# RUN: %PYTHON %s | FileCheck %s

import gc

from mlir.ir import *


def run(f):
    print("\nTEST:", f.__name__)
    f()
    gc.collect()
    assert Context._get_live_count() == 0
    return f


# CHECK-LABEL: TEST: testParsePrint
@run
def testParsePrint():
    with Context() as ctx:
        t = Attribute.parse('"hello"')
    assert t.context is ctx
    ctx = None
    gc.collect()
    # CHECK: "hello"
    print(str(t))
    # CHECK: StringAttr("hello")
    print(repr(t))


# CHECK-LABEL: TEST: testParseError
@run
def testParseError():
    with Context():
        try:
            t = Attribute.parse("BAD_ATTR_DOES_NOT_EXIST")
        except MLIRError as e:
            # CHECK: testParseError: <
            # CHECK:   Unable to parse attribute:
            # CHECK:   error: "BAD_ATTR_DOES_NOT_EXIST":1:1: expected attribute value
            # CHECK: >
            print(f"testParseError: <{e}>")
        else:
            print("Exception not produced")


# CHECK-LABEL: TEST: testAttrEq
@run
def testAttrEq():
    with Context():
        a1 = Attribute.parse('"attr1"')
        a2 = Attribute.parse('"attr2"')
        a3 = Attribute.parse('"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)


# CHECK-LABEL: TEST: testAttrHash
@run
def testAttrHash():
    with Context():
        a1 = Attribute.parse('"attr1"')
        a2 = Attribute.parse('"attr2"')
        a3 = Attribute.parse('"attr1"')
        # CHECK: hash(a1) == hash(a3): True
        print("hash(a1) == hash(a3):", a1.__hash__() == a3.__hash__())

        s = set()
        s.add(a1)
        s.add(a2)
        s.add(a3)
        # CHECK: len(s): 2
        print("len(s): ", len(s))


# CHECK-LABEL: TEST: testAttrCast
@run
def testAttrCast():
    with Context():
        a1 = Attribute.parse('"attr1"')
        a2 = Attribute(a1)
        # CHECK: a1 == a2: True
        print("a1 == a2:", a1 == a2)


# CHECK-LABEL: TEST: testAttrIsInstance
@run
def testAttrIsInstance():
    with Context():
        a1 = Attribute.parse("42")
        a2 = Attribute.parse("[42]")
        assert IntegerAttr.isinstance(a1)
        assert not IntegerAttr.isinstance(a2)
        assert not ArrayAttr.isinstance(a1)
        assert ArrayAttr.isinstance(a2)


# CHECK-LABEL: TEST: testAttrEqDoesNotRaise
@run
def testAttrEqDoesNotRaise():
    with Context():
        a1 = Attribute.parse('"attr1"')
        not_an_attr = "foo"
        # CHECK: False
        print(a1 == not_an_attr)
        # CHECK: False
        print(a1 == None)
        # CHECK: True
        print(a1 != None)


# CHECK-LABEL: TEST: testAttrCapsule
@run
def testAttrCapsule():
    with Context() as ctx:
        a1 = Attribute.parse('"attr1"')
    # CHECK: mlir.ir.Attribute._CAPIPtr
    attr_capsule = a1._CAPIPtr
    print(attr_capsule)
    a2 = Attribute._CAPICreate(attr_capsule)
    assert a2 == a1
    assert a2.context is ctx


# CHECK-LABEL: TEST: testStandardAttrCasts
@run
def testStandardAttrCasts():
    with Context():
        a1 = Attribute.parse('"attr1"')
        astr = StringAttr(a1)
        aself = StringAttr(astr)
        # CHECK: StringAttr("attr1")
        print(repr(astr))
        try:
            tillegal = StringAttr(Attribute.parse("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")


# CHECK-LABEL: TEST: testAffineMapAttr
@run
def testAffineMapAttr():
    with Context() as ctx:
        d0 = AffineDimExpr.get(0)
        d1 = AffineDimExpr.get(1)
        c2 = AffineConstantExpr.get(2)
        map0 = AffineMap.get(2, 3, [])

