[llvm] Introduce paged vector (PR #66430)

Giulio Eulisse via llvm-commits llvm-commits at lists.llvm.org
Thu Sep 28 02:00:28 PDT 2023


https://github.com/ktf updated https://github.com/llvm/llvm-project/pull/66430

>From ccc518093f482dae800a9c3686e37d07b8b33895 Mon Sep 17 00:00:00 2001
From: Giulio Eulisse <10544+ktf at users.noreply.github.com>
Date: Thu, 14 Sep 2023 21:58:21 +0200
Subject: [PATCH] Introduce PagedVector class

The goal of the class is to be an (almost) drop in replacement for
SmallVector and std::vector when those are presized and filled later,
as it happens in SourceManager and ASTReader.

By splitting the actual vector in pages of the same size and allocating
the pages only when they are needed, using this containers reduces the
memory usage by a factor 4 for the cases relevant to the ALICE
experiment ROOT / cling usage.
---
 clang/include/clang/Basic/SourceManager.h     |   3 +-
 clang/include/clang/Serialization/ASTReader.h |   5 +-
 clang/lib/Basic/SourceManager.cpp             |  10 +-
 clang/lib/Serialization/ASTReader.cpp         |   5 +-
 llvm/docs/ProgrammersManual.rst               |  34 ++
 llvm/include/llvm/ADT/PagedVector.h           | 282 +++++++++++++++
 llvm/unittests/ADT/CMakeLists.txt             |   1 +
 llvm/unittests/ADT/PagedVectorTest.cpp        | 342 ++++++++++++++++++
 8 files changed, 672 insertions(+), 10 deletions(-)
 create mode 100644 llvm/include/llvm/ADT/PagedVector.h
 create mode 100644 llvm/unittests/ADT/PagedVectorTest.cpp

diff --git a/clang/include/clang/Basic/SourceManager.h b/clang/include/clang/Basic/SourceManager.h
index 2f846502d6f3327..e37caa2252532f9 100644
--- a/clang/include/clang/Basic/SourceManager.h
+++ b/clang/include/clang/Basic/SourceManager.h
@@ -43,6 +43,7 @@
 #include "llvm/ADT/DenseMap.h"
 #include "llvm/ADT/DenseSet.h"
 #include "llvm/ADT/IntrusiveRefCntPtr.h"
+#include "llvm/ADT/PagedVector.h"
 #include "llvm/ADT/PointerIntPair.h"
 #include "llvm/ADT/SmallVector.h"
 #include "llvm/ADT/StringRef.h"
@@ -699,7 +700,7 @@ class SourceManager : public RefCountedBase<SourceManager> {
   ///
   /// Negative FileIDs are indexes into this table. To get from ID to an index,
   /// use (-ID - 2).
-  SmallVector<SrcMgr::SLocEntry, 0> LoadedSLocEntryTable;
+  llvm::PagedVector<SrcMgr::SLocEntry> LoadedSLocEntryTable;
 
   /// The starting offset of the next local SLocEntry.
   ///
diff --git a/clang/include/clang/Serialization/ASTReader.h b/clang/include/clang/Serialization/ASTReader.h
index dc1eb21c27801fe..65e19c6e44cf571 100644
--- a/clang/include/clang/Serialization/ASTReader.h
+++ b/clang/include/clang/Serialization/ASTReader.h
@@ -38,6 +38,7 @@
 #include "llvm/ADT/DenseSet.h"
 #include "llvm/ADT/IntrusiveRefCntPtr.h"
 #include "llvm/ADT/MapVector.h"
+#include "llvm/ADT/PagedVector.h"
 #include "llvm/ADT/STLExtras.h"
 #include "llvm/ADT/SetVector.h"
 #include "llvm/ADT/SmallPtrSet.h"
@@ -487,7 +488,7 @@ class ASTReader
   ///
   /// When the pointer at index I is non-NULL, the type with
   /// ID = (I + 1) << FastQual::Width has already been loaded
-  std::vector<QualType> TypesLoaded;
+  llvm::PagedVector<QualType> TypesLoaded;
 
   using GlobalTypeMapType =
       ContinuousRangeMap<serialization::TypeID, ModuleFile *, 4>;
@@ -501,7 +502,7 @@ class ASTReader
   ///
   /// When the pointer at index I is non-NULL, the declaration with ID
   /// = I + 1 has already been loaded.
-  std::vector<Decl *> DeclsLoaded;
+  llvm::PagedVector<Decl *> DeclsLoaded;
 
