#include #include #include "database/dbms.hpp" #include "query/frontend/semantic/symbol_generator.hpp" #include "query/plan/cost_estimator.hpp" #include "query/plan/planner.hpp" #include "query/plan/vertex_count_cache.hpp" // Add chained MATCH (node1) -- (node2), MATCH (node2) -- (node3) ... clauses. static void AddChainedMatches(int num_matches, query::AstTreeStorage &storage) { for (int i = 0; i < num_matches; ++i) { auto *match = storage.Create(); auto *pattern = storage.Create(); pattern->identifier_ = storage.Create("path"); match->patterns_.emplace_back(pattern); std::string node1_name = "node" + std::to_string(i - 1); pattern->atoms_.emplace_back(storage.Create( storage.Create(node1_name))); pattern->atoms_.emplace_back(storage.Create( storage.Create("edge" + std::to_string(i)), query::EdgeAtom::Direction::BOTH)); pattern->atoms_.emplace_back(storage.Create( storage.Create("node" + std::to_string(i)))); storage.query()->clauses_.emplace_back(match); } } static void BM_PlanChainedMatches(benchmark::State &state) { Dbms dbms; auto dba = dbms.active(); while (state.KeepRunning()) { state.PauseTiming(); query::AstTreeStorage storage; int num_matches = state.range(0); AddChainedMatches(num_matches, storage); query::SymbolTable symbol_table; query::SymbolGenerator symbol_generator(symbol_table); storage.query()->Accept(symbol_generator); state.ResumeTiming(); query::plan::MakeLogicalPlan( storage, symbol_table, *dba); } } BENCHMARK(BM_PlanChainedMatches) ->RangeMultiplier(2) ->Range(50, 400) ->Unit(benchmark::kMillisecond); static void AddIndexedMatches( int num_matches, const GraphDbTypes::Label &label, const std::pair &property, query::AstTreeStorage &storage) { for (int i = 0; i < num_matches; ++i) { auto *match = storage.Create(); auto *pattern = storage.Create(); pattern->identifier_ = storage.Create("path"); match->patterns_.emplace_back(pattern); std::string node1_name = "node" + std::to_string(i - 1); auto *node = storage.Create( storage.Create(node1_name)); node->labels_.emplace_back(label); node->properties_[property] = storage.Create(i); pattern->atoms_.emplace_back(node); storage.query()->clauses_.emplace_back(match); } } static auto CreateIndexedVertices(int index_count, int vertex_count, Dbms &dbms) { auto dba = dbms.active(); auto label = dba->Label("label"); auto prop = dba->Property("prop"); dba->BuildIndex(label, prop); dba = dbms.active(); for (int vi = 0; vi < vertex_count; ++vi) { for (int index = 0; index < index_count; ++index) { auto vertex = dba->InsertVertex(); vertex.add_label(label); vertex.PropsSet(prop, index); } } dba->Commit(); return std::make_pair(label, prop); } static void BM_PlanAndEstimateIndexedMatching(benchmark::State &state) { Dbms dbms; GraphDbTypes::Label label; GraphDbTypes::Property prop; int index_count = state.range(0); int vertex_count = state.range(1); std::tie(label, prop) = CreateIndexedVertices(index_count, vertex_count, dbms); auto dba = dbms.active(); while (state.KeepRunning()) { state.PauseTiming(); query::AstTreeStorage storage; AddIndexedMatches(index_count, label, std::make_pair("prop", prop), storage); query::SymbolTable symbol_table; query::SymbolGenerator symbol_generator(symbol_table); storage.query()->Accept(symbol_generator); state.ResumeTiming(); auto plans = query::plan::MakeLogicalPlan( storage, symbol_table, *dba); for (auto &plan : plans) { query::plan::EstimatePlanCost(*dba, *plan); } } } static void BM_PlanAndEstimateIndexedMatchingWithCachedCounts( benchmark::State &state) { Dbms dbms; GraphDbTypes::Label label; GraphDbTypes::Property prop; int index_count = state.range(0); int vertex_count = state.range(1); std::tie(label, prop) = CreateIndexedVertices(index_count, vertex_count, dbms); auto dba = dbms.active(); auto vertex_counts = query::plan::MakeVertexCountCache(*dba); while (state.KeepRunning()) { state.PauseTiming(); query::AstTreeStorage storage; AddIndexedMatches(index_count, label, std::make_pair("prop", prop), storage); query::SymbolTable symbol_table; query::SymbolGenerator symbol_generator(symbol_table); storage.query()->Accept(symbol_generator); state.ResumeTiming(); auto plans = query::plan::MakeLogicalPlan( storage, symbol_table, vertex_counts); for (auto &plan : plans) { query::plan::EstimatePlanCost(vertex_counts, *plan); } } } BENCHMARK(BM_PlanAndEstimateIndexedMatching) ->RangeMultiplier(4) ->Ranges({{1, 100}, {100, 1000}}) ->Unit(benchmark::kMicrosecond); BENCHMARK(BM_PlanAndEstimateIndexedMatchingWithCachedCounts) ->RangeMultiplier(4) ->Ranges({{1, 100}, {100, 1000}}) ->Unit(benchmark::kMicrosecond); BENCHMARK_MAIN();