Files
clang-p2996/mlir/lib/Tools/PDLL/CodeGen/MLIRGen.cpp
River Riddle 1c2edb026e [mlir:PDLL] Rework the C++ generation of native Constraint/Rewrite arguments and results
The current translation uses the old "ugly"/"raw" form which used PDLValue for the arguments
and results. This commit updates the C++ generation to use the recently added sugar that
allows for directly using the desired types for the arguments and result of PDL functions.
In addition, this commit also properly imports the C++ class for ODS operations, constraints,
and interfaces. This allows for a much more convienent C++ API than previously granted
with the raw/low-level types.

Differential Revision: https://reviews.llvm.org/D124817
2022-05-30 17:35:34 -07:00

616 lines
24 KiB
C++

//===- MLIRGen.cpp --------------------------------------------------------===//
//
// 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 "mlir/Tools/PDLL/CodeGen/MLIRGen.h"
#include "mlir/Dialect/PDL/IR/PDL.h"
#include "mlir/Dialect/PDL/IR/PDLOps.h"
#include "mlir/Dialect/PDL/IR/PDLTypes.h"
#include "mlir/IR/Builders.h"
#include "mlir/IR/BuiltinOps.h"
#include "mlir/IR/Verifier.h"
#include "mlir/Parser/Parser.h"
#include "mlir/Tools/PDLL/AST/Context.h"
#include "mlir/Tools/PDLL/AST/Nodes.h"
#include "mlir/Tools/PDLL/AST/Types.h"
#include "mlir/Tools/PDLL/ODS/Context.h"
#include "mlir/Tools/PDLL/ODS/Operation.h"
#include "llvm/ADT/ScopedHashTable.h"
#include "llvm/ADT/StringExtras.h"
#include "llvm/ADT/TypeSwitch.h"
using namespace mlir;
using namespace mlir::pdll;
//===----------------------------------------------------------------------===//
// CodeGen
//===----------------------------------------------------------------------===//
namespace {
class CodeGen {
public:
CodeGen(MLIRContext *mlirContext, const ast::Context &context,
const llvm::SourceMgr &sourceMgr)
: builder(mlirContext), odsContext(context.getODSContext()),
sourceMgr(sourceMgr) {
// Make sure that the PDL dialect is loaded.
mlirContext->loadDialect<pdl::PDLDialect>();
}
OwningOpRef<ModuleOp> generate(const ast::Module &module);
private:
/// Generate an MLIR location from the given source location.
Location genLoc(llvm::SMLoc loc);
Location genLoc(llvm::SMRange loc) { return genLoc(loc.Start); }
/// Generate an MLIR type from the given source type.
Type genType(ast::Type type);
/// Generate MLIR for the given AST node.
void gen(const ast::Node *node);
//===--------------------------------------------------------------------===//
// Statements
//===--------------------------------------------------------------------===//
void genImpl(const ast::CompoundStmt *stmt);
void genImpl(const ast::EraseStmt *stmt);
void genImpl(const ast::LetStmt *stmt);
void genImpl(const ast::ReplaceStmt *stmt);
void genImpl(const ast::RewriteStmt *stmt);
void genImpl(const ast::ReturnStmt *stmt);
//===--------------------------------------------------------------------===//
// Decls
//===--------------------------------------------------------------------===//
void genImpl(const ast::UserConstraintDecl *decl);
void genImpl(const ast::UserRewriteDecl *decl);
void genImpl(const ast::PatternDecl *decl);
/// Generate the set of MLIR values defined for the given variable decl, and
/// apply any attached constraints.
SmallVector<Value> genVar(const ast::VariableDecl *varDecl);
/// Generate the value for a variable that does not have an initializer
/// expression, i.e. create the PDL value based on the type/constraints of the
/// variable.
