// Licensed to the Apache Software Foundation (ASF) under one // or more contributor license agreements. See the NOTICE file // distributed with this work for additional information // regarding copyright ownership. The ASF licenses this file // to you under the Apache License, Version 2.0 (the // "License"); you may not use this file except in compliance // with the License. You may obtain a copy of the License at // // http://www.apache.org/licenses/LICENSE-2.0 // // Unless required by applicable law or agreed to in writing, // software distributed under the License is distributed on an // "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY // KIND, either express or implied. See the License for the // specific language governing permissions and limitations // under the License. #include "olap/memtable.h" #include "common/logging.h" #include "olap/row.h" #include "olap/rowset/column_data_writer.h" #include "olap/rowset/rowset_writer.h" #include "olap/schema.h" #include "runtime/tuple.h" #include "util/doris_metrics.h" #include "vec/aggregate_functions/aggregate_function_reader.h" #include "vec/aggregate_functions/aggregate_function_simple_factory.h" #include "vec/core/field.h" namespace doris { MemTable::MemTable(int64_t tablet_id, Schema* schema, const TabletSchema* tablet_schema, const std::vector* slot_descs, TupleDescriptor* tuple_desc, KeysType keys_type, RowsetWriter* rowset_writer, const std::shared_ptr& parent_tracker, bool support_vec) : _tablet_id(tablet_id), _schema(schema), _tablet_schema(tablet_schema), _slot_descs(slot_descs), _keys_type(keys_type), _mem_tracker(MemTracker::create_tracker(-1, "MemTable", parent_tracker)), _buffer_mem_pool(new MemPool(_mem_tracker.get())), _table_mem_pool(new MemPool(_mem_tracker.get())), _schema_size(_schema->schema_size()), _rowset_writer(rowset_writer), _is_first_insertion(true), _agg_functions(schema->num_columns()), _mem_usage(0) { if (support_vec) { _skip_list = nullptr; _vec_row_comparator = std::make_shared(_schema); // TODO: Support ZOrderComparator in the future _vec_skip_list = std::make_unique( _vec_row_comparator.get(), _table_mem_pool.get(), _keys_type == KeysType::DUP_KEYS); } else { _vec_skip_list = nullptr; if (_keys_type == KeysType::DUP_KEYS) { _insert_fn = &MemTable::_insert_dup; } else { _insert_fn = &MemTable::_insert_agg; } if (_tablet_schema->has_sequence_col()) { _aggregate_two_row_fn = &MemTable::_aggregate_two_row_with_sequence; } else { _aggregate_two_row_fn = &MemTable::_aggregate_two_row; } if (tablet_schema->sort_type() == SortType::ZORDER) { _row_comparator = std::make_shared( _schema, tablet_schema->sort_col_num()); } else { _row_comparator = std::make_shared(_schema); } _skip_list = std::make_unique(_row_comparator.get(), _table_mem_pool.get(), _keys_type == KeysType::DUP_KEYS); } } void MemTable::_init_agg_functions(const vectorized::Block* block) { for (uint32_t cid = _schema->num_key_columns(); cid < _schema->num_columns(); ++cid) { FieldAggregationMethod agg_method = _tablet_schema->column(cid).aggregation(); std::string agg_name = TabletColumn::get_string_by_aggregation_type(agg_method) + vectorized::AGG_LOAD_SUFFIX; std::transform(agg_name.begin(), agg_name.end(), agg_name.begin(), [](unsigned char c) { return std::tolower(c); }); // create aggregate function vectorized::DataTypes argument_types {block->get_data_type(cid)}; vectorized::AggregateFunctionPtr function = vectorized::AggregateFunctionSimpleFactory::instance().get( agg_name, argument_types, {}, argument_types.back()->is_nullable()); DCHECK(function != nullptr); _agg_functions[cid] = function; } } MemTable::~MemTable() { std::for_each(_row_in_blocks.begin(), _row_in_blocks.end(), std::default_delete()); _mem_tracker->release(_mem_usage); } MemTable::RowCursorComparator::RowCursorComparator(const Schema* schema) : _schema(schema) {} int MemTable::RowCursorComparator::operator()(const char* left, const char* right) const { ContiguousRow lhs_row(_schema, left); ContiguousRow rhs_row(_schema, right); return compare_row(lhs_row, rhs_row); } int MemTable::RowInBlockComparator::operator()(const RowInBlock* left, const