1 //===- llvm/Analysis/DDG.h --------------------------------------*- 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-exception
6 //
7 //===----------------------------------------------------------------------===//
8 //
9 // This file defines the Data-Dependence Graph (DDG).
10 //
11 //===----------------------------------------------------------------------===//
12
13 #ifndef LLVM_ANALYSIS_DDG_H
14 #define LLVM_ANALYSIS_DDG_H
15
16 #include "llvm/ADT/DenseMap.h"
17 #include "llvm/ADT/DirectedGraph.h"
18 #include "llvm/Analysis/DependenceAnalysis.h"
19 #include "llvm/Analysis/DependenceGraphBuilder.h"
20 #include "llvm/Analysis/LoopAnalysisManager.h"
21 #include "llvm/Support/Compiler.h"
22
23 namespace llvm {
24 class Function;
25 class Loop;
26 class LoopInfo;
27 class DDGNode;
28 class DDGEdge;
29 using DDGNodeBase = DGNode<DDGNode, DDGEdge>;
30 using DDGEdgeBase = DGEdge<DDGNode, DDGEdge>;
31 using DDGBase = DirectedGraph<DDGNode, DDGEdge>;
32 class LPMUpdater;
33
34 /// Data Dependence Graph Node
35 /// The graph can represent the following types of nodes:
36 /// 1. Single instruction node containing just one instruction.
37 /// 2. Multiple instruction node where two or more instructions from
38 /// the same basic block are merged into one node.
39 /// 3. Pi-block node which is a group of other DDG nodes that are part of a
40 /// strongly-connected component of the graph.
41 /// A pi-block node contains more than one single or multiple instruction
42 /// nodes. The root node cannot be part of a pi-block.
43 /// 4. Root node is a special node that connects to all components such that
44 /// there is always a path from it to any node in the graph.
45 class LLVM_ABI DDGNode : public DDGNodeBase {
46 public:
47 using InstructionListType = SmallVectorImpl<Instruction *>;
48
49 enum class NodeKind {
50 Unknown,
51 SingleInstruction,
52 MultiInstruction,
53 PiBlock,
54 Root,
55 };
56
57 DDGNode() = delete;
DDGNode(const NodeKind K)58 DDGNode(const NodeKind K) : Kind(K) {}
59 DDGNode(const DDGNode &N) = default;
DDGNode(DDGNode && N)60 DDGNode(DDGNode &&N) : DDGNodeBase(std::move(N)), Kind(N.Kind) {}
61 virtual ~DDGNode() = 0;
62
63 DDGNode &operator=(const DDGNode &N) {
64 DGNode::operator=(N);
65 Kind = N.Kind;
66 return *this;
67 }
68
69 DDGNode &operator=(DDGNode &&N) {
70 DGNode::operator=(std::move(N));
71 Kind = N.Kind;
72 return *this;
73 }
74
75 /// Getter for the kind of this node.
getKind()76 NodeKind getKind() const { return Kind; }
77
78 /// Collect a list of instructions, in \p IList, for which predicate \p Pred
79 /// evaluates to true when iterating over instructions of this node. Return
80 /// true if at least one instruction was collected, and false otherwise.
81 bool collectInstructions(llvm::function_ref<bool(Instruction *)> const &Pred,
82 InstructionListType &IList) const;
83
84 protected:
85 /// Setter for the kind of this node.
setKind(NodeKind K)86 void setKind(NodeKind K) { Kind = K; }
87
88 private:
89 NodeKind Kind;
90 };
91
92 /// Subclass of DDGNode representing the root node of the graph.
93 /// There should only be one such node in a given graph.
94 class RootDDGNode : public DDGNode {
95 public:
RootDDGNode()96 RootDDGNode() : DDGNode(NodeKind::Root) {}
97 RootDDGNode(const RootDDGNode &N) = delete;
RootDDGNode(RootDDGNode && N)98 RootDDGNode(RootDDGNode &&N) : DDGNode(std::move(N)) {}
99 ~RootDDGNode() = default;
100
101 /// Define classof to be able to use isa<>, cast<>, dyn_cast<>, etc.
classof(const DDGNode * N)102 static bool classof(const DDGNode *N) {
103 return N->getKind() == NodeKind::Root;
104 }
classof(const RootDDGNode * N)105 static bool classof(const RootDDGNode *N) { return true; }
106 };
107
108 /// Subclass of DDGNode representing single or multi-instruction nodes.
