#include #include #include #include #include #include #include #include #include namespace DB { namespace ErrorCodes { extern const int SET_SIZE_LIMIT_EXCEEDED; extern const int NOT_IMPLEMENTED; extern const int PARAMETER_OUT_OF_BOUND; extern const int LOGICAL_ERROR; } namespace { template int nullableCompareAt(const IColumn & left_column, const IColumn & right_column, size_t lhs_pos, size_t rhs_pos) { static constexpr int null_direction_hint = 1; if constexpr (has_nulls) { auto * left_nullable = checkAndGetColumn(left_column); auto * right_nullable = checkAndGetColumn(right_column); if (left_nullable && right_nullable) { int res = left_column.compareAt(lhs_pos, rhs_pos, right_column, null_direction_hint); if (res) return res; /// NULL != NULL case if (left_column.isNullAt(lhs_pos)) return null_direction_hint; } if (left_nullable && !right_nullable) { if (left_column.isNullAt(lhs_pos)) return null_direction_hint; return left_nullable->getNestedColumn().compareAt(lhs_pos, rhs_pos, right_column, null_direction_hint); } if (!left_nullable && right_nullable) { if (right_column.isNullAt(rhs_pos)) return -null_direction_hint; return left_column.compareAt(lhs_pos, rhs_pos, right_nullable->getNestedColumn(), null_direction_hint); } } /// !left_nullable && !right_nullable return left_column.compareAt(lhs_pos, rhs_pos, right_column, null_direction_hint); } Block extractMinMax(const Block & block, const Block & keys) { if (block.rows() == 0) throw Exception("Unexpected empty block", ErrorCodes::LOGICAL_ERROR); Block min_max = keys.cloneEmpty(); MutableColumns columns = min_max.mutateColumns(); for (size_t i = 0; i < columns.size(); ++i) { auto & src_column = block.getByName(keys.getByPosition(i).name); columns[i]->insertFrom(*src_column.column, 0); columns[i]->insertFrom(*src_column.column, block.rows() - 1); } min_max.setColumns(std::move(columns)); return min_max; } } struct MergeJoinEqualRange { size_t left_start = 0; size_t right_start = 0; size_t left_length = 0; size_t right_length = 0; bool empty() const { return !left_length && !right_length; } }; using Range = MergeJoinEqualRange; class MergeJoinCursor { public: MergeJoinCursor(const Block & block, const SortDescription & desc_) : impl(SortCursorImpl(block, desc_)) {} size_t position() const { return impl.pos; } size_t end() const { return impl.rows; } bool atEnd() const { return impl.pos >= impl.rows; } void nextN(size_t num) { impl.pos += num; } void setCompareNullability(const MergeJoinCursor & rhs) { has_nullable_columns = false; for (size_t i = 0; i < impl.sort_columns_size; ++i) { bool is_left_nullable = isColumnNullable(*impl.sort_columns[i]); bool is_right_nullable = isColumnNullable(*rhs.impl.sort_columns[i]); if (is_left_nullable || is_right_nullable) { has_nullable_columns = true; break; } } } Range getNextEqualRange(MergeJoinCursor & rhs) { if (has_nullable_columns) return getNextEqualRangeImpl(rhs); return getNextEqualRangeImpl(rhs); } int intersect(const Block & right_block, const Block & right_table_keys, const Names & key_names) { const Block min_max = extractMinMax(right_block, right_table_keys); if (end() == 0 || min_max.rows() != 2) throw Exception("Unexpected block size", ErrorCodes::LOGICAL_ERROR); size_t last_position = end() - 1; int first_vs_max = 0; int last_vs_min = 0; for (size_t i = 0; i < impl.sort_columns.size(); ++i) { auto & left_column = *impl.sort_columns[i]; auto & right_column = *min_max.getByName(key_names[i]).column; /// cannot get by position cause of possible duplicates if (!first_vs_max) first_vs_max = nullableCompareAt(left_column, right_column, position(), 1); if (!last_vs_min) last_vs_min = nullableCompareAt(left_column, right_column, last_position, 0); } if (first_vs_max > 0) return 1; if (last_vs_min < 0) return -1; return 