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Posted to commits@quickstep.apache.org by ji...@apache.org on 2017/01/28 03:00:40 UTC

incubator-quickstep git commit: Reorder output attribute order to improve copy performance. [Forced Update!]

Repository: incubator-quickstep
Updated Branches:
  refs/heads/reorder-attrs 372411e8d -> 0dce7b245 (forced update)


Reorder output attribute order to improve copy performance.


Project: http://git-wip-us.apache.org/repos/asf/incubator-quickstep/repo
Commit: http://git-wip-us.apache.org/repos/asf/incubator-quickstep/commit/0dce7b24
Tree: http://git-wip-us.apache.org/repos/asf/incubator-quickstep/tree/0dce7b24
Diff: http://git-wip-us.apache.org/repos/asf/incubator-quickstep/diff/0dce7b24

Branch: refs/heads/reorder-attrs
Commit: 0dce7b245487f8decf3f947c672ab46823fcc410
Parents: c8c5d45
Author: Jianqiao Zhu <ji...@cs.wisc.edu>
Authored: Thu Jan 12 18:41:17 2017 -0600
Committer: Jianqiao Zhu <ji...@cs.wisc.edu>
Committed: Fri Jan 27 20:58:25 2017 -0600

----------------------------------------------------------------------
 query_optimizer/CMakeLists.txt                  |   1 +
 query_optimizer/PhysicalGenerator.cpp           |   2 +
 query_optimizer/rules/CMakeLists.txt            |  12 +
 query_optimizer/rules/ReorderColumns.cpp        | 217 +++++++++++++++++++
 query_optimizer/rules/ReorderColumns.hpp        |  64 ++++++
 relational_operators/HashJoinOperator.cpp       | 149 +++----------
 storage/SplitRowStoreValueAccessor.hpp          |   5 +
 storage/ValueAccessor.hpp                       |  30 +++
 types/containers/ColumnVectorsValueAccessor.hpp |   5 +
 9 files changed, 365 insertions(+), 120 deletions(-)
----------------------------------------------------------------------


http://git-wip-us.apache.org/repos/asf/incubator-quickstep/blob/0dce7b24/query_optimizer/CMakeLists.txt
----------------------------------------------------------------------
diff --git a/query_optimizer/CMakeLists.txt b/query_optimizer/CMakeLists.txt
index 10c52a1..1b7a912 100644
--- a/query_optimizer/CMakeLists.txt
+++ b/query_optimizer/CMakeLists.txt
@@ -209,6 +209,7 @@ target_link_libraries(quickstep_queryoptimizer_PhysicalGenerator
                       quickstep_queryoptimizer_physical_Physical
                       quickstep_queryoptimizer_rules_AttachLIPFilters
                       quickstep_queryoptimizer_rules_PruneColumns
+                      quickstep_queryoptimizer_rules_ReorderColumns
                       quickstep_queryoptimizer_rules_StarSchemaHashJoinOrderOptimization
                       quickstep_queryoptimizer_rules_SwapProbeBuild
                       quickstep_queryoptimizer_strategy_Aggregate

http://git-wip-us.apache.org/repos/asf/incubator-quickstep/blob/0dce7b24/query_optimizer/PhysicalGenerator.cpp
----------------------------------------------------------------------
diff --git a/query_optimizer/PhysicalGenerator.cpp b/query_optimizer/PhysicalGenerator.cpp
index 7cb97dc..d1e4c65 100644
--- a/query_optimizer/PhysicalGenerator.cpp
+++ b/query_optimizer/PhysicalGenerator.cpp
@@ -28,6 +28,7 @@
 #include "query_optimizer/physical/Physical.hpp"
 #include "query_optimizer/rules/AttachLIPFilters.hpp"
 #include "query_optimizer/rules/PruneColumns.hpp"
+#include "query_optimizer/rules/ReorderColumns.hpp"
 #include "query_optimizer/rules/StarSchemaHashJoinOrderOptimization.hpp"
 #include "query_optimizer/rules/SwapProbeBuild.hpp"
 #include "query_optimizer/strategy/Aggregate.hpp"
@@ -109,6 +110,7 @@ P::PhysicalPtr PhysicalGenerator::optimizePlan() {
   } else {
     rules.emplace_back(new SwapProbeBuild());
   }
+  rules.emplace_back(new ReorderColumns());
   if (FLAGS_use_lip_filters) {
     rules.emplace_back(new AttachLIPFilters());
   }

