#include "ComplexKeyHashedDictionary.h" #include #include #include "DictionaryBlockInputStream.h" #include "DictionaryFactory.h" namespace DB { namespace ErrorCodes { extern const int TYPE_MISMATCH; extern const int ARGUMENT_OUT_OF_BOUND; extern const int BAD_ARGUMENTS; extern const int DICTIONARY_IS_EMPTY; } ComplexKeyHashedDictionary::ComplexKeyHashedDictionary( const std::string & name, const DictionaryStructure & dict_struct, DictionarySourcePtr source_ptr, const DictionaryLifetime dict_lifetime, bool require_nonempty, BlockPtr saved_block) : name{name} , dict_struct(dict_struct) , source_ptr{std::move(source_ptr)} , dict_lifetime(dict_lifetime) , require_nonempty(require_nonempty) , saved_block{std::move(saved_block)} { createAttributes(); try { loadData(); calculateBytesAllocated(); } catch (...) { creation_exception = std::current_exception(); } creation_time = std::chrono::system_clock::now(); } ComplexKeyHashedDictionary::ComplexKeyHashedDictionary(const ComplexKeyHashedDictionary & other) : ComplexKeyHashedDictionary{ other.name, other.dict_struct, other.source_ptr->clone(), other.dict_lifetime, other.require_nonempty, other.saved_block} { } #define DECLARE(TYPE) \ void ComplexKeyHashedDictionary::get##TYPE( \ const std::string & attribute_name, const Columns & key_columns, const DataTypes & key_types, ResultArrayType & out) const \ { \ dict_struct.validateKeyTypes(key_types); \ \ const auto & attribute = getAttribute(attribute_name); \ if (!isAttributeTypeConvertibleTo(attribute.type, AttributeUnderlyingType::TYPE)) \ throw Exception{name + ": type mismatch: attribute " + attribute_name + " has type " + toString(attribute.type), \ ErrorCodes::TYPE_MISMATCH}; \ \ const auto null_value = std::get(attribute.null_values); \ \ getItemsNumber( \ attribute, \ key_columns, \ [&](const size_t row, const auto value) { out[row] = value; }, \ [&](const size_t) { return null_value; }); \ } DECLARE(UInt8) DECLARE(UInt16) DECLARE(UInt32) DECLARE(UInt64) DECLARE(UInt128) DECLARE(Int8) DECLARE(Int16) DECLARE(Int32) DECLARE(Int64) DECLARE(Float32) DECLARE(Float64) DECLARE(Decimal32) DECLARE(Decimal64) DECLARE(Decimal128) #undef DECLARE void ComplexKeyHashedDictionary::getString( const std::string & attribute_name, const Columns & key_columns, const DataTypes & key_types, ColumnString * out) const { dict_struct.validateKeyTypes(key_types); const auto & attribute = getAttribute(attribute_name); if (!isAttributeTypeConvertibleTo(attribute.type, AttributeUnderlyingType::String)) throw Exception{name + ": type mismatch: attribute " + attribute_name + " has type " + toString(attribute.type), ErrorCodes::TYPE_MISMATCH}; const auto & null_value = StringRef{std::get(attribute.null_values)}; getItemsImpl( attribute, key_columns, [&](const size_t, const StringRef value) { out->insertData(value.data, value.size); }, [&](const size_t) { return null_value; }); } #define DECLARE(TYPE) \ void ComplexKeyHashedDictionary::get##TYPE( \ const std::string & attribute_name, \ const Columns & key_columns, \ const DataTypes & key_types, \ const PaddedPODArray & def, \ ResultArrayType & out) const \ { \ dict_struct.validateKeyTypes(key_types); \ \ const auto & attribute = getAttribute(attribute_name); \ if (!isAttributeTypeConvertibleTo(attribute.type, AttributeUnderlyingType::TYPE)) \ throw Exception{name + ": type mismatch: attribute " + attribute_name + " has type " + toString(attribute.type), \ ErrorCodes::TYPE_MISMATCH}; \ \ getItemsNumber( \ attribute, \ key_columns, \ [&](const size_t row, const auto value) { out[row] = value; }, \ [&](const size_t row) { return def[row]; }); \ } DECLARE(UInt8) DECLARE(UInt16) DECLARE(UInt32) DECLARE(UInt64) DECLARE(UInt128) DECLARE(Int8) DECLARE(Int16) DECLARE(Int32) DECLARE(Int64) DECLARE(Float32) DECLARE(Float64) DECLARE(Decimal32) DECLARE(Decimal64) DECLARE(Decimal128) #undef