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import copy
import datetime
import enum
import gc
import operator
import pickle
import sys
import weakref
from contextlib import contextmanager
from inspect import Parameter, Signature
from typing import Any, Generic, List, Optional, TypeVar
import pytest
import msgspec
from msgspec import NODEFAULT, UNSET, Struct, defstruct, field
from msgspec.structs import StructConfig
from .utils import temp_module
if hasattr(copy, "replace"):
# Added in Python 3.13
copy_replace = copy.replace
else:
def copy_replace(s, **changes):
return s.__replace__(**changes)
@contextmanager
def nogc():
"""Temporarily disable GC"""
try:
gc.disable()
yield
finally:
gc.enable()
class Fruit(enum.IntEnum):
APPLE = 1
BANANA = 2
def as_tuple(x):
return tuple(getattr(x, f) for f in x.__struct_fields__)
@pytest.mark.parametrize("obj, str_obj", [(UNSET, "UNSET"), (NODEFAULT, "NODEFAULT")])
def test_singletons(obj, str_obj):
assert str(obj) == str_obj
assert pickle.loads(pickle.dumps(obj)) is obj
cls = type(obj)
assert cls() is obj
with pytest.raises(TypeError):
cls(1)
with pytest.raises(TypeError):
cls(foo=1)
if obj is UNSET:
assert bool(obj) is False
else:
assert bool(obj) is True
def test_field():
f1 = msgspec.field()
assert f1.default is NODEFAULT
assert f1.default_factory is NODEFAULT
assert f1.name is None
f2 = msgspec.field(default=1)
assert f2.default == 1
assert f2.default_factory is NODEFAULT
assert f2.name is None
f3 = msgspec.field(default_factory=int)
assert f3.default is NODEFAULT
assert f3.default_factory is int
assert f3.name is None
f4 = msgspec.field(name="foo")
assert f4.name == "foo"
f5 = msgspec.field(name=None)
assert f5.name is None
with pytest.raises(TypeError, match="Cannot set both"):
msgspec.field(default=1, default_factory=int)
with pytest.raises(TypeError, match="must be callable"):
msgspec.field(default_factory=1)
with pytest.raises(TypeError, match="must be a str or None"):
msgspec.field(name=b"bad")
def test_struct_class_attributes():
assert Struct.__struct_fields__ == ()
assert Struct.__struct_encode_fields__ == ()
assert Struct.__struct_defaults__ == ()
assert Struct.__match_args__ == ()
assert Struct.__slots__ == ()
assert Struct.__module__ == "msgspec"
assert isinstance(Struct.__struct_config__, StructConfig)
def test_struct_class_and_instance_dir():
expected = {"__struct_fields__", "__struct_config__"}
assert expected.issubset(dir(Struct))
assert expected.issubset(dir(Struct()))
def test_struct_instance_attributes():
class Test(Struct):
c: int
b: float
a: str = "hello"
x = Test(1, 2.0, a="goodbye")
assert x.__struct_fields__ == ("c", "b", "a")
assert x.__struct_encode_fields__ == ("c", "b", "a")
assert x.__struct_fields__ is x.__struct_encode_fields__
assert x.__struct_defaults__ == ("hello",)
assert x.__slots__ == ("a", "b", "c")
assert isinstance(x.__struct_config__, StructConfig)
assert x.c == 1
assert x.b == 2.0
assert x.a == "goodbye"
def test_struct_subclass_forbids_init_new_slots():
with pytest.raises(TypeError, match="__init__"):
class Test1(Struct):
a: int
def __init__(self, a):
pass
with pytest.raises(TypeError, match="__new__"):
class Test2(Struct):
a: int
def __new__(self, a):
pass
with pytest.raises(TypeError, match="__slots__"):
class Test3(Struct):
__slots__ = ("a",)
a: int
def test_struct_subclass_forbidden_field_names():
with pytest.raises(
TypeError, match="Cannot have a struct field named '__weakref__'"
):
class Test1(Struct):
__weakref__: int
with pytest.raises(TypeError, match="Cannot have a struct field named '__dict__'"):
class Test2(Struct):
__dict__: int
with pytest.raises(
TypeError, match="Cannot have a struct field named '__msgspec_cached_hash__'"
):
class Test3(Struct):
__msgspec_cached_hash__: int
class TestMixins:
def test_mixin_no_slots(self):
class Mixin(object):
def method(self):
pass
class Test1(Struct, Mixin):
pass
assert issubclass(Test1, Mixin)
assert Test1.__dictoffset__ != 0
assert Test1.__weakrefoffset__ != 0
class Test2(Struct, Mixin, dict=True, weakref=True):
pass
assert Test2.__dictoffset__ != 0
assert Test2.__weakrefoffset__ != 0
def test_mixin_slots(self):
class Mixin(object):
__slots__ = ()
def method(self):
pass
class Test1(Struct, Mixin):
pass
assert issubclass(Test1, Mixin)
assert Test1.__dictoffset__ == 0
assert Test1.__weakrefoffset__ == 0
class Test2(Struct, Mixin, dict=True, weakref=True):
pass
assert Test2.__dictoffset__ != 0
assert Test2.__weakrefoffset__ != 0
def test_mixin_nonempty_slots(self):
class Mixin(object):
__slots__ = "_state"
def method(self):
try:
return self._state
except AttributeError:
self._state = self.x + 1
return self._state
class Test(Struct, Mixin):
x: int
assert Test.__dictoffset__ == 0
t = Test(1)
assert t.method() == 2
assert t.method() == 2
def test_mixin_forbids_init(self):
class Mixin(object):
def __init__(self):
pass
with pytest.raises(TypeError, match="cannot define __init__"):
class Test(Struct, Mixin):
pass
def test_mixin_forbids_new(self):
class Mixin(object):
def __new__(self):
pass
with pytest.raises(TypeError, match="cannot define __new__"):
class Test(Struct, Mixin):
pass
def test_mixin_builtin_type_errors(self):
with pytest.raises(TypeError):
class Test(Struct, Exception):
pass
def test_struct_subclass_forbids_non_types():
# Currently this failcase is handled by CPython's internals, but it's good
# to make sure this user error actually errors.
class Foo:
pass
with pytest.raises(TypeError):
class Test(msgspec.Struct, Foo()):
pass
def test_struct_subclass_forbids_mixed_layouts():
class A(Struct):
a: int
b: int
class B(Struct):
c: int
d: int
# This error is raised by cpython
with pytest.raises(TypeError, match="lay-out conflict"):
class C(A, B):
pass
def test_struct_errors_nicely_if_used_in_init_subclass():
ran = False
class Test(Struct):
def __init_subclass__(cls):
# Class attributes aren't yet defined, error nicely
for attr in [
"__struct_fields__",
"__struct_encode_fields__",
"__match_args__",
"__struct_defaults__",
]:
with pytest.raises(AttributeError):
getattr(cls, attr)
# Init doesn't work
with pytest.raises(Exception):
cls()
# Decoder/decode doesn't work
for proto in [msgspec.json, msgspec.msgpack]:
with pytest.raises(ValueError, match="isn't fully defined"):
proto.Decoder(cls)
with pytest.raises(ValueError, match="isn't fully defined"):
proto.decode(b"", type=cls)
nonlocal ran
ran = True
class Subclass(Test):
x: int
assert ran
class TestStructParameterOrdering:
"""Tests for parsing parameter types & defaults from one or more class
definitions."""
