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llvm-mirror/lib/Analysis/IRSimilarityIdentifier.cpp
Andrew Litteken 77b6ee14d4 [IRSim] Strip out the findSimilarity call from the constructor
Both doInitialize and runOnModule were running the entire analysis
due to the actual work being done in the constructor. Strip it out here
and only get the similarity during runOnModule.

Author: lanza
Reviewers: AndrewLitteken, paquette, plofti

Differential Revision: https://reviews.llvm.org/D92524
2021-06-11 18:41:28 -05:00

944 lines
35 KiB
C++

//===- IRSimilarityIdentifier.cpp - Find similarity in a module -----------===//
//
// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
// See https://llvm.org/LICENSE.txt for license information.
// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
//
//===----------------------------------------------------------------------===//
//
// \file
// Implementation file for the IRSimilarityIdentifier for identifying
// similarities in IR including the IRInstructionMapper.
//
//===----------------------------------------------------------------------===//
#include "llvm/Analysis/IRSimilarityIdentifier.h"
#include "llvm/ADT/DenseMap.h"
#include "llvm/IR/Intrinsics.h"
#include "llvm/IR/Operator.h"
#include "llvm/IR/User.h"
#include "llvm/InitializePasses.h"
#include "llvm/Support/SuffixTree.h"
using namespace llvm;
using namespace IRSimilarity;
IRInstructionData::IRInstructionData(Instruction &I, bool Legality,
IRInstructionDataList &IDList)
: Inst(&I), Legal(Legality), IDL(&IDList) {
// We check for whether we have a comparison instruction. If it is, we
// find the "less than" version of the predicate for consistency for
// comparison instructions throught the program.
if (CmpInst *C = dyn_cast<CmpInst>(&I)) {
CmpInst::Predicate Predicate = predicateForConsistency(C);
if (Predicate != C->getPredicate())
RevisedPredicate = Predicate;
}
// Here we collect the operands and their types for determining whether
// the structure of the operand use matches between two different candidates.
for (Use &OI : I.operands()) {
if (isa<CmpInst>(I) && RevisedPredicate.hasValue()) {
// If we have a CmpInst where the predicate is reversed, it means the
// operands must be reversed as well.
OperVals.insert(OperVals.begin(), OI.get());
continue;
}
OperVals.push_back(OI.get());
}
}
CmpInst::Predicate IRInstructionData::predicateForConsistency(CmpInst *CI) {
switch (CI->getPredicate()) {
case CmpInst::FCMP_OGT:
case CmpInst::FCMP_UGT:
case CmpInst::FCMP_OGE:
case CmpInst::FCMP_UGE:
case CmpInst::ICMP_SGT:
case CmpInst::ICMP_UGT:
case CmpInst::ICMP_SGE:
case CmpInst::ICMP_UGE:
return CI->getSwappedPredicate();
default:
return CI->getPredicate();
}
}
CmpInst::Predicate IRInstructionData::getPredicate() const {
assert(isa<CmpInst>(Inst) &&
"Can only get a predicate from a compare instruction");
if (RevisedPredicate.hasValue())
return RevisedPredicate.getValue();
return cast<CmpInst>(Inst)->getPredicate();
}
static StringRef getCalledFunctionName(CallInst &CI) {
assert(CI.getCalledFunction() != nullptr && "Called Function is nullptr?");
return CI.getCalledFunction()->getName();
}
bool IRSimilarity::isClose(const IRInstructionData &A,
const IRInstructionData &B) {
if (!A.Legal || !B.Legal)
return false;
// Check if we are performing the same sort of operation on the same types
// but not on the same values.
if (!A.Inst->isSameOperationAs(B.Inst)) {
// If there is a predicate, this means that either there is a swapped
// predicate, or that the types are different, we want to make sure that
// the predicates are equivalent via swapping.
if (isa<CmpInst>(A.Inst) && isa<CmpInst>(B.Inst)) {
if (A.getPredicate() != B.getPredicate())
return false;
// If the predicates are the same via swap, make sure that the types are
// still the same.
auto ZippedTypes = zip(A.OperVals, B.OperVals);
return all_of(
ZippedTypes, [](std::tuple<llvm::Value *, llvm::Value *> R) {
return std::get<0>(R)->getType() == std::get<1>(R)->getType();
});
}
return false;
}
// Since any GEP Instruction operands after the first operand cannot be
// defined by a register, we must make sure that the operands after the first
// are the same in the two instructions
if (auto *GEP = dyn_cast<GetElementPtrInst>(A.Inst)) {
auto *OtherGEP = cast<GetElementPtrInst>(B.Inst);
// If the instructions do not have the same inbounds restrictions, we do
// not consider them the same.
