1cde4d5a6SJacques Pienaar //===- ModuleTranslation.cpp - MLIR to LLVM conversion --------------------===//
25d7231d8SStephan Herhut //
356222a06SMehdi Amini // Part of the MLIR Project, under the Apache License v2.0 with LLVM Exceptions.
456222a06SMehdi Amini // See https://llvm.org/LICENSE.txt for license information.
556222a06SMehdi Amini // SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
65d7231d8SStephan Herhut //
756222a06SMehdi Amini //===----------------------------------------------------------------------===//
85d7231d8SStephan Herhut //
95d7231d8SStephan Herhut // This file implements the translation between an MLIR LLVM dialect module and
105d7231d8SStephan Herhut // the corresponding LLVMIR module. It only handles core LLVM IR operations.
115d7231d8SStephan Herhut //
125d7231d8SStephan Herhut //===----------------------------------------------------------------------===//
135d7231d8SStephan Herhut 
145d7231d8SStephan Herhut #include "mlir/Target/LLVMIR/ModuleTranslation.h"
155d7231d8SStephan Herhut 
16ba0fa925SRiver Riddle #include "mlir/Dialect/LLVMIR/LLVMDialect.h"
175d7231d8SStephan Herhut #include "mlir/IR/Attributes.h"
185d7231d8SStephan Herhut #include "mlir/IR/Module.h"
195d7231d8SStephan Herhut #include "mlir/Support/LLVM.h"
205d7231d8SStephan Herhut 
215d7231d8SStephan Herhut #include "llvm/ADT/SetVector.h"
225d7231d8SStephan Herhut #include "llvm/IR/BasicBlock.h"
235d7231d8SStephan Herhut #include "llvm/IR/Constants.h"
245d7231d8SStephan Herhut #include "llvm/IR/DerivedTypes.h"
255d7231d8SStephan Herhut #include "llvm/IR/IRBuilder.h"
265d7231d8SStephan Herhut #include "llvm/IR/LLVMContext.h"
275d7231d8SStephan Herhut #include "llvm/IR/Module.h"
285d7231d8SStephan Herhut #include "llvm/Transforms/Utils/Cloning.h"
295d7231d8SStephan Herhut 
302666b973SRiver Riddle using namespace mlir;
312666b973SRiver Riddle using namespace mlir::LLVM;
325d7231d8SStephan Herhut 
332666b973SRiver Riddle /// Create an LLVM IR constant of `llvmType` from the MLIR attribute `attr`.
342666b973SRiver Riddle /// This currently supports integer, floating point, splat and dense element
352666b973SRiver Riddle /// attributes and combinations thereof.  In case of error, report it to `loc`
362666b973SRiver Riddle /// and return nullptr.
375d7231d8SStephan Herhut llvm::Constant *ModuleTranslation::getLLVMConstant(llvm::Type *llvmType,
385d7231d8SStephan Herhut                                                    Attribute attr,
395d7231d8SStephan Herhut                                                    Location loc) {
4033a3a91bSChristian Sigg   if (!attr)
4133a3a91bSChristian Sigg     return llvm::UndefValue::get(llvmType);
425d7231d8SStephan Herhut   if (auto intAttr = attr.dyn_cast<IntegerAttr>())
435d7231d8SStephan Herhut     return llvm::ConstantInt::get(llvmType, intAttr.getValue());
445d7231d8SStephan Herhut   if (auto floatAttr = attr.dyn_cast<FloatAttr>())
455d7231d8SStephan Herhut     return llvm::ConstantFP::get(llvmType, floatAttr.getValue());
469b9c647cSRiver Riddle   if (auto funcAttr = attr.dyn_cast<FlatSymbolRefAttr>())
475d7231d8SStephan Herhut     return functionMapping.lookup(funcAttr.getValue());
485d7231d8SStephan Herhut   if (auto splatAttr = attr.dyn_cast<SplatElementsAttr>()) {
492f13df13SMLIR Team     auto *sequentialType = cast<llvm::SequentialType>(llvmType);
502f13df13SMLIR Team     auto elementType = sequentialType->getElementType();
512f13df13SMLIR Team     uint64_t numElements = sequentialType->getNumElements();
522f13df13SMLIR Team     auto *child = getLLVMConstant(elementType, splatAttr.getSplatValue(), loc);
532f13df13SMLIR Team     if (llvmType->isVectorTy())
542f13df13SMLIR Team       return llvm::ConstantVector::getSplat(numElements, child);
552f13df13SMLIR Team     if (llvmType->isArrayTy()) {
562f13df13SMLIR Team       auto arrayType = llvm::ArrayType::get(elementType, numElements);
572f13df13SMLIR Team       SmallVector<llvm::Constant *, 8> constants(numElements, child);
582f13df13SMLIR Team       return llvm::ConstantArray::get(arrayType, constants);
592f13df13SMLIR Team     }
605d7231d8SStephan Herhut   }
61d906f84bSRiver Riddle   if (auto elementsAttr = attr.dyn_cast<ElementsAttr>()) {
