Dataset_Construction/projects/iceberg/python/tests/test_transforms.py

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# or more contributor license agreements.  See the NOTICE file
# distributed with this work for additional information
# regarding copyright ownership.  The ASF licenses this file
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License.  You may obtain a copy of the License at
#
#   http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
# KIND, either express or implied.  See the License for the
# specific language governing permissions and limitations
# under the License.
# pylint: disable=eval-used,protected-access,redefined-outer-name
from datetime import date
from decimal import Decimal
from typing import TYPE_CHECKING, Any, Callable, Optional
from uuid import UUID

import mmh3 as mmh3
import pytest
from pydantic import (
    BeforeValidator,
    PlainSerializer,
    RootModel,
    WithJsonSchema,
)
from typing_extensions import Annotated

from pyiceberg.expressions import (
    BoundEqualTo,
    BoundGreaterThan,
    BoundGreaterThanOrEqual,
    BoundIn,
    BoundIsNull,
    BoundLessThan,
    BoundLessThanOrEqual,
    BoundLiteralPredicate,
    BoundNotEqualTo,
    BoundNotIn,
    BoundNotNull,
    BoundNotStartsWith,
    BoundReference,
    BoundStartsWith,
    EqualTo,
    GreaterThan,
    GreaterThanOrEqual,
    In,
    LessThan,
    LessThanOrEqual,
    LiteralPredicate,
    NotEqualTo,
    NotIn,
    NotNull,
    NotStartsWith,
    Reference,
    SetPredicate,
    StartsWith,
    UnaryPredicate,
    UnboundPredicate,
)
from pyiceberg.expressions.literals import (
    DateLiteral,
    DecimalLiteral,
    LongLiteral,
    TimestampLiteral,
    literal,
)
from pyiceberg.partitioning import _to_partition_representation
from pyiceberg.schema import Accessor
from pyiceberg.transforms import (
    BucketTransform,
    DayTransform,
    HourTransform,
    IdentityTransform,
    MonthTransform,
    TimeTransform,
    Transform,
    TruncateTransform,
    UnknownTransform,
    VoidTransform,
    YearTransform,
    parse_transform,
)
from pyiceberg.typedef import UTF8, L
from pyiceberg.types import (
    BinaryType,
    BooleanType,
    DateType,
    DecimalType,
    DoubleType,
    FixedType,
    FloatType,
    IntegerType,
    LongType,
    NestedField,
    PrimitiveType,
    StringType,
    TimestampType,
    TimestamptzType,
    TimeType,
    UUIDType,
)
from pyiceberg.utils.datetime import (
    date_str_to_days,
    date_to_days,
    time_str_to_micros,
    timestamp_to_micros,
    timestamptz_to_micros,
)

if TYPE_CHECKING:
    import pyarrow as pa


@pytest.mark.parametrize(
    "test_input,test_type,expected",
    [
        (1, IntegerType(), 1392991556),
        (34, IntegerType(), 2017239379),
        (34, LongType(), 2017239379),
        (date_to_days(date(2017, 11, 16)), DateType(), -653330422),
        (date_str_to_days("2017-11-16"), DateType(), -653330422),
        (time_str_to_micros("22:31:08"), TimeType(), -662762989),
        (
            timestamp_to_micros("2017-11-16T22:31:08"),
            TimestampType(),
            -2047944441,
        ),
        (
            timestamptz_to_micros("2017-11-16T14:31:08-08:00"),
            TimestamptzType(),
            -2047944441,
        ),
        (b"\x00\x01\x02\x03", BinaryType(), -188683207),
        (b"\x00\x01\x02\x03", FixedType(4), -188683207),
        ("iceberg", StringType(), 1210000089),
        (UUID("f79c3e09-677c-4bbd-a479-3f349cb785e7"), UUIDType(), 1488055340),
        (b"\xf7\x9c>\tg|K\xbd\xa4y?4\x9c\xb7\x85\xe7", UUIDType(), 1488055340),
    ],
)
def test_bucket_hash_values(test_input: Any, test_type: PrimitiveType, expected: Any) -> None:
    assert BucketTransform(num_buckets=8).transform(test_type, bucket=False)(test_input) == expected


@pytest.mark.parametrize(
    "transform,value,expected",
    [
        (BucketTransform(2).transform(IntegerType()), 0, 0),
        (BucketTransform(100).transform(IntegerType()), 34, 79),
        (BucketTransform(100).transform(LongType()), 34, 79),
        (BucketTransform(100).transform(DateType()), 17486, 26),
        (BucketTransform(100).transform(TimeType()), 81068000000, 59),
        (BucketTransform(100).transform(TimestampType()), 1510871468000000, 7),
        (BucketTransform(100).transform(DecimalType(9, 2)), Decimal("14.20"), 59),
        (BucketTransform(100).transform(StringType()), "iceberg", 89),
        (
            BucketTransform(100).transform(UUIDType()),
            UUID("f79c3e09-677c-4bbd-a479-3f349cb785e7"),
            40,
        ),
        (
            BucketTransform(100).transform(UUIDType()),
            b"\xf7\x9c>\tg|K\xbd\xa4y?4\x9c\xb7\x85\xe7",
            40,
        ),
        (BucketTransform(128).transform(FixedType(3)), b"foo", 32),
        (BucketTransform(128).transform(BinaryType()), b"\x00\x01\x02\x03", 57),
    ],
)
def test_buckets(transform: Callable[[Any], int], value: Any, expected: int) -> None:
    assert transform(value) == expected


@pytest.mark.parametrize(
    "type_var",
    [
        BinaryType(),
        DateType(),
        DecimalType(8, 5),
        FixedType(8),
        IntegerType(),
        LongType(),
        StringType(),
        TimestampType(),
        TimestamptzType(),
        TimeType(),
        UUIDType(),
    ],
)
def test_bucket_method(type_var: PrimitiveType) -> None:
    bucket_transform = BucketTransform(8)  # type: ignore
    assert str(bucket_transform) == str(eval(repr(bucket_transform)))
    assert bucket_transform.can_transform(type_var)
    assert bucket_transform.result_type(type_var) == IntegerType()
    assert bucket_transform.num_buckets == 8
    assert bucket_transform.apply(None) is None
    assert bucket_transform.to_human_string(type_var, "test") == "test"


def test_string_with_surrogate_pair() -> None:
    string_with_surrogate_pair = "string with a surrogate pair: 💰"
    as_bytes = bytes(string_with_surrogate_pair, UTF8)
    bucket_transform = BucketTransform(100).transform(StringType(), bucket=False)
    assert bucket_transform(string_with_surrogate_pair) == mmh3.hash(as_bytes)


@pytest.mark.parametrize(
    "date_val,date_transform,expected",
    [
        (47, YearTransform(), "2017"),
        (575, MonthTransform(), "2017-12"),
        (17501, DayTransform(), "2017-12-01"),
    ],
)
def test_date_to_human_string(date_val: int, date_transform: Transform[Any, Any], expected: str) -> None:
    assert date_transform.to_human_string(DateType(), date_val) == expected


@pytest.mark.parametrize(
    "date_transform",
    [
        YearTransform(),
        MonthTransform(),
        DayTransform(),
    ],
)
def test_none_date_to_human_string(date_transform: TimeTransform[Any]) -> None:
    assert date_transform.to_human_string(DateType(), None) == "null"


def test_hour_to_human_string() -> None:
    assert HourTransform().to_human_string(TimestampType(), None) == "null"
    assert HourTransform().to_human_string(TimestampType(), 420042) == "2017-12-01-18"  # type: ignore


@pytest.mark.parametrize(
    "negative_value,time_transform,expected",
    [
        (-1, YearTransform(), "1969"),
        (-1, MonthTransform(), "1969-12"),
        (-1, DayTransform(), "1969-12-31"),
        (-1, HourTransform(), "1969-12-31-23"),
    ],
)
def test_negative_value_to_human_string(negative_value: int, time_transform: TimeTransform[Any], expected: str) -> None:
    assert time_transform.to_human_string(TimestampType(), negative_value) == expected


@pytest.mark.parametrize(
    "zero_value,time_transform,expected",
    [
        (0, YearTransform(), "1970"),
        (0, MonthTransform(), "1970-01"),
        (0, DayTransform(), "1970-01-01"),
        (0, HourTransform(), "1970-01-01-00"),
    ],
)
def test_zero_value_to_human_string(zero_value: int, time_transform: TimeTransform[Any], expected: str) -> None:
    assert time_transform.to_human_string(TimestampType(), zero_value) == expected


@pytest.mark.parametrize(
    "type_var",
    [
        DateType(),
        TimestampType(),
        TimestamptzType(),
    ],
)
def test_time_methods(type_var: PrimitiveType) -> None:
    assert YearTransform().can_transform(type_var)
    assert MonthTransform().can_transform(type_var)
    assert DayTransform().can_transform(type_var)
    assert YearTransform().preserves_order
    assert MonthTransform().preserves_order
    assert DayTransform().preserves_order
    assert YearTransform().result_type(type_var) == IntegerType()
    assert MonthTransform().result_type(type_var) == IntegerType()
    assert DayTransform().result_type(type_var) == DateType()
    assert YearTransform().dedup_name == "time"
    assert MonthTransform().dedup_name == "time"
    assert DayTransform().dedup_name == "time"


