xref: /freebsd/contrib/llvm-project/llvm/lib/Analysis/IRSimilarityIdentifier.cpp (revision 0d8fe2373503aeac48492f28073049a8bfa4feb5)
1 //===- IRSimilarityIdentifier.cpp - Find similarity in a module -----------===//
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 // \file
10 // Implementation file for the IRSimilarityIdentifier for identifying
11 // similarities in IR including the IRInstructionMapper.
12 //
13 //===----------------------------------------------------------------------===//
14 
15 #include "llvm/Analysis/IRSimilarityIdentifier.h"
16 #include "llvm/ADT/DenseMap.h"
17 #include "llvm/IR/Intrinsics.h"
18 #include "llvm/IR/Operator.h"
19 #include "llvm/IR/User.h"
20 #include "llvm/InitializePasses.h"
21 #include "llvm/Support/SuffixTree.h"
22 
23 using namespace llvm;
24 using namespace IRSimilarity;
25 
26 IRInstructionData::IRInstructionData(Instruction &I, bool Legality,
27                                      IRInstructionDataList &IDList)
28     : Inst(&I), Legal(Legality), IDL(&IDList) {
29   // We check for whether we have a comparison instruction.  If it is, we
30   // find the "less than" version of the predicate for consistency for
31   // comparison instructions throught the program.
32   if (CmpInst *C = dyn_cast<CmpInst>(&I)) {
33     CmpInst::Predicate Predicate = predicateForConsistency(C);
34     if (Predicate != C->getPredicate())
35       RevisedPredicate = Predicate;
36   }
37 
38   // Here we collect the operands and their types for determining whether
39   // the structure of the operand use matches between two different candidates.
40   for (Use &OI : I.operands()) {
41     if (isa<CmpInst>(I) && RevisedPredicate.hasValue()) {
42       // If we have a CmpInst where the predicate is reversed, it means the
43       // operands must be reversed as well.
44       OperVals.insert(OperVals.begin(), OI.get());
45       continue;
46     }
47 
48     OperVals.push_back(OI.get());
49   }
50 }
51 
52 CmpInst::Predicate IRInstructionData::predicateForConsistency(CmpInst *CI) {
53   switch (CI->getPredicate()) {
54   case CmpInst::FCMP_OGT:
55   case CmpInst::FCMP_UGT:
56   case CmpInst::FCMP_OGE:
57   case CmpInst::FCMP_UGE:
58   case CmpInst::ICMP_SGT:
59   case CmpInst::ICMP_UGT:
60   case CmpInst::ICMP_SGE:
61   case CmpInst::ICMP_UGE:
62     return CI->getSwappedPredicate();
63   default:
64     return CI->getPredicate();
65   }
66 }
67 
68 CmpInst::Predicate IRInstructionData::getPredicate() const {
69   assert(isa<CmpInst>(Inst) &&
70          "Can only get a predicate from a compare instruction");
71 
72   if (RevisedPredicate.hasValue())
73     return RevisedPredicate.getValue();
74 
75   return cast<CmpInst>(Inst)->getPredicate();
76 }
77 
78 static StringRef getCalledFunctionName(CallInst &CI) {
79   assert(CI.getCalledFunction() != nullptr && "Called Function is nullptr?");
80 
81   return CI.getCalledFunction()->getName();
82 }
83 
84 bool IRSimilarity::isClose(const IRInstructionData &A,
85                            const IRInstructionData &B) {
86 
87   if (!A.Legal || !B.Legal)
88     return false;
89 
90   // Check if we are performing the same sort of operation on the same types
91   // but not on the same values.
92   if (!A.Inst->isSameOperationAs(B.Inst)) {
93     // If there is a predicate, this means that either there is a swapped
94     // predicate, or that the types are different, we want to make sure that
95     // the predicates are equivalent via swapping.
96     if (isa<CmpInst>(A.Inst) && isa<CmpInst>(B.Inst)) {
97 
98       if (A.getPredicate() != B.getPredicate())
99         return false;
100 
101       // If the predicates are the same via swap, make sure that the types are
102       // still the same.
103       auto ZippedTypes = zip(A.OperVals, B.OperVals);
104 
105       return all_of(
106           ZippedTypes, [](std::tuple<llvm::Value *, llvm::Value *> R) {
107             return std::get<0>(R)->getType() == std::get<1>(R)->getType();
108           });
109     }
110 
111     return false;
112   }
113 
114   // Since any GEP Instruction operands after the first operand cannot be
115   // defined by a register, we must make sure that the operands after the first
116   // are the same in the two instructions
117   if (auto *GEP = dyn_cast<GetElementPtrInst>(A.Inst)) {
118     auto *OtherGEP = cast<GetElementPtrInst>(B.Inst);
119 
120     // If the instructions do not have the same inbounds restrictions, we do
121     // not consider them the same.
122     if (GEP->isInBounds() != OtherGEP->isInBounds())
123       return false;
124 
125     auto ZippedOperands = zip(GEP->indices(), OtherGEP->indices());
126 
127     // We increment here since we do not care about the first instruction,
128     // we only care about the following operands since they must be the
129     // exact same to be considered similar.