http://git-wip-us.apache.org/repos/asf/incubator-quickstep/blob/0dce7b24/query_optimizer/rules/CMakeLists.txt
----------------------------------------------------------------------
diff --git a/query_optimizer/rules/CMakeLists.txt b/query_optimizer/rules/CMakeLists.txt
index 7fffadc..0ffa061 100644
--- a/query_optimizer/rules/CMakeLists.txt
+++ b/query_optimizer/rules/CMakeLists.txt
@@ -25,6 +25,7 @@ add_library(quickstep_queryoptimizer_rules_GenerateJoins GenerateJoins.cpp Gener
 add_library(quickstep_queryoptimizer_rules_PruneColumns PruneColumns.cpp PruneColumns.hpp)
 add_library(quickstep_queryoptimizer_rules_PushDownFilter PushDownFilter.cpp PushDownFilter.hpp)
 add_library(quickstep_queryoptimizer_rules_PushDownSemiAntiJoin PushDownSemiAntiJoin.cpp PushDownSemiAntiJoin.hpp)
+add_library(quickstep_queryoptimizer_rules_ReorderColumns ReorderColumns.cpp ReorderColumns.hpp)
 add_library(quickstep_queryoptimizer_rules_Rule ../../empty_src.cpp Rule.hpp)
 add_library(quickstep_queryoptimizer_rules_RuleHelper RuleHelper.cpp RuleHelper.hpp)
 add_library(quickstep_queryoptimizer_rules_StarSchemaHashJoinOrderOptimization
@@ -118,6 +119,16 @@ target_link_libraries(quickstep_queryoptimizer_rules_PushDownSemiAntiJoin
                       quickstep_queryoptimizer_logical_PatternMatcher
                       quickstep_queryoptimizer_rules_TopDownRule
                       quickstep_utility_Macros)
+target_link_libraries(quickstep_queryoptimizer_rules_ReorderColumns
+                      quickstep_queryoptimizer_expressions_AttributeReference
+                      quickstep_queryoptimizer_expressions_ExprId
+                      quickstep_queryoptimizer_expressions_NamedExpression
+                      quickstep_queryoptimizer_physical_HashJoin
+                      quickstep_queryoptimizer_physical_Physical
+                      quickstep_queryoptimizer_physical_PhysicalType
+                      quickstep_queryoptimizer_physical_Selection
+                      quickstep_queryoptimizer_rules_Rule
+                      quickstep_utility_Macros)
 target_link_libraries(quickstep_queryoptimizer_rules_Rule
                       glog
                       quickstep_utility_Macros)
@@ -213,6 +224,7 @@ target_link_libraries(quickstep_queryoptimizer_rules
                       quickstep_queryoptimizer_rules_PruneColumns
                       quickstep_queryoptimizer_rules_PushDownFilter
                       quickstep_queryoptimizer_rules_PushDownSemiAntiJoin
+                      quickstep_queryoptimizer_rules_ReorderColumns
                       quickstep_queryoptimizer_rules_Rule
                       quickstep_queryoptimizer_rules_RuleHelper
                       quickstep_queryoptimizer_rules_StarSchemaHashJoinOrderOptimization

