Submit social housing lettings and sales data (CORE)
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module Imports
class SalesLogsImportService < LogsImportService
def initialize(storage_service, logger = Rails.logger)
@logs_with_discrepancies = Set.new
@logs_overridden = Set.new
super
end
def create_logs(folder)
import_from(folder, :create_log)
if @logs_with_discrepancies.count.positive?
@logger.warn("The following sales logs had status discrepancies: [#{@logs_with_discrepancies.join(', ')}]")
end
end
private
def create_log(xml_doc)
# only import sales logs from 22/23 collection period onwards
return unless meta_field_value(xml_doc, "form-name").include?("Sales")
return unless compose_date(xml_doc, "DAY", "MONTH", "YEAR") >= Time.zone.local(2022, 4, 1)
attributes = {}
previous_status = meta_field_value(xml_doc, "status")
# Required fields for status complete or logic to work
# Note: order matters when we derive from previous values (attributes parameter)
attributes["saledate"] = compose_date(xml_doc, "DAY", "MONTH", "YEAR")
attributes["owning_organisation_id"] = find_organisation_id(xml_doc, "OWNINGORGID")
attributes["type"] = unsafe_string_as_integer(xml_doc, "DerSaleType")
attributes["old_id"] = meta_field_value(xml_doc, "document-id")
attributes["created_at"] = Time.zone.parse(meta_field_value(xml_doc, "created-date"))
attributes["updated_at"] = Time.zone.parse(meta_field_value(xml_doc, "modified-date"))
attributes["purchid"] = string_or_nil(xml_doc, "PurchaserCode")
attributes["ownershipsch"] = unsafe_string_as_integer(xml_doc, "Ownership")
attributes["ownershipsch"] = ownership_from_type(attributes) if attributes["ownershipsch"].blank? # sometimes Ownership is missing, but type is set
attributes["othtype"] = string_or_nil(xml_doc, "Q38OtherSale")
attributes["jointpur"] = unsafe_string_as_integer(xml_doc, "joint")
attributes["jointmore"] = unsafe_string_as_integer(xml_doc, "JointMore") || 3 if attributes["jointpur"] == 1
attributes["beds"] = safe_string_as_integer(xml_doc, "Q11Bedrooms")
attributes["companybuy"] = unsafe_string_as_integer(xml_doc, "company") if attributes["ownershipsch"] == 3
attributes["hholdcount"] = other_household_members(xml_doc, attributes)
attributes["hhmemb"] = household_members(xml_doc, attributes)
(1..6).each do |index|
attributes["age#{index}"] = safe_string_as_integer(xml_doc, "P#{index}Age")
attributes["sex#{index}"] = sex(xml_doc, index)
attributes["ecstat#{index}"] = unsafe_string_as_integer(xml_doc, "P#{index}Eco")
attributes["age#{index}_known"] = age_known(xml_doc, index, attributes["hhmemb"], attributes["age#{index}"])
end
(2..6).each do |index|
attributes["relat#{index}"] = relat(xml_doc, index)
attributes["details_known_#{index}"] = details_known(index, attributes)
end
attributes["national"] = unsafe_string_as_integer(xml_doc, "P1Nat")
attributes["ethnic"] = unsafe_string_as_integer(xml_doc, "P1Eth")
attributes["ethnic_group"] = ethnic_group(attributes["ethnic"])
attributes["buy1livein"] = unsafe_string_as_integer(xml_doc, "LiveInBuyer1")
attributes["buylivein"] = unsafe_string_as_integer(xml_doc, "LiveInBuyer") if attributes["ownershipsch"] == 3
attributes["builtype"] = unsafe_string_as_integer(xml_doc, "Q13BuildingType")
attributes["proptype"] = unsafe_string_as_integer(xml_doc, "Q12PropertyType")
attributes["privacynotice"] = 1 if string_or_nil(xml_doc, "Qdp") == "Yes"
attributes["noint"] = unsafe_string_as_integer(xml_doc, "PartAPurchaser")
