chore:seed demographics

app/services/dashboard/dese/five_d_two.rb

@@ -0,0 +1,56 @@
+require 'watir'
+require 'csv'
+
+module Dese
+  class FiveDTwo
+    include Dese::Scraper
+    include Dese::Enrollments
+    attr_reader :filepaths
+
+    def initialize(filepaths: [Rails.root.join('data', 'admin_data', 'dese', 'enrollments.csv'),
+                               Rails.root.join('data', 'admin_data', 'dese', '5D_2_age_staffing.csv')])
+      @filepaths = filepaths
+    end
+
+    def run_all
+      filepath = filepaths[0]
+      scrape_enrollments(filepath:)
+
+      filepath = filepaths[1]
+      headers = ['Raw likert calculation', 'Likert Score', 'Admin Data Item', 'Academic Year', 'School Name', 'DESE ID',
+                 '<26 yrs (# )', '26-32 yrs (#)', '33-40 yrs (#)', '41-48 yrs (#)', '49-56 yrs (#)', '57-64 yrs (#)', 'Over 64 yrs (#)', 'FTE Count']
+      write_headers(filepath:, headers:)
+
+      run_a_phya_i1(filepath:)
+
+      browser.close
+    end
+
+    def run_a_phya_i1(filepath:)
+      run do |academic_year|
+        admin_data_item_id = 'a-phya-i1'
+        url = 'https://profiles.doe.mass.edu/statereport/agestaffing.aspx'
+        range = academic_year.range
+        selectors = { 'ctl00_ContentPlaceHolder1_ddReportType' => 'School',
+                      'ctl00_ContentPlaceHolder1_ddYear' => range,
+                      'ctl00_ContentPlaceHolder1_ddJobClassification' => 'School Nurse -- Non-Special Education' }
+        submit_id = 'btnViewReport'
+        calculation = lambda { |headers, items|
+          nurse_index = headers['FTE Count']
+          return 'NA' if items[nurse_index] == '' || items[nurse_index].strip == '.0'
+
+          nurse_count = items[nurse_index].to_f
+          benchmark = 750
+          nurse_count * 4 / benchmark if nurse_index.present?
+
+          dese_id = items[headers['School Code']].to_i
+          num_of_students = student_count(filepath: filepaths[0], dese_id:, year: academic_year.range) || 0
+          items << num_of_students
+          items << (num_of_students / nurse_count)
+          ((benchmark - (num_of_students / nurse_count)) + benchmark) * 4 / benchmark
+        }
+        Prerequisites.new(filepath, url, selectors, submit_id, admin_data_item_id, calculation)
+      end
+    end
+  end
+end