622f13df13SMLIR Team     auto *sequentialType = cast<llvm::SequentialType>(llvmType);
632f13df13SMLIR Team     auto elementType = sequentialType->getElementType();
642f13df13SMLIR Team     uint64_t numElements = sequentialType->getNumElements();
655d7231d8SStephan Herhut     SmallVector<llvm::Constant *, 8> constants;
665d7231d8SStephan Herhut     constants.reserve(numElements);
67d906f84bSRiver Riddle     for (auto n : elementsAttr.getValues<Attribute>()) {
682f13df13SMLIR Team       constants.push_back(getLLVMConstant(elementType, n, loc));
695d7231d8SStephan Herhut       if (!constants.back())
705d7231d8SStephan Herhut         return nullptr;
715d7231d8SStephan Herhut     }
722f13df13SMLIR Team     if (llvmType->isVectorTy())
735d7231d8SStephan Herhut       return llvm::ConstantVector::get(constants);
742f13df13SMLIR Team     if (llvmType->isArrayTy()) {
752f13df13SMLIR Team       auto arrayType = llvm::ArrayType::get(elementType, numElements);
762f13df13SMLIR Team       return llvm::ConstantArray::get(arrayType, constants);
772f13df13SMLIR Team     }
785d7231d8SStephan Herhut   }
79cb348dffSStephan Herhut   if (auto stringAttr = attr.dyn_cast<StringAttr>()) {
80cb348dffSStephan Herhut     return llvm::ConstantDataArray::get(
81cb348dffSStephan Herhut         llvmModule->getContext(), ArrayRef<char>{stringAttr.getValue().data(),
82cb348dffSStephan Herhut                                                  stringAttr.getValue().size()});
83cb348dffSStephan Herhut   }
84a4c3a645SRiver Riddle   emitError(loc, "unsupported constant value");
855d7231d8SStephan Herhut   return nullptr;
865d7231d8SStephan Herhut }
875d7231d8SStephan Herhut 
882666b973SRiver Riddle /// Convert MLIR integer comparison predicate to LLVM IR comparison predicate.
89ec82e1c9SAlex Zinenko static llvm::CmpInst::Predicate getLLVMCmpPredicate(ICmpPredicate p) {
905d7231d8SStephan Herhut   switch (p) {
91ec82e1c9SAlex Zinenko   case LLVM::ICmpPredicate::eq:
925d7231d8SStephan Herhut     return llvm::CmpInst::Predicate::ICMP_EQ;
93ec82e1c9SAlex Zinenko   case LLVM::ICmpPredicate::ne:
945d7231d8SStephan Herhut     return llvm::CmpInst::Predicate::ICMP_NE;
95ec82e1c9SAlex Zinenko   case LLVM::ICmpPredicate::slt:
965d7231d8SStephan Herhut     return llvm::CmpInst::Predicate::ICMP_SLT;
97ec82e1c9SAlex Zinenko   case LLVM::ICmpPredicate::sle:
985d7231d8SStephan Herhut     return llvm::CmpInst::Predicate::ICMP_SLE;
99ec82e1c9SAlex Zinenko   case LLVM::ICmpPredicate::sgt:
1005d7231d8SStephan Herhut     return llvm::CmpInst::Predicate::ICMP_SGT;
101ec82e1c9SAlex Zinenko   case LLVM::ICmpPredicate::sge:
1025d7231d8SStephan Herhut     return llvm::CmpInst::Predicate::ICMP_SGE;
103ec82e1c9SAlex Zinenko   case LLVM::ICmpPredicate::ult:
1045d7231d8SStephan Herhut     return llvm::CmpInst::Predicate::ICMP_ULT;
105ec82e1c9SAlex Zinenko   case LLVM::ICmpPredicate::ule:
1065d7231d8SStephan Herhut     return llvm::CmpInst::Predicate::ICMP_ULE;
107ec82e1c9SAlex Zinenko   case LLVM::ICmpPredicate::ugt:
1085d7231d8SStephan Herhut     return llvm::CmpInst::Predicate::ICMP_UGT;
109ec82e1c9SAlex Zinenko   case LLVM::ICmpPredicate::uge:
1105d7231d8SStephan Herhut     return llvm::CmpInst::Predicate::ICMP_UGE;
1115d7231d8SStephan Herhut   }
112e6365f3dSJacques Pienaar   llvm_unreachable("incorrect comparison predicate");
1135d7231d8SStephan Herhut }
1145d7231d8SStephan Herhut 
11548fdc8d7SNagy Mostafa static llvm::CmpInst::Predicate getLLVMCmpPredicate(FCmpPredicate p) {
11648fdc8d7SNagy Mostafa   switch (p) {
11748fdc8d7SNagy Mostafa   case LLVM::FCmpPredicate::_false:
11848fdc8d7SNagy Mostafa     return llvm::CmpInst::Predicate::FCMP_FALSE;
11948fdc8d7SNagy Mostafa   case LLVM::FCmpPredicate::oeq:
12048fdc8d7SNagy Mostafa     return llvm::CmpInst::Predicate::FCMP_OEQ;
12148fdc8d7SNagy Mostafa   case LLVM::FCmpPredicate::ogt:
12248fdc8d7SNagy Mostafa     return llvm::CmpInst::Predicate::FCMP_OGT;
12348fdc8d7SNagy Mostafa   case LLVM::FCmpPredicate::oge:
12448fdc8d7SNagy Mostafa     return llvm::CmpInst::Predicate::FCMP_OGE;
12548fdc8d7SNagy Mostafa   case LLVM::FCmpPredicate::olt:
12648fdc8d7SNagy Mostafa     return llvm::CmpInst::Predicate::FCMP_OLT;
