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1//===- ASTDiff.cpp - AST differencing implementation-----------*- C++ -*- -===//2//3// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.4// See https://llvm.org/LICENSE.txt for license information.5// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception6//7//===----------------------------------------------------------------------===//8//9// This file contains definitons for the AST differencing interface.10//11//===----------------------------------------------------------------------===//12 13#include "clang/Tooling/ASTDiff/ASTDiff.h"14#include "clang/AST/ParentMapContext.h"15#include "clang/AST/RecursiveASTVisitor.h"16#include "clang/Basic/SourceManager.h"17#include "clang/Lex/Lexer.h"18#include "llvm/ADT/PriorityQueue.h"19 20#include <limits>21#include <memory>22#include <optional>23#include <unordered_set>24 25using namespace llvm;26using namespace clang;27 28namespace clang {29namespace diff {30 31namespace {32/// Maps nodes of the left tree to ones on the right, and vice versa.33class Mapping {34public:35  Mapping() = default;36  Mapping(Mapping &&Other) = default;37  Mapping &operator=(Mapping &&Other) = default;38 39  Mapping(size_t Size) {40    SrcToDst = std::make_unique<NodeId[]>(Size);41    DstToSrc = std::make_unique<NodeId[]>(Size);42  }43 44  void link(NodeId Src, NodeId Dst) {45    SrcToDst[Src] = Dst, DstToSrc[Dst] = Src;46  }47 48  NodeId getDst(NodeId Src) const { return SrcToDst[Src]; }49  NodeId getSrc(NodeId Dst) const { return DstToSrc[Dst]; }50  bool hasSrc(NodeId Src) const { return getDst(Src).isValid(); }51  bool hasDst(NodeId Dst) const { return getSrc(Dst).isValid(); }52 53private:54  std::unique_ptr<NodeId[]> SrcToDst, DstToSrc;55};56} // end anonymous namespace57 58class ASTDiff::Impl {59public:60  SyntaxTree::Impl &T1, &T2;61  Mapping TheMapping;62 63  Impl(SyntaxTree::Impl &T1, SyntaxTree::Impl &T2,64       const ComparisonOptions &Options);65 66  /// Matches nodes one-by-one based on their similarity.67  void computeMapping();68 69  // Compute Change for each node based on similarity.70  void computeChangeKinds(Mapping &M);71 72  NodeId getMapped(const std::unique_ptr<SyntaxTree::Impl> &Tree,73                   NodeId Id) const {74    if (&*Tree == &T1)75      return TheMapping.getDst(Id);76    assert(&*Tree == &T2 && "Invalid tree.");77    return TheMapping.getSrc(Id);78  }79 80private:81  // Returns true if the two subtrees are identical.82  bool identical(NodeId Id1, NodeId Id2) const;83 84  // Returns false if the nodes must not be mached.85  bool isMatchingPossible(NodeId Id1, NodeId Id2) const;86 87  // Returns true if the nodes' parents are matched.88  bool haveSameParents(const Mapping &M, NodeId Id1, NodeId Id2) const;89 90  // Uses an optimal albeit slow algorithm to compute a mapping between two91  // subtrees, but only if both have fewer nodes than MaxSize.92  void addOptimalMapping(Mapping &M, NodeId Id1, NodeId Id2) const;93 94  // Computes the ratio of common descendants between the two nodes.95  // Descendants are only considered to be equal when they are mapped in M.96  double getJaccardSimilarity(const Mapping &M, NodeId Id1, NodeId Id2) const;97 98  // Returns the node that has the highest degree of similarity.99  NodeId findCandidate(const Mapping &M, NodeId Id1) const;100 101  // Returns a mapping of identical subtrees.102  Mapping matchTopDown() const;103 104  // Tries to match any yet unmapped nodes, in a bottom-up fashion.105  void matchBottomUp(Mapping &M) const;106 107  const ComparisonOptions &Options;108 109  friend class ZhangShashaMatcher;110};111 112/// Represents the AST of a TranslationUnit.113class SyntaxTree::Impl {114public:115  Impl(SyntaxTree *Parent, ASTContext &AST);116  /// Constructs a tree from an AST node.117  Impl(SyntaxTree *Parent, Decl *N, ASTContext &AST);118  Impl(SyntaxTree *Parent, Stmt *N, ASTContext &AST);119  template <class T>120  Impl(SyntaxTree *Parent,121       std::enable_if_t<std::is_base_of_v<Stmt, T>, T> *Node, ASTContext &AST)122      : Impl(Parent, dyn_cast<Stmt>(Node), AST) {}123  template <class T>124  Impl(SyntaxTree *Parent,125       std::enable_if_t<std::is_base_of_v<Decl, T>, T> *Node, ASTContext &AST)126      : Impl(Parent, dyn_cast<Decl>(Node), AST) {}127 128  SyntaxTree *Parent;129  ASTContext &AST;130  PrintingPolicy TypePP;131  /// Nodes in preorder.132  std::vector<Node> Nodes;133  