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sqm-dashboards/app/services/dese/three_a_two.rb

164 lines
6.7 KiB

require 'watir'
require 'csv'
module Dese
class ThreeATwo
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", "3A_2_age_staffing.csv"),
Rails.root.join("data", "admin_data", "dese", "3A_2_grade_subject_staffing.csv")])
@filepaths = filepaths
end
def run_all
filepath = filepaths[0]
scrape_enrollments(filepath:)
filepath = filepaths[1]
write_a_sust_i1_headers(filepath:)
run_a_sust_i1(filepath:)
run_a_sust_i2(filepath:)
run_a_sust_i3(filepath:)
filepath = filepaths[2]
write_a_sust_i4_headers(filepath:)
run_a_sust_i4(filepath:)
browser.close
end
def write_a_sust_i1_headers(filepath:)
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",
"Student Count", "Student to Guidance Counselor ratio"]
write_headers(filepath:, headers:)
end
def write_a_sust_i4_headers(filepath:)
headers = ["Raw likert calculation", "Likert Score", "Admin Data Item", "Academic Year", "School Name", "DESE ID",
"PK-2 (# )", "3-5 (# )", "6-8 (# )", "9-12 (# )", "Multiple Grades (# )", "All Grades (# )", "FTE Count",
"Student Count", "Student to Art Teacher ratio"]
write_headers(filepath:, headers:)
end
def run_a_sust_i1(filepath:)
run do |academic_year|
admin_data_item_id = "a-sust-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" => "Guidance Counselor" }
submit_id = "btnViewReport"
calculation = lambda { |headers, items|
fte_index = headers["FTE Count"]
num_of_guidance_counselors = items[fte_index].to_f
dese_id = items[headers["School Code"]].to_i
school = School.find_by_dese_id(dese_id)
return "NA" unless school.present? && school.is_hs?
num_of_students = student_count(filepath: filepaths[0], dese_id:, year: academic_year.range) || 0
items << num_of_students
benchmark = 250
if fte_index.present? && !items[fte_index] != ""
result = ((benchmark - (num_of_students / num_of_guidance_counselors)) + benchmark) * 4 / benchmark
end
items << (num_of_students / num_of_guidance_counselors)
result
}
Prerequisites.new(filepath, url, selectors, submit_id, admin_data_item_id, calculation)
end
end
def run_a_sust_i2(filepath:)
run do |academic_year|
admin_data_item_id = "a-sust-i2"
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 Psychologist -- Non-Special Education" }
submit_id = "btnViewReport"
calculation = lambda { |headers, items|
fte_index = headers["FTE Count"]
num_of_psychologists = items[fte_index].to_f
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
benchmark = 250
if fte_index.present? && !items[fte_index] != ""
result = ((benchmark - (num_of_students / num_of_psychologists)) + benchmark) * 4 / benchmark
end
items << (num_of_students / num_of_psychologists)
result
}
Prerequisites.new(filepath, url, selectors, submit_id, admin_data_item_id, calculation)
end
end
def run_a_sust_i3(filepath:)
run do |academic_year|
admin_data_item_id = "a-sust-i3"
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" => "Paraprofessional" }
submit_id = "btnViewReport"
calculation = lambda { |headers, items|
fte_index = headers["FTE Count"]
num_of_paraprofessionals = items[fte_index].to_f
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
benchmark = 43.4
if fte_index.present? && !items[fte_index] != ""
result = ((benchmark - (num_of_students / num_of_paraprofessionals)) + benchmark) * 4 / benchmark
end
items << (num_of_students / num_of_paraprofessionals)
result
}
Prerequisites.new(filepath, url, selectors, submit_id, admin_data_item_id, calculation)
end
end
def run_a_sust_i4(filepath:)
run do |academic_year|
admin_data_item_id = "a-sust-i4"
url = "https://profiles.doe.mass.edu/statereport/gradesubjectstaffing.aspx"
range = academic_year.range
selectors = { "ctl00_ContentPlaceHolder1_ddReportType" => "School",
"ctl00_ContentPlaceHolder1_ddYear" => range,
"ctl00_ContentPlaceHolder1_ddDisplay" => "Full-time Equivalents",
"ctl00_ContentPlaceHolder1_ddSubject" => "Arts" }
submit_id = "btnViewReport"
calculation = lambda { |_headers, items|
num_of_art_teachers = items.last.to_f
dese_id = items[1].to_i
num_of_students = student_count(filepath: filepaths[0], dese_id:, year: academic_year.range) || 0
items << num_of_students
benchmark = 500
if num_of_art_teachers.present?
result = ((benchmark - (num_of_students / num_of_art_teachers)) + benchmark) * 4 / benchmark
end
items << (num_of_students / num_of_art_teachers)
result
}
Prerequisites.new(filepath, url, selectors, submit_id, admin_data_item_id, calculation)
end
end
end
end