1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
|
//===- MainModule.cpp - Main pybind module --------------------------------===//
//
// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
// See https://llvm.org/LICENSE.txt for license information.
// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
//
//===----------------------------------------------------------------------===//
#include "Globals.h"
#include "IRModule.h"
#include "NanobindUtils.h"
#include "Pass.h"
#include "Rewrite.h"
#include "mlir/Bindings/Python/Nanobind.h"
namespace nb = nanobind;
using namespace mlir;
using namespace nb::literals;
using namespace mlir::python;
// -----------------------------------------------------------------------------
// Module initialization.
// -----------------------------------------------------------------------------
NB_MODULE(_mlir, m) {
m.doc() = "MLIR Python Native Extension";
nb::class_<PyGlobals>(m, "_Globals")
.def_prop_rw("dialect_search_modules",
&PyGlobals::getDialectSearchPrefixes,
&PyGlobals::setDialectSearchPrefixes)
.def("append_dialect_search_prefix", &PyGlobals::addDialectSearchPrefix,
"module_name"_a)
.def(
"_check_dialect_module_loaded",
[](PyGlobals &self, const std::string &dialectNamespace) {
return self.loadDialectModule(dialectNamespace);
},
"dialect_namespace"_a)
.def("_register_dialect_impl", &PyGlobals::registerDialectImpl,
"dialect_namespace"_a, "dialect_class"_a,
"Testing hook for directly registering a dialect")
.def("_register_operation_impl", &PyGlobals::registerOperationImpl,
"operation_name"_a, "operation_class"_a, nb::kw_only(),
"replace"_a = false,
"Testing hook for directly registering an operation");
// Aside from making the globals accessible to python, having python manage
// it is necessary to make sure it is destroyed (and releases its python
// resources) properly.
m.attr("globals") = nb::cast(new PyGlobals, nb::rv_policy::take_ownership);
// Registration decorators.
m.def(
"register_dialect",
[](nb::type_object pyClass) {
std::string dialectNamespace =
nanobind::cast<std::string>(pyClass.attr("DIALECT_NAMESPACE"));
PyGlobals::get().registerDialectImpl(dialectNamespace, pyClass);
return pyClass;
},
"dialect_class"_a,
"Class decorator for registering a custom Dialect wrapper");
m.def(
"register_operation",
[](const nb::type_object &dialectClass, bool replace) -> nb::object {
return nb::cpp_function(
[dialectClass,
replace](nb::type_object opClass) -> nb::type_object {
std::string operationName =
nanobind::cast<std::string>(opClass.attr("OPERATION_NAME"));
PyGlobals::get().registerOperationImpl(operationName, opClass,
replace);
// Dict-stuff the new opClass by name onto the dialect class.
nb::object opClassName = opClass.attr("__name__");
dialectClass.attr(opClassName) = opClass;
return opClass;
});
},
"dialect_class"_a, nb::kw_only(), "replace"_a = false,
"Produce a class decorator for registering an Operation class as part of "
"a dialect");
m.def(
MLIR_PYTHON_CAPI_TYPE_CASTER_REGISTER_ATTR,
[](MlirTypeID mlirTypeID, bool replace) -> nb::object {
return nb::cpp_function([mlirTypeID, replace](
nb::callable typeCaster) -> nb::object {
PyGlobals::get().registerTypeCaster(mlirTypeID, typeCaster, replace);
return typeCaster;
});
},
"typeid"_a, nb::kw_only(), "replace"_a = false,
"Register a type caster for casting MLIR types to custom user types.");
m.def(
MLIR_PYTHON_CAPI_VALUE_CASTER_REGISTER_ATTR,
[](MlirTypeID mlirTypeID, bool replace) -> nb::object {
return nb::cpp_function(
[mlirTypeID, replace](nb::callable valueCaster) -> nb::object {
PyGlobals::get().registerValueCaster(mlirTypeID, valueCaster,
replace);
return valueCaster;
});
},
"typeid"_a, nb::kw_only(), "replace"_a = false,
"Register a value caster for casting MLIR values to custom user values.");
// Define and populate IR submodule.
auto irModule = m.def_submodule("ir", "MLIR IR Bindings");
populateIRCore(irModule);
populateIRAffine(irModule);
populateIRAttributes(irModule);
populateIRInterfaces(irModule);
populateIRTypes(irModule);
auto rewriteModule = m.def_submodule("rewrite", "MLIR Rewrite Bindings");
populateRewriteSubmodule(rewriteModule);
// Define and populate PassManager submodule.
auto passModule =
m.def_submodule("passmanager", "MLIR Pass Management Bindings");
populatePassManagerSubmodule(passModule);
}
|