if (GEP->isInBounds() != OtherGEP->isInBounds())
return false;
auto ZippedOperands = zip(GEP->indices(), OtherGEP->indices());
// We increment here since we do not care about the first instruction,
// we only care about the following operands since they must be the
// exact same to be considered similar.
return all_of(drop_begin(ZippedOperands),
[](std::tuple<llvm::Use &, llvm::Use &> R) {
return std::get<0>(R) == std::get<1>(R);
});
}
// If the instructions are functions, we make sure that the function name is
// the same. We already know that the types are since is isSameOperationAs is
// true.
if (isa<CallInst>(A.Inst) && isa<CallInst>(B.Inst)) {
CallInst *CIA = cast<CallInst>(A.Inst);
CallInst *CIB = cast<CallInst>(B.Inst);
if (getCalledFunctionName(*CIA).compare(getCalledFunctionName(*CIB)) != 0)
return false;
}
return true;
}
// TODO: This is the same as the MachineOutliner, and should be consolidated
// into the same interface.
void IRInstructionMapper::convertToUnsignedVec(
BasicBlock &BB, std::vector<IRInstructionData *> &InstrList,
std::vector<unsigned> &IntegerMapping) {
BasicBlock::iterator It = BB.begin();
std::vector<unsigned> IntegerMappingForBB;
std::vector<IRInstructionData *> InstrListForBB;
HaveLegalRange = false;
CanCombineWithPrevInstr = false;
AddedIllegalLastTime = true;
for (BasicBlock::iterator Et = BB.end(); It != Et; ++It) {
switch (InstClassifier.visit(*It)) {
case InstrType::Legal:
mapToLegalUnsigned(It, IntegerMappingForBB, InstrListForBB);
break;
case InstrType::Illegal:
mapToIllegalUnsigned(It, IntegerMappingForBB, InstrListForBB);
break;
case InstrType::Invisible:
AddedIllegalLastTime = false;
break;
}
}
if (HaveLegalRange) {
mapToIllegalUnsigned(It, IntegerMappingForBB, InstrListForBB, true);
for (IRInstructionData *ID : InstrListForBB)
this->IDL->push_back(*ID);
llvm::append_range(InstrList, InstrListForBB);
llvm::append_range(IntegerMapping, IntegerMappingForBB);
}
}
// TODO: This is the same as the MachineOutliner, and should be consolidated
// into the same interface.
unsigned IRInstructionMapper::mapToLegalUnsigned(
BasicBlock::iterator &It, std::vector<unsigned> &IntegerMappingForBB,
std::vector<IRInstructionData *> &InstrListForBB) {
// We added something legal, so we should unset the AddedLegalLastTime
// flag.
AddedIllegalLastTime = false;
// If we have at least two adjacent legal instructions (which may have
// invisible instructions in between), remember that.
if (CanCombineWithPrevInstr)
HaveLegalRange = true;
CanCombineWithPrevInstr = true;
// Get the integer for this instruction or give it the current
// LegalInstrNumber.
IRInstructionData *ID = allocateIRInstructionData(*It, true, *IDL);
InstrListForBB.push_back(ID);
// Add to the instruction list
bool WasInserted;
DenseMap<IRInstructionData *, unsigned, IRInstructionDataTraits>::iterator
ResultIt;
std::tie(ResultIt, WasInserted) =
InstructionIntegerMap.insert(std::make_pair(ID, LegalInstrNumber));
unsigned INumber = ResultIt->second;
// There was an insertion.
if (WasInserted)
LegalInstrNumber++;
IntegerMappingForBB.push_back(INumber);
// Make sure we don't overflow or use any integers reserved by the DenseMap.
assert(LegalInstrNumber < IllegalInstrNumber &&
"Instruction mapping overflow!");
assert(LegalInstrNumber != DenseMapInfo<unsigned>::getEmptyKey() &&
"Tried to assign DenseMap tombstone or empty key to instruction.");
assert(LegalInstrNumber != DenseMapInfo<unsigned>::getTombstoneKey() &&
"Tried to assign DenseMap tombstone or empty key to instruction.");
return INumber;
}
IRInstructionData *
IRInstructionMapper::allocateIRInstructionData(Instruction &I, bool Legality,
IRInstructionDataList &IDL) {
return new (InstDataAllocator->Allocate()) IRInstructionData(I, Legality, IDL);
}
IRInstructionDataList *
IRInstructionMapper::allocateIRInstructionDataList() {
return new (IDLAllocator->Allocate()) IRInstructionDataList();
}
// TODO: This is the same as the MachineOutliner, and should be consolidated
// into the same interface.
unsigned IRInstructionMapper::mapToIllegalUnsigned(
BasicBlock::iterator &It, std::vector<unsigned> &IntegerMappingForBB,
std::vector<IRInstructionData *> &InstrListForBB, bool End) {
// Can't combine an illegal instruction. Set the flag.