attributes["buy2livein"] = unsafe_string_as_integer(xml_doc, "LiveInBuyer2")
attributes["wheel"] = unsafe_string_as_integer(xml_doc, "Q10Wheelchair")
attributes["la"] = string_or_nil(xml_doc, "Q14ONSLACode")
attributes["income1"] = safe_string_as_integer(xml_doc, "Q2Person1Income")
attributes["income1nk"] = income_known(unsafe_string_as_integer(xml_doc, "P1IncKnown"))
attributes["inc1mort"] = unsafe_string_as_integer(xml_doc, "Q2Person1Mortgage")
attributes["income2"] = safe_string_as_integer(xml_doc, "Q2Person2Income")
attributes["income2nk"] = income_known(unsafe_string_as_integer(xml_doc, "P2IncKnown"))
attributes["savings"] = safe_string_as_integer(xml_doc, "Q3Savings")
attributes["savingsnk"] = savings_known(xml_doc)
attributes["prevown"] = unsafe_string_as_integer(xml_doc, "Q4PrevOwnedProperty")
attributes["mortgage"] = safe_string_as_decimal(xml_doc, "CALCMORT")
attributes["inc2mort"] = unsafe_string_as_integer(xml_doc, "Q2Person2MortApplication")
attributes["hb"] = unsafe_string_as_integer(xml_doc, "Q2a")
attributes["frombeds"] = safe_string_as_integer(xml_doc, "Q20Bedrooms")
attributes["staircase"] = unsafe_string_as_integer(xml_doc, "Q17aStaircase") if attributes["ownershipsch"] == 1
attributes["stairbought"] = safe_string_as_integer(xml_doc, "PercentBought")
attributes["stairowned"] = safe_string_as_integer(xml_doc, "PercentOwns") if attributes["staircase"] == 1
attributes["mrent"] = safe_string_as_decimal(xml_doc, "Q28MonthlyRent")
attributes["exdate"] = compose_date(xml_doc, "EXDAY", "EXMONTH", "EXYEAR")
attributes["exday"] = safe_string_as_integer(xml_doc, "EXDAY")
attributes["exmonth"] = safe_string_as_integer(xml_doc, "EXMONTH")
attributes["exyear"] = safe_string_as_integer(xml_doc, "EXYEAR")
attributes["resale"] = unsafe_string_as_integer(xml_doc, "Q17Resale")
attributes["deposit"] = deposit(xml_doc, attributes)
attributes["cashdis"] = safe_string_as_decimal(xml_doc, "Q27SocialHomeBuy")
attributes["disabled"] = unsafe_string_as_integer(xml_doc, "Disability")
attributes["lanomagr"] = unsafe_string_as_integer(xml_doc, "Q19Rehoused")
attributes["value"] = purchase_price(xml_doc, attributes)
attributes["equity"] = safe_string_as_decimal(xml_doc, "Q23Equity")
attributes["discount"] = safe_string_as_decimal(xml_doc, "Q33Discount")
attributes["grant"] = safe_string_as_decimal(xml_doc, "Q32Reductions")
attributes["pregyrha"] = 1 if string_or_nil(xml_doc, "PREGYRHA") == "Yes"
attributes["pregla"] = 1 if string_or_nil(xml_doc, "PREGLA") == "Yes"
attributes["pregghb"] = 1 if string_or_nil(xml_doc, "PREGHBA") == "Yes"
attributes["pregother"] = 1 if string_or_nil(xml_doc, "PREGOTHER") == "Yes"
attributes["ppostcode_full"] = parse_postcode(string_or_nil(xml_doc, "Q7Postcode"))
attributes["prevloc"] = string_or_nil(xml_doc, "Q7ONSLACode")
attributes["ppcodenk"] = previous_postcode_known(xml_doc, attributes["ppostcode_full"], attributes["prevloc"]) # Q7UNKNOWNPOSTCODE check mapping
attributes["ppostc1"] = string_or_nil(xml_doc, "PPOSTC1")
attributes["ppostc2"] = string_or_nil(xml_doc, "PPOSTC2")
attributes["hhregres"] = unsafe_string_as_integer(xml_doc, "ArmedF")
attributes["hhregresstill"] = still_serving(xml_doc)
attributes["proplen"] = safe_string_as_integer(xml_doc, "Q16aProplen2") || safe_string_as_integer(xml_doc, "Q16aProplensec2")
attributes["mscharge"] = monthly_charges(xml_doc, attributes)
attributes["has_mscharge"] = 1 if attributes["mscharge"]&.positive?