http://git-wip-us.apache.org/repos/asf/incubator-quickstep/blob/0dce7b24/query_optimizer/rules/ReorderColumns.cpp
----------------------------------------------------------------------
diff --git a/query_optimizer/rules/ReorderColumns.cpp b/query_optimizer/rules/ReorderColumns.cpp
new file mode 100644
index 0000000..e04b810
--- /dev/null
+++ b/query_optimizer/rules/ReorderColumns.cpp
@@ -0,0 +1,217 @@
+/**
+ * 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 "query_optimizer/rules/ReorderColumns.hpp"
+
+#include <algorithm>
+#include <limits>
+#include <vector>
+
+#include "catalog/CatalogRelation.hpp"
+#include "query_optimizer/expressions/AttributeReference.hpp"
+#include "query_optimizer/expressions/ExprId.hpp"
+#include "query_optimizer/expressions/NamedExpression.hpp"
+#include "query_optimizer/physical/HashJoin.hpp"
+#include "query_optimizer/physical/PatternMatcher.hpp"
+#include "query_optimizer/physical/Physical.hpp"
+#include "query_optimizer/physical/PhysicalType.hpp"
+#include "query_optimizer/physical/Selection.hpp"
+#include "query_optimizer/physical/TableReference.hpp"
+
+#include "glog/logging.h"
+
+namespace quickstep {
+namespace optimizer {
+
+namespace E = ::quickstep::optimizer::expressions;
+namespace P = ::quickstep::optimizer::physical;
+
+P::PhysicalPtr ReorderColumns::apply(const P::PhysicalPtr &input) {
+  DCHECK(input->getPhysicalType() == P::PhysicalType::kTopLevelPlan);
+
+  return applyInternal(input, true);
+}
+
+P::PhysicalPtr ReorderColumns::applyInternal(const P::PhysicalPtr &input,
+                                             bool lock_ordering) {
+  // We have to guarantee that the top level ordering of the columns remain
+  // unchanged so that the output columns are ordered as specified by the user.
+  // So here we use the flag "lock_ordering" to skip the first transformable
+  // node (i.e. the first Selection or HashJoin).
+  bool skip_transform;
+  if (IsTransformable(input)) {
+    if (lock_ordering) {
+      skip_transform = true;
+      lock_ordering = false;
+    } else {
+      skip_transform = false;
+    }
+  } else {
+    skip_transform = true;
+  }
+
+  if (skip_transform) {
+    std::vector<P::PhysicalPtr> new_children;
+    for (const P::PhysicalPtr &child : input->children()) {
+      new_children.emplace_back(applyInternal(child, lock_ordering));
+    }
+
+    if (new_children != input->children()) {
+      return input->copyWithNewChildren(new_children);
+    } else {
+      return input;
+    }
+  }
+
+  // Collect the maximal chain of transformable nodes.
+  std::vector<P::PhysicalPtr> nodes;
+  for (P::PhysicalPtr node = input; IsTransformable(node); node = node->children().front()) {
+    nodes.emplace_back(node);
+  }
+  std::reverse(nodes.begin(), nodes.end());
+
+  // Analyze the attributes in the nodes.
+  std::unordered_map<E::ExprId, std::size_t> base, gen, kill;
+
+  const P::PhysicalPtr base_node =
+      applyInternal(nodes.front()->children().front(), false);
+  P::TableReferencePtr base_table;
+  if (P::SomeTableReference::MatchesWithConditionalCast(base_node, &base_table)) {
+  }
+
+  const std::vector<E::AttributeReferencePtr> base_attrs =
+      nodes.front()->children().front()->getOutputAttributes();
+  for (std::size_t i = 0; i < base_attrs.size(); ++i) {
+    base.emplace(base_attrs[i]->id(), i);
+  }
+
+  for (std::size_t i = 0; i < nodes.size(); ++i) {
+    for (const auto &attr : nodes[i]->getOutputAttributes()) {
+      const E::ExprId attr_id = attr->id();
+      if (gen.find(attr_id) == gen.end()) {
+        gen.emplace(attr_id, i);
+      }
+      kill[attr_id] = i;
+    }
+  }
+
+//  std::cout << "gen: \n";
+//  for (const auto &pair : gen) {
+//    std::cout << pair.first << ": " << pair.second << "\n";
+//  }
+//
+//  std::cout << "kill: \n";
+//  for (const auto &pair : kill) {
+//    std::cout << pair.first << ": " << pair.second << "\n";
+//  }
+
+  const auto comparator = [&gen, &kill, &base](const E::NamedExpressionPtr &lhs,
+                                               const E::NamedExpressionPtr &rhs) -> bool {
+    const E::ExprId lhs_id = lhs->id();
+    const E::ExprId rhs_id = rhs->id();
+
+    const std::size_t lhs_gen = gen.at(lhs_id);
+    const std::size_t rhs_gen = gen.at(rhs_id);
+    if (lhs_gen != rhs_gen) {
+      return lhs_gen < rhs_gen;
+    }
+
+    const std::size_t lhs_kill = kill.at(lhs_id);
+    const std::size_t rhs_kill = kill.at(rhs_id);
+    if (lhs_kill != rhs_kill) {
+      return lhs_kill < rhs_kill;
+    }
+
+    const auto lhs_base_it = base.find(lhs_id);
+    const auto rhs_base_it = base.find(rhs_id);
+    const std::size_t lhs_base =
+        lhs_base_it == base.end() ? std::numeric_limits<std::size_t>::max()
+                                  : lhs_base_it->second;
+    const std::size_t rhs_base =
+        rhs_base_it == base.end() ? std::numeric_limits<std::size_t>::max()
+                                  : rhs_base_it->second;
+    if (lhs_base != rhs_base) {
+      return lhs_base < rhs_base;
+    }
+
+    return lhs_id < rhs_id;
+  };
+
+  P::PhysicalPtr output = base_node;
+
+  for (const auto &node : nodes) {
+    std::vector<E::NamedExpressionPtr> project_expressions;
+    switch (node->getPhysicalType()) {
+      case P::PhysicalType::kHashJoin: {
+        project_expressions =
+            std::static_pointer_cast<const P::HashJoin>(node)->project_expressions();
+        break;
+      }
+      case P::PhysicalType::kSelection: {
+        project_expressions =
+            std::static_pointer_cast<const P::Selection>(node)->project_expressions();
+        break;
+      }
+      default:
+        LOG(FATAL) << "Unsupported physical type";
+    }
+
+    std::sort(project_expressions.begin(), project_expressions.end(), comparator);
+
+    switch (node->getPhysicalType()) {
+      case P::PhysicalType::kHashJoin: {
+        const P::HashJoinPtr old_node =
+            std::static_pointer_cast<const P::HashJoin>(node);
+        output = P::HashJoin::Create(output,
+                                     applyInternal(old_node->right(), false),
+                                     old_node->left_join_attributes(),
+                                     old_node->right_join_attributes(),
+                                     old_node->residual_predicate(),
+                                     project_expressions,
+                                     old_node->join_type());
+        break;
+      }
+      case P::PhysicalType::kSelection: {
+        const P::SelectionPtr old_node =
+            std::static_pointer_cast<const P::Selection>(node);
+        output = P::Selection::Create(output,
+                                      project_expressions,
+                                      old_node->filter_predicate());
+        break;
+      }
+      default:
+        LOG(FATAL) << "Unsupported physical type";
+    }
+  }
+
+  return output;
+}
+
+bool ReorderColumns::IsTransformable(const physical::PhysicalPtr &input) {
+  switch (input->getPhysicalType()) {
+    case P::PhysicalType::kHashJoin:  // Fall through
+    case P::PhysicalType::kSelection:
+      return true;
+    default:
+      return false;
+  }
+}
+
+}  // namespace optimizer
+}  // namespace quickstep

