require "watir" require "csv" module Dashboard module Dese class OneAOne attr_reader :filepath def initialize(filepath: Dashboard::Engine.root.join("data", "admin_data", "dese", "1A_1_teacher_data.csv")) @filepath = filepath end def run_all url = "https://profiles.doe.mass.edu/statereport/teacherdata.aspx" browser = Watir::Browser.new write_headers(filepath:) academic_years = AcademicYear.all academic_years.each do |academic_year| document = scrape(browser:, url:, range: academic_year.range) id = "a-exp-i1" write_csv(document:, filepath:, range: academic_year.range, id:) unless document.nil? end browser.close end def scrape(browser:, url:, range:) browser.goto(url) return unless browser.option(text: "School").present? return unless browser.option(text: range).present? browser.select(id: "ctl00_ContentPlaceHolder1_ddReportType").select(text: "School") browser.select(id: "ctl00_ContentPlaceHolder1_ddYear").select(text: range) browser.button(id: "ctl00_ContentPlaceHolder1_btnViewReport").click sleep Dese::Scraper::DELAY # Sleep to prevent hitting mass.edu with too many requests Nokogiri::HTML(browser.html) end def write_headers(filepath:) CSV.open(filepath, "w") do |csv| headers = ["Raw likert calculation", "Likert Score", "Admin Data Item", "Academic Year", "School Name", "DESE ID", "Total # of Teachers(FTE)", "Percent of Teachers Licensed", "Student/Teacher Ratio", "Percent of Experienced Teachers", "Percent of Teachers without Waiver or Provisional License", "Percent Teaching in-field"] csv << headers end end def write_csv(document:, filepath:, range:, id:) table = document.css("tr") headers = document.css(".sorting") header_hash = headers.each_with_index.map { |header, index| [header.text, index] }.to_h experienced_teacher_index = header_hash["Percent of Experienced Teachers"] dese_id_index = header_hash["School Code"] CSV.open(filepath, "a") do |csv| table.each do |row| items = row.css("td").map(&:text) dese_id = items[1].to_i next if dese_id.nil? || dese_id.zero? raw_likert_score = items[experienced_teacher_index].to_f * 4 / 80 if experienced_teacher_index.present? raw_likert_score ||= "NA" likert_score = raw_likert_score if likert_score != "NA" likert_score = 5 if likert_score > 5 likert_score = 1 if likert_score < 1 likert_score = likert_score.round(2) end output = [] output << raw_likert_score output << likert_score output << "a-exp-i1" output << range output << items output = output.flatten csv << output end end in_field_index = header_hash["Percent Teaching In-Field"] CSV.open(filepath, "a") do |csv| table.each do |row| items = row.css("td").map(&:text) dese_id = items[dese_id_index].to_i next if dese_id.nil? || dese_id.zero? percent_in_field = items[in_field_index].to_f if in_field_index.present? if in_field_index.present? && percent_in_field.present? && !percent_in_field.zero? raw_likert_score = percent_in_field * 4 / 95 end raw_likert_score ||= "NA" likert_score = raw_likert_score if likert_score != "NA" likert_score = 5 if likert_score > 5 likert_score = 1 if likert_score < 1 likert_score = likert_score.round(2) end output = [] output << raw_likert_score output << likert_score output << "a-exp-i3" output << range output << items output = output.flatten csv << output end end end def calculate(cells:) cells[5].to_f * 4 / 95 end end end end