   using GlobalDeclMapType =
       ContinuousRangeMap<serialization::DeclID, ModuleFile *, 4>;
diff --git a/clang/lib/Basic/SourceManager.cpp b/clang/lib/Basic/SourceManager.cpp
index 0521ac7b30339ab..7fa8b8096ac4931 100644
--- a/clang/lib/Basic/SourceManager.cpp
+++ b/clang/lib/Basic/SourceManager.cpp
@@ -2344,11 +2344,11 @@ SourceManager::MemoryBufferSizes SourceManager::getMemoryBufferSizes() const {
 }
 
 size_t SourceManager::getDataStructureSizes() const {
-  size_t size = llvm::capacity_in_bytes(MemBufferInfos)
-    + llvm::capacity_in_bytes(LocalSLocEntryTable)
-    + llvm::capacity_in_bytes(LoadedSLocEntryTable)
-    + llvm::capacity_in_bytes(SLocEntryLoaded)
-    + llvm::capacity_in_bytes(FileInfos);
+  size_t size = llvm::capacity_in_bytes(MemBufferInfos) +
+                llvm::capacity_in_bytes(LocalSLocEntryTable) +
+                llvm::capacity_in_bytes(LoadedSLocEntryTable) +
+                llvm::capacity_in_bytes(SLocEntryLoaded) +
+                llvm::capacity_in_bytes(FileInfos);
 
   if (OverriddenFilesInfo)
     size += llvm::capacity_in_bytes(OverriddenFilesInfo->OverriddenFiles);
diff --git a/clang/lib/Serialization/ASTReader.cpp b/clang/lib/Serialization/ASTReader.cpp
index 0952244d037a77c..bb2a32ade0a0d7c 100644
--- a/clang/lib/Serialization/ASTReader.cpp
+++ b/clang/lib/Serialization/ASTReader.cpp
@@ -7944,9 +7944,10 @@ void ASTReader::PrintStats() {
   std::fprintf(stderr, "*** AST File Statistics:\n");
 
   unsigned NumTypesLoaded =
-      TypesLoaded.size() - llvm::count(TypesLoaded, QualType());
+      TypesLoaded.size() - llvm::count(TypesLoaded.materialized(), QualType());
   unsigned NumDeclsLoaded =
-      DeclsLoaded.size() - llvm::count(DeclsLoaded, (Decl *)nullptr);
+      DeclsLoaded.size() -
+      llvm::count(DeclsLoaded.materialized(), (Decl *)nullptr);
   unsigned NumIdentifiersLoaded =
       IdentifiersLoaded.size() -
       llvm::count(IdentifiersLoaded, (IdentifierInfo *)nullptr);
diff --git a/llvm/docs/ProgrammersManual.rst b/llvm/docs/ProgrammersManual.rst
index 43dd985d9779ed2..22e95261e639256 100644
--- a/llvm/docs/ProgrammersManual.rst
+++ b/llvm/docs/ProgrammersManual.rst
@@ -1625,6 +1625,40 @@ SmallVector has grown a few other minor advantages over std::vector, causing
    and is no longer "private to the implementation". A name like
    ``SmallVectorHeader`` might be more appropriate.
 
+.. _dss_pagedvector:
+
+llvm/ADT/PagedVector.h
+^^^^^^^^^^^^^^^^^^^^^^
+
+``PagedVector<Type, PageSize>`` is a random access container that allocates
+``PageSize`` elements of type ``Type`` when the first element of a page is
+accessed via the ``operator[]``.  This is useful for cases where the number of
+elements is known in advance; their actual initialization is expensive; and
+they are sparsely used. This utility uses page-granular lazy initialization
+when the element is accessed. When the number of used pages is small
+significant memory savings can be achieved.
+
+The main advantage is that a ``PagedVector`` allows to delay the actual
+allocation of the page until it's needed, at the extra cost of one pointer per
+page and one extra indirection when accessing elements with their positional
+index.
+
+In order to minimise the memory footprint of this container, it's important to
+balance the PageSize so that it's not too small (otherwise the overhead of the
+pointer per page might become too high) and not too big (otherwise the memory
+is wasted if the page is not fully used).
+
+Moreover, while retaining the order of the elements based on their insertion
+index, like a vector, iterating over the elements via ``begin()`` and ``end()``
+is not provided in the API, due to the fact accessing the elements in order
+would allocate all the iterated pages, defeating memory savings and the purpose
+of the ``PagedVector``.
+
+Finally a ``materialized_begin()`` and ``materialized_end`` iterators are
+provided to access the elements associated to the accessed pages, which could
+speed up operations that need to iterate over initialized elements in a
+non-ordered manner.
+
 .. _dss_vector:
 
