#pragma once #include #include #include #include #include #include #include namespace DB { const auto initial_array_size = 1024; const auto max_array_size = 500000; class FlatDictionary final : public IDictionary { public: FlatDictionary(const std::string & name, const DictionaryStructure & dict_struct, DictionarySourcePtr source_ptr, const DictionaryLifetime dict_lifetime) : name{name}, dict_struct(dict_struct), source_ptr{std::move(source_ptr)}, dict_lifetime(dict_lifetime) { createAttributes(); loadData(); } FlatDictionary(const FlatDictionary & other) : FlatDictionary{other.name, other.dict_struct, other.source_ptr->clone(), other.dict_lifetime} {} std::string getName() const override { return name; } std::string getTypeName() const override { return "FlatDictionary"; } bool isCached() const override { return false; } DictionaryPtr clone() const override { return std::make_unique(*this); } const IDictionarySource * getSource() const override { return source_ptr.get(); } const DictionaryLifetime & getLifetime() const override { return dict_lifetime; } bool hasHierarchy() const override { return hierarchical_attribute; } id_t toParent(const id_t id) const override { const auto attr = hierarchical_attribute; const auto & array = *std::get>>(attr->arrays); return id < array.size() ? array[id] : std::get(attr->null_values); } void toParent(const PODArray & ids, PODArray & out) const override { getItems(*hierarchical_attribute, ids, out); } #define DECLARE_INDIVIDUAL_GETTER(TYPE, LC_TYPE) \ TYPE get##TYPE(const std::string & attribute_name, const id_t id) const override\ {\ const auto & attribute = getAttribute(attribute_name);\ if (attribute.type != AttributeType::LC_TYPE)\ throw Exception{\ "Type mismatch: attribute " + attribute_name + " has type " + toString(attribute.type),\ ErrorCodes::TYPE_MISMATCH\ };\ \ const auto & array = *std::get>>(attribute.arrays);\ \ return id < array.size() ? array[id] : std::get(attribute.null_values);\ } DECLARE_INDIVIDUAL_GETTER(UInt8, uint8) DECLARE_INDIVIDUAL_GETTER(UInt16, uint16) DECLARE_INDIVIDUAL_GETTER(UInt32, uint32) DECLARE_INDIVIDUAL_GETTER(UInt64, uint64) DECLARE_INDIVIDUAL_GETTER(Int8, int8) DECLARE_INDIVIDUAL_GETTER(Int16, int16) DECLARE_INDIVIDUAL_GETTER(Int32, int32) DECLARE_INDIVIDUAL_GETTER(Int64, int64) DECLARE_INDIVIDUAL_GETTER(Float32, float32) DECLARE_INDIVIDUAL_GETTER(Float64, float64) #undef DECLARE_INDIVIDUAL_GETTER String getString(const std::string & attribute_name, const id_t id) const override { const auto & attribute = getAttribute(attribute_name); if (attribute.type != AttributeType::string) throw Exception{ "Type mismatch: attribute " + attribute_name + " has type " + toString(attribute.type), ErrorCodes::TYPE_MISMATCH }; const auto & array = *std::get>>(attribute.arrays); return id < array.size() ? String{array[id]} : std::get(attribute.null_values); } #define DECLARE_MULTIPLE_GETTER(TYPE, LC_TYPE)\ void get##TYPE(const std::string & attribute_name, const PODArray & ids, PODArray & out) const override\ {\ const auto & attribute = getAttribute(attribute_name);\ if (attribute.type != AttributeType::LC_TYPE)\ throw Exception{\ "Type mismatch: attribute " + attribute_name + " has type " + toString(attribute.type),\ ErrorCodes::TYPE_MISMATCH\ };\ \ getItems(attribute, ids, out);\ } DECLARE_MULTIPLE_GETTER(UInt8, uint8) DECLARE_MULTIPLE_GETTER(UInt16, uint16) DECLARE_MULTIPLE_GETTER(UInt32, uint32) DECLARE_MULTIPLE_GETTER(UInt64, uint64) DECLARE_MULTIPLE_GETTER(Int8, int8) DECLARE_MULTIPLE_GETTER(Int16, int16) DECLARE_MULTIPLE_GETTER(Int32, int32) DECLARE_MULTIPLE_GETTER(Int64, int64) DECLARE_MULTIPLE_GETTER(Float32, float32) DECLARE_MULTIPLE_GETTER(Float64, float64) #undef DECLARE_MULTIPLE_GETTER void getString(const std::string & attribute_name, const PODArray & ids, ColumnString * out) const override { const auto & attribute = getAttribute(attribute_name); if (attribute.type != AttributeType::string) throw Exception{ "Type mismatch: attribute " + attribute_name + " has type " + toString(attribute.type), ErrorCodes::TYPE_MISMATCH }; const auto & attr = *std::get>>(attribute.arrays); const auto & null_value = std::get(attribute.null_values); for (const auto i : ext::range(0, ids.size())) { const auto id = ids[i]; const auto string_ref = id < attr.size() ? attr[id] : StringRef{null_value}; out->insertData(string_ref.data, string_ref.size); } } private: struct attribute_t final { AttributeType type; std::tuple null_values; std::tuple>, std::unique_ptr>, std::unique_ptr>, std::unique_ptr>, std::unique_ptr>, std::unique_ptr>, std::unique_ptr>, std::unique_ptr>, std::unique_ptr>, std::unique_ptr>, std::unique_ptr>> arrays; std::unique_ptr string_arena; }; void createAttributes() { const auto size = dict_struct.attributes.size(); attributes.reserve(size); for (const auto & attribute : dict_struct.attributes) { attribute_index_by_name.emplace(attribute.name, attributes.size()); attributes.push_back(createAttributeWithType(getAttributeTypeByName(attribute.type), attribute.null_value)); if (attribute.hierarchical) { hierarchical_attribute = &attributes.back(); if (hierarchical_attribute->type != AttributeType::uint64) throw Exception{ "Hierarchical attribute must be UInt64.", ErrorCodes::TYPE_MISMATCH }; } } } void loadData() { auto stream = source_ptr->loadAll(); stream->readPrefix(); while (const auto block = stream->read()) { const auto & id_column = *block.getByPosition(0).column; for (const auto attribute_idx : ext::range(0, attributes.size())) { const auto & attribute_column = *block.getByPosition(attribute_idx + 1).column; auto & attribute = attributes[attribute_idx]; for (const auto row_idx : ext::range(0, id_column.size())) setAttributeValue(attribute, id_column[row_idx].get(), attribute_column[row_idx]); } } stream->readSuffix(); } template void createAttributeImpl(attribute_t & attribute, const std::string & null_value) { const auto & null_value_ref = std::get(attribute.null_values) = DB::parse(null_value); std::get>>(attribute.arrays) = std::make_unique>(initial_array_size, null_value_ref); } attribute_t createAttributeWithType(const AttributeType type, const std::string & null_value) { attribute_t attr{type}; switch (type) { case AttributeType::uint8: createAttributeImpl(attr, null_value); break; case AttributeType::uint16: createAttributeImpl(attr, null_value); break; case AttributeType::uint32: createAttributeImpl(attr, null_value); break; case AttributeType::uint64: createAttributeImpl(attr, null_value); break; case AttributeType::int8: createAttributeImpl(attr, null_value); break; case AttributeType::int16: createAttributeImpl(attr, null_value); break; case AttributeType::int32: createAttributeImpl(attr, null_value); break; case AttributeType::int64: createAttributeImpl(attr, null_value); break; case AttributeType::float32: createAttributeImpl(attr, null_value); break; case AttributeType::float64: createAttributeImpl(attr, null_value); break; case AttributeType::string: { const auto & null_value_ref = std::get(attr.null_values) = DB::parse(null_value); std::get>>(attr.arrays) = std::make_unique>(initial_array_size, null_value_ref); attr.string_arena = std::make_unique(); break; } }; return attr; } template void getItems(const attribute_t & attribute, const PODArray & ids, PODArray & out) const { const auto & attr = *std::get>>(attribute.arrays); const auto null_value = std::get(attribute.null_values); for (const auto i : ext::range(0, ids.size())) { const auto id = ids[i]; out[i] = id < attr.size() ? attr[id] : null_value; } } template void setAttributeValueImpl(attribute_t & attribute, const id_t id, const T value) { auto & array = *std::get>>(attribute.arrays); if (id >= array.size()) array.resize_fill(id, std::get(attribute.null_values)); array[id] = value; } void setAttributeValue(attribute_t & attribute, const id_t id, const Field & value) { if (id >= max_array_size) throw Exception{ "Identifier should be less than " + toString(max_array_size), ErrorCodes::ARGUMENT_OUT_OF_BOUND }; switch (attribute.type) { case AttributeType::uint8: setAttributeValueImpl(attribute, id, value.get()); break; case AttributeType::uint16: setAttributeValueImpl(attribute, id, value.get()); break; case AttributeType::uint32: setAttributeValueImpl(attribute, id, value.get()); break; case AttributeType::uint64: setAttributeValueImpl(attribute, id, value.get()); break; case AttributeType::int8: setAttributeValueImpl(attribute, id, value.get()); break; case AttributeType::int16: setAttributeValueImpl(attribute, id, value.get()); break; case AttributeType::int32: setAttributeValueImpl(attribute, id, value.get()); break; case AttributeType::int64: setAttributeValueImpl(attribute, id, value.get()); break; case AttributeType::float32: setAttributeValueImpl(attribute, id, value.get()); break; case AttributeType::float64: setAttributeValueImpl(attribute, id, value.get()); break; case AttributeType::string: { auto & array = *std::get>>(attribute.arrays); if (id >= array.size()) array.resize_fill(id, std::get(attribute.null_values)); const auto & string = value.get(); const auto string_in_arena = attribute.string_arena->insert(string.data(), string.size()); array[id] = StringRef{string_in_arena, string.size()}; break; } } } const attribute_t & getAttribute(const std::string & attribute_name) const { const auto it = attribute_index_by_name.find(attribute_name); if (it == std::end(attribute_index_by_name)) throw Exception{ "No such attribute '" + attribute_name + "'", ErrorCodes::BAD_ARGUMENTS }; return attributes[it->second]; } const std::string name; const DictionaryStructure dict_struct; const DictionarySourcePtr source_ptr; const DictionaryLifetime dict_lifetime; std::map attribute_index_by_name; std::vector attributes; const attribute_t * hierarchical_attribute = nullptr; }; }