CanCombineWithPrevInstr = false;
// Only add one illegal number per range of legal numbers.
if (AddedIllegalLastTime)
return IllegalInstrNumber;
IRInstructionData *ID = nullptr;
if (!End)
ID = allocateIRInstructionData(*It, false, *IDL);
InstrListForBB.push_back(ID);
// Remember that we added an illegal number last time.
AddedIllegalLastTime = true;
unsigned INumber = IllegalInstrNumber;
IntegerMappingForBB.push_back(IllegalInstrNumber--);
assert(LegalInstrNumber < IllegalInstrNumber &&
"Instruction mapping overflow!");
assert(IllegalInstrNumber != DenseMapInfo<unsigned>::getEmptyKey() &&
"IllegalInstrNumber cannot be DenseMap tombstone or empty key!");
assert(IllegalInstrNumber != DenseMapInfo<unsigned>::getTombstoneKey() &&
"IllegalInstrNumber cannot be DenseMap tombstone or empty key!");
return INumber;
}
IRSimilarityCandidate::IRSimilarityCandidate(unsigned StartIdx, unsigned Len,
IRInstructionData *FirstInstIt,
IRInstructionData *LastInstIt)
: StartIdx(StartIdx), Len(Len) {
assert(FirstInstIt != nullptr && "Instruction is nullptr!");
assert(LastInstIt != nullptr && "Instruction is nullptr!");
assert(StartIdx + Len > StartIdx &&
"Overflow for IRSimilarityCandidate range?");
assert(Len - 1 == static_cast<unsigned>(std::distance(
iterator(FirstInstIt), iterator(LastInstIt))) &&
"Length of the first and last IRInstructionData do not match the "
"given length");
// We iterate over the given instructions, and map each unique value
// to a unique number in the IRSimilarityCandidate ValueToNumber and
// NumberToValue maps. A constant get its own value globally, the individual
// uses of the constants are not considered to be unique.
//
// IR: Mapping Added:
// %add1 = add i32 %a, c1 %add1 -> 3, %a -> 1, c1 -> 2
// %add2 = add i32 %a, %1 %add2 -> 4
// %add3 = add i32 c2, c1 %add3 -> 6, c2 -> 5
//
// when replace with global values, starting from 1, would be
//
// 3 = add i32 1, 2
// 4 = add i32 1, 3
// 6 = add i32 5, 2
unsigned LocalValNumber = 1;
IRInstructionDataList::iterator ID = iterator(*FirstInstIt);
for (unsigned Loc = StartIdx; Loc < StartIdx + Len; Loc++, ID++) {
// Map the operand values to an unsigned integer if it does not already
// have an unsigned integer assigned to it.
for (Value *Arg : ID->OperVals)
if (ValueToNumber.find(Arg) == ValueToNumber.end()) {
ValueToNumber.try_emplace(Arg, LocalValNumber);
NumberToValue.try_emplace(LocalValNumber, Arg);
LocalValNumber++;
}
// Mapping the instructions to an unsigned integer if it is not already
// exist in the mapping.
if (ValueToNumber.find(ID->Inst) == ValueToNumber.end()) {
ValueToNumber.try_emplace(ID->Inst, LocalValNumber);
NumberToValue.try_emplace(LocalValNumber, ID->Inst);
LocalValNumber++;
}
}
// Setting the first and last instruction data pointers for the candidate. If
// we got through the entire for loop without hitting an assert, we know
// that both of these instructions are not nullptrs.
FirstInst = FirstInstIt;
LastInst = LastInstIt;
}
bool IRSimilarityCandidate::isSimilar(const IRSimilarityCandidate &A,
const IRSimilarityCandidate &B) {
if (A.getLength() != B.getLength())
return false;
auto InstrDataForBoth =
zip(make_range(A.begin(), A.end()), make_range(B.begin(), B.end()));
return all_of(InstrDataForBoth,
[](std::tuple<IRInstructionData &, IRInstructionData &> R) {
IRInstructionData &A = std::get<0>(R);
IRInstructionData &B = std::get<1>(R);
if (!A.Legal || !B.Legal)
return false;
return isClose(A, B);
});
}
/// Determine if one or more of the assigned global value numbers for the
/// operands in \p TargetValueNumbers is in the current mapping set for operand
/// numbers in \p SourceOperands. The set of possible corresponding global
/// value numbers are replaced with the most recent version of compatible
/// values.