@pytest.mark.parametrize(
    "transform,type_var,value,expected",
    [
        (DayTransform(), DateType(), 17501, 17501),
        (DayTransform(), DateType(), -1, -1),
        (MonthTransform(), DateType(), 17501, 575),
        (MonthTransform(), DateType(), -1, -1),
        (YearTransform(), DateType(), 17501, 47),
        (YearTransform(), DateType(), -1, -1),
        (YearTransform(), TimestampType(), 1512151975038194, 47),
        (YearTransform(), TimestampType(), -1, -1),
        (MonthTransform(), TimestamptzType(), 1512151975038194, 575),
        (MonthTransform(), TimestamptzType(), -1, -1),
        (DayTransform(), TimestampType(), 1512151975038194, 17501),
        (DayTransform(), TimestampType(), -1, -1),
        (YearTransform(), DateType(), 0, 0),
        (MonthTransform(), DateType(), 0, 0),
        (DayTransform(), DateType(), 0, 0),
        (YearTransform(), TimestampType(), 0, 0),
        (MonthTransform(), TimestampType(), 0, 0),
        (DayTransform(), TimestampType(), 0, 0),
    ],
)
def test_time_apply_method(transform: TimeTransform[Any], type_var: PrimitiveType, value: int, expected: int) -> None:
    assert transform.transform(type_var)(value) == expected


@pytest.mark.parametrize(
    "type_var",
    [
        TimestampType(),
        TimestamptzType(),
    ],
)
def test_hour_method(type_var: PrimitiveType) -> None:
    assert HourTransform().can_transform(type_var)
    assert HourTransform().result_type(type_var) == IntegerType()
    assert HourTransform().transform(type_var)(1512151975038194) == 420042  # type: ignore
    assert HourTransform().transform(type_var)(0) == 0  # type: ignore
    assert HourTransform().dedup_name == "time"


@pytest.mark.parametrize(
    "transform,other_transform",
    [
        (YearTransform(), MonthTransform()),
        (YearTransform(), DayTransform()),
        (YearTransform(), HourTransform()),
        (MonthTransform(), DayTransform()),
        (MonthTransform(), HourTransform()),
        (DayTransform(), HourTransform()),
    ],
)
def test_satisfies_order_of_method(transform: TimeTransform[Any], other_transform: TimeTransform[Any]) -> None:
    assert transform.satisfies_order_of(transform)
    assert other_transform.satisfies_order_of(transform)
    assert not transform.satisfies_order_of(other_transform)
    assert not transform.satisfies_order_of(VoidTransform())
    assert not other_transform.satisfies_order_of(IdentityTransform())


@pytest.mark.parametrize(
    "type_var,value,expected",
    [
        (LongType(), None, "null"),
        (DateType(), 17501, "2017-12-01"),
        (TimeType(), 36775038194, "10:12:55.038194"),
        (TimestamptzType(), 1512151975038194, "2017-12-01T18:12:55.038194+00:00"),
        (TimestampType(), 1512151975038194, "2017-12-01T18:12:55.038194"),
        (LongType(), -1234567890000, "-1234567890000"),
        (StringType(), "a/b/c=d", "a/b/c=d"),
        (DecimalType(9, 2), Decimal("-1.50"), "-1.50"),
        (FixedType(100), b"foo", "Zm9v"),
    ],
)
def test_identity_human_string(type_var: PrimitiveType, value: Any, expected: str) -> None:
    identity = IdentityTransform()  # type: ignore
    assert identity.to_human_string(type_var, value) == expected


@pytest.mark.parametrize(
    "type_var",
    [
        BinaryType(),
        BooleanType(),
        DateType(),
        DecimalType(8, 2),
        DoubleType(),
        FixedType(16),
        FloatType(),
        IntegerType(),
        LongType(),
        StringType(),
        TimestampType(),
        TimestamptzType(),
        TimeType(),
        UUIDType(),
    ],
)
def test_identity_method(type_var: PrimitiveType) -> None:
    identity_transform = IdentityTransform()  # type: ignore
    assert str(identity_transform) == str(eval(repr(identity_transform)))
    assert identity_transform.can_transform(type_var)
    assert identity_transform.result_type(type_var) == type_var
    assert identity_transform.transform(type_var)("test") == "test"


@pytest.mark.parametrize("type_var", [IntegerType(), LongType()])
@pytest.mark.parametrize(
    "input_var,expected",
    [(1, 0), (5, 0), (9, 0), (10, 10), (11, 10), (-1, -10), (-10, -10), (-12, -20), (0, 0)],
)
def test_truncate_integer(type_var: PrimitiveType, input_var: int, expected: int) -> None:
    trunc = TruncateTransform(10)  # type: ignore
    assert trunc.transform(type_var)(input_var) == expected


@pytest.mark.parametrize(
    "input_var,expected",
    [
        (Decimal("12.34"), Decimal("12.30")),
        (Decimal("12.30"), Decimal("12.30")),
        (Decimal("12.29"), Decimal("12.20")),
        (Decimal("0.05"), Decimal("0.00")),
        (Decimal("-0.05"), Decimal("-0.10")),
        (Decimal("0.0"), Decimal("0.0")),
    ],
)
def test_truncate_decimal(input_var: Decimal, expected: Decimal) -> None:
    trunc = TruncateTransform(10)  # type: ignore
    assert trunc.transform(DecimalType(9, 2))(input_var) == expected


@pytest.mark.parametrize("input_var,expected", [("abcdefg", "abcde"), ("abc", "abc"), ("", "")])
def test_truncate_string(input_var: str, expected: str) -> None:
    trunc = TruncateTransform(5)  # type: ignore
    assert trunc.transform(StringType())(input_var) == expected


@pytest.mark.parametrize(
    "type_var,value,expected_human_str,expected",
    [
        (BinaryType(), b"\x00\x01\x02\x03", "AAECAw==", b"\x00"),
        (BinaryType(), bytes("\u2603de", UTF8), "4piDZGU=", b"\xe2"),
        (DecimalType(8, 5), Decimal("14.21"), "14.21", Decimal("14.21")),
        (IntegerType(), 123, "123", 123),
        (LongType(), 123, "123", 123),
        (StringType(), "foo", "foo", "f"),
        (StringType(), "\u2603de", "\u2603de", "\u2603"),
    ],
)
def test_truncate_method(type_var: PrimitiveType, value: Any, expected_human_str: str, expected: Any) -> None:
    truncate_transform = TruncateTransform(1)  # type: ignore
    assert str(truncate_transform) == str(eval(repr(truncate_transform)))
    assert truncate_transform.can_transform(type_var)
    assert truncate_transform.result_type(type_var) == type_var
    assert truncate_transform.to_human_string(type_var, value) == expected_human_str
    assert truncate_transform.transform(type_var)(value) == expected
    assert truncate_transform.to_human_string(type_var, None) == "null"
    assert truncate_transform.width == 1
    assert truncate_transform.transform(type_var)(None) is None
    assert truncate_transform.preserves_order
    assert truncate_transform.satisfies_order_of(truncate_transform)


def test_unknown_transform() -> None:
    unknown_transform = UnknownTransform("unknown")  # type: ignore
    assert str(unknown_transform) == str(eval(repr(unknown_transform)))
    with pytest.raises(AttributeError):
        unknown_transform.transform(StringType())("test")
    assert not unknown_transform.can_transform(FixedType(5))
    assert isinstance(unknown_transform.result_type(BooleanType()), StringType)


def test_void_transform() -> None:
    void_transform = VoidTransform()  # type: ignore
    assert void_transform is VoidTransform()
    assert void_transform == eval(repr(void_transform))
    assert void_transform.transform(StringType())("test") is None
    assert void_transform.can_transform(BooleanType())
    assert isinstance(void_transform.result_type(BooleanType()), BooleanType)
    assert not void_transform.preserves_order
    assert void_transform.satisfies_order_of(VoidTransform())
    assert not void_transform.satisfies_order_of(BucketTransform(100))
    assert void_transform.to_human_string(StringType(), "test") == "null"
    assert void_transform.dedup_name == "void"


class FauxModel(RootModel):
    root: Annotated[  # type: ignore
        Transform,
        BeforeValidator(parse_transform),
        PlainSerializer(lambda c: str(c), return_type=str),  # pylint: disable=W0108
        WithJsonSchema({"type": "string"}, mode="serialization"),
    ]


def test_bucket_transform_serialize() -> None:
    assert BucketTransform(num_buckets=22).model_dump_json() == '"bucket[22]"'


def test_bucket_transform_deserialize() -> None:
    transform = FauxModel.model_validate_json('"bucket[22]"').root
    assert transform == BucketTransform(num_buckets=22)


def test_bucket_transform_str() -> None:
    assert str(BucketTransform(num_buckets=22)) == "bucket[22]"


def test_bucket_transform_repr() -> None:
    assert repr(BucketTransform(num_buckets=22)) == "BucketTransform(num_buckets=22)"


def test_truncate_transform_serialize() -> None:
    assert UnknownTransform("unknown").model_dump_json() == '"unknown"'


def test_unknown_transform_deserialize() -> None:
    transform = FauxModel.model_validate_json('"unknown"').root
    assert transform == UnknownTransform("unknown")


def test_unknown_transform_str() -> None:
    assert str(UnknownTransform("unknown")) == "unknown"


def test_unknown_transform_repr() -> None:
    assert repr(UnknownTransform("unknown")) == "UnknownTransform(transform='unknown')"


