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Load 2020-21 student survey responses
This commit is contained in:
Alex Basson
parent
edb1548593
commit
fd091cfa4f
6 changed files with 3367 additions and 48 deletions
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@ -7,7 +7,7 @@ class SurveyResponsesDataLoader
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parsed_csv_file = CSV.parse(csv_file, headers: true)
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survey_items = parsed_csv_file.headers
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.filter { |header| !header.nil? }
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.filter { |header| header.start_with? 't-' }
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.filter { |header| header.start_with? 't-' or header.start_with? 's-' }
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.map { |survey_item_id| SurveyItem.find_by_survey_item_id survey_item_id }
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parsed_csv_file.each do |row|
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@ -29,9 +29,9 @@ class SurveyResponsesDataLoader
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school = school(row: row)
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return if school.nil?
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return unless SurveyItemResponse.find_by_response_id(response_id).nil?
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survey_items.each do |survey_item|
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return unless SurveyItemResponse.where(response_id: response_id, survey_item: survey_item).empty?
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likert_score = row[survey_item.survey_item_id]
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next if likert_score.nil?
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SurveyItemResponse.create(
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3254
data/survey_results/2020-21_student_survey_responses.csv
Normal file
3254
data/survey_results/2020-21_student_survey_responses.csv
Normal file
File diff suppressed because it is too large
Load diff
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@ -38,9 +38,12 @@ namespace :data do
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desc "load survey responses"
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task load_survey_responses: :environment do
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filepath = Rails.root.join('data', 'survey_results', '2020-21_teacher_survey_responses.csv')
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puts "=====================> Loading data from csv at path: #{filepath}"
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SurveyResponsesDataLoader.load_data filepath: filepath
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survey_groups = %w(2020-21_teacher 2020-21_student)
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survey_groups.each do |survey_group|
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filepath = Rails.root.join('data', 'survey_results', "#{survey_group}_survey_responses.csv")
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puts "=====================> Loading data from csv at path: #{filepath}"
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SurveyResponsesDataLoader.load_data filepath: filepath
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end
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puts "=====================> Completed loading #{SurveyItemResponse.count} survey responses"
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end
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6
spec/fixtures/test_2020-21_student_survey_responses.csv
vendored
Normal file
6
spec/fixtures/test_2020-21_student_survey_responses.csv
vendored
Normal file
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@ -0,0 +1,6 @@
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Start Date,End Date,Response Type,IP Address,Progress,Duration (in seconds),Finished,Recorded Date,Response ID,Recipient Last Name,Recipient First Name,Recipient Email,External Data Reference,Location Latitude,Location Longitude,Distribution Channel,User Language,district_code,school_code,#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-q2,s-phys-q3,s-phys-q4,s-vale-q1,#N/A,#N/A,s-vale-q4,#N/A,s-acst-q2,s-acst-q3,#N/A,#N/A,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
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2020-09-29 18:28:41,2020-09-29 18:48:28,0,73.249.89.226,6,1186,0,2020-09-30 18:48:50,student_survey_response_1,,,,,,,anonymous,EN,1,8,,,,dddd,4,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,EN,,,,
