[libcxx-commits] [libcxx] 74a9c6d - [libc++] Add a benchmark for std::map operations

Louis Dionne via libcxx-commits libcxx-commits at lists.llvm.org
Tue Sep 15 09:09:47 PDT 2020


Author: Mark de Wever
Date: 2020-09-15T12:09:29-04:00
New Revision: 74a9c6d7e1c49cd0e3a8e8072b8aa03f7a84caff

URL: https://github.com/llvm/llvm-project/commit/74a9c6d7e1c49cd0e3a8e8072b8aa03f7a84caff
DIFF: https://github.com/llvm/llvm-project/commit/74a9c6d7e1c49cd0e3a8e8072b8aa03f7a84caff.diff

LOG: [libc++] Add a benchmark for std::map operations

Before tackling http://llvm.org/PR38722, make sure there is a baseline
benchmark.

Differential Revision: https://reviews.llvm.org/D62778

Added: 
    libcxx/benchmarks/map.bench.cpp

Modified: 
    

Removed: 
    


################################################################################
diff  --git a/libcxx/benchmarks/map.bench.cpp b/libcxx/benchmarks/map.bench.cpp
new file mode 100644
index 000000000000..dd1884f65032
--- /dev/null
+++ b/libcxx/benchmarks/map.bench.cpp
@@ -0,0 +1,1037 @@
+//===----------------------------------------------------------------------===//
+//
+// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
+// See https://llvm.org/LICENSE.txt for license information.
+// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
+//
+//===----------------------------------------------------------------------===//
+
+#include <algorithm>
+#include <cstdint>
+#include <map>
+#include <random>
+#include <vector>
+
+#include "CartesianBenchmarks.h"
+#include "benchmark/benchmark.h"
+#include "test_macros.h"
+
+// When VALIDATE is defined the benchmark will run to validate the benchmarks.
+// The time taken by several operations depend on whether or not an element
+// exists. To avoid errors in the benchmark these operations have a validation
+// mode to test the benchmark. Since they are not meant to be benchmarked the
+// number of sizes tested is limited to 1.
+//#define VALIDATE
+
+namespace {
+
+enum class Mode { Hit, Miss };
+
+struct AllModes : EnumValuesAsTuple<AllModes, Mode, 2> {
+  static constexpr const char* Names[] = {"ExistingElement", "NewElement"};
+};
+
+// The positions of the hints to pick:
+// - Begin picks the first item. The item cannot be put before this element.
+// - Thrid picks the third item. This is just an element with a valid entry
+//   before and after it.
+// - Correct contains the correct hint.
+// - End contains a hint to the end of the map.
+enum class Hint { Begin, Third, Correct, End };
+struct AllHints : EnumValuesAsTuple<AllHints, Hint, 4> {
+  static constexpr const char* Names[] = {"Begin", "Third", "Correct", "End"};
+};
+
+enum class Order { Sorted, Random };
+struct AllOrders : EnumValuesAsTuple<AllOrders, Order, 2> {
+  static constexpr const char* Names[] = {"Sorted", "Random"};
+};
+
+struct TestSets {
+  std::vector<uint64_t> Keys;
+  std::vector<std::map<uint64_t, int64_t> > Maps;
+  std::vector<
+      std::vector<typename std::map<uint64_t, int64_t>::const_iterator> >
+      Hints;
+};
+
+enum class Shuffle { None, Keys, Hints };
+
+TestSets makeTestingSets(size_t MapSize, Mode mode, Shuffle shuffle,
+                         size_t max_maps) {
+  /*
+   * The shuffle does not retain the random number generator to use the same
+   * set of random numbers for every iteration.