def test_void_transform_serialize() -> None:
    assert VoidTransform().model_dump_json() == '"void"'


def test_void_transform_deserialize() -> None:
    transform = FauxModel.model_validate_json('"void"').root
    assert transform == VoidTransform()


def test_void_transform_str() -> None:
    assert str(VoidTransform()) == "void"


def test_void_transform_repr() -> None:
    assert repr(VoidTransform()) == "VoidTransform()"


def test_year_transform_serialize() -> None:
    assert YearTransform().model_dump_json() == '"year"'


def test_year_transform_deserialize() -> None:
    transform = FauxModel.model_validate_json('"year"').root
    assert transform == YearTransform()


def test_month_transform_serialize() -> None:
    assert MonthTransform().model_dump_json() == '"month"'


def test_month_transform_deserialize() -> None:
    transform = FauxModel.model_validate_json('"month"').root
    assert transform == MonthTransform()


def test_day_transform_serialize() -> None:
    assert DayTransform().model_dump_json() == '"day"'


def test_day_transform_deserialize() -> None:
    transform = FauxModel.model_validate_json('"day"').root
    assert transform == DayTransform()


def test_hour_transform_serialize() -> None:
    assert HourTransform().model_dump_json() == '"hour"'


def test_hour_transform_deserialize() -> None:
    transform = FauxModel.model_validate_json('"hour"').root
    assert transform == HourTransform()


@pytest.mark.parametrize(
    "transform,transform_str",
    [
        (YearTransform(), "year"),
        (MonthTransform(), "month"),
        (DayTransform(), "day"),
        (HourTransform(), "hour"),
    ],
)
def test_datetime_transform_str(transform: TimeTransform[Any], transform_str: str) -> None:
    assert str(transform) == transform_str


@pytest.mark.parametrize(
    "transform,transform_repr",
    [
        (YearTransform(), "YearTransform()"),
        (MonthTransform(), "MonthTransform()"),
        (DayTransform(), "DayTransform()"),
        (HourTransform(), "HourTransform()"),
    ],
)
def test_datetime_transform_repr(transform: TimeTransform[Any], transform_repr: str) -> None:
    assert repr(transform) == transform_repr


@pytest.fixture
def bound_reference_date() -> BoundReference[int]:
    return BoundReference(field=NestedField(1, "field", DateType(), required=False), accessor=Accessor(position=0, inner=None))


@pytest.fixture
def bound_reference_timestamp() -> BoundReference[int]:
    return BoundReference(
        field=NestedField(1, "field", TimestampType(), required=False), accessor=Accessor(position=0, inner=None)
    )


@pytest.fixture
def bound_reference_decimal() -> BoundReference[Decimal]:
    return BoundReference(
        field=NestedField(1, "field", DecimalType(8, 2), required=False), accessor=Accessor(position=0, inner=None)
    )


@pytest.fixture
def bound_reference_long() -> BoundReference[int]:
    return BoundReference(field=NestedField(1, "field", LongType(), required=False), accessor=Accessor(position=0, inner=None))


def test_projection_bucket_unary(bound_reference_str: BoundReference[str]) -> None:
    assert BucketTransform(2).project("name", BoundNotNull(term=bound_reference_str)) == NotNull(term=Reference(name="name"))


def test_projection_bucket_literal(bound_reference_str: BoundReference[str]) -> None:
    assert BucketTransform(2).project("name", BoundEqualTo(term=bound_reference_str, literal=literal("data"))) == EqualTo(
        term="name", literal=1
    )


def test_projection_bucket_set_same_bucket(bound_reference_str: BoundReference[str]) -> None:
    assert BucketTransform(2).project(
        "name", BoundIn(term=bound_reference_str, literals={literal("hello"), literal("world")})
    ) == EqualTo(term="name", literal=1)


def test_projection_bucket_set_in(bound_reference_str: BoundReference[str]) -> None:
    assert BucketTransform(3).project(
        "name", BoundIn(term=bound_reference_str, literals={literal("hello"), literal("world")})
    ) == In(term="name", literals={1, 2})


def test_projection_bucket_set_not_in(bound_reference_str: BoundReference[str]) -> None:
    assert (
        BucketTransform(3).project("name", BoundNotIn(term=bound_reference_str, literals={literal("hello"), literal("world")}))
        is None
    )


def test_projection_year_unary(bound_reference_date: BoundReference[int]) -> None:
    assert YearTransform().project("name", BoundNotNull(term=bound_reference_date)) == NotNull(term="name")


def test_projection_year_literal(bound_reference_date: BoundReference[int]) -> None:
    assert YearTransform().project("name", BoundEqualTo(term=bound_reference_date, literal=DateLiteral(1925))) == EqualTo(
        term="name", literal=5
    )


def test_projection_year_set_same_year(bound_reference_date: BoundReference[int]) -> None:
    assert YearTransform().project(
        "name", BoundIn(term=bound_reference_date, literals={DateLiteral(1925), DateLiteral(1926)})
    ) == EqualTo(term="name", literal=5)


def test_projection_year_set_in(bound_reference_date: BoundReference[int]) -> None:
    assert YearTransform().project(
        "name", BoundIn(term=bound_reference_date, literals={DateLiteral(1925), DateLiteral(2925)})
    ) == In(term="name", literals={8, 5})


def test_projection_year_set_not_in(bound_reference_date: BoundReference[int]) -> None:
    assert (
        YearTransform().project("name", BoundNotIn(term=bound_reference_date, literals={DateLiteral(1925), DateLiteral(2925)}))
        is None
    )


def test_projection_month_unary(bound_reference_date: BoundReference[int]) -> None:
    assert MonthTransform().project("name", BoundNotNull(term=bound_reference_date)) == NotNull(term="name")


def test_projection_month_literal(bound_reference_date: BoundReference[int]) -> None:
    assert MonthTransform().project("name", BoundEqualTo(term=bound_reference_date, literal=DateLiteral(1925))) == EqualTo(
        term="name", literal=63
    )


def test_projection_month_set_same_month(bound_reference_date: BoundReference[int]) -> None:
    assert MonthTransform().project(
        "name", BoundIn(term=bound_reference_date, literals={DateLiteral(1925), DateLiteral(1926)})
    ) == EqualTo(term="name", literal=63)


def test_projection_month_set_in(bound_reference_date: BoundReference[int]) -> None:
    assert MonthTransform().project(
        "name", BoundIn(term=bound_reference_date, literals={DateLiteral(1925), DateLiteral(2925)})
    ) == In(term="name", literals={96, 63})


def test_projection_day_month_not_in(bound_reference_date: BoundReference[int]) -> None:
    assert (
        MonthTransform().project("name", BoundNotIn(term=bound_reference_date, literals={DateLiteral(1925), DateLiteral(2925)}))
        is None
    )


def test_projection_day_unary(bound_reference_timestamp: BoundReference[int]) -> None:
    assert DayTransform().project("name", BoundNotNull(term=bound_reference_timestamp)) == NotNull(term="name")


def test_projection_day_literal(bound_reference_timestamp: BoundReference[int]) -> None:
    assert DayTransform().project(
        "name", BoundEqualTo(term=bound_reference_timestamp, literal=TimestampLiteral(1667696874000))
    ) == EqualTo(term="name", literal=19)


def test_projection_day_set_same_day(bound_reference_timestamp: BoundReference[int]) -> None:
    assert DayTransform().project(
        "name",
        BoundIn(term=bound_reference_timestamp, literals={TimestampLiteral(1667696874001), TimestampLiteral(1667696874000)}),
    ) == EqualTo(term="name", literal=19)


def test_projection_day_set_in(bound_reference_timestamp: BoundReference[int]) -> None:
    assert DayTransform().project(
        "name",
        BoundIn(term=bound_reference_timestamp, literals={TimestampLiteral(1667696874001), TimestampLiteral(1567696874000)}),
    ) == In(term="name", literals={18, 19})


def test_projection_day_set_not_in(bound_reference_timestamp: BoundReference[int]) -> None:
    assert (
        DayTransform().project(
            "name",
            BoundNotIn(term=bound_reference_timestamp, literals={TimestampLiteral(1567696874), TimestampLiteral(1667696874)}),
        )
        is None
    )


def test_projection_day_human(bound_reference_date: BoundReference[int]) -> None:
    date_literal = DateLiteral(17532)
    assert DayTransform().project("dt", BoundEqualTo(term=bound_reference_date, literal=date_literal)) == EqualTo(
        term="dt", literal=17532
    )  # == 2018, 1, 1

    assert DayTransform().project("dt", BoundLessThanOrEqual(term=bound_reference_date, literal=date_literal)) == LessThanOrEqual(
        term="dt", literal=17532
    )  # <= 2018, 1, 1

    assert DayTransform().project("dt", BoundLessThan(term=bound_reference_date, literal=date_literal)) == LessThanOrEqual(
        term="dt", literal=17531
    )  # <= 2017, 12, 31

    assert DayTransform().project(
        "dt", BoundGreaterThanOrEqual(term=bound_reference_date, literal=date_literal)
    ) == GreaterThanOrEqual(term="dt", literal=17532)  # >= 2018, 1, 1

    assert DayTransform().project("dt", BoundGreaterThan(term=bound_reference_date, literal=date_literal)) == GreaterThanOrEqual(
        term="dt", literal=17533
    )  # >= 2018, 1, 2


def test_projection_hour_unary(bound_reference_timestamp: BoundReference[int]) -> None:
    assert HourTransform().project("name", BoundNotNull(term=bound_reference_timestamp)) == NotNull(term="name")


