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import sys
from pathlib import Path
from typing import Any, Dict, List, Optional, Tuple, Union
import attr
from pytest import importorskip
from omegaconf import II, MISSING, SI
from tests import Color, Enum1
if sys.version_info >= (3, 8): # pragma: no cover
from typing import TypedDict
# attr is a dependency of pytest which means it's always available when testing with pytest.
importorskip("attr")
class NotStructuredConfig:
name: str = "Bond"
age: int = 7
def __eq__(self, other: Any) -> Any:
if isinstance(other, type(self)):
return self.name == other.name and self.age == other.age
return False
if sys.version_info >= (3, 8): # pragma: no cover
class TypedDictSubclass(TypedDict):
foo: int
@attr.s(auto_attribs=True)
class StructuredWithInvalidField:
bar: NotStructuredConfig = NotStructuredConfig()
@attr.s(auto_attribs=True)
class User:
name: str = MISSING
age: int = MISSING
@attr.s(auto_attribs=True)
class UserList:
list: List[User] = MISSING
@attr.s(auto_attribs=True)
class UserDict:
dict: Dict[str, User] = MISSING
@attr.s(auto_attribs=True)
class UserWithDefaultName(User):
name: str = "bob"
@attr.s(auto_attribs=True)
class MissingUserField:
user: User = MISSING
@attr.s(auto_attribs=True)
class MissingUserWithDefaultNameField:
user: UserWithDefaultName = MISSING
@attr.s(auto_attribs=True)
class OptionalUser:
user: Optional[User] = None
@attr.s(auto_attribs=True)
class InterpolationToUser:
user: User = User("Bond", 7)
admin: User = II("user")
@attr.s(auto_attribs=True)
class AnyTypeConfig:
with_default: Any = "Can get any type at runtime"
null_default: Any = None
# Access to this prior to assigning a value to it will result in
# a MissingMandatoryValue exception.
# Equivalent to "???" in YAML files
mandatory_missing: Any = MISSING
# interpolation, will inherit the type and value of `with_default'
interpolation: Any = II("with_default")
# specific types assigned
int_default: Any = 12
float_default: Any = 10.0
str_default: Any = "foobar"
bool_default: Any = True
enum_default: Any = Color.BLUE
# test mixing with variable with a specific type annotation
typed_int_default: int = 10
@attr.s(auto_attribs=True)
class BoolConfig:
# with default value
with_default: bool = True
# default is None
null_default: Optional[bool] = None
# explicit no default
mandatory_missing: bool = MISSING
# interpolation, will inherit the type and value of `with_default'
interpolation: bool = II("with_default")
@attr.s(auto_attribs=True)
class IntegersConfig:
# with default value
with_default: int = 10
# default is None
null_default: Optional[int] = None
# explicit no default
mandatory_missing: int = MISSING
# interpolation, will inherit the type and value of `with_default'
interpolation: int = II("with_default")
@attr.s(auto_attribs=True)
class StringConfig:
# with default value
with_default: str = "foo"
# default is None
null_default: Optional[str] = None
# explicit no default
mandatory_missing: str = MISSING
# interpolation, will inherit the type and value of `with_default'
interpolation: str = II("with_default")
@attr.s(auto_attribs=True)
class FloatConfig:
# with default value
with_default: float = 0.10
# default is None
null_default: Optional[float] = None
# explicit no default
mandatory_missing: float = MISSING
# interpolation, will inherit the type and value of `with_default'
interpolation: float = II("with_default")
@attr.s(auto_attribs=True)
class BytesConfig:
# with default value
with_default: bytes = b"binary"
# default is None
null_default: Optional[bytes] = None
# explicit no default
mandatory_missing: bytes = MISSING