attributes["has_mscharge"] = 0 if attributes["mscharge"].present? && attributes["mscharge"] <= 0
attributes["prevten"] = unsafe_string_as_integer(xml_doc, "Q6PrevTenure")
attributes["mortlen"] = mortgage_length(xml_doc, attributes)
attributes["extrabor"] = borrowing(xml_doc, attributes)
attributes["mortgageused"] = mortgage_used(xml_doc, attributes)
attributes["wchair"] = unsafe_string_as_integer(xml_doc, "Q15Wheelchair")
attributes["armedforcesspouse"] = unsafe_string_as_integer(xml_doc, "ARMEDFORCESSPOUSE")
attributes["hodate"] = compose_date(xml_doc, "HODAY", "HOMONTH", "HOYEAR")
attributes["hoday"] = safe_string_as_integer(xml_doc, "HODAY")
attributes["homonth"] = safe_string_as_integer(xml_doc, "HOMONTH")
attributes["hoyear"] = safe_string_as_integer(xml_doc, "HOYEAR")
attributes["fromprop"] = unsafe_string_as_integer(xml_doc, "Q21PropertyType")
attributes["socprevten"] = unsafe_string_as_integer(xml_doc, "PrevRentType")
attributes["mortgagelender"] = mortgage_lender(xml_doc, attributes)
attributes["mortgagelenderother"] = mortgage_lender_other(xml_doc, attributes)
attributes["postcode_full"] = parse_postcode(string_or_nil(xml_doc, "Q14Postcode"))
attributes["pcodenk"] = 0 if attributes["postcode_full"].present? # known if given
attributes["soctenant"] = 0 if attributes["ownershipsch"] == 1
attributes["ethnic_group2"] = nil # 23/24 variable
attributes["ethnicbuy2"] = nil # 23/24 variable
attributes["prevshared"] = nil # 23/24 variable
attributes["staircasesale"] = nil # 23/24 variable
attributes["previous_la_known"] = 1 if attributes["prevloc"].present?
if attributes["la"].present?
attributes["la_known"] = 1
attributes["is_la_inferred"] = false
end
# Soft validations can become required answers, set them to yes by default
attributes["mortgage_value_check"] = 0
attributes["shared_ownership_deposit_value_check"] = 0
attributes["value_value_check"] = 0
attributes["savings_value_check"] = 0
attributes["income1_value_check"] = 0
attributes["deposit_value_check"] = 0
attributes["wheel_value_check"] = 0
attributes["retirement_value_check"] = 0
attributes["extrabor_value_check"] = 0
attributes["grant_value_check"] = 0
attributes["staircase_bought_value_check"] = 0
attributes["deposit_and_mortgage_value_check"] = 0
attributes["old_persons_shared_ownership_value_check"] = 0
attributes["income2_value_check"] = 0
attributes["monthly_charges_value_check"] = 0
attributes["student_not_child_value_check"] = 0
attributes["discounted_sale_value_check"] = 0
attributes["buyer_livein_value_check"] = 0
attributes["percentage_discount_value_check"] = 0
# Sets the log creator
owner_id = meta_field_value(xml_doc, "owner-user-id").strip
if owner_id.present?
user = LegacyUser.find_by(old_user_id: owner_id)&.user
@logger.warn "Missing user! We expected to find a legacy user with old_user_id #{owner_id}" unless user
attributes["created_by"] = user
end
set_default_values(attributes) if previous_status.include?("submitted")
sales_log = save_sales_log(attributes, previous_status)
compute_differences(sales_log, attributes)
check_status_completed(sales_log, previous_status) unless @logs_overridden.include?(sales_log.old_id)
end
def save_sales_log(attributes, previous_status)
sales_log = SalesLog.new(attributes)
begin
sales_log.save!