+   */
+  TestSets R;
+
+  int MapCount = std::min(max_maps, 1000000 / MapSize);
+
+  for (uint64_t I = 0; I < MapSize; ++I) {
+    R.Keys.push_back(mode == Mode::Hit ? 2 * I + 2 : 2 * I + 1);
+  }
+  if (shuffle == Shuffle::Keys)
+    std::shuffle(R.Keys.begin(), R.Keys.end(), std::mt19937());
+
+  for (int M = 0; M < MapCount; ++M) {
+    auto& map = R.Maps.emplace_back();
+    auto& hints = R.Hints.emplace_back();
+    for (uint64_t I = 0; I < MapSize; ++I) {
+      hints.push_back(map.insert(std::make_pair(2 * I + 2, 0)).first);
+    }
+    if (shuffle == Shuffle::Hints)
+      std::shuffle(hints.begin(), hints.end(), std::mt19937());
+  }
+
+  return R;
+}
+
+struct Base {
+  size_t MapSize;
+  Base(size_t T) : MapSize(T) {}
+
+  std::string baseName() const { return "_MapSize=" + std::to_string(MapSize); }
+};
+
+//*******************************************************************|
+//                       Member functions                            |
+//*******************************************************************|
+
+struct ConstructorDefault {
+  void run(benchmark::State& State) const {
+    for (auto _ : State) {
+      benchmark::DoNotOptimize(std::map<uint64_t, int64_t>());
+    }
+  }
+
+  std::string name() const { return "BM_ConstructorDefault"; }
+};
+
+struct ConstructorIterator : Base {
+  using Base::Base;
+
+  void run(benchmark::State& State) const {
+    auto Data = makeTestingSets(MapSize, Mode::Hit, Shuffle::None, 1);
+    auto& Map = Data.Maps.front();
+    while (State.KeepRunningBatch(MapSize)) {
+#ifndef VALIDATE
+      benchmark::DoNotOptimize(
+          std::map<uint64_t, int64_t>(Map.begin(), Map.end()));
+#else
+      std::map<uint64_t, int64_t> M{Map.begin(), Map.end()};
+      if (M != Map)
+        State.SkipWithError("Map copy not identical");
+#endif
+    }
+  }
+
+  std::string name() const { return "BM_ConstructorIterator" + baseName(); }
+};
+
+struct ConstructorCopy : Base {
+  using Base::Base;
+
+  void run(benchmark::State& State) const {
+    auto Data = makeTestingSets(MapSize, Mode::Hit, Shuffle::None, 1);
+    auto& Map = Data.Maps.front();
+    while (State.KeepRunningBatch(MapSize)) {
+#ifndef VALIDATE
+      std::map<uint64_t, int64_t> M(Map);
+      benchmark::DoNotOptimize(M);
+#else
+      std::map<uint64_t, int64_t> M(Map);
+      if (M != Map)
+        State.SkipWithError("Map copy not identical");
+#endif
+    }
+  }
+
+  std::string name() const { return "BM_ConstructorCopy" + baseName(); }
+};
+
+struct ConstructorMove : Base {
+  using Base::Base;
+
+  void run(benchmark::State& State) const {
+    auto Data = makeTestingSets(MapSize, Mode::Hit, Shuffle::None, 1000);
+    while (State.KeepRunningBatch(MapSize * Data.Maps.size())) {
+      for (auto& Map : Data.Maps) {
+        std::map<uint64_t, int64_t> M(std::move(Map));
+        benchmark::DoNotOptimize(M);
+      }
+      State.PauseTiming();
+      Data = makeTestingSets(MapSize, Mode::Hit, Shuffle::None, 1000);
+      State.ResumeTiming();
+    }
+  }
+
+  std::string name() const { return "BM_ConstructorMove" + baseName(); }
+};
+
+//*******************************************************************|
+//                           Capacity                                |
+//*******************************************************************|
+
+struct Empty : Base {
+  using Base::Base;
+
+  void run(benchmark::State& State) const {
+    auto Data = makeTestingSets(MapSize, Mode::Hit, Shuffle::None, 1);
+    auto& Map = Data.Maps.front();
+    for (auto _ : State) {
+#ifndef VALIDATE
+      benchmark::DoNotOptimize(Map.empty());
+#else
+      if (Map.empty())
+        State.SkipWithError("Map contains an invalid number of elements.");
+#endif
+    }
+  }
+
+  std::string name() const { return "BM_Empty" + baseName(); }
+};
+
+struct Size : Base {
+  using Base::Base;
+
+  void run(benchmark::State& State) const {
+    auto Data = makeTestingSets(MapSize, Mode::Hit, Shuffle::None, 1);
+    auto& Map = Data.Maps.front();
+    for (auto _ : State) {
+#ifndef VALIDATE
+      benchmark::DoNotOptimize(Map.size());
+#else
+      if (Map.size() != MapSize)
+        State.SkipWithError("Map contains an invalid number of elements.");
+#endif
+    }
+  }
+
+  std::string name() const { return "BM_Size" + baseName(); }
+};
+
+//*******************************************************************|
