This PR adds "value casting", i.e., a mechanism to wrap `ir.Value` in a proxy class that overloads dunders such as `__add__`, `__sub__`, and `__mul__` for fun and great profit. This is thematically similar tobfb1ba7526and9566ee2806. The example in the test demonstrates the value of the feature (no pun intended): ```python @register_value_caster(F16Type.static_typeid) @register_value_caster(F32Type.static_typeid) @register_value_caster(F64Type.static_typeid) @register_value_caster(IntegerType.static_typeid) class ArithValue(Value): __add__ = partialmethod(_binary_op, op="add") __sub__ = partialmethod(_binary_op, op="sub") __mul__ = partialmethod(_binary_op, op="mul") a = arith.constant(value=FloatAttr.get(f16_t, 42.42)) b = a + a # CHECK: ArithValue(%0 = arith.addf %cst, %cst : f16) print(b) a = arith.constant(value=FloatAttr.get(f32_t, 42.42)) b = a - a # CHECK: ArithValue(%1 = arith.subf %cst_0, %cst_0 : f32) print(b) a = arith.constant(value=FloatAttr.get(f64_t, 42.42)) b = a * a # CHECK: ArithValue(%2 = arith.mulf %cst_1, %cst_1 : f64) print(b) ``` **EDIT**: this now goes through the bindings and thus supports automatic casting of `OpResult` (including as an element of `OpResultList`), `BlockArgument` (including as an element of `BlockArgumentList`), as well as `Value`.
134 lines
5.4 KiB
C++
134 lines
5.4 KiB
C++
//===- Globals.h - MLIR Python extension globals --------------------------===//
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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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#ifndef MLIR_BINDINGS_PYTHON_GLOBALS_H
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#define MLIR_BINDINGS_PYTHON_GLOBALS_H
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#include "PybindUtils.h"
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#include "mlir-c/IR.h"
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#include "mlir/CAPI/Support.h"
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#include "llvm/ADT/DenseMap.h"
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#include "llvm/ADT/StringRef.h"
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#include "llvm/ADT/StringSet.h"
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#include <optional>
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#include <string>
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#include <vector>
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namespace mlir {
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namespace python {
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/// Globals that are always accessible once the extension has been initialized.
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class PyGlobals {
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public:
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PyGlobals();
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~PyGlobals();
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/// Most code should get the globals via this static accessor.
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static PyGlobals &get() {
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assert(instance && "PyGlobals is null");
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return *instance;
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}
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/// Get and set the list of parent modules to search for dialect
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/// implementation classes.
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std::vector<std::string> &getDialectSearchPrefixes() {
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return dialectSearchPrefixes;
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}
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void setDialectSearchPrefixes(std::vector<std::string> newValues) {
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dialectSearchPrefixes.swap(newValues);
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}
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/// Loads a python module corresponding to the given dialect namespace.
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/// No-ops if the module has already been loaded or is not found. Raises
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/// an error on any evaluation issues.
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/// Note that this returns void because it is expected that the module
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/// contains calls to decorators and helpers that register the salient
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/// entities. Returns true if dialect is successfully loaded.
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bool loadDialectModule(llvm::StringRef dialectNamespace);
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/// Adds a user-friendly Attribute builder.
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/// Raises an exception if the mapping already exists and replace == false.
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/// This is intended to be called by implementation code.
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void registerAttributeBuilder(const std::string &attributeKind,
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pybind11::function pyFunc,
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bool replace = false);
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/// Adds a user-friendly type caster. Raises an exception if the mapping
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/// already exists and replace == false. This is intended to be called by
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/// implementation code.
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void registerTypeCaster(MlirTypeID mlirTypeID, pybind11::function typeCaster,
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bool replace = false);
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/// Adds a user-friendly value caster. Raises an exception if the mapping
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/// already exists and replace == false. This is intended to be called by
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/// implementation code.
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void registerValueCaster(MlirTypeID mlirTypeID,
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pybind11::function valueCaster,
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bool replace = false);
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/// Adds a concrete implementation dialect class.
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/// Raises an exception if the mapping already exists.
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/// This is intended to be called by implementation code.
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void registerDialectImpl(const std::string &dialectNamespace,
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pybind11::object pyClass);
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/// Adds a concrete implementation operation class.
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/// Raises an exception if the mapping already exists and replace == false.
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/// This is intended to be called by implementation code.
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void registerOperationImpl(const std::string &operationName,
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pybind11::object pyClass, bool replace = false);
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/// Returns the custom Attribute builder for Attribute kind.
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std::optional<pybind11::function>
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lookupAttributeBuilder(const std::string &attributeKind);
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/// Returns the custom type caster for MlirTypeID mlirTypeID.
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std::optional<pybind11::function> lookupTypeCaster(MlirTypeID mlirTypeID,
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MlirDialect dialect);
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/// Returns the custom value caster for MlirTypeID mlirTypeID.
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std::optional<pybind11::function> lookupValueCaster(MlirTypeID mlirTypeID,
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MlirDialect dialect);
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/// Looks up a registered dialect class by namespace. Note that this may
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/// trigger loading of the defining module and can arbitrarily re-enter.
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std::optional<pybind11::object>
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lookupDialectClass(const std::string &dialectNamespace);
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/// Looks up a registered operation class (deriving from OpView) by operation
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/// name. Note that this may trigger a load of the dialect, which can
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/// arbitrarily re-enter.
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std::optional<pybind11::object>
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lookupOperationClass(llvm::StringRef operationName);
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private:
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static PyGlobals *instance;
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/// Module name prefixes to search under for dialect implementation modules.
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std::vector<std::string> dialectSearchPrefixes;
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/// Map of dialect namespace to external dialect class object.
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llvm::StringMap<pybind11::object> dialectClassMap;
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/// Map of full operation name to external operation class object.
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llvm::StringMap<pybind11::object> operationClassMap;
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/// Map of attribute ODS name to custom builder.
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llvm::StringMap<pybind11::object> attributeBuilderMap;
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/// Map of MlirTypeID to custom type caster.
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llvm::DenseMap<MlirTypeID, pybind11::object> typeCasterMap;
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/// Map of MlirTypeID to custom value caster.
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llvm::DenseMap<MlirTypeID, pybind11::object> valueCasterMap;
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/// Set of dialect namespaces that we have attempted to import implementation
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/// modules for.
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llvm::StringSet<> loadedDialectModules;
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};
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} // namespace python
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} // namespace mlir
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#endif // MLIR_BINDINGS_PYTHON_GLOBALS_H
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