130     return all_of(drop_begin(ZippedOperands),
131                   [](std::tuple<llvm::Use &, llvm::Use &> R) {
132                     return std::get<0>(R) == std::get<1>(R);
133                   });
134   }
135 
136   // If the instructions are functions, we make sure that the function name is
137   // the same.  We already know that the types are since is isSameOperationAs is
138   // true.
139   if (isa<CallInst>(A.Inst) && isa<CallInst>(B.Inst)) {
140     CallInst *CIA = cast<CallInst>(A.Inst);
141     CallInst *CIB = cast<CallInst>(B.Inst);
142     if (getCalledFunctionName(*CIA).compare(getCalledFunctionName(*CIB)) != 0)
143       return false;
144   }
145 
146   return true;
147 }
148 
149 // TODO: This is the same as the MachineOutliner, and should be consolidated
150 // into the same interface.
151 void IRInstructionMapper::convertToUnsignedVec(
152     BasicBlock &BB, std::vector<IRInstructionData *> &InstrList,
153     std::vector<unsigned> &IntegerMapping) {
154   BasicBlock::iterator It = BB.begin();
155 
156   std::vector<unsigned> IntegerMappingForBB;
157   std::vector<IRInstructionData *> InstrListForBB;
158 
159   HaveLegalRange = false;
160   CanCombineWithPrevInstr = false;
161   AddedIllegalLastTime = true;
162 
163   for (BasicBlock::iterator Et = BB.end(); It != Et; ++It) {
164     switch (InstClassifier.visit(*It)) {
165     case InstrType::Legal:
166       mapToLegalUnsigned(It, IntegerMappingForBB, InstrListForBB);
167       break;
168     case InstrType::Illegal:
169       mapToIllegalUnsigned(It, IntegerMappingForBB, InstrListForBB);
170       break;
171     case InstrType::Invisible:
172       AddedIllegalLastTime = false;
173       break;
174     }
175   }
176 
177   if (HaveLegalRange) {
178     mapToIllegalUnsigned(It, IntegerMappingForBB, InstrListForBB, true);
179     for_each(InstrListForBB,
180              [this](IRInstructionData *ID) { this->IDL->push_back(*ID); });
181     llvm::append_range(InstrList, InstrListForBB);
182     llvm::append_range(IntegerMapping, IntegerMappingForBB);
183   }
184 }
185 
186 // TODO: This is the same as the MachineOutliner, and should be consolidated
187 // into the same interface.
188 unsigned IRInstructionMapper::mapToLegalUnsigned(
189     BasicBlock::iterator &It, std::vector<unsigned> &IntegerMappingForBB,
190     std::vector<IRInstructionData *> &InstrListForBB) {
191   // We added something legal, so we should unset the AddedLegalLastTime
192   // flag.
193   AddedIllegalLastTime = false;
194 
195   // If we have at least two adjacent legal instructions (which may have
196   // invisible instructions in between), remember that.
197   if (CanCombineWithPrevInstr)
198     HaveLegalRange = true;
199   CanCombineWithPrevInstr = true;
200 
201   // Get the integer for this instruction or give it the current
202   // LegalInstrNumber.
203   IRInstructionData *ID = allocateIRInstructionData(*It, true, *IDL);
204   InstrListForBB.push_back(ID);
205 
206   // Add to the instruction list
207   bool WasInserted;
208   DenseMap<IRInstructionData *, unsigned, IRInstructionDataTraits>::iterator
209       ResultIt;
210   std::tie(ResultIt, WasInserted) =
211       InstructionIntegerMap.insert(std::make_pair(ID, LegalInstrNumber));
212   unsigned INumber = ResultIt->second;
213 
214   // There was an insertion.
215   if (WasInserted)
216     LegalInstrNumber++;
217 
218   IntegerMappingForBB.push_back(INumber);
219 
220   // Make sure we don't overflow or use any integers reserved by the DenseMap.
221   assert(LegalInstrNumber < IllegalInstrNumber &&
222          "Instruction mapping overflow!");
223 
224   assert(LegalInstrNumber != DenseMapInfo<unsigned>::getEmptyKey() &&
225          "Tried to assign DenseMap tombstone or empty key to instruction.");
226   assert(LegalInstrNumber != DenseMapInfo<unsigned>::getTombstoneKey() &&
227          "Tried to assign DenseMap tombstone or empty key to instruction.");
228 
229   return INumber;
230 }
231 
232 IRInstructionData *
233 IRInstructionMapper::allocateIRInstructionData(Instruction &I, bool Legality,
234                                                IRInstructionDataList &IDL) {
235   return new (InstDataAllocator->Allocate()) IRInstructionData(I, Legality, IDL);
236 }
237 
238 IRInstructionDataList *
239 IRInstructionMapper::allocateIRInstructionDataList() {
240   return new (IDLAllocator->Allocate()) IRInstructionDataList();
241 }
242 
243 // TODO: This is the same as the MachineOutliner, and should be consolidated
244 // into the same interface.
245 unsigned IRInstructionMapper::mapToIllegalUnsigned(
246     BasicBlock::iterator &It, std::vector<unsigned> &IntegerMappingForBB,
247     std::vector<IRInstructionData *> &InstrListForBB, bool End) {
248   // Can't combine an illegal instruction. Set the flag.