12748fdc8d7SNagy Mostafa   case LLVM::FCmpPredicate::ole:
12848fdc8d7SNagy Mostafa     return llvm::CmpInst::Predicate::FCMP_OLE;
12948fdc8d7SNagy Mostafa   case LLVM::FCmpPredicate::one:
13048fdc8d7SNagy Mostafa     return llvm::CmpInst::Predicate::FCMP_ONE;
13148fdc8d7SNagy Mostafa   case LLVM::FCmpPredicate::ord:
13248fdc8d7SNagy Mostafa     return llvm::CmpInst::Predicate::FCMP_ORD;
13348fdc8d7SNagy Mostafa   case LLVM::FCmpPredicate::ueq:
13448fdc8d7SNagy Mostafa     return llvm::CmpInst::Predicate::FCMP_UEQ;
13548fdc8d7SNagy Mostafa   case LLVM::FCmpPredicate::ugt:
13648fdc8d7SNagy Mostafa     return llvm::CmpInst::Predicate::FCMP_UGT;
13748fdc8d7SNagy Mostafa   case LLVM::FCmpPredicate::uge:
13848fdc8d7SNagy Mostafa     return llvm::CmpInst::Predicate::FCMP_UGE;
13948fdc8d7SNagy Mostafa   case LLVM::FCmpPredicate::ult:
14048fdc8d7SNagy Mostafa     return llvm::CmpInst::Predicate::FCMP_ULT;
14148fdc8d7SNagy Mostafa   case LLVM::FCmpPredicate::ule:
14248fdc8d7SNagy Mostafa     return llvm::CmpInst::Predicate::FCMP_ULE;
14348fdc8d7SNagy Mostafa   case LLVM::FCmpPredicate::une:
14448fdc8d7SNagy Mostafa     return llvm::CmpInst::Predicate::FCMP_UNE;
14548fdc8d7SNagy Mostafa   case LLVM::FCmpPredicate::uno:
14648fdc8d7SNagy Mostafa     return llvm::CmpInst::Predicate::FCMP_UNO;
14748fdc8d7SNagy Mostafa   case LLVM::FCmpPredicate::_true:
14848fdc8d7SNagy Mostafa     return llvm::CmpInst::Predicate::FCMP_TRUE;
14948fdc8d7SNagy Mostafa   }
150e6365f3dSJacques Pienaar   llvm_unreachable("incorrect comparison predicate");
15148fdc8d7SNagy Mostafa }
15248fdc8d7SNagy Mostafa 
1532666b973SRiver Riddle /// Given a single MLIR operation, create the corresponding LLVM IR operation
1542666b973SRiver Riddle /// using the `builder`.  LLVM IR Builder does not have a generic interface so
1552666b973SRiver Riddle /// this has to be a long chain of `if`s calling different functions with a
1562666b973SRiver Riddle /// different number of arguments.
157baa1ec22SAlex Zinenko LogicalResult ModuleTranslation::convertOperation(Operation &opInst,
1585d7231d8SStephan Herhut                                                   llvm::IRBuilder<> &builder) {
1595d7231d8SStephan Herhut   auto extractPosition = [](ArrayAttr attr) {
1605d7231d8SStephan Herhut     SmallVector<unsigned, 4> position;
1615d7231d8SStephan Herhut     position.reserve(attr.size());
1625d7231d8SStephan Herhut     for (Attribute v : attr)
1635d7231d8SStephan Herhut       position.push_back(v.cast<IntegerAttr>().getValue().getZExtValue());
1645d7231d8SStephan Herhut     return position;
1655d7231d8SStephan Herhut   };
1665d7231d8SStephan Herhut 
167ba0fa925SRiver Riddle #include "mlir/Dialect/LLVMIR/LLVMConversions.inc"
1685d7231d8SStephan Herhut 
1695d7231d8SStephan Herhut   // Emit function calls.  If the "callee" attribute is present, this is a
1705d7231d8SStephan Herhut   // direct function call and we also need to look up the remapped function
1715d7231d8SStephan Herhut   // itself.  Otherwise, this is an indirect call and the callee is the first
1725d7231d8SStephan Herhut   // operand, look it up as a normal value.  Return the llvm::Value representing
1735d7231d8SStephan Herhut   // the function result, which may be of llvm::VoidTy type.
1745d7231d8SStephan Herhut   auto convertCall = [this, &builder](Operation &op) -> llvm::Value * {
1755d7231d8SStephan Herhut     auto operands = lookupValues(op.getOperands());
1765d7231d8SStephan Herhut     ArrayRef<llvm::Value *> operandsRef(operands);
1779b9c647cSRiver Riddle     if (auto attr = op.getAttrOfType<FlatSymbolRefAttr>("callee")) {
1785d7231d8SStephan Herhut       return builder.CreateCall(functionMapping.lookup(attr.getValue()),
1795d7231d8SStephan Herhut                                 operandsRef);
1805d7231d8SStephan Herhut     } else {
1815d7231d8SStephan Herhut       return builder.CreateCall(operandsRef.front(), operandsRef.drop_front());
1825d7231d8SStephan Herhut     }
1835d7231d8SStephan Herhut   };
1845d7231d8SStephan Herhut 
1855d7231d8SStephan Herhut   // Emit calls.  If the called function has a result, remap the corresponding
1865d7231d8SStephan Herhut   // value.  Note that LLVM IR dialect CallOp has either 0 or 1 result.