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2021-02-23 15:12:58,2021-02-23 15:13:17,0,50.207.254.114,0,19,0,2021-02-24 15:13:19,student_survey_response_2,,,,,,,anonymous,EN,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,EN,,,,
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2021-03-31 9:50:19,2021-03-31 9:59:01,0,108.7.17.250,100,522,1,2021-03-31 9:59:02,student_survey_response_3,,,,,42.53340149,-70.96530151,anonymous,EN,3,2,12,4,108,3300,7,1,,,,,,,,,,,,,,2,4,2,1,4,3,3,,,,,3,3,3,3,,,,,,,,,,,,,,3,2,3,3,2,1,3,4,1,3,3,4,4,2,4,3,3,4,3,3,3,4,3,3,3,3,3,,,,,,,,,,3,4,4,2,3,3,1,,3,,EN,Math teacher,,,
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2021-03-31 9:50:09,2021-03-31 10:00:16,0,67.186.188.168,100,607,1,2021-03-31 10:00:17,student_survey_response_4,,,,,42.63510132,-71.30139923,anonymous,EN,3,2,12,18,108,2064,7,1,,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
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2021-03-31 9:51:39,2021-03-31 10:01:36,0,73.47.153.77,100,596,1,2021-03-31 10:01:36,student_survey_response_5,,,,,42.65820313,-71.30580139,anonymous,EN,3,2,6,15,109,3710,7,1,,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,
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@ -1,6 +1,6 @@
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Start Date,End Date,Response Type,IP Address,Progress,Duration (in seconds),Finished,Recorded Date,Response ID,Recipient Last Name,Recipient First Name,Recipient Email,External Data Reference,Location Latitude,Location Longitude,Distribution Channel,User Language,district_code,school_code,,,t-prep-q1,t-prep-q2,t-prep-q3,t-pcom-q1,t-pcom-q2,t-pcom-q3,t-pcom-q4,t-pcom-q5,t-ieff-q1,t-ieff-q2,t-ieff-q3,t-ieff-q4,t-qupd-q3,t-qupd-q2,t-qupd-q1,t-qupd-q4,t-coll-q1,t-coll-q2,t-coll-q3,t-prtr-q1,t-prtr-q2,t-prtr-q3,t-inle-q1,"t-inle-q2",t-inle-q3,t-pvic-q1,t-pvic-q2,t-pvic-q3,t-psup-q1,t-psup-q2,t-psup-q3,t-psup-q4,t-acch-q1,t-acch-q2,t-acch-q3,t-reso-q1,t-reso-q2,t-reso-q3,t-reso-q4,t-reso-q5,t-sust-q1,t-sust-q2,t-sust-q3,t-sust-q4,t-curv-q1,t-curv-q2,t-curv-q3,t-curv-q4,t-cure-q1,t-cure-q2,t-cure-q3,t-cure-q4,t-peng-q1,t-peng-q2,t-peng-q3,t-peng-q4,t-ceng-q1,t-ceng-q2,t-ceng-q3,t-ceng-q4,#N/A,t-sach-q2,t-sach-q3,t-psol-q1,t-psol-q2,t-psol-q3,t-expa-q2,t-expa-q3,t-phya-q2,t-phya-q3,,,,
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2020-10-09 9:42:45,2020-10-09 11:08:57,0,50.204.125.194,93,5172,0,2020-10-16 11:09:03,survey_response_1,,,,,,,anonymous,EN,1,1,4,,,,,,,3,,,,,,,,,,,3,3,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,5,,,,,,,,,,,,
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2020-10-09 9:21:30,2020-10-09 14:28:09,0,50.204.125.194,24,18398,0,2020-10-16 14:28:18,survey_response_2,,,,,,,anonymous,EN,1,1,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
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2020-12-06 8:28:00,2020-12-06 8:36:52,0,73.61.140.32,100,532,1,2020-12-06 8:36:52,survey_response_3,,,,,41.92610168,-71.30110168,anonymous,EN,1,2,2,,5,5,5,5,5,5,5,1,5,5,5,5,3,2,1,5,4,5,5,4,4,5,5,5,5,3,3,3,3,1,3,3,4,3,2,4,4,4,4,3,3,2,2,2,4,4,4,3,2,3,2,5,4,5,5,3,4,4,3,5,2,1,3,4,3,3,4,4,3,3,,9,9,
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2020-12-06 8:41:41,2020-12-06 8:51:25,0,96.230.183.162,100,584,1,2020-12-06 8:51:25,survey_response_4,,,,,41.98530579,-71.5184021,anonymous,EN,1,2,2,,5,5,5,4,4,4,4,1,4,4,4,4,3,3,3,2,5,2,4,5,4,5,4,4,4,3,3,3,3,4,4,3,3,3,3,3,4,3,3,4,4,3,2,4,4,4,4,4,3,2,3,4,5,3,2,2,4,4,3,3,4,3,3,3,3,3,3,4,3,3,,9,6,
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2020-12-06 8:44:42,2020-12-06 8:55:58,0,216.41.82.178,100,675,1,2020-12-06 8:55:58,survey_response_5,,,,,41.92610168,-71.30110168,anonymous,EN,1,2,2,,5,4,4,2,2,4,1,2,4,4,4,4,3,3,3,2,4,3,5,4,3,4,3,3,4,2,2,4,4,2,4,3,4,4,3,3,2,3,2,3,3,2,4,4,3,4,4,3,2,2,4,4,5,2,3,1,4,4,3,3,3,2,2,4,4,3,3,3,3,3,,7,5,"These questions are very difficult to address during a PANDEMIC! So it is not your average typical year. Our principal may not be as concerned about academics, because they are too busy navigating the complexities COVID has caused. I am honestly unsure why we would get surveyed during this time. "
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2020-10-09 9:42:45,2020-10-09 11:08:57,0,50.204.125.194,93,5172,0,2020-10-16 11:09:03,teacher_survey_response_1,,,,,,,anonymous,EN,1,1,4,,,,,,,3,,,,,,,,,,,3,3,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,5,,,,,,,,,,,,
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2020-10-09 9:21:30,2020-10-09 14:28:09,0,50.204.125.194,24,18398,0,2020-10-16 14:28:18,teacher_survey_response_2,,,,,,,anonymous,EN,1,1,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
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2020-12-06 8:28:00,2020-12-06 8:36:52,0,73.61.140.32,100,532,1,2020-12-06 8:36:52,teacher_survey_response_3,,,,,41.92610168,-71.30110168,anonymous,EN,1,2,2,,5,5,5,5,5,5,5,1,5,5,5,5,3,2,1,5,4,5,5,4,4,5,5,5,5,3,3,3,3,1,3,3,4,3,2,4,4,4,4,3,3,2,2,2,4,4,4,3,2,3,2,5,4,5,5,3,4,4,3,5,2,1,3,4,3,3,4,4,3,3,,9,9,