249   CanCombineWithPrevInstr = false;
250 
251   // Only add one illegal number per range of legal numbers.
252   if (AddedIllegalLastTime)
253     return IllegalInstrNumber;
254 
255   IRInstructionData *ID = nullptr;
256   if (!End)
257     ID = allocateIRInstructionData(*It, false, *IDL);
258   InstrListForBB.push_back(ID);
259 
260   // Remember that we added an illegal number last time.
261   AddedIllegalLastTime = true;
262   unsigned INumber = IllegalInstrNumber;
263   IntegerMappingForBB.push_back(IllegalInstrNumber--);
264 
265   assert(LegalInstrNumber < IllegalInstrNumber &&
266          "Instruction mapping overflow!");
267 
268   assert(IllegalInstrNumber != DenseMapInfo<unsigned>::getEmptyKey() &&
269          "IllegalInstrNumber cannot be DenseMap tombstone or empty key!");
270 
271   assert(IllegalInstrNumber != DenseMapInfo<unsigned>::getTombstoneKey() &&
272          "IllegalInstrNumber cannot be DenseMap tombstone or empty key!");
273 
274   return INumber;
275 }
276 
277 IRSimilarityCandidate::IRSimilarityCandidate(unsigned StartIdx, unsigned Len,
278                                              IRInstructionData *FirstInstIt,
279                                              IRInstructionData *LastInstIt)
280     : StartIdx(StartIdx), Len(Len) {
281 
282   assert(FirstInstIt != nullptr && "Instruction is nullptr!");
283   assert(LastInstIt != nullptr && "Instruction is nullptr!");
284   assert(StartIdx + Len > StartIdx &&
285          "Overflow for IRSimilarityCandidate range?");
286   assert(Len - 1 == static_cast<unsigned>(std::distance(
287                         iterator(FirstInstIt), iterator(LastInstIt))) &&
288          "Length of the first and last IRInstructionData do not match the "
289          "given length");
290 
291   // We iterate over the given instructions, and map each unique value
292   // to a unique number in the IRSimilarityCandidate ValueToNumber and
293   // NumberToValue maps.  A constant get its own value globally, the individual
294   // uses of the constants are not considered to be unique.
295   //
296   // IR:                    Mapping Added:
297   // %add1 = add i32 %a, c1    %add1 -> 3, %a -> 1, c1 -> 2
298   // %add2 = add i32 %a, %1    %add2 -> 4
299   // %add3 = add i32 c2, c1    %add3 -> 6, c2 -> 5
300   //
301   // when replace with global values, starting from 1, would be
302   //
303   // 3 = add i32 1, 2
304   // 4 = add i32 1, 3
305   // 6 = add i32 5, 2
306   unsigned LocalValNumber = 1;
307   IRInstructionDataList::iterator ID = iterator(*FirstInstIt);
308   for (unsigned Loc = StartIdx; Loc < StartIdx + Len; Loc++, ID++) {
309     // Map the operand values to an unsigned integer if it does not already
310     // have an unsigned integer assigned to it.
311     for (Value *Arg : ID->OperVals)
312       if (ValueToNumber.find(Arg) == ValueToNumber.end()) {
313         ValueToNumber.try_emplace(Arg, LocalValNumber);
314         NumberToValue.try_emplace(LocalValNumber, Arg);
315         LocalValNumber++;
316       }
317 
318     // Mapping the instructions to an unsigned integer if it is not already
319     // exist in the mapping.
320     if (ValueToNumber.find(ID->Inst) == ValueToNumber.end()) {
321       ValueToNumber.try_emplace(ID->Inst, LocalValNumber);
322       NumberToValue.try_emplace(LocalValNumber, ID->Inst);
323       LocalValNumber++;
324     }
325   }
326 
327   // Setting the first and last instruction data pointers for the candidate.  If
328   // we got through the entire for loop without hitting an assert, we know
329   // that both of these instructions are not nullptrs.
330   FirstInst = FirstInstIt;
331   LastInst = LastInstIt;
332 }
333 
334 bool IRSimilarityCandidate::isSimilar(const IRSimilarityCandidate &A,
335                                       const IRSimilarityCandidate &B) {
336   if (A.getLength() != B.getLength())
337     return false;
338 
339   auto InstrDataForBoth =
340       zip(make_range(A.begin(), A.end()), make_range(B.begin(), B.end()));
341 
342   return all_of(InstrDataForBoth,
343                 [](std::tuple<IRInstructionData &, IRInstructionData &> R) {
344                   IRInstructionData &A = std::get<0>(R);
345                   IRInstructionData &B = std::get<1>(R);
346                   if (!A.Legal || !B.Legal)
347                     return false;
348                   return isClose(A, B);
349                 });
350 }
351 
352 /// Determine if one or more of the assigned global value numbers for the
353 /// operands in \p TargetValueNumbers is in the current mapping set for operand
354 /// numbers in \p SourceOperands.  The set of possible corresponding global
355 /// value numbers are replaced with the most recent version of compatible
356 /// values.
357 ///
358 /// \param [in] SourceValueToNumberMapping - The mapping of a Value to global
359 /// value number for the source IRInstructionCandidate.
