# Licensed to the Apache Software Foundation (ASF) under one # 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=redefined-outer-name,eval-used import pickle import uuid from decimal import Decimal from typing import Any import pytest from typing_extensions import assert_type from pyiceberg.expressions import ( AlwaysFalse, AlwaysTrue, And, BooleanExpression, BoundEqualTo, BoundGreaterThan, BoundGreaterThanOrEqual, BoundIn, BoundIsNaN, BoundIsNull, BoundLessThan, BoundLessThanOrEqual, BoundNotEqualTo, BoundNotIn, BoundNotNaN, BoundNotNull, BoundReference, EqualTo, GreaterThan, GreaterThanOrEqual, In, IsNaN, IsNull, LessThan, LessThanOrEqual, Not, NotEqualTo, NotIn, NotNaN, NotNull, Or, Reference, UnboundPredicate, ) from pyiceberg.expressions.literals import Literal, literal from pyiceberg.expressions.visitors import _from_byte_buffer from pyiceberg.schema import Accessor, Schema from pyiceberg.typedef import Record from pyiceberg.types import ( BinaryType, BooleanType, DecimalType, DoubleType, FloatType, IntegerType, ListType, LongType, NestedField, StringType, StructType, UUIDType, ) from pyiceberg.utils.singleton import Singleton class ExpressionA(BooleanExpression, Singleton): def __invert__(self) -> BooleanExpression: return ExpressionB() def __repr__(self) -> str: return "ExpressionA()" def __str__(self) -> str: return "testexpra" class ExpressionB(BooleanExpression, Singleton): def __invert__(self) -> BooleanExpression: return ExpressionA() def __repr__(self) -> str: return "ExpressionB()" def __str__(self) -> str: return "testexprb" def test_isnull_inverse() -> None: assert ~IsNull(Reference("a")) == NotNull(Reference("a")) def test_isnull_bind() -> None: schema = Schema(NestedField(2, "a", IntegerType()), schema_id=1) bound = BoundIsNull(BoundReference(schema.find_field(2), schema.accessor_for_field(2))) assert IsNull(Reference("a")).bind(schema) == bound def test_invert_is_null_bind() -> None: schema = Schema(NestedField(2, "a", IntegerType(), required=False), schema_id=1) assert ~IsNull(Reference("a")).bind(schema) == NotNull(Reference("a")).bind(schema) def test_invert_not_null_bind() -> None: schema = Schema(NestedField(2, "a", IntegerType(), required=False), schema_id=1) assert ~NotNull(Reference("a")).bind(schema) == IsNull(Reference("a")).bind(schema) def test_invert_is_nan_bind() -> None: schema = Schema(NestedField(2, "a", DoubleType(), required=False), schema_id=1) assert ~IsNaN(Reference("a")).bind(schema) == NotNaN(Reference("a")).bind(schema) def test_invert_not_nan_bind() -> None: schema = Schema(NestedField(2, "a", DoubleType(), required=False), schema_id=1) assert ~NotNaN(Reference("a")).bind(schema) == IsNaN(Reference("a")).bind(schema) def test_bind_expr_does_not_exists() -> None: schema = Schema(NestedField(2, "a", IntegerType()), schema_id=1) with pytest.raises(ValueError) as exc_info: IsNull(Reference("b")).bind(schema) assert str(exc_info.value) == "Could not find field with name b, case_sensitive=True" def test_bind_does_not_exists() -> None: schema = Schema(NestedField(2, "a", IntegerType()), schema_id=1) with pytest.raises(ValueError) as exc_info: Reference("b").bind(schema) assert str(exc_info.value) == "Could not find field with name b, case_sensitive=True" def test_isnull_bind_required() -> None: schema = Schema(NestedField(2, "a", IntegerType(), required=True), schema_id=1) assert IsNull(Reference("a")).bind(schema) == AlwaysFalse() def test_notnull_inverse() -> None: assert ~NotNull(Reference("a")) == IsNull(Reference("a")) def test_notnull_bind() -> None: schema = Schema(NestedField(2, "a", IntegerType()), schema_id=1) bound = BoundNotNull(BoundReference(schema.find_field(2), schema.accessor_for_field(2))) assert NotNull(Reference("a")).bind(schema) == bound def test_notnull_bind_required() -> None: schema = Schema(NestedField(2, "a", IntegerType(), required=True), schema_id=1) assert NotNull(Reference("a")).bind(schema) == AlwaysTrue() def test_isnan_inverse() -> None: assert ~IsNaN(Reference("f")) == NotNaN(Reference("f")) def test_isnan_bind_float() -> None: schema = Schema(NestedField(2, "f", FloatType()), schema_id=1) bound = BoundIsNaN(BoundReference(schema.find_field(2), schema.accessor_for_field(2))) assert IsNaN(Reference("f")).bind(schema) == bound def test_isnan_bind_double() -> None: schema = Schema(NestedField(2, "d", DoubleType()), schema_id=1) bound = BoundIsNaN(BoundReference(schema.find_field(2), schema.accessor_for_field(2))) assert IsNaN(Reference("d")).bind(schema) == bound def test_isnan_bind_nonfloat() -> None: schema = Schema(NestedField(2, "i", IntegerType()), schema_id=1) assert IsNaN(Reference("i")).bind(schema) == AlwaysFalse() def test_notnan_inverse() -> None: assert ~NotNaN(Reference("f")) == IsNaN(Reference("f")) def test_notnan_bind_float() -> None: schema = Schema(NestedField(2, "f", FloatType()), schema_id=1) bound = BoundNotNaN(BoundReference(schema.find_field(2), schema.accessor_for_field(2))) assert NotNaN(Reference("f")).bind(schema) == bound def test_notnan_bind_double() -> None: schema = Schema(NestedField(2, "d", DoubleType()), schema_id=1) bound = BoundNotNaN(BoundReference(schema.find_field(2), schema.accessor_for_field(2))) assert NotNaN(Reference("d")).bind(schema) == bound def test_notnan_bind_nonfloat() -> None: schema = Schema(NestedField(2, "i", IntegerType()), schema_id=1) assert NotNaN(Reference("i")).bind(schema) == AlwaysTrue() def test_ref_binding_case_sensitive(table_schema_simple: Schema) -> None: ref = Reference("foo") bound = BoundReference(table_schema_simple.find_field(1), table_schema_simple.accessor_for_field(1)) assert ref.bind(table_schema_simple, case_sensitive=True) == bound def test_ref_binding_case_sensitive_failure(table_schema_simple: Schema) -> None: ref = Reference("Foo") with pytest.raises(ValueError): ref.bind(table_schema_simple, case_sensitive=True) def test_ref_binding_case_insensitive(table_schema_simple: Schema) -> None: ref = Reference("Foo") bound = BoundReference(table_schema_simple.find_field(1), table_schema_simple.accessor_for_field(1)) assert ref.bind(table_schema_simple, case_sensitive=False) == bound def test_ref_binding_case_insensitive_failure(table_schema_simple: Schema) -> None: ref = Reference("Foot") with pytest.raises(ValueError): ref.bind(table_schema_simple, case_sensitive=False) def test_in_to_eq() -> None: assert In("x", (34.56,)) == EqualTo("x", 34.56) def test_empty_bind_in(table_schema_simple: Schema) -> None: bound = BoundIn(BoundReference(table_schema_simple.find_field(1), table_schema_simple.accessor_for_field(1)), set()) assert bound == AlwaysFalse() def test_empty_bind_not_in(table_schema_simple: Schema) -> None: bound = BoundNotIn(BoundReference(table_schema_simple.find_field(1), table_schema_simple.accessor_for_field(1)), set()) assert bound == AlwaysTrue() def test_bind_not_in_equal_term(table_schema_simple: Schema) -> None: bound = BoundNotIn( BoundReference(table_schema_simple.find_field(1), table_schema_simple.accessor_for_field(1)), {literal("hello")} ) assert ( BoundNotEqualTo( term=BoundReference( field=NestedField(field_id=1, name="foo", field_type=StringType(), required=False), accessor=Accessor(position=0, inner=None), ), literal=literal("hello"), ) == bound ) def test_in_empty() -> None: assert In(Reference("foo"), ()) == AlwaysFalse() def test_in_set() -> None: assert In(Reference("foo"), {"a", "bc", "def"}).literals == {literal("a"), literal("bc"), literal("def")} def test_in_tuple() -> None: assert In(Reference("foo"), ("a", "bc", "def")).literals == {literal("a"), literal("bc"), literal("def")} def test_in_list() -> None: assert In(Reference("foo"), ["a", "bc", "def"]).literals == {literal("a"), literal("bc"), literal("def")} def test_not_in_empty() -> None: assert NotIn(Reference("foo"), ()) == AlwaysTrue() def test_not_in_equal() -> None: assert NotIn(Reference("foo"), ("hello",)) == NotEqualTo(term=Reference(name="foo"), literal="hello") def test_bind_in(table_schema_simple: Schema) -> None: bound = BoundIn( BoundReference(table_schema_simple.find_field(1), table_schema_simple.accessor_for_field(1)), {literal("hello"), literal("world")}, ) assert In(Reference("foo"), ("hello", "world")).bind(table_schema_simple) == bound def test_bind_in_invert(table_schema_simple: Schema) -> None: bound = BoundIn( BoundReference(table_schema_simple.find_field(1), table_schema_simple.accessor_for_field(1)), {literal("hello"), literal("world")}, ) assert ~bound == BoundNotIn( BoundReference(table_schema_simple.find_field(1), table_schema_simple.accessor_for_field(1)), {literal("hello"), literal("world")}, ) def test_bind_not_in_invert(table_schema_simple: Schema) -> None: bound = BoundNotIn( BoundReference(table_schema_simple.find_field(1), table_schema_simple.accessor_for_field(1)), {literal("hello"), literal("world")}, ) assert ~bound == BoundIn( BoundReference(table_schema_simple.find_field(1), table_schema_simple.accessor_for_field(1)), {literal("hello"), literal("world")}, ) def test_bind_dedup(table_schema_simple: Schema) -> None: bound = BoundIn( BoundReference(table_schema_simple.find_field(1), table_schema_simple.accessor_for_field(1)), {literal("hello"), literal("world")}, ) assert In(Reference("foo"), ("hello", "world", "world")).bind(table_schema_simple) == bound def test_bind_dedup_to_eq(table_schema_simple: Schema) -> None: bound = BoundEqualTo( BoundReference(table_schema_simple.find_field(1), table_schema_simple.accessor_for_field(1)), literal("hello") ) assert In(Reference("foo"), ("hello", "hello")).bind(table_schema_simple) == bound def test_bound_equal_to_invert(table_schema_simple: Schema) -> None: bound = BoundEqualTo( BoundReference(table_schema_simple.find_field(1), table_schema_simple.accessor_for_field(1)), literal("hello") ) assert ~bound == BoundNotEqualTo( term=BoundReference( field=NestedField(field_id=1, name="foo", field_type=StringType(), required=False), accessor=Accessor(position=0, inner=None), ), literal=literal("hello"), ) def test_bound_not_equal_to_invert(table_schema_simple: Schema) -> None: bound = BoundNotEqualTo( BoundReference(table_schema_simple.find_field(1), table_schema_simple.accessor_for_field(1)), literal("hello") ) assert ~bound == BoundEqualTo( term=BoundReference( field=NestedField(field_id=1, name="foo", field_type=StringType(), required=False), accessor=Accessor(position=0, inner=None), ), literal=literal("hello"), ) def test_bound_greater_than_or_equal_invert(table_schema_simple: Schema) -> None: bound = BoundGreaterThanOrEqual( BoundReference(table_schema_simple.find_field(1), table_schema_simple.accessor_for_field(1)), literal("hello") ) assert ~bound == BoundLessThan( term=BoundReference( field=NestedField(field_id=1, name="foo", field_type=StringType(), required=False), accessor=Accessor(position=0, inner=None), ), literal=literal("hello"), ) def test_bound_greater_than_invert(table_schema_simple: Schema) -> None: bound = BoundGreaterThan( BoundReference(table_schema_simple.find_field(1), table_schema_simple.accessor_for_field(1)), literal("hello") ) assert ~bound == BoundLessThanOrEqual( term=BoundReference( field=NestedField(field_id=1, name="foo", field_type=StringType(), required=False), accessor=Accessor(position=0, inner=None), ), literal=literal("hello"), ) def test_bound_less_than_invert(table_schema_simple: Schema) -> None: bound = BoundLessThan( BoundReference(table_schema_simple.find_field(1), table_schema_simple.accessor_for_field(1)), literal("hello") ) assert ~bound == BoundGreaterThanOrEqual( term=BoundReference( field=NestedField(field_id=1, name="foo", field_type=StringType(), required=False), accessor=Accessor(position=0, inner=None), ), literal=literal("hello"), ) def test_bound_less_than_or_equal_invert(table_schema_simple: Schema) -> None: bound = BoundLessThanOrEqual( BoundReference(table_schema_simple.find_field(1), table_schema_simple.accessor_for_field(1)), literal("hello") ) assert ~bound == BoundGreaterThan( term=BoundReference( field=NestedField(field_id=1, name="foo", field_type=StringType(), required=False), accessor=Accessor(position=0, inner=None), ), literal=literal("hello"), ) def test_not_equal_to_invert() -> None: bound = NotEqualTo( term=BoundReference( # type: ignore field=NestedField(field_id=1, name="foo", field_type=StringType(), required=False), accessor=Accessor(position=0, inner=None), ), literal="hello", ) assert ~bound == EqualTo( term=BoundReference( # type: ignore field=NestedField(field_id=1, name="foo", field_type=StringType(), required=False), accessor=Accessor(position=0, inner=None), ), literal="hello", ) def test_greater_than_or_equal_invert() -> None: bound = GreaterThanOrEqual( term=BoundReference( # type: ignore field=NestedField(field_id=1, name="foo", field_type=StringType(), required=False), accessor=Accessor(position=0, inner=None), ), literal="hello", ) assert ~bound == LessThan( term=BoundReference( # type: ignore field=NestedField(field_id=1, name="foo", field_type=StringType(), required=False), accessor=Accessor(position=0, inner=None), ), literal="hello", ) def test_less_than_or_equal_invert() -> None: bound = LessThanOrEqual( term=BoundReference( # type: ignore field=NestedField(field_id=1, name="foo", field_type=StringType(), required=False), accessor=Accessor(position=0, inner=None), ), literal="hello", ) assert ~bound == GreaterThan( term=BoundReference( # type: ignore field=NestedField(field_id=1, name="foo", field_type=StringType(), required=False), accessor=Accessor(position=0, inner=None), ), literal="hello", ) @pytest.mark.parametrize( "pred", [ NotIn(Reference("foo"), ("hello", "world")), NotEqualTo(Reference("foo"), "hello"), EqualTo(Reference("foo"), "hello"), GreaterThan(Reference("foo"), "hello"), LessThan(Reference("foo"), "hello"), GreaterThanOrEqual(Reference("foo"), "hello"), LessThanOrEqual(Reference("foo"), "hello"), ], ) def test_bind(pred: UnboundPredicate[Any], table_schema_simple: Schema) -> None: assert pred.bind(table_schema_simple, case_sensitive=True).term.field == table_schema_simple.find_field( # type: ignore pred.term.name, # type: ignore case_sensitive=True, ) @pytest.mark.parametrize( "pred", [ In(Reference("Bar"), (5, 2)), NotIn(Reference("Bar"), (5, 2)), NotEqualTo(Reference("Bar"), 5), EqualTo(Reference("Bar"), 5), GreaterThan(Reference("Bar"), 5), LessThan(Reference("Bar"), 5), GreaterThanOrEqual(Reference("Bar"), 5), LessThanOrEqual(Reference("Bar"), 5), ], ) def test_bind_case_insensitive(pred: UnboundPredicate[Any], table_schema_simple: Schema) -> None: assert pred.bind(table_schema_simple, case_sensitive=False).term.field == table_schema_simple.find_field( # type: ignore pred.term.name, # type: ignore case_sensitive=False, ) @pytest.mark.parametrize( "exp, testexpra, testexprb", [ ( And(ExpressionA(), ExpressionB()), And(ExpressionA(), ExpressionB()), Or(ExpressionA(), ExpressionB()), ), ( Or(ExpressionA(), ExpressionB()), Or(ExpressionA(), ExpressionB()), And(ExpressionA(), ExpressionB()), ), (Not(ExpressionA()), Not(ExpressionA()), ExpressionB()), (ExpressionA(), ExpressionA(), ExpressionB()), (ExpressionB(), ExpressionB(), ExpressionA()), ( In(Reference("foo"), ("hello", "world")), In(Reference("foo"), ("hello", "world")), In(Reference("not_foo"), ("hello", "world")), ), ( In(Reference("foo"), ("hello", "world")), In(Reference("foo"), ("hello", "world")), In(Reference("foo"), ("goodbye", "world")), ), ], ) def test_eq(exp: BooleanExpression, testexpra: BooleanExpression, testexprb: BooleanExpression) -> None: assert exp == testexpra and exp != testexprb @pytest.mark.parametrize( "lhs, rhs", [ ( And(ExpressionA(), ExpressionB()), Or(ExpressionB(), ExpressionA()), ), ( Or(ExpressionA(), ExpressionB()), And(ExpressionB(), ExpressionA()), ), ( Not(ExpressionA()), ExpressionA(), ), ( In(Reference("foo"), ("hello", "world")), NotIn(Reference("foo"), ("hello", "world")), ), ( NotIn(Reference("foo"), ("hello", "world")), In(Reference("foo"), ("hello", "world")), ), (GreaterThan(Reference("foo"), 5), LessThanOrEqual(Reference("foo"), 5)), (LessThan(Reference("foo"), 5), GreaterThanOrEqual(Reference("foo"), 5)), (EqualTo(Reference("foo"), 5), NotEqualTo(Reference("foo"), 5)), ( ExpressionA(), ExpressionB(), ), ], ) def test_negate(lhs: BooleanExpression, rhs: BooleanExpression) -> None: assert ~lhs == rhs @pytest.mark.parametrize( "lhs, rhs", [ ( And(ExpressionA(), ExpressionB(), ExpressionA()), And(And(ExpressionA(), ExpressionB()), ExpressionA()), ), ( Or(ExpressionA(), ExpressionB(), ExpressionA()), Or(Or(ExpressionA(), ExpressionB()), ExpressionA()), ), (Not(Not(ExpressionA())), ExpressionA()), ], ) def test_reduce(lhs: BooleanExpression, rhs: BooleanExpression) -> None: assert lhs == rhs @pytest.mark.parametrize( "lhs, rhs", [ (And(AlwaysTrue(), ExpressionB()), ExpressionB()), (And(AlwaysFalse(), ExpressionB()), AlwaysFalse()), (And(ExpressionB(), AlwaysTrue()), ExpressionB()), (Or(AlwaysTrue(), ExpressionB()), AlwaysTrue()), (Or(AlwaysFalse(), ExpressionB()), ExpressionB()), (Or(ExpressionA(), AlwaysFalse()), ExpressionA()), (Not(Not(ExpressionA())), ExpressionA()), (Not(AlwaysTrue()), AlwaysFalse()), (Not(AlwaysFalse()), AlwaysTrue()), ], ) def test_base_AlwaysTrue_base_AlwaysFalse(lhs: BooleanExpression, rhs: BooleanExpression) -> None: assert lhs == rhs def test_invert_always() -> None: assert ~AlwaysFalse() == AlwaysTrue() assert ~AlwaysTrue() == AlwaysFalse() def test_accessor_base_class() -> None: """Test retrieving a value at a position of a container using an accessor""" struct = Record( struct=StructType( NestedField(1, "a", StringType()), NestedField(2, "b", StringType()), NestedField(3, "c", StringType()), NestedField(4, "d", IntegerType()), NestedField(5, "e", IntegerType()), NestedField(6, "f", IntegerType()), NestedField(7, "g", FloatType()), NestedField(8, "h", DecimalType(8, 4)), NestedField(9, "i", UUIDType()), NestedField(10, "j", BooleanType()), NestedField(11, "k", BooleanType()), NestedField(12, "l", BinaryType()), ) ) uuid_value = uuid.uuid4() struct[0] = "foo" struct[1] = "bar" struct[2] = "baz" struct[3] = 1 struct[4] = 2 struct[5] = 3 struct[6] = 1.234 struct[7] = Decimal("1.234") struct[8] = uuid_value struct[9] = True struct[10] = False struct[11] = b"\x19\x04\x9e?" assert Accessor(position=0).get(struct) == "foo" assert Accessor(position=1).get(struct) == "bar" assert Accessor(position=2).get(struct) == "baz" assert Accessor(position=3).get(struct) == 1 assert Accessor(position=4).get(struct) == 2 assert Accessor(position=5).get(struct) == 3 assert Accessor(position=6).get(struct) == 1.234 assert Accessor(position=7).get(struct) == Decimal("1.234") assert Accessor(position=8).get(struct) == uuid_value assert Accessor(position=9).get(struct) is True assert Accessor(position=10).get(struct) is False assert Accessor(position=11).get(struct) == b"\x19\x04\x9e?" @pytest.fixture def field() -> NestedField: return NestedField(field_id=1, name="foo", field_type=StringType(), required=False) @pytest.fixture def accessor() -> Accessor: return Accessor(position=1) @pytest.fixture def term(field: NestedField, accessor: Accessor) -> BoundReference[Any]: return BoundReference( field=field, accessor=accessor, ) def test_bound_reference(field: NestedField, accessor: Accessor) -> None: bound_ref = BoundReference(field=field, accessor=accessor) assert str(bound_ref) == f"BoundReference(field={repr(field)}, accessor={repr(accessor)})" assert repr(bound_ref) == f"BoundReference(field={repr(field)}, accessor={repr(accessor)})" assert