109 class LLVM_ABI SimpleDDGNode : public DDGNode {
110 friend class DDGBuilder;
111
112 public:
113 SimpleDDGNode() = delete;
114 SimpleDDGNode(Instruction &I);
115 SimpleDDGNode(const SimpleDDGNode &N);
116 SimpleDDGNode(SimpleDDGNode &&N);
117 ~SimpleDDGNode();
118
119 SimpleDDGNode &operator=(const SimpleDDGNode &N) = default;
120
121 SimpleDDGNode &operator=(SimpleDDGNode &&N) {
122 DDGNode::operator=(std::move(N));
123 InstList = std::move(N.InstList);
124 return *this;
125 }
126
127 /// Get the list of instructions in this node.
getInstructions()128 const InstructionListType &getInstructions() const {
129 assert(!InstList.empty() && "Instruction List is empty.");
130 return InstList;
131 }
getInstructions()132 InstructionListType &getInstructions() {
133 return const_cast<InstructionListType &>(
134 static_cast<const SimpleDDGNode *>(this)->getInstructions());
135 }
136
137 /// Get the first/last instruction in the node.
getFirstInstruction()138 Instruction *getFirstInstruction() const { return getInstructions().front(); }
getLastInstruction()139 Instruction *getLastInstruction() const { return getInstructions().back(); }
140
141 /// Define classof to be able to use isa<>, cast<>, dyn_cast<>, etc.
classof(const DDGNode * N)142 static bool classof(const DDGNode *N) {
143 return N->getKind() == NodeKind::SingleInstruction ||
144 N->getKind() == NodeKind::MultiInstruction;
145 }
classof(const SimpleDDGNode * N)146 static bool classof(const SimpleDDGNode *N) { return true; }
147
148 private:
149 /// Append the list of instructions in \p Input to this node.
appendInstructions(const InstructionListType & Input)150 void appendInstructions(const InstructionListType &Input) {
151 setKind((InstList.size() == 0 && Input.size() == 1)
152 ? NodeKind::SingleInstruction
153 : NodeKind::MultiInstruction);
154 llvm::append_range(InstList, Input);
155 }
appendInstructions(const SimpleDDGNode & Input)156 void appendInstructions(const SimpleDDGNode &Input) {
157 appendInstructions(Input.getInstructions());
158 }
159
160 /// List of instructions associated with a single or multi-instruction node.
161 SmallVector<Instruction *, 2> InstList;
162 };
163
164 /// Subclass of DDGNode representing a pi-block. A pi-block represents a group
165 /// of DDG nodes that are part of a strongly-connected component of the graph.
166 /// Replacing all the SCCs with pi-blocks results in an acyclic representation
167 /// of the DDG. For example if we have:
168 /// {a -> b}, {b -> c, d}, {c -> a}
169 /// the cycle a -> b -> c -> a is abstracted into a pi-block "p" as follows:
170 /// {p -> d} with "p" containing: {a -> b}, {b -> c}, {c -> a}
171 class LLVM_ABI PiBlockDDGNode : public DDGNode {
172 public:
173 using PiNodeList = SmallVector<DDGNode *, 4>;
174
175 PiBlockDDGNode() = delete;
176 PiBlockDDGNode(const PiNodeList &List);
177 PiBlockDDGNode(const PiBlockDDGNode &N);
178 PiBlockDDGNode(PiBlockDDGNode &&N);
179 ~PiBlockDDGNode();
180
181 PiBlockDDGNode &operator=(const PiBlockDDGNode &N) = default;
182
183 PiBlockDDGNode &operator=(PiBlockDDGNode &&N) {
184 DDGNode::operator=(std::move(N));
185 NodeList = std::move(N.NodeList);
186 return *this;
187 }
188
189 /// Get the list of nodes in this pi-block.
getNodes()190 const PiNodeList &getNodes() const {
191 assert(!NodeList.empty() && "Node list is empty.");
192 return NodeList;
193 }
getNodes()194 PiNodeList &getNodes() {
195 return const_cast<PiNodeList &>(
196 static_cast<const PiBlockDDGNode *>(this)->getNodes());
197 }
198
199 /// Define classof to be able to use isa<>, cast<>, dyn_cast<>, etc.
classof(const DDGNode * N)200 static bool classof(const DDGNode *N) {
201 return N->getKind() == NodeKind::PiBlock;
202 }
203
204 private:
205 /// List of nodes in this pi-block.