def test_no_args(self):
class Test(Struct):
pass
assert Test.__struct_fields__ == ()
assert Test.__struct_defaults__ == ()
assert Test.__match_args__ == ()
assert Test.__slots__ == ()
def test_all_positional(self):
class Test(Struct):
y: float
x: int
assert Test.__struct_fields__ == ("y", "x")
assert Test.__struct_defaults__ == ()
assert Test.__match_args__ == ("y", "x")
assert Test.__slots__ == ("x", "y")
def test_all_positional_with_defaults(self):
class Test(Struct):
y: int = 1
x: float = 2.0
assert Test.__struct_fields__ == ("y", "x")
assert Test.__struct_defaults__ == (1, 2.0)
assert Test.__match_args__ == ("y", "x")
assert Test.__slots__ == ("x", "y")
def test_subclass_no_change(self):
class Test(Struct):
y: float
x: int
class Test2(Test):
pass
assert Test2.__struct_fields__ == ("y", "x")
assert Test2.__struct_defaults__ == ()
assert Test2.__match_args__ == ("y", "x")
assert Test2.__slots__ == ()
def test_subclass_extends(self):
class Test(Struct):
c: int
b: float
d: int = 1
a: float = 2.0
class Test2(Test):
e: str = "3.0"
f: float = 4.0
assert Test2.__struct_fields__ == ("c", "b", "d", "a", "e", "f")
assert Test2.__struct_defaults__ == (1, 2.0, "3.0", 4.0)
assert Test2.__match_args__ == ("c", "b", "d", "a", "e", "f")
assert Test2.__slots__ == ("e", "f")
def test_subclass_overrides(self):
class Test(Struct):
c: int
b: int
d: int = 1
a: float = 2.0
class Test2(Test):
b: float = 3 # switch to keyword, change type
d: int = 4 # change default
e: float = 5.0 # new
assert Test2.__struct_fields__ == ("c", "b", "d", "a", "e")
assert Test2.__struct_defaults__ == (3, 4, 2.0, 5.0)
assert Test2.__match_args__ == ("c", "b", "d", "a", "e")
assert Test2.__slots__ == ("e",)
def test_subclass_with_mixin(self):
class A(Struct):
b: int
a: float = 1.0
class Mixin(Struct):
pass
class B(A, Mixin):
a: float = 2.0
assert B.__struct_fields__ == ("b", "a")
assert B.__struct_defaults__ == (2.0,)
assert B.__match_args__ == ("b", "a")
assert B.__slots__ == ()
def test_positional_after_keyword_errors(self):
with pytest.raises(TypeError) as rec:
class Test(Struct):
a: int
b: int = 1
c: float
assert "Required field 'c' cannot follow optional fields" in str(rec.value)
def test_positional_after_keyword_subclass_errors(self):
class Base(Struct):
a: int
b: int = 1
with pytest.raises(TypeError) as rec:
class Test(Base):
c: float
assert "Required field 'c' cannot follow optional fields" in str(rec.value)
def test_kw_only_positional(self):
class Test(Struct, kw_only=True):
b: int
a: int
assert Test.__struct_fields__ == ("b", "a")
assert Test.__struct_defaults__ == ()
assert Test.__match_args__ == ()
assert Test.__slots__ == ("a", "b")
def test_kw_only_mixed(self):
class Test(Struct, kw_only=True):
b: int
a: int = 0
c: int
d: int = 1
assert Test.__struct_fields__ == ("b", "a", "c", "d")
assert Test.__struct_defaults__ == (0, NODEFAULT, 1)
assert Test.__match_args__ == ()
assert Test.__slots__ == ("a", "b", "c", "d")
def test_kw_only_positional_base_class(self):
class Base(Struct, kw_only=True):
b: int
a: int
class S1(Base):
d: int
c: int
class S2(Base):
d: int
c: int = 1
assert S1.__struct_fields__ == ("d", "c", "b", "a")
assert S1.__struct_defaults__ == ()
assert S1.__match_args__ == ("d", "c")
assert S1.__slots__ == ("c", "d")
assert S2.__struct_fields__ == ("d", "c", "b", "a")
assert S2.__struct_defaults__ == (1, NODEFAULT, NODEFAULT)
assert S2.__match_args__ == ("d", "c")
assert S2.__slots__ == ("c", "d")
def test_kw_only_base_class(self):
class Base(Struct, kw_only=True):
b: int = 1
a: int
class S1(Base):
d: int
c: int = 2
assert S1.__struct_fields__ == ("d", "c", "b", "a")
assert S1.__struct_defaults__ == (2, 1, NODEFAULT)
assert S1.__match_args__ == ("d", "c")
assert S1.__slots__ == ("c", "d")
def test_kw_only_subclass(self):
class Base(Struct):
b: int
a: int
class S1(Base, kw_only=True):
d: int
c: int
assert S1.__struct_fields__ == ("b", "a", "d", "c")
assert S1.__struct_defaults__ == ()
assert S1.__match_args__ == ("b", "a")
assert S1.__slots__ == ("c", "d")
def test_kw_only_defaults_subclass(self):
class Base(Struct):
b: int
a: int = 0
class S1(Base, kw_only=True):
d: int
c: int = 1
assert S1.__struct_fields__ == ("b", "a", "d", "c")
assert S1.__struct_defaults__ == (0, NODEFAULT, 1)
assert S1.__match_args__ == ("b", "a")
assert S1.__slots__ == ("c", "d")
def test_kw_only_overrides(self):
class Base(Struct):
b: int
a: int = 2
class S1(Base, kw_only=True):
b: int
c: int = 3
assert S1.__struct_fields__ == ("a", "b", "c")
assert S1.__struct_defaults__ == (2, NODEFAULT, 3)
assert S1.__match_args__ == ("a",)
assert S1.__slots__ == ("c",)
def test_kw_only_overridden(self):
class Base(Struct, kw_only=True):
b: int
a: int = 2
class S1(Base):
b: int
c: int = 3
assert S1.__struct_fields__ == ("b", "c", "a")
assert S1.__struct_defaults__ == (3, 2)
assert S1.__match_args__ == ("b", "c")
assert S1.__slots__ == ("c",)
class TestStructInit:
def test_init_positional(self):
class Test(Struct):
a: int
b: float
c: int = 3
d: float = 4.0
assert as_tuple(Test(1, 2.0)) == (1, 2.0, 3, 4.0)
assert as_tuple(Test(1, b=2.0)) == (1, 2.0, 3, 4.0)
assert as_tuple(Test(a=1, b=2.0)) == (1, 2.0, 3, 4.0)
assert as_tuple(Test(1, b=2.0, c=5)) == (1, 2.0, 5, 4.0)
assert as_tuple(Test(1, b=2.0, d=5.0)) == (1, 2.0, 3, 5.0)
assert as_tuple(Test(1, 2.0, 5)) == (1, 2.0, 5, 4.0)
assert as_tuple(Test(1, 2.0, 5, 6.0)) == (1, 2.0, 5, 6.0)
with pytest.raises(TypeError, match="Missing required argument 'a'"):
Test()
with pytest.raises(TypeError, match="Missing required argument 'b'"):
Test(1)
with pytest.raises(TypeError, match="Extra positional arguments provided"):
Test(1, 2, 3, 4, 5)
with pytest.raises(TypeError, match="Argument 'a' given by name and position"):
Test(1, 2, a=3)
with pytest.raises(TypeError, match="Unexpected keyword argument 'e'"):
Test(1, 2, e=5)
def test_init_kw_only(self):
class Test(Struct, kw_only=True):
a: int
b: float = 2.0
c: int = 3
assert as_tuple(Test(a=1)) == (1, 2.0, 3)
assert as_tuple(Test(a=1, b=4.0)) == (1, 4.0, 3)
assert as_tuple(Test(a=1, c=4)) == (1, 2.0, 4)
assert as_tuple(Test(a=1, b=4.0, c=5)) == (1, 4.0, 5)
with pytest.raises(TypeError, match="Missing required argument 'a'"):
Test()
with pytest.raises(TypeError, match="Extra positional arguments provided"):
Test(1)
with pytest.raises(TypeError, match="Unexpected keyword argument 'e'"):
Test(a=1, e=5)
def test_init_kw_only_mixed(self):
class Base(Struct, kw_only=True):
c: int = 3
d: float = 4.0
class Test(Base):
a: int
b: float = 2.0
assert as_tuple(Test(1)) == (1, 2.0, 3, 4.0)
assert as_tuple(Test(1, 5.0)) == (1, 5.0, 3, 4.0)
assert as_tuple(Test(a=1)) == (1, 2.0, 3, 4.0)
assert as_tuple(Test(a=1, b=5.0)) == (1, 5.0, 3, 4.0)
assert as_tuple(Test(1, c=5)) == (1, 2.0, 5, 4.0)
with pytest.raises(TypeError, match="Missing required argument 'a'"):
Test()
with pytest.raises(TypeError, match="Argument 'a' given by name and position"):
Test(1, b=3.0, c=4, a=3)
with pytest.raises(TypeError, match="Extra positional arguments provided"):