# interpolation, will inherit the type and value of `with_default'
interpolation: bytes = II("with_default")
@attr.s(auto_attribs=True)
class PathConfig:
# with default value
with_default: Path = Path("hello.txt")
# default is None
null_default: Optional[Path] = None
# explicit no default
mandatory_missing: Path = MISSING
# interpolation, will inherit the type and value of `with_default'
interpolation: Path = II("with_default")
@attr.s(auto_attribs=True)
class EnumConfig:
# with default value
with_default: Color = Color.BLUE
# default is None
null_default: Optional[Color] = None
# explicit no default
mandatory_missing: Color = MISSING
# interpolation, will inherit the type and value of `with_default'
interpolation: Color = II("with_default")
@attr.s(auto_attribs=True)
class ConfigWithList:
list1: List[int] = [1, 2, 3]
list2: Tuple[int, int, int] = (1, 2, 3)
missing: List[int] = MISSING
@attr.s(auto_attribs=True)
class ConfigWithDict:
dict1: Dict[str, Any] = {"foo": "bar"}
missing: Dict[str, Any] = MISSING
@attr.s(auto_attribs=True)
class ConfigWithDict2:
dict1: Dict[str, int] = {"foo": 2}
@attr.s(auto_attribs=True)
class Nested:
# with default value
with_default: int = 10
# default is None
null_default: Optional[int] = None
# explicit no default
mandatory_missing: int = MISSING
# Note that since relative interpolations are not yet supported,
# Nested configs and interpolations does not play too well together
interpolation: int = II("value_at_root")
@attr.s(auto_attribs=True)
class NestedSubclass(Nested):
additional: int = 20
@attr.s(auto_attribs=True)
class NestedConfig:
default_value: Nested
# with default value
user_provided_default: Nested = Nested(with_default=42)
value_at_root: int = 1000
@attr.s(auto_attribs=True)
class NestedWithAny:
var: Any = Nested()
@attr.s(auto_attribs=True)
class NoDefaultValue:
no_default: Any
@attr.s(auto_attribs=True)
class Interpolation:
x: int = 100
y: int = 200
# The real type of y is int, cast the interpolation string
# to help static type checkers to see this truth
z1: int = II("x")
z2: str = SI("${x}_${y}")
@attr.s(auto_attribs=True)
class RelativeInterpolation:
x: int = 100
y: int = 200
z1: int = II(".x")
z2: str = SI("${.x}_${.y}")
@attr.s(auto_attribs=True)
class BoolOptional:
with_default: Optional[bool] = True
as_none: Optional[bool] = None
not_optional: bool = True
@attr.s(auto_attribs=True)
class IntegerOptional:
with_default: Optional[int] = 1
as_none: Optional[int] = None
not_optional: int = 1
@attr.s(auto_attribs=True)
class FloatOptional:
with_default: Optional[float] = 1.0
as_none: Optional[float] = None
not_optional: float = 1
@attr.s(auto_attribs=True)
class StringOptional:
with_default: Optional[str] = "foo"
as_none: Optional[str] = None
not_optional: str = "foo"
@attr.s(auto_attribs=True)
class ListOptional:
with_default: Optional[List[int]] = [1, 2, 3]
as_none: Optional[List[int]] = None
not_optional: List[int] = [1, 2, 3]
@attr.s(auto_attribs=True)
class TupleOptional:
with_default: Optional[Tuple[int, int, int]] = (1, 2, 3)
as_none: Optional[Tuple[int, int, int]] = None
not_optional: Tuple[int, int, int] = (1, 2, 3)
@attr.s(auto_attribs=True)
class EnumOptional:
with_default: Optional[Color] = Color.BLUE
as_none: Optional[Color] = None
not_optional: Color = Color.BLUE
@attr.s(auto_attribs=True)
class DictOptional:
with_default: Optional[Dict[str, int]] = {"a": 10}
as_none: Optional[Dict[str, int]] = None
not_optional: Dict[str, int] = {"a": 10}
@attr.s(auto_attribs=True)
class RecursiveDict:
d: Dict[str, "RecursiveDict"] = MISSING
@attr.s(auto_attribs=True)
class StructuredOptional:
with_default: Optional[Nested] = Nested()