 <vector>
diff --git a/llvm/include/llvm/ADT/PagedVector.h b/llvm/include/llvm/ADT/PagedVector.h
new file mode 100644
index 000000000000000..380da3e358e2408
--- /dev/null
+++ b/llvm/include/llvm/ADT/PagedVector.h
@@ -0,0 +1,282 @@
+//===- llvm/ADT/PagedVector.h - 'Lazyly allocated' vectors --------*- C++
+//-*-===//
+//
+// 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
+//
+//===----------------------------------------------------------------------===//
+//
+// This file defines the PagedVector class.
+//
+//===----------------------------------------------------------------------===//
+#ifndef LLVM_ADT_PAGEDVECTOR_H
+#define LLVM_ADT_PAGEDVECTOR_H
+
+#include "llvm/ADT/PointerIntPair.h"
+#include "llvm/ADT/SmallVector.h"
+#include "llvm/ADT/iterator_range.h"
+#include "llvm/Support/Allocator.h"
+#include <cassert>
+#include <vector>
+
+namespace llvm {
+/// A vector that allocates memory in pages.
+///
+/// Order is kept, but memory is allocated only when one element of the page is
+/// accessed. This introduces a level of indirection, but it is useful when you
+/// have a sparsely initialised vector where the full size is allocated upfront.
+///
+/// As a side effect the elements are initialised later than in a normal vector.
+/// On the first access to one of the elements of a given page, all the elements
+/// of the page are initialised. This also means that the elements of the page
+/// are initialised beyond the size of the vector.
+///
+/// Similarly on destruction the elements are destroyed only when the page is
+/// not needed anymore, delaying invoking the destructor of the elements.
+///
+/// Notice that this has iterators only on materialized elements. This
+/// is deliberately done under the assumption you would dereference the elements
+/// while iterating, therefore materialising them and losing the gains in terms
+/// of memory usage this container provides. If you have such a use case, you
+/// probably want to use a normal std::vector or a llvm::SmallVector.
+template <typename T, size_t PageSize = 1024 / sizeof(T)> class PagedVector {
+  static_assert(PageSize > 1, "PageSize must be greater than 0. Most likely "
+                              "you want it to be greater than 16.");
+  /// The actual number of elements in the vector which can be accessed.
+  size_t Size = 0;
+
+  /// The position of the initial element of the page in the Data vector.
+  /// Pages are allocated contiguously in the Data vector.
+  mutable SmallVector<T *, 0> PageToDataPtrs;
+  /// Actual page data. All the page elements are allocated on the
+  /// first access of any of the elements of the page. Elements are default
+  /// constructed and elements of the page are stored contiguously.
+  PointerIntPair<BumpPtrAllocator *, 1, bool> Allocator;
+
+public:
+  using value_type = T;
+
+  /// Default constructor. We build our own allocator and mark it as such with
+  /// `true` in the second pair element.
+  PagedVector() : Allocator(new BumpPtrAllocator, true) {}
+  PagedVector(BumpPtrAllocator *A) : Allocator(A, false) {
+    assert(A != nullptr && "Allocator cannot be nullptr");
+  }
+
+  ~PagedVector() {
+    clear();
+    // If we own the allocator, delete it.
+    if (Allocator.getInt())
+      delete Allocator.getPointer();
+  }
+
+  // Forbid copy and move as we do not need them for the current use case.
+  PagedVector(const PagedVector &) = delete;
+  PagedVector(PagedVector &&) = delete;
+  PagedVector &operator=(const PagedVector &) = delete;
+  PagedVector &operator=(PagedVector &&) = delete;
+
+  /// Look up an element at position `Index`.