206 PiNodeList NodeList;
207 };
208
209 /// Data Dependency Graph Edge.
210 /// An edge in the DDG can represent a def-use relationship or
211 /// a memory dependence based on the result of DependenceAnalysis.
212 /// A rooted edge connects the root node to one of the components
213 /// of the graph.
214 class DDGEdge : public DDGEdgeBase {
215 public:
216 /// The kind of edge in the DDG
217 enum class EdgeKind {
218 Unknown,
219 RegisterDefUse,
220 MemoryDependence,
221 Rooted,
222 Last = Rooted // Must be equal to the largest enum value.
223 };
224
225 explicit DDGEdge(DDGNode &N) = delete;
DDGEdge(DDGNode & N,EdgeKind K)226 DDGEdge(DDGNode &N, EdgeKind K) : DDGEdgeBase(N), Kind(K) {}
DDGEdge(const DDGEdge & E)227 DDGEdge(const DDGEdge &E) : DDGEdgeBase(E), Kind(E.getKind()) {}
DDGEdge(DDGEdge && E)228 DDGEdge(DDGEdge &&E) : DDGEdgeBase(std::move(E)), Kind(E.Kind) {}
229 DDGEdge &operator=(const DDGEdge &E) = default;
230
231 DDGEdge &operator=(DDGEdge &&E) {
232 DDGEdgeBase::operator=(std::move(E));
233 Kind = E.Kind;
234 return *this;
235 }
236
237 /// Get the edge kind
getKind()238 EdgeKind getKind() const { return Kind; };
239
240 /// Return true if this is a def-use edge, and false otherwise.
isDefUse()241 bool isDefUse() const { return Kind == EdgeKind::RegisterDefUse; }
242
243 /// Return true if this is a memory dependence edge, and false otherwise.
isMemoryDependence()244 bool isMemoryDependence() const { return Kind == EdgeKind::MemoryDependence; }
245
246 /// Return true if this is an edge stemming from the root node, and false
247 /// otherwise.
isRooted()248 bool isRooted() const { return Kind == EdgeKind::Rooted; }
249
250 private:
251 EdgeKind Kind;
252 };
253
254 /// Encapsulate some common data and functionality needed for different
255 /// variations of data dependence graphs.
256 template <typename NodeType> class DependenceGraphInfo {
257 public:
258 using DependenceList = SmallVector<std::unique_ptr<Dependence>, 1>;
259
260 DependenceGraphInfo() = delete;
261 DependenceGraphInfo(const DependenceGraphInfo &G) = delete;
DependenceGraphInfo(const std::string & N,const DependenceInfo & DepInfo)262 DependenceGraphInfo(const std::string &N, const DependenceInfo &DepInfo)
263 : Name(N), DI(DepInfo), Root(nullptr) {}
DependenceGraphInfo(DependenceGraphInfo && G)264 DependenceGraphInfo(DependenceGraphInfo &&G)
265 : Name(std::move(G.Name)), DI(std::move(G.DI)), Root(G.Root) {}
266 virtual ~DependenceGraphInfo() = default;
267
268 /// Return the label that is used to name this graph.
getName()269 StringRef getName() const { return Name; }
270
271 /// Return the root node of the graph.
getRoot()272 NodeType &getRoot() const {
273 assert(Root && "Root node is not available yet. Graph construction may "
274 "still be in progress\n");
275 return *Root;
276 }
277
278 /// Collect all the data dependency infos coming from any pair of memory
279 /// accesses from \p Src to \p Dst, and store them into \p Deps. Return true
280 /// if a dependence exists, and false otherwise.
281 bool getDependencies(const NodeType &Src, const NodeType &Dst,
282 DependenceList &Deps) const;
283
284 /// Return a string representing the type of dependence that the dependence
285 /// analysis identified between the two given nodes. This function assumes
286 /// that there is a memory dependence between the given two nodes.
287 std::string getDependenceString(const NodeType &Src,
288 const NodeType &Dst) const;
289
290 protected:
291 // Name of the graph.
292 std::string Name;
293
294 // Store a copy of DependenceInfo in the graph, so that individual memory
295 // dependencies don't need to be stored. Instead when the dependence is
296 // queried it is recomputed using @DI.
297 const DependenceInfo DI;
298
299 // A special node in the graph that has an edge to every connected component of
300 // the graph, to ensure all nodes are reachable in a graph walk.