sales_log
rescue ActiveRecord::RecordNotUnique
legacy_id = attributes["old_id"]
record = SalesLog.find_by(old_id: legacy_id)
@logger.info "Updating sales log #{record.id} with legacy ID #{legacy_id}"
record.update!(attributes)
record
rescue ActiveRecord::RecordInvalid => e
rescue_validation_or_raise(sales_log, attributes, previous_status, e)
end
end
def rescue_validation_or_raise(sales_log, attributes, previous_status, exception)
if %w[saved submitted-invalid].include?(previous_status)
sales_log.errors.each do |error|
unless error.attribute == :type || error.attribute == :ownershipsch
@logger.warn("Log #{sales_log.old_id}: Removing field #{error.attribute} from log triggering validation: #{error.type}")
attributes.delete(error.attribute.to_s)
end
attributes.delete("pcodenk") if error.attribute == :postcode_full
attributes.delete("ppcodenk") if error.attribute == :ppostcode_full
end
@logs_overridden << sales_log.old_id
save_sales_log(attributes, previous_status)
elsif sales_log.errors.of_kind?(:postcode_full, :postcodes_not_matching)
@logger.warn("Log #{sales_log.old_id}: Removing previous postcode known and previous postcode as the postcode is invalid")
@logs_overridden << sales_log.old_id
attributes.delete("ppcodenk")
attributes.delete("ppostcode_full")
save_sales_log(attributes, previous_status)
elsif sales_log.errors.of_kind?(:exdate, :over_a_year_from_saledate)
@logger.warn("Log #{sales_log.old_id}: Removing exchange date as the exchange date is invalid")
@logs_overridden << sales_log.old_id
attributes.delete("exdate")
save_sales_log(attributes, previous_status)
elsif sales_log.errors.of_kind?(:income1, :over_hard_max_for_outside_london)
@logger.warn("Log #{sales_log.old_id}: Removing income1 as the income1 is invalid")
@logs_overridden << sales_log.old_id
attributes.delete("income1")
save_sales_log(attributes, previous_status)
elsif sales_log.errors.of_kind?(:equity, :over_max) || sales_log.errors.of_kind?(:equity, :under_min)
@logger.warn("Log #{sales_log.old_id}: Removing equity as the equity is invalid")
@logs_overridden << sales_log.old_id
attributes.delete("equity")
save_sales_log(attributes, previous_status)
elsif sales_log.errors.of_kind?(:postcode_full, :wrong_format)
@logger.warn("Log #{sales_log.old_id}: Removing postcode as the postcode is invalid")
@logs_overridden << sales_log.old_id
attributes.delete("postcode_full")
attributes["pcodenk"] = attributes["la"].present? ? 1 : nil
save_sales_log(attributes, previous_status)
elsif sales_log.errors.of_kind?(:mortgage, :cannot_be_0)
@logger.warn("Log #{sales_log.old_id}: Removing mortgage because it cannot be 0")
@logs_overridden << sales_log.old_id
attributes.delete("mortgage")
save_sales_log(attributes, previous_status)
else
@logger.error("Log #{sales_log.old_id}: Failed to import")
sales_log.errors.each do |error|
@logger.error("Validation error: Field #{error.attribute}:")
@logger.error("\tOwning Organisation: #{sales_log.owning_organisation&.name}")
@logger.error("\tOld CORE ID: #{sales_log.old_id}")
@logger.error("\tOld CORE: #{attributes[error.attribute.to_s]&.inspect}")
@logger.error("\tNew CORE: #{sales_log.read_attribute(error.attribute)&.inspect}")
@logger.error("\tError message: #{error.type}")
end
raise exception
end
end
def compute_differences(sales_log, attributes)
differences = []
attributes.each do |key, value|
sales_log_value = sales_log.send(key.to_sym)
next if fields_not_present_in_softwire_data.include?(key)
if value != sales_log_value
differences.push("#{key} #{value.inspect} #{sales_log_value.inspect}")
end
end
@logger.warn "Differences found when saving log #{sales_log.old_id}: #{differences}" unless differences.empty?
end
def fields_not_present_in_softwire_data
%w[created_by
income1_value_check
income2_value_check
mortgage_value_check
savings_value_check
deposit_value_check
wheel_value_check
retirement_value_check
extrabor_value_check
deposit_and_mortgage_value_check
shared_ownership_deposit_value_check
grant_value_check
value_value_check
old_persons_shared_ownership_value_check
staircase_bought_value_check
monthly_charges_value_check
hodate_check
saledate_check
student_not_child_value_check
discounted_sale_value_check
buyer_livein_value_check
percentage_discount_value_check]
end
def check_status_completed(sales_log, previous_status)
if previous_status.include?("submitted") && sales_log.status != "completed"
@logger.warn "sales log #{sales_log.id} is not completed. The following answers are missing: #{missing_answers(sales_log).join(', ')}"
@logger.warn "sales log with old id:#{sales_log.old_id} is incomplete but status should be complete"
@logs_with_discrepancies << sales_log.old_id
end
end
def age_known(_xml_doc, index, hhmemb, age)
return nil if hhmemb.present? && index > hhmemb
return 0 if age.present?
