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| 14 | pmbaty | 1 | //===- ADT/SCCIterator.h - Strongly Connected Comp. Iter. -------*- C++ -*-===// |
| 2 | // |
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| 3 | // Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions. |
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| 4 | // See https://llvm.org/LICENSE.txt for license information. |
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| 5 | // SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception |
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| 6 | // |
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| 7 | //===----------------------------------------------------------------------===// |
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| 8 | /// \file |
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| 9 | /// |
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| 10 | /// This builds on the llvm/ADT/GraphTraits.h file to find the strongly |
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| 11 | /// connected components (SCCs) of a graph in O(N+E) time using Tarjan's DFS |
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| 12 | /// algorithm. |
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| 13 | /// |
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| 14 | /// The SCC iterator has the important property that if a node in SCC S1 has an |
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| 15 | /// edge to a node in SCC S2, then it visits S1 *after* S2. |
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| 16 | /// |
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| 17 | /// To visit S1 *before* S2, use the scc_iterator on the Inverse graph. (NOTE: |
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| 18 | /// This requires some simple wrappers and is not supported yet.) |
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| 19 | /// |
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| 20 | //===----------------------------------------------------------------------===// |
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| 21 | |||
| 22 | #ifndef LLVM_ADT_SCCITERATOR_H |
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| 23 | #define LLVM_ADT_SCCITERATOR_H |
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| 24 | |||
| 25 | #include "llvm/ADT/DenseMap.h" |
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| 26 | #include "llvm/ADT/GraphTraits.h" |
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| 27 | #include "llvm/ADT/iterator.h" |
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| 28 | #include <cassert> |
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| 29 | #include <cstddef> |
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| 30 | #include <iterator> |
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| 31 | #include <queue> |
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| 32 | #include <set> |
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| 33 | #include <unordered_map> |
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| 34 | #include <unordered_set> |
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| 35 | #include <vector> |
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| 36 | |||
| 37 | namespace llvm { |
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| 38 | |||
| 39 | /// Enumerate the SCCs of a directed graph in reverse topological order |
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| 40 | /// of the SCC DAG. |
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| 41 | /// |
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| 42 | /// This is implemented using Tarjan's DFS algorithm using an internal stack to |
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| 43 | /// build up a vector of nodes in a particular SCC. Note that it is a forward |
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| 44 | /// iterator and thus you cannot backtrack or re-visit nodes. |
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| 45 | template <class GraphT, class GT = GraphTraits<GraphT>> |
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| 46 | class scc_iterator : public iterator_facade_base< |
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| 47 | scc_iterator<GraphT, GT>, std::forward_iterator_tag, |
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| 48 | const std::vector<typename GT::NodeRef>, ptrdiff_t> { |
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| 49 | using NodeRef = typename GT::NodeRef; |
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| 50 | using ChildItTy = typename GT::ChildIteratorType; |
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| 51 | using SccTy = std::vector<NodeRef>; |
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| 52 | using reference = typename scc_iterator::reference; |
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| 53 | |||
| 54 | /// Element of VisitStack during DFS. |
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| 55 | struct StackElement { |
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| 56 | NodeRef Node; ///< The current node pointer. |
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| 57 | ChildItTy NextChild; ///< The next child, modified inplace during DFS. |
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| 58 | unsigned MinVisited; ///< Minimum uplink value of all children of Node. |
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| 59 | |||
| 60 | StackElement(NodeRef Node, const ChildItTy &Child, unsigned Min) |
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| 61 | : Node(Node), NextChild(Child), MinVisited(Min) {} |
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| 62 | |||
| 63 | bool operator==(const StackElement &Other) const { |
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| 64 | return Node == Other.Node && |
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| 65 | NextChild == Other.NextChild && |
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| 66 | MinVisited == Other.MinVisited; |
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| 67 | } |
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| 68 | }; |
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| 69 | |||
| 70 | /// The visit counters used to detect when a complete SCC is on the stack. |
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| 71 | /// visitNum is the global counter. |