std::vector<NodeId> Leaves;134  // Maps preorder indices to postorder ones.135  std::vector<int> PostorderIds;136  std::vector<NodeId> NodesBfs;137 138  int getSize() const { return Nodes.size(); }139  NodeId getRootId() const { return 0; }140  PreorderIterator begin() const { return getRootId(); }141  PreorderIterator end() const { return getSize(); }142 143  const Node &getNode(NodeId Id) const { return Nodes[Id]; }144  Node &getMutableNode(NodeId Id) { return Nodes[Id]; }145  bool isValidNodeId(NodeId Id) const { return Id >= 0 && Id < getSize(); }146  void addNode(Node &N) { Nodes.push_back(N); }147  int getNumberOfDescendants(NodeId Id) const;148  bool isInSubtree(NodeId Id, NodeId SubtreeRoot) const;149  int findPositionInParent(NodeId Id, bool Shifted = false) const;150 151  std::string getRelativeName(const NamedDecl *ND,152                              const DeclContext *Context) const;153  std::string getRelativeName(const NamedDecl *ND) const;154 155  std::string getNodeValue(NodeId Id) const;156  std::string getNodeValue(const Node &Node) const;157  std::string getDeclValue(const Decl *D) const;158  std::string getStmtValue(const Stmt *S) const;159 160private:161  void initTree();162  void setLeftMostDescendants();163};164 165static bool isSpecializedNodeExcluded(const Decl *D) { return D->isImplicit(); }166static bool isSpecializedNodeExcluded(const Stmt *S) { return false; }167static bool isSpecializedNodeExcluded(CXXCtorInitializer *I) {168  return !I->isWritten();169}170 171template <class T>172static bool isNodeExcluded(const SourceManager &SrcMgr, T *N) {173  if (!N)174    return true;175  SourceLocation SLoc = N->getSourceRange().getBegin();176  if (SLoc.isValid()) {177    // Ignore everything from other files.178    if (!SrcMgr.isInMainFile(SLoc))179      return true;180    // Ignore macros.181    if (SLoc != SrcMgr.getSpellingLoc(SLoc))182      return true;183  }184  return isSpecializedNodeExcluded(N);185}186 187namespace {188// Sets Height, Parent and Children for each node.189struct PreorderVisitor : public RecursiveASTVisitor<PreorderVisitor> {190  int Id = 0, Depth = 0;191  NodeId Parent;192  SyntaxTree::Impl &Tree;193 194  PreorderVisitor(SyntaxTree::Impl &Tree) : Tree(Tree) {}195 196  template <class T> std::tuple<NodeId, NodeId> PreTraverse(T *ASTNode) {197    NodeId MyId = Id;198    Tree.Nodes.emplace_back();199    Node &N = Tree.getMutableNode(MyId);200    N.Parent = Parent;201    N.Depth = Depth;202    N.ASTNode = DynTypedNode::create(*ASTNode);203    assert(!N.ASTNode.getNodeKind().isNone() &&204           "Expected nodes to have a valid kind.");205    if (Parent.isValid()) {206      Node &P = Tree.getMutableNode(Parent);207      P.Children.push_back(MyId);208    }209    Parent = MyId;210    ++Id;211    ++Depth;212    return std::make_tuple(MyId, Tree.getNode(MyId).Parent);213  }214  void PostTraverse(std::tuple<NodeId, NodeId> State) {215    NodeId MyId, PreviousParent;216    std::tie(MyId, PreviousParent) = State;217    assert(MyId.isValid() && "Expecting to only traverse valid nodes.");218    Parent = PreviousParent;219    --Depth;220    Node &N = Tree.getMutableNode(MyId);221    N.RightMostDescendant = Id - 1;222    assert(N.RightMostDescendant >= 0 &&223           N.RightMostDescendant < Tree.getSize() &&224           "Rightmost descendant must be a valid tree node.");225    if (N.isLeaf())226      Tree.Leaves.push_back(MyId);227    N.Height = 1;228    for (NodeId Child : N.Children)229      N.Height = std::max(N.Height, 1 + Tree.getNode(Child).Height);230  }231  bool TraverseDecl(Decl *D) {232    if (isNodeExcluded(Tree.AST.getSourceManager(), D))233      return true;234    auto SavedState = PreTraverse(D);235    RecursiveASTVisitor<PreorderVisitor>::TraverseDecl(D);236    PostTraverse(SavedState);237    return true;238  }239  bool TraverseStmt(Stmt *S) {240    if (auto *E = dyn_cast_or_null<Expr>(S))241      S = E->IgnoreImplicit();242    if (isNodeExcluded(Tree.AST.getSourceManager(), S))243      return true;244    auto SavedState = PreTraverse(S);245    RecursiveASTVisitor<PreorderVisitor>::TraverseStmt(S);246    PostTraverse(SavedState);247    return true;248  }249  bool TraverseType(QualType T, bool TraverseQualifier = true) { return true; }250  bool TraverseConstructorInitializer(CXXCtorInitializer *Init) {251    if (isNodeExcluded(Tree.AST.getSourceManager(), Init))252      return true;253    auto SavedState = PreTraverse(Init);254    