# frozen_string_literal: true module SVMKit # @!visibility private module Validation module_function # @!visibility private def check_sample_array(x) raise TypeError, 'Expect class of sample matrix to be Numo::DFloat' unless x.is_a?(Numo::DFloat) raise ArgumentError, 'Expect sample matrix to be 2-D array' unless x.shape.size == 2 nil end # @!visibility private def check_label_array(y) raise TypeError, 'Expect class of label vector to be Numo::Int32' unless y.is_a?(Numo::Int32) raise ArgumentError, 'Expect label vector to be 1-D arrray' unless y.shape.size == 1 nil end # @!visibility private def check_tvalue_array(y) raise TypeError, 'Expect class of target value vector to be Numo::DFloat' unless y.is_a?(Numo::DFloat) nil end # @!visibility private def check_sample_label_size(x, y) raise ArgumentError, 'Expect to have the same number of samples for sample matrix and label vector' unless x.shape[0] == y.shape[0] nil end # @!visibility private def check_sample_tvalue_size(x, y) raise ArgumentError, 'Expect to have the same number of samples for sample matrix and target value vector' unless x.shape[0] == y.shape[0] nil end # @!visibility private def check_params_type(type, params = {}) params.each { |k, v| raise TypeError, "Expect class of #{k} to be #{type}" unless v.is_a?(type) } nil end # @!visibility private def check_params_type_or_nil(type, params = {}) params.each { |k, v| raise TypeError, "Expect class of #{k} to be #{type} or nil" unless v.is_a?(type) || v.is_a?(NilClass) } nil end # @!visibility private def check_params_float(params = {}) check_params_type(Float, params) end # @!visibility private def check_params_integer(params = {}) check_params_type(Integer, params) end # @!visibility private def check_params_string(params = {}) check_params_type(String, params) end # @!visibility private def check_params_boolean(params = {}) params.each { |k, v| raise TypeError, "Expect class of #{k} to be Boolean" unless v.is_a?(FalseClass) || v.is_a?(TrueClass) } nil end # @!visibility private def check_params_positive(params = {}) params.reject { |_, v| v.nil? }.each { |k, v| raise ArgumentError, "Expect #{k} to be positive value" if v < 0 } nil end end end