Value genNonInitializerVar(const ast::VariableDecl *varDecl, Location loc);
/// Apply the constraints of the given variable to `values`, which correspond
/// to the MLIR values of the variable.
void applyVarConstraints(const ast::VariableDecl *varDecl, ValueRange values);
//===--------------------------------------------------------------------===//
// Expressions
//===--------------------------------------------------------------------===//
Value genSingleExpr(const ast::Expr *expr);
SmallVector<Value> genExpr(const ast::Expr *expr);
Value genExprImpl(const ast::AttributeExpr *expr);
SmallVector<Value> genExprImpl(const ast::CallExpr *expr);
SmallVector<Value> genExprImpl(const ast::DeclRefExpr *expr);
Value genExprImpl(const ast::MemberAccessExpr *expr);
Value genExprImpl(const ast::OperationExpr *expr);
SmallVector<Value> genExprImpl(const ast::TupleExpr *expr);
Value genExprImpl(const ast::TypeExpr *expr);
SmallVector<Value> genConstraintCall(const ast::UserConstraintDecl *decl,
Location loc, ValueRange inputs);
SmallVector<Value> genRewriteCall(const ast::UserRewriteDecl *decl,
Location loc, ValueRange inputs);
template <typename PDLOpT, typename T>
SmallVector<Value> genConstraintOrRewriteCall(const T *decl, Location loc,
ValueRange inputs);
//===--------------------------------------------------------------------===//
// Fields
//===--------------------------------------------------------------------===//
/// The MLIR builder used for building the resultant IR.
OpBuilder builder;
/// A map from variable declarations to the MLIR equivalent.
using VariableMapTy =
llvm::ScopedHashTable<const ast::VariableDecl *, SmallVector<Value>>;
VariableMapTy variables;
/// A reference to the ODS context.
const ods::Context &odsContext;
/// The source manager of the PDLL ast.
const llvm::SourceMgr &sourceMgr;
};
} // namespace
OwningOpRef<ModuleOp> CodeGen::generate(const ast::Module &module) {
OwningOpRef<ModuleOp> mlirModule =
builder.create<ModuleOp>(genLoc(module.getLoc()));
builder.setInsertionPointToStart(mlirModule->getBody());
// Generate code for each of the decls within the module.
for (const ast::Decl *decl : module.getChildren())
gen(decl);
return mlirModule;
}
Location CodeGen::genLoc(llvm::SMLoc loc) {
unsigned fileID = sourceMgr.FindBufferContainingLoc(loc);
// TODO: Fix performance issues in SourceMgr::getLineAndColumn so that we can
// use it here.
auto &bufferInfo = sourceMgr.getBufferInfo(fileID);
unsigned lineNo = bufferInfo.getLineNumber(loc.getPointer());
unsigned column =
(loc.getPointer() - bufferInfo.getPointerForLineNumber(lineNo)) + 1;
auto *buffer = sourceMgr.getMemoryBuffer(fileID);
return FileLineColLoc::get(builder.getContext(),
buffer->getBufferIdentifier(), lineNo, column);
}
Type CodeGen::genType(ast::Type type) {
return TypeSwitch<ast::Type, Type>(type)
.Case([&](ast::AttributeType astType) -> Type {
return builder.getType<pdl::AttributeType>();
})
.Case([&](ast::OperationType astType) -> Type {
return builder.getType<pdl::OperationType>();
})
.Case([&](ast::TypeType astType) -> Type {
return builder.getType<pdl::TypeType>();
})
.Case([&](ast::ValueType astType) -> Type {
return builder.getType<pdl::ValueType>();
})
.Case([&](ast::RangeType astType) -> Type {
return pdl::RangeType::get(genType(astType.getElementType()));
});
}
void CodeGen::gen(const ast::Node *node) {
TypeSwitch<const ast::Node *>(node)
.Case<const ast::CompoundStmt, const ast::EraseStmt, const ast::LetStmt,
const ast::ReplaceStmt, const ast::RewriteStmt,
const ast::ReturnStmt, const ast::UserConstraintDecl,
const ast::UserRewriteDecl, const ast::PatternDecl>(
[&](auto derivedNode) { this->genImpl(derivedNode); })
.Case([&](const ast::Expr *expr) { genExpr(expr); });
}
//===----------------------------------------------------------------------===//
// CodeGen: Statements
//===----------------------------------------------------------------------===//
void CodeGen::genImpl(const ast::CompoundStmt *stmt) {
VariableMapTy::ScopeTy varScope(variables);
for (const ast::Stmt *childStmt : stmt->getChildren())
gen(childStmt);
}
/// If the given builder is nested under a PDL PatternOp, build a rewrite
/// operation and update the builder to nest under it. This is necessary for
/// PDLL operation rewrite statements that are directly nested within a Pattern.