///
/// \param [in] SourceValueToNumberMapping - The mapping of a Value to global
/// value number for the source IRInstructionCandidate.
/// \param [in, out] CurrentSrcTgtNumberMapping - The current mapping of source
/// IRSimilarityCandidate global value numbers to a set of possible numbers in
/// the target.
/// \param [in] SourceOperands - The operands in the original
/// IRSimilarityCandidate in the current instruction.
/// \param [in] TargetValueNumbers - The global value numbers of the operands in
/// the corresponding Instruction in the other IRSimilarityCandidate.
/// \returns true if there exists a possible mapping between the source
/// Instruction operands and the target Instruction operands, and false if not.
static bool checkNumberingAndReplaceCommutative(
const DenseMap<Value *, unsigned> &SourceValueToNumberMapping,
DenseMap<unsigned, DenseSet<unsigned>> &CurrentSrcTgtNumberMapping,
ArrayRef<Value *> &SourceOperands,
DenseSet<unsigned> &TargetValueNumbers){
DenseMap<unsigned, DenseSet<unsigned>>::iterator ValueMappingIt;
unsigned ArgVal;
bool WasInserted;
// Iterate over the operands in the source IRSimilarityCandidate to determine
// whether there exists an operand in the other IRSimilarityCandidate that
// creates a valid mapping of Value to Value between the
// IRSimilarityCaniddates.
for (Value *V : SourceOperands) {
ArgVal = SourceValueToNumberMapping.find(V)->second;
std::tie(ValueMappingIt, WasInserted) = CurrentSrcTgtNumberMapping.insert(
std::make_pair(ArgVal, TargetValueNumbers));
// Instead of finding a current mapping, we inserted a set. This means a
// mapping did not exist for the source Instruction operand, it has no
// current constraints we need to check.
if (WasInserted)
continue;
// If a mapping already exists for the source operand to the values in the
// other IRSimilarityCandidate we need to iterate over the items in other
// IRSimilarityCandidate's Instruction to determine whether there is a valid
// mapping of Value to Value.
DenseSet<unsigned> NewSet;
for (unsigned &Curr : ValueMappingIt->second)
// If we can find the value in the mapping, we add it to the new set.
if (TargetValueNumbers.contains(Curr))
NewSet.insert(Curr);
// If we could not find a Value, return 0.
if (NewSet.empty())
return false;
// Otherwise replace the old mapping with the newly constructed one.
if (NewSet.size() != ValueMappingIt->second.size())
ValueMappingIt->second.swap(NewSet);
// We have reached no conclusions about the mapping, and cannot remove
// any items from the other operands, so we move to check the next operand.
if (ValueMappingIt->second.size() != 1)
continue;
unsigned ValToRemove = *ValueMappingIt->second.begin();
// When there is only one item left in the mapping for and operand, remove
// the value from the other operands. If it results in there being no
// mapping, return false, it means the mapping is wrong
for (Value *InnerV : SourceOperands) {
if (V == InnerV)
continue;
unsigned InnerVal = SourceValueToNumberMapping.find(InnerV)->second;
ValueMappingIt = CurrentSrcTgtNumberMapping.find(InnerVal);
if (ValueMappingIt == CurrentSrcTgtNumberMapping.end())
continue;
ValueMappingIt->second.erase(ValToRemove);
if (ValueMappingIt->second.empty())
return false;
}
}
return true;
}
/// Determine if operand number \p TargetArgVal is in the current mapping set
/// for operand number \p SourceArgVal.
///
/// \param [in, out] CurrentSrcTgtNumberMapping current mapping of global
/// value numbers from source IRSimilarityCandidate to target
/// IRSimilarityCandidate.
/// \param [in] SourceArgVal The global value number for an operand in the
/// in the original candidate.
/// \param [in] TargetArgVal The global value number for the corresponding
/// operand in the other candidate.
/// \returns True if there exists a mapping and false if not.
bool checkNumberingAndReplace(
DenseMap<unsigned, DenseSet<unsigned>> &CurrentSrcTgtNumberMapping,
unsigned SourceArgVal, unsigned TargetArgVal) {
// We are given two unsigned integers representing the global values of
// the operands in different IRSimilarityCandidates and a current mapping
// between the two.