187d5b60ee8SRiver Riddle   if (isa<LLVM::CallOp>(opInst)) {
1885d7231d8SStephan Herhut     llvm::Value *result = convertCall(opInst);
1895d7231d8SStephan Herhut     if (opInst.getNumResults() != 0) {
1905d7231d8SStephan Herhut       valueMapping[opInst.getResult(0)] = result;
191baa1ec22SAlex Zinenko       return success();
1925d7231d8SStephan Herhut     }
1935d7231d8SStephan Herhut     // Check that LLVM call returns void for 0-result functions.
194baa1ec22SAlex Zinenko     return success(result->getType()->isVoidTy());
1955d7231d8SStephan Herhut   }
1965d7231d8SStephan Herhut 
1975d7231d8SStephan Herhut   // Emit branches.  We need to look up the remapped blocks and ignore the block
1985d7231d8SStephan Herhut   // arguments that were transformed into PHI nodes.
199c5ecf991SRiver Riddle   if (auto brOp = dyn_cast<LLVM::BrOp>(opInst)) {
2005d7231d8SStephan Herhut     builder.CreateBr(blockMapping[brOp.getSuccessor(0)]);
201baa1ec22SAlex Zinenko     return success();
2025d7231d8SStephan Herhut   }
203c5ecf991SRiver Riddle   if (auto condbrOp = dyn_cast<LLVM::CondBrOp>(opInst)) {
2045d7231d8SStephan Herhut     builder.CreateCondBr(valueMapping.lookup(condbrOp.getOperand(0)),
2055d7231d8SStephan Herhut                          blockMapping[condbrOp.getSuccessor(0)],
2065d7231d8SStephan Herhut                          blockMapping[condbrOp.getSuccessor(1)]);
207baa1ec22SAlex Zinenko     return success();
2085d7231d8SStephan Herhut   }
2095d7231d8SStephan Herhut 
2102dd38b09SAlex Zinenko   // Emit addressof.  We need to look up the global value referenced by the
2112dd38b09SAlex Zinenko   // operation and store it in the MLIR-to-LLVM value mapping.  This does not
2122dd38b09SAlex Zinenko   // emit any LLVM instruction.
2132dd38b09SAlex Zinenko   if (auto addressOfOp = dyn_cast<LLVM::AddressOfOp>(opInst)) {
2142dd38b09SAlex Zinenko     LLVM::GlobalOp global = addressOfOp.getGlobal();
2152dd38b09SAlex Zinenko     // The verifier should not have allowed this.
2162dd38b09SAlex Zinenko     assert(global && "referencing an undefined global");
2172dd38b09SAlex Zinenko 
2182dd38b09SAlex Zinenko     valueMapping[addressOfOp.getResult()] = globalsMapping.lookup(global);
2192dd38b09SAlex Zinenko     return success();
2202dd38b09SAlex Zinenko   }
2212dd38b09SAlex Zinenko 
222baa1ec22SAlex Zinenko   return opInst.emitError("unsupported or non-LLVM operation: ")
223baa1ec22SAlex Zinenko          << opInst.getName();
2245d7231d8SStephan Herhut }
2255d7231d8SStephan Herhut 
2262666b973SRiver Riddle /// Convert block to LLVM IR.  Unless `ignoreArguments` is set, emit PHI nodes
2272666b973SRiver Riddle /// to define values corresponding to the MLIR block arguments.  These nodes
2282666b973SRiver Riddle /// are not connected to the source basic blocks, which may not exist yet.
229baa1ec22SAlex Zinenko LogicalResult ModuleTranslation::convertBlock(Block &bb, bool ignoreArguments) {
2305d7231d8SStephan Herhut   llvm::IRBuilder<> builder(blockMapping[&bb]);
2315d7231d8SStephan Herhut 
2325d7231d8SStephan Herhut   // Before traversing operations, make block arguments available through
2335d7231d8SStephan Herhut   // value remapping and PHI nodes, but do not add incoming edges for the PHI
2345d7231d8SStephan Herhut   // nodes just yet: those values may be defined by this or following blocks.
2355d7231d8SStephan Herhut   // This step is omitted if "ignoreArguments" is set.  The arguments of the
2365d7231d8SStephan Herhut   // first block have been already made available through the remapping of
2375d7231d8SStephan Herhut   // LLVM function arguments.
2385d7231d8SStephan Herhut   if (!ignoreArguments) {
2395d7231d8SStephan Herhut     auto predecessors = bb.getPredecessors();
2405d7231d8SStephan Herhut     unsigned numPredecessors =
2415d7231d8SStephan Herhut         std::distance(predecessors.begin(), predecessors.end());
24235807bc4SRiver Riddle     for (auto arg : bb.getArguments()) {
243*2bdf33ccSRiver Riddle       auto wrappedType = arg.getType().dyn_cast<LLVM::LLVMType>();
244baa1ec22SAlex Zinenko       if (!wrappedType)
245baa1ec22SAlex Zinenko         return emitError(bb.front().getLoc(),
246a4c3a645SRiver Riddle                          "block argument does not have an LLVM type");
2475d7231d8SStephan Herhut       llvm::Type *type = wrappedType.getUnderlyingType();
2485d7231d8SStephan Herhut       llvm::PHINode *phi = builder.CreatePHI(type, numPredecessors);
2495d7231d8SStephan Herhut       valueMapping[arg] = phi;
2505d7231d8SStephan Herhut     }
2515d7231d8SStephan Herhut   }
2525d7231d8SStephan Herhut 
2535d7231d8SStephan Herhut   // Traverse operations.