bound_ref == eval(repr(bound_ref)) assert bound_ref == pickle.loads(pickle.dumps(bound_ref)) def test_reference() -> None: abc = "abc" ref = Reference(abc) assert str(ref) == "Reference(name='abc')" assert repr(ref) == "Reference(name='abc')" assert ref == eval(repr(ref)) assert ref == pickle.loads(pickle.dumps(ref)) def test_and() -> None: null = IsNull(Reference("a")) nan = IsNaN(Reference("b")) and_ = And(null, nan) assert str(and_) == f"And(left={str(null)}, right={str(nan)})" assert repr(and_) == f"And(left={repr(null)}, right={repr(nan)})" assert and_ == eval(repr(and_)) assert and_ == pickle.loads(pickle.dumps(and_)) def test_or() -> None: null = IsNull(Reference("a")) nan = IsNaN(Reference("b")) or_ = Or(null, nan) assert str(or_) == f"Or(left={str(null)}, right={str(nan)})" assert repr(or_) == f"Or(left={repr(null)}, right={repr(nan)})" assert or_ == eval(repr(or_)) assert or_ == pickle.loads(pickle.dumps(or_)) def test_not() -> None: null = IsNull(Reference("a")) not_ = Not(null) assert str(not_) == f"Not(child={str(null)})" assert repr(not_) == f"Not(child={repr(null)})" assert not_ == eval(repr(not_)) assert not_ == pickle.loads(pickle.dumps(not_)) def test_always_true() -> None: always_true = AlwaysTrue() assert str(always_true) == "AlwaysTrue()" assert repr(always_true) == "AlwaysTrue()" assert always_true == eval(repr(always_true)) assert always_true == pickle.loads(pickle.dumps(always_true)) def test_always_false() -> None: always_false = AlwaysFalse() assert str(always_false) == "AlwaysFalse()" assert repr(always_false) == "AlwaysFalse()" assert always_false == eval(repr(always_false)) assert always_false == pickle.loads(pickle.dumps(always_false)) def test_bound_reference_field_property() -> None: field = NestedField(field_id=1, name="foo", field_type=StringType(), required=False) position1_accessor = Accessor(position=1) bound_ref = BoundReference(field=field, accessor=position1_accessor) assert bound_ref.field == NestedField(field_id=1, name="foo", field_type=StringType(), required=False) def test_bound_is_null(term: BoundReference[Any]) -> None: bound_is_null = BoundIsNull(term) assert str(bound_is_null) == f"BoundIsNull(term={str(term)})" assert repr(bound_is_null) == f"BoundIsNull(term={repr(term)})" assert bound_is_null == eval(repr(bound_is_null)) def test_bound_is_not_null(term: BoundReference[Any]) -> None: bound_not_null = BoundNotNull(term) assert str(bound_not_null) == f"BoundNotNull(term={str(term)})" assert repr(bound_not_null) == f"BoundNotNull(term={repr(term)})" assert bound_not_null == eval(repr(bound_not_null)) def test_is_null() -> None: ref = Reference("a") is_null = IsNull(ref) assert str(is_null) == f"IsNull(term={str(ref)})" assert repr(is_null) == f"IsNull(term={repr(ref)})" assert is_null == eval(repr(is_null)) assert is_null == pickle.loads(pickle.dumps(is_null)) def test_not_null() -> None: ref = Reference("a") non_null = NotNull(ref) assert str(non_null) == f"NotNull(term={str(ref)})" assert repr(non_null) == f"NotNull(term={repr(ref)})" assert non_null == eval(repr(non_null)) assert non_null == pickle.loads(pickle.dumps(non_null)) def test_bound_is_nan(accessor: Accessor) -> None: # We need a FloatType here term = BoundReference[float]( field=NestedField(field_id=1, name="foo", field_type=FloatType(), required=False), accessor=accessor, ) bound_is_nan = BoundIsNaN(term) assert str(bound_is_nan) == f"BoundIsNaN(term={str(term)})" assert repr(bound_is_nan) == f"BoundIsNaN(term={repr(term)})" assert bound_is_nan == eval(repr(bound_is_nan)) assert bound_is_nan == pickle.loads(pickle.dumps(bound_is_nan)) def test_bound_is_not_nan(accessor: Accessor) -> None: # We need a FloatType here term = BoundReference[float]( field=NestedField(field_id=1, name="foo", field_type=FloatType(), required=False), accessor=accessor, ) bound_not_nan = BoundNotNaN(term) assert str(bound_not_nan) == f"BoundNotNaN(term={str(term)})" assert repr(bound_not_nan) == f"BoundNotNaN(term={repr(term)})" assert bound_not_nan == eval(repr(bound_not_nan)) assert bound_not_nan == pickle.loads(pickle.dumps(bound_not_nan)) def test_is_nan() -> None: ref = Reference("a") is_nan = IsNaN(ref) assert str(is_nan) == f"IsNaN(term={str(ref)})" assert repr(is_nan) == f"IsNaN(term={repr(ref)})" assert is_nan == eval(repr(is_nan)) assert is_nan == pickle.loads(pickle.dumps(is_nan)) def test_not_nan() -> None: ref = Reference("a") not_nan = NotNaN(ref) assert str(not_nan) == f"NotNaN(term={str(ref)})" assert repr(not_nan) == f"NotNaN(term={repr(ref)})" assert not_nan == eval(repr(not_nan)) assert not_nan == pickle.loads(pickle.dumps(not_nan)) def test_bound_in(term: BoundReference[Any]) -> None: bound_in = BoundIn(term, {literal("a"), literal("b"), literal("c")}) assert str(bound_in) == f"BoundIn({str(term)}, {{a, b, c}})" assert repr(bound_in) == f"BoundIn({repr(term)}, {{literal('a'), literal('b'), literal('c')}})" assert