0; } private: SortCursorImpl impl; bool has_nullable_columns = false; template Range getNextEqualRangeImpl(MergeJoinCursor & rhs) { while (!atEnd() && !rhs.atEnd()) { int cmp = compareAt(rhs, impl.pos, rhs.impl.pos); if (cmp < 0) impl.next(); if (cmp > 0) rhs.impl.next(); if (!cmp) { Range range{impl.pos, rhs.impl.pos, 0, 0}; range.left_length = getEqualLength(); range.right_length = rhs.getEqualLength(); return range; } } return Range{impl.pos, rhs.impl.pos, 0, 0}; } template int compareAt(const MergeJoinCursor & rhs, size_t lhs_pos, size_t rhs_pos) const { int res = 0; for (size_t i = 0; i < impl.sort_columns_size; ++i) { auto * left_column = impl.sort_columns[i]; auto * right_column = rhs.impl.sort_columns[i]; res = nullableCompareAt(*left_column, *right_column, lhs_pos, rhs_pos); if (res) break; } return res; } size_t getEqualLength() { if (atEnd()) return 0; size_t pos = impl.pos; while (sameNext(pos)) ++pos; return pos - impl.pos + 1; } bool sameNext(size_t lhs_pos) const { if (lhs_pos + 1 >= impl.rows) return false; for (size_t i = 0; i < impl.sort_columns_size; ++i) if (impl.sort_columns[i]->compareAt(lhs_pos, lhs_pos + 1, *(impl.sort_columns[i]), 1) != 0) return false; return true; } }; namespace { MutableColumns makeMutableColumns(const Block & block, size_t rows_to_reserve = 0) { MutableColumns columns; columns.reserve(block.columns()); for (const auto & src_column : block) { columns.push_back(src_column.column->cloneEmpty()); columns.back()->reserve(rows_to_reserve); } return columns; } void makeSortAndMerge(const Names & keys, SortDescription & sort, SortDescription & merge) { NameSet unique_keys; for (auto & key_name : keys) { merge.emplace_back(SortColumnDescription(key_name, 1, 1)); if (!unique_keys.count(key_name)) { unique_keys.insert(key_name); sort.emplace_back(SortColumnDescription(key_name, 1, 1)); } } } void copyLeftRange(const Block & block, MutableColumns & columns, size_t start, size_t rows_to_add) { for (size_t i = 0; i < block.columns(); ++i) { const auto & src_column = block.getByPosition(i).column; columns[i]->insertRangeFrom(*src_column, start, rows_to_add); } } void copyRightRange(const Block & right_block, const Block & right_columns_to_add, MutableColumns & columns, size_t row_position, size_t rows_to_add) { for (size_t i = 0; i < right_columns_to_add.columns(); ++i) { const auto & src_column = right_block.getByName(right_columns_to_add.getByPosition(i).name).column; auto & dst_column = columns[i]; auto * dst_nullable = typeid_cast(dst_column.get()); if (dst_nullable && !isColumnNullable(*src_column)) dst_nullable->insertManyFromNotNullable(*src_column, row_position, rows_to_add); else dst_column->insertManyFrom(*src_column, row_position, rows_to_add); } } void joinEqualsAnyLeft(const Block & right_block, const Block & right_columns_to_add, MutableColumns & right_columns, const Range & range) { copyRightRange(right_block, right_columns_to_add, right_columns, range.right_start, range.left_length); } void joinEquals(const Block & left_block, const Block & right_block, const Block & right_columns_to_add, MutableColumns & left_columns, MutableColumns & right_columns, const Range & range, bool is_all) { size_t left_rows_to_add = range.left_length; size_t right_rows_to_add = is_all ? range.right_length : 1; size_t row_position = range.right_start; for (size_t right_row = 0; right_row < right_rows_to_add; ++right_row, ++row_position) { copyLeftRange(left_block, left_columns, range.left_start, left_rows_to_add); copyRightRange(right_block, right_columns_to_add, right_columns, row_position, left_rows_to_add); } } void appendNulls(MutableColumns & right_columns, size_t rows_to_add) { for (auto & column : right_columns) column->insertManyDefaults(rows_to_add); } void joinInequalsLeft(const