as_none: Optional[Nested] = None
not_optional: Nested = Nested()
@attr.s(auto_attribs=True, frozen=True)
class FrozenClass:
user: User = User(name="Bart", age=10)
x: int = 10
list: List[int] = [1, 2, 3]
@attr.s(auto_attribs=True)
class ContainsFrozen:
x: int = 10
frozen: FrozenClass = FrozenClass()
@attr.s(auto_attribs=True)
class WithListField:
list: List[int] = [1, 2, 3]
@attr.s(auto_attribs=True)
class WithDictField:
dict: Dict[str, int] = {"foo": 10, "bar": 20}
if sys.version_info >= (3, 8): # pragma: no cover
@attr.s(auto_attribs=True)
class WithTypedDictField:
dict: TypedDictSubclass
@attr.s(auto_attribs=True)
class ErrorDictObjectKey:
# invalid dict key, must be str
dict: Dict[object, str] = {object(): "foo", object(): "bar"}
class RegularClass:
pass
@attr.s(auto_attribs=True)
class ErrorDictUnsupportedValue:
# invalid dict value type, not one of the supported types
dict: Dict[str, RegularClass] = {}
@attr.s(auto_attribs=True)
class ErrorListUnsupportedValue:
# invalid dict value type, not one of the supported types
dict: List[RegularClass] = []
@attr.s(auto_attribs=True)
class ListExamples:
any: List[Any] = [1, "foo"]
ints: List[int] = [1, 2]
strings: List[str] = ["foo", "bar"]
booleans: List[bool] = [True, False]
colors: List[Color] = [Color.RED, Color.GREEN]
@attr.s(auto_attribs=True)
class TupleExamples:
any: Tuple[Any, Any] = (1, "foo")
ints: Tuple[int, int] = (1, 2)
strings: Tuple[str, str] = ("foo", "bar")
booleans: Tuple[bool, bool] = (True, False)
colors: Tuple[Color, Color] = (Color.RED, Color.GREEN)
@attr.s(auto_attribs=True)
class DictExamples:
any: Dict[str, Any] = {"a": 1, "b": "foo"}
ints: Dict[str, int] = {"a": 10, "b": 20}
strings: Dict[str, str] = {"a": "foo", "b": "bar"}
booleans: Dict[str, bool] = {"a": True, "b": False}
colors: Dict[str, Color] = {
"red": Color.RED,
"green": Color.GREEN,
"blue": Color.BLUE,
}
int_keys: Dict[int, str] = {1: "one", 2: "two"}
float_keys: Dict[float, str] = {1.1: "one", 2.2: "two"}
bool_keys: Dict[bool, str] = {True: "T", False: "F"}
enum_key: Dict[Color, str] = {Color.RED: "red", Color.GREEN: "green"}
@attr.s(auto_attribs=True)
class DictOfObjects:
users: Dict[str, User] = {"joe": User(name="Joe", age=18)}
@attr.s(auto_attribs=True)
class DictOfObjectsMissing:
users: Dict[str, User] = {"moe": MISSING}
@attr.s(auto_attribs=True)
class ListOfObjects:
users: List[User] = [User(name="Joe", age=18)]
@attr.s(auto_attribs=True)
class ListOfObjectsMissing:
users: List[User] = [MISSING]
class DictSubclass:
@attr.s(auto_attribs=True)
class Str2Str(Dict[str, str]):
pass
@attr.s(auto_attribs=True)
class Str2Int(Dict[str, int]):
pass
@attr.s(auto_attribs=True)
class Int2Str(Dict[int, str]):
pass
@attr.s(auto_attribs=True)
class Float2Str(Dict[float, str]):
pass
@attr.s(auto_attribs=True)
class Bool2Str(Dict[bool, str]):
pass
@attr.s(auto_attribs=True)
class Color2Str(Dict[Color, str]):
pass
@attr.s(auto_attribs=True)
class Color2Color(Dict[Color, Color]):
pass
@attr.s(auto_attribs=True)
class Str2User(Dict[str, User]):
pass
@attr.s(auto_attribs=True)
class Str2StrWithField(Dict[str, str]):
foo: str = "bar"
@attr.s(auto_attribs=True)
class Str2IntWithStrField(Dict[str, int]):
foo: int = 1
@attr.s(auto_attribs=True)
class Str2UserWithField(Dict[str, User]):
foo: User = User("Bond", 7)
class Error:
@attr.s(auto_attribs=True)
class User2Str(Dict[User, str]):
pass
@attr.s(auto_attribs=True)
class Plugin:
name: str = MISSING
params: Any = MISSING
@attr.s(auto_attribs=True)
class ConcretePlugin(Plugin):
name: str = "foobar_plugin"
@attr.s(auto_attribs=True)
class FoobarParams:
foo: int = 10
params: FoobarParams = FoobarParams()
@attr.s(auto_attribs=True)