360 /// \param [in, out] CurrentSrcTgtNumberMapping - The current mapping of source
361 /// IRSimilarityCandidate global value numbers to a set of possible numbers in
362 /// the target.
363 /// \param [in] SourceOperands - The operands in the original
364 /// IRSimilarityCandidate in the current instruction.
365 /// \param [in] TargetValueNumbers - The global value numbers of the operands in
366 /// the corresponding Instruction in the other IRSimilarityCandidate.
367 /// \returns true if there exists a possible mapping between the source
368 /// Instruction operands and the target Instruction operands, and false if not.
369 static bool checkNumberingAndReplaceCommutative(
370   const DenseMap<Value *, unsigned> &SourceValueToNumberMapping,
371   DenseMap<unsigned, DenseSet<unsigned>> &CurrentSrcTgtNumberMapping,
372   ArrayRef<Value *> &SourceOperands,
373   DenseSet<unsigned> &TargetValueNumbers){
374 
375   DenseMap<unsigned, DenseSet<unsigned>>::iterator ValueMappingIt;
376 
377   unsigned ArgVal;
378   bool WasInserted;
379 
380   // Iterate over the operands in the source IRSimilarityCandidate to determine
381   // whether there exists an operand in the other IRSimilarityCandidate that
382   // creates a valid mapping of Value to Value between the
383   // IRSimilarityCaniddates.
384   for (Value *V : SourceOperands) {
385     ArgVal = SourceValueToNumberMapping.find(V)->second;
386 
387     std::tie(ValueMappingIt, WasInserted) = CurrentSrcTgtNumberMapping.insert(
388         std::make_pair(ArgVal, TargetValueNumbers));
389 
390     // Instead of finding a current mapping, we inserted a set.  This means a
391     // mapping did not exist for the source Instruction operand, it has no
392     // current constraints we need to check.
393     if (WasInserted)
394       continue;
395 
396     // If a mapping already exists for the source operand to the values in the
397     // other IRSimilarityCandidate we need to iterate over the items in other
398     // IRSimilarityCandidate's Instruction to determine whether there is a valid
399     // mapping of Value to Value.
400     DenseSet<unsigned> NewSet;
401     for (unsigned &Curr : ValueMappingIt->second)
402       // If we can find the value in the mapping, we add it to the new set.
403       if (TargetValueNumbers.contains(Curr))
404         NewSet.insert(Curr);
405 
406     // If we could not find a Value, return 0.
407     if (NewSet.empty())
408       return false;
409 
410     // Otherwise replace the old mapping with the newly constructed one.
411     if (NewSet.size() != ValueMappingIt->second.size())
412       ValueMappingIt->second.swap(NewSet);
413 
414     // We have reached no conclusions about the mapping, and cannot remove
415     // any items from the other operands, so we move to check the next operand.
416     if (ValueMappingIt->second.size() != 1)
417       continue;
418 
419 
420     unsigned ValToRemove = *ValueMappingIt->second.begin();
421     // When there is only one item left in the mapping for and operand, remove
422     // the value from the other operands.  If it results in there being no
423     // mapping, return false, it means the mapping is wrong
424     for (Value *InnerV : SourceOperands) {
425       if (V == InnerV)
426         continue;
427 
428       unsigned InnerVal = SourceValueToNumberMapping.find(InnerV)->second;
429       ValueMappingIt = CurrentSrcTgtNumberMapping.find(InnerVal);
430       if (ValueMappingIt == CurrentSrcTgtNumberMapping.end())
431         continue;
432 
433       ValueMappingIt->second.erase(ValToRemove);
434       if (ValueMappingIt->second.empty())
435         return false;
436     }
437   }
438 
439   return true;
440 }
441 
442 /// Determine if operand number \p TargetArgVal is in the current mapping set
443 /// for operand number \p SourceArgVal.
444 ///
445 /// \param [in, out] CurrentSrcTgtNumberMapping current mapping of global
446 /// value numbers from source IRSimilarityCandidate to target
447 /// IRSimilarityCandidate.
448 /// \param [in] SourceArgVal The global value number for an operand in the
449 /// in the original candidate.
450 /// \param [in] TargetArgVal The global value number for the corresponding
451 /// operand in the other candidate.
452 /// \returns True if there exists a mapping and false if not.
453 bool checkNumberingAndReplace(
454     DenseMap<unsigned, DenseSet<unsigned>> &CurrentSrcTgtNumberMapping,
455     unsigned SourceArgVal, unsigned TargetArgVal) {
456   // We are given two unsigned integers representing the global values of
457   // the operands in different IRSimilarityCandidates and a current mapping
458   // between the two.
459   //
460   // Source Operand GVN: 1
461   // Target Operand GVN: 2
462   // CurrentMapping: {1: {1, 2}}
463   //
464   // Since we have mapping, and the target operand is contained in the set, we
465   // update it to:
466   // CurrentMapping: {1: {2}}
467   // and can return true. But, if the mapping was
468   // CurrentMapping: {1: {3}}
469   // we would return false.
470 
471   bool WasInserted;
472   DenseMap<unsigned, DenseSet<unsigned>>::iterator Val;
473 
474   std::tie(Val, WasInserted) = CurrentSrcTgtNumberMapping.insert(
475       std::make_pair(SourceArgVal, DenseSet<unsigned>({TargetArgVal})));
476 
477   // If we created a new mapping, then we are done.
