This new features enabled to dedicate custom storage inline within operations.
This storage can be used as an alternative to attributes to store data that is
specific to an operation. Attribute can also be stored inside the properties
storage if desired, but any kind of data can be present as well. This offers
a way to store and mutate data without uniquing in the Context like Attribute.
See the OpPropertiesTest.cpp for an example where a struct with a
std::vector<> is attached to an operation and mutated in-place:
struct TestProperties {
int a = -1;
float b = -1.;
std::vector<int64_t> array = {-33};
};
More complex scheme (including reference-counting) are also possible.
The only constraint to enable storing a C++ object as "properties" on an
operation is to implement three functions:
- convert from the candidate object to an Attribute
- convert from the Attribute to the candidate object
- hash the object
Optional the parsing and printing can also be customized with 2 extra
functions.
A new options is introduced to ODS to allow dialects to specify:
let usePropertiesForAttributes = 1;
When set to true, the inherent attributes for all the ops in this dialect
will be using properties instead of being stored alongside discardable
attributes.
The TestDialect showcases this feature.
Another change is that we introduce new APIs on the Operation class
to access separately the inherent attributes from the discardable ones.
We envision deprecating and removing the `getAttr()`, `getAttrsDictionary()`,
and other similar method which don't make the distinction explicit, leading
to an entirely separate namespace for discardable attributes.
Recommit d572cd1b067f after fixing python bindings build.
Differential Revision: https://reviews.llvm.org/D141742
109 lines
3.6 KiB
C++
109 lines
3.6 KiB
C++
//===- TestDialect.h - MLIR Dialect for testing -----------------*- C++ -*-===//
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//
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// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
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// See https://llvm.org/LICENSE.txt for license information.
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// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
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//
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//===----------------------------------------------------------------------===//
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//
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// This file defines a fake 'test' dialect that can be used for testing things
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// that do not have a respective counterpart in the main source directories.
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//
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//===----------------------------------------------------------------------===//
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#ifndef MLIR_TESTDIALECT_H
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#define MLIR_TESTDIALECT_H
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#include "TestTypes.h"
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#include "TestAttributes.h"
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#include "TestInterfaces.h"
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#include "mlir/Dialect/DLTI/DLTI.h"
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#include "mlir/Dialect/DLTI/Traits.h"
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#include "mlir/Dialect/Func/IR/FuncOps.h"
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#include "mlir/Dialect/Linalg/IR/Linalg.h"
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#include "mlir/Dialect/Traits.h"
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#include "mlir/IR/AsmState.h"
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#include "mlir/IR/BuiltinOps.h"
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#include "mlir/IR/BuiltinTypes.h"
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#include "mlir/IR/Dialect.h"
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#include "mlir/IR/DialectResourceBlobManager.h"
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#include "mlir/IR/ExtensibleDialect.h"
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#include "mlir/IR/OpDefinition.h"
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#include "mlir/IR/OpImplementation.h"
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#include "mlir/IR/RegionKindInterface.h"
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#include "mlir/IR/SymbolTable.h"
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#include "mlir/Interfaces/CallInterfaces.h"
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#include "mlir/Interfaces/ControlFlowInterfaces.h"
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#include "mlir/Interfaces/CopyOpInterface.h"
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#include "mlir/Interfaces/DerivedAttributeOpInterface.h"
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#include "mlir/Interfaces/InferIntRangeInterface.h"
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#include "mlir/Interfaces/InferTypeOpInterface.h"
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#include "mlir/Interfaces/LoopLikeInterface.h"
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#include "mlir/Interfaces/SideEffectInterfaces.h"
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#include "mlir/Interfaces/ViewLikeInterface.h"
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#include <memory>
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namespace mlir {
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class DLTIDialect;
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class RewritePatternSet;
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} // namespace mlir
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//===----------------------------------------------------------------------===//
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// TestDialect
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//===----------------------------------------------------------------------===//
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#include "TestOpInterfaces.h.inc"
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#include "TestOpsDialect.h.inc"
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namespace test {
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// Define some classes to exercises the Properties feature.
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struct PropertiesWithCustomPrint {
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/// A shared_ptr to a const object is safe: it is equivalent to a value-based
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/// member. Here the label will be deallocated when the last operation
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/// refering to it is destroyed. However there is no pool-allocation: this is
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/// offloaded to the client.
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std::shared_ptr<const std::string> label;
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int value;
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};
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class MyPropStruct {
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public:
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std::string content;
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// These three methods are invoked through the `MyStructProperty` wrapper
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// defined in TestOps.td
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mlir::Attribute asAttribute(mlir::MLIRContext *ctx) const;
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static mlir::LogicalResult setFromAttr(MyPropStruct &prop,
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mlir::Attribute attr,
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mlir::InFlightDiagnostic *diag);
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llvm::hash_code hash() const;
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};
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} // namespace test
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#define GET_OP_CLASSES
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#include "TestOps.h.inc"
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namespace test {
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// Op deliberately defined in C++ code rather than ODS to test that C++
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// Ops can still use the old `fold` method.
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class ManualCppOpWithFold
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: public mlir::Op<ManualCppOpWithFold, mlir::OpTrait::OneResult> {
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public:
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using Op::Op;
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static llvm::StringRef getOperationName() {
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return "test.manual_cpp_op_with_fold";
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}
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static llvm::ArrayRef<llvm::StringRef> getAttributeNames() { return {}; }
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mlir::OpFoldResult fold(llvm::ArrayRef<mlir::Attribute> attributes);
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};
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void registerTestDialect(::mlir::DialectRegistry ®istry);
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void populateTestReductionPatterns(::mlir::RewritePatternSet &patterns);
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} // namespace test
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#endif // MLIR_TESTDIALECT_H
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