bound_in == eval(repr(bound_in)) assert bound_in == pickle.loads(pickle.dumps(bound_in)) def test_bound_not_in(term: BoundReference[Any]) -> None: bound_not_in = BoundNotIn(term, {literal("a"), literal("b"), literal("c")}) assert str(bound_not_in) == f"BoundNotIn({str(term)}, {{a, b, c}})" assert repr(bound_not_in) == f"BoundNotIn({repr(term)}, {{literal('a'), literal('b'), literal('c')}})" assert bound_not_in == eval(repr(bound_not_in)) assert bound_not_in == pickle.loads(pickle.dumps(bound_not_in)) def test_in() -> None: ref = Reference("a") unbound_in = In(ref, {"a", "b", "c"}) assert str(unbound_in) == f"In({str(ref)}, {{a, b, c}})" assert repr(unbound_in) == f"In({repr(ref)}, {{literal('a'), literal('b'), literal('c')}})" assert unbound_in == eval(repr(unbound_in)) assert unbound_in == pickle.loads(pickle.dumps(unbound_in)) def test_not_in() -> None: ref = Reference("a") not_in = NotIn(ref, {"a", "b", "c"}) assert str(not_in) == f"NotIn({str(ref)}, {{a, b, c}})" assert repr(not_in) == f"NotIn({repr(ref)}, {{literal('a'), literal('b'), literal('c')}})" assert not_in == eval(repr(not_in)) assert not_in == pickle.loads(pickle.dumps(not_in)) def test_bound_equal_to(term: BoundReference[Any]) -> None: bound_equal_to = BoundEqualTo(term, literal("a")) assert str(bound_equal_to) == f"BoundEqualTo(term={str(term)}, literal=literal('a'))" assert repr(bound_equal_to) == f"BoundEqualTo(term={repr(term)}, literal=literal('a'))" assert bound_equal_to == eval(repr(bound_equal_to)) assert bound_equal_to == pickle.loads(pickle.dumps(bound_equal_to)) def test_bound_not_equal_to(term: BoundReference[Any]) -> None: bound_not_equal_to = BoundNotEqualTo(term, literal("a")) assert str(bound_not_equal_to) == f"BoundNotEqualTo(term={str(term)}, literal=literal('a'))" assert repr(bound_not_equal_to) == f"BoundNotEqualTo(term={repr(term)}, literal=literal('a'))" assert bound_not_equal_to == eval(repr(bound_not_equal_to)) assert bound_not_equal_to == pickle.loads(pickle.dumps(bound_not_equal_to)) def test_bound_greater_than_or_equal_to(term: BoundReference[Any]) -> None: bound_greater_than_or_equal_to = BoundGreaterThanOrEqual(term, literal("a")) assert str(bound_greater_than_or_equal_to) == f"BoundGreaterThanOrEqual(term={str(term)}, literal=literal('a'))" assert repr(bound_greater_than_or_equal_to) == f"BoundGreaterThanOrEqual(term={repr(term)}, literal=literal('a'))" assert bound_greater_than_or_equal_to == eval(repr(bound_greater_than_or_equal_to)) assert bound_greater_than_or_equal_to == pickle.loads(pickle.dumps(bound_greater_than_or_equal_to)) def test_bound_greater_than(term: BoundReference[Any]) -> None: bound_greater_than = BoundGreaterThan(term, literal("a")) assert str(bound_greater_than) == f"BoundGreaterThan(term={str(term)}, literal=literal('a'))" assert repr(bound_greater_than) == f"BoundGreaterThan(term={repr(term)}, literal=literal('a'))" assert bound_greater_than == eval(repr(bound_greater_than)) assert bound_greater_than == pickle.loads(pickle.dumps(bound_greater_than)) def test_bound_less_than(term: BoundReference[Any]) -> None: bound_less_than = BoundLessThan(term, literal("a")) assert str(bound_less_than) == f"BoundLessThan(term={str(term)}, literal=literal('a'))" assert repr(bound_less_than) == f"BoundLessThan(term={repr(term)}, literal=literal('a'))" assert bound_less_than == eval(repr(bound_less_than)) assert bound_less_than == pickle.loads(pickle.dumps(bound_less_than)) def test_bound_less_than_or_equal(term: BoundReference[Any]) -> None: bound_less_than_or_equal = BoundLessThanOrEqual(term, literal("a")) assert str(bound_less_than_or_equal) == f"BoundLessThanOrEqual(term={str(term)}, literal=literal('a'))" assert repr(bound_less_than_or_equal) == f"BoundLessThanOrEqual(term={repr(term)}, literal=literal('a'))" assert bound_less_than_or_equal == eval(repr(bound_less_than_or_equal)) assert bound_less_than_or_equal == pickle.loads(pickle.dumps(bound_less_than_or_equal)) def test_equal_to() -> None: equal_to = EqualTo(Reference("a"), literal("a")) assert str(equal_to) == "EqualTo(term=Reference(name='a'), literal=literal('a'))" assert repr(equal_to) == "EqualTo(term=Reference(name='a'), literal=literal('a'))" assert equal_to == eval(repr(equal_to)) assert equal_to == pickle.loads(pickle.dumps(equal_to)) def test_not_equal_to() -> None: not_equal_to = NotEqualTo(Reference("a"), literal("a")) assert str(not_equal_to) == "NotEqualTo(term=Reference(name='a'), literal=literal('a'))" assert repr(not_equal_to) == "NotEqualTo(term=Reference(name='a'), literal=literal('a'))" assert not_equal_to == eval(repr(not_equal_to)) assert not_equal_to == pickle.loads(pickle.dumps(not_equal_to)) def test_greater_than_or_equal_to() -> None: greater_than_or_equal_to = GreaterThanOrEqual(Reference("a"), literal("a")) assert str(greater_than_or_equal_to) == "GreaterThanOrEqual(term=Reference(name='a'), literal=literal('a'))" assert