478   if (WasInserted)
479     return true;
480 
481   // If there is more than one option in the mapping set, and the target value
482   // is included in the mapping set replace that set with one that only includes
483   // the target value, as it is the only valid mapping via the non commutative
484   // instruction.
485 
486   DenseSet<unsigned> &TargetSet = Val->second;
487   if (TargetSet.size() > 1 && TargetSet.contains(TargetArgVal)) {
488     TargetSet.clear();
489     TargetSet.insert(TargetArgVal);
490     return true;
491   }
492 
493   // Return true if we can find the value in the set.
494   return TargetSet.contains(TargetArgVal);
495 }
496 
497 bool IRSimilarityCandidate::compareNonCommutativeOperandMapping(
498     OperandMapping A, OperandMapping B) {
499   // Iterators to keep track of where we are in the operands for each
500   // Instruction.
501   ArrayRef<Value *>::iterator VItA = A.OperVals.begin();
502   ArrayRef<Value *>::iterator VItB = B.OperVals.begin();
503   unsigned OperandLength = A.OperVals.size();
504 
505   // For each operand, get the value numbering and ensure it is consistent.
506   for (unsigned Idx = 0; Idx < OperandLength; Idx++, VItA++, VItB++) {
507     unsigned OperValA = A.IRSC.ValueToNumber.find(*VItA)->second;
508     unsigned OperValB = B.IRSC.ValueToNumber.find(*VItB)->second;
509 
510     // Attempt to add a set with only the target value.  If there is no mapping
511     // we can create it here.
512     //
513     // For an instruction like a subtraction:
514     // IRSimilarityCandidateA:  IRSimilarityCandidateB:
515     // %resultA = sub %a, %b    %resultB = sub %d, %e
516     //
517     // We map %a -> %d and %b -> %e.
518     //
519     // And check to see whether their mapping is consistent in
520     // checkNumberingAndReplace.
521 
522     if (!checkNumberingAndReplace(A.ValueNumberMapping, OperValA, OperValB))
523       return false;
524 
525     if (!checkNumberingAndReplace(B.ValueNumberMapping, OperValB, OperValA))
526       return false;
527   }
528   return true;
529 }
530 
531 bool IRSimilarityCandidate::compareCommutativeOperandMapping(
532     OperandMapping A, OperandMapping B) {
533   DenseSet<unsigned> ValueNumbersA;
534   DenseSet<unsigned> ValueNumbersB;
535 
536   ArrayRef<Value *>::iterator VItA = A.OperVals.begin();
537   ArrayRef<Value *>::iterator VItB = B.OperVals.begin();
538   unsigned OperandLength = A.OperVals.size();
539 
540   // Find the value number sets for the operands.
541   for (unsigned Idx = 0; Idx < OperandLength;
542        Idx++, VItA++, VItB++) {
543     ValueNumbersA.insert(A.IRSC.ValueToNumber.find(*VItA)->second);
544     ValueNumbersB.insert(B.IRSC.ValueToNumber.find(*VItB)->second);
545   }
546 
547   // Iterate over the operands in the first IRSimilarityCandidate and make sure
548   // there exists a possible mapping with the operands in the second
549   // IRSimilarityCandidate.
550   if (!checkNumberingAndReplaceCommutative(A.IRSC.ValueToNumber,
551                                            A.ValueNumberMapping, A.OperVals,
552                                            ValueNumbersB))
553     return false;
554 
555   // Iterate over the operands in the second IRSimilarityCandidate and make sure
556   // there exists a possible mapping with the operands in the first
557   // IRSimilarityCandidate.
558   if (!checkNumberingAndReplaceCommutative(B.IRSC.ValueToNumber,
559                                            B.ValueNumberMapping, B.OperVals,
560                                            ValueNumbersA))
561     return false;
562 
563   return true;
564 }
565 
566 bool IRSimilarityCandidate::compareStructure(const IRSimilarityCandidate &A,
567                                              const IRSimilarityCandidate &B) {
568   if (A.getLength() != B.getLength())
569     return false;
570 
571   if (A.ValueToNumber.size() != B.ValueToNumber.size())
572     return false;
573 
574   iterator ItA = A.begin();
575   iterator ItB = B.begin();
576 
577   // These sets create a create a mapping between the values in one candidate
578   // to values in the other candidate.  If we create a set with one element,
579   // and that same element maps to the original element in the candidate
580   // we have a good mapping.
581   DenseMap<unsigned, DenseSet<unsigned>> ValueNumberMappingA;
582   DenseMap<unsigned, DenseSet<unsigned>> ValueNumberMappingB;
583   DenseMap<unsigned, DenseSet<unsigned>>::iterator ValueMappingIt;
584 
585   bool WasInserted;
586 
587   // Iterate over the instructions contained in each candidate
588   unsigned SectionLength = A.getStartIdx() + A.getLength();
589   for (unsigned Loc = A.getStartIdx(); Loc < SectionLength;
590        ItA++, ItB++, Loc++) {
591     // Make sure the instructions are similar to one another.