end
def details_known(index, attributes)
return nil if attributes["hhmemb"].nil? || index > attributes["hhmemb"]
return nil if attributes["jointpur"] == 1 && index == 2
if attributes["age#{index}_known"] != 0 &&
attributes["sex#{index}"] == "R" &&
attributes["relat#{index}"] == "R" &&
attributes["ecstat#{index}"] == 10
2 # No
else
1 # Yes
end
end
MORTGAGE_LENDER_OPTIONS = {
"atom bank" => 1,
"barclays bank plc" => 2,
"bath building society" => 3,
"buckinghamshire building society" => 4,
"cambridge building society" => 5,
"coventry building society" => 6,
"cumberland building society" => 7,
"darlington building society" => 8,
"dudley building society" => 9,
"ecology building society" => 10,
"halifax" => 11,
"hanley economic building society" => 12,
"hinckley and rugby building society" => 13,
"holmesdale building society" => 14,
"ipswich building society" => 15,
"leeds building society" => 16,
"lloyds bank" => 17,
"mansfield building society" => 18,
"market harborough building society" => 19,
"melton mowbray building society" => 20,
"nationwide building society" => 21,
"natwest" => 22,
"nedbank private wealth" => 23,
"newbury building society" => 24,
"oneSavings bank" => 25,
"parity trust" => 26,
"penrith building society" => 27,
"pepper homeloans" => 28,
"royal bank of scotland" => 29,
"santander" => 30,
"skipton building society" => 31,
"teachers building society" => 32,
"the co-operative bank" => 33,
"tipton & coseley building society" => 34,
"tss" => 35,
"ulster bank" => 36,
"virgin money" => 37,
"west bromwich building society" => 38,
"yorkshire building society" => 39,
"other" => 40,
}.freeze
# this comes through as a string, need to map to a corresponding integer
def mortgage_lender(xml_doc, attributes)
lender = case attributes["ownershipsch"]
when 1
string_or_nil(xml_doc, "Q24aMortgageLender")
when 2
string_or_nil(xml_doc, "Q34a")
when 3
string_or_nil(xml_doc, "Q41aMortgageLender")
end
return if lender.blank?
MORTGAGE_LENDER_OPTIONS[lender.downcase] || MORTGAGE_LENDER_OPTIONS["other"]
end
def mortgage_lender_other(xml_doc, attributes)
return unless attributes["mortgagelender"] == MORTGAGE_LENDER_OPTIONS["other"]
case attributes["ownershipsch"]
when 1
string_or_nil(xml_doc, "Q24aMortgageLender")
when 2
string_or_nil(xml_doc, "Q34a")
when 3
string_or_nil(xml_doc, "Q41aMortgageLender")
end
end
def mortgage_length(xml_doc, attributes)
case attributes["ownershipsch"]
when 1
unsafe_string_as_integer(xml_doc, "Q24b")
when 2
unsafe_string_as_integer(xml_doc, "Q34b")
when 3
unsafe_string_as_integer(xml_doc, "Q41b")
end
end
def savings_known(xml_doc)
case unsafe_string_as_integer(xml_doc, "savingsKnown")
when 1 # known
0
when 2 # unknown
1
end
end
def still_serving(xml_doc)
case unsafe_string_as_integer(xml_doc, "LeftArmedF")
when 4
4
when 5, 6
5
end
end
def income_known(value)
case value
when 1 # known
0
when 2 # unknown
1
end
end
def borrowing(xml_doc, attributes)
case attributes["ownershipsch"]
when 1
unsafe_string_as_integer(xml_doc, "Q25Borrowing")
when 2
unsafe_string_as_integer(xml_doc, "Q35Borrowing")
when 3
unsafe_string_as_integer(xml_doc, "Q42Borrowing")
end
end
def purchase_price(xml_doc, attributes)
case attributes["ownershipsch"]
when 1
safe_string_as_decimal(xml_doc, "Q22PurchasePrice")
when 2
safe_string_as_decimal(xml_doc, "Q31PurchasePrice")
when 3
safe_string_as_decimal(xml_doc, "Q40PurchasePrice")
end
end
def deposit(xml_doc, attributes)
case attributes["ownershipsch"]
when 1
safe_string_as_decimal(xml_doc, "Q26CashDeposit")
when 2
safe_string_as_decimal(xml_doc, "Q36CashDeposit")
when 3
safe_string_as_decimal(xml_doc, "Q43CashDeposit")
end
end
def monthly_charges(xml_doc, attributes)
case attributes["ownershipsch"]
when 1
safe_string_as_decimal(xml_doc, "Q29MonthlyCharges")
when 2
safe_string_as_decimal(xml_doc, "Q37MonthlyCharges")
end
end
def ownership_from_type(attributes)
case attributes["type"]
when 2, 24, 18, 16, 28, 31, 30
1 # shared ownership
when 8, 14, 27, 9, 29, 21, 22
2 # discounted ownership
when 10, 12
3 # outright sale
end
end
def other_household_members(xml_doc, attributes)
hholdcount = safe_string_as_integer(xml_doc, "LiveInOther")
return hholdcount if hholdcount.present?