RowInBlock* right) const { return _pblock->compare_at(left->_row_pos, right->_row_pos, _schema->num_key_columns(), *_pblock, -1); } void MemTable::insert(const vectorized::Block* block, size_t row_pos, size_t num_rows) { if (_is_first_insertion) { _is_first_insertion = false; auto cloneBlock = block->clone_without_columns(); _input_mutable_block = vectorized::MutableBlock::build_mutable_block(&cloneBlock); _vec_row_comparator->set_block(&_input_mutable_block); _output_mutable_block = vectorized::MutableBlock::build_mutable_block(&cloneBlock); if (_keys_type != KeysType::DUP_KEYS) { _init_agg_functions(block); } } size_t cursor_in_mutableblock = _input_mutable_block.rows(); size_t oldsize = _input_mutable_block.allocated_bytes(); _input_mutable_block.add_rows(block, row_pos, num_rows); size_t newsize = _input_mutable_block.allocated_bytes(); _mem_usage += newsize - oldsize; _mem_tracker->consume(newsize - oldsize); for (int i = 0; i < num_rows; i++) { _row_in_blocks.emplace_back(new RowInBlock {cursor_in_mutableblock + i}); _insert_one_row_from_block(_row_in_blocks.back()); } } void MemTable::_insert_one_row_from_block(RowInBlock* row_in_block) { _rows++; bool overwritten = false; if (_keys_type == KeysType::DUP_KEYS) { // TODO: dup keys only need sort opertaion. Rethink skiplist is the beat way to sort columns? _vec_skip_list->Insert(row_in_block, &overwritten); DCHECK(!overwritten) << "Duplicate key model meet overwrite in SkipList"; return; } bool is_exist = _vec_skip_list->Find(row_in_block, &_vec_hint); if (is_exist) { _aggregate_two_row_in_block(row_in_block, _vec_hint.curr->key); } else { row_in_block->init_agg_places(_agg_functions, _schema->num_key_columns()); for (auto cid = _schema->num_key_columns(); cid < _schema->num_columns(); cid++) { auto col_ptr = _input_mutable_block.mutable_columns()[cid].get(); auto place = row_in_block->_agg_places[cid]; _agg_functions[cid]->add(place, const_cast(&col_ptr), row_in_block->_row_pos, nullptr); } _vec_skip_list->InsertWithHint(row_in_block, is_exist, &_vec_hint); } } // For non-DUP models, for the data rows passed from the upper layer, when copying the data, // we first allocate from _buffer_mem_pool, and then check whether it already exists in // _skiplist. If it exists, we aggregate the new row into the row in skiplist. // otherwise, we need to copy it into _table_mem_pool before we can insert it. void MemTable::_insert_agg(const Tuple* tuple) { _rows++; uint8_t* tuple_buf = _buffer_mem_pool->allocate(_schema_size); ContiguousRow src_row(_schema, tuple_buf); _tuple_to_row(tuple, &src_row, _buffer_mem_pool.get()); bool is_exist = _skip_list->Find((TableKey)tuple_buf, &_hint); if (is_exist) { (this->*_aggregate_two_row_fn)(src_row, _hint.curr->key); } else { tuple_buf = _table_mem_pool->allocate(_schema_size); ContiguousRow dst_row(_schema, tuple_buf); _agg_object_pool.acquire_data(&_agg_buffer_pool); copy_row_in_memtable(&dst_row, src_row, _table_mem_pool.get()); _skip_list->InsertWithHint((TableKey)tuple_buf, is_exist, &_hint); } // Make MemPool to be reusable, but does not free its memory _buffer_mem_pool->clear(); _agg_buffer_pool.clear(); } void MemTable::_insert_dup(const Tuple* tuple) { _rows++; bool overwritten = false; uint8_t* tuple_buf = _table_mem_pool->allocate(_schema_size); ContiguousRow row(_schema, tuple_buf); _tuple_to_row(tuple, &row, _table_mem_pool.get()); _skip_list->Insert((TableKey)tuple_buf, &overwritten); DCHECK(!overwritten) << "Duplicate key model meet overwrite in SkipList"; } void MemTable::_tuple_to_row(const Tuple* tuple, ContiguousRow* row, MemPool* mem_pool) { for (size_t i = 0; i < _slot_descs->size(); ++i) { auto cell = row->cell(i); const SlotDescriptor* slot = (*_slot_descs)[i]; bool is_null = tuple->is_null(slot->null_indicator_offset()); const auto* value = (const char*)tuple->get_slot(slot->tuple_offset()); _schema->column(i)->consume(&cell, value, is_null, mem_pool, &_agg_buffer_pool); } } void MemTable::_aggregate_two_row(const ContiguousRow& src_row, TableKey row_in_skiplist) { ContiguousRow dst_row(_schema, row_in_skiplist); agg_update_row(&dst_row, src_row, _table_mem_pool.get()); } void