301 NodeType *Root = nullptr;
302 };
303
304 using DDGInfo = DependenceGraphInfo<DDGNode>;
305
306 /// Data Dependency Graph
307 class LLVM_ABI DataDependenceGraph : public DDGBase, public DDGInfo {
308 friend AbstractDependenceGraphBuilder<DataDependenceGraph>;
309 friend class DDGBuilder;
310
311 public:
312 using NodeType = DDGNode;
313 using EdgeType = DDGEdge;
314
315 DataDependenceGraph() = delete;
316 DataDependenceGraph(const DataDependenceGraph &G) = delete;
DataDependenceGraph(DataDependenceGraph && G)317 DataDependenceGraph(DataDependenceGraph &&G)
318 : DDGBase(std::move(G)), DDGInfo(std::move(G)) {}
319 DataDependenceGraph(Function &F, DependenceInfo &DI);
320 DataDependenceGraph(Loop &L, LoopInfo &LI, DependenceInfo &DI);
321 ~DataDependenceGraph();
322
323 /// If node \p N belongs to a pi-block return a pointer to the pi-block,
324 /// otherwise return null.
325 const PiBlockDDGNode *getPiBlock(const NodeType &N) const;
326
327 protected:
328 /// Add node \p N to the graph, if it's not added yet, and keep track of the
329 /// root node as well as pi-blocks and their members. Return true if node is
330 /// successfully added.
331 bool addNode(NodeType &N);
332
333 private:
334 using PiBlockMapType = DenseMap<const NodeType *, const PiBlockDDGNode *>;
335
336 /// Mapping from graph nodes to their containing pi-blocks. If a node is not
337 /// part of a pi-block, it will not appear in this map.
338 PiBlockMapType PiBlockMap;
339 };
340
341 /// Concrete implementation of a pure data dependence graph builder. This class
342 /// provides custom implementation for the pure-virtual functions used in the
343 /// generic dependence graph build algorithm.
344 ///
345 /// For information about time complexity of the build algorithm see the
346 /// comments near the declaration of AbstractDependenceGraphBuilder.
347 class LLVM_ABI DDGBuilder
348 : public AbstractDependenceGraphBuilder<DataDependenceGraph> {
349 public:
DDGBuilder(DataDependenceGraph & G,DependenceInfo & D,const BasicBlockListType & BBs)350 DDGBuilder(DataDependenceGraph &G, DependenceInfo &D,
351 const BasicBlockListType &BBs)
352 : AbstractDependenceGraphBuilder(G, D, BBs) {}
createRootNode()353 DDGNode &createRootNode() final {
354 auto *RN = new RootDDGNode();
355 assert(RN && "Failed to allocate memory for DDG root node.");
356 Graph.addNode(*RN);
357 return *RN;
358 }
createFineGrainedNode(Instruction & I)359 DDGNode &createFineGrainedNode(Instruction &I) final {
360 auto *SN = new SimpleDDGNode(I);
361 assert(SN && "Failed to allocate memory for simple DDG node.");
362 Graph.addNode(*SN);
363 return *SN;
364 }
createPiBlock(const NodeListType & L)365 DDGNode &createPiBlock(const NodeListType &L) final {
366 auto *Pi = new PiBlockDDGNode(L);
367 assert(Pi && "Failed to allocate memory for pi-block node.");
368 Graph.addNode(*Pi);
369 return *Pi;
370 }
createDefUseEdge(DDGNode & Src,DDGNode & Tgt)371 DDGEdge &createDefUseEdge(DDGNode &Src, DDGNode &Tgt) final {
372 auto *E = new DDGEdge(Tgt, DDGEdge::EdgeKind::RegisterDefUse);
373 assert(E && "Failed to allocate memory for edge");
374 Graph.connect(Src, Tgt, *E);
375 return *E;
376 }
createMemoryEdge(DDGNode & Src,DDGNode & Tgt)377 DDGEdge &createMemoryEdge(DDGNode &Src, DDGNode &Tgt) final {
378 auto *E = new DDGEdge(Tgt, DDGEdge::EdgeKind::MemoryDependence);
379 assert(E && "Failed to allocate memory for edge");
380 Graph.connect(Src, Tgt, *E);
381 return *E;
382 }
createRootedEdge(DDGNode & Src,DDGNode & Tgt)383 DDGEdge &createRootedEdge(DDGNode &Src, DDGNode &Tgt) final {
384 auto *E = new DDGEdge(Tgt, DDGEdge::EdgeKind::Rooted);
385 assert(E && "Failed to allocate memory for edge");
386 assert(isa<RootDDGNode>(Src) && "Expected root node");
387 Graph.connect(Src, Tgt, *E);
388 return *E;
389 }
390
getNodesInPiBlock(const DDGNode & N)391 const NodeListType &getNodesInPiBlock(const DDGNode &N) final {
392 auto *PiNode = dyn_cast<const PiBlockDDGNode>(&N);
393 assert(PiNode && "Expected a pi-block node.");
394 return PiNode->getNodes();
395 }
396
397 /// Return true if the two nodes \pSrc and \pTgt are both simple nodes and
398 /// the consecutive instructions after merging belong to the same basic block.