repr(greater_than_or_equal_to) == "GreaterThanOrEqual(term=Reference(name='a'), literal=literal('a'))" assert greater_than_or_equal_to == eval(repr(greater_than_or_equal_to)) assert greater_than_or_equal_to == pickle.loads(pickle.dumps(greater_than_or_equal_to)) def test_greater_than() -> None: greater_than = GreaterThan(Reference("a"), literal("a")) assert str(greater_than) == "GreaterThan(term=Reference(name='a'), literal=literal('a'))" assert repr(greater_than) == "GreaterThan(term=Reference(name='a'), literal=literal('a'))" assert greater_than == eval(repr(greater_than)) assert greater_than == pickle.loads(pickle.dumps(greater_than)) def test_less_than() -> None: less_than = LessThan(Reference("a"), literal("a")) assert str(less_than) == "LessThan(term=Reference(name='a'), literal=literal('a'))" assert repr(less_than) == "LessThan(term=Reference(name='a'), literal=literal('a'))" assert less_than == eval(repr(less_than)) assert less_than == pickle.loads(pickle.dumps(less_than)) def test_less_than_or_equal() -> None: less_than_or_equal = LessThanOrEqual(Reference("a"), literal("a")) assert str(less_than_or_equal) == "LessThanOrEqual(term=Reference(name='a'), literal=literal('a'))" assert repr(less_than_or_equal) == "LessThanOrEqual(term=Reference(name='a'), literal=literal('a'))" assert less_than_or_equal == eval(repr(less_than_or_equal)) assert less_than_or_equal == pickle.loads(pickle.dumps(less_than_or_equal)) def test_bound_reference_eval(table_schema_simple: Schema) -> None: """Test creating a BoundReference and evaluating it on a StructProtocol""" struct = Record(struct=table_schema_simple.as_struct()) struct[0] = "foovalue" struct[1] = 123 struct[2] = True position1_accessor = Accessor(position=0) position2_accessor = Accessor(position=1) position3_accessor = Accessor(position=2) field1 = table_schema_simple.find_field(1) field2 = table_schema_simple.find_field(2) field3 = table_schema_simple.find_field(3) bound_ref1 = BoundReference(field=field1, accessor=position1_accessor) bound_ref2 = BoundReference(field=field2, accessor=position2_accessor) bound_ref3 = BoundReference(field=field3, accessor=position3_accessor) assert bound_ref1.eval(struct) == "foovalue" assert bound_ref2.eval(struct) == 123 assert bound_ref3.eval(struct) is True def test_non_primitive_from_byte_buffer() -> None: with pytest.raises(ValueError) as exc_info: _ = _from_byte_buffer(ListType(element_id=1, element_type=StringType()), b"\0x00") assert str(exc_info.value) == "Expected a PrimitiveType, got: " def test_string_argument_unbound_unary() -> None: assert IsNull("a") == IsNull(Reference("a")) def test_string_argument_unbound_literal() -> None: assert EqualTo("a", "b") == EqualTo(Reference("a"), "b") def test_string_argument_unbound_set() -> None: assert In("a", {"b", "c"}) == In(Reference("a"), {"b", "c"}) @pytest.fixture def int_schema() -> Schema: return Schema(NestedField(field_id=1, name="a", field_type=IntegerType(), required=False)) @pytest.fixture def above_int_max() -> Literal[int]: return literal(IntegerType.max + 1) @pytest.fixture def below_int_min() -> Literal[int]: return literal(IntegerType.min - 1) def test_above_int_bounds_equal_to(int_schema: Schema, above_int_max: Literal[int], below_int_min: Literal[int]) -> None: assert EqualTo[int]("a", above_int_max).bind(int_schema) is AlwaysFalse() assert EqualTo[int]("a", below_int_min).bind(int_schema) is AlwaysFalse() def test_above_int_bounds_not_equal_to(int_schema: Schema, above_int_max: Literal[int], below_int_min: Literal[int]) -> None: assert NotEqualTo[int]("a", above_int_max).bind(int_schema) is AlwaysTrue() assert NotEqualTo[int]("a", below_int_min).bind(int_schema) is AlwaysTrue() def test_above_int_bounds_less_than(int_schema: Schema, above_int_max: Literal[int], below_int_min: Literal[int]) -> None: assert LessThan[int]("a", above_int_max).bind(int_schema) is AlwaysTrue() assert LessThan[int]("a", below_int_min).bind(int_schema) is AlwaysFalse() def test_above_int_bounds_less_than_or_equal( int_schema: Schema, above_int_max: Literal[int], below_int_min: Literal[int] ) -> None: assert LessThanOrEqual[int]("a", above_int_max).bind(int_schema) is AlwaysTrue() assert LessThanOrEqual[int]("a", below_int_min).bind(int_schema) is AlwaysFalse() def test_above_int_bounds_greater_than(int_schema: Schema, above_int_max: Literal[int], below_int_min: Literal[int]) -> None: assert GreaterThan[int]("a", above_int_max).bind(int_schema) is AlwaysFalse() assert GreaterThan[int]("a", below_int_min).bind(int_schema) is AlwaysTrue() def test_above_int_bounds_greater_than_or_equal( int_schema: Schema, above_int_max: Literal[int], below_int_min: Literal[int] ) -> None: assert GreaterThanOrEqual[int]("a", above_int_max).bind(int_schema) is AlwaysFalse() assert GreaterThanOrEqual[int]("a", below_int_min).bind(int_schema) is