MemTable::_aggregate_two_row_with_sequence(const ContiguousRow& src_row, TableKey row_in_skiplist) { ContiguousRow dst_row(_schema, row_in_skiplist); agg_update_row_with_sequence(&dst_row, src_row, _tablet_schema->sequence_col_idx(), _table_mem_pool.get()); } void MemTable::_aggregate_two_row_in_block(RowInBlock* new_row, RowInBlock* row_in_skiplist) { if (_tablet_schema->has_sequence_col()) { auto sequence_idx = _tablet_schema->sequence_col_idx(); auto res = _input_mutable_block.compare_at(row_in_skiplist->_row_pos, new_row->_row_pos, sequence_idx, _input_mutable_block, -1); // dst sequence column larger than src, don't need to update if (res > 0) { return; } } // dst is non-sequence row, or dst sequence is smaller for (uint32_t cid = _schema->num_key_columns(); cid < _schema->num_columns(); ++cid) { auto place = row_in_skiplist->_agg_places[cid]; auto col_ptr = _input_mutable_block.mutable_columns()[cid].get(); _agg_functions[cid]->add(place, const_cast(&col_ptr), new_row->_row_pos, nullptr); } } vectorized::Block MemTable::_collect_vskiplist_results() { VecTable::Iterator it(_vec_skip_list.get()); vectorized::Block in_block = _input_mutable_block.to_block(); // TODO: should try to insert data by column, not by row. to opt the the code if (_keys_type == KeysType::DUP_KEYS) { for (it.SeekToFirst(); it.Valid(); it.Next()) { _output_mutable_block.add_row(&in_block, it.key()->_row_pos); } } else { for (it.SeekToFirst(); it.Valid(); it.Next()) { auto& block_data = in_block.get_columns_with_type_and_name(); // move key columns for (size_t i = 0; i < _schema->num_key_columns(); ++i) { _output_mutable_block.get_column_by_position(i)->insert_from( *block_data[i].column.get(), it.key()->_row_pos); } // get value columns from agg_places for (size_t i = _schema->num_key_columns(); i < _schema->num_columns(); ++i) { auto function = _agg_functions[i]; function->insert_result_into(it.key()->_agg_places[i], *(_output_mutable_block.get_column_by_position(i))); function->destroy(it.key()->_agg_places[i]); } } } return _output_mutable_block.to_block(); } Status MemTable::flush() { VLOG_CRITICAL << "begin to flush memtable for tablet: " << _tablet_id << ", memsize: " << memory_usage() << ", rows: " << _rows; int64_t duration_ns = 0; RETURN_NOT_OK(_do_flush(duration_ns)); DorisMetrics::instance()->memtable_flush_total->increment(1); DorisMetrics::instance()->memtable_flush_duration_us->increment(duration_ns / 1000); VLOG_CRITICAL << "after flush memtable for tablet: " << _tablet_id << ", flushsize: " << _flush_size; return Status::OK(); } Status MemTable::_do_flush(int64_t& duration_ns) { SCOPED_RAW_TIMER(&duration_ns); if (_skip_list) { Status st = _rowset_writer->flush_single_memtable(this, &_flush_size); if (st.precise_code() == OLAP_ERR_FUNC_NOT_IMPLEMENTED) { // For alpha rowset, we do not implement "flush_single_memtable". // Flush the memtable like the old way. Table::Iterator it(_skip_list.get()); for (it.SeekToFirst(); it.Valid(); it.Next()) { char* row = (char*)it.key(); ContiguousRow dst_row(_schema, row); agg_finalize_row(&dst_row, _table_mem_pool.get()); RETURN_NOT_OK(_rowset_writer->add_row(dst_row)); } RETURN_NOT_OK(_rowset_writer->flush()); } else { RETURN_NOT_OK(st); } } else { vectorized::Block block = _collect_vskiplist_results(); // beta rowset flush parallel, segment write add block is not // thread safe, so use tmp variable segment_write instead of // member variable RETURN_NOT_OK(_rowset_writer->flush_single_memtable(&block)); _flush_size = block.allocated_bytes(); } return Status::OK(); } Status MemTable::close() { return flush(); } MemTable::Iterator::Iterator(MemTable* memtable) : _mem_table(memtable), _it(memtable->_skip_list.get()) {} void MemTable::Iterator::seek_to_first() { _it.SeekToFirst(); } bool MemTable::Iterator::valid() { return _it.Valid(); } void MemTable::Iterator::next() { _it.Next(); } ContiguousRow MemTable::Iterator::get_current_row() { char* row = (char*)_it.key(); ContiguousRow dst_row(_mem_table->_schema, row); agg_finalize_row(&dst_row, _mem_table->_table_mem_pool.get()); return dst_row; } } // namespace doris