MLIR 22.0.0git
Pass.cpp
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1//===- Pass.cpp - Pass Management -----------------------------------------===//
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
9#include "Pass.h"
10
11#include "Globals.h"
12#include "IRModule.h"
13#include "mlir-c/Pass.h"
14// clang-format off
16#include "mlir-c/Bindings/Python/Interop.h" // This is expected after nanobind.
17// clang-format on
18
19namespace nb = nanobind;
20using namespace nb::literals;
21using namespace mlir;
22using namespace mlir::python;
23
24namespace {
25
26/// Owning Wrapper around a PassManager.
27class PyPassManager {
28public:
29 PyPassManager(MlirPassManager passManager) : passManager(passManager) {}
30 PyPassManager(PyPassManager &&other) noexcept
31 : passManager(other.passManager) {
32 other.passManager.ptr = nullptr;
33 }
34 ~PyPassManager() {
35 if (!mlirPassManagerIsNull(passManager))
36 mlirPassManagerDestroy(passManager);
37 }
38 MlirPassManager get() { return passManager; }
39
40 void release() { passManager.ptr = nullptr; }
41 nb::object getCapsule() {
42 return nb::steal<nb::object>(mlirPythonPassManagerToCapsule(get()));
43 }
44
45 static nb::object createFromCapsule(const nb::object &capsule) {
46 MlirPassManager rawPm = mlirPythonCapsuleToPassManager(capsule.ptr());
47 if (mlirPassManagerIsNull(rawPm))
48 throw nb::python_error();
49 return nb::cast(PyPassManager(rawPm), nb::rv_policy::move);
50 }
51
52private:
53 MlirPassManager passManager;
54};
55
56} // namespace
57
58/// Create the `mlir.passmanager` here.
60 //----------------------------------------------------------------------------
61 // Mapping of enumerated types
62 //----------------------------------------------------------------------------
63 nb::enum_<MlirPassDisplayMode>(m, "PassDisplayMode")
64 .value("LIST", MLIR_PASS_DISPLAY_MODE_LIST)
65 .value("PIPELINE", MLIR_PASS_DISPLAY_MODE_PIPELINE);
66
67 //----------------------------------------------------------------------------
68 // Mapping of MlirExternalPass
69 //----------------------------------------------------------------------------
70 nb::class_<MlirExternalPass>(m, "ExternalPass")
71 .def("signal_pass_failure",
72 [](MlirExternalPass pass) { mlirExternalPassSignalFailure(pass); });
73
74 //----------------------------------------------------------------------------
75 // Mapping of the top-level PassManager
76 //----------------------------------------------------------------------------
77 nb::class_<PyPassManager>(m, "PassManager")
78 .def(
79 "__init__",
80 [](PyPassManager &self, const std::string &anchorOp,
82 MlirPassManager passManager = mlirPassManagerCreateOnOperation(
83 context->get(),
84 mlirStringRefCreate(anchorOp.data(), anchorOp.size()));
85 new (&self) PyPassManager(passManager);
86 },
87 "anchor_op"_a = nb::str("any"), "context"_a = nb::none(),
88 // clang-format off
89 nb::sig("def __init__(self, anchor_op: str = 'any', context: " MAKE_MLIR_PYTHON_QUALNAME("ir.Context") " | None = None) -> None"),
90 // clang-format on
91 "Create a new PassManager for the current (or provided) Context.")