Test(1, 5.0, 3)
with pytest.raises(TypeError, match="Unexpected keyword argument 'e'"):
Test(1, e=5)
class TestSignature:
def test_signature_no_args(self):
class Test(Struct):
pass
sig = Signature(parameters=[])
assert Test.__signature__ == sig
def test_signature_positional(self):
class Test(Struct):
b: float
a: int = 1
sig = Signature(
parameters=[
Parameter("b", Parameter.POSITIONAL_OR_KEYWORD, annotation=float),
Parameter(
"a",
Parameter.POSITIONAL_OR_KEYWORD,
default=1,
annotation=int,
),
]
)
assert Test.__signature__ == sig
def test_signature_kw_only(self):
class Base(Struct, kw_only=True):
c: float
d: int = 2
class Test(Base):
b: float
a: int = 1
sig = Signature(
parameters=[
Parameter("b", Parameter.POSITIONAL_OR_KEYWORD, annotation=float),
Parameter(
"a",
Parameter.POSITIONAL_OR_KEYWORD,
default=1,
annotation=int,
),
Parameter("c", Parameter.KEYWORD_ONLY, annotation=float),
Parameter("d", Parameter.KEYWORD_ONLY, default=2, annotation=int),
]
)
assert Test.__signature__ == sig
class TestRepr:
def test_repr_base(self):
x = Struct()
assert repr(x) == "Struct()"
assert x.__rich_repr__() == []
def test_repr_empty(self):
class Test(Struct):
pass
x = Test()
assert repr(x) == "Test()"
assert x.__rich_repr__() == []
def test_repr_one_field(self):
class Test(Struct):
a: int
x = Test(1)
assert repr(x) == "Test(a=1)"
assert x.__rich_repr__() == [("a", 1)]
def test_repr_two_fields(self):
class Test(Struct):
a: int
b: str
x = Test(1, "y")
assert repr(x) == "Test(a=1, b='y')"
assert x.__rich_repr__() == [("a", 1), ("b", "y")]
def test_repr_omit_defaults_empty(self):
class Test(Struct, repr_omit_defaults=True):
pass
x = Test()
assert repr(x) == "Test()"
assert x.__rich_repr__() == []
def test_repr_omit_defaults_one_field(self):
class Test(Struct, repr_omit_defaults=True):
a: int = 0
x = Test(0)
assert repr(x) == "Test()"
assert x.__rich_repr__() == []
x = Test(1)
assert repr(x) == "Test(a=1)"
assert x.__rich_repr__() == [("a", 1)]
def test_repr_omit_defaults_multiple_fields(self):
class Test(Struct, repr_omit_defaults=True):
a: int
b: int = 0
c: str = ""
x = Test(0)
assert repr(x) == "Test(a=0)"
assert x.__rich_repr__() == [("a", 0)]
x = Test(0, b=1)
assert repr(x) == "Test(a=0, b=1)"
assert x.__rich_repr__() == [("a", 0), ("b", 1)]
x = Test(0, c="two")
assert repr(x) == "Test(a=0, c='two')"
assert x.__rich_repr__() == [("a", 0), ("c", "two")]
x = Test(0, b=1, c="two")
assert repr(x) == "Test(a=0, b=1, c='two')"
assert x.__rich_repr__() == [("a", 0), ("b", 1), ("c", "two")]
def test_repr_recursive(self):
class Test(Struct):
a: int
b: Any
t = Test(1, Test(2, None))
t.b.b = t
assert repr(t) == "Test(a=1, b=Test(a=2, b=...))"
def test_repr_missing_attr_errors(self):
class Test(Struct):
a: int
b: str
t = Test(1, "hello")
del t.b
with pytest.raises(AttributeError):
repr(t)
with pytest.raises(AttributeError):
t.__rich_repr__()
def test_repr_errors(self):
msg = "Oh no!"
class Bad:
def __repr__(self):
raise ValueError(msg)
class Test(Struct):
a: object
b: object
t = Test(1, Bad())
with pytest.raises(ValueError, match=msg):
repr(t)
def test_struct_copy():
x = copy.copy(Struct())
assert type(x) is Struct
class Test(Struct):
b: int
a: int
x = copy.copy(Test(1, 2))
assert type(x) is Test
assert x.b == 1
assert x.a == 2
class FrozenPoint(Struct, frozen=True):
x: int
y: int
@pytest.mark.parametrize(
"default",
[
None,
False,
True,
1,
2.0,
1.5 + 2.32j,
b"test",
"test",
(),
frozenset(),
frozenset((1, (2, 3, 4), 5)),
Fruit.APPLE,
datetime.time(1),
datetime.date.today(),
datetime.timedelta(seconds=2),
datetime.datetime.now(),
FrozenPoint(1, 2),
],
)
def test_struct_immutable_defaults_use_instance(default):
class Test(Struct):
value: object = default
t = Test()
assert t.value is default
@pytest.mark.parametrize("default", [[], {}, set()])
def test_struct_empty_mutable_defaults_fast_copy(default):
class Test(Struct):
value: object = default
t = Test()
assert t.value == default
assert t.value is not default
class Point(Struct):
x: int
y: int
class PointKWOnly(Struct, kw_only=True):
x: int
y: int
@pytest.mark.parametrize("default", [[], {}, set(), bytearray()])
def test_struct_empty_mutable_defaults_work(default):
class Test(Struct):
value: object = default
x = Test().value
x == default
assert x is not default
@pytest.mark.parametrize(
"default",
[Point(1, 2), [1], {"a": "b"}, {1, 2}, bytearray(b"test")],
)
def test_struct_nonempty_mutable_defaults_error(default):
with pytest.raises(TypeError) as rec:
class Test(Struct):
value: object = default
assert "as a default value is unsafe" in str(rec.value)
assert repr(default) in str(rec.value)
def test_struct_defaults_from_field():
default = []
class Test(Struct):
req: int = field()
x: int = field(default=1)
y: int = field(default_factory=lambda: 2)
z: List[int] = field(default=default)
t = Test(100)
assert t.req == 100
assert t.x == 1
assert t.y == 2
assert t.z == []
assert t.z is not default
def test_struct_default_factory_errors():
def bad():
raise ValueError("Oh no")
class Test(Struct):
x: int = field(default_factory=bad)
with pytest.raises(ValueError):
Test()
def test_struct_reference_counting():
"""Test that struct operations that access fields properly decref"""
class Test(Struct):
value: list
data = [1, 2, 3]
t = Test(data)
assert sys.getrefcount(data) <= 3
repr(t)
assert sys.getrefcount(data) <= 3
t2 = t.__copy__()
assert sys.getrefcount(data) <= 4
assert t == t2
assert sys.getrefcount(data) <= 4
def test_struct_gc_not_added_if_not_needed():
"""Structs aren't tracked by GC until/unless they reference a container type"""
class Test(Struct):
x: object
y: object
assert not gc.is_tracked(Test(1, 2))
assert not gc.is_tracked(Test("hello", "world"))
assert gc.is_tracked(Test([1, 2, 3], 1))
assert gc.is_tracked(Test(1, [1, 2, 3]))
# Tuples are all tracked on creation, but through GC passes eventually
# become untracked if they don't contain tracked types
untracked_tuple = (1, 2, 3)
for i in range(5):
gc.collect()
if not gc.is_tracked(untracked_tuple):
break
else:
assert False, "something has changed with Python's GC, investigate"
assert not gc.is_tracked(Test(1, untracked_tuple))
tracked_tuple = ([],)
assert gc.is_tracked(Test(1, tracked_tuple))
# On mutation, if a tracked objected is stored on a struct, an untracked
# struct will become tracked
t = Test(1, 2)
assert not gc.is_tracked(t)
t.x = 3
assert not gc.is_tracked(t)
t.x = untracked_tuple
assert not gc.is_tracked(t)
t.x = []
assert gc.is_tracked(t)
# An error in setattr doesn't change tracked status
t = Test(1, 2)
assert not gc.is_tracked(t)
with pytest.raises(AttributeError):
t.z = []
assert not gc.is_tracked(t)
class TestStructGC:
@pytest.mark.skipif(
hasattr(sys.flags, "gil") and not sys.flags.gil,
reason="object layout is different on free-threading builds",
)
def test_memory_layout(self):
sizes = {}
for has_gc in [False, True]:
class Test(Struct, gc=has_gc):
x: object
y: object
sizes[has_gc] = sys.getsizeof(Test(1, 2))
