Builders.cpp

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//===- Builders.cpp - Helpers for constructing MLIR Classes ---------------===//
//
// 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/IR/Builders.h"
#include "mlir/IR/AffineExpr.h"
#include "mlir/IR/AffineMap.h"
#include "mlir/IR/BuiltinTypes.h"
#include "mlir/IR/Dialect.h"
#include "mlir/IR/IRMapping.h"
#include "mlir/IR/Matchers.h"
#include "llvm/ADT/SmallVectorExtras.h"
#include "llvm/Support/DebugLog.h"
 
using namespace mlir;
 
//===----------------------------------------------------------------------===//
// Locations.
//===----------------------------------------------------------------------===//
 
Location Builder::getUnknownLoc() { return UnknownLoc::get(context); }
 
Location Builder::getFusedLoc(ArrayRef<Location> locs, Attribute metadata) {
  return FusedLoc::get(locs, metadata, context);
}
 
//===----------------------------------------------------------------------===//
// Types.
//===----------------------------------------------------------------------===//
 
FloatType Builder::getF8E8M0Type() { return Float8E8M0FNUType::get(context); }
 
FloatType Builder::getF8E5M3FNUType() {
  return Float8E5M3FNUType::get(context);
}
 
FloatType Builder::getF8E4M3FNType() { return Float8E4M3FNType::get(context); }
 
FloatType Builder::getF8E5M2Type() { return Float8E5M2Type::get(context); }
 
FloatType Builder::getBF16Type() { return BFloat16Type::get(context); }
 
FloatType Builder::getF16Type() { return Float16Type::get(context); }
 
FloatType Builder::getTF32Type() { return FloatTF32Type::get(context); }
 
FloatType Builder::getF32Type() { return Float32Type::get(context); }
 
FloatType Builder::getF64Type() { return Float64Type::get(context); }
 
FloatType Builder::getF80Type() { return Float80Type::get(context); }
 
FloatType Builder::getF128Type() { return Float128Type::get(context); }
 
IndexType Builder::getIndexType() { return IndexType::get(context); }
 
IntegerType Builder::getI1Type() { return IntegerType::get(context, 1); }
 
IntegerType Builder::getI2Type() { return IntegerType::get(context, 2); }
 
IntegerType Builder::getI4Type() { return IntegerType::get(context, 4); }
 
IntegerType Builder::getI8Type() { return IntegerType::get(context, 8); }
 
IntegerType Builder::getI16Type() { return IntegerType::get(context, 16); }
 
IntegerType Builder::getI32Type() { return IntegerType::get(context, 32); }
 
IntegerType Builder::getI64Type() { return IntegerType::get(context, 64); }
 
IntegerType Builder::getIntegerType(unsigned width) {
  return IntegerType::get(context, width);
}
 
IntegerType Builder::getIntegerType(unsigned width, bool isSigned) {
  return IntegerType::get(
      context, width, isSigned ? IntegerType::Signed : IntegerType::Unsigned);
}
 
FunctionType Builder::getFunctionType(TypeRange inputs, TypeRange results) {
  return FunctionType::get(context, inputs, results);
}
 
GraphType Builder::getGraphType(TypeRange inputs, TypeRange results) {
  return GraphType::get(context, inputs, results);
}
 
TupleType Builder::getTupleType(TypeRange elementTypes) {
  return TupleType::get(context, elementTypes);
}
 
NoneType Builder::getNoneType() { return NoneType::get(context); }
 
//===----------------------------------------------------------------------===//
// Attributes.
//===----------------------------------------------------------------------===//
 
NamedAttribute Builder::getNamedAttr(StringRef name, Attribute val) {
  return NamedAttribute(name, val);
}
 
UnitAttr Builder::getUnitAttr() { return UnitAttr::get(context); }
 
BoolAttr Builder::getBoolAttr(bool value) {
  return BoolAttr::get(context, value);
}
 
DictionaryAttr Builder::getDictionaryAttr(ArrayRef<NamedAttribute> value) {
  return DictionaryAttr::get(context, value);
}
 