//
// Source Operand GVN: 1
// Target Operand GVN: 2
// CurrentMapping: {1: {1, 2}}
//
// Since we have mapping, and the target operand is contained in the set, we
// update it to:
// CurrentMapping: {1: {2}}
// and can return true. But, if the mapping was
// CurrentMapping: {1: {3}}
// we would return false.
bool WasInserted;
DenseMap<unsigned, DenseSet<unsigned>>::iterator Val;
std::tie(Val, WasInserted) = CurrentSrcTgtNumberMapping.insert(
std::make_pair(SourceArgVal, DenseSet<unsigned>({TargetArgVal})));
// If we created a new mapping, then we are done.
if (WasInserted)
return true;
// If there is more than one option in the mapping set, and the target value
// is included in the mapping set replace that set with one that only includes
// the target value, as it is the only valid mapping via the non commutative
// instruction.
DenseSet<unsigned> &TargetSet = Val->second;
if (TargetSet.size() > 1 && TargetSet.contains(TargetArgVal)) {
TargetSet.clear();
TargetSet.insert(TargetArgVal);
return true;
}
// Return true if we can find the value in the set.
return TargetSet.contains(TargetArgVal);
}
bool IRSimilarityCandidate::compareNonCommutativeOperandMapping(
OperandMapping A, OperandMapping B) {
// Iterators to keep track of where we are in the operands for each
// Instruction.
ArrayRef<Value *>::iterator VItA = A.OperVals.begin();
ArrayRef<Value *>::iterator VItB = B.OperVals.begin();
unsigned OperandLength = A.OperVals.size();
// For each operand, get the value numbering and ensure it is consistent.
for (unsigned Idx = 0; Idx < OperandLength; Idx++, VItA++, VItB++) {
unsigned OperValA = A.IRSC.ValueToNumber.find(*VItA)->second;
unsigned OperValB = B.IRSC.ValueToNumber.find(*VItB)->second;
// Attempt to add a set with only the target value. If there is no mapping
// we can create it here.
//
// For an instruction like a subtraction:
// IRSimilarityCandidateA: IRSimilarityCandidateB:
// %resultA = sub %a, %b %resultB = sub %d, %e
//
// We map %a -> %d and %b -> %e.
//
// And check to see whether their mapping is consistent in
// checkNumberingAndReplace.
if (!checkNumberingAndReplace(A.ValueNumberMapping, OperValA, OperValB))
return false;
if (!checkNumberingAndReplace(B.ValueNumberMapping, OperValB, OperValA))
return false;
}
return true;
}
bool IRSimilarityCandidate::compareCommutativeOperandMapping(
OperandMapping A, OperandMapping B) {
DenseSet<unsigned> ValueNumbersA;
DenseSet<unsigned> ValueNumbersB;
ArrayRef<Value *>::iterator VItA = A.OperVals.begin();
ArrayRef<Value *>::iterator VItB = B.OperVals.begin();
unsigned OperandLength = A.OperVals.size();
// Find the value number sets for the operands.
for (unsigned Idx = 0; Idx < OperandLength;
Idx++, VItA++, VItB++) {
ValueNumbersA.insert(A.IRSC.ValueToNumber.find(*VItA)->second);
ValueNumbersB.insert(B.IRSC.ValueToNumber.find(*VItB)->second);
}
// Iterate over the operands in the first IRSimilarityCandidate and make sure
// there exists a possible mapping with the operands in the second
// IRSimilarityCandidate.
if (!checkNumberingAndReplaceCommutative(A.IRSC.ValueToNumber,
A.ValueNumberMapping, A.OperVals,
ValueNumbersB))
return false;
// Iterate over the operands in the second IRSimilarityCandidate and make sure
// there exists a possible mapping with the operands in the first
// IRSimilarityCandidate.
if (!checkNumberingAndReplaceCommutative(B.IRSC.ValueToNumber,
B.ValueNumberMapping, B.OperVals,
ValueNumbersA))
return false;
return true;
}
bool IRSimilarityCandidate::compareStructure(const IRSimilarityCandidate &A,
const IRSimilarityCandidate &B) {
if (A.getLength() != B.getLength())
return false;
if (A.ValueToNumber.size() != B.ValueToNumber.size())
return false;
iterator ItA = A.begin();
iterator ItB = B.begin();
// These sets create a create a mapping between the values in one candidate
// to values in the other candidate. If we create a set with one element,
// and that same element maps to the original element in the candidate
// we have a good mapping.
DenseMap<unsigned, DenseSet<unsigned>> ValueNumberMappingA;
DenseMap<unsigned, DenseSet<unsigned>> ValueNumberMappingB;
DenseMap<unsigned, DenseSet<unsigned>>::iterator ValueMappingIt;
bool WasInserted;
// Iterate over the instructions contained in each candidate
unsigned SectionLength = A.getStartIdx() + A.getLength();
for (unsigned Loc = A.getStartIdx(); Loc < SectionLength;
ItA++, ItB++, Loc++) {
// Make sure the instructions are similar to one another.
if (!isClose(*ItA, *ItB))
return false;
Instruction *IA = ItA->Inst;
Instruction *IB = ItB->Inst;
if (!ItA->Legal || !ItB->Legal)
return false;
// Get the operand sets for the instructions.
