#include #include #include #include #include #include namespace { using RangeStorageType = DB::RangeHashedDictionary::RangeStorageType; // Null values mean that specified boundary, either min or max is not set on range. // To simplify comparison, null value of min bound should be bigger than any other value, // and null value of maxbound - less than any value. const RangeStorageType RANGE_MIN_NULL_VALUE = std::numeric_limits::max(); const RangeStorageType RANGE_MAX_NULL_VALUE = std::numeric_limits::lowest(); // Handle both kinds of null values: explicit nulls of NullableColumn and 'implicit' nulls of Date type. RangeStorageType getColumnIntValueOrDefault(const DB::IColumn & column, size_t index, bool isDate, const RangeStorageType & default_value) { if (column.isNullAt(index)) return default_value; const RangeStorageType result = static_cast(column.getInt(index)); if (isDate && !DB::RangeHashedDictionary::Range::isCorrectDate(result)) return default_value; return result; } const DB::IColumn & unwrapNullableColumn(const DB::IColumn & column) { if (const auto * m = DB::checkAndGetColumn(&column)) { return m->getNestedColumn(); } return column; } } // namespace namespace DB { namespace ErrorCodes { extern const int BAD_ARGUMENTS; extern const int DICTIONARY_IS_EMPTY; extern const int TYPE_MISMATCH; } bool RangeHashedDictionary::Range::isCorrectDate(const RangeStorageType & date) { return 0 < date && date <= DATE_LUT_MAX_DAY_NUM; } bool RangeHashedDictionary::Range::contains(const RangeStorageType & value) const { return left <= value && value <= right; } bool operator<(const RangeHashedDictionary::Range & left, const RangeHashedDictionary::Range & right) { return std::tie(left.left, left.right) < std::tie(right.left, right.right); } RangeHashedDictionary::RangeHashedDictionary( const std::string & dictionary_name, const DictionaryStructure & dict_struct, DictionarySourcePtr source_ptr, const DictionaryLifetime dict_lifetime, bool require_nonempty) : dictionary_name{dictionary_name}, dict_struct(dict_struct), source_ptr{std::move(source_ptr)}, dict_lifetime(dict_lifetime), require_nonempty(require_nonempty) { createAttributes(); try { loadData(); calculateBytesAllocated(); } catch (...) { creation_exception = std::current_exception(); } creation_time = std::chrono::system_clock::now(); } RangeHashedDictionary::RangeHashedDictionary(const RangeHashedDictionary & other) : RangeHashedDictionary{other.dictionary_name, other.dict_struct, other.source_ptr->clone(), other.dict_lifetime, other.require_nonempty} { } #define DECLARE_MULTIPLE_GETTER(TYPE)\ void RangeHashedDictionary::get##TYPE(\ const std::string & attribute_name, const PaddedPODArray & ids, const PaddedPODArray & dates,\ PaddedPODArray & out) const\ {\ const auto & attribute = getAttributeWithType(attribute_name, AttributeUnderlyingType::TYPE);\ getItems(attribute, ids, dates, out);\ } DECLARE_MULTIPLE_GETTER(UInt8) DECLARE_MULTIPLE_GETTER(UInt16) DECLARE_MULTIPLE_GETTER(UInt32) DECLARE_MULTIPLE_GETTER(UInt64) DECLARE_MULTIPLE_GETTER(UInt128) DECLARE_MULTIPLE_GETTER(Int8) DECLARE_MULTIPLE_GETTER(Int16) DECLARE_MULTIPLE_GETTER(Int32) DECLARE_MULTIPLE_GETTER(Int64) DECLARE_MULTIPLE_GETTER(Float32) DECLARE_MULTIPLE_GETTER(Float64) #undef DECLARE_MULTIPLE_GETTER void RangeHashedDictionary::getString( const std::string & attribute_name, const PaddedPODArray & ids, const PaddedPODArray & dates, ColumnString * out) const { const auto & attribute = getAttributeWithType(attribute_name, AttributeUnderlyingType::String); const auto & attr = *std::get>(attribute.maps); const auto & null_value = std::get(attribute.null_values); for (const auto i : ext::range(0, ids.size())) { const auto it = attr.find(ids[i]); if (it != std::end(attr)) { const auto date = dates[i]; const auto & ranges_and_values = it->second; const auto val_it = std::find_if(std::begin(ranges_and_values), std::end(ranges_and_values), [date] (const Value & v) { return v.range.contains(date); }); const auto string_ref = val_it != std::end(ranges_and_values) ? val_it->value : StringRef{null_value}; out->insertData(string_ref.data, string_ref.size); } else out->insertData(null_value.data(), null_value.size()); } query_count.fetch_add(ids.size(), std::memory_order_relaxed); } void RangeHashedDictionary::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{dictionary_name + ": hierarchical attributes not supported by " + getName() + " dictionary.", ErrorCodes::BAD_ARGUMENTS}; } } void RangeHashedDictionary::loadData() { auto stream = source_ptr->loadAll(); stream->readPrefix(); while (const auto block = stream->read()) { const auto & id_column = *block.safeGetByPosition(0).column; // Support old behaviour, where invalid date means 'open range'. const bool is_date = isDate(dict_struct.range_min->type); const auto & min_range_column = unwrapNullableColumn(*block.safeGetByPosition(1).column); const auto & max_range_column = unwrapNullableColumn(*block.safeGetByPosition(2).column); element_count += id_column.size(); for (const auto attribute_idx : ext::range(0, attributes.size())) { const auto & attribute_column = *block.safeGetByPosition(attribute_idx + 3).column; auto & attribute = attributes[attribute_idx]; for (const auto row_idx : ext::range(0, id_column.size())) { RangeStorageType lower_bound; RangeStorageType upper_bound; if (is_date) { lower_bound = getColumnIntValueOrDefault(min_range_column, row_idx, is_date, 0); upper_bound = getColumnIntValueOrDefault(max_range_column, row_idx, is_date, DATE_LUT_MAX_DAY_NUM + 1); } else { lower_bound = getColumnIntValueOrDefault(min_range_column, row_idx, is_date, RANGE_MIN_NULL_VALUE); upper_bound = getColumnIntValueOrDefault(max_range_column, row_idx, is_date, RANGE_MAX_NULL_VALUE); } setAttributeValue(attribute, id_column.getUInt(row_idx), Range{lower_bound, upper_bound}, attribute_column[row_idx]); } } } stream->readSuffix(); if (require_nonempty && 0 == element_count) throw Exception{dictionary_name + ": dictionary source is empty and 'require_nonempty' property is set.", ErrorCodes::DICTIONARY_IS_EMPTY}; } template void RangeHashedDictionary::addAttributeSize(const Attribute & attribute) { const auto & map_ref = std::get>(attribute.maps); bytes_allocated += sizeof(Collection) + map_ref->getBufferSizeInBytes(); bucket_count = map_ref->getBufferSizeInCells(); } void RangeHashedDictionary::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::String: { addAttributeSize(attribute); bytes_allocated += sizeof(Arena) + attribute.string_arena->size(); break; } } } } template void RangeHashedDictionary::createAttributeImpl(Attribute & attribute, const Field & null_value) { std::get(attribute.null_values) = null_value.get::Type>(); std::get>(attribute.maps) = std::make_unique>(); } RangeHashedDictionary::Attribute RangeHashedDictionary::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::String: { std::get(attr.null_values) = null_value.get(); std::get>(attr.maps) = std::make_unique>(); attr.string_arena = std::make_unique(); break; } } return attr; } template void RangeHashedDictionary::getItems( const Attribute & attribute, const PaddedPODArray & ids, const PaddedPODArray & dates, PaddedPODArray & out) const { if (false) {} #define DISPATCH(TYPE) \ else if (attribute.type == AttributeUnderlyingType::TYPE) \ getItemsImpl(attribute, ids, dates, out); DISPATCH(UInt8) DISPATCH(UInt16) DISPATCH(UInt32) DISPATCH(UInt64) DISPATCH(UInt128) DISPATCH(Int8) DISPATCH(Int16) DISPATCH(Int32) DISPATCH(Int64) DISPATCH(Float32) DISPATCH(Float64) #undef