        # CHECK: affine_map<(d0, d1)[s0, s1, s2] -> ()>
        attr_built = AffineMapAttr.get(map0)
        print(str(attr_built))

        attr_parsed = Attribute.parse(str(attr_built))
        assert attr_built == attr_parsed


# CHECK-LABEL: TEST: testFloatAttr
@run
def testFloatAttr():
    with Context(), Location.unknown():
        fattr = FloatAttr(Attribute.parse("42.0 : f32"))
        # CHECK: fattr value: 42.0
        print("fattr value:", fattr.value)
        # CHECK: fattr float: 42.0 <class 'float'>
        print("fattr float:", float(fattr), type(float(fattr)))

        # Test factory methods.
        # CHECK: default_get: 4.200000e+01 : f32
        print("default_get:", FloatAttr.get(F32Type.get(), 42.0))
        # CHECK: f32_get: 4.200000e+01 : f32
        print("f32_get:", FloatAttr.get_f32(42.0))
        # CHECK: f64_get: 4.200000e+01 : f64
        print("f64_get:", FloatAttr.get_f64(42.0))
        try:
            fattr_invalid = FloatAttr.get(IntegerType.get_signless(32), 42)
        except MLIRError as e:
            # CHECK: Invalid attribute:
            # CHECK: error: unknown: expected floating point type
            print(e)
        else:
            print("Exception not produced")


# CHECK-LABEL: TEST: testIntegerAttr
@run
def testIntegerAttr():
    with Context() as ctx:
        i_attr = IntegerAttr(Attribute.parse("42"))
        # CHECK: i_attr value: 42
        print("i_attr value:", i_attr.value)
        # CHECK: i_attr type: i64
        print("i_attr type:", i_attr.type)
        # CHECK: i_attr int: 42 <class 'int'>
        print("i_attr int:", int(i_attr), type(int(i_attr)))
        si_attr = IntegerAttr(Attribute.parse("-1 : si8"))
        # CHECK: si_attr value: -1
        print("si_attr value:", si_attr.value)
        ui_attr = IntegerAttr(Attribute.parse("255 : ui8"))
        # CHECK: i_attr int: -1 <class 'int'>
        print("si_attr int:", int(si_attr), type(int(si_attr)))
        # CHECK: ui_attr value: 255
        print("ui_attr value:", ui_attr.value)
        # CHECK: i_attr int: 255 <class 'int'>
        print("ui_attr int:", int(ui_attr), type(int(ui_attr)))
        idx_attr = IntegerAttr(Attribute.parse("-1 : index"))
        # CHECK: idx_attr value: -1
        print("idx_attr value:", idx_attr.value)
        # CHECK: idx_attr int: -1 <class 'int'>
        print("idx_attr int:", int(idx_attr), type(int(idx_attr)))

        # Test factory methods.
        # CHECK: default_get: 42 : i32
        print("default_get:", IntegerAttr.get(IntegerType.get_signless(32), 42))


# CHECK-LABEL: TEST: testBoolAttr
@run
def testBoolAttr():
    with Context() as ctx:
        battr = BoolAttr(Attribute.parse("true"))
        # CHECK: iattr value: True
        print("iattr value:", battr.value)
        # CHECK: iattr bool: True <class 'bool'>
        print("iattr bool:", bool(battr), type(bool(battr)))

        # Test factory methods.
        # CHECK: default_get: true
        print("default_get:", BoolAttr.get(True))


# CHECK-LABEL: TEST: testFlatSymbolRefAttr
@run
def testFlatSymbolRefAttr():
    with Context() as ctx:
        sattr = Attribute.parse("@symbol")
        # CHECK: symattr value: symbol
        print("symattr value:", sattr.value)

        # Test factory methods.
        # CHECK: default_get: @foobar
        print("default_get:", FlatSymbolRefAttr.get("foobar"))