399 bool areNodesMergeable(const DDGNode &Src, const DDGNode &Tgt) const final;
400 void mergeNodes(DDGNode &Src, DDGNode &Tgt) final;
401 bool shouldSimplify() const final;
402 bool shouldCreatePiBlocks() const final;
403 };
404
405 LLVM_ABI raw_ostream &operator<<(raw_ostream &OS, const DDGNode &N);
406 LLVM_ABI raw_ostream &operator<<(raw_ostream &OS, const DDGNode::NodeKind K);
407 LLVM_ABI raw_ostream &operator<<(raw_ostream &OS, const DDGEdge &E);
408 LLVM_ABI raw_ostream &operator<<(raw_ostream &OS, const DDGEdge::EdgeKind K);
409 LLVM_ABI raw_ostream &operator<<(raw_ostream &OS, const DataDependenceGraph &G);
410
411 //===--------------------------------------------------------------------===//
412 // DDG Analysis Passes
413 //===--------------------------------------------------------------------===//
414
415 /// Analysis pass that builds the DDG for a loop.
416 class DDGAnalysis : public AnalysisInfoMixin<DDGAnalysis> {
417 public:
418 using Result = std::unique_ptr<DataDependenceGraph>;
419 LLVM_ABI Result run(Loop &L, LoopAnalysisManager &AM,
420 LoopStandardAnalysisResults &AR);
421
422 private:
423 friend AnalysisInfoMixin<DDGAnalysis>;
424 LLVM_ABI static AnalysisKey Key;
425 };
426
427 /// Textual printer pass for the DDG of a loop.
428 class DDGAnalysisPrinterPass : public PassInfoMixin<DDGAnalysisPrinterPass> {
429 public:
DDGAnalysisPrinterPass(raw_ostream & OS)430 explicit DDGAnalysisPrinterPass(raw_ostream &OS) : OS(OS) {}
431 LLVM_ABI PreservedAnalyses run(Loop &L, LoopAnalysisManager &AM,
432 LoopStandardAnalysisResults &AR,
433 LPMUpdater &U);
isRequired()434 static bool isRequired() { return true; }
435
436 private:
437 raw_ostream &OS;
438 };
439
440 //===--------------------------------------------------------------------===//
441 // DependenceGraphInfo Implementation
442 //===--------------------------------------------------------------------===//
443
444 template <typename NodeType>
getDependencies(const NodeType & Src,const NodeType & Dst,DependenceList & Deps)445 bool DependenceGraphInfo<NodeType>::getDependencies(
446 const NodeType &Src, const NodeType &Dst, DependenceList &Deps) const {
447 assert(Deps.empty() && "Expected empty output list at the start.");
448
449 // List of memory access instructions from src and dst nodes.
