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
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256 | @register_impls
class IRDLFunctions(InterpreterFunctions):
@staticmethod
def get_dialect(interpreter: Interpreter, name: str) -> Dialect:
"""
Get a dialect by name from the interpreter's state
"""
return interpreter.get_data(IRDLFunctions, "irdl.dialects", dict)[name]
@staticmethod
def set_dialect(interpreter: Interpreter, name: str, dialect: Dialect) -> None:
"""
Set or create a dialect by name in the interpreter's state
"""
interpreter.get_data(IRDLFunctions, "irdl.dialects", dict)[name] = dialect
@staticmethod
def get_op(interpreter: Interpreter, name: str) -> type[Operation]:
"""
Get an operation type by name from the interpreter's state
"""
ops = IRDLFunctions.get_dialect(
interpreter, Dialect.split_name(name)[0]
).operations
for op in ops:
if op.name == name:
return op
raise ValueError(f"Operation {name} not found")
@staticmethod
def get_attr(interpreter: Interpreter, name: str) -> type[ParametrizedAttribute]:
"""
Get an attribute type by name from the interpreter's state
"""
attrs = IRDLFunctions.get_dialect(
interpreter, Dialect.split_name(name)[0]
).attributes
for attr in attrs:
if attr.name == name:
if not issubclass(attr, ParametrizedAttribute):
raise ValueError(f"Attribute {name} is not parametrized")
return attr
raise ValueError(f"Attribute {name} not found")
@staticmethod
def _get_op_def(interpreter: Interpreter, name: str) -> OpDef:
"""
Get an operation definition by name from the interpreter's state
"""
return interpreter.get_data(IRDLFunctions, "irdl.op_defs", dict)[name]
@staticmethod
def _set_op_def(interpreter: Interpreter, name: str, op_def: OpDef) -> None:
"""
Set or create an operation definition by name in the interpreter's state
"""
interpreter.get_data(IRDLFunctions, "irdl.op_defs", dict)[name] = op_def
@staticmethod
def _get_attr_def(interpreter: Interpreter, name: str) -> ParamAttrDef:
"""
Get an attribute definition by name from the interpreter's state
"""
return interpreter.get_data(IRDLFunctions, "irdl.attr_defs", dict)[name]
@staticmethod
def _set_attr_def(
interpreter: Interpreter, name: str, attr_def: ParamAttrDef
) -> None:
"""
Set or create an attribute definition by name in the interpreter's state
"""
interpreter.get_data(IRDLFunctions, "irdl.attr_defs", dict)[name] = attr_def
@staticmethod
def next_variable_counter(interpreter: Interpreter) -> int:
counter = interpreter.get_data(
IRDLFunctions, "irdl.variable_counters", lambda: 0
)
interpreter.set_data(IRDLFunctions, "irdl.variable_counters", counter + 1)
return counter
@staticmethod
def variable_wrap(interpreter: Interpreter, constr: AttrConstraint):
counter = IRDLFunctions.next_variable_counter(interpreter)
return VarConstraint(f"V{counter}", constr)
@impl(irdl.IsOp)
def run_is(self, interpreter: Interpreter, op: irdl.IsOp, args: PythonValues):
constr = EqAttrConstraint(op.expected)
if op.output.has_more_than_one_use():
constr = self.variable_wrap(interpreter, constr)
return (constr,)
@impl(irdl.AnyOfOp)
def run_any_of(
self, interpreter: Interpreter, op: irdl.AnyOfOp, args: PythonValues
):
constr = AnyOf[Attribute](args)
if op.output.has_more_than_one_use():
constr = self.variable_wrap(interpreter, constr)
return (constr,)
@impl(irdl.AnyOp)
def run_any(self, interpreter: Interpreter, op: irdl.AnyOp, args: PythonValues):