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| 72 | /// |
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| 73 | /// nodeVisitNumbers are per-node visit numbers, also used as DFS flags. |
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| 74 | unsigned visitNum; |
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| 75 | DenseMap<NodeRef, unsigned> nodeVisitNumbers; |
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| 76 | |||
| 77 | /// Stack holding nodes of the SCC. |
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| 78 | std::vector<NodeRef> SCCNodeStack; |
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| 79 | |||
| 80 | /// The current SCC, retrieved using operator*(). |
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| 81 | SccTy CurrentSCC; |
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| 82 | |||
| 83 | /// DFS stack, Used to maintain the ordering. The top contains the current |
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| 84 | /// node, the next child to visit, and the minimum uplink value of all child |
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| 85 | std::vector<StackElement> VisitStack; |
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| 86 | |||
| 87 | /// A single "visit" within the non-recursive DFS traversal. |
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| 88 | void DFSVisitOne(NodeRef N); |
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| 89 | |||
| 90 | /// The stack-based DFS traversal; defined below. |
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| 91 | void DFSVisitChildren(); |
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| 92 | |||
| 93 | /// Compute the next SCC using the DFS traversal. |
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| 94 | void GetNextSCC(); |
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| 95 | |||
| 96 | scc_iterator(NodeRef entryN) : visitNum(0) { |
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| 97 | DFSVisitOne(entryN); |
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| 98 | GetNextSCC(); |
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| 99 | } |
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| 100 | |||
| 101 | /// End is when the DFS stack is empty. |
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| 102 | scc_iterator() = default; |
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| 103 | |||
| 104 | public: |
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| 105 | static scc_iterator begin(const GraphT &G) { |
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| 106 | return scc_iterator(GT::getEntryNode(G)); |
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| 107 | } |
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| 108 | static scc_iterator end(const GraphT &) { return scc_iterator(); } |
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| 109 | |||
| 110 | /// Direct loop termination test which is more efficient than |
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| 111 | /// comparison with \c end(). |
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| 112 | bool isAtEnd() const { |
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| 113 | assert(!CurrentSCC.empty() || VisitStack.empty()); |
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| 114 | return CurrentSCC.empty(); |
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| 115 | } |
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| 116 | |||
| 117 | bool operator==(const scc_iterator &x) const { |
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| 118 | return VisitStack == x.VisitStack && CurrentSCC == x.CurrentSCC; |
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| 119 | } |
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| 120 | |||
| 121 | scc_iterator &operator++() { |
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| 122 | GetNextSCC(); |
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| 123 | return *this; |
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| 124 | } |
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| 125 | |||
| 126 | reference operator*() const { |
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| 127 | assert(!CurrentSCC.empty() && "Dereferencing END SCC iterator!"); |
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| 128 | return CurrentSCC; |
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| 129 | } |
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| 130 | |||
| 131 | /// Test if the current SCC has a cycle. |
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| 132 | /// |
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| 133 | /// If the SCC has more than one node, this is trivially true. If not, it may |
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| 134 | /// still contain a cycle if the node has an edge back to itself. |
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| 135 | bool hasCycle() const; |
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| 136 | |||
| 137 | /// This informs the \c scc_iterator that the specified \c Old node |
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| 138 | /// has been deleted, and \c New is to be used in its place. |
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| 139 | void ReplaceNode(NodeRef Old, NodeRef New) { |
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| 140 | assert(nodeVisitNumbers.count(Old) && "Old not in scc_iterator?"); |
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| 141 | // Do the assignment in two steps, in case 'New' is not yet in the map, and |
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| 142 | // inserting it causes the map to grow. |
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| 143 | auto tempVal = nodeVisitNumbers[Old]; |
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| 144 | nodeVisitNumbers[New] = tempVal; |
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| 145 | nodeVisitNumbers.erase(Old); |
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| 146 | } |
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| 147 | }; |
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| 148 | |||
| 149 | template <class GraphT, class GT> |
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| 150 | void scc_iterator<GraphT, GT>::DFSVisitOne(NodeRef N) { |
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| 151 | ++visitNum; |
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| 152 | nodeVisitNumbers[N] = visitNum; |