2545d7231d8SStephan Herhut   for (auto &op : bb) {
255baa1ec22SAlex Zinenko     if (failed(convertOperation(op, builder)))
256baa1ec22SAlex Zinenko       return failure();
2575d7231d8SStephan Herhut   }
2585d7231d8SStephan Herhut 
259baa1ec22SAlex Zinenko   return success();
2605d7231d8SStephan Herhut }
2615d7231d8SStephan Herhut 
2622666b973SRiver Riddle /// Convert the LLVM dialect linkage type to LLVM IR linkage type.
263d5e627f8SAlex Zinenko llvm::GlobalVariable::LinkageTypes convertLinkageType(LLVM::Linkage linkage) {
264d5e627f8SAlex Zinenko   switch (linkage) {
265d5e627f8SAlex Zinenko   case LLVM::Linkage::Private:
266d5e627f8SAlex Zinenko     return llvm::GlobalValue::PrivateLinkage;
267d5e627f8SAlex Zinenko   case LLVM::Linkage::Internal:
268d5e627f8SAlex Zinenko     return llvm::GlobalValue::InternalLinkage;
269d5e627f8SAlex Zinenko   case LLVM::Linkage::AvailableExternally:
270d5e627f8SAlex Zinenko     return llvm::GlobalValue::AvailableExternallyLinkage;
271d5e627f8SAlex Zinenko   case LLVM::Linkage::Linkonce:
272d5e627f8SAlex Zinenko     return llvm::GlobalValue::LinkOnceAnyLinkage;
273d5e627f8SAlex Zinenko   case LLVM::Linkage::Weak:
274d5e627f8SAlex Zinenko     return llvm::GlobalValue::WeakAnyLinkage;
275d5e627f8SAlex Zinenko   case LLVM::Linkage::Common:
276d5e627f8SAlex Zinenko     return llvm::GlobalValue::CommonLinkage;
277d5e627f8SAlex Zinenko   case LLVM::Linkage::Appending:
278d5e627f8SAlex Zinenko     return llvm::GlobalValue::AppendingLinkage;
279d5e627f8SAlex Zinenko   case LLVM::Linkage::ExternWeak:
280d5e627f8SAlex Zinenko     return llvm::GlobalValue::ExternalWeakLinkage;
281d5e627f8SAlex Zinenko   case LLVM::Linkage::LinkonceODR:
282d5e627f8SAlex Zinenko     return llvm::GlobalValue::LinkOnceODRLinkage;
283d5e627f8SAlex Zinenko   case LLVM::Linkage::WeakODR:
284d5e627f8SAlex Zinenko     return llvm::GlobalValue::WeakODRLinkage;
285d5e627f8SAlex Zinenko   case LLVM::Linkage::External:
286d5e627f8SAlex Zinenko     return llvm::GlobalValue::ExternalLinkage;
287d5e627f8SAlex Zinenko   }
288d5e627f8SAlex Zinenko   llvm_unreachable("unknown linkage type");
289d5e627f8SAlex Zinenko }
290d5e627f8SAlex Zinenko 
2912666b973SRiver Riddle /// Create named global variables that correspond to llvm.mlir.global
2922666b973SRiver Riddle /// definitions.
293b9ff2dd8SAlex Zinenko void ModuleTranslation::convertGlobals() {
29444fc7d72STres Popp   for (auto op : getModuleBody(mlirModule).getOps<LLVM::GlobalOp>()) {
295250a11aeSJames Molloy     llvm::Type *type = op.getType().getUnderlyingType();
296250a11aeSJames Molloy     llvm::Constant *cst = llvm::UndefValue::get(type);
297250a11aeSJames Molloy     if (op.getValueOrNull()) {
29868451df2SAlex Zinenko       // String attributes are treated separately because they cannot appear as
29968451df2SAlex Zinenko       // in-function constants and are thus not supported by getLLVMConstant.