+  /// If the associated page is not filled, it will be filled with default
+  /// constructed elements.
+  T &operator[](size_t Index) const {
+    assert(Index < Size);
+    assert(Index / PageSize < PageToDataPtrs.size());
+    T *&PagePtr = PageToDataPtrs[Index / PageSize];
+    // If the page was not yet allocated, allocate it.
+    if (PagePtr == nullptr) {
+      T *NewPagePtr = Allocator.getPointer()->template Allocate<T>(PageSize);
+      // We need to invoke the default constructor on all the elements of the
+      // page.
+      std::uninitialized_value_construct_n(NewPagePtr, PageSize);
+
+      PagePtr = NewPagePtr;
+    }
+    // Dereference the element in the page.
+    return PagePtr[Index % PageSize];
+  }
+
+  /// Return the capacity of the vector. I.e. the maximum size it can be
+  /// expanded to with the resize method without allocating more pages.
+  [[nodiscard]] size_t capacity() const {
+    return PageToDataPtrs.size() * PageSize;
+  }
+
+  /// Return the size of the vector. I.e. the maximum index that can be
+  /// accessed, i.e. the maximum value which was used as argument of the
+  /// resize method.
+  [[nodiscard]] size_t size() const { return Size; }
+
+  /// Resize the vector. Notice that the constructor of the elements will not
+  /// be invoked until an element of a given page is accessed, at which point
+  /// all the elements of the page will be constructed.
+  ///
+  /// If the new size is smaller than the current size, the elements of the
+  /// pages that are not needed anymore will be destroyed, however, elements of
+  /// the last page will not be destroyed.
+  ///
+  /// For these reason the usage of this vector is discouraged if you rely
+  /// on the construction / destructor of the elements to be invoked.
+  void resize(size_t NewSize) {
+    if (NewSize == 0) {
+      clear();
+      return;
+    }
+    // Handle shrink case: destroy the elements in the pages that are not
+    // needed anymore and deallocate the pages.
+    //
+    // On the other hand, we do not destroy the extra elements in the last page,
+    // because we might need them later and the logic is simpler if we do not
+    // destroy them. This means that elements are only destroyed only when the
+    // page they belong to is destroyed. This is similar to what happens on
+    // access of the elements of a page, where all the elements of the page are
+    // constructed not only the one effectively neeeded.
+    size_t NewLastPage = (NewSize - 1) / PageSize;
+    if (NewSize < Size) {
+      // Destruct the elements in the pages that are not needed anymore.
+      // Notice that we need to do this only if the constructor of the elements
+      // is not trivial.
+      if constexpr (!std::is_trivially_destructible_v<T>) {
+        for (size_t I = NewLastPage + 1, N = PageToDataPtrs.size(); I < N;
+             ++I) {
+          T *Page = PageToDataPtrs[I];
+          // We need to invoke the destructor on all the elements of the page.
+          if (Page != nullptr)
+            std::destroy_n(Page, PageSize);
+        }
+      }
+      for (size_t I = NewLastPage + 1, N = PageToDataPtrs.size(); I < N; ++I) {
+        T *Page = PageToDataPtrs[I];
+        if (Page != nullptr)
+          Allocator.getPointer()->Deallocate(Page);
+        // We mark the page invalid, to avoid double deletion.
+        PageToDataPtrs[I] = nullptr;
+      }
+    }
+
+    Size = NewSize;
+    PageToDataPtrs.resize(NewLastPage + 1);
+  }
+
+  [[nodiscard]] bool empty() const { return Size == 0; }
+
+  /// Clear the vector, i.e. clear the allocated pages, the whole page
+  /// lookup index and reset the size.
+  void clear() {