92 .def_prop_ro(MLIR_PYTHON_CAPI_PTR_ATTR, &PyPassManager::getCapsule)
93 .def(MLIR_PYTHON_CAPI_FACTORY_ATTR, &PyPassManager::createFromCapsule)
94 .def("_testing_release", &PyPassManager::release,
95 "Releases (leaks) the backing pass manager (testing)")
96 .def(
97 "enable_ir_printing",
98 [](PyPassManager &passManager, bool printBeforeAll,
99 bool printAfterAll, bool printModuleScope, bool printAfterChange,
100 bool printAfterFailure, std::optional<int64_t> largeElementsLimit,
101 std::optional<int64_t> largeResourceLimit, bool enableDebugInfo,
102 bool printGenericOpForm,
103 std::optional<std::string> optionalTreePrintingPath) {
104 MlirOpPrintingFlags flags = mlirOpPrintingFlagsCreate();
105 if (largeElementsLimit) {
107 *largeElementsLimit);
109 *largeElementsLimit);
110 }
111 if (largeResourceLimit)
113 *largeResourceLimit);
114 if (enableDebugInfo)
115 mlirOpPrintingFlagsEnableDebugInfo(flags, /*enable=*/true,
116 /*prettyForm=*/false);
117 if (printGenericOpForm)
119 std::string treePrintingPath = "";
120 if (optionalTreePrintingPath.has_value())
121 treePrintingPath = optionalTreePrintingPath.value();
123 passManager.get(), printBeforeAll, printAfterAll,
124 printModuleScope, printAfterChange, printAfterFailure, flags,
125 mlirStringRefCreate(treePrintingPath.data(),
126 treePrintingPath.size()));
128 },
129 "print_before_all"_a = false, "print_after_all"_a = true,
130 "print_module_scope"_a = false, "print_after_change"_a = false,
131 "print_after_failure"_a = false,
132 "large_elements_limit"_a = nb::none(),
133 "large_resource_limit"_a = nb::none(), "enable_debug_info"_a = false,
134 "print_generic_op_form"_a = false,
135 "tree_printing_dir_path"_a = nb::none(),
136 "Enable IR printing, default as mlir-print-ir-after-all.")
137 .def(
138 "enable_verifier",
139 [](PyPassManager &passManager, bool enable) {
140 mlirPassManagerEnableVerifier(passManager.get(), enable);
141 },
142 "enable"_a, "Enable / disable verify-each.")
143 .def(
144 "enable_timing",
145 [](PyPassManager &passManager) {
146 mlirPassManagerEnableTiming(passManager.get());
147 },
148 "Enable pass timing.")
149 .def(
150 "enable_statistics",
151 [](PyPassManager &passManager, MlirPassDisplayMode displayMode) {
152 mlirPassManagerEnableStatistics(passManager.get(), displayMode);
153 },
154 "displayMode"_a =
156 "Enable pass statistics.")
157 .def_static(
158 "parse",
159 [](const std::string &pipeline, DefaultingPyMlirContext context) {
160 MlirPassManager passManager = mlirPassManagerCreate(context->get());
161 PyPrintAccumulator errorMsg;
164 mlirStringRefCreate(pipeline.data(), pipeline.size()),
165 errorMsg.getCallback(), errorMsg.getUserData());
166 if (mlirLogicalResultIsFailure(status))
167 throw nb::value_error(errorMsg.join().c_str());
168 return new PyPassManager(passManager);
169 },
170 "pipeline"_a, "context"_a = nb::none(),
171 // clang-format off
172 nb::sig("def parse(pipeline: str, context: " MAKE_MLIR_PYTHON_QUALNAME("ir.Context") " | None = None) -> PassManager"),
173 // clang-format on
174 "Parse a textual pass-pipeline and return a top-level PassManager "
175 "that can be applied on a Module. Throw a ValueError if the pipeline "
176 "can't be parsed")
177 .def(
178 "add",
179 [](PyPassManager &passManager, const std::string &pipeline) {
180 PyPrintAccumulator errorMsg;
182 mlirPassManagerGetAsOpPassManager(passManager.get()),
183 mlirStringRefCreate(pipeline.data(), pipeline.size()),
184 errorMsg.getCallback(), errorMsg.getUserData());
185 if (mlirLogicalResultIsFailure(status))
186 throw nb::value_error(errorMsg.join().c_str());
187 },
188 "pipeline"_a,
189 "Add textual pipeline elements to the pass manager. Throws a "
190 "ValueError if the pipeline can't be parsed.")