DISPATCH else throw Exception("Unexpected type of attribute: " + toString(attribute.type), ErrorCodes::LOGICAL_ERROR); } template void RangeHashedDictionary::getItemsImpl( const Attribute & attribute, const PaddedPODArray & ids, const PaddedPODArray & dates, PaddedPODArray & out) const { const auto & attr = *std::get>(attribute.maps); const auto null_value = std::get(attribute.null_values); for (const auto i : ext::range(0, ids.size())) { const auto it = attr.find(ids[i]); if (it != std::end(attr)) { const auto date = dates[i]; const auto & ranges_and_values = it->second; const auto val_it = std::find_if(std::begin(ranges_and_values), std::end(ranges_and_values), [date] (const Value & v) { return v.range.contains(date); }); out[i] = static_cast(val_it != std::end(ranges_and_values) ? val_it->value : null_value); } else out[i] = static_cast(null_value); } query_count.fetch_add(ids.size(), std::memory_order_relaxed); } template void RangeHashedDictionary::setAttributeValueImpl(Attribute & attribute, const Key id, const Range & range, const T value) { auto & map = *std::get>(attribute.maps); const auto it = map.find(id); if (it != map.end()) { auto & values = it->second; const auto insert_it = std::lower_bound(std::begin(values), std::end(values), range, [] (const Value & lhs, const Range & rhs_range) { return lhs.range < rhs_range; }); values.insert(insert_it, Value{ range, value }); } else map.insert({ id, Values{ Value{ range, value } } }); } void RangeHashedDictionary::setAttributeValue(Attribute & attribute, const Key id, const Range & range, const Field & value) { switch (attribute.type) { case AttributeUnderlyingType::UInt8: setAttributeValueImpl(attribute, id, range, value.get()); break; case AttributeUnderlyingType::UInt16: setAttributeValueImpl(attribute, id, range, value.get()); break; case AttributeUnderlyingType::UInt32: setAttributeValueImpl(attribute, id, range, value.get()); break; case AttributeUnderlyingType::UInt64: setAttributeValueImpl(attribute, id, range, value.get()); break; case AttributeUnderlyingType::UInt128: setAttributeValueImpl(attribute, id, range, value.get()); break; case AttributeUnderlyingType::Int8: setAttributeValueImpl(attribute, id, range, value.get()); break; case AttributeUnderlyingType::Int16: setAttributeValueImpl(attribute, id, range, value.get()); break; case AttributeUnderlyingType::Int32: setAttributeValueImpl(attribute, id, range, value.get()); break; case AttributeUnderlyingType::Int64: setAttributeValueImpl(attribute, id, range, value.get()); break; case AttributeUnderlyingType::Float32: setAttributeValueImpl(attribute, id, range, value.get()); break; case AttributeUnderlyingType::Float64: setAttributeValueImpl(attribute, id, range, value.get()); break; 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 StringRef string_ref{string_in_arena, string.size()}; const auto it = map.find(id); if (it != map.end()) { auto & values = it->second; const auto insert_it = std::lower_bound(std::begin(values), std::end(values), range, [] (const Value & lhs, const Range & rhs_range) { return lhs.range < rhs_range; }); values.insert(insert_it, Value{ range, string_ref }); } else map.insert({ id, Values{ Value{ range, string_ref } } }); break; } } } const RangeHashedDictionary::Attribute & RangeHashedDictionary::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{dictionary_name + ": no such attribute '" + attribute_name + "'", ErrorCodes::BAD_ARGUMENTS}; return attributes[it->second]; } const RangeHashedDictionary::Attribute & RangeHashedDictionary::getAttributeWithType(const std::string & attribute_name, const AttributeUnderlyingType type) const { const