mirror of https://github.com/llvm/torch-mlir
Start splitting Py* types into a header so that further C++ interop can be built.
parent
ec0f6b4b22
commit
c8740fd866
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@ -1,4 +1,4 @@
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//===- mlir_if.cpp - MLIR IR Bindings -------------------------------------===//
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//===- mlir_ir.cpp - MLIR IR Bindings -------------------------------------===//
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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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@ -6,12 +6,10 @@
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//
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//===----------------------------------------------------------------------===//
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#include "pybind_utils.h"
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#include "mlir_ir.h"
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#include "mlir/IR/Diagnostics.h"
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#include "mlir/IR/Location.h"
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#include "mlir/IR/MLIRContext.h"
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#include "mlir/IR/Module.h"
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#include "mlir/Parser.h"
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#include "llvm/Support/SourceMgr.h"
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#include "llvm/Support/raw_ostream.h"
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@ -69,82 +67,110 @@ private:
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mlir::DiagnosticEngine::HandlerID handler_id;
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};
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/// Wrapper around Module, capturing a PyContext reference.
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struct PyModuleOp {
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static void bind(py::module m) {
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py::class_<PyModuleOp>(m, "ModuleOp")
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.def("to_asm", &PyModuleOp::toAsm, py::arg("debug_info") = false,
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py::arg("pretty") = false, py::arg("large_element_limit") = -1);
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}
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std::string toAsm(bool enableDebugInfo, bool prettyForm,
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int64_t largeElementLimit) {
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// Print to asm.
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std::string asmOutput;
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llvm::raw_string_ostream sout(asmOutput);
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OpPrintingFlags printFlags;
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if (enableDebugInfo) {
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printFlags.enableDebugInfo(prettyForm);
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}
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if (largeElementLimit >= 0) {
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printFlags.elideLargeElementsAttrs(largeElementLimit);
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}
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module_op.print(sout, printFlags);
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return sout.str();
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}
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std::shared_ptr<PyContext> context;
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ModuleOp module_op;
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};
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/// Wrapper around MLIRContext.
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/// Unlike most, this is enforced to be a shared_ptr since arbitrary other
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/// types can capture it.
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struct PyContext : std::enable_shared_from_this<PyContext> {
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static void bind(py::module m) {
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py::class_<PyContext, std::shared_ptr<PyContext>>(m, "MLIRContext")
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.def(py::init<>([]() {
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// Need explicit make_shared to avoid UB with enable_shared_from_this.
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return std::make_shared<PyContext>();
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}))
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.def("new_module",
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[&](PyContext &context) -> PyModuleOp {
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return PyModuleOp{context.shared_from_this()};
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})
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.def("parse_asm", &PyContext::parseAsm);
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}
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PyModuleOp parseAsm(const std::string &asm_text) {
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// Arrange to get a view that includes a terminating null to avoid
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// additional copy.
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// TODO: Consider using the buffer protocol to access and avoid more copies.
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const char *asm_chars = asm_text.c_str();
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StringRef asm_sr(asm_chars, asm_text.size() + 1);
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// TODO: Output non failure diagnostics (somewhere)
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DiagnosticCapture diag_capture(&context);
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auto module_ref = parseMLIRModuleFromString(asm_sr, &context);
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if (!module_ref) {
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throw py::raiseValueError(
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diag_capture.consumeDiagnosticsAsString("Error parsing ASM"));
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}
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return PyModuleOp{shared_from_this(), module_ref.release()};
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}
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MLIRContext context;
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};
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void defineMlirIrModule(py::module m) {
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m.doc() = "Python bindings for constructs in the mlir/IR library";
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PyContext::bind(m);
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PyBaseOperation::bind(m);
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PyModuleOp::bind(m);
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PyRegionRef::bind(m);
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PyBaseOpBuilder::bind(m);
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PyOpBuilder::bind(m);
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}
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//===----------------------------------------------------------------------===//
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// Detail definitions
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// PyContext
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//===----------------------------------------------------------------------===//
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void PyContext::bind(py::module m) {
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py::class_<PyContext, std::shared_ptr<PyContext>>(m, "MLIRContext")
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.def(py::init<>([]() {
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// Need explicit make_shared to avoid UB with enable_shared_from_this.