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| 153 | SCCNodeStack.push_back(N); |
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| 154 | VisitStack.push_back(StackElement(N, GT::child_begin(N), visitNum)); |
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| 155 | #if 0 // Enable if needed when debugging. |
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| 156 | dbgs() << "TarjanSCC: Node " << N << |
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| 157 | " : visitNum = " << visitNum << "\n"; |
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| 158 | #endif |
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| 159 | } |
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| 160 | |||
| 161 | template <class GraphT, class GT> |
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| 162 | void scc_iterator<GraphT, GT>::DFSVisitChildren() { |
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| 163 | assert(!VisitStack.empty()); |
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| 164 | while (VisitStack.back().NextChild != GT::child_end(VisitStack.back().Node)) { |
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| 165 | // TOS has at least one more child so continue DFS |
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| 166 | NodeRef childN = *VisitStack.back().NextChild++; |
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| 167 | typename DenseMap<NodeRef, unsigned>::iterator Visited = |
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| 168 | nodeVisitNumbers.find(childN); |
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| 169 | if (Visited == nodeVisitNumbers.end()) { |
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| 170 | // this node has never been seen. |
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| 171 | DFSVisitOne(childN); |
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| 172 | continue; |
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| 173 | } |
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| 174 | |||
| 175 | unsigned childNum = Visited->second; |
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| 176 | if (VisitStack.back().MinVisited > childNum) |
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| 177 | VisitStack.back().MinVisited = childNum; |
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| 178 | } |
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| 179 | } |
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| 180 | |||
| 181 | template <class GraphT, class GT> void scc_iterator<GraphT, GT>::GetNextSCC() { |
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| 182 | CurrentSCC.clear(); // Prepare to compute the next SCC |
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| 183 | while (!VisitStack.empty()) { |
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| 184 | DFSVisitChildren(); |
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| 185 | |||
| 186 | // Pop the leaf on top of the VisitStack. |
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| 187 | NodeRef visitingN = VisitStack.back().Node; |
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| 188 | unsigned minVisitNum = VisitStack.back().MinVisited; |
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| 189 | assert(VisitStack.back().NextChild == GT::child_end(visitingN)); |
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| 190 | VisitStack.pop_back(); |
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| 191 | |||
| 192 | // Propagate MinVisitNum to parent so we can detect the SCC starting node. |
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| 193 | if (!VisitStack.empty() && VisitStack.back().MinVisited > minVisitNum) |
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| 194 | VisitStack.back().MinVisited = minVisitNum; |
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| 195 | |||
| 196 | #if 0 // Enable if needed when debugging. |
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| 197 | dbgs() << "TarjanSCC: Popped node " << visitingN << |
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| 198 | " : minVisitNum = " << minVisitNum << "; Node visit num = " << |
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| 199 | nodeVisitNumbers[visitingN] << "\n"; |
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| 200 | #endif |
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| 201 | |||
| 202 | if (minVisitNum != nodeVisitNumbers[visitingN]) |
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| 203 | continue; |
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| 204 | |||
| 205 | // A full SCC is on the SCCNodeStack! It includes all nodes below |
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| 206 | // visitingN on the stack. Copy those nodes to CurrentSCC, |
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| 207 | // reset their minVisit values, and return (this suspends |
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| 208 | // the DFS traversal till the next ++). |
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| 209 | do { |
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| 210 | CurrentSCC.push_back(SCCNodeStack.back()); |
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| 211 | SCCNodeStack.pop_back(); |
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| 212 | nodeVisitNumbers[CurrentSCC.back()] = ~0U; |
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| 213 | } while (CurrentSCC.back() != visitingN); |
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| 214 | return; |
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| 215 | } |
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| 216 | } |
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| 217 | |||
| 218 | template <class GraphT, class GT> |
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| 219 | bool scc_iterator<GraphT, GT>::hasCycle() const { |
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| 220 | assert(!CurrentSCC.empty() && "Dereferencing END SCC iterator!"); |
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| 221 | if (CurrentSCC.size() > 1) |
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| 222 | return true; |
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| 223 | NodeRef N = CurrentSCC.front(); |
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| 224 | for (ChildItTy CI = GT::child_begin(N), CE = GT::child_end(N); CI != CE; |
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| 225 | ++CI) |
