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basic_typing_examples.py
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basic_typing_examples.py
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# fmt: off
from __future__ import annotations
import datetime
import pickle
from typing import Any, Dict, Final, List, Type, Union
import msgspec
def check___version__() -> None:
reveal_type(msgspec.__version__) # assert "str" in typ
def check_exceptions() -> None:
reveal_type(msgspec.MsgspecError) # assert "Any" not in typ
reveal_type(msgspec.EncodeError) # assert "Any" not in typ
reveal_type(msgspec.DecodeError) # assert "Any" not in typ
reveal_type(msgspec.ValidationError) # assert "Any" not in typ
def check_unset() -> None:
reveal_type(msgspec.UNSET) # assert "UnsetType" in typ
if isinstance(msgspec.UNSET, msgspec.UnsetType):
print("True")
str(msgspec.UNSET)
pickle.dumps(msgspec.UNSET)
def check_unset_type_lowering(x: int | msgspec.UnsetType) -> None:
if x is msgspec.UNSET:
reveal_type(x) # assert "int" not in typ.lower()
else:
reveal_type(x) # assert "unset" not in typ.lower()
def check_nodefault() -> None:
reveal_type(msgspec.NODEFAULT) # assert "Any" not in typ
str(msgspec.NODEFAULT)
pickle.dumps(msgspec.NODEFAULT)
##########################################################
# Structs #
##########################################################
def check_struct() -> None:
class Test(msgspec.Struct):
x: int
y: str
t = Test(1, "foo")
reveal_type(t) # assert "Test" in typ
reveal_type(t.x) # assert "int" in typ
reveal_type(t.y) # assert "str" in typ
def check_struct_field() -> None:
class Test(msgspec.Struct):
a: int
b: int = msgspec.field(name="b_field")
x: int = msgspec.field(default=1)
y: List[int] = msgspec.field(default_factory=lambda: [1, 2, 3])
x2: int = msgspec.field(default=1, name="x2_field")
y2: List[int] = msgspec.field(default_factory=lambda: [1, 2, 3], name="y2_field")
Test(1, 2)
Test(1, 2, 3)
Test(1, 2, 3, [4])
Test(1, 2, 3, [4], 5)
Test(1, 2, 3, [4], 5, [6])
def check_struct_kw_only() -> None:
class Test(msgspec.Struct, kw_only=True):
x: int
y: str
t = Test(y="foo", x=1)
def check_struct_kw_only_base_class() -> None:
class Base(msgspec.Struct, kw_only=True):
d: bytes
c: str = "default"
class Test(Base):
a: int
b: list[int] = []
Test(1, d=b"foo")
Test(1, [1, 2, 3], d=b"foo", c="test")
def check_struct_kw_only_subclass() -> None:
class Base(msgspec.Struct):
d: bytes
c: str = "default"
class Test(Base, kw_only=True):
a: int
b: list[int] = []
Test(b"foo", a=1)
Test(b"foo", "test", a=1, b=[1, 2, 3])
def check_struct_final_fields() -> None:
"""Test that type checkers support `Final` fields for
dataclass_transform"""
class Test(msgspec.Struct):
x: Final[int] = 0
t = Test()
t2 = Test(x=1)
reveal_type(t.x) # assert "int" in typ
reveal_type(t2.x) # assert "int" in typ
def check_struct_repr_omit_defaults() -> None:
class Test(msgspec.Struct, repr_omit_defaults=True):
x: int
y: str
t = Test(1, "foo")
reveal_type(t.x) # assert "int" in typ
def check_struct_omit_defaults() -> None:
class Test(msgspec.Struct, omit_defaults=True):
x: int
y: str
t = Test(1, "foo")
reveal_type(t) # assert "Test" in typ
reveal_type(t.x) # assert "int" in typ
reveal_type(t.y) # assert "str" in typ
def check_struct_forbid_unknown_fields() -> None:
class Test(msgspec.Struct, forbid_unknown_fields=True):
x: int
y: str
t = Test(1, "foo")
reveal_type(t) # assert "Test" in typ
reveal_type(t.x) # assert "int" in typ
reveal_type(t.y) # assert "str" in typ
def check_struct_rename() -> None:
class TestLower(msgspec.Struct, rename="lower"):
x: int
class TestUpper(msgspec.Struct, rename="upper"):
x: int
class TestCamel(msgspec.Struct, rename="camel"):
x: int
class TestPascal(msgspec.Struct, rename="pascal"):
x: int
class TestKebab(msgspec.Struct, rename="kebab"):
x: int
class TestCallable(msgspec.Struct, rename=lambda x: x.title()):
x: int
class TestCallableNone(msgspec.Struct, rename=lambda x: None):
x: int
class TestMapping(msgspec.Struct, rename={"x": "X"}):
x: int
class TestNone(msgspec.Struct, rename=None):
x: int
o = sum(
[
TestLower(1).x,
TestUpper(2).x,
TestCamel(3).x,
TestPascal(4).x,
TestCallable(5).x,
TestNone(6).x,
]
)
reveal_type(o) # assert "int" in typ
def check_struct_array_like() -> None:
class Test(msgspec.Struct, array_like=True):
x: int
y: str
t = Test(1, "foo")
reveal_type(t) # assert "Test" in typ
reveal_type(t.x) # assert "int" in typ
reveal_type(t.y) # assert "str" in typ
def check_struct_frozen() -> None:
class Test(msgspec.Struct, frozen=True):
x: int
y: str
t = Test(1, "foo")
reveal_type(t) # assert "Test" in typ
reveal_type(t.x) # assert "int" in typ
reveal_type(t.y) # assert "str" in typ
def check_struct_eq() -> None:
class Test(msgspec.Struct, eq=False):
x: int
y: str
t = Test(1, "foo")
t2 = Test(1, "foo")
if t == t2:
print("Here")
reveal_type(t) # assert "Test" in typ
reveal_type(t.x) # assert "int" in typ
reveal_type(t.y) # assert "str" in typ
def check_struct_order() -> None:
class Test(msgspec.Struct, order=True):
x: int
y: str
t = Test(1, "foo")
reveal_type(t) # assert "Test" in typ
reveal_type(t.x) # assert "int" in typ
reveal_type(t.y) # assert "str" in typ
def check_struct_gc() -> None:
class Test(msgspec.Struct, gc=False):
x: int
y: str
t = Test(1, "foo")
reveal_type(t) # assert "Test" in typ
reveal_type(t.x) # assert "int" in typ
reveal_type(t.y) # assert "str" in typ
def check_struct_weakref() -> None:
class Test(msgspec.Struct, weakref=True):
x: int
y: str
t = Test(1, "foo")
reveal_type(t) # assert "Test" in typ
reveal_type(t.x) # assert "int" in typ
reveal_type(t.y) # assert "str" in typ
def check_struct_dict() -> None:
class Test(msgspec.Struct, dict=True):
x: int
y: str
t = Test(1, "foo")
reveal_type(t) # assert "Test" in typ
def check_struct_tag_tag_field() -> None:
class Test1(msgspec.Struct, tag=None):
pass
class Test2(msgspec.Struct, tag=True):
pass
class Test3(msgspec.Struct, tag=False):
pass
class Test4(msgspec.Struct, tag="mytag"):
pass
class Test5(msgspec.Struct, tag=123):
pass
class Test6(msgspec.Struct, tag=str.lower):
pass
class Test7(msgspec.Struct, tag=lambda n: len(n)):
pass
class Test8(msgspec.Struct, tag_field=None):
pass
class Test9(msgspec.Struct, tag_field="type"):
pass
def check_struct_methods() -> None:
class Point(msgspec.Struct):
x: int
y: int
a = Point(1, 2)
b = Point(3, 4)
if a == b:
print("equal")
a.x = a.x b.y
repr(a)
for name, val in a.__rich_repr__():
print(f"{name} = {val}")
def check_struct_attributes() -> None:
class Point(msgspec.Struct):
x: int
y: int
for field in Point.__struct_fields__:
reveal_type(field) # assert "str" in typ
for field in Point.__match_args__:
reveal_type(field) # assert "any" not in typ.lower()
p = Point(1, 2)
for field in p.__struct_fields__:
reveal_type(field) # assert "str" in typ
def check_struct_config() -> None:
class Point(msgspec.Struct):
x: int
y: int
config = Point.__struct_config__
reveal_type(config) # assert "StructConfig" in typ
reveal_type(config.frozen) # assert "bool" in typ
reveal_type(config.eq) # assert "bool" in typ
reveal_type(config.order) # assert "bool" in typ
reveal_type(config.array_like) # assert "bool" in typ
reveal_type(config.gc) # assert "bool" in typ
reveal_type(config.repr_omit_defaults) # assert "bool" in typ
reveal_type(config.omit_defaults) # assert "bool" in typ
reveal_type(config.forbid_unknown_fields) # assert "bool" in typ
reveal_type(config.weakref) # assert "bool" in typ
reveal_type(config.dict) # assert "bool" in typ
reveal_type(config.tag) # assert "str" in typ and "int" in typ
reveal_type(config.tag_field) # assert "str" in typ
##########################################################
# defstruct #
##########################################################
def check_defstruct() -> None:
Test = msgspec.defstruct("Test", ["x", "y"])
for field in Test.__struct_fields__:
reveal_type(field) # assert "str" in typ
Test(1, y=2)
def check_defstruct_field_types() -> None:
Test = msgspec.defstruct(
"Test",
("x", ("y", int), ("z", str, "default"))
)
def check_defstruct_bases() -> None:
class Base(msgspec.Struct):
pass
msgspec.defstruct("Test", ["x", "y"], bases=(Base,))
msgspec.defstruct("Test2", ["x", "y"], bases=None)
def check_defstruct_namespace() -> None:
msgspec.defstruct("Test", ["x", "y"], namespace={"classval": 1})
msgspec.defstruct("Test2", ["x", "y"], namespace=None)
def check_defstruct_module() -> None:
msgspec.defstruct("Test", ["x", "y"], module="mymod")
msgspec.defstruct("Test2", ["x", "y"], module=None)
def check_defstruct_config_options() -> None:
Test = msgspec.defstruct(
"Test",
("x", "y"),
omit_defaults=True,
forbid_unknown_fields=True,
frozen=True,
order=True,
eq=True,
kw_only=True,
repr_omit_defaults=True,
array_like=True,
gc=False,
tag="mytag",
tag_field="mytagfield",
rename="lower"
)
##########################################################
# msgspec.structs #
##########################################################
def check_replace() -> None:
class Test(msgspec.Struct):
x: int
y: int
struct: int
struct = Test(1, 2, 3)
reveal_type(msgspec.structs.replace(struct)) # assert "Test" in typ
reveal_type(msgspec.structs.replace(struct, x=1)) # assert "Test" in typ
reveal_type(msgspec.structs.replace(struct, struct=1)) # assert "Test" in typ
def check_asdict() -> None:
class Test(msgspec.Struct):
x: int
y: int
x = Test(1, 2)
o = msgspec.structs.asdict(x)
reveal_type(o) # assert "dict" in typ
reveal_type(o["foo"]) # assert "Any" in typ
def check_astuple() -> None:
class Test(msgspec.Struct):
x: int
y: int
x = Test(1, 2)
o = msgspec.structs.astuple(x)
reveal_type(o) # assert "tuple" in typ
reveal_type(o[0]) # assert "Any" in typ
def check_fields() -> None:
class Test(msgspec.Struct):
x: int
y: int
x = Test(1, 2)
res1 = msgspec.structs.fields(x)
reveal_type(res1) # assert "tuple" in typ.lower() and "FieldInfo" in typ
res2 = msgspec.structs.fields(Test)
