurveyItemValues.new(row:, headers:,  survey_items:, schools:)
-        expect(values.races.map { |race| race&.qualtrics_code }).to eq [2]
+        expect(values.races).to eq [2]
 
         row = { "Race" => "Pacific Island or Hawaiian Native" }
         values = SurveyItemValues.new(row:, headers:,  survey_items:, schools:)
-        expect(values.races.map { |race| race&.qualtrics_code }).to eq [2]
+        expect(values.races).to eq [2]
       end
     end
 
@@ -260,15 +260,15 @@ RSpec.describe SurveyItemValues, type: :model do
       it "returns the gender that maps to the gender provided" do
         row = { "Race" => "3" }
         values = SurveyItemValues.new(row:, headers:,  survey_items:, schools:)
-        expect(values.races.map { |race| race&.qualtrics_code }).to eq [3]
+        expect(values.races).to eq [3]
 
         row = { "Race" => "Black" }
         values = SurveyItemValues.new(row:, headers:,  survey_items:, schools:)
-        expect(values.races.map { |race| race&.qualtrics_code }).to eq [3]
+        expect(values.races).to eq [3]
 
         row = { "Race" => "African American" }
         values = SurveyItemValues.new(row:, headers:,  survey_items:, schools:)
-        expect(values.races.map { |race| race&.qualtrics_code }).to eq [3]
+        expect(values.races).to eq [3]
       end
     end
 
@@ -276,15 +276,15 @@ RSpec.describe SurveyItemValues, type: :model do
       it "returns the gender that maps to the gender provided" do
         row = { "Race" => "4" }
         values = SurveyItemValues.new(row:, headers:,  survey_items:, schools:)
-        expect(values.races.map { |race| race&.qualtrics_code }).to eq [4]
+        expect(values.races).to eq [4]
 
         row = { "Race" => "Hispanic" }
         values = SurveyItemValues.new(row:, headers:,  survey_items:, schools:)
-        expect(values.races.map { |race| race&.qualtrics_code }).to eq [4]
+        expect(values.races).to eq [4]
 
         row = { "Race" => "Latinx" }
         values = SurveyItemValues.new(row:, headers:,  survey_items:, schools:)
-        expect(values.races.map { |race| race&.qualtrics_code }).to eq [4]
+        expect(values.races).to eq [4]
       end
     end
 
@@ -292,15 +292,15 @@ RSpec.describe SurveyItemValues, type: :model do
       it "returns the gender that maps to the gender provided" do
         row = { "Race" => "5" }
         values = SurveyItemValues.new(row:, headers:,  survey_items:, schools:)
-        expect(values.races.map { |race| race&.qualtrics_code }).to eq [5]
+        expect(values.races).to eq [5]
 
         row = { "Race" => "White" }
         values = SurveyItemValues.new(row:, headers:,  survey_items:, schools:)
-        expect(values.races.map { |race| race&.qualtrics_code }).to eq [5]
+        expect(values.races).to eq [5]
 
         row = { "Race" => "Caucasian" }
         values = SurveyItemValues.new(row:, headers:,  survey_items:, schools:)
-        expect(values.races.map { |race| race&.qualtrics_code }).to eq [5]
+        expect(values.races).to eq [5]
       end
     end
 
@@ -308,11 +308,11 @@ RSpec.describe SurveyItemValues, type: :model do
       it "returns the gender that maps to the gender provided" do
         row = { "Race" => "6" }
         values = SurveyItemValues.new(row:, headers:,  survey_items:, schools:)
-        expect(values.races.map { |race| race&.qualtrics_code }).to eq [99]
+        expect(values.races).to eq [99]
 
         row = { "Race" => "Prefer not to disclose" }
         values = SurveyItemValues.new(row:, headers:,  survey_items:, schools:)
-        expect(values.races.map { |race| race&.qualtrics_code }).to eq [99]
+        expect(values.races).to eq [99]
       end
     end
 
