Files
clang-p2996/mlir/test/python/pass_manager.py
Bimo f8eceb45d0 [MLIR] [Python] align python ir printing with mlir-print-ir-after-all (#107522)
When using the `enable_ir_printing` API from Python, it invokes IR
printing with default args, printing the IR before each pass and
printing IR after pass only if there have been changes. This PR attempts
to align the `enable_ir_printing` API with the documentation
2024-09-18 11:54:16 +08:00

343 lines
9.2 KiB
Python

# RUN: %PYTHON %s 2>&1 | FileCheck %s
import gc, sys
from mlir.ir import *
from mlir.passmanager import *
from mlir.dialects.func import FuncOp
from mlir.dialects.builtin import ModuleOp
# Log everything to stderr and flush so that we have a unified stream to match
# errors/info emitted by MLIR to stderr.
def log(*args):
print(*args, file=sys.stderr)
sys.stderr.flush()
def run(f):
log("\nTEST:", f.__name__)
f()
gc.collect()
assert Context._get_live_count() == 0
# Verify capsule interop.
# CHECK-LABEL: TEST: testCapsule
def testCapsule():
with Context():
pm = PassManager()
pm_capsule = pm._CAPIPtr
assert '"mlir.passmanager.PassManager._CAPIPtr"' in repr(pm_capsule)
pm._testing_release()
pm1 = PassManager._CAPICreate(pm_capsule)
assert pm1 is not None # And does not crash.
run(testCapsule)
# CHECK-LABEL: TEST: testConstruct
@run
def testConstruct():
with Context():
# CHECK: pm1: 'any()'
# CHECK: pm2: 'builtin.module()'
pm1 = PassManager()
pm2 = PassManager("builtin.module")
log(f"pm1: '{pm1}'")
log(f"pm2: '{pm2}'")
# Verify successful round-trip.
# CHECK-LABEL: TEST: testParseSuccess
def testParseSuccess():
with Context():
# An unregistered pass should not parse.
try:
pm = PassManager.parse(
"builtin.module(func.func(not-existing-pass{json=false}))"
)
except ValueError as e:
# CHECK: ValueError exception: {{.+}} 'not-existing-pass' does not refer to a registered pass
log("ValueError exception:", e)
else:
log("Exception not produced")
# A registered pass should parse successfully.
pm = PassManager.parse("builtin.module(func.func(print-op-stats{json=false}))")
# CHECK: Roundtrip: builtin.module(func.func(print-op-stats{json=false}))
log("Roundtrip: ", pm)
run(testParseSuccess)
# Verify successful round-trip.
# CHECK-LABEL: TEST: testParseSpacedPipeline
def testParseSpacedPipeline():
with Context():
# A registered pass should parse successfully even if has extras spaces for readability
pm = PassManager.parse(
"""builtin.module(
func.func( print-op-stats{ json=false } )
)"""
)
# CHECK: Roundtrip: builtin.module(func.func(print-op-stats{json=false}))
log("Roundtrip: ", pm)
run(testParseSpacedPipeline)
# Verify failure on unregistered pass.
# CHECK-LABEL: TEST: testParseFail
def testParseFail():
with Context():
try:
pm = PassManager.parse("any(unknown-pass)")
except ValueError as e:
# CHECK: ValueError exception: MLIR Textual PassPipeline Parser:1:1: error:
# CHECK-SAME: 'unknown-pass' does not refer to a registered pass or pass pipeline
# CHECK: unknown-pass
# CHECK: ^
log("ValueError exception:", e)
else:
log("Exception not produced")
run(testParseFail)
# Check that adding to a pass manager works
# CHECK-LABEL: TEST: testAdd
@run
def testAdd():
pm = PassManager("any", Context())
# CHECK: pm: 'any()'
log(f"pm: '{pm}'")
# CHECK: pm: 'any(cse)'
pm.add("cse")
log(f"pm: '{pm}'")
# CHECK: pm: 'any(cse,cse)'
pm.add("cse")
log(f"pm: '{pm}'")
# Verify failure on incorrect level of nesting.
# CHECK-LABEL: TEST: testInvalidNesting
def testInvalidNesting():
with Context():
try:
pm = PassManager.parse("func.func(normalize-memrefs)")
except ValueError as e:
# CHECK: ValueError exception: Can't add pass 'NormalizeMemRefs' restricted to 'builtin.module' on a PassManager intended to run on 'func.func', did you intend to nest?