# Currently gc=False structs are 16 bytes smaller than gc=True structs,
# but that's a cpython implementation detail. This test is mainly to
# check that the smaller layout is being actually used.
assert sizes[False] < sizes[True]
def test_init(self):
class Test(Struct, gc=False):
x: object
y: object
assert not gc.is_tracked(Test(1, 2))
assert not gc.is_tracked(Test([1, 2, 3], 1))
assert not gc.is_tracked(Test(1, [1, 2, 3]))
def test_setattr(self):
class Test(Struct, gc=False):
x: object
y: object
# Tracked status doesn't change on mutation
t = Test(1, 2)
assert not gc.is_tracked(t)
t.x = []
assert not gc.is_tracked(t)
def test_gc_false_inherit_from_gc_true(self):
class HasGC(Struct):
x: object
class NoGC(HasGC, gc=False):
y: object
assert gc.is_tracked(HasGC([]))
assert not gc.is_tracked(NoGC(1, 2))
assert not gc.is_tracked(NoGC(1, []))
x = NoGC([], 2)
assert not gc.is_tracked(x)
x.y = []
assert not gc.is_tracked(x)
def test_gc_true_inherit_from_gc_false(self):
class NoGC(Struct, gc=False):
y: object
class HasGC(NoGC, gc=True):
x: object
assert gc.is_tracked(HasGC(1, []))
assert gc.is_tracked(HasGC([], 1))
x = HasGC(1, 2)
assert not gc.is_tracked(x)
x.x = []
assert gc.is_tracked(x)
@pytest.mark.parametrize("has_gc", [False, True])
def test_struct_gc_set_on_copy(self, has_gc):
"""Copying doesn't go through the struct constructor"""
class Test(Struct, gc=has_gc):
x: object
y: object
assert not gc.is_tracked(copy.copy(Test(1, 2)))
assert not gc.is_tracked(copy.copy(Test(1, ())))
assert gc.is_tracked(copy.copy(Test(1, []))) == has_gc
def test_struct_gc_false_cannot_inherit_from_non_slots_classes(self):
class Base:
pass
with pytest.raises(
ValueError,
match="Cannot set gc=False when inheriting from non-struct types with a __dict__",
):
class Test(Struct, Base, gc=False):
pass
def test_struct_gc_false_can_inherit_from_slots_class_mixin(self):
class Base:
__slots__ = ()
class Test(Struct, Base, gc=False):
x: int
t = Test(1)
assert not gc.is_tracked(t)
@pytest.mark.parametrize("case", ["base-dict", "base-nogc", "nobase"])
def test_struct_gc_false_forbids_dict_true(self, case):
if case == "base-dict":
class Base(Struct, dict=True):
pass
opts = {"gc": False}
elif case == "base-nogc":
class Base(Struct, gc=False):
pass
opts = {"dict": True}
elif case == "nobase":
Base = Struct
opts = {"gc": False, "dict": True}
with pytest.raises(ValueError, match="Cannot set gc=False and dict=True"):
class Test(Base, **opts):
pass
class TestStructDealloc:
@pytest.mark.parametrize("has_gc", [False, True])
def test_struct_dealloc_decrefs_type(self, has_gc):
class Test1(Struct, gc=has_gc):
x: int
y: int
class Test2(Struct, gc=has_gc):
x: int
y: int
with nogc():
orig_1 = sys.getrefcount(Test1)
orig_2 = sys.getrefcount(Test2)
t = Test1(1, 2)
assert sys.getrefcount(Test1) <= orig_1 + 1
del t
assert sys.getrefcount(Test1) <= orig_1
t = Test2(1, 2)
assert sys.getrefcount(Test1) <= orig_1
assert sys.getrefcount(Test2) <= orig_2 + 1
del t
assert sys.getrefcount(Test1) <= orig_1
assert sys.getrefcount(Test2) <= orig_2
gc.collect()
assert sys.getrefcount(Test1) == orig_1
assert sys.getrefcount(Test2) == orig_2
@pytest.mark.parametrize("has_gc", [False, True])
def test_struct_dealloc_calls_finalizer(self, has_gc):
for _ in range(3):
called = False
class Test(Struct, gc=has_gc):
x: int
y: int
def __del__(self):
nonlocal called
called = True
t = Test(1, 2)
if hasattr(gc, "is_finalized"):
assert not gc.is_finalized(t)
del t
assert called
@pytest.mark.parametrize("has_gc", [False, True])
def test_struct_dealloc_supports_finalizer_resurrection(self, has_gc):
for _ in range(3):
called = False
new_ref = None
class Test(Struct, gc=has_gc):
x: int
y: int
def __del__(self):
# XXX: Python will only run `__del__` once, even if it's
# resurrected FOR GC TYPES ONLY. If gc=False, cpython will
# happily run `__del__` every time the refcount drops to 0
nonlocal called
nonlocal new_ref
if not called:
called = True
new_ref = self
t = Test(1, 2)
del t
assert called
assert new_ref is not None
del new_ref
@pytest.mark.parametrize("has_gc", [False, True])
def test_struct_dealloc_trashcan(self, has_gc):
N = 100
called = set()
class Node(Struct, gc=has_gc):
child: "Optional[Node]" = None
def __del__(self):
called.add(id(self))
node = None
for _ in range(N):
node = Node(node)
del node
assert len(called) == N
@pytest.mark.parametrize("has_gc", [False, True])
def test_struct_dealloc_decrefs_fields(self, has_gc):
class Test(Struct, gc=has_gc):
x: Any
x = object()
t = Test(x)
count = sys.getrefcount(x)
del t
assert sys.getrefcount(x) == count - 1
@pytest.mark.parametrize("has_gc", [False, True])
def test_struct_dealloc_works_with_missing_fields(self, has_gc):
class Test(Struct, gc=has_gc):
x: Any
y: Any
x = object()
t = Test(x, None)
del t.y
count = sys.getrefcount(x)
del t
assert sys.getrefcount(x) == count - 1
def test_struct_dealloc_dict(self):
class Test(Struct, dict=True):
x: int
called = False
class Flag:
def __del__(self):
nonlocal called
called = True
t = Test(1)
t.flag = Flag()
del t
assert called
def test_struct_dealloc_weakref(self):
class Test(Struct, weakref=True):
x: int
t = Test(1)
# smoketest dealloc weakrefable struct doesn't crash
del t
t = Test(1)
ref = weakref.ref(t)
assert ref() is not None
del t
assert ref() is None
def test_struct_dealloc_in_gc_properly_handles_type_decref(self):
def inner():
class Box(msgspec.Struct):
a: Any
gc.collect()
o = Box(None)
o.a = o
for _ in range(5):
inner()
gc.collect()
@pytest.mark.parametrize("kw_only", [False, True])
def test_struct_pickle(kw_only):
cls = PointKWOnly if kw_only else Point
a = cls(x=1, y=2)
b = cls(x=3, y=4)
assert pickle.loads(pickle.dumps(a)) == a
assert pickle.loads(pickle.dumps(b)) == b
del a.x
with pytest.raises(AttributeError, match="Struct field 'x' is unset"):
pickle.dumps(a)
def test_struct_handles_missing_attributes():
"""If an attribute is unset, raise an AttributeError appropriately"""
class MyStruct(Struct):
x: int
y: int
z: str = "default"
t = MyStruct(1, 2)
del t.y
t2 = MyStruct(1, 2)
match = "Struct field 'y' is unset"
with pytest.raises(AttributeError, match=match):
repr(t)
with pytest.raises(AttributeError, match=match):
copy.copy(t)
with pytest.raises(AttributeError, match=match):
t == t2
with pytest.raises(AttributeError, match=match):
t2 == t
@pytest.mark.parametrize(
"option, default",
[
("frozen", False),
("order", False),
("eq", True),
("repr_omit_defaults", False),
("array_like", False),
("gc", True),
("omit_defaults", False),
("forbid_unknown_fields", False),
],
)
def test_struct_option_precedence(option, default):
def get(cls):
return getattr(cls.__struct_config__, option)
class Default(Struct):
pass
assert get(Default) is default
class Enabled(Struct, **{option: True}):
pass
assert get(Enabled) is True
class Disabled(Struct, **{option: False}):
pass
assert get(Disabled) is False
class T(Enabled):
pass
assert get(T) is True
class T(Enabled, **{option: False}):
pass
assert get(T) is False
class T(Enabled, Default):
pass
assert get(T) is True
class T(Default, Enabled):
pass
assert get(T) is True
class T(Default, Disabled, Enabled):
pass
assert get(T) is False
def test_weakref_option():
class Default(Struct):
pass
assert Default.__weakrefoffset__ == 0
class Enabled(Struct, weakref=True):
pass
assert Enabled.__weakrefoffset__ != 0
assert Enabled.__struct_config__.weakref
class Disabled(Struct, weakref=False):
pass
assert Disabled.__weakrefoffset__ == 0