IntegerAttr Builder::getIndexAttr(int64_t value) {
  return IntegerAttr::get(getIndexType(), APInt(64, value));
}
 
IntegerAttr Builder::getI64IntegerAttr(int64_t value) {
  return IntegerAttr::get(getIntegerType(64), APInt(64, value));
}
 
DenseIntElementsAttr Builder::getBoolVectorAttr(ArrayRef<bool> values) {
  return DenseIntElementsAttr::get(
      VectorType::get(static_cast<int64_t>(values.size()), getI1Type()),
      values);
}
 
DenseIntElementsAttr Builder::getI32VectorAttr(ArrayRef<int32_t> values) {
  return DenseIntElementsAttr::get(
      VectorType::get(static_cast<int64_t>(values.size()), getIntegerType(32)),
      values);
}
 
DenseIntElementsAttr Builder::getI64VectorAttr(ArrayRef<int64_t> values) {
  return DenseIntElementsAttr::get(
      VectorType::get(static_cast<int64_t>(values.size()), getIntegerType(64)),
      values);
}
 
DenseIntElementsAttr Builder::getIndexVectorAttr(ArrayRef<int64_t> values) {
  return DenseIntElementsAttr::get(
      VectorType::get(static_cast<int64_t>(values.size()), getIndexType()),
      values);
}
 
DenseFPElementsAttr Builder::getF32VectorAttr(ArrayRef<float> values) {
  return DenseFPElementsAttr::get(
      VectorType::get(static_cast<float>(values.size()), getF32Type()), values);
}
 
DenseFPElementsAttr Builder::getF64VectorAttr(ArrayRef<double> values) {
  return DenseFPElementsAttr::get(
      VectorType::get(static_cast<double>(values.size()), getF64Type()),
      values);
}
 
DenseBoolArrayAttr Builder::getDenseBoolArrayAttr(ArrayRef<bool> values) {
  return DenseBoolArrayAttr::get(context, values);
}
 
DenseI8ArrayAttr Builder::getDenseI8ArrayAttr(ArrayRef<int8_t> values) {
  return DenseI8ArrayAttr::get(context, values);
}
 
DenseI16ArrayAttr Builder::getDenseI16ArrayAttr(ArrayRef<int16_t> values) {
  return DenseI16ArrayAttr::get(context, values);
}
 
DenseI32ArrayAttr Builder::getDenseI32ArrayAttr(ArrayRef<int32_t> values) {
  return DenseI32ArrayAttr::get(context, values);
}
 
DenseI64ArrayAttr Builder::getDenseI64ArrayAttr(ArrayRef<int64_t> values) {
  return DenseI64ArrayAttr::get(context, values);
}
 
DenseF32ArrayAttr Builder::getDenseF32ArrayAttr(ArrayRef<float> values) {
  return DenseF32ArrayAttr::get(context, values);
}
 
DenseF64ArrayAttr Builder::getDenseF64ArrayAttr(ArrayRef<double> values) {
  return DenseF64ArrayAttr::get(context, values);
}
 
DenseIntElementsAttr Builder::getI32TensorAttr(ArrayRef<int32_t> values) {
  return DenseIntElementsAttr::get(
      RankedTensorType::get(static_cast<int64_t>(values.size()),
                            getIntegerType(32)),
      values);
}
 
DenseIntElementsAttr Builder::getI64TensorAttr(ArrayRef<int64_t> values) {
  return DenseIntElementsAttr::get(
      RankedTensorType::get(static_cast<int64_t>(values.size()),
                            getIntegerType(64)),
      values);
}
 
DenseIntElementsAttr Builder::getIndexTensorAttr(ArrayRef<int64_t> values) {
  return DenseIntElementsAttr::get(
      RankedTensorType::get(static_cast<int64_t>(values.size()),
                            getIndexType()),
      values);
}
 
IntegerAttr Builder::getI32IntegerAttr(int32_t value) {
  // The APInt always uses isSigned=true here because we accept the value
  // as int32_t.
  return IntegerAttr::get(getIntegerType(32),
                          APInt(32, value, /*isSigned=*/true));
}
 