30033a3a91bSChristian Sigg       if (auto strAttr = op.getValueOrNull().dyn_cast_or_null<StringAttr>()) {
3012dd38b09SAlex Zinenko         cst = llvm::ConstantDataArray::getString(
30268451df2SAlex Zinenko             llvmModule->getContext(), strAttr.getValue(), /*AddNull=*/false);
3032dd38b09SAlex Zinenko         type = cst->getType();
3042dd38b09SAlex Zinenko       } else {
30533a3a91bSChristian Sigg         cst = getLLVMConstant(type, op.getValueOrNull(), op.getLoc());
30668451df2SAlex Zinenko       }
307250a11aeSJames Molloy     } else if (Block *initializer = op.getInitializerBlock()) {
308250a11aeSJames Molloy       llvm::IRBuilder<> builder(llvmModule->getContext());
309250a11aeSJames Molloy       for (auto &op : initializer->without_terminator()) {
310250a11aeSJames Molloy         if (failed(convertOperation(op, builder)) ||
311250a11aeSJames Molloy             !isa<llvm::Constant>(valueMapping.lookup(op.getResult(0)))) {
312250a11aeSJames Molloy           emitError(op.getLoc(), "unemittable constant value");
313250a11aeSJames Molloy           return;
314250a11aeSJames Molloy         }
315250a11aeSJames Molloy       }
316250a11aeSJames Molloy       ReturnOp ret = cast<ReturnOp>(initializer->getTerminator());
317250a11aeSJames Molloy       cst = cast<llvm::Constant>(valueMapping.lookup(ret.getOperand(0)));
318250a11aeSJames Molloy     }
31968451df2SAlex Zinenko 
320d5e627f8SAlex Zinenko     auto linkage = convertLinkageType(op.linkage());
321d5e627f8SAlex Zinenko     bool anyExternalLinkage =
322d5e627f8SAlex Zinenko         (linkage == llvm::GlobalVariable::ExternalLinkage ||
323d5e627f8SAlex Zinenko          linkage == llvm::GlobalVariable::ExternalWeakLinkage);
324e79bfefbSMLIR Team     auto addrSpace = op.addr_space().getLimitedValue();
325e79bfefbSMLIR Team     auto *var = new llvm::GlobalVariable(
326d5e627f8SAlex Zinenko         *llvmModule, type, op.constant(), linkage,
327d5e627f8SAlex Zinenko         anyExternalLinkage ? nullptr : cst, op.sym_name(),
328d5e627f8SAlex Zinenko         /*InsertBefore=*/nullptr, llvm::GlobalValue::NotThreadLocal, addrSpace);
329e79bfefbSMLIR Team 
3302dd38b09SAlex Zinenko     globalsMapping.try_emplace(op, var);
331b9ff2dd8SAlex Zinenko   }
332b9ff2dd8SAlex Zinenko }
333b9ff2dd8SAlex Zinenko 
3342666b973SRiver Riddle /// Get the SSA value passed to the current block from the terminator operation
3352666b973SRiver Riddle /// of its predecessor.
336e62a6956SRiver Riddle static Value getPHISourceValue(Block *current, Block *pred,
3375d7231d8SStephan Herhut                                unsigned numArguments, unsigned index) {
3385d7231d8SStephan Herhut   auto &terminator = *pred->getTerminator();
339d5b60ee8SRiver Riddle   if (isa<LLVM::BrOp>(terminator)) {
3405d7231d8SStephan Herhut     return terminator.getOperand(index);
3415d7231d8SStephan Herhut   }
3425d7231d8SStephan Herhut 
3435d7231d8SStephan Herhut   // For conditional branches, we need to check if the current block is reached
3445d7231d8SStephan Herhut   // through the "true" or the "false" branch and take the relevant operands.
345c5ecf991SRiver Riddle   auto condBranchOp = dyn_cast<LLVM::CondBrOp>(terminator);
3465d7231d8SStephan Herhut   assert(condBranchOp &&
3475d7231d8SStephan Herhut          "only branch operations can be terminators of a block that "
3485d7231d8SStephan Herhut          "has successors");
3495d7231d8SStephan Herhut   assert((condBranchOp.getSuccessor(0) != condBranchOp.getSuccessor(1)) &&
3505d7231d8SStephan Herhut          "successors with arguments in LLVM conditional branches must be "
3515d7231d8SStephan Herhut          "different blocks");
3525d7231d8SStephan Herhut 
3535d7231d8SStephan Herhut   return condBranchOp.getSuccessor(0) == current
3545d7231d8SStephan Herhut              ? terminator.getSuccessorOperand(0, index)
3555d7231d8SStephan Herhut              : terminator.getSuccessorOperand(1, index);
3565d7231d8SStephan Herhut }
3575d7231d8SStephan Herhut 
3585e7959a3SAlex Zinenko void ModuleTranslation::connectPHINodes(LLVMFuncOp func) {
3595d7231d8SStephan Herhut   // Skip the first block, it cannot be branched to and its arguments correspond
3605d7231d8SStephan Herhut   // to the arguments of the LLVM function.
3615d7231d8SStephan Herhut   for (auto it = std::next(func.begin()), eit = func.end(); it != eit; ++it) {
3625d7231d8SStephan Herhut     Block *bb = &*it;
3635d7231d8SStephan Herhut     llvm::BasicBlock *llvmBB = blockMapping.lookup(bb);
3645d7231d8SStephan Herhut     auto phis = llvmBB->phis();
3655d7231d8SStephan Herhut     auto numArguments = bb->getNumArguments();
3665d7231d8SStephan Herhut     assert(numArguments == std::distance(phis.begin(), phis.end()));
3675d7231d8SStephan Herhut     for (auto &numberedPhiNode : llvm::enumerate(phis)) {
3685d7231d8SStephan Herhut       auto &phiNode = numberedPhiNode.value();
3695d7231d8SStephan Herhut       unsigned index = numberedPhiNode.index();
3705d7231d8SStephan Herhut       for (auto *pred : bb->getPredecessors()) {
3715d7231d8SStephan Herhut         phiNode.addIncoming(valueMapping.lookup(getPHISourceValue(
3725d7231d8SStephan Herhut                                 bb, pred, numArguments, index)),
3735d7231d8SStephan Herhut                             blockMapping.lookup(pred));
3745d7231d8SStephan Herhut       }
3755d7231d8SStephan Herhut     }
3765d7231d8SStephan Herhut   }
3775d7231d8SStephan Herhut }
3785d7231d8SStephan Herhut 
3795d7231d8SStephan Herhut // TODO(mlir-team): implement an iterative version
3805d7231d8SStephan Herhut static void topologicalSortImpl(llvm::SetVector<Block *> &blocks, Block *b) {
3815d7231d8SStephan Herhut   blocks.insert(b);
3825d7231d8SStephan Herhut   for (Block *bb : b->getSuccessors()) {
3835d7231d8SStephan Herhut     if (blocks.count(bb) == 0)
3845d7231d8SStephan Herhut       topologicalSortImpl(blocks, bb);
3855d7231d8SStephan Herhut   }
3865d7231d8SStephan Herhut }
3875d7231d8SStephan Herhut 
3882666b973SRiver Riddle /// Sort function blocks topologically.