log("ValueError exception:", e)
else:
log("Exception not produced")
run(testInvalidNesting)
# Verify that a pass manager can execute on IR
# CHECK-LABEL: TEST: testRunPipeline
def testRunPipeline():
with Context():
pm = PassManager.parse("any(print-op-stats{json=false})")
func = FuncOp.parse(r"""func.func @successfulParse() { return }""")
pm.run(func)
# CHECK: Operations encountered:
# CHECK: func.func , 1
# CHECK: func.return , 1
run(testRunPipeline)
# CHECK-LABEL: TEST: testRunPipelineError
@run
def testRunPipelineError():
with Context() as ctx:
ctx.allow_unregistered_dialects = True
op = Operation.parse('"test.op"() : () -> ()')
pm = PassManager.parse("any(cse)")
try:
pm.run(op)
except MLIRError as e:
# CHECK: Exception: <
# CHECK: Failure while executing pass pipeline:
# CHECK: error: "-":1:1: 'test.op' op trying to schedule a pass on an unregistered operation
# CHECK: note: "-":1:1: see current operation: "test.op"() : () -> ()
# CHECK: >
log(f"Exception: <{e}>")
# CHECK-LABEL: TEST: testPostPassOpInvalidation
@run
def testPostPassOpInvalidation():
with Context() as ctx:
log_op_count = lambda: log("live ops:", ctx._get_live_operation_count())
# CHECK: invalidate_ops=False
log("invalidate_ops=False")
# CHECK: live ops: 0
log_op_count()
module = ModuleOp.parse(
"""
module {
arith.constant 10
func.func @foo() {
arith.constant 10
return
}
}
"""
)
# CHECK: live ops: 1
log_op_count()
outer_const_op = module.body.operations[0]
# CHECK: %[[VAL0:.*]] = arith.constant 10 : i64
log(outer_const_op)
func_op = module.body.operations[1]
# CHECK: func.func @[[FOO:.*]]() {
# CHECK: %[[VAL1:.*]] = arith.constant 10 : i64
# CHECK: return
# CHECK: }
log(func_op)
inner_const_op = func_op.body.blocks[0].operations[0]
# CHECK: %[[VAL1]] = arith.constant 10 : i64
log(inner_const_op)
# CHECK: live ops: 4
log_op_count()
PassManager.parse("builtin.module(canonicalize)").run(
module, invalidate_ops=False
)
# CHECK: func.func @foo() {
# CHECK: return
# CHECK: }
log(func_op)
# CHECK: func.func @foo() {
# CHECK: return
# CHECK: }
log(module)
# CHECK: invalidate_ops=True
log("invalidate_ops=True")
# CHECK: live ops: 4
log_op_count()
module = ModuleOp.parse(
"""
module {
arith.constant 10
func.func @foo() {
arith.constant 10
return
}
}
"""
)
outer_const_op = module.body.operations[0]
func_op = module.body.operations[1]
inner_const_op = func_op.body.blocks[0].operations[0]
# CHECK: live ops: 4
log_op_count()
PassManager.parse("builtin.module(canonicalize)").run(module)
# CHECK: live ops: 1
log_op_count()
try:
log(func_op)
except RuntimeError as e:
# CHECK: the operation has been invalidated
log(e)
try:
log(outer_const_op)
except RuntimeError as e:
# CHECK: the operation has been invalidated
log(e)
try:
log(inner_const_op)
except RuntimeError as e:
# CHECK: the operation has been invalidated
log(e)
# CHECK: func.func @foo() {
# CHECK: return
# CHECK: }
log(module)
# CHECK-LABEL: TEST: testPrintIrAfterAll
@run
def testPrintIrAfterAll():
with Context() as ctx:
module = ModuleOp.parse(
"""
module {
func.func @main() {
%0 = arith.constant 10
return
}
}
"""
)
pm = PassManager.parse("builtin.module(canonicalize)")
ctx.enable_multithreading(False)
pm.enable_ir_printing()
# CHECK: // -----// IR Dump After Canonicalizer (canonicalize) //----- //
# CHECK: module {
# CHECK: func.func @main() {
# CHECK: return
# CHECK: }
# CHECK: }
pm.run(module)
# CHECK-LABEL: TEST: testPrintIrBeforeAndAfterAll
@run
def testPrintIrBeforeAndAfterAll():
with Context() as ctx:
module = ModuleOp.parse(
"""
module {
func.func @main() {
%0 = arith.constant 10
return
}
}
"""
)
pm = PassManager.parse("builtin.module(canonicalize)")
ctx.enable_multithreading(False)
pm.enable_ir_printing(print_before_all=True, print_after_all=True)
# CHECK: // -----// IR Dump Before Canonicalizer (canonicalize) //----- //
# CHECK: module {
# CHECK: func.func @main() {
# CHECK: %[[C10:.*]] = arith.constant 10 : i64
# CHECK: return
# CHECK: }
# CHECK: }
# CHECK: // -----// IR Dump After Canonicalizer (canonicalize) //----- //
# CHECK: module {
# CHECK: func.func @main() {
# CHECK: return
# CHECK: }
# CHECK: }
pm.run(module)