DECLARE void ComplexKeyHashedDictionary::getString( const std::string & attribute_name, const Columns & key_columns, const DataTypes & key_types, const ColumnString * const def, ColumnString * const out) const { dict_struct.validateKeyTypes(key_types); const auto & attribute = getAttribute(attribute_name); if (!isAttributeTypeConvertibleTo(attribute.type, AttributeUnderlyingType::String)) throw Exception{name + ": type mismatch: attribute " + attribute_name + " has type " + toString(attribute.type), ErrorCodes::TYPE_MISMATCH}; getItemsImpl( attribute, key_columns, [&](const size_t, const StringRef value) { out->insertData(value.data, value.size); }, [&](const size_t row) { return def->getDataAt(row); }); } #define DECLARE(TYPE) \ void ComplexKeyHashedDictionary::get##TYPE( \ const std::string & attribute_name, \ const Columns & key_columns, \ const DataTypes & key_types, \ const TYPE def, \ ResultArrayType & out) const \ { \ dict_struct.validateKeyTypes(key_types); \ \ const auto & attribute = getAttribute(attribute_name); \ if (!isAttributeTypeConvertibleTo(attribute.type, AttributeUnderlyingType::TYPE)) \ throw Exception{name + ": type mismatch: attribute " + attribute_name + " has type " + toString(attribute.type), \ ErrorCodes::TYPE_MISMATCH}; \ \ getItemsNumber( \ attribute, key_columns, [&](const size_t row, const auto value) { out[row] = value; }, [&](const size_t) { return def; }); \ } DECLARE(UInt8) DECLARE(UInt16) DECLARE(UInt32) DECLARE(UInt64) DECLARE(UInt128) DECLARE(Int8) DECLARE(Int16) DECLARE(Int32) DECLARE(Int64) DECLARE(Float32) DECLARE(Float64) DECLARE(Decimal32) DECLARE(Decimal64) DECLARE(Decimal128) #undef DECLARE void ComplexKeyHashedDictionary::getString( const std::string & attribute_name, const Columns & key_columns, const DataTypes & key_types, const String & def, ColumnString * const out) const { dict_struct.validateKeyTypes(key_types); const auto & attribute = getAttribute(attribute_name); if (!isAttributeTypeConvertibleTo(attribute.type, AttributeUnderlyingType::String)) throw Exception{name + ": type mismatch: attribute " + attribute_name + " has type " + toString(attribute.type), ErrorCodes::TYPE_MISMATCH}; getItemsImpl( attribute, key_columns, [&](const size_t, const StringRef value) { out->insertData(value.data, value.size); }, [&](const size_t) { return StringRef{def}; }); } void ComplexKeyHashedDictionary::has(const Columns & key_columns, const DataTypes & key_types, PaddedPODArray & out) const { dict_struct.validateKeyTypes(key_types); const auto & attribute = attributes.front(); switch (attribute.type) { case AttributeUnderlyingType::UInt8: has(attribute, key_columns, out); break; case AttributeUnderlyingType::UInt16: has(attribute, key_columns, out); break; case AttributeUnderlyingType::UInt32: has(attribute, key_columns, out); break; case AttributeUnderlyingType::UInt64: has(attribute, key_columns, out); break; case AttributeUnderlyingType::UInt128: has(attribute, key_columns, out); break; case AttributeUnderlyingType::Int8: has(attribute, key_columns, out); break; case AttributeUnderlyingType::Int16: has(attribute, key_columns, out); break; case AttributeUnderlyingType::Int32: has(attribute, key_columns, out); break; case AttributeUnderlyingType::Int64: has(attribute, key_columns, out); break; case AttributeUnderlyingType::Float32: has(attribute, key_columns, out); break; case AttributeUnderlyingType::Float64: has(attribute, key_columns, out); break; case AttributeUnderlyingType::String: has(attribute, key_columns, out); break; case AttributeUnderlyingType::Decimal32: has(attribute, key_columns, out); break; case AttributeUnderlyingType::Decimal64: has(attribute, key_columns, out); break; case AttributeUnderlyingType::Decimal128: has(attribute, key_columns, out); break; } } void