RecursiveASTVisitor<PreorderVisitor>::TraverseConstructorInitializer(Init);255    PostTraverse(SavedState);256    return true;257  }258};259} // end anonymous namespace260 261SyntaxTree::Impl::Impl(SyntaxTree *Parent, ASTContext &AST)262    : Parent(Parent), AST(AST), TypePP(AST.getLangOpts()) {263  TypePP.AnonymousTagLocations = false;264}265 266SyntaxTree::Impl::Impl(SyntaxTree *Parent, Decl *N, ASTContext &AST)267    : Impl(Parent, AST) {268  PreorderVisitor PreorderWalker(*this);269  PreorderWalker.TraverseDecl(N);270  initTree();271}272 273SyntaxTree::Impl::Impl(SyntaxTree *Parent, Stmt *N, ASTContext &AST)274    : Impl(Parent, AST) {275  PreorderVisitor PreorderWalker(*this);276  PreorderWalker.TraverseStmt(N);277  initTree();278}279 280static std::vector<NodeId> getSubtreePostorder(const SyntaxTree::Impl &Tree,281                                               NodeId Root) {282  std::vector<NodeId> Postorder;283  std::function<void(NodeId)> Traverse = [&](NodeId Id) {284    const Node &N = Tree.getNode(Id);285    for (NodeId Child : N.Children)286      Traverse(Child);287    Postorder.push_back(Id);288  };289  Traverse(Root);290  return Postorder;291}292 293static std::vector<NodeId> getSubtreeBfs(const SyntaxTree::Impl &Tree,294                                         NodeId Root) {295  std::vector<NodeId> Ids;296  size_t Expanded = 0;297  Ids.push_back(Root);298  while (Expanded < Ids.size())299    for (NodeId Child : Tree.getNode(Ids[Expanded++]).Children)300      Ids.push_back(Child);301  return Ids;302}303 304void SyntaxTree::Impl::initTree() {305  setLeftMostDescendants();306  int PostorderId = 0;307  PostorderIds.resize(getSize());308  std::function<void(NodeId)> PostorderTraverse = [&](NodeId Id) {309    for (NodeId Child : getNode(Id).Children)310      PostorderTraverse(Child);311    PostorderIds[Id] = PostorderId;312    ++PostorderId;313  };314  PostorderTraverse(getRootId());315  NodesBfs = getSubtreeBfs(*this, getRootId());316}317 318void SyntaxTree::Impl::setLeftMostDescendants() {319  for (NodeId Leaf : Leaves) {320    getMutableNode(Leaf).LeftMostDescendant = Leaf;321    NodeId Parent, Cur = Leaf;322    while ((Parent = getNode(Cur).Parent).isValid() &&323           getNode(Parent).Children[0] == Cur) {324      Cur = Parent;325      getMutableNode(Cur).LeftMostDescendant = Leaf;326    }327  }328}329 330int SyntaxTree::Impl::getNumberOfDescendants(NodeId Id) const {331  return getNode(Id).RightMostDescendant - Id + 1;332}333 334bool SyntaxTree::Impl::isInSubtree(NodeId Id, NodeId SubtreeRoot) const {335  return Id >= SubtreeRoot && Id <= getNode(SubtreeRoot).RightMostDescendant;336}337 338int SyntaxTree::Impl::findPositionInParent(NodeId Id, bool Shifted) const {339  NodeId Parent = getNode(Id).Parent;340  if (Parent.isInvalid())341    return 0;342  const auto &Siblings = getNode(Parent).Children;343  int Position = 0;344  for (size_t I = 0, E = Siblings.size(); I < E; ++I) {345    if (Shifted)346      Position += getNode(Siblings[I]).Shift;347    if (Siblings[I] == Id) {348      Position += I;349      return Position;350    }351  }352  llvm_unreachable("Node not found in parent's children.");353}354 355// Returns the qualified name of ND. If it is subordinate to Context,356// then the prefix of the latter is removed from the returned value.357std::string358SyntaxTree::Impl::getRelativeName(const NamedDecl *ND,359                                  const DeclContext *Context) const {360  std::string Val = ND->getQualifiedNameAsString();361  std::string ContextPrefix;362  if (!Context)363    return Val;364  if (auto *Namespace = dyn_cast<NamespaceDecl>(Context))365    ContextPrefix = Namespace->getQualifiedNameAsString();366  else if (auto *Record = dyn_cast<RecordDecl>(Context))367    ContextPrefix = Record->getQualifiedNameAsString();368  else if (AST.getLangOpts().CPlusPlus11)369    if (auto *Tag = dyn_cast<TagDecl>(Context))370      ContextPrefix = Tag->getQualifiedNameAsString();371  // Strip the qualifier, if Val refers to something in the current scope.372  // But leave one leading ':' in place, so that we know that this is a373  // relative path.374  if (!ContextPrefix.empty() && StringRef(Val).starts_with(ContextPrefix))375    Val = Val.substr(ContextPrefix.size() + 1);376  return Val;377}378 379std::string SyntaxTree::Impl::getRelativeName(const NamedDecl *ND) const {380  return getRelativeName(ND, ND->getDeclContext());381}382 383static const