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2020-12-06 8:41:41,2020-12-06 8:51:25,0,96.230.183.162,100,584,1,2020-12-06 8:51:25,teacher_survey_response_4,,,,,41.98530579,-71.5184021,anonymous,EN,1,2,2,,5,5,5,4,4,4,4,1,4,4,4,4,3,3,3,2,5,2,4,5,4,5,4,4,4,3,3,3,3,4,4,3,3,3,3,3,4,3,3,4,4,3,2,4,4,4,4,4,3,2,3,4,5,3,2,2,4,4,3,3,4,3,3,3,3,3,3,4,3,3,,9,6,
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2020-12-06 8:44:42,2020-12-06 8:55:58,0,216.41.82.178,100,675,1,2020-12-06 8:55:58,teacher_survey_response_5,,,,,41.92610168,-71.30110168,anonymous,EN,1,2,2,,5,4,4,2,2,4,1,2,4,4,4,4,3,3,3,2,4,3,5,4,3,4,3,3,4,2,2,4,4,2,4,3,4,4,3,3,2,3,2,3,3,2,4,4,3,4,4,3,2,2,4,4,5,2,3,1,4,4,3,3,3,2,2,4,4,3,3,3,3,3,,7,5,"These questions are very difficult to address during a PANDEMIC! So it is not your average typical year. Our principal may not be as concerned about academics, because they are too busy navigating the complexities COVID has caused. I am honestly unsure why we would get surveyed during this time. "
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@ -1,66 +1,122 @@
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require 'rails_helper'
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describe SurveyResponsesDataLoader do
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let(:path_to_csv) { Rails.root.join('spec', 'fixtures', 'test_2020-21_teacher_survey_responses.csv') }
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let(:path_to_teacher_responses) { Rails.root.join('spec', 'fixtures', 'test_2020-21_teacher_survey_responses.csv') }
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let(:path_to_student_responses) { Rails.root.join('spec', 'fixtures', 'test_2020-21_student_survey_responses.csv') }
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let(:ay_2020_21) { AcademicYear.find_by_range '2020-21' }
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let(:attleboro_high_school) { School.find_by_slug 'attleboro-high-school' }
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let(:butler_middle_school) { School.find_by_slug 'butler-middle-school' }
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let(:t_pcom_q3) { SurveyItem.find_by_survey_item_id 't-pcom-q3' }
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let(:t_pcom_q2) { SurveyItem.find_by_survey_item_id 't-pcom-q2' }
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let(:s_phys_q1) { SurveyItem.find_by_survey_item_id 's-phys-q1' }
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let(:s_phys_q2) { SurveyItem.find_by_survey_item_id 's-phys-q2' }
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describe 'self.load_data' do
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before :each do
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SurveyResponsesDataLoader.load_data filepath: path_to_csv
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context 'loading teacher survey responses' do
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before :each do
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SurveyResponsesDataLoader.load_data filepath: path_to_teacher_responses
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end
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it 'assigns the academic year to the survey item responses' do
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expect(SurveyItemResponse.find_by_response_id('teacher_survey_response_1').academic_year).to eq ay_2020_21
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end
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it 'assigns the school to the survey item responses' do
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expect(SurveyItemResponse.find_by_response_id('teacher_survey_response_1').school).to eq attleboro_high_school
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end
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it 'loads all the survey item responses for a given survey response' do
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expect(SurveyItemResponse.where(response_id: 'teacher_survey_response_1').count).to eq 5
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expect(SurveyItemResponse.where(response_id: 'teacher_survey_response_2').count).to eq 0
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expect(SurveyItemResponse.where(response_id: 'teacher_survey_response_3').count).to eq 69
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expect(SurveyItemResponse.where(response_id: 'teacher_survey_response_4').count).to eq 69