TIMESTAMP_EXAMPLE = 1667696874000000  # Sun Nov 06 2022 01:07:54
HOUR_IN_MICROSECONDS = 60 * 60 * 1000 * 1000


def test_projection_hour_literal(bound_reference_timestamp: BoundReference[int]) -> None:
    assert HourTransform().project(
        "name", BoundEqualTo(term=bound_reference_timestamp, literal=TimestampLiteral(TIMESTAMP_EXAMPLE))
    ) == EqualTo(term="name", literal=463249)


def test_projection_hour_set_same_hour(bound_reference_timestamp: BoundReference[int]) -> None:
    assert HourTransform().project(
        "name",
        BoundIn(
            term=bound_reference_timestamp,
            literals={TimestampLiteral(TIMESTAMP_EXAMPLE + 1), TimestampLiteral(TIMESTAMP_EXAMPLE)},
        ),
    ) == EqualTo(term="name", literal=463249)


def test_projection_hour_set_in(bound_reference_timestamp: BoundReference[int]) -> None:
    assert HourTransform().project(
        "name",
        BoundIn(
            term=bound_reference_timestamp,
            literals={TimestampLiteral(TIMESTAMP_EXAMPLE + HOUR_IN_MICROSECONDS), TimestampLiteral(TIMESTAMP_EXAMPLE)},
        ),
    ) == In(term="name", literals={463249, 463250})


def test_projection_hour_set_not_in(bound_reference_timestamp: BoundReference[int]) -> None:
    assert (
        HourTransform().project(
            "name",
            BoundNotIn(
                term=bound_reference_timestamp,
                literals={TimestampLiteral(TIMESTAMP_EXAMPLE + HOUR_IN_MICROSECONDS), TimestampLiteral(TIMESTAMP_EXAMPLE)},
            ),
        )
        is None
    )


def test_projection_identity_unary(bound_reference_timestamp: BoundReference[int]) -> None:
    assert IdentityTransform().project("name", BoundNotNull(term=bound_reference_timestamp)) == NotNull(term="name")


def test_projection_identity_literal(bound_reference_timestamp: BoundReference[int]) -> None:
    assert IdentityTransform().project(
        "name", BoundEqualTo(term=bound_reference_timestamp, literal=TimestampLiteral(TIMESTAMP_EXAMPLE))
    ) == EqualTo(term="name", literal=TimestampLiteral(TIMESTAMP_EXAMPLE))


def test_projection_identity_set_in(bound_reference_timestamp: BoundReference[int]) -> None:
    assert IdentityTransform().project(
        "name",
        BoundIn(
            term=bound_reference_timestamp,
            literals={TimestampLiteral(TIMESTAMP_EXAMPLE + HOUR_IN_MICROSECONDS), TimestampLiteral(TIMESTAMP_EXAMPLE)},
        ),
    ) == In(
        term="name",
        literals={TimestampLiteral(TIMESTAMP_EXAMPLE + HOUR_IN_MICROSECONDS), TimestampLiteral(TIMESTAMP_EXAMPLE)},
    )


def test_projection_identity_set_not_in(bound_reference_timestamp: BoundReference[int]) -> None:
    assert IdentityTransform().project(
        "name",
        BoundNotIn(
            term=bound_reference_timestamp,
            literals={TimestampLiteral(TIMESTAMP_EXAMPLE + HOUR_IN_MICROSECONDS), TimestampLiteral(TIMESTAMP_EXAMPLE)},
        ),
    ) == NotIn(
        term="name",
        literals={TimestampLiteral(TIMESTAMP_EXAMPLE + HOUR_IN_MICROSECONDS), TimestampLiteral(TIMESTAMP_EXAMPLE)},
    )


def test_projection_truncate_string_unary(bound_reference_str: BoundReference[str]) -> None:
    assert TruncateTransform(2).project("name", BoundNotNull(term=bound_reference_str)) == NotNull(term="name")


def test_projection_truncate_string_literal_eq(bound_reference_str: BoundReference[str]) -> None:
    assert TruncateTransform(2).project("name", BoundEqualTo(term=bound_reference_str, literal=literal("data"))) == EqualTo(
        term="name", literal=literal("da")
    )


def test_projection_truncate_string_literal_gt(bound_reference_str: BoundReference[str]) -> None:
    assert TruncateTransform(2).project(
        "name", BoundGreaterThan(term=bound_reference_str, literal=literal("data"))
    ) == GreaterThanOrEqual(term="name", literal=literal("da"))


def test_projection_truncate_string_literal_gte(bound_reference_str: BoundReference[str]) -> None:
    assert TruncateTransform(2).project(
        "name", BoundGreaterThanOrEqual(term=bound_reference_str, literal=literal("data"))
    ) == GreaterThanOrEqual(term="name", literal=literal("da"))


def test_projection_truncate_string_literal_lt(bound_reference_str: BoundReference[str]) -> None:
    assert TruncateTransform(2).project(
        "name", BoundLessThan(term=bound_reference_str, literal=literal("data"))
    ) == LessThanOrEqual(term="name", literal=literal("da"))


def test_projection_truncate_string_literal_lte(bound_reference_str: BoundReference[str]) -> None:
    assert TruncateTransform(2).project(
        "name", BoundLessThanOrEqual(term=bound_reference_str, literal=literal("data"))
    ) == LessThanOrEqual(term="name", literal=literal("da"))


def test_projection_truncate_string_set_same_result(bound_reference_str: BoundReference[str]) -> None:
    assert TruncateTransform(2).project(
        "name", BoundIn(term=bound_reference_str, literals={literal("hello"), literal("helloworld")})
    ) == EqualTo(term="name", literal=literal("he"))


def test_projection_truncate_string_set_in(bound_reference_str: BoundReference[str]) -> None:
    assert TruncateTransform(3).project(
        "name", BoundIn(term=bound_reference_str, literals={literal("hello"), literal("world")})
    ) == In(term="name", literals={literal("hel"), literal("wor")})


def test_projection_truncate_string_set_not_in(bound_reference_str: BoundReference[str]) -> None:
    assert (
        TruncateTransform(3).project("name", BoundNotIn(term=bound_reference_str, literals={literal("hello"), literal("world")}))
        is None
    )


def test_projection_truncate_decimal_literal_eq(bound_reference_decimal: BoundReference[Decimal]) -> None:
    assert TruncateTransform(2).project(
        "name", BoundEqualTo(term=bound_reference_decimal, literal=DecimalLiteral(Decimal(19.25)))
    ) == EqualTo(term="name", literal=Decimal("19.24"))


def test_projection_truncate_decimal_literal_gt(bound_reference_decimal: BoundReference[Decimal]) -> None:
    assert TruncateTransform(2).project(
        "name", BoundGreaterThan(term=bound_reference_decimal, literal=DecimalLiteral(Decimal(19.25)))
    ) == GreaterThanOrEqual(term="name", literal=Decimal("19.26"))


def test_projection_truncate_decimal_literal_gte(bound_reference_decimal: BoundReference[Decimal]) -> None:
    assert TruncateTransform(2).project(
        "name", BoundGreaterThanOrEqual(term=bound_reference_decimal, literal=DecimalLiteral(Decimal(19.25)))
    ) == GreaterThanOrEqual(term="name", literal=Decimal("19.24"))


def test_projection_truncate_decimal_in(bound_reference_decimal: BoundReference[Decimal]) -> None:
    assert TruncateTransform(2).project(
        "name", BoundIn(term=bound_reference_decimal, literals={literal(Decimal(19.25)), literal(Decimal(18.15))})
    ) == In(
        term="name",
        literals={
            Decimal("19.24"),
            Decimal("18.14999999999999857891452847979962825775146484374"),
        },
    )


def test_projection_truncate_long_literal_eq(bound_reference_decimal: BoundReference[Decimal]) -> None:
    assert TruncateTransform(2).project(
        "name", BoundEqualTo(term=bound_reference_decimal, literal=DecimalLiteral(Decimal(19.25)))
    ) == EqualTo(term="name", literal=Decimal("19.24"))


def test_projection_truncate_long_literal_gt(bound_reference_decimal: BoundReference[Decimal]) -> None:
    assert TruncateTransform(2).project(
        "name", BoundGreaterThan(term=bound_reference_decimal, literal=DecimalLiteral(Decimal(19.25)))
    ) == GreaterThanOrEqual(term="name", literal=Decimal("19.26"))


def test_projection_truncate_long_literal_gte(bound_reference_decimal: BoundReference[Decimal]) -> None:
    assert TruncateTransform(2).project(
        "name", BoundGreaterThanOrEqual(term=bound_reference_decimal, literal=DecimalLiteral(Decimal(19.25)))
    ) == GreaterThanOrEqual(term="name", literal=Decimal("19.24"))


def test_projection_truncate_long_in(bound_reference_decimal: BoundReference[Decimal]) -> None:
    assert TruncateTransform(2).project(
        "name", BoundIn(term=bound_reference_decimal, literals={DecimalLiteral(Decimal(19.25)), DecimalLiteral(Decimal(18.15))})
    ) == In(
        term="name",
        literals={
            Decimal("19.24"),
            Decimal("18.14999999999999857891452847979962825775146484374"),
        },
    )