3895e7959a3SAlex Zinenko static llvm::SetVector<Block *> topologicalSort(LLVMFuncOp f) {
3905d7231d8SStephan Herhut   // For each blocks that has not been visited yet (i.e. that has no
3915d7231d8SStephan Herhut   // predecessors), add it to the list and traverse its successors in DFS
3925d7231d8SStephan Herhut   // preorder.
3935d7231d8SStephan Herhut   llvm::SetVector<Block *> blocks;
3945d7231d8SStephan Herhut   for (Block &b : f.getBlocks()) {
3955d7231d8SStephan Herhut     if (blocks.count(&b) == 0)
3965d7231d8SStephan Herhut       topologicalSortImpl(blocks, &b);
3975d7231d8SStephan Herhut   }
3985d7231d8SStephan Herhut   assert(blocks.size() == f.getBlocks().size() && "some blocks are not sorted");
3995d7231d8SStephan Herhut 
4005d7231d8SStephan Herhut   return blocks;
4015d7231d8SStephan Herhut }
4025d7231d8SStephan Herhut 
4035e7959a3SAlex Zinenko LogicalResult ModuleTranslation::convertOneFunction(LLVMFuncOp func) {
4045d7231d8SStephan Herhut   // Clear the block and value mappings, they are only relevant within one
4055d7231d8SStephan Herhut   // function.
4065d7231d8SStephan Herhut   blockMapping.clear();
4075d7231d8SStephan Herhut   valueMapping.clear();
408c33862b0SRiver Riddle   llvm::Function *llvmFunc = functionMapping.lookup(func.getName());
4095d7231d8SStephan Herhut   // Add function arguments to the value remapping table.
4105d7231d8SStephan Herhut   // If there was noalias info then we decorate each argument accordingly.
4115d7231d8SStephan Herhut   unsigned int argIdx = 0;
412eeef50b1SFangrui Song   for (auto kvp : llvm::zip(func.getArguments(), llvmFunc->args())) {
4135d7231d8SStephan Herhut     llvm::Argument &llvmArg = std::get<1>(kvp);
414e62a6956SRiver Riddle     BlockArgument mlirArg = std::get<0>(kvp);
4155d7231d8SStephan Herhut 
4165d7231d8SStephan Herhut     if (auto attr = func.getArgAttrOfType<BoolAttr>(argIdx, "llvm.noalias")) {
4175d7231d8SStephan Herhut       // NB: Attribute already verified to be boolean, so check if we can indeed
4185d7231d8SStephan Herhut       // attach the attribute to this argument, based on its type.
419*2bdf33ccSRiver Riddle       auto argTy = mlirArg.getType().dyn_cast<LLVM::LLVMType>();
420baa1ec22SAlex Zinenko       if (!argTy.getUnderlyingType()->isPointerTy())
421baa1ec22SAlex Zinenko         return func.emitError(
4225d7231d8SStephan Herhut             "llvm.noalias attribute attached to LLVM non-pointer argument");
4235d7231d8SStephan Herhut       if (attr.getValue())
4245d7231d8SStephan Herhut         llvmArg.addAttr(llvm::Attribute::AttrKind::NoAlias);
4255d7231d8SStephan Herhut     }
4265d7231d8SStephan Herhut     valueMapping[mlirArg] = &llvmArg;
4275d7231d8SStephan Herhut     argIdx++;
4285d7231d8SStephan Herhut   }
4295d7231d8SStephan Herhut 
4305d7231d8SStephan Herhut   // First, create all blocks so we can jump to them.
4315d7231d8SStephan Herhut   llvm::LLVMContext &llvmContext = llvmFunc->getContext();
4325d7231d8SStephan Herhut   for (auto &bb : func) {
4335d7231d8SStephan Herhut     auto *llvmBB = llvm::BasicBlock::Create(llvmContext);
4345d7231d8SStephan Herhut     llvmBB->insertInto(llvmFunc);
4355d7231d8SStephan Herhut     blockMapping[&bb] = llvmBB;
4365d7231d8SStephan Herhut   }
4375d7231d8SStephan Herhut 
4385d7231d8SStephan Herhut   // Then, convert blocks one by one in topological order to ensure defs are
4395d7231d8SStephan Herhut   // converted before uses.
4405d7231d8SStephan Herhut   auto blocks = topologicalSort(func);
4415d7231d8SStephan Herhut   for (auto indexedBB : llvm::enumerate(blocks)) {
4425d7231d8SStephan Herhut     auto *bb = indexedBB.value();
443baa1ec22SAlex Zinenko     if (failed(convertBlock(*bb, /*ignoreArguments=*/indexedBB.index() == 0)))
444baa1ec22SAlex Zinenko       return failure();
4455d7231d8SStephan Herhut   }
4465d7231d8SStephan Herhut 
4475d7231d8SStephan Herhut   // Finally, after all blocks have been traversed and values mapped, connect
4485d7231d8SStephan Herhut   // the PHI nodes to the results of preceding blocks.