+    Size = 0;
+    for (T *Page : PageToDataPtrs) {
+      if (Page == nullptr)
+        continue;
+      std::destroy_n(Page, PageSize);
+      // If we do not own the allocator, deallocate the pages one by one.
+      if (!Allocator.getInt())
+        Allocator.getPointer()->Deallocate(Page);
+    }
+    // If we own the allocator, simply reset it.
+    if (Allocator.getInt() == true)
+      Allocator.getPointer()->Reset();
+    PageToDataPtrs.clear();
+  }
+
+  /// Iterator on all the elements of the vector
+  /// which have actually being constructed.
+  class MaterializedIterator {
+    const PagedVector *PV;
+    size_t ElementIdx;
+
+  public:
+    using iterator_category = std::forward_iterator_tag;
+    using value_type = T;
+    using difference_type = std::ptrdiff_t;
+    using pointer = T *;
+    using reference = T &;
+
+    MaterializedIterator(PagedVector const *PV, size_t ElementIdx)
+        : PV(PV), ElementIdx(ElementIdx) {}
+
+    /// Pre-increment operator.
+    ///
+    /// When incrementing the iterator, we skip the elements which have not
+    /// been materialized yet.
+    MaterializedIterator &operator++() {
+      ++ElementIdx;
+      if (ElementIdx % PageSize == 0) {
+        while (ElementIdx < PV->Size &&
+               PV->PageToDataPtrs[ElementIdx / PageSize] == nullptr)
+          ElementIdx += PageSize;
+        if (ElementIdx > PV->Size)
+          ElementIdx = PV->Size;
+      }
+
+      return *this;
+    }
+
+    MaterializedIterator operator++(int) {
+      MaterializedIterator Copy = *this;
+      ++*this;
+      return Copy;
+    }
+
+    T const &operator*() const {
+      assert(ElementIdx < PV->Size);
+      assert(PV->PageToDataPtrs[ElementIdx / PageSize] != nullptr);
+      T *PagePtr = PV->PageToDataPtrs[ElementIdx / PageSize];
+      return PagePtr[ElementIdx % PageSize];
+    }
+
+    friend bool operator==(MaterializedIterator const &LHS,
+                           MaterializedIterator const &RHS);
+    friend bool operator!=(MaterializedIterator const &LHS,
+                           MaterializedIterator const &RHS);
+
+    [[nodiscard]] size_t getIndex() const { return ElementIdx; }
+  };
+
+  /// Equality operator.
+  friend bool operator==(MaterializedIterator const &LHS,
+                         MaterializedIterator const &RHS) {
+    assert(LHS.PV == RHS.PV);
+    // Make sure we are comparing either end iterators or iterators pointing
+    // to materialized elements.
+    // It should not be possible to build two iterators pointing to non
+    // materialized elements.
+    assert(LHS.ElementIdx == LHS.PV->Size ||
+           (LHS.ElementIdx < LHS.PV->Size &&
+            LHS.PV->PageToDataPtrs[LHS.ElementIdx / PageSize] != nullptr));
+    assert(RHS.ElementIdx == RHS.PV->Size ||
+           (RHS.ElementIdx < RHS.PV->Size &&
+            RHS.PV->PageToDataPtrs[RHS.ElementIdx / PageSize] != nullptr));
+    return LHS.ElementIdx == RHS.ElementIdx;
+  }
+
+  friend bool operator!=(MaterializedIterator const &LHS,
+                         MaterializedIterator const &RHS) {
+    return !(LHS == RHS);
+  }
+
+  /// Iterators over the materialized elements of the vector.
+  ///
+  /// This includes all the elements belonging to allocated pages,
+  /// even if they have not been accessed yet. It's enough to access
+  /// one element of a page to materialize all the elements of the page.
+  MaterializedIterator materialized_begin() const {
+    // Look for the first valid page.
+    for (size_t ElementIdx = 0; ElementIdx < Size; ElementIdx += PageSize)
+      if (PageToDataPtrs[ElementIdx / PageSize] != nullptr)