def test_projection_truncate_string_starts_with(bound_reference_str: BoundReference[str]) -> None:
    assert TruncateTransform(2).project(
        "name", BoundStartsWith(term=bound_reference_str, literal=literal("hello"))
    ) == StartsWith(term="name", literal=literal("he"))


def test_projection_truncate_string_not_starts_with(bound_reference_str: BoundReference[str]) -> None:
    assert TruncateTransform(2).project(
        "name", BoundNotStartsWith(term=bound_reference_str, literal=literal("hello"))
    ) == NotStartsWith(term="name", literal=literal("he"))


def _test_projection(lhs: Optional[UnboundPredicate[L]], rhs: Optional[UnboundPredicate[L]]) -> None:
    assert type(lhs) == type(lhs), f"Different classes: {type(lhs)} != {type(rhs)}"
    if lhs is None and rhs is None:
        # Both null
        pass
    elif isinstance(lhs, UnaryPredicate) and isinstance(rhs, UnaryPredicate):
        # Nothing more to check
        pass
    elif isinstance(lhs, LiteralPredicate) and isinstance(rhs, LiteralPredicate):
        assert lhs.literal == rhs.literal, f"Different literal: {lhs.literal} != {rhs.literal}"
    elif isinstance(lhs, SetPredicate) and isinstance(rhs, SetPredicate):
        assert lhs.literals == rhs.literals, f"Different literals: {lhs.literals} != {rhs.literals}"
    else:
        raise ValueError(f"Comparing unrelated: {lhs} <> {rhs}")


def test_month_projection_strict_epoch(bound_reference_date: BoundReference[int]) -> None:
    date = literal("1970-01-01").to(DateType())
    transform: Transform[Any, int] = MonthTransform()
    _test_projection(
        transform.strict_project(name="name", pred=BoundLessThan(term=bound_reference_date, literal=date)),
        LessThan(term="name", literal=DateLiteral(0)),
    )
    _test_projection(
        transform.strict_project(name="name", pred=BoundLessThanOrEqual(term=bound_reference_date, literal=date)),
        LessThan(term="name", literal=DateLiteral(0)),
    )
    _test_projection(
        transform.strict_project(name="name", pred=BoundGreaterThan(term=bound_reference_date, literal=date)),
        GreaterThan(term="name", literal=DateLiteral(0)),
    )
    _test_projection(
        transform.strict_project(name="name", pred=BoundGreaterThanOrEqual(term=bound_reference_date, literal=date)),
        GreaterThan(term="name", literal=LongLiteral(-1)),  # In Java this is human string 1970-01
    )
    _test_projection(
        transform.strict_project(name="name", pred=BoundNotEqualTo(term=bound_reference_date, literal=date)),
        NotEqualTo(term="name", literal=DateLiteral(0)),
    )
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundEqualTo(term=bound_reference_date, literal=date)), rhs=None
    )

    another_date = literal("1969-12-31").to(DateType())
    _test_projection(
        transform.strict_project(name="name", pred=BoundNotIn(term=bound_reference_date, literals={date, another_date})),
        NotIn(term="name", literals={DateLiteral(-1), DateLiteral(0)}),
    )
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundIn(term=bound_reference_date, literals={date, another_date})),
        rhs=None,
    )


def test_month_projection_strict_lower_bound(bound_reference_date: BoundReference[int]) -> None:
    date = literal("2017-01-01").to(DateType())  # == 564 months since epoch
    transform: Transform[Any, int] = MonthTransform()
    _test_projection(
        transform.strict_project(name="name", pred=BoundLessThan(term=bound_reference_date, literal=date)),
        LessThan(term="name", literal=DateLiteral(564)),
    )
    _test_projection(
        transform.strict_project(name="name", pred=BoundLessThanOrEqual(term=bound_reference_date, literal=date)),
        LessThan(term="name", literal=DateLiteral(564)),
    )
    _test_projection(
        transform.strict_project(name="name", pred=BoundGreaterThan(term=bound_reference_date, literal=date)),
        GreaterThan(term="name", literal=DateLiteral(564)),
    )
    _test_projection(
        transform.strict_project(name="name", pred=BoundGreaterThanOrEqual(term=bound_reference_date, literal=date)),
        GreaterThan(term="name", literal=LongLiteral(563)),
    )
    _test_projection(
        transform.strict_project(name="name", pred=BoundNotEqualTo(term=bound_reference_date, literal=date)),
        NotEqualTo(term="name", literal=DateLiteral(564)),
    )
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundEqualTo(term=bound_reference_date, literal=date)), rhs=None
    )

    another_date = literal("2017-12-02").to(DateType())
    _test_projection(
        transform.strict_project(name="name", pred=BoundNotIn(term=bound_reference_date, literals={date, another_date})),
        NotIn(term="name", literals={LongLiteral(575), LongLiteral(564)}),
    )
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundIn(term=bound_reference_date, literals={date, another_date})),
        rhs=None,
    )


def test_negative_month_projection_strict_lower_bound(bound_reference_date: BoundReference[int]) -> None:
    date = literal("1969-01-01").to(DateType())  # == 564 months since epoch
    transform: Transform[Any, int] = MonthTransform()
    _test_projection(
        transform.strict_project(name="name", pred=BoundLessThan(term=bound_reference_date, literal=date)),
        LessThan(term="name", literal=DateLiteral(-12)),
    )
    _test_projection(
        transform.strict_project(name="name", pred=BoundLessThanOrEqual(term=bound_reference_date, literal=date)),
        LessThan(term="name", literal=DateLiteral(-12)),
    )
    _test_projection(
        transform.strict_project(name="name", pred=BoundGreaterThan(term=bound_reference_date, literal=date)),
        GreaterThan(term="name", literal=LongLiteral(-12)),
    )
    _test_projection(
        transform.strict_project(name="name", pred=BoundGreaterThanOrEqual(term=bound_reference_date, literal=date)),
        GreaterThan(term="name", literal=LongLiteral(-13)),
    )
    _test_projection(
        transform.strict_project(name="name", pred=BoundNotEqualTo(term=bound_reference_date, literal=date)),
        NotEqualTo(term="name", literal=DateLiteral(-12)),
    )
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundEqualTo(term=bound_reference_date, literal=date)), rhs=None
    )

    another_date = literal("1969-12-31").to(DateType())
    _test_projection(
        transform.strict_project(name="name", pred=BoundNotIn(term=bound_reference_date, literals={date, another_date})),
        NotIn(term="name", literals={LongLiteral(-1), LongLiteral(-12)}),
    )
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundIn(term=bound_reference_date, literals={date, another_date})),
        rhs=None,
    )


def test_month_projection_strict_upper_bound(bound_reference_date: BoundReference[int]) -> None:
    date = literal("2017-12-31").to(DateType())  # == 575 months since epoch
    transform: Transform[Any, int] = MonthTransform()
    _test_projection(
        transform.strict_project(name="name", pred=BoundLessThan(term=bound_reference_date, literal=date)),
        LessThan(term="name", literal=DateLiteral(575)),
    )
    _test_projection(
        transform.strict_project(name="name", pred=BoundLessThanOrEqual(term=bound_reference_date, literal=date)),
        LessThan(term="name", literal=LongLiteral(576)),
    )
    _test_projection(
        transform.strict_project(name="name", pred=BoundGreaterThan(term=bound_reference_date, literal=date)),
        GreaterThan(term="name", literal=DateLiteral(575)),
    )
    _test_projection(
        transform.strict_project(name="name", pred=BoundGreaterThanOrEqual(term=bound_reference_date, literal=date)),
        GreaterThan(term="name", literal=LongLiteral(575)),
    )
    _test_projection(
        transform.strict_project(name="name", pred=BoundNotEqualTo(term=bound_reference_date, literal=date)),
        NotEqualTo(term="name", literal=DateLiteral(575)),
    )
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundEqualTo(term=bound_reference_date, literal=date)), rhs=None
    )

    another_date = literal("2017-01-01").to(DateType())
    _test_projection(
        transform.strict_project(name="name", pred=BoundNotIn(term=bound_reference_date, literals={date, another_date})),
        NotIn(term="name", literals={LongLiteral(575), LongLiteral(564)}),
    )
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundIn(term=bound_reference_date, literals={date, another_date})),
        rhs=None,
    )


def test_negative_month_projection_strict_upper_bound(bound_reference_date: BoundReference[int]) -> None:
    date = literal("1969-12-31").to(DateType())  # == -1 month since epoch
    transform: Transform[Any, int] = MonthTransform()
    _test_projection(
        transform.strict_project(name="name", pred=BoundLessThan(term=bound_reference_date, literal=date)),
        LessThan(term="name", literal=DateLiteral(-1)),
    )
    _test_projection(
        transform.strict_project(name="name", pred=BoundLessThanOrEqual(term=bound_reference_date, literal=date)),
        LessThan(term="name", literal=LongLiteral(0)),
    )
    _test_projection(
        transform.strict_project(name="name", pred=BoundGreaterThan(term=bound_reference_date, literal=date)),
        GreaterThan(term="name", literal=DateLiteral(-1)),
    )
    _test_projection(
        transform.strict_project(name="name", pred=BoundGreaterThanOrEqual(term=bound_reference_date, literal=date)),
        GreaterThan(term="name", literal=LongLiteral(-1)),
    )
    _test_projection(
        transform.strict_project(name="name", pred=BoundNotEqualTo(term=bound_reference_date, literal=date)),
        NotEqualTo(term="name", literal=DateLiteral(-1)),
    )
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundEqualTo(term=bound_reference_date, literal=date)), rhs=None
    )