auto & attribute = getAttribute(attribute_name); if (attribute.type != type) throw Exception{attribute_name + ": type mismatch: attribute " + attribute_name + " has type " + toString(attribute.type), ErrorCodes::TYPE_MISMATCH}; return attribute; } template void RangeHashedDictionary::getIdsAndDates(PaddedPODArray & ids, PaddedPODArray & start_dates, PaddedPODArray & end_dates) const { const auto & attribute = attributes.front(); switch (attribute.type) { case AttributeUnderlyingType::UInt8: getIdsAndDates(attribute, ids, start_dates, end_dates); break; case AttributeUnderlyingType::UInt16: getIdsAndDates(attribute, ids, start_dates, end_dates); break; case AttributeUnderlyingType::UInt32: getIdsAndDates(attribute, ids, start_dates, end_dates); break; case AttributeUnderlyingType::UInt64: getIdsAndDates(attribute, ids, start_dates, end_dates); break; case AttributeUnderlyingType::UInt128: getIdsAndDates(attribute, ids, start_dates, end_dates); break; case AttributeUnderlyingType::Int8: getIdsAndDates(attribute, ids, start_dates, end_dates); break; case AttributeUnderlyingType::Int16: getIdsAndDates(attribute, ids, start_dates, end_dates); break; case AttributeUnderlyingType::Int32: getIdsAndDates(attribute, ids, start_dates, end_dates); break; case AttributeUnderlyingType::Int64: getIdsAndDates(attribute, ids, start_dates, end_dates); break; case AttributeUnderlyingType::Float32: getIdsAndDates(attribute, ids, start_dates, end_dates); break; case AttributeUnderlyingType::Float64: getIdsAndDates(attribute, ids, start_dates, end_dates); break; case AttributeUnderlyingType::String: getIdsAndDates(attribute, ids, start_dates, end_dates); break; } } template void RangeHashedDictionary::getIdsAndDates(const Attribute & attribute, PaddedPODArray & ids, PaddedPODArray & start_dates, PaddedPODArray & end_dates) const { const HashMap> & attr = *std::get>(attribute.maps); ids.reserve(attr.size()); start_dates.reserve(attr.size()); end_dates.reserve(attr.size()); const bool is_date = isDate(dict_struct.range_min->type); for (const auto & key : attr) { for (const auto & value : key.second) { ids.push_back(key.first); start_dates.push_back(value.range.left); end_dates.push_back(value.range.right); if (is_date && static_cast(end_dates.back()) > DATE_LUT_MAX_DAY_NUM) end_dates.back() = 0; } } } template BlockInputStreamPtr RangeHashedDictionary::getBlockInputStreamImpl(const Names & column_names, size_t max_block_size) const { PaddedPODArray ids; PaddedPODArray start_dates; PaddedPODArray end_dates; getIdsAndDates(ids, start_dates, end_dates); using BlockInputStreamType = RangeDictionaryBlockInputStream; auto dict_ptr = std::static_pointer_cast(shared_from_this()); return std::make_shared( dict_ptr, max_block_size, column_names, std::move(ids), std::move(start_dates), std::move(end_dates)); } struct RangeHashedDIctionaryCallGetBlockInputStreamImpl { BlockInputStreamPtr stream; const RangeHashedDictionary * dict; const Names * column_names; size_t max_block_size; template void operator()() { auto & type = dict->dict_struct.range_min->type; if (!stream && dynamic_cast *>(type.get())) stream = dict->getBlockInputStreamImpl(*column_names, max_block_size); } }; BlockInputStreamPtr RangeHashedDictionary::getBlockInputStream(const Names & column_names, size_t max_block_size) const { using ListType = TypeList; RangeHashedDIctionaryCallGetBlockInputStreamImpl callable; callable.dict = this; callable.column_names = &column_names; callable.max_block_size = max_block_size; ListType::forEach(callable); if (!callable.stream) throw Exception("Unexpected range type for RangeHashed dictionary: " + dict_struct.range_min->type->getName(), ErrorCodes::LOGICAL_ERROR); return callable.stream; } }