+//                           Modifiers                               |
+//*******************************************************************|
+
+struct Clear : Base {
+  using Base::Base;
+
+  void run(benchmark::State& State) const {
+    auto Data = makeTestingSets(MapSize, Mode::Hit, Shuffle::None, 1000);
+    while (State.KeepRunningBatch(MapSize * Data.Maps.size())) {
+      for (auto& Map : Data.Maps) {
+        Map.clear();
+        benchmark::DoNotOptimize(Map);
+      }
+      State.PauseTiming();
+      Data = makeTestingSets(MapSize, Mode::Hit, Shuffle::None, 1000);
+      State.ResumeTiming();
+    }
+  }
+
+  std::string name() const { return "BM_Clear" + baseName(); }
+};
+
+template <class Mode, class Order>
+struct Insert : Base {
+  using Base::Base;
+
+  void run(benchmark::State& State) const {
+    auto Data = makeTestingSets(
+        MapSize, Mode(),
+        Order::value == ::Order::Random ? Shuffle::Keys : Shuffle::None, 1000);
+    while (State.KeepRunningBatch(MapSize * Data.Maps.size())) {
+      for (auto& Map : Data.Maps) {
+        for (auto K : Data.Keys) {
+#ifndef VALIDATE
+          benchmark::DoNotOptimize(Map.insert(std::make_pair(K, 1)));
+#else
+          bool Inserted = Map.insert(std::make_pair(K, 1)).second;
+          if (Mode() == ::Mode::Hit) {
+            if (Inserted)
+              State.SkipWithError("Inserted a duplicate element");
+          } else {
+            if (!Inserted)
+              State.SkipWithError("Failed to insert e new element");
+          }
+#endif
+        }
+      }
+
+      State.PauseTiming();
+      Data = makeTestingSets(MapSize, Mode(),
+                             Order::value == ::Order::Random ? Shuffle::Keys
+                                                             : Shuffle::None,
+                             1000);
+      State.ResumeTiming();
+    }
+  }
+
+  std::string name() const {
+    return "BM_Insert" + baseName() + Mode::name() + Order::name();
+  }
+};
+
+template <class Mode, class Hint>
+struct InsertHint : Base {
+  using Base::Base;
+
+  template < ::Hint hint>
+  typename std::enable_if<hint == ::Hint::Correct>::type
+  run(benchmark::State& State) const {
+    auto Data = makeTestingSets(MapSize, Mode(), Shuffle::None, 1000);
+    while (State.KeepRunningBatch(MapSize * Data.Maps.size())) {
+      for (size_t I = 0; I < Data.Maps.size(); ++I) {
+        auto& Map = Data.Maps[I];
+        auto H = Data.Hints[I].begin();
+        for (auto K : Data.Keys) {
+#ifndef VALIDATE
+          benchmark::DoNotOptimize(Map.insert(*H, std::make_pair(K, 1)));
+#else
+          auto Inserted = Map.insert(*H, std::make_pair(K, 1));
+          if (Mode() == ::Mode::Hit) {
+            if (Inserted != *H)
+              State.SkipWithError("Inserted a duplicate element");
+          } else {
+            if (++Inserted != *H)
+              State.SkipWithError("Failed to insert a new element");
+          }
+#endif
+          ++H;
+        }
+      }
+
+      State.PauseTiming();
+      Data = makeTestingSets(MapSize, Mode(), Shuffle::None, 1000);
+      State.ResumeTiming();
+    }
+  }
+
+  template < ::Hint hint>
+  typename std::enable_if<hint != ::Hint::Correct>::type
+  run(benchmark::State& State) const {
+    auto Data = makeTestingSets(MapSize, Mode(), Shuffle::None, 1000);
+    while (State.KeepRunningBatch(MapSize * Data.Maps.size())) {
+      for (size_t I = 0; I < Data.Maps.size(); ++I) {
+        auto& Map = Data.Maps[I];
+        auto Third = *(Data.Hints[I].begin() + 2);
+        for (auto K : Data.Keys) {
+          auto Itor = hint == ::Hint::Begin
+                          ? Map.begin()
+                          : hint == ::Hint::Third ? Third : Map.end();
+#ifndef VALIDATE
+          benchmark::DoNotOptimize(Map.insert(Itor, std::make_pair(K, 1)));
+#else
+          size_t Size = Map.size();
+          Map.insert(Itor, std::make_pair(K, 1));
+          if (Mode() == ::Mode::Hit) {
+            if (Size != Map.size())
+              State.SkipWithError("Inserted a duplicate element");
+          } else {
+            if (Size + 1 != Map.size())
+              State.SkipWithError("Failed to insert a new element");
+          }
+#endif
+        }
+      }
+
+      State.PauseTiming();
+      Data = makeTestingSets(MapSize, Mode(), Shuffle::None, 1000);
+      State.ResumeTiming();