592     if (!isClose(*ItA, *ItB))
593       return false;
594 
595     Instruction *IA = ItA->Inst;
596     Instruction *IB = ItB->Inst;
597 
598     if (!ItA->Legal || !ItB->Legal)
599       return false;
600 
601     // Get the operand sets for the instructions.
602     ArrayRef<Value *> OperValsA = ItA->OperVals;
603     ArrayRef<Value *> OperValsB = ItB->OperVals;
604 
605     unsigned InstValA = A.ValueToNumber.find(IA)->second;
606     unsigned InstValB = B.ValueToNumber.find(IB)->second;
607 
608     // Ensure that the mappings for the instructions exists.
609     std::tie(ValueMappingIt, WasInserted) = ValueNumberMappingA.insert(
610         std::make_pair(InstValA, DenseSet<unsigned>({InstValB})));
611     if (!WasInserted && !ValueMappingIt->second.contains(InstValB))
612       return false;
613 
614     std::tie(ValueMappingIt, WasInserted) = ValueNumberMappingB.insert(
615         std::make_pair(InstValB, DenseSet<unsigned>({InstValA})));
616     if (!WasInserted && !ValueMappingIt->second.contains(InstValA))
617       return false;
618 
619     // We have different paths for commutative instructions and non-commutative
620     // instructions since commutative instructions could allow multiple mappings
621     // to certain values.
622     if (IA->isCommutative() && !isa<FPMathOperator>(IA)) {
623       if (!compareCommutativeOperandMapping(
624               {A, OperValsA, ValueNumberMappingA},
625               {B, OperValsB, ValueNumberMappingB}))
626         return false;
627       continue;
628     }
629 
630     // Handle the non-commutative cases.
631     if (!compareNonCommutativeOperandMapping(
632             {A, OperValsA, ValueNumberMappingA},
633             {B, OperValsB, ValueNumberMappingB}))
634       return false;
635   }
636   return true;
637 }
638 
639 bool IRSimilarityCandidate::overlap(const IRSimilarityCandidate &A,
640                                     const IRSimilarityCandidate &B) {
641   auto DoesOverlap = [](const IRSimilarityCandidate &X,
642                         const IRSimilarityCandidate &Y) {
643     // Check:
644     // XXXXXX        X starts before Y ends
645     //      YYYYYYY  Y starts after X starts
646     return X.StartIdx <= Y.getEndIdx() && Y.StartIdx >= X.StartIdx;
647   };
648 
649   return DoesOverlap(A, B) || DoesOverlap(B, A);
650 }
651 
652 void IRSimilarityIdentifier::populateMapper(
653     Module &M, std::vector<IRInstructionData *> &InstrList,
654     std::vector<unsigned> &IntegerMapping) {
655 
656   std::vector<IRInstructionData *> InstrListForModule;
657   std::vector<unsigned> IntegerMappingForModule;
658   // Iterate over the functions in the module to map each Instruction in each
659   // BasicBlock to an unsigned integer.
660   for (Function &F : M) {
661 
662     if (F.empty())
663       continue;
664 
665     for (BasicBlock &BB : F) {
666 
667       if (BB.sizeWithoutDebug() < 2)
668         continue;
669 
670       // BB has potential to have similarity since it has a size greater than 2
671       // and can therefore match other regions greater than 2. Map it to a list
672       // of unsigned integers.
673       Mapper.convertToUnsignedVec(BB, InstrListForModule,
674                                   IntegerMappingForModule);
675     }
676   }
677 
678   // Insert the InstrListForModule at the end of the overall InstrList so that
679   // we can have a long InstrList for the entire set of Modules being analyzed.
680   llvm::append_range(InstrList, InstrListForModule);
681   // Do the same as above, but for IntegerMapping.
682   llvm::append_range(IntegerMapping, IntegerMappingForModule);
683 }
684 
685 void IRSimilarityIdentifier::populateMapper(
686     ArrayRef<std::unique_ptr<Module>> &Modules,
687     std::vector<IRInstructionData *> &InstrList,
688     std::vector<unsigned> &IntegerMapping) {
689 
690   // Iterate over, and map the instructions in each module.
691   for (const std::unique_ptr<Module> &M : Modules)
692     populateMapper(*M, InstrList, IntegerMapping);
693 }
694 
695 /// From a repeated subsequence, find all the different instances of the
696 /// subsequence from the \p InstrList, and create an IRSimilarityCandidate from
697 /// the IRInstructionData in subsequence.
698 ///
699 /// \param [in] Mapper - The instruction mapper for sanity checks.
700 /// \param [in] InstrList - The vector that holds the instruction data.
701 /// \param [in] IntegerMapping - The vector that holds the mapped integers.
702 /// \param [out] CandsForRepSubstring - The vector to store the generated
703 /// IRSimilarityCandidates.
704 static void createCandidatesFromSuffixTree(
705     IRInstructionMapper Mapper, std::vector<IRInstructionData *> &InstrList,
706     std::vector<unsigned> &IntegerMapping, SuffixTree::RepeatedSubstring &RS,
707     std::vector<IRSimilarityCandidate> &CandsForRepSubstring) {
708 
709   unsigned StringLen = RS.Length;
710 
711   // Create an IRSimilarityCandidate for instance of this subsequence \p RS.