@@ -320,11 +320,11 @@ RSpec.describe SurveyItemValues, type: :model do
       it "returns the gender that maps to the gender provided" do
         row = { "Race" => "6" }
         values = SurveyItemValues.new(row:, headers:,  survey_items:, schools:)
-        expect(values.races.map { |race| race&.qualtrics_code }).to eq [99]
+        expect(values.races).to eq [99]
 
         row = { "Race" => "Prefer not to disclose" }
         values = SurveyItemValues.new(row:, headers:,  survey_items:, schools:)
-        expect(values.races.map { |race| race&.qualtrics_code }).to eq [99]
+        expect(values.races).to eq [99]
       end
     end
 
@@ -332,11 +332,11 @@ RSpec.describe SurveyItemValues, type: :model do
       it "returns the gender that maps to the gender provided" do
         row = { "Race" => "7" }
         values = SurveyItemValues.new(row:, headers:,  survey_items:, schools:)
-        expect(values.races.map { |race| race&.qualtrics_code }).to eq [99]
+        expect(values.races).to eq [99]
 
         row = { "Race" => "Prefer to self-describe" }
         values = SurveyItemValues.new(row:, headers:,  survey_items:, schools:)
-        expect(values.races.map { |race| race&.qualtrics_code }).to eq [99]
+        expect(values.races).to eq [99]
       end
     end
 
@@ -344,15 +344,15 @@ RSpec.describe SurveyItemValues, type: :model do
       it "returns the gender that maps to the gender provided" do
         row = { "Race" => "8" }
         values = SurveyItemValues.new(row:, headers:,  survey_items:, schools:)
-        expect(values.races.map { |race| race&.qualtrics_code }).to eq [8]
+        expect(values.races).to eq [8]
 
         row = { "Race" => "Middle Eastern" }
         values = SurveyItemValues.new(row:, headers:,  survey_items:, schools:)
-        expect(values.races.map { |race| race&.qualtrics_code }).to eq [8]
+        expect(values.races).to eq [8]
 
         row = { "Race" => "North African" }
         values = SurveyItemValues.new(row:, headers:,  survey_items:, schools:)
-        expect(values.races.map { |race| race&.qualtrics_code }).to eq [8]
+        expect(values.races).to eq [8]
       end
     end
 
@@ -360,23 +360,23 @@ RSpec.describe SurveyItemValues, type: :model do
       it "returns the gender that maps to the gender provided" do
         row = { "Race" => "NA" }
         values = SurveyItemValues.new(row:, headers:,  survey_items:, schools:)
-        expect(values.races.map { |race| race&.qualtrics_code }).to eq [99]
+        expect(values.races).to eq [99]
 
         row = { "Race" => "#N/A" }
         values = SurveyItemValues.new(row:, headers:,  survey_items:, schools:)
-        expect(values.races.map { |race| race&.qualtrics_code }).to eq [99]
+        expect(values.races).to eq [99]
 
         row = { "Race" => "n/a" }
         values = SurveyItemValues.new(row:, headers:,  survey_items:, schools:)
-        expect(values.races.map { |race| race&.qualtrics_code }).to eq [99]
+        expect(values.races).to eq [99]
 
         row = { "Race" => "#na" }
         values = SurveyItemValues.new(row:, headers:,  survey_items:, schools:)
-        expect(values.races.map { |race| race&.qualtrics_code }).to eq [99]
+        expect(values.races).to eq [99]
 
         row = { "Race" => "" }
         values = SurveyItemValues.new(row:, headers:,  survey_items:, schools:)
-        expect(values.races.map { |race| race&.qualtrics_code }).to eq [99]
+        expect(values.races).to eq [99]
       end
     end
 