static void checkAndNestUnderRewriteOp(OpBuilder &builder, Value rootExpr,
Location loc) {
if (isa<pdl::PatternOp>(builder.getInsertionBlock()->getParentOp())) {
pdl::RewriteOp rewrite =
builder.create<pdl::RewriteOp>(loc, rootExpr, /*name=*/StringAttr(),
/*externalArgs=*/ValueRange());
builder.createBlock(&rewrite.body());
}
}
void CodeGen::genImpl(const ast::EraseStmt *stmt) {
OpBuilder::InsertionGuard insertGuard(builder);
Value rootExpr = genSingleExpr(stmt->getRootOpExpr());
Location loc = genLoc(stmt->getLoc());
// Make sure we are nested in a RewriteOp.
OpBuilder::InsertionGuard guard(builder);
checkAndNestUnderRewriteOp(builder, rootExpr, loc);
builder.create<pdl::EraseOp>(loc, rootExpr);
}
void CodeGen::genImpl(const ast::LetStmt *stmt) { genVar(stmt->getVarDecl()); }
void CodeGen::genImpl(const ast::ReplaceStmt *stmt) {
OpBuilder::InsertionGuard insertGuard(builder);
Value rootExpr = genSingleExpr(stmt->getRootOpExpr());
Location loc = genLoc(stmt->getLoc());
// Make sure we are nested in a RewriteOp.
OpBuilder::InsertionGuard guard(builder);
checkAndNestUnderRewriteOp(builder, rootExpr, loc);
SmallVector<Value> replValues;
for (ast::Expr *replExpr : stmt->getReplExprs())
replValues.push_back(genSingleExpr(replExpr));
// Check to see if the statement has a replacement operation, or a range of
// replacement values.
bool usesReplOperation =
replValues.size() == 1 &&
replValues.front().getType().isa<pdl::OperationType>();
builder.create<pdl::ReplaceOp>(
loc, rootExpr, usesReplOperation ? replValues[0] : Value(),
usesReplOperation ? ValueRange() : ValueRange(replValues));
}
void CodeGen::genImpl(const ast::RewriteStmt *stmt) {
OpBuilder::InsertionGuard insertGuard(builder);
Value rootExpr = genSingleExpr(stmt->getRootOpExpr());
// Make sure we are nested in a RewriteOp.
OpBuilder::InsertionGuard guard(builder);
checkAndNestUnderRewriteOp(builder, rootExpr, genLoc(stmt->getLoc()));
gen(stmt->getRewriteBody());
}
void CodeGen::genImpl(const ast::ReturnStmt *stmt) {
// ReturnStmt generation is handled by the respective constraint or rewrite
// parent node.
}
//===----------------------------------------------------------------------===//
// CodeGen: Decls
//===----------------------------------------------------------------------===//
void CodeGen::genImpl(const ast::UserConstraintDecl *decl) {
// All PDLL constraints get inlined when called, and the main native
// constraint declarations doesn't require any MLIR to be generated, only uses
// of it do.
}
void CodeGen::genImpl(const ast::UserRewriteDecl *decl) {
// All PDLL rewrites get inlined when called, and the main native
// rewrite declarations doesn't require any MLIR to be generated, only uses
// of it do.
}
void CodeGen::genImpl(const ast::PatternDecl *decl) {
const ast::Name *name = decl->getName();
// FIXME: Properly model HasBoundedRecursion in PDL so that we don't drop it
// here.
pdl::PatternOp pattern = builder.create<pdl::PatternOp>(
genLoc(decl->getLoc()), decl->getBenefit(),
name ? Optional<StringRef>(name->getName()) : Optional<StringRef>());
OpBuilder::InsertionGuard savedInsertPoint(builder);
builder.setInsertionPointToStart(pattern.getBody());
gen(decl->getBody());
}
SmallVector<Value> CodeGen::genVar(const ast::VariableDecl *varDecl) {
auto it = variables.begin(varDecl);
if (it != variables.end())
return *it;
// If the variable has an initial value, use that as the base value.
// Otherwise, generate a value using the constraint list.