712   for (const unsigned &StartIdx : RS.StartIndices) {
713     unsigned EndIdx = StartIdx + StringLen - 1;
714 
715     // Check that this subsequence does not contain an illegal instruction.
716     bool ContainsIllegal = false;
717     for (unsigned CurrIdx = StartIdx; CurrIdx <= EndIdx; CurrIdx++) {
718       unsigned Key = IntegerMapping[CurrIdx];
719       if (Key > Mapper.IllegalInstrNumber) {
720         ContainsIllegal = true;
721         break;
722       }
723     }
724 
725     // If we have an illegal instruction, we should not create an
726     // IRSimilarityCandidate for this region.
727     if (ContainsIllegal)
728       continue;
729 
730     // We are getting iterators to the instructions in this region of code
731     // by advancing the start and end indices from the start of the
732     // InstrList.
733     std::vector<IRInstructionData *>::iterator StartIt = InstrList.begin();
734     std::advance(StartIt, StartIdx);
735     std::vector<IRInstructionData *>::iterator EndIt = InstrList.begin();
736     std::advance(EndIt, EndIdx);
737 
738     CandsForRepSubstring.emplace_back(StartIdx, StringLen, *StartIt, *EndIt);
739   }
740 }
741 
742 /// From the list of IRSimilarityCandidates, perform a comparison between each
743 /// IRSimilarityCandidate to determine if there are overlapping
744 /// IRInstructionData, or if they do not have the same structure.
745 ///
746 /// \param [in] CandsForRepSubstring - The vector containing the
747 /// IRSimilarityCandidates.
748 /// \param [out] StructuralGroups - the mapping of unsigned integers to vector
749 /// of IRSimilarityCandidates where each of the IRSimilarityCandidates in the
750 /// vector are structurally similar to one another.
751 static void findCandidateStructures(
752     std::vector<IRSimilarityCandidate> &CandsForRepSubstring,
753     DenseMap<unsigned, SimilarityGroup> &StructuralGroups) {
754   std::vector<IRSimilarityCandidate>::iterator CandIt, CandEndIt, InnerCandIt,
755       InnerCandEndIt;
756 
757   // IRSimilarityCandidates each have a structure for operand use.  It is
758   // possible that two instances of the same subsequences have different
759   // structure. Each type of structure found is assigned a number.  This
760   // DenseMap maps an IRSimilarityCandidate to which type of similarity
761   // discovered it fits within.
762   DenseMap<IRSimilarityCandidate *, unsigned> CandToGroup;
763 
764   // Find the compatibility from each candidate to the others to determine
765   // which candidates overlap and which have the same structure by mapping
766   // each structure to a different group.
767   bool SameStructure;
768   bool Inserted;
769   unsigned CurrentGroupNum = 0;
770   unsigned OuterGroupNum;
771   DenseMap<IRSimilarityCandidate *, unsigned>::iterator CandToGroupIt;
772   DenseMap<IRSimilarityCandidate *, unsigned>::iterator CandToGroupItInner;
773   DenseMap<unsigned, SimilarityGroup>::iterator CurrentGroupPair;
774 
775   // Iterate over the candidates to determine its structural and overlapping
776   // compatibility with other instructions
777   for (CandIt = CandsForRepSubstring.begin(),
778       CandEndIt = CandsForRepSubstring.end();
779        CandIt != CandEndIt; CandIt++) {
780 
781     // Determine if it has an assigned structural group already.
782     CandToGroupIt = CandToGroup.find(&*CandIt);
783     if (CandToGroupIt == CandToGroup.end()) {
784       // If not, we assign it one, and add it to our mapping.
785       std::tie(CandToGroupIt, Inserted) =
786           CandToGroup.insert(std::make_pair(&*CandIt, CurrentGroupNum++));
787     }
788 
789     // Get the structural group number from the iterator.
790     OuterGroupNum = CandToGroupIt->second;
791 
792     // Check if we already have a list of IRSimilarityCandidates for the current
793     // structural group.  Create one if one does not exist.
794     CurrentGroupPair = StructuralGroups.find(OuterGroupNum);
795     if (CurrentGroupPair == StructuralGroups.end())
796       std::tie(CurrentGroupPair, Inserted) = StructuralGroups.insert(
797           std::make_pair(OuterGroupNum, SimilarityGroup({*CandIt})));
798 
799     // Iterate over the IRSimilarityCandidates following the current
800     // IRSimilarityCandidate in the list to determine whether the two
801     // IRSimilarityCandidates are compatible.  This is so we do not repeat pairs
802     // of IRSimilarityCandidates.
803     for (InnerCandIt = std::next(CandIt),
804         InnerCandEndIt = CandsForRepSubstring.end();
805          InnerCandIt != InnerCandEndIt; InnerCandIt++) {
806 
807       // We check if the inner item has a group already, if it does, we skip it.
808       CandToGroupItInner = CandToGroup.find(&*InnerCandIt);
809       if (CandToGroupItInner != CandToGroup.end())
810         continue;
811 
812       // Otherwise we determine if they have the same structure and add it to
813       // vector if they match.