ArrayRef<Value *> OperValsA = ItA->OperVals;
ArrayRef<Value *> OperValsB = ItB->OperVals;
unsigned InstValA = A.ValueToNumber.find(IA)->second;
unsigned InstValB = B.ValueToNumber.find(IB)->second;
// Ensure that the mappings for the instructions exists.
std::tie(ValueMappingIt, WasInserted) = ValueNumberMappingA.insert(
std::make_pair(InstValA, DenseSet<unsigned>({InstValB})));
if (!WasInserted && !ValueMappingIt->second.contains(InstValB))
return false;
std::tie(ValueMappingIt, WasInserted) = ValueNumberMappingB.insert(
std::make_pair(InstValB, DenseSet<unsigned>({InstValA})));
if (!WasInserted && !ValueMappingIt->second.contains(InstValA))
return false;
// We have different paths for commutative instructions and non-commutative
// instructions since commutative instructions could allow multiple mappings
// to certain values.
if (IA->isCommutative() && !isa<FPMathOperator>(IA)) {
if (!compareCommutativeOperandMapping(
{A, OperValsA, ValueNumberMappingA},
{B, OperValsB, ValueNumberMappingB}))
return false;
continue;
}
// Handle the non-commutative cases.
if (!compareNonCommutativeOperandMapping(
{A, OperValsA, ValueNumberMappingA},
{B, OperValsB, ValueNumberMappingB}))
return false;
}
return true;
}
bool IRSimilarityCandidate::overlap(const IRSimilarityCandidate &A,
const IRSimilarityCandidate &B) {
auto DoesOverlap = [](const IRSimilarityCandidate &X,
const IRSimilarityCandidate &Y) {
// Check:
// XXXXXX X starts before Y ends
// YYYYYYY Y starts after X starts
return X.StartIdx <= Y.getEndIdx() && Y.StartIdx >= X.StartIdx;
};
return DoesOverlap(A, B) || DoesOverlap(B, A);
}
void IRSimilarityIdentifier::populateMapper(
Module &M, std::vector<IRInstructionData *> &InstrList,
std::vector<unsigned> &IntegerMapping) {
std::vector<IRInstructionData *> InstrListForModule;
std::vector<unsigned> IntegerMappingForModule;
// Iterate over the functions in the module to map each Instruction in each
// BasicBlock to an unsigned integer.
for (Function &F : M) {
if (F.empty())
continue;
for (BasicBlock &BB : F) {
if (BB.sizeWithoutDebug() < 2)
continue;
// BB has potential to have similarity since it has a size greater than 2
// and can therefore match other regions greater than 2. Map it to a list
// of unsigned integers.
Mapper.convertToUnsignedVec(BB, InstrListForModule,
IntegerMappingForModule);
}
}
// Insert the InstrListForModule at the end of the overall InstrList so that
// we can have a long InstrList for the entire set of Modules being analyzed.
llvm::append_range(InstrList, InstrListForModule);
// Do the same as above, but for IntegerMapping.
llvm::append_range(IntegerMapping, IntegerMappingForModule);
}
void IRSimilarityIdentifier::populateMapper(
ArrayRef<std::unique_ptr<Module>> &Modules,
std::vector<IRInstructionData *> &InstrList,
std::vector<unsigned> &IntegerMapping) {
// Iterate over, and map the instructions in each module.
for (const std::unique_ptr<Module> &M : Modules)
populateMapper(*M, InstrList, IntegerMapping);
}
/// From a repeated subsequence, find all the different instances of the
/// subsequence from the \p InstrList, and create an IRSimilarityCandidate from
/// the IRInstructionData in subsequence.
///
/// \param [in] Mapper - The instruction mapper for sanity checks.
/// \param [in] InstrList - The vector that holds the instruction data.
/// \param [in] IntegerMapping - The vector that holds the mapped integers.
