from mlir.ir import *
from mlir.dialects import transform
from mlir.dialects.transform import pdl as transform_pdl
def run(f):
with Context(), Location.unknown():
module = Module.create()
with InsertionPoint(module.body):
print("\nTEST:", f.__name__)
f()
print(module)
return f
@run
def testTypes():
any_op = transform.AnyOpType.get()
print(any_op)
concrete_op = transform.OperationType.get("foo.bar")
print(concrete_op)
print(concrete_op.operation_name)
@run
def testSequenceOp():
sequence = transform.SequenceOp(
transform.FailurePropagationMode.PROPAGATE,
[transform.AnyOpType.get()],
transform.AnyOpType.get(),
)
with InsertionPoint(sequence.body):
transform.YieldOp([sequence.bodyTarget])
@run
def testNestedSequenceOp():
sequence = transform.SequenceOp(
transform.FailurePropagationMode.PROPAGATE, [], transform.AnyOpType.get()
)
with InsertionPoint(sequence.body):
nested = transform.SequenceOp(
transform.FailurePropagationMode.PROPAGATE, [], sequence.bodyTarget
)
with InsertionPoint(nested.body):
doubly_nested = transform.SequenceOp(
transform.FailurePropagationMode.PROPAGATE,
[transform.AnyOpType.get()],
nested.bodyTarget,
)
with InsertionPoint(doubly_nested.body):
transform.YieldOp([doubly_nested.bodyTarget])
transform.YieldOp()
transform.YieldOp()
@run
def testSequenceOpWithExtras():
sequence = transform.SequenceOp(
transform.FailurePropagationMode.PROPAGATE,
[],
transform.AnyOpType.get(),
[transform.AnyOpType.get(), transform.OperationType.get("foo.bar")],
)
with InsertionPoint(sequence.body):
transform.YieldOp()
@run
def testNestedSequenceOpWithExtras():
sequence = transform.SequenceOp(
transform.FailurePropagationMode.PROPAGATE,
[],
transform.AnyOpType.get(),
[transform.AnyOpType.get(), transform.OperationType.get("foo.bar")],
)
with InsertionPoint(sequence.body):
nested = transform.SequenceOp(
transform.FailurePropagationMode.PROPAGATE,
[],
sequence.bodyTarget,
sequence.bodyExtraArgs,
)
with InsertionPoint(nested.body):
transform.YieldOp()
transform.YieldOp()
@run
def testTransformPDLOps():
withPdl = transform_pdl.WithPDLPatternsOp(transform.AnyOpType.get())
with InsertionPoint(withPdl.body):
sequence = transform.SequenceOp(
transform.FailurePropagationMode.PROPAGATE,
[transform.AnyOpType.get()],
withPdl.bodyTarget,
)
with InsertionPoint(sequence.body):
match = transform_pdl.PDLMatchOp(
transform.AnyOpType.get(), sequence.bodyTarget, "pdl_matcher"
)
transform.YieldOp(match)
@run
def testGetParentOp():
sequence = transform.SequenceOp(
transform.FailurePropagationMode.PROPAGATE, [], transform.AnyOpType.get()
)
with InsertionPoint(sequence.body):
transform.GetParentOp(
transform.AnyOpType.get(), sequence.bodyTarget, isolated_from_above=True
)
transform.YieldOp()
@run
def testMergeHandlesOp():
sequence = transform.SequenceOp(
transform.FailurePropagationMode.PROPAGATE, [], transform.AnyOpType.get()
)
with InsertionPoint(sequence.body):
transform.MergeHandlesOp([sequence.bodyTarget])
transform.YieldOp()
@run
def testApplyPatternsOpCompact():
sequence = transform.SequenceOp(
transform.FailurePropagationMode.PROPAGATE, [], transform.AnyOpType.get()
)
with InsertionPoint(sequence.body):
with InsertionPoint(transform.ApplyPatternsOp(sequence.bodyTarget).patterns):
transform.ApplyCanonicalizationPatternsOp()
transform.YieldOp()
@run
def testApplyPatternsOpWithType():
sequence = transform.SequenceOp(
transform.FailurePropagationMode.PROPAGATE, [],
transform.OperationType.get('test.dummy')
)
with InsertionPoint(sequence.body):
with InsertionPoint(transform.ApplyPatternsOp(sequence.bodyTarget).patterns):
transform.ApplyCanonicalizationPatternsOp()
transform.YieldOp()
@run
def testReplicateOp():
with_pdl = transform_pdl.WithPDLPatternsOp(transform.AnyOpType.get())
with InsertionPoint(with_pdl.body):
sequence = transform.SequenceOp(
transform.FailurePropagationMode.PROPAGATE, [], with_pdl.bodyTarget
)
with InsertionPoint(sequence.body):
m1 = transform_pdl.PDLMatchOp(
transform.AnyOpType.get(), sequence.bodyTarget, "first"
)
m2 = transform_pdl.PDLMatchOp(
transform.AnyOpType.get(), sequence.bodyTarget, "second"
)
transform.ReplicateOp(m1, [m2])
transform.YieldOp()