reveal_type(res2) # assert "tuple" in typ.lower() and "FieldInfo" in typ
for field in res1:
reveal_type(field) # assert "FieldInfo" in typ
reveal_type(field.required) # assert "bool" in typ
reveal_type(field.name) # assert "str" in typ
##########################################################
# Meta #
##########################################################
def check_meta_constructor() -> None:
msgspec.Meta()
for val in [1, 1.5, None]:
msgspec.Meta(gt=val)
msgspec.Meta(ge=val)
msgspec.Meta(lt=val)
msgspec.Meta(le=val)
msgspec.Meta(multiple_of=val)
for val2 in ["string", None]:
msgspec.Meta(pattern=val2)
msgspec.Meta(title=val2)
msgspec.Meta(description=val2)
for val3 in [1, None]:
msgspec.Meta(min_length=val3)
msgspec.Meta(max_length=val3)
for val4 in [True, False, None]:
msgspec.Meta(tz=val4)
for val5 in [[1, 2, 3], None]:
msgspec.Meta(examples=val5)
for val6 in [{"foo": "bar"}, None]:
msgspec.Meta(extra_json_schema=val6)
msgspec.Meta(extra=val6)
def check_meta_attributes() -> None:
c = msgspec.Meta()
print(c.gt)
print(c.ge)
print(c.lt)
print(c.le)
print(c.multiple_of)
print(c.pattern)
print(c.min_length)
print(c.max_length)
print(c.tz)
print(c.title)
print(c.description)
print(c.examples)
print(c.extra_json_schema)
print(c.extra)
def check_meta_equal() -> None:
c1 = msgspec.Meta()
c2 = msgspec.Meta()
if c1 == c2:
print("ok")
def check_meta_methods() -> None:
c = msgspec.Meta()
for name, val in c.__rich_repr__():
print(f"{name} = {val}")
##########################################################
# Raw #
##########################################################
def check_raw_constructor() -> None:
r = msgspec.Raw()
r2 = msgspec.Raw(b"test")
r3 = msgspec.Raw(bytearray(b"test"))
r4 = msgspec.Raw(memoryview(b"test"))
r2 = msgspec.Raw("test")
def check_raw_copy() -> None:
r = msgspec.Raw()
r2 = r.copy()
reveal_type(r2) # assert "Raw" in typ
def check_raw_methods() -> None:
r1 = msgspec.Raw(b"a")
r2 = msgspec.Raw(b"b")
if r1 == r2:
print(r1)
m = memoryview(r1) # buffer protocol
def check_raw_pass_to_decode() -> None:
r = msgspec.Raw()
res = msgspec.json.decode(r)
res2 = msgspec.msgpack.decode(r)
##########################################################
# MessagePack #
##########################################################
def check_msgpack_Encoder_encode() -> None:
enc = msgspec.msgpack.Encoder()
b = enc.encode([1, 2, 3])
reveal_type(b) # assert "bytes" in typ
def check_msgpack_Encoder_encode_into() -> None:
enc = msgspec.msgpack.Encoder()
buf = bytearray(48)
enc.encode_into([1, 2, 3], buf)
enc.encode_into([1, 2, 3], buf, 2)
def check_msgpack_encode() -> None:
b = msgspec.msgpack.encode([1, 2, 3])
reveal_type(b) # assert "bytes" in typ
def check_msgpack_Decoder_decode_any() -> None:
dec = msgspec.msgpack.Decoder()
b = msgspec.msgpack.encode([1, 2, 3])
o = dec.decode(b)
reveal_type(dec) # assert "Decoder" in typ and "Any" in typ
reveal_type(o) # assert "Any" in typ
def check_msgpack_Decoder_decode_typed() -> None:
dec = msgspec.msgpack.Decoder(List[int])
b = msgspec.msgpack.encode([1, 2, 3])
o = dec.decode(b)
reveal_type(dec) # assert "Decoder" in typ and ("List" in typ or "list" in typ) and "int" in typ
reveal_type(o) # assert ("List" in typ or "list" in typ) and "int" in typ
def check_msgpack_Decoder_decode_union() -> None:
# Pyright doesn't require the annotation, but mypy does until TypeForm
# is supported. This is mostly checking that no error happens here.
dec: msgspec.msgpack.Decoder[Union[int, str]] = msgspec.msgpack.Decoder(Union[int, str])
o = dec.decode(b'')
reveal_type(o) # assert ("int" in typ and "str" in typ)
def check_msgpack_Decoder_decode_type_comment() -> None:
dec = msgspec.msgpack.Decoder() # type: msgspec.msgpack.Decoder[List[int]]
b = msgspec.msgpack.encode([1, 2, 3])
o = dec.decode(b)
reveal_type(dec) # assert "Decoder" in typ and ("List" in typ or "list" in typ) and "int" in typ
reveal_type(o) # assert ("List" in typ or "list" in typ) and "int" in typ
def check_msgpack_decode_any() -> None:
b = msgspec.msgpack.encode([1, 2, 3])
o = msgspec.msgpack.decode(b)
reveal_type(o) # assert "Any" in typ
def check_msgpack_decode_typed() -> None:
b = msgspec.msgpack.encode([1, 2, 3])
o = msgspec.msgpack.decode(b, type=List[int])
reveal_type(o) # assert ("List" in typ or "list" in typ) and "int" in typ
def check_msgpack_decode_typed_union() -> None:
o: Union[int, str] = msgspec.msgpack.decode(b"", type=Union[int, str])
reveal_type(o) # assert "int" in typ and "str" in typ
def check_msgpack_encode_enc_hook() -> None:
msgspec.msgpack.encode(object(), enc_hook=lambda x: None)
def check_msgpack_Encoder_enc_hook() -> None:
msgspec.msgpack.Encoder(enc_hook=lambda x: None)
def check_msgpack_Encoder_decimal_format() -> None:
enc = msgspec.msgpack.Encoder(decimal_format="string")
msgspec.msgpack.Encoder(decimal_format="number")
reveal_type(enc.decimal_format) # assert "string" in typ.lower() and "number" in typ.lower()
def check_msgpack_decode_dec_hook() -> None:
def dec_hook(typ: Type, obj: Any) -> Any:
return typ(obj)
msgspec.msgpack.decode(b"test", dec_hook=dec_hook)
msgspec.msgpack.Decoder(dec_hook=dec_hook)
def check_msgpack_decode_ext_hook() -> None:
def ext_hook(code: int, data: memoryview) -> Any:
return pickle.loads(data)
msgspec.msgpack.decode(b"test", ext_hook=ext_hook)
msgspec.msgpack.Decoder(ext_hook=ext_hook)
def check_msgpack_Decoder_strict() -> None:
dec = msgspec.msgpack.Decoder(List[int], strict=False)
reveal_type(dec.strict) # assert "bool" in typ
def check_msgpack_decode_strict() -> None:
out = msgspec.msgpack.decode(b'', type=List[int], strict=False)
reveal_type(out) # assert "list" in typ.lower()
def check_msgpack_Ext() -> None:
ext = msgspec.msgpack.Ext(1, b"test")
reveal_type(ext.code) # assert "int" in typ
reveal_type(ext.data) # assert "bytes" in typ
##########################################################
# JSON #
##########################################################
def check_json_Encoder_encode() -> None:
enc = msgspec.json.Encoder()
b = enc.encode([1, 2, 3])
reveal_type(b) # assert "bytes" in typ
def check_json_Encoder_encode_lines() -> None:
enc = msgspec.json.Encoder()
items = [{"x": 1}, 2]
b = enc.encode_lines(items)
b2 = enc.encode_lines((i for i in items))
reveal_type(b) # assert "bytes" in typ
reveal_type(b2) # assert "bytes" in typ
def check_json_Encoder_encode_into() -> None:
enc = msgspec.json.Encoder()
buf = bytearray(48)
enc.encode_into([1, 2, 3], buf)
enc.encode_into([1, 2, 3], buf, 2)
def check_json_encode() -> None:
b = msgspec.json.encode([1, 2, 3])
reveal_type(b) # assert "bytes" in typ
def check_json_Decoder_decode_any() -> None:
dec = msgspec.json.Decoder()
b = msgspec.json.encode([1, 2, 3])
o = dec.decode(b)
reveal_type(dec) # assert "Decoder" in typ and "Any" in typ
reveal_type(o) # assert "Any" in typ
def check_json_Decoder_decode_typed() -> None:
dec = msgspec.json.Decoder(List[int])
b = msgspec.json.encode([1, 2, 3])
o = dec.decode(b)
reveal_type(dec) # assert "Decoder" in typ and ("List" in typ or "list" in typ) and "int" in typ
reveal_type(o) # assert ("List" in typ or "list" in typ) and "int" in typ
def check_json_Decoder_decode_type_comment() -> None:
dec = msgspec.json.Decoder() # type: msgspec.json.Decoder[List[int]]