+    }
+  }
+
+  void run(benchmark::State& State) const {
+    static constexpr auto h = Hint();
+    run<h>(State);
+  }
+
+  std::string name() const {
+    return "BM_InsertHint" + baseName() + Mode::name() + Hint::name();
+  }
+};
+
+template <class Mode, class Order>
+struct InsertAssign : Base {
+  using Base::Base;
+
+  void run(benchmark::State& State) const {
+    auto Data = makeTestingSets(
+        MapSize, Mode(),
+        Order::value == ::Order::Random ? Shuffle::Keys : Shuffle::None, 1000);
+    while (State.KeepRunningBatch(MapSize * Data.Maps.size())) {
+      for (auto& Map : Data.Maps) {
+        for (auto K : Data.Keys) {
+#ifndef VALIDATE
+          benchmark::DoNotOptimize(Map.insert_or_assign(K, 1));
+#else
+          bool Inserted = Map.insert_or_assign(K, 1).second;
+          if (Mode() == ::Mode::Hit) {
+            if (Inserted)
+              State.SkipWithError("Inserted a duplicate element");
+          } else {
+            if (!Inserted)
+              State.SkipWithError("Failed to insert e new element");
+          }
+#endif
+        }
+      }
+
+      State.PauseTiming();
+      Data = makeTestingSets(MapSize, Mode(),
+                             Order::value == ::Order::Random ? Shuffle::Keys
+                                                             : Shuffle::None,
+                             1000);
+      State.ResumeTiming();
+    }
+  }
+
+  std::string name() const {
+    return "BM_InsertAssign" + baseName() + Mode::name() + Order::name();
+  }
+};
+
+template <class Mode, class Hint>
+struct InsertAssignHint : Base {
+  using Base::Base;
+
+  template < ::Hint hint>
+  typename std::enable_if<hint == ::Hint::Correct>::type
+  run(benchmark::State& State) const {
+    auto Data = makeTestingSets(MapSize, Mode(), Shuffle::None, 1000);
+    while (State.KeepRunningBatch(MapSize * Data.Maps.size())) {
+      for (size_t I = 0; I < Data.Maps.size(); ++I) {
+        auto& Map = Data.Maps[I];
+        auto H = Data.Hints[I].begin();
+        for (auto K : Data.Keys) {
+#ifndef VALIDATE
+          benchmark::DoNotOptimize(Map.insert_or_assign(*H, K, 1));
+#else
+          auto Inserted = Map.insert_or_assign(*H, K, 1);
+          if (Mode() == ::Mode::Hit) {
+            if (Inserted != *H)
+              State.SkipWithError("Inserted a duplicate element");
+          } else {
+            if (++Inserted != *H)
+              State.SkipWithError("Failed to insert a new element");
+          }
+#endif
+          ++H;
+        }
+      }
+
+      State.PauseTiming();
+      Data = makeTestingSets(MapSize, Mode(), Shuffle::None, 1000);
+      State.ResumeTiming();
+    }
+  }
+
+  template < ::Hint hint>
+  typename std::enable_if<hint != ::Hint::Correct>::type
+  run(benchmark::State& State) const {
+    auto Data = makeTestingSets(MapSize, Mode(), Shuffle::None, 1000);
+    while (State.KeepRunningBatch(MapSize * Data.Maps.size())) {
+      for (size_t I = 0; I < Data.Maps.size(); ++I) {
+        auto& Map = Data.Maps[I];
+        auto Third = *(Data.Hints[I].begin() + 2);
+        for (auto K : Data.Keys) {
+          auto Itor = hint == ::Hint::Begin
+                          ? Map.begin()
+                          : hint == ::Hint::Third ? Third : Map.end();
+#ifndef VALIDATE
+          benchmark::DoNotOptimize(Map.insert_or_assign(Itor, K, 1));
+#else
+          size_t Size = Map.size();
+          Map.insert_or_assign(Itor, K, 1);
+          if (Mode() == ::Mode::Hit) {
+            if (Size != Map.size())
+              State.SkipWithError("Inserted a duplicate element");
+          } else {
+            if (Size + 1 != Map.size())
+              State.SkipWithError("Failed to insert a new element");
+          }
+#endif
+        }
+      }
+
+      State.PauseTiming();
+      Data = makeTestingSets(MapSize, Mode(), Shuffle::None, 1000);
+      State.ResumeTiming();
+    }
+  }
+
+  void run(benchmark::State& State) const {
+    static constexpr auto h = Hint();
+    run<h>(State);
+  }
+
+  std::string name() const {
+    return "BM_InsertAssignHint" + baseName() + Mode::name() + Hint::name();
+  }
+};
+
+template <class Mode, class Order>
+struct Emplace : Base {
+  using Base::Base;
+
+  void run(benchmark::State& State) const {
+
+    auto Data = makeTestingSets(
+        MapSize, Mode(),
+        Order::value == ::Order::Random ? Shuffle::Keys : Shuffle::None, 1000);