    another_date = literal("1969-11-01").to(DateType())
    _test_projection(
        transform.strict_project(name="name", pred=BoundNotIn(term=bound_reference_date, literals={date, another_date})),
        NotIn(term="name", literals={LongLiteral(-1), LongLiteral(-2)}),
    )
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundIn(term=bound_reference_date, literals={date, another_date})),
        rhs=None,
    )


def test_day_strict(bound_reference_date: BoundReference[int]) -> None:
    date = literal("2017-01-01").to(DateType())
    _test_projection(
        DayTransform().strict_project(name="name", pred=BoundLessThan(term=bound_reference_date, literal=date)),
        LessThan(term="name", literal=DateLiteral(17167)),
    )
    _test_projection(
        DayTransform().strict_project(name="name", pred=BoundLessThanOrEqual(term=bound_reference_date, literal=date)),
        LessThan(term="name", literal=LongLiteral(17168)),
    )
    _test_projection(
        DayTransform().strict_project(name="name", pred=BoundGreaterThan(term=bound_reference_date, literal=date)),
        GreaterThan(term="name", literal=DateLiteral(17167)),
    )
    _test_projection(
        DayTransform().strict_project(name="name", pred=BoundGreaterThanOrEqual(term=bound_reference_date, literal=date)),
        GreaterThan(term="name", literal=LongLiteral(17166)),
    )
    _test_projection(
        DayTransform().strict_project(name="name", pred=BoundNotEqualTo(term=bound_reference_date, literal=date)),
        NotEqualTo(term="name", literal=DateLiteral(17167)),
    )
    _test_projection(
        lhs=DayTransform().strict_project(name="name", pred=BoundEqualTo(term=bound_reference_date, literal=date)), rhs=None
    )

    another_date = literal("2017-12-31").to(DateType())
    _test_projection(
        DayTransform().strict_project(name="name", pred=BoundNotIn(term=bound_reference_date, literals={date, another_date})),
        NotIn(term="name", literals={LongLiteral(17531), LongLiteral(17167)}),
    )
    _test_projection(
        lhs=DayTransform().strict_project(name="name", pred=BoundIn(term=bound_reference_date, literals={date, another_date})),
        rhs=None,
    )


def test_day_negative_strict(bound_reference_date: BoundReference[int]) -> None:
    date = literal("1969-12-30").to(DateType())
    _test_projection(
        DayTransform().strict_project(name="name", pred=BoundLessThan(term=bound_reference_date, literal=date)),
        LessThan(term="name", literal=DateLiteral(-2)),
    )
    _test_projection(
        DayTransform().strict_project(name="name", pred=BoundLessThanOrEqual(term=bound_reference_date, literal=date)),
        LessThan(term="name", literal=LongLiteral(-1)),
    )
    _test_projection(
        DayTransform().strict_project(name="name", pred=BoundGreaterThan(term=bound_reference_date, literal=date)),
        GreaterThan(term="name", literal=DateLiteral(-2)),
    )
    _test_projection(
        DayTransform().strict_project(name="name", pred=BoundGreaterThanOrEqual(term=bound_reference_date, literal=date)),
        GreaterThan(term="name", literal=LongLiteral(-3)),
    )
    _test_projection(
        DayTransform().strict_project(name="name", pred=BoundNotEqualTo(term=bound_reference_date, literal=date)),
        NotEqualTo(term="name", literal=DateLiteral(-2)),
    )
    _test_projection(
        lhs=DayTransform().strict_project(name="name", pred=BoundEqualTo(term=bound_reference_date, literal=date)), rhs=None
    )

    another_date = literal("1969-12-28").to(DateType())
    _test_projection(
        DayTransform().strict_project(name="name", pred=BoundNotIn(term=bound_reference_date, literals={date, another_date})),
        NotIn(term="name", literals={LongLiteral(-2), LongLiteral(-4)}),
    )
    _test_projection(
        lhs=DayTransform().strict_project(name="name", pred=BoundIn(term=bound_reference_date, literals={date, another_date})),
        rhs=None,
    )


def test_year_strict_lower_bound(bound_reference_date: BoundReference[int]) -> None:
    date = literal("2017-01-01").to(DateType())
    _test_projection(
        YearTransform().strict_project(name="name", pred=BoundLessThan(term=bound_reference_date, literal=date)),
        LessThan(term="name", literal=DateLiteral(47)),
    )
    _test_projection(
        YearTransform().strict_project(name="name", pred=BoundLessThanOrEqual(term=bound_reference_date, literal=date)),
        LessThan(term="name", literal=LongLiteral(47)),
    )
    _test_projection(
        YearTransform().strict_project(name="name", pred=BoundGreaterThan(term=bound_reference_date, literal=date)),
        GreaterThan(term="name", literal=DateLiteral(47)),
    )
    _test_projection(
        YearTransform().strict_project(name="name", pred=BoundGreaterThanOrEqual(term=bound_reference_date, literal=date)),
        GreaterThan(term="name", literal=LongLiteral(46)),
    )
    _test_projection(
        YearTransform().strict_project(name="name", pred=BoundNotEqualTo(term=bound_reference_date, literal=date)),
        NotEqualTo(term="name", literal=DateLiteral(47)),
    )
    _test_projection(
        lhs=YearTransform().strict_project(name="name", pred=BoundEqualTo(term=bound_reference_date, literal=date)), rhs=None
    )

    another_date = literal("2016-12-31").to(DateType())
    _test_projection(
        YearTransform().strict_project(name="name", pred=BoundNotIn(term=bound_reference_date, literals={date, another_date})),
        NotIn(term="name", literals={LongLiteral(46), LongLiteral(47)}),
    )
    _test_projection(
        lhs=YearTransform().strict_project(name="name", pred=BoundIn(term=bound_reference_date, literals={date, another_date})),
        rhs=None,
    )


def test_negative_year_strict_lower_bound(bound_reference_date: BoundReference[int]) -> None:
    date = literal("1970-01-01").to(DateType())
    _test_projection(
        YearTransform().strict_project(name="name", pred=BoundLessThan(term=bound_reference_date, literal=date)),
        LessThan(term="name", literal=DateLiteral(0)),
    )
    _test_projection(
        YearTransform().strict_project(name="name", pred=BoundLessThanOrEqual(term=bound_reference_date, literal=date)),
        LessThan(term="name", literal=LongLiteral(0)),
    )
    _test_projection(
        YearTransform().strict_project(name="name", pred=BoundGreaterThan(term=bound_reference_date, literal=date)),
        GreaterThan(term="name", literal=DateLiteral(0)),
    )
    _test_projection(
        YearTransform().strict_project(name="name", pred=BoundGreaterThanOrEqual(term=bound_reference_date, literal=date)),
        GreaterThan(term="name", literal=LongLiteral(-1)),
    )
    _test_projection(
        YearTransform().strict_project(name="name", pred=BoundNotEqualTo(term=bound_reference_date, literal=date)),
        NotEqualTo(term="name", literal=DateLiteral(0)),
    )
    _test_projection(
        lhs=YearTransform().strict_project(name="name", pred=BoundEqualTo(term=bound_reference_date, literal=date)), rhs=None
    )

    another_date = literal("1969-12-31").to(DateType())
    _test_projection(
        YearTransform().strict_project(name="name", pred=BoundNotIn(term=bound_reference_date, literals={date, another_date})),
        NotIn(term="name", literals={LongLiteral(-1), LongLiteral(0)}),
    )
    _test_projection(
        lhs=YearTransform().strict_project(name="name", pred=BoundIn(term=bound_reference_date, literals={date, another_date})),
        rhs=None,
    )


def test_year_strict_upper_bound(bound_reference_date: BoundReference[int]) -> None:
    date = literal("2017-12-31").to(DateType())
    _test_projection(
        YearTransform().strict_project(name="name", pred=BoundLessThan(term=bound_reference_date, literal=date)),
        LessThan(term="name", literal=DateLiteral(47)),
    )
    _test_projection(
        YearTransform().strict_project(name="name", pred=BoundLessThanOrEqual(term=bound_reference_date, literal=date)),
        LessThan(term="name", literal=LongLiteral(48)),
    )
    _test_projection(
        YearTransform().strict_project(name="name", pred=BoundGreaterThan(term=bound_reference_date, literal=date)),
        GreaterThan(term="name", literal=DateLiteral(47)),
    )
    _test_projection(
        YearTransform().strict_project(name="name", pred=BoundGreaterThanOrEqual(term=bound_reference_date, literal=date)),
        GreaterThan(term="name", literal=LongLiteral(47)),
    )
    _test_projection(
        YearTransform().strict_project(name="name", pred=BoundNotEqualTo(term=bound_reference_date, literal=date)),
        NotEqualTo(term="name", literal=DateLiteral(47)),
    )
    _test_projection(
        lhs=YearTransform().strict_project(name="name", pred=BoundEqualTo(term=bound_reference_date, literal=date)), rhs=None
    )