# CHECK-LABEL: TEST: testSymbolRefAttr
@run
def testSymbolRefAttr():
    with Context() as ctx:
        sattr = Attribute.parse("@symbol1::@symbol2")
        # CHECK: symattr value: ['symbol1', 'symbol2']
        print("symattr value:", sattr.value)

        # CHECK: default_get: @symbol1::@symbol2
        print("default_get:", SymbolRefAttr.get(["symbol1", "symbol2"]))

        # CHECK: default_get: @"@symbol1"::@"@symbol2"
        print("default_get:", SymbolRefAttr.get(["@symbol1", "@symbol2"]))


# CHECK-LABEL: TEST: testOpaqueAttr
@run
def testOpaqueAttr():
    with Context() as ctx:
        ctx.allow_unregistered_dialects = True
        oattr = OpaqueAttr(Attribute.parse("#pytest_dummy.dummyattr<>"))
        # CHECK: oattr value: pytest_dummy
        print("oattr value:", oattr.dialect_namespace)
        # CHECK: oattr value: b'dummyattr<>'
        print("oattr value:", oattr.data)

        # Test factory methods.
        # CHECK: default_get: #foobar<123>
        print(
            "default_get:",
            OpaqueAttr.get("foobar", bytes("123", "utf-8"), NoneType.get()),
        )


# CHECK-LABEL: TEST: testStringAttr
@run
def testStringAttr():
    with Context() as ctx:
        sattr = StringAttr(Attribute.parse('"stringattr"'))
        # CHECK: sattr value: stringattr
        print("sattr value:", sattr.value)
        # CHECK: sattr value: b'stringattr'
        print("sattr value:", sattr.value_bytes)

        # Test factory methods.
        # CHECK: default_get: "foobar"
        print("default_get:", StringAttr.get("foobar"))
        # CHECK: typed_get: "12345" : i32
        print("typed_get:", StringAttr.get_typed(IntegerType.get_signless(32), "12345"))


# CHECK-LABEL: TEST: testNamedAttr
@run
def testNamedAttr():
    with Context():
        a = Attribute.parse('"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)


# CHECK-LABEL: TEST: testDenseIntAttr
@run
def testDenseIntAttr():
    with Context():
        raw = Attribute.parse("dense<[[0,1,2],[3,4,5]]> : vector<2x3xi32>")
        # CHECK: attr: dense<[{{\[}}0, 1, 2], [3, 4, 5]]>
        print("attr:", raw)

        a = DenseIntElementsAttr(raw)
        assert len(a) == 6

        # CHECK: 0 1 2 3 4 5
        for value in a:
            print(value, end=" ")
        print()

        # CHECK: i32
        print(ShapedType(a.type).element_type)

        raw = Attribute.parse("dense<[true,false,true,false]> : vector<4xi1>")
        # CHECK: attr: dense<[true, false, true, false]>
        print("attr:", raw)

        a = DenseIntElementsAttr(raw)
        assert len(a) == 4

        # CHECK: 1 0 1 0
        for value in a:
            print(value, end=" ")
        print()

        # CHECK: i1
        print(ShapedType(a.type).element_type)


@run
def testDenseArrayGetItem():
    def print_item(attr_asm):
        attr = Attribute.parse(attr_asm)
        print(f"{len(attr)}: {attr[0]}, {attr[1]}")

    with Context():
        # CHECK: 2: False, True
        print_item("array<i1: false, true>")
        # CHECK: 2: 2, 3
        print_item("array<i8: 2, 3>")
        # CHECK: 2: 4, 5
        print_item("array<i16: 4, 5>")
        # CHECK: 2: 6, 7
        print_item("array<i32: 6, 7>")
        # CHECK: 2: 8, 9
        print_item("array<i64: 8, 9>")
        # CHECK: 2: 1.{{0+}}, 2.{{0+}}
        print_item("array<f32: 1.0, 2.0>")
        # CHECK: 2: 3.{{0+}}, 4.{{0+}}
        print_item("array<f64: 3.0, 4.0>")

        class MyBool:
            def __bool__(self):
                return True

        # CHECK: myboolarray: array<i1: true>
        print("myboolarray:", DenseBoolArrayAttr.get([MyBool()]))


# CHECK-LABEL: TEST: testDenseArrayAttrConstruction
@run
def testDenseArrayAttrConstruction():
    with Context(), Location.unknown():

        def create_and_print(cls, x):
            try:
                darr = cls.get(x)
                print(f"input: {x} ({type(x)}), result: {darr}")
            except Exception as ex:
                print(f"input: {x} ({type(x)}), error: {ex}")

