MLIR  20.0.0git
ExecutionEngineModule.cpp
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1 //===- ExecutionEngineModule.cpp - Python module for execution engine -----===//
2 //
3 // Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
4 // See https://llvm.org/LICENSE.txt for license information.
5 // SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
6 //
7 //===----------------------------------------------------------------------===//
8 
12 
13 namespace nb = nanobind;
14 using namespace mlir;
15 using namespace mlir::python;
16 
17 namespace {
18 
19 /// Owning Wrapper around an ExecutionEngine.
20 class PyExecutionEngine {
21 public:
22  PyExecutionEngine(MlirExecutionEngine executionEngine)
23  : executionEngine(executionEngine) {}
24  PyExecutionEngine(PyExecutionEngine &&other) noexcept
25  : executionEngine(other.executionEngine) {
26  other.executionEngine.ptr = nullptr;
27  }
28  ~PyExecutionEngine() {
29  if (!mlirExecutionEngineIsNull(executionEngine))
30  mlirExecutionEngineDestroy(executionEngine);
31  }
32  MlirExecutionEngine get() { return executionEngine; }
33 
34  void release() {
35  executionEngine.ptr = nullptr;
36  referencedObjects.clear();
37  }
38  nb::object getCapsule() {
39  return nb::steal<nb::object>(mlirPythonExecutionEngineToCapsule(get()));
40  }
41 
42  // Add an object to the list of referenced objects whose lifetime must exceed
43  // those of the ExecutionEngine.
44  void addReferencedObject(const nb::object &obj) {
45  referencedObjects.push_back(obj);
46  }
47 
48  static nb::object createFromCapsule(nb::object capsule) {
49  MlirExecutionEngine rawPm =
51  if (mlirExecutionEngineIsNull(rawPm))
52  throw nb::python_error();
53  return nb::cast(PyExecutionEngine(rawPm), nb::rv_policy::move);
54  }
55 
56 private:
57  MlirExecutionEngine executionEngine;
58  // We support Python ctypes closures as callbacks. Keep a list of the objects
59  // so that they don't get garbage collected. (The ExecutionEngine itself
60  // just holds raw pointers with no lifetime semantics).
61  std::vector<nb::object> referencedObjects;
62 };
63 
64 } // namespace
65 
66 /// Create the `mlir.execution_engine` module here.
67 NB_MODULE(_mlirExecutionEngine, m) {
68  m.doc() = "MLIR Execution Engine";
69 
70  //----------------------------------------------------------------------------
71  // Mapping of the top-level PassManager
72  //----------------------------------------------------------------------------
73  nb::class_<PyExecutionEngine>(m, "ExecutionEngine")
74  .def(
75  "__init__",
76  [](PyExecutionEngine &self, MlirModule module, int optLevel,
77  const std::vector<std::string> &sharedLibPaths,
78  bool enableObjectDump) {
80  for (const std::string &path : sharedLibPaths)
81  libPaths.push_back({path.c_str(), path.length()});
82  MlirExecutionEngine executionEngine =
83  mlirExecutionEngineCreate(module, optLevel, libPaths.size(),
84  libPaths.data(), enableObjectDump);
85  if (mlirExecutionEngineIsNull(executionEngine))
86  throw std::runtime_error(
87  "Failure while creating the ExecutionEngine.");
88  new (&self) PyExecutionEngine(executionEngine);
89  },
90  nb::arg("module"), nb::arg("opt_level") = 2,
91  nb::arg("shared_libs") = nb::list(),
92  nb::arg("enable_object_dump") = true,
93  "Create a new ExecutionEngine instance for the given Module. The "
94  "module must contain only dialects that can be translated to LLVM. "
95  "Perform transformations and code generation at the optimization "
96  "level `opt_level` if specified, or otherwise at the default "
97  "level of two (-O2). Load a list of libraries specified in "
98  "`shared_libs`.")