b = msgspec.json.encode([1, 2, 3])
o = dec.decode(b)
reveal_type(dec) # assert "Decoder" in typ and ("List" in typ or "list" in typ) and "int" in typ
reveal_type(o) # assert ("List" in typ or "list" in typ) and "int" in typ
def check_json_Decoder_decode_union() -> None:
dec: msgspec.json.Decoder[Union[int, str]] = msgspec.json.Decoder(Union[int, str])
o = dec.decode(b'')
reveal_type(o) # assert ("int" in typ and "str" in typ)
def check_json_Decoder_decode_from_str() -> None:
dec = msgspec.json.Decoder(List[int])
o = dec.decode("[1, 2, 3]")
reveal_type(o) # assert ("List" in typ or "list" in typ) and "int" in typ
def check_json_Decoder_decode_lines_any() -> None:
dec = msgspec.json.Decoder()
o = dec.decode_lines(b'1\n2\n3')
reveal_type(o) # assert "list" in typ.lower() and "any" in typ.lower()
def check_json_Decoder_decode_lines_typed() -> None:
dec = msgspec.json.Decoder(int)
o = dec.decode_lines(b'1\n2\n3')
reveal_type(o) # assert "list" in typ.lower() and "int" in typ.lower()
def check_json_decode_any() -> None:
b = msgspec.json.encode([1, 2, 3])
o = msgspec.json.decode(b)
reveal_type(o) # assert "Any" in typ
def check_json_decode_typed() -> None:
b = msgspec.json.encode([1, 2, 3])
o = msgspec.json.decode(b, type=List[int])
reveal_type(o) # assert ("List" in typ or "list" in typ) and "int" in typ
def check_json_decode_typed_union() -> None:
o: Union[int, str] = msgspec.json.decode(b"", type=Union[int, str])
reveal_type(o) # assert "int" in typ and "str" in typ
def check_json_decode_from_str() -> None:
msgspec.json.decode("[1, 2, 3]")
o = msgspec.json.decode("[1, 2, 3]", type=List[int])
reveal_type(o) # assert ("List" in typ or "list" in typ) and "int" in typ
def check_json_encode_enc_hook() -> None:
msgspec.json.encode(object(), enc_hook=lambda x: None)
def check_json_Encoder_enc_hook() -> None:
msgspec.json.Encoder(enc_hook=lambda x: None)
def check_json_Encoder_decimal_format() -> None:
enc = msgspec.json.Encoder(decimal_format="string")
msgspec.json.Encoder(decimal_format="number")
reveal_type(enc.decimal_format) # assert "string" in typ.lower() and "number" in typ.lower()
def check_json_decode_dec_hook() -> None:
def dec_hook(typ: Type, obj: Any) -> Any:
return typ(obj)
msgspec.json.decode(b"test", dec_hook=dec_hook)
msgspec.json.Decoder(dec_hook=dec_hook)
def check_json_Decoder_strict() -> None:
dec = msgspec.json.Decoder(List[int], strict=False)
reveal_type(dec.strict) # assert "bool" in typ
def check_json_decode_strict() -> None:
out = msgspec.json.decode(b'', type=List[int], strict=False)
reveal_type(out) # assert "list" in typ.lower()
def check_json_format() -> None:
reveal_type(msgspec.json.format(b"test")) # assert "bytes" in typ
reveal_type(msgspec.json.format(b"test", indent=4)) # assert "bytes" in typ
reveal_type(msgspec.json.format("test")) # assert "str" in typ
reveal_type(msgspec.json.format("test", indent=4)) # assert "str" in typ
##########################################################
# YAML #
##########################################################
def check_yaml_encode() -> None:
b = msgspec.yaml.encode([1, 2, 3])
reveal_type(b) # assert "bytes" in typ
def check_yaml_decode_any() -> None:
o = msgspec.yaml.decode(b"[1, 2, 3]")
reveal_type(o) # assert "Any" in typ
def check_yaml_decode_typed() -> None:
o = msgspec.yaml.decode(b"[1, 2, 3]", type=List[int])
reveal_type(o) # assert "list" in typ.lower() and "int" in typ
def check_yaml_decode_typed_union() -> None:
o: Union[int, str] = msgspec.yaml.decode(b"1", type=Union[int, str])
reveal_type(o) # assert "int" in typ and "str" in typ
def check_yaml_decode_from_str() -> None:
msgspec.yaml.decode("[1, 2, 3]")
o = msgspec.yaml.decode("[1, 2, 3]", type=List[int])
reveal_type(o) # assert "list" in typ.lower() and "int" in typ
def check_yaml_encode_enc_hook() -> None:
msgspec.yaml.encode(object(), enc_hook=lambda x: None)