assert not Disabled.__struct_config__.weakref
class T(Enabled):
pass
assert T.__weakrefoffset__ != 0
assert T.__struct_config__.weakref
class T(Enabled, Default):
pass
assert T.__weakrefoffset__ != 0
assert T.__struct_config__.weakref
class T(Default, Disabled, Enabled):
pass
assert T.__weakrefoffset__ != 0
assert T.__struct_config__.weakref
with pytest.raises(ValueError, match="Cannot set `weakref=False`"):
class T(Enabled, weakref=False):
pass
def test_dict_option():
class Default(Struct):
pass
assert Default.__dictoffset__ == 0
class Enabled(Struct, dict=True):
pass
assert Enabled.__dictoffset__ != 0
assert Enabled.__struct_config__.dict
class Disabled(Struct, dict=False):
pass
assert Disabled.__dictoffset__ == 0
assert not Disabled.__struct_config__.dict
class T(Enabled):
pass
assert T.__dictoffset__ != 0
assert T.__struct_config__.dict
class T(Enabled, Default):
pass
assert T.__dictoffset__ != 0
assert T.__struct_config__.dict
class T(Default, Disabled, Enabled):
pass
assert T.__dictoffset__ != 0
assert T.__struct_config__.dict
with pytest.raises(ValueError, match="Cannot set `dict=False`"):
class T(Enabled, dict=False):
pass
def test_cache_hash_option():
with pytest.raises(
ValueError, match="Cannot set cache_hash=True without frozen=True"
):
class Invalid(Struct, cache_hash=True):
pass
class Default(Struct, frozen=True):
pass
assert "__msgspec_cached_hash__" not in Default.__slots__
assert not Default.__struct_config__.cache_hash
class Enabled(Struct, cache_hash=True, frozen=True):
pass
assert "__msgspec_cached_hash__" in Enabled.__slots__
assert Enabled.__struct_config__.cache_hash
class Disabled(Struct, cache_hash=False, frozen=True):
pass
assert "__msgspec_cached_hash__" not in Disabled.__slots__
assert not Disabled.__struct_config__.cache_hash
class T(Enabled):
pass
assert "__msgspec_cached_hash__" not in T.__slots__
assert T.__struct_config__.cache_hash
class T(Enabled, Default):
pass
assert "__msgspec_cached_hash__" not in T.__slots__
assert T.__struct_config__.cache_hash
class T(Default, Disabled, Enabled):
pass
assert "__msgspec_cached_hash__" not in T.__slots__
assert T.__struct_config__.cache_hash
with pytest.raises(ValueError, match="Cannot set `cache_hash=False`"):
class T(Enabled, cache_hash=False):
pass
def test_invalid_option_raises():
with pytest.raises(TypeError):
class Foo(Struct, invalid=True):
pass
class FrozenPoint(Struct, frozen=True):
x: int
y: int
class TestHash:
def test_frozen_objects_hashable(self):
p1 = FrozenPoint(1, 2)
p2 = FrozenPoint(1, 2)
p3 = FrozenPoint(1, 3)
assert hash(p1) == hash(p2)
assert hash(p1) != hash(p3)
assert p1 == p2
assert p1 != p3
def test_frozen_objects_hash_errors_if_field_unhashable(self):
p = FrozenPoint(1, [2])
with pytest.raises(TypeError):
hash(p)
def test_frozen_hash_mutable_objects_hash_errors(self):
p = Point(1, 2)
with pytest.raises(TypeError, match="unhashable type"):
hash(p)
def test_hash_includes_type(self):
Ex1 = defstruct("Ex1", ["x"], frozen=True)
Ex2 = defstruct("Ex2", ["x"], frozen=True)
Ex3 = defstruct("Ex3", [], frozen=True)
Ex4 = defstruct("Ex4", [], frozen=True)
assert hash(Ex1(1)) == hash(Ex1(1))
assert hash(Ex1(1)) != hash(Ex2(1))
assert hash(Ex3()) == hash(Ex3())
assert hash(Ex3()) != hash(Ex4())
def test_cache_hash(self):
class Inner:
def __init__(self):
self.hash_calls = 0
def __hash__(self):
self.hash_calls += 1
return 123
class Cached(Struct, frozen=True, cache_hash=True):
x: int
y: Inner
assert "__msgspec_cached_hash__" in Cached.__slots__
obj = Cached(1, Inner())
assert not hasattr(obj, "__msgspec_cached_hash__")
assert hash(obj) == hash(obj)
assert obj.__msgspec_cached_hash__ == hash(obj)
assert obj.y.hash_calls == 1
class TestSetAttr:
def test_frozen_objects_no_setattr(self):
p = FrozenPoint(1, 2)
with pytest.raises(AttributeError, match="immutable type: 'FrozenPoint'"):
p.x = 3
@pytest.mark.parametrize("base_gc", [True, None, False])
@pytest.mark.parametrize("base_frozen", [True, False])
@pytest.mark.parametrize("has_gc", [True, None, False])
def test_override_setattr(self, has_gc, base_gc, base_frozen):
called = False
class Base(Struct, gc=base_gc, frozen=base_frozen):
pass
class Test(Struct, gc=has_gc, frozen=False):
x: Any
def __setattr__(self, name, value):
nonlocal called
called = True
super().__setattr__(name, value)
t = Test(1)
assert not called
t.x = 2
assert called
if has_gc:
assert not gc.is_tracked(t)
t.x = [1]
assert gc.is_tracked(t)
@pytest.mark.parametrize("base_gc", [True, None, False])
@pytest.mark.parametrize("has_gc", [True, None, False])
def test_override_setattr_inherit(self, base_gc, has_gc):
called = False
class Base(Struct, gc=base_gc):
x: Any
def __setattr__(self, name, value):
nonlocal called
called = True
super().__setattr__(name, value)
class Test(Base, gc=has_gc):
pass
t = Test(1)
assert not called
t.x = 2
assert called
if has_gc:
assert not gc.is_tracked(t)
t.x = [1]
assert gc.is_tracked(t)
def test_force_setattr(self):
class Ex(Struct, frozen=True):
x: Any
obj = Ex(1)
res = msgspec.structs.force_setattr(obj, "x", 2)
assert res is None
assert obj.x == 2
with pytest.raises(AttributeError):
msgspec.structs.force_setattr(obj, "oops", 3)
with pytest.raises(TypeError):
msgspec.structs.force_setattr(1, "oops", 3)
class TestOrderAndEq:
@staticmethod
def assert_eq(a, b):
assert a == b
assert not a != b
@staticmethod
def assert_neq(a, b):
assert a != b
assert not a == b
def test_order_no_eq_errors(self):
with pytest.raises(ValueError, match="Cannot set eq=False and order=True"):
class Test(Struct, order=True, eq=False):
pass
def test_struct_eq_false(self):
class Point(Struct, eq=False):
x: int
y: int
p = Point(1, 2)
# identity based equality
self.assert_eq(p, p)
self.assert_neq(p, Point(1, 2))
# identity based hash
assert hash(p) == hash(p)
assert hash(p) != hash(Point(1, 2))
def test_struct_eq(self):
class Test(Struct):
a: int
b: int
class Test2(Test):
pass
x = Struct()
self.assert_eq(x, Struct())
self.assert_neq(x, None)
x = Test(1, 2)
self.assert_eq(x, Test(1, 2))
self.assert_neq(x, None)
self.assert_neq(x, Test(1, 3))
self.assert_neq(x, Test(2, 2))
self.assert_neq(x, Test2(1, 2))
def test_struct_override_eq(self):
class Ex(Struct):
a: int
b: int
def __eq__(self, other):
return self.a == other.a
x = Ex(1, 2)
y = Ex(1, 3)
z = Ex(2, 3)
self.assert_eq(x, y)
self.assert_neq(x, z)
def test_struct_eq_identity_fastpath(self):
class Bad:
def __eq__(self, other):
raise ValueError("Oh no!")
class Test(Struct):
a: int
b: Bad
t = Test(1, Bad())
self.assert_eq(t, t)
@pytest.mark.parametrize("op", ["le", "lt", "ge", "gt"])
def test_struct_order(self, op):
func = getattr(operator, op)
class Point(Struct, order=True):
x: int
y: int
origin = Point(0, 0)
for x in [-1, 0, 1]:
for y in [-1, 0, 1]:
sol = func((0, 0), (x, y))
res = func(origin, Point(x, y))
assert res == sol
assert func(origin, origin) == func(1, 1)
@pytest.mark.parametrize("eq, order", [(False, False), (True, False), (True, True)])
def test_struct_compare_returns_notimplemented(self, eq, order):
class Test(Struct, eq=eq, order=order):
x: int
t1 = Test(1)
t2 = Test(2)
assert t1.__eq__(t2) is (False if eq else NotImplemented)
assert t1.__lt__(t2) is (True if order else NotImplemented)
assert t1.__eq__(None) is NotImplemented
assert t1.__lt__(None) is NotImplemented
@pytest.mark.parametrize("op", ["eq", "ne", "le", "lt", "ge", "gt"])
def test_struct_compare_errors(self, op):
func = getattr(operator, op)
class Bad:
def __eq__(self, other):
raise ValueError("Oh no!")