AlwaysTrue() @pytest.fixture def float_schema() -> Schema: return Schema(NestedField(field_id=1, name="a", field_type=FloatType(), required=False)) @pytest.fixture def above_float_max() -> Literal[float]: return literal(FloatType.max * 2) @pytest.fixture def below_float_min() -> Literal[float]: return literal(FloatType.min * 2) def test_above_float_bounds_equal_to( float_schema: Schema, above_float_max: Literal[float], below_float_min: Literal[float] ) -> None: assert EqualTo[float]("a", above_float_max).bind(float_schema) is AlwaysFalse() assert EqualTo[float]("a", below_float_min).bind(float_schema) is AlwaysFalse() def test_above_float_bounds_not_equal_to( float_schema: Schema, above_float_max: Literal[float], below_float_min: Literal[float] ) -> None: assert NotEqualTo[float]("a", above_float_max).bind(float_schema) is AlwaysTrue() assert NotEqualTo[float]("a", below_float_min).bind(float_schema) is AlwaysTrue() def test_above_float_bounds_less_than( float_schema: Schema, above_float_max: Literal[float], below_float_min: Literal[float] ) -> None: assert LessThan[float]("a", above_float_max).bind(float_schema) is AlwaysTrue() assert LessThan[float]("a", below_float_min).bind(float_schema) is AlwaysFalse() def test_above_float_bounds_less_than_or_equal( float_schema: Schema, above_float_max: Literal[float], below_float_min: Literal[float] ) -> None: assert LessThanOrEqual[float]("a", above_float_max).bind(float_schema) is AlwaysTrue() assert LessThanOrEqual[float]("a", below_float_min).bind(float_schema) is AlwaysFalse() def test_above_float_bounds_greater_than( float_schema: Schema, above_float_max: Literal[float], below_float_min: Literal[float] ) -> None: assert GreaterThan[float]("a", above_float_max).bind(float_schema) is AlwaysFalse() assert GreaterThan[float]("a", below_float_min).bind(float_schema) is AlwaysTrue() def test_above_float_bounds_greater_than_or_equal( float_schema: Schema, above_float_max: Literal[float], below_float_min: Literal[float] ) -> None: assert GreaterThanOrEqual[float]("a", above_float_max).bind(float_schema) is AlwaysFalse() assert GreaterThanOrEqual[float]("a", below_float_min).bind(float_schema) is AlwaysTrue() @pytest.fixture def long_schema() -> Schema: return Schema(NestedField(field_id=1, name="a", field_type=LongType(), required=False)) @pytest.fixture def above_long_max() -> Literal[float]: return literal(LongType.max + 1) @pytest.fixture def below_long_min() -> Literal[float]: return literal(LongType.min - 1) def test_above_long_bounds_equal_to(long_schema: Schema, above_long_max: Literal[int], below_long_min: Literal[int]) -> None: assert EqualTo[int]("a", above_long_max).bind(long_schema) is AlwaysFalse() assert EqualTo[int]("a", below_long_min).bind(long_schema) is AlwaysFalse() def test_above_long_bounds_not_equal_to(long_schema: Schema, above_long_max: Literal[int], below_long_min: Literal[int]) -> None: assert NotEqualTo[int]("a", above_long_max).bind(long_schema) is AlwaysTrue() assert NotEqualTo[int]("a", below_long_min).bind(long_schema) is AlwaysTrue() def test_above_long_bounds_less_than(long_schema: Schema, above_long_max: Literal[int], below_long_min: Literal[int]) -> None: assert LessThan[int]("a", above_long_max).bind(long_schema) is AlwaysTrue() assert LessThan[int]("a", below_long_min).bind(long_schema) is AlwaysFalse() def test_above_long_bounds_less_than_or_equal( long_schema: Schema, above_long_max: Literal[int], below_long_min: Literal[int] ) -> None: assert LessThanOrEqual[int]("a", above_long_max).bind(long_schema) is AlwaysTrue() assert LessThanOrEqual[int]("a", below_long_min).bind(long_schema) is AlwaysFalse() def test_above_long_bounds_greater_than(long_schema: Schema, above_long_max: Literal[int], below_long_min: Literal[int]) -> None: assert GreaterThan[int]("a", above_long_max).bind(long_schema) is AlwaysFalse() assert GreaterThan[int]("a", below_long_min).bind(long_schema) is AlwaysTrue() def test_above_long_bounds_greater_than_or_equal( long_schema: Schema, above_long_max: Literal[int], below_long_min: Literal[int] ) -> None: assert GreaterThanOrEqual[int]("a", above_long_max).bind(long_schema) is AlwaysFalse() assert GreaterThanOrEqual[int]("a", below_long_min).bind(long_schema) is AlwaysTrue() def test_eq_bound_expression(bound_reference_str: BoundReference[str]) -> None: assert BoundEqualTo(term=bound_reference_str, literal=literal("a")) != BoundGreaterThanOrEqual( term=bound_reference_str, literal=literal("a") ) assert BoundEqualTo(term=bound_reference_str, literal=literal("a")) == BoundEqualTo( term=bound_reference_str, literal=literal("a") ) # __ __ ___ # | \/ |_ _| _ \_ _ # | |\/| | || | _/ || | # |_| |_|\_, |_| \_, | # |__/ |__/ assert_type(EqualTo("a", "b"), EqualTo[str]) assert_type(In("a", ("a", "b", "c")), In[str]) assert_type(In("a", (1, 2, 3)), In[int]) assert_type(NotIn("a", ("a", "b", "c")), NotIn[str])