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| 226 | if (*CI == N) |
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| 227 | return true; |
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| 228 | return false; |
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| 229 | } |
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| 230 | |||
| 231 | /// Construct the begin iterator for a deduced graph type T. |
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| 232 | template <class T> scc_iterator<T> scc_begin(const T &G) { |
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| 233 | return scc_iterator<T>::begin(G); |
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| 234 | } |
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| 235 | |||
| 236 | /// Construct the end iterator for a deduced graph type T. |
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| 237 | template <class T> scc_iterator<T> scc_end(const T &G) { |
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| 238 | return scc_iterator<T>::end(G); |
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| 239 | } |
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| 240 | |||
| 241 | /// Sort the nodes of a directed SCC in the decreasing order of the edge |
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| 242 | /// weights. The instantiating GraphT type should have weighted edge type |
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| 243 | /// declared in its graph traits in order to use this iterator. |
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| 244 | /// |
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| 245 | /// This is implemented using Kruskal's minimal spanning tree algorithm followed |
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| 246 | /// by a BFS walk. First a maximum spanning tree (forest) is built based on all |
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| 247 | /// edges within the SCC collection. Then a BFS walk is initiated on tree nodes |
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| 248 | /// that do not have a predecessor. Finally, the BFS order computed is the |
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| 249 | /// traversal order of the nodes of the SCC. Such order ensures that |
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| 250 | /// high-weighted edges are visited first during the tranversal. |
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| 251 | template <class GraphT, class GT = GraphTraits<GraphT>> |
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| 252 | class scc_member_iterator { |
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| 253 | using NodeType = typename GT::NodeType; |
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| 254 | using EdgeType = typename GT::EdgeType; |
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| 255 | using NodesType = std::vector<NodeType *>; |
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| 256 | |||
| 257 | // Auxilary node information used during the MST calculation. |
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| 258 | struct NodeInfo { |
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| 259 | NodeInfo *Group = this; |
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| 260 | uint32_t Rank = 0; |
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| 261 | bool Visited = true; |
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| 262 | }; |
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| 263 | |||
| 264 | // Find the root group of the node and compress the path from node to the |
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| 265 | // root. |
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| 266 | NodeInfo *find(NodeInfo *Node) { |
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| 267 | if (Node->Group != Node) |
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| 268 | Node->Group = find(Node->Group); |
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| 269 | return Node->Group; |
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| 270 | } |
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| 271 | |||
| 272 | // Union the source and target node into the same group and return true. |
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| 273 | // Returns false if they are already in the same group. |
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| 274 | bool unionGroups(const EdgeType *Edge) { |
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| 275 | NodeInfo *G1 = find(&NodeInfoMap[Edge->Source]); |
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| 276 | NodeInfo *G2 = find(&NodeInfoMap[Edge->Target]); |
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| 277 | |||
| 278 | // If the edge forms a cycle, do not add it to MST |
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| 279 | if (G1 == G2) |
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| 280 | return false; |
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| 281 | |||
| 282 | // Make the smaller rank tree a direct child or the root of high rank tree. |
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| 283 | if (G1->Rank < G1->Rank) |
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| 284 | G1->Group = G2; |
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| 285 | else { |
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| 286 | G2->Group = G1; |
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| 287 | // If the ranks are the same, increment root of one tree by one. |
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| 288 | if (G1->Rank == G2->Rank) |
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| 289 | G2->Rank++; |
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| 290 | } |
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| 291 | return true; |
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| 292 | } |
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| 293 | |||
| 294 | std::unordered_map<NodeType *, NodeInfo> NodeInfoMap; |
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| 295 | NodesType Nodes; |
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| 296 | |||
| 297 | public: |
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| 298 | scc_member_iterator(const NodesType &InputNodes); |
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| 299 | |||
| 300 | NodesType &operator*() { return Nodes; } |