+    while (State.KeepRunningBatch(MapSize * Data.Maps.size())) {
+      for (auto& Map : Data.Maps) {
+        for (auto K : Data.Keys) {
+#ifndef VALIDATE
+          benchmark::DoNotOptimize(Map.emplace(K, 1));
+#else
+          bool Inserted = Map.emplace(K, 1).second;
+          if (Mode() == ::Mode::Hit) {
+            if (Inserted)
+              State.SkipWithError("Emplaced a duplicate element");
+          } else {
+            if (!Inserted)
+              State.SkipWithError("Failed to emplace a new element");
+          }
+#endif
+        }
+      }
+
+      State.PauseTiming();
+      Data = makeTestingSets(MapSize, Mode(),
+                             Order::value == ::Order::Random ? Shuffle::Keys
+                                                             : Shuffle::None,
+                             1000);
+      State.ResumeTiming();
+    }
+  }
+
+  std::string name() const {
+    return "BM_Emplace" + baseName() + Mode::name() + Order::name();
+  }
+};
+
+template <class Mode, class Hint>
+struct EmplaceHint : Base {
+  using Base::Base;
+
+  template < ::Hint hint>
+  typename std::enable_if<hint == ::Hint::Correct>::type
+  run(benchmark::State& State) const {
+    auto Data = makeTestingSets(MapSize, Mode(), Shuffle::None, 1000);
+    while (State.KeepRunningBatch(MapSize * Data.Maps.size())) {
+      for (size_t I = 0; I < Data.Maps.size(); ++I) {
+        auto& Map = Data.Maps[I];
+        auto H = Data.Hints[I].begin();
+        for (auto K : Data.Keys) {
+#ifndef VALIDATE
+          benchmark::DoNotOptimize(Map.emplace_hint(*H, K, 1));
+#else
+          auto Inserted = Map.emplace_hint(*H, K, 1);
+          if (Mode() == ::Mode::Hit) {
+            if (Inserted != *H)
+              State.SkipWithError("Emplaced a duplicate element");
+          } else {
+            if (++Inserted != *H)
+              State.SkipWithError("Failed to emplace a new element");
+          }
+#endif
+          ++H;
+        }
+      }
+
+      State.PauseTiming();
+      Data = makeTestingSets(MapSize, Mode(), Shuffle::None, 1000);
+      State.ResumeTiming();
+    }
+  }
+
+  template < ::Hint hint>
+  typename std::enable_if<hint != ::Hint::Correct>::type
+  run(benchmark::State& State) const {
+    auto Data = makeTestingSets(MapSize, Mode(), Shuffle::None, 1000);
+    while (State.KeepRunningBatch(MapSize * Data.Maps.size())) {
+      for (size_t I = 0; I < Data.Maps.size(); ++I) {
+        auto& Map = Data.Maps[I];
+        auto Third = *(Data.Hints[I].begin() + 2);
+        for (auto K : Data.Keys) {
+          auto Itor = hint == ::Hint::Begin
+                          ? Map.begin()
+                          : hint == ::Hint::Third ? Third : Map.end();
+#ifndef VALIDATE
+          benchmark::DoNotOptimize(Map.emplace_hint(Itor, K, 1));
+#else
+          size_t Size = Map.size();
+          Map.emplace_hint(Itor, K, 1);
+          if (Mode() == ::Mode::Hit) {
+            if (Size != Map.size())
+              State.SkipWithError("Emplaced a duplicate element");
+          } else {
+            if (Size + 1 != Map.size())
+              State.SkipWithError("Failed to emplace a new element");
+          }
+#endif
+        }
+      }
+
+      State.PauseTiming();
+      Data = makeTestingSets(MapSize, Mode(), Shuffle::None, 1000);
+      State.ResumeTiming();
+    }
+  }
+
+  void run(benchmark::State& State) const {
+    static constexpr auto h = Hint();
+    run<h>(State);
+  }
+
+  std::string name() const {
+    return "BM_EmplaceHint" + baseName() + Mode::name() + Hint::name();
+  }
+};
+
+template <class Mode, class Order>
+struct TryEmplace : Base {
+  using Base::Base;
+
+  void run(benchmark::State& State) const {
+
+    auto Data = makeTestingSets(
+        MapSize, Mode(),
+        Order::value == ::Order::Random ? Shuffle::Keys : Shuffle::None, 1000);
+    while (State.KeepRunningBatch(MapSize * Data.Maps.size())) {
+      for (auto& Map : Data.Maps) {
+        for (auto K : Data.Keys) {
+#ifndef VALIDATE
+          benchmark::DoNotOptimize(Map.try_emplace(K, 1));
+#else
+          bool Inserted = Map.try_emplace(K, 1).second;
+          if (Mode() == ::Mode::Hit) {
+            if (Inserted)
+              State.SkipWithError("Emplaced a duplicate element");
+          } else {
+            if (!Inserted)