191 .def(
192 "add",
193 [](PyPassManager &passManager, const nb::callable &run,
194 std::optional<std::string> &name, const std::string &argument,
195 const std::string &description, const std::string &opName) {
196 if (!name.has_value()) {
197 name = nb::cast<std::string>(
198 nb::borrow<nb::str>(run.attr("__name__")));
199 }
200 MlirTypeID passID = PyGlobals::get().allocateTypeID();
201 MlirExternalPassCallbacks callbacks;
202 callbacks.construct = [](void *obj) {
203 (void)nb::handle(static_cast<PyObject *>(obj)).inc_ref();
204 };
205 callbacks.destruct = [](void *obj) {
206 (void)nb::handle(static_cast<PyObject *>(obj)).dec_ref();
207 };
208 callbacks.initialize = nullptr;
209 callbacks.clone = [](void *) -> void * {
210 throw std::runtime_error("Cloning Python passes not supported");
211 };
212 callbacks.run = [](MlirOperation op, MlirExternalPass pass,
213 void *userData) {
214 nb::handle(static_cast<PyObject *>(userData))(op, pass);
215 };
216 auto externalPass = mlirCreateExternalPass(
217 passID, mlirStringRefCreate(name->data(), name->length()),
218 mlirStringRefCreate(argument.data(), argument.length()),
219 mlirStringRefCreate(description.data(), description.length()),
220 mlirStringRefCreate(opName.data(), opName.size()),
221 /*nDependentDialects*/ 0, /*dependentDialects*/ nullptr,
222 callbacks, /*userData*/ run.ptr());
223 mlirPassManagerAddOwnedPass(passManager.get(), externalPass);
224 },
225 "run"_a, "name"_a.none() = nb::none(), "argument"_a.none() = "",
226 "description"_a.none() = "", "op_name"_a.none() = "",
227 "Add a python-defined pass to the pass manager.")
228 .def(
229 "run",
230 [](PyPassManager &passManager, PyOperationBase &op) {
231 // Actually run the pass manager.
234 passManager.get(), op.getOperation().get());
235 if (mlirLogicalResultIsFailure(status))
236 throw MLIRError("Failure while executing pass pipeline",
237 errors.take());
238 },
239 "operation"_a,
240 // clang-format off
241 nb::sig("def run(self, operation: " MAKE_MLIR_PYTHON_QUALNAME("ir._OperationBase") ") -> None"),
242 // clang-format on
243 "Run the pass manager on the provided operation, raising an "
244 "MLIRError on failure.")
245 .def(
246 "__str__",
247 [](PyPassManager &self) {
248 MlirPassManager passManager = self.get();
249 PyPrintAccumulator printAccum;
252 printAccum.getCallback(), printAccum.getUserData());
253 return printAccum.join();
254 },
255 "Print the textual representation for this PassManager, suitable to "
256 "be passed to `parse` for round-tripping.");
257}
MlirPass mlirCreateExternalPass(MlirTypeID passID, MlirStringRef name, MlirStringRef argument, MlirStringRef description, MlirStringRef opName, intptr_t nDependentDialects, MlirDialectHandle *dependentDialects, MlirExternalPassCallbacks callbacks, void *userData)
Definition Pass.cpp:219
MlirLogicalResult mlirParsePassPipeline(MlirOpPassManager passManager, MlirStringRef pipeline, MlirStringCallback callback, void *userData)
Definition Pass.cpp:131
void mlirPrintPassPipeline(MlirOpPassManager passManager, MlirStringCallback callback, void *userData)
Definition Pass.cpp:125
MlirOpPrintingFlags mlirOpPrintingFlagsCreate()
Definition IR.cpp:202
void mlirOpPrintingFlagsElideLargeElementsAttrs(MlirOpPrintingFlags flags, intptr_t largeElementLimit)
Definition IR.cpp:210
void mlirOpPrintingFlagsEnableDebugInfo(MlirOpPrintingFlags flags, bool enable, bool prettyForm)
Definition IR.cpp:220
void mlirOpPrintingFlagsElideLargeResourceString(MlirOpPrintingFlags flags, intptr_t largeResourceLimit)
Definition IR.cpp:215
void mlirOpPrintingFlagsPrintGenericOpForm(MlirOpPrintingFlags flags)
Definition IR.cpp:225
void mlirOpPrintingFlagsDestroy(MlirOpPrintingFlags flags)
Definition IR.cpp:206
#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
#define MAKE_MLIR_PYTHON_QUALNAME(local)
Definition Interop.h:57
static MlirPassManager mlirPythonCapsuleToPassManager(PyObject *capsule)
Extracts an MlirPassManager from a capsule as produced from mlirPythonPassManagerToCapsule.
Definition Interop.h:320
static PyObject * mlirPythonPassManagerToCapsule(MlirPassManager pm)
Creates a capsule object encapsulating the raw C-API MlirPassManager.
Definition Interop.h:311
PyMlirContextRef & getContext()
Accesses the context reference.
Definition IRModule.h:292
Used in function arguments when None should resolve to the current context manager set instance.
Definition IRModule.h:273
ReferrentTy * get() const
static PyGlobals & get()
Most code should get the globals via this static accessor.