class Test(Struct, order=True):
a: object
b: object
t = Test(1, Bad())
t2 = Test(1, 2)
with pytest.raises(ValueError, match="Oh no!"):
func(t, t2)
with pytest.raises(ValueError, match="Oh no!"):
func(t2, t)
class TestTagAndTagField:
@pytest.mark.parametrize(
"opts, tag_field, tag",
[
# Default & explicit NULL
({}, None, None),
({"tag": None, "tag_field": None}, None, None),
# tag=True
({"tag": True}, "type", "Test"),
({"tag": True, "tag_field": "test"}, "test", "Test"),
# tag=False
({"tag": False}, None, None),
({"tag": False, "tag_field": "kind"}, None, None),
# tag str
({"tag": "test"}, "type", "test"),
(dict(tag="test", tag_field="kind"), "kind", "test"),
# tag int
({"tag": 1}, "type", 1),
(dict(tag=1, tag_field="kind"), "kind", 1),
# tag callable
(dict(tag=lambda n: n.lower()), "type", "test"),
(dict(tag=lambda n: n.lower(), tag_field="kind"), "kind", "test"),
# tag_field alone
(dict(tag_field="kind"), "kind", "Test"),
],
)
def test_config(self, opts, tag_field, tag):
class Test(Struct, **opts):
x: int
y: int
assert Test.__struct_config__.tag_field == tag_field
assert Test.__struct_config__.tag == tag
@pytest.mark.parametrize(
"opts1, opts2, tag_field, tag",
[
# tag=True
({"tag": True}, {}, "type", "S2"),
({"tag": True}, {"tag": None}, "type", "S2"),
({"tag": True}, {"tag": False}, None, None),
({"tag": True}, {"tag_field": "foo"}, "foo", "S2"),
# tag str
({"tag": "test"}, {}, "type", "test"),
({"tag": "test"}, {"tag": "test2"}, "type", "test2"),
({"tag": "test"}, {"tag": None}, "type", "test"),
({"tag": "test"}, {"tag_field": "foo"}, "foo", "test"),
# tag int
({"tag": 1}, {}, "type", 1),
({"tag": 1}, {"tag": "test2"}, "type", "test2"),
({"tag": 1}, {"tag": None}, "type", 1),
({"tag": 1}, {"tag_field": "foo"}, "foo", 1),
# tag callable
({"tag": lambda n: n.lower()}, {}, "type", "s2"),
({"tag": lambda n: n.lower()}, {"tag": False}, None, None),
({"tag": lambda n: n.lower()}, {"tag": None}, "type", "s2"),
({"tag": lambda n: n.lower()}, {"tag_field": "foo"}, "foo", "s2"),
],
)
def test_inheritance(self, opts1, opts2, tag_field, tag):
class S1(Struct, **opts1):
pass
class S2(S1, **opts2):
pass
assert S2.__struct_config__.tag_field == tag_field
assert S2.__struct_config__.tag == tag
def test_tag_uses_simple_qualname(self):
class S1(Struct, tag=True):
class S2(Struct, tag=True):
pass
assert S1.__struct_config__.tag == "S1"
assert S1.S2.__struct_config__.tag == "S1.S2"
class S1(Struct, tag=str.lower):
class S2(Struct, tag=str.lower):
pass
assert S1.__struct_config__.tag == "s1"
assert S1.S2.__struct_config__.tag == "s1.s2"
@pytest.mark.parametrize("tag", [b"bad", lambda n: b"bad"])
def test_tag_wrong_type(self, tag):
with pytest.raises(TypeError, match="`tag` must be a `str` or an `int`"):
class Test(Struct, tag=tag):
pass
@pytest.mark.parametrize("tag", [-(2**63) - 1, 2**63])
def test_tag_integer_out_of_range(self, tag):
with pytest.raises(ValueError, match="Integer `tag` values must be"):
class Test(Struct, tag=tag):
pass
def test_tag_field_wrong_type(self):
with pytest.raises(TypeError, match="`tag_field` must be a `str`"):
class Test(Struct, tag_field=b"bad"):
pass
def test_tag_field_collision(self):
with pytest.raises(ValueError, match="tag_field='y'"):
class Test(Struct, tag_field="y"):
x: int
y: int
def test_tag_field_inheritance_collision(self):
# Inherit the tag field
class Base(Struct, tag_field="y"):
pass
with pytest.raises(ValueError, match="tag_field='y'"):
class Test(Base):
x: int
y: int
# Inherit the field
class Base(Struct):
x: int
y: int
with pytest.raises(ValueError, match="tag_field='y'"):
class Test(Base, tag_field="y"): # noqa
pass
class TestRename:
def test_field_name(self):
class Test(Struct):
x: int = field(name="field_x")
assert Test.__struct_encode_fields__ == ("field_x",)
def test_rename_mixed_with_field_name(self):
class Test(Struct, rename="upper"):
x: int = field(name="field_x")
y: int
assert Test.__struct_encode_fields__ == ("field_x", "Y")
def test_rename_no_change(self):
class Test(Struct, rename="lower"):
x: int
assert Test.__struct_fields__ is Test.__struct_encode_fields__
def test_field_name_no_change(self):
class Test(Struct):
x: int = field(name="x")
assert Test.__struct_fields__ is Test.__struct_encode_fields__
def test_field_name_none(self):
class Test(Struct):
x: int = field(name=None)
assert Test.__struct_fields__ is Test.__struct_encode_fields__
class Test(Struct, rename="upper"):
x: int = field(name=None)
assert Test.__struct_encode_fields__ == ("X",)
def test_rename_explicit_none(self):
class Test(Struct, rename=None):
field_one: int
field_two: str
assert Test.__struct_encode_fields__ == ("field_one", "field_two")
assert Test.__struct_fields__ is Test.__struct_encode_fields__
def test_rename_lower(self):
class Test(Struct, rename="lower"):
field_One: int
field_Two: str
assert Test.__struct_encode_fields__ == ("field_one", "field_two")
def test_rename_upper(self):
class Test(Struct, rename="upper"):
field_one: int
field_two: str
assert Test.__struct_encode_fields__ == ("FIELD_ONE", "FIELD_TWO")
def test_rename_kebab(self):
class Test(Struct, rename="kebab"):
field_one: int
field_two_with_suffix: str
__field_three__: bool
field4: float
_field_five: int
assert Test.__struct_encode_fields__ == (
"field-one",
"field-two-with-suffix",
"field-three",
"field4",
"field-five",
)
def test_rename_camel(self):
class Test(Struct, rename="camel"):
field_one: int
field_two_with_suffix: str
__field__three__: bool
field4: float
_field_five: int
assert Test.__struct_encode_fields__ == (
"fieldOne",
"fieldTwoWithSuffix",
"__fieldThree",
"field4",
"_fieldFive",
)
def test_rename_pascal(self):
class Test(Struct, rename="pascal"):
field_one: int
field_two_with_suffix: str
__field__three__: bool
field4: float
_field_five: int
assert Test.__struct_encode_fields__ == (
"FieldOne",
"FieldTwoWithSuffix",
"__FieldThree",
"Field4",
"_FieldFive",
)
def test_rename_callable(self):
class Test(Struct, rename=str.title):
field_one: int
field_two: str
assert Test.__struct_encode_fields__ == ("Field_One", "Field_Two")
def test_rename_callable_returns_none(self):
class Test(Struct, rename={"from_": "from"}.get):
from_: str
to: str
assert Test.__struct_encode_fields__ == ("from", "to")
def test_rename_callable_returns_non_string(self):
with pytest.raises(
TypeError,
match="Expected calling `rename` to return a `str` or `None`, got `int`",
):
class Test(Struct, rename=lambda x: 1):
aa1: int
aa2: int
ab1: int
def test_rename_mapping(self):
class Test(Struct, rename={"from_": "from"}):
from_: str
to: str
assert Test.__struct_encode_fields__ == ("from", "to")
def test_rename_bad_value(self):
with pytest.raises(ValueError, match="rename='invalid' is unsupported"):
class Test(Struct, rename="invalid"):
x: int
def test_rename_bad_type(self):
with pytest.raises(TypeError, match="str, callable, or mapping"):
class Test(Struct, rename=1):
x: int
def test_rename_fields_collide(self):
with pytest.raises(ValueError, match="Multiple fields rename to the same name"):
class Test(Struct, rename=lambda x: x[:2]):