constr = AnyAttr()
if op.output.has_more_than_one_use():
constr = self.variable_wrap(interpreter, constr)
return (constr,)
@impl(irdl.ParametricOp)
def run_parametric(
self, interpreter: Interpreter, op: irdl.ParametricOp, args: PythonValues
):
base_attr_op = SymbolTable.lookup_symbol(op, op.base_type)
if not isinstance(base_attr_op, irdl.AttributeOp | irdl.TypeOp):
raise ValueError(
f"Expected AttributeOp or TypeOp, got {type(base_attr_op)}"
)
base_type = self.get_attr(interpreter, base_attr_op.qualified_name)
constr = ParamAttrConstraint(base_type, args)
if op.output.has_more_than_one_use():
constr = self.variable_wrap(interpreter, constr)
return (constr,)
@impl(irdl.TypeOp)
def run_type(self, interpreter: Interpreter, op: irdl.TypeOp, args: PythonValues):
name = op.qualified_name
self._set_attr_def(interpreter, name, ParamAttrDef(name, []))
interpreter.run_ssacfg_region(op.body, ())
attr = self.get_attr(interpreter, name)
attr_def = self._get_attr_def(interpreter, name)
to_inject = get_accessors_from_param_attr_def(attr_def)
for k, v in to_inject.items():
setattr(attr, k, v)
return ()
@impl(irdl.OperandsOp)
def run_operands(
self, interpreter: Interpreter, op: irdl.OperandsOp, args: PythonValues
):
op_op = cast(irdl.OperationOp, op.parent_op())
op_name = op_op.qualified_name
self._get_op_def(interpreter, op_name).operands = list(
(python_name(name.data), OperandDef(a)) for name, a in zip(op.names, args)
)
return ()
@impl(irdl.ResultsOp)
def run_results(
self, interpreter: Interpreter, op: irdl.ResultsOp, args: PythonValues
):
op_op = cast(irdl.OperationOp, op.parent_op())
op_name = op_op.qualified_name
self._get_op_def(interpreter, op_name).results = list(
(python_name(name.data), ResultDef(a)) for name, a in zip(op.names, args)
)
return ()
@impl(irdl.OperationOp)
def run_operation(
self, interpreter: Interpreter, op: irdl.OperationOp, args: PythonValues
):
name = op.qualified_name
self._set_op_def(interpreter, name, OpDef(name))
interpreter.run_ssacfg_region(op.body, ())
op_def = self._get_op_def(interpreter, name)
op_type = self.get_op(interpreter, name)
to_inject = get_accessors_from_op_def(op_def, None)
for k, v in to_inject.items():
setattr(op_type, k, v)
return ()
@impl(irdl.ParametersOp)
def run_parameters(
self, interpreter: Interpreter, op: irdl.ParametersOp, args: PythonValues
):
attr_op = cast(irdl.AttributeOp | irdl.TypeOp, op.parent_op())
attr_name = attr_op.qualified_name
self._get_attr_def(interpreter, attr_name).parameters = list(
(python_name(name.data), ParamDef(a)) for name, a in zip(op.names, args)
)
return ()
@impl(irdl.DialectOp)
def run_dialect(
self, interpreter: Interpreter, op: irdl.DialectOp, args: PythonValues
):
operations: list[type[Operation]] = []
attributes: list[type[Attribute]] = []
for entry in op.body.block.ops:
match entry:
case irdl.OperationOp():
operations.append(
type(
entry.get_py_class_name(),
(IRDLOperation,),
dict(IRDLOperation.__dict__)
| {"name": entry.qualified_name},
)
)
case irdl.TypeOp():
attributes.append(
type(
entry.sym_name.data,
(TypeAttribute, ParametrizedAttribute),
dict(ParametrizedAttribute.__dict__)
| {"name": entry.qualified_name},
)
)
case _:
pass
self.set_dialect(
interpreter,
op.sym_name.data,
Dialect(op.sym_name.data, operations, attributes),
)
interpreter.run_ssacfg_region(op.body, ())
return ()
|