/// \param [out] CandsForRepSubstring - The vector to store the generated
/// IRSimilarityCandidates.
static void createCandidatesFromSuffixTree(
const IRInstructionMapper& Mapper, std::vector<IRInstructionData *> &InstrList,
std::vector<unsigned> &IntegerMapping, SuffixTree::RepeatedSubstring &RS,
std::vector<IRSimilarityCandidate> &CandsForRepSubstring) {
unsigned StringLen = RS.Length;
// Create an IRSimilarityCandidate for instance of this subsequence \p RS.
for (const unsigned &StartIdx : RS.StartIndices) {
unsigned EndIdx = StartIdx + StringLen - 1;
// Check that this subsequence does not contain an illegal instruction.
bool ContainsIllegal = false;
for (unsigned CurrIdx = StartIdx; CurrIdx <= EndIdx; CurrIdx++) {
unsigned Key = IntegerMapping[CurrIdx];
if (Key > Mapper.IllegalInstrNumber) {
ContainsIllegal = true;
break;
}
}
// If we have an illegal instruction, we should not create an
// IRSimilarityCandidate for this region.
if (ContainsIllegal)
continue;
// We are getting iterators to the instructions in this region of code
// by advancing the start and end indices from the start of the
// InstrList.
std::vector<IRInstructionData *>::iterator StartIt = InstrList.begin();
std::advance(StartIt, StartIdx);
std::vector<IRInstructionData *>::iterator EndIt = InstrList.begin();
std::advance(EndIt, EndIdx);
CandsForRepSubstring.emplace_back(StartIdx, StringLen, *StartIt, *EndIt);
}
}
/// From the list of IRSimilarityCandidates, perform a comparison between each
/// IRSimilarityCandidate to determine if there are overlapping
/// IRInstructionData, or if they do not have the same structure.
///
/// \param [in] CandsForRepSubstring - The vector containing the
/// IRSimilarityCandidates.
/// \param [out] StructuralGroups - the mapping of unsigned integers to vector
/// of IRSimilarityCandidates where each of the IRSimilarityCandidates in the
/// vector are structurally similar to one another.
static void findCandidateStructures(
std::vector<IRSimilarityCandidate> &CandsForRepSubstring,
DenseMap<unsigned, SimilarityGroup> &StructuralGroups) {
std::vector<IRSimilarityCandidate>::iterator CandIt, CandEndIt, InnerCandIt,
InnerCandEndIt;
// IRSimilarityCandidates each have a structure for operand use. It is
// possible that two instances of the same subsequences have different
// structure. Each type of structure found is assigned a number. This
// DenseMap maps an IRSimilarityCandidate to which type of similarity
// discovered it fits within.
DenseMap<IRSimilarityCandidate *, unsigned> CandToGroup;
// Find the compatibility from each candidate to the others to determine
// which candidates overlap and which have the same structure by mapping
// each structure to a different group.
bool SameStructure;
bool Inserted;
unsigned CurrentGroupNum = 0;
unsigned OuterGroupNum;
DenseMap<IRSimilarityCandidate *, unsigned>::iterator CandToGroupIt;
DenseMap<IRSimilarityCandidate *, unsigned>::iterator CandToGroupItInner;
DenseMap<unsigned, SimilarityGroup>::iterator CurrentGroupPair;
// Iterate over the candidates to determine its structural and overlapping
// compatibility with other instructions
for (CandIt = CandsForRepSubstring.begin(),
CandEndIt = CandsForRepSubstring.end();
CandIt != CandEndIt; CandIt++) {
// Determine if it has an assigned structural group already.
CandToGroupIt = CandToGroup.find(&*CandIt);
if (CandToGroupIt == CandToGroup.end()) {
// If not, we assign it one, and add it to our mapping.
std::tie(CandToGroupIt, Inserted) =
CandToGroup.insert(std::make_pair(&*CandIt, CurrentGroupNum++));
}
// Get the structural group number from the iterator.
OuterGroupNum = CandToGroupIt->second;
// Check if we already have a list of IRSimilarityCandidates for the current
// structural group. Create one if one does not exist.
CurrentGroupPair = StructuralGroups.find(OuterGroupNum);
if (CurrentGroupPair == StructuralGroups.end())
std::tie(CurrentGroupPair, Inserted) = StructuralGroups.insert(
std::make_pair(OuterGroupNum, SimilarityGroup({*CandIt})));
// Iterate over the IRSimilarityCandidates following the current
// IRSimilarityCandidate in the list to determine whether the two
// IRSimilarityCandidates are compatible. This is so we do not repeat pairs
// of IRSimilarityCandidates.
for (InnerCandIt = std::next(CandIt),
InnerCandEndIt = CandsForRepSubstring.end();
InnerCandIt != InnerCandEndIt; InnerCandIt++) {
// We check if the inner item has a group already, if it does, we skip it.
CandToGroupItInner = CandToGroup.find(&*InnerCandIt);
if (CandToGroupItInner != CandToGroup.end())
continue;
// Otherwise we determine if they have the same structure and add it to
// vector if they match.