SmallVector<Value> values;
if (const ast::Expr *initExpr = varDecl->getInitExpr())
values = genExpr(initExpr);
else
values.push_back(genNonInitializerVar(varDecl, genLoc(varDecl->getLoc())));
// Apply the constraints of the values of the variable.
applyVarConstraints(varDecl, values);
variables.insert(varDecl, values);
return values;
}
Value CodeGen::genNonInitializerVar(const ast::VariableDecl *varDecl,
Location loc) {
// A functor used to generate expressions nested
auto getTypeConstraint = [&]() -> Value {
for (const ast::ConstraintRef &constraint : varDecl->getConstraints()) {
Value typeValue =
TypeSwitch<const ast::Node *, Value>(constraint.constraint)
.Case<ast::AttrConstraintDecl, ast::ValueConstraintDecl,
ast::ValueRangeConstraintDecl>(
[&, this](auto *cst) -> Value {
if (auto *typeConstraintExpr = cst->getTypeExpr())
return this->genSingleExpr(typeConstraintExpr);
return Value();
})
.Default(Value());
if (typeValue)
return typeValue;
}
return Value();
};
// Generate a value based on the type of the variable.
ast::Type type = varDecl->getType();
Type mlirType = genType(type);
if (type.isa<ast::ValueType>())
return builder.create<pdl::OperandOp>(loc, mlirType, getTypeConstraint());
if (type.isa<ast::TypeType>())
return builder.create<pdl::TypeOp>(loc, mlirType, /*type=*/TypeAttr());
if (type.isa<ast::AttributeType>())
return builder.create<pdl::AttributeOp>(loc, getTypeConstraint());
if (ast::OperationType opType = type.dyn_cast<ast::OperationType>()) {
Value operands = builder.create<pdl::OperandsOp>(
loc, pdl::RangeType::get(builder.getType<pdl::ValueType>()),
/*type=*/Value());
Value results = builder.create<pdl::TypesOp>(
loc, pdl::RangeType::get(builder.getType<pdl::TypeType>()),
/*types=*/ArrayAttr());
return builder.create<pdl::OperationOp>(loc, opType.getName(), operands,
llvm::None, ValueRange(), results);
}
if (ast::RangeType rangeTy = type.dyn_cast<ast::RangeType>()) {
ast::Type eleTy = rangeTy.getElementType();
if (eleTy.isa<ast::ValueType>())
return builder.create<pdl::OperandsOp>(loc, mlirType,
getTypeConstraint());
if (eleTy.isa<ast::TypeType>())
return builder.create<pdl::TypesOp>(loc, mlirType, /*types=*/ArrayAttr());
}
llvm_unreachable("invalid non-initialized variable type");
}
void CodeGen::applyVarConstraints(const ast::VariableDecl *varDecl,
ValueRange values) {
// Generate calls to any user constraints that were attached via the
// constraint list.
for (const ast::ConstraintRef &ref : varDecl->getConstraints())
if (const auto *userCst = dyn_cast<ast::UserConstraintDecl>(ref.constraint))
genConstraintCall(userCst, genLoc(ref.referenceLoc), values);
}
//===----------------------------------------------------------------------===//
// CodeGen: Expressions
//===----------------------------------------------------------------------===//
Value CodeGen::genSingleExpr(const ast::Expr *expr) {
return TypeSwitch<const ast::Expr *, Value>(expr)
.Case<const ast::AttributeExpr, const ast::MemberAccessExpr,
const ast::OperationExpr, const ast::TypeExpr>(
[&](auto derivedNode) { return this->genExprImpl(derivedNode); })
.Case<const ast::CallExpr, const ast::DeclRefExpr, const ast::TupleExpr>(
[&](auto derivedNode) {
SmallVector<Value> results = this->genExprImpl(derivedNode);
assert(results.size() == 1 && "expected single expression result");
return results[0];
});
}
SmallVector<Value> CodeGen::genExpr(const ast::Expr *expr) {
return TypeSwitch<const ast::Expr *, SmallVector<Value>>(expr)
.Case<const ast::CallExpr, const ast::DeclRefExpr, const ast::TupleExpr>(
[&](auto derivedNode) { return this->genExprImpl(derivedNode); })
.Default([&](const ast::Expr *expr) -> SmallVector<Value> {
return {genSingleExpr(expr)};
});
}
Value CodeGen::genExprImpl(const ast::AttributeExpr *expr) {
Attribute attr = parseAttribute(expr->getValue(), builder.getContext());
assert(attr && "invalid MLIR attribute data");
return builder.create<pdl::AttributeOp>(genLoc(expr->getLoc()), attr);
}
SmallVector<Value> CodeGen::genExprImpl(const ast::CallExpr *expr) {
Location loc = genLoc(expr->getLoc());
SmallVector<Value> arguments;
for (const ast::Expr *arg : expr->getArguments())
arguments.push_back(genSingleExpr(arg));
// Resolve the callable expression of this call.