+              State.SkipWithError("Failed to emplace a new element");
+          }
+#endif
+        }
+      }
+
+      State.PauseTiming();
+      Data = makeTestingSets(MapSize, Mode(),
+                             Order::value == ::Order::Random ? Shuffle::Keys
+                                                             : Shuffle::None,
+                             1000);
+      State.ResumeTiming();
+    }
+  }
+
+  std::string name() const {
+    return "BM_TryEmplace" + baseName() + Mode::name() + Order::name();
+  }
+};
+
+template <class Mode, class Hint>
+struct TryEmplaceHint : Base {
+  using Base::Base;
+
+  template < ::Hint hint>
+  typename std::enable_if<hint == ::Hint::Correct>::type
+  run(benchmark::State& State) const {
+    auto Data = makeTestingSets(MapSize, Mode(), Shuffle::None, 1000);
+    while (State.KeepRunningBatch(MapSize * Data.Maps.size())) {
+      for (size_t I = 0; I < Data.Maps.size(); ++I) {
+        auto& Map = Data.Maps[I];
+        auto H = Data.Hints[I].begin();
+        for (auto K : Data.Keys) {
+#ifndef VALIDATE
+          benchmark::DoNotOptimize(Map.try_emplace(*H, K, 1));
+#else
+          auto Inserted = Map.try_emplace(*H, K, 1);
+          if (Mode() == ::Mode::Hit) {
+            if (Inserted != *H)
+              State.SkipWithError("Emplaced a duplicate element");
+          } else {
+            if (++Inserted != *H)
+              State.SkipWithError("Failed to emplace a new element");
+          }
+#endif
+          ++H;
+        }
+      }
+
+      State.PauseTiming();
+      Data = makeTestingSets(MapSize, Mode(), Shuffle::None, 1000);
+      State.ResumeTiming();
+    }
+  }
+
+  template < ::Hint hint>
+  typename std::enable_if<hint != ::Hint::Correct>::type
+  run(benchmark::State& State) const {
+    auto Data = makeTestingSets(MapSize, Mode(), Shuffle::None, 1000);
+    while (State.KeepRunningBatch(MapSize * Data.Maps.size())) {
+      for (size_t I = 0; I < Data.Maps.size(); ++I) {
+        auto& Map = Data.Maps[I];
+        auto Third = *(Data.Hints[I].begin() + 2);
+        for (auto K : Data.Keys) {
+          auto Itor = hint == ::Hint::Begin
+                          ? Map.begin()
+                          : hint == ::Hint::Third ? Third : Map.end();
+#ifndef VALIDATE
+          benchmark::DoNotOptimize(Map.try_emplace(Itor, K, 1));
+#else
+          size_t Size = Map.size();
+          Map.try_emplace(Itor, K, 1);
+          if (Mode() == ::Mode::Hit) {
+            if (Size != Map.size())
+              State.SkipWithError("Emplaced a duplicate element");
+          } else {
+            if (Size + 1 != Map.size())
+              State.SkipWithError("Failed to emplace a new element");
+          }
+#endif
+        }
+      }
+
+      State.PauseTiming();
+      Data = makeTestingSets(MapSize, Mode(), Shuffle::None, 1000);
+      State.ResumeTiming();
+    }
+  }
+
+  void run(benchmark::State& State) const {
+    static constexpr auto h = Hint();
+    run<h>(State);
+  }
+
+  std::string name() const {
+    return "BM_TryEmplaceHint" + baseName() + Mode::name() + Hint::name();
+  }
+};
+
+template <class Mode, class Order>
+struct Erase : Base {
+  using Base::Base;
+
+  void run(benchmark::State& State) const {
+    auto Data = makeTestingSets(
+        MapSize, Mode(),
+        Order::value == ::Order::Random ? Shuffle::Keys : Shuffle::None, 1000);
+    while (State.KeepRunningBatch(MapSize * Data.Maps.size())) {
+      for (auto& Map : Data.Maps) {
+        for (auto K : Data.Keys) {
+#ifndef VALIDATE
+          benchmark::DoNotOptimize(Map.erase(K));
+#else
+          size_t I = Map.erase(K);
+          if (Mode() == ::Mode::Hit) {
+            if (I == 0)
+              State.SkipWithError("Did not find the existing element");
+          } else {
+            if (I == 1)
+              State.SkipWithError("Did find the non-existing element");
+          }
+#endif
+        }
+      }
+
+      State.PauseTiming();
+      Data = makeTestingSets(MapSize, Mode(),
+                             Order::value == ::Order::Random ? Shuffle::Keys
+                                                             : Shuffle::None,
+                             1000);
+      State.ResumeTiming();
+    }
+  }
+
+  std::string name() const {
+    return "BM_Erase" + baseName() + Mode::name() + Order::name();
+  }
+};
+
+template <class Order>
+struct EraseIterator : Base {