    another_date = literal("2016-01-01").to(DateType())
    _test_projection(
        YearTransform().strict_project(name="name", pred=BoundNotIn(term=bound_reference_date, literals={date, another_date})),
        NotIn(term="name", literals={LongLiteral(46), LongLiteral(47)}),
    )
    _test_projection(
        lhs=YearTransform().strict_project(name="name", pred=BoundIn(term=bound_reference_date, literals={date, another_date})),
        rhs=None,
    )


def test_negative_year_strict_upper_bound(bound_reference_date: BoundReference[int]) -> None:
    date = literal("1969-12-31").to(DateType())
    _test_projection(
        YearTransform().strict_project(name="name", pred=BoundLessThan(term=bound_reference_date, literal=date)),
        LessThan(term="name", literal=DateLiteral(-1)),
    )
    _test_projection(
        YearTransform().strict_project(name="name", pred=BoundLessThanOrEqual(term=bound_reference_date, literal=date)),
        LessThan(term="name", literal=LongLiteral(0)),
    )
    _test_projection(
        YearTransform().strict_project(name="name", pred=BoundGreaterThan(term=bound_reference_date, literal=date)),
        GreaterThan(term="name", literal=DateLiteral(-1)),
    )
    _test_projection(
        YearTransform().strict_project(name="name", pred=BoundGreaterThanOrEqual(term=bound_reference_date, literal=date)),
        GreaterThan(term="name", literal=LongLiteral(-1)),
    )
    _test_projection(
        YearTransform().strict_project(name="name", pred=BoundNotEqualTo(term=bound_reference_date, literal=date)),
        NotEqualTo(term="name", literal=DateLiteral(-1)),
    )
    _test_projection(
        lhs=YearTransform().strict_project(name="name", pred=BoundEqualTo(term=bound_reference_date, literal=date)), rhs=None
    )

    another_date = literal("1970-01-01").to(DateType())
    _test_projection(
        YearTransform().strict_project(name="name", pred=BoundNotIn(term=bound_reference_date, literals={date, another_date})),
        NotIn(term="name", literals={LongLiteral(-1), LongLiteral(0)}),
    )
    _test_projection(
        lhs=YearTransform().strict_project(name="name", pred=BoundIn(term=bound_reference_date, literals={date, another_date})),
        rhs=None,
    )


def test_strict_bucket_integer(bound_reference_long: BoundReference[int]) -> None:
    value = literal(100)
    transform: Transform[Any, int] = BucketTransform(num_buckets=10)
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundNotEqualTo(term=bound_reference_long, literal=value)),
        rhs=LessThan(term="name", literal=literal(6)),
    )
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundEqualTo(term=bound_reference_long, literal=value)), rhs=None
    )
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundLessThan(term=bound_reference_long, literal=value)), rhs=None
    )
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundLessThanOrEqual(term=bound_reference_long, literal=value)), rhs=None
    )
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundGreaterThan(term=bound_reference_long, literal=value)), rhs=None
    )
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundGreaterThanOrEqual(term=bound_reference_long, literal=value)),
        rhs=None,
    )
    _test_projection(
        lhs=transform.strict_project(
            name="name", pred=BoundNotIn(term=bound_reference_long, literals={literal(100 - 1), value, literal(100 + 1)})
        ),
        rhs=NotIn(term=Reference("name"), literals={6, 7, 8}),
    )

    _test_projection(
        lhs=transform.strict_project(
            name="name", pred=BoundIn(term=bound_reference_long, literals={literal(100 - 1), value, literal(100 + 1)})
        ),
        rhs=None,
    )


def test_strict_bucket_decimal(bound_reference_decimal: BoundReference[int]) -> None:
    value = literal(Decimal("100.00"))
    transform: Transform[Any, int] = BucketTransform(num_buckets=10)
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundNotEqualTo(term=bound_reference_decimal, literal=value)),
        rhs=LessThan(term="name", literal=literal(2)),
    )
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundEqualTo(term=bound_reference_decimal, literal=value)), rhs=None
    )
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundLessThan(term=bound_reference_decimal, literal=value)), rhs=None
    )
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundLessThanOrEqual(term=bound_reference_decimal, literal=value)),
        rhs=None,
    )
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundGreaterThan(term=bound_reference_decimal, literal=value)), rhs=None
    )
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundGreaterThanOrEqual(term=bound_reference_decimal, literal=value)),
        rhs=None,
    )
    _test_projection(
        lhs=transform.strict_project(
            name="name",
            pred=BoundNotIn(
                term=bound_reference_decimal, literals={literal(Decimal("99.00")), value, literal(Decimal("101.00"))}
            ),
        ),
        rhs=NotIn(term=Reference("name"), literals={2, 6}),
    )
    _test_projection(
        lhs=transform.strict_project(
            name="name",
            pred=BoundIn(term=bound_reference_decimal, literals={literal(Decimal("99.00")), value, literal(Decimal("101.00"))}),
        ),
        rhs=None,
    )


def test_strict_bucket_string(bound_reference_str: BoundReference[int]) -> None:
    value = literal("abcdefg")
    transform: Transform[Any, int] = BucketTransform(num_buckets=10)
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundNotEqualTo(term=bound_reference_str, literal=value)),
        rhs=LessThan(term="name", literal=literal(4)),
    )
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundEqualTo(term=bound_reference_str, literal=value)), rhs=None
    )
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundLessThan(term=bound_reference_str, literal=value)), rhs=None
    )
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundLessThanOrEqual(term=bound_reference_str, literal=value)), rhs=None
    )
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundGreaterThan(term=bound_reference_str, literal=value)), rhs=None
    )
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundGreaterThanOrEqual(term=bound_reference_str, literal=value)), rhs=None
    )
    _test_projection(
        lhs=transform.strict_project(
            name="name", pred=BoundNotIn(term=bound_reference_str, literals={literal("abcdefg"), literal("abcdefgabc")})
        ),
        rhs=NotIn(term=Reference("name"), literals={4, 9}),
    )
    _test_projection(
        lhs=transform.strict_project(
            name="name", pred=BoundIn(term=bound_reference_str, literals={literal("abcdefg"), literal("abcdefgabc")})
        ),
        rhs=None,
    )


def test_strict_bucket_bytes(bound_reference_binary: BoundReference[int]) -> None:
    value = literal(str.encode("abcdefg"))
    transform: Transform[Any, int] = BucketTransform(num_buckets=10)
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundNotEqualTo(term=bound_reference_binary, literal=value)),
        rhs=LessThan(term="name", literal=literal(4)),
    )
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundEqualTo(term=bound_reference_binary, literal=value)), rhs=None
    )
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundLessThan(term=bound_reference_binary, literal=value)), rhs=None
    )
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundLessThanOrEqual(term=bound_reference_binary, literal=value)), rhs=None
    )
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundGreaterThan(term=bound_reference_binary, literal=value)), rhs=None
    )
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundGreaterThanOrEqual(term=bound_reference_binary, literal=value)),
        rhs=None,
    )
    _test_projection(
        lhs=transform.strict_project(
            name="name", pred=BoundNotIn(term=bound_reference_binary, literals={value, literal(str.encode("abcdehij"))})
        ),
        rhs=NotIn(term=Reference("name"), literals={4, 6}),
    )
    _test_projection(
        lhs=transform.strict_project(
            name="name", pred=BoundIn(term=bound_reference_binary, literals={value, literal(str.encode("abcdehij"))})
        ),
        rhs=None,
    )


def test_strict_bucket_uuid(bound_reference_uuid: BoundReference[int]) -> None:
    value = literal(UUID("12345678123456781234567812345678"))
    transform: Transform[Any, int] = BucketTransform(num_buckets=10)
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundNotEqualTo(term=bound_reference_uuid, literal=value)),
        rhs=LessThan(term="name", literal=literal(1)),
    )
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundEqualTo(term=bound_reference_uuid, literal=value)), rhs=None
    )
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundLessThan(term=bound_reference_uuid, literal=value)), rhs=None
    )
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundLessThanOrEqual(term=bound_reference_uuid, literal=value)), rhs=None
    )
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundGreaterThan(term=bound_reference_uuid, literal=value)), rhs=None
    )
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundGreaterThanOrEqual(term=bound_reference_uuid, literal=value)),
        rhs=None,
    )
    _test_projection(
        lhs=transform.strict_project(
            name="name",
            pred=BoundNotIn(term=bound_reference_uuid, literals={value, literal(UUID("12345678123456781234567812345679"))}),
        ),
        rhs=NotIn(term=Reference("name"), literals={1, 4}),
    )
    _test_projection(
        lhs=transform.strict_project(
            name="name",
            pred=BoundIn(term=bound_reference_uuid, literals={value, literal(UUID("12345678123456781234567812345679"))}),
        ),
        rhs=None,
    )


def test_strict_identity_projection(bound_reference_long: BoundReference[int]) -> None:
    transform: Transform[Any, Any] = IdentityTransform()
    predicates = [
        BoundNotNull(term=bound_reference_long),
        BoundIsNull(term=bound_reference_long),
        BoundLessThan(term=bound_reference_long, literal=literal(100)),
        BoundLessThanOrEqual(term=bound_reference_long, literal=literal(101)),
        BoundGreaterThan(term=bound_reference_long, literal=literal(102)),
        BoundGreaterThanOrEqual(term=bound_reference_long, literal=literal(103)),
        BoundEqualTo(term=bound_reference_long, literal=literal(104)),
        BoundNotEqualTo(term=bound_reference_long, literal=literal(105)),
    ]
    for predicate in predicates:
        if isinstance(predicate, BoundLiteralPredicate):
            _test_projection(
                lhs=transform.strict_project(
                    name="name",
                    pred=predicate,
                ),
                rhs=predicate.as_unbound(term=Reference("name"), literal=predicate.literal),
            )
        else:
            _test_projection(
                lhs=transform.strict_project(
                    name="name",
                    pred=predicate,
                ),
                rhs=predicate.as_unbound(term=Reference("name")),
            )


def test_truncate_strict_integer_lower_bound(bound_reference_long: BoundReference[int]) -> None:
    value = literal(100)
    transform: Transform[Any, Any] = TruncateTransform(width=10)