4495d7231d8SStephan Herhut   connectPHINodes(func);
450baa1ec22SAlex Zinenko   return success();
4515d7231d8SStephan Herhut }
4525d7231d8SStephan Herhut 
45344fc7d72STres Popp LogicalResult ModuleTranslation::checkSupportedModuleOps(Operation *m) {
45444fc7d72STres Popp   for (Operation &o : getModuleBody(m).getOperations())
4554dde19f0SAlex Zinenko     if (!isa<LLVM::LLVMFuncOp>(&o) && !isa<LLVM::GlobalOp>(&o) &&
45644fc7d72STres Popp         !o.isKnownTerminator())
4574dde19f0SAlex Zinenko       return o.emitOpError("unsupported module-level operation");
4584dde19f0SAlex Zinenko   return success();
4594dde19f0SAlex Zinenko }
4604dde19f0SAlex Zinenko 
461baa1ec22SAlex Zinenko LogicalResult ModuleTranslation::convertFunctions() {
4625d7231d8SStephan Herhut   // Declare all functions first because there may be function calls that form a
4635d7231d8SStephan Herhut   // call graph with cycles.
46444fc7d72STres Popp   for (auto function : getModuleBody(mlirModule).getOps<LLVMFuncOp>()) {
4655e7959a3SAlex Zinenko     llvm::FunctionCallee llvmFuncCst = llvmModule->getOrInsertFunction(
4665e7959a3SAlex Zinenko         function.getName(),
4674562e389SRiver Riddle         cast<llvm::FunctionType>(function.getType().getUnderlyingType()));
4685d7231d8SStephan Herhut     assert(isa<llvm::Function>(llvmFuncCst.getCallee()));
469c33862b0SRiver Riddle     functionMapping[function.getName()] =
4705d7231d8SStephan Herhut         cast<llvm::Function>(llvmFuncCst.getCallee());
4715d7231d8SStephan Herhut   }
4725d7231d8SStephan Herhut 
4735d7231d8SStephan Herhut   // Convert functions.
47444fc7d72STres Popp   for (auto function : getModuleBody(mlirModule).getOps<LLVMFuncOp>()) {
4755d7231d8SStephan Herhut     // Ignore external functions.
4765d7231d8SStephan Herhut     if (function.isExternal())
4775d7231d8SStephan Herhut       continue;
4785d7231d8SStephan Herhut 
479baa1ec22SAlex Zinenko     if (failed(convertOneFunction(function)))
480baa1ec22SAlex Zinenko       return failure();
4815d7231d8SStephan Herhut   }
4825d7231d8SStephan Herhut 
483baa1ec22SAlex Zinenko   return success();
4845d7231d8SStephan Herhut }
4855d7231d8SStephan Herhut 
486efadb6b8SAlex Zinenko /// A helper to look up remapped operands in the value remapping table.`
487efadb6b8SAlex Zinenko SmallVector<llvm::Value *, 8>
488efadb6b8SAlex Zinenko ModuleTranslation::lookupValues(ValueRange values) {
489efadb6b8SAlex Zinenko   SmallVector<llvm::Value *, 8> remapped;
490efadb6b8SAlex Zinenko   remapped.reserve(values.size());
491e62a6956SRiver Riddle   for (Value v : values)
492efadb6b8SAlex Zinenko     remapped.push_back(valueMapping.lookup(v));
493efadb6b8SAlex Zinenko   return remapped;
494efadb6b8SAlex Zinenko }
495efadb6b8SAlex Zinenko 
49644fc7d72STres Popp std::unique_ptr<llvm::Module>
49744fc7d72STres Popp ModuleTranslation::prepareLLVMModule(Operation *m) {
49844fc7d72STres Popp   auto *dialect = m->getContext()->getRegisteredDialect<LLVM::LLVMDialect>();
4995d7231d8SStephan Herhut   assert(dialect && "LLVM dialect must be registered");
5005d7231d8SStephan Herhut 
501bc5c7378SRiver Riddle   auto llvmModule = llvm::CloneModule(dialect->getLLVMModule());
5025d7231d8SStephan Herhut   if (!llvmModule)
5035d7231d8SStephan Herhut     return nullptr;
5045d7231d8SStephan Herhut 
5055d7231d8SStephan Herhut   llvm::LLVMContext &llvmContext = llvmModule->getContext();
5065d7231d8SStephan Herhut   llvm::IRBuilder<> builder(llvmContext);
5075d7231d8SStephan Herhut 
5085d7231d8SStephan Herhut   // Inject declarations for `malloc` and `free` functions that can be used in
5095d7231d8SStephan Herhut   // memref allocation/deallocation coming from standard ops lowering.
5105d7231d8SStephan Herhut   llvmModule->getOrInsertFunction("malloc", builder.getInt8PtrTy(),
5115d7231d8SStephan Herhut                                   builder.getInt64Ty());
5125d7231d8SStephan Herhut   llvmModule->getOrInsertFunction("free", builder.getVoidTy(),
5135d7231d8SStephan Herhut                                   builder.getInt8PtrTy());
5145d7231d8SStephan Herhut 
5155d7231d8SStephan Herhut   return llvmModule;
5165d7231d8SStephan Herhut }
517