SameStructure =
IRSimilarityCandidate::compareStructure(*CandIt, *InnerCandIt);
if (!SameStructure)
continue;
CandToGroup.insert(std::make_pair(&*InnerCandIt, OuterGroupNum));
CurrentGroupPair->second.push_back(*InnerCandIt);
}
}
}
void IRSimilarityIdentifier::findCandidates(
std::vector<IRInstructionData *> &InstrList,
std::vector<unsigned> &IntegerMapping) {
SuffixTree ST(IntegerMapping);
std::vector<IRSimilarityCandidate> CandsForRepSubstring;
std::vector<SimilarityGroup> NewCandidateGroups;
DenseMap<unsigned, SimilarityGroup> StructuralGroups;
// Iterate over the subsequences found by the Suffix Tree to create
// IRSimilarityCandidates for each repeated subsequence and determine which
// instances are structurally similar to one another.
for (SuffixTree::RepeatedSubstring &RS : ST) {
createCandidatesFromSuffixTree(Mapper, InstrList, IntegerMapping, RS,
CandsForRepSubstring);
if (CandsForRepSubstring.size() < 2)
continue;
findCandidateStructures(CandsForRepSubstring, StructuralGroups);
for (std::pair<unsigned, SimilarityGroup> &Group : StructuralGroups)
// We only add the group if it contains more than one
// IRSimilarityCandidate. If there is only one, that means there is no
// other repeated subsequence with the same structure.
if (Group.second.size() > 1)
SimilarityCandidates->push_back(Group.second);
CandsForRepSubstring.clear();
StructuralGroups.clear();
NewCandidateGroups.clear();
}
}
SimilarityGroupList &IRSimilarityIdentifier::findSimilarity(
ArrayRef<std::unique_ptr<Module>> Modules) {
resetSimilarityCandidates();
std::vector<IRInstructionData *> InstrList;
std::vector<unsigned> IntegerMapping;
populateMapper(Modules, InstrList, IntegerMapping);
findCandidates(InstrList, IntegerMapping);
return SimilarityCandidates.getValue();
}
SimilarityGroupList &IRSimilarityIdentifier::findSimilarity(Module &M) {
resetSimilarityCandidates();
std::vector<IRInstructionData *> InstrList;
std::vector<unsigned> IntegerMapping;
populateMapper(M, InstrList, IntegerMapping);
findCandidates(InstrList, IntegerMapping);
return SimilarityCandidates.getValue();
}
INITIALIZE_PASS(IRSimilarityIdentifierWrapperPass, "ir-similarity-identifier",
"ir-similarity-identifier", false, true)
IRSimilarityIdentifierWrapperPass::IRSimilarityIdentifierWrapperPass()
: ModulePass(ID) {
initializeIRSimilarityIdentifierWrapperPassPass(
*PassRegistry::getPassRegistry());
}
bool IRSimilarityIdentifierWrapperPass::doInitialization(Module &M) {
IRSI.reset(new IRSimilarityIdentifier());
return false;
}
bool IRSimilarityIdentifierWrapperPass::doFinalization(Module &M) {
IRSI.reset();
return false;
}
bool IRSimilarityIdentifierWrapperPass::runOnModule(Module &M) {
IRSI->findSimilarity(M);
return false;
}
AnalysisKey IRSimilarityAnalysis::Key;
IRSimilarityIdentifier IRSimilarityAnalysis::run(Module &M,
ModuleAnalysisManager &) {
auto IRSI = IRSimilarityIdentifier();
IRSI.findSimilarity(M);
return IRSI;
}
PreservedAnalyses
IRSimilarityAnalysisPrinterPass::run(Module &M, ModuleAnalysisManager &AM) {
IRSimilarityIdentifier &IRSI = AM.getResult<IRSimilarityAnalysis>(M);
Optional<SimilarityGroupList> &SimilarityCandidatesOpt = IRSI.getSimilarity();
for (std::vector<IRSimilarityCandidate> &CandVec : *SimilarityCandidatesOpt) {
OS << CandVec.size() << " candidates of length "
<< CandVec.begin()->getLength() << ". Found in: \n";
for (IRSimilarityCandidate &Cand : CandVec) {
OS << " Function: " << Cand.front()->Inst->getFunction()->getName().str()
<< ", Basic Block: ";
if (Cand.front()->Inst->getParent()->getName().str() == "")
OS << "(unnamed)";
else
OS << Cand.front()->Inst->getParent()->getName().str();
OS << "\n Start Instruction: ";
Cand.frontInstruction()->print(OS);
OS << "\n End Instruction: ";
Cand.backInstruction()->print(OS);
OS << "\n";
}
}
return PreservedAnalyses::all();
}
char IRSimilarityIdentifierWrapperPass::ID = 0;