DeclContext *getEnclosingDeclContext(ASTContext &AST,384                                                  const Stmt *S) {385  while (S) {386    const auto &Parents = AST.getParents(*S);387    if (Parents.empty())388      return nullptr;389    const auto &P = Parents[0];390    if (const auto *D = P.get<Decl>())391      return D->getDeclContext();392    S = P.get<Stmt>();393  }394  return nullptr;395}396 397static std::string getInitializerValue(const CXXCtorInitializer *Init,398                                       const PrintingPolicy &TypePP) {399  if (Init->isAnyMemberInitializer())400    return std::string(Init->getAnyMember()->getName());401  if (Init->isBaseInitializer())402    return QualType(Init->getBaseClass(), 0).getAsString(TypePP);403  if (Init->isDelegatingInitializer())404    return Init->getTypeSourceInfo()->getType().getAsString(TypePP);405  llvm_unreachable("Unknown initializer type");406}407 408std::string SyntaxTree::Impl::getNodeValue(NodeId Id) const {409  return getNodeValue(getNode(Id));410}411 412std::string SyntaxTree::Impl::getNodeValue(const Node &N) const {413  const DynTypedNode &DTN = N.ASTNode;414  if (auto *S = DTN.get<Stmt>())415    return getStmtValue(S);416  if (auto *D = DTN.get<Decl>())417    return getDeclValue(D);418  if (auto *Init = DTN.get<CXXCtorInitializer>())419    return getInitializerValue(Init, TypePP);420  llvm_unreachable("Fatal: unhandled AST node.\n");421}422 423std::string SyntaxTree::Impl::getDeclValue(const Decl *D) const {424  std::string Value;425  if (auto *V = dyn_cast<ValueDecl>(D))426    return getRelativeName(V) + "(" + V->getType().getAsString(TypePP) + ")";427  if (auto *N = dyn_cast<NamedDecl>(D))428    Value += getRelativeName(N) + ";";429  if (auto *T = dyn_cast<TypedefNameDecl>(D))430    return Value + T->getUnderlyingType().getAsString(TypePP) + ";";431  if (auto *T = dyn_cast<TypeDecl>(D)) {432    const ASTContext &Ctx = T->getASTContext();433    Value +=434        Ctx.getTypeDeclType(T)->getCanonicalTypeInternal().getAsString(TypePP) +435        ";";436  }437  if (auto *U = dyn_cast<UsingDirectiveDecl>(D))438    return std::string(U->getNominatedNamespace()->getName());439  if (auto *A = dyn_cast<AccessSpecDecl>(D)) {440    CharSourceRange Range(A->getSourceRange(), false);441    return std::string(442        Lexer::getSourceText(Range, AST.getSourceManager(), AST.getLangOpts()));443  }444  return Value;445}446 447std::string SyntaxTree::Impl::getStmtValue(const Stmt *S) const {448  if (auto *U = dyn_cast<UnaryOperator>(S))449    return std::string(UnaryOperator::getOpcodeStr(U->getOpcode()));450  if (auto *B = dyn_cast<BinaryOperator>(S))451    return std::string(B->getOpcodeStr());452  if (auto *M = dyn_cast<MemberExpr>(S))453    return getRelativeName(M->getMemberDecl());454  if (auto *I = dyn_cast<IntegerLiteral>(S)) {455    SmallString<256> Str;456    I->getValue().toString(Str, /*Radix=*/10, /*Signed=*/false);457    return std::string(Str);458  }459  if (auto *F = dyn_cast<FloatingLiteral>(S)) {460    SmallString<256> Str;461    F->getValue().toString(Str);462    return std::string(Str);463  }464  if (auto *D = dyn_cast<DeclRefExpr>(S))465    return getRelativeName(D->getDecl(), getEnclosingDeclContext(AST, S));466  if (auto *String = dyn_cast<StringLiteral>(S))467    return std::string(String->getString());468  if (auto *B = dyn_cast<CXXBoolLiteralExpr>(S))469    return B->getValue() ? "true" : "false";470  return "";471}472 473/// Identifies a node in a subtree by its postorder offset, starting at 1.474struct SNodeId {475  int Id = 0;476 477  explicit SNodeId(int Id) : Id(Id) {}478  explicit SNodeId() = default;479 480  operator int() const { return Id; }481  SNodeId &operator++() { return ++Id, *this; }482  SNodeId &operator--() { return --Id, *this; }483  SNodeId operator+(int Other) const { return SNodeId(Id + Other); }484};485 486class Subtree {487private:488  /// The parent tree.489  const SyntaxTree::Impl &Tree;490  /// Maps SNodeIds to original ids.491  std::vector<NodeId> RootIds;492  /// Maps subtree nodes to their leftmost descendants wtihin the subtree.493  std::vector<SNodeId> LeftMostDescendants;494 495public:496  std::vector<SNodeId> KeyRoots;497 498  Subtree(const SyntaxTree::Impl &Tree, NodeId SubtreeRoot) : Tree(Tree) {499    RootIds = getSubtreePostorder(Tree, SubtreeRoot);500    int NumLeaves = setLeftMostDescendants();501    computeKeyRoots(NumLeaves);502  }503  int