+  using Base::Base;
+
+  void run(benchmark::State& State) const {
+    auto Data = makeTestingSets(
+        MapSize, Mode::Hit,
+        Order::value == ::Order::Random ? Shuffle::Hints : Shuffle::None, 1000);
+    while (State.KeepRunningBatch(MapSize * Data.Maps.size())) {
+      for (size_t I = 0; I < Data.Maps.size(); ++I) {
+        auto& Map = Data.Maps[I];
+        for (auto H : Data.Hints[I]) {
+          benchmark::DoNotOptimize(Map.erase(H));
+        }
+#ifdef VALIDATE
+        if (!Map.empty())
+          State.SkipWithError("Did not erase the entire map");
+#endif
+      }
+
+      State.PauseTiming();
+      Data = makeTestingSets(MapSize, Mode::Hit,
+                             Order::value == ::Order::Random ? Shuffle::Hints
+                                                             : Shuffle::None,
+                             1000);
+      State.ResumeTiming();
+    }
+  }
+
+  std::string name() const {
+    return "BM_EraseIterator" + baseName() + Order::name();
+  }
+};
+
+struct EraseRange : Base {
+  using Base::Base;
+
+  void run(benchmark::State& State) const {
+    auto Data = makeTestingSets(MapSize, Mode::Hit, Shuffle::None, 1000);
+    while (State.KeepRunningBatch(MapSize * Data.Maps.size())) {
+      for (auto& Map : Data.Maps) {
+#ifndef VALIDATE
+        benchmark::DoNotOptimize(Map.erase(Map.begin(), Map.end()));
+#else
+        Map.erase(Map.begin(), Map.end());
+        if (!Map.empty())
+          State.SkipWithError("Did not erase the entire map");
+#endif
+      }
+
+      State.PauseTiming();
+      Data = makeTestingSets(MapSize, Mode::Hit, Shuffle::None, 1000);
+      State.ResumeTiming();
+    }
+  }
+
+  std::string name() const { return "BM_EraseRange" + baseName(); }
+};
+
+//*******************************************************************|
+//                            Lookup                                 |
+//*******************************************************************|
+
+template <class Mode, class Order>
+struct Count : Base {
+  using Base::Base;
+
+  void run(benchmark::State& State) const {
+    auto Data = makeTestingSets(
+        MapSize, Mode(),
+        Order::value == ::Order::Random ? Shuffle::Keys : Shuffle::None, 1);
+    auto& Map = Data.Maps.front();
+    while (State.KeepRunningBatch(MapSize)) {
+      for (auto K : Data.Keys) {
+#ifndef VALIDATE
+        benchmark::DoNotOptimize(Map.count(K));
+#else
+        size_t I = Map.count(K);
+        if (Mode() == ::Mode::Hit) {
+          if (I == 0)
+            State.SkipWithError("Did not find the existing element");
+        } else {
+          if (I == 1)
+            State.SkipWithError("Did find the non-existing element");
+        }
+#endif
+      }
+    }
+  }
+
+  std::string name() const {
+    return "BM_Count" + baseName() + Mode::name() + Order::name();
+  }
+};
+
+template <class Mode, class Order>
+struct Find : Base {
+  using Base::Base;
+
+  void run(benchmark::State& State) const {
+    auto Data = makeTestingSets(
+        MapSize, Mode(),
+        Order::value == ::Order::Random ? Shuffle::Keys : Shuffle::None, 1);
+    auto& Map = Data.Maps.front();
+    while (State.KeepRunningBatch(MapSize)) {
+      for (auto K : Data.Keys) {
+#ifndef VALIDATE
+        benchmark::DoNotOptimize(Map.find(K));
+#else
+        auto Itor = Map.find(K);
+        if (Mode() == ::Mode::Hit) {
+          if (Itor == Map.end())
+            State.SkipWithError("Did not find the existing element");
+        } else {
+          if (Itor != Map.end())
+            State.SkipWithError("Did find the non-existing element");
+        }
+#endif
+      }
+    }
+  }
+
+  std::string name() const {
+    return "BM_Find" + baseName() + Mode::name() + Order::name();
+  }
+};
+
+template <class Mode, class Order>
+struct EqualRange : Base {
+  using Base::Base;
+
+  void run(benchmark::State& State) const {
+    auto Data = makeTestingSets(
+        MapSize, Mode(),
+        Order::value == ::Order::Random ? Shuffle::Keys : Shuffle::None, 1);
+    auto& Map = Data.Maps.front();
+    while (State.KeepRunningBatch(MapSize)) {
+      for (auto K : Data.Keys) {
+#ifndef VALIDATE
+        benchmark::DoNotOptimize(Map.equal_range(K));
+#else
+        auto Range = Map.equal_range(K);
+        if (Mode() == ::Mode::Hit) {
+          // Adjust validation for the last element.