+        return MaterializedIterator(this, ElementIdx);
+
+    return MaterializedIterator(this, Size);
+  }
+
+  MaterializedIterator materialized_end() const {
+    return MaterializedIterator(this, Size);
+  }
+
+  [[nodiscard]] llvm::iterator_range<MaterializedIterator>
+  materialized() const {
+    return {materialized_begin(), materialized_end()};
+  }
+};
+} // namespace llvm
+#endif // LLVM_ADT_PAGEDVECTOR_H
diff --git a/llvm/unittests/ADT/CMakeLists.txt b/llvm/unittests/ADT/CMakeLists.txt
index c5190255ba7738e..9aa7120f30696da 100644
--- a/llvm/unittests/ADT/CMakeLists.txt
+++ b/llvm/unittests/ADT/CMakeLists.txt
@@ -51,6 +51,7 @@ add_llvm_unittest(ADTTests
   MapVectorTest.cpp
   MoveOnly.cpp
   PackedVectorTest.cpp
+  PagedVectorTest.cpp
   PointerEmbeddedIntTest.cpp
   PointerIntPairTest.cpp
   PointerSumTypeTest.cpp
diff --git a/llvm/unittests/ADT/PagedVectorTest.cpp b/llvm/unittests/ADT/PagedVectorTest.cpp
new file mode 100644
index 000000000000000..c6d7284d60da6aa
--- /dev/null
+++ b/llvm/unittests/ADT/PagedVectorTest.cpp
@@ -0,0 +1,342 @@
+//===- llvm/unittest/ADT/PagedVectorTest.cpp ------------------------------===//
+//
+// 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
+//
+//===----------------------------------------------------------------------===//
+//
+// PagedVector unit tests.
+//
+//===----------------------------------------------------------------------===//
+
+#include "llvm/ADT/PagedVector.h"
+#include "gtest/gtest.h"
+#include <iterator>
+
+namespace llvm {
+TEST(PagedVectorTest, EmptyTest) {
+  PagedVector<int, 10> V;
+  EXPECT_EQ(V.empty(), true);
+  EXPECT_EQ(V.size(), 0ULL);
+  EXPECT_EQ(V.capacity(), 0ULL);
+  EXPECT_EQ(V.materialized_begin().getIndex(), 0ULL);
+  EXPECT_EQ(V.materialized_end().getIndex(), 0ULL);
+  EXPECT_EQ(std::distance(V.materialized_begin(), V.materialized_end()), 0LL);
+
+  EXPECT_DEATH(V[0], "Index < Size");
+  EXPECT_DEATH(PagedVector<int>(nullptr), "Allocator cannot be null");
+}
+
+TEST(PagedVectorTest, ExpandTest) {
+  PagedVector<int, 10> V;
+  V.resize(2);
+  EXPECT_EQ(V.empty(), false);
+  EXPECT_EQ(V.size(), 2ULL);
+  EXPECT_EQ(V.capacity(), 10ULL);
+  EXPECT_EQ(V.materialized_begin().getIndex(), 2ULL);
+  EXPECT_EQ(V.materialized_end().getIndex(), 2ULL);
+  EXPECT_EQ(std::distance(V.materialized_begin(), V.materialized_end()), 0LL);
+}
+
+TEST(PagedVectorTest, FullPageFillingTest) {
+  PagedVector<int, 10> V;
+  V.resize(10);
+  EXPECT_EQ(V.empty(), false);
+  EXPECT_EQ(V.size(), 10ULL);
+  EXPECT_EQ(V.capacity(), 10ULL);
+  for (int I = 0; I < 10; ++I) {
+    V[I] = I;
+  }
+  EXPECT_EQ(V.empty(), false);
+  EXPECT_EQ(V.size(), 10ULL);
+  EXPECT_EQ(V.capacity(), 10ULL);
+  EXPECT_EQ(V.materialized_begin().getIndex(), 0ULL);
+  EXPECT_EQ(V.materialized_end().getIndex(), 10ULL);
+  EXPECT_EQ(std::distance(V.materialized_begin(), V.materialized_end()), 10LL);
+  for (int I = 0; I < 10; ++I) {
+    EXPECT_EQ(V[I], I);
+  }
+}
+
+TEST(PagedVectorTest, HalfPageFillingTest) {
+  PagedVector<int, 10> V;
+  V.resize(5);
+  EXPECT_EQ(V.empty(), false);
+  EXPECT_EQ(V.size(), 5ULL);
+  EXPECT_EQ(V.capacity(), 10ULL);
+  for (int I = 0; I < 5; ++I) {
+    V[I] = I;
+  }
+  EXPECT_EQ(std::distance(V.materialized_begin(), V.materialized_end()), 5LL);
+  for (int I = 0; I < 5; ++I) {
+    EXPECT_EQ(V[I], I);
+  }
+  for (int I = 5; I < 10; ++I) {
+    EXPECT_DEATH(V[I], "Index < Size");
+  }
+}
+
+TEST(PagedVectorTest, FillFullMultiPageTest) {
+  PagedVector<int, 10> V;
+  V.resize(20);
+  EXPECT_EQ(V.empty(), false);
+  EXPECT_EQ(V.size(), 20ULL);
+  EXPECT_EQ(V.capacity(), 20ULL);
+  for (int I = 0; I < 20; ++I) {
+    V[I] = I;