ComplexKeyHashedDictionary::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(attribute.underlying_type, attribute.null_value)); if (attribute.hierarchical) throw Exception{name + ": hierarchical attributes not supported for dictionary of type " + getTypeName(), ErrorCodes::TYPE_MISMATCH}; } } void ComplexKeyHashedDictionary::blockToAttributes(const Block & block) { /// created upfront to avoid excess allocations const auto keys_size = dict_struct.key->size(); StringRefs keys(keys_size); const auto attributes_size = attributes.size(); const auto rows = block.rows(); element_count += rows; const auto key_column_ptrs = ext::map( ext::range(0, keys_size), [&](const size_t attribute_idx) { return block.safeGetByPosition(attribute_idx).column; }); const auto attribute_column_ptrs = ext::map(ext::range(0, attributes_size), [&](const size_t attribute_idx) { return block.safeGetByPosition(keys_size + attribute_idx).column; }); for (const auto row_idx : ext::range(0, rows)) { /// calculate key once per row const auto key = placeKeysInPool(row_idx, key_column_ptrs, keys, keys_pool); auto should_rollback = false; for (const auto attribute_idx : ext::range(0, attributes_size)) { const auto & attribute_column = *attribute_column_ptrs[attribute_idx]; auto & attribute = attributes[attribute_idx]; const auto inserted = setAttributeValue(attribute, key, attribute_column[row_idx]); if (!inserted) should_rollback = true; } /// @note on multiple equal keys the mapped value for the first one is stored if (should_rollback) keys_pool.rollback(key.size); } } void ComplexKeyHashedDictionary::updateData() { /// created upfront to avoid excess allocations const auto keys_size = dict_struct.key->size(); StringRefs keys(keys_size); const auto attributes_size = attributes.size(); if (!saved_block || saved_block->rows() == 0) { auto stream = source_ptr->loadUpdatedAll(); stream->readPrefix(); while (const auto block = stream->read()) { /// We are using this method to keep saved data if input stream consists of multiple blocks if (!saved_block) saved_block = std::make_shared(block.cloneEmpty()); for (const auto attribute_idx : ext::range(0, keys_size + attributes_size)) { const IColumn & update_column = *block.getByPosition(attribute_idx).column.get(); MutableColumnPtr saved_column = saved_block->getByPosition(attribute_idx).column->assumeMutable(); saved_column->insertRangeFrom(update_column, 0, update_column.size()); } } stream->readSuffix(); } else { auto stream = source_ptr->loadUpdatedAll(); stream->readPrefix(); while (Block block = stream->read()) { const auto saved_key_column_ptrs = ext::map( ext::range(0, keys_size), [&](const size_t key_idx) { return saved_block->safeGetByPosition(key_idx).column; }); const auto update_key_column_ptrs = ext::map( ext::range(0, keys_size), [&](const size_t key_idx) { return block.safeGetByPosition(key_idx).column; }); Arena temp_key_pool; ContainerType> update_key_hash; for (size_t i = 0; i < block.rows(); ++i) { const auto u_key = placeKeysInPool(i, update_key_column_ptrs, keys, temp_key_pool); update_key_hash[u_key].push_back(i); } const size_t rows = saved_block->rows(); IColumn::Filter filter(rows); for (size_t i = 0; i < saved_block->rows(); ++i) { const auto s_key = placeKeysInPool(i, saved_key_column_ptrs, keys, temp_key_pool); auto it = update_key_hash.find(s_key); if (it != std::end(update_key_hash)) filter[i] = 0; else filter[i] = 1; } auto block_columns = block.mutateColumns(); for (const auto attribute_idx : ext::range(0, keys_size + attributes_size)) { auto & column = saved_block->safeGetByPosition(attribute_idx).column; const auto & filtered_column = column->filter(filter, -1); block_columns[attribute_idx]->insertRangeFrom(*filtered_column.get(), 0, filtered_column->size()); } saved_block->setColumns(std::move(block_columns)); } stream->readSuffix(); } if (saved_block) blockToAttributes(*saved_block.get()); } void ComplexKeyHashedDictionary::loadData() { if (!source_ptr->hasUpdateField()) { auto stream = source_ptr->loadAll(); stream->readPrefix(); while (const auto block = stream->read()) blockToAttributes(block); stream->readSuffix(); } else updateData(); if (require_nonempty && 0 == element_count) throw Exception{name + ": dictionary source is empty and 'require_nonempty' property is set.", ErrorCodes::DICTIONARY_IS_EMPTY}; } template void ComplexKeyHashedDictionary::addAttributeSize(const Attribute & attribute) { const auto & map_ref = std::get>(attribute.maps); bytes_allocated += sizeof(ContainerType) + map_ref.getBufferSizeInBytes(); bucket_count = map_ref.getBufferSizeInCells(); } void ComplexKeyHashedDictionary::calculateBytesAllocated() { bytes_allocated += attributes.size() * sizeof(attributes.front()); for (const auto & attribute : attributes) { switch (attribute.type) { case AttributeUnderlyingType::UInt8: addAttributeSize(attribute); break; case AttributeUnderlyingType::UInt16: addAttributeSize(attribute); break; case AttributeUnderlyingType::UInt32: addAttributeSize(attribute); break; case AttributeUnderlyingType::UInt64: addAttributeSize(attribute); break; case AttributeUnderlyingType::UInt128: addAttributeSize(attribute); break; case AttributeUnderlyingType::Int8: addAttributeSize(attribute); break; case AttributeUnderlyingType::Int16: addAttributeSize(attribute); break; case AttributeUnderlyingType::Int32: addAttributeSize(attribute); break; case AttributeUnderlyingType::Int64: addAttributeSize(attribute); break; case AttributeUnderlyingType::Float32: addAttributeSize(attribute); break; case AttributeUnderlyingType::Float64: addAttributeSize(attribute); break; case AttributeUnderlyingType::Decimal32: addAttributeSize(attribute); break; case AttributeUnderlyingType::Decimal64: addAttributeSize(attribute); break; case AttributeUnderlyingType::Decimal128: addAttributeSize(attribute); break; case AttributeUnderlyingType::String: { addAttributeSize(attribute); bytes_allocated += sizeof(Arena) + attribute.string_arena->size(); break; } } } bytes_allocated += keys_pool.size(); } template void ComplexKeyHashedDictionary::createAttributeImpl(Attribute & attribute, const Field & null_value) { attribute.null_values = T(null_value.get>()); attribute.maps.emplace>(); } ComplexKeyHashedDictionary::Attribute ComplexKeyHashedDictionary::createAttributeWithType(const AttributeUnderlyingType type, const Field & null_value) { Attribute attr{type, {}, {}, {}}; switch (type) { case AttributeUnderlyingType::UInt8: createAttributeImpl(attr, null_value); break; case AttributeUnderlyingType::UInt16: createAttributeImpl(attr, null_value); break; case AttributeUnderlyingType::UInt32: createAttributeImpl(attr, null_value); break; case AttributeUnderlyingType::UInt64: createAttributeImpl(attr, null_value); break; case AttributeUnderlyingType::UInt128: createAttributeImpl(attr, null_value); break; case AttributeUnderlyingType::Int8: createAttributeImpl(attr, null_value); break; case AttributeUnderlyingType::Int16: createAttributeImpl(attr, null_value); break; case AttributeUnderlyingType::Int32: createAttributeImpl(attr, null_value); break; case AttributeUnderlyingType::Int64: createAttributeImpl(attr, null_value); break; case AttributeUnderlyingType::Float32: createAttributeImpl(attr, null_value); break; case AttributeUnderlyingType::Float64: createAttributeImpl(attr, null_value); break; case AttributeUnderlyingType::Decimal32: createAttributeImpl(attr, null_value); break; case AttributeUnderlyingType::Decimal64: createAttributeImpl(attr, null_value); break; case AttributeUnderlyingType::Decimal128: createAttributeImpl(attr, null_value); break; case AttributeUnderlyingType::String: { attr.null_values = null_value.get(); attr.maps.emplace>(); attr.string_arena = std::make_unique(); break; } } return attr; } template void ComplexKeyHashedDictionary::getItemsNumber( const Attribute & attribute, const Columns & key_columns, ValueSetter && set_value, DefaultGetter && get_default) const { if (false) { } #define DISPATCH(TYPE) \ else if (attribute.type == AttributeUnderlyingType::TYPE) getItemsImpl( \ attribute, key_columns, std::forward(set_value), std::forward(get_default)); DISPATCH(UInt8) DISPATCH(UInt16) DISPATCH(UInt32) DISPATCH(UInt64) DISPATCH(UInt128) DISPATCH(Int8) DISPATCH(Int16) DISPATCH(Int32) DISPATCH(Int64) DISPATCH(Float32) DISPATCH(Float64) DISPATCH(Decimal32) DISPATCH(Decimal64) DISPATCH(Decimal128) #undef DISPATCH else throw Exception("Unexpected type of attribute: " + toString(attribute.type), ErrorCodes::LOGICAL_ERROR); } template void ComplexKeyHashedDictionary::getItemsImpl( const Attribute & attribute, const Columns & key_columns, ValueSetter && set_value, DefaultGetter && get_default) const { const auto & attr = std::get>(attribute.maps); const auto keys_size = key_columns.size(); StringRefs keys(keys_size); Arena temporary_keys_pool; const auto rows = key_columns.front()->size(); for (const auto i : ext::range(0, rows)) { /// copy key data to arena so it is contiguous and return StringRef to it const auto key = placeKeysInPool(i, key_columns, keys, temporary_keys_pool); const auto it = attr.find(key); set_value(i, it != attr.end() ? static_cast(it->second) : get_default(i)); /// free memory allocated for the key temporary_keys_pool.rollback(key.size); } query_count.fetch_add(rows, std::memory_order_relaxed); } template bool ComplexKeyHashedDictionary::setAttributeValueImpl(Attribute & attribute, const StringRef key, const T value) { auto & map = std::get>(attribute.maps); const auto pair = map.insert({key, value}); return pair.second; } bool ComplexKeyHashedDictionary::setAttributeValue(Attribute & attribute, const StringRef key, const Field & value) { switch (attribute.type) { case AttributeUnderlyingType::UInt8: return setAttributeValueImpl(attribute, key, value.get()); case AttributeUnderlyingType::UInt16: return setAttributeValueImpl(attribute, key, value.get()); case AttributeUnderlyingType::UInt32: return setAttributeValueImpl(attribute, key, value.get()); case AttributeUnderlyingType::UInt64: return setAttributeValueImpl(attribute, key, value.get()); case AttributeUnderlyingType::UInt128: return setAttributeValueImpl(attribute, key, value.get()); case AttributeUnderlyingType::Int8: return setAttributeValueImpl(attribute, key, value.get()); case AttributeUnderlyingType::Int16: return setAttributeValueImpl(attribute, key, value.get()); case AttributeUnderlyingType::Int32: return setAttributeValueImpl(attribute, key, value.get()); case AttributeUnderlyingType::Int64: return setAttributeValueImpl(attribute, key, value.get()); case AttributeUnderlyingType::Float32: return setAttributeValueImpl(attribute, key, value.get()); case AttributeUnderlyingType::Float64: return setAttributeValueImpl(attribute, key, value.get()); case AttributeUnderlyingType::Decimal32: return setAttributeValueImpl(attribute, key, value.get()); case AttributeUnderlyingType::Decimal64: return setAttributeValueImpl(attribute, key, value.get()); case AttributeUnderlyingType::Decimal128: return setAttributeValueImpl(attribute, key, value.get()); case AttributeUnderlyingType::String: { auto & map = std::get>(attribute.maps); const auto & string = value.get(); const auto string_in_arena = attribute.string_arena->insert(string.data(), string.size()); const auto pair = map.insert({key, StringRef{string_in_arena, string.size()}}); return pair.second; } } return {}; } const ComplexKeyHashedDictionary::Attribute & ComplexKeyHashedDictionary::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{name + ": no such attribute '" + attribute_name + "'", ErrorCodes::BAD_ARGUMENTS}; return attributes[it->second]; } StringRef ComplexKeyHashedDictionary::placeKeysInPool(const size_t row, const Columns & key_columns, StringRefs & keys, Arena & pool) { const auto keys_size = key_columns.size(); size_t sum_keys_size{}; const char * block_start = nullptr; for (size_t j = 0; j < keys_size; ++j) { keys[j] = key_columns[j]->serializeValueIntoArena(row, pool, block_start); sum_keys_size += keys[j].size; } auto key_start = block_start; for (size_t j = 0; j < keys_size; ++j) { keys[j].data = key_start; key_start += keys[j].size; } return {block_start, sum_keys_size}; } template void ComplexKeyHashedDictionary::has(const Attribute & attribute, const Columns & key_columns, PaddedPODArray & out) const { const auto & attr = std::get>(attribute.maps); const auto keys_size = key_columns.size(); StringRefs keys(keys_size); Arena temporary_keys_pool; const auto rows = key_columns.front()->size(); for (const auto i : ext::range(0, rows)) { /// copy key data to arena so it is contiguous and return StringRef to it const auto key = placeKeysInPool(i, key_columns, keys, temporary_keys_pool); const auto it = attr.find(key); out[i] = it != attr.end(); /// free memory allocated for the key temporary_keys_pool.rollback(key.size); } query_count.fetch_add(rows, std::memory_order_relaxed); } std::vector ComplexKeyHashedDictionary::getKeys() const { const Attribute & attribute = attributes.front(); switch (attribute.type) { case AttributeUnderlyingType::UInt8: return getKeys(attribute); case AttributeUnderlyingType::UInt16: return getKeys(attribute); case AttributeUnderlyingType::UInt32: return getKeys(attribute); case AttributeUnderlyingType::UInt64: return getKeys(attribute); case AttributeUnderlyingType::UInt128: return getKeys(attribute); case AttributeUnderlyingType::Int8: return getKeys(attribute); case AttributeUnderlyingType::Int16: return getKeys(attribute); case AttributeUnderlyingType::Int32: return getKeys(attribute); case AttributeUnderlyingType::Int64: return getKeys(attribute); case AttributeUnderlyingType::Float32: return getKeys(attribute); case AttributeUnderlyingType::Float64: return getKeys(attribute); case AttributeUnderlyingType::String: return getKeys(attribute); case AttributeUnderlyingType::Decimal32: return getKeys(attribute); case AttributeUnderlyingType::Decimal64: return getKeys(attribute); case AttributeUnderlyingType::Decimal128: return getKeys(attribute); } return {}; } template std::vector ComplexKeyHashedDictionary::getKeys(const Attribute & attribute) const { const ContainerType & attr = std::get>(attribute.maps); std::vector keys; keys.reserve(attr.size()); for (const auto & key : attr) keys.push_back(key.first); return keys; } BlockInputStreamPtr ComplexKeyHashedDictionary::getBlockInputStream(const Names & column_names, size_t max_block_size) const { using BlockInputStreamType = DictionaryBlockInputStream; return std::make_shared(shared_from_this(), max_block_size, getKeys(), column_names); } void registerDictionaryComplexKeyHashed(DictionaryFactory & factory) { auto create_layout = [=](const std::string & name, const DictionaryStructure & dict_struct, const Poco::Util::AbstractConfiguration & config, const std::string & config_prefix, DictionarySourcePtr source_ptr) -> DictionaryPtr { if (!dict_struct.key) throw Exception{"'key' is required for dictionary of layout 'complex_key_hashed'", ErrorCodes::BAD_ARGUMENTS}; const DictionaryLifetime dict_lifetime{config, config_prefix + ".lifetime"}; const bool require_nonempty = config.getBool(config_prefix + ".require_nonempty", false); return std::make_unique(name, dict_struct, std::move(source_ptr), dict_lifetime, require_nonempty); }; factory.registerLayout("complex_key_hashed", create_layout); } }