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return std::make_shared<PyContext>();
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}))
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.def("new_module",
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[&](PyContext &context) -> PyModuleOp {
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return PyModuleOp(context.shared_from_this(), {});
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})
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.def("parse_asm", &PyContext::parseAsm);
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}
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PyModuleOp PyContext::parseAsm(const std::string &asm_text) {
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// Arrange to get a view that includes a terminating null to avoid
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// additional copy.
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// TODO: Consider using the buffer protocol to access and avoid more copies.
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const char *asm_chars = asm_text.c_str();
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StringRef asm_sr(asm_chars, asm_text.size() + 1);
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// TODO: Output non failure diagnostics (somewhere)
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DiagnosticCapture diag_capture(&context);
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auto module_ref = parseMLIRModuleFromString(asm_sr, &context);
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if (!module_ref) {
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throw py::raiseValueError(
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diag_capture.consumeDiagnosticsAsString("Error parsing ASM"));
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}
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return PyModuleOp{shared_from_this(), module_ref.release()};
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}
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//===----------------------------------------------------------------------===//
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// PyBaseOperation
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//===----------------------------------------------------------------------===//
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PyBaseOperation::~PyBaseOperation() = default;
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void PyBaseOperation::bind(py::module m) {
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py::class_<PyBaseOperation>(m, "BaseOperation")
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.def_property_readonly(
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"name",
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[](PyBaseOperation *self) {
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return std::string(self->getOperation()->getName().getStringRef());
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})
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.def_property_readonly("is_registered",
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[](PyBaseOperation *self) {
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return self->getOperation()->isRegistered();
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})
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.def_property_readonly("num_regions",
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[](PyBaseOperation *self) {
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return self->getOperation()->getNumRegions();
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})
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.def("region", [](PyBaseOperation *self, int index) {
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auto *op = self->getOperation();
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if (index < 0 || index >= op->getNumRegions()) {
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throw py::raisePyError(PyExc_IndexError,
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"Region index out of bounds");
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}
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return PyRegionRef(op->getRegion(index));
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});
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}
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//===----------------------------------------------------------------------===//
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// PyModuleOp
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//===----------------------------------------------------------------------===//
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void PyModuleOp::bind(py::module m) {
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py::class_<PyModuleOp, PyBaseOperation>(m, "ModuleOp")
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.def("to_asm", &PyModuleOp::toAsm, py::arg("debug_info") = false,
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py::arg("pretty") = false, py::arg("large_element_limit") = -1);
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}
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Operation *PyModuleOp::getOperation() { return moduleOp; }
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std::string PyModuleOp::toAsm(bool enableDebugInfo, bool prettyForm,
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int64_t largeElementLimit) {
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// Print to asm.
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std::string asmOutput;
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llvm::raw_string_ostream sout(asmOutput);
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OpPrintingFlags printFlags;
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if (enableDebugInfo) {
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printFlags.enableDebugInfo(prettyForm);
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}
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if (largeElementLimit >= 0) {
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printFlags.elideLargeElementsAttrs(largeElementLimit);
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}
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moduleOp.print(sout, printFlags);
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return sout.str();
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}
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static OwningModuleRef parseMLIRModuleFromString(StringRef contents,
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MLIRContext *context) {
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std::unique_ptr<llvm::MemoryBuffer> contents_buffer;
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@ -225,6 +251,10 @@ void printLocation(Location loc, raw_ostream &out) {
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}
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}
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//===----------------------------------------------------------------------===//
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// DiagnosticCapture
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//===----------------------------------------------------------------------===//
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std::string
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DiagnosticCapture::consumeDiagnosticsAsString(const char *error_message) {
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std::string s;
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@ -266,4 +296,29 @@ DiagnosticCapture::consumeDiagnosticsAsString(const char *error_message) {
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return sout.str();
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}
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//===----------------------------------------------------------------------===//
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// PyRegionRef
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//===----------------------------------------------------------------------===//
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void PyRegionRef::bind(py::module m) {
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py::class_<PyRegionRef>(m, "RegionRef");
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}
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//===----------------------------------------------------------------------===//
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// OpBuilder implementations
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//===----------------------------------------------------------------------===//
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PyBaseOpBuilder::~PyBaseOpBuilder() = default;
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PyOpBuilder::~PyOpBuilder() = default;
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OpBuilder &PyOpBuilder::getBuilder() { return builder; }
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void PyBaseOpBuilder::bind(py::module m) {
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py::class_<PyBaseOpBuilder>(m, "BaseOpBuilder");
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}
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void PyOpBuilder::bind(py::module m) {
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py::class_<PyOpBuilder, PyBaseOpBuilder>(m, "OpBuilder")
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.def(py::init<PyContext &>());
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}
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} // namespace mlir
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@ -0,0 +1,93 @@
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//===- mlir_ir.h - MLIR IR Bindings -------------------------------------===//
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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 NPCOMP_PYTHON_MLIR_IR_H
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#define NPCOMP_PYTHON_MLIR_IR_H
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#include "pybind_utils.h"
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#include "mlir/IR/Block.h"
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#include "mlir/IR/Builders.h"
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#include "mlir/IR/MLIRContext.h"
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#include "mlir/IR/Module.h"
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#include "mlir/IR/Operation.h"
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#include "mlir/IR/Region.h"
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namespace mlir {
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struct PyContext;
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/// Wrapper around an Operation*.