        # CHECK: input: [4, 2] (<class 'list'>),
        # CHECK-SAME: result: array<i8: 4, 2>
        create_and_print(DenseI8ArrayAttr, [4, 2])

        # CHECK: input: [4, 2.0] (<class 'list'>),
        # CHECK-SAME: error: get(): incompatible function arguments
        create_and_print(DenseI8ArrayAttr, [4, 2.0])

        # CHECK: input: [40000, 2] (<class 'list'>),
        # CHECK-SAME: error: get(): incompatible function arguments
        create_and_print(DenseI8ArrayAttr, [40000, 2])

        # CHECK: input: range(0, 4) (<class 'range'>),
        # CHECK-SAME: result: array<i8: 0, 1, 2, 3>
        create_and_print(DenseI8ArrayAttr, range(4))

        # CHECK: input: [IntegerAttr(4 : i64), IntegerAttr(2 : i64)] (<class 'list'>),
        # CHECK-SAME: result: array<i8: 4, 2>
        create_and_print(DenseI8ArrayAttr, [Attribute.parse(f"{x}") for x in [4, 2]])

        # CHECK: input: [IntegerAttr(4000 : i64), IntegerAttr(2 : i64)] (<class 'list'>),
        # CHECK-SAME: error: get(): incompatible function arguments
        create_and_print(DenseI8ArrayAttr, [Attribute.parse(f"{x}") for x in [4000, 2]])

        # CHECK: input: [IntegerAttr(4 : i64), FloatAttr(2.000000e+00 : f64)] (<class 'list'>),
        # CHECK-SAME: error: get(): incompatible function arguments
        create_and_print(DenseI8ArrayAttr, [Attribute.parse(f"{x}") for x in [4, 2.0]])

        # CHECK: input: [IntegerAttr(4 : i8), IntegerAttr(2 : ui16)] (<class 'list'>),
        # CHECK-SAME: result: array<i8: 4, 2>
        create_and_print(
            DenseI8ArrayAttr, [Attribute.parse(s) for s in ["4 : i8", "2 : ui16"]]
        )

        # CHECK: input: [FloatAttr(4.000000e+00 : f64), FloatAttr(2.000000e+00 : f64)] (<class 'list'>)
        # CHECK-SAME: result: array<f32: 4.000000e+00, 2.000000e+00>
        create_and_print(
            DenseF32ArrayAttr, [Attribute.parse(f"{x}") for x in [4.0, 2.0]]
        )

        # CHECK: [BoolAttr(true), BoolAttr(false)] (<class 'list'>),
        # CHECK-SAME: result: array<i1: true, false>
        create_and_print(
            DenseBoolArrayAttr, [Attribute.parse(f"{x}") for x in ["true", "false"]]
        )


# CHECK-LABEL: TEST: testDenseIntAttrGetItem
@run
def testDenseIntAttrGetItem():
    def print_item(attr_asm):
        attr = Attribute.parse(attr_asm)
        dtype = ShapedType(attr.type).element_type
        try:
            item = attr[0]
            print(f"{dtype}:", item)
        except TypeError as e:
            print(f"{dtype}:", e)