Block & left_block, MutableColumns & left_columns, MutableColumns & right_columns, size_t start, size_t end, bool copy_left) { if (end <= start) return; size_t rows_to_add = end - start; if (copy_left) copyLeftRange(left_block, left_columns, start, rows_to_add); appendNulls(right_columns, rows_to_add); } } MergeJoin::MergeJoin(std::shared_ptr table_join_, const Block & right_sample_block) : table_join(table_join_) , nullable_right_side(table_join->forceNullableRight()) , is_all(table_join->strictness() == ASTTableJoin::Strictness::All) , is_inner(isInner(table_join->kind())) , is_left(isLeft(table_join->kind())) , skip_not_intersected(table_join->enablePartialMergeJoinOptimizations()) { if (!isLeft(table_join->kind()) && !isInner(table_join->kind())) throw Exception("Partial merge supported for LEFT and INNER JOINs only", ErrorCodes::NOT_IMPLEMENTED); JoinCommon::extractKeysForJoin(table_join->keyNamesRight(), right_sample_block, right_table_keys, right_columns_to_add); const NameSet required_right_keys = table_join->requiredRightKeys(); for (const auto & column : right_table_keys) if (required_right_keys.count(column.name)) right_columns_to_add.insert(ColumnWithTypeAndName{nullptr, column.type, column.name}); JoinCommon::removeLowCardinalityInplace(right_columns_to_add); JoinCommon::createMissedColumns(right_columns_to_add); if (nullable_right_side) JoinCommon::convertColumnsToNullable(right_columns_to_add); makeSortAndMerge(table_join->keyNamesLeft(), left_sort_description, left_merge_description); makeSortAndMerge(table_join->keyNamesRight(), right_sort_description, right_merge_description); } void MergeJoin::setTotals(const Block & totals_block) { totals = totals_block; mergeRightBlocks(); } void MergeJoin::joinTotals(Block & block) const { JoinCommon::joinTotals(totals, right_columns_to_add, table_join->keyNamesRight(), block); } void MergeJoin::mergeRightBlocks() { if (right_blocks.empty()) return; Blocks unsorted_blocks; unsorted_blocks.reserve(right_blocks.size()); for (const auto & block : right_blocks) unsorted_blocks.push_back(block); size_t max_rows_in_block = table_join->maxRowsInRightBlock(); if (!max_rows_in_block) throw Exception("partial_merge_join_rows_in_right_blocks cannot be zero", ErrorCodes::PARAMETER_OUT_OF_BOUND); /// TODO: there should be no splitted keys by blocks for RIGHT|FULL JOIN MergeSortingBlocksBlockInputStream stream(unsorted_blocks, right_sort_description, max_rows_in_block); right_blocks.clear(); while (Block block = stream.read()) right_blocks.emplace_back(std::move(block)); } bool MergeJoin::addJoinedBlock(const Block & src_block) { Block block = materializeBlock(src_block); JoinCommon::removeLowCardinalityInplace(block); sortBlock(block, right_sort_description); std::unique_lock lock(rwlock); right_blocks.push_back(block); right_blocks_row_count += block.rows(); right_blocks_bytes += block.bytes(); return table_join->sizeLimits().check(right_blocks_row_count, right_blocks_bytes, "JOIN", ErrorCodes::SET_SIZE_LIMIT_EXCEEDED); } void MergeJoin::joinBlock(Block & block) { JoinCommon::checkTypesOfKeys(block, table_join->keyNamesLeft(), right_table_keys, table_join->keyNamesRight()); materializeBlockInplace(block); JoinCommon::removeLowCardinalityInplace(block); sortBlock(block, left_sort_description); std::shared_lock lock(rwlock); size_t rows_to_reserve = is_left ? block.rows() : 0; MutableColumns left_columns = makeMutableColumns(block, (is_all ? rows_to_reserve : 0)); MutableColumns right_columns = makeMutableColumns(right_columns_to_add, rows_to_reserve); MergeJoinCursor left_cursor(block, left_merge_description); size_t left_key_tail = 0; if (is_left) { for (auto it = right_blocks.begin(); it != right_blocks.end(); ++it) { if (left_cursor.atEnd()) break; if (skip_not_intersected) { int