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expect(SurveyItemResponse.where(response_id: 'teacher_survey_response_5').count).to eq 69
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end
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it 'loads all the survey item responses for a given survey item' do
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expect(SurveyItemResponse.where(survey_item: t_pcom_q2).count).to eq 3
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expect(SurveyItemResponse.where(survey_item: t_pcom_q3).count).to eq 4
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end
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it 'captures the likert scores for the survey item responses' do
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expect(SurveyItemResponse.where(response_id: 'teacher_survey_response_1').where(survey_item: t_pcom_q2)).to be_empty
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expect(SurveyItemResponse.where(response_id: 'teacher_survey_response_1').where(survey_item: t_pcom_q3).first.likert_score).to eq 3
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expect(SurveyItemResponse.where(response_id: 'teacher_survey_response_2').where(survey_item: t_pcom_q2)).to be_empty
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expect(SurveyItemResponse.where(response_id: 'teacher_survey_response_2').where(survey_item: t_pcom_q3)).to be_empty
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expect(SurveyItemResponse.where(response_id: 'teacher_survey_response_3').where(survey_item: t_pcom_q2).first.likert_score).to eq 5
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expect(SurveyItemResponse.where(response_id: 'teacher_survey_response_3').where(survey_item: t_pcom_q3).first.likert_score).to eq 5
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expect(SurveyItemResponse.where(response_id: 'teacher_survey_response_4').where(survey_item: t_pcom_q2).first.likert_score).to eq 4
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expect(SurveyItemResponse.where(response_id: 'teacher_survey_response_4').where(survey_item: t_pcom_q3).first.likert_score).to eq 4
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expect(SurveyItemResponse.where(response_id: 'teacher_survey_response_5').where(survey_item: t_pcom_q2).first.likert_score).to eq 2
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expect(SurveyItemResponse.where(response_id: 'teacher_survey_response_5').where(survey_item: t_pcom_q3).first.likert_score).to eq 4
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end
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it 'is idempotent, i.e. loading the data a second time does not duplicate survey item responses' do
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number_of_survey_item_responses = SurveyItemResponse.count
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SurveyResponsesDataLoader.load_data filepath: path_to_teacher_responses
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expect(SurveyItemResponse.count).to eq number_of_survey_item_responses
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end
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end
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it 'loads the csv data into the database' do
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expect(SurveyItemResponse.count).to be > 0
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end
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context 'student survey responses' do
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before :each do
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SurveyResponsesDataLoader.load_data filepath: path_to_student_responses
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end
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it 'assigns the academic year to the survey item responses' do
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expect(SurveyItemResponse.first.academic_year).to eq ay_2020_21
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end
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it 'assigns the academic year to the survey item responses' do
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expect(SurveyItemResponse.find_by_response_id('student_survey_response_3').academic_year).to eq ay_2020_21
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end
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it 'assigns the school to the survey item responses' do
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expect(SurveyItemResponse.first.school).to eq attleboro_high_school
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end
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it 'assigns the school to the survey item responses' do