getSize() const { return RootIds.size(); }504  NodeId getIdInRoot(SNodeId Id) const {505    assert(Id > 0 && Id <= getSize() && "Invalid subtree node index.");506    return RootIds[Id - 1];507  }508  const Node &getNode(SNodeId Id) const {509    return Tree.getNode(getIdInRoot(Id));510  }511  SNodeId getLeftMostDescendant(SNodeId Id) const {512    assert(Id > 0 && Id <= getSize() && "Invalid subtree node index.");513    return LeftMostDescendants[Id - 1];514  }515  /// Returns the postorder index of the leftmost descendant in the subtree.516  NodeId getPostorderOffset() const {517    return Tree.PostorderIds[getIdInRoot(SNodeId(1))];518  }519  std::string getNodeValue(SNodeId Id) const {520    return Tree.getNodeValue(getIdInRoot(Id));521  }522 523private:524  /// Returns the number of leafs in the subtree.525  int setLeftMostDescendants() {526    int NumLeaves = 0;527    LeftMostDescendants.resize(getSize());528    for (int I = 0; I < getSize(); ++I) {529      SNodeId SI(I + 1);530      const Node &N = getNode(SI);531      NumLeaves += N.isLeaf();532      assert(I == Tree.PostorderIds[getIdInRoot(SI)] - getPostorderOffset() &&533             "Postorder traversal in subtree should correspond to traversal in "534             "the root tree by a constant offset.");535      LeftMostDescendants[I] = SNodeId(Tree.PostorderIds[N.LeftMostDescendant] -536                                       getPostorderOffset());537    }538    return NumLeaves;539  }540  void computeKeyRoots(int Leaves) {541    KeyRoots.resize(Leaves);542    std::unordered_set<int> Visited;543    int K = Leaves - 1;544    for (SNodeId I(getSize()); I > 0; --I) {545      SNodeId LeftDesc = getLeftMostDescendant(I);546      if (Visited.count(LeftDesc))547        continue;548      assert(K >= 0 && "K should be non-negative");549      KeyRoots[K] = I;550      Visited.insert(LeftDesc);551      --K;552    }553  }554};555 556/// Implementation of Zhang and Shasha's Algorithm for tree edit distance.557/// Computes an optimal mapping between two trees using only insertion,558/// deletion and update as edit actions (similar to the Levenshtein distance).559class ZhangShashaMatcher {560  const ASTDiff::Impl &DiffImpl;561  Subtree S1;562  Subtree S2;563  std::unique_ptr<std::unique_ptr<double[]>[]> TreeDist, ForestDist;564 565public:566  ZhangShashaMatcher(const ASTDiff::Impl &DiffImpl, const SyntaxTree::Impl &T1,567                     const SyntaxTree::Impl &T2, NodeId Id1, NodeId Id2)568      : DiffImpl(DiffImpl), S1(T1, Id1), S2(T2, Id2) {569    TreeDist = std::make_unique<std::unique_ptr<double[]>[]>(570        size_t(S1.getSize()) + 1);571    ForestDist = std::make_unique<std::unique_ptr<double[]>[]>(572        size_t(S1.getSize()) + 1);573    for (int I = 0, E = S1.getSize() + 1; I < E; ++I) {574      TreeDist[I] = std::make_unique<double[]>(size_t(S2.getSize()) + 1);575      ForestDist[I] = std::make_unique<double[]>(size_t(S2.getSize()) + 1);576    }577  }578 579  std::vector<std::pair<NodeId, NodeId>> getMatchingNodes() {580    std::vector<std::pair<NodeId, NodeId>> Matches;581    std::vector<std::pair<SNodeId, SNodeId>> TreePairs;582 583    computeTreeDist();584 585    bool RootNodePair = true;586 587    TreePairs.emplace_back(SNodeId(S1.getSize()), SNodeId(S2.getSize()));588 589    while (!TreePairs.empty()) {590      SNodeId LastRow, LastCol, FirstRow, FirstCol, Row, Col;591      std::tie(LastRow, LastCol) = TreePairs.back();592      TreePairs.pop_back();593 594      if (!RootNodePair) {595        computeForestDist(LastRow, LastCol);596      }597 598      RootNodePair = false;599 600      FirstRow = S1.getLeftMostDescendant(LastRow);601      FirstCol = S2.getLeftMostDescendant(LastCol);602 603      Row = LastRow;604      Col = LastCol;605 606      while (Row > FirstRow || Col > FirstCol) {607        if (Row > FirstRow &&608            ForestDist[Row - 1][Col] + 1 == ForestDist[Row][Col]) {609          --Row;610        } else if (Col > FirstCol &&611                   ForestDist[Row][Col - 1] + 1 == ForestDist[Row][Col]) {612          --Col;613        } else {614          SNodeId LMD1 = S1.getLeftMostDescendant(Row);615          SNodeId LMD2 = S2.getLeftMostDescendant(Col);616          if (LMD1 == S1.getLeftMostDescendant(LastRow) &&617              LMD2 == S2.getLeftMostDescendant(LastCol)) {618            NodeId Id1 = S1.getIdInRoot(Row);619            NodeId Id2 = S2.getIdInRoot(Col);620            