http://git-wip-us.apache.org/repos/asf/incubator-quickstep/blob/0dce7b24/query_optimizer/rules/ReorderColumns.hpp
----------------------------------------------------------------------
diff --git a/query_optimizer/rules/ReorderColumns.hpp b/query_optimizer/rules/ReorderColumns.hpp
new file mode 100644
index 0000000..ad699aa
--- /dev/null
+++ b/query_optimizer/rules/ReorderColumns.hpp
@@ -0,0 +1,64 @@
+/**
+ * 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.
+ **/
+
+#ifndef QUICKSTEP_QUERY_OPTIMIZER_RULES_REORDER_COLUMNS_HPP_
+#define QUICKSTEP_QUERY_OPTIMIZER_RULES_REORDER_COLUMNS_HPP_
+
+#include "query_optimizer/expressions/AttributeReference.hpp"
+#include "query_optimizer/physical/Physical.hpp"
+#include "query_optimizer/rules/Rule.hpp"
+#include "utility/Macros.hpp"
+
+namespace quickstep {
+namespace optimizer {
+
+/** \addtogroup OptimizerRules
+ *  @{
+ */
+
+class ReorderColumns : public Rule<physical::Physical> {
+ public:
+  /**
+   * @brief Constructor.
+   */
+  ReorderColumns() {}
+
+  ~ReorderColumns() override {}
+
+  std::string getName() const override {
+    return "ReorderColumns";
+  }
+
+  physical::PhysicalPtr apply(const physical::PhysicalPtr &input) override;
+
+ private:
+  physical::PhysicalPtr applyInternal(const physical::PhysicalPtr &input,
+                                      bool lock_ordering);
+
+  inline static bool IsTransformable(const physical::PhysicalPtr &input);
+
+  DISALLOW_COPY_AND_ASSIGN(ReorderColumns);
+};
+
+/** @} */
+
+}  // namespace optimizer
+}  // namespace quickstep
+
+#endif /* QUICKSTEP_QUERY_OPTIMIZER_RULES_REORDER_COLUMNS_HPP_ */

http://git-wip-us.apache.org/repos/asf/incubator-quickstep/blob/0dce7b24/relational_operators/HashJoinOperator.cpp
----------------------------------------------------------------------
diff --git a/relational_operators/HashJoinOperator.cpp b/relational_operators/HashJoinOperator.cpp
index 2028046..06ad86a 100644
--- a/relational_operators/HashJoinOperator.cpp
+++ b/relational_operators/HashJoinOperator.cpp
@@ -20,6 +20,7 @@
 #include "relational_operators/HashJoinOperator.hpp"
 