    with Context():
        # CHECK: i1: 1
        print_item("dense<true> : tensor<i1>")
        # CHECK: i8: 123
        print_item("dense<123> : tensor<i8>")
        # CHECK: i16: 123
        print_item("dense<123> : tensor<i16>")
        # CHECK: i32: 123
        print_item("dense<123> : tensor<i32>")
        # CHECK: i64: 123
        print_item("dense<123> : tensor<i64>")
        # CHECK: ui8: 123
        print_item("dense<123> : tensor<ui8>")
        # CHECK: ui16: 123
        print_item("dense<123> : tensor<ui16>")
        # CHECK: ui32: 123
        print_item("dense<123> : tensor<ui32>")
        # CHECK: ui64: 123
        print_item("dense<123> : tensor<ui64>")
        # CHECK: si8: -123
        print_item("dense<-123> : tensor<si8>")
        # CHECK: si16: -123
        print_item("dense<-123> : tensor<si16>")
        # CHECK: si32: -123
        print_item("dense<-123> : tensor<si32>")
        # CHECK: si64: -123
        print_item("dense<-123> : tensor<si64>")

        # CHECK: i7: Unsupported integer type
        print_item("dense<123> : tensor<i7>")


# CHECK-LABEL: TEST: testDenseFPAttr
@run
def testDenseFPAttr():
    with Context():
        raw = Attribute.parse("dense<[0.0, 1.0, 2.0, 3.0]> : vector<4xf32>")
        # CHECK: attr: dense<[0.000000e+00, 1.000000e+00, 2.000000e+00, 3.000000e+00]>

        print("attr:", raw)

        a = DenseFPElementsAttr(raw)
        assert len(a) == 4

        # CHECK: 0.0 1.0 2.0 3.0
        for value in a:
            print(value, end=" ")
        print()

        # CHECK: f32
        print(ShapedType(a.type).element_type)


# CHECK-LABEL: TEST: testDictAttr
@run
def testDictAttr():
    with Context():
        dict_attr = {
            "stringattr": StringAttr.get("string"),
            "integerattr": IntegerAttr.get(IntegerType.get_signless(32), 42),
        }

        a = DictAttr.get(dict_attr)

        # CHECK attr: {integerattr = 42 : i32, stringattr = "string"}
        print("attr:", a)

        assert len(a) == 2

        # CHECK: integerattr: IntegerAttr(42 : i32)
        print("integerattr:", repr(a["integerattr"]))

        # CHECK: stringattr: StringAttr("string")
        print("stringattr:", repr(a["stringattr"]))

        # CHECK: True
        print("stringattr" in a)

        # CHECK: False
        print("not_in_dict" in a)

        # Check that exceptions are raised as expected.
        try:
            _ = a["does_not_exist"]
        except KeyError:
            pass
        else:
            assert False, "Exception not produced"

        try:
            _ = a[42]
        except IndexError:
            pass
        else:
            assert False, "expected IndexError on accessing an out-of-bounds attribute"

        # CHECK "empty: {}"
        print("empty: ", DictAttr.get())


# CHECK-LABEL: TEST: testTypeAttr
@run
def testTypeAttr():
    with Context():
        raw = Attribute.parse("vector<4xf32>")
        # CHECK: attr: vector<4xf32>
        print("attr:", raw)
        type_attr = TypeAttr(raw)
        # CHECK: f32
        print(ShapedType(type_attr.value).element_type)


# CHECK-LABEL: TEST: testArrayAttr
@run
def testArrayAttr():
    with Context():
        arr = Attribute.parse("[42, true, vector<4xf32>]")
    # CHECK: arr: [42, true, vector<4xf32>]
    print("arr:", arr)
    # CHECK: - IntegerAttr(42 : i64)
    # CHECK: - BoolAttr(true)
    # CHECK: - TypeAttr(vector<4xf32>)
    for attr in arr:
        print("- ", repr(attr))

