//===- ConstraintSytem.cpp - A system of linear constraints. ----*- C++ -*-===// // // 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 // //===----------------------------------------------------------------------===// #include "llvm/Analysis/ConstraintSystem.h" #include "llvm/ADT/SmallVector.h" #include "llvm/Support/MathExtras.h" #include "llvm/ADT/StringExtras.h" #include "llvm/IR/Value.h" #include "llvm/Support/Debug.h" #include using namespace llvm; #define DEBUG_TYPE "constraint-system" bool ConstraintSystem::eliminateUsingFM() { // Implementation of Fourier–Motzkin elimination, with some tricks from the // paper Pugh, William. "The Omega test: a fast and practical integer // programming algorithm for dependence // analysis." // Supercomputing'91: Proceedings of the 1991 ACM/ // IEEE conference on Supercomputing. IEEE, 1991. assert(!Constraints.empty() && "should only be called for non-empty constraint systems"); unsigned LastIdx = NumVariables - 1; // First, either remove the variable in place if it is 0 or add the row to // RemainingRows and remove it from the system. SmallVector, 4> RemainingRows; for (unsigned R1 = 0; R1 < Constraints.size();) { SmallVector &Row1 = Constraints[R1]; if (getLastCoefficient(Row1, LastIdx) == 0) { if (Row1.size() > 0 && Row1.back().Id == LastIdx) Row1.pop_back(); R1++; } else { std::swap(Constraints[R1], Constraints.back()); RemainingRows.push_back(std::move(Constraints.back())); Constraints.pop_back(); } } // Process rows where the variable is != 0. unsigned NumRemainingConstraints = RemainingRows.size(); for (unsigned R1 = 0; R1 < NumRemainingConstraints; R1++) { // FIXME do not use copy for (unsigned R2 = R1 + 1; R2 < NumRemainingConstraints; R2++) { if (R1 == R2) continue; int64_t UpperLast = getLastCoefficient(RemainingRows[R2], LastIdx); int64_t LowerLast = getLastCoefficient(RemainingRows[R1], LastIdx); assert( UpperLast != 0 && LowerLast != 0 && "RemainingRows should only contain rows where the variable is != 0"); if ((LowerLast < 0 && UpperLast < 0) || (LowerLast > 0 && UpperLast > 0)) continue; unsigned LowerR = R1; unsigned UpperR = R2; if (UpperLast < 0) { std::swap(LowerR, UpperR); std::swap(LowerLast, UpperLast); } SmallVector NR; unsigned IdxUpper = 0; unsigned IdxLower = 0; auto &LowerRow = RemainingRows[LowerR]; auto &UpperRow = RemainingRows[UpperR]; while (true) { if (IdxUpper >= UpperRow.size() || IdxLower >= LowerRow.size()) break; int64_t M1, M2, N; int64_t UpperV = 0; int64_t LowerV = 0; uint16_t CurrentId = std::numeric_limits::max(); if (IdxUpper < UpperRow.size()) { CurrentId = std::min(UpperRow[IdxUpper].Id, CurrentId); } if (IdxLower < LowerRow.size()) { CurrentId = std::min(LowerRow[IdxLower].Id, CurrentId); } if (IdxUpper < UpperRow.size() && UpperRow[IdxUpper].Id == CurrentId) { UpperV = UpperRow[IdxUpper].Coefficient; IdxUpper++; } if (MulOverflow(UpperV, -1 * LowerLast, M1)) return false; if (IdxLower < LowerRow.size() && LowerRow[IdxLower].Id == CurrentId) { LowerV = LowerRow[IdxLower].Coefficient; IdxLower++; } if (MulOverflow(LowerV, UpperLast, M2)) return false; if (AddOverflow(M1, M2, N)) return false; if (N == 0) continue; NR.emplace_back(N, CurrentId); } if (NR.empty()) continue; Constraints.push_back(std::move(NR)); // Give up if the new system gets too big. if (Constraints.size() > 500) return false; } } NumVariables -= 1; return true; } bool ConstraintSystem::mayHaveSolutionImpl() { while (!Constraints.empty() && NumVariables > 1) { if (!eliminateUsingFM()) return true; } if (Constraints.empty() || NumVariables > 1) return true; return all_of(Constraints, [](auto &R) { if (R.empty()) return true; if (R[0].Id == 0) return R[0].Coefficient >= 0; return true; }); } SmallVector ConstraintSystem::getVarNamesList() const { SmallVector Names(Value2Index.size(), ""); #ifndef NDEBUG for (auto &[V, Index] : Value2Index) { std::string OperandName; if (V->getName().empty()) OperandName = V->getNameOrAsOperand(); else OperandName = std::string("%") + V->getName().str(); Names[Index - 1] = OperandName; } #endif return Names; } void ConstraintSystem::dump() const { #ifndef NDEBUG if (Constraints.empty()) return; SmallVector Names = getVarNamesList(); for (const auto &Row : Constraints) { SmallVector Parts; for (const Entry &E : Row) { if (E.Id >= NumVariables) break; if (E.Id == 0) continue; std::string Coefficient; if (E.Coefficient != 1) Coefficient = std::to_string(E.Coefficient) + " * "; Parts.push_back(Coefficient + Names[E.Id - 1]); } // assert(!Parts.empty() && "need to have at least some parts"); int64_t ConstPart = 0; if (Row[0].Id == 0) ConstPart = Row[0].Coefficient; LLVM_DEBUG(dbgs() << join(Parts, std::string(" + ")) << " <= " << std::to_string(ConstPart) << "\n"); } #endif } bool ConstraintSystem::mayHaveSolution() { LLVM_DEBUG(dbgs() << "---\n"); LLVM_DEBUG(dump()); bool HasSolution = mayHaveSolutionImpl(); LLVM_DEBUG(dbgs() << (HasSolution ? "sat" : "unsat") << "\n"); return HasSolution; } bool ConstraintSystem::isConditionImplied(SmallVector R) const { // If all variable coefficients are 0, we have 'C >= 0'. If the constant is >= // 0, R is always true, regardless of the system. if (all_of(ArrayRef(R).drop_front(1), [](int64_t C) { return C == 0; })) return R[0] >= 0; // If there is no solution with the negation of R added to the system, the // condition must hold based on the existing constraints. R = ConstraintSystem::negate(R); if (R.empty()) return false; auto NewSystem = *this; NewSystem.addVariableRow(R); return !NewSystem.mayHaveSolution(); }