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| 301 | }; |
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| 302 | |||
| 303 | template <class GraphT, class GT> |
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| 304 | scc_member_iterator<GraphT, GT>::scc_member_iterator( |
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| 305 | const NodesType &InputNodes) { |
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| 306 | if (InputNodes.size() <= 1) { |
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| 307 | Nodes = InputNodes; |
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| 308 | return; |
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| 309 | } |
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| 310 | |||
| 311 | // Initialize auxilary node information. |
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| 312 | NodeInfoMap.clear(); |
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| 313 | for (auto *Node : InputNodes) { |
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| 314 | // This is specifically used to construct a `NodeInfo` object in place. An |
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| 315 | // insert operation will involve a copy construction which invalidate the |
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| 316 | // initial value of the `Group` field which should be `this`. |
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| 317 | (void)NodeInfoMap[Node].Group; |
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| 318 | } |
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| 319 | |||
| 320 | // Sort edges by weights. |
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| 321 | struct EdgeComparer { |
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| 322 | bool operator()(const EdgeType *L, const EdgeType *R) const { |
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| 323 | return L->Weight > R->Weight; |
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| 324 | } |
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| 325 | }; |
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| 326 | |||
| 327 | std::multiset<const EdgeType *, EdgeComparer> SortedEdges; |
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| 328 | for (auto *Node : InputNodes) { |
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| 329 | for (auto &Edge : Node->Edges) { |
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| 330 | if (NodeInfoMap.count(Edge.Target)) |
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| 331 | SortedEdges.insert(&Edge); |
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| 332 | } |
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| 333 | } |
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| 334 | |||
| 335 | // Traverse all the edges and compute the Maximum Weight Spanning Tree |
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| 336 | // using Kruskal's algorithm. |
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| 337 | std::unordered_set<const EdgeType *> MSTEdges; |
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| 338 | for (auto *Edge : SortedEdges) { |
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| 339 | if (unionGroups(Edge)) |
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| 340 | MSTEdges.insert(Edge); |
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| 341 | } |
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| 342 | |||
| 343 | // Do BFS on MST, starting from nodes that have no incoming edge. These nodes |
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| 344 | // are "roots" of the MST forest. This ensures that nodes are visited before |
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| 345 | // their decsendents are, thus ensures hot edges are processed before cold |
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| 346 | // edges, based on how MST is computed. |
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| 347 | for (const auto *Edge : MSTEdges) |
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| 348 | NodeInfoMap[Edge->Target].Visited = false; |
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| 349 | |||
| 350 | std::queue<NodeType *> Queue; |
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| 351 | // Initialze the queue with MST roots. Note that walking through SortedEdges |
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| 352 | // instead of NodeInfoMap ensures an ordered deterministic push. |
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| 353 | for (auto *Edge : SortedEdges) { |
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| 354 | if (NodeInfoMap[Edge->Source].Visited) { |
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| 355 | Queue.push(Edge->Source); |
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| 356 | NodeInfoMap[Edge->Source].Visited = false; |
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| 357 | } |
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| 358 | } |
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| 359 | |||
| 360 | while (!Queue.empty()) { |
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| 361 | auto *Node = Queue.front(); |
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| 362 | Queue.pop(); |
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| 363 | Nodes.push_back(Node); |
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| 364 | for (auto &Edge : Node->Edges) { |
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| 365 | if (MSTEdges.count(&Edge) && !NodeInfoMap[Edge.Target].Visited) { |
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| 366 | NodeInfoMap[Edge.Target].Visited = true; |
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| 367 | Queue.push(Edge.Target); |
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| 368 | } |
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| 369 | } |
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| 370 | } |
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| 371 | |||
| 372 | assert(InputNodes.size() == Nodes.size() && "missing nodes in MST"); |
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| 373 | std::reverse(Nodes.begin(), Nodes.end()); |
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| 374 | } |
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| 375 | } // end namespace llvm |
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| 376 | |||
| 377 | #endif // LLVM_ADT_SCCITERATOR_H |