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expect(SurveyItemResponse.find_by_response_id('student_survey_response_3').school).to eq butler_middle_school
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end
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it 'loads all the survey item responses for a given survey response' do
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expect(SurveyItemResponse.where(response_id: 'survey_response_1').count).to eq 5
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expect(SurveyItemResponse.where(response_id: 'survey_response_2').count).to eq 0
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expect(SurveyItemResponse.where(response_id: 'survey_response_3').count).to eq 69
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end
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it 'loads all the survey item responses for a given survey response' do
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expect(SurveyItemResponse.where(response_id: 'student_survey_response_1').count).to eq 0
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expect(SurveyItemResponse.where(response_id: 'student_survey_response_2').count).to eq 0
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expect(SurveyItemResponse.where(response_id: 'student_survey_response_3').count).to eq 25
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expect(SurveyItemResponse.where(response_id: 'student_survey_response_4').count).to eq 22
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expect(SurveyItemResponse.where(response_id: 'student_survey_response_5').count).to eq 27
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end
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it 'loads all the survey item responses for a given survey item' do
|
||||
expect(SurveyItemResponse.where(survey_item: t_pcom_q2).count).to eq 3
|
||||
expect(SurveyItemResponse.where(survey_item: t_pcom_q3).count).to eq 4
|
||||
end
|
||||
it 'loads all the survey item responses for a given survey item' do
|
||||
expect(SurveyItemResponse.where(survey_item: s_phys_q1).count).to eq 3
|
||||
expect(SurveyItemResponse.where(survey_item: s_phys_q2).count).to eq 3
|
||||
end
|
||||
|
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it 'captures the likert scores for the survey item responses' do
|
||||
expect(SurveyItemResponse.where(response_id: 'survey_response_1').where(survey_item: t_pcom_q2)).to be_empty
|
||||
expect(SurveyItemResponse.where(response_id: 'survey_response_1').where(survey_item: t_pcom_q3).first.likert_score).to eq 3
|
||||
it 'captures the likert scores for the survey item responses' do
|
||||
expect(SurveyItemResponse.where(response_id: 'student_survey_response_1').where(survey_item: s_phys_q1)).to be_empty
|
||||
expect(SurveyItemResponse.where(response_id: 'student_survey_response_1').where(survey_item: s_phys_q2)).to be_empty
|
||||
|
||||
expect(SurveyItemResponse.where(response_id: 'survey_response_2').where(survey_item: t_pcom_q2)).to be_empty
|
||||
expect(SurveyItemResponse.where(response_id: 'survey_response_2').where(survey_item: t_pcom_q3)).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: 'survey_response_3').where(survey_item: t_pcom_q2).first.likert_score).to eq 5
|
||||
expect(SurveyItemResponse.where(response_id: 'survey_response_3').where(survey_item: t_pcom_q3).first.likert_score).to eq 5
|
||||
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: 'survey_response_4').where(survey_item: t_pcom_q2).first.likert_score).to eq 4
|
||||
expect(SurveyItemResponse.where(response_id: 'survey_response_4').where(survey_item: t_pcom_q3).first.likert_score).to eq 4
|
||||
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: 'survey_response_5').where(survey_item: t_pcom_q2).first.likert_score).to eq 2
|
||||
expect(SurveyItemResponse.where(response_id: 'survey_response_5').where(survey_item: t_pcom_q3).first.likert_score).to eq 4
|
||||
end
|
||||
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
|
||||
|
||||
it 'is idempotent, i.e. loading the data a second time does not duplicate survey item responses' do
|
||||
number_of_survey_item_responses = SurveyItemResponse.count
|
||||
it 'is idempotent, i.e. loading the data a second time does not duplicate survey item responses' do
|
||||
number_of_survey_item_responses = SurveyItemResponse.count
|
||||
|
||||
SurveyResponsesDataLoader.load_data filepath: path_to_csv
|
||||
SurveyResponsesDataLoader.load_data filepath: path_to_student_responses
|
||||
|
||||
expect(SurveyItemResponse.count).to eq number_of_survey_item_responses
|
||||
expect(SurveyItemResponse.count).to eq number_of_survey_item_responses
|
||||
end
|
||||
end
|
||||
end
|
||||
end
|
||||
|
|
|
|||
Loading…
Add table
Add a link
Reference in a new issue