IntegerAttr Builder::getSI32IntegerAttr(int32_t value) {
  return IntegerAttr::get(getIntegerType(32, /*isSigned=*/true),
                          APInt(32, value, /*isSigned=*/true));
}
 
IntegerAttr Builder::getUI32IntegerAttr(uint32_t value) {
  return IntegerAttr::get(getIntegerType(32, /*isSigned=*/false),
                          APInt(32, (uint64_t)value, /*isSigned=*/false));
}
 
IntegerAttr Builder::getI16IntegerAttr(int16_t value) {
  return IntegerAttr::get(getIntegerType(16),
                          APInt(16, value, /*isSigned=*/true));
}
 
IntegerAttr Builder::getI8IntegerAttr(int8_t value) {
  // The APInt always uses isSigned=true here because we accept the value
  // as int8_t.
  return IntegerAttr::get(getIntegerType(8),
                          APInt(8, value, /*isSigned=*/true));
}
 
IntegerAttr Builder::getIntegerAttr(Type type, int64_t value) {
  if (type.isIndex())
    return IntegerAttr::get(type, APInt(64, value));
  // TODO: Avoid implicit trunc?
  // See https://github.com/llvm/llvm-project/issues/112510.
  return IntegerAttr::get(type, APInt(type.getIntOrFloatBitWidth(), value,
                                      type.isSignedInteger(),
                                      /*implicitTrunc=*/true));
}
 
IntegerAttr Builder::getIntegerAttr(Type type, const APInt &value) {
  return IntegerAttr::get(type, value);
}
 
FloatAttr Builder::getF64FloatAttr(double value) {
  return FloatAttr::get(getF64Type(), APFloat(value));
}
 
FloatAttr Builder::getF32FloatAttr(float value) {
  return FloatAttr::get(getF32Type(), APFloat(value));
}
 
FloatAttr Builder::getF16FloatAttr(float value) {
  return FloatAttr::get(getF16Type(), value);
}
 
FloatAttr Builder::getFloatAttr(Type type, double value) {
  return FloatAttr::get(type, value);
}
 
FloatAttr Builder::getFloatAttr(Type type, const APFloat &value) {
  return FloatAttr::get(type, value);
}
 
StringAttr Builder::getStringAttr(const Twine &bytes) {
  return StringAttr::get(context, bytes);
}
 
ArrayAttr Builder::getArrayAttr(ArrayRef<Attribute> value) {
  return ArrayAttr::get(context, value);
}
 
ArrayAttr Builder::getBoolArrayAttr(ArrayRef<bool> values) {
  auto attrs = llvm::map_to_vector<8>(
      values, [this](bool v) -> Attribute { return getBoolAttr(v); });
  return getArrayAttr(attrs);
}
 
ArrayAttr Builder::getI32ArrayAttr(ArrayRef<int32_t> values) {
  auto attrs = llvm::map_to_vector<8>(
      values, [this](int32_t v) -> Attribute { return getI32IntegerAttr(v); });
  return getArrayAttr(attrs);
}
ArrayAttr Builder::getI64ArrayAttr(ArrayRef<int64_t> values) {
  auto attrs = llvm::map_to_vector<8>(
      values, [this](int64_t v) -> Attribute { return getI64IntegerAttr(v); });
  return getArrayAttr(attrs);
}
 
ArrayAttr Builder::getIndexArrayAttr(ArrayRef<int64_t> values) {
  auto attrs = llvm::map_to_vector<8>(values, [this](int64_t v) -> Attribute {
    return getIntegerAttr(IndexType::get(getContext()), v);
  });
  return getArrayAttr(attrs);
}
 
ArrayAttr Builder::getF32ArrayAttr(ArrayRef<float> values) {
  auto attrs = llvm::map_to_vector<8>(
      values, [this](float v) -> Attribute { return getF32FloatAttr(v); });
  return getArrayAttr(attrs);
}
 