 #include <algorithm>
+#include <map>
 #include <memory>
 #include <unordered_map>
 #include <utility>
@@ -30,6 +31,7 @@
 #include "catalog/CatalogTypedefs.hpp"
 #include "expressions/predicate/Predicate.hpp"
 #include "expressions/scalar/Scalar.hpp"
+#include "expressions/scalar/ScalarAttribute.hpp"
 #include "query_execution/QueryContext.hpp"
 #include "query_execution/WorkOrderProtosContainer.hpp"
 #include "query_execution/WorkOrdersContainer.hpp"
@@ -63,6 +65,9 @@ namespace quickstep {
 
 namespace {
 
+typedef std::vector<std::pair<tuple_id, tuple_id>> VectorOfPairs;
+typedef std::pair<std::vector<tuple_id>, std::vector<tuple_id>> PairOfVectors;
+
 // Functor passed to HashTable::getAllFromValueAccessor() to collect matching
 // tuples from the inner relation. It stores matching tuple ID pairs
 // in an unordered_map keyed by inner block ID and a vector of
@@ -82,8 +87,7 @@ class VectorsOfPairsJoinedTuplesCollector {
   // key is inner block_id, values are vectors of joined tuple ID pairs with
   // tuple ID from the inner block on the left and the outer block on the
   // right.
-  inline std::unordered_map<block_id, std::vector<std::pair<tuple_id, tuple_id>>>*
-      getJoinedTuples() {
+  inline std::unordered_map<block_id, VectorOfPairs>* getJoinedTuples() {
     return &joined_tuples_;
   }
 
@@ -93,7 +97,7 @@ class VectorsOfPairsJoinedTuplesCollector {
   // cross-product of all tuples from both blocks, but simply using pairs of
   // tuple-IDs is expected to be more space efficient if the result set is less
   // than 1/64 the cardinality of the cross-product.
-  std::unordered_map<block_id, std::vector<std::pair<tuple_id, tuple_id>>> joined_tuples_;
+  std::unordered_map<block_id, VectorOfPairs> joined_tuples_;
 };
 
 // Another collector using an unordered_map keyed on inner block just like above,
@@ -106,15 +110,15 @@ class PairsOfVectorsJoinedTuplesCollector {
   template <typename ValueAccessorT>
   inline void operator()(const ValueAccessorT &accessor,
                          const TupleReference &tref) {
-    joined_tuples_[tref.block].first.push_back(tref.tuple);
-    joined_tuples_[tref.block].second.push_back(accessor.getCurrentPosition());
+    auto &entry = joined_tuples_[tref.block];
+    entry.first.emplace_back(tref.tuple);
+    entry.second.emplace_back(accessor.getCurrentPosition());
   }
 
   // Get a mutable pointer to the collected map of joined tuple ID pairs. The
   // key is inner block_id, value is a pair consisting of
   // inner block tuple IDs (first) and outer block tuple IDs (second).
-  inline std::unordered_map< block_id, std::pair<std::vector<tuple_id>, std::vector<tuple_id>>>*
-      getJoinedTuples() {
+  inline std::unordered_map<block_id, PairOfVectors>* getJoinedTuples() {
     return &joined_tuples_;
   }
 
@@ -461,7 +465,7 @@ void HashInnerJoinWorkOrder::execute() {
         base_accessor->createSharedTupleIdSequenceAdapterVirtual(*existence_map));
   }
 
-  PairsOfVectorsJoinedTuplesCollector collector;
+  VectorsOfPairsJoinedTuplesCollector collector;
   if (join_key_attributes_.size() == 1) {
     hash_table_.getAllFromValueAccessor(
         probe_accessor.get(),
@@ -479,14 +483,12 @@ void HashInnerJoinWorkOrder::execute() {
   const relation_id build_relation_id = build_relation_.getID();
   const relation_id probe_relation_id = probe_relation_.getID();
 
