llvm-project/mlir/test/Bindings/Python/ir_attributes.py
zhanghb97 2fc0d4a8e8 [mlir] Add Float Attribute, Integer Attribute and Bool Attribute subclasses to python bindings.
Based on PyAttribute and PyConcreteAttribute classes, this patch implements the bindings of Float Attribute, Integer Attribute and Bool Attribute subclasses.
This patch also defines the `mlirFloatAttrDoubleGetChecked` C API which is bound with the `FloatAttr.get_typed` python method.

Differential Revision: https://reviews.llvm.org/D88531
2020-10-03 00:32:51 +08:00

182 lines
4.5 KiB
Python

# RUN: %PYTHON %s | FileCheck %s
import gc
import mlir
def run(f):
print("\nTEST:", f.__name__)
f()
gc.collect()
assert mlir.ir.Context._get_live_count() == 0
# CHECK-LABEL: TEST: testParsePrint
def testParsePrint():
ctx = mlir.ir.Context()
t = ctx.parse_attr('"hello"')
ctx = None
gc.collect()
# CHECK: "hello"
print(str(t))
# CHECK: Attribute("hello")
print(repr(t))
run(testParsePrint)
# CHECK-LABEL: TEST: testParseError
# TODO: Hook the diagnostic manager to capture a more meaningful error
# message.
def testParseError():
ctx = mlir.ir.Context()
try:
t = ctx.parse_attr("BAD_ATTR_DOES_NOT_EXIST")
except ValueError as e:
# CHECK: Unable to parse attribute: 'BAD_ATTR_DOES_NOT_EXIST'
print("testParseError:", e)
else:
print("Exception not produced")
run(testParseError)
# CHECK-LABEL: TEST: testAttrEq
def testAttrEq():
ctx = mlir.ir.Context()
a1 = ctx.parse_attr('"attr1"')
a2 = ctx.parse_attr('"attr2"')
a3 = ctx.parse_attr('"attr1"')
# CHECK: a1 == a1: True
print("a1 == a1:", a1 == a1)
# CHECK: a1 == a2: False
print("a1 == a2:", a1 == a2)
# CHECK: a1 == a3: True
print("a1 == a3:", a1 == a3)
# CHECK: a1 == None: False
print("a1 == None:", a1 == None)
run(testAttrEq)
# CHECK-LABEL: TEST: testAttrEqDoesNotRaise
def testAttrEqDoesNotRaise():
ctx = mlir.ir.Context()
a1 = ctx.parse_attr('"attr1"')
not_an_attr = "foo"
# CHECK: False
print(a1 == not_an_attr)
# CHECK: False
print(a1 == None)
# CHECK: True
print(a1 != None)
run(testAttrEqDoesNotRaise)
# CHECK-LABEL: TEST: testStandardAttrCasts
def testStandardAttrCasts():
ctx = mlir.ir.Context()
a1 = ctx.parse_attr('"attr1"')
astr = mlir.ir.StringAttr(a1)
aself = mlir.ir.StringAttr(astr)
# CHECK: Attribute("attr1")
print(repr(astr))
try:
tillegal = mlir.ir.StringAttr(ctx.parse_attr("1.0"))
except ValueError as e:
# CHECK: ValueError: Cannot cast attribute to StringAttr (from Attribute(1.000000e+00 : f64))
print("ValueError:", e)
else:
print("Exception not produced")
run(testStandardAttrCasts)
# CHECK-LABEL: TEST: testFloatAttr
def testFloatAttr():
ctx = mlir.ir.Context()
fattr = mlir.ir.FloatAttr(ctx.parse_attr("42.0 : f32"))
# CHECK: fattr value: 42.0
print("fattr value:", fattr.value)
# Test factory methods.
loc = ctx.get_unknown_location()
# CHECK: default_get: 4.200000e+01 : f32
print("default_get:", mlir.ir.FloatAttr.get(
mlir.ir.F32Type(ctx), 42.0, loc))
# CHECK: f32_get: 4.200000e+01 : f32
print("f32_get:", mlir.ir.FloatAttr.get_f32(ctx, 42.0))
# CHECK: f64_get: 4.200000e+01 : f64
print("f64_get:", mlir.ir.FloatAttr.get_f64(ctx, 42.0))
try:
fattr_invalid = mlir.ir.FloatAttr.get(
mlir.ir.IntegerType.get_signless(ctx, 32), 42, loc)
except ValueError as e:
# CHECK: invalid 'Type(i32)' and expected floating point type.
print(e)
else:
print("Exception not produced")
run(testFloatAttr)
# CHECK-LABEL: TEST: testIntegerAttr
def testIntegerAttr():
ctx = mlir.ir.Context()
iattr = mlir.ir.IntegerAttr(ctx.parse_attr("42"))
# CHECK: iattr value: 42
print("iattr value:", iattr.value)
# Test factory methods.
# CHECK: default_get: 42 : i32
print("default_get:", mlir.ir.IntegerAttr.get(
mlir.ir.IntegerType.get_signless(ctx, 32), 42))
run(testIntegerAttr)
# CHECK-LABEL: TEST: testBoolAttr
def testBoolAttr():
ctx = mlir.ir.Context()
battr = mlir.ir.BoolAttr(ctx.parse_attr("true"))
# CHECK: iattr value: 1
print("iattr value:", battr.value)
# Test factory methods.
# CHECK: default_get: true
print("default_get:", mlir.ir.BoolAttr.get(ctx, True))
run(testBoolAttr)
# CHECK-LABEL: TEST: testStringAttr
def testStringAttr():
ctx = mlir.ir.Context()
sattr = mlir.ir.StringAttr(ctx.parse_attr('"stringattr"'))
# CHECK: sattr value: stringattr
print("sattr value:", sattr.value)
# Test factory methods.
# CHECK: default_get: "foobar"
print("default_get:", mlir.ir.StringAttr.get(ctx, "foobar"))
# CHECK: typed_get: "12345" : i32
print("typed_get:", mlir.ir.StringAttr.get_typed(
mlir.ir.IntegerType.get_signless(ctx, 32), "12345"))
run(testStringAttr)
# CHECK-LABEL: TEST: testNamedAttr
def testNamedAttr():
ctx = mlir.ir.Context()
a = ctx.parse_attr('"stringattr"')
named = a.get_named("foobar") # Note: under the small object threshold
# CHECK: attr: "stringattr"
print("attr:", named.attr)
# CHECK: name: foobar
print("name:", named.name)
# CHECK: named: NamedAttribute(foobar="stringattr")
print("named:", named)
run(testNamedAttr)