aa1: int
aa2: int
ab1: int
@pytest.mark.parametrize("field", ["foo\\bar", 'foo"bar', "foo\tbar"])
def test_rename_field_invalid_characters(self, field):
with pytest.raises(ValueError) as rec:
class Test(Struct, rename=lambda x: field):
x: int
assert field in str(rec.value)
assert "must not contain" in str(rec.value)
def test_rename_inherit(self):
class Base(Struct, rename="upper"):
pass
class Test1(Base):
x: int
assert Test1.__struct_encode_fields__ == ("X",)
class Test2(Base, rename="camel"):
my_field: int
assert Test2.__struct_encode_fields__ == ("myField",)
class Test3(Test2, rename="kebab"):
my_other_field: int
assert Test3.__struct_encode_fields__ == ("myField", "my-other-field")
class Test4(Base, rename=None):
my_field: int
assert Test4.__struct_encode_fields__ == ("my_field",)
def test_rename_fields_only_used_for_encode_and_decode(self):
"""Check that the renamed fields don't show up elsewhere"""
class Test(Struct, rename="upper"):
one: int
two: str
t = Test(one=1, two="test")
assert t.one == 1
assert t.two == "test"
assert repr(t) == "Test(one=1, two='test')"
with pytest.raises(TypeError, match="Missing required argument 'two'"):
Test(one=1)
class TestDefStruct:
def test_defstruct_simple(self):
Point = defstruct("Point", ["x", "y"])
assert issubclass(Point, Struct)
assert as_tuple(Point(1, 2)) == (1, 2)
assert Point.__module__ == "tests.unit.test_struct"
def test_defstruct_empty(self):
Empty = defstruct("Empty", [])
assert as_tuple(Empty()) == ()
def test_defstruct_fields(self):
Test = defstruct("Point", ["x", ("y", int), ("z", int, 0)])
assert Test.__struct_fields__ == ("x", "y", "z")
assert Test.__struct_defaults__ == (0,)
assert Test.__annotations__ == {"x": Any, "y": int, "z": int}
assert as_tuple(Test(1, 2)) == (1, 2, 0)
assert as_tuple(Test(1, 2, 3)) == (1, 2, 3)
def test_defstruct_fields_iterable(self):
Test = defstruct("Point", ((n, int) for n in "xyz"))
assert Test.__struct_fields__ == ("x", "y", "z")
assert Test.__annotations__ == {"x": int, "y": int, "z": int}
def test_defstruct_errors(self):
with pytest.raises(TypeError, match="must be str, not int"):
defstruct(1)
with pytest.raises(TypeError, match="`fields` must be an iterable"):
defstruct("Test", 1)
with pytest.raises(TypeError, match="items in `fields` must be one of"):
defstruct("Test", ["x", 1])
with pytest.raises(TypeError, match="items in `fields` must be one of"):
defstruct("Test", ["x", (1, 2)])
with pytest.raises(TypeError, match="must be a tuple or None"):
defstruct("Test", [], bases=[])
with pytest.raises(TypeError, match="must be a str or None"):
defstruct("Test", [], module=1)
with pytest.raises(TypeError, match="must be a dict or None"):
defstruct("Test", [], namespace=1)
def test_defstruct_bases(self):
class Base(Struct):
z: int
Point = defstruct("Point", ["x", "y"], bases=(Base,))
assert issubclass(Point, Base)
assert issubclass(Point, Struct)
assert as_tuple(Point(1, 2, 0)) == (1, 2, 0)
assert as_tuple(Point(1, 2, 3)) == (1, 2, 3)
def test_defstruct_bases_none(self):
Point = defstruct("Point", ["x", "y"], bases=None)
assert Point.mro() == [Point, *Struct.mro()]
assert Point(1, 2) == Point(1, 2)
def test_defstruct_module(self):
Test = defstruct("Test", [], module="testmod")
assert Test.__module__ == "testmod"
def test_defstruct_module_none(self):
Test = defstruct("Test", [], module=None)
assert Test.__module__ == "tests.unit.test_struct"
def test_defstruct_namespace(self):
Test = defstruct(
"Test", ["x", "y"], namespace={"add": lambda self: self.x + self.y}
)
t = Test(1, 2)
assert t.add() == 3
def test_defstruct_namespace_none(self):
Test = defstruct("Test", [], namespace=None)
assert Test() == Test() # smoketest
def test_defstruct_kw_only(self):
Test = defstruct("Test", ["x", "y"], kw_only=True)
t = Test(x=1, y=2)
assert t.x == 1 and t.y == 2
with pytest.raises(TypeError, match="Extra positional arguments"):
Test(1, 2)
@pytest.mark.parametrize(
"option, default",
[
("repr_omit_defaults", False),
("omit_defaults", False),
("forbid_unknown_fields", False),
("frozen", False),
("order", False),
("eq", True),
("array_like", False),
("gc", True),
],
)
def test_defstruct_bool_options(self, option, default):
Test = defstruct("Test", [], **{option: True})
assert getattr(Test.__struct_config__, option) is True
Test = defstruct("Test", [], **{option: False})
assert getattr(Test.__struct_config__, option) is False
Test = defstruct("Test", [])
assert getattr(Test.__struct_config__, option) is default
def test_defstruct_weakref(self):
Test = defstruct("Test", [])
assert Test.__weakrefoffset__ == 0
assert not Test.__struct_config__.weakref
Test = defstruct("Test", [], weakref=False)
assert Test.__weakrefoffset__ == 0
assert not Test.__struct_config__.weakref
Test = defstruct("Test", [], weakref=True)
assert Test.__weakrefoffset__ != 0
assert Test.__struct_config__.weakref
def test_defstruct_dict(self):
Test = defstruct("Test", [])
assert not hasattr(Test(), "__dict__")
assert not Test.__struct_config__.dict
Test = defstruct("Test", [], dict=False)
assert not hasattr(Test(), "__dict__")
assert not Test.__struct_config__.dict
Test = defstruct("Test", [], dict=True)
assert hasattr(Test(), "__dict__")
assert Test.__struct_config__.dict
def test_defstruct_cache_hash(self):
Test = defstruct("Test", [], frozen=True)
assert not Test.__struct_config__.cache_hash
Test = defstruct("Test", [], frozen=True, cache_hash=False)
assert not Test.__struct_config__.cache_hash
Test = defstruct("Test", [], frozen=True, cache_hash=True)
assert Test.__struct_config__.cache_hash
def test_defstruct_tag_and_tag_field(self):
Test = defstruct("Test", [], tag=True)
assert Test.__struct_config__.tag == "Test"
Test = defstruct("Test", [], namespace={"__qualname__": "Foo.Test"}, tag=True)
assert Test.__struct_config__.tag == "Foo.Test"
Test = defstruct("Test", [], tag="mytag", tag_field="mytagfield")
config = Test.__struct_config__
assert config.tag_field == "mytagfield"
assert config.tag == "mytag"
def test_defstruct_rename(self):
Test = defstruct("Test", ["my_field"], rename="camel")
assert Test.__struct_fields__ == ("my_field",)
assert Test.__struct_encode_fields__ == ("myField",)
@pytest.fixture(params=["structs.replace", "copy.replace"])
def replace(request):
if request.param == "structs.replace":
return msgspec.structs.replace
else:
return copy_replace
class TestReplace:
def test_replace_not_a_struct(self):
with pytest.raises(TypeError, match="`struct` must be a `msgspec.Struct`"):
msgspec.structs.replace(1, x=2)
def test_replace_no_kwargs(self, replace):
p = Point(1, 2)
assert replace(p) == p
def test_replace_kwargs(self, replace):
p = Point(1, 2)
assert replace(p, x=3) == Point(3, 2)
assert replace(p, y=4) == Point(1, 4)
assert replace(p, x=3, y=4) == Point(3, 4)
def test_replace_unknown_field(self, replace):
p = Point(1, 2)
with pytest.raises(TypeError, match="`Point` has no field 'oops'"):
replace(p, oops=3)
def test_replace_errors_unset_fields(self, replace):
p = Point(1, 2)
del p.x
with pytest.raises(AttributeError, match="Struct field 'x' is unset"):