class PluginWithAdditionalField(Plugin):
name: str = "foobar2_plugin"
additional: int = 10
# Does not extend Plugin, cannot be assigned or merged
@attr.s(auto_attribs=True)
class FaultyPlugin:
name: str = "faulty_plugin"
@attr.s(auto_attribs=True)
class PluginHolder:
none: Optional[Plugin] = None
missing: Plugin = MISSING
plugin: Plugin = Plugin()
plugin2: Plugin = ConcretePlugin()
@attr.s(auto_attribs=True)
class LinkedList:
next: Optional["LinkedList"] = None
value: Any = MISSING
@attr.s(auto_attribs=True)
class RecursiveList:
d: List["RecursiveList"] = MISSING
class MissingTest:
@attr.s(auto_attribs=True)
class Missing1:
head: LinkedList = MISSING
@attr.s(auto_attribs=True)
class Missing2:
head: LinkedList = LinkedList(next=MISSING, value=1)
@attr.s(auto_attribs=True)
class NestedWithNone:
plugin: Optional[Plugin] = None
@attr.s(auto_attribs=True)
class UnionError:
x: Union[int, List[str]] = 10
@attr.s(auto_attribs=True)
class WithNativeMISSING:
num: int = attr.NOTHING # type: ignore
@attr.s(auto_attribs=True)
class MissingStructuredConfigField:
plugin: Plugin = MISSING
@attr.s(auto_attribs=True)
class ListClass:
list: List[int] = []
tuple: Tuple[int, int] = (1, 2)
@attr.s(auto_attribs=True)
class UntypedList:
list: List = [1, 2] # type: ignore
opt_list: Optional[List] = None # type: ignore
@attr.s(auto_attribs=True)
class UntypedDict:
dict: Dict = {"foo": "var"} # type: ignore
opt_dict: Optional[Dict] = None # type: ignore
class StructuredSubclass:
@attr.s(auto_attribs=True)
class ParentInts:
int1: int
int2: int
int3: int = attr.NOTHING # type: ignore
int4: int = MISSING
@attr.s(auto_attribs=True)
class ChildInts(ParentInts):
int2: int = 5
int3: int = 10
int4: int = 15
@attr.s(auto_attribs=True)
class ParentContainers:
list1: List[int] = MISSING
list2: List[int] = [5, 6]
dict: Dict[str, Any] = MISSING
@attr.s(auto_attribs=True)
class ChildContainers(ParentContainers):
list1: List[int] = [1, 2, 3]
dict: Dict[str, Any] = {"a": 5, "b": 6}
@attr.s(auto_attribs=True)
class ParentNoDefaultFactory:
no_default_to_list: Any
int_to_list: Any = 1
@attr.s(auto_attribs=True)
class ChildWithDefaultFactory(ParentNoDefaultFactory):
no_default_to_list: Any = ["hi"]
int_to_list: Any = ["hi"]
@attr.s(auto_attribs=True)
class HasInitFalseFields:
post_initialized: str = attr.field(init=False)
without_default: str = attr.field(init=False)
with_default: str = attr.field(init=False, default="default")
def __attrs_post_init__(self) -> None:
self.post_initialized = "set_by_post_init"
class NestedContainers:
@attr.s(auto_attribs=True)
class ListOfLists:
lls: List[List[str]]
llx: List[List[User]]
llla: List[List[List[Any]]]
lloli: List[List[Optional[List[int]]]]
lls_default: List[List[str]] = [[], ["abc", "def", 123, MISSING], MISSING] # type: ignore
lolx_default: List[Optional[List[User]]] = [
[],
[User(), User(age=7, name="Bond"), MISSING],
MISSING,
]
@attr.s(auto_attribs=True)
class DictOfDicts:
dsdsi: Dict[str, Dict[str, int]]
dsdbi: Dict[str, Dict[bool, int]]
dsdsx: Dict[str, Dict[str, User]]
odsdsi_default: Optional[Dict[str, Dict[str, int]]] = {
"dsi1": {},
"dsi2": {"s1": 1, "s2": "123", "s3": MISSING}, # type: ignore
"dsi3": MISSING,
}
dsdsx_default: Dict[str, Dict[str, User]] = {
"dsx1": {},
"dsx2": {
"s1": User(),
"s2": User(age=7, name="Bond"),
"s3": MISSING,
},
"dsx3": MISSING,
}
@attr.s(auto_attribs=True)
class ListsAndDicts:
lldsi: List[List[Dict[str, int]]]
ldaos: List[Dict[Any, Optional[str]]]
dedsle: Dict[Color, Dict[str, List[Enum1]]]
dsolx: Dict[str, Optional[List[User]]]
oldfox: Optional[List[Dict[float, Optional[User]]]]
dedsle_default: Dict[Color, Dict[str, List[Enum1]]] = {
