require 'active_support/core_ext/object/duplicable' require 'ice_nine/core_ext/object' module Avromatic module Model # This module supports defining Virtus attributes for a model based on the # fields of Avro schemas. module Attributes extend ActiveSupport::Concern def self.first_union_schema(field_type) # TODO: This is a hack until I find a better solution for unions with # Virtus. This only handles a union for an optional field with :null # and one other type. # This hack lives on for now because custom type coercion is not pushed # down into unions. This means that custom types can only be optional # fields, not members of real unions. field_type.schemas.reject { |schema| schema.type_sym == :null }.first end module ClassMethods def add_avro_fields # models are registered in Avromatic.nested_models at this point to # ensure that they are available as fields for recursive models. register! if key_avro_schema check_for_field_conflicts! define_avro_attributes(key_avro_schema) end define_avro_attributes(avro_schema) end private def check_for_field_conflicts! conflicts = (key_avro_field_names & value_avro_field_names).each_with_object([]) do |name, msgs| next unless schema_fields_differ?(name) msgs << "Field '#{name}' has a different type in each schema: "\ "value #{value_avro_fields_by_name[name]}, "\ "key #{key_avro_fields_by_name[name]}" end raise conflicts.join("\n") if conflicts.any? conflicts end # The Avro::Schema::Field#== method is lame. It just compares # .type.type_sym. def schema_fields_differ?(name) key_avro_fields_by_name[name].to_avro != value_avro_fields_by_name[name].to_avro end def define_avro_attributes(schema) if schema.type_sym != :record raise "Unsupported schema type '#{schema.type_sym}', only 'record' schemas are supported." end schema.fields.each do |field| field_class = avro_field_class(field.type) attribute(field.name, field_class, avro_field_options(field, field_class)) add_validation(field) add_serializer(field, field_class) end end def add_validation(field) case field.type.type_sym when :enum validates(field.name, inclusion: { in: Set.new(field.type.symbols.map(&:freeze)).freeze }) when :fixed validates(field.name, length: { is: field.type.size }) when :record, :array, :map, :union validate_complex(field.name) end add_required_validation(field) end def add_required_validation(field) if required?(field) && field.default == :no_default case field.type.type_sym when :array, :map, :boolean validates(field.name, exclusion: { in: [nil], message: "can't be nil" }) else validates(field.name, presence: true) end end end # An optional field is represented as a union where the first member # is null. def optional?(field) field.type.type_sym == :union && field.type.schemas.first.type_sym == :null end def required?(field) !optional?(field) end def avro_field_class(field_type) custom_type = Avromatic.type_registry.fetch(field_type) return custom_type.value_class if custom_type.value_class if field_type.respond_to?(:logical_type) value_class = Avromatic::Model::LogicalTypes.value_class(field_type.logical_type) return value_class if value_class end case field_type.type_sym when :string, :bytes, :fixed String when :boolean Axiom::Types::Boolean when :int, :long Integer when :float, :double Float when :enum String when :null NilClass when :array Array[avro_field_class(field_type.items)] when :map Hash[String => avro_field_class(field_type.values)] when :union union_field_class(field_type) when :record build_nested_model(field_type) else raise "Unsupported type #{field_type}" end end def union_field_class(field_type) field_classes = field_type.schemas.reject { |schema| schema.type_sym == :null } .map { |schema| avro_field_class(schema) } if field_classes.size == 1 field_classes.first else Avromatic::Model::AttributeType::Union[*field_classes] end end def avro_field_options(field, field_class) options = {} prevent_union_including_custom_type!(field, field_class) custom_type = Avromatic.type_registry.fetch(field, field_class) coercer = custom_type.deserializer options[:coercer] = coercer if coercer # See: https://github.com/dasch/avro_turf/pull/36 if field.default != :no_default options.merge!(default: default_for(field.default), lazy: true) end options end def add_serializer(field, field_class) prevent_union_including_custom_type!(field, field_class) custom_type = Avromatic.type_registry.fetch(field, field_class) serializer = custom_type.serializer avro_serializer[field.name.to_sym] = serializer if serializer end def default_for(value) value.duplicable? ? value.dup.deep_freeze : value end # TODO: the methods below are temporary until support for custom types # as union members are supported. def member_uses_custom_type?(field) field.type.schemas.any? do |klass| Avromatic.type_registry.fetch(klass) != NullCustomType end end def prevent_union_including_custom_type!(field, field_class) if field_class.is_a?(Class) && field_class < Avromatic::Model::AttributeType::Union && member_uses_custom_type?(field) raise 'custom types within unions are currently unsupported' end end end end end end