814       SameStructure =
815           IRSimilarityCandidate::compareStructure(*CandIt, *InnerCandIt);
816       if (!SameStructure)
817         continue;
818 
819       CandToGroup.insert(std::make_pair(&*InnerCandIt, OuterGroupNum));
820       CurrentGroupPair->second.push_back(*InnerCandIt);
821     }
822   }
823 }
824 
825 void IRSimilarityIdentifier::findCandidates(
826     std::vector<IRInstructionData *> &InstrList,
827     std::vector<unsigned> &IntegerMapping) {
828   SuffixTree ST(IntegerMapping);
829 
830   std::vector<IRSimilarityCandidate> CandsForRepSubstring;
831   std::vector<SimilarityGroup> NewCandidateGroups;
832 
833   DenseMap<unsigned, SimilarityGroup> StructuralGroups;
834 
835   // Iterate over the subsequences found by the Suffix Tree to create
836   // IRSimilarityCandidates for each repeated subsequence and determine which
837   // instances are structurally similar to one another.
838   for (auto It = ST.begin(), Et = ST.end(); It != Et; ++It) {
839     createCandidatesFromSuffixTree(Mapper, InstrList, IntegerMapping, *It,
840                                    CandsForRepSubstring);
841 
842     if (CandsForRepSubstring.size() < 2)
843       continue;
844 
845     findCandidateStructures(CandsForRepSubstring, StructuralGroups);
846     for (std::pair<unsigned, SimilarityGroup> &Group : StructuralGroups)
847       // We only add the group if it contains more than one
848       // IRSimilarityCandidate.  If there is only one, that means there is no
849       // other repeated subsequence with the same structure.
850       if (Group.second.size() > 1)
851         SimilarityCandidates->push_back(Group.second);
852 
853     CandsForRepSubstring.clear();
854     StructuralGroups.clear();
855     NewCandidateGroups.clear();
856   }
857 }
858 
859 SimilarityGroupList &IRSimilarityIdentifier::findSimilarity(
860     ArrayRef<std::unique_ptr<Module>> Modules) {
861   resetSimilarityCandidates();
862 
863   std::vector<IRInstructionData *> InstrList;
864   std::vector<unsigned> IntegerMapping;
865 
866   populateMapper(Modules, InstrList, IntegerMapping);
867   findCandidates(InstrList, IntegerMapping);
868 
869   return SimilarityCandidates.getValue();
870 }
871 
872 SimilarityGroupList &IRSimilarityIdentifier::findSimilarity(Module &M) {
873   resetSimilarityCandidates();
874 
875   std::vector<IRInstructionData *> InstrList;
876   std::vector<unsigned> IntegerMapping;
877 
878   populateMapper(M, InstrList, IntegerMapping);
879   findCandidates(InstrList, IntegerMapping);
880 
881   return SimilarityCandidates.getValue();
882 }
883 
884 INITIALIZE_PASS(IRSimilarityIdentifierWrapperPass, "ir-similarity-identifier",
885                 "ir-similarity-identifier", false, true)
886 
887 IRSimilarityIdentifierWrapperPass::IRSimilarityIdentifierWrapperPass()
888     : ModulePass(ID) {
889   initializeIRSimilarityIdentifierWrapperPassPass(
890       *PassRegistry::getPassRegistry());
891 }
892 
893 bool IRSimilarityIdentifierWrapperPass::doInitialization(Module &M) {
894   IRSI.reset(new IRSimilarityIdentifier(M));
895   return false;
896 }
897 
898 bool IRSimilarityIdentifierWrapperPass::doFinalization(Module &M) {
899   IRSI.reset();
900   return false;
901 }
902 
903 bool IRSimilarityIdentifierWrapperPass::runOnModule(Module &M) {
904   // All the real work is done in the constructor for the pass.
905   IRSI.reset(new IRSimilarityIdentifier(M));
906   return false;
907 }
908 
909 AnalysisKey IRSimilarityAnalysis::Key;
910 IRSimilarityIdentifier IRSimilarityAnalysis::run(Module &M,
911                                                ModuleAnalysisManager &) {
912 
913   return IRSimilarityIdentifier(M);
914 }
915 
916 PreservedAnalyses
917 IRSimilarityAnalysisPrinterPass::run(Module &M, ModuleAnalysisManager &AM) {
918   IRSimilarityIdentifier &IRSI = AM.getResult<IRSimilarityAnalysis>(M);
919   Optional<SimilarityGroupList> &SimilarityCandidatesOpt = IRSI.getSimilarity();
920 
921   for (std::vector<IRSimilarityCandidate> &CandVec : *SimilarityCandidatesOpt) {
922     OS << CandVec.size() << " candidates of length "
923        << CandVec.begin()->getLength() << ".  Found in: \n";
924     for (IRSimilarityCandidate &Cand : CandVec) {
925       OS << "  Function: " << Cand.front()->Inst->getFunction()->getName().str()
926          << ",  Basic Block: ";
927       if (Cand.front()->Inst->getParent()->getName().str() == "")
928         OS << "(unnamed)\n";
929       else
930         OS << Cand.front()->Inst->getParent()->getName().str() << "\n";
931     }
932   }
933 
934   return PreservedAnalyses::all();
935 }
936 
937 char IRSimilarityIdentifierWrapperPass::ID = 0;
938