    with Context():
        intAttr = Attribute.parse("42")
        vecAttr = Attribute.parse("vector<4xf32>")
        boolAttr = BoolAttr.get(True)
        raw = ArrayAttr.get([vecAttr, boolAttr, intAttr])
    # CHECK: attr: [vector<4xf32>, true, 42]
    print("raw attr:", raw)
    # CHECK: - TypeAttr(vector<4xf32>)
    # CHECK: - BoolAttr(true
    # CHECK: - IntegerAttr(42 : i64)
    arr = raw
    for attr in arr:
        print("- ", repr(attr))
    # CHECK: attr[0]: TypeAttr(vector<4xf32>)
    print("attr[0]:", repr(arr[0]))
    # CHECK: attr[1]: BoolAttr(true)
    print("attr[1]:", repr(arr[1]))
    # CHECK: attr[2]: IntegerAttr(42 : i64)
    print("attr[2]:", repr(arr[2]))
    try:
        print("attr[3]:", arr[3])
    except IndexError as e:
        # CHECK: Error: ArrayAttribute index out of range
        print("Error: ", e)
    with Context():
        try:
            ArrayAttr.get([None])
        except RuntimeError as e:
            # CHECK: Error: Invalid attribute (None?) when attempting to create an ArrayAttribute
            print("Error: ", e)
        try:
            ArrayAttr.get([42])
        except RuntimeError as e:
            # CHECK: Error: Invalid attribute when attempting to create an ArrayAttribute
            print("Error: ", e)

    with Context():
        array = ArrayAttr.get([StringAttr.get("a"), StringAttr.get("b")])
        array = array + [StringAttr.get("c")]
        # CHECK: concat: ["a", "b", "c"]
        print("concat: ", array)


# CHECK-LABEL: TEST: testStridedLayoutAttr
@run
def testStridedLayoutAttr():
    with Context():
        attr = StridedLayoutAttr.get(42, [5, 7, 13])
        # CHECK: strided<[5, 7, 13], offset: 42>
        print(attr)
        # CHECK: 42
        print(attr.offset)
        # CHECK: 3
        print(len(attr.strides))
        # CHECK: 5
        print(attr.strides[0])
        # CHECK: 7
        print(attr.strides[1])
        # CHECK: 13
        print(attr.strides[2])

        attr = StridedLayoutAttr.get_fully_dynamic(3)
        dynamic = ShapedType.get_dynamic_stride_or_offset()
        # CHECK: strided<[?, ?, ?], offset: ?>
        print(attr)
        # CHECK: offset is dynamic: True
        print(f"offset is dynamic: {attr.offset == dynamic}")
        # CHECK: rank: 3
        print(f"rank: {len(attr.strides)}")
        # CHECK: strides are dynamic: [True, True, True]
        print(f"strides are dynamic: {[s == dynamic for s in attr.strides]}")


# CHECK-LABEL: TEST: testConcreteTypesRoundTrip
@run
def testConcreteTypesRoundTrip():
    with Context(), Location.unknown():

        def print_item(attr):
            print(repr(attr.type))

        # CHECK: F32Type(f32)
        print_item(Attribute.parse("42.0 : f32"))
        # CHECK: F32Type(f32)
        print_item(FloatAttr.get_f32(42.0))
        # CHECK: IntegerType(i64)
        print_item(IntegerAttr.get(IntegerType.get_signless(64), 42))

        def print_container_item(attr_asm):
            attr = DenseElementsAttr(Attribute.parse(attr_asm))
            print(repr(attr.type))
            print(repr(attr.type.element_type))

        # CHECK: RankedTensorType(tensor<i16>)
        # CHECK: IntegerType(i16)
        print_container_item("dense<123> : tensor<i16>")

        # CHECK: RankedTensorType(tensor<f64>)
        # CHECK: F64Type(f64)
        print_container_item("dense<1.0> : tensor<f64>")

        raw = Attribute.parse("vector<4xf32>")
        # CHECK: attr: vector<4xf32>
        print("attr:", raw)
        type_attr = TypeAttr(raw)

        # CHECK: VectorType(vector<4xf32>)
        print(repr(type_attr.value))
        # CHECK: F32Type(f32)
        print(repr(type_attr.value.element_type))


# CHECK-LABEL: TEST: testConcreteAttributesRoundTrip
@run
def testConcreteAttributesRoundTrip():
    with Context(), Location.unknown():
        # CHECK: FloatAttr(4.200000e+01 : f32)
        print(repr(Attribute.parse("42.0 : f32")))

        assert IntegerAttr.static_typeid is not None