+  }
+  EXPECT_EQ(std::distance(V.materialized_begin(), V.materialized_end()), 20LL);
+  for (auto MI = V.materialized_begin(), ME = V.materialized_end(); MI != ME;
+       ++MI) {
+    EXPECT_EQ(*MI, std::distance(V.materialized_begin(), MI));
+  }
+}
+
+TEST(PagedVectorTest, FillHalfMultiPageTest) {
+  PagedVector<int, 10> V;
+  V.resize(20);
+  EXPECT_EQ(V.empty(), false);
+  EXPECT_EQ(V.size(), 20ULL);
+  EXPECT_EQ(V.capacity(), 20ULL);
+  for (int I = 0; I < 5; ++I) {
+    V[I] = I;
+  }
+  for (int I = 10; I < 15; ++I) {
+    V[I] = I;
+  }
+  EXPECT_EQ(std::distance(V.materialized_begin(), V.materialized_end()), 20LL);
+  for (int I = 0; I < 5; ++I) {
+    EXPECT_EQ(V[I], I);
+  }
+  for (int I = 10; I < 15; ++I) {
+    EXPECT_EQ(V[I], I);
+  }
+}
+
+TEST(PagedVectorTest, FillLastMultiPageTest) {
+  PagedVector<int, 10> V;
+  V.resize(20);
+  EXPECT_EQ(V.empty(), false);
+  EXPECT_EQ(V.size(), 20ULL);
+  EXPECT_EQ(V.capacity(), 20ULL);
+  for (int I = 10; I < 15; ++I) {
+    V[I] = I;
+  }
+  for (int I = 10; I < 15; ++I) {
+    EXPECT_EQ(V[I], I);
+  }
+
+  // Since we fill the last page only, the materialized vector
+  // should contain only the last page.
+  int J = 10;
+  for (auto MI = V.materialized_begin(), ME = V.materialized_end(); MI != ME;
+       ++MI) {
+    if (J < 15) {
+      EXPECT_EQ(*MI, J);
+    } else {
+      EXPECT_EQ(*MI, 0);
+    }
+    ++J;
+  }
+  EXPECT_EQ(std::distance(V.materialized_begin(), V.materialized_end()), 10LL);
+}
+
+// Filling the first element of all the pages
+// will allocate all of them
+TEST(PagedVectorTest, FillSparseMultiPageTest) {
+  PagedVector<int, 10> V;
+  V.resize(100);
+  EXPECT_EQ(V.empty(), false);
+  EXPECT_EQ(V.size(), 100ULL);
+  EXPECT_EQ(V.capacity(), 100ULL);
+  for (int I = 0; I < 10; ++I) {
+    V[I * 10] = I;
+  }
+  EXPECT_EQ(std::distance(V.materialized_begin(), V.materialized_end()), 100LL);
+  for (int I = 0; I < 100; ++I) {
+    if (I % 10 == 0) {
+      EXPECT_EQ(V[I], I / 10);
+    } else {
+      EXPECT_EQ(V[I], 0);
+    }
+  }
+}
+
+struct TestHelper {
+  int A = -1;
+};
+
+// Use this to count how many times the constructor / destructor are called
+struct TestHelper2 {
+  int A = -1;
+  static int constructed;
+  static int destroyed;
+
+  TestHelper2() { constructed++; }
+  ~TestHelper2() { destroyed++; }
+};
+
+int TestHelper2::constructed = 0;
+int TestHelper2::destroyed = 0;
+
+TEST(PagedVectorTest, FillNonTrivialConstructor) {
+  PagedVector<TestHelper, 10> V;
+  V.resize(10);
+  EXPECT_EQ(V.empty(), false);
+  EXPECT_EQ(V.size(), 10ULL);
+  EXPECT_EQ(V.capacity(), 10ULL);
+  EXPECT_EQ(std::distance(V.materialized_begin(), V.materialized_end()), 0LL);
+  for (int I = 0; I < 10; ++I) {
+    EXPECT_EQ(V[I].A, -1);
+  }
+  EXPECT_EQ(std::distance(V.materialized_begin(), V.materialized_end()), 10LL);
+}
+
+// Elements are constructed, destructed in pages, so we expect
+// the number of constructed / destructed elements to be a multiple of the
+// page size and the constructor is invoked when the page is actually accessed
+// the first time.
+TEST(PagedVectorTest, FillNonTrivialConstructorDestructor) {
+  PagedVector<TestHelper2, 10> V;
+  V.resize(19);
+  EXPECT_EQ(TestHelper2::constructed, 0);
+  EXPECT_EQ(V.empty(), false);
+  EXPECT_EQ(V.size(), 19ULL);
+  EXPECT_EQ(V.capacity(), 20ULL);
+  EXPECT_EQ(std::distance(V.materialized_begin(), V.materialized_end()), 0LL);
+  EXPECT_EQ(V[0].A, -1);
+  EXPECT_EQ(TestHelper2::constructed, 10);
+
+  for (int I = 0; I < 10; ++I) {
+    EXPECT_EQ(V[I].A, -1);
+    EXPECT_EQ(TestHelper2::constructed, 10);
+  }
+  for (int I = 10; I < 11; ++I) {