-  for (std::pair<const block_id, std::pair<std::vector<tuple_id>, std::vector<tuple_id>>>
+  for (std::pair<const block_id, VectorOfPairs>
            &build_block_entry : *collector.getJoinedTuples()) {
     BlockReference build_block =
         storage_manager_->getBlock(build_block_entry.first, build_relation_);
     const TupleStorageSubBlock &build_store = build_block->getTupleStorageSubBlock();
     std::unique_ptr<ValueAccessor> build_accessor(build_store.createValueAccessor());
-    const std::vector<tuple_id> &build_tids = build_block_entry.second.first;
-    const std::vector<tuple_id> &probe_tids = build_block_entry.second.second;
 
     // Evaluate '*residual_predicate_', if any.
     //
@@ -499,128 +501,35 @@ void HashInnerJoinWorkOrder::execute() {
     // hash join is below a reasonable threshold so that we don't blow up
     // temporary memory requirements to an unreasonable degree.
     if (residual_predicate_ != nullptr) {
-      std::pair<std::vector<tuple_id>, std::vector<tuple_id>> filtered_matches;
-      for (std::size_t i = 0; i < build_tids.size(); ++i) {
+      VectorOfPairs filtered_matches;
+
+      for (const std::pair<tuple_id, tuple_id> &hash_match
+           : build_block_entry.second) {
         if (residual_predicate_->matchesForJoinedTuples(*build_accessor,
                                                         build_relation_id,
-                                                        build_tids[i],
+                                                        hash_match.first,
                                                         *probe_accessor,
                                                         probe_relation_id,
-                                                        probe_tids[i])) {
-          filtered_matches.first.push_back(build_tids[i]);
-          filtered_matches.second.push_back(probe_tids[i]);
+                                                        hash_match.second)) {
+          filtered_matches.emplace_back(hash_match);
         }
       }
 
       build_block_entry.second = std::move(filtered_matches);
     }
 
-    // TODO(chasseur): If all the output expressions are ScalarAttributes,
-    // we could implement a similar fast-path to StorageBlock::selectSimple()
-    // that avoids a copy.
-    //
-    // TODO(chasseur): See TODO in NestedLoopsJoinOperator.cpp about limiting
-    // the size of materialized temporary results. In common usage, this
-    // probably won't be an issue for hash-joins, but in the worst case a hash
-    // join can still devolve into a cross-product.
-    //
-    // NOTE(chasseur): We could also create one big ColumnVectorsValueAccessor
-    // and accumulate all the results across multiple block pairs into it
-    // before inserting anything into output blocks, but this would require
-    // some significant API extensions to the expressions system for a dubious
-    // benefit (probably only a real performance win when there are very few
-    // matching tuples in each individual inner block but very many inner
-    // blocks with at least one match).
-
-    // We now create ordered value accessors for both build and probe side,
-    // using the joined tuple TIDs. Note that we have to use this Lambda-based
-    // invocation method here because the accessors don't have a virtual
-    // function that creates such an OrderedTupleIdSequenceAdapterValueAccessor.
-    std::unique_ptr<ValueAccessor> ordered_build_accessor, ordered_probe_accessor;
-    InvokeOnValueAccessorNotAdapter(
-        build_accessor.get(),
-        [&](auto *accessor) -> void {  // NOLINT(build/c++11)
-          ordered_build_accessor.reset(
-              accessor->createSharedOrderedTupleIdSequenceAdapter(build_tids));
-        });
-
-    if (probe_accessor->isTupleIdSequenceAdapter()) {
-      InvokeOnTupleIdSequenceAdapterValueAccessor(
-        probe_accessor.get(),
-        [&](auto *accessor) -> void {  // NOLINT(build/c++11)
-          ordered_probe_accessor.reset(
-            accessor->createSharedOrderedTupleIdSequenceAdapter(probe_tids));
-        });
-    } else {
-      InvokeOnValueAccessorNotAdapter(
-        probe_accessor.get(),
-        [&](auto *accessor) -> void {  // NOLINT(build/c++11)
-          ordered_probe_accessor.reset(
-            accessor->createSharedOrderedTupleIdSequenceAdapter(probe_tids));
-        });
-    }
-
-
-    // We also need a temp value accessor to store results of any scalar expressions.
     ColumnVectorsValueAccessor temp_result;
-
-    // Create a map of ValueAccessors and what attributes we want to pick from them
-    std::vector<std::pair<ValueAccessor *, std::vector<attribute_id>>> accessor_attribute_map;
-    const std::vector<ValueAccessor *> accessors{
-        ordered_build_accessor.get(), ordered_probe_accessor.get(), &temp_result};
-    const unsigned int build_index = 0, probe_index = 1, temp_index = 2;
-    for (auto &accessor : accessors) {
-      accessor_attribute_map.push_back(std::make_pair(
-          accessor,
-          std::vector<attribute_id>(selection_.size(), kInvalidCatalogId)));
+    for (auto selection_cit = selection_.begin();
+         selection_cit != selection_.end();
+         ++selection_cit) {
+      temp_result.addColumn((*selection_cit)->getAllValuesForJoin(build_relation_id,
+                                                                  build_accessor.get(),
+                                                                  probe_relation_id,
+                                                                  probe_accessor.get(),
+                                                                  build_block_entry.second));
     }
 