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struct PyBaseOperation {
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virtual ~PyBaseOperation();
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static void bind(py::module m);
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virtual Operation *getOperation() = 0;
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};
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/// Wrapper around Module, capturing a PyContext reference.
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struct PyModuleOp : PyBaseOperation {
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PyModuleOp(std::shared_ptr<PyContext> context, ModuleOp moduleOp)
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: context(context), moduleOp(moduleOp) {}
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static void bind(py::module m);
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Operation *getOperation() override;
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std::string toAsm(bool enableDebugInfo, bool prettyForm,
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int64_t largeElementLimit);
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std::shared_ptr<PyContext> context;
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ModuleOp moduleOp;
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};
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/// Wrapper around MLIRContext.
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struct PyContext : std::enable_shared_from_this<PyContext> {
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static void bind(py::module m);
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PyModuleOp parseAsm(const std::string &asm_text);
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MLIRContext context;
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};
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/// Wrapper around a Region&.
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struct PyRegionRef {
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PyRegionRef(Region ®ion) : region(region) {}
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static void bind(py::module m);
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Region ®ion;
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};
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/// Wrapper around a Block&.
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struct PyBlockRef {
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PyBlockRef(Block &block) : block(block) {}
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static void bind(py::module m);
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Block █
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};
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/// Wrapper around an OpBuilder reference.
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/// This class is inherently dangerous because it does not track ownership
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/// of IR objects that it may be operating on and incorrect usage can cause
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/// memory access errors, just as it can in C++. It is intended for use by
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/// higher level constructs that are specifically coded to satisfy object
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/// lifetime needs.
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class PyBaseOpBuilder {
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public:
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virtual ~PyBaseOpBuilder();
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static void bind(py::module m);
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virtual OpBuilder &getBuilder() = 0;
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};
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/// Wrapper around an instance of an OpBuilder.
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class PyOpBuilder : public PyBaseOpBuilder {
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public:
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PyOpBuilder(PyContext &context) : builder(&context.context) {}
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~PyOpBuilder() override;
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static void bind(py::module m);
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OpBuilder &getBuilder() override;
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private:
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OpBuilder builder;
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};
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} // namespace mlir
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#endif // NPCOMP_PYTHON_MLIR_IR_H
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@ -18,7 +18,13 @@ module @parseSuccess {
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}
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}
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""")
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# CHECK: func @f
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print(m.to_asm())
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# CHECK: OP NAME: module
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print("OP NAME:", m.name)
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# CHECK: NUM_REGIONS: 1
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print("NUM_REGIONS:", m.num_regions)
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region = m.region(0)
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# CHECK-LABEL: PARSE_FAILURE
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print("PARSE_FAILURE")
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@ -6,6 +6,9 @@
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//
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//===----------------------------------------------------------------------===//
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#ifndef NPCOMP_PYTHON_PYBIND_UTILS_H
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#define NPCOMP_PYTHON_PYBIND_UTILS_H
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#include <string>
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#include <pybind11/pybind11.h>
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}
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} // namespace pybind11
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#endif // NPCOMP_PYTHON_PYBIND_UTILS_H
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