auto *callableExpr = dyn_cast<ast::DeclRefExpr>(expr->getCallableExpr());
assert(callableExpr && "unhandled CallExpr callable");
// Generate the PDL based on the type of callable.
const ast::Decl *callable = callableExpr->getDecl();
if (const auto *decl = dyn_cast<ast::UserConstraintDecl>(callable))
return genConstraintCall(decl, loc, arguments);
if (const auto *decl = dyn_cast<ast::UserRewriteDecl>(callable))
return genRewriteCall(decl, loc, arguments);
llvm_unreachable("unhandled CallExpr callable");
}
SmallVector<Value> CodeGen::genExprImpl(const ast::DeclRefExpr *expr) {
if (const auto *varDecl = dyn_cast<ast::VariableDecl>(expr->getDecl()))
return genVar(varDecl);
llvm_unreachable("unknown decl reference expression");
}
Value CodeGen::genExprImpl(const ast::MemberAccessExpr *expr) {
Location loc = genLoc(expr->getLoc());
StringRef name = expr->getMemberName();
SmallVector<Value> parentExprs = genExpr(expr->getParentExpr());
ast::Type parentType = expr->getParentExpr()->getType();
// Handle operation based member access.
if (ast::OperationType opType = parentType.dyn_cast<ast::OperationType>()) {
if (isa<ast::AllResultsMemberAccessExpr>(expr)) {
Type mlirType = genType(expr->getType());
if (mlirType.isa<pdl::ValueType>())
return builder.create<pdl::ResultOp>(loc, mlirType, parentExprs[0],
builder.getI32IntegerAttr(0));
return builder.create<pdl::ResultsOp>(loc, mlirType, parentExprs[0]);
}
const ods::Operation *odsOp = opType.getODSOperation();
if (!odsOp) {
assert(llvm::isDigit(name[0]) &&
"unregistered op only allows numeric indexing");
unsigned resultIndex;
name.getAsInteger(/*Radix=*/10, resultIndex);
IntegerAttr index = builder.getI32IntegerAttr(resultIndex);
return builder.create<pdl::ResultOp>(loc, genType(expr->getType()),
parentExprs[0], index);
}
// Find the result with the member name or by index.
ArrayRef<ods::OperandOrResult> results = odsOp->getResults();
unsigned resultIndex = results.size();
if (llvm::isDigit(name[0])) {
name.getAsInteger(/*Radix=*/10, resultIndex);
} else {
auto findFn = [&](const ods::OperandOrResult &result) {
return result.getName() == name;
};
resultIndex = llvm::find_if(results, findFn) - results.begin();
}
assert(resultIndex < results.size() && "invalid result index");
// Generate the result access.
IntegerAttr index = builder.getI32IntegerAttr(resultIndex);
return builder.create<pdl::ResultsOp>(loc, genType(expr->getType()),
parentExprs[0], index);
}
// Handle tuple based member access.
if (auto tupleType = parentType.dyn_cast<ast::TupleType>()) {
auto elementNames = tupleType.getElementNames();
// The index is either a numeric index, or a name.
unsigned index = 0;
if (llvm::isDigit(name[0]))
name.getAsInteger(/*Radix=*/10, index);
else
index = llvm::find(elementNames, name) - elementNames.begin();
assert(index < parentExprs.size() && "invalid result index");
return parentExprs[index];
}
llvm_unreachable("unhandled member access expression");
}
Value CodeGen::genExprImpl(const ast::OperationExpr *expr) {
Location loc = genLoc(expr->getLoc());
Optional<StringRef> opName = expr->getName();
// Operands.
SmallVector<Value> operands;
for (const ast::Expr *operand : expr->getOperands())
operands.push_back(genSingleExpr(operand));
// Attributes.