def check_yaml_decode_dec_hook() -> None:
def dec_hook(typ: Type, obj: Any) -> Any:
return typ(obj)
msgspec.yaml.decode(b"test", dec_hook=dec_hook)
def check_yaml_decode_strict() -> None:
out = msgspec.yaml.decode(b'', type=List[int], strict=False)
reveal_type(out) # assert "list" in typ.lower()
##########################################################
# TOML #
##########################################################
def check_toml_encode() -> None:
b = msgspec.toml.encode({"a": 1})
reveal_type(b) # assert "bytes" in typ
def check_toml_decode_any() -> None:
o = msgspec.toml.decode(b"a = 1")
reveal_type(o) # assert "Any" in typ
def check_toml_decode_typed() -> None:
o = msgspec.toml.decode(b"a = 1", type=Dict[str, int])
reveal_type(o) # assert "dict" in typ.lower() and "int" in typ
def check_toml_decode_from_str() -> None:
msgspec.toml.decode("a = 1")
o = msgspec.toml.decode("a = 1", type=Dict[str, int])
reveal_type(o) # assert "dict" in typ.lower() and "int" in typ
def check_toml_encode_enc_hook() -> None:
msgspec.toml.encode(object(), enc_hook=lambda x: None)
def check_toml_decode_dec_hook() -> None:
def dec_hook(typ: Type, obj: Any) -> Any:
return typ(obj)
msgspec.toml.decode(b"a = 1", dec_hook=dec_hook)
def check_toml_decode_strict() -> None:
out = msgspec.toml.decode(b'', type=List[int], strict=False)
reveal_type(out) # assert "list" in typ.lower()
##########################################################
# msgspec.inspect #
##########################################################
def check_inspect_type_info() -> None:
o = msgspec.inspect.type_info(List[int])
reveal_type(o) # assert "Type" in typ
msgspec.inspect.type_info(int)
msgspec.inspect.type_info(int)
msgspec.inspect.type_info(int)
def check_inspect_multi_type_info() -> None:
o = msgspec.inspect.multi_type_info([int, float])
reveal_type(o) # assert "Type" in typ and "tuple" in typ.lower()
o2 = msgspec.inspect.multi_type_info((int, float))
reveal_type(o2) # assert "Type" in typ and "tuple" in typ.lower()
msgspec.inspect.multi_type_info([int])
msgspec.inspect.multi_type_info([int])
msgspec.inspect.multi_type_info([int])
def max_depth(t: msgspec.inspect.Type, depth: int = 0) -> int:
# This isn't actually a complete max_depth implementation
if isinstance(t, msgspec.inspect.CollectionType):
reveal_type(t.item_type) # assert "Type" in typ
return max_depth(t.item_type, depth 1)
elif isinstance(t, msgspec.inspect.DictType):
reveal_type(t.key_type) # assert "Type" in typ
return max(
max_depth(t.key_type, depth 1),
max_depth(t.value_type, depth 1)
)
elif isinstance(t, msgspec.inspect.TupleType):
reveal_type(t.item_types) # assert "Type" in typ and "tuple" in typ.lower()
return max(max_depth(a, depth 1) for a in t.item_types)
else:
return depth
def check_consume_inspect_types() -> None:
t = msgspec.inspect.type_info(List[int])
o = max_depth(t)
reveal_type(o) # assert "int" in typ.lower()
t = msgspec.inspect.UnionType(
(msgspec.inspect.IntType(), msgspec.inspect.NoneType())
)
reveal_type(t.includes_none) # assert "bool" in typ.lower()
##########################################################
# JSON Schema #
##########################################################
def check_json_schema() -> None:
o = msgspec.json.schema(List[int])
reveal_type(o) # assert ("Dict" in typ or "dict" in typ)
def check_json_schema_components() -> None:
s, c = msgspec.json.schema_components([List[int]])
reveal_type(s) # assert ("dict" in typ.lower()) and ("tuple" in typ.lower())
reveal_type(c) # assert ("dict" in typ.lower())
def check_json_schema_components_full() -> None:
s, c = msgspec.json.schema_components([List[int]], ref_template="#/definitions/{name}")
reveal_type(s) # assert ("dict" in typ.lower()) and ("tuple" in typ.lower())
reveal_type(c) # assert ("dict" in typ.lower())
##########################################################
# Converters #
##########################################################