Module: Eps::Utils

Defined in:
lib/eps/utils.rb

Class Method Summary collapse

Class Method Details

.column_type(c, k) ⇒ Object 



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# File 'lib/eps/utils.rb', line 3

def self.column_type(c, k)
  if !c
    raise ArgumentError, "Missing column: #{k}"
  elsif c.all? { |v| v.nil? }
    # goes here for empty as well
    nil
  elsif c.any? { |v| v.nil? }
    raise ArgumentError, "Missing values in column #{k}"
  elsif c.all? { |v| v.is_a?(Numeric) }
    "numeric"
  elsif c.all? { |v| v.is_a?(String) }
    "categorical"
  elsif c.all? { |v| v == true || v == false }
    "categorical" # boolean
  else
    raise ArgumentError, "Column values must be all numeric, all string, or all boolean: #{k}"
  end
end