SmallVector<StringRef> attrNames;
SmallVector<Value> attrValues;
for (const ast::NamedAttributeDecl *attr : expr->getAttributes()) {
attrNames.push_back(attr->getName().getName());
attrValues.push_back(genSingleExpr(attr->getValue()));
}
// Results.
SmallVector<Value> results;
for (const ast::Expr *result : expr->getResultTypes())
results.push_back(genSingleExpr(result));
return builder.create<pdl::OperationOp>(loc, opName, operands, attrNames,
attrValues, results);
}
SmallVector<Value> CodeGen::genExprImpl(const ast::TupleExpr *expr) {
SmallVector<Value> elements;
for (const ast::Expr *element : expr->getElements())
elements.push_back(genSingleExpr(element));
return elements;
}
Value CodeGen::genExprImpl(const ast::TypeExpr *expr) {
Type type = parseType(expr->getValue(), builder.getContext());
assert(type && "invalid MLIR type data");
return builder.create<pdl::TypeOp>(genLoc(expr->getLoc()),
builder.getType<pdl::TypeType>(),
TypeAttr::get(type));
}
SmallVector<Value>
CodeGen::genConstraintCall(const ast::UserConstraintDecl *decl, Location loc,
ValueRange inputs) {
// Apply any constraints defined on the arguments to the input values.
for (auto it : llvm::zip(decl->getInputs(), inputs))
applyVarConstraints(std::get<0>(it), std::get<1>(it));
// Generate the constraint call.
SmallVector<Value> results =
genConstraintOrRewriteCall<pdl::ApplyNativeConstraintOp>(decl, loc,
inputs);
// Apply any constraints defined on the results of the constraint.
for (auto it : llvm::zip(decl->getResults(), results))
applyVarConstraints(std::get<0>(it), std::get<1>(it));
return results;
}
SmallVector<Value> CodeGen::genRewriteCall(const ast::UserRewriteDecl *decl,
Location loc, ValueRange inputs) {
return genConstraintOrRewriteCall<pdl::ApplyNativeRewriteOp>(decl, loc,
inputs);
}
template <typename PDLOpT, typename T>
SmallVector<Value> CodeGen::genConstraintOrRewriteCall(const T *decl,
Location loc,
ValueRange inputs) {
const ast::CompoundStmt *cstBody = decl->getBody();
// If the decl doesn't have a statement body, it is a native decl.
if (!cstBody) {
ast::Type declResultType = decl->getResultType();
SmallVector<Type> resultTypes;
if (ast::TupleType tupleType = declResultType.dyn_cast<ast::TupleType>()) {
for (ast::Type type : tupleType.getElementTypes())
resultTypes.push_back(genType(type));
} else {
resultTypes.push_back(genType(declResultType));
}
Operation *pdlOp = builder.create<PDLOpT>(
loc, resultTypes, decl->getName().getName(), inputs);
return pdlOp->getResults();
}
// Otherwise, this is a PDLL decl.
VariableMapTy::ScopeTy varScope(variables);
// Map the inputs of the call to the decl arguments.
// Note: This is only valid because we do not support recursion, meaning
// we don't need to worry about conflicting mappings here.
for (auto it : llvm::zip(inputs, decl->getInputs()))
variables.insert(std::get<1>(it), {std::get<0>(it)});
// Visit the body of the call as normal.
gen(cstBody);
// If the decl has no results, there is nothing to do.
if (cstBody->getChildren().empty())
return SmallVector<Value>();
auto *returnStmt = dyn_cast<ast::ReturnStmt>(cstBody->getChildren().back());
if (!returnStmt)
return SmallVector<Value>();
// Otherwise, grab the results from the return statement.
return genExpr(returnStmt->getResultExpr());
}
//===----------------------------------------------------------------------===//
// MLIRGen
//===----------------------------------------------------------------------===//
OwningOpRef<ModuleOp> mlir::pdll::codegenPDLLToMLIR(
MLIRContext *mlirContext, const ast::Context &context,
const llvm::SourceMgr &sourceMgr, const ast::Module &module) {
CodeGen codegen(mlirContext, context, sourceMgr);
OwningOpRef<ModuleOp> mlirModule = codegen.generate(module);
if (failed(verify(*mlirModule)))
return nullptr;
return mlirModule;
}