replace(p)
with pytest.raises(AttributeError, match="Struct field 'x' is unset"):
replace(p, y=1)
assert replace(p, x=3) == Point(3, 2)
def test_replace_frozen(self, replace):
class Test(msgspec.Struct, frozen=True):
x: int
y: int
assert replace(Test(1, 2), x=3) == Test(3, 2)
def test_replace_gc_delayed_tracking(self, replace):
class Test(msgspec.Struct):
x: int
y: Optional[List[int]]
obj = Test(1, None)
assert not gc.is_tracked(replace(obj))
assert not gc.is_tracked(replace(obj, x=10))
assert not gc.is_tracked(replace(obj, y=None))
assert gc.is_tracked(replace(obj, y=[1, 2, 3]))
obj = Test(1, [1, 2, 3])
assert gc.is_tracked(replace(obj))
assert gc.is_tracked(replace(obj, x=1))
assert not gc.is_tracked(replace(obj, y=None))
def test_replace_gc_false(self, replace):
class Test(msgspec.Struct, gc=False):
x: int
y: List[int]
res = replace(Test(1, [1, 2]), x=3)
assert res == Test(3, [1, 2])
assert not gc.is_tracked(res)
def test_replace_reference_counts(self, replace):
class Test(msgspec.Struct):
x: Any
y: int
x = object()
t = Test(x, 1)
x_count = sys.getrefcount(x)
t2 = replace(t)
assert sys.getrefcount(x) == x_count + 1
del t2
t2 = replace(t, x=None)
assert sys.getrefcount(x) == x_count
del t2
t2 = replace(t, y=2)
assert sys.getrefcount(x) == x_count + 1
del t2
x2 = object()
x2_count = sys.getrefcount(x2)
t2 = replace(t, x=x2)
assert sys.getrefcount(x) == x_count
assert sys.getrefcount(x2) == x2_count + 1
del t2
class TestAsDictAndAsTuple:
def test_asdict(self):
x = Point(1, 2)
assert msgspec.structs.asdict(x) == {"x": 1, "y": 2}
def test_astuple(self):
x = Point(1, 2)
assert msgspec.structs.astuple(x) == (1, 2)
@pytest.mark.parametrize("func", [msgspec.structs.asdict, msgspec.structs.astuple])
def test_errors(self, func):
with pytest.raises(TypeError):
func(1)
x = Point(1, 2)
del x.y
with pytest.raises(AttributeError):
func(x)
class TestInspectFields:
def test_fields_bad_arg(self):
T = TypeVar("T")
class Bad(Generic[T]):
x: T
for val in [1, int, Bad, Bad[int]]:
with pytest.raises(TypeError, match="struct type or instance"):
msgspec.structs.fields(val)
def test_fields_struct_meta(self):
class CustomMeta(msgspec.StructMeta):
pass
class Base(metaclass=CustomMeta):
pass
class Model(Base):
pass
assert msgspec.structs.fields(Model) == ()
def test_fields_struct_meta_instance(self):
class CustomMeta(msgspec.StructMeta):
pass
class Base(metaclass=CustomMeta):
pass
class Model(Base):
pass
assert msgspec.structs.fields(Model()) == ()
def test_fields_no_fields(self):
assert msgspec.structs.fields(msgspec.Struct) == ()
@pytest.mark.parametrize("instance", [False, True])
def test_fields(self, instance):
def factory():
return 1
class Example(msgspec.Struct):
x: int
y: int = 0
z: int = msgspec.field(default_factory=factory)
arg = Example(1, 2, 3) if instance else Example
fields = msgspec.structs.fields(arg)
x_field, y_field, z_field = fields
assert x_field.required
assert x_field.default is NODEFAULT
assert x_field.default_factory is NODEFAULT
assert not y_field.required
assert y_field.default == 0
assert y_field.default_factory is NODEFAULT
assert not z_field.required
assert z_field.default is NODEFAULT
assert z_field.default_factory is factory
def test_fields_keyword_only(self):
class Example(msgspec.Struct, kw_only=True):
a: int
b: int = 1
c: int
d: int = 2
sol = (
msgspec.structs.FieldInfo("a", "a", int),
msgspec.structs.FieldInfo("b", "b", int, default=1),
msgspec.structs.FieldInfo("c", "c", int),
msgspec.structs.FieldInfo("d", "d", int, default=2),
)
assert msgspec.structs.fields(Example) == sol
def test_fields_encode_name(self):
class Example(msgspec.Struct, rename="camel"):
field_one: int
field_two: int
sol = (
msgspec.structs.FieldInfo("field_one", "fieldOne", int),
msgspec.structs.FieldInfo("field_two", "fieldTwo", int),
)
assert msgspec.structs.fields(Example) == sol
def test_fields_generic(self):
T = TypeVar("T")
class Example(msgspec.Struct, Generic[T]):
x: T
y: int
sol = (
msgspec.structs.FieldInfo("x", "x", T),
msgspec.structs.FieldInfo("y", "y", int),
)
assert msgspec.structs.fields(Example) == sol
assert msgspec.structs.fields(Example(1, 2)) == sol
sol = (
msgspec.structs.FieldInfo("x", "x", str),
msgspec.structs.FieldInfo("y", "y", int),
)
assert msgspec.structs.fields(Example[str])
class TestClassVar:
def case1(self):
return """
from typing import ClassVar
from msgspec import Struct
class Ex(Struct):
a: int
cv1: ClassVar
b: int
cv2: ClassVar[int] = 1
"""
def case2(self):
return """
import typing
from msgspec import Struct
class Ex(Struct):
a: int
cv1: typing.ClassVar
b: int
cv2: typing.ClassVar[int] = 1
"""
def case3(self):
return """
import typing
from msgspec import Struct
ClassVar = typing.List
class Ex(Struct):
a: ClassVar
b: ClassVar[int]
cv2: typing.ClassVar[int] = 1
"""
def case4(self):
return """
from typing import ClassVar, List
from msgspec import Struct
class typing:
ClassVar = List
class Ex(Struct):
a: typing.ClassVar
b: typing.ClassVar[int]
cv2: ClassVar[int] = 1
"""
def case5(self):
"""Annotations that start with `ClassVar`/`typing.ClassVar` but don't
end there aren't treated as false-positives"""
return """
from typing import ClassVar, List
from msgspec import Struct
ClassVariable = List
class typing:
ClassVariable = List
class Ex(Struct):
a: typing.ClassVariable
b: ClassVariable[int]
cv2: ClassVar[int] = 1
"""
@pytest.mark.parametrize("case", [1, 2, 3, 4, 5])
@pytest.mark.parametrize("future_annotations", [True, False])
def test_classvar(self, case, future_annotations):
source = getattr(self, f"case{case}")()
if future_annotations:
source = " from __future__ import annotations\n" + source
with temp_module(source) as mod:
assert mod.Ex.__struct_fields__ == ("a", "b")
assert mod.Ex.cv2 == 1
class TestPostInit:
def test_post_init(self):
called = False
singleton = object()
class Ex(Struct):
x: int
def __post_init__(self):
nonlocal called
called = True
return singleton
Ex(1)
assert called
# Return value is decref'd
assert sys.getrefcount(singleton) <= 2 # 1 for ref, 1 for call
def test_post_init_errors(self):
class Ex(Struct):
x: int
def __post_init__(self):
raise ValueError("Oh no!")
with pytest.raises(ValueError, match="Oh no!"):
Ex(1)
def test_post_init_invalid(self):
class Bad1(Struct):
__post_init__ = 1
class Bad2(Struct):
def __post_init__(self, other):
pass
with pytest.raises(TypeError):
Bad1()
with pytest.raises(TypeError):
Bad2()
def test_post_init_inheritance(self):
called = False
class Base:
def __post_init__(self):
nonlocal called
called = True
class Ex(Struct, Base):
x: int
Ex(1)
assert called
def test_post_init_not_called_on_copy(self):
count = 0
class Ex(Struct):
def __post_init__(self):
nonlocal count
count += 1
x1 = Ex()
assert count == 1
x2 = x1.__copy__()
assert x1 == x2
assert count == 1
def test_post_init_not_called_on_replace(self):
count = 0
class Ex(Struct):
def __post_init__(self):
nonlocal count
count += 1
x1 = Ex()
assert count == 1
x2 = msgspec.structs.replace(x1)
assert x1 == x2
assert count == 1
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