-    attribute_id dest_attr = 0;
-    std::vector<std::pair<tuple_id, tuple_id>> zipped_joined_tuple_ids;
-
-    for (auto &selection_cit : selection_) {
-      // If the Scalar (column) is not an attribute in build/probe blocks, then
-      // insert it into a ColumnVectorsValueAccessor.
-      if (selection_cit->getDataSource() != Scalar::ScalarDataSource::kAttribute) {
-        // Current destination attribute maps to the column we'll create now.
-        accessor_attribute_map[temp_index].second[dest_attr] = temp_result.getNumColumns();
-
-        if (temp_result.getNumColumns() == 0) {
-          // The getAllValuesForJoin function below needs joined tuple IDs as
-          // a vector of pair of (build-tuple-ID, probe-tuple-ID), and we have
-          // a pair of (build-tuple-IDs-vector, probe-tuple-IDs-vector). So
-          // we'll have to zip our two vectors together. We do this inside
-          // the loop because most queries don't exercise this code since
-          // they don't have scalar expressions with attributes from both
-          // build and probe relations (other expressions would have been
-          // pushed down to before the join).
-          zipped_joined_tuple_ids.reserve(build_tids.size());
-          for (std::size_t i = 0; i < build_tids.size(); ++i) {
-            zipped_joined_tuple_ids.push_back(std::make_pair(build_tids[i], probe_tids[i]));
-          }
-        }
-        temp_result.addColumn(
-            selection_cit
-                ->getAllValuesForJoin(build_relation_id, build_accessor.get(),
-                                      probe_relation_id, probe_accessor.get(),
-                                      zipped_joined_tuple_ids));
-      } else {
-        auto scalar_attr = static_cast<const ScalarAttribute *>(selection_cit.get());
-        const attribute_id attr_id = scalar_attr->getAttribute().getID();
-        if (scalar_attr->getAttribute().getParent().getID() == build_relation_id) {
-          accessor_attribute_map[build_index].second[dest_attr] = attr_id;
-        } else {
-          accessor_attribute_map[probe_index].second[dest_attr] = attr_id;
-        }
-      }
-      ++dest_attr;
-    }
-
-    // NOTE(chasseur): calling the bulk-insert method of InsertDestination once
-    // for each pair of joined blocks incurs some extra overhead that could be
-    // avoided by keeping checked-out MutableBlockReferences across iterations
-    // of this loop, but that would get messy when combined with partitioning.
-    output_destination_->bulkInsertTuplesFromValueAccessors(accessor_attribute_map);
+    output_destination_->bulkInsertTuples(&temp_result);
   }
 }
 

http://git-wip-us.apache.org/repos/asf/incubator-quickstep/blob/0dce7b24/storage/SplitRowStoreValueAccessor.hpp
----------------------------------------------------------------------
diff --git a/storage/SplitRowStoreValueAccessor.hpp b/storage/SplitRowStoreValueAccessor.hpp
index 951a20a..46367b3 100644
--- a/storage/SplitRowStoreValueAccessor.hpp
+++ b/storage/SplitRowStoreValueAccessor.hpp
@@ -318,6 +318,11 @@ class SplitRowStoreValueAccessor : public ValueAccessor {
     return createSharedTupleIdSequenceAdapter(id_sequence);
   }
 