other_people_with_details(xml_doc, attributes)
end
def other_people_with_details(xml_doc, attributes)
number_of_buyers = attributes["jointpur"] == 1 ? 2 : 1
highest_person_index_with_details = number_of_buyers
(2..6).each do |person_index|
age = string_or_nil(xml_doc, "P#{person_index}Age")
gender = string_or_nil(xml_doc, "P#{person_index}Sex")
relationship = string_or_nil(xml_doc, "P#{person_index}Rel")
economic_status = string_or_nil(xml_doc, "P#{person_index}Eco")
if gender.present? || age.present? || relationship.present? || economic_status.present?
highest_person_index_with_details = person_index
end
end
highest_person_index_with_details - number_of_buyers
end
def household_members(_xml_doc, attributes)
if attributes["jointpur"] == 2
attributes["hholdcount"] + 1
else
attributes["hholdcount"] + 2
end
end
def parse_postcode(postcode)
return if postcode.blank?
UKPostcode.parse(postcode).to_s
end
def mortgage_used(xml_doc, attributes)
mortgageused = unsafe_string_as_integer(xml_doc, "MORTGAGEUSED")
return mortgageused unless mortgageused == 3
if attributes["mortgage"].present? || attributes["mortlen"].present? || attributes["extrabor"].present?
1 # yes
else
3 # don't know
end
end
def set_default_values(attributes)
attributes["armedforcesspouse"] ||= 7
attributes["hhregres"] ||= 8
attributes["hhregresstill"] ||= 7 if attributes["hhregres"] == 1
attributes["disabled"] ||= 3
attributes["wheel"] ||= 3
attributes["hb"] ||= 4
attributes["prevown"] ||= 3
attributes["savingsnk"] ||= attributes["savings"].present? ? 0 : 1
attributes["inc1mort"] ||= 3
if [attributes["pregyrha"], attributes["pregla"], attributes["pregghb"], attributes["pregother"]].all?(&:blank?)
attributes["pregblank"] = 1
end
attributes["pcodenk"] ||= 1
attributes["prevten"] ||= 0
attributes["extrabor"] ||= 3 if attributes["mortgageused"] == 1
attributes["socprevten"] ||= 10 if attributes["ownershipsch"] == 1
attributes["fromprop"] ||= 0 if attributes["ownershipsch"] == 1
attributes["mortgagelender"] ||= 0 if attributes["mortgageused"] == 1
# buyer 1 characteristics
attributes["age1_known"] ||= 1
attributes["sex1"] ||= "R"
attributes["ethnic_group"] ||= 17
attributes["ethnic"] ||= 17
attributes["national"] ||= 13
attributes["ecstat1"] ||= 10
attributes["income1nk"] ||= attributes["income1"].present? ? 0 : 1
# buyer 2 characteristics
if attributes["jointpur"] == 1
attributes["age2_known"] ||= 1
attributes["sex2"] ||= "R"
attributes["ecstat2"] ||= 10
attributes["income2nk"] ||= attributes["income2"].present? ? 0 : 1
attributes["relat2"] ||= "R"
attributes["inc2mort"] ||= 3
attributes["buy2livein"] ||= 1 unless attributes["ownershipsch"] == 3
end
# other household members characteristics
(2..[attributes["hhmemb"], 6].min).each do |index|
attributes["age#{index}_known"] ||= 1
attributes["sex#{index}"] ||= "R"
attributes["ecstat#{index}"] ||= 10
attributes["relat#{index}"] ||= "R"
end
end
def missing_answers(sales_log)
applicable_questions = sales_log.form.subsections.map { |s| s.applicable_questions(sales_log).select { |q| q.enabled?(sales_log) } }.flatten
applicable_questions.filter { |q| q.unanswered?(sales_log) }.map(&:id) - sales_log.optional_fields
end
end
end