+          auto Key = K;
+          if (Range.second == Map.end() && K == 2 * MapSize) {
+            --Range.second;
+            Key -= 2;
+          }
+          if (Range.first == Map.end() || Range.first->first != K ||
+              Range.second == Map.end() || Range.second->first - 2 != Key)
+            State.SkipWithError("Did not find the existing element");
+        } else {
+          if (Range.first == Map.end() || Range.first->first - 1 != K ||
+              Range.second == Map.end() || Range.second->first - 1 != K)
+            State.SkipWithError("Did find the non-existing element");
+        }
+#endif
+      }
+    }
+  }
+
+  std::string name() const {
+    return "BM_EqualRange" + baseName() + Mode::name() + Order::name();
+  }
+};
+
+template <class Mode, class Order>
+struct LowerBound : Base {
+  using Base::Base;
+
+  void run(benchmark::State& State) const {
+    auto Data = makeTestingSets(
+        MapSize, Mode(),
+        Order::value == ::Order::Random ? Shuffle::Keys : Shuffle::None, 1);
+    auto& Map = Data.Maps.front();
+    while (State.KeepRunningBatch(MapSize)) {
+      for (auto K : Data.Keys) {
+#ifndef VALIDATE
+        benchmark::DoNotOptimize(Map.lower_bound(K));
+#else
+        auto Itor = Map.lower_bound(K);
+        if (Mode() == ::Mode::Hit) {
+          if (Itor == Map.end() || Itor->first != K)
+            State.SkipWithError("Did not find the existing element");
+        } else {
+          if (Itor == Map.end() || Itor->first - 1 != K)
+            State.SkipWithError("Did find the non-existing element");
+        }
+#endif
+      }
+    }
+  }
+
+  std::string name() const {
+    return "BM_LowerBound" + baseName() + Mode::name() + Order::name();
+  }
+};
+
+template <class Mode, class Order>
+struct UpperBound : Base {
+  using Base::Base;
+
+  void run(benchmark::State& State) const {
+    auto Data = makeTestingSets(
+        MapSize, Mode(),
+        Order::value == ::Order::Random ? Shuffle::Keys : Shuffle::None, 1);
+    auto& Map = Data.Maps.front();
+    while (State.KeepRunningBatch(MapSize)) {
+      for (auto K : Data.Keys) {
+#ifndef VALIDATE
+        benchmark::DoNotOptimize(Map.upper_bound(K));
+#else
+        std::map<uint64_t, int64_t>::iterator Itor = Map.upper_bound(K);
+        if (Mode() == ::Mode::Hit) {
+          // Adjust validation for the last element.
+          auto Key = K;
+          if (Itor == Map.end() && K == 2 * MapSize) {
+            --Itor;
+            Key -= 2;
+          }
+          if (Itor == Map.end() || Itor->first - 2 != Key)
+            State.SkipWithError("Did not find the existing element");
+        } else {
+          if (Itor == Map.end() || Itor->first - 1 != K)
+            State.SkipWithError("Did find the non-existing element");
+        }
+#endif
+      }
+    }
+  }
+
+  std::string name() const {
+    return "BM_UpperBound" + baseName() + Mode::name() + Order::name();
+  }
+};
+
+} // namespace
+
+int main(int argc, char** argv) {
+  benchmark::Initialize(&argc, argv);
+  if (benchmark::ReportUnrecognizedArguments(argc, argv))
+    return 1;
+
+#ifdef VALIDATE
+  const std::vector<size_t> MapSize{10};
+#else
+  const std::vector<size_t> MapSize{10, 100, 1000, 10000, 100000, 1000000};
+#endif
+
+  // Member functions
+  makeCartesianProductBenchmark<ConstructorDefault>();
+  makeCartesianProductBenchmark<ConstructorIterator>(MapSize);
+  makeCartesianProductBenchmark<ConstructorCopy>(MapSize);
+  makeCartesianProductBenchmark<ConstructorMove>(MapSize);
+
+  // Capacity
+  makeCartesianProductBenchmark<Empty>(MapSize);
+  makeCartesianProductBenchmark<Size>(MapSize);
+
+  // Modifiers
+  makeCartesianProductBenchmark<Clear>(MapSize);
+  makeCartesianProductBenchmark<Insert, AllModes, AllOrders>(MapSize);
+  makeCartesianProductBenchmark<InsertHint, AllModes, AllHints>(MapSize);
+  makeCartesianProductBenchmark<InsertAssign, AllModes, AllOrders>(MapSize);
+  makeCartesianProductBenchmark<InsertAssignHint, AllModes, AllHints>(MapSize);
+
+  makeCartesianProductBenchmark<Emplace, AllModes, AllOrders>(MapSize);
+  makeCartesianProductBenchmark<EmplaceHint, AllModes, AllHints>(MapSize);
+  makeCartesianProductBenchmark<TryEmplace, AllModes, AllOrders>(MapSize);
+  makeCartesianProductBenchmark<TryEmplaceHint, AllModes, AllHints>(MapSize);
+  makeCartesianProductBenchmark<Erase, AllModes, AllOrders>(MapSize);
+  makeCartesianProductBenchmark<EraseIterator, AllOrders>(MapSize);
+  makeCartesianProductBenchmark<EraseRange>(MapSize);
+
+  // Lookup
+  makeCartesianProductBenchmark<Count, AllModes, AllOrders>(MapSize);
+  makeCartesianProductBenchmark<Find, AllModes, AllOrders>(MapSize);
+  makeCartesianProductBenchmark<EqualRange, AllModes, AllOrders>(MapSize);
+  makeCartesianProductBenchmark<LowerBound, AllModes, AllOrders>(MapSize);
+  makeCartesianProductBenchmark<UpperBound, AllModes, AllOrders>(MapSize);
+
+  benchmark::RunSpecifiedBenchmarks();
+}


        


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