99  .def_prop_ro(MLIR_PYTHON_CAPI_PTR_ATTR, &PyExecutionEngine::getCapsule)
100  .def("_testing_release", &PyExecutionEngine::release,
101  "Releases (leaks) the backing ExecutionEngine (for testing purpose)")
102  .def(MLIR_PYTHON_CAPI_FACTORY_ATTR, &PyExecutionEngine::createFromCapsule)
103  .def(
104  "raw_lookup",
105  [](PyExecutionEngine &executionEngine, const std::string &func) {
107  executionEngine.get(),
108  mlirStringRefCreate(func.c_str(), func.size()));
109  return reinterpret_cast<uintptr_t>(res);
110  },
111  nb::arg("func_name"),
112  "Lookup function `func` in the ExecutionEngine.")
113  .def(
114  "raw_register_runtime",
115  [](PyExecutionEngine &executionEngine, const std::string &name,
116  nb::object callbackObj) {
117  executionEngine.addReferencedObject(callbackObj);
118  uintptr_t rawSym =
119  nb::cast<uintptr_t>(nb::getattr(callbackObj, "value"));
121  executionEngine.get(),
122  mlirStringRefCreate(name.c_str(), name.size()),
123  reinterpret_cast<void *>(rawSym));
124  },
125  nb::arg("name"), nb::arg("callback"),
126  "Register `callback` as the runtime symbol `name`.")
127  .def(
128  "dump_to_object_file",
129  [](PyExecutionEngine &executionEngine, const std::string &fileName) {
131  executionEngine.get(),
132  mlirStringRefCreate(fileName.c_str(), fileName.size()));
133  },
134  nb::arg("file_name"), "Dump ExecutionEngine to an object file.");
135 }
NB_MODULE(_mlirExecutionEngine, m)
Create the mlir.execution_engine module here.
static MlirExecutionEngine mlirPythonCapsuleToExecutionEngine(PyObject *capsule)
Extracts an MlirExecutionEngine from a capsule as produced from mlirPythonIntegerSetToCapsule.
Definition: Interop.h:434
#define MLIR_PYTHON_CAPI_PTR_ATTR
Attribute on MLIR Python objects that expose their C-API pointer.
Definition: Interop.h:97
#define MLIR_PYTHON_CAPI_FACTORY_ATTR
Attribute on MLIR Python objects that exposes a factory function for constructing the corresponding P...
Definition: Interop.h:110
static PyObject * mlirPythonExecutionEngineToCapsule(MlirExecutionEngine jit)
Creates a capsule object encapsulating the raw C-API MlirExecutionEngine.
Definition: Interop.h:424
MLIR_CAPI_EXPORTED MlirExecutionEngine mlirExecutionEngineCreate(MlirModule op, int optLevel, int numPaths, const MlirStringRef *sharedLibPaths, bool enableObjectDump)
Creates an ExecutionEngine for the provided ModuleOp.
MLIR_CAPI_EXPORTED void * mlirExecutionEngineLookupPacked(MlirExecutionEngine jit, MlirStringRef name)
Lookup the wrapper of the native function in the execution engine with the given name,...
MLIR_CAPI_EXPORTED void mlirExecutionEngineDumpToObjectFile(MlirExecutionEngine jit, MlirStringRef fileName)
Dump as an object in fileName.
MLIR_CAPI_EXPORTED void mlirExecutionEngineDestroy(MlirExecutionEngine jit)
Destroy an ExecutionEngine instance.
MLIR_CAPI_EXPORTED void mlirExecutionEngineRegisterSymbol(MlirExecutionEngine jit, MlirStringRef name, void *sym)
Register a symbol with the jit: this symbol will be accessible to the jitted code.
static bool mlirExecutionEngineIsNull(MlirExecutionEngine jit)
Checks whether an execution engine is null.
static MlirStringRef mlirStringRefCreate(const char *str, size_t length)
Constructs a string reference from the pointer and length.
Definition: Support.h:82
Include the generated interface declarations.
auto get(MLIRContext *context, Ts &&...params)
Helper method that injects context only if needed, this helps unify some of the attribute constructio...