+    EXPECT_EQ(V[I].A, -1);
+    EXPECT_EQ(TestHelper2::constructed, 20);
+  }
+  for (int I = 0; I < 19; ++I) {
+    EXPECT_EQ(V[I].A, -1);
+    EXPECT_EQ(TestHelper2::constructed, 20);
+  }
+  EXPECT_EQ(std::distance(V.materialized_begin(), V.materialized_end()), 19LL);
+  // We initialise the whole page, not just the materialized part
+  // EXPECT_EQ(TestHelper2::constructed, 20);
+  V.resize(18);
+  EXPECT_EQ(TestHelper2::destroyed, 0);
+  V.resize(1);
+  EXPECT_EQ(TestHelper2::destroyed, 10);
+  V.resize(0);
+  EXPECT_EQ(TestHelper2::destroyed, 20);
+
+  // Add a few empty pages so that we can test that the destructor
+  // is called only for the materialized pages
+  V.resize(50);
+  V[49].A = 0;
+  EXPECT_EQ(TestHelper2::constructed, 30);
+  EXPECT_EQ(TestHelper2::destroyed, 20);
+  EXPECT_EQ(V[49].A, 0);
+  V.resize(0);
+  EXPECT_EQ(TestHelper2::destroyed, 30);
+}
+
+TEST(PagedVectorTest, ShrinkTest) {
+  PagedVector<int, 10> V;
+  V.resize(20);
+  EXPECT_EQ(V.empty(), false);
+  EXPECT_EQ(V.size(), 20ULL);
+  EXPECT_EQ(V.capacity(), 20ULL);
+  for (int I = 0; I < 20; ++I) {
+    V[I] = I;
+  }
+  EXPECT_EQ(std::distance(V.materialized_begin(), V.materialized_end()), 20LL);
+  V.resize(9);
+  EXPECT_EQ(V.empty(), false);
+  EXPECT_EQ(V.size(), 9ULL);
+  EXPECT_EQ(V.capacity(), 10ULL);
+  for (int I = 0; I < 9; ++I) {
+    EXPECT_EQ(V[I], I);
+  }
+  EXPECT_EQ(std::distance(V.materialized_begin(), V.materialized_end()), 9LL);
+  V.resize(0);
+  EXPECT_EQ(V.empty(), true);
+  EXPECT_EQ(V.size(), 0ULL);
+  EXPECT_EQ(V.capacity(), 0ULL);
+  EXPECT_EQ(std::distance(V.materialized_begin(), V.materialized_end()), 0LL);
+  EXPECT_DEATH(V[0], "Index < Size");
+}
+
+TEST(PagedVectorTest, FunctionalityTest) {
+  PagedVector<int, 10> V;
+  EXPECT_EQ(V.empty(), true);
+
+  // Next ten numbers are 10..19
+  V.resize(2);
+  EXPECT_EQ(V.empty(), false);
+  V.resize(10);
+  V.resize(20);
+  V.resize(30);
+  EXPECT_EQ(std::distance(V.materialized_begin(), V.materialized_end()), 0LL);
+
+  EXPECT_EQ(V.size(), 30ULL);
+  for (int I = 0; I < 10; ++I) {
+    V[I] = I;
+  }
+  for (int I = 0; I < 10; ++I) {
+    EXPECT_EQ(V[I], I);
+  }
+  EXPECT_EQ(std::distance(V.materialized_begin(), V.materialized_end()), 10LL);
+  for (int I = 20; I < 30; ++I) {
+    V[I] = I;
+  }
+  for (int I = 20; I < 30; ++I) {
+    EXPECT_EQ(V[I], I);
+  }
+  EXPECT_EQ(std::distance(V.materialized_begin(), V.materialized_end()), 20LL);
+
+  for (int I = 10; I < 20; ++I) {
+    V[I] = I;
+  }
+  for (int I = 10; I < 20; ++I) {
+    EXPECT_EQ(V[I], I);
+  }
+  EXPECT_EQ(std::distance(V.materialized_begin(), V.materialized_end()), 30LL);
+  V.resize(35);
+  EXPECT_EQ(std::distance(V.materialized_begin(), V.materialized_end()), 30LL);
+  for (int I = 30; I < 35; ++I) {
+    V[I] = I;
+  }
+  EXPECT_EQ(std::distance(V.materialized_begin(), V.materialized_end()), 35LL);
+  EXPECT_EQ(V.size(), 35ULL);
+  EXPECT_EQ(V.capacity(), 40ULL);
+  V.resize(37);
+  for (int I = 30; I < 37; ++I) {
+    V[I] = I;
+  }
+  EXPECT_EQ(V.size(), 37ULL);
+  EXPECT_EQ(V.capacity(), 40ULL);
+  for (int I = 0; I < 37; ++I) {
+    EXPECT_EQ(V[I], I);
+  }
+
+  V.resize(41);
+  V[40] = 40;
+  EXPECT_EQ(V.size(), 41ULL);
+  EXPECT_EQ(V.capacity(), 50ULL);
+  for (int I = 0; I < 36; ++I) {
+    EXPECT_EQ(V[I], I);
+  }
+  for (int I = 37; I < 40; ++I) {
+    EXPECT_EQ(V[I], 0);
+  }
+  V.resize(50);
+  EXPECT_EQ(V.capacity(), 50ULL);
+  EXPECT_EQ(V.size(), 50ULL);
+  EXPECT_EQ(V[40], 40);
+  V.resize(50ULL);
+  V.clear();
+  EXPECT_EQ(V.size(), 0ULL);
+  EXPECT_EQ(V.capacity(), 0ULL);
+}
+} // namespace llvm



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