
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 tobfb1ba7526
and9566ee2806
. 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`.
188 lines
6.6 KiB
C++
188 lines
6.6 KiB
C++
//===- IRModule.cpp - IR pybind module ------------------------------------===//
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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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#include "IRModule.h"
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#include "Globals.h"
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#include "PybindUtils.h"
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#include "mlir-c/Bindings/Python/Interop.h"
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#include "mlir-c/Support.h"
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#include <optional>
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#include <vector>
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namespace py = pybind11;
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using namespace mlir;
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using namespace mlir::python;
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// -----------------------------------------------------------------------------
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// PyGlobals
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// -----------------------------------------------------------------------------
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PyGlobals *PyGlobals::instance = nullptr;
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PyGlobals::PyGlobals() {
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assert(!instance && "PyGlobals already constructed");
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instance = this;
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// The default search path include {mlir.}dialects, where {mlir.} is the
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// package prefix configured at compile time.
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dialectSearchPrefixes.emplace_back(MAKE_MLIR_PYTHON_QUALNAME("dialects"));
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}
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PyGlobals::~PyGlobals() { instance = nullptr; }
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bool PyGlobals::loadDialectModule(llvm::StringRef dialectNamespace) {
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if (loadedDialectModules.contains(dialectNamespace))
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return true;
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// Since re-entrancy is possible, make a copy of the search prefixes.
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std::vector<std::string> localSearchPrefixes = dialectSearchPrefixes;
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py::object loaded = py::none();
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for (std::string moduleName : localSearchPrefixes) {
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moduleName.push_back('.');
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moduleName.append(dialectNamespace.data(), dialectNamespace.size());
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try {
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loaded = py::module::import(moduleName.c_str());
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} catch (py::error_already_set &e) {
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if (e.matches(PyExc_ModuleNotFoundError)) {
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continue;
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}
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throw;
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}
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break;
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}
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if (loaded.is_none())
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return false;
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// Note: Iterator cannot be shared from prior to loading, since re-entrancy
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// may have occurred, which may do anything.
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loadedDialectModules.insert(dialectNamespace);
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return true;
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}
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void PyGlobals::registerAttributeBuilder(const std::string &attributeKind,
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py::function pyFunc, bool replace) {
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py::object &found = attributeBuilderMap[attributeKind];
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if (found && !replace) {
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throw std::runtime_error((llvm::Twine("Attribute builder for '") +
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attributeKind +
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"' is already registered with func: " +
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py::str(found).operator std::string())
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.str());
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}
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found = std::move(pyFunc);
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}
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void PyGlobals::registerTypeCaster(MlirTypeID mlirTypeID,
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pybind11::function typeCaster,
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bool replace) {
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pybind11::object &found = typeCasterMap[mlirTypeID];
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if (found && !replace)
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throw std::runtime_error("Type caster is already registered with caster: " +
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py::str(found).operator std::string());
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found = std::move(typeCaster);
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}
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void PyGlobals::registerValueCaster(MlirTypeID mlirTypeID,
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pybind11::function valueCaster,
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bool replace) {
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pybind11::object &found = valueCasterMap[mlirTypeID];
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if (found && !replace)
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throw std::runtime_error("Value caster is already registered: " +
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py::repr(found).cast<std::string>());
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found = std::move(valueCaster);
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}
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void PyGlobals::registerDialectImpl(const std::string &dialectNamespace,
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py::object pyClass) {
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py::object &found = dialectClassMap[dialectNamespace];
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if (found) {
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throw std::runtime_error((llvm::Twine("Dialect namespace '") +
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dialectNamespace + "' is already registered.")
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.str());
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}
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found = std::move(pyClass);
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}
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void PyGlobals::registerOperationImpl(const std::string &operationName,
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py::object pyClass, bool replace) {
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py::object &found = operationClassMap[operationName];
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if (found && !replace) {
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throw std::runtime_error((llvm::Twine("Operation '") + operationName +
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"' is already registered.")
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.str());
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}
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found = std::move(pyClass);
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}
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std::optional<py::function>
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PyGlobals::lookupAttributeBuilder(const std::string &attributeKind) {
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const auto foundIt = attributeBuilderMap.find(attributeKind);
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if (foundIt != attributeBuilderMap.end()) {
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assert(foundIt->second && "attribute builder is defined");
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return foundIt->second;
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}
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return std::nullopt;
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}
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std::optional<py::function> PyGlobals::lookupTypeCaster(MlirTypeID mlirTypeID,
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MlirDialect dialect) {
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// Make sure dialect module is loaded.
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if (!loadDialectModule(unwrap(mlirDialectGetNamespace(dialect))))
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return std::nullopt;
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const auto foundIt = typeCasterMap.find(mlirTypeID);
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if (foundIt != typeCasterMap.end()) {
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assert(foundIt->second && "type caster is defined");
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return foundIt->second;
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}
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return std::nullopt;
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}
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std::optional<py::function> PyGlobals::lookupValueCaster(MlirTypeID mlirTypeID,
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MlirDialect dialect) {
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loadDialectModule(unwrap(mlirDialectGetNamespace(dialect)));
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const auto foundIt = valueCasterMap.find(mlirTypeID);
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if (foundIt != valueCasterMap.end()) {
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assert(foundIt->second && "value caster is defined");
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return foundIt->second;
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}
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return std::nullopt;
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}
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std::optional<py::object>
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PyGlobals::lookupDialectClass(const std::string &dialectNamespace) {
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// Make sure dialect module is loaded.
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if (!loadDialectModule(dialectNamespace))
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return std::nullopt;
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const auto foundIt = dialectClassMap.find(dialectNamespace);
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if (foundIt != dialectClassMap.end()) {
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assert(foundIt->second && "dialect class is defined");
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return foundIt->second;
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}
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// Not found and loading did not yield a registration.
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return std::nullopt;
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}
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std::optional<pybind11::object>
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PyGlobals::lookupOperationClass(llvm::StringRef operationName) {
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// Make sure dialect module is loaded.
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auto split = operationName.split('.');
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llvm::StringRef dialectNamespace = split.first;
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if (!loadDialectModule(dialectNamespace))
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return std::nullopt;
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auto foundIt = operationClassMap.find(operationName);
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if (foundIt != operationClassMap.end()) {
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assert(foundIt->second && "OpView is defined");
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return foundIt->second;
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}
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// Not found and loading did not yield a registration.
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return std::nullopt;
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}
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