assert(DiffImpl.isMatchingPossible(Id1, Id2) &&621                   "These nodes must not be matched.");622            Matches.emplace_back(Id1, Id2);623            --Row;624            --Col;625          } else {626            TreePairs.emplace_back(Row, Col);627            Row = LMD1;628            Col = LMD2;629          }630        }631      }632    }633    return Matches;634  }635 636private:637  /// We use a simple cost model for edit actions, which seems good enough.638  /// Simple cost model for edit actions. This seems to make the matching639  /// algorithm perform reasonably well.640  /// The values range between 0 and 1, or infinity if this edit action should641  /// always be avoided.642  static constexpr double DeletionCost = 1;643  static constexpr double InsertionCost = 1;644 645  double getUpdateCost(SNodeId Id1, SNodeId Id2) {646    if (!DiffImpl.isMatchingPossible(S1.getIdInRoot(Id1), S2.getIdInRoot(Id2)))647      return std::numeric_limits<double>::max();648    return S1.getNodeValue(Id1) != S2.getNodeValue(Id2);649  }650 651  void computeTreeDist() {652    for (SNodeId Id1 : S1.KeyRoots)653      for (SNodeId Id2 : S2.KeyRoots)654        computeForestDist(Id1, Id2);655  }656 657  void computeForestDist(SNodeId Id1, SNodeId Id2) {658    assert(Id1 > 0 && Id2 > 0 && "Expecting offsets greater than 0.");659    SNodeId LMD1 = S1.getLeftMostDescendant(Id1);660    SNodeId LMD2 = S2.getLeftMostDescendant(Id2);661 662    ForestDist[LMD1][LMD2] = 0;663    for (SNodeId D1 = LMD1 + 1; D1 <= Id1; ++D1) {664      ForestDist[D1][LMD2] = ForestDist[D1 - 1][LMD2] + DeletionCost;665      for (SNodeId D2 = LMD2 + 1; D2 <= Id2; ++D2) {666        ForestDist[LMD1][D2] = ForestDist[LMD1][D2 - 1] + InsertionCost;667        SNodeId DLMD1 = S1.getLeftMostDescendant(D1);668        SNodeId DLMD2 = S2.getLeftMostDescendant(D2);669        if (DLMD1 == LMD1 && DLMD2 == LMD2) {670          double UpdateCost = getUpdateCost(D1, D2);671          ForestDist[D1][D2] =672              std::min({ForestDist[D1 - 1][D2] + DeletionCost,673                        ForestDist[D1][D2 - 1] + InsertionCost,674                        ForestDist[D1 - 1][D2 - 1] + UpdateCost});675          TreeDist[D1][D2] = ForestDist[D1][D2];676        } else {677          ForestDist[D1][D2] =678              std::min({ForestDist[D1 - 1][D2] + DeletionCost,679                        ForestDist[D1][D2 - 1] + InsertionCost,680                        ForestDist[DLMD1][DLMD2] + TreeDist[D1][D2]});681        }682      }683    }684  }685};686 687ASTNodeKind Node::getType() const { return ASTNode.getNodeKind(); }688 689StringRef Node::getTypeLabel() const { return getType().asStringRef(); }690 691std::optional<std::string> Node::getQualifiedIdentifier() const {692  if (auto *ND = ASTNode.get<NamedDecl>()) {693    if (ND->getDeclName().isIdentifier())694      return ND->getQualifiedNameAsString();695  }696  return std::nullopt;697}698 699std::optional<StringRef> Node::getIdentifier() const {700  if (auto *ND = ASTNode.get<NamedDecl>()) {701    if (ND->getDeclName().isIdentifier())702      return ND->getName();703  }704  return std::nullopt;705}706 707namespace {708// Compares nodes by their depth.709struct HeightLess {710  const SyntaxTree::Impl &Tree;711  HeightLess(const SyntaxTree::Impl &Tree) : Tree(Tree) {}712  bool operator()(NodeId Id1, NodeId Id2) const {713    return Tree.getNode(Id1).Height < Tree.getNode(Id2).Height;714  }715};716} // end anonymous namespace717 718namespace {719// Priority queue for nodes, sorted descendingly by their height.720class PriorityList {721  const SyntaxTree::Impl &Tree;722  HeightLess Cmp;723  std::vector<NodeId> Container;724  PriorityQueue<NodeId, std::vector<NodeId>, HeightLess> List;725 726public:727  PriorityList(const SyntaxTree::Impl &Tree)728      : Tree(Tree), Cmp(Tree), List(Cmp, Container) {}729 730  void push(NodeId id) { List.push(id); }731 732  std::vector<NodeId> pop() {733    int Max = peekMax();734    std::vector<NodeId> Result;735    if (Max == 0)736      return Result;737    while (peekMax() == Max) {738      Result.push_back(List.top());739      List.pop();740    }741    // TODO this is here to get a stable output, not a good heuristic742    llvm::sort(Result);743    return Result;744  }745  int peekMax() const {746    if (List.empty())747      return 0;748    return Tree.getNode(List.top()).Height;749  }750  void open(NodeId Id) {751    for (NodeId Child : Tree.getNode(Id).Children)752      push(Child);753  }754};755} // end anonymous namespace756 757bool ASTDiff::Impl::identical(NodeId Id1, NodeId Id2) const {758  const Node &N1 = T1.getNode(Id1);759  const Node &N2 = T2.getNode(Id2);760  if (N1.Children.size() != N2.Children.size() ||761      !isMatchingPossible(Id1, Id2) ||762      T1.getNodeValue(Id1) != T2.getNodeValue(Id2))763    return false;764  for (size_t Id = 0, E = N1.Children.size(); Id < E; ++Id)765    if (!identical(N1.Children[Id], N2.Children[Id]))766      return false;767  return true;768}769 770bool ASTDiff::Impl::isMatchingPossible(NodeId Id1, NodeId Id2) const {771  return Options.isMatchingAllowed(T1.getNode(Id1), T2.getNode(Id2));772}773 774bool ASTDiff::Impl::haveSameParents(const Mapping &M, NodeId Id1,775                                    NodeId Id2) const {776  NodeId P1 = T1.getNode(Id1).Parent;777  NodeId P2 = T2.getNode(Id2).Parent;778  return (P1.isInvalid() && P2.isInvalid()) ||779         (P1.isValid() && P2.isValid() && M.getDst(P1) == P2);780}781 782void ASTDiff::Impl::addOptimalMapping(Mapping &M, NodeId Id1,783                                      NodeId Id2) const {784  if (std::max(T1.getNumberOfDescendants(Id1), T2.getNumberOfDescendants(Id2)) >785      Options.MaxSize)786    return;787  ZhangShashaMatcher Matcher(*this, T1, T2, Id1, Id2);788  std::vector<std::pair<NodeId, NodeId>> R = Matcher.getMatchingNodes();789  for (const auto &Tuple : R) {790    NodeId Src = Tuple.first;791    NodeId Dst = Tuple.second;792    if (!M.hasSrc(Src) && !M.hasDst(Dst))793      M.link(Src, Dst);794  }795}796 797double ASTDiff::Impl::getJaccardSimilarity(const Mapping &M, NodeId Id1,798                                           NodeId Id2) const {799  int CommonDescendants = 0;800  const Node &N1 = T1.getNode(Id1);801  // Count the common descendants, excluding the subtree root.802  for (NodeId Src = Id1 + 1; Src <= N1.RightMostDescendant; ++Src) {803    NodeId Dst = M.getDst(Src);804    CommonDescendants += int(Dst.isValid() && T2.isInSubtree(Dst, Id2));805  }806  // We need to subtract 1 to get the number of descendants excluding the root.807  double Denominator = T1.getNumberOfDescendants(Id1) - 1 +808                       T2.getNumberOfDescendants(Id2) - 1 - CommonDescendants;809  // CommonDescendants is less than the size of one subtree.810  assert(Denominator >= 0 && "Expected non-negative denominator.");811  if (Denominator == 0)812    return 0;813  return CommonDescendants / Denominator;814}815 816NodeId ASTDiff::Impl::findCandidate(const Mapping &M, NodeId Id1) const {817  NodeId Candidate;818  double HighestSimilarity = 0.0;819  for (NodeId Id2 : T2) {820    if (!isMatchingPossible(Id1, Id2))821      continue;822    if (M.hasDst(Id2))823      continue;824    double Similarity = getJaccardSimilarity(M, Id1, Id2);825    if (Similarity >= Options.MinSimilarity && Similarity > HighestSimilarity) {826      HighestSimilarity = Similarity;827      Candidate = Id2;828    }829  }830  return Candidate;831}832 833void ASTDiff::Impl::matchBottomUp(Mapping &M) const {834  std::vector<NodeId> Postorder = getSubtreePostorder(T1, T1.getRootId());835  for (NodeId Id1 : Postorder) {836    if (Id1 == T1.getRootId() && !M.hasSrc(T1.getRootId()) &&837        !M.hasDst(T2.getRootId())) {838      if (isMatchingPossible(T1.getRootId(), T2.getRootId())) {839        M.link(T1.getRootId(), T2.getRootId());840        addOptimalMapping(M, T1.getRootId(), T2.getRootId());841      }842      break;843    }844    bool Matched = M.hasSrc(Id1);845    const Node &N1 = T1.getNode(Id1);846    bool MatchedChildren = llvm::any_of(847        N1.Children, [&](NodeId Child) { return M.hasSrc(Child); });848    if (Matched || !MatchedChildren)849      continue;850    NodeId Id2 = findCandidate(M, Id1);851    if (Id2.isValid()) {852      M.link(Id1, Id2);853      addOptimalMapping(M, Id1, Id2);854    }855  }856}857 858Mapping ASTDiff::Impl::matchTopDown() const {859  PriorityList L1(T1);860  PriorityList L2(T2);861 862  Mapping M(T1.getSize() + T2.getSize());863 864  L1.push(T1.getRootId());865  L2.push(T2.getRootId());866 867  int Max1, Max2;868  while (std::min(Max1 = L1.peekMax(), Max2 = L2.peekMax()) >869         Options.MinHeight) {870    if (Max1 > Max2) {871      for (NodeId Id : L1.pop())872        L1.open(Id);873      continue;874    }875    if (Max2 > Max1) {876      for (NodeId Id : L2.pop())877        L2.open(Id);878      continue;879    }880    std::vector<NodeId> H1, H2;881    H1 = L1.pop();882    H2 = L2.pop();883    for (NodeId Id1 : H1) {884      for (NodeId Id2 : H2) {885        if (identical(Id1, Id2) && !M.hasSrc(Id1) && !M.hasDst(Id2)) {886          for (int I = 0, E = T1.getNumberOfDescendants(Id1); I < E; ++I)887            M.link(Id1 + I, Id2 + I);888        }889      }890    }891    for (NodeId Id1 : H1) {892      if (!M.hasSrc(Id1))893        L1.open(Id1);894    }895    for (NodeId Id2 : H2) {896      if (!M.hasDst(Id2))897        L2.open(Id2);898    }899  }900  return M;901}902 903ASTDiff::Impl::Impl(SyntaxTree::Impl &T1, SyntaxTree::Impl &T2,904                    const ComparisonOptions &Options)905    : T1(T1), T2(T2), Options(Options) {906  computeMapping();907  computeChangeKinds(TheMapping);908}909 910void ASTDiff::Impl::computeMapping() {911  TheMapping = matchTopDown();912  if (Options.StopAfterTopDown)913    return;914  matchBottomUp(TheMapping);915}916 917void ASTDiff::Impl::computeChangeKinds(Mapping &M) {918  for (NodeId Id1 : T1) {919    if (!M.hasSrc(Id1)) {920      T1.getMutableNode(Id1).Change = Delete;921      T1.getMutableNode(Id1).Shift -= 1;922    }923  }924  for (NodeId Id2 : T2) {925    if (!M.hasDst(Id2)) {926      T2.getMutableNode(Id2).Change = Insert;927      T2.getMutableNode(Id2).Shift -= 1;928    }929  }930  for (NodeId Id1 : T1.NodesBfs) {931    NodeId Id2 = M.getDst(Id1);932    if (Id2.isInvalid())933      continue;934    if (!haveSameParents(M, Id1, Id2) ||935        T1.findPositionInParent(Id1, true) !=936            T2.findPositionInParent(Id2, true)) {937      T1.getMutableNode(Id1).Shift -= 1;938      T2.getMutableNode(Id2).Shift -= 1;939    }940  }941  for (NodeId Id2 : T2.NodesBfs) {942    NodeId Id1 = M.getSrc(Id2);943    if (Id1.isInvalid())944      continue;945    Node &N1 = T1.getMutableNode(Id1);946    Node &N2 = T2.getMutableNode(Id2);947    if (Id1.isInvalid())948      continue;949    if (!haveSameParents(M, Id1, Id2) ||950        T1.findPositionInParent(Id1, true) !=951            T2.findPositionInParent(Id2, true)) {952      N1.Change = N2.Change = Move;953    }954    if (T1.getNodeValue(Id1) != T2.getNodeValue(Id2)) {955      N1.Change = N2.Change = (N1.Change == Move ? UpdateMove : Update);956    }957  }958}959 960ASTDiff::ASTDiff(SyntaxTree &T1, SyntaxTree &T2,961                 const ComparisonOptions &Options)962    : DiffImpl(std::make_unique<Impl>(*T1.TreeImpl, *T2.TreeImpl, Options)) {}963 964ASTDiff::~ASTDiff() = default;965 966NodeId ASTDiff::getMapped(const SyntaxTree &SourceTree, NodeId Id) const {967  return DiffImpl->getMapped(SourceTree.TreeImpl, Id);968}969 970SyntaxTree::SyntaxTree(ASTContext &AST)971    : TreeImpl(std::make_unique<SyntaxTree::Impl>(972          this, AST.getTranslationUnitDecl(), AST)) {}973 974SyntaxTree::~SyntaxTree() = default;975 976const ASTContext &SyntaxTree::getASTContext() const { return TreeImpl->AST; }977 978const Node &SyntaxTree::getNode(NodeId Id) const {979  return TreeImpl->getNode(Id);980}981 982int SyntaxTree::getSize() const { return TreeImpl->getSize(); }983NodeId SyntaxTree::getRootId() const { return TreeImpl->getRootId(); }984SyntaxTree::PreorderIterator SyntaxTree::begin() const {985  return TreeImpl->begin();986}987SyntaxTree::PreorderIterator SyntaxTree::end() const { return TreeImpl->end(); }988 989int SyntaxTree::findPositionInParent(NodeId Id) const {990  return TreeImpl->findPositionInParent(Id);991}992 993std::pair<unsigned, unsigned>994SyntaxTree::getSourceRangeOffsets(const Node &N) const {995  const SourceManager &SrcMgr = TreeImpl->AST.getSourceManager();996  SourceRange Range = N.ASTNode.getSourceRange();997  SourceLocation BeginLoc = Range.getBegin();998  SourceLocation EndLoc = Lexer::getLocForEndOfToken(999      Range.getEnd(), /*Offset=*/0, SrcMgr, TreeImpl->AST.getLangOpts());1000  if (auto *ThisExpr = N.ASTNode.get<CXXThisExpr>()) {1001    if (ThisExpr->isImplicit())1002      EndLoc = BeginLoc;1003  }1004  unsigned Begin = SrcMgr.getFileOffset(SrcMgr.getExpansionLoc(BeginLoc));1005  unsigned End = SrcMgr.getFileOffset(SrcMgr.getExpansionLoc(EndLoc));1006  return {Begin, End};1007}1008 1009std::string SyntaxTree::getNodeValue(NodeId Id) const {1010  return TreeImpl->getNodeValue(Id);1011}1012 1013std::string SyntaxTree::getNodeValue(const Node &N) const {1014  return TreeImpl->getNodeValue(N);1015}1016 1017} // end namespace diff1018} // end namespace clang1019