ArrayAttr Builder::getF64ArrayAttr(ArrayRef<double> values) {
  auto attrs = llvm::map_to_vector<8>(
      values, [this](double v) -> Attribute { return getF64FloatAttr(v); });
  return getArrayAttr(attrs);
}
 
ArrayAttr Builder::getStrArrayAttr(ArrayRef<StringRef> values) {
  auto attrs = llvm::map_to_vector<8>(
      values, [this](StringRef v) -> Attribute { return getStringAttr(v); });
  return getArrayAttr(attrs);
}
 
ArrayAttr Builder::getTypeArrayAttr(TypeRange values) {
  auto attrs = llvm::map_to_vector<8>(
      values, [](Type v) -> Attribute { return TypeAttr::get(v); });
  return getArrayAttr(attrs);
}
 
ArrayAttr Builder::getAffineMapArrayAttr(ArrayRef<AffineMap> values) {
  auto attrs = llvm::map_to_vector<8>(
      values, [](AffineMap v) -> Attribute { return AffineMapAttr::get(v); });
  return getArrayAttr(attrs);
}
 
TypedAttr Builder::getZeroAttr(Type type) {
  if (llvm::isa<FloatType>(type))
    return getFloatAttr(type, 0.0);
  if (llvm::isa<IndexType>(type))
    return getIndexAttr(0);
  if (llvm::dyn_cast<IntegerType>(type))
    return getIntegerAttr(type,
                          APInt(llvm::cast<IntegerType>(type).getWidth(), 0));
  if (llvm::isa<RankedTensorType, VectorType>(type)) {
    auto vtType = llvm::cast<ShapedType>(type);
    auto element = getZeroAttr(vtType.getElementType());
    if (!element)
      return {};
    return DenseElementsAttr::get(vtType, element);
  }
  return {};
}
 
TypedAttr Builder::getOneAttr(Type type) {
  if (llvm::isa<FloatType>(type))
    return getFloatAttr(type, 1.0);
  if (llvm::isa<IndexType>(type))
    return getIndexAttr(1);
  if (llvm::dyn_cast<IntegerType>(type))
    return getIntegerAttr(type,
                          APInt(llvm::cast<IntegerType>(type).getWidth(), 1));
  if (llvm::isa<RankedTensorType, VectorType>(type)) {
    auto vtType = llvm::cast<ShapedType>(type);
    auto element = getOneAttr(vtType.getElementType());
    if (!element)
      return {};
    return DenseElementsAttr::get(vtType, element);
  }
  return {};
}
 
//===----------------------------------------------------------------------===//
// Affine Expressions, Affine Maps, and Integer Sets.
//===----------------------------------------------------------------------===//
 
AffineExpr Builder::getAffineDimExpr(unsigned position) {
  return mlir::getAffineDimExpr(position, context);
}
 
AffineExpr Builder::getAffineSymbolExpr(unsigned position) {
  return mlir::getAffineSymbolExpr(position, context);
}
 
AffineExpr Builder::getAffineConstantExpr(int64_t constant) {
  return mlir::getAffineConstantExpr(constant, context);
}
 
AffineMap Builder::getEmptyAffineMap() { return AffineMap::get(context); }
 
AffineMap Builder::getConstantAffineMap(int64_t val) {
  return AffineMap::get(/*dimCount=*/0, /*symbolCount=*/0,
                        getAffineConstantExpr(val));
}
 
AffineMap Builder::getDimIdentityMap() {
  return AffineMap::get(/*dimCount=*/1, /*symbolCount=*/0, getAffineDimExpr(0));
}
 
AffineMap Builder::getMultiDimIdentityMap(unsigned rank) {
  SmallVector<AffineExpr, 4> dimExprs;
  dimExprs.reserve(rank);
  for (unsigned i = 0; i < rank; ++i)
    dimExprs.push_back(getAffineDimExpr(i));
  return AffineMap::get(/*dimCount=*/rank, /*symbolCount=*/0, dimExprs,
                        context);
}
 