+  ValueAccessor* createSharedOrderedTupleIdSequenceAdapterVirtual(
+      const OrderedTupleIdSequence &id_sequence) override {
+    return createSharedOrderedTupleIdSequenceAdapter(id_sequence);
+  }
+
   const TupleIdSequence* getTupleIdSequenceVirtual() const override {
     return getTupleIdSequence();
   }

http://git-wip-us.apache.org/repos/asf/incubator-quickstep/blob/0dce7b24/storage/ValueAccessor.hpp
----------------------------------------------------------------------
diff --git a/storage/ValueAccessor.hpp b/storage/ValueAccessor.hpp
index 654bbf9..f183efe 100644
--- a/storage/ValueAccessor.hpp
+++ b/storage/ValueAccessor.hpp
@@ -305,6 +305,21 @@ class ValueAccessor {
       const TupleIdSequence &id_sequence) = 0;
 
   /**
+   * @brief Create a new OrderedTupleIdSequenceAdapterValueAccessor that wraps
+   *        this ValueAccessor.
+   * @warning The newly-created adapter does NOT take ownership of this
+   *          ValueAccessor nor the provided OrderedTupleIdSequence. Both must
+   *          remain valid so long as the adapter will be used.
+   *
+   * @param id_sequence An OrderedTupleIdSequence specifying some subset of the
+   *        tuples for this ValueAccessor that the adapter will iterate over.
+   * @return A new OrderedTupleIdSequenceAdapterValueAccessor that will iterate
+   *         over only the tuples specified in id_sequence.
+   **/
+  virtual ValueAccessor* createSharedOrderedTupleIdSequenceAdapterVirtual(
+      const OrderedTupleIdSequence &id_sequence) = 0;
+
+  /**
    * @brief Get a TupleIdSequence indicating which positions this ValueAccessor
    *        is iterating over.
    *
@@ -512,6 +527,11 @@ class TupleIdSequenceAdapterValueAccessor : public ValueAccessor {
     return createSharedTupleIdSequenceAdapter(id_sequence);
   }
 
+  ValueAccessor* createSharedOrderedTupleIdSequenceAdapterVirtual(
+      const OrderedTupleIdSequence &id_sequence) override {
+    return createSharedOrderedTupleIdSequenceAdapter(id_sequence);
+  }
+
   const TupleIdSequence* getTupleIdSequenceVirtual() const override {
     return getTupleIdSequence();
   }
@@ -718,6 +738,11 @@ class OrderedTupleIdSequenceAdapterValueAccessor : public ValueAccessor {
     return createSharedTupleIdSequenceAdapter(id_sequence);
   }
 
+  ValueAccessor* createSharedOrderedTupleIdSequenceAdapterVirtual(
+      const OrderedTupleIdSequence &id_sequence) override {
+    return createSharedOrderedTupleIdSequenceAdapter(id_sequence);
+  }
+
   const TupleIdSequence* getTupleIdSequenceVirtual() const override {
     return getTupleIdSequence();
   }
@@ -944,6 +969,11 @@ class PackedTupleStorageSubBlockValueAccessor : public ValueAccessor {
     return createSharedTupleIdSequenceAdapter(id_sequence);
   }
 
+  ValueAccessor* createSharedOrderedTupleIdSequenceAdapterVirtual(
+      const OrderedTupleIdSequence &id_sequence) override {
+    return createSharedOrderedTupleIdSequenceAdapter(id_sequence);
+  }
+
   const TupleIdSequence* getTupleIdSequenceVirtual() const override {
     return getTupleIdSequence();
   }

http://git-wip-us.apache.org/repos/asf/incubator-quickstep/blob/0dce7b24/types/containers/ColumnVectorsValueAccessor.hpp
----------------------------------------------------------------------
diff --git a/types/containers/ColumnVectorsValueAccessor.hpp b/types/containers/ColumnVectorsValueAccessor.hpp
index fbbdc1b..6dc1124 100644
--- a/types/containers/ColumnVectorsValueAccessor.hpp
+++ b/types/containers/ColumnVectorsValueAccessor.hpp
@@ -290,6 +290,11 @@ class ColumnVectorsValueAccessor : public ValueAccessor {
     return createSharedTupleIdSequenceAdapter(id_sequence);
   }
 
+  ValueAccessor* createSharedOrderedTupleIdSequenceAdapterVirtual(
+      const OrderedTupleIdSequence &id_sequence) override {
+    return createSharedOrderedTupleIdSequenceAdapter(id_sequence);
+  }
+
   const TupleIdSequence* getTupleIdSequenceVirtual() const override {
     return getTupleIdSequence();
   }