450 SmallVector<Instruction *, 8> SrcIList, DstIList;
451 auto isMemoryAccess = [](const Instruction *I) {
452 return I->mayReadOrWriteMemory();
453 };
454 Src.collectInstructions(isMemoryAccess, SrcIList);
455 Dst.collectInstructions(isMemoryAccess, DstIList);
456
457 for (auto *SrcI : SrcIList)
458 for (auto *DstI : DstIList)
459 if (auto Dep =
460 const_cast<DependenceInfo *>(&DI)->depends(SrcI, DstI))
461 Deps.push_back(std::move(Dep));
462
463 return !Deps.empty();
464 }
465
466 template <typename NodeType>
467 std::string
getDependenceString(const NodeType & Src,const NodeType & Dst)468 DependenceGraphInfo<NodeType>::getDependenceString(const NodeType &Src,
469 const NodeType &Dst) const {
470 std::string Str;
471 raw_string_ostream OS(Str);
472 DependenceList Deps;
473 if (!getDependencies(Src, Dst, Deps))
474 return Str;
475 interleaveComma(Deps, OS, [&](const std::unique_ptr<Dependence> &D) {
476 D->dump(OS);
477 // Remove the extra new-line character printed by the dump
478 // method
479 if (Str.back() == '\n')
480 Str.pop_back();
481 });
482
483 return Str;
484 }
485
486 //===--------------------------------------------------------------------===//
487 // GraphTraits specializations for the DDG
488 //===--------------------------------------------------------------------===//
489
490 /// non-const versions of the grapth trait specializations for DDG
491 template <> struct GraphTraits<DDGNode *> {
492 using NodeRef = DDGNode *;
493
494 static DDGNode *DDGGetTargetNode(DGEdge<DDGNode, DDGEdge> *P) {
495 return &P->getTargetNode();
496 }
497
498 // Provide a mapped iterator so that the GraphTrait-based implementations can
499 // find the target nodes without having to explicitly go through the edges.
500 using ChildIteratorType =
501 mapped_iterator<DDGNode::iterator, decltype(&DDGGetTargetNode)>;
502 using ChildEdgeIteratorType = DDGNode::iterator;
503
504 static NodeRef getEntryNode(NodeRef N) { return N; }
505 static ChildIteratorType child_begin(NodeRef N) {
506 return ChildIteratorType(N->begin(), &DDGGetTargetNode);
507 }
508 static ChildIteratorType child_end(NodeRef N) {
509 return ChildIteratorType(N->end(), &DDGGetTargetNode);
510 }
511
512 static ChildEdgeIteratorType child_edge_begin(NodeRef N) {
513 return N->begin();
514 }
515 static ChildEdgeIteratorType child_edge_end(NodeRef N) { return N->end(); }
516 };
517
518 template <>
519 struct GraphTraits<DataDependenceGraph *> : public GraphTraits<DDGNode *> {
520 using nodes_iterator = DataDependenceGraph::iterator;
521 static NodeRef getEntryNode(DataDependenceGraph *DG) {
522 return &DG->getRoot();
523 }
524 static nodes_iterator nodes_begin(DataDependenceGraph *DG) {
525 return DG->begin();
526 }
527 static nodes_iterator nodes_end(DataDependenceGraph *DG) { return DG->end(); }
528 };
529
530 /// const versions of the grapth trait specializations for DDG
531 template <> struct GraphTraits<const DDGNode *> {
532 using NodeRef = const DDGNode *;
533
534 static const DDGNode *DDGGetTargetNode(const DGEdge<DDGNode, DDGEdge> *P) {
535 return &P->getTargetNode();
536 }
537
538 // Provide a mapped iterator so that the GraphTrait-based implementations can
539 // find the target nodes without having to explicitly go through the edges.
540 using ChildIteratorType =
541 mapped_iterator<DDGNode::const_iterator, decltype(&DDGGetTargetNode)>;
542 using ChildEdgeIteratorType = DDGNode::const_iterator;
543
544 static NodeRef getEntryNode(NodeRef N) { return N; }
545 static ChildIteratorType child_begin(NodeRef N) {
546 return ChildIteratorType(N->begin(), &DDGGetTargetNode);
547 }
548 static ChildIteratorType child_end(NodeRef N) {
549 return ChildIteratorType(N->end(), &DDGGetTargetNode);
550 }
551
552 static ChildEdgeIteratorType child_edge_begin(NodeRef N) {
553 return N->begin();
554 }
555 static ChildEdgeIteratorType child_edge_end(NodeRef N) { return N->end(); }
556 };
557
558 template <>
559 struct GraphTraits<const DataDependenceGraph *>
560 : public GraphTraits<const DDGNode *> {
561 using nodes_iterator = DataDependenceGraph::const_iterator;
562 static NodeRef getEntryNode(const DataDependenceGraph *DG) {
563 return &DG->getRoot();
564 }
565 static nodes_iterator nodes_begin(const DataDependenceGraph *DG) {
566 return DG->begin();
567 }
568 static nodes_iterator nodes_end(const DataDependenceGraph *DG) {
569 return DG->end();
570 }
571 };
572
573 } // namespace llvm
574
575 #endif // LLVM_ANALYSIS_DDG_H
576