AffineMap Builder::getSymbolIdentityMap() {
  return AffineMap::get(/*dimCount=*/0, /*symbolCount=*/1,
                        getAffineSymbolExpr(0));
}
 
AffineMap Builder::getSingleDimShiftAffineMap(int64_t shift) {
  // expr = d0 + shift.
  auto expr = getAffineDimExpr(0) + shift;
  return AffineMap::get(/*dimCount=*/1, /*symbolCount=*/0, expr);
}
 
AffineMap Builder::getShiftedAffineMap(AffineMap map, int64_t shift) {
  SmallVector<AffineExpr, 4> shiftedResults;
  shiftedResults.reserve(map.getNumResults());
  for (auto resultExpr : map.getResults())
    shiftedResults.push_back(resultExpr + shift);
  return AffineMap::get(map.getNumDims(), map.getNumSymbols(), shiftedResults,
                        context);
}
 
//===----------------------------------------------------------------------===//
// OpBuilder
//===----------------------------------------------------------------------===//
 
/// Insert the given operation at the current insertion point and return it.
Operation *OpBuilder::insert(Operation *op) {
  if (block) {
    block->getOperations().insert(insertPoint, op);
    if (listener)
      listener->notifyOperationInserted(op, /*previous=*/{});
  }
  return op;
}
 
Block *OpBuilder::createBlock(Region *parent, Region::iterator insertPt,
                              TypeRange argTypes, ArrayRef<Location> locs) {
  assert(parent && "expected valid parent region");
  assert(argTypes.size() == locs.size() && "argument location mismatch");
  if (insertPt == Region::iterator())
    insertPt = parent->end();
 
  Block *b = new Block();
  b->addArguments(argTypes, locs);
  parent->getBlocks().insert(insertPt, b);
  setInsertionPointToEnd(b);
 
  if (listener)
    listener->notifyBlockInserted(b, /*previous=*/nullptr, /*previousIt=*/{});
  return b;
}
 
/// Add new block with 'argTypes' arguments and set the insertion point to the
/// end of it.  The block is placed before 'insertBefore'.
Block *OpBuilder::createBlock(Block *insertBefore, TypeRange argTypes,
                              ArrayRef<Location> locs) {
  assert(insertBefore && "expected valid insertion block");
  return createBlock(insertBefore->getParent(), Region::iterator(insertBefore),
                     argTypes, locs);
}
 
/// Create an operation given the fields represented as an OperationState.
Operation *OpBuilder::create(const OperationState &state) {
  return insert(Operation::create(state));
}
 
/// Creates an operation with the given fields.
Operation *OpBuilder::create(Location loc, StringAttr opName,
                             ValueRange operands, TypeRange types,
                             ArrayRef<NamedAttribute> attributes,
                             BlockRange successors,
                             MutableArrayRef<std::unique_ptr<Region>> regions) {
  OperationState state(loc, opName, operands, types, attributes, successors,
                       regions);
  return create(state);
}
 
LogicalResult
OpBuilder::tryFold(Operation *op, SmallVectorImpl<Value> &results,
                   SmallVectorImpl<Operation *> *materializedConstants) {
  assert(results.empty() && "expected empty results");
  ResultRange opResults = op->getResults();
 
  results.reserve(opResults.size());
  auto cleanupFailure = [&] {
    results.clear();
    return failure();
  };
 
  // If this operation is already a constant, there is nothing to do.
  if (matchPattern(op, m_Constant()))
    return cleanupFailure();
 
  // Try to fold the operation.
  SmallVector<OpFoldResult, 4> foldResults;
  LDBG() << "Trying to fold: "
         << OpWithFlags(op, OpPrintingFlags().skipRegions());
  if (failed(op->fold(foldResults)))
    return cleanupFailure();
 
  int count = 0;
  do {
    LDBG() << "Folded in place #" << count
           << " times: " << OpWithFlags(op, OpPrintingFlags().skipRegions());
    count++;
  } while (foldResults.empty() && succeeded(op->fold(foldResults)));
 