Color.RED: {"a": [Enum1.FOO, Enum1.BAR]},
Color.GREEN: {"b": []},
Color.BLUE: {},
}
@attr.s(auto_attribs=True)
class WithDefault:
dsolx_default: Dict[str, Optional[List[User]]] = {"lx": [User()], "n": None}
class UnionsOfPrimitveTypes:
@attr.s(auto_attribs=True)
class Simple:
uis: Union[int, str]
ubc: Union[bool, Color]
uxf: Union[bytes, float]
ouis: Optional[Union[int, str]]
uois: Union[Optional[int], str]
uisn: Union[int, str, None]
uisN: Union[int, str, type(None)] # type: ignore
@attr.s(auto_attribs=True)
class WithDefaults:
uis: Union[int, str] = "abc"
ubc1: Union[bool, Color] = True
ubc2: Union[bool, Color] = Color.RED
uxf: Union[bytes, float] = 1.2
ouis: Optional[Union[int, str]] = None
uisn: Union[int, str, None] = 123
uisN: Union[int, str, type(None)] = "abc" # type: ignore
@attr.s(auto_attribs=True)
class WithExplicitMissing:
uis_missing: Union[int, str] = MISSING
@attr.s(auto_attribs=True)
class WithBadDefaults1:
uis: Union[int, str] = None # type: ignore
@attr.s(auto_attribs=True)
class WithBadDefaults2:
ubc: Union[bool, Color] = "abc" # type: ignore
@attr.s(auto_attribs=True)
class WithBadDefaults3:
uxf: Union[bytes, float] = True
@attr.s(auto_attribs=True)
class WithBadDefaults4:
oufb: Optional[Union[float, bool]] = Color.RED # type: ignore
@attr.s(auto_attribs=True)
class ContainersOfUnions:
lubc: List[Union[bool, Color]]
dsubf: Dict[str, Union[bool, float]]
dsoubf: Dict[str, Optional[Union[bool, float]]]
lubc_with_default: List[Union[bool, Color]] = [True, Color.RED]
dsubf_with_default: Dict[str, Union[bool, float]] = {"abc": True, "xyz": 1.2}
@attr.s(auto_attribs=True)
class InterpolationFromUnion:
ubi: Union[bool, int]
oubi: Optional[Union[bool, int]]
an_int: int = 123
a_string: str = "abc"
missing: int = MISSING
none: Optional[int] = None
ubi_with_default: Union[bool, int] = II("an_int")
oubi_with_default: Optional[Union[bool, int]] = II("none")
@attr.s(auto_attribs=True)
class InterpolationToUnion:
a_float: float = II("ufs")
bad_int_interp: bool = II("ufs")
ufs: Union[float, str] = 10.1
@attr.s(auto_attribs=True)
class BadInterpolationFromUnion:
a_float: float = 10.1
ubi: Union[bool, int] = II("a_float")
if sys.version_info >= (3, 10):
@attr.s(auto_attribs=True)
class SupportPEP604:
"""https://peps.python.org/pep-0604/"""
uis: int | str
ouis: Optional[int | str]
uisn: int | str | None = None
uis_with_default: int | str = 123
if sys.version_info >= (3, 9):
@attr.s(auto_attribs=True)
class SupportPEP585:
"""
PEP 585 – Type Hinting Generics In Standard Collections
https://peps.python.org/pep-0585/
This means lower-case dict/list/tuple annotations
can be used instad of uppercase Dict/List/Tuple.
"""
dict_: dict[int, str] = {123: "abc"}
list_: list[int] = [123]
tuple_: tuple[int] = (123,)
dict_no_subscript: dict = {123: "abc"}
list_no_subscript: list = [123]
tuple_no_subscript: tuple = (123,)
@attr.s(auto_attribs=True)
class HasForwardRef:
@attr.s(auto_attribs=True)
class CA:
x: int = 3
@attr.s(auto_attribs=True)
class CB:
sub: "HasForwardRef.CA"
a: CA
b: CB
@attr.s(auto_attribs=True)
class HasBadAnnotation1:
data: object
@attr.s(auto_attribs=True)
class HasBadAnnotation2:
data: object() # type: ignore
@attr.s(auto_attribs=True)
class HasIgnoreMetadataRequired:
ignore: int = attr.field(metadata={"omegaconf_ignore": True})
no_ignore: int = attr.field(metadata={"omegaconf_ignore": False})
@attr.s(auto_attribs=True)
class HasIgnoreMetadataWithDefault:
ignore: int = attr.field(default=1, metadata={"omegaconf_ignore": True})
no_ignore: int = attr.field(default=2, metadata={"omegaconf_ignore": False})
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