torch-mlir/lib/Dialect/Basicpy/IR/BasicpyDialect.cpp

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//===- BasicpyDialect.cpp - Basic python dialect ----------------*- C++ -*-===//
//
// This file is licensed 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 "npcomp/Dialect/Basicpy/IR/BasicpyDialect.h"
#include "mlir/IR/DialectImplementation.h"
#include "npcomp/Dialect/Basicpy/IR/BasicpyOps.h"
#include "llvm/ADT/TypeSwitch.h"
using namespace mlir;
using namespace mlir::NPCOMP;
using namespace mlir::NPCOMP::Basicpy;
void BasicpyDialect::initialize() {
addOperations<
#define GET_OP_LIST
#include "npcomp/Dialect/Basicpy/IR/BasicpyOps.cpp.inc"
>();
addTypes<BoolType, BytesType, DictType, EllipsisType, ListType, NoneType,
SlotObjectType, StrType, TupleType, UnknownType>();
// TODO: Make real ops for everything we need.
allowUnknownOperations();
}
Operation *BasicpyDialect::materializeConstant(OpBuilder &builder,
Attribute value, Type type,
Location loc) {
// NumericConstantOp.
// Supports IntegerType (any signedness), FloatType and ComplexType.
if (type.isa<IntegerType>() || type.isa<FloatType>() ||
type.isa<ComplexType>())
return builder.create<NumericConstantOp>(loc, type, value);
// Bool (i1 -> !basicpy.BoolType).
if (type.isa<Basicpy::BoolType>()) {
auto i1Value = value.dyn_cast<IntegerAttr>();
if (i1Value && i1Value.getType().getIntOrFloatBitWidth() == 1)
return builder.create<BoolConstantOp>(loc, type, i1Value);
}
// Bytes.
if (type.isa<Basicpy::BytesType>()) {
if (auto strValue = value.dyn_cast<StringAttr>())
return builder.create<BytesConstantOp>(loc, type, strValue);
}
// Str.
if (type.isa<Basicpy::StrType>()) {
if (auto strValue = value.dyn_cast<StringAttr>())
return builder.create<StrConstantOp>(loc, type, strValue);
}
return nullptr;
}
Type BasicpyDialect::parseType(DialectAsmParser &parser) const {
StringRef keyword;
if (parser.parseKeyword(&keyword))
return Type();
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if (keyword == "BoolType")
return BoolType::get(getContext());
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if (keyword == "BytesType")
return BytesType::get(getContext());
if (keyword == "DictType")
return DictType::get(getContext());
if (keyword == "EllipsisType")
return EllipsisType::get(getContext());
if (keyword == "ListType")
return ListType::get(getContext());
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if (keyword == "NoneType")
return NoneType::get(getContext());
if (keyword == "SlotObject") {
StringRef className;
if (parser.parseLess() || parser.parseKeyword(&className)) {
return Type();
}
llvm::SmallVector<Type, 4> slotTypes;
while (succeeded(parser.parseOptionalComma())) {
Type slotType;
if (parser.parseType(slotType))
return Type();
slotTypes.push_back(slotType);
}
if (parser.parseGreater())
return Type();
return SlotObjectType::get(StringAttr::get(className, getContext()),
slotTypes);
}
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if (keyword == "StrType")
return StrType::get(getContext());
if (keyword == "TupleType")
return TupleType::get(getContext());
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if (keyword == "UnknownType")
return UnknownType::get(getContext());
parser.emitError(parser.getNameLoc(), "unknown basicpy type");
return Type();
}
void BasicpyDialect::printType(Type type, DialectAsmPrinter &os) const {
TypeSwitch<Type>(type)
.Case<BoolType>([&](Type) { os << "BoolType"; })
.Case<BytesType>([&](Type) { os << "BytesType"; })
.Case<DictType>([&](Type) { os << "DictType"; })
.Case<EllipsisType>([&](Type) { os << "EllipsisType"; })
.Case<ListType>([&](Type) { os << "ListType"; })
.Case<NoneType>([&](Type) { os << "NoneType"; })
.Case<SlotObjectType>([&](SlotObjectType slotObject) {
auto slotTypes = slotObject.getSlotTypes();
os << "SlotObject<" << slotObject.getClassName().getValue();
if (!slotTypes.empty()) {
os << ", ";
llvm::interleaveComma(slotTypes, os,
[&](Type t) { os.printType(t); });
}
os << ">";
})
.Case<StrType>([&](Type) { os << "StrType"; })
.Case<TupleType>([&](Type) { os << "TupleType"; })
.Case<UnknownType>([&](Type) { os << "UnknownType"; })
.Default(
[&](Type) { llvm_unreachable("unexpected 'basicpy' type kind"); });
}
//----------------------------------------------------------------------------//
// Type and attribute detail
//----------------------------------------------------------------------------//
namespace mlir {
namespace NPCOMP {
namespace Basicpy {
namespace detail {
struct SlotObjectTypeStorage : public TypeStorage {
using KeyTy = std::pair<StringAttr, ArrayRef<Type>>;
SlotObjectTypeStorage(StringAttr className, ArrayRef<Type> slotTypes)
: className(className), slotTypes(slotTypes) {}
bool operator==(const KeyTy &other) const {
return className == other.first && slotTypes == other.second;
}
static llvm::hash_code hashKey(const KeyTy &key) {
return llvm::hash_combine(key.first, key.second);
}
static SlotObjectTypeStorage *construct(TypeStorageAllocator &allocator,
const KeyTy &key) {
ArrayRef<Type> slotTypes = allocator.copyInto(key.second);
return new (allocator.allocate<SlotObjectTypeStorage>())
SlotObjectTypeStorage(key.first, slotTypes);
}
StringAttr className;
ArrayRef<Type> slotTypes;
};
} // namespace detail
} // namespace Basicpy
} // namespace NPCOMP
} // namespace mlir
StringAttr SlotObjectType::getClassName() { return getImpl()->className; }
ArrayRef<Type> SlotObjectType::getSlotTypes() { return getImpl()->slotTypes; }
unsigned SlotObjectType::getSlotCount() { return getImpl()->slotTypes.size(); }
SlotObjectType SlotObjectType::get(StringAttr className,
ArrayRef<Type> slotTypes) {
return Base::get(className.getContext(), className, slotTypes);
}
//----------------------------------------------------------------------------//
// CPA Interface Implementations
//----------------------------------------------------------------------------//
Typing::CPA::TypeNode *
UnknownType::mapToCPAType(Typing::CPA::Context &context) {
return context.newTypeVar();
}