  // An in-place fold does not require generation of any constants.
  if (foldResults.empty())
    return success();
 
  // A temporary builder used for creating constants during folding.
  OpBuilder cstBuilder(context);
  SmallVector<Operation *, 1> generatedConstants;
 
  // Populate the results with the folded results.
  Dialect *dialect = op->getDialect();
  for (auto [foldResult, expectedType] :
       llvm::zip_equal(foldResults, opResults.getTypes())) {
 
    // Normal values get pushed back directly.
    if (auto value = llvm::dyn_cast_if_present<Value>(foldResult)) {
      results.push_back(value);
      continue;
    }
 
    // Otherwise, try to materialize a constant operation.
    if (!dialect)
      return cleanupFailure();
 
    // Ask the dialect to materialize a constant operation for this value.
    Attribute attr = cast<Attribute>(foldResult);
    auto *constOp = dialect->materializeConstant(cstBuilder, attr, expectedType,
                                                 op->getLoc());
    if (!constOp) {
      // Erase any generated constants.
      for (Operation *cst : generatedConstants)
        cst->erase();
      return cleanupFailure();
    }
    assert(matchPattern(constOp, m_Constant()));
 
    generatedConstants.push_back(constOp);
    results.push_back(constOp->getResult(0));
  }
 
  // If we were successful, insert any generated constants.
  for (Operation *cst : generatedConstants)
    insert(cst);
 
  // Return materialized constant operations.
  if (materializedConstants)
    *materializedConstants = std::move(generatedConstants);
 
  return success();
}
 
/// Helper function that sends block insertion notifications for every block
/// that is directly nested in the given op.
static void notifyBlockInsertions(Operation *op,
                                  OpBuilder::Listener *listener) {
  for (Region &r : op->getRegions())
    for (Block &b : r.getBlocks())
      listener->notifyBlockInserted(&b, /*previous=*/nullptr,
                                    /*previousIt=*/{});
}
 
Operation *OpBuilder::clone(Operation &op, IRMapping &mapper) {
  Operation *newOp = op.clone(mapper);
  newOp = insert(newOp);
 
  // The `insert` call above handles the notification for inserting `newOp`
  // itself. But if `newOp` has any regions, we need to notify the listener
  // about any ops that got inserted inside those regions as part of cloning.
  if (listener) {
    // The `insert` call above notifies about op insertion, but not about block
    // insertion.
    notifyBlockInsertions(newOp, listener);
    auto walkFn = [&](Operation *walkedOp) {
      listener->notifyOperationInserted(walkedOp, /*previous=*/{});
      notifyBlockInsertions(walkedOp, listener);
    };
    for (Region &region : newOp->getRegions())
      region.walk<WalkOrder::PreOrder>(walkFn);
  }
 
  return newOp;
}
 
Operation *OpBuilder::clone(Operation &op) {
  IRMapping mapper;
  return clone(op, mapper);
}
 
void OpBuilder::cloneRegionBefore(Region &region, Region &parent,
                                  Region::iterator before, IRMapping &mapping) {
  region.cloneInto(&parent, before, mapping);
 
  // Fast path: If no listener is attached, there is no more work to do.
  if (!listener)
    return;
 
  // Notify about op/block insertion.
  for (auto it = mapping.lookup(&region.front())->getIterator(); it != before;
       ++it) {
    listener->notifyBlockInserted(&*it, /*previous=*/nullptr,
                                  /*previousIt=*/{});
    it->walk<WalkOrder::PreOrder>([&](Operation *walkedOp) {
      listener->notifyOperationInserted(walkedOp, /*previous=*/{});
      notifyBlockInsertions(walkedOp, listener);
    });
  }
}
 
void OpBuilder::cloneRegionBefore(Region &region, Region &parent,
                                  Region::iterator before) {
  IRMapping mapping;
  cloneRegionBefore(region, parent, before, mapping);
}
 
void OpBuilder::cloneRegionBefore(Region &region, Block *before) {
  cloneRegionBefore(region, *before->getParent(), before->getIterator());
}