Definition Globals.h:39
MlirTypeID allocateTypeID()
Definition Globals.h:176
Base class for PyOperation and PyOpView which exposes the primary, user visible methods for manipulat...
Definition IRModule.h:552
virtual PyOperation & getOperation()=0
Each must provide access to the raw Operation.
MlirOperation get() const
Definition IRModule.h:638
MLIR_CAPI_EXPORTED void mlirPassManagerEnableVerifier(MlirPassManager passManager, bool enable)
Enable / disable verify-each.
Definition Pass.cpp:75
MLIR_CAPI_EXPORTED void mlirExternalPassSignalFailure(MlirExternalPass pass)
Print a textual MLIR pass pipeline by sending chunks of the string representation and forwarding user...
Definition Pass.cpp:234
MLIR_CAPI_EXPORTED void mlirPassManagerEnableStatistics(MlirPassManager passManager, MlirPassDisplayMode displayMode)
Enable pass statistics.
Definition Pass.cpp:83
MLIR_CAPI_EXPORTED MlirOpPassManager mlirPassManagerGetAsOpPassManager(MlirPassManager passManager)
Cast a top-level PassManager to a generic OpPassManager.
Definition Pass.cpp:39
MLIR_CAPI_EXPORTED MlirLogicalResult mlirPassManagerRunOnOp(MlirPassManager passManager, MlirOperation op)
Run the provided passManager on the given op.
Definition Pass.cpp:43
MLIR_CAPI_EXPORTED void mlirPassManagerEnableTiming(MlirPassManager passManager)
Enable pass timing.
Definition Pass.cpp:79
MLIR_CAPI_EXPORTED MlirPassManager mlirPassManagerCreate(MlirContext ctx)
Create a new top-level PassManager with the default anchor.
Definition Pass.cpp:25
MLIR_CAPI_EXPORTED void mlirPassManagerEnableIRPrinting(MlirPassManager passManager, bool printBeforeAll, bool printAfterAll, bool printModuleScope, bool printAfterOnlyOnChange, bool printAfterOnlyOnFailure, MlirOpPrintingFlags flags, MlirStringRef treePrintingPath)
Enable IR printing.
Definition Pass.cpp:48
MLIR_CAPI_EXPORTED MlirLogicalResult mlirOpPassManagerAddPipeline(MlirOpPassManager passManager, MlirStringRef pipelineElements, MlirStringCallback callback, void *userData)
Parse a sequence of textual MLIR pass pipeline elements and add them to the provided OpPassManager.
Definition Pass.cpp:116
MlirPassDisplayMode
Enumerated type of pass display modes.
Definition Pass.h:97
@ MLIR_PASS_DISPLAY_MODE_LIST
Definition Pass.h:98
@ MLIR_PASS_DISPLAY_MODE_PIPELINE
Definition Pass.h:99
MLIR_CAPI_EXPORTED void mlirPassManagerAddOwnedPass(MlirPassManager passManager, MlirPass pass)
Add a pass and transfer ownership to the provided top-level mlirPassManager.
Definition Pass.cpp:107
static bool mlirPassManagerIsNull(MlirPassManager passManager)
Checks if a PassManager is null.
Definition Pass.h:65
MLIR_CAPI_EXPORTED MlirPassManager mlirPassManagerCreateOnOperation(MlirContext ctx, MlirStringRef anchorOp)
Create a new top-level PassManager anchored on anchorOp.
Definition Pass.cpp:29
MLIR_CAPI_EXPORTED void mlirPassManagerDestroy(MlirPassManager passManager)
Destroy the provided PassManager.
Definition Pass.cpp:34
static MlirStringRef mlirStringRefCreate(const char *str, size_t length)
Constructs a string reference from the pointer and length.
Definition Support.h:82
static bool mlirLogicalResultIsFailure(MlirLogicalResult res)
Checks if the given logical result represents a failure.
Definition Support.h:127
void populatePassManagerSubmodule(nanobind::module_ &m)
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...
A logical result value, essentially a boolean with named states.
Definition Support.h:116
Accumulates into a python string from a method that accepts an MlirStringCallback.
MlirStringCallback getCallback()
Custom exception that allows access to error diagnostic information.
Definition IRModule.h:1318
RAII object that captures any error diagnostics emitted to the provided context.
Definition IRModule.h:408