intersection = left_cursor.intersect(*it, right_table_keys, table_join->keyNamesRight()); if (intersection < 0) break; /// (left) ... (right) if (intersection > 0) continue; /// (right) ... (left) } leftJoin(left_cursor, block, *it, left_columns, right_columns, left_key_tail); } left_cursor.nextN(left_key_tail); joinInequalsLeft(block, left_columns, right_columns, left_cursor.position(), left_cursor.end(), is_all); //left_cursor.nextN(left_cursor.end() - left_cursor.position()); changeLeftColumns(block, std::move(left_columns)); addRightColumns(block, std::move(right_columns)); } else if (is_inner) { for (auto it = right_blocks.begin(); it != right_blocks.end(); ++it) { if (left_cursor.atEnd()) break; if (skip_not_intersected) { int intersection = left_cursor.intersect(*it, right_table_keys, table_join->keyNamesRight()); if (intersection < 0) break; /// (left) ... (right) if (intersection > 0) continue; /// (right) ... (left) } innerJoin(left_cursor, block, *it, left_columns, right_columns, left_key_tail); } left_cursor.nextN(left_key_tail); changeLeftColumns(block, std::move(left_columns)); addRightColumns(block, std::move(right_columns)); } } void MergeJoin::leftJoin(MergeJoinCursor & left_cursor, const Block & left_block, const Block & right_block, MutableColumns & left_columns, MutableColumns & right_columns, size_t & left_key_tail) { MergeJoinCursor right_cursor(right_block, right_merge_description); left_cursor.setCompareNullability(right_cursor); while (!left_cursor.atEnd() && !right_cursor.atEnd()) { /// Not zero left_key_tail means there were equality for the last left key in previous leftJoin() call. /// Do not join it twice: join only if it's equal with a first right key of current leftJoin() call and skip otherwise. size_t left_unequal_position = left_cursor.position() + left_key_tail; left_key_tail = 0; Range range = left_cursor.getNextEqualRange(right_cursor); joinInequalsLeft(left_block, left_columns, right_columns, left_unequal_position, range.left_start, is_all); if (range.empty()) break; if (is_all) joinEquals(left_block, right_block, right_columns_to_add, left_columns, right_columns, range, is_all); else joinEqualsAnyLeft(right_block, right_columns_to_add, right_columns, range); right_cursor.nextN(range.right_length); /// Do not run over last left keys for ALL JOIN (cause of possible duplicates in next right block) if (is_all && right_cursor.atEnd()) { left_key_tail = range.left_length; break; } left_cursor.nextN(range.left_length); } } void MergeJoin::innerJoin(MergeJoinCursor & left_cursor, const Block & left_block, const Block & right_block, MutableColumns & left_columns, MutableColumns & right_columns, size_t & left_key_tail) { MergeJoinCursor right_cursor(right_block, right_merge_description); left_cursor.setCompareNullability(right_cursor); while (!left_cursor.atEnd() && !right_cursor.atEnd()) { Range range = left_cursor.getNextEqualRange(right_cursor); if (range.empty()) break; joinEquals(left_block, right_block, right_columns_to_add, left_columns, right_columns, range, is_all); right_cursor.nextN(range.right_length); /// Do not run over last left keys for ALL JOIN (cause of possible duplicates in next right block) if (is_all && right_cursor.atEnd()) { left_key_tail = range.left_length; break; } left_cursor.nextN(range.left_length); } } void MergeJoin::changeLeftColumns(Block & block, MutableColumns && columns) { if (is_left && !is_all) return; block.setColumns(std::move(columns)); } void MergeJoin::addRightColumns(Block & block, MutableColumns && right_columns) { for (size_t i = 0; i < right_columns_to_add.columns(); ++i) { const auto & column = right_columns_to_add.getByPosition(i); block.insert(ColumnWithTypeAndName{std::move(right_columns[i]), column.type, column.name}); } } }