    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundLessThan(term=bound_reference_long, literal=value)),
        rhs=LessThan(term=Reference("name"), literal=LongLiteral(100)),
    )
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundLessThanOrEqual(term=bound_reference_long, literal=value)),
        rhs=LessThanOrEqual(term=Reference("name"), literal=LongLiteral(100)),
    )
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundGreaterThan(term=bound_reference_long, literal=value)),
        rhs=GreaterThan(term=Reference("name"), literal=LongLiteral(100)),
    )
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundGreaterThanOrEqual(term=bound_reference_long, literal=value)),
        rhs=GreaterThan(term=Reference("name"), literal=LongLiteral(90)),
    )
    _test_projection(
        lhs=transform.strict_project(
            name="name", pred=BoundNotIn(term=bound_reference_long, literals={literal(99), literal(100), literal(101)})
        ),
        rhs=NotIn(term=Reference("name"), literals={literal(90), literal(100)}),
    )
    _test_projection(
        lhs=transform.strict_project(
            name="name", pred=BoundIn(term=bound_reference_long, literals={literal(99), literal(100), literal(101)})
        ),
        rhs=None,
    )


def test_truncate_strict_integer_upper_bound(bound_reference_long: BoundReference[int]) -> None:
    value = literal(99)
    transform: Transform[Any, Any] = TruncateTransform(width=10)

    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundLessThan(term=bound_reference_long, literal=value)),
        rhs=LessThan(term=Reference("name"), literal=LongLiteral(90)),
    )
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundLessThanOrEqual(term=bound_reference_long, literal=value)),
        rhs=LessThan(term=Reference("name"), literal=LongLiteral(100)),
    )
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundGreaterThan(term=bound_reference_long, literal=value)),
        rhs=GreaterThan(term=Reference("name"), literal=LongLiteral(90)),
    )
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundGreaterThanOrEqual(term=bound_reference_long, literal=value)),
        rhs=GreaterThan(term=Reference("name"), literal=LongLiteral(90)),
    )
    _test_projection(
        lhs=transform.strict_project(
            name="name", pred=BoundNotIn(term=bound_reference_long, literals={literal(99), literal(100), literal(101)})
        ),
        rhs=NotIn(term=Reference("name"), literals={literal(90), literal(100)}),
    )
    _test_projection(
        lhs=transform.strict_project(
            name="name", pred=BoundIn(term=bound_reference_long, literals={literal(99), literal(100), literal(101)})
        ),
        rhs=None,
    )


def test_truncate_strict_decimal_lower_bound(bound_reference_decimal: BoundReference[Decimal]) -> None:
    value = literal(Decimal("100.00"))
    transform: Transform[Any, Any] = TruncateTransform(width=10)

    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundLessThan(term=bound_reference_decimal, literal=value)),
        rhs=LessThan(term=Reference("name"), literal=Decimal("100.00")),
    )
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundLessThanOrEqual(term=bound_reference_decimal, literal=value)),
        rhs=LessThanOrEqual(term=Reference("name"), literal=Decimal("100.00")),
    )
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundGreaterThan(term=bound_reference_decimal, literal=value)),
        rhs=GreaterThan(term=Reference("name"), literal=Decimal("100.00")),
    )
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundGreaterThanOrEqual(term=bound_reference_decimal, literal=value)),
        rhs=GreaterThan(term=Reference("name"), literal=Decimal("99.90")),
    )
    set_of_literals = {literal(Decimal("99.00")), literal(Decimal("100.00")), literal(Decimal("101.00"))}
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundNotIn(term=bound_reference_decimal, literals=set_of_literals)),
        rhs=NotIn(term=Reference("name"), literals=set_of_literals),
    )
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundIn(term=bound_reference_decimal, literals=set_of_literals)), rhs=None
    )


def test_truncate_strict_decimal_upper_bound(bound_reference_decimal: BoundReference[Decimal]) -> None:
    value = literal(Decimal("99.99"))
    transform: Transform[Any, Any] = TruncateTransform(width=10)

    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundLessThan(term=bound_reference_decimal, literal=value)),
        rhs=LessThan(term=Reference("name"), literal=Decimal("99.90")),
    )
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundLessThanOrEqual(term=bound_reference_decimal, literal=value)),
        rhs=LessThan(term=Reference("name"), literal=Decimal("100.00")),
    )
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundGreaterThan(term=bound_reference_decimal, literal=value)),
        rhs=GreaterThan(term=Reference("name"), literal=Decimal("99.90")),
    )
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundGreaterThanOrEqual(term=bound_reference_decimal, literal=value)),
        rhs=GreaterThan(term=Reference("name"), literal=Decimal("99.90")),
    )
    set_of_literals = {literal(Decimal("98.99")), literal(Decimal("99.99")), literal(Decimal("100.99"))}
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundNotIn(term=bound_reference_decimal, literals=set_of_literals)),
        rhs=NotIn(
            term=Reference("name"), literals={literal(Decimal("98.90")), literal(Decimal("99.90")), literal(Decimal("100.90"))}
        ),
    )
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundIn(term=bound_reference_decimal, literals=set_of_literals)), rhs=None
    )


def test_string_strict(bound_reference_str: BoundReference[str]) -> None:
    value = literal("abcdefg")
    transform: Transform[Any, Any] = TruncateTransform(width=5)

    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundLessThan(term=bound_reference_str, literal=value)),
        rhs=LessThan(term=Reference("name"), literal=literal("abcde")),
    )
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundLessThanOrEqual(term=bound_reference_str, literal=value)),
        rhs=LessThan(term=Reference("name"), literal=literal("abcde")),
    )
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundGreaterThan(term=bound_reference_str, literal=value)),
        rhs=GreaterThan(term=Reference("name"), literal=literal("abcde")),
    )
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundGreaterThanOrEqual(term=bound_reference_str, literal=value)),
        rhs=GreaterThan(term=Reference("name"), literal=literal("abcde")),
    )
    set_of_literals = {literal("abcde"), literal("abcdefg")}
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundNotIn(term=bound_reference_str, literals=set_of_literals)),
        rhs=NotEqualTo(term=Reference("name"), literal=literal("abcde")),
    )
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundIn(term=bound_reference_str, literals=set_of_literals)), rhs=None
    )


def test_strict_binary(bound_reference_binary: BoundReference[str]) -> None:
    value = literal(b"abcdefg")
    transform: Transform[Any, Any] = TruncateTransform(width=5)
    abcde = literal(b"abcde")

    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundLessThan(term=bound_reference_binary, literal=value)),
        rhs=LessThan(term=Reference("name"), literal=abcde),
    )
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundLessThanOrEqual(term=bound_reference_binary, literal=value)),
        rhs=LessThan(term=Reference("name"), literal=abcde),
    )
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundGreaterThan(term=bound_reference_binary, literal=value)),
        rhs=GreaterThan(term=Reference("name"), literal=abcde),
    )
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundGreaterThanOrEqual(term=bound_reference_binary, literal=value)),
        rhs=GreaterThan(term=Reference("name"), literal=abcde),
    )
    set_of_literals = {literal(b"abcde"), literal(b"abcdefg")}
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundNotIn(term=bound_reference_binary, literals=set_of_literals)),
        rhs=NotEqualTo(term=Reference("name"), literal=abcde),
    )
    _test_projection(
        lhs=transform.strict_project(name="name", pred=BoundIn(term=bound_reference_binary, literals=set_of_literals)), rhs=None
    )


@pytest.mark.parametrize(
    "transform",
    [
        pytest.param(YearTransform(), id="year_transform"),
        pytest.param(MonthTransform(), id="month_transform"),
        pytest.param(DayTransform(), id="day_transform"),
        pytest.param(HourTransform(), id="hour_transform"),
    ],
)
@pytest.mark.parametrize(
    "source_col, source_type", [("date", DateType()), ("timestamp", TimestampType()), ("timestamptz", TimestamptzType())]
)
def test_ymd_pyarrow_transforms(
    arrow_table_date_timestamps: "pa.Table",
    source_col: str,
    source_type: PrimitiveType,
    transform: Transform[Any, Any],
) -> None:
    if transform.can_transform(source_type):
        assert transform.pyarrow_transform(source_type)(arrow_table_date_timestamps[source_col]).to_pylist() == [
            transform.transform(source_type)(_to_partition_representation(source_type, v))
            for v in arrow_table_date_timestamps[source_col].to_pylist()
        ]
    else:
        with pytest.raises(ValueError):
            transform.pyarrow_transform(DateType())(arrow_table_date_timestamps[source_col])