@@ -384,42 +384,42 @@ RSpec.describe SurveyItemValues, type: :model do
       it "returns the gender that maps to the gender provided" do
         row = { "Race" => "1,2,3" }
         values = SurveyItemValues.new(row:, headers:,  survey_items:, schools:)
-        expect(values.races.map { |race| race&.qualtrics_code }).to eq [1, 2, 3, 100]
+        expect(values.races).to eq [1, 2, 3, 100]
 
         row = { "Race" => "Alaskan Native, Pacific Islander, Black" }
         values = SurveyItemValues.new(row:, headers:,  survey_items:, schools:)
-        expect(values.races.map { |race| race&.qualtrics_code }).to eq [1, 2, 3, 100]
+        expect(values.races).to eq [1, 2, 3, 100]
 
         row = { "Race" => "American Indian or Alaskan Native, Asian, African American" }
         values = SurveyItemValues.new(row:, headers:,  survey_items:, schools:)
-        expect(values.races.map { |race| race&.qualtrics_code }).to eq [1, 2, 3, 100]
+        expect(values.races).to eq [1, 2, 3, 100]
         row = { "Race" => "n/a" }
 
         row = { "Race" => "American Indian or Alaskan Native, Asian and African American" }
         values = SurveyItemValues.new(row:, headers:,  survey_items:, schools:)
-        expect(values.races.map { |race| race&.qualtrics_code }).to eq [1, 2, 3, 100]
+        expect(values.races).to eq [1, 2, 3, 100]
 
         row = { "Race" => "American Indian or Alaskan Native and Asian and African American" }
         values = SurveyItemValues.new(row:, headers:,  survey_items:, schools:)
-        expect(values.races.map { |race| race&.qualtrics_code }).to eq [1, 2, 3, 100]
+        expect(values.races).to eq [1, 2, 3, 100]
 
         row = { "Race" => "American Indian or Alaskan Native and Asian, and African American" }
         values = SurveyItemValues.new(row:, headers:,  survey_items:, schools:)
-        expect(values.races.map { |race| race&.qualtrics_code }).to eq [1, 2, 3, 100]
+        expect(values.races).to eq [1, 2, 3, 100]
 
         row = { "Race" => "Asian, Caucasian and African American" }
         values = SurveyItemValues.new(row:, headers:,  survey_items:, schools:)
-        expect(values.races.map { |race| race&.qualtrics_code }).to eq [2, 5, 3, 100]
+        expect(values.races).to eq [2, 5, 3, 100]
 
         row = { "Race" => "Caucasian and Asian and African American" }
         values = SurveyItemValues.new(row:, headers:,  survey_items:, schools:)
-        expect(values.races.map { |race| race&.qualtrics_code }).to eq [5, 2, 3, 100]
+        expect(values.races).to eq [5, 2, 3, 100]
 
         row = { "Race- SIS" => "Caucasian and Asian and African American", "HispanicLatino" => "true" }
         headers.push("HispanicLatino")
         headers.push("Race- SIS")
         values = SurveyItemValues.new(row:, headers:,  survey_items:, schools:)
-        expect(values.races.map { |race| race&.qualtrics_code }).to eq [5, 2, 3, 4, 100]
+        expect(values.races).to eq [5, 2, 3, 4, 100]
       end
     end
   end

spec/services/survey_responses_data_loader_spec.rb

@@ -159,6 +159,7 @@ describe SurveyResponsesDataLoader do
       assigns_gender_to_responses
       assigns_income_to_responses
       assigns_ell_to_responses
+      assigns_races_to_students
       is_idempotent_for_students
     end
 
@@ -351,3 +352,18 @@ def assigns_ell_to_responses
     expect(ell).to eq value
   end
 end
+
+def assigns_races_to_students
+  results = {  #"student_survey_response_1" => [american_indian],
+              # "student_survey_response_3" => [asian, black, latinx, multiracial],
+              # "student_survey_response_4" => [unknown_race],
+              # "student_survey_response_5" => [american_indian, asian, black, latinx, white, middle_eastern, multiracial],
+              # "student_survey_response_6" => [american_indian, asian, black, latinx, white, middle_eastern, multiracial],
+              "student_survey_response_7" => [white] }
+
+  results.each do |key, value|
+    race = SurveyItemResponse.find_by_response_id(key